id	sid	tid	token	lemma	pos
work_htfht4hrybdz3jty5t7367hreu	1	1	warwick.ac.uk/lib-publications	warwick.ac.uk/lib-publications	NNP
work_htfht4hrybdz3jty5t7367hreu	1	2	Manuscript	Manuscript	NNP
work_htfht4hrybdz3jty5t7367hreu	1	3	version	version	NN
work_htfht4hrybdz3jty5t7367hreu	1	4	:	:	:
work_htfht4hrybdz3jty5t7367hreu	1	5	Author	author	NN
work_htfht4hrybdz3jty5t7367hreu	1	6	’s	’s	POS
work_htfht4hrybdz3jty5t7367hreu	1	7	Accepted	Accepted	NNP
work_htfht4hrybdz3jty5t7367hreu	1	8	Manuscript	Manuscript	NNP
work_htfht4hrybdz3jty5t7367hreu	1	9	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	1	10	version	version	NN
work_htfht4hrybdz3jty5t7367hreu	1	11	presented	present	VBD
work_htfht4hrybdz3jty5t7367hreu	1	12	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	1	13	WRAP	WRAP	NNP
work_htfht4hrybdz3jty5t7367hreu	1	14	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	1	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	1	16	author	author	NN
work_htfht4hrybdz3jty5t7367hreu	1	17	’s	’s	POS
work_htfht4hrybdz3jty5t7367hreu	1	18	accepted	accept	VBN
work_htfht4hrybdz3jty5t7367hreu	1	19	manuscript	manuscript	NN
work_htfht4hrybdz3jty5t7367hreu	1	20	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	1	21	may	may	MD
work_htfht4hrybdz3jty5t7367hreu	1	22	differ	differ	VB
work_htfht4hrybdz3jty5t7367hreu	1	23	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	1	24	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	1	25	published	publish	VBN
work_htfht4hrybdz3jty5t7367hreu	1	26	version	version	NN
work_htfht4hrybdz3jty5t7367hreu	1	27	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	1	28	Version	Version	NNP
work_htfht4hrybdz3jty5t7367hreu	1	29	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	1	30	Record	Record	NNP
work_htfht4hrybdz3jty5t7367hreu	1	31	.	.	.
work_htfht4hrybdz3jty5t7367hreu	2	1	Persistent	persistent	JJ
work_htfht4hrybdz3jty5t7367hreu	2	2	WRAP	wrap	NN
work_htfht4hrybdz3jty5t7367hreu	2	3	URL	url	NN
work_htfht4hrybdz3jty5t7367hreu	2	4	:	:	:
work_htfht4hrybdz3jty5t7367hreu	2	5	http://wrap.warwick.ac.uk/109440	http://wrap.warwick.ac.uk/109440	NN
work_htfht4hrybdz3jty5t7367hreu	2	6	How	how	WRB
work_htfht4hrybdz3jty5t7367hreu	2	7	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	2	8	cite	cite	VB
work_htfht4hrybdz3jty5t7367hreu	2	9	:	:	:
work_htfht4hrybdz3jty5t7367hreu	2	10	Please	please	UH
work_htfht4hrybdz3jty5t7367hreu	2	11	refer	refer	VB
work_htfht4hrybdz3jty5t7367hreu	2	12	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	2	13	published	publish	VBN
work_htfht4hrybdz3jty5t7367hreu	2	14	version	version	NN
work_htfht4hrybdz3jty5t7367hreu	2	15	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	2	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	2	17	most	most	RBS
work_htfht4hrybdz3jty5t7367hreu	2	18	recent	recent	JJ
work_htfht4hrybdz3jty5t7367hreu	2	19	bibliographic	bibliographic	JJ
work_htfht4hrybdz3jty5t7367hreu	2	20	citation	citation	NN
work_htfht4hrybdz3jty5t7367hreu	2	21	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	2	22	.	.	.
work_htfht4hrybdz3jty5t7367hreu	3	1	If	if	IN
work_htfht4hrybdz3jty5t7367hreu	3	2	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	3	3	published	publish	VBN
work_htfht4hrybdz3jty5t7367hreu	3	4	version	version	NN
work_htfht4hrybdz3jty5t7367hreu	3	5	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	3	6	known	know	VBN
work_htfht4hrybdz3jty5t7367hreu	3	7	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	3	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	3	9	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	3	10	repository	repository	JJ
work_htfht4hrybdz3jty5t7367hreu	3	11	item	item	NN
work_htfht4hrybdz3jty5t7367hreu	3	12	page	page	NN
work_htfht4hrybdz3jty5t7367hreu	3	13	linked	link	VBN
work_htfht4hrybdz3jty5t7367hreu	3	14	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	3	15	above	above	RB
work_htfht4hrybdz3jty5t7367hreu	3	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	3	17	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	3	18	contain	contain	VB
work_htfht4hrybdz3jty5t7367hreu	3	19	details	detail	NNS
work_htfht4hrybdz3jty5t7367hreu	3	20	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	3	21	accessing	access	VBG
work_htfht4hrybdz3jty5t7367hreu	3	22	it	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	3	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	4	1	Copyright	copyright	NN
work_htfht4hrybdz3jty5t7367hreu	4	2	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	4	3	reuse	reuse	NN
work_htfht4hrybdz3jty5t7367hreu	4	4	:	:	:
work_htfht4hrybdz3jty5t7367hreu	4	5	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	4	6	Warwick	Warwick	NNP
work_htfht4hrybdz3jty5t7367hreu	4	7	Research	Research	NNP
work_htfht4hrybdz3jty5t7367hreu	4	8	Archive	Archive	NNP
work_htfht4hrybdz3jty5t7367hreu	4	9	Portal	Portal	NNP
work_htfht4hrybdz3jty5t7367hreu	4	10	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	4	11	WRAP	WRAP	NNP
work_htfht4hrybdz3jty5t7367hreu	4	12	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	4	13	makes	make	VBZ
work_htfht4hrybdz3jty5t7367hreu	4	14	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	4	15	work	work	NN
work_htfht4hrybdz3jty5t7367hreu	4	16	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	4	17	researchers	researcher	NNS
work_htfht4hrybdz3jty5t7367hreu	4	18	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	4	19	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	4	20	University	University	NNP
work_htfht4hrybdz3jty5t7367hreu	4	21	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	4	22	Warwick	Warwick	NNP
work_htfht4hrybdz3jty5t7367hreu	4	23	available	available	JJ
work_htfht4hrybdz3jty5t7367hreu	4	24	open	open	JJ
work_htfht4hrybdz3jty5t7367hreu	4	25	access	access	NN
work_htfht4hrybdz3jty5t7367hreu	4	26	under	under	IN
work_htfht4hrybdz3jty5t7367hreu	4	27	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	4	28	following	following	JJ
work_htfht4hrybdz3jty5t7367hreu	4	29	conditions	condition	NNS
work_htfht4hrybdz3jty5t7367hreu	4	30	.	.	.
work_htfht4hrybdz3jty5t7367hreu	5	1	©	©	NNP
work_htfht4hrybdz3jty5t7367hreu	5	2	2018	2018	CD
work_htfht4hrybdz3jty5t7367hreu	5	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	5	4	Elsevier	Elsevier	NNP
work_htfht4hrybdz3jty5t7367hreu	5	5	.	.	.
work_htfht4hrybdz3jty5t7367hreu	6	1	Licensed	license	VBN
work_htfht4hrybdz3jty5t7367hreu	6	2	under	under	IN
work_htfht4hrybdz3jty5t7367hreu	6	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	6	4	Creative	Creative	NNP
work_htfht4hrybdz3jty5t7367hreu	6	5	Commons	Commons	NNP
work_htfht4hrybdz3jty5t7367hreu	6	6	Attribution	Attribution	NNP
work_htfht4hrybdz3jty5t7367hreu	6	7	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	6	8	NonCommercial-	NonCommercial-	NNP
work_htfht4hrybdz3jty5t7367hreu	6	9	NoDerivatives	NoDerivatives	NNP
work_htfht4hrybdz3jty5t7367hreu	6	10	4.0	4.0	CD
work_htfht4hrybdz3jty5t7367hreu	6	11	International	International	NNP
work_htfht4hrybdz3jty5t7367hreu	6	12	http://creativecommons.org/licenses/by-nc-nd/4.0/.	http://creativecommons.org/licenses/by-nc-nd/4.0/.	NNP
work_htfht4hrybdz3jty5t7367hreu	7	1	Publisher	publisher	NN
work_htfht4hrybdz3jty5t7367hreu	7	2	’s	’s	POS
work_htfht4hrybdz3jty5t7367hreu	7	3	statement	statement	NN
work_htfht4hrybdz3jty5t7367hreu	7	4	:	:	:
work_htfht4hrybdz3jty5t7367hreu	7	5	Please	please	UH
work_htfht4hrybdz3jty5t7367hreu	7	6	refer	refer	VB
work_htfht4hrybdz3jty5t7367hreu	7	7	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	7	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	7	9	repository	repository	JJ
work_htfht4hrybdz3jty5t7367hreu	7	10	item	item	NN
work_htfht4hrybdz3jty5t7367hreu	7	11	page	page	NN
work_htfht4hrybdz3jty5t7367hreu	7	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	7	13	publisher	publisher	NN
work_htfht4hrybdz3jty5t7367hreu	7	14	’s	’s	POS
work_htfht4hrybdz3jty5t7367hreu	7	15	statement	statement	NN
work_htfht4hrybdz3jty5t7367hreu	7	16	section	section	NN
work_htfht4hrybdz3jty5t7367hreu	7	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	7	18	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	7	19	further	further	JJ
work_htfht4hrybdz3jty5t7367hreu	7	20	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	7	21	.	.	.
work_htfht4hrybdz3jty5t7367hreu	8	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	8	2	more	more	JJR
work_htfht4hrybdz3jty5t7367hreu	8	3	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	8	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	8	5	please	please	UH
work_htfht4hrybdz3jty5t7367hreu	8	6	contact	contact	VB
work_htfht4hrybdz3jty5t7367hreu	8	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	8	8	WRAP	WRAP	NNP
work_htfht4hrybdz3jty5t7367hreu	8	9	Team	Team	NNP
work_htfht4hrybdz3jty5t7367hreu	8	10	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	8	11	:	:	:
work_htfht4hrybdz3jty5t7367hreu	8	12	wrap@warwick.ac.uk	wrap@warwick.ac.uk	CD
work_htfht4hrybdz3jty5t7367hreu	8	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	9	1	http://go.warwick.ac.uk/lib-publications	http://go.warwick.ac.uk/lib-publications	NNP
work_htfht4hrybdz3jty5t7367hreu	9	2	http://go.warwick.ac.uk/lib-publications	http://go.warwick.ac.uk/lib-publications	NNP
work_htfht4hrybdz3jty5t7367hreu	9	3	http://wrap.warwick.ac.uk/109440	http://wrap.warwick.ac.uk/109440	NNP
work_htfht4hrybdz3jty5t7367hreu	9	4	http://creativecommons.org/licenses/by-nc-nd/4.0/	http://creativecommons.org/licenses/by-nc-nd/4.0/	NN
work_htfht4hrybdz3jty5t7367hreu	9	5	mailto:wrap@warwick.ac.uk	mailto:wrap@warwick.ac.uk	NNP
work_htfht4hrybdz3jty5t7367hreu	9	6	Hierarchical	Hierarchical	NNP
work_htfht4hrybdz3jty5t7367hreu	9	7	Viewpoint	Viewpoint	NNP
work_htfht4hrybdz3jty5t7367hreu	9	8	Discovery	Discovery	NNP
work_htfht4hrybdz3jty5t7367hreu	9	9	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	9	10	Tweets	Tweets	NNPS
work_htfht4hrybdz3jty5t7367hreu	9	11	Using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	9	12	Bayesian	Bayesian	NNP
work_htfht4hrybdz3jty5t7367hreu	9	13	Modelling	modelling	NN
work_htfht4hrybdz3jty5t7367hreu	9	14	Lixing	lixe	VBG
work_htfht4hrybdz3jty5t7367hreu	9	15	Zhua	Zhua	NNP
work_htfht4hrybdz3jty5t7367hreu	9	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	9	17	Yulan	Yulan	NNP
work_htfht4hrybdz3jty5t7367hreu	9	18	Heb	Heb	NNP
work_htfht4hrybdz3jty5t7367hreu	9	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	9	20	Deyu	Deyu	NNP
work_htfht4hrybdz3jty5t7367hreu	9	21	Zhoua,∗	Zhoua,∗	NNP
work_htfht4hrybdz3jty5t7367hreu	9	22	aSchool	aschool	NN
work_htfht4hrybdz3jty5t7367hreu	9	23	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	9	24	Computer	Computer	NNP
work_htfht4hrybdz3jty5t7367hreu	9	25	Science	Science	NNP
work_htfht4hrybdz3jty5t7367hreu	9	26	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	9	27	Engineering	Engineering	NNP
work_htfht4hrybdz3jty5t7367hreu	9	28	,	,	,
work_htfht4hrybdz3jty5t7367hreu	9	29	Southeast	Southeast	NNP
work_htfht4hrybdz3jty5t7367hreu	9	30	University	University	NNP
work_htfht4hrybdz3jty5t7367hreu	9	31	,	,	,
work_htfht4hrybdz3jty5t7367hreu	9	32	China	China	NNP
work_htfht4hrybdz3jty5t7367hreu	9	33	bDepartment	bDepartment	NNP
work_htfht4hrybdz3jty5t7367hreu	9	34	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	9	35	Computer	Computer	NNP
work_htfht4hrybdz3jty5t7367hreu	9	36	Science	Science	NNP
work_htfht4hrybdz3jty5t7367hreu	9	37	,	,	,
work_htfht4hrybdz3jty5t7367hreu	9	38	University	University	NNP
work_htfht4hrybdz3jty5t7367hreu	9	39	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	9	40	Warwick	Warwick	NNP
work_htfht4hrybdz3jty5t7367hreu	9	41	,	,	,
work_htfht4hrybdz3jty5t7367hreu	9	42	UK	UK	NNP
work_htfht4hrybdz3jty5t7367hreu	9	43	Abstract	Abstract	NNP
work_htfht4hrybdz3jty5t7367hreu	9	44	When	when	WRB
work_htfht4hrybdz3jty5t7367hreu	9	45	users	user	NNS
work_htfht4hrybdz3jty5t7367hreu	9	46	express	express	VBP
work_htfht4hrybdz3jty5t7367hreu	9	47	their	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	9	48	stances	stance	NNS
work_htfht4hrybdz3jty5t7367hreu	9	49	towards	towards	IN
work_htfht4hrybdz3jty5t7367hreu	9	50	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	9	51	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	9	52	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	9	53	social	social	JJ
work_htfht4hrybdz3jty5t7367hreu	9	54	media	medium	NNS
work_htfht4hrybdz3jty5t7367hreu	9	55	,	,	,
work_htfht4hrybdz3jty5t7367hreu	9	56	they	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	9	57	might	may	MD
work_htfht4hrybdz3jty5t7367hreu	9	58	elaborate	elaborate	VB
work_htfht4hrybdz3jty5t7367hreu	9	59	their	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	9	60	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	9	61	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	9	62	reasoning	reasoning	NN
work_htfht4hrybdz3jty5t7367hreu	9	63	.	.	.
work_htfht4hrybdz3jty5t7367hreu	10	1	Oftentimes	oftentimes	RB
work_htfht4hrybdz3jty5t7367hreu	10	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	10	3	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	10	4	expressed	express	VBN
work_htfht4hrybdz3jty5t7367hreu	10	5	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	10	6	different	different	JJ
work_htfht4hrybdz3jty5t7367hreu	10	7	users	user	NNS
work_htfht4hrybdz3jty5t7367hreu	10	8	exhibit	exhibit	VBP
work_htfht4hrybdz3jty5t7367hreu	10	9	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	10	10	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	10	11	structure	structure	NN
work_htfht4hrybdz3jty5t7367hreu	10	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	11	1	Therefore	therefore	RB
work_htfht4hrybdz3jty5t7367hreu	11	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	11	3	detecting	detect	VBG
work_htfht4hrybdz3jty5t7367hreu	11	4	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	11	5	kind	kind	NN
work_htfht4hrybdz3jty5t7367hreu	11	6	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	11	7	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	11	8	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	11	9	offers	offer	VBZ
work_htfht4hrybdz3jty5t7367hreu	11	10	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	11	11	better	well	JJR
work_htfht4hrybdz3jty5t7367hreu	11	12	insight	insight	NN
work_htfht4hrybdz3jty5t7367hreu	11	13	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	11	14	understand	understand	VB
work_htfht4hrybdz3jty5t7367hreu	11	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	11	16	public	public	JJ
work_htfht4hrybdz3jty5t7367hreu	11	17	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	11	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	12	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	12	2	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	12	3	paper	paper	NN
work_htfht4hrybdz3jty5t7367hreu	12	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	12	5	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	12	6	propose	propose	VBP
work_htfht4hrybdz3jty5t7367hreu	12	7	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	12	8	novel	novel	JJ
work_htfht4hrybdz3jty5t7367hreu	12	9	Bayesian	bayesian	JJ
work_htfht4hrybdz3jty5t7367hreu	12	10	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	12	11	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	12	12	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	12	13	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	12	14	discovery	discovery	NN
work_htfht4hrybdz3jty5t7367hreu	12	15	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	12	16	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	12	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	13	1	Driven	drive	VBN
work_htfht4hrybdz3jty5t7367hreu	13	2	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	13	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	13	4	motivation	motivation	NN
work_htfht4hrybdz3jty5t7367hreu	13	5	that	that	WDT
work_htfht4hrybdz3jty5t7367hreu	13	6	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	13	7	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	13	8	expressed	express	VBN
work_htfht4hrybdz3jty5t7367hreu	13	9	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	13	10	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	13	11	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	13	12	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	13	13	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	13	14	regarded	regard	VBN
work_htfht4hrybdz3jty5t7367hreu	13	15	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	13	16	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	13	17	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	13	18	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	13	19	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	13	20	root	root	NN
work_htfht4hrybdz3jty5t7367hreu	13	21	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	13	22	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	13	23	leaf	leaf	NN
work_htfht4hrybdz3jty5t7367hreu	13	24	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	13	25	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	13	26	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	13	27	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	13	28	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	13	29	,	,	,
work_htfht4hrybdz3jty5t7367hreu	13	30	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	13	31	assignment	assignment	NN
work_htfht4hrybdz3jty5t7367hreu	13	32	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	13	33	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	13	34	relevant	relevant	JJ
work_htfht4hrybdz3jty5t7367hreu	13	35	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	13	36	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	13	37	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	13	38	assumed	assume	VBN
work_htfht4hrybdz3jty5t7367hreu	13	39	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	13	40	follow	follow	VB
work_htfht4hrybdz3jty5t7367hreu	13	41	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	13	42	nested	nest	VBN
work_htfht4hrybdz3jty5t7367hreu	13	43	Chinese	chinese	JJ
work_htfht4hrybdz3jty5t7367hreu	13	44	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	13	45	processes	process	NNS
work_htfht4hrybdz3jty5t7367hreu	13	46	.	.	.
work_htfht4hrybdz3jty5t7367hreu	14	1	Moreover	moreover	RB
work_htfht4hrybdz3jty5t7367hreu	14	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	14	3	opinions	opinion	NNS
work_htfht4hrybdz3jty5t7367hreu	14	4	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	14	5	text	text	NN
work_htfht4hrybdz3jty5t7367hreu	14	6	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	14	7	often	often	RB
work_htfht4hrybdz3jty5t7367hreu	14	8	expressed	express	VBN
work_htfht4hrybdz3jty5t7367hreu	14	9	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	14	10	un	un	NNP
work_htfht4hrybdz3jty5t7367hreu	14	11	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	14	12	semantically	semantically	RB
work_htfht4hrybdz3jty5t7367hreu	14	13	decomposable	decomposable	JJ
work_htfht4hrybdz3jty5t7367hreu	14	14	multi	multi	NNS
work_htfht4hrybdz3jty5t7367hreu	14	15	-	-	NNS
work_htfht4hrybdz3jty5t7367hreu	14	16	terms	term	NNS
work_htfht4hrybdz3jty5t7367hreu	14	17	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	14	18	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	14	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	14	20	such	such	JJ
work_htfht4hrybdz3jty5t7367hreu	14	21	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	14	22	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	14	23	economic	economic	JJ
work_htfht4hrybdz3jty5t7367hreu	14	24	recession	recession	NN
work_htfht4hrybdz3jty5t7367hreu	14	25	’	'	''
work_htfht4hrybdz3jty5t7367hreu	14	26	.	.	.
work_htfht4hrybdz3jty5t7367hreu	15	1	Hence	hence	RB
work_htfht4hrybdz3jty5t7367hreu	15	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	15	3	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	15	4	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	15	5	Pitman	Pitman	NNP
work_htfht4hrybdz3jty5t7367hreu	15	6	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	15	7	Yor	Yor	NNP
work_htfht4hrybdz3jty5t7367hreu	15	8	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	15	9	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	15	10	employed	employ	VBN
work_htfht4hrybdz3jty5t7367hreu	15	11	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	15	12	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	15	13	prior	prior	NN
work_htfht4hrybdz3jty5t7367hreu	15	14	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	15	15	modelling	model	VBG
work_htfht4hrybdz3jty5t7367hreu	15	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	15	17	generation	generation	NN
work_htfht4hrybdz3jty5t7367hreu	15	18	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	15	19	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	15	20	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	15	21	arbitrary	arbitrary	JJ
work_htfht4hrybdz3jty5t7367hreu	15	22	length	length	NN
work_htfht4hrybdz3jty5t7367hreu	15	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	16	1	Experimental	experimental	JJ
work_htfht4hrybdz3jty5t7367hreu	16	2	results	result	NNS
work_htfht4hrybdz3jty5t7367hreu	16	3	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	16	4	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	16	5	Twitter	Twitter	NNP
work_htfht4hrybdz3jty5t7367hreu	16	6	corpora	corpora	NN
work_htfht4hrybdz3jty5t7367hreu	16	7	demonstrate	demonstrate	VBP
work_htfht4hrybdz3jty5t7367hreu	16	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	16	9	effectiveness	effectiveness	NN
work_htfht4hrybdz3jty5t7367hreu	16	10	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	16	11	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	16	12	proposed	propose	VBN
work_htfht4hrybdz3jty5t7367hreu	16	13	Bayesian	bayesian	JJ
work_htfht4hrybdz3jty5t7367hreu	16	14	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	16	15	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	16	16	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	16	17	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	16	18	discovery	discovery	NN
work_htfht4hrybdz3jty5t7367hreu	16	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	17	1	Keywords	keyword	NNS
work_htfht4hrybdz3jty5t7367hreu	17	2	:	:	:
work_htfht4hrybdz3jty5t7367hreu	17	3	Natural	natural	JJ
work_htfht4hrybdz3jty5t7367hreu	17	4	language	language	NN
work_htfht4hrybdz3jty5t7367hreu	17	5	processing	processing	NN
work_htfht4hrybdz3jty5t7367hreu	17	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	17	7	Opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	17	8	mining	mining	NN
work_htfht4hrybdz3jty5t7367hreu	17	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	17	10	Bayesian	Bayesian	NNP
work_htfht4hrybdz3jty5t7367hreu	17	11	modelling	modelling	NN
work_htfht4hrybdz3jty5t7367hreu	17	12	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	17	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	18	1	Introduction	introduction	NN
work_htfht4hrybdz3jty5t7367hreu	18	2	Stance	Stance	NNP
work_htfht4hrybdz3jty5t7367hreu	18	3	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	18	4	aims	aim	VBZ
work_htfht4hrybdz3jty5t7367hreu	18	5	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	18	6	predict	predict	VB
work_htfht4hrybdz3jty5t7367hreu	18	7	one	one	NN
work_htfht4hrybdz3jty5t7367hreu	18	8	’s	’s	POS
work_htfht4hrybdz3jty5t7367hreu	18	9	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	18	10	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	18	11	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	18	12	two-	two-	RB
work_htfht4hrybdz3jty5t7367hreu	18	13	sided	sided	JJ
work_htfht4hrybdz3jty5t7367hreu	18	14	debate	debate	NN
work_htfht4hrybdz3jty5t7367hreu	18	15	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	18	16	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	18	17	controversial	controversial	JJ
work_htfht4hrybdz3jty5t7367hreu	18	18	hot	hot	JJ
work_htfht4hrybdz3jty5t7367hreu	18	19	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	18	20	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	18	21	has	have	VBZ
work_htfht4hrybdz3jty5t7367hreu	18	22	been	be	VBN
work_htfht4hrybdz3jty5t7367hreu	18	23	inten-	inten-	XX
work_htfht4hrybdz3jty5t7367hreu	18	24	sively	sively	RB
work_htfht4hrybdz3jty5t7367hreu	18	25	studied	studied	JJ
work_htfht4hrybdz3jty5t7367hreu	18	26	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	18	27	recent	recent	JJ
work_htfht4hrybdz3jty5t7367hreu	18	28	years	year	NNS
work_htfht4hrybdz3jty5t7367hreu	18	29	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	18	30	Hasan	Hasan	NNP
work_htfht4hrybdz3jty5t7367hreu	18	31	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	18	32	Ng	Ng	NNP
work_htfht4hrybdz3jty5t7367hreu	18	33	,	,	,
work_htfht4hrybdz3jty5t7367hreu	18	34	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	18	35	;	;	:
work_htfht4hrybdz3jty5t7367hreu	18	36	Elfardy	Elfardy	NNP
work_htfht4hrybdz3jty5t7367hreu	18	37	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	18	38	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	18	39	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	18	40	,	,	,
work_htfht4hrybdz3jty5t7367hreu	18	41	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	18	42	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	18	43	.	.	.
work_htfht4hrybdz3jty5t7367hreu	19	1	However	however	RB
work_htfht4hrybdz3jty5t7367hreu	19	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	19	3	apart	apart	RB
work_htfht4hrybdz3jty5t7367hreu	19	4	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	19	5	detecting	detect	VBG
work_htfht4hrybdz3jty5t7367hreu	19	6	one	one	CD
work_htfht4hrybdz3jty5t7367hreu	19	7	’s	’s	NN
work_htfht4hrybdz3jty5t7367hreu	19	8	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	19	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	19	10	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	19	11	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	19	12	more	more	RBR
work_htfht4hrybdz3jty5t7367hreu	19	13	interested	interested	JJ
work_htfht4hrybdz3jty5t7367hreu	19	14	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	19	15	figuring	figure	VBG
work_htfht4hrybdz3jty5t7367hreu	19	16	out	out	RP
work_htfht4hrybdz3jty5t7367hreu	19	17	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	19	18	reasons	reason	NNS
work_htfht4hrybdz3jty5t7367hreu	19	19	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	19	20	key	key	JJ
work_htfht4hrybdz3jty5t7367hreu	19	21	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	19	22	why	why	WRB
work_htfht4hrybdz3jty5t7367hreu	19	23	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	19	24	person	person	NN
work_htfht4hrybdz3jty5t7367hreu	19	25	supports	support	VBZ
work_htfht4hrybdz3jty5t7367hreu	19	26	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	19	27	opposes	oppose	VBZ
work_htfht4hrybdz3jty5t7367hreu	19	28	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	19	29	issue	issue	NN
work_htfht4hrybdz3jty5t7367hreu	19	30	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	19	31	interest	interest	NN
work_htfht4hrybdz3jty5t7367hreu	19	32	.	.	.
work_htfht4hrybdz3jty5t7367hreu	20	1	More-	more-	RB
work_htfht4hrybdz3jty5t7367hreu	20	2	over	over	RB
work_htfht4hrybdz3jty5t7367hreu	20	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	20	4	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	20	5	expressed	express	VBN
work_htfht4hrybdz3jty5t7367hreu	20	6	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	20	7	different	different	JJ
work_htfht4hrybdz3jty5t7367hreu	20	8	users	user	NNS
work_htfht4hrybdz3jty5t7367hreu	20	9	could	could	MD
work_htfht4hrybdz3jty5t7367hreu	20	10	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	20	11	related	relate	VBN
work_htfht4hrybdz3jty5t7367hreu	20	12	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	20	13	exhibit	exhibit	VB
work_htfht4hrybdz3jty5t7367hreu	20	14	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	20	15	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	20	16	structure	structure	NN
work_htfht4hrybdz3jty5t7367hreu	20	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	21	1	Figure	figure	NN
work_htfht4hrybdz3jty5t7367hreu	21	2	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	21	3	illustrates	illustrate	VBZ
work_htfht4hrybdz3jty5t7367hreu	21	4	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	21	5	ex-	ex-	JJ
work_htfht4hrybdz3jty5t7367hreu	21	6	ample	ample	JJ
work_htfht4hrybdz3jty5t7367hreu	21	7	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	21	8	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	21	9	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	21	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	21	11	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	21	12	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	21	13	both	both	DT
work_htfht4hrybdz3jty5t7367hreu	21	14	User	User	NNP
work_htfht4hrybdz3jty5t7367hreu	21	15	A	A	NNP
work_htfht4hrybdz3jty5t7367hreu	21	16	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	21	17	User	User	NNP
work_htfht4hrybdz3jty5t7367hreu	21	18	B	B	NNP
work_htfht4hrybdz3jty5t7367hreu	21	19	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	21	20	supporters	supporter	NNS
work_htfht4hrybdz3jty5t7367hreu	21	21	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	21	22	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	21	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	22	1	However	however	RB
work_htfht4hrybdz3jty5t7367hreu	22	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	22	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	22	4	former	former	JJ
work_htfht4hrybdz3jty5t7367hreu	22	5	just	just	RB
work_htfht4hrybdz3jty5t7367hreu	22	6	ex-	ex-	RB
work_htfht4hrybdz3jty5t7367hreu	22	7	pressed	press	VBD
work_htfht4hrybdz3jty5t7367hreu	22	8	his	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	22	9	support	support	NN
work_htfht4hrybdz3jty5t7367hreu	22	10	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	22	11	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	22	12	without	without	IN
work_htfht4hrybdz3jty5t7367hreu	22	13	mentioning	mention	VBG
work_htfht4hrybdz3jty5t7367hreu	22	14	any	any	DT
work_htfht4hrybdz3jty5t7367hreu	22	15	reasons	reason	NNS
work_htfht4hrybdz3jty5t7367hreu	22	16	behind	behind	RB
work_htfht4hrybdz3jty5t7367hreu	22	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	22	18	while	while	IN
work_htfht4hrybdz3jty5t7367hreu	22	19	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	22	20	latter	latter	JJ
work_htfht4hrybdz3jty5t7367hreu	22	21	stated	state	VBD
work_htfht4hrybdz3jty5t7367hreu	22	22	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	22	23	reason	reason	NN
work_htfht4hrybdz3jty5t7367hreu	22	24	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	22	25	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	22	26	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	22	27	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	22	28	charis-	charis-	JJ
work_htfht4hrybdz3jty5t7367hreu	22	29	matic	matic	JJ
work_htfht4hrybdz3jty5t7367hreu	22	30	leader	leader	NN
work_htfht4hrybdz3jty5t7367hreu	22	31	.	.	.
work_htfht4hrybdz3jty5t7367hreu	23	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	23	2	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	23	3	also	also	RB
work_htfht4hrybdz3jty5t7367hreu	23	4	see	see	VB
work_htfht4hrybdz3jty5t7367hreu	23	5	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	23	6	both	both	CC
work_htfht4hrybdz3jty5t7367hreu	23	7	User	User	NNP
work_htfht4hrybdz3jty5t7367hreu	23	8	C	C	NNP
work_htfht4hrybdz3jty5t7367hreu	23	9	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	23	10	User	User	NNP
work_htfht4hrybdz3jty5t7367hreu	23	11	D	D	NNP
work_htfht4hrybdz3jty5t7367hreu	23	12	support	support	NN
work_htfht4hrybdz3jty5t7367hreu	23	13	Trump	trump	JJ
work_htfht4hrybdz3jty5t7367hreu	23	14	due	due	IN
work_htfht4hrybdz3jty5t7367hreu	23	15	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	23	16	his	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	23	17	economic	economic	JJ
work_htfht4hrybdz3jty5t7367hreu	23	18	policy	policy	NN
work_htfht4hrybdz3jty5t7367hreu	23	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	23	20	however	however	RB
work_htfht4hrybdz3jty5t7367hreu	23	21	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	23	22	differ-	differ-	JJ
work_htfht4hrybdz3jty5t7367hreu	23	23	ent	ent	NN
work_htfht4hrybdz3jty5t7367hreu	23	24	reasons	reason	NNS
work_htfht4hrybdz3jty5t7367hreu	23	25	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	23	26	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	23	27	higher	high	JJR
work_htfht4hrybdz3jty5t7367hreu	23	28	employment	employment	NN
work_htfht4hrybdz3jty5t7367hreu	23	29	rate	rate	NN
work_htfht4hrybdz3jty5t7367hreu	23	30	’	'	''
work_htfht4hrybdz3jty5t7367hreu	23	31	vs.	vs.	IN
work_htfht4hrybdz3jty5t7367hreu	23	32	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	23	33	trade	trade	NN
work_htfht4hrybdz3jty5t7367hreu	23	34	protection	protection	NN
work_htfht4hrybdz3jty5t7367hreu	23	35	’	'	''
work_htfht4hrybdz3jty5t7367hreu	23	36	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	23	37	.	.	.
work_htfht4hrybdz3jty5t7367hreu	24	1	Such	such	PDT
work_htfht4hrybdz3jty5t7367hreu	24	2	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	24	3	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	24	4	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	24	5	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	24	6	enables	enable	VBZ
work_htfht4hrybdz3jty5t7367hreu	24	7	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	24	8	better	well	JJR
work_htfht4hrybdz3jty5t7367hreu	24	9	understand-	understand-	JJ
work_htfht4hrybdz3jty5t7367hreu	24	10	ing	ing	NN
work_htfht4hrybdz3jty5t7367hreu	24	11	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	24	12	user	user	NN
work_htfht4hrybdz3jty5t7367hreu	24	13	opinions	opinion	NNS
work_htfht4hrybdz3jty5t7367hreu	24	14	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	24	15	allows	allow	VBZ
work_htfht4hrybdz3jty5t7367hreu	24	16	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	24	17	quick	quick	JJ
work_htfht4hrybdz3jty5t7367hreu	24	18	glimpse	glimpse	NN
work_htfht4hrybdz3jty5t7367hreu	24	19	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	24	20	reasons	reason	NNS
work_htfht4hrybdz3jty5t7367hreu	24	21	be-	be-	RB
work_htfht4hrybdz3jty5t7367hreu	24	22	hind	hind	NN
work_htfht4hrybdz3jty5t7367hreu	24	23	users	user	NNS
work_htfht4hrybdz3jty5t7367hreu	24	24	’	’	POS
work_htfht4hrybdz3jty5t7367hreu	24	25	stances	stance	NNS
work_htfht4hrybdz3jty5t7367hreu	24	26	.	.	.
work_htfht4hrybdz3jty5t7367hreu	25	1	Mining	mine	VBG
work_htfht4hrybdz3jty5t7367hreu	25	2	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	25	3	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	25	4	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	25	5	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	25	6	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	25	7	challenging	challenge	VBG
work_htfht4hrybdz3jty5t7367hreu	25	8	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	25	9	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	25	10	reasons	reason	NNS
work_htfht4hrybdz3jty5t7367hreu	25	11	below	below	RB
work_htfht4hrybdz3jty5t7367hreu	25	12	:	:	:
work_htfht4hrybdz3jty5t7367hreu	25	13	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	25	14	1	1	LS
work_htfht4hrybdz3jty5t7367hreu	25	15	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	25	16	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	25	17	comparison	comparison	NN
work_htfht4hrybdz3jty5t7367hreu	25	18	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	25	19	that	that	DT
work_htfht4hrybdz3jty5t7367hreu	25	20	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	25	21	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	25	22	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	25	23	either	either	CC
work_htfht4hrybdz3jty5t7367hreu	25	24	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	25	25	Support	support	NN
work_htfht4hrybdz3jty5t7367hreu	25	26	’	'	''
work_htfht4hrybdz3jty5t7367hreu	25	27	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	25	28	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	25	29	Oppose	Oppose	NNP
work_htfht4hrybdz3jty5t7367hreu	25	30	’	'	''
work_htfht4hrybdz3jty5t7367hreu	25	31	,	,	,
work_htfht4hrybdz3jty5t7367hreu	25	32	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	25	33	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	25	34	structure	structure	NN
work_htfht4hrybdz3jty5t7367hreu	25	35	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	25	36	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	25	37	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	25	38	unknown	unknown	JJ
work_htfht4hrybdz3jty5t7367hreu	25	39	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	25	40	priori	priori	FW
work_htfht4hrybdz3jty5t7367hreu	25	41	;	;	:
work_htfht4hrybdz3jty5t7367hreu	25	42	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	25	43	2	2	LS
work_htfht4hrybdz3jty5t7367hreu	25	44	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	25	45	People	People	NNS
work_htfht4hrybdz3jty5t7367hreu	25	46	tend	tend	VBP
work_htfht4hrybdz3jty5t7367hreu	25	47	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	25	48	express	express	VB
work_htfht4hrybdz3jty5t7367hreu	25	49	their	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	25	50	opinions	opinion	NNS
work_htfht4hrybdz3jty5t7367hreu	25	51	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	25	52	many	many	JJ
work_htfht4hrybdz3jty5t7367hreu	25	53	different	different	JJ
work_htfht4hrybdz3jty5t7367hreu	25	54	ways	way	NNS
work_htfht4hrybdz3jty5t7367hreu	25	55	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	25	56	even	even	RB
work_htfht4hrybdz3jty5t7367hreu	25	57	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	25	58	infor-	infor-	XX
work_htfht4hrybdz3jty5t7367hreu	25	59	mal	mal	JJ
work_htfht4hrybdz3jty5t7367hreu	25	60	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	25	61	ungrammatical	ungrammatical	JJ
work_htfht4hrybdz3jty5t7367hreu	25	62	language	language	NN
work_htfht4hrybdz3jty5t7367hreu	25	63	;	;	:
work_htfht4hrybdz3jty5t7367hreu	25	64	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	25	65	3	3	LS
work_htfht4hrybdz3jty5t7367hreu	25	66	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	25	67	Opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	25	68	expressions	expression	NNS
work_htfht4hrybdz3jty5t7367hreu	25	69	often	often	RB
work_htfht4hrybdz3jty5t7367hreu	25	70	contain	contain	VBP
work_htfht4hrybdz3jty5t7367hreu	25	71	multi	multi	JJ
work_htfht4hrybdz3jty5t7367hreu	25	72	-	-	JJ
work_htfht4hrybdz3jty5t7367hreu	25	73	word	word	JJ
work_htfht4hrybdz3jty5t7367hreu	25	74	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	25	75	,	,	,
work_htfht4hrybdz3jty5t7367hreu	25	76	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	25	77	example	example	NN
work_htfht4hrybdz3jty5t7367hreu	25	78	,	,	,
work_htfht4hrybdz3jty5t7367hreu	25	79	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	25	80	economic	economic	JJ
work_htfht4hrybdz3jty5t7367hreu	25	81	recession	recession	NN
work_htfht4hrybdz3jty5t7367hreu	25	82	’	'	''
work_htfht4hrybdz3jty5t7367hreu	25	83	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	25	84	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	25	85	economic	economic	JJ
work_htfht4hrybdz3jty5t7367hreu	25	86	growth	growth	NN
work_htfht4hrybdz3jty5t7367hreu	25	87	’	'	''
work_htfht4hrybdz3jty5t7367hreu	25	88	.	.	.
work_htfht4hrybdz3jty5t7367hreu	26	1	Simply	simply	RB
work_htfht4hrybdz3jty5t7367hreu	26	2	decomposing	decompose	VBG
work_htfht4hrybdz3jty5t7367hreu	26	3	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	26	4	into	into	IN
work_htfht4hrybdz3jty5t7367hreu	26	5	uni-	uni-	JJ
work_htfht4hrybdz3jty5t7367hreu	26	6	grams	gram	NNS
work_htfht4hrybdz3jty5t7367hreu	26	7	may	may	MD
work_htfht4hrybdz3jty5t7367hreu	26	8	lose	lose	VB
work_htfht4hrybdz3jty5t7367hreu	26	9	their	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	26	10	original	original	JJ
work_htfht4hrybdz3jty5t7367hreu	26	11	semantic	semantic	JJ
work_htfht4hrybdz3jty5t7367hreu	26	12	meaning	meaning	NN
work_htfht4hrybdz3jty5t7367hreu	26	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	27	1	As	as	IN
work_htfht4hrybdz3jty5t7367hreu	27	2	such	such	JJ
work_htfht4hrybdz3jty5t7367hreu	27	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	27	4	sim-	sim-	NN
work_htfht4hrybdz3jty5t7367hreu	27	5	∗Corresponding	∗corresponding	NN
work_htfht4hrybdz3jty5t7367hreu	27	6	author	author	NN
work_htfht4hrybdz3jty5t7367hreu	27	7	.	.	.
work_htfht4hrybdz3jty5t7367hreu	28	1	Fax	fax	UH
work_htfht4hrybdz3jty5t7367hreu	28	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	29	1	:	:	:
work_htfht4hrybdz3jty5t7367hreu	29	2	8602552090861	8602552090861	CD
work_htfht4hrybdz3jty5t7367hreu	29	3	.	.	.
work_htfht4hrybdz3jty5t7367hreu	30	1	Email	email	NN
work_htfht4hrybdz3jty5t7367hreu	30	2	addresses	address	NNS
work_htfht4hrybdz3jty5t7367hreu	30	3	:	:	:
work_htfht4hrybdz3jty5t7367hreu	30	4	zhulixing@seu.edu.cn	zhulixing@seu.edu.cn	LS
work_htfht4hrybdz3jty5t7367hreu	30	5	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	30	6	Lixing	Lixing	NNP
work_htfht4hrybdz3jty5t7367hreu	30	7	Zhu	Zhu	NNP
work_htfht4hrybdz3jty5t7367hreu	30	8	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	30	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	30	10	y.he@cantab.net	y.he@cantab.net	NNP
work_htfht4hrybdz3jty5t7367hreu	30	11	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	30	12	Yulan	Yulan	NNP
work_htfht4hrybdz3jty5t7367hreu	30	13	He	He	NNP
work_htfht4hrybdz3jty5t7367hreu	30	14	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	30	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	30	16	d.zhou@seu.edu.cn	d.zhou@seu.edu.cn	FW
work_htfht4hrybdz3jty5t7367hreu	30	17	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	30	18	Deyu	Deyu	NNP
work_htfht4hrybdz3jty5t7367hreu	30	19	Zhou	Zhou	NNP
work_htfht4hrybdz3jty5t7367hreu	30	20	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	30	21	Trump	trump	VB
work_htfht4hrybdz3jty5t7367hreu	30	22	running	run	VBG
work_htfht4hrybdz3jty5t7367hreu	30	23	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	30	24	president	president	NN
work_htfht4hrybdz3jty5t7367hreu	30	25	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	30	26	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	30	27	United	United	NNP
work_htfht4hrybdz3jty5t7367hreu	30	28	States	States	NNP
work_htfht4hrybdz3jty5t7367hreu	30	29	Support	Support	NNP
work_htfht4hrybdz3jty5t7367hreu	30	30	Oppose	Oppose	NNP
work_htfht4hrybdz3jty5t7367hreu	30	31	RacismPersonal	RacismPersonal	NNP
work_htfht4hrybdz3jty5t7367hreu	30	32	charisma	charisma	NN
work_htfht4hrybdz3jty5t7367hreu	30	33	Vote	vote	NN
work_htfht4hrybdz3jty5t7367hreu	30	34	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	30	35	#	#	NNP
work_htfht4hrybdz3jty5t7367hreu	30	36	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	30	37	.	.	.
work_htfht4hrybdz3jty5t7367hreu	31	1	User	User	NNP
work_htfht4hrybdz3jty5t7367hreu	31	2	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	31	3	Economic	economic	JJ
work_htfht4hrybdz3jty5t7367hreu	31	4	policy	policy	NN
work_htfht4hrybdz3jty5t7367hreu	31	5	...	...	NFP
work_htfht4hrybdz3jty5t7367hreu	31	6	...	...	NFP
work_htfht4hrybdz3jty5t7367hreu	31	7	#	#	$
work_htfht4hrybdz3jty5t7367hreu	31	8	DonaldTrump	DonaldTrump	NNP
work_htfht4hrybdz3jty5t7367hreu	31	9	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	31	10	completely	completely	RB
work_htfht4hrybdz3jty5t7367hreu	31	11	disgusting	disgusting	JJ
work_htfht4hrybdz3jty5t7367hreu	31	12	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	31	13	his	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	31	14	racist	racist	NN
work_htfht4hrybdz3jty5t7367hreu	31	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	32	1	I	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	32	2	am	be	VBP
work_htfht4hrybdz3jty5t7367hreu	32	3	impressed	impressed	JJ
work_htfht4hrybdz3jty5t7367hreu	32	4	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	32	5	your	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	32	6	patriotism	patriotism	NN
work_htfht4hrybdz3jty5t7367hreu	32	7	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	32	8	honesty	honesty	NN
work_htfht4hrybdz3jty5t7367hreu	32	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	32	10	there	there	EX
work_htfht4hrybdz3jty5t7367hreu	32	11	needs	need	VBZ
work_htfht4hrybdz3jty5t7367hreu	32	12	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	32	13	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	32	14	more	more	JJR
work_htfht4hrybdz3jty5t7367hreu	32	15	like	like	IN
work_htfht4hrybdz3jty5t7367hreu	32	16	you	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	32	17	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	32	18	capitol	capitol	NNP
work_htfht4hrybdz3jty5t7367hreu	32	19	hill	hill	NNP
work_htfht4hrybdz3jty5t7367hreu	32	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	33	1	User	User	NNP
work_htfht4hrybdz3jty5t7367hreu	33	2	B	B	NNP
work_htfht4hrybdz3jty5t7367hreu	33	3	Higher	Higher	NNP
work_htfht4hrybdz3jty5t7367hreu	33	4	employ-	employ-	VBD
work_htfht4hrybdz3jty5t7367hreu	33	5	ment	ment	JJ
work_htfht4hrybdz3jty5t7367hreu	33	6	rate	rate	NN
work_htfht4hrybdz3jty5t7367hreu	33	7	User	User	NNP
work_htfht4hrybdz3jty5t7367hreu	33	8	C	C	NNP
work_htfht4hrybdz3jty5t7367hreu	33	9	User	User	NNP
work_htfht4hrybdz3jty5t7367hreu	33	10	D	D	NNP
work_htfht4hrybdz3jty5t7367hreu	33	11	Trade	Trade	NNP
work_htfht4hrybdz3jty5t7367hreu	33	12	protec-	protec-	NN
work_htfht4hrybdz3jty5t7367hreu	33	13	tion	tion	NN
work_htfht4hrybdz3jty5t7367hreu	33	14	Figure	figure	NN
work_htfht4hrybdz3jty5t7367hreu	33	15	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	33	16	:	:	:
work_htfht4hrybdz3jty5t7367hreu	33	17	An	an	DT
work_htfht4hrybdz3jty5t7367hreu	33	18	example	example	NN
work_htfht4hrybdz3jty5t7367hreu	33	19	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	33	20	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	33	21	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	33	22	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	33	23	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	33	24	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	33	25	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	33	26	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	33	27	“	"	``
work_htfht4hrybdz3jty5t7367hreu	33	28	Trump	trump	JJ
work_htfht4hrybdz3jty5t7367hreu	33	29	run	run	NN
work_htfht4hrybdz3jty5t7367hreu	33	30	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	33	31	election	election	NN
work_htfht4hrybdz3jty5t7367hreu	33	32	”	"	''
work_htfht4hrybdz3jty5t7367hreu	33	33	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	33	34	Twitter	Twitter	NNP
work_htfht4hrybdz3jty5t7367hreu	33	35	.	.	.
work_htfht4hrybdz3jty5t7367hreu	34	1	ply	ply	RB
work_htfht4hrybdz3jty5t7367hreu	34	2	applying	apply	VBG
work_htfht4hrybdz3jty5t7367hreu	34	3	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	34	4	bag	bag	NN
work_htfht4hrybdz3jty5t7367hreu	34	5	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	34	6	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	34	7	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	34	8	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	34	9	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	34	10	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	34	11	might	may	MD
work_htfht4hrybdz3jty5t7367hreu	34	12	wrongly	wrongly	RB
work_htfht4hrybdz3jty5t7367hreu	34	13	group	group	VB
work_htfht4hrybdz3jty5t7367hreu	34	14	them	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	34	15	under	under	IN
work_htfht4hrybdz3jty5t7367hreu	34	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	34	17	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	34	18	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	34	19	due	due	IN
work_htfht4hrybdz3jty5t7367hreu	34	20	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	34	21	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	34	22	shared	shared	JJ
work_htfht4hrybdz3jty5t7367hreu	34	23	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	34	24	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	34	25	economic	economic	JJ
work_htfht4hrybdz3jty5t7367hreu	34	26	’	'	''
work_htfht4hrybdz3jty5t7367hreu	34	27	.	.	.
work_htfht4hrybdz3jty5t7367hreu	35	1	To	to	TO
work_htfht4hrybdz3jty5t7367hreu	35	2	tackle	tackle	VB
work_htfht4hrybdz3jty5t7367hreu	35	3	these	these	DT
work_htfht4hrybdz3jty5t7367hreu	35	4	challenges	challenge	NNS
work_htfht4hrybdz3jty5t7367hreu	35	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	35	6	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	35	7	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	35	8	paper	paper	NN
work_htfht4hrybdz3jty5t7367hreu	35	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	35	10	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	35	11	propose	propose	VBP
work_htfht4hrybdz3jty5t7367hreu	35	12	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	35	13	Bayesian	bayesian	JJ
work_htfht4hrybdz3jty5t7367hreu	35	14	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	35	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	35	16	called	call	VBD
work_htfht4hrybdz3jty5t7367hreu	35	17	Hierarchical	Hierarchical	NNP
work_htfht4hrybdz3jty5t7367hreu	35	18	Opinion	Opinion	NNP
work_htfht4hrybdz3jty5t7367hreu	35	19	Phrase	Phrase	NNP
work_htfht4hrybdz3jty5t7367hreu	35	20	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	35	21	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	35	22	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	35	23	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	35	24	,	,	,
work_htfht4hrybdz3jty5t7367hreu	35	25	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	35	26	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	35	27	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	35	28	discovery	discovery	NN
work_htfht4hrybdz3jty5t7367hreu	35	29	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	35	30	text	text	NN
work_htfht4hrybdz3jty5t7367hreu	35	31	.	.	.
work_htfht4hrybdz3jty5t7367hreu	36	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	36	2	such	such	PDT
work_htfht4hrybdz3jty5t7367hreu	36	3	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	36	4	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	36	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	36	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	36	7	root	root	NN
work_htfht4hrybdz3jty5t7367hreu	36	8	node	node	NN
work_htfht4hrybdz3jty5t7367hreu	36	9	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	36	10	level-1	level-1	NNP
work_htfht4hrybdz3jty5t7367hreu	36	11	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	36	12	contains	contain	VBZ
work_htfht4hrybdz3jty5t7367hreu	36	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	36	14	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	36	15	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	36	16	inter-	inter-	NNP
work_htfht4hrybdz3jty5t7367hreu	36	17	est	est	NNP
work_htfht4hrybdz3jty5t7367hreu	36	18	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	36	19	e.g.	e.g.	RB
work_htfht4hrybdz3jty5t7367hreu	36	20	,	,	,
work_htfht4hrybdz3jty5t7367hreu	36	21	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	36	22	Trump	trump	JJ
work_htfht4hrybdz3jty5t7367hreu	36	23	run	run	NN
work_htfht4hrybdz3jty5t7367hreu	36	24	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	36	25	president	president	NN
work_htfht4hrybdz3jty5t7367hreu	36	26	’	'	''
work_htfht4hrybdz3jty5t7367hreu	36	27	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	36	28	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	36	29	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	36	30	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	36	31	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	36	32	in-	in-	JJ
work_htfht4hrybdz3jty5t7367hreu	36	33	dicate	dicate	VBP
work_htfht4hrybdz3jty5t7367hreu	36	34	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	36	35	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	36	36	e.g.	e.g.	RB
work_htfht4hrybdz3jty5t7367hreu	36	37	,	,	,
work_htfht4hrybdz3jty5t7367hreu	36	38	either	either	CC
work_htfht4hrybdz3jty5t7367hreu	36	39	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	36	40	Support	support	NN
work_htfht4hrybdz3jty5t7367hreu	36	41	’	'	''
work_htfht4hrybdz3jty5t7367hreu	36	42	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	36	43	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	36	44	Oppose	oppose	NN
work_htfht4hrybdz3jty5t7367hreu	36	45	’	'	''
work_htfht4hrybdz3jty5t7367hreu	36	46	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	36	47	,	,	,
work_htfht4hrybdz3jty5t7367hreu	36	48	while	while	IN
work_htfht4hrybdz3jty5t7367hreu	36	49	top-	top-	DT
work_htfht4hrybdz3jty5t7367hreu	36	50	ics	ics	NN
work_htfht4hrybdz3jty5t7367hreu	36	51	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	36	52	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	36	53	level-3	level-3	NNP
work_htfht4hrybdz3jty5t7367hreu	36	54	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	36	55	below	below	IN
work_htfht4hrybdz3jty5t7367hreu	36	56	contain	contain	VBP
work_htfht4hrybdz3jty5t7367hreu	36	57	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	36	58	under	under	IN
work_htfht4hrybdz3jty5t7367hreu	36	59	differ-	differ-	JJ
work_htfht4hrybdz3jty5t7367hreu	36	60	ent	ent	NN
work_htfht4hrybdz3jty5t7367hreu	36	61	stances	stance	NNS
work_htfht4hrybdz3jty5t7367hreu	36	62	.	.	.
work_htfht4hrybdz3jty5t7367hreu	37	1	Assuming	assume	VBG
work_htfht4hrybdz3jty5t7367hreu	37	2	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	37	3	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	37	4	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	37	5	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	37	6	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	37	7	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	37	8	gen-	gen-	RB
work_htfht4hrybdz3jty5t7367hreu	37	9	erated	erate	VBN
work_htfht4hrybdz3jty5t7367hreu	37	10	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	37	11	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	37	12	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	37	13	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	37	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	37	15	root	root	NN
work_htfht4hrybdz3jty5t7367hreu	37	16	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	37	17	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	37	18	leaf	leaf	NN
work_htfht4hrybdz3jty5t7367hreu	37	19	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	37	20	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	37	21	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	37	22	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	37	23	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	37	24	,	,	,
work_htfht4hrybdz3jty5t7367hreu	37	25	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	37	26	assignment	assignment	NN
work_htfht4hrybdz3jty5t7367hreu	37	27	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	37	28	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	37	29	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	37	30	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	37	31	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	37	32	re-	re-	RB
work_htfht4hrybdz3jty5t7367hreu	37	33	garded	garde	VBN
work_htfht4hrybdz3jty5t7367hreu	37	34	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	37	35	following	follow	VBG
work_htfht4hrybdz3jty5t7367hreu	37	36	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	37	37	nested	nest	VBN
work_htfht4hrybdz3jty5t7367hreu	37	38	Chinese	Chinese	NNP
work_htfht4hrybdz3jty5t7367hreu	37	39	Restaurant	Restaurant	NNP
work_htfht4hrybdz3jty5t7367hreu	37	40	Processes	process	NNS
work_htfht4hrybdz3jty5t7367hreu	37	41	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	37	42	nCRPs	ncrps	NN
work_htfht4hrybdz3jty5t7367hreu	37	43	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	37	44	.	.	.
work_htfht4hrybdz3jty5t7367hreu	38	1	Furthermore	furthermore	RB
work_htfht4hrybdz3jty5t7367hreu	38	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	38	3	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	38	4	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	38	5	Pitman	Pitman	NNP
work_htfht4hrybdz3jty5t7367hreu	38	6	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	38	7	Yor	Yor	NNP
work_htfht4hrybdz3jty5t7367hreu	38	8	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	38	9	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	38	10	employed	employ	VBN
work_htfht4hrybdz3jty5t7367hreu	38	11	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	38	12	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	38	13	prior	prior	NN
work_htfht4hrybdz3jty5t7367hreu	38	14	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	38	15	model	model	VB
work_htfht4hrybdz3jty5t7367hreu	38	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	38	17	generation	generation	NN
work_htfht4hrybdz3jty5t7367hreu	38	18	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	38	19	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	38	20	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	38	21	October	October	NNP
work_htfht4hrybdz3jty5t7367hreu	38	22	8	8	CD
work_htfht4hrybdz3jty5t7367hreu	38	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	38	24	2018	2018	CD
work_htfht4hrybdz3jty5t7367hreu	38	25	arbitrary	arbitrary	JJ
work_htfht4hrybdz3jty5t7367hreu	38	26	length	length	NN
work_htfht4hrybdz3jty5t7367hreu	38	27	.	.	.
work_htfht4hrybdz3jty5t7367hreu	39	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	39	2	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	39	3	also	also	RB
work_htfht4hrybdz3jty5t7367hreu	39	4	explored	explore	VBN
work_htfht4hrybdz3jty5t7367hreu	39	5	various	various	JJ
work_htfht4hrybdz3jty5t7367hreu	39	6	approaches	approach	NNS
work_htfht4hrybdz3jty5t7367hreu	39	7	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	39	8	incorporating	incorporate	VBG
work_htfht4hrybdz3jty5t7367hreu	39	9	prior	prior	JJ
work_htfht4hrybdz3jty5t7367hreu	39	10	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	39	11	such	such	JJ
work_htfht4hrybdz3jty5t7367hreu	39	12	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	39	13	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	39	14	lexicons	lexicon	NNS
work_htfht4hrybdz3jty5t7367hreu	39	15	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	39	16	hashtags	hashtag	NNS
work_htfht4hrybdz3jty5t7367hreu	39	17	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	39	18	order	order	NN
work_htfht4hrybdz3jty5t7367hreu	39	19	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	39	20	improve	improve	VB
work_htfht4hrybdz3jty5t7367hreu	39	21	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	39	22	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	39	23	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	39	24	accu-	accu-	NN
work_htfht4hrybdz3jty5t7367hreu	39	25	racy	racy	NN
work_htfht4hrybdz3jty5t7367hreu	39	26	.	.	.
work_htfht4hrybdz3jty5t7367hreu	40	1	To	to	IN
work_htfht4hrybdz3jty5t7367hreu	40	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	40	3	best	good	JJS
work_htfht4hrybdz3jty5t7367hreu	40	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	40	5	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	40	6	knowledge	knowledge	NN
work_htfht4hrybdz3jty5t7367hreu	40	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	40	8	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	40	9	work	work	NN
work_htfht4hrybdz3jty5t7367hreu	40	10	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	40	11	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	40	12	first	first	JJ
work_htfht4hrybdz3jty5t7367hreu	40	13	attempt	attempt	NN
work_htfht4hrybdz3jty5t7367hreu	40	14	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	40	15	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	40	16	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	40	17	detection	detection	NN
work_htfht4hrybdz3jty5t7367hreu	40	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	41	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	41	2	proposed	propose	VBN
work_htfht4hrybdz3jty5t7367hreu	41	3	approach	approach	NN
work_htfht4hrybdz3jty5t7367hreu	41	4	has	have	VBZ
work_htfht4hrybdz3jty5t7367hreu	41	5	been	be	VBN
work_htfht4hrybdz3jty5t7367hreu	41	6	evaluated	evaluate	VBN
work_htfht4hrybdz3jty5t7367hreu	41	7	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	41	8	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	41	9	Twitter	Twitter	NNP
work_htfht4hrybdz3jty5t7367hreu	41	10	corpora	corpora	NN
work_htfht4hrybdz3jty5t7367hreu	41	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	42	1	Experimental	experimental	JJ
work_htfht4hrybdz3jty5t7367hreu	42	2	re-	re-	JJ
work_htfht4hrybdz3jty5t7367hreu	42	3	sults	sult	NNS
work_htfht4hrybdz3jty5t7367hreu	42	4	demonstrate	demonstrate	VBP
work_htfht4hrybdz3jty5t7367hreu	42	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	42	6	effectiveness	effectiveness	NN
work_htfht4hrybdz3jty5t7367hreu	42	7	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	42	8	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	42	9	approach	approach	NN
work_htfht4hrybdz3jty5t7367hreu	42	10	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	42	11	compar-	compar-	NNP
work_htfht4hrybdz3jty5t7367hreu	42	12	ison	ison	NNP
work_htfht4hrybdz3jty5t7367hreu	42	13	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	42	14	existing	exist	VBG
work_htfht4hrybdz3jty5t7367hreu	42	15	approaches	approach	NNS
work_htfht4hrybdz3jty5t7367hreu	42	16	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	42	17	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	42	18	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	42	19	detection	detection	NN
work_htfht4hrybdz3jty5t7367hreu	42	20	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	42	21	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	42	22	discovery	discovery	NN
work_htfht4hrybdz3jty5t7367hreu	42	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	43	1	Our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	43	2	source	source	NN
work_htfht4hrybdz3jty5t7367hreu	43	3	code	code	NN
work_htfht4hrybdz3jty5t7367hreu	43	4	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	43	5	made	make	VBN
work_htfht4hrybdz3jty5t7367hreu	43	6	available	available	JJ
work_htfht4hrybdz3jty5t7367hreu	43	7	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	43	8	https://github.com/somethingx86/HOP	https://github.com/somethingx86/HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	43	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	44	1	2	2	LS
work_htfht4hrybdz3jty5t7367hreu	44	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	45	1	Related	related	JJ
work_htfht4hrybdz3jty5t7367hreu	45	2	Work	work	NN
work_htfht4hrybdz3jty5t7367hreu	45	3	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	45	4	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	45	5	section	section	NN
work_htfht4hrybdz3jty5t7367hreu	45	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	45	7	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	45	8	give	give	VBP
work_htfht4hrybdz3jty5t7367hreu	45	9	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	45	10	brief	brief	JJ
work_htfht4hrybdz3jty5t7367hreu	45	11	review	review	NN
work_htfht4hrybdz3jty5t7367hreu	45	12	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	45	13	four	four	CD
work_htfht4hrybdz3jty5t7367hreu	45	14	related	related	JJ
work_htfht4hrybdz3jty5t7367hreu	45	15	lines	line	NNS
work_htfht4hrybdz3jty5t7367hreu	45	16	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	45	17	research	research	NN
work_htfht4hrybdz3jty5t7367hreu	45	18	:	:	:
work_htfht4hrybdz3jty5t7367hreu	45	19	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	45	20	mining	mining	NN
work_htfht4hrybdz3jty5t7367hreu	45	21	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	45	22	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	45	23	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	45	24	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	45	25	,	,	,
work_htfht4hrybdz3jty5t7367hreu	45	26	hierarchical	hierarchical	NNP
work_htfht4hrybdz3jty5t7367hreu	45	27	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	45	28	extraction	extraction	NN
work_htfht4hrybdz3jty5t7367hreu	45	29	,	,	,
work_htfht4hrybdz3jty5t7367hreu	45	30	topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	45	31	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	45	32	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	45	33	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	45	34	deep	deep	JJ
work_htfht4hrybdz3jty5t7367hreu	45	35	learning	learning	NN
work_htfht4hrybdz3jty5t7367hreu	45	36	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	45	37	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	45	38	analysis	analysis	NN
work_htfht4hrybdz3jty5t7367hreu	45	39	.	.	.
work_htfht4hrybdz3jty5t7367hreu	46	1	2.1	2.1	CD
work_htfht4hrybdz3jty5t7367hreu	46	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	47	1	Opinion	Opinion	NNP
work_htfht4hrybdz3jty5t7367hreu	47	2	Mining	Mining	NNP
work_htfht4hrybdz3jty5t7367hreu	47	3	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	47	4	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	47	5	Topic	Topic	NNP
work_htfht4hrybdz3jty5t7367hreu	47	6	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	47	7	Topic	topic	JJ
work_htfht4hrybdz3jty5t7367hreu	47	8	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	47	9	such	such	JJ
work_htfht4hrybdz3jty5t7367hreu	47	10	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	47	11	Latent	Latent	NNP
work_htfht4hrybdz3jty5t7367hreu	47	12	Dirichlet	Dirichlet	NNP
work_htfht4hrybdz3jty5t7367hreu	47	13	Allocation	Allocation	NNP
work_htfht4hrybdz3jty5t7367hreu	47	14	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	47	15	LDA	LDA	NNP
work_htfht4hrybdz3jty5t7367hreu	47	16	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	47	17	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	47	18	Blei	Blei	NNP
work_htfht4hrybdz3jty5t7367hreu	47	19	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	47	20	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	47	21	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	47	22	,	,	,
work_htfht4hrybdz3jty5t7367hreu	47	23	2003	2003	CD
work_htfht4hrybdz3jty5t7367hreu	47	24	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	47	25	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	47	26	been	be	VBN
work_htfht4hrybdz3jty5t7367hreu	47	27	proven	prove	VBN
work_htfht4hrybdz3jty5t7367hreu	47	28	effective	effective	JJ
work_htfht4hrybdz3jty5t7367hreu	47	29	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	47	30	opin-	opin-	NN
work_htfht4hrybdz3jty5t7367hreu	47	31	ion	ion	NN
work_htfht4hrybdz3jty5t7367hreu	47	32	mining	mining	NN
work_htfht4hrybdz3jty5t7367hreu	47	33	.	.	.
work_htfht4hrybdz3jty5t7367hreu	48	1	Lin	Lin	NNP
work_htfht4hrybdz3jty5t7367hreu	48	2	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	48	3	He	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	48	4	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	48	5	2009	2009	CD
work_htfht4hrybdz3jty5t7367hreu	48	6	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	48	7	proposed	propose	VBD
work_htfht4hrybdz3jty5t7367hreu	48	8	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	48	9	Joint	Joint	NNP
work_htfht4hrybdz3jty5t7367hreu	48	10	Sentiment	Sentiment	NNP
work_htfht4hrybdz3jty5t7367hreu	48	11	Topic	Topic	NNP
work_htfht4hrybdz3jty5t7367hreu	48	12	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	48	13	JST	JST	NNP
work_htfht4hrybdz3jty5t7367hreu	48	14	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	48	15	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	48	16	that	that	WDT
work_htfht4hrybdz3jty5t7367hreu	48	17	extends	extend	VBZ
work_htfht4hrybdz3jty5t7367hreu	48	18	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	48	19	standard	standard	JJ
work_htfht4hrybdz3jty5t7367hreu	48	20	LDA	LDA	NNP
work_htfht4hrybdz3jty5t7367hreu	48	21	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	48	22	adding	add	VBG
work_htfht4hrybdz3jty5t7367hreu	48	23	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	48	24	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	48	25	layer	layer	NN
work_htfht4hrybdz3jty5t7367hreu	48	26	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	48	27	top	top	NN
work_htfht4hrybdz3jty5t7367hreu	48	28	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	48	29	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	48	30	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	48	31	layer	layer	NN
work_htfht4hrybdz3jty5t7367hreu	48	32	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	48	33	allow	allow	VB
work_htfht4hrybdz3jty5t7367hreu	48	34	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	48	35	extrac-	extrac-	NNP
work_htfht4hrybdz3jty5t7367hreu	48	36	tion	tion	NN
work_htfht4hrybdz3jty5t7367hreu	48	37	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	48	38	positive	positive	JJ
work_htfht4hrybdz3jty5t7367hreu	48	39	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	48	40	negative	negative	JJ
work_htfht4hrybdz3jty5t7367hreu	48	41	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	48	42	.	.	.
work_htfht4hrybdz3jty5t7367hreu	49	1	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	49	2	variant	variant	NN
work_htfht4hrybdz3jty5t7367hreu	49	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	49	4	JST	JST	NNP
work_htfht4hrybdz3jty5t7367hreu	49	5	called	call	VBN
work_htfht4hrybdz3jty5t7367hreu	49	6	reverse	reverse	JJ
work_htfht4hrybdz3jty5t7367hreu	49	7	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	49	8	JST	JST	NNP
work_htfht4hrybdz3jty5t7367hreu	49	9	was	be	VBD
work_htfht4hrybdz3jty5t7367hreu	49	10	studied	study	VBN
work_htfht4hrybdz3jty5t7367hreu	49	11	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	49	12	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	49	13	Lin	Lin	NNP
work_htfht4hrybdz3jty5t7367hreu	49	14	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	49	15	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	49	16	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	49	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	49	18	2010	2010	CD
work_htfht4hrybdz3jty5t7367hreu	49	19	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	49	20	,	,	,
work_htfht4hrybdz3jty5t7367hreu	49	21	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	49	22	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	49	23	gen-	gen-	NN
work_htfht4hrybdz3jty5t7367hreu	49	24	eration	eration	NN
work_htfht4hrybdz3jty5t7367hreu	49	25	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	49	26	sentiments	sentiment	NNS
work_htfht4hrybdz3jty5t7367hreu	49	27	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	49	28	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	49	29	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	49	30	reversed	reverse	VBN
work_htfht4hrybdz3jty5t7367hreu	49	31	.	.	.
work_htfht4hrybdz3jty5t7367hreu	50	1	Kawamae	Kawamae	NNP
work_htfht4hrybdz3jty5t7367hreu	50	2	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	50	3	2012	2012	CD
work_htfht4hrybdz3jty5t7367hreu	50	4	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	50	5	separated	separate	VBD
work_htfht4hrybdz3jty5t7367hreu	50	6	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	50	7	into	into	IN
work_htfht4hrybdz3jty5t7367hreu	50	8	aspect	aspect	JJ
work_htfht4hrybdz3jty5t7367hreu	50	9	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	50	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	50	11	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	50	12	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	50	13	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	50	14	other	other	JJ
work_htfht4hrybdz3jty5t7367hreu	50	15	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	50	16	.	.	.
work_htfht4hrybdz3jty5t7367hreu	51	1	Aspect	aspect	NN
work_htfht4hrybdz3jty5t7367hreu	51	2	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	51	3	were	be	VBD
work_htfht4hrybdz3jty5t7367hreu	51	4	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	51	5	dependent	dependent	JJ
work_htfht4hrybdz3jty5t7367hreu	51	6	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	51	7	latent	latent	NN
work_htfht4hrybdz3jty5t7367hreu	51	8	as-	as-	NN
work_htfht4hrybdz3jty5t7367hreu	51	9	pects	pect	NNS
work_htfht4hrybdz3jty5t7367hreu	51	10	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	51	11	were	be	VBD
work_htfht4hrybdz3jty5t7367hreu	51	12	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	51	13	turn	turn	NN
work_htfht4hrybdz3jty5t7367hreu	51	14	sampled	sample	VBN
work_htfht4hrybdz3jty5t7367hreu	51	15	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	51	16	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	51	17	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	51	18	associated	associate	VBN
work_htfht4hrybdz3jty5t7367hreu	51	19	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	51	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	52	1	Kim	Kim	NNP
work_htfht4hrybdz3jty5t7367hreu	52	2	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	52	3	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	52	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	53	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	53	2	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	53	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	53	4	modified	modify	VBD
work_htfht4hrybdz3jty5t7367hreu	53	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	53	6	aforementioned	aforementioned	JJ
work_htfht4hrybdz3jty5t7367hreu	53	7	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	53	8	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	53	9	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	53	10	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	53	11	recurrent	recurrent	JJ
work_htfht4hrybdz3jty5t7367hreu	53	12	Chinese	Chinese	NNP
work_htfht4hrybdz3jty5t7367hreu	53	13	Restaurant	Restaurant	NNP
work_htfht4hrybdz3jty5t7367hreu	53	14	Process	Process	NNP
work_htfht4hrybdz3jty5t7367hreu	53	15	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	53	16	rCRP	rCRP	NNP
work_htfht4hrybdz3jty5t7367hreu	53	17	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	53	18	prior	prior	RB
work_htfht4hrybdz3jty5t7367hreu	53	19	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	53	20	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	53	21	aspect	aspect	NN
work_htfht4hrybdz3jty5t7367hreu	53	22	variable	variable	JJ
work_htfht4hrybdz3jty5t7367hreu	53	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	54	1	They	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	54	2	mined	mine	VBD
work_htfht4hrybdz3jty5t7367hreu	54	3	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	54	4	hierarchy	hierarchy	NN
work_htfht4hrybdz3jty5t7367hreu	54	5	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	54	6	aspects	aspect	NNS
work_htfht4hrybdz3jty5t7367hreu	54	7	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	54	8	product	product	NN
work_htfht4hrybdz3jty5t7367hreu	54	9	reviews	review	NNS
work_htfht4hrybdz3jty5t7367hreu	54	10	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	54	11	associated	associate	VBD
work_htfht4hrybdz3jty5t7367hreu	54	12	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	54	13	aspect	aspect	NN
work_htfht4hrybdz3jty5t7367hreu	54	14	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	54	15	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	54	16	positive	positive	JJ
work_htfht4hrybdz3jty5t7367hreu	54	17	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	54	18	negative	negative	JJ
work_htfht4hrybdz3jty5t7367hreu	54	19	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	54	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	55	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	55	2	addition	addition	NN
work_htfht4hrybdz3jty5t7367hreu	55	3	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	55	4	online	online	JJ
work_htfht4hrybdz3jty5t7367hreu	55	5	reviews	review	NNS
work_htfht4hrybdz3jty5t7367hreu	55	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	55	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	55	8	LDA	LDA	NNP
work_htfht4hrybdz3jty5t7367hreu	55	9	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	55	10	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	55	11	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	55	12	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	55	13	also	also	RB
work_htfht4hrybdz3jty5t7367hreu	55	14	been	be	VBN
work_htfht4hrybdz3jty5t7367hreu	55	15	applied	apply	VBN
work_htfht4hrybdz3jty5t7367hreu	55	16	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	55	17	debate	debate	NN
work_htfht4hrybdz3jty5t7367hreu	55	18	forums	forum	NNS
work_htfht4hrybdz3jty5t7367hreu	55	19	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	55	20	Twitter	Twitter	NNP
work_htfht4hrybdz3jty5t7367hreu	55	21	.	.	.
work_htfht4hrybdz3jty5t7367hreu	56	1	Lim	Lim	NNP
work_htfht4hrybdz3jty5t7367hreu	56	2	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	56	3	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	56	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	57	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	57	2	2014	2014	CD
work_htfht4hrybdz3jty5t7367hreu	57	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	57	4	proposed	propose	VBD
work_htfht4hrybdz3jty5t7367hreu	57	5	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	57	6	Twitter	Twitter	NNP
work_htfht4hrybdz3jty5t7367hreu	57	7	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	57	8	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	57	9	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	57	10	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	57	11	makes	make	VBZ
work_htfht4hrybdz3jty5t7367hreu	57	12	use	use	NN
work_htfht4hrybdz3jty5t7367hreu	57	13	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	57	14	target	target	NN
work_htfht4hrybdz3jty5t7367hreu	57	15	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	57	16	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	57	17	pairs	pair	NNS
work_htfht4hrybdz3jty5t7367hreu	57	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	58	1	Trabelsi	Trabelsi	NNP
work_htfht4hrybdz3jty5t7367hreu	58	2	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	58	3	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	58	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	59	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	59	2	2014	2014	CD
work_htfht4hrybdz3jty5t7367hreu	59	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	59	4	designed	design	VBD
work_htfht4hrybdz3jty5t7367hreu	59	5	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	59	6	joint	joint	JJ
work_htfht4hrybdz3jty5t7367hreu	59	7	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	59	8	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	59	9	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	59	10	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	59	11	assuming	assume	VBG
work_htfht4hrybdz3jty5t7367hreu	59	12	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	59	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	59	14	distribu-	distribu-	JJ
work_htfht4hrybdz3jty5t7367hreu	59	15	tion	tion	NN
work_htfht4hrybdz3jty5t7367hreu	59	16	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	59	17	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	59	18	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	59	19	associated	associate	VBN
work_htfht4hrybdz3jty5t7367hreu	59	20	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	59	21	latent	latent	NN
work_htfht4hrybdz3jty5t7367hreu	59	22	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	59	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	60	1	Thonet	Thonet	NNP
work_htfht4hrybdz3jty5t7367hreu	60	2	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	60	3	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	60	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	61	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	61	2	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	61	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	61	4	treated	treat	VBD
work_htfht4hrybdz3jty5t7367hreu	61	5	nouns	noun	NNS
work_htfht4hrybdz3jty5t7367hreu	61	6	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	61	7	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	61	8	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	61	9	while	while	IN
work_htfht4hrybdz3jty5t7367hreu	61	10	adjectives	adjective	NNS
work_htfht4hrybdz3jty5t7367hreu	61	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	61	12	verbs	verb	NNS
work_htfht4hrybdz3jty5t7367hreu	61	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	61	14	adverbs	adverb	NNS
work_htfht4hrybdz3jty5t7367hreu	61	15	were	be	VBD
work_htfht4hrybdz3jty5t7367hreu	61	16	treated	treat	VBN
work_htfht4hrybdz3jty5t7367hreu	61	17	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	61	18	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	61	19	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	61	20	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	61	21	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	61	22	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	61	23	specific	specific	JJ
work_htfht4hrybdz3jty5t7367hreu	61	24	opin-	opin-	NN
work_htfht4hrybdz3jty5t7367hreu	61	25	ion	ion	NN
work_htfht4hrybdz3jty5t7367hreu	61	26	discovery	discovery	NN
work_htfht4hrybdz3jty5t7367hreu	61	27	.	.	.
work_htfht4hrybdz3jty5t7367hreu	62	1	Vilares	vilare	NNS
work_htfht4hrybdz3jty5t7367hreu	62	2	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	62	3	He	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	62	4	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	62	5	2017	2017	CD
work_htfht4hrybdz3jty5t7367hreu	62	6	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	62	7	focused	focus	VBD
work_htfht4hrybdz3jty5t7367hreu	62	8	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	62	9	detecting	detect	VBG
work_htfht4hrybdz3jty5t7367hreu	62	10	per-	per-	NN
work_htfht4hrybdz3jty5t7367hreu	62	11	spectives	spective	NNS
work_htfht4hrybdz3jty5t7367hreu	62	12	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	62	13	political	political	JJ
work_htfht4hrybdz3jty5t7367hreu	62	14	debates	debate	NNS
work_htfht4hrybdz3jty5t7367hreu	62	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	63	1	They	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	63	2	modelled	model	VBD
work_htfht4hrybdz3jty5t7367hreu	63	3	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	63	4	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	63	5	their	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	63	6	associated	associate	VBN
work_htfht4hrybdz3jty5t7367hreu	63	7	perspectives	perspective	NNS
work_htfht4hrybdz3jty5t7367hreu	63	8	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	63	9	latent	latent	NN
work_htfht4hrybdz3jty5t7367hreu	63	10	variables	variable	NNS
work_htfht4hrybdz3jty5t7367hreu	63	11	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	63	12	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	63	13	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	63	14	associated	associate	VBN
work_htfht4hrybdz3jty5t7367hreu	63	15	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	63	16	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	63	17	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	63	18	perspectives	perspective	VBZ
work_htfht4hrybdz3jty5t7367hreu	63	19	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	63	20	following	follow	VBG
work_htfht4hrybdz3jty5t7367hreu	63	21	different	different	JJ
work_htfht4hrybdz3jty5t7367hreu	63	22	routes	route	NNS
work_htfht4hrybdz3jty5t7367hreu	63	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	64	1	However	however	RB
work_htfht4hrybdz3jty5t7367hreu	64	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	64	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	64	4	aforementioned	aforementioned	JJ
work_htfht4hrybdz3jty5t7367hreu	64	5	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	64	6	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	64	7	not	not	RB
work_htfht4hrybdz3jty5t7367hreu	64	8	able	able	JJ
work_htfht4hrybdz3jty5t7367hreu	64	9	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	64	10	generate	generate	VB
work_htfht4hrybdz3jty5t7367hreu	64	11	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	64	12	hierarchy	hierarchy	NN
work_htfht4hrybdz3jty5t7367hreu	64	13	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	64	14	opinions	opinion	NNS
work_htfht4hrybdz3jty5t7367hreu	64	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	65	1	2.2	2.2	CD
work_htfht4hrybdz3jty5t7367hreu	65	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	66	1	Hierarchical	Hierarchical	NNP
work_htfht4hrybdz3jty5t7367hreu	66	2	Topic	Topic	NNP
work_htfht4hrybdz3jty5t7367hreu	66	3	Extraction	Extraction	NNP
work_htfht4hrybdz3jty5t7367hreu	66	4	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	66	5	general	general	JJ
work_htfht4hrybdz3jty5t7367hreu	66	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	66	7	there	there	EX
work_htfht4hrybdz3jty5t7367hreu	66	8	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	66	9	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	66	10	types	type	NNS
work_htfht4hrybdz3jty5t7367hreu	66	11	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	66	12	approaches	approach	NNS
work_htfht4hrybdz3jty5t7367hreu	66	13	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	66	14	extract-	extract-	NNP
work_htfht4hrybdz3jty5t7367hreu	66	15	ing	ing	JJ
work_htfht4hrybdz3jty5t7367hreu	66	16	topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	66	17	hierarchies	hierarchy	NNS
work_htfht4hrybdz3jty5t7367hreu	66	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	67	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	67	2	first	first	JJ
work_htfht4hrybdz3jty5t7367hreu	67	3	one	one	NN
work_htfht4hrybdz3jty5t7367hreu	67	4	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	67	5	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	67	6	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	67	7	probabilistic	probabilistic	JJ
work_htfht4hrybdz3jty5t7367hreu	67	8	graphical	graphical	JJ
work_htfht4hrybdz3jty5t7367hreu	67	9	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	67	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	68	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	68	2	example	example	NN
work_htfht4hrybdz3jty5t7367hreu	68	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	68	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	68	5	Hierarchical	Hierarchical	NNP
work_htfht4hrybdz3jty5t7367hreu	68	6	LDA	LDA	NNP
work_htfht4hrybdz3jty5t7367hreu	68	7	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	68	8	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	68	9	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	68	10	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	68	11	was	be	VBD
work_htfht4hrybdz3jty5t7367hreu	68	12	proposed	propose	VBN
work_htfht4hrybdz3jty5t7367hreu	68	13	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	68	14	discovering	discover	VBG
work_htfht4hrybdz3jty5t7367hreu	68	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	68	16	topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	68	17	hierarchies	hierarchy	NNS
work_htfht4hrybdz3jty5t7367hreu	68	18	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	68	19	abstracts	abstract	NNS
work_htfht4hrybdz3jty5t7367hreu	68	20	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	68	21	scientific	scientific	JJ
work_htfht4hrybdz3jty5t7367hreu	68	22	papers	paper	NNS
work_htfht4hrybdz3jty5t7367hreu	68	23	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	68	24	Blei	Blei	NNP
work_htfht4hrybdz3jty5t7367hreu	68	25	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	68	26	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	68	27	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	68	28	,	,	,
work_htfht4hrybdz3jty5t7367hreu	68	29	2010	2010	CD
work_htfht4hrybdz3jty5t7367hreu	68	30	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	68	31	.	.	.
work_htfht4hrybdz3jty5t7367hreu	69	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	69	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	69	3	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	69	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	69	5	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	69	6	document	document	NN
work_htfht4hrybdz3jty5t7367hreu	69	7	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	69	8	assumed	assume	VBN
work_htfht4hrybdz3jty5t7367hreu	69	9	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	69	10	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	69	11	attached	attach	VBN
work_htfht4hrybdz3jty5t7367hreu	69	12	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	69	13	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	69	14	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	69	15	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	69	16	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	69	17	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	69	18	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	69	19	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	69	20	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	69	21	.	.	.
work_htfht4hrybdz3jty5t7367hreu	70	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	70	2	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	70	3	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	70	4	induce	induce	VB
work_htfht4hrybdz3jty5t7367hreu	70	5	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	70	6	set	set	NN
work_htfht4hrybdz3jty5t7367hreu	70	7	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	70	8	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	70	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	70	10	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	70	11	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	70	12	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	70	13	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	70	14	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	70	15	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	70	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	70	17	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	70	18	way	way	NN
work_htfht4hrybdz3jty5t7367hreu	70	19	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	70	20	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	70	21	LDA	LDA	NNP
work_htfht4hrybdz3jty5t7367hreu	70	22	.	.	.
work_htfht4hrybdz3jty5t7367hreu	71	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	71	2	allo-	allo-	NNP
work_htfht4hrybdz3jty5t7367hreu	71	3	cation	cation	NNP
work_htfht4hrybdz3jty5t7367hreu	71	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	71	5	paths	path	NNS
work_htfht4hrybdz3jty5t7367hreu	71	6	follows	follow	VBZ
work_htfht4hrybdz3jty5t7367hreu	71	7	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	71	8	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	71	9	prior	prior	NN
work_htfht4hrybdz3jty5t7367hreu	71	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	72	1	Kim	Kim	NNP
work_htfht4hrybdz3jty5t7367hreu	72	2	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	72	3	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	72	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	73	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	73	2	2012	2012	CD
work_htfht4hrybdz3jty5t7367hreu	73	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	73	4	argued	argue	VBD
work_htfht4hrybdz3jty5t7367hreu	73	5	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	73	6	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	73	7	should	should	MD
work_htfht4hrybdz3jty5t7367hreu	73	8	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	73	9	distributed	distribute	VBN
work_htfht4hrybdz3jty5t7367hreu	73	10	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	73	11	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	73	12	whole	whole	JJ
work_htfht4hrybdz3jty5t7367hreu	73	13	nodes	node	NNS
work_htfht4hrybdz3jty5t7367hreu	73	14	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	73	15	hier-	hier-	NNP
work_htfht4hrybdz3jty5t7367hreu	73	16	archy	archy	NN
work_htfht4hrybdz3jty5t7367hreu	73	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	74	1	They	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	74	2	achieved	achieve	VBD
work_htfht4hrybdz3jty5t7367hreu	74	3	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	74	4	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	74	5	placing	place	VBG
work_htfht4hrybdz3jty5t7367hreu	74	6	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	74	7	rCRP	rcrp	NN
work_htfht4hrybdz3jty5t7367hreu	74	8	prior	prior	RB
work_htfht4hrybdz3jty5t7367hreu	74	9	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	74	10	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	74	11	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	74	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	75	1	Jordan	Jordan	NNP
work_htfht4hrybdz3jty5t7367hreu	75	2	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	75	3	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	75	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	76	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	76	2	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	76	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	76	4	proposed	propose	VBD
work_htfht4hrybdz3jty5t7367hreu	76	5	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	76	6	nonparametric	nonparametric	JJ
work_htfht4hrybdz3jty5t7367hreu	76	7	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	76	8	called	call	VBD
work_htfht4hrybdz3jty5t7367hreu	76	9	nested	nest	VBN
work_htfht4hrybdz3jty5t7367hreu	76	10	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	76	11	Dirichlet	Dirichlet	NNP
work_htfht4hrybdz3jty5t7367hreu	76	12	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	76	13	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	76	14	allow	allow	VB
work_htfht4hrybdz3jty5t7367hreu	76	15	shared	shared	JJ
work_htfht4hrybdz3jty5t7367hreu	76	16	groups	group	NNS
work_htfht4hrybdz3jty5t7367hreu	76	17	among	among	IN
work_htfht4hrybdz3jty5t7367hreu	76	18	clusters	cluster	NNS
work_htfht4hrybdz3jty5t7367hreu	76	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	77	1	Their	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	77	2	work	work	NN
work_htfht4hrybdz3jty5t7367hreu	77	3	extended	extend	VBD
work_htfht4hrybdz3jty5t7367hreu	77	4	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	77	5	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	77	6	incorporating	incorporate	VBG
work_htfht4hrybdz3jty5t7367hreu	77	7	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	77	8	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	77	9	Dirichlet	Dirichlet	NNP
work_htfht4hrybdz3jty5t7367hreu	77	10	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	77	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	78	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	78	2	second	second	JJ
work_htfht4hrybdz3jty5t7367hreu	78	3	type	type	NN
work_htfht4hrybdz3jty5t7367hreu	78	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	78	5	approaches	approach	NNS
work_htfht4hrybdz3jty5t7367hreu	78	6	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	78	7	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	78	8	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	78	9	extrac-	extrac-	XX
work_htfht4hrybdz3jty5t7367hreu	78	10	tion	tion	NN
work_htfht4hrybdz3jty5t7367hreu	78	11	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	78	12	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	78	13	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	78	14	frequent	frequent	JJ
work_htfht4hrybdz3jty5t7367hreu	78	15	pattern	pattern	NN
work_htfht4hrybdz3jty5t7367hreu	78	16	mining	mining	NN
work_htfht4hrybdz3jty5t7367hreu	78	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	79	1	An	an	DT
work_htfht4hrybdz3jty5t7367hreu	79	2	early	early	JJ
work_htfht4hrybdz3jty5t7367hreu	79	3	work	work	NN
work_htfht4hrybdz3jty5t7367hreu	79	4	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	79	5	fre-	fre-	FW
work_htfht4hrybdz3jty5t7367hreu	79	6	quent	quent	NNP
work_htfht4hrybdz3jty5t7367hreu	79	7	itemset	itemset	NN
work_htfht4hrybdz3jty5t7367hreu	79	8	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	79	9	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	79	10	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	79	11	clustering	clustering	NN
work_htfht4hrybdz3jty5t7367hreu	79	12	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	79	13	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	79	14	Fung	Fung	NNP
work_htfht4hrybdz3jty5t7367hreu	79	15	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	79	16	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	79	17	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	79	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	79	19	2003	2003	CD
work_htfht4hrybdz3jty5t7367hreu	79	20	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	79	21	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	79	22	simply	simply	RB
work_htfht4hrybdz3jty5t7367hreu	79	23	clustered	cluster	VBD
work_htfht4hrybdz3jty5t7367hreu	79	24	documents	document	NNS
work_htfht4hrybdz3jty5t7367hreu	79	25	according	accord	VBG
work_htfht4hrybdz3jty5t7367hreu	79	26	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	79	27	their	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	79	28	shared	share	VBN
work_htfht4hrybdz3jty5t7367hreu	79	29	items	item	NNS
work_htfht4hrybdz3jty5t7367hreu	79	30	.	.	.
work_htfht4hrybdz3jty5t7367hreu	80	1	Wang	Wang	NNP
work_htfht4hrybdz3jty5t7367hreu	80	2	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	80	3	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	80	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	81	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	81	2	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	81	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	81	4	developed	develop	VBD
work_htfht4hrybdz3jty5t7367hreu	81	5	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	81	6	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	81	7	min-	min-	NN
work_htfht4hrybdz3jty5t7367hreu	81	8	ing	ing	NN
work_htfht4hrybdz3jty5t7367hreu	81	9	framework	framework	NN
work_htfht4hrybdz3jty5t7367hreu	81	10	called	call	VBD
work_htfht4hrybdz3jty5t7367hreu	81	11	CATHY	CATHY	NNP
work_htfht4hrybdz3jty5t7367hreu	81	12	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	81	13	Constructing	construct	VBG
work_htfht4hrybdz3jty5t7367hreu	81	14	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	81	15	Topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	81	16	Hier-	hier-	NN
work_htfht4hrybdz3jty5t7367hreu	81	17	archY	archy	CD
work_htfht4hrybdz3jty5t7367hreu	81	18	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	81	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	82	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	82	2	first	first	RB
work_htfht4hrybdz3jty5t7367hreu	82	3	builds	build	VBZ
work_htfht4hrybdz3jty5t7367hreu	82	4	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	82	5	term	term	NN
work_htfht4hrybdz3jty5t7367hreu	82	6	co	co	NN
work_htfht4hrybdz3jty5t7367hreu	82	7	-	-	JJ
work_htfht4hrybdz3jty5t7367hreu	82	8	occurrence	occurrence	JJ
work_htfht4hrybdz3jty5t7367hreu	82	9	network	network	NN
work_htfht4hrybdz3jty5t7367hreu	82	10	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	82	11	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	82	12	fre-	fre-	RB
work_htfht4hrybdz3jty5t7367hreu	82	13	quent	quent	JJ
work_htfht4hrybdz3jty5t7367hreu	82	14	pattern	pattern	NN
work_htfht4hrybdz3jty5t7367hreu	82	15	mining	mining	NN
work_htfht4hrybdz3jty5t7367hreu	82	16	method	method	NN
work_htfht4hrybdz3jty5t7367hreu	82	17	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	82	18	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	82	19	commonly	commonly	RB
work_htfht4hrybdz3jty5t7367hreu	82	20	used	use	VBN
work_htfht4hrybdz3jty5t7367hreu	82	21	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	82	22	as-	as-	JJ
work_htfht4hrybdz3jty5t7367hreu	82	23	sociation	sociation	NN
work_htfht4hrybdz3jty5t7367hreu	82	24	rule	rule	NN
work_htfht4hrybdz3jty5t7367hreu	82	25	mining	mining	NN
work_htfht4hrybdz3jty5t7367hreu	82	26	.	.	.
work_htfht4hrybdz3jty5t7367hreu	83	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	83	2	initial	initial	JJ
work_htfht4hrybdz3jty5t7367hreu	83	3	network	network	NN
work_htfht4hrybdz3jty5t7367hreu	83	4	corresponds	correspond	VBZ
work_htfht4hrybdz3jty5t7367hreu	83	5	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	83	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	83	7	root	root	NN
work_htfht4hrybdz3jty5t7367hreu	83	8	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	83	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	84	1	Then	then	RB
work_htfht4hrybdz3jty5t7367hreu	84	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	84	3	network	network	NN
work_htfht4hrybdz3jty5t7367hreu	84	4	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	84	5	clustered	cluster	VBN
work_htfht4hrybdz3jty5t7367hreu	84	6	into	into	IN
work_htfht4hrybdz3jty5t7367hreu	84	7	subtopic	subtopic	JJ
work_htfht4hrybdz3jty5t7367hreu	84	8	net-	net-	NN
work_htfht4hrybdz3jty5t7367hreu	84	9	works	work	NNS
work_htfht4hrybdz3jty5t7367hreu	84	10	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	84	11	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	84	12	probabilistic	probabilistic	JJ
work_htfht4hrybdz3jty5t7367hreu	84	13	way	way	NN
work_htfht4hrybdz3jty5t7367hreu	84	14	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	84	15	assuming	assume	VBG
work_htfht4hrybdz3jty5t7367hreu	84	16	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	84	17	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	84	18	term	term	NN
work_htfht4hrybdz3jty5t7367hreu	84	19	co-	co-	VBN
work_htfht4hrybdz3jty5t7367hreu	84	20	occurrence	occurrence	NN
work_htfht4hrybdz3jty5t7367hreu	84	21	was	be	VBD
work_htfht4hrybdz3jty5t7367hreu	84	22	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	84	23	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	84	24	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	84	25	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	84	26	.	.	.
work_htfht4hrybdz3jty5t7367hreu	85	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	85	2	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	85	3	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	85	4	repeated	repeat	VBN
work_htfht4hrybdz3jty5t7367hreu	85	5	until	until	IN
work_htfht4hrybdz3jty5t7367hreu	85	6	no	no	DT
work_htfht4hrybdz3jty5t7367hreu	85	7	subtopics	subtopic	NNS
work_htfht4hrybdz3jty5t7367hreu	85	8	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	85	9	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	85	10	found	find	VBN
work_htfht4hrybdz3jty5t7367hreu	85	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	86	1	2.3	2.3	LS
work_htfht4hrybdz3jty5t7367hreu	86	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	87	1	Topical	Topical	NNP
work_htfht4hrybdz3jty5t7367hreu	87	2	Phrase	Phrase	NNP
work_htfht4hrybdz3jty5t7367hreu	87	3	Models	Models	NNPS
work_htfht4hrybdz3jty5t7367hreu	87	4	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	87	5	order	order	NN
work_htfht4hrybdz3jty5t7367hreu	87	6	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	87	7	address	address	VB
work_htfht4hrybdz3jty5t7367hreu	87	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	87	9	wide	wide	JJ
work_htfht4hrybdz3jty5t7367hreu	87	10	occurring	occurring	NN
work_htfht4hrybdz3jty5t7367hreu	87	11	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	87	12	un	un	NNP
work_htfht4hrybdz3jty5t7367hreu	87	13	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	87	14	semantically	semantically	RB
work_htfht4hrybdz3jty5t7367hreu	87	15	de-	de-	RB
work_htfht4hrybdz3jty5t7367hreu	87	16	composable	composable	JJ
work_htfht4hrybdz3jty5t7367hreu	87	17	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	87	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	87	19	various	various	JJ
work_htfht4hrybdz3jty5t7367hreu	87	20	topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	87	21	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	87	22	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	87	23	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	87	24	been	be	VBN
work_htfht4hrybdz3jty5t7367hreu	87	25	proposed	propose	VBN
work_htfht4hrybdz3jty5t7367hreu	87	26	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	87	27	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	87	28	literature	literature	NN
work_htfht4hrybdz3jty5t7367hreu	87	29	.	.	.
work_htfht4hrybdz3jty5t7367hreu	88	1	Wallach	Wallach	NNP
work_htfht4hrybdz3jty5t7367hreu	88	2	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	88	3	2006	2006	CD
work_htfht4hrybdz3jty5t7367hreu	88	4	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	88	5	made	make	VBD
work_htfht4hrybdz3jty5t7367hreu	88	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	88	7	first	first	JJ
work_htfht4hrybdz3jty5t7367hreu	88	8	attempt	attempt	NN
work_htfht4hrybdz3jty5t7367hreu	88	9	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	88	10	extend	extend	VB
work_htfht4hrybdz3jty5t7367hreu	88	11	LDA	LDA	NNP
work_htfht4hrybdz3jty5t7367hreu	88	12	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	88	13	incorporating	incorporate	VBG
work_htfht4hrybdz3jty5t7367hreu	88	14	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	88	15	Dirichlet	Dirichlet	NNP
work_htfht4hrybdz3jty5t7367hreu	88	16	language	language	NN
work_htfht4hrybdz3jty5t7367hreu	88	17	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	88	18	called	call	VBN
work_htfht4hrybdz3jty5t7367hreu	88	19	Bigram	Bigram	NNP
work_htfht4hrybdz3jty5t7367hreu	88	20	Topic	Topic	NNP
work_htfht4hrybdz3jty5t7367hreu	88	21	Model	Model	NNP
work_htfht4hrybdz3jty5t7367hreu	88	22	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	88	23	BTM	BTM	NNP
work_htfht4hrybdz3jty5t7367hreu	88	24	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	88	25	,	,	,
work_htfht4hrybdz3jty5t7367hreu	88	26	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	88	27	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	88	28	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	88	29	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	88	30	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	88	31	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	88	32	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	88	33	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	88	34	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	88	35	vocabulary	vocabulary	NN
work_htfht4hrybdz3jty5t7367hreu	88	36	following	follow	VBG
work_htfht4hrybdz3jty5t7367hreu	88	37	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	88	38	two-	two-	JJ
work_htfht4hrybdz3jty5t7367hreu	88	39	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	88	40	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	88	41	Dirichlet	Dirichlet	NNP
work_htfht4hrybdz3jty5t7367hreu	88	42	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	88	43	.	.	.
work_htfht4hrybdz3jty5t7367hreu	89	1	Wang	Wang	NNP
work_htfht4hrybdz3jty5t7367hreu	89	2	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	89	3	.	.	.
work_htfht4hrybdz3jty5t7367hreu	90	1	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	90	2	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	90	3	2007	2007	CD
work_htfht4hrybdz3jty5t7367hreu	90	4	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	90	5	ex-	ex-	PRP
work_htfht4hrybdz3jty5t7367hreu	90	6	tended	tend	VBD
work_htfht4hrybdz3jty5t7367hreu	90	7	BTM	BTM	NNP
work_htfht4hrybdz3jty5t7367hreu	90	8	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	90	9	adding	add	VBG
work_htfht4hrybdz3jty5t7367hreu	90	10	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	90	11	switch	switch	NN
work_htfht4hrybdz3jty5t7367hreu	90	12	variable	variable	NN
work_htfht4hrybdz3jty5t7367hreu	90	13	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	90	14	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	90	15	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	90	16	position	position	NN
work_htfht4hrybdz3jty5t7367hreu	90	17	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	90	18	decide	decide	VB
work_htfht4hrybdz3jty5t7367hreu	90	19	whether	whether	IN
work_htfht4hrybdz3jty5t7367hreu	90	20	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	90	21	begin	begin	VB
work_htfht4hrybdz3jty5t7367hreu	90	22	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	90	23	new	new	JJ
work_htfht4hrybdz3jty5t7367hreu	90	24	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	90	25	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	90	26	gram	gram	NN
work_htfht4hrybdz3jty5t7367hreu	90	27	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	90	28	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	90	29	continue	continue	VB
work_htfht4hrybdz3jty5t7367hreu	90	30	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	90	31	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	90	32	previously	previously	RB
work_htfht4hrybdz3jty5t7367hreu	90	33	identified	identify	VBN
work_htfht4hrybdz3jty5t7367hreu	90	34	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	90	35	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	90	36	gram	gram	NN
work_htfht4hrybdz3jty5t7367hreu	90	37	.	.	.
work_htfht4hrybdz3jty5t7367hreu	91	1	El	El	NNP
work_htfht4hrybdz3jty5t7367hreu	91	2	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	91	3	Kishky	Kishky	NNP
work_htfht4hrybdz3jty5t7367hreu	91	4	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	91	5	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	91	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	92	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	92	2	2014	2014	CD
work_htfht4hrybdz3jty5t7367hreu	92	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	92	4	de-	de-	PRP
work_htfht4hrybdz3jty5t7367hreu	92	5	veloped	velope	VBD
work_htfht4hrybdz3jty5t7367hreu	92	6	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	92	7	pipeline	pipeline	NN
work_htfht4hrybdz3jty5t7367hreu	92	8	approach	approach	NN
work_htfht4hrybdz3jty5t7367hreu	92	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	92	10	called	call	VBN
work_htfht4hrybdz3jty5t7367hreu	92	11	TopMine	TopMine	NNP
work_htfht4hrybdz3jty5t7367hreu	92	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	93	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	93	2	first	first	RB
work_htfht4hrybdz3jty5t7367hreu	93	3	extracts	extract	VBZ
work_htfht4hrybdz3jty5t7367hreu	93	4	frequent	frequent	JJ
work_htfht4hrybdz3jty5t7367hreu	93	5	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	93	6	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	93	7	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	93	8	frequent	frequent	JJ
work_htfht4hrybdz3jty5t7367hreu	93	9	pattern	pattern	NN
work_htfht4hrybdz3jty5t7367hreu	93	10	mining	mining	NN
work_htfht4hrybdz3jty5t7367hreu	93	11	method	method	NN
work_htfht4hrybdz3jty5t7367hreu	93	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	94	1	Then	then	RB
work_htfht4hrybdz3jty5t7367hreu	94	2	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	94	3	LDA	LDA	NNP
work_htfht4hrybdz3jty5t7367hreu	94	4	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	94	5	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	94	6	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	94	7	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	94	8	learned	learn	VBN
work_htfht4hrybdz3jty5t7367hreu	94	9	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	94	10	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	94	11	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	94	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	94	13	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	94	14	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	94	15	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	94	16	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	94	17	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	94	18	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	94	19	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	94	20	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	94	21	.	.	.
work_htfht4hrybdz3jty5t7367hreu	95	1	He	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	95	2	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	95	3	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	95	4	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	95	5	proposed	propose	VBD
work_htfht4hrybdz3jty5t7367hreu	95	6	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	95	7	top-	top-	NNP
work_htfht4hrybdz3jty5t7367hreu	95	8	ical	ical	JJ
work_htfht4hrybdz3jty5t7367hreu	95	9	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	95	10	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	95	11	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	95	12	extends	extend	VBZ
work_htfht4hrybdz3jty5t7367hreu	95	13	TopMine	TopMine	NNP
work_htfht4hrybdz3jty5t7367hreu	95	14	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	95	15	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	95	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	95	17	hierar-	hierar-	NNP
work_htfht4hrybdz3jty5t7367hreu	95	18	chical	chical	JJ
work_htfht4hrybdz3jty5t7367hreu	95	19	Pitman	Pitman	NNP
work_htfht4hrybdz3jty5t7367hreu	95	20	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	95	21	Yor	Yor	NNP
work_htfht4hrybdz3jty5t7367hreu	95	22	Process	Process	NNP
work_htfht4hrybdz3jty5t7367hreu	95	23	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	95	24	HPYP	HPYP	NNP
work_htfht4hrybdz3jty5t7367hreu	95	25	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	95	26	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	95	27	model	model	VB
work_htfht4hrybdz3jty5t7367hreu	95	28	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	95	29	generation	generation	NN
work_htfht4hrybdz3jty5t7367hreu	95	30	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	95	31	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	95	32	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	95	33	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	95	34	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	95	35	.	.	.
work_htfht4hrybdz3jty5t7367hreu	96	1	2.4	2.4	CD
work_htfht4hrybdz3jty5t7367hreu	96	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	97	1	Deep	deep	JJ
work_htfht4hrybdz3jty5t7367hreu	97	2	Learning	learning	NN
work_htfht4hrybdz3jty5t7367hreu	97	3	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	97	4	Sentiment	Sentiment	NNP
work_htfht4hrybdz3jty5t7367hreu	97	5	Analysis	Analysis	NNP
work_htfht4hrybdz3jty5t7367hreu	97	6	Recent	recent	JJ
work_htfht4hrybdz3jty5t7367hreu	97	7	years	year	NNS
work_htfht4hrybdz3jty5t7367hreu	97	8	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	97	9	seen	see	VBN
work_htfht4hrybdz3jty5t7367hreu	97	10	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	97	11	surge	surge	NN
work_htfht4hrybdz3jty5t7367hreu	97	12	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	97	13	interests	interest	NNS
work_htfht4hrybdz3jty5t7367hreu	97	14	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	97	15	developing	develop	VBG
work_htfht4hrybdz3jty5t7367hreu	97	16	deep	deep	JJ
work_htfht4hrybdz3jty5t7367hreu	97	17	learning	learning	NN
work_htfht4hrybdz3jty5t7367hreu	97	18	approaches	approach	NNS
work_htfht4hrybdz3jty5t7367hreu	97	19	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	97	20	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	97	21	analysis	analysis	NN
work_htfht4hrybdz3jty5t7367hreu	97	22	.	.	.
work_htfht4hrybdz3jty5t7367hreu	98	1	Many	many	JJ
work_htfht4hrybdz3jty5t7367hreu	98	2	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	98	3	them	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	98	4	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	98	5	been	be	VBN
work_htfht4hrybdz3jty5t7367hreu	98	6	applied	apply	VBN
work_htfht4hrybdz3jty5t7367hreu	98	7	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	98	8	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	98	9	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	98	10	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	98	11	product	product	NN
work_htfht4hrybdz3jty5t7367hreu	98	12	re-	re-	JJ
work_htfht4hrybdz3jty5t7367hreu	98	13	views	view	NNS
work_htfht4hrybdz3jty5t7367hreu	98	14	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	98	15	Chen	Chen	NNP
work_htfht4hrybdz3jty5t7367hreu	98	16	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	98	17	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	98	18	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	98	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	98	20	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	98	21	;	;	:
work_htfht4hrybdz3jty5t7367hreu	98	22	Gui	Gui	NNP
work_htfht4hrybdz3jty5t7367hreu	98	23	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	98	24	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	98	25	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	98	26	,	,	,
work_htfht4hrybdz3jty5t7367hreu	98	27	2017	2017	CD
work_htfht4hrybdz3jty5t7367hreu	98	28	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	98	29	,	,	,
work_htfht4hrybdz3jty5t7367hreu	98	30	news	news	NN
work_htfht4hrybdz3jty5t7367hreu	98	31	articles	article	NNS
work_htfht4hrybdz3jty5t7367hreu	98	32	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	98	33	Lai	Lai	NNP
work_htfht4hrybdz3jty5t7367hreu	98	34	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	98	35	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	98	36	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	98	37	,	,	,
work_htfht4hrybdz3jty5t7367hreu	98	38	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	98	39	;	;	:
work_htfht4hrybdz3jty5t7367hreu	98	40	Nguyen	Nguyen	NNP
work_htfht4hrybdz3jty5t7367hreu	98	41	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	98	42	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	98	43	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	98	44	,	,	,
work_htfht4hrybdz3jty5t7367hreu	98	45	2017	2017	CD
work_htfht4hrybdz3jty5t7367hreu	98	46	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	98	47	as	as	RB
work_htfht4hrybdz3jty5t7367hreu	98	48	well	well	RB
work_htfht4hrybdz3jty5t7367hreu	98	49	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	98	50	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	98	51	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	98	52	Ghiassi	Ghiassi	NNP
work_htfht4hrybdz3jty5t7367hreu	98	53	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	98	54	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	98	55	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	98	56	,	,	,
work_htfht4hrybdz3jty5t7367hreu	98	57	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	98	58	;	;	:
work_htfht4hrybdz3jty5t7367hreu	98	59	Dong	Dong	NNP
work_htfht4hrybdz3jty5t7367hreu	98	60	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	98	61	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	98	62	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	98	63	,	,	,
work_htfht4hrybdz3jty5t7367hreu	98	64	2014	2014	CD
work_htfht4hrybdz3jty5t7367hreu	98	65	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	98	66	.	.	.
work_htfht4hrybdz3jty5t7367hreu	99	1	Different	different	JJ
work_htfht4hrybdz3jty5t7367hreu	99	2	neural	neural	JJ
work_htfht4hrybdz3jty5t7367hreu	99	3	network	network	NN
work_htfht4hrybdz3jty5t7367hreu	99	4	ar-	ar-	NN
work_htfht4hrybdz3jty5t7367hreu	99	5	chitectures	chitecture	NNS
work_htfht4hrybdz3jty5t7367hreu	99	6	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	99	7	been	be	VBN
work_htfht4hrybdz3jty5t7367hreu	99	8	explored	explore	VBN
work_htfht4hrybdz3jty5t7367hreu	99	9	including	include	VBG
work_htfht4hrybdz3jty5t7367hreu	99	10	Convolutional	Convolutional	NNP
work_htfht4hrybdz3jty5t7367hreu	99	11	Neural	Neural	NNP
work_htfht4hrybdz3jty5t7367hreu	99	12	Network	Network	NNP
work_htfht4hrybdz3jty5t7367hreu	99	13	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	99	14	CNN	CNN	NNP
work_htfht4hrybdz3jty5t7367hreu	99	15	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	99	16	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	99	17	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	99	18	dos	dos	NNP
work_htfht4hrybdz3jty5t7367hreu	99	19	Santos	Santos	NNP
work_htfht4hrybdz3jty5t7367hreu	99	20	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	99	21	Gatti	Gatti	NNP
work_htfht4hrybdz3jty5t7367hreu	99	22	,	,	,
work_htfht4hrybdz3jty5t7367hreu	99	23	2014	2014	CD
work_htfht4hrybdz3jty5t7367hreu	99	24	;	;	:
work_htfht4hrybdz3jty5t7367hreu	99	25	Severyn	Severyn	NNP
work_htfht4hrybdz3jty5t7367hreu	99	26	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	99	27	Moschitti	Moschitti	NNP
work_htfht4hrybdz3jty5t7367hreu	99	28	,	,	,
work_htfht4hrybdz3jty5t7367hreu	99	29	2015a	2015a	CD
work_htfht4hrybdz3jty5t7367hreu	99	30	,	,	,
work_htfht4hrybdz3jty5t7367hreu	99	31	b	b	NN
work_htfht4hrybdz3jty5t7367hreu	99	32	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	99	33	,	,	,
work_htfht4hrybdz3jty5t7367hreu	99	34	Long	Long	NNP
work_htfht4hrybdz3jty5t7367hreu	99	35	Short	Short	NNP
work_htfht4hrybdz3jty5t7367hreu	99	36	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	99	37	Term	Term	NNP
work_htfht4hrybdz3jty5t7367hreu	99	38	Memory	Memory	NNP
work_htfht4hrybdz3jty5t7367hreu	99	39	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	99	40	LSTM	LSTM	NNP
work_htfht4hrybdz3jty5t7367hreu	99	41	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	99	42	Networks	Networks	NNP
work_htfht4hrybdz3jty5t7367hreu	99	43	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	99	44	Tang	Tang	NNP
work_htfht4hrybdz3jty5t7367hreu	99	45	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	99	46	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	99	47	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	99	48	,	,	,
work_htfht4hrybdz3jty5t7367hreu	99	49	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	99	50	;	;	:
work_htfht4hrybdz3jty5t7367hreu	99	51	Wang	Wang	NNP
work_htfht4hrybdz3jty5t7367hreu	99	52	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	99	53	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	99	54	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	99	55	,	,	,
work_htfht4hrybdz3jty5t7367hreu	99	56	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	99	57	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	99	58	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	99	59	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	99	60	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	99	61	attention	attention	NN
work_htfht4hrybdz3jty5t7367hreu	99	62	mechanisms	mechanism	NNS
work_htfht4hrybdz3jty5t7367hreu	99	63	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	99	64	Ren	Ren	NNP
work_htfht4hrybdz3jty5t7367hreu	99	65	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	99	66	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	99	67	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	99	68	,	,	,
work_htfht4hrybdz3jty5t7367hreu	99	69	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	99	70	;	;	:
work_htfht4hrybdz3jty5t7367hreu	99	71	Yang	Yang	NNP
work_htfht4hrybdz3jty5t7367hreu	99	72	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	99	73	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	99	74	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	99	75	,	,	,
work_htfht4hrybdz3jty5t7367hreu	99	76	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	99	77	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	99	78	.	.	.
work_htfht4hrybdz3jty5t7367hreu	100	1	However	however	RB
work_htfht4hrybdz3jty5t7367hreu	100	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	100	3	these	these	DT
work_htfht4hrybdz3jty5t7367hreu	100	4	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	100	5	rely	rely	VBP
work_htfht4hrybdz3jty5t7367hreu	100	6	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	100	7	annotated	annotate	VBN
work_htfht4hrybdz3jty5t7367hreu	100	8	datasets	dataset	NNS
work_htfht4hrybdz3jty5t7367hreu	100	9	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	100	10	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	100	11	October	October	NNP
work_htfht4hrybdz3jty5t7367hreu	100	12	8	8	CD
work_htfht4hrybdz3jty5t7367hreu	100	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	100	14	2018	2018	CD
work_htfht4hrybdz3jty5t7367hreu	100	15	https://github.com/somethingx86/HOP	https://github.com/somethingx86/HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	100	16	γ	γ	NNP
work_htfht4hrybdz3jty5t7367hreu	100	17	α	α	NNP
work_htfht4hrybdz3jty5t7367hreu	100	18	cd,3	cd,3	NNP
work_htfht4hrybdz3jty5t7367hreu	100	19	cd,4	cd,4	NNP
work_htfht4hrybdz3jty5t7367hreu	100	20	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	100	21	,	,	,
work_htfht4hrybdz3jty5t7367hreu	100	22	L	L	NNP
work_htfht4hrybdz3jty5t7367hreu	100	23	n[1,Nd	n[1,Nd	NNP
work_htfht4hrybdz3jty5t7367hreu	100	24	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	100	25	c1	c1	NN
work_htfht4hrybdz3jty5t7367hreu	100	26	cd,2λ	cd,2λ	NNP
work_htfht4hrybdz3jty5t7367hreu	100	27	..	..	.
work_htfht4hrybdz3jty5t7367hreu	100	28	.	.	.
work_htfht4hrybdz3jty5t7367hreu	101	1	d[1,D	d[1,D	NNP
work_htfht4hrybdz3jty5t7367hreu	101	2	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	101	3	Gu	Gu	NNP
work_htfht4hrybdz3jty5t7367hreu	101	4	k	k	NNP
work_htfht4hrybdz3jty5t7367hreu	101	5	wd	wd	NNP
work_htfht4hrybdz3jty5t7367hreu	101	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	7	n,1	n,1	NNP
work_htfht4hrybdz3jty5t7367hreu	101	8	θd	θd	NNP
work_htfht4hrybdz3jty5t7367hreu	101	9	k[1,	k[1,	NNP
work_htfht4hrybdz3jty5t7367hreu	101	10	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	101	11	...	...	NFP
work_htfht4hrybdz3jty5t7367hreu	101	12	...	...	NFP
work_htfht4hrybdz3jty5t7367hreu	101	13	zd	zd	IN
work_htfht4hrybdz3jty5t7367hreu	101	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	15	n,1	n,1	NNP
work_htfht4hrybdz3jty5t7367hreu	101	16	zd	zd	IN
work_htfht4hrybdz3jty5t7367hreu	101	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	18	n,2	n,2	IN
work_htfht4hrybdz3jty5t7367hreu	101	19	wd	wd	NNP
work_htfht4hrybdz3jty5t7367hreu	101	20	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	21	n,2	n,2	NNP
work_htfht4hrybdz3jty5t7367hreu	101	22	zd	zd	NNP
work_htfht4hrybdz3jty5t7367hreu	101	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	24	n	n	NNP
work_htfht4hrybdz3jty5t7367hreu	101	25	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	26	Ud	Ud	NNP
work_htfht4hrybdz3jty5t7367hreu	101	27	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	28	n	n	CC
work_htfht4hrybdz3jty5t7367hreu	101	29	wd	wd	JJ
work_htfht4hrybdz3jty5t7367hreu	101	30	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	31	n	n	JJ
work_htfht4hrybdz3jty5t7367hreu	101	32	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	33	Ud	Ud	NNP
work_htfht4hrybdz3jty5t7367hreu	101	34	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	35	n	n	JJ
work_htfht4hrybdz3jty5t7367hreu	101	36	u[1,Ud	u[1,Ud	NNP
work_htfht4hrybdz3jty5t7367hreu	101	37	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	38	n	n	IN
work_htfht4hrybdz3jty5t7367hreu	101	39	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	101	40	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	101	41	U	u	NN
work_htfht4hrybdz3jty5t7367hreu	101	42	ηβk	ηβk	NN
work_htfht4hrybdz3jty5t7367hreu	101	43	k[1,	k[1,	NNP
work_htfht4hrybdz3jty5t7367hreu	101	44	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	101	45	d[1,D	d[1,D	NNP
work_htfht4hrybdz3jty5t7367hreu	101	46	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	101	47	cd,1	cd,1	NNP
work_htfht4hrybdz3jty5t7367hreu	101	48	cd,2	cd,2	NNP
work_htfht4hrybdz3jty5t7367hreu	101	49	cd,3	cd,3	NN
work_htfht4hrybdz3jty5t7367hreu	101	50	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	101	51	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	52	L	L	NNP
work_htfht4hrybdz3jty5t7367hreu	101	53	γ	γ	NNP
work_htfht4hrybdz3jty5t7367hreu	101	54	α	α	NNP
work_htfht4hrybdz3jty5t7367hreu	101	55	θd	θd	NNP
work_htfht4hrybdz3jty5t7367hreu	101	56	n[1,Nd	n[1,Nd	NNP
work_htfht4hrybdz3jty5t7367hreu	101	57	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	101	58	zd	zd	NNP
work_htfht4hrybdz3jty5t7367hreu	101	59	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	60	n	n	CC
work_htfht4hrybdz3jty5t7367hreu	101	61	wd	wd	NNP
work_htfht4hrybdz3jty5t7367hreu	101	62	,	,	,
work_htfht4hrybdz3jty5t7367hreu	101	63	n	n	JJ
work_htfht4hrybdz3jty5t7367hreu	101	64	..	..	.
work_htfht4hrybdz3jty5t7367hreu	101	65	.	.	.
work_htfht4hrybdz3jty5t7367hreu	102	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	102	2	a	a	LS
work_htfht4hrybdz3jty5t7367hreu	102	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	102	4	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	102	5	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	102	6	b	b	LS
work_htfht4hrybdz3jty5t7367hreu	102	7	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	102	8	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	102	9	Figure	Figure	NNP
work_htfht4hrybdz3jty5t7367hreu	102	10	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	102	11	:	:	:
work_htfht4hrybdz3jty5t7367hreu	102	12	Graphical	graphical	JJ
work_htfht4hrybdz3jty5t7367hreu	102	13	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	102	14	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	102	15	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	102	16	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	102	17	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	102	18	proposed	propose	VBN
work_htfht4hrybdz3jty5t7367hreu	102	19	Hierarchical	Hierarchical	NNP
work_htfht4hrybdz3jty5t7367hreu	102	20	Opinion	Opinion	NNP
work_htfht4hrybdz3jty5t7367hreu	102	21	Phrase	Phrase	NNP
work_htfht4hrybdz3jty5t7367hreu	102	22	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	102	23	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	102	24	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	102	25	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	102	26	.	.	.
work_htfht4hrybdz3jty5t7367hreu	103	1	Boxes	box	NNS
work_htfht4hrybdz3jty5t7367hreu	103	2	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	103	3	plate	plate	NN
work_htfht4hrybdz3jty5t7367hreu	103	4	notations	notation	NNS
work_htfht4hrybdz3jty5t7367hreu	103	5	representing	represent	VBG
work_htfht4hrybdz3jty5t7367hreu	103	6	replicates	replicate	NNS
work_htfht4hrybdz3jty5t7367hreu	103	7	.	.	.
work_htfht4hrybdz3jty5t7367hreu	104	1	Table	table	NN
work_htfht4hrybdz3jty5t7367hreu	104	2	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	104	3	:	:	:
work_htfht4hrybdz3jty5t7367hreu	104	4	Notations	notation	NNS
work_htfht4hrybdz3jty5t7367hreu	104	5	Used	use	VBN
work_htfht4hrybdz3jty5t7367hreu	104	6	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	104	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	104	8	Article	article	NN
work_htfht4hrybdz3jty5t7367hreu	104	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	105	1	Symbol	symbol	NN
work_htfht4hrybdz3jty5t7367hreu	105	2	Description	description	NN
work_htfht4hrybdz3jty5t7367hreu	105	3	βk	βk	XX
work_htfht4hrybdz3jty5t7367hreu	105	4	Topic	Topic	NNP
work_htfht4hrybdz3jty5t7367hreu	105	5	k	k	NNP
work_htfht4hrybdz3jty5t7367hreu	105	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	7	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	105	8	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	105	9	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	105	10	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	105	11	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	105	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	13	vocabulary	vocabulary	NN
work_htfht4hrybdz3jty5t7367hreu	105	14	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	105	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	16	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	105	17	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	18	lth	lth	NN
work_htfht4hrybdz3jty5t7367hreu	105	19	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	105	20	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	21	whose	whose	WP$
work_htfht4hrybdz3jty5t7367hreu	105	22	value	value	NN
work_htfht4hrybdz3jty5t7367hreu	105	23	indexes	index	VBZ
work_htfht4hrybdz3jty5t7367hreu	105	24	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	105	25	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	105	26	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	105	27	follows	follow	VBZ
work_htfht4hrybdz3jty5t7367hreu	105	28	CRP	CRP	NNP
work_htfht4hrybdz3jty5t7367hreu	105	29	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	105	30	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	31	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	105	32	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	105	33	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	34	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	105	35	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	105	36	tweet	tweet	NNP
work_htfht4hrybdz3jty5t7367hreu	105	37	d	d	NNPS
work_htfht4hrybdz3jty5t7367hreu	105	38	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	39	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	105	40	follows	follow	VBZ
work_htfht4hrybdz3jty5t7367hreu	105	41	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	105	42	θd	θd	NNP
work_htfht4hrybdz3jty5t7367hreu	105	43	Distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	105	44	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	105	45	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	46	levels	level	NNS
work_htfht4hrybdz3jty5t7367hreu	105	47	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	105	48	tweet	tweet	NNP
work_htfht4hrybdz3jty5t7367hreu	105	49	d	d	NNP
work_htfht4hrybdz3jty5t7367hreu	105	50	α	α	NNP
work_htfht4hrybdz3jty5t7367hreu	105	51	Parameter	Parameter	NNP
work_htfht4hrybdz3jty5t7367hreu	105	52	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	105	53	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	54	Dirichlet	Dirichlet	NNP
work_htfht4hrybdz3jty5t7367hreu	105	55	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	105	56	γ	γ	IN
work_htfht4hrybdz3jty5t7367hreu	105	57	Concentration	Concentration	NNP
work_htfht4hrybdz3jty5t7367hreu	105	58	parameter	parameter	NN
work_htfht4hrybdz3jty5t7367hreu	105	59	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	105	60	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	61	CRPs	CRPs	NNPS
work_htfht4hrybdz3jty5t7367hreu	105	62	η	η	NNP
work_htfht4hrybdz3jty5t7367hreu	105	63	Parameter	Parameter	NNP
work_htfht4hrybdz3jty5t7367hreu	105	64	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	105	65	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	66	symmetric	symmetric	JJ
work_htfht4hrybdz3jty5t7367hreu	105	67	Dirichlet	Dirichlet	NNP
work_htfht4hrybdz3jty5t7367hreu	105	68	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	105	69	λ	λ	CD
work_htfht4hrybdz3jty5t7367hreu	105	70	Parameter	parameter	NN
work_htfht4hrybdz3jty5t7367hreu	105	71	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	105	72	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	73	Bernoulli	Bernoulli	NNP
work_htfht4hrybdz3jty5t7367hreu	105	74	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	105	75	wd	wd	UH
work_htfht4hrybdz3jty5t7367hreu	105	76	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	77	n	n	CC
work_htfht4hrybdz3jty5t7367hreu	105	78	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	79	token	token	NN
work_htfht4hrybdz3jty5t7367hreu	105	80	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	105	81	tweet	tweet	NNP
work_htfht4hrybdz3jty5t7367hreu	105	82	d	d	NN
work_htfht4hrybdz3jty5t7367hreu	105	83	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	84	position	position	NN
work_htfht4hrybdz3jty5t7367hreu	105	85	n	n	CC
work_htfht4hrybdz3jty5t7367hreu	105	86	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	105	87	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	105	88	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	105	89	zd	zd	IN
work_htfht4hrybdz3jty5t7367hreu	105	90	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	91	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	105	92	Level	Level	NNP
work_htfht4hrybdz3jty5t7367hreu	105	93	allocation	allocation	NN
work_htfht4hrybdz3jty5t7367hreu	105	94	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	105	95	token	token	JJ
work_htfht4hrybdz3jty5t7367hreu	105	96	wd	wd	NNP
work_htfht4hrybdz3jty5t7367hreu	105	97	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	98	n	n	CC
work_htfht4hrybdz3jty5t7367hreu	105	99	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	105	100	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	105	101	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	105	102	wd	wd	UH
work_htfht4hrybdz3jty5t7367hreu	105	103	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	104	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	105	105	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	106	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	105	107	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	108	token	token	NN
work_htfht4hrybdz3jty5t7367hreu	105	109	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	105	110	tweet	tweet	NNP
work_htfht4hrybdz3jty5t7367hreu	105	111	d	d	NNS
work_htfht4hrybdz3jty5t7367hreu	105	112	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	113	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	105	114	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	105	115	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	116	position	position	NN
work_htfht4hrybdz3jty5t7367hreu	105	117	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	105	118	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	105	119	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	105	120	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	105	121	zd	zd	CD
work_htfht4hrybdz3jty5t7367hreu	105	122	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	123	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	105	124	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	125	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	105	126	Level	Level	NNP
work_htfht4hrybdz3jty5t7367hreu	105	127	allocation	allocation	NN
work_htfht4hrybdz3jty5t7367hreu	105	128	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	105	129	token	token	JJ
work_htfht4hrybdz3jty5t7367hreu	105	130	wd	wd	NNP
work_htfht4hrybdz3jty5t7367hreu	105	131	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	132	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	105	133	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	134	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	105	135	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	105	136	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	105	137	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	105	138	G0	g0	VB
work_htfht4hrybdz3jty5t7367hreu	105	139	Base	Base	NNP
work_htfht4hrybdz3jty5t7367hreu	105	140	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	105	141	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	105	142	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	143	HPYPs	HPYPs	NNPS
work_htfht4hrybdz3jty5t7367hreu	105	144	Gk	Gk	NNP
work_htfht4hrybdz3jty5t7367hreu	105	145	Topic	Topic	NNP
work_htfht4hrybdz3jty5t7367hreu	105	146	k	k	NNP
work_htfht4hrybdz3jty5t7367hreu	105	147	,	,	,
work_htfht4hrybdz3jty5t7367hreu	105	148	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	105	149	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	105	150	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	105	151	HPYP	HPYP	NNP
work_htfht4hrybdz3jty5t7367hreu	105	152	Gku	Gku	NNP
work_htfht4hrybdz3jty5t7367hreu	105	153	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	154	PYP	pyp	NN
work_htfht4hrybdz3jty5t7367hreu	105	155	that	that	WDT
work_htfht4hrybdz3jty5t7367hreu	105	156	generates	generate	VBZ
work_htfht4hrybdz3jty5t7367hreu	105	157	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	158	uth	uth	NNP
work_htfht4hrybdz3jty5t7367hreu	105	159	token	token	VBD
work_htfht4hrybdz3jty5t7367hreu	105	160	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	105	161	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	105	162	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	105	163	topic	topic	NNP
work_htfht4hrybdz3jty5t7367hreu	105	164	k	k	NNP
work_htfht4hrybdz3jty5t7367hreu	105	165	document	document	NN
work_htfht4hrybdz3jty5t7367hreu	105	166	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	105	167	either	either	CC
work_htfht4hrybdz3jty5t7367hreu	105	168	labeled	label	VBN
work_htfht4hrybdz3jty5t7367hreu	105	169	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	105	170	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	105	171	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	105	172	class	class	NN
work_htfht4hrybdz3jty5t7367hreu	105	173	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	105	174	annotated	annotate	VBD
work_htfht4hrybdz3jty5t7367hreu	105	175	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	105	176	more	more	JJR
work_htfht4hrybdz3jty5t7367hreu	105	177	fine	fine	RB
work_htfht4hrybdz3jty5t7367hreu	105	178	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	105	179	grained	grain	VBN
work_htfht4hrybdz3jty5t7367hreu	105	180	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	105	181	targets	target	NNS
work_htfht4hrybdz3jty5t7367hreu	105	182	/	/	SYM
work_htfht4hrybdz3jty5t7367hreu	105	183	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	105	184	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	105	185	training	training	NN
work_htfht4hrybdz3jty5t7367hreu	105	186	.	.	.
work_htfht4hrybdz3jty5t7367hreu	106	1	As	as	IN
work_htfht4hrybdz3jty5t7367hreu	106	2	such	such	JJ
work_htfht4hrybdz3jty5t7367hreu	106	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	106	4	they	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	106	5	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	106	6	not	not	RB
work_htfht4hrybdz3jty5t7367hreu	106	7	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	106	8	used	use	VBN
work_htfht4hrybdz3jty5t7367hreu	106	9	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	106	10	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	106	11	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	106	12	discovery	discovery	NN
work_htfht4hrybdz3jty5t7367hreu	106	13	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	106	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	106	15	absence	absence	NN
work_htfht4hrybdz3jty5t7367hreu	106	16	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	106	17	annotated	annotate	VBN
work_htfht4hrybdz3jty5t7367hreu	106	18	data	datum	NNS
work_htfht4hrybdz3jty5t7367hreu	106	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	107	1	2.5	2.5	CD
work_htfht4hrybdz3jty5t7367hreu	107	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	108	1	Summary	Summary	NNP
work_htfht4hrybdz3jty5t7367hreu	108	2	Our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	108	3	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	108	4	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	108	5	partly	partly	RB
work_htfht4hrybdz3jty5t7367hreu	108	6	inspired	inspire	VBN
work_htfht4hrybdz3jty5t7367hreu	108	7	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	108	8	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	108	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	109	1	While	while	IN
work_htfht4hrybdz3jty5t7367hreu	109	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	109	3	root	root	NN
work_htfht4hrybdz3jty5t7367hreu	109	4	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	109	5	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	109	6	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	109	7	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	109	8	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	109	9	mostly	mostly	RB
work_htfht4hrybdz3jty5t7367hreu	109	10	contain	contain	VBP
work_htfht4hrybdz3jty5t7367hreu	109	11	background	background	NN
work_htfht4hrybdz3jty5t7367hreu	109	12	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	109	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	109	14	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	109	15	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	109	16	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	109	17	able	able	JJ
work_htfht4hrybdz3jty5t7367hreu	109	18	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	109	19	extract	extract	VB
work_htfht4hrybdz3jty5t7367hreu	109	20	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	109	21	key	key	JJ
work_htfht4hrybdz3jty5t7367hreu	109	22	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	109	23	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	109	24	interest	interest	NN
work_htfht4hrybdz3jty5t7367hreu	109	25	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	109	26	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	109	27	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	109	28	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	109	29	root-	root-	JJ
work_htfht4hrybdz3jty5t7367hreu	109	30	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	109	31	.	.	.
work_htfht4hrybdz3jty5t7367hreu	110	1	Also	also	RB
work_htfht4hrybdz3jty5t7367hreu	110	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	110	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	110	4	level-2	level-2	JJ
work_htfht4hrybdz3jty5t7367hreu	110	5	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	110	6	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	110	7	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	110	8	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	110	9	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	110	10	constrained	constrain	VBN
work_htfht4hrybdz3jty5t7367hreu	110	11	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	110	12	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	110	13	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	110	14	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	110	15	related	relate	VBN
work_htfht4hrybdz3jty5t7367hreu	110	16	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	110	17	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	110	18	allow	allow	VB
work_htfht4hrybdz3jty5t7367hreu	110	19	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	110	20	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	110	21	incorporation	incorporation	NN
work_htfht4hrybdz3jty5t7367hreu	110	22	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	110	23	prior	prior	JJ
work_htfht4hrybdz3jty5t7367hreu	110	24	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	110	25	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	110	26	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	110	27	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	110	28	shown	show	VBN
work_htfht4hrybdz3jty5t7367hreu	110	29	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	110	30	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	110	31	experiments	experiment	NNS
work_htfht4hrybdz3jty5t7367hreu	110	32	section	section	NN
work_htfht4hrybdz3jty5t7367hreu	110	33	.	.	.
work_htfht4hrybdz3jty5t7367hreu	111	1	Fur-	fur-	VB
work_htfht4hrybdz3jty5t7367hreu	111	2	thermore	thermore	NN
work_htfht4hrybdz3jty5t7367hreu	111	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	111	4	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	111	5	incorporate	incorporate	VBP
work_htfht4hrybdz3jty5t7367hreu	111	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	111	7	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	111	8	Pitman	Pitman	NNP
work_htfht4hrybdz3jty5t7367hreu	111	9	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	111	10	Yor	Yor	NNP
work_htfht4hrybdz3jty5t7367hreu	111	11	Process	Process	NNP
work_htfht4hrybdz3jty5t7367hreu	111	12	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	111	13	HPYP	HPYP	NNP
work_htfht4hrybdz3jty5t7367hreu	111	14	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	111	15	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	111	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	111	17	prior	prior	NN
work_htfht4hrybdz3jty5t7367hreu	111	18	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	111	19	deal	deal	VB
work_htfht4hrybdz3jty5t7367hreu	111	20	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	111	21	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	111	22	generation	generation	NN
work_htfht4hrybdz3jty5t7367hreu	111	23	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	111	24	multi	multi	JJ
work_htfht4hrybdz3jty5t7367hreu	111	25	-	-	JJ
work_htfht4hrybdz3jty5t7367hreu	111	26	word	word	JJ
work_htfht4hrybdz3jty5t7367hreu	111	27	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	111	28	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	111	29	hence	hence	RB
work_htfht4hrybdz3jty5t7367hreu	111	30	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	111	31	proposed	propose	VBN
work_htfht4hrybdz3jty5t7367hreu	111	32	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	111	33	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	111	34	generate	generate	VB
work_htfht4hrybdz3jty5t7367hreu	111	35	hierarchi-	hierarchi-	NNP
work_htfht4hrybdz3jty5t7367hreu	111	36	cal	cal	JJ
work_htfht4hrybdz3jty5t7367hreu	111	37	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	111	38	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	111	39	better	well	JJR
work_htfht4hrybdz3jty5t7367hreu	111	40	interpretability	interpretability	NN
work_htfht4hrybdz3jty5t7367hreu	111	41	.	.	.
work_htfht4hrybdz3jty5t7367hreu	112	1	3	3	LS
work_htfht4hrybdz3jty5t7367hreu	112	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	113	1	Hierarchical	Hierarchical	NNP
work_htfht4hrybdz3jty5t7367hreu	113	2	Opinion	Opinion	NNP
work_htfht4hrybdz3jty5t7367hreu	113	3	Phrase	Phrase	NNP
work_htfht4hrybdz3jty5t7367hreu	113	4	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	113	5	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	113	6	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	113	7	Model	Model	NNP
work_htfht4hrybdz3jty5t7367hreu	113	8	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	113	9	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	113	10	section	section	NN
work_htfht4hrybdz3jty5t7367hreu	113	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	113	12	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	113	13	propose	propose	VBP
work_htfht4hrybdz3jty5t7367hreu	113	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	113	15	Hierarchical	Hierarchical	NNP
work_htfht4hrybdz3jty5t7367hreu	113	16	Opinion	Opinion	NNP
work_htfht4hrybdz3jty5t7367hreu	113	17	Phrase	Phrase	NNP
work_htfht4hrybdz3jty5t7367hreu	113	18	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	113	19	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	113	20	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	113	21	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	113	22	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	113	23	learn	learn	VB
work_htfht4hrybdz3jty5t7367hreu	113	24	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	113	25	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	113	26	hierarchy	hierarchy	NN
work_htfht4hrybdz3jty5t7367hreu	113	27	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	113	28	text	text	NN
work_htfht4hrybdz3jty5t7367hreu	113	29	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	113	30	also	also	RB
work_htfht4hrybdz3jty5t7367hreu	113	31	model	model	VB
work_htfht4hrybdz3jty5t7367hreu	113	32	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	113	33	generation	generation	NN
work_htfht4hrybdz3jty5t7367hreu	113	34	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	113	35	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	113	36	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	113	37	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	113	38	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	113	39	time	time	NN
work_htfht4hrybdz3jty5t7367hreu	113	40	.	.	.
work_htfht4hrybdz3jty5t7367hreu	114	1	Before	before	IN
work_htfht4hrybdz3jty5t7367hreu	114	2	pre-	pre-	NN
work_htfht4hrybdz3jty5t7367hreu	114	3	senting	sente	VBG
work_htfht4hrybdz3jty5t7367hreu	114	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	114	5	details	detail	NNS
work_htfht4hrybdz3jty5t7367hreu	114	6	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	114	7	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	114	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	114	9	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	114	10	first	first	RB
work_htfht4hrybdz3jty5t7367hreu	114	11	describe	describe	VBP
work_htfht4hrybdz3jty5t7367hreu	114	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	114	13	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	114	14	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	114	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	115	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	115	2	notations	notation	NNS
work_htfht4hrybdz3jty5t7367hreu	115	3	used	use	VBN
work_htfht4hrybdz3jty5t7367hreu	115	4	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	115	5	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	115	6	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	115	7	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	115	8	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	115	9	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	115	10	summarized	summarize	VBN
work_htfht4hrybdz3jty5t7367hreu	115	11	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	115	12	Table	table	NN
work_htfht4hrybdz3jty5t7367hreu	115	13	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	115	14	.	.	.
work_htfht4hrybdz3jty5t7367hreu	116	1	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	116	2	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	116	3	Blei	Blei	NNP
work_htfht4hrybdz3jty5t7367hreu	116	4	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	116	5	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	116	6	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	116	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	116	8	2010	2010	CD
work_htfht4hrybdz3jty5t7367hreu	116	9	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	116	10	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	116	11	illustrated	illustrate	VBN
work_htfht4hrybdz3jty5t7367hreu	116	12	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	116	13	Figure	Figure	NNP
work_htfht4hrybdz3jty5t7367hreu	116	14	2(a	2(a	CD
work_htfht4hrybdz3jty5t7367hreu	116	15	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	116	16	as-	as-	NNP
work_htfht4hrybdz3jty5t7367hreu	116	17	sumes	sum	VBZ
work_htfht4hrybdz3jty5t7367hreu	116	18	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	116	19	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	116	20	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	116	21	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	116	22	tied	tie	VBN
work_htfht4hrybdz3jty5t7367hreu	116	23	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	116	24	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	116	25	node	node	NN
work_htfht4hrybdz3jty5t7367hreu	116	26	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	116	27	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	116	28	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	116	29	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	116	30	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	116	31	doc-	doc-	NN
work_htfht4hrybdz3jty5t7367hreu	116	32	uments	ument	NNS
work_htfht4hrybdz3jty5t7367hreu	116	33	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	116	34	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	116	35	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	116	36	first	first	RB
work_htfht4hrybdz3jty5t7367hreu	116	37	selecting	select	VBG
work_htfht4hrybdz3jty5t7367hreu	116	38	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	116	39	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	116	40	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	116	41	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	116	42	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	116	43	,	,	,
work_htfht4hrybdz3jty5t7367hreu	116	44	then	then	RB
work_htfht4hrybdz3jty5t7367hreu	116	45	choosing	choose	VBG
work_htfht4hrybdz3jty5t7367hreu	116	46	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	116	47	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	116	48	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	116	49	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	116	50	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	116	51	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	116	52	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	116	53	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	116	54	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	116	55	finally	finally	RB
work_htfht4hrybdz3jty5t7367hreu	116	56	drawing	draw	VBG
work_htfht4hrybdz3jty5t7367hreu	116	57	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	116	58	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	116	59	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	116	60	assigned	assigned	JJ
work_htfht4hrybdz3jty5t7367hreu	116	61	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	116	62	.	.	.
work_htfht4hrybdz3jty5t7367hreu	117	1	Notations	notation	NNS
work_htfht4hrybdz3jty5t7367hreu	117	2	c	c	NNP
work_htfht4hrybdz3jty5t7367hreu	117	3	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	117	4	Figure	Figure	NNP
work_htfht4hrybdz3jty5t7367hreu	117	5	2(a	2(a	CD
work_htfht4hrybdz3jty5t7367hreu	117	6	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	117	7	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	117	8	random	random	JJ
work_htfht4hrybdz3jty5t7367hreu	117	9	variables	variable	NNS
work_htfht4hrybdz3jty5t7367hreu	117	10	indexing	index	VBG
work_htfht4hrybdz3jty5t7367hreu	117	11	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	117	12	β	β	NN
work_htfht4hrybdz3jty5t7367hreu	117	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	118	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	118	2	per	per	IN
work_htfht4hrybdz3jty5t7367hreu	118	3	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	118	4	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	118	5	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	118	6	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	118	7	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	118	8	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	118	9	cd,1	cd,1	NN
work_htfht4hrybdz3jty5t7367hreu	118	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	118	11	cd,2	cd,2	NNP
work_htfht4hrybdz3jty5t7367hreu	118	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	118	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	119	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	120	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	121	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	121	2	cd	cd	NNP
work_htfht4hrybdz3jty5t7367hreu	121	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	121	4	L	L	NNP
work_htfht4hrybdz3jty5t7367hreu	121	5	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	121	6	follows	follow	VBZ
work_htfht4hrybdz3jty5t7367hreu	121	7	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	121	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	121	9	whose	whose	WP$
work_htfht4hrybdz3jty5t7367hreu	121	10	valuing	value	VBG
work_htfht4hrybdz3jty5t7367hreu	121	11	behavior	behavior	NN
work_htfht4hrybdz3jty5t7367hreu	121	12	functions	function	NNS
work_htfht4hrybdz3jty5t7367hreu	121	13	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	121	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	121	15	affiliated	affiliated	JJ
work_htfht4hrybdz3jty5t7367hreu	121	16	tweet	tweet	NNP
work_htfht4hrybdz3jty5t7367hreu	121	17	’s	’s	POS
work_htfht4hrybdz3jty5t7367hreu	121	18	seating	seating	NN
work_htfht4hrybdz3jty5t7367hreu	121	19	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	121	20	,	,	,
work_htfht4hrybdz3jty5t7367hreu	121	21	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	121	22	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	121	23	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	121	24	described	describe	VBN
work_htfht4hrybdz3jty5t7367hreu	121	25	later	later	RB
work_htfht4hrybdz3jty5t7367hreu	121	26	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	121	27	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	121	28	introduction	introduction	NN
work_htfht4hrybdz3jty5t7367hreu	121	29	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	121	30	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	121	31	.	.	.
work_htfht4hrybdz3jty5t7367hreu	122	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	122	2	arrows	arrow	NNS
work_htfht4hrybdz3jty5t7367hreu	122	3	linking	link	VBG
work_htfht4hrybdz3jty5t7367hreu	122	4	c	c	NNP
work_htfht4hrybdz3jty5t7367hreu	122	5	indicate	indicate	VBP
work_htfht4hrybdz3jty5t7367hreu	122	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	122	7	constraint	constraint	NN
work_htfht4hrybdz3jty5t7367hreu	122	8	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	122	9	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	122	10	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	122	11	’s	’s	POS
work_htfht4hrybdz3jty5t7367hreu	122	12	lower	low	JJR
work_htfht4hrybdz3jty5t7367hreu	122	13	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	122	14	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	122	15	node	node	NN
work_htfht4hrybdz3jty5t7367hreu	122	16	could	could	MD
work_htfht4hrybdz3jty5t7367hreu	122	17	only	only	RB
work_htfht4hrybdz3jty5t7367hreu	122	18	take	take	VB
work_htfht4hrybdz3jty5t7367hreu	122	19	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	122	20	value	value	NN
work_htfht4hrybdz3jty5t7367hreu	122	21	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	122	22	indices	index	NNS
work_htfht4hrybdz3jty5t7367hreu	122	23	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	122	24	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	122	25	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	122	26	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	122	27	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	122	28	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	122	29	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	122	30	upper	upper	JJ
work_htfht4hrybdz3jty5t7367hreu	122	31	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	122	32	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	122	33	pointing	point	VBG
work_htfht4hrybdz3jty5t7367hreu	122	34	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	122	35	,	,	,
work_htfht4hrybdz3jty5t7367hreu	122	36	i.e.	i.e.	FW
work_htfht4hrybdz3jty5t7367hreu	122	37	,	,	,
work_htfht4hrybdz3jty5t7367hreu	122	38	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	122	39	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	122	40	only	only	RB
work_htfht4hrybdz3jty5t7367hreu	122	41	counts	count	VBZ
work_htfht4hrybdz3jty5t7367hreu	122	42	those	those	DT
work_htfht4hrybdz3jty5t7367hreu	122	43	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	122	44	whose	whose	WP$
work_htfht4hrybdz3jty5t7367hreu	122	45	upper	upper	JJ
work_htfht4hrybdz3jty5t7367hreu	122	46	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	122	47	takes	take	VBZ
work_htfht4hrybdz3jty5t7367hreu	122	48	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	122	49	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	122	50	value	value	NN
work_htfht4hrybdz3jty5t7367hreu	122	51	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	122	52	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	122	53	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	122	54	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	122	55	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	122	56	gen-	gen-	NN
work_htfht4hrybdz3jty5t7367hreu	122	57	erative	erative	JJ
work_htfht4hrybdz3jty5t7367hreu	122	58	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	122	59	.	.	.
work_htfht4hrybdz3jty5t7367hreu	123	1	One	one	CD
work_htfht4hrybdz3jty5t7367hreu	123	2	problem	problem	NN
work_htfht4hrybdz3jty5t7367hreu	123	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	123	4	applying	apply	VBG
work_htfht4hrybdz3jty5t7367hreu	123	5	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	123	6	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	123	7	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	123	8	discovery	discovery	NN
work_htfht4hrybdz3jty5t7367hreu	123	9	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	123	10	its	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	123	11	unconstrained	unconstrained	JJ
work_htfht4hrybdz3jty5t7367hreu	123	12	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	123	13	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	123	14	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	123	15	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	123	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	123	17	mixture	mixture	NN
work_htfht4hrybdz3jty5t7367hreu	123	18	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	123	19	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	123	20	under	under	IN
work_htfht4hrybdz3jty5t7367hreu	123	21	different	different	JJ
work_htfht4hrybdz3jty5t7367hreu	123	22	stances	stance	NNS
work_htfht4hrybdz3jty5t7367hreu	123	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	124	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	124	2	problem	problem	NN
work_htfht4hrybdz3jty5t7367hreu	124	3	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	124	4	aggravated	aggravate	VBN
work_htfht4hrybdz3jty5t7367hreu	124	5	when	when	WRB
work_htfht4hrybdz3jty5t7367hreu	124	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	124	7	corpus	corpus	NNP
work_htfht4hrybdz3jty5t7367hreu	124	8	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	124	9	noisy	noisy	JJ
work_htfht4hrybdz3jty5t7367hreu	124	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	125	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	125	2	modify	modify	VBP
work_htfht4hrybdz3jty5t7367hreu	125	3	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	125	4	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	125	5	placing	place	VBG
work_htfht4hrybdz3jty5t7367hreu	125	6	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	125	7	root	root	NN
work_htfht4hrybdz3jty5t7367hreu	125	8	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	125	9	that	that	WDT
work_htfht4hrybdz3jty5t7367hreu	125	10	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	125	11	shared	share	VBN
work_htfht4hrybdz3jty5t7367hreu	125	12	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	125	13	all	all	DT
work_htfht4hrybdz3jty5t7367hreu	125	14	documents	document	NNS
work_htfht4hrybdz3jty5t7367hreu	125	15	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	125	16	generate	generate	VB
work_htfht4hrybdz3jty5t7367hreu	125	17	common	common	JJ
work_htfht4hrybdz3jty5t7367hreu	125	18	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	125	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	126	1	Since	since	IN
work_htfht4hrybdz3jty5t7367hreu	126	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	126	3	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	126	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	126	5	stances	stance	NNS
work_htfht4hrybdz3jty5t7367hreu	126	6	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	126	7	fixed	fix	VBN
work_htfht4hrybdz3jty5t7367hreu	126	8	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	126	9	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	126	10	data	datum	NNS
work_htfht4hrybdz3jty5t7367hreu	126	11	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	126	12	“	"	``
work_htfht4hrybdz3jty5t7367hreu	126	13	Support	support	NN
work_htfht4hrybdz3jty5t7367hreu	126	14	”	"	''
work_htfht4hrybdz3jty5t7367hreu	126	15	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	126	16	“	"	``
work_htfht4hrybdz3jty5t7367hreu	126	17	Op-	op-	FW
work_htfht4hrybdz3jty5t7367hreu	126	18	pose	pose	NN
work_htfht4hrybdz3jty5t7367hreu	126	19	”	"	''
work_htfht4hrybdz3jty5t7367hreu	126	20	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	126	21	,	,	,
work_htfht4hrybdz3jty5t7367hreu	126	22	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	126	23	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	126	24	latent	latent	NN
work_htfht4hrybdz3jty5t7367hreu	126	25	variable	variable	NN
work_htfht4hrybdz3jty5t7367hreu	126	26	that	that	WDT
work_htfht4hrybdz3jty5t7367hreu	126	27	has	have	VBZ
work_htfht4hrybdz3jty5t7367hreu	126	28	only	only	RB
work_htfht4hrybdz3jty5t7367hreu	126	29	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	126	30	possible	possible	JJ
work_htfht4hrybdz3jty5t7367hreu	126	31	values	value	NNS
work_htfht4hrybdz3jty5t7367hreu	126	32	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	126	33	placed	place	VBN
work_htfht4hrybdz3jty5t7367hreu	126	34	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	126	35	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	126	36	.	.	.
work_htfht4hrybdz3jty5t7367hreu	127	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	127	2	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	127	3	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	127	4	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	127	5	therefore	therefore	RB
work_htfht4hrybdz3jty5t7367hreu	127	6	hopefully	hopefully	RB
work_htfht4hrybdz3jty5t7367hreu	127	7	separate	separate	VB
work_htfht4hrybdz3jty5t7367hreu	127	8	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	127	9	sets	set	NNS
work_htfht4hrybdz3jty5t7367hreu	127	10	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	127	11	opposing	oppose	VBG
work_htfht4hrybdz3jty5t7367hreu	127	12	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	127	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	128	1	Since	since	IN
work_htfht4hrybdz3jty5t7367hreu	128	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	128	3	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	128	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	128	5	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	128	6	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	128	7	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	128	8	fixed	fix	VBN
work_htfht4hrybdz3jty5t7367hreu	128	9	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	128	10	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	128	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	128	12	it	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	128	13	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	128	14	now	now	RB
work_htfht4hrybdz3jty5t7367hreu	128	15	possible	possible	JJ
work_htfht4hrybdz3jty5t7367hreu	128	16	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	128	17	incorporate	incorporate	VB
work_htfht4hrybdz3jty5t7367hreu	128	18	side	side	NN
work_htfht4hrybdz3jty5t7367hreu	128	19	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	128	20	into	into	IN
work_htfht4hrybdz3jty5t7367hreu	128	21	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	128	22	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	128	23	such	such	JJ
work_htfht4hrybdz3jty5t7367hreu	128	24	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	128	25	hashtags	hashtag	NNS
work_htfht4hrybdz3jty5t7367hreu	128	26	indicating	indicate	VBG
work_htfht4hrybdz3jty5t7367hreu	128	27	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	128	28	stances	stance	NNS
work_htfht4hrybdz3jty5t7367hreu	128	29	,	,	,
work_htfht4hrybdz3jty5t7367hreu	128	30	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	128	31	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	128	32	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	128	33	shown	show	VBN
work_htfht4hrybdz3jty5t7367hreu	128	34	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	128	35	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	128	36	Experiments	experiment	NNS
work_htfht4hrybdz3jty5t7367hreu	128	37	section	section	NN
work_htfht4hrybdz3jty5t7367hreu	128	38	.	.	.
work_htfht4hrybdz3jty5t7367hreu	129	1	An-	an-	CC
work_htfht4hrybdz3jty5t7367hreu	129	2	other	other	JJ
work_htfht4hrybdz3jty5t7367hreu	129	3	problem	problem	NN
work_htfht4hrybdz3jty5t7367hreu	129	4	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	129	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	129	6	original	original	JJ
work_htfht4hrybdz3jty5t7367hreu	129	7	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	129	8	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	129	9	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	129	10	it	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	129	11	operates	operate	VBZ
work_htfht4hrybdz3jty5t7367hreu	129	12	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	129	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	129	14	bag	bag	NN
work_htfht4hrybdz3jty5t7367hreu	129	15	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	129	16	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	129	17	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	129	18	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	129	19	assumption	assumption	NN
work_htfht4hrybdz3jty5t7367hreu	129	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	130	1	As	as	IN
work_htfht4hrybdz3jty5t7367hreu	130	2	such	such	JJ
work_htfht4hrybdz3jty5t7367hreu	130	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	130	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	130	5	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	130	6	results	result	NNS
work_htfht4hrybdz3jty5t7367hreu	130	7	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	130	8	less	less	RBR
work_htfht4hrybdz3jty5t7367hreu	130	9	in-	in-	RB
work_htfht4hrybdz3jty5t7367hreu	130	10	terpretable	terpretable	JJ
work_htfht4hrybdz3jty5t7367hreu	130	11	since	since	IN
work_htfht4hrybdz3jty5t7367hreu	130	12	many	many	JJ
work_htfht4hrybdz3jty5t7367hreu	130	13	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	130	14	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	130	15	not	not	RB
work_htfht4hrybdz3jty5t7367hreu	130	16	semantically	semantically	RB
work_htfht4hrybdz3jty5t7367hreu	130	17	decompos-	decompos-	JJ
work_htfht4hrybdz3jty5t7367hreu	130	18	able	able	JJ
work_htfht4hrybdz3jty5t7367hreu	130	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	131	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	131	2	therefore	therefore	RB
work_htfht4hrybdz3jty5t7367hreu	131	3	propose	propose	VBP
work_htfht4hrybdz3jty5t7367hreu	131	4	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	131	5	generate	generate	VB
work_htfht4hrybdz3jty5t7367hreu	131	6	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	131	7	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	131	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	131	9	mod-	mod-	NN
work_htfht4hrybdz3jty5t7367hreu	131	10	ified	ifie	VBN
work_htfht4hrybdz3jty5t7367hreu	131	11	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	131	12	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	131	13	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	131	14	incorporating	incorporate	VBG
work_htfht4hrybdz3jty5t7367hreu	131	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	131	16	HPYP	HPYP	NNP
work_htfht4hrybdz3jty5t7367hreu	131	17	into	into	IN
work_htfht4hrybdz3jty5t7367hreu	131	18	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	131	19	gener-	gener-	JJ
work_htfht4hrybdz3jty5t7367hreu	131	20	ative	ative	JJ
work_htfht4hrybdz3jty5t7367hreu	131	21	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	131	22	.	.	.
work_htfht4hrybdz3jty5t7367hreu	132	1	HPYP	HPYP	NNP
work_htfht4hrybdz3jty5t7367hreu	132	2	has	have	VBZ
work_htfht4hrybdz3jty5t7367hreu	132	3	been	be	VBN
work_htfht4hrybdz3jty5t7367hreu	132	4	previously	previously	RB
work_htfht4hrybdz3jty5t7367hreu	132	5	explored	explore	VBN
work_htfht4hrybdz3jty5t7367hreu	132	6	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	132	7	single-	single-	JJ
work_htfht4hrybdz3jty5t7367hreu	132	8	level	level	NNP
work_htfht4hrybdz3jty5t7367hreu	132	9	topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	132	10	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	132	11	extraction	extraction	NN
work_htfht4hrybdz3jty5t7367hreu	132	12	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	132	13	newswire	newswire	NN
work_htfht4hrybdz3jty5t7367hreu	132	14	stories	story	NNS
work_htfht4hrybdz3jty5t7367hreu	132	15	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	132	16	clinical	clinical	JJ
work_htfht4hrybdz3jty5t7367hreu	132	17	October	October	NNP
work_htfht4hrybdz3jty5t7367hreu	132	18	8	8	CD
work_htfht4hrybdz3jty5t7367hreu	132	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	132	20	2018	2018	CD
work_htfht4hrybdz3jty5t7367hreu	132	21	documents	document	NNS
work_htfht4hrybdz3jty5t7367hreu	132	22	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	132	23	Lindsey	Lindsey	NNP
work_htfht4hrybdz3jty5t7367hreu	132	24	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	132	25	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	132	26	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	132	27	,	,	,
work_htfht4hrybdz3jty5t7367hreu	132	28	2012	2012	CD
work_htfht4hrybdz3jty5t7367hreu	132	29	;	;	:
work_htfht4hrybdz3jty5t7367hreu	132	30	He	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	132	31	,	,	,
work_htfht4hrybdz3jty5t7367hreu	132	32	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	132	33	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	132	34	.	.	.
work_htfht4hrybdz3jty5t7367hreu	133	1	But	but	CC
work_htfht4hrybdz3jty5t7367hreu	133	2	it	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	133	3	has	have	VBZ
work_htfht4hrybdz3jty5t7367hreu	133	4	never	never	RB
work_htfht4hrybdz3jty5t7367hreu	133	5	been	be	VBN
work_htfht4hrybdz3jty5t7367hreu	133	6	explored	explore	VBN
work_htfht4hrybdz3jty5t7367hreu	133	7	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	133	8	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	133	9	topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	133	10	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	133	11	extraction	extraction	NN
work_htfht4hrybdz3jty5t7367hreu	133	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	134	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	134	2	comparison	comparison	NN
work_htfht4hrybdz3jty5t7367hreu	134	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	134	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	134	5	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	134	6	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	134	7	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	134	8	illustrated	illustrate	VBN
work_htfht4hrybdz3jty5t7367hreu	134	9	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	134	10	Figure	Figure	NNP
work_htfht4hrybdz3jty5t7367hreu	134	11	2(b	2(b	CD
work_htfht4hrybdz3jty5t7367hreu	134	12	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	134	13	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	134	14	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	134	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	134	16	root	root	NN
work_htfht4hrybdz3jty5t7367hreu	134	17	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	134	18	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	134	19	level-1	level-1	NNP
work_htfht4hrybdz3jty5t7367hreu	134	20	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	134	21	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	134	22	contains	contain	VBZ
work_htfht4hrybdz3jty5t7367hreu	134	23	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	134	24	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	134	25	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	134	26	in-	in-	NNP
work_htfht4hrybdz3jty5t7367hreu	134	27	terest	ter	JJS
work_htfht4hrybdz3jty5t7367hreu	134	28	that	that	WDT
work_htfht4hrybdz3jty5t7367hreu	134	29	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	134	30	shared	share	VBN
work_htfht4hrybdz3jty5t7367hreu	134	31	across	across	IN
work_htfht4hrybdz3jty5t7367hreu	134	32	all	all	DT
work_htfht4hrybdz3jty5t7367hreu	134	33	documents	document	NNS
work_htfht4hrybdz3jty5t7367hreu	134	34	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	134	35	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	134	36	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	134	37	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	134	38	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	134	39	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	134	40	layer	layer	NN
work_htfht4hrybdz3jty5t7367hreu	134	41	that	that	WDT
work_htfht4hrybdz3jty5t7367hreu	134	42	has	have	VBZ
work_htfht4hrybdz3jty5t7367hreu	134	43	only	only	RB
work_htfht4hrybdz3jty5t7367hreu	134	44	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	134	45	possible	possible	JJ
work_htfht4hrybdz3jty5t7367hreu	134	46	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	134	47	,	,	,
work_htfht4hrybdz3jty5t7367hreu	134	48	either	either	CC
work_htfht4hrybdz3jty5t7367hreu	134	49	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	134	50	Support	support	NN
work_htfht4hrybdz3jty5t7367hreu	134	51	’	'	''
work_htfht4hrybdz3jty5t7367hreu	134	52	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	134	53	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	134	54	Oppose	oppose	NN
work_htfht4hrybdz3jty5t7367hreu	134	55	’	'	''
work_htfht4hrybdz3jty5t7367hreu	134	56	.	.	.
work_htfht4hrybdz3jty5t7367hreu	135	1	Topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	135	2	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	135	3	level-3	level-3	NNP
work_htfht4hrybdz3jty5t7367hreu	135	4	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	135	5	below	below	IN
work_htfht4hrybdz3jty5t7367hreu	135	6	capture	capture	NN
work_htfht4hrybdz3jty5t7367hreu	135	7	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	135	8	under	under	IN
work_htfht4hrybdz3jty5t7367hreu	135	9	different	different	JJ
work_htfht4hrybdz3jty5t7367hreu	135	10	stances	stance	NNS
work_htfht4hrybdz3jty5t7367hreu	135	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	136	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	136	2	proposed	propose	VBN
work_htfht4hrybdz3jty5t7367hreu	136	3	approach	approach	NN
work_htfht4hrybdz3jty5t7367hreu	136	4	assumes	assume	VBZ
work_htfht4hrybdz3jty5t7367hreu	136	5	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	136	6	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	136	7	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	136	8	been	be	VBN
work_htfht4hrybdz3jty5t7367hreu	136	9	identified	identify	VBN
work_htfht4hrybdz3jty5t7367hreu	136	10	prior	prior	RB
work_htfht4hrybdz3jty5t7367hreu	136	11	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	136	12	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	136	13	learning	learning	NN
work_htfht4hrybdz3jty5t7367hreu	136	14	.	.	.
work_htfht4hrybdz3jty5t7367hreu	137	1	Phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	137	2	extraction	extraction	NN
work_htfht4hrybdz3jty5t7367hreu	137	3	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	137	4	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	137	5	done	do	VBN
work_htfht4hrybdz3jty5t7367hreu	137	6	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	137	7	many	many	JJ
work_htfht4hrybdz3jty5t7367hreu	137	8	different	different	JJ
work_htfht4hrybdz3jty5t7367hreu	137	9	approaches	approach	NNS
work_htfht4hrybdz3jty5t7367hreu	137	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	138	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	138	2	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	138	3	paper	paper	NN
work_htfht4hrybdz3jty5t7367hreu	138	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	138	5	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	138	6	ex-	ex-	VBP
work_htfht4hrybdz3jty5t7367hreu	138	7	tract	tract	VBP
work_htfht4hrybdz3jty5t7367hreu	138	8	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	138	9	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	138	10	data	datum	NNS
work_htfht4hrybdz3jty5t7367hreu	138	11	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	138	12	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	138	13	open	open	JJ
work_htfht4hrybdz3jty5t7367hreu	138	14	source	source	NN
work_htfht4hrybdz3jty5t7367hreu	138	15	toolkit	toolkit	NNS
work_htfht4hrybdz3jty5t7367hreu	138	16	called	call	VBD
work_htfht4hrybdz3jty5t7367hreu	138	17	Gensim.models.phrases1	Gensim.models.phrases1	NNP
work_htfht4hrybdz3jty5t7367hreu	138	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	139	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	139	2	first	first	JJ
work_htfht4hrybdz3jty5t7367hreu	139	3	discovers	discover	VBZ
work_htfht4hrybdz3jty5t7367hreu	139	4	candidate	candidate	VBP
work_htfht4hrybdz3jty5t7367hreu	139	5	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	139	6	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	139	7	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	139	8	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	139	9	collocation	collocation	NN
work_htfht4hrybdz3jty5t7367hreu	139	10	patterns	pattern	NNS
work_htfht4hrybdz3jty5t7367hreu	139	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	139	12	then	then	RB
work_htfht4hrybdz3jty5t7367hreu	139	13	transforms	transform	VBZ
work_htfht4hrybdz3jty5t7367hreu	139	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	139	15	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	139	16	into	into	IN
work_htfht4hrybdz3jty5t7367hreu	139	17	distributed	distribute	VBN
work_htfht4hrybdz3jty5t7367hreu	139	18	representations	representation	NNS
work_htfht4hrybdz3jty5t7367hreu	139	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	139	20	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	139	21	finally	finally	RB
work_htfht4hrybdz3jty5t7367hreu	139	22	filters	filter	VBZ
work_htfht4hrybdz3jty5t7367hreu	139	23	out	out	RP
work_htfht4hrybdz3jty5t7367hreu	139	24	irrelevant	irrelevant	JJ
work_htfht4hrybdz3jty5t7367hreu	139	25	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	139	26	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	139	27	Mikolov	Mikolov	NNP
work_htfht4hrybdz3jty5t7367hreu	139	28	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	139	29	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	139	30	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	139	31	,	,	,
work_htfht4hrybdz3jty5t7367hreu	139	32	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	139	33	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	139	34	.	.	.
work_htfht4hrybdz3jty5t7367hreu	140	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	140	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	140	3	following	following	JJ
work_htfht4hrybdz3jty5t7367hreu	140	4	subsections	subsection	NNS
work_htfht4hrybdz3jty5t7367hreu	140	5	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	140	6	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	140	7	discuss	discuss	VB
work_htfht4hrybdz3jty5t7367hreu	140	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	140	9	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	140	10	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	140	11	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	140	12	more	more	JJR
work_htfht4hrybdz3jty5t7367hreu	140	13	details	detail	NNS
work_htfht4hrybdz3jty5t7367hreu	140	14	.	.	.
work_htfht4hrybdz3jty5t7367hreu	141	1	3.1	3.1	CD
work_htfht4hrybdz3jty5t7367hreu	141	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	142	1	Generative	Generative	NNP
work_htfht4hrybdz3jty5t7367hreu	142	2	Process	process	NN
work_htfht4hrybdz3jty5t7367hreu	142	3	Suppose	suppose	VBP
work_htfht4hrybdz3jty5t7367hreu	142	4	there	there	EX
work_htfht4hrybdz3jty5t7367hreu	142	5	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	142	6	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	142	7	L	l	NN
work_htfht4hrybdz3jty5t7367hreu	142	8	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	142	9	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	142	10	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	142	11	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	142	12	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	142	13	T	T	NNP
work_htfht4hrybdz3jty5t7367hreu	142	14	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	142	15	shown	show	VBN
work_htfht4hrybdz3jty5t7367hreu	142	16	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	142	17	Figure	Figure	NNP
work_htfht4hrybdz3jty5t7367hreu	142	18	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	142	19	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	142	20	L	l	NN
work_htfht4hrybdz3jty5t7367hreu	142	21	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	142	22	fixed	fix	VBN
work_htfht4hrybdz3jty5t7367hreu	142	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	142	24	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	142	25	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	142	26	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	142	27	contains	contain	VBZ
work_htfht4hrybdz3jty5t7367hreu	142	28	L	L	NNP
work_htfht4hrybdz3jty5t7367hreu	142	29	latent	latent	NN
work_htfht4hrybdz3jty5t7367hreu	142	30	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	142	31	corresponding	correspond	VBG
work_htfht4hrybdz3jty5t7367hreu	142	32	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	142	33	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	142	34	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	142	35	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	142	36	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	142	37	root	root	NN
work_htfht4hrybdz3jty5t7367hreu	142	38	node	node	RB
work_htfht4hrybdz3jty5t7367hreu	142	39	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	142	40	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	142	41	leaf	leaf	NN
work_htfht4hrybdz3jty5t7367hreu	142	42	node	node	NN
work_htfht4hrybdz3jty5t7367hreu	142	43	.	.	.
work_htfht4hrybdz3jty5t7367hreu	143	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	143	2	example	example	NN
work_htfht4hrybdz3jty5t7367hreu	143	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	143	4	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	143	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	143	6	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	143	7	“	"	``
work_htfht4hrybdz3jty5t7367hreu	143	8	I	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	143	9	am	be	VBP
work_htfht4hrybdz3jty5t7367hreu	143	10	impressed	impressed	JJ
work_htfht4hrybdz3jty5t7367hreu	143	11	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	143	12	your	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	143	13	pa-	pa-	XX
work_htfht4hrybdz3jty5t7367hreu	143	14	triotism	triotism	NN
work_htfht4hrybdz3jty5t7367hreu	143	15	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	143	16	honesty	honesty	NN
work_htfht4hrybdz3jty5t7367hreu	143	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	143	18	there	there	EX
work_htfht4hrybdz3jty5t7367hreu	143	19	needs	need	VBZ
work_htfht4hrybdz3jty5t7367hreu	143	20	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	143	21	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	143	22	more	more	JJR
work_htfht4hrybdz3jty5t7367hreu	143	23	like	like	IN
work_htfht4hrybdz3jty5t7367hreu	143	24	you	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	143	25	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	143	26	capitol	capitol	NNP
work_htfht4hrybdz3jty5t7367hreu	143	27	hill	hill	NNP
work_htfht4hrybdz3jty5t7367hreu	143	28	.	.	.
work_htfht4hrybdz3jty5t7367hreu	143	29	”	"	''
work_htfht4hrybdz3jty5t7367hreu	143	30	,	,	,
work_htfht4hrybdz3jty5t7367hreu	143	31	its	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	143	32	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	143	33	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	143	34	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	143	35	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	143	36	Trump	trump	JJ
work_htfht4hrybdz3jty5t7367hreu	143	37	run	run	NN
work_htfht4hrybdz3jty5t7367hreu	143	38	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	143	39	election	election	NN
work_htfht4hrybdz3jty5t7367hreu	143	40	,	,	,
work_htfht4hrybdz3jty5t7367hreu	143	41	sup-	sup-	JJ
work_htfht4hrybdz3jty5t7367hreu	143	42	port	port	NN
work_htfht4hrybdz3jty5t7367hreu	143	43	,	,	,
work_htfht4hrybdz3jty5t7367hreu	143	44	personal	personal	JJ
work_htfht4hrybdz3jty5t7367hreu	143	45	charisma	charisma	NN
work_htfht4hrybdz3jty5t7367hreu	143	46	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	143	47	.	.	.
work_htfht4hrybdz3jty5t7367hreu	144	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	144	2	root	root	NN
work_htfht4hrybdz3jty5t7367hreu	144	3	node	node	NN
work_htfht4hrybdz3jty5t7367hreu	144	4	c1	c1	NN
work_htfht4hrybdz3jty5t7367hreu	144	5	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	144	6	T	T	NNP
work_htfht4hrybdz3jty5t7367hreu	144	7	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	144	8	shared	share	VBN
work_htfht4hrybdz3jty5t7367hreu	144	9	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	144	10	all	all	DT
work_htfht4hrybdz3jty5t7367hreu	144	11	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	144	12	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	144	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	144	14	collection	collection	NN
work_htfht4hrybdz3jty5t7367hreu	144	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	145	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	145	2	second	second	JJ
work_htfht4hrybdz3jty5t7367hreu	145	3	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	145	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	145	5	T	t	NN
work_htfht4hrybdz3jty5t7367hreu	145	6	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	145	7	limited	limit	VBN
work_htfht4hrybdz3jty5t7367hreu	145	8	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	145	9	have	have	VB
work_htfht4hrybdz3jty5t7367hreu	145	10	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	145	11	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	145	12	corresponding	correspond	VBG
work_htfht4hrybdz3jty5t7367hreu	145	13	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	145	14	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	145	15	stances	stance	NNS
work_htfht4hrybdz3jty5t7367hreu	145	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	145	17	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	145	18	Support	support	NN
work_htfht4hrybdz3jty5t7367hreu	145	19	’	'	''
work_htfht4hrybdz3jty5t7367hreu	145	20	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	145	21	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	145	22	Oppose	oppose	NN
work_htfht4hrybdz3jty5t7367hreu	145	23	’	'	''
work_htfht4hrybdz3jty5t7367hreu	145	24	,	,	,
work_htfht4hrybdz3jty5t7367hreu	145	25	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	145	26	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	145	27	assumed	assume	VBN
work_htfht4hrybdz3jty5t7367hreu	145	28	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	145	29	follow	follow	VB
work_htfht4hrybdz3jty5t7367hreu	145	30	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	145	31	Bernoulli	Bernoulli	NNP
work_htfht4hrybdz3jty5t7367hreu	145	32	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	145	33	parameterized	parameterize	VBN
work_htfht4hrybdz3jty5t7367hreu	145	34	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	145	35	λ	λ	PRP
work_htfht4hrybdz3jty5t7367hreu	145	36	.	.	.
work_htfht4hrybdz3jty5t7367hreu	146	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	146	2	value	value	NN
work_htfht4hrybdz3jty5t7367hreu	146	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	146	4	lower	low	JJR
work_htfht4hrybdz3jty5t7367hreu	146	5	levels	level	NNS
work_htfht4hrybdz3jty5t7367hreu	146	6	follows	follow	VBZ
work_htfht4hrybdz3jty5t7367hreu	146	7	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	146	8	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	146	9	prior	prior	NN
work_htfht4hrybdz3jty5t7367hreu	146	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	146	11	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	146	12	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	146	13	depict	depict	VB
work_htfht4hrybdz3jty5t7367hreu	146	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	146	15	unbound	unbound	NN
work_htfht4hrybdz3jty5t7367hreu	146	16	nature	nature	NN
work_htfht4hrybdz3jty5t7367hreu	146	17	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	146	18	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	146	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	147	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	147	2	use	use	VBP
work_htfht4hrybdz3jty5t7367hreu	147	3	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	147	4	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	147	5	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	147	6	cd,1	cd,1	NN
work_htfht4hrybdz3jty5t7367hreu	147	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	147	8	cd,2	cd,2	NNP
work_htfht4hrybdz3jty5t7367hreu	147	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	147	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	148	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	149	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	150	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	150	2	cd	cd	NNP
work_htfht4hrybdz3jty5t7367hreu	150	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	150	4	L	L	NNP
work_htfht4hrybdz3jty5t7367hreu	150	5	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	150	6	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	150	7	denote	denote	VB
work_htfht4hrybdz3jty5t7367hreu	150	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	150	9	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	150	10	assigned	assign	VBN
work_htfht4hrybdz3jty5t7367hreu	150	11	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	150	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	150	13	dth	dth	NNP
work_htfht4hrybdz3jty5t7367hreu	150	14	tweet	tweet	NNP
work_htfht4hrybdz3jty5t7367hreu	150	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	151	1	Therefore	therefore	RB
work_htfht4hrybdz3jty5t7367hreu	151	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	151	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	151	4	prior	prior	NN
work_htfht4hrybdz3jty5t7367hreu	151	5	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	151	6	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	151	7	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	151	8	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	151	9	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	151	10	expressed	express	VBN
work_htfht4hrybdz3jty5t7367hreu	151	11	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	151	12	cd,2	cd,2	NNP
work_htfht4hrybdz3jty5t7367hreu	151	13	∼	∼	NNP
work_htfht4hrybdz3jty5t7367hreu	151	14	Bernoulli(λ	Bernoulli(λ	NNP
work_htfht4hrybdz3jty5t7367hreu	151	15	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	151	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	151	17	cd	cd	NNP
work_htfht4hrybdz3jty5t7367hreu	151	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	151	19	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	151	20	∼	∼	NNP
work_htfht4hrybdz3jty5t7367hreu	151	21	CRP(γ	CRP(γ	NNP
work_htfht4hrybdz3jty5t7367hreu	151	22	,	,	,
work_htfht4hrybdz3jty5t7367hreu	151	23	cd	cd	NNP
work_htfht4hrybdz3jty5t7367hreu	151	24	,	,	,
work_htfht4hrybdz3jty5t7367hreu	151	25	l−1	l−1	NNP
work_htfht4hrybdz3jty5t7367hreu	151	26	,	,	,
work_htfht4hrybdz3jty5t7367hreu	151	27	.	.	.
work_htfht4hrybdz3jty5t7367hreu	152	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	153	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	154	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	154	2	cd,2	cd,2	NNP
work_htfht4hrybdz3jty5t7367hreu	154	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	154	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	155	1	nCRP	nCRP	NNP
work_htfht4hrybdz3jty5t7367hreu	155	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	156	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	156	2	briefly	briefly	RB
work_htfht4hrybdz3jty5t7367hreu	156	3	describe	describe	VBP
work_htfht4hrybdz3jty5t7367hreu	156	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	156	5	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	156	6	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	156	7	Blei	Blei	NNP
work_htfht4hrybdz3jty5t7367hreu	156	8	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	156	9	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	156	10	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	156	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	156	12	2010	2010	CD
work_htfht4hrybdz3jty5t7367hreu	156	13	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	156	14	here	here	RB
work_htfht4hrybdz3jty5t7367hreu	156	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	157	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	157	2	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	157	3	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	157	4	employed	employ	VBN
work_htfht4hrybdz3jty5t7367hreu	157	5	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	157	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	157	7	prior	prior	NN
work_htfht4hrybdz3jty5t7367hreu	157	8	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	157	9	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	157	10	assignment	assignment	NN
work_htfht4hrybdz3jty5t7367hreu	157	11	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	157	12	top-	top-	NNP
work_htfht4hrybdz3jty5t7367hreu	157	13	ics	ic	NNS
work_htfht4hrybdz3jty5t7367hreu	157	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	157	15	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	157	16	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	157	17	organize	organize	VB
work_htfht4hrybdz3jty5t7367hreu	157	18	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	157	19	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	157	20	into	into	IN
work_htfht4hrybdz3jty5t7367hreu	157	21	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	157	22	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	157	23	topology	topology	NN
work_htfht4hrybdz3jty5t7367hreu	157	24	.	.	.
work_htfht4hrybdz3jty5t7367hreu	158	1	As	as	IN
work_htfht4hrybdz3jty5t7367hreu	158	2	il-	il-	PRP
work_htfht4hrybdz3jty5t7367hreu	158	3	lustrated	lustrate	VBD
work_htfht4hrybdz3jty5t7367hreu	158	4	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	158	5	Figure	Figure	NNP
work_htfht4hrybdz3jty5t7367hreu	158	6	3	3	CD
work_htfht4hrybdz3jty5t7367hreu	158	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	158	8	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	158	9	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	158	10	analogous	analogous	JJ
work_htfht4hrybdz3jty5t7367hreu	158	11	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	158	12	customers	customer	NNS
work_htfht4hrybdz3jty5t7367hreu	158	13	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	158	14	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	158	15	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	158	16	analogous	analogous	JJ
work_htfht4hrybdz3jty5t7367hreu	158	17	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	158	18	tables	table	NNS
work_htfht4hrybdz3jty5t7367hreu	158	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	159	1	Assuming	assume	VBG
work_htfht4hrybdz3jty5t7367hreu	159	2	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	159	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	159	4	nth	nth	NNP
work_htfht4hrybdz3jty5t7367hreu	159	5	customer	customer	NN
work_htfht4hrybdz3jty5t7367hreu	159	6	enters	enter	VBZ
work_htfht4hrybdz3jty5t7367hreu	159	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	159	8	root	root	NN
work_htfht4hrybdz3jty5t7367hreu	159	9	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	159	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	159	11	he	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	159	12	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	159	13	choose	choose	VB
work_htfht4hrybdz3jty5t7367hreu	159	14	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	159	15	existing	exist	VBG
work_htfht4hrybdz3jty5t7367hreu	159	16	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	159	17	βi	βi	IN
work_htfht4hrybdz3jty5t7367hreu	159	18	proportional	proportional	JJ
work_htfht4hrybdz3jty5t7367hreu	159	19	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	159	20	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	159	21	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	159	22	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	159	23	customers	customer	NNS
work_htfht4hrybdz3jty5t7367hreu	159	24	already	already	RB
work_htfht4hrybdz3jty5t7367hreu	159	25	sitting	sit	VBG
work_htfht4hrybdz3jty5t7367hreu	159	26	there	there	RB
work_htfht4hrybdz3jty5t7367hreu	159	27	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	159	28	choose	choose	VB
work_htfht4hrybdz3jty5t7367hreu	159	29	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	159	30	new	new	JJ
work_htfht4hrybdz3jty5t7367hreu	159	31	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	159	32	proportional	proportional	JJ
work_htfht4hrybdz3jty5t7367hreu	159	33	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	159	34	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	159	35	concentration	concentration	NN
work_htfht4hrybdz3jty5t7367hreu	159	36	parameter	parameter	NN
work_htfht4hrybdz3jty5t7367hreu	159	37	γ	γ	NNP
work_htfht4hrybdz3jty5t7367hreu	159	38	,	,	,
work_htfht4hrybdz3jty5t7367hreu	159	39	that	that	WDT
work_htfht4hrybdz3jty5t7367hreu	159	40	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	159	41	p(occupied	p(occupied	JJ
work_htfht4hrybdz3jty5t7367hreu	159	42	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	159	43	i|other	i|other	CC
work_htfht4hrybdz3jty5t7367hreu	159	44	customers	customer	NNS
work_htfht4hrybdz3jty5t7367hreu	159	45	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	159	46	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	159	47	ni	ni	NNP
work_htfht4hrybdz3jty5t7367hreu	159	48	n	n	NNP
work_htfht4hrybdz3jty5t7367hreu	159	49	−	−	NNP
work_htfht4hrybdz3jty5t7367hreu	159	50	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	159	51	+	+	SYM
work_htfht4hrybdz3jty5t7367hreu	159	52	γ	γ	NN
work_htfht4hrybdz3jty5t7367hreu	159	53	,	,	,
work_htfht4hrybdz3jty5t7367hreu	159	54	p(new	p(new	NN
work_htfht4hrybdz3jty5t7367hreu	159	55	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	159	56	i|other	i|other	CC
work_htfht4hrybdz3jty5t7367hreu	159	57	customers	customer	NNS
work_htfht4hrybdz3jty5t7367hreu	159	58	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	159	59	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	159	60	γ	γ	NNP
work_htfht4hrybdz3jty5t7367hreu	159	61	n	n	CC
work_htfht4hrybdz3jty5t7367hreu	159	62	−	−	NNP
work_htfht4hrybdz3jty5t7367hreu	159	63	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	159	64	+	+	SYM
work_htfht4hrybdz3jty5t7367hreu	159	65	γ	γ	NN
work_htfht4hrybdz3jty5t7367hreu	159	66	,	,	,
work_htfht4hrybdz3jty5t7367hreu	159	67	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	159	68	ni	ni	NNP
work_htfht4hrybdz3jty5t7367hreu	159	69	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	159	70	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	159	71	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	159	72	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	159	73	customers	customer	NNS
work_htfht4hrybdz3jty5t7367hreu	159	74	seated	seat	VBN
work_htfht4hrybdz3jty5t7367hreu	159	75	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	159	76	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	159	77	βi	βi	NNP
work_htfht4hrybdz3jty5t7367hreu	159	78	,	,	,
work_htfht4hrybdz3jty5t7367hreu	159	79	n	n	CC
work_htfht4hrybdz3jty5t7367hreu	159	80	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	159	81	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	159	82	total	total	JJ
work_htfht4hrybdz3jty5t7367hreu	159	83	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	159	84	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	159	85	customers	customer	NNS
work_htfht4hrybdz3jty5t7367hreu	159	86	including	include	VBG
work_htfht4hrybdz3jty5t7367hreu	159	87	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	159	88	present	present	JJ
work_htfht4hrybdz3jty5t7367hreu	159	89	one	one	CD
work_htfht4hrybdz3jty5t7367hreu	159	90	,	,	,
work_htfht4hrybdz3jty5t7367hreu	159	91	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	159	92	γ	γ	NNP
work_htfht4hrybdz3jty5t7367hreu	159	93	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	159	94	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	159	95	concentration	concentration	NN
work_htfht4hrybdz3jty5t7367hreu	159	96	parameter	parameter	NN
work_htfht4hrybdz3jty5t7367hreu	159	97	normally	normally	RB
work_htfht4hrybdz3jty5t7367hreu	159	98	set	set	VBN
work_htfht4hrybdz3jty5t7367hreu	159	99	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	159	100	0.5	0.5	CD
work_htfht4hrybdz3jty5t7367hreu	159	101	,	,	,
work_htfht4hrybdz3jty5t7367hreu	159	102	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	159	103	indicates	indicate	VBZ
work_htfht4hrybdz3jty5t7367hreu	159	104	how	how	WRB
work_htfht4hrybdz3jty5t7367hreu	159	105	likely	likely	JJ
work_htfht4hrybdz3jty5t7367hreu	159	106	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	159	107	customer	customer	NN
work_htfht4hrybdz3jty5t7367hreu	159	108	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	159	109	sit	sit	VB
work_htfht4hrybdz3jty5t7367hreu	159	110	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	159	111	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	159	112	new	new	JJ
work_htfht4hrybdz3jty5t7367hreu	159	113	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	159	114	.	.	.
work_htfht4hrybdz3jty5t7367hreu	160	1	After	after	IN
work_htfht4hrybdz3jty5t7367hreu	160	2	choosing	choose	VBG
work_htfht4hrybdz3jty5t7367hreu	160	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	160	4	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	160	5	βi	βi	NN
work_htfht4hrybdz3jty5t7367hreu	160	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	160	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	160	8	customer	customer	NN
work_htfht4hrybdz3jty5t7367hreu	160	9	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	160	10	proceed	proceed	VB
work_htfht4hrybdz3jty5t7367hreu	160	11	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	160	12	choose	choose	VB
work_htfht4hrybdz3jty5t7367hreu	160	13	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	160	14	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	160	15	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	160	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	160	17	lower	low	JJR
work_htfht4hrybdz3jty5t7367hreu	160	18	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	160	19	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	160	20	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	160	21	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	160	22	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	160	23	pointed	point	VBN
work_htfht4hrybdz3jty5t7367hreu	160	24	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	160	25	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	160	26	Table	table	NN
work_htfht4hrybdz3jty5t7367hreu	160	27	βi	βi	IN
work_htfht4hrybdz3jty5t7367hreu	160	28	.	.	.
work_htfht4hrybdz3jty5t7367hreu	161	1	This	this	DT
work_htfht4hrybdz3jty5t7367hreu	161	2	1http://radimrehurek.com/gensim/models/phrases.html#id1	1http://radimrehurek.com/gensim/models/phrases.html#id1	CD
work_htfht4hrybdz3jty5t7367hreu	161	3	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	161	4	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	161	5	continue	continue	VB
work_htfht4hrybdz3jty5t7367hreu	161	6	until	until	IN
work_htfht4hrybdz3jty5t7367hreu	161	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	161	8	customer	customer	NN
work_htfht4hrybdz3jty5t7367hreu	161	9	reaches	reach	VBZ
work_htfht4hrybdz3jty5t7367hreu	161	10	depth	depth	VBP
work_htfht4hrybdz3jty5t7367hreu	161	11	L.	L.	NNP
work_htfht4hrybdz3jty5t7367hreu	161	12	As	as	IN
work_htfht4hrybdz3jty5t7367hreu	161	13	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	161	14	result	result	NN
work_htfht4hrybdz3jty5t7367hreu	161	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	161	16	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	161	17	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	161	18	composed	compose	VBN
work_htfht4hrybdz3jty5t7367hreu	161	19	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	161	20	tables	table	NNS
work_htfht4hrybdz3jty5t7367hreu	161	21	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	161	22	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	161	23	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	161	24	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	161	25	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	161	26	L	L	NNP
work_htfht4hrybdz3jty5t7367hreu	161	27	different	different	JJ
work_htfht4hrybdz3jty5t7367hreu	161	28	levels	level	NNS
work_htfht4hrybdz3jty5t7367hreu	161	29	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	161	30	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	161	31	induced	induce	VBN
work_htfht4hrybdz3jty5t7367hreu	161	32	.	.	.
work_htfht4hrybdz3jty5t7367hreu	162	1	This	this	DT
work_htfht4hrybdz3jty5t7367hreu	162	2	forms	form	VBZ
work_htfht4hrybdz3jty5t7367hreu	162	3	L	L	NNP
work_htfht4hrybdz3jty5t7367hreu	162	4	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	162	5	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	162	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	163	1	HPYP	HPYP	NNP
work_htfht4hrybdz3jty5t7367hreu	163	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	164	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	164	2	detect	detect	VBP
work_htfht4hrybdz3jty5t7367hreu	164	3	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	164	4	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	164	5	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	164	6	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	164	7	collocations	collocation	NNS
work_htfht4hrybdz3jty5t7367hreu	164	8	so	so	IN
work_htfht4hrybdz3jty5t7367hreu	164	9	that	that	DT
work_htfht4hrybdz3jty5t7367hreu	164	10	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	164	11	detection	detection	NN
work_htfht4hrybdz3jty5t7367hreu	164	12	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	164	13	separated	separate	VBN
work_htfht4hrybdz3jty5t7367hreu	164	14	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	164	15	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	164	16	inference	inference	NN
work_htfht4hrybdz3jty5t7367hreu	164	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	165	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	165	2	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	165	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	165	4	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	165	5	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	165	6	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	165	7	assigned	assign	VBN
work_htfht4hrybdz3jty5t7367hreu	165	8	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	165	9	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	165	10	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	165	11	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	165	12	if	if	IN
work_htfht4hrybdz3jty5t7367hreu	165	13	they	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	165	14	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	165	15	assigned	assign	VBN
work_htfht4hrybdz3jty5t7367hreu	165	16	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	165	17	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	165	18	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	165	19	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	165	20	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	165	21	their	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	165	22	involved	involved	JJ
work_htfht4hrybdz3jty5t7367hreu	165	23	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	165	24	happen	happen	VB
work_htfht4hrybdz3jty5t7367hreu	165	25	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	165	26	share	share	VB
work_htfht4hrybdz3jty5t7367hreu	165	27	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	165	28	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	165	29	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	165	30	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	165	31	that	that	DT
work_htfht4hrybdz3jty5t7367hreu	165	32	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	165	33	.	.	.
work_htfht4hrybdz3jty5t7367hreu	166	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	166	2	use	use	VBP
work_htfht4hrybdz3jty5t7367hreu	166	3	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	166	4	HPYP	hpyp	NN
work_htfht4hrybdz3jty5t7367hreu	166	5	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	166	6	model	model	VB
work_htfht4hrybdz3jty5t7367hreu	166	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	166	8	gen-	gen-	NN
work_htfht4hrybdz3jty5t7367hreu	166	9	eration	eration	NN
work_htfht4hrybdz3jty5t7367hreu	166	10	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	166	11	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	166	12	assigned	assign	VBN
work_htfht4hrybdz3jty5t7367hreu	166	13	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	166	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	166	15	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	166	16	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	166	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	167	1	HPYP	HPYP	NNP
work_htfht4hrybdz3jty5t7367hreu	167	2	was	be	VBD
work_htfht4hrybdz3jty5t7367hreu	167	3	first	first	RB
work_htfht4hrybdz3jty5t7367hreu	167	4	proposed	propose	VBN
work_htfht4hrybdz3jty5t7367hreu	167	5	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	167	6	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	167	7	Teh	Teh	NNP
work_htfht4hrybdz3jty5t7367hreu	167	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	167	9	2006	2006	CD
work_htfht4hrybdz3jty5t7367hreu	167	10	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	167	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	167	12	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	167	13	has	have	VBZ
work_htfht4hrybdz3jty5t7367hreu	167	14	been	be	VBN
work_htfht4hrybdz3jty5t7367hreu	167	15	proven	prove	VBN
work_htfht4hrybdz3jty5t7367hreu	167	16	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	167	17	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	167	18	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	167	19	best	good	JJS
work_htfht4hrybdz3jty5t7367hreu	167	20	smoothing	smoothing	JJ
work_htfht4hrybdz3jty5t7367hreu	167	21	method	method	NN
work_htfht4hrybdz3jty5t7367hreu	167	22	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	167	23	n	n	JJ
work_htfht4hrybdz3jty5t7367hreu	167	24	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	167	25	gram	gram	NN
work_htfht4hrybdz3jty5t7367hreu	167	26	language	language	NN
work_htfht4hrybdz3jty5t7367hreu	167	27	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	167	28	.	.	.
work_htfht4hrybdz3jty5t7367hreu	168	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	168	2	HPYP	HPYP	NNP
work_htfht4hrybdz3jty5t7367hreu	168	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	168	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	168	5	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	168	6	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	168	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	168	8	first	first	JJ
work_htfht4hrybdz3jty5t7367hreu	168	9	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	168	10	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	168	11	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	168	12	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	168	13	PYP	PYP	NNP
work_htfht4hrybdz3jty5t7367hreu	168	14	defined	define	VBN
work_htfht4hrybdz3jty5t7367hreu	168	15	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	168	16	G1	G1	NNP
work_htfht4hrybdz3jty5t7367hreu	168	17	∼	∼	NNP
work_htfht4hrybdz3jty5t7367hreu	168	18	PYP(a0	PYP(a0	NNP
work_htfht4hrybdz3jty5t7367hreu	168	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	168	20	b0	b0	NNP
work_htfht4hrybdz3jty5t7367hreu	168	21	,	,	,
work_htfht4hrybdz3jty5t7367hreu	168	22	G0	G0	NNP
work_htfht4hrybdz3jty5t7367hreu	168	23	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	168	24	,	,	,
work_htfht4hrybdz3jty5t7367hreu	168	25	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	168	26	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	168	27	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	168	28	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	168	29	uniform	uniform	JJ
work_htfht4hrybdz3jty5t7367hreu	168	30	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	168	31	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	168	32	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	168	33	fixed	fix	VBN
work_htfht4hrybdz3jty5t7367hreu	168	34	vocabulary	vocabulary	NN
work_htfht4hrybdz3jty5t7367hreu	168	35	,	,	,
work_htfht4hrybdz3jty5t7367hreu	168	36	a0	a0	NN
work_htfht4hrybdz3jty5t7367hreu	168	37	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	168	38	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	168	39	discount	discount	NN
work_htfht4hrybdz3jty5t7367hreu	168	40	parameter	parameter	NN
work_htfht4hrybdz3jty5t7367hreu	168	41	indicating	indicate	VBG
work_htfht4hrybdz3jty5t7367hreu	168	42	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	168	43	degenerating	degenerating	NN
work_htfht4hrybdz3jty5t7367hreu	168	44	rate	rate	NN
work_htfht4hrybdz3jty5t7367hreu	168	45	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	168	46	to-	to-	NNP
work_htfht4hrybdz3jty5t7367hreu	168	47	generate	generate	VB
work_htfht4hrybdz3jty5t7367hreu	168	48	power	power	NN
work_htfht4hrybdz3jty5t7367hreu	168	49	law	law	NN
work_htfht4hrybdz3jty5t7367hreu	168	50	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	168	51	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	168	52	b0	b0	NN
work_htfht4hrybdz3jty5t7367hreu	168	53	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	168	54	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	168	55	concentration	concentration	NN
work_htfht4hrybdz3jty5t7367hreu	168	56	pa-	pa-	NNP
work_htfht4hrybdz3jty5t7367hreu	168	57	rameter	rameter	RBR
work_htfht4hrybdz3jty5t7367hreu	168	58	controlling	control	VBG
work_htfht4hrybdz3jty5t7367hreu	168	59	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	168	60	amount	amount	NN
work_htfht4hrybdz3jty5t7367hreu	168	61	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	168	62	variability	variability	NN
work_htfht4hrybdz3jty5t7367hreu	168	63	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	168	64	G1	G1	NNP
work_htfht4hrybdz3jty5t7367hreu	168	65	around	around	IN
work_htfht4hrybdz3jty5t7367hreu	168	66	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	168	67	.	.	.
work_htfht4hrybdz3jty5t7367hreu	169	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	169	2	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	169	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	169	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	169	5	second	second	JJ
work_htfht4hrybdz3jty5t7367hreu	169	6	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	169	7	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	169	8	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	169	9	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	169	10	G1	g1	NN
work_htfht4hrybdz3jty5t7367hreu	169	11	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	169	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	169	13	base	base	NN
work_htfht4hrybdz3jty5t7367hreu	169	14	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	169	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	169	16	G2	G2	NNP
work_htfht4hrybdz3jty5t7367hreu	169	17	∼	∼	NNP
work_htfht4hrybdz3jty5t7367hreu	169	18	PYP(a1	pyp(a1	NN
work_htfht4hrybdz3jty5t7367hreu	169	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	169	20	b1	b1	NN
work_htfht4hrybdz3jty5t7367hreu	169	21	,	,	,
work_htfht4hrybdz3jty5t7367hreu	169	22	G1	G1	NNP
work_htfht4hrybdz3jty5t7367hreu	169	23	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	169	24	.	.	.
work_htfht4hrybdz3jty5t7367hreu	170	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	170	2	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	170	3	con-	con-	NN
work_htfht4hrybdz3jty5t7367hreu	170	4	tinues	tinue	VBZ
work_htfht4hrybdz3jty5t7367hreu	170	5	until	until	IN
work_htfht4hrybdz3jty5t7367hreu	170	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	170	7	end	end	NN
work_htfht4hrybdz3jty5t7367hreu	170	8	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	170	9	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	170	10	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	170	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	171	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	171	2	generative	generative	JJ
work_htfht4hrybdz3jty5t7367hreu	171	3	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	171	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	171	5	drawing	draw	VBG
work_htfht4hrybdz3jty5t7367hreu	171	6	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	171	7	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	171	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	171	9	prior	prior	NN
work_htfht4hrybdz3jty5t7367hreu	171	10	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	171	11	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	171	12	simulated	simulate	VBN
work_htfht4hrybdz3jty5t7367hreu	171	13	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	171	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	171	15	gener-	gener-	NN
work_htfht4hrybdz3jty5t7367hreu	171	16	alised	alise	VBN
work_htfht4hrybdz3jty5t7367hreu	171	17	CRP	CRP	NNP
work_htfht4hrybdz3jty5t7367hreu	171	18	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	171	19	Pitman	Pitman	NNP
work_htfht4hrybdz3jty5t7367hreu	171	20	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	171	21	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	171	22	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	171	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	171	24	2002	2002	CD
work_htfht4hrybdz3jty5t7367hreu	171	25	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	171	26	.	.	.
work_htfht4hrybdz3jty5t7367hreu	172	1	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	172	2	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	172	3	corresponds	correspond	VBZ
work_htfht4hrybdz3jty5t7367hreu	172	4	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	172	5	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	172	6	Gu	Gu	NNP
work_htfht4hrybdz3jty5t7367hreu	172	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	172	8	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	172	9	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	172	10	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	172	11	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	172	12	served	serve	VBN
work_htfht4hrybdz3jty5t7367hreu	172	13	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	172	14	dish	dish	NN
work_htfht4hrybdz3jty5t7367hreu	172	15	whose	whose	WP$
work_htfht4hrybdz3jty5t7367hreu	172	16	value	value	NN
work_htfht4hrybdz3jty5t7367hreu	172	17	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	172	18	cho-	cho-	RB
work_htfht4hrybdz3jty5t7367hreu	172	19	sen	sen	NNP
work_htfht4hrybdz3jty5t7367hreu	172	20	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	172	21	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	172	22	base	base	NN
work_htfht4hrybdz3jty5t7367hreu	172	23	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	172	24	Gu−1	Gu−1	NNP
work_htfht4hrybdz3jty5t7367hreu	172	25	.	.	.
work_htfht4hrybdz3jty5t7367hreu	173	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	173	2	first	first	JJ
work_htfht4hrybdz3jty5t7367hreu	173	3	customer	customer	NN
work_htfht4hrybdz3jty5t7367hreu	173	4	sits	sit	VBZ
work_htfht4hrybdz3jty5t7367hreu	173	5	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	173	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	173	7	first	first	JJ
work_htfht4hrybdz3jty5t7367hreu	173	8	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	173	9	;	;	:
work_htfht4hrybdz3jty5t7367hreu	173	10	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	173	11	n	n	JJ
work_htfht4hrybdz3jty5t7367hreu	173	12	+	+	CC
work_htfht4hrybdz3jty5t7367hreu	173	13	1th	1th	JJ
work_htfht4hrybdz3jty5t7367hreu	173	14	customer	customer	NN
work_htfht4hrybdz3jty5t7367hreu	173	15	chooses	choose	VBZ
work_htfht4hrybdz3jty5t7367hreu	173	16	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	173	17	occupied	occupy	VBN
work_htfht4hrybdz3jty5t7367hreu	173	18	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	173	19	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	173	20	proportion	proportion	NN
work_htfht4hrybdz3jty5t7367hreu	173	21	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	173	22	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	173	23	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	173	24	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	173	25	customers	customer	NNS
work_htfht4hrybdz3jty5t7367hreu	173	26	already	already	RB
work_htfht4hrybdz3jty5t7367hreu	173	27	sitting	sit	VBG
work_htfht4hrybdz3jty5t7367hreu	173	28	there	there	RB
work_htfht4hrybdz3jty5t7367hreu	173	29	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	173	30	takes	take	VBZ
work_htfht4hrybdz3jty5t7367hreu	173	31	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	173	32	value	value	NN
work_htfht4hrybdz3jty5t7367hreu	173	33	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	173	34	dish	dish	NN
work_htfht4hrybdz3jty5t7367hreu	173	35	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	173	36	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	173	37	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	173	38	,	,	,
work_htfht4hrybdz3jty5t7367hreu	173	39	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	173	40	chooses	choose	VBZ
work_htfht4hrybdz3jty5t7367hreu	173	41	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	173	42	new	new	JJ
work_htfht4hrybdz3jty5t7367hreu	173	43	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	173	44	proportional	proportional	JJ
work_htfht4hrybdz3jty5t7367hreu	173	45	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	173	46	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	173	47	constant	constant	JJ
work_htfht4hrybdz3jty5t7367hreu	173	48	parameter	parameter	NN
work_htfht4hrybdz3jty5t7367hreu	173	49	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	173	50	orders	order	VBZ
work_htfht4hrybdz3jty5t7367hreu	173	51	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	173	52	dish	dish	NN
work_htfht4hrybdz3jty5t7367hreu	173	53	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	173	54	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	173	55	base	base	NN
work_htfht4hrybdz3jty5t7367hreu	173	56	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	173	57	.	.	.
work_htfht4hrybdz3jty5t7367hreu	174	1	This	this	DT
work_htfht4hrybdz3jty5t7367hreu	174	2	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	174	3	continues	continue	VBZ
work_htfht4hrybdz3jty5t7367hreu	174	4	until	until	IN
work_htfht4hrybdz3jty5t7367hreu	174	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	174	6	proxy	proxy	NNP
work_htfht4hrybdz3jty5t7367hreu	174	7	cus-	cus-	NNP
work_htfht4hrybdz3jty5t7367hreu	174	8	tomer	tomer	NNP
work_htfht4hrybdz3jty5t7367hreu	174	9	sits	sit	VBZ
work_htfht4hrybdz3jty5t7367hreu	174	10	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	174	11	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	174	12	existing	exist	VBG
work_htfht4hrybdz3jty5t7367hreu	174	13	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	174	14	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	174	15	there	there	EX
work_htfht4hrybdz3jty5t7367hreu	174	16	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	174	17	no	no	DT
work_htfht4hrybdz3jty5t7367hreu	174	18	parent	parent	NN
work_htfht4hrybdz3jty5t7367hreu	174	19	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	174	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	175	1	As	as	IN
work_htfht4hrybdz3jty5t7367hreu	175	2	such	such	JJ
work_htfht4hrybdz3jty5t7367hreu	175	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	175	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	175	5	probability	probability	NN
work_htfht4hrybdz3jty5t7367hreu	175	6	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	175	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	175	8	uth	uth	NNP
work_htfht4hrybdz3jty5t7367hreu	175	9	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	175	10	given	give	VBN
work_htfht4hrybdz3jty5t7367hreu	175	11	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	175	12	seating	seating	NN
work_htfht4hrybdz3jty5t7367hreu	175	13	ar-	ar-	NNP
work_htfht4hrybdz3jty5t7367hreu	175	14	rangement	rangement	NN
work_htfht4hrybdz3jty5t7367hreu	175	15	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	175	16	p(w|Λu	p(w|λu	JJ
work_htfht4hrybdz3jty5t7367hreu	175	17	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	175	18	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	175	19	Cuw	Cuw	NNP
work_htfht4hrybdz3jty5t7367hreu	175	20	−	−	NNP
work_htfht4hrybdz3jty5t7367hreu	175	21	au−1Tuw	au−1Tuw	NNP
work_htfht4hrybdz3jty5t7367hreu	175	22	Cu	Cu	NNP
work_htfht4hrybdz3jty5t7367hreu	175	23	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	175	24	+	+	NFP
work_htfht4hrybdz3jty5t7367hreu	175	25	bu−1	bu−1	NN
work_htfht4hrybdz3jty5t7367hreu	175	26	+	+	SYM
work_htfht4hrybdz3jty5t7367hreu	175	27	au−1Tu	au−1Tu	NNP
work_htfht4hrybdz3jty5t7367hreu	175	28	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	175	29	+	+	NFP
work_htfht4hrybdz3jty5t7367hreu	175	30	bu−1	bu−1	FW
work_htfht4hrybdz3jty5t7367hreu	175	31	Cu	cu	NN
work_htfht4hrybdz3jty5t7367hreu	175	32	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	175	33	+	+	NFP
work_htfht4hrybdz3jty5t7367hreu	175	34	bu−1	bu−1	NNP
work_htfht4hrybdz3jty5t7367hreu	175	35	×	×	NNP
work_htfht4hrybdz3jty5t7367hreu	175	36	p(w|Λu−1	p(w|Λu−1	NNP
work_htfht4hrybdz3jty5t7367hreu	175	37	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	175	38	,	,	,
work_htfht4hrybdz3jty5t7367hreu	175	39	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	175	40	Cuw	Cuw	NNP
work_htfht4hrybdz3jty5t7367hreu	175	41	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	175	42	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	175	43	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	175	44	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	175	45	customers	customer	NNS
work_htfht4hrybdz3jty5t7367hreu	175	46	having	have	VBG
work_htfht4hrybdz3jty5t7367hreu	175	47	dish	dish	VB
work_htfht4hrybdz3jty5t7367hreu	175	48	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	175	49	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	175	50	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	175	51	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	175	52	u	u	NN
work_htfht4hrybdz3jty5t7367hreu	175	53	,	,	,
work_htfht4hrybdz3jty5t7367hreu	175	54	Tuw	Tuw	NNP
work_htfht4hrybdz3jty5t7367hreu	175	55	denotes	denote	VBZ
work_htfht4hrybdz3jty5t7367hreu	175	56	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	175	57	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	175	58	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	175	59	tables	table	NNS
work_htfht4hrybdz3jty5t7367hreu	175	60	serving	serve	VBG
work_htfht4hrybdz3jty5t7367hreu	175	61	dish	dish	NN
work_htfht4hrybdz3jty5t7367hreu	175	62	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	175	63	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	175	64	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	175	65	u	u	NN
work_htfht4hrybdz3jty5t7367hreu	175	66	,	,	,
work_htfht4hrybdz3jty5t7367hreu	175	67	Cu	Cu	NNP
work_htfht4hrybdz3jty5t7367hreu	175	68	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	175	69	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	175	70	∑	∑	XX
work_htfht4hrybdz3jty5t7367hreu	175	71	w	w	XX
work_htfht4hrybdz3jty5t7367hreu	175	72	Cuw	Cuw	NNP
work_htfht4hrybdz3jty5t7367hreu	175	73	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	175	74	Tu	Tu	NNP
work_htfht4hrybdz3jty5t7367hreu	175	75	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	175	76	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	175	77	∑	∑	.
work_htfht4hrybdz3jty5t7367hreu	175	78	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	175	79	Tuw	Tuw	NNP
work_htfht4hrybdz3jty5t7367hreu	175	80	.	.	.
work_htfht4hrybdz3jty5t7367hreu	176	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	176	2	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	176	3	worth	worth	JJ
work_htfht4hrybdz3jty5t7367hreu	176	4	noting	note	VBG
work_htfht4hrybdz3jty5t7367hreu	176	5	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	176	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	176	7	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	176	8	setup	setup	NN
work_htfht4hrybdz3jty5t7367hreu	176	9	here	here	RB
work_htfht4hrybdz3jty5t7367hreu	176	10	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	176	11	different	different	JJ
work_htfht4hrybdz3jty5t7367hreu	176	12	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	176	13	that	that	DT
work_htfht4hrybdz3jty5t7367hreu	176	14	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	176	15	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	176	16	.	.	.
work_htfht4hrybdz3jty5t7367hreu	177	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	177	2	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	177	3	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	177	4	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	177	5	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	177	6	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	177	7	customer	customer	NN
work_htfht4hrybdz3jty5t7367hreu	177	8	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	177	9	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	177	10	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	177	11	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	177	12	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	177	13	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	177	14	.	.	.
work_htfht4hrybdz3jty5t7367hreu	178	1	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	178	2	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	178	3	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	178	4	assigned	assign	VBN
work_htfht4hrybdz3jty5t7367hreu	178	5	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	178	6	L	l	NN
work_htfht4hrybdz3jty5t7367hreu	178	7	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	178	8	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	178	9	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	178	10	tables	table	NNS
work_htfht4hrybdz3jty5t7367hreu	178	11	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	178	12	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	178	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	178	14	root	root	NN
work_htfht4hrybdz3jty5t7367hreu	178	15	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	178	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	178	17	leaf	leaf	NN
work_htfht4hrybdz3jty5t7367hreu	178	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	179	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	179	2	HPYP	HPYP	NNP
work_htfht4hrybdz3jty5t7367hreu	179	3	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	179	4	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	179	5	generation	generation	NN
work_htfht4hrybdz3jty5t7367hreu	179	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	179	7	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	179	8	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	179	9	w	w	NN
work_htfht4hrybdz3jty5t7367hreu	179	10	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	179	11	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	179	12	customer	customer	NN
work_htfht4hrybdz3jty5t7367hreu	179	13	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	179	14	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	179	15	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	179	16	u	u	NN
work_htfht4hrybdz3jty5t7367hreu	179	17	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	179	18	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	179	19	context	context	NN
work_htfht4hrybdz3jty5t7367hreu	179	20	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	179	21	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	179	22	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	179	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	180	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	180	2	example	example	NN
work_htfht4hrybdz3jty5t7367hreu	180	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	180	4	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	180	5	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	180	6	n	n	NNP
work_htfht4hrybdz3jty5t7367hreu	180	7	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	180	8	gram	gram	NN
work_htfht4hrybdz3jty5t7367hreu	180	9	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	180	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	180	11	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	180	12	context	context	NN
work_htfht4hrybdz3jty5t7367hreu	180	13	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	180	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	180	15	nth	nth	NNP
work_htfht4hrybdz3jty5t7367hreu	180	16	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	180	17	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	180	18	its	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	180	19	preceding	precede	VBG
work_htfht4hrybdz3jty5t7367hreu	180	20	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	180	21	−	−	NNP
work_htfht4hrybdz3jty5t7367hreu	180	22	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	180	23	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	180	24	.	.	.
work_htfht4hrybdz3jty5t7367hreu	181	1	Based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	181	2	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	181	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	181	4	above	above	JJ
work_htfht4hrybdz3jty5t7367hreu	181	5	description	description	NN
work_htfht4hrybdz3jty5t7367hreu	181	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	181	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	181	8	generative	generative	JJ
work_htfht4hrybdz3jty5t7367hreu	181	9	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	181	10	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	181	11	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	181	12	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	181	13	given	give	VBN
work_htfht4hrybdz3jty5t7367hreu	181	14	below	below	RP
work_htfht4hrybdz3jty5t7367hreu	181	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	182	1	•	•	VB
work_htfht4hrybdz3jty5t7367hreu	182	2	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	182	3	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	182	4	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	182	5	k	k	NN
work_htfht4hrybdz3jty5t7367hreu	182	6	∈	∈	JJ
work_htfht4hrybdz3jty5t7367hreu	182	7	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	182	8	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	182	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	182	10	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	182	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	182	12	3	3	CD
work_htfht4hrybdz3jty5t7367hreu	182	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	182	14	.	.	.
work_htfht4hrybdz3jty5t7367hreu	183	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	184	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	185	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	185	2	∞	∞	NNP
work_htfht4hrybdz3jty5t7367hreu	185	3	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	185	4	:	:	:
work_htfht4hrybdz3jty5t7367hreu	185	5	–	–	:
work_htfht4hrybdz3jty5t7367hreu	185	6	Gk1	Gk1	NNP
work_htfht4hrybdz3jty5t7367hreu	185	7	∼	∼	NNP
work_htfht4hrybdz3jty5t7367hreu	185	8	PYP(a0	PYP(a0	NNP
work_htfht4hrybdz3jty5t7367hreu	185	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	185	10	b0	b0	NNP
work_htfht4hrybdz3jty5t7367hreu	185	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	185	12	G0	G0	NNP
work_htfht4hrybdz3jty5t7367hreu	185	13	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	185	14	–	–	:
work_htfht4hrybdz3jty5t7367hreu	185	15	Gk2	Gk2	NNP
work_htfht4hrybdz3jty5t7367hreu	185	16	∼	∼	NNP
work_htfht4hrybdz3jty5t7367hreu	185	17	PYP(a1	PYP(a1	NNP
work_htfht4hrybdz3jty5t7367hreu	185	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	185	19	b1	b1	NN
work_htfht4hrybdz3jty5t7367hreu	185	20	,	,	,
work_htfht4hrybdz3jty5t7367hreu	185	21	G	G	NNP
work_htfht4hrybdz3jty5t7367hreu	185	22	k	k	NNP
work_htfht4hrybdz3jty5t7367hreu	185	23	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	185	24	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	185	25	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	185	26	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	185	27	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	185	28	–	–	:
work_htfht4hrybdz3jty5t7367hreu	185	29	GkU	GkU	NNP
work_htfht4hrybdz3jty5t7367hreu	185	30	∼	∼	NNP
work_htfht4hrybdz3jty5t7367hreu	185	31	PYP(aU−1	PYP(aU−1	NNP
work_htfht4hrybdz3jty5t7367hreu	185	32	,	,	,
work_htfht4hrybdz3jty5t7367hreu	185	33	bU−1	bu−1	NN
work_htfht4hrybdz3jty5t7367hreu	185	34	,	,	,
work_htfht4hrybdz3jty5t7367hreu	185	35	G	G	NNP
work_htfht4hrybdz3jty5t7367hreu	185	36	k	k	NNP
work_htfht4hrybdz3jty5t7367hreu	185	37	U−1	u−1	XX
work_htfht4hrybdz3jty5t7367hreu	185	38	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	185	39	•	•	NN
work_htfht4hrybdz3jty5t7367hreu	185	40	Set	set	NN
work_htfht4hrybdz3jty5t7367hreu	185	41	c1	c1	NN
work_htfht4hrybdz3jty5t7367hreu	185	42	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	185	43	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	185	44	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	185	45	root	root	NN
work_htfht4hrybdz3jty5t7367hreu	185	46	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	185	47	•	•	NNP
work_htfht4hrybdz3jty5t7367hreu	185	48	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	185	49	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	185	50	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	185	51	d	d	NN
work_htfht4hrybdz3jty5t7367hreu	185	52	∈	∈	JJ
work_htfht4hrybdz3jty5t7367hreu	185	53	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	185	54	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	185	55	,	,	,
work_htfht4hrybdz3jty5t7367hreu	185	56	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	185	57	,	,	,
work_htfht4hrybdz3jty5t7367hreu	185	58	3	3	CD
work_htfht4hrybdz3jty5t7367hreu	185	59	,	,	,
work_htfht4hrybdz3jty5t7367hreu	185	60	.	.	.
work_htfht4hrybdz3jty5t7367hreu	186	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	187	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	188	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	188	2	D	D	NNP
work_htfht4hrybdz3jty5t7367hreu	188	3	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	188	4	:	:	:
work_htfht4hrybdz3jty5t7367hreu	188	5	October	October	NNP
work_htfht4hrybdz3jty5t7367hreu	188	6	8	8	CD
work_htfht4hrybdz3jty5t7367hreu	188	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	188	8	2018	2018	CD
work_htfht4hrybdz3jty5t7367hreu	188	9	http://radimrehurek.com/gensim/models/phrases.html#id1	http://radimrehurek.com/gensim/models/phrases.html#id1	NNP
work_htfht4hrybdz3jty5t7367hreu	188	10	β	β	NNP
work_htfht4hrybdz3jty5t7367hreu	188	11	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	188	12	β	β	NNP
work_htfht4hrybdz3jty5t7367hreu	188	13	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	188	14	β	β	NN
work_htfht4hrybdz3jty5t7367hreu	188	15	3	3	CD
work_htfht4hrybdz3jty5t7367hreu	188	16	β	β	NNP
work_htfht4hrybdz3jty5t7367hreu	188	17	11	11	CD
work_htfht4hrybdz3jty5t7367hreu	188	18	β	β	NNP
work_htfht4hrybdz3jty5t7367hreu	188	19	12	12	CD
work_htfht4hrybdz3jty5t7367hreu	188	20	β	β	NNP
work_htfht4hrybdz3jty5t7367hreu	188	21	13	13	CD
work_htfht4hrybdz3jty5t7367hreu	188	22	d3	d3	NNP
work_htfht4hrybdz3jty5t7367hreu	188	23	d5	d5	NNP
work_htfht4hrybdz3jty5t7367hreu	188	24	d9	d9	NNP
work_htfht4hrybdz3jty5t7367hreu	188	25	d1	d1	RB
work_htfht4hrybdz3jty5t7367hreu	188	26	d2	d2	NNP
work_htfht4hrybdz3jty5t7367hreu	188	27	d7	d7	NNP
work_htfht4hrybdz3jty5t7367hreu	188	28	d8	d8	NNP
work_htfht4hrybdz3jty5t7367hreu	188	29	d4	d4	NNP
work_htfht4hrybdz3jty5t7367hreu	188	30	d6	d6	NNP
work_htfht4hrybdz3jty5t7367hreu	188	31	d9	d9	NNP
work_htfht4hrybdz3jty5t7367hreu	188	32	d5	d5	NNP
work_htfht4hrybdz3jty5t7367hreu	188	33	d3	d3	NNP
work_htfht4hrybdz3jty5t7367hreu	188	34	d1	d1	NNP
work_htfht4hrybdz3jty5t7367hreu	188	35	d2	d2	NNP
work_htfht4hrybdz3jty5t7367hreu	188	36	d7	d7	NNP
work_htfht4hrybdz3jty5t7367hreu	188	37	d8	d8	NNP
work_htfht4hrybdz3jty5t7367hreu	188	38	β	β	NNP
work_htfht4hrybdz3jty5t7367hreu	188	39	21	21	CD
work_htfht4hrybdz3jty5t7367hreu	188	40	β	β	NN
work_htfht4hrybdz3jty5t7367hreu	188	41	22	22	CD
work_htfht4hrybdz3jty5t7367hreu	188	42	β	β	NNP
work_htfht4hrybdz3jty5t7367hreu	188	43	23	23	CD
work_htfht4hrybdz3jty5t7367hreu	188	44	β	β	NN
work_htfht4hrybdz3jty5t7367hreu	188	45	31	31	CD
work_htfht4hrybdz3jty5t7367hreu	188	46	β	β	NNP
work_htfht4hrybdz3jty5t7367hreu	188	47	32	32	CD
work_htfht4hrybdz3jty5t7367hreu	188	48	β	β	NN
work_htfht4hrybdz3jty5t7367hreu	188	49	33	33	CD
work_htfht4hrybdz3jty5t7367hreu	188	50	d4	d4	NN
work_htfht4hrybdz3jty5t7367hreu	188	51	d6	d6	NN
work_htfht4hrybdz3jty5t7367hreu	188	52	R	r	NN
work_htfht4hrybdz3jty5t7367hreu	188	53	0	0	CD
work_htfht4hrybdz3jty5t7367hreu	188	54	R	r	NN
work_htfht4hrybdz3jty5t7367hreu	188	55	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	188	56	R	r	NN
work_htfht4hrybdz3jty5t7367hreu	188	57	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	188	58	R	r	NN
work_htfht4hrybdz3jty5t7367hreu	188	59	3	3	CD
work_htfht4hrybdz3jty5t7367hreu	188	60	Figure	figure	NN
work_htfht4hrybdz3jty5t7367hreu	188	61	3	3	CD
work_htfht4hrybdz3jty5t7367hreu	188	62	:	:	:
work_htfht4hrybdz3jty5t7367hreu	188	63	Illustration	illustration	NN
work_htfht4hrybdz3jty5t7367hreu	188	64	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	188	65	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	188	66	nested	nest	VBN
work_htfht4hrybdz3jty5t7367hreu	188	67	Chinese	Chinese	NNP
work_htfht4hrybdz3jty5t7367hreu	188	68	Restaurant	Restaurant	NNP
work_htfht4hrybdz3jty5t7367hreu	188	69	Process	Process	NNP
work_htfht4hrybdz3jty5t7367hreu	188	70	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	188	71	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	188	72	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	188	73	.	.	.
work_htfht4hrybdz3jty5t7367hreu	189	1	Each	each	DT
work_htfht4hrybdz3jty5t7367hreu	189	2	circle	circle	NN
work_htfht4hrybdz3jty5t7367hreu	189	3	represents	represent	VBZ
work_htfht4hrybdz3jty5t7367hreu	189	4	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	189	5	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	189	6	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	189	7	points	point	VBZ
work_htfht4hrybdz3jty5t7367hreu	189	8	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	189	9	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	189	10	unique	unique	JJ
work_htfht4hrybdz3jty5t7367hreu	189	11	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	189	12	denoted	denote	VBN
work_htfht4hrybdz3jty5t7367hreu	189	13	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	189	14	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	189	15	rectangle	rectangle	NN
work_htfht4hrybdz3jty5t7367hreu	189	16	.	.	.
work_htfht4hrybdz3jty5t7367hreu	190	1	Each	each	DT
work_htfht4hrybdz3jty5t7367hreu	190	2	customer	customer	NN
work_htfht4hrybdz3jty5t7367hreu	190	3	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	190	4	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	190	5	tweet	tweet	NNP
work_htfht4hrybdz3jty5t7367hreu	190	6	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	190	7	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	190	8	first	first	RB
work_htfht4hrybdz3jty5t7367hreu	190	9	choose	choose	VB
work_htfht4hrybdz3jty5t7367hreu	190	10	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	190	11	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	190	12	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	190	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	190	14	upper	upper	JJ
work_htfht4hrybdz3jty5t7367hreu	190	15	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	190	16	then	then	RB
work_htfht4hrybdz3jty5t7367hreu	190	17	follow	follow	VBP
work_htfht4hrybdz3jty5t7367hreu	190	18	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	190	19	link	link	NN
work_htfht4hrybdz3jty5t7367hreu	190	20	pointed	point	VBN
work_htfht4hrybdz3jty5t7367hreu	190	21	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	190	22	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	190	23	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	190	24	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	190	25	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	190	26	reach	reach	VB
work_htfht4hrybdz3jty5t7367hreu	190	27	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	190	28	lower	low	JJR
work_htfht4hrybdz3jty5t7367hreu	190	29	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	190	30	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	190	31	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	190	32	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	190	33	choose	choose	VB
work_htfht4hrybdz3jty5t7367hreu	190	34	another	another	DT
work_htfht4hrybdz3jty5t7367hreu	190	35	table	table	NN
work_htfht4hrybdz3jty5t7367hreu	190	36	there	there	RB
work_htfht4hrybdz3jty5t7367hreu	190	37	.	.	.
work_htfht4hrybdz3jty5t7367hreu	191	1	–	–	:
work_htfht4hrybdz3jty5t7367hreu	191	2	Select	select	VB
work_htfht4hrybdz3jty5t7367hreu	191	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	191	4	Level-2	Level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	191	5	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	191	6	cd,2	cd,2	NNP
work_htfht4hrybdz3jty5t7367hreu	191	7	∼	∼	NNP
work_htfht4hrybdz3jty5t7367hreu	191	8	Bernoulli(λ	Bernoulli(λ	NNP
work_htfht4hrybdz3jty5t7367hreu	191	9	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	191	10	–	–	:
work_htfht4hrybdz3jty5t7367hreu	191	11	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	191	12	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	191	13	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	191	14	∈	∈	JJ
work_htfht4hrybdz3jty5t7367hreu	191	15	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	191	16	3	3	CD
work_htfht4hrybdz3jty5t7367hreu	191	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	191	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	192	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	193	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	194	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	194	2	L	L	NNP
work_htfht4hrybdz3jty5t7367hreu	194	3	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	194	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	194	5	select	select	VB
work_htfht4hrybdz3jty5t7367hreu	194	6	its	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	194	7	corresponding	correspond	VBG
work_htfht4hrybdz3jty5t7367hreu	194	8	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	194	9	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	194	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	194	11	l	l	NNP
work_htfht4hrybdz3jty5t7367hreu	194	12	∼	∼	NNP
work_htfht4hrybdz3jty5t7367hreu	194	13	CRP(γ	CRP(γ	NNP
work_htfht4hrybdz3jty5t7367hreu	194	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	194	15	cd	cd	NNP
work_htfht4hrybdz3jty5t7367hreu	194	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	194	17	l−1	l−1	NNP
work_htfht4hrybdz3jty5t7367hreu	194	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	194	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	195	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	196	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	197	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	197	2	cd,2	cd,2	NNP
work_htfht4hrybdz3jty5t7367hreu	197	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	197	4	–	–	:
work_htfht4hrybdz3jty5t7367hreu	197	5	Draw	draw	VB
work_htfht4hrybdz3jty5t7367hreu	197	6	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	197	7	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	197	8	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	197	9	levels	level	NNS
work_htfht4hrybdz3jty5t7367hreu	197	10	θd	θd	VBP
work_htfht4hrybdz3jty5t7367hreu	197	11	∼	∼	NNP
work_htfht4hrybdz3jty5t7367hreu	197	12	Dirichlet(α	Dirichlet(α	NNP
work_htfht4hrybdz3jty5t7367hreu	197	13	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	197	14	–	–	:
work_htfht4hrybdz3jty5t7367hreu	197	15	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	197	16	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	197	17	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	197	18	n	n	CD
work_htfht4hrybdz3jty5t7367hreu	197	19	∈	∈	JJ
work_htfht4hrybdz3jty5t7367hreu	197	20	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	197	21	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	197	22	,	,	,
work_htfht4hrybdz3jty5t7367hreu	197	23	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	197	24	,	,	,
work_htfht4hrybdz3jty5t7367hreu	197	25	.	.	.
work_htfht4hrybdz3jty5t7367hreu	198	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	199	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	200	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	200	2	Nd	Nd	NNP
work_htfht4hrybdz3jty5t7367hreu	200	3	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	200	4	:	:	:
work_htfht4hrybdz3jty5t7367hreu	200	5	*	*	NFP
work_htfht4hrybdz3jty5t7367hreu	200	6	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	200	7	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	200	8	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	200	9	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	200	10	∈	∈	JJ
work_htfht4hrybdz3jty5t7367hreu	200	11	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	200	12	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	200	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	200	14	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	200	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	200	16	.	.	.
work_htfht4hrybdz3jty5t7367hreu	201	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	202	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	203	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	2	Ud	Ud	NNP
work_htfht4hrybdz3jty5t7367hreu	203	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	4	n	n	JJ
work_htfht4hrybdz3jty5t7367hreu	203	5	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	203	6	:	:	:
work_htfht4hrybdz3jty5t7367hreu	203	7	If	if	IN
work_htfht4hrybdz3jty5t7367hreu	203	8	it	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	203	9	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	203	10	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	203	11	first	first	JJ
work_htfht4hrybdz3jty5t7367hreu	203	12	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	203	13	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	203	14	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	203	15	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	203	16	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	203	17	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	203	18	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	203	19	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	203	20	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	203	21	:	:	:
work_htfht4hrybdz3jty5t7367hreu	203	22	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	203	23	Assign	assign	VB
work_htfht4hrybdz3jty5t7367hreu	203	24	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	203	25	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	203	26	zd	zd	IN
work_htfht4hrybdz3jty5t7367hreu	203	27	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	28	n	n	NNP
work_htfht4hrybdz3jty5t7367hreu	203	29	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	30	u|θd	u|θd	NNPS
work_htfht4hrybdz3jty5t7367hreu	203	31	∼	∼	NNP
work_htfht4hrybdz3jty5t7367hreu	203	32	Discrete(θd	discrete(θd	NN
work_htfht4hrybdz3jty5t7367hreu	203	33	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	203	34	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	203	35	Draw	draw	VB
work_htfht4hrybdz3jty5t7367hreu	203	36	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	203	37	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	203	38	wd	wd	UH
work_htfht4hrybdz3jty5t7367hreu	203	39	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	40	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	203	41	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	42	u|{zd	u|{zd	NNP
work_htfht4hrybdz3jty5t7367hreu	203	43	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	44	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	203	45	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	46	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	203	47	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	48	cd	cd	NNP
work_htfht4hrybdz3jty5t7367hreu	203	49	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	50	G	G	NNP
work_htfht4hrybdz3jty5t7367hreu	203	51	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	203	52	∼	∼	NNP
work_htfht4hrybdz3jty5t7367hreu	203	53	Discrete(G	Discrete(G	NNP
work_htfht4hrybdz3jty5t7367hreu	203	54	cd	cd	NNP
work_htfht4hrybdz3jty5t7367hreu	203	55	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	203	56	zd	zd	IN
work_htfht4hrybdz3jty5t7367hreu	203	57	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	58	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	203	59	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	60	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	203	61	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	203	62	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	203	63	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	203	64	Else	else	RB
work_htfht4hrybdz3jty5t7367hreu	203	65	:	:	:
work_htfht4hrybdz3jty5t7367hreu	203	66	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	203	67	Set	Set	VBN
work_htfht4hrybdz3jty5t7367hreu	203	68	zd	zd	RP
work_htfht4hrybdz3jty5t7367hreu	203	69	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	70	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	203	71	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	72	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	203	73	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	203	74	zd	zd	NNP
work_htfht4hrybdz3jty5t7367hreu	203	75	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	76	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	203	77	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	78	u−1	u−1	NNP
work_htfht4hrybdz3jty5t7367hreu	203	79	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	203	80	Draw	draw	VB
work_htfht4hrybdz3jty5t7367hreu	203	81	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	203	82	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	203	83	wd	wd	UH
work_htfht4hrybdz3jty5t7367hreu	203	84	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	85	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	203	86	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	87	u|{zd	u|{zd	NNP
work_htfht4hrybdz3jty5t7367hreu	203	88	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	89	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	203	90	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	91	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	203	92	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	93	cd	cd	NNP
work_htfht4hrybdz3jty5t7367hreu	203	94	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	95	G	G	NNP
work_htfht4hrybdz3jty5t7367hreu	203	96	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	203	97	∼	∼	NNP
work_htfht4hrybdz3jty5t7367hreu	203	98	Discrete(G	Discrete(G	NNP
work_htfht4hrybdz3jty5t7367hreu	203	99	cd	cd	NNP
work_htfht4hrybdz3jty5t7367hreu	203	100	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	203	101	zd	zd	IN
work_htfht4hrybdz3jty5t7367hreu	203	102	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	103	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	203	104	,	,	,
work_htfht4hrybdz3jty5t7367hreu	203	105	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	203	106	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	203	107	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	203	108	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	203	109	.	.	.
work_htfht4hrybdz3jty5t7367hreu	204	1	Here	here	RB
work_htfht4hrybdz3jty5t7367hreu	204	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	204	3	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	204	4	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	204	5	zd	zd	IN
work_htfht4hrybdz3jty5t7367hreu	204	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	204	7	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	204	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	204	9	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	204	10	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	204	11	denotes	denote	VBZ
work_htfht4hrybdz3jty5t7367hreu	204	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	204	13	zd	zd	NNP
work_htfht4hrybdz3jty5t7367hreu	204	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	204	15	n	n	NNP
work_htfht4hrybdz3jty5t7367hreu	204	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	204	17	uth	uth	NNP
work_htfht4hrybdz3jty5t7367hreu	204	18	component	component	NN
work_htfht4hrybdz3jty5t7367hreu	204	19	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	204	20	vector	vector	NN
work_htfht4hrybdz3jty5t7367hreu	204	21	cd	cd	NNP
work_htfht4hrybdz3jty5t7367hreu	204	22	,	,	,
work_htfht4hrybdz3jty5t7367hreu	204	23	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	204	24	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	204	25	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	204	26	uniform	uniform	JJ
work_htfht4hrybdz3jty5t7367hreu	204	27	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	204	28	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	204	29	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	204	30	fixed	fix	VBN
work_htfht4hrybdz3jty5t7367hreu	204	31	vocabulary	vocabulary	NN
work_htfht4hrybdz3jty5t7367hreu	204	32	W	w	NN
work_htfht4hrybdz3jty5t7367hreu	204	33	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	204	34	V	V	NNP
work_htfht4hrybdz3jty5t7367hreu	204	35	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	204	36	,	,	,
work_htfht4hrybdz3jty5t7367hreu	204	37	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	204	38	∀w	∀w	CD
work_htfht4hrybdz3jty5t7367hreu	204	39	∈	∈	NNP
work_htfht4hrybdz3jty5t7367hreu	204	40	W	W	NNP
work_htfht4hrybdz3jty5t7367hreu	204	41	,	,	,
work_htfht4hrybdz3jty5t7367hreu	204	42	G0(w	G0(w	NNP
work_htfht4hrybdz3jty5t7367hreu	204	43	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	204	44	=	=	NN
work_htfht4hrybdz3jty5t7367hreu	204	45	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	204	46	V	v	NN
work_htfht4hrybdz3jty5t7367hreu	204	47	.	.	.
work_htfht4hrybdz3jty5t7367hreu	205	1	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	205	2	Since	since	IN
work_htfht4hrybdz3jty5t7367hreu	205	3	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	205	4	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	205	5	already	already	RB
work_htfht4hrybdz3jty5t7367hreu	205	6	been	be	VBN
work_htfht4hrybdz3jty5t7367hreu	205	7	identified	identify	VBN
work_htfht4hrybdz3jty5t7367hreu	205	8	prior	prior	RB
work_htfht4hrybdz3jty5t7367hreu	205	9	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	205	10	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	205	11	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	205	12	extraction	extraction	NN
work_htfht4hrybdz3jty5t7367hreu	205	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	205	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	205	15	bound-	bound-	JJ
work_htfht4hrybdz3jty5t7367hreu	205	16	aries	arie	NNS
work_htfht4hrybdz3jty5t7367hreu	205	17	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	205	18	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	205	19	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	205	20	observed	observe	VBN
work_htfht4hrybdz3jty5t7367hreu	205	21	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	205	22	need	nee	MD
work_htfht4hrybdz3jty5t7367hreu	205	23	not	not	RB
work_htfht4hrybdz3jty5t7367hreu	205	24	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	205	25	sampled	sample	VBN
work_htfht4hrybdz3jty5t7367hreu	205	26	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	205	27	data	datum	NNS
work_htfht4hrybdz3jty5t7367hreu	205	28	.	.	.
work_htfht4hrybdz3jty5t7367hreu	206	1	3.2	3.2	CD
work_htfht4hrybdz3jty5t7367hreu	206	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	207	1	Inference	inference	NN
work_htfht4hrybdz3jty5t7367hreu	207	2	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	207	3	Parameter	Parameter	NNP
work_htfht4hrybdz3jty5t7367hreu	207	4	Estimation	Estimation	NNP
work_htfht4hrybdz3jty5t7367hreu	207	5	Given	give	VBN
work_htfht4hrybdz3jty5t7367hreu	207	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	207	7	observed	observed	JJ
work_htfht4hrybdz3jty5t7367hreu	207	8	variable	variable	NN
work_htfht4hrybdz3jty5t7367hreu	207	9	w	w	NN
work_htfht4hrybdz3jty5t7367hreu	207	10	=	=	NN
work_htfht4hrybdz3jty5t7367hreu	207	11	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	207	12	w1	w1	NNP
work_htfht4hrybdz3jty5t7367hreu	207	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	207	14	w2	w2	NNP
work_htfht4hrybdz3jty5t7367hreu	207	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	207	16	.	.	.
work_htfht4hrybdz3jty5t7367hreu	208	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	209	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	210	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	210	2	wD	wD	NNP
work_htfht4hrybdz3jty5t7367hreu	210	3	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	210	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	210	5	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	210	6	goal	goal	NN
work_htfht4hrybdz3jty5t7367hreu	210	7	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	210	8	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	210	9	infer	infer	VB
work_htfht4hrybdz3jty5t7367hreu	210	10	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	210	11	hidden	hidden	JJ
work_htfht4hrybdz3jty5t7367hreu	210	12	variables	variable	NNS
work_htfht4hrybdz3jty5t7367hreu	210	13	c	c	NNP
work_htfht4hrybdz3jty5t7367hreu	210	14	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	210	15	z	z	NNP
work_htfht4hrybdz3jty5t7367hreu	210	16	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	210	17	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	210	18	posterior	posterior	NNP
work_htfht4hrybdz3jty5t7367hreu	210	19	distri-	distri-	XX
work_htfht4hrybdz3jty5t7367hreu	210	20	bution	bution	NNP
work_htfht4hrybdz3jty5t7367hreu	210	21	p(c	p(c	NNP
work_htfht4hrybdz3jty5t7367hreu	210	22	,	,	,
work_htfht4hrybdz3jty5t7367hreu	210	23	z|w	z|w	NNP
work_htfht4hrybdz3jty5t7367hreu	210	24	,	,	,
work_htfht4hrybdz3jty5t7367hreu	210	25	λ	λ	NNP
work_htfht4hrybdz3jty5t7367hreu	210	26	,	,	,
work_htfht4hrybdz3jty5t7367hreu	210	27	γ	γ	NNP
work_htfht4hrybdz3jty5t7367hreu	210	28	,	,	,
work_htfht4hrybdz3jty5t7367hreu	210	29	α	α	NNP
work_htfht4hrybdz3jty5t7367hreu	210	30	,	,	,
work_htfht4hrybdz3jty5t7367hreu	210	31	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	210	32	,	,	,
work_htfht4hrybdz3jty5t7367hreu	210	33	Ω	ω	NN
work_htfht4hrybdz3jty5t7367hreu	210	34	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	210	35	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	210	36	Ω	ω	NN
work_htfht4hrybdz3jty5t7367hreu	210	37	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	210	38	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	210	39	a0	a0	NN
work_htfht4hrybdz3jty5t7367hreu	210	40	,	,	,
work_htfht4hrybdz3jty5t7367hreu	210	41	b0	b0	RB
work_htfht4hrybdz3jty5t7367hreu	210	42	,	,	,
work_htfht4hrybdz3jty5t7367hreu	210	43	.	.	.
work_htfht4hrybdz3jty5t7367hreu	211	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	212	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	213	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	213	2	aU	aU	NNP
work_htfht4hrybdz3jty5t7367hreu	213	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	213	4	bU	bU	NNP
work_htfht4hrybdz3jty5t7367hreu	213	5	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	213	6	denotes	denote	VBZ
work_htfht4hrybdz3jty5t7367hreu	213	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	213	8	hyper	hyper	NN
work_htfht4hrybdz3jty5t7367hreu	213	9	-	-	NNS
work_htfht4hrybdz3jty5t7367hreu	213	10	parameters	parameter	NNS
work_htfht4hrybdz3jty5t7367hreu	213	11	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	213	12	HPYPs	hpyp	NNS
work_htfht4hrybdz3jty5t7367hreu	213	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	214	1	Since	since	IN
work_htfht4hrybdz3jty5t7367hreu	214	2	exact	exact	JJ
work_htfht4hrybdz3jty5t7367hreu	214	3	infer-	infer-	JJ
work_htfht4hrybdz3jty5t7367hreu	214	4	ence	ence	NN
work_htfht4hrybdz3jty5t7367hreu	214	5	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	214	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	214	7	posterior	posterior	NN
work_htfht4hrybdz3jty5t7367hreu	214	8	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	214	9	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	214	10	intractable	intractable	JJ
work_htfht4hrybdz3jty5t7367hreu	214	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	214	12	Gibbs	Gibbs	NNP
work_htfht4hrybdz3jty5t7367hreu	214	13	sam-	sam-	JJ
work_htfht4hrybdz3jty5t7367hreu	214	14	pling	pling	NN
work_htfht4hrybdz3jty5t7367hreu	214	15	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	214	16	Griffiths	griffith	NNS
work_htfht4hrybdz3jty5t7367hreu	214	17	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	214	18	Steyvers	Steyvers	NNPS
work_htfht4hrybdz3jty5t7367hreu	214	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	214	20	2004	2004	CD
work_htfht4hrybdz3jty5t7367hreu	214	21	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	214	22	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	214	23	employed	employ	VBN
work_htfht4hrybdz3jty5t7367hreu	214	24	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	214	25	approximate	approximate	VB
work_htfht4hrybdz3jty5t7367hreu	214	26	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	214	27	hidden	hidden	JJ
work_htfht4hrybdz3jty5t7367hreu	214	28	variables	variable	NNS
work_htfht4hrybdz3jty5t7367hreu	214	29	,	,	,
work_htfht4hrybdz3jty5t7367hreu	214	30	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	214	31	sequentially	sequentially	RB
work_htfht4hrybdz3jty5t7367hreu	214	32	samples	sample	VBZ
work_htfht4hrybdz3jty5t7367hreu	214	33	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	214	34	variable	variable	NN
work_htfht4hrybdz3jty5t7367hreu	214	35	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	214	36	interest	interest	NN
work_htfht4hrybdz3jty5t7367hreu	214	37	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	214	38	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	214	39	conditional	conditional	JJ
work_htfht4hrybdz3jty5t7367hreu	214	40	probability	probability	NN
work_htfht4hrybdz3jty5t7367hreu	214	41	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	214	42	that	that	DT
work_htfht4hrybdz3jty5t7367hreu	214	43	variable	variable	NN
work_htfht4hrybdz3jty5t7367hreu	214	44	given	give	VBN
work_htfht4hrybdz3jty5t7367hreu	214	45	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	214	46	current	current	JJ
work_htfht4hrybdz3jty5t7367hreu	214	47	values	value	NNS
work_htfht4hrybdz3jty5t7367hreu	214	48	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	214	49	all	all	DT
work_htfht4hrybdz3jty5t7367hreu	214	50	other	other	JJ
work_htfht4hrybdz3jty5t7367hreu	214	51	variables	variable	NNS
work_htfht4hrybdz3jty5t7367hreu	214	52	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	214	53	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	214	54	data	datum	NNS
work_htfht4hrybdz3jty5t7367hreu	214	55	.	.	.
work_htfht4hrybdz3jty5t7367hreu	215	1	With	with	IN
work_htfht4hrybdz3jty5t7367hreu	215	2	sufficient	sufficient	JJ
work_htfht4hrybdz3jty5t7367hreu	215	3	iterations	iteration	NNS
work_htfht4hrybdz3jty5t7367hreu	215	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	215	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	215	6	sampling	sampling	NN
work_htfht4hrybdz3jty5t7367hreu	215	7	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	215	8	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	215	9	finally	finally	RB
work_htfht4hrybdz3jty5t7367hreu	215	10	reach	reach	VB
work_htfht4hrybdz3jty5t7367hreu	215	11	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	215	12	status	status	NN
work_htfht4hrybdz3jty5t7367hreu	215	13	when	when	WRB
work_htfht4hrybdz3jty5t7367hreu	215	14	all	all	PDT
work_htfht4hrybdz3jty5t7367hreu	215	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	215	16	samples	sample	NNS
work_htfht4hrybdz3jty5t7367hreu	215	17	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	215	18	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	215	19	seen	see	VBN
work_htfht4hrybdz3jty5t7367hreu	215	20	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	215	21	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	215	22	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	215	23	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	215	24	sta-	sta-	JJ
work_htfht4hrybdz3jty5t7367hreu	215	25	tionary	tionary	JJ
work_htfht4hrybdz3jty5t7367hreu	215	26	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	215	27	.	.	.
work_htfht4hrybdz3jty5t7367hreu	216	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	216	2	variables	variable	NNS
work_htfht4hrybdz3jty5t7367hreu	216	3	used	use	VBN
work_htfht4hrybdz3jty5t7367hreu	216	4	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	216	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	216	6	sampling	sampling	NN
work_htfht4hrybdz3jty5t7367hreu	216	7	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	216	8	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	216	9	:	:	:
work_htfht4hrybdz3jty5t7367hreu	216	10	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	216	11	1	1	LS
work_htfht4hrybdz3jty5t7367hreu	216	12	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	216	13	zd	zd	CD
work_htfht4hrybdz3jty5t7367hreu	216	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	216	15	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	216	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	216	17	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	216	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	216	19	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	216	20	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	216	21	allocation	allocation	NN
work_htfht4hrybdz3jty5t7367hreu	216	22	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	216	23	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	216	24	uth	uth	NNP
work_htfht4hrybdz3jty5t7367hreu	216	25	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	216	26	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	216	27	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	216	28	nth	nth	NNP
work_htfht4hrybdz3jty5t7367hreu	216	29	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	216	30	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	216	31	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	216	32	dth	dth	NNP
work_htfht4hrybdz3jty5t7367hreu	216	33	tweet	tweet	NNP
work_htfht4hrybdz3jty5t7367hreu	216	34	;	;	:
work_htfht4hrybdz3jty5t7367hreu	216	35	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	216	36	2	2	LS
work_htfht4hrybdz3jty5t7367hreu	216	37	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	216	38	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	216	39	,	,	,
work_htfht4hrybdz3jty5t7367hreu	216	40	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	216	41	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	216	42	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	216	43	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	216	44	dth	dth	NNP
work_htfht4hrybdz3jty5t7367hreu	216	45	tweet	tweet	NNP
work_htfht4hrybdz3jty5t7367hreu	216	46	.	.	.
work_htfht4hrybdz3jty5t7367hreu	217	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	217	2	objective	objective	NN
work_htfht4hrybdz3jty5t7367hreu	217	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	217	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	217	5	Gibbs	Gibbs	NNP
work_htfht4hrybdz3jty5t7367hreu	217	6	sampler	sampler	NN
work_htfht4hrybdz3jty5t7367hreu	217	7	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	217	8	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	217	9	approximate	approximate	VB
work_htfht4hrybdz3jty5t7367hreu	217	10	p(c	p(c	NNP
work_htfht4hrybdz3jty5t7367hreu	217	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	217	12	z|w	z|w	NNP
work_htfht4hrybdz3jty5t7367hreu	217	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	217	14	λ	λ	NNP
work_htfht4hrybdz3jty5t7367hreu	217	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	217	16	γ	γ	NNP
work_htfht4hrybdz3jty5t7367hreu	217	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	217	18	α	α	NNP
work_htfht4hrybdz3jty5t7367hreu	217	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	217	20	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	217	21	,	,	,
work_htfht4hrybdz3jty5t7367hreu	217	22	Ω	ω	NN
work_htfht4hrybdz3jty5t7367hreu	217	23	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	217	24	.	.	.
work_htfht4hrybdz3jty5t7367hreu	218	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	218	2	omit	omit	VBP
work_htfht4hrybdz3jty5t7367hreu	218	3	Ω	ω	NN
work_htfht4hrybdz3jty5t7367hreu	218	4	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	218	5	clarity	clarity	NN
work_htfht4hrybdz3jty5t7367hreu	218	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	219	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	219	2	Gibbs	gibb	NNS
work_htfht4hrybdz3jty5t7367hreu	219	3	sampling	sampling	NN
work_htfht4hrybdz3jty5t7367hreu	219	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	219	5	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	219	6	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	219	7	focused	focus	VBN
work_htfht4hrybdz3jty5t7367hreu	219	8	2Note	2note	CD
work_htfht4hrybdz3jty5t7367hreu	219	9	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	219	10	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	219	11	abuse	abuse	VBP
work_htfht4hrybdz3jty5t7367hreu	219	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	219	13	notation	notation	NN
work_htfht4hrybdz3jty5t7367hreu	219	14	here	here	RB
work_htfht4hrybdz3jty5t7367hreu	219	15	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	219	16	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	219	17	use	use	VBP
work_htfht4hrybdz3jty5t7367hreu	219	18	n	n	NNP
work_htfht4hrybdz3jty5t7367hreu	219	19	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	219	20	denote	denote	VB
work_htfht4hrybdz3jty5t7367hreu	219	21	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	219	22	nth	nth	NNP
work_htfht4hrybdz3jty5t7367hreu	219	23	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	219	24	.	.	.
work_htfht4hrybdz3jty5t7367hreu	220	1	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	220	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	220	3	per	per	IN
work_htfht4hrybdz3jty5t7367hreu	220	4	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	220	5	document	document	NN
work_htfht4hrybdz3jty5t7367hreu	220	6	posterior	posterior	NN
work_htfht4hrybdz3jty5t7367hreu	220	7	p(cd	p(cd	NNP
work_htfht4hrybdz3jty5t7367hreu	220	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	220	9	zd|c−d	zd|c−d	NNP
work_htfht4hrybdz3jty5t7367hreu	220	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	220	11	z−d	z−d	NNP
work_htfht4hrybdz3jty5t7367hreu	220	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	220	13	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	220	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	220	15	λ	λ	NNP
work_htfht4hrybdz3jty5t7367hreu	220	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	220	17	γ	γ	NNP
work_htfht4hrybdz3jty5t7367hreu	220	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	220	19	α	α	NNP
work_htfht4hrybdz3jty5t7367hreu	220	20	,	,	,
work_htfht4hrybdz3jty5t7367hreu	220	21	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	220	22	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	220	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	221	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	221	2	d	d	NN
work_htfht4hrybdz3jty5t7367hreu	221	3	∈	∈	JJ
work_htfht4hrybdz3jty5t7367hreu	221	4	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	221	5	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	221	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	221	7	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	221	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	221	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	222	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	223	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	224	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	224	2	D	D	NNP
work_htfht4hrybdz3jty5t7367hreu	224	3	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	224	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	224	5	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	224	6	first	first	RB
work_htfht4hrybdz3jty5t7367hreu	224	7	sample	sample	NN
work_htfht4hrybdz3jty5t7367hreu	224	8	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	224	9	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	224	10	wise	wise	JJ
work_htfht4hrybdz3jty5t7367hreu	224	11	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	224	12	alloca-	alloca-	VBN
work_htfht4hrybdz3jty5t7367hreu	224	13	tion	tion	NN
work_htfht4hrybdz3jty5t7367hreu	224	14	p(zd	p(zd	NNP
work_htfht4hrybdz3jty5t7367hreu	224	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	224	16	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	224	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	224	18	u|c	u|c	CD
work_htfht4hrybdz3jty5t7367hreu	224	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	224	20	z−d,−n,−u	z−d,−n,−u	NNP
work_htfht4hrybdz3jty5t7367hreu	224	21	,	,	,
work_htfht4hrybdz3jty5t7367hreu	224	22	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	224	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	224	24	α	α	NNP
work_htfht4hrybdz3jty5t7367hreu	224	25	,	,	,
work_htfht4hrybdz3jty5t7367hreu	224	26	G0	G0	NNP
work_htfht4hrybdz3jty5t7367hreu	224	27	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	224	28	,	,	,
work_htfht4hrybdz3jty5t7367hreu	224	29	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	224	30	z−d,−n,−u	z−d,−n,−u	NNP
work_htfht4hrybdz3jty5t7367hreu	224	31	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	224	32	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	224	33	vector	vector	NN
work_htfht4hrybdz3jty5t7367hreu	224	34	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	224	35	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	224	36	allocations	allocation	NNS
work_htfht4hrybdz3jty5t7367hreu	224	37	leaving	leave	VBG
work_htfht4hrybdz3jty5t7367hreu	224	38	out	out	RP
work_htfht4hrybdz3jty5t7367hreu	224	39	zd	zd	IN
work_htfht4hrybdz3jty5t7367hreu	224	40	,	,	,
work_htfht4hrybdz3jty5t7367hreu	224	41	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	224	42	,	,	,
work_htfht4hrybdz3jty5t7367hreu	224	43	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	224	44	.	.	.
work_htfht4hrybdz3jty5t7367hreu	225	1	Then	then	RB
work_htfht4hrybdz3jty5t7367hreu	225	2	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	225	3	sample	sample	VBP
work_htfht4hrybdz3jty5t7367hreu	225	4	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	225	5	p(cd|c−d	p(cd|c−d	NN
work_htfht4hrybdz3jty5t7367hreu	225	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	225	7	z	z	NNP
work_htfht4hrybdz3jty5t7367hreu	225	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	225	9	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	225	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	225	11	λ	λ	NNP
work_htfht4hrybdz3jty5t7367hreu	225	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	225	13	γ	γ	NNP
work_htfht4hrybdz3jty5t7367hreu	225	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	225	15	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	225	16	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	225	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	226	1	3.2.1	3.2.1	NN
work_htfht4hrybdz3jty5t7367hreu	226	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	227	1	Level	Level	NNP
work_htfht4hrybdz3jty5t7367hreu	227	2	Allocation	allocation	NN
work_htfht4hrybdz3jty5t7367hreu	227	3	Sampling	sampling	NN
work_htfht4hrybdz3jty5t7367hreu	227	4	Given	Given	NNP
work_htfht4hrybdz3jty5t7367hreu	227	5	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	227	6	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	227	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	8	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	227	9	need	need	VBP
work_htfht4hrybdz3jty5t7367hreu	227	10	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	227	11	sample	sample	VB
work_htfht4hrybdz3jty5t7367hreu	227	12	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	227	13	allocations	allocation	NNS
work_htfht4hrybdz3jty5t7367hreu	227	14	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	227	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	227	16	tweet	tweet	NNP
work_htfht4hrybdz3jty5t7367hreu	227	17	d.	d.	NNP
work_htfht4hrybdz3jty5t7367hreu	227	18	According	accord	VBG
work_htfht4hrybdz3jty5t7367hreu	227	19	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	227	20	Bayes	Bayes	NNP
work_htfht4hrybdz3jty5t7367hreu	227	21	’	’	POS
work_htfht4hrybdz3jty5t7367hreu	227	22	rule	rule	NN
work_htfht4hrybdz3jty5t7367hreu	227	23	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	227	24	conditional	conditional	JJ
work_htfht4hrybdz3jty5t7367hreu	227	25	indepen-	indepen-	NN
work_htfht4hrybdz3jty5t7367hreu	227	26	dence	dence	NN
work_htfht4hrybdz3jty5t7367hreu	227	27	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	28	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	227	29	obtain	obtain	VBP
work_htfht4hrybdz3jty5t7367hreu	227	30	p(zd	p(zd	JJ
work_htfht4hrybdz3jty5t7367hreu	227	31	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	32	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	227	33	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	34	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	227	35	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	227	36	l|c	l|c	CD
work_htfht4hrybdz3jty5t7367hreu	227	37	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	38	z−d,−n,−u	z−d,−n,−u	NNP
work_htfht4hrybdz3jty5t7367hreu	227	39	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	40	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	227	41	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	42	α	α	NNP
work_htfht4hrybdz3jty5t7367hreu	227	43	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	44	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	227	45	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	227	46	∝	∝	NN
work_htfht4hrybdz3jty5t7367hreu	227	47	p(zd	p(zd	NN
work_htfht4hrybdz3jty5t7367hreu	227	48	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	49	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	227	50	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	51	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	227	52	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	227	53	l|zd,−n,−u	l|zd,−n,−u	NNP
work_htfht4hrybdz3jty5t7367hreu	227	54	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	55	α)×	α)×	NNP
work_htfht4hrybdz3jty5t7367hreu	227	56	p(wd	p(wd	JJ
work_htfht4hrybdz3jty5t7367hreu	227	57	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	58	n|c	n|c	CD
work_htfht4hrybdz3jty5t7367hreu	227	59	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	60	z	z	NNP
work_htfht4hrybdz3jty5t7367hreu	227	61	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	62	w−d,−n	w−d,−n	NNP
work_htfht4hrybdz3jty5t7367hreu	227	63	,	,	,
work_htfht4hrybdz3jty5t7367hreu	227	64	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	227	65	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	227	66	.	.	.
work_htfht4hrybdz3jty5t7367hreu	228	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	228	2	1	1	LS
work_htfht4hrybdz3jty5t7367hreu	228	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	228	4	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	228	5	first	first	JJ
work_htfht4hrybdz3jty5t7367hreu	228	6	term	term	NN
work_htfht4hrybdz3jty5t7367hreu	228	7	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	228	8	Eq	Eq	NNP
work_htfht4hrybdz3jty5t7367hreu	228	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	229	1	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	229	2	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	229	3	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	229	4	conditional	conditional	JJ
work_htfht4hrybdz3jty5t7367hreu	229	5	probability	probability	NN
work_htfht4hrybdz3jty5t7367hreu	229	6	marginal-	marginal-	NN
work_htfht4hrybdz3jty5t7367hreu	229	7	izing	ize	VBG
work_htfht4hrybdz3jty5t7367hreu	229	8	out	out	RP
work_htfht4hrybdz3jty5t7367hreu	229	9	θd	θd	NNP
work_htfht4hrybdz3jty5t7367hreu	229	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	230	1	Since	since	IN
work_htfht4hrybdz3jty5t7367hreu	230	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	230	3	Dirichlet	Dirichlet	NNP
work_htfht4hrybdz3jty5t7367hreu	230	4	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	230	5	p(θd|α	p(θd|α	NN
work_htfht4hrybdz3jty5t7367hreu	230	6	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	230	7	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	230	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	230	9	discrete	discrete	JJ
work_htfht4hrybdz3jty5t7367hreu	230	10	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	230	11	p(zd	p(zd	NNP
work_htfht4hrybdz3jty5t7367hreu	230	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	230	13	n	n	CC
work_htfht4hrybdz3jty5t7367hreu	230	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	230	15	u|θd	u|θd	ADD
work_htfht4hrybdz3jty5t7367hreu	230	16	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	230	17	form	form	VBP
work_htfht4hrybdz3jty5t7367hreu	230	18	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	230	19	Dirichlet	Dirichlet	NNP
work_htfht4hrybdz3jty5t7367hreu	230	20	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	230	21	Multinomial	Multinomial	NNP
work_htfht4hrybdz3jty5t7367hreu	230	22	conjugate	conjugate	NN
work_htfht4hrybdz3jty5t7367hreu	230	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	230	24	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	230	25	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	230	26	p(zd	p(zd	VBN
work_htfht4hrybdz3jty5t7367hreu	230	27	,	,	,
work_htfht4hrybdz3jty5t7367hreu	230	28	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	230	29	,	,	,
work_htfht4hrybdz3jty5t7367hreu	230	30	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	230	31	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	230	32	l|zd,−n,−u	l|zd,−n,−u	NNP
work_htfht4hrybdz3jty5t7367hreu	230	33	,	,	,
work_htfht4hrybdz3jty5t7367hreu	230	34	α	α	LS
work_htfht4hrybdz3jty5t7367hreu	230	35	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	230	36	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	230	37	Cld,−n,−u	cld,−n,−u	NN
work_htfht4hrybdz3jty5t7367hreu	230	38	+	+	CC
work_htfht4hrybdz3jty5t7367hreu	230	39	α[l	α[l	NN
work_htfht4hrybdz3jty5t7367hreu	230	40	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	230	41	C·d,−n,−u	C·d,−n,−u	NNP
work_htfht4hrybdz3jty5t7367hreu	230	42	+	+	SYM
work_htfht4hrybdz3jty5t7367hreu	230	43	∑L	∑l	NN
work_htfht4hrybdz3jty5t7367hreu	230	44	l=1	l=1	JJ
work_htfht4hrybdz3jty5t7367hreu	230	45	α[l	α[l	NN
work_htfht4hrybdz3jty5t7367hreu	230	46	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	230	47	.	.	.
work_htfht4hrybdz3jty5t7367hreu	231	1	Here	here	RB
work_htfht4hrybdz3jty5t7367hreu	231	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	231	3	Cld,−n,−u	cld,−n,−u	NN
work_htfht4hrybdz3jty5t7367hreu	231	4	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	231	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	231	6	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	231	7	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	231	8	times	time	NNS
work_htfht4hrybdz3jty5t7367hreu	231	9	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	231	10	label	label	NN
work_htfht4hrybdz3jty5t7367hreu	231	11	l	l	NNP
work_htfht4hrybdz3jty5t7367hreu	231	12	being	be	VBG
work_htfht4hrybdz3jty5t7367hreu	231	13	assigned	assign	VBN
work_htfht4hrybdz3jty5t7367hreu	231	14	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	231	15	some	some	DT
work_htfht4hrybdz3jty5t7367hreu	231	16	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	231	17	tokens	token	NNS
work_htfht4hrybdz3jty5t7367hreu	231	18	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	231	19	tweet	tweet	NNP
work_htfht4hrybdz3jty5t7367hreu	231	20	d	d	NNP
work_htfht4hrybdz3jty5t7367hreu	231	21	leaving	leave	VBG
work_htfht4hrybdz3jty5t7367hreu	231	22	out	out	RP
work_htfht4hrybdz3jty5t7367hreu	231	23	zd	zd	IN
work_htfht4hrybdz3jty5t7367hreu	231	24	,	,	,
work_htfht4hrybdz3jty5t7367hreu	231	25	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	231	26	,	,	,
work_htfht4hrybdz3jty5t7367hreu	231	27	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	231	28	,	,	,
work_htfht4hrybdz3jty5t7367hreu	231	29	C·d,−n,−u	c·d,−n,−u	ADD
work_htfht4hrybdz3jty5t7367hreu	231	30	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	231	31	∑L	∑L	NNP
work_htfht4hrybdz3jty5t7367hreu	231	32	l=1	l=1	NNP
work_htfht4hrybdz3jty5t7367hreu	231	33	C	C	NNP
work_htfht4hrybdz3jty5t7367hreu	231	34	l	l	NNP
work_htfht4hrybdz3jty5t7367hreu	231	35	d,−n,−u	d,−n,−u	NN
work_htfht4hrybdz3jty5t7367hreu	231	36	,	,	,
work_htfht4hrybdz3jty5t7367hreu	231	37	L	L	NNP
work_htfht4hrybdz3jty5t7367hreu	231	38	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	231	39	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	231	40	total	total	JJ
work_htfht4hrybdz3jty5t7367hreu	231	41	depth	depth	NN
work_htfht4hrybdz3jty5t7367hreu	231	42	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	231	43	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	231	44	hierarchy	hierarchy	NN
work_htfht4hrybdz3jty5t7367hreu	231	45	.	.	.
work_htfht4hrybdz3jty5t7367hreu	232	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	232	2	second	second	JJ
work_htfht4hrybdz3jty5t7367hreu	232	3	term	term	NN
work_htfht4hrybdz3jty5t7367hreu	232	4	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	232	5	Eq	Eq	NNP
work_htfht4hrybdz3jty5t7367hreu	232	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	233	1	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	233	2	follows	follow	VBZ
work_htfht4hrybdz3jty5t7367hreu	233	3	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	233	4	zd	zd	NN
work_htfht4hrybdz3jty5t7367hreu	233	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	233	6	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	233	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	233	8	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	233	9	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	233	10	specified	specify	VBN
work_htfht4hrybdz3jty5t7367hreu	233	11	HPYP	HPYP	NNP
work_htfht4hrybdz3jty5t7367hreu	233	12	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	233	13	wd	wd	NNP
work_htfht4hrybdz3jty5t7367hreu	233	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	233	15	n	n	CC
work_htfht4hrybdz3jty5t7367hreu	233	16	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	233	17	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	233	18	new	new	JJ
work_htfht4hrybdz3jty5t7367hreu	233	19	random	random	JJ
work_htfht4hrybdz3jty5t7367hreu	233	20	variable	variable	NN
work_htfht4hrybdz3jty5t7367hreu	233	21	given	give	VBN
work_htfht4hrybdz3jty5t7367hreu	233	22	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	233	23	particular	particular	JJ
work_htfht4hrybdz3jty5t7367hreu	233	24	status	status	NN
work_htfht4hrybdz3jty5t7367hreu	233	25	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	233	26	that	that	DT
work_htfht4hrybdz3jty5t7367hreu	233	27	HPYP	HPYP	NNP
work_htfht4hrybdz3jty5t7367hreu	233	28	.	.	.
work_htfht4hrybdz3jty5t7367hreu	234	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	234	2	use	use	VBP
work_htfht4hrybdz3jty5t7367hreu	234	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	234	4	generalised	generalise	VBN
work_htfht4hrybdz3jty5t7367hreu	234	5	CRP	CRP	NNP
work_htfht4hrybdz3jty5t7367hreu	234	6	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	234	7	perform	perform	VB
work_htfht4hrybdz3jty5t7367hreu	234	8	sam-	sam-	JJ
work_htfht4hrybdz3jty5t7367hreu	234	9	pling	pling	NN
work_htfht4hrybdz3jty5t7367hreu	234	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	235	1	Let	let	VB
work_htfht4hrybdz3jty5t7367hreu	235	2	Λcd	Λcd	NNP
work_htfht4hrybdz3jty5t7367hreu	235	3	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	235	4	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	235	5	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	235	6	denote	denote	VB
work_htfht4hrybdz3jty5t7367hreu	235	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	235	8	current	current	JJ
work_htfht4hrybdz3jty5t7367hreu	235	9	seating	seat	VBG
work_htfht4hrybdz3jty5t7367hreu	235	10	arrangement	arrangement	NN
work_htfht4hrybdz3jty5t7367hreu	235	11	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	235	12	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	235	13	cd	cd	NNP
work_htfht4hrybdz3jty5t7367hreu	235	14	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	235	15	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	235	16	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	235	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	235	18	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	235	19	second	second	JJ
work_htfht4hrybdz3jty5t7367hreu	235	20	term	term	NN
work_htfht4hrybdz3jty5t7367hreu	235	21	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	235	22	rewritten	rewrite	VBN
work_htfht4hrybdz3jty5t7367hreu	235	23	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	235	24	p(wd	p(wd	JJ
work_htfht4hrybdz3jty5t7367hreu	235	25	,	,	,
work_htfht4hrybdz3jty5t7367hreu	235	26	n|Λcd	n|Λcd	NNP
work_htfht4hrybdz3jty5t7367hreu	235	27	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	235	28	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	235	29	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	235	30	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	235	31	.	.	.
work_htfht4hrybdz3jty5t7367hreu	236	1	Thereafter	thereafter	RB
work_htfht4hrybdz3jty5t7367hreu	236	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	236	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	236	4	random	random	JJ
work_htfht4hrybdz3jty5t7367hreu	236	5	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	236	6	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	236	7	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	236	8	simulated	simulate	VBN
work_htfht4hrybdz3jty5t7367hreu	236	9	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	236	10	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	236	11	situation	situation	NN
work_htfht4hrybdz3jty5t7367hreu	236	12	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	236	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	236	14	first	first	JJ
work_htfht4hrybdz3jty5t7367hreu	236	15	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	236	16	wd	wd	NNP
work_htfht4hrybdz3jty5t7367hreu	236	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	236	18	n,1	n,1	NNP
work_htfht4hrybdz3jty5t7367hreu	236	19	enters	enter	VBZ
work_htfht4hrybdz3jty5t7367hreu	236	20	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	236	21	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	236	22	Λ	λ	NN
work_htfht4hrybdz3jty5t7367hreu	236	23	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	236	24	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	236	25	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	236	26	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	236	27	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	236	28	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	236	29	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	236	30	customer	customer	NN
work_htfht4hrybdz3jty5t7367hreu	236	31	.	.	.
work_htfht4hrybdz3jty5t7367hreu	237	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	237	2	probability	probability	NN
work_htfht4hrybdz3jty5t7367hreu	237	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	237	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	237	5	next	next	JJ
work_htfht4hrybdz3jty5t7367hreu	237	6	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	237	7	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	237	8	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	237	9	Gcd	Gcd	NNP
work_htfht4hrybdz3jty5t7367hreu	237	10	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	237	11	l]u	l]u	NN
work_htfht4hrybdz3jty5t7367hreu	237	12	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	237	13	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	237	14	calculated	calculate	VBN
work_htfht4hrybdz3jty5t7367hreu	237	15	re-	re-	RB
work_htfht4hrybdz3jty5t7367hreu	237	16	cursively	cursively	RB
work_htfht4hrybdz3jty5t7367hreu	237	17	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	237	18	p(w|Λcd	p(w|λcd	ADD
work_htfht4hrybdz3jty5t7367hreu	237	19	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	237	20	l]u	l]u	NN
work_htfht4hrybdz3jty5t7367hreu	237	21	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	237	22	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	237	23	Ccd	ccd	NN
work_htfht4hrybdz3jty5t7367hreu	237	24	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	237	25	l]uw	l]uw	:
work_htfht4hrybdz3jty5t7367hreu	237	26	−	−	NNP
work_htfht4hrybdz3jty5t7367hreu	237	27	au−1	au−1	NNP
work_htfht4hrybdz3jty5t7367hreu	237	28	T	T	NNP
work_htfht4hrybdz3jty5t7367hreu	237	29	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	237	30	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	237	31	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	237	32	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	237	33	uw	uw	NNP
work_htfht4hrybdz3jty5t7367hreu	237	34	Ccd	Ccd	NNP
work_htfht4hrybdz3jty5t7367hreu	237	35	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	237	36	l]u	l]u	NN
work_htfht4hrybdz3jty5t7367hreu	237	37	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	237	38	+	+	NFP
work_htfht4hrybdz3jty5t7367hreu	237	39	bu−1	bu−1	NNP
work_htfht4hrybdz3jty5t7367hreu	237	40	+	+	SYM
work_htfht4hrybdz3jty5t7367hreu	237	41	au−1	au−1	NNP
work_htfht4hrybdz3jty5t7367hreu	237	42	T	T	NNP
work_htfht4hrybdz3jty5t7367hreu	237	43	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	237	44	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	237	45	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	237	46	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	237	47	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	237	48	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	237	49	+	+	SYM
work_htfht4hrybdz3jty5t7367hreu	237	50	bu−1	bu−1	NNP
work_htfht4hrybdz3jty5t7367hreu	237	51	Ccd	Ccd	NNP
work_htfht4hrybdz3jty5t7367hreu	237	52	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	237	53	l]u	l]u	NN
work_htfht4hrybdz3jty5t7367hreu	237	54	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	237	55	+	+	NFP
work_htfht4hrybdz3jty5t7367hreu	237	56	bu−1	bu−1	FW
work_htfht4hrybdz3jty5t7367hreu	237	57	×p(w|Λcd	×p(w|Λcd	NNP
work_htfht4hrybdz3jty5t7367hreu	237	58	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	237	59	l]u−1	l]u−1	NNP
work_htfht4hrybdz3jty5t7367hreu	237	60	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	237	61	.	.	.
work_htfht4hrybdz3jty5t7367hreu	238	1	Here	here	RB
work_htfht4hrybdz3jty5t7367hreu	238	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	238	3	Ccd	Ccd	NNP
work_htfht4hrybdz3jty5t7367hreu	238	4	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	238	5	l]uw	l]uw	NFP
work_htfht4hrybdz3jty5t7367hreu	238	6	denotes	denote	VBZ
work_htfht4hrybdz3jty5t7367hreu	238	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	238	8	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	238	9	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	238	10	customers	customer	NNS
work_htfht4hrybdz3jty5t7367hreu	238	11	eating	eat	VBG
work_htfht4hrybdz3jty5t7367hreu	238	12	dish	dish	NN
work_htfht4hrybdz3jty5t7367hreu	238	13	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	238	14	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	238	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	238	16	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	238	17	u	u	NN
work_htfht4hrybdz3jty5t7367hreu	238	18	owned	own	VBN
work_htfht4hrybdz3jty5t7367hreu	238	19	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	238	20	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	238	21	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	238	22	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	238	23	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	238	24	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	238	25	,	,	,
work_htfht4hrybdz3jty5t7367hreu	238	26	T	T	NNP
work_htfht4hrybdz3jty5t7367hreu	238	27	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	238	28	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	238	29	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	238	30	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	238	31	uw	uw	NNP
work_htfht4hrybdz3jty5t7367hreu	238	32	denotes	denote	VBZ
work_htfht4hrybdz3jty5t7367hreu	238	33	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	238	34	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	238	35	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	238	36	tables	table	NNS
work_htfht4hrybdz3jty5t7367hreu	238	37	serving	serve	VBG
work_htfht4hrybdz3jty5t7367hreu	238	38	dish	dish	NN
work_htfht4hrybdz3jty5t7367hreu	238	39	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	238	40	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	238	41	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	238	42	u	u	NN
work_htfht4hrybdz3jty5t7367hreu	238	43	owned	own	VBN
work_htfht4hrybdz3jty5t7367hreu	238	44	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	238	45	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	238	46	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	238	47	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	238	48	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	238	49	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	238	50	,	,	,
work_htfht4hrybdz3jty5t7367hreu	238	51	October	October	NNP
work_htfht4hrybdz3jty5t7367hreu	238	52	8	8	CD
work_htfht4hrybdz3jty5t7367hreu	238	53	,	,	,
work_htfht4hrybdz3jty5t7367hreu	238	54	2018	2018	CD
work_htfht4hrybdz3jty5t7367hreu	238	55	Ccd	ccd	NN
work_htfht4hrybdz3jty5t7367hreu	238	56	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	238	57	l]u	l]u	NNP
work_htfht4hrybdz3jty5t7367hreu	238	58	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	238	59	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	238	60	∑	∑	XX
work_htfht4hrybdz3jty5t7367hreu	238	61	w	w	NN
work_htfht4hrybdz3jty5t7367hreu	238	62	C	C	NNP
work_htfht4hrybdz3jty5t7367hreu	238	63	cd	cd	NNP
work_htfht4hrybdz3jty5t7367hreu	238	64	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	238	65	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	238	66	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	238	67	uw	uw	NN
work_htfht4hrybdz3jty5t7367hreu	238	68	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	238	69	T	t	NN
work_htfht4hrybdz3jty5t7367hreu	238	70	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	238	71	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	238	72	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	238	73	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	238	74	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	238	75	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	238	76	=	=	NN
work_htfht4hrybdz3jty5t7367hreu	238	77	∑	∑	XX
work_htfht4hrybdz3jty5t7367hreu	238	78	w	w	NN
work_htfht4hrybdz3jty5t7367hreu	238	79	T	T	NNP
work_htfht4hrybdz3jty5t7367hreu	238	80	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	238	81	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	238	82	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	238	83	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	238	84	uw	uw	NN
work_htfht4hrybdz3jty5t7367hreu	238	85	.	.	.
work_htfht4hrybdz3jty5t7367hreu	239	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	239	2	recursion	recursion	NN
work_htfht4hrybdz3jty5t7367hreu	239	3	ends	end	VBZ
work_htfht4hrybdz3jty5t7367hreu	239	4	when	when	WRB
work_htfht4hrybdz3jty5t7367hreu	239	5	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	239	6	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	239	7	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	239	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	239	9	that	that	DT
work_htfht4hrybdz3jty5t7367hreu	239	10	is	is	RB
work_htfht4hrybdz3jty5t7367hreu	239	11	p(w|Λcd	p(w|Λcd	.
work_htfht4hrybdz3jty5t7367hreu	239	12	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	239	13	l]1	l]1	VBP
work_htfht4hrybdz3jty5t7367hreu	239	14	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	239	15	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	239	16	Ccd	ccd	NN
work_htfht4hrybdz3jty5t7367hreu	239	17	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	239	18	l]1w	l]1w	XX
work_htfht4hrybdz3jty5t7367hreu	239	19	−	−	NNP
work_htfht4hrybdz3jty5t7367hreu	239	20	a0	a0	VBD
work_htfht4hrybdz3jty5t7367hreu	239	21	T	t	NN
work_htfht4hrybdz3jty5t7367hreu	239	22	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	239	23	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	239	24	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	239	25	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	239	26	1w	1w	CD
work_htfht4hrybdz3jty5t7367hreu	239	27	Ccd	ccd	NN
work_htfht4hrybdz3jty5t7367hreu	239	28	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	239	29	l]1	l]1	IN
work_htfht4hrybdz3jty5t7367hreu	239	30	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	239	31	+	+	CC
work_htfht4hrybdz3jty5t7367hreu	239	32	b0	b0	RB
work_htfht4hrybdz3jty5t7367hreu	239	33	+	+	SYM
work_htfht4hrybdz3jty5t7367hreu	239	34	a0	a0	NN
work_htfht4hrybdz3jty5t7367hreu	239	35	T	t	NN
work_htfht4hrybdz3jty5t7367hreu	239	36	cd	cd	NN
work_htfht4hrybdz3jty5t7367hreu	239	37	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	239	38	l	l	NN
work_htfht4hrybdz3jty5t7367hreu	239	39	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	239	40	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	239	41	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	239	42	+	+	CC
work_htfht4hrybdz3jty5t7367hreu	239	43	b0	b0	IN
work_htfht4hrybdz3jty5t7367hreu	239	44	Ccd	ccd	NN
work_htfht4hrybdz3jty5t7367hreu	239	45	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	239	46	l]1	l]1	IN
work_htfht4hrybdz3jty5t7367hreu	239	47	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	239	48	+	+	CC
work_htfht4hrybdz3jty5t7367hreu	239	49	b0	b0	IN
work_htfht4hrybdz3jty5t7367hreu	239	50	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	239	51	V	v	NN
work_htfht4hrybdz3jty5t7367hreu	239	52	.	.	.
work_htfht4hrybdz3jty5t7367hreu	240	1	If	if	IN
work_htfht4hrybdz3jty5t7367hreu	240	2	wd	wd	NNP
work_htfht4hrybdz3jty5t7367hreu	240	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	240	4	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	240	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	240	6	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	240	7	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	240	8	not	not	RB
work_htfht4hrybdz3jty5t7367hreu	240	9	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	240	10	first	first	JJ
work_htfht4hrybdz3jty5t7367hreu	240	11	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	240	12	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	240	13	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	240	14	multi	multi	JJ
work_htfht4hrybdz3jty5t7367hreu	240	15	-	-	JJ
work_htfht4hrybdz3jty5t7367hreu	240	16	term	term	JJ
work_htfht4hrybdz3jty5t7367hreu	240	17	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	240	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	240	19	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	240	20	just	just	RB
work_htfht4hrybdz3jty5t7367hreu	240	21	take	take	VBP
work_htfht4hrybdz3jty5t7367hreu	240	22	zd	zd	RP
work_htfht4hrybdz3jty5t7367hreu	240	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	240	24	n	n	NNP
work_htfht4hrybdz3jty5t7367hreu	240	25	,	,	,
work_htfht4hrybdz3jty5t7367hreu	240	26	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	240	27	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	240	28	zd	zd	NNP
work_htfht4hrybdz3jty5t7367hreu	240	29	,	,	,
work_htfht4hrybdz3jty5t7367hreu	240	30	n	n	NNP
work_htfht4hrybdz3jty5t7367hreu	240	31	,	,	,
work_htfht4hrybdz3jty5t7367hreu	240	32	u−1	u−1	NNP
work_htfht4hrybdz3jty5t7367hreu	240	33	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	240	34	do	do	VBP
work_htfht4hrybdz3jty5t7367hreu	240	35	not	not	RB
work_htfht4hrybdz3jty5t7367hreu	240	36	sample	sample	VB
work_htfht4hrybdz3jty5t7367hreu	240	37	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	240	38	new	new	JJ
work_htfht4hrybdz3jty5t7367hreu	240	39	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	240	40	.	.	.
work_htfht4hrybdz3jty5t7367hreu	241	1	3.2.2	3.2.2	CD
work_htfht4hrybdz3jty5t7367hreu	241	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	242	1	Path	path	NN
work_htfht4hrybdz3jty5t7367hreu	242	2	Sampling	sampling	NN
work_htfht4hrybdz3jty5t7367hreu	242	3	Given	give	VBN
work_htfht4hrybdz3jty5t7367hreu	242	4	paths	path	NNS
work_htfht4hrybdz3jty5t7367hreu	242	5	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	242	6	other	other	JJ
work_htfht4hrybdz3jty5t7367hreu	242	7	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	242	8	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	242	9	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	242	10	allocations	allocation	NNS
work_htfht4hrybdz3jty5t7367hreu	242	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	242	12	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	242	13	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	242	14	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	242	15	sample	sample	VB
work_htfht4hrybdz3jty5t7367hreu	242	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	242	17	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	242	18	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	242	19	tweet	tweet	NNP
work_htfht4hrybdz3jty5t7367hreu	242	20	d.	d.	NNP
work_htfht4hrybdz3jty5t7367hreu	242	21	By	by	IN
work_htfht4hrybdz3jty5t7367hreu	242	22	applying	apply	VBG
work_htfht4hrybdz3jty5t7367hreu	242	23	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	242	24	Bayes	Bayes	NNP
work_htfht4hrybdz3jty5t7367hreu	242	25	’	’	POS
work_htfht4hrybdz3jty5t7367hreu	242	26	rule	rule	NN
work_htfht4hrybdz3jty5t7367hreu	242	27	,	,	,
work_htfht4hrybdz3jty5t7367hreu	242	28	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	242	29	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	242	30	p(cd|c−d	p(cd|c−d	NN
work_htfht4hrybdz3jty5t7367hreu	242	31	,	,	,
work_htfht4hrybdz3jty5t7367hreu	242	32	z	z	NNP
work_htfht4hrybdz3jty5t7367hreu	242	33	,	,	,
work_htfht4hrybdz3jty5t7367hreu	242	34	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	242	35	,	,	,
work_htfht4hrybdz3jty5t7367hreu	242	36	λ	λ	NNP
work_htfht4hrybdz3jty5t7367hreu	242	37	,	,	,
work_htfht4hrybdz3jty5t7367hreu	242	38	γ	γ	NNP
work_htfht4hrybdz3jty5t7367hreu	242	39	,	,	,
work_htfht4hrybdz3jty5t7367hreu	242	40	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	242	41	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	242	42	∝	∝	CD
work_htfht4hrybdz3jty5t7367hreu	242	43	p(cd|c−d	p(cd|c−d	NN
work_htfht4hrybdz3jty5t7367hreu	242	44	,	,	,
work_htfht4hrybdz3jty5t7367hreu	242	45	λ	λ	NNP
work_htfht4hrybdz3jty5t7367hreu	242	46	,	,	,
work_htfht4hrybdz3jty5t7367hreu	242	47	γ	γ	NNP
work_htfht4hrybdz3jty5t7367hreu	242	48	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	242	49	×	×	NNP
work_htfht4hrybdz3jty5t7367hreu	242	50	p(wd|c	p(wd|c	NNP
work_htfht4hrybdz3jty5t7367hreu	242	51	,	,	,
work_htfht4hrybdz3jty5t7367hreu	242	52	z	z	NNP
work_htfht4hrybdz3jty5t7367hreu	242	53	,	,	,
work_htfht4hrybdz3jty5t7367hreu	242	54	w−d	w−d	NNP
work_htfht4hrybdz3jty5t7367hreu	242	55	,	,	,
work_htfht4hrybdz3jty5t7367hreu	242	56	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	242	57	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	242	58	.	.	.
work_htfht4hrybdz3jty5t7367hreu	243	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	243	2	2	2	LS
work_htfht4hrybdz3jty5t7367hreu	243	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	243	4	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	243	5	first	first	JJ
work_htfht4hrybdz3jty5t7367hreu	243	6	term	term	NN
work_htfht4hrybdz3jty5t7367hreu	243	7	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	243	8	Eq	Eq	NNP
work_htfht4hrybdz3jty5t7367hreu	243	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	244	1	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	244	2	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	244	3	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	244	4	prior	prior	NN
work_htfht4hrybdz3jty5t7367hreu	244	5	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	244	6	paths	path	NNS
work_htfht4hrybdz3jty5t7367hreu	244	7	.	.	.
work_htfht4hrybdz3jty5t7367hreu	245	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	245	2	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	245	3	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	245	4	com-	com-	RB
work_htfht4hrybdz3jty5t7367hreu	245	5	puted	put	VBN
work_htfht4hrybdz3jty5t7367hreu	245	6	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	245	7	first	first	RB
work_htfht4hrybdz3jty5t7367hreu	245	8	calculating	calculate	VBG
work_htfht4hrybdz3jty5t7367hreu	245	9	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	245	10	Bernoulli	Bernoulli	NNP
work_htfht4hrybdz3jty5t7367hreu	245	11	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	245	12	then	then	RB
work_htfht4hrybdz3jty5t7367hreu	245	13	calculat-	calculat-	VBD
work_htfht4hrybdz3jty5t7367hreu	245	14	ing	e	VBG
work_htfht4hrybdz3jty5t7367hreu	245	15	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	245	16	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	245	17	’s	’s	POS
work_htfht4hrybdz3jty5t7367hreu	245	18	seating	seat	VBG
work_htfht4hrybdz3jty5t7367hreu	245	19	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	245	20	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	245	21	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	245	22	corresponding	corresponding	JJ
work_htfht4hrybdz3jty5t7367hreu	245	23	restau-	restau-	JJ
work_htfht4hrybdz3jty5t7367hreu	245	24	rant	rant	NN
work_htfht4hrybdz3jty5t7367hreu	245	25	.	.	.
work_htfht4hrybdz3jty5t7367hreu	246	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	246	2	second	second	JJ
work_htfht4hrybdz3jty5t7367hreu	246	3	term	term	NN
work_htfht4hrybdz3jty5t7367hreu	246	4	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	246	5	Eq	Eq	NNP
work_htfht4hrybdz3jty5t7367hreu	246	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	247	1	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	247	2	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	247	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	247	4	probability	probability	NN
work_htfht4hrybdz3jty5t7367hreu	247	5	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	247	6	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	247	7	given	give	VBN
work_htfht4hrybdz3jty5t7367hreu	247	8	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	247	9	under	under	IN
work_htfht4hrybdz3jty5t7367hreu	247	10	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	247	11	possible	possible	JJ
work_htfht4hrybdz3jty5t7367hreu	247	12	seating	seating	NN
work_htfht4hrybdz3jty5t7367hreu	247	13	arrangement	arrangement	NN
work_htfht4hrybdz3jty5t7367hreu	247	14	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	247	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	247	16	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	247	17	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	247	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	248	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	248	2	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	248	3	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	248	4	decomposed	decompose	VBN
work_htfht4hrybdz3jty5t7367hreu	248	5	into	into	IN
work_htfht4hrybdz3jty5t7367hreu	248	6	probabilities	probability	NNS
work_htfht4hrybdz3jty5t7367hreu	248	7	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	248	8	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	248	9	/	/	SYM
work_htfht4hrybdz3jty5t7367hreu	248	10	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	248	11	occurred	occur	VBD
work_htfht4hrybdz3jty5t7367hreu	248	12	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	248	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	248	14	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	248	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	16	p(wd|c	p(wd|c	NNP
work_htfht4hrybdz3jty5t7367hreu	248	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	18	z	z	NNP
work_htfht4hrybdz3jty5t7367hreu	248	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	20	w−d	w−d	NNP
work_htfht4hrybdz3jty5t7367hreu	248	21	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	22	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	248	23	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	248	24	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	248	25	p(wd,1|c	p(wd,1|c	NNS
work_htfht4hrybdz3jty5t7367hreu	248	26	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	27	z	z	NNP
work_htfht4hrybdz3jty5t7367hreu	248	28	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	29	w−d	w−d	NNP
work_htfht4hrybdz3jty5t7367hreu	248	30	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	31	G0)×	g0)×	ADD
work_htfht4hrybdz3jty5t7367hreu	248	32	p(wd,2|c	p(wd,2|c	NNP
work_htfht4hrybdz3jty5t7367hreu	248	33	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	34	z	z	NNP
work_htfht4hrybdz3jty5t7367hreu	248	35	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	36	w−d	w−d	NNP
work_htfht4hrybdz3jty5t7367hreu	248	37	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	38	wd,1	wd,1	ADD
work_htfht4hrybdz3jty5t7367hreu	248	39	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	40	G0)×	g0)×	ADD
work_htfht4hrybdz3jty5t7367hreu	248	41	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	248	42	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	248	43	·	·	NFP
work_htfht4hrybdz3jty5t7367hreu	248	44	p(wd	p(wd	JJ
work_htfht4hrybdz3jty5t7367hreu	248	45	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	46	Nd	Nd	NNP
work_htfht4hrybdz3jty5t7367hreu	248	47	|c	|c	NNP
work_htfht4hrybdz3jty5t7367hreu	248	48	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	49	z	z	NNP
work_htfht4hrybdz3jty5t7367hreu	248	50	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	51	w−d	w−d	NNP
work_htfht4hrybdz3jty5t7367hreu	248	52	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	53	wd,1	wd,1	ADD
work_htfht4hrybdz3jty5t7367hreu	248	54	,	,	,
work_htfht4hrybdz3jty5t7367hreu	248	55	.	.	.
work_htfht4hrybdz3jty5t7367hreu	249	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	250	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	251	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	251	2	wd	wd	NNP
work_htfht4hrybdz3jty5t7367hreu	251	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	251	4	Nd−1	Nd−1	NNP
work_htfht4hrybdz3jty5t7367hreu	251	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	251	6	G0	g0	NN
work_htfht4hrybdz3jty5t7367hreu	251	7	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	251	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	252	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	252	2	3	3	LS
work_htfht4hrybdz3jty5t7367hreu	252	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	252	4	Each	each	DT
work_htfht4hrybdz3jty5t7367hreu	252	5	term	term	NN
work_htfht4hrybdz3jty5t7367hreu	252	6	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	252	7	Eq	Eq	NNP
work_htfht4hrybdz3jty5t7367hreu	252	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	253	1	3	3	CD
work_htfht4hrybdz3jty5t7367hreu	253	2	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	253	3	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	253	4	posterior	posterior	JJ
work_htfht4hrybdz3jty5t7367hreu	253	5	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	253	6	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	253	7	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	253	8	wd	wd	UH
work_htfht4hrybdz3jty5t7367hreu	253	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	253	10	n	n	IN
work_htfht4hrybdz3jty5t7367hreu	253	11	conditioned	condition	VBN
work_htfht4hrybdz3jty5t7367hreu	253	12	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	253	13	other	other	JJ
work_htfht4hrybdz3jty5t7367hreu	253	14	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	253	15	allocated	allocate	VBN
work_htfht4hrybdz3jty5t7367hreu	253	16	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	253	17	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	253	18	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	253	19	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	253	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	254	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	254	2	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	254	3	follows	follow	VBZ
work_htfht4hrybdz3jty5t7367hreu	254	4	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	254	5	HPYP	hpyp	NN
work_htfht4hrybdz3jty5t7367hreu	254	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	254	7	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	254	8	thus	thus	RB
work_htfht4hrybdz3jty5t7367hreu	254	9	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	254	10	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	254	11	sampled	sample	VBN
work_htfht4hrybdz3jty5t7367hreu	254	12	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	254	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	254	14	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	254	15	way	way	NN
work_htfht4hrybdz3jty5t7367hreu	254	16	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	254	17	described	describe	VBN
work_htfht4hrybdz3jty5t7367hreu	254	18	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	254	19	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	254	20	second	second	JJ
work_htfht4hrybdz3jty5t7367hreu	254	21	term	term	NN
work_htfht4hrybdz3jty5t7367hreu	254	22	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	254	23	Eq	Eq	NNP
work_htfht4hrybdz3jty5t7367hreu	254	24	.	.	.
work_htfht4hrybdz3jty5t7367hreu	255	1	1	1	LS
work_htfht4hrybdz3jty5t7367hreu	255	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	256	1	3.2.3	3.2.3	CD
work_htfht4hrybdz3jty5t7367hreu	256	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	257	1	Complete	Complete	NNP
work_htfht4hrybdz3jty5t7367hreu	257	2	Sampling	Sampling	NNP
work_htfht4hrybdz3jty5t7367hreu	257	3	Procedure	Procedure	NNP
work_htfht4hrybdz3jty5t7367hreu	257	4	Algorithm	Algorithm	NNP
work_htfht4hrybdz3jty5t7367hreu	257	5	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	257	6	Gibbs	gibb	NNS
work_htfht4hrybdz3jty5t7367hreu	257	7	sampling	sample	VBG
work_htfht4hrybdz3jty5t7367hreu	257	8	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	257	9	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	257	10	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	257	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	258	1	Initialize	initialize	VB
work_htfht4hrybdz3jty5t7367hreu	258	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	258	3	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	258	4	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	258	5	arbitrarily	arbitrarily	RB
work_htfht4hrybdz3jty5t7367hreu	258	6	assigning	assign	VBG
work_htfht4hrybdz3jty5t7367hreu	258	7	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	258	8	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	258	9	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	258	10	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	258	11	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	258	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	259	1	Randomly	randomly	RB
work_htfht4hrybdz3jty5t7367hreu	259	2	assign	assign	VB
work_htfht4hrybdz3jty5t7367hreu	259	3	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	259	4	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	259	5	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	259	6	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	259	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	259	8	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	259	9	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	259	10	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	259	11	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	259	12	/	/	SYM
work_htfht4hrybdz3jty5t7367hreu	259	13	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	259	14	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	259	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	259	16	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	259	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	260	1	Initialize	initialize	VB
work_htfht4hrybdz3jty5t7367hreu	260	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	260	3	HPYP	hpyp	JJ
work_htfht4hrybdz3jty5t7367hreu	260	4	configuration	configuration	NN
work_htfht4hrybdz3jty5t7367hreu	260	5	within	within	IN
work_htfht4hrybdz3jty5t7367hreu	260	6	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	260	7	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	260	8	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	260	9	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	260	10	associated	associate	VBN
work_htfht4hrybdz3jty5t7367hreu	260	11	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	260	12	/	/	SYM
work_htfht4hrybdz3jty5t7367hreu	260	13	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	260	14	.	.	.
work_htfht4hrybdz3jty5t7367hreu	261	1	2	2	LS
work_htfht4hrybdz3jty5t7367hreu	261	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	262	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	262	2	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	262	3	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	262	4	d	d	NN
work_htfht4hrybdz3jty5t7367hreu	262	5	∈	∈	JJ
work_htfht4hrybdz3jty5t7367hreu	262	6	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	262	7	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	262	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	262	9	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	262	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	262	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	263	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	264	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	265	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	265	2	D	D	NNP
work_htfht4hrybdz3jty5t7367hreu	265	3	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	265	4	:	:	:
work_htfht4hrybdz3jty5t7367hreu	265	5	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	265	6	a	a	LS
work_htfht4hrybdz3jty5t7367hreu	265	7	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	265	8	Sample	Sample	NNP
work_htfht4hrybdz3jty5t7367hreu	265	9	c(t+1)d	c(t+1)d	NNP
work_htfht4hrybdz3jty5t7367hreu	265	10	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	265	11	Eq	Eq	NNP
work_htfht4hrybdz3jty5t7367hreu	265	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	266	1	2	2	LS
work_htfht4hrybdz3jty5t7367hreu	266	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	267	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	267	2	b	b	LS
work_htfht4hrybdz3jty5t7367hreu	267	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	267	4	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	267	5	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	267	6	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	267	7	n	n	NNP
work_htfht4hrybdz3jty5t7367hreu	267	8	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	267	9	tweet	tweet	NNP
work_htfht4hrybdz3jty5t7367hreu	267	10	d	d	NNP
work_htfht4hrybdz3jty5t7367hreu	267	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	267	12	n	n	CC
work_htfht4hrybdz3jty5t7367hreu	267	13	∈	∈	JJ
work_htfht4hrybdz3jty5t7367hreu	267	14	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	267	15	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	267	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	267	17	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	267	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	267	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	268	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	269	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	270	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	270	2	Nd	Nd	NNP
work_htfht4hrybdz3jty5t7367hreu	270	3	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	270	4	:	:	:
work_htfht4hrybdz3jty5t7367hreu	270	5	i.	i.	NNP
work_htfht4hrybdz3jty5t7367hreu	271	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	271	2	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	271	3	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	271	4	u	u	NN
work_htfht4hrybdz3jty5t7367hreu	271	5	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	271	6	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	271	7	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	271	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	271	9	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	271	10	∈	∈	NNP
work_htfht4hrybdz3jty5t7367hreu	271	11	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	271	12	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	271	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	271	14	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	271	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	271	16	.	.	.
work_htfht4hrybdz3jty5t7367hreu	272	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	273	1	.	.	.
work_htfht4hrybdz3jty5t7367hreu	274	1	,	,	,
work_htfht4hrybdz3jty5t7367hreu	274	2	Ud	Ud	NNP
work_htfht4hrybdz3jty5t7367hreu	274	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	274	4	n	n	JJ
work_htfht4hrybdz3jty5t7367hreu	274	5	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	274	6	:	:	:
work_htfht4hrybdz3jty5t7367hreu	274	7	A.	a.	NN
work_htfht4hrybdz3jty5t7367hreu	275	1	Sample	Sample	NNP
work_htfht4hrybdz3jty5t7367hreu	275	2	z(t+1)d	z(t+1)d	NNP
work_htfht4hrybdz3jty5t7367hreu	275	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	275	4	n	n	NNP
work_htfht4hrybdz3jty5t7367hreu	275	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	275	6	u	u	NNP
work_htfht4hrybdz3jty5t7367hreu	275	7	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	275	8	Eq	Eq	NNP
work_htfht4hrybdz3jty5t7367hreu	275	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	276	1	1	1	LS
work_htfht4hrybdz3jty5t7367hreu	276	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	277	1	3	3	LS
work_htfht4hrybdz3jty5t7367hreu	277	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	278	1	Repeat	repeat	NN
work_htfht4hrybdz3jty5t7367hreu	278	2	step	step	NN
work_htfht4hrybdz3jty5t7367hreu	278	3	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	278	4	until	until	IN
work_htfht4hrybdz3jty5t7367hreu	278	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	278	6	global	global	JJ
work_htfht4hrybdz3jty5t7367hreu	278	7	log	log	NN
work_htfht4hrybdz3jty5t7367hreu	278	8	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	278	9	likelihood	likelihood	NN
work_htfht4hrybdz3jty5t7367hreu	278	10	converges	converge	NNS
work_htfht4hrybdz3jty5t7367hreu	278	11	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	278	12	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	278	13	fixed	fix	VBN
work_htfht4hrybdz3jty5t7367hreu	278	14	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	278	15	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	278	16	iterations	iteration	NNS
work_htfht4hrybdz3jty5t7367hreu	278	17	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	278	18	reached	reach	VBN
work_htfht4hrybdz3jty5t7367hreu	278	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	279	1	4	4	LS
work_htfht4hrybdz3jty5t7367hreu	279	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	280	1	Output	output	VB
work_htfht4hrybdz3jty5t7367hreu	280	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	280	3	final	final	JJ
work_htfht4hrybdz3jty5t7367hreu	280	4	sample	sample	NN
work_htfht4hrybdz3jty5t7367hreu	280	5	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	280	6	c	c	NNP
work_htfht4hrybdz3jty5t7367hreu	280	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	280	8	z	z	NNP
work_htfht4hrybdz3jty5t7367hreu	280	9	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	280	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	281	1	Given	give	VBN
work_htfht4hrybdz3jty5t7367hreu	281	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	281	3	conditional	conditional	JJ
work_htfht4hrybdz3jty5t7367hreu	281	4	distributions	distribution	NNS
work_htfht4hrybdz3jty5t7367hreu	281	5	defined	define	VBN
work_htfht4hrybdz3jty5t7367hreu	281	6	above	above	RB
work_htfht4hrybdz3jty5t7367hreu	281	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	281	8	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	281	9	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	281	10	able	able	JJ
work_htfht4hrybdz3jty5t7367hreu	281	11	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	281	12	perform	perform	VB
work_htfht4hrybdz3jty5t7367hreu	281	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	281	14	full	full	JJ
work_htfht4hrybdz3jty5t7367hreu	281	15	Gibbs	Gibbs	NNPS
work_htfht4hrybdz3jty5t7367hreu	281	16	sampling	sampling	NN
work_htfht4hrybdz3jty5t7367hreu	281	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	282	1	Let	let	VB
work_htfht4hrybdz3jty5t7367hreu	282	2	{	{	-LRB-
work_htfht4hrybdz3jty5t7367hreu	282	3	c(t	c(t	NN
work_htfht4hrybdz3jty5t7367hreu	282	4	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	282	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	282	6	z(t	z(t	NNP
work_htfht4hrybdz3jty5t7367hreu	282	7	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	282	8	}	}	-RRB-
work_htfht4hrybdz3jty5t7367hreu	282	9	denote	denote	VB
work_htfht4hrybdz3jty5t7367hreu	282	10	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	282	11	current	current	JJ
work_htfht4hrybdz3jty5t7367hreu	282	12	state	state	NN
work_htfht4hrybdz3jty5t7367hreu	282	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	282	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	282	15	sampling	sampling	NN
work_htfht4hrybdz3jty5t7367hreu	282	16	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	282	17	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	282	18	described	describe	VBN
work_htfht4hrybdz3jty5t7367hreu	282	19	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	282	20	Algo-	Algo-	NNP
work_htfht4hrybdz3jty5t7367hreu	282	21	rithm	rithm	NNP
work_htfht4hrybdz3jty5t7367hreu	282	22	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	282	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	283	1	4	4	LS
work_htfht4hrybdz3jty5t7367hreu	283	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	284	1	Experiments	experiment	NNS
work_htfht4hrybdz3jty5t7367hreu	284	2	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	284	3	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	284	4	section	section	NN
work_htfht4hrybdz3jty5t7367hreu	284	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	284	6	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	284	7	first	first	RB
work_htfht4hrybdz3jty5t7367hreu	284	8	describe	describe	VBP
work_htfht4hrybdz3jty5t7367hreu	284	9	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	284	10	datasets	dataset	NNS
work_htfht4hrybdz3jty5t7367hreu	284	11	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	284	12	baselines	baseline	NNS
work_htfht4hrybdz3jty5t7367hreu	284	13	used	use	VBN
work_htfht4hrybdz3jty5t7367hreu	284	14	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	284	15	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	284	16	experiments	experiment	NNS
work_htfht4hrybdz3jty5t7367hreu	284	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	285	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	285	2	then	then	RB
work_htfht4hrybdz3jty5t7367hreu	285	3	evaluate	evaluate	VBP
work_htfht4hrybdz3jty5t7367hreu	285	4	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	285	5	against	against	IN
work_htfht4hrybdz3jty5t7367hreu	285	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	285	7	baselines	baseline	NNS
work_htfht4hrybdz3jty5t7367hreu	285	8	quantitatively	quantitatively	RB
work_htfht4hrybdz3jty5t7367hreu	285	9	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	285	10	qualitatively	qualitatively	RB
work_htfht4hrybdz3jty5t7367hreu	285	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	286	1	4.1	4.1	CD
work_htfht4hrybdz3jty5t7367hreu	286	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	287	1	Experimental	experimental	JJ
work_htfht4hrybdz3jty5t7367hreu	287	2	Setup	setup	NN
work_htfht4hrybdz3jty5t7367hreu	287	3	Algorithm	Algorithm	NNP
work_htfht4hrybdz3jty5t7367hreu	287	4	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	287	5	Opinion	Opinion	NNP
work_htfht4hrybdz3jty5t7367hreu	287	6	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	287	7	retrieval	retrieval	NN
work_htfht4hrybdz3jty5t7367hreu	287	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	288	1	1	1	LS
work_htfht4hrybdz3jty5t7367hreu	288	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	289	1	Define	define	VB
work_htfht4hrybdz3jty5t7367hreu	289	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	289	3	seed	seed	NN
work_htfht4hrybdz3jty5t7367hreu	289	4	patterns	pattern	NNS
work_htfht4hrybdz3jty5t7367hreu	289	5	“	"	``
work_htfht4hrybdz3jty5t7367hreu	289	6	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	289	7	brexit|leaving	brexit|leave	VBG
work_htfht4hrybdz3jty5t7367hreu	289	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	289	9	EU|staying	eu|staying	NN
work_htfht4hrybdz3jty5t7367hreu	289	10	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	289	11	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	289	12	EU]+	EU]+	NNP
work_htfht4hrybdz3jty5t7367hreu	289	13	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	289	14	would|can|might|won’t|can’t	would|can|might|won’t|can’t	NN
work_htfht4hrybdz3jty5t7367hreu	289	15	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	289	16	”	"	''
work_htfht4hrybdz3jty5t7367hreu	289	17	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	289	18	Dataset	Dataset	NNP
work_htfht4hrybdz3jty5t7367hreu	289	19	I	I	NNP
work_htfht4hrybdz3jty5t7367hreu	289	20	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	289	21	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	289	22	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	289	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	289	24	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	289	25	“	"	``
work_htfht4hrybdz3jty5t7367hreu	289	26	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	289	27	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	289	28	|Hillary|Donald	|hillary|donald	NN
work_htfht4hrybdz3jty5t7367hreu	289	29	Trump|Hillary	trump|hillary	NN
work_htfht4hrybdz3jty5t7367hreu	289	30	Clinton]+[would|can|might|won’t|can’t	clinton]+[would|can|might|won’t|can’t	NN
work_htfht4hrybdz3jty5t7367hreu	289	31	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	289	32	”	"	''
work_htfht4hrybdz3jty5t7367hreu	289	33	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	289	34	Dataset	Dataset	NNP
work_htfht4hrybdz3jty5t7367hreu	289	35	II	II	NNP
work_htfht4hrybdz3jty5t7367hreu	289	36	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	289	37	US	US	NNP
work_htfht4hrybdz3jty5t7367hreu	289	38	General	General	NNP
work_htfht4hrybdz3jty5t7367hreu	289	39	Election	Election	NNP
work_htfht4hrybdz3jty5t7367hreu	289	40	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	289	41	.	.	.
work_htfht4hrybdz3jty5t7367hreu	290	1	These	these	DT
work_htfht4hrybdz3jty5t7367hreu	290	2	seed	seed	NN
work_htfht4hrybdz3jty5t7367hreu	290	3	patterns	pattern	NNS
work_htfht4hrybdz3jty5t7367hreu	290	4	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	290	5	used	use	VBN
work_htfht4hrybdz3jty5t7367hreu	290	6	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	290	7	retriev-	retriev-	JJ
work_htfht4hrybdz3jty5t7367hreu	290	8	ing	ing	NN
work_htfht4hrybdz3jty5t7367hreu	290	9	seed	seed	NN
work_htfht4hrybdz3jty5t7367hreu	290	10	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	290	11	such	such	JJ
work_htfht4hrybdz3jty5t7367hreu	290	12	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	290	13	“	"	``
work_htfht4hrybdz3jty5t7367hreu	290	14	Top	top	JJ
work_htfht4hrybdz3jty5t7367hreu	290	15	economic	economic	JJ
work_htfht4hrybdz3jty5t7367hreu	290	16	think	think	NN
work_htfht4hrybdz3jty5t7367hreu	290	17	tanks	tank	NNS
work_htfht4hrybdz3jty5t7367hreu	290	18	agree	agree	VBP
work_htfht4hrybdz3jty5t7367hreu	290	19	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	290	20	brexit	brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	290	21	would	would	MD
work_htfht4hrybdz3jty5t7367hreu	290	22	harm	harm	VB
work_htfht4hrybdz3jty5t7367hreu	290	23	economy	economy	NN
work_htfht4hrybdz3jty5t7367hreu	290	24	.	.	.
work_htfht4hrybdz3jty5t7367hreu	291	1	Vote	Vote	NNP
work_htfht4hrybdz3jty5t7367hreu	291	2	Remain	Remain	NNP
work_htfht4hrybdz3jty5t7367hreu	291	3	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	291	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	291	5	EU	EU	NNP
work_htfht4hrybdz3jty5t7367hreu	291	6	”	"	''
work_htfht4hrybdz3jty5t7367hreu	291	7	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	291	8	“	"	``
work_htfht4hrybdz3jty5t7367hreu	291	9	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	291	10	would	would	MD
work_htfht4hrybdz3jty5t7367hreu	291	11	start	start	VB
work_htfht4hrybdz3jty5t7367hreu	291	12	WW3	WW3	NNP
work_htfht4hrybdz3jty5t7367hreu	291	13	!	!	.
work_htfht4hrybdz3jty5t7367hreu	292	1	There	there	EX
work_htfht4hrybdz3jty5t7367hreu	292	2	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	292	3	no	no	DT
work_htfht4hrybdz3jty5t7367hreu	292	4	one	one	NN
work_htfht4hrybdz3jty5t7367hreu	292	5	he	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	292	6	has	have	VBZ
work_htfht4hrybdz3jty5t7367hreu	292	7	n’t	not	RB
work_htfht4hrybdz3jty5t7367hreu	292	8	of-	of-	RB
work_htfht4hrybdz3jty5t7367hreu	292	9	fended	fended	JJ
work_htfht4hrybdz3jty5t7367hreu	292	10	”	"	''
work_htfht4hrybdz3jty5t7367hreu	292	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	293	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	293	2	denote	denote	VBP
work_htfht4hrybdz3jty5t7367hreu	293	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	293	4	set	set	NN
work_htfht4hrybdz3jty5t7367hreu	293	5	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	293	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	293	7	seed	seed	NN
work_htfht4hrybdz3jty5t7367hreu	293	8	patterns	pattern	NNS
work_htfht4hrybdz3jty5t7367hreu	293	9	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	293	10	P	p	NN
work_htfht4hrybdz3jty5t7367hreu	293	11	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	293	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	293	13	set	set	NN
work_htfht4hrybdz3jty5t7367hreu	293	14	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	293	15	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	293	16	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	293	17	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	293	18	T	T	NNP
work_htfht4hrybdz3jty5t7367hreu	293	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	294	1	2	2	LS
work_htfht4hrybdz3jty5t7367hreu	294	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	295	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	295	2	a	a	LS
work_htfht4hrybdz3jty5t7367hreu	295	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	295	4	Perform	perform	VB
work_htfht4hrybdz3jty5t7367hreu	295	5	Part	part	NN
work_htfht4hrybdz3jty5t7367hreu	295	6	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	295	7	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	295	8	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	295	9	Speech	speech	NN
work_htfht4hrybdz3jty5t7367hreu	295	10	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	295	11	POS	POS	NNP
work_htfht4hrybdz3jty5t7367hreu	295	12	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	295	13	tagging	tag	VBG
work_htfht4hrybdz3jty5t7367hreu	295	14	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	295	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	295	16	seed	seed	NN
work_htfht4hrybdz3jty5t7367hreu	295	17	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	295	18	T	T	NNP
work_htfht4hrybdz3jty5t7367hreu	295	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	296	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	296	2	b	b	LS
work_htfht4hrybdz3jty5t7367hreu	296	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	296	4	Extract	extract	VB
work_htfht4hrybdz3jty5t7367hreu	296	5	keywords	keyword	NNS
work_htfht4hrybdz3jty5t7367hreu	296	6	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	296	7	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	296	8	tagged	tag	VBN
work_htfht4hrybdz3jty5t7367hreu	296	9	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	296	10	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	296	11	latter	latter	JJ
work_htfht4hrybdz3jty5t7367hreu	296	12	noun	noun	NN
work_htfht4hrybdz3jty5t7367hreu	296	13	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	296	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	296	15	POS	POS	NNP
work_htfht4hrybdz3jty5t7367hreu	296	16	tag	tag	NN
work_htfht4hrybdz3jty5t7367hreu	296	17	pattern	pattern	NN
work_htfht4hrybdz3jty5t7367hreu	296	18	“	"	``
work_htfht4hrybdz3jty5t7367hreu	296	19	NN+MD+VB+NN	NN+MD+VB+NN	NNP
work_htfht4hrybdz3jty5t7367hreu	296	20	”	"	''
work_htfht4hrybdz3jty5t7367hreu	296	21	.	.	.
work_htfht4hrybdz3jty5t7367hreu	297	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	297	2	c	c	NN
work_htfht4hrybdz3jty5t7367hreu	297	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	297	4	Enlarge	enlarge	VB
work_htfht4hrybdz3jty5t7367hreu	297	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	297	6	seed	seed	NN
work_htfht4hrybdz3jty5t7367hreu	297	7	pattern	pattern	NN
work_htfht4hrybdz3jty5t7367hreu	297	8	set	set	VBN
work_htfht4hrybdz3jty5t7367hreu	297	9	P	p	NN
work_htfht4hrybdz3jty5t7367hreu	297	10	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	297	11	adding	add	VBG
work_htfht4hrybdz3jty5t7367hreu	297	12	new	new	JJ
work_htfht4hrybdz3jty5t7367hreu	297	13	rules	rule	NNS
work_htfht4hrybdz3jty5t7367hreu	297	14	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	297	15	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	297	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	297	17	newly	newly	RB
work_htfht4hrybdz3jty5t7367hreu	297	18	extracted	extract	VBN
work_htfht4hrybdz3jty5t7367hreu	297	19	keywords	keyword	NNS
work_htfht4hrybdz3jty5t7367hreu	297	20	such	such	JJ
work_htfht4hrybdz3jty5t7367hreu	297	21	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	297	22	“	"	``
work_htfht4hrybdz3jty5t7367hreu	297	23	keyword+[would|can|might|won’t|can’t	keyword+[would|can|might|won’t|can’t	NNP
work_htfht4hrybdz3jty5t7367hreu	297	24	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	297	25	”	"	''
work_htfht4hrybdz3jty5t7367hreu	297	26	.	.	.
work_htfht4hrybdz3jty5t7367hreu	298	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	298	2	d	d	LS
work_htfht4hrybdz3jty5t7367hreu	298	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	298	4	Retrieve	retrieve	NN
work_htfht4hrybdz3jty5t7367hreu	298	5	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	298	6	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	298	7	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	298	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	298	9	enlarged	enlarged	JJ
work_htfht4hrybdz3jty5t7367hreu	298	10	seed	seed	NN
work_htfht4hrybdz3jty5t7367hreu	298	11	pattern	pattern	NN
work_htfht4hrybdz3jty5t7367hreu	298	12	set	set	VBN
work_htfht4hrybdz3jty5t7367hreu	298	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	299	1	Add	add	VB
work_htfht4hrybdz3jty5t7367hreu	299	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	299	3	retrieved	retrieved	JJ
work_htfht4hrybdz3jty5t7367hreu	299	4	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	299	5	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	299	6	T	T	NNP
work_htfht4hrybdz3jty5t7367hreu	299	7	.	.	.
work_htfht4hrybdz3jty5t7367hreu	300	1	3	3	LS
work_htfht4hrybdz3jty5t7367hreu	300	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	301	1	Repeat	repeat	NN
work_htfht4hrybdz3jty5t7367hreu	301	2	step	step	NN
work_htfht4hrybdz3jty5t7367hreu	301	3	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	301	4	until	until	IN
work_htfht4hrybdz3jty5t7367hreu	301	5	no	no	DT
work_htfht4hrybdz3jty5t7367hreu	301	6	more	more	JJR
work_htfht4hrybdz3jty5t7367hreu	301	7	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	301	8	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	301	9	found	find	VBN
work_htfht4hrybdz3jty5t7367hreu	301	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	302	1	To	to	TO
work_htfht4hrybdz3jty5t7367hreu	302	2	evaluate	evaluate	VB
work_htfht4hrybdz3jty5t7367hreu	302	3	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	302	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	302	5	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	302	6	datasets	dataset	NNS
work_htfht4hrybdz3jty5t7367hreu	302	7	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	302	8	constructed	construct	VBN
work_htfht4hrybdz3jty5t7367hreu	302	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	303	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	303	2	devel-	devel-	VBP
work_htfht4hrybdz3jty5t7367hreu	303	3	oped	ope	VBD
work_htfht4hrybdz3jty5t7367hreu	303	4	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	303	5	crawler3	crawler3	NN
work_htfht4hrybdz3jty5t7367hreu	303	6	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	303	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	303	8	Twitter4j	twitter4j	JJ
work_htfht4hrybdz3jty5t7367hreu	303	9	toolkit	toolkit	NNS
work_htfht4hrybdz3jty5t7367hreu	303	10	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	303	11	Twitter	Twitter	NNP
work_htfht4hrybdz3jty5t7367hreu	303	12	Stream-	Stream-	NNP
work_htfht4hrybdz3jty5t7367hreu	303	13	ing	ing	NNP
work_htfht4hrybdz3jty5t7367hreu	303	14	API4	API4	NNP
work_htfht4hrybdz3jty5t7367hreu	303	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	304	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	304	2	crawler	crawler	NN
work_htfht4hrybdz3jty5t7367hreu	304	3	listens	listen	VBZ
work_htfht4hrybdz3jty5t7367hreu	304	4	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	304	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	304	6	global	global	JJ
work_htfht4hrybdz3jty5t7367hreu	304	7	timeline	timeline	NN
work_htfht4hrybdz3jty5t7367hreu	304	8	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	304	9	fil-	fil-	JJ
work_htfht4hrybdz3jty5t7367hreu	304	10	ters	ter	NNS
work_htfht4hrybdz3jty5t7367hreu	304	11	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	304	12	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	304	13	specific	specific	JJ
work_htfht4hrybdz3jty5t7367hreu	304	14	keywords	keyword	NNS
work_htfht4hrybdz3jty5t7367hreu	304	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	305	1	Dataset	Dataset	NNP
work_htfht4hrybdz3jty5t7367hreu	305	2	I	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	305	3	contains	contain	VBZ
work_htfht4hrybdz3jty5t7367hreu	305	4	515	515	CD
work_htfht4hrybdz3jty5t7367hreu	305	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	305	6	113	113	CD
work_htfht4hrybdz3jty5t7367hreu	305	7	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	305	8	crawled	crawl	VBD
work_htfht4hrybdz3jty5t7367hreu	305	9	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	305	10	hashtags	hashtag	NNS
work_htfht4hrybdz3jty5t7367hreu	305	11	such	such	JJ
work_htfht4hrybdz3jty5t7367hreu	305	12	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	305	13	#	#	NNP
work_htfht4hrybdz3jty5t7367hreu	305	14	EURef	EURef	NNP
work_htfht4hrybdz3jty5t7367hreu	305	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	305	16	#	#	$
work_htfht4hrybdz3jty5t7367hreu	305	17	EU	EU	NNP
work_htfht4hrybdz3jty5t7367hreu	305	18	refer-	refer-	JJ
work_htfht4hrybdz3jty5t7367hreu	305	19	endum	endum	NN
work_htfht4hrybdz3jty5t7367hreu	305	20	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	305	21	#	#	NNP
work_htfht4hrybdz3jty5t7367hreu	305	22	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	305	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	305	24	dated	date	VBN
work_htfht4hrybdz3jty5t7367hreu	305	25	14th-24th	14th-24th	NNP
work_htfht4hrybdz3jty5t7367hreu	305	26	June	June	NNP
work_htfht4hrybdz3jty5t7367hreu	305	27	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	305	28	.	.	.
work_htfht4hrybdz3jty5t7367hreu	306	1	Dataset	Dataset	NNP
work_htfht4hrybdz3jty5t7367hreu	306	2	II	II	NNP
work_htfht4hrybdz3jty5t7367hreu	306	3	contains	contain	VBZ
work_htfht4hrybdz3jty5t7367hreu	306	4	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	306	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	306	6	691	691	CD
work_htfht4hrybdz3jty5t7367hreu	306	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	306	8	294	294	CD
work_htfht4hrybdz3jty5t7367hreu	306	9	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	306	10	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	306	11	hashtags	hashtag	NNS
work_htfht4hrybdz3jty5t7367hreu	306	12	#	#	$
work_htfht4hrybdz3jty5t7367hreu	306	13	PresidentElection	PresidentElection	NNP
work_htfht4hrybdz3jty5t7367hreu	306	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	306	15	#	#	NNP
work_htfht4hrybdz3jty5t7367hreu	306	16	Election2016	Election2016	NNP
work_htfht4hrybdz3jty5t7367hreu	306	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	306	18	#	#	NNP
work_htfht4hrybdz3jty5t7367hreu	306	19	Hillary	Hillary	NNP
work_htfht4hrybdz3jty5t7367hreu	306	20	,	,	,
work_htfht4hrybdz3jty5t7367hreu	306	21	#	#	NNP
work_htfht4hrybdz3jty5t7367hreu	306	22	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	306	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	306	24	dated	date	VBN
work_htfht4hrybdz3jty5t7367hreu	306	25	1st-8th	1st-8th	NN
work_htfht4hrybdz3jty5t7367hreu	306	26	November	November	NNP
work_htfht4hrybdz3jty5t7367hreu	306	27	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	306	28	.	.	.
work_htfht4hrybdz3jty5t7367hreu	307	1	To	to	TO
work_htfht4hrybdz3jty5t7367hreu	307	2	ensure	ensure	VB
work_htfht4hrybdz3jty5t7367hreu	307	3	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	307	4	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	307	5	opinions	opinion	NNS
work_htfht4hrybdz3jty5t7367hreu	307	6	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	307	7	kept	keep	VBN
work_htfht4hrybdz3jty5t7367hreu	307	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	307	9	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	307	10	rule	rule	NN
work_htfht4hrybdz3jty5t7367hreu	307	11	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	307	12	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	307	13	method	method	NN
work_htfht4hrybdz3jty5t7367hreu	307	14	inspired	inspire	VBN
work_htfht4hrybdz3jty5t7367hreu	307	15	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	307	16	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	307	17	Handler	Handler	NNP
work_htfht4hrybdz3jty5t7367hreu	307	18	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	307	19	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	307	20	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	307	21	,	,	,
work_htfht4hrybdz3jty5t7367hreu	307	22	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	307	23	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	307	24	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	307	25	used	use	VBN
work_htfht4hrybdz3jty5t7367hreu	307	26	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	307	27	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	307	28	de-	de-	RB
work_htfht4hrybdz3jty5t7367hreu	307	29	scribed	scribe	VBN
work_htfht4hrybdz3jty5t7367hreu	307	30	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	307	31	Algorithm	Algorithm	NNP
work_htfht4hrybdz3jty5t7367hreu	307	32	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	307	33	.	.	.
work_htfht4hrybdz3jty5t7367hreu	308	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	308	2	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	308	3	runs	run	VBZ
work_htfht4hrybdz3jty5t7367hreu	308	4	iteratively	iteratively	RB
work_htfht4hrybdz3jty5t7367hreu	308	5	until	until	IN
work_htfht4hrybdz3jty5t7367hreu	308	6	no	no	DT
work_htfht4hrybdz3jty5t7367hreu	308	7	more	more	JJR
work_htfht4hrybdz3jty5t7367hreu	308	8	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	308	9	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	308	10	found	find	VBN
work_htfht4hrybdz3jty5t7367hreu	308	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	309	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	309	2	statistics	statistic	NNS
work_htfht4hrybdz3jty5t7367hreu	309	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	309	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	309	5	final	final	JJ
work_htfht4hrybdz3jty5t7367hreu	309	6	datasets	dataset	NNS
work_htfht4hrybdz3jty5t7367hreu	309	7	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	309	8	shown	show	VBN
work_htfht4hrybdz3jty5t7367hreu	309	9	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	309	10	Table	Table	NNP
work_htfht4hrybdz3jty5t7367hreu	309	11	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	309	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	310	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	310	2	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	310	3	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	310	4	noticed	notice	VBN
work_htfht4hrybdz3jty5t7367hreu	310	5	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	310	6	only	only	RB
work_htfht4hrybdz3jty5t7367hreu	310	7	13.33	13.33	CD
work_htfht4hrybdz3jty5t7367hreu	310	8	%	%	NN
work_htfht4hrybdz3jty5t7367hreu	310	9	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	310	10	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	310	11	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	310	12	kept	keep	VBN
work_htfht4hrybdz3jty5t7367hreu	310	13	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	310	14	Dataset	Dataset	NNP
work_htfht4hrybdz3jty5t7367hreu	310	15	I	I	NNP
work_htfht4hrybdz3jty5t7367hreu	310	16	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	310	17	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	310	18	Dataset	Dataset	NNP
work_htfht4hrybdz3jty5t7367hreu	310	19	II	II	NNP
work_htfht4hrybdz3jty5t7367hreu	310	20	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	310	21	proportion	proportion	NN
work_htfht4hrybdz3jty5t7367hreu	310	22	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	310	23	2.13	2.13	CD
work_htfht4hrybdz3jty5t7367hreu	310	24	%	%	NN
work_htfht4hrybdz3jty5t7367hreu	310	25	.	.	.
work_htfht4hrybdz3jty5t7367hreu	311	1	Each	each	DT
work_htfht4hrybdz3jty5t7367hreu	311	2	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	311	3	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	311	4	pre	pre	JJ
work_htfht4hrybdz3jty5t7367hreu	311	5	-	-	VBN
work_htfht4hrybdz3jty5t7367hreu	311	6	processed	process	VBN
work_htfht4hrybdz3jty5t7367hreu	311	7	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	311	8	removing	remove	VBG
work_htfht4hrybdz3jty5t7367hreu	311	9	common	common	JJ
work_htfht4hrybdz3jty5t7367hreu	311	10	stop	stop	NN
work_htfht4hrybdz3jty5t7367hreu	311	11	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	311	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	312	1	No	no	DT
work_htfht4hrybdz3jty5t7367hreu	312	2	stemming	stem	VBG
work_htfht4hrybdz3jty5t7367hreu	312	3	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	312	4	used	use	VBN
work_htfht4hrybdz3jty5t7367hreu	312	5	.	.	.
work_htfht4hrybdz3jty5t7367hreu	313	1	Phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	313	2	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	313	3	identified	identify	VBN
work_htfht4hrybdz3jty5t7367hreu	313	4	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	313	5	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	313	6	collocation	collocation	NN
work_htfht4hrybdz3jty5t7367hreu	313	7	patterns	pattern	NNS
work_htfht4hrybdz3jty5t7367hreu	313	8	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	313	9	data	datum	NNS
work_htfht4hrybdz3jty5t7367hreu	313	10	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	313	11	Gensim5	Gensim5	NNP
work_htfht4hrybdz3jty5t7367hreu	313	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	314	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	314	2	perform	perform	VBP
work_htfht4hrybdz3jty5t7367hreu	314	3	Gibbs	gibb	NNS
work_htfht4hrybdz3jty5t7367hreu	314	4	sampling	sample	VBG
work_htfht4hrybdz3jty5t7367hreu	314	5	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	314	6	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	314	7	maximum	maximum	NN
work_htfht4hrybdz3jty5t7367hreu	314	8	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	314	9	10,000	10,000	CD
work_htfht4hrybdz3jty5t7367hreu	314	10	iterations	iteration	NNS
work_htfht4hrybdz3jty5t7367hreu	314	11	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	314	12	output	output	VB
work_htfht4hrybdz3jty5t7367hreu	314	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	314	14	intermediate	intermediate	JJ
work_htfht4hrybdz3jty5t7367hreu	314	15	results	result	NNS
work_htfht4hrybdz3jty5t7367hreu	314	16	every	every	DT
work_htfht4hrybdz3jty5t7367hreu	314	17	1,000	1,000	CD
work_htfht4hrybdz3jty5t7367hreu	314	18	iterations	iteration	NNS
work_htfht4hrybdz3jty5t7367hreu	314	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	315	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	315	2	usually	usually	RB
work_htfht4hrybdz3jty5t7367hreu	315	3	takes	take	VBZ
work_htfht4hrybdz3jty5t7367hreu	315	4	3https://github.com/somethingx86/EclipseTwitterStreamer	3https://github.com/somethingx86/eclipsetwitterstreamer	CD
work_htfht4hrybdz3jty5t7367hreu	315	5	4https://developer.twitter.com/en/docs	4https://developer.twitter.com/en/docs	CD
work_htfht4hrybdz3jty5t7367hreu	315	6	5http://radimrehurek.com/gensim/models/phrases.html	5http://radimrehurek.com/gensim/models/phrases.html	CD
work_htfht4hrybdz3jty5t7367hreu	315	7	October	October	NNP
work_htfht4hrybdz3jty5t7367hreu	315	8	8	8	CD
work_htfht4hrybdz3jty5t7367hreu	315	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	315	10	2018	2018	CD
work_htfht4hrybdz3jty5t7367hreu	315	11	https://github.com/somethingx86/EclipseTwitterStreamer	https://github.com/somethingx86/eclipsetwitterstreamer	ADD
work_htfht4hrybdz3jty5t7367hreu	315	12	https://developer.twitter.com/en/docs	https://developer.twitter.com/en/docs	NNP
work_htfht4hrybdz3jty5t7367hreu	315	13	http://radimrehurek.com/gensim/models/phrases.html	http://radimrehurek.com/gensim/models/phrases.html	NNP
work_htfht4hrybdz3jty5t7367hreu	315	14	Table	Table	NNP
work_htfht4hrybdz3jty5t7367hreu	315	15	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	315	16	:	:	:
work_htfht4hrybdz3jty5t7367hreu	315	17	Statistics	statistic	NNS
work_htfht4hrybdz3jty5t7367hreu	315	18	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	315	19	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	315	20	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	315	21	datasets	dataset	NNS
work_htfht4hrybdz3jty5t7367hreu	315	22	.	.	.
work_htfht4hrybdz3jty5t7367hreu	316	1	Dataset	Dataset	NNP
work_htfht4hrybdz3jty5t7367hreu	316	2	Property	Property	NNP
work_htfht4hrybdz3jty5t7367hreu	316	3	Value	Value	NNP
work_htfht4hrybdz3jty5t7367hreu	316	4	I	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	316	5	#	#	$
work_htfht4hrybdz3jty5t7367hreu	316	6	tweets	tweet	VBZ
work_htfht4hrybdz3jty5t7367hreu	316	7	68,672	68,672	CD
work_htfht4hrybdz3jty5t7367hreu	316	8	#	#	$
work_htfht4hrybdz3jty5t7367hreu	316	9	unigram	unigram	JJ
work_htfht4hrybdz3jty5t7367hreu	316	10	tokens	token	VBZ
work_htfht4hrybdz3jty5t7367hreu	316	11	1,219,484	1,219,484	CD
work_htfht4hrybdz3jty5t7367hreu	316	12	vocabulary	vocabulary	NN
work_htfht4hrybdz3jty5t7367hreu	316	13	size	size	NN
work_htfht4hrybdz3jty5t7367hreu	316	14	31,149	31,149	CD
work_htfht4hrybdz3jty5t7367hreu	316	15	II	ii	CD
work_htfht4hrybdz3jty5t7367hreu	316	16	#	#	CD
work_htfht4hrybdz3jty5t7367hreu	316	17	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	316	18	36,013	36,013	CD
work_htfht4hrybdz3jty5t7367hreu	316	19	#	#	$
work_htfht4hrybdz3jty5t7367hreu	316	20	unigram	unigram	JJ
work_htfht4hrybdz3jty5t7367hreu	316	21	tokens	token	NNS
work_htfht4hrybdz3jty5t7367hreu	316	22	591,620	591,620	CD
work_htfht4hrybdz3jty5t7367hreu	316	23	vocabulary	vocabulary	JJ
work_htfht4hrybdz3jty5t7367hreu	316	24	size	size	NN
work_htfht4hrybdz3jty5t7367hreu	316	25	21,595	21,595	CD
work_htfht4hrybdz3jty5t7367hreu	316	26	around	around	IN
work_htfht4hrybdz3jty5t7367hreu	316	27	1,000	1,000	CD
work_htfht4hrybdz3jty5t7367hreu	316	28	iterations	iteration	NNS
work_htfht4hrybdz3jty5t7367hreu	316	29	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	316	30	reach	reach	VB
work_htfht4hrybdz3jty5t7367hreu	316	31	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	316	32	stationary	stationary	JJ
work_htfht4hrybdz3jty5t7367hreu	316	33	status	status	NN
work_htfht4hrybdz3jty5t7367hreu	316	34	when	when	WRB
work_htfht4hrybdz3jty5t7367hreu	316	35	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	316	36	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	316	37	topology	topology	NN
work_htfht4hrybdz3jty5t7367hreu	316	38	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	316	39	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	316	40	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	316	41	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	316	42	associations	association	NNS
work_htfht4hrybdz3jty5t7367hreu	316	43	no	no	RB
work_htfht4hrybdz3jty5t7367hreu	316	44	longer	long	RBR
work_htfht4hrybdz3jty5t7367hreu	316	45	change	change	VBP
work_htfht4hrybdz3jty5t7367hreu	316	46	,	,	,
work_htfht4hrybdz3jty5t7367hreu	316	47	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	316	48	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	316	49	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	316	50	visualized	visualize	VBN
work_htfht4hrybdz3jty5t7367hreu	316	51	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	316	52	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	316	53	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	316	54	structure	structure	NN
work_htfht4hrybdz3jty5t7367hreu	316	55	.	.	.
work_htfht4hrybdz3jty5t7367hreu	317	1	4.2	4.2	CD
work_htfht4hrybdz3jty5t7367hreu	317	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	318	1	Methods	method	NNS
work_htfht4hrybdz3jty5t7367hreu	318	2	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	318	3	Comparison	Comparison	NNP
work_htfht4hrybdz3jty5t7367hreu	318	4	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	318	5	compare	compare	VBP
work_htfht4hrybdz3jty5t7367hreu	318	6	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	318	7	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	318	8	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	318	9	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	318	10	following	follow	VBG
work_htfht4hrybdz3jty5t7367hreu	318	11	approaches	approach	NNS
work_htfht4hrybdz3jty5t7367hreu	318	12	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	318	13	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	318	14	generate	generate	VB
work_htfht4hrybdz3jty5t7367hreu	318	15	topic	topic	JJ
work_htfht4hrybdz3jty5t7367hreu	318	16	hierarchies	hierarchy	NNS
work_htfht4hrybdz3jty5t7367hreu	318	17	:	:	:
work_htfht4hrybdz3jty5t7367hreu	318	18	CATHY	CATHY	NNP
work_htfht4hrybdz3jty5t7367hreu	318	19	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	318	20	Constructing	construct	VBG
work_htfht4hrybdz3jty5t7367hreu	318	21	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	318	22	Topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	318	23	HierarchY	hierarchy	NN
work_htfht4hrybdz3jty5t7367hreu	318	24	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	318	25	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	318	26	Wang	Wang	NNP
work_htfht4hrybdz3jty5t7367hreu	318	27	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	318	28	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	318	29	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	318	30	,	,	,
work_htfht4hrybdz3jty5t7367hreu	318	31	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	318	32	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	318	33	builds	build	VBZ
work_htfht4hrybdz3jty5t7367hreu	318	34	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	318	35	topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	318	36	hierarchy	hierarchy	NN
work_htfht4hrybdz3jty5t7367hreu	318	37	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	318	38	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	318	39	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	318	40	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	318	41	represented	represent	VBN
work_htfht4hrybdz3jty5t7367hreu	318	42	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	318	43	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	318	44	set	set	NN
work_htfht4hrybdz3jty5t7367hreu	318	45	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	318	46	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	318	47	.	.	.
work_htfht4hrybdz3jty5t7367hreu	319	1	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	319	2	term	term	NN
work_htfht4hrybdz3jty5t7367hreu	319	3	co	co	NN
work_htfht4hrybdz3jty5t7367hreu	319	4	-	-	JJ
work_htfht4hrybdz3jty5t7367hreu	319	5	occurrence	occurrence	JJ
work_htfht4hrybdz3jty5t7367hreu	319	6	network	network	NN
work_htfht4hrybdz3jty5t7367hreu	319	7	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	319	8	first	first	RB
work_htfht4hrybdz3jty5t7367hreu	319	9	con-	con-	NN
work_htfht4hrybdz3jty5t7367hreu	319	10	structed	structe	VBN
work_htfht4hrybdz3jty5t7367hreu	319	11	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	319	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	319	13	Frequent	Frequent	NNP
work_htfht4hrybdz3jty5t7367hreu	319	14	Pattern	Pattern	NNP
work_htfht4hrybdz3jty5t7367hreu	319	15	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	319	16	FP)-growth	fp)-growth	CD
work_htfht4hrybdz3jty5t7367hreu	319	17	algorithm	algorithm	NN
work_htfht4hrybdz3jty5t7367hreu	319	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	320	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	320	2	network	network	NN
work_htfht4hrybdz3jty5t7367hreu	320	3	edges	edge	NNS
work_htfht4hrybdz3jty5t7367hreu	320	4	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	320	5	clustered	cluster	VBN
work_htfht4hrybdz3jty5t7367hreu	320	6	according	accord	VBG
work_htfht4hrybdz3jty5t7367hreu	320	7	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	320	8	their	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	320	9	associated	associated	JJ
work_htfht4hrybdz3jty5t7367hreu	320	10	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	320	11	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	320	12	obtain	obtain	VB
work_htfht4hrybdz3jty5t7367hreu	320	13	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	320	14	hierarchy	hierarchy	NN
work_htfht4hrybdz3jty5t7367hreu	320	15	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	320	16	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	320	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	321	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	321	2	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	321	3	experiments	experiment	NNS
work_htfht4hrybdz3jty5t7367hreu	321	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	321	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	321	6	hierar-	hierar-	NN
work_htfht4hrybdz3jty5t7367hreu	321	7	chy	chy	NN
work_htfht4hrybdz3jty5t7367hreu	321	8	depth	depth	NN
work_htfht4hrybdz3jty5t7367hreu	321	9	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	321	10	set	set	VBN
work_htfht4hrybdz3jty5t7367hreu	321	11	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	321	12	3	3	CD
work_htfht4hrybdz3jty5t7367hreu	321	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	321	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	321	15	cluster	cluster	NN
work_htfht4hrybdz3jty5t7367hreu	321	16	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	321	17	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	321	18	set	set	VBN
work_htfht4hrybdz3jty5t7367hreu	321	19	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	321	20	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	321	21	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	321	22	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	321	23	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	321	24	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	321	25	4	4	CD
work_htfht4hrybdz3jty5t7367hreu	321	26	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	321	27	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	321	28	3	3	CD
work_htfht4hrybdz3jty5t7367hreu	321	29	.	.	.
work_htfht4hrybdz3jty5t7367hreu	322	1	Other	other	JJ
work_htfht4hrybdz3jty5t7367hreu	322	2	parameter	parameter	NN
work_htfht4hrybdz3jty5t7367hreu	322	3	settings	setting	NNS
work_htfht4hrybdz3jty5t7367hreu	322	4	follow	follow	VBP
work_htfht4hrybdz3jty5t7367hreu	322	5	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	322	6	Wang	Wang	NNP
work_htfht4hrybdz3jty5t7367hreu	322	7	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	322	8	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	322	9	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	322	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	322	11	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	322	12	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	322	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	323	1	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	323	2	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	323	3	Hierarchical	Hierarchical	NNP
work_htfht4hrybdz3jty5t7367hreu	323	4	LDA	LDA	NNP
work_htfht4hrybdz3jty5t7367hreu	323	5	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	323	6	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	323	7	Blei	Blei	NNP
work_htfht4hrybdz3jty5t7367hreu	323	8	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	323	9	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	323	10	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	323	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	323	12	2010	2010	CD
work_htfht4hrybdz3jty5t7367hreu	323	13	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	323	14	assumes	assume	VBZ
work_htfht4hrybdz3jty5t7367hreu	323	15	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	323	16	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	323	17	document	document	NN
work_htfht4hrybdz3jty5t7367hreu	323	18	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	323	19	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	323	20	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	323	21	drawing	draw	VBG
work_htfht4hrybdz3jty5t7367hreu	323	22	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	323	23	infinite	infinite	JJ
work_htfht4hrybdz3jty5t7367hreu	323	24	L	l	NN
work_htfht4hrybdz3jty5t7367hreu	323	25	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	323	26	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	323	27	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	323	28	ac-	ac-	RB
work_htfht4hrybdz3jty5t7367hreu	323	29	cording	cord	VBG
work_htfht4hrybdz3jty5t7367hreu	323	30	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	323	31	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	323	32	nCRP	ncrp	NN
work_htfht4hrybdz3jty5t7367hreu	323	33	prior	prior	RB
work_htfht4hrybdz3jty5t7367hreu	323	34	,	,	,
work_htfht4hrybdz3jty5t7367hreu	323	35	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	323	36	drawing	draw	VBG
work_htfht4hrybdz3jty5t7367hreu	323	37	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	323	38	topic	topic	JJ
work_htfht4hrybdz3jty5t7367hreu	323	39	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	323	40	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	323	41	levels	level	NNS
work_htfht4hrybdz3jty5t7367hreu	323	42	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	323	43	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	323	44	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	323	45	according	accord	VBG
work_htfht4hrybdz3jty5t7367hreu	323	46	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	323	47	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	323	48	stick	stick	NN
work_htfht4hrybdz3jty5t7367hreu	323	49	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	323	50	breaking	break	VBG
work_htfht4hrybdz3jty5t7367hreu	323	51	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	323	52	.	.	.
work_htfht4hrybdz3jty5t7367hreu	324	1	Words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	324	2	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	324	3	drawn	draw	VBN
work_htfht4hrybdz3jty5t7367hreu	324	4	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	324	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	324	6	L	l	NN
work_htfht4hrybdz3jty5t7367hreu	324	7	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	324	8	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	324	9	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	324	10	associated	associate	VBN
work_htfht4hrybdz3jty5t7367hreu	324	11	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	324	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	324	13	restaurants	restaurant	NNS
work_htfht4hrybdz3jty5t7367hreu	324	14	along	along	IN
work_htfht4hrybdz3jty5t7367hreu	324	15	that	that	DT
work_htfht4hrybdz3jty5t7367hreu	324	16	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	324	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	325	1	HASM	HASM	NNP
work_htfht4hrybdz3jty5t7367hreu	325	2	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	325	3	Hierarchical	Hierarchical	NNP
work_htfht4hrybdz3jty5t7367hreu	325	4	Aspect	Aspect	NNP
work_htfht4hrybdz3jty5t7367hreu	325	5	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	325	6	Sentiment	Sentiment	NNP
work_htfht4hrybdz3jty5t7367hreu	325	7	Model	Model	NNP
work_htfht4hrybdz3jty5t7367hreu	325	8	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	325	9	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	325	10	Kim	Kim	NNP
work_htfht4hrybdz3jty5t7367hreu	325	11	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	325	12	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	325	13	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	325	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	325	15	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	325	16	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	325	17	produces	produce	VBZ
work_htfht4hrybdz3jty5t7367hreu	325	18	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	325	19	aspects	aspect	NNS
work_htfht4hrybdz3jty5t7367hreu	325	20	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	325	21	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	325	22	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	325	23	aspect	aspect	NN
work_htfht4hrybdz3jty5t7367hreu	325	24	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	325	25	as-	as-	RB
work_htfht4hrybdz3jty5t7367hreu	325	26	sociated	sociate	VBN
work_htfht4hrybdz3jty5t7367hreu	325	27	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	325	28	positive	positive	JJ
work_htfht4hrybdz3jty5t7367hreu	325	29	,	,	,
work_htfht4hrybdz3jty5t7367hreu	325	30	negative	negative	JJ
work_htfht4hrybdz3jty5t7367hreu	325	31	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	325	32	neutral	neutral	JJ
work_htfht4hrybdz3jty5t7367hreu	325	33	polarities	polarity	NNS
work_htfht4hrybdz3jty5t7367hreu	325	34	.	.	.
work_htfht4hrybdz3jty5t7367hreu	326	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	326	2	aspect	aspect	NN
work_htfht4hrybdz3jty5t7367hreu	326	3	hidden	hide	VBN
work_htfht4hrybdz3jty5t7367hreu	326	4	variable	variable	NN
work_htfht4hrybdz3jty5t7367hreu	326	5	follows	follow	VBZ
work_htfht4hrybdz3jty5t7367hreu	326	6	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	326	7	rCRP	rcrp	NN
work_htfht4hrybdz3jty5t7367hreu	326	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	327	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	327	2	use	use	VBP
work_htfht4hrybdz3jty5t7367hreu	327	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	327	4	default	default	NN
work_htfht4hrybdz3jty5t7367hreu	327	5	parame-	parame-	NN
work_htfht4hrybdz3jty5t7367hreu	327	6	ter	ter	NN
work_htfht4hrybdz3jty5t7367hreu	327	7	settings	setting	NNS
work_htfht4hrybdz3jty5t7367hreu	327	8	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	327	9	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	327	10	experiments	experiment	NNS
work_htfht4hrybdz3jty5t7367hreu	327	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	328	1	Note	note	VB
work_htfht4hrybdz3jty5t7367hreu	328	2	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	328	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	328	4	prior	prior	JJ
work_htfht4hrybdz3jty5t7367hreu	328	5	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	328	6	knowledge	knowledge	NN
work_htfht4hrybdz3jty5t7367hreu	328	7	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	328	8	some	some	DT
work_htfht4hrybdz3jty5t7367hreu	328	9	common	common	JJ
work_htfht4hrybdz3jty5t7367hreu	328	10	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	328	11	seed	seed	NN
work_htfht4hrybdz3jty5t7367hreu	328	12	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	328	13	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	328	14	used	use	VBN
work_htfht4hrybdz3jty5t7367hreu	328	15	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	328	16	set	set	VB
work_htfht4hrybdz3jty5t7367hreu	328	17	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	328	18	asymmetric	asymmetric	JJ
work_htfht4hrybdz3jty5t7367hreu	328	19	Dirichlet	Dirichlet	NNP
work_htfht4hrybdz3jty5t7367hreu	328	20	prior	prior	RB
work_htfht4hrybdz3jty5t7367hreu	328	21	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	328	22	aspect	aspect	NN
work_htfht4hrybdz3jty5t7367hreu	328	23	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	328	24	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	328	25	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	328	26	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	328	27	distributions	distribution	NNS
work_htfht4hrybdz3jty5t7367hreu	328	28	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	328	29	HASM	HASM	NNP
work_htfht4hrybdz3jty5t7367hreu	328	30	.	.	.
work_htfht4hrybdz3jty5t7367hreu	329	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	329	2	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	329	3	experiments	experiment	NNS
work_htfht4hrybdz3jty5t7367hreu	329	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	329	5	its	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	329	6	default	default	NN
work_htfht4hrybdz3jty5t7367hreu	329	7	senti-	senti-	NN
work_htfht4hrybdz3jty5t7367hreu	329	8	ment	ment	JJ
work_htfht4hrybdz3jty5t7367hreu	329	9	lexicon	lexicon	NNP
work_htfht4hrybdz3jty5t7367hreu	329	10	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	329	11	replaced	replace	VBN
work_htfht4hrybdz3jty5t7367hreu	329	12	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	329	13	Sentiment140Lex6	Sentiment140Lex6	NNP
work_htfht4hrybdz3jty5t7367hreu	329	14	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	329	15	Mohammad	Mohammad	NNP
work_htfht4hrybdz3jty5t7367hreu	329	16	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	329	17	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	329	18	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	329	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	329	20	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	329	21	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	329	22	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	329	23	was	be	VBD
work_htfht4hrybdz3jty5t7367hreu	329	24	specifically	specifically	RB
work_htfht4hrybdz3jty5t7367hreu	329	25	constructed	construct	VBN
work_htfht4hrybdz3jty5t7367hreu	329	26	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	329	27	Twitter	Twitter	NNP
work_htfht4hrybdz3jty5t7367hreu	329	28	sen-	sen-	NN
work_htfht4hrybdz3jty5t7367hreu	329	29	timent	timent	JJ
work_htfht4hrybdz3jty5t7367hreu	329	30	analysis	analysis	NN
work_htfht4hrybdz3jty5t7367hreu	329	31	.	.	.
work_htfht4hrybdz3jty5t7367hreu	330	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	330	2	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	330	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	330	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	330	5	parameter	parameter	NN
work_htfht4hrybdz3jty5t7367hreu	330	6	settings	setting	NNS
work_htfht4hrybdz3jty5t7367hreu	330	7	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	330	8	:	:	:
work_htfht4hrybdz3jty5t7367hreu	330	9	λ	λ	NNP
work_htfht4hrybdz3jty5t7367hreu	330	10	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	330	11	0.5	0.5	CD
work_htfht4hrybdz3jty5t7367hreu	330	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	330	13	γ	γ	NNP
work_htfht4hrybdz3jty5t7367hreu	330	14	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	330	15	0.5	0.5	CD
work_htfht4hrybdz3jty5t7367hreu	330	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	330	17	α	α	LS
work_htfht4hrybdz3jty5t7367hreu	330	18	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	330	19	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	330	20	0.75	0.75	CD
work_htfht4hrybdz3jty5t7367hreu	330	21	,	,	,
work_htfht4hrybdz3jty5t7367hreu	330	22	0.15	0.15	CD
work_htfht4hrybdz3jty5t7367hreu	330	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	330	24	0.075	0.075	CD
work_htfht4hrybdz3jty5t7367hreu	330	25	,	,	,
work_htfht4hrybdz3jty5t7367hreu	330	26	0.025	0.025	CD
work_htfht4hrybdz3jty5t7367hreu	330	27	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	330	28	,	,	,
work_htfht4hrybdz3jty5t7367hreu	330	29	au	au	NNP
work_htfht4hrybdz3jty5t7367hreu	330	30	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	330	31	0.8	0.8	CD
work_htfht4hrybdz3jty5t7367hreu	330	32	,	,	,
work_htfht4hrybdz3jty5t7367hreu	330	33	bu	bu	NNP
work_htfht4hrybdz3jty5t7367hreu	330	34	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	330	35	1	1	CD
work_htfht4hrybdz3jty5t7367hreu	330	36	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	330	37	HPYP	HPYP	NNP
work_htfht4hrybdz3jty5t7367hreu	330	38	,	,	,
work_htfht4hrybdz3jty5t7367hreu	330	39	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	330	40	maximum	maximum	JJ
work_htfht4hrybdz3jty5t7367hreu	330	41	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	330	42	length	length	NN
work_htfht4hrybdz3jty5t7367hreu	330	43	U	U	NNP
work_htfht4hrybdz3jty5t7367hreu	330	44	=	=	SYM
work_htfht4hrybdz3jty5t7367hreu	330	45	3	3	CD
work_htfht4hrybdz3jty5t7367hreu	330	46	.	.	.
work_htfht4hrybdz3jty5t7367hreu	331	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	331	2	only	only	RB
work_htfht4hrybdz3jty5t7367hreu	331	3	keep	keep	VBP
work_htfht4hrybdz3jty5t7367hreu	331	4	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	331	5	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	331	6	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	331	7	associated	associate	VBN
work_htfht4hrybdz3jty5t7367hreu	331	8	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	331	9	at	at	RB
work_htfht4hrybdz3jty5t7367hreu	331	10	least	least	JJS
work_htfht4hrybdz3jty5t7367hreu	331	11	1,000	1,000	CD
work_htfht4hrybdz3jty5t7367hreu	331	12	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	331	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	332	1	4.3	4.3	LS
work_htfht4hrybdz3jty5t7367hreu	332	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	333	1	Topic	topic	JJ
work_htfht4hrybdz3jty5t7367hreu	333	2	Coherence	Coherence	NNP
work_htfht4hrybdz3jty5t7367hreu	333	3	Various	various	JJ
work_htfht4hrybdz3jty5t7367hreu	333	4	measures	measure	NNS
work_htfht4hrybdz3jty5t7367hreu	333	5	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	333	6	been	be	VBN
work_htfht4hrybdz3jty5t7367hreu	333	7	proposed	propose	VBN
work_htfht4hrybdz3jty5t7367hreu	333	8	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	333	9	evaluate	evaluate	VB
work_htfht4hrybdz3jty5t7367hreu	333	10	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	333	11	qual-	qual-	JJ
work_htfht4hrybdz3jty5t7367hreu	333	12	ity	ity	NN
work_htfht4hrybdz3jty5t7367hreu	333	13	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	333	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	333	15	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	333	16	discovered	discover	VBD
work_htfht4hrybdz3jty5t7367hreu	333	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	334	1	Newman	Newman	NNP
work_htfht4hrybdz3jty5t7367hreu	334	2	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	334	3	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	334	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	335	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	335	2	2010	2010	CD
work_htfht4hrybdz3jty5t7367hreu	335	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	335	4	found	find	VBD
work_htfht4hrybdz3jty5t7367hreu	335	5	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	335	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	335	7	pointwise	pointwise	NN
work_htfht4hrybdz3jty5t7367hreu	335	8	mutual	mutual	JJ
work_htfht4hrybdz3jty5t7367hreu	335	9	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	335	10	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	335	11	PMI	PMI	NNP
work_htfht4hrybdz3jty5t7367hreu	335	12	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	335	13	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	335	14	all	all	DT
work_htfht4hrybdz3jty5t7367hreu	335	15	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	335	16	pairs	pair	NNS
work_htfht4hrybdz3jty5t7367hreu	335	17	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	335	18	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	335	19	6http://www.saifmohammad.com/Lexicons/Sentiment140-Lexicon-v0.1	6http://www.saifmohammad.com/Lexicons/Sentiment140-Lexicon-v0.1	NNP
work_htfht4hrybdz3jty5t7367hreu	335	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	336	1	zip	zip	NNP
work_htfht4hrybdz3jty5t7367hreu	336	2	topic	topic	NNP
work_htfht4hrybdz3jty5t7367hreu	336	3	’s	’s	POS
work_htfht4hrybdz3jty5t7367hreu	336	4	top	top	JJ
work_htfht4hrybdz3jty5t7367hreu	336	5	ten	ten	CD
work_htfht4hrybdz3jty5t7367hreu	336	6	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	336	7	coincides	coincide	VBZ
work_htfht4hrybdz3jty5t7367hreu	336	8	well	well	RB
work_htfht4hrybdz3jty5t7367hreu	336	9	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	336	10	human	human	JJ
work_htfht4hrybdz3jty5t7367hreu	336	11	judgements	judgement	NNS
work_htfht4hrybdz3jty5t7367hreu	336	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	337	1	PMI	PMI	NNP
work_htfht4hrybdz3jty5t7367hreu	337	2	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	337	3	defined	define	VBN
work_htfht4hrybdz3jty5t7367hreu	337	4	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	337	5	follows	follow	VBZ
work_htfht4hrybdz3jty5t7367hreu	337	6	:	:	:
work_htfht4hrybdz3jty5t7367hreu	337	7	PMI(wi	PMI(wi	NNP
work_htfht4hrybdz3jty5t7367hreu	337	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	337	9	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	337	10	j	j	NNP
work_htfht4hrybdz3jty5t7367hreu	337	11	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	337	12	=	=	NFP
work_htfht4hrybdz3jty5t7367hreu	337	13	log	log	NNP
work_htfht4hrybdz3jty5t7367hreu	337	14	p(wi	p(wi	NNP
work_htfht4hrybdz3jty5t7367hreu	337	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	337	16	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	337	17	j	j	NNP
work_htfht4hrybdz3jty5t7367hreu	337	18	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	337	19	p(wi	p(wi	NNP
work_htfht4hrybdz3jty5t7367hreu	337	20	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	337	21	p(w	p(w	NNP
work_htfht4hrybdz3jty5t7367hreu	337	22	j	j	NNP
work_htfht4hrybdz3jty5t7367hreu	337	23	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	337	24	,	,	,
work_htfht4hrybdz3jty5t7367hreu	337	25	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	337	26	4	4	LS
work_htfht4hrybdz3jty5t7367hreu	337	27	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	337	28	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	337	29	p(wi	p(wi	NNP
work_htfht4hrybdz3jty5t7367hreu	337	30	,	,	,
work_htfht4hrybdz3jty5t7367hreu	337	31	w	w	NNP
work_htfht4hrybdz3jty5t7367hreu	337	32	j	j	NNP
work_htfht4hrybdz3jty5t7367hreu	337	33	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	337	34	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	337	35	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	337	36	co	co	JJ
work_htfht4hrybdz3jty5t7367hreu	337	37	-	-	JJ
work_htfht4hrybdz3jty5t7367hreu	337	38	occurrence	occurrence	JJ
work_htfht4hrybdz3jty5t7367hreu	337	39	likelihood	likelihood	NN
work_htfht4hrybdz3jty5t7367hreu	337	40	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	337	41	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	337	42	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	337	43	.	.	.
work_htfht4hrybdz3jty5t7367hreu	338	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	338	2	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	338	3	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	338	4	estimated	estimate	VBN
work_htfht4hrybdz3jty5t7367hreu	338	5	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	338	6	counting	count	VBG
work_htfht4hrybdz3jty5t7367hreu	338	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	338	8	co	co	NN
work_htfht4hrybdz3jty5t7367hreu	338	9	-	-	NN
work_htfht4hrybdz3jty5t7367hreu	338	10	occurrence	occurrence	NN
work_htfht4hrybdz3jty5t7367hreu	338	11	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	338	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	338	13	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	338	14	pair	pair	NN
work_htfht4hrybdz3jty5t7367hreu	338	15	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	338	16	sliding	slide	VBG
work_htfht4hrybdz3jty5t7367hreu	338	17	windows	window	NNS
work_htfht4hrybdz3jty5t7367hreu	338	18	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	338	19	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	338	20	external	external	JJ
work_htfht4hrybdz3jty5t7367hreu	338	21	large	large	JJ
work_htfht4hrybdz3jty5t7367hreu	338	22	meta	meta	JJ
work_htfht4hrybdz3jty5t7367hreu	338	23	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	338	24	document	document	NN
work_htfht4hrybdz3jty5t7367hreu	338	25	.	.	.
work_htfht4hrybdz3jty5t7367hreu	339	1	Röder	Röder	NNP
work_htfht4hrybdz3jty5t7367hreu	339	2	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	339	3	.	.	.
work_htfht4hrybdz3jty5t7367hreu	340	1	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	340	2	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	340	3	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	340	4	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	340	5	studied	study	VBD
work_htfht4hrybdz3jty5t7367hreu	340	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	340	7	known	know	VBN
work_htfht4hrybdz3jty5t7367hreu	340	8	coherence	coherence	NN
work_htfht4hrybdz3jty5t7367hreu	340	9	measures	measure	NNS
work_htfht4hrybdz3jty5t7367hreu	340	10	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	340	11	pro-	pro-	NN
work_htfht4hrybdz3jty5t7367hreu	340	12	posed	pose	VBD
work_htfht4hrybdz3jty5t7367hreu	340	13	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	340	14	new	new	JJ
work_htfht4hrybdz3jty5t7367hreu	340	15	measure	measure	NN
work_htfht4hrybdz3jty5t7367hreu	340	16	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	340	17	was	be	VBD
work_htfht4hrybdz3jty5t7367hreu	340	18	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	340	19	combination	combination	NN
work_htfht4hrybdz3jty5t7367hreu	340	20	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	340	21	some	some	DT
work_htfht4hrybdz3jty5t7367hreu	340	22	exist-	exist-	NN
work_htfht4hrybdz3jty5t7367hreu	340	23	ing	ing	NN
work_htfht4hrybdz3jty5t7367hreu	340	24	ones	one	NNS
work_htfht4hrybdz3jty5t7367hreu	340	25	.	.	.
work_htfht4hrybdz3jty5t7367hreu	341	1	Particularly	particularly	RB
work_htfht4hrybdz3jty5t7367hreu	341	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	341	3	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	341	4	metric	metric	JJ
work_htfht4hrybdz3jty5t7367hreu	341	5	first	first	JJ
work_htfht4hrybdz3jty5t7367hreu	341	6	retrieves	retrieve	VBZ
work_htfht4hrybdz3jty5t7367hreu	341	7	co	co	NN
work_htfht4hrybdz3jty5t7367hreu	341	8	-	-	NN
work_htfht4hrybdz3jty5t7367hreu	341	9	occurrence	occurrence	JJ
work_htfht4hrybdz3jty5t7367hreu	341	10	counts	count	VBZ
work_htfht4hrybdz3jty5t7367hreu	341	11	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	341	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	341	13	given	give	VBN
work_htfht4hrybdz3jty5t7367hreu	341	14	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	341	15	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	341	16	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	341	17	sliding	slide	VBG
work_htfht4hrybdz3jty5t7367hreu	341	18	window	window	NN
work_htfht4hrybdz3jty5t7367hreu	341	19	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	341	20	size	size	NN
work_htfht4hrybdz3jty5t7367hreu	341	21	110	110	CD
work_htfht4hrybdz3jty5t7367hreu	341	22	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	341	23	Wikipedia	Wikipedia	NNP
work_htfht4hrybdz3jty5t7367hreu	341	24	.	.	.
work_htfht4hrybdz3jty5t7367hreu	342	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	342	2	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	342	3	top	top	JJ
work_htfht4hrybdz3jty5t7367hreu	342	4	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	342	5	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	342	6	vector	vector	NN
work_htfht4hrybdz3jty5t7367hreu	342	7	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	342	8	built	build	VBN
work_htfht4hrybdz3jty5t7367hreu	342	9	whose	whose	WP$
work_htfht4hrybdz3jty5t7367hreu	342	10	compo-	compo-	NN
work_htfht4hrybdz3jty5t7367hreu	342	11	nents	nent	NNS
work_htfht4hrybdz3jty5t7367hreu	342	12	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	342	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	342	14	normalized	normalized	JJ
work_htfht4hrybdz3jty5t7367hreu	342	15	Point	Point	NNP
work_htfht4hrybdz3jty5t7367hreu	342	16	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	342	17	wise	wise	JJ
work_htfht4hrybdz3jty5t7367hreu	342	18	Mutual	mutual	JJ
work_htfht4hrybdz3jty5t7367hreu	342	19	Information	Information	NNP
work_htfht4hrybdz3jty5t7367hreu	342	20	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	342	21	PMI	PMI	NNP
work_htfht4hrybdz3jty5t7367hreu	342	22	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	342	23	between	between	IN
work_htfht4hrybdz3jty5t7367hreu	342	24	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	342	25	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	342	26	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	342	27	every	every	DT
work_htfht4hrybdz3jty5t7367hreu	342	28	other	other	JJ
work_htfht4hrybdz3jty5t7367hreu	342	29	top	top	JJ
work_htfht4hrybdz3jty5t7367hreu	342	30	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	342	31	.	.	.
work_htfht4hrybdz3jty5t7367hreu	343	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	343	2	arithmetic	arithmetic	JJ
work_htfht4hrybdz3jty5t7367hreu	343	3	mean	mean	NN
work_htfht4hrybdz3jty5t7367hreu	343	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	343	5	all	all	DT
work_htfht4hrybdz3jty5t7367hreu	343	6	vector	vector	NN
work_htfht4hrybdz3jty5t7367hreu	343	7	pairs	pair	NNS
work_htfht4hrybdz3jty5t7367hreu	343	8	’	’	POS
work_htfht4hrybdz3jty5t7367hreu	343	9	cosine	cosine	NN
work_htfht4hrybdz3jty5t7367hreu	343	10	similarity	similarity	NN
work_htfht4hrybdz3jty5t7367hreu	343	11	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	343	12	treated	treat	VBN
work_htfht4hrybdz3jty5t7367hreu	343	13	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	343	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	343	15	co-	co-	JJ
work_htfht4hrybdz3jty5t7367hreu	343	16	herence	herence	NN
work_htfht4hrybdz3jty5t7367hreu	343	17	measure	measure	NN
work_htfht4hrybdz3jty5t7367hreu	343	18	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	343	19	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	343	20	given	give	VBN
work_htfht4hrybdz3jty5t7367hreu	343	21	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	343	22	.	.	.
work_htfht4hrybdz3jty5t7367hreu	344	1	I	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	344	2	II	II	NNP
work_htfht4hrybdz3jty5t7367hreu	344	3	Dataset	dataset	NN
work_htfht4hrybdz3jty5t7367hreu	344	4	0.30	0.30	CD
work_htfht4hrybdz3jty5t7367hreu	344	5	0.35	0.35	CD
work_htfht4hrybdz3jty5t7367hreu	344	6	0.40	0.40	CD
work_htfht4hrybdz3jty5t7367hreu	344	7	0.45	0.45	CD
work_htfht4hrybdz3jty5t7367hreu	344	8	0.50	0.50	CD
work_htfht4hrybdz3jty5t7367hreu	344	9	T	t	NN
work_htfht4hrybdz3jty5t7367hreu	344	10	o	o	NN
work_htfht4hrybdz3jty5t7367hreu	344	11	p	p	NN
work_htfht4hrybdz3jty5t7367hreu	344	12	ic	ic	NNP
work_htfht4hrybdz3jty5t7367hreu	344	13	C	C	NNP
work_htfht4hrybdz3jty5t7367hreu	344	14	o	o	NN
work_htfht4hrybdz3jty5t7367hreu	344	15	h	h	NNP
work_htfht4hrybdz3jty5t7367hreu	344	16	e	e	NN
work_htfht4hrybdz3jty5t7367hreu	344	17	re	re	NN
work_htfht4hrybdz3jty5t7367hreu	344	18	n	n	CC
work_htfht4hrybdz3jty5t7367hreu	344	19	c	c	NN
work_htfht4hrybdz3jty5t7367hreu	344	20	e	e	CD
work_htfht4hrybdz3jty5t7367hreu	344	21	0.3796	0.3796	CD
work_htfht4hrybdz3jty5t7367hreu	344	22	0.4033	0.4033	CD
work_htfht4hrybdz3jty5t7367hreu	344	23	0.3979	0.3979	CD
work_htfht4hrybdz3jty5t7367hreu	344	24	0.4269	0.4269	CD
work_htfht4hrybdz3jty5t7367hreu	344	25	0.3946	0.3946	CD
work_htfht4hrybdz3jty5t7367hreu	344	26	0.4151	0.4151	CD
work_htfht4hrybdz3jty5t7367hreu	344	27	0.4207	0.4207	CD
work_htfht4hrybdz3jty5t7367hreu	344	28	0.4383	0.4383	CD
work_htfht4hrybdz3jty5t7367hreu	344	29	CATHY	cathy	NN
work_htfht4hrybdz3jty5t7367hreu	344	30	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	344	31	HASM	HASM	NNP
work_htfht4hrybdz3jty5t7367hreu	344	32	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	344	33	Figure	Figure	NNP
work_htfht4hrybdz3jty5t7367hreu	344	34	4	4	CD
work_htfht4hrybdz3jty5t7367hreu	344	35	:	:	:
work_htfht4hrybdz3jty5t7367hreu	344	36	Topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	344	37	coherence	coherence	NN
work_htfht4hrybdz3jty5t7367hreu	344	38	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	344	39	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	344	40	datasets	dataset	NNS
work_htfht4hrybdz3jty5t7367hreu	344	41	.	.	.
work_htfht4hrybdz3jty5t7367hreu	345	1	Following	follow	VBG
work_htfht4hrybdz3jty5t7367hreu	345	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	345	3	measure	measure	NN
work_htfht4hrybdz3jty5t7367hreu	345	4	proposed	propose	VBN
work_htfht4hrybdz3jty5t7367hreu	345	5	in	in	RB
work_htfht4hrybdz3jty5t7367hreu	345	6	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	345	7	Röder	Röder	NNP
work_htfht4hrybdz3jty5t7367hreu	345	8	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	345	9	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	345	10	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	345	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	345	12	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	345	13	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	345	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	345	15	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	345	16	report	report	VBP
work_htfht4hrybdz3jty5t7367hreu	345	17	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	345	18	average	average	JJ
work_htfht4hrybdz3jty5t7367hreu	345	19	topic	topic	JJ
work_htfht4hrybdz3jty5t7367hreu	345	20	coherence	coherence	NN
work_htfht4hrybdz3jty5t7367hreu	345	21	scores	score	NNS
work_htfht4hrybdz3jty5t7367hreu	345	22	computed	compute	VBD
work_htfht4hrybdz3jty5t7367hreu	345	23	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	345	24	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	345	25	top	top	JJ
work_htfht4hrybdz3jty5t7367hreu	345	26	10	10	CD
work_htfht4hrybdz3jty5t7367hreu	345	27	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	345	28	/	/	SYM
work_htfht4hrybdz3jty5t7367hreu	345	29	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	345	30	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	345	31	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	345	32	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	345	33	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	345	34	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	345	35	shown	show	VBN
work_htfht4hrybdz3jty5t7367hreu	345	36	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	345	37	Figure	Figure	NNP
work_htfht4hrybdz3jty5t7367hreu	345	38	4	4	CD
work_htfht4hrybdz3jty5t7367hreu	345	39	.	.	.
work_htfht4hrybdz3jty5t7367hreu	346	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	346	2	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	346	3	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	346	4	observed	observe	VBN
work_htfht4hrybdz3jty5t7367hreu	346	5	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	346	6	CATHY	CATHY	NNP
work_htfht4hrybdz3jty5t7367hreu	346	7	scores	score	VBZ
work_htfht4hrybdz3jty5t7367hreu	346	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	346	9	lowest	low	JJS
work_htfht4hrybdz3jty5t7367hreu	346	10	compared	compare	VBN
work_htfht4hrybdz3jty5t7367hreu	346	11	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	346	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	346	13	other	other	JJ
work_htfht4hrybdz3jty5t7367hreu	346	14	three	three	CD
work_htfht4hrybdz3jty5t7367hreu	346	15	methods	method	NNS
work_htfht4hrybdz3jty5t7367hreu	346	16	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	346	17	both	both	DT
work_htfht4hrybdz3jty5t7367hreu	346	18	datasets	dataset	NNS
work_htfht4hrybdz3jty5t7367hreu	346	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	347	1	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	347	2	gives	give	VBZ
work_htfht4hrybdz3jty5t7367hreu	347	3	better	well	JJR
work_htfht4hrybdz3jty5t7367hreu	347	4	results	result	NNS
work_htfht4hrybdz3jty5t7367hreu	347	5	compared	compare	VBN
work_htfht4hrybdz3jty5t7367hreu	347	6	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	347	7	HASM	HASM	NNP
work_htfht4hrybdz3jty5t7367hreu	347	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	348	1	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	348	2	outperforms	outperform	VBZ
work_htfht4hrybdz3jty5t7367hreu	348	3	all	all	PDT
work_htfht4hrybdz3jty5t7367hreu	348	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	348	5	other	other	JJ
work_htfht4hrybdz3jty5t7367hreu	348	6	methods	method	NNS
work_htfht4hrybdz3jty5t7367hreu	348	7	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	348	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	348	9	improvement	improvement	NN
work_htfht4hrybdz3jty5t7367hreu	348	10	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	348	11	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	348	12	second	second	JJ
work_htfht4hrybdz3jty5t7367hreu	348	13	best	good	JJS
work_htfht4hrybdz3jty5t7367hreu	348	14	performing	performing	NN
work_htfht4hrybdz3jty5t7367hreu	348	15	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	348	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	348	17	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	348	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	348	19	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	348	20	more	more	RBR
work_htfht4hrybdz3jty5t7367hreu	348	21	prominent	prominent	JJ
work_htfht4hrybdz3jty5t7367hreu	348	22	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	348	23	Dataset	Dataset	NNP
work_htfht4hrybdz3jty5t7367hreu	348	24	I.	I.	NNP
work_htfht4hrybdz3jty5t7367hreu	349	1	4.4	4.4	CD
work_htfht4hrybdz3jty5t7367hreu	349	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	350	1	Stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	350	2	Classification	Classification	NNP
work_htfht4hrybdz3jty5t7367hreu	350	3	Some	some	DT
work_htfht4hrybdz3jty5t7367hreu	350	4	previous	previous	JJ
work_htfht4hrybdz3jty5t7367hreu	350	5	studies	study	NNS
work_htfht4hrybdz3jty5t7367hreu	350	6	used	use	VBD
work_htfht4hrybdz3jty5t7367hreu	350	7	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	350	8	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	350	9	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	350	10	perform	perform	VB
work_htfht4hrybdz3jty5t7367hreu	350	11	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	350	12	/	/	SYM
work_htfht4hrybdz3jty5t7367hreu	350	13	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	350	14	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	350	15	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	350	16	achieved	achieve	VBN
work_htfht4hrybdz3jty5t7367hreu	350	17	comparable	comparable	JJ
work_htfht4hrybdz3jty5t7367hreu	350	18	re-	re-	JJ
work_htfht4hrybdz3jty5t7367hreu	350	19	sults	sult	NNS
work_htfht4hrybdz3jty5t7367hreu	350	20	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	350	21	Trabelsi	Trabelsi	NNP
work_htfht4hrybdz3jty5t7367hreu	350	22	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	350	23	Zaıane	Zaıane	NNP
work_htfht4hrybdz3jty5t7367hreu	350	24	,	,	,
work_htfht4hrybdz3jty5t7367hreu	350	25	2014	2014	CD
work_htfht4hrybdz3jty5t7367hreu	350	26	;	;	:
work_htfht4hrybdz3jty5t7367hreu	350	27	Thonet	Thonet	NNP
work_htfht4hrybdz3jty5t7367hreu	350	28	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	350	29	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	350	30	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	350	31	,	,	,
work_htfht4hrybdz3jty5t7367hreu	350	32	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	350	33	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	350	34	.	.	.
work_htfht4hrybdz3jty5t7367hreu	351	1	Apart	apart	RB
work_htfht4hrybdz3jty5t7367hreu	351	2	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	351	3	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	351	4	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	351	5	HASM	HASM	NNP
work_htfht4hrybdz3jty5t7367hreu	351	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	351	7	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	351	8	select	select	VBP
work_htfht4hrybdz3jty5t7367hreu	351	9	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	351	10	more	more	JJR
work_htfht4hrybdz3jty5t7367hreu	351	11	baselines	baseline	NNS
work_htfht4hrybdz3jty5t7367hreu	351	12	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	351	13	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	351	14	output	output	VB
work_htfht4hrybdz3jty5t7367hreu	351	15	document	document	NN
work_htfht4hrybdz3jty5t7367hreu	351	16	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	351	17	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	351	18	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	351	19	labels	label	NNS
work_htfht4hrybdz3jty5t7367hreu	351	20	:	:	:
work_htfht4hrybdz3jty5t7367hreu	351	21	VODUM	VODUM	NNP
work_htfht4hrybdz3jty5t7367hreu	351	22	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	351	23	Viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	351	24	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	351	25	Opinion	Opinion	NNP
work_htfht4hrybdz3jty5t7367hreu	351	26	Discovery	Discovery	NNP
work_htfht4hrybdz3jty5t7367hreu	351	27	Unification	Unification	NNP
work_htfht4hrybdz3jty5t7367hreu	351	28	Model	Model	NNP
work_htfht4hrybdz3jty5t7367hreu	351	29	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	351	30	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	351	31	Thonet	Thonet	NNP
work_htfht4hrybdz3jty5t7367hreu	351	32	et	et	FW
work_htfht4hrybdz3jty5t7367hreu	351	33	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	351	34	.	.	NNP
work_htfht4hrybdz3jty5t7367hreu	351	35	,	,	,
work_htfht4hrybdz3jty5t7367hreu	351	36	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	351	37	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	351	38	assumes	assume	VBZ
work_htfht4hrybdz3jty5t7367hreu	351	39	nouns	noun	NNS
work_htfht4hrybdz3jty5t7367hreu	351	40	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	351	41	topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	351	42	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	351	43	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	351	44	adjectives	adjective	NNS
work_htfht4hrybdz3jty5t7367hreu	351	45	,	,	,
work_htfht4hrybdz3jty5t7367hreu	351	46	verbs	verb	NNS
work_htfht4hrybdz3jty5t7367hreu	351	47	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	351	48	adverbs	adverb	NNS
work_htfht4hrybdz3jty5t7367hreu	351	49	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	351	50	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	351	51	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	351	52	.	.	.
work_htfht4hrybdz3jty5t7367hreu	352	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	352	2	uses	use	VBZ
work_htfht4hrybdz3jty5t7367hreu	352	3	dif-	dif-	CC
work_htfht4hrybdz3jty5t7367hreu	352	4	ferent	ferent	JJ
work_htfht4hrybdz3jty5t7367hreu	352	5	generative	generative	JJ
work_htfht4hrybdz3jty5t7367hreu	352	6	routes	route	NNS
work_htfht4hrybdz3jty5t7367hreu	352	7	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	352	8	generate	generate	VB
work_htfht4hrybdz3jty5t7367hreu	352	9	topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	352	10	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	352	11	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	352	12	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	352	13	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	352	14	.	.	.
work_htfht4hrybdz3jty5t7367hreu	353	1	Their	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	353	2	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	353	3	associates	associate	VBZ
work_htfht4hrybdz3jty5t7367hreu	353	4	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	353	5	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	353	6	label	label	NN
work_htfht4hrybdz3jty5t7367hreu	353	7	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	353	8	equivalent	equivalent	JJ
work_htfht4hrybdz3jty5t7367hreu	353	9	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	353	10	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	353	11	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	353	12	label	label	NN
work_htfht4hrybdz3jty5t7367hreu	353	13	here	here	RB
work_htfht4hrybdz3jty5t7367hreu	353	14	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	353	15	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	353	16	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	353	17	document	document	NN
work_htfht4hrybdz3jty5t7367hreu	353	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	354	1	October	October	NNP
work_htfht4hrybdz3jty5t7367hreu	354	2	8	8	CD
work_htfht4hrybdz3jty5t7367hreu	354	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	354	4	2018	2018	CD
work_htfht4hrybdz3jty5t7367hreu	354	5	http://www.saifmohammad.com/Lexicons/Sentiment140-Lexicon-v0.1.zip	http://www.saifmohammad.com/Lexicons/Sentiment140-Lexicon-v0.1.zip	NNP
work_htfht4hrybdz3jty5t7367hreu	354	6	http://www.saifmohammad.com/Lexicons/Sentiment140-Lexicon-v0.1.zip	http://www.saifmohammad.com/Lexicons/Sentiment140-Lexicon-v0.1.zip	NNP
work_htfht4hrybdz3jty5t7367hreu	354	7	sLDA	slda	NN
work_htfht4hrybdz3jty5t7367hreu	354	8	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	354	9	Supervised	Supervised	NNP
work_htfht4hrybdz3jty5t7367hreu	354	10	LDA	LDA	NNP
work_htfht4hrybdz3jty5t7367hreu	354	11	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	354	12	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	354	13	Mcauliffe	Mcauliffe	NNP
work_htfht4hrybdz3jty5t7367hreu	354	14	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	354	15	Blei	Blei	NNP
work_htfht4hrybdz3jty5t7367hreu	354	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	354	17	2008	2008	CD
work_htfht4hrybdz3jty5t7367hreu	354	18	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	354	19	modified	modify	VBN
work_htfht4hrybdz3jty5t7367hreu	354	20	LDA	LDA	NNP
work_htfht4hrybdz3jty5t7367hreu	354	21	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	354	22	adding	add	VBG
work_htfht4hrybdz3jty5t7367hreu	354	23	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	354	24	observed	observed	JJ
work_htfht4hrybdz3jty5t7367hreu	354	25	response	response	NN
work_htfht4hrybdz3jty5t7367hreu	354	26	variable	variable	JJ
work_htfht4hrybdz3jty5t7367hreu	354	27	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	354	28	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	354	29	docu-	docu-	NN
work_htfht4hrybdz3jty5t7367hreu	354	30	ment	ment	NN
work_htfht4hrybdz3jty5t7367hreu	354	31	,	,	,
work_htfht4hrybdz3jty5t7367hreu	354	32	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	354	33	follows	follow	VBZ
work_htfht4hrybdz3jty5t7367hreu	354	34	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	354	35	Gaussian	gaussian	JJ
work_htfht4hrybdz3jty5t7367hreu	354	36	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	354	37	whose	whose	WP$
work_htfht4hrybdz3jty5t7367hreu	354	38	mean	mean	NN
work_htfht4hrybdz3jty5t7367hreu	354	39	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	354	40	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	354	41	averaged	average	VBN
work_htfht4hrybdz3jty5t7367hreu	354	42	weighed	weigh	VBN
work_htfht4hrybdz3jty5t7367hreu	354	43	sum	sum	NN
work_htfht4hrybdz3jty5t7367hreu	354	44	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	354	45	topic	topic	JJ
work_htfht4hrybdz3jty5t7367hreu	354	46	assignments	assignment	NNS
work_htfht4hrybdz3jty5t7367hreu	354	47	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	354	48	all	all	PDT
work_htfht4hrybdz3jty5t7367hreu	354	49	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	354	50	docu-	docu-	NN
work_htfht4hrybdz3jty5t7367hreu	354	51	ment	ment	NN
work_htfht4hrybdz3jty5t7367hreu	354	52	’s	’s	POS
work_htfht4hrybdz3jty5t7367hreu	354	53	tokens	token	NNS
work_htfht4hrybdz3jty5t7367hreu	354	54	.	.	.
work_htfht4hrybdz3jty5t7367hreu	355	1	To	to	TO
work_htfht4hrybdz3jty5t7367hreu	355	2	obtain	obtain	VB
work_htfht4hrybdz3jty5t7367hreu	355	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	355	4	ground	ground	NN
work_htfht4hrybdz3jty5t7367hreu	355	5	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	355	6	truth	truth	NN
work_htfht4hrybdz3jty5t7367hreu	355	7	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	355	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	355	9	evaluation	evaluation	NN
work_htfht4hrybdz3jty5t7367hreu	355	10	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	355	11	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	355	12	clas-	clas-	NNP
work_htfht4hrybdz3jty5t7367hreu	355	13	sification	sification	NNP
work_htfht4hrybdz3jty5t7367hreu	355	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	355	15	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	355	16	hired	hire	VBD
work_htfht4hrybdz3jty5t7367hreu	355	17	three	three	CD
work_htfht4hrybdz3jty5t7367hreu	355	18	senior	senior	JJ
work_htfht4hrybdz3jty5t7367hreu	355	19	undergraduate	undergraduate	JJ
work_htfht4hrybdz3jty5t7367hreu	355	20	students	student	NNS
work_htfht4hrybdz3jty5t7367hreu	355	21	,	,	,
work_htfht4hrybdz3jty5t7367hreu	355	22	who	who	WP
work_htfht4hrybdz3jty5t7367hreu	355	23	worked	work	VBD
work_htfht4hrybdz3jty5t7367hreu	355	24	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	355	25	NLP	NLP	NNP
work_htfht4hrybdz3jty5t7367hreu	355	26	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	355	27	related	relate	VBN
work_htfht4hrybdz3jty5t7367hreu	355	28	final	final	JJ
work_htfht4hrybdz3jty5t7367hreu	355	29	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	355	30	year	year	NN
work_htfht4hrybdz3jty5t7367hreu	355	31	projects	project	NNS
work_htfht4hrybdz3jty5t7367hreu	355	32	,	,	,
work_htfht4hrybdz3jty5t7367hreu	355	33	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	355	34	manually	manually	RB
work_htfht4hrybdz3jty5t7367hreu	355	35	anno-	anno-	VB
work_htfht4hrybdz3jty5t7367hreu	355	36	tate	tate	NNP
work_htfht4hrybdz3jty5t7367hreu	355	37	some	some	DT
work_htfht4hrybdz3jty5t7367hreu	355	38	randomly	randomly	RB
work_htfht4hrybdz3jty5t7367hreu	355	39	selected	select	VBN
work_htfht4hrybdz3jty5t7367hreu	355	40	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	355	41	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	355	42	Dataset	Dataset	NNP
work_htfht4hrybdz3jty5t7367hreu	355	43	II	II	NNP
work_htfht4hrybdz3jty5t7367hreu	355	44	.	.	.
work_htfht4hrybdz3jty5t7367hreu	356	1	Tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	356	2	were	be	VBD
work_htfht4hrybdz3jty5t7367hreu	356	3	discarded	discard	VBN
work_htfht4hrybdz3jty5t7367hreu	356	4	if	if	IN
work_htfht4hrybdz3jty5t7367hreu	356	5	there	there	EX
work_htfht4hrybdz3jty5t7367hreu	356	6	were	be	VBD
work_htfht4hrybdz3jty5t7367hreu	356	7	disagreement	disagreement	NN
work_htfht4hrybdz3jty5t7367hreu	356	8	among	among	IN
work_htfht4hrybdz3jty5t7367hreu	356	9	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	356	10	annota-	annota-	JJ
work_htfht4hrybdz3jty5t7367hreu	356	11	tors	tor	NNS
work_htfht4hrybdz3jty5t7367hreu	356	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	357	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	357	2	total	total	JJ
work_htfht4hrybdz3jty5t7367hreu	357	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	357	4	80	80	CD
work_htfht4hrybdz3jty5t7367hreu	357	5	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	357	6	were	be	VBD
work_htfht4hrybdz3jty5t7367hreu	357	7	discarded	discard	VBN
work_htfht4hrybdz3jty5t7367hreu	357	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	358	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	358	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	358	3	end	end	NN
work_htfht4hrybdz3jty5t7367hreu	358	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	358	5	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	358	6	kept	keep	VBD
work_htfht4hrybdz3jty5t7367hreu	358	7	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	358	8	to-	to-	XX
work_htfht4hrybdz3jty5t7367hreu	358	9	tal	tal	NN
work_htfht4hrybdz3jty5t7367hreu	358	10	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	358	11	1,000	1,000	CD
work_htfht4hrybdz3jty5t7367hreu	358	12	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	358	13	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	358	14	consists	consist	VBZ
work_htfht4hrybdz3jty5t7367hreu	358	15	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	358	16	748	748	CD
work_htfht4hrybdz3jty5t7367hreu	358	17	positive	positive	JJ
work_htfht4hrybdz3jty5t7367hreu	358	18	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	358	19	252	252	CD
work_htfht4hrybdz3jty5t7367hreu	358	20	neg-	neg-	RB
work_htfht4hrybdz3jty5t7367hreu	358	21	ative	ative	JJ
work_htfht4hrybdz3jty5t7367hreu	358	22	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	358	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	359	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	359	2	compare	compare	VBP
work_htfht4hrybdz3jty5t7367hreu	359	3	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	359	4	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	359	5	baselines	baseline	NNS
work_htfht4hrybdz3jty5t7367hreu	359	6	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	359	7	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	359	8	dataset	dataset	NN
work_htfht4hrybdz3jty5t7367hreu	359	9	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	359	10	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	359	11	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	359	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	360	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	360	2	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	360	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	360	4	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	360	5	use	use	VBP
work_htfht4hrybdz3jty5t7367hreu	360	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	360	7	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	360	8	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	360	9	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	360	10	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	360	11	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	360	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	361	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	361	2	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	361	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	361	4	there	there	EX
work_htfht4hrybdz3jty5t7367hreu	361	5	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	361	6	no	no	DT
work_htfht4hrybdz3jty5t7367hreu	361	7	restriction	restriction	NN
work_htfht4hrybdz3jty5t7367hreu	361	8	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	361	9	its	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	361	10	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	361	11	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	361	12	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	361	13	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	361	14	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	361	15	manually	manually	RB
work_htfht4hrybdz3jty5t7367hreu	361	16	go	go	VBP
work_htfht4hrybdz3jty5t7367hreu	361	17	through	through	IN
work_htfht4hrybdz3jty5t7367hreu	361	18	all	all	PDT
work_htfht4hrybdz3jty5t7367hreu	361	19	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	361	20	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	361	21	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	361	22	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	361	23	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	361	24	identify	identify	VB
work_htfht4hrybdz3jty5t7367hreu	361	25	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	361	26	likely	likely	JJ
work_htfht4hrybdz3jty5t7367hreu	361	27	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	361	28	Support	Support	NNP
work_htfht4hrybdz3jty5t7367hreu	361	29	’	'	''
work_htfht4hrybdz3jty5t7367hreu	361	30	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	361	31	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	361	32	Oppose	oppose	VB
work_htfht4hrybdz3jty5t7367hreu	361	33	’	'	''
work_htfht4hrybdz3jty5t7367hreu	361	34	stances	stance	NNS
work_htfht4hrybdz3jty5t7367hreu	361	35	.	.	.
work_htfht4hrybdz3jty5t7367hreu	362	1	Afterwards	afterwards	RB
work_htfht4hrybdz3jty5t7367hreu	362	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	362	3	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	362	4	document	document	NN
work_htfht4hrybdz3jty5t7367hreu	362	5	’s	’s	POS
work_htfht4hrybdz3jty5t7367hreu	362	6	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	362	7	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	362	8	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	362	9	identified	identify	VBN
work_htfht4hrybdz3jty5t7367hreu	362	10	accord-	accord-	NN
work_htfht4hrybdz3jty5t7367hreu	362	11	ingly	ingly	RB
work_htfht4hrybdz3jty5t7367hreu	362	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	363	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	363	2	VODUM	vodum	NN
work_htfht4hrybdz3jty5t7367hreu	363	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	363	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	363	5	number	number	NN
work_htfht4hrybdz3jty5t7367hreu	363	6	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	363	7	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	363	8	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	363	9	stances	stance	NNS
work_htfht4hrybdz3jty5t7367hreu	363	10	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	363	11	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	363	12	set	set	VBN
work_htfht4hrybdz3jty5t7367hreu	363	13	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	363	14	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	363	15	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	363	16	all	all	PDT
work_htfht4hrybdz3jty5t7367hreu	363	17	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	363	18	hyperparameters	hyperparameter	NNS
work_htfht4hrybdz3jty5t7367hreu	363	19	take	take	VBP
work_htfht4hrybdz3jty5t7367hreu	363	20	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	363	21	default	default	NN
work_htfht4hrybdz3jty5t7367hreu	363	22	setting	setting	NN
work_htfht4hrybdz3jty5t7367hreu	363	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	364	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	364	2	run	run	VBP
work_htfht4hrybdz3jty5t7367hreu	364	3	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	364	4	approach	approach	NN
work_htfht4hrybdz3jty5t7367hreu	364	5	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	364	6	20	20	CD
work_htfht4hrybdz3jty5t7367hreu	364	7	times	time	NNS
work_htfht4hrybdz3jty5t7367hreu	364	8	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	364	9	average	average	VB
work_htfht4hrybdz3jty5t7367hreu	364	10	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	364	11	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	364	12	results	result	VBZ
work_htfht4hrybdz3jty5t7367hreu	364	13	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	364	14	20	20	CD
work_htfht4hrybdz3jty5t7367hreu	364	15	such	such	JJ
work_htfht4hrybdz3jty5t7367hreu	364	16	runs	run	NNS
work_htfht4hrybdz3jty5t7367hreu	364	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	365	1	HASM	HASM	NNP
work_htfht4hrybdz3jty5t7367hreu	365	2	used	use	VBD
work_htfht4hrybdz3jty5t7367hreu	365	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	365	4	prior	prior	JJ
work_htfht4hrybdz3jty5t7367hreu	365	5	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	365	6	knowledge	knowledge	NN
work_htfht4hrybdz3jty5t7367hreu	365	7	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	365	8	set	set	VB
work_htfht4hrybdz3jty5t7367hreu	365	9	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	365	10	asym-	asym-	NN
work_htfht4hrybdz3jty5t7367hreu	365	11	metric	metric	JJ
work_htfht4hrybdz3jty5t7367hreu	365	12	Dirichlet	Dirichlet	NNP
work_htfht4hrybdz3jty5t7367hreu	365	13	prior	prior	RB
work_htfht4hrybdz3jty5t7367hreu	365	14	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	365	15	aspect	aspect	NN
work_htfht4hrybdz3jty5t7367hreu	365	16	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	365	17	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	365	18	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	365	19	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	365	20	distributions	distribution	NNS
work_htfht4hrybdz3jty5t7367hreu	365	21	.	.	.
work_htfht4hrybdz3jty5t7367hreu	366	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	366	2	more	more	JJR
work_htfht4hrybdz3jty5t7367hreu	366	3	details	detail	NNS
work_htfht4hrybdz3jty5t7367hreu	366	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	366	5	it	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	366	6	placed	place	VBD
work_htfht4hrybdz3jty5t7367hreu	366	7	higher	high	JJR
work_htfht4hrybdz3jty5t7367hreu	366	8	probabilities	probability	NNS
work_htfht4hrybdz3jty5t7367hreu	366	9	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	366	10	some	some	DT
work_htfht4hrybdz3jty5t7367hreu	366	11	polarity	polarity	NN
work_htfht4hrybdz3jty5t7367hreu	366	12	seed	seed	NN
work_htfht4hrybdz3jty5t7367hreu	366	13	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	366	14	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	366	15	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	366	16	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	366	17	given	give	VBN
work_htfht4hrybdz3jty5t7367hreu	366	18	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	366	19	lexicon	lexicon	NN
work_htfht4hrybdz3jty5t7367hreu	366	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	367	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	367	2	incorpora-	incorpora-	JJ
work_htfht4hrybdz3jty5t7367hreu	367	3	tion	tion	NN
work_htfht4hrybdz3jty5t7367hreu	367	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	367	5	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	367	6	kind	kind	NN
work_htfht4hrybdz3jty5t7367hreu	367	7	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	367	8	supervised	supervised	JJ
work_htfht4hrybdz3jty5t7367hreu	367	9	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	367	10	gave	give	VBD
work_htfht4hrybdz3jty5t7367hreu	367	11	them	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	367	12	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	367	13	edge	edge	NN
work_htfht4hrybdz3jty5t7367hreu	367	14	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	367	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	367	16	unsupervised	unsupervise	VBN
work_htfht4hrybdz3jty5t7367hreu	367	17	alternatives	alternative	NNS
work_htfht4hrybdz3jty5t7367hreu	367	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	368	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	368	2	order	order	NN
work_htfht4hrybdz3jty5t7367hreu	368	3	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	368	4	compare	compare	VB
work_htfht4hrybdz3jty5t7367hreu	368	5	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	368	6	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	368	7	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	368	8	HASM	HASM	NNP
work_htfht4hrybdz3jty5t7367hreu	368	9	fairly	fairly	RB
work_htfht4hrybdz3jty5t7367hreu	368	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	368	11	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	368	12	also	also	RB
work_htfht4hrybdz3jty5t7367hreu	368	13	experimented	experiment	VBD
work_htfht4hrybdz3jty5t7367hreu	368	14	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	368	15	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	368	16	variant	variant	NN
work_htfht4hrybdz3jty5t7367hreu	368	17	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	368	18	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	368	19	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	368	20	call	call	VB
work_htfht4hrybdz3jty5t7367hreu	368	21	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	368	22	pHOP	phop	NN
work_htfht4hrybdz3jty5t7367hreu	368	23	’	'	''
work_htfht4hrybdz3jty5t7367hreu	368	24	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	368	25	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	368	26	incorporating	incorporate	VBG
work_htfht4hrybdz3jty5t7367hreu	368	27	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	368	28	prior	prior	JJ
work_htfht4hrybdz3jty5t7367hreu	368	29	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	368	30	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	368	31	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	368	32	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	368	33	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	368	34	into	into	IN
work_htfht4hrybdz3jty5t7367hreu	368	35	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	368	36	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	368	37	.	.	.
work_htfht4hrybdz3jty5t7367hreu	369	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	369	2	prior	prior	JJ
work_htfht4hrybdz3jty5t7367hreu	369	3	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	369	4	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	369	5	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	369	6	derived	derive	VBN
work_htfht4hrybdz3jty5t7367hreu	369	7	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	369	8	either	either	DT
work_htfht4hrybdz3jty5t7367hreu	369	9	hashtags	hashtag	NNS
work_htfht4hrybdz3jty5t7367hreu	369	10	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	369	11	existing	exist	VBG
work_htfht4hrybdz3jty5t7367hreu	369	12	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	369	13	lexi-	lexi-	XX
work_htfht4hrybdz3jty5t7367hreu	369	14	cons	con	NNS
work_htfht4hrybdz3jty5t7367hreu	369	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	370	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	370	2	hashtags	hashtag	NNS
work_htfht4hrybdz3jty5t7367hreu	370	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	370	4	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	370	5	use	use	VBP
work_htfht4hrybdz3jty5t7367hreu	370	6	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	370	7	#	#	NNP
work_htfht4hrybdz3jty5t7367hreu	370	8	VoteTrump	VoteTrump	NNP
work_htfht4hrybdz3jty5t7367hreu	370	9	’	'	''
work_htfht4hrybdz3jty5t7367hreu	370	10	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	370	11	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	370	12	#	#	NNP
work_htfht4hrybdz3jty5t7367hreu	370	13	NeverHillary	NeverHillary	NNP
work_htfht4hrybdz3jty5t7367hreu	370	14	’	'	''
work_htfht4hrybdz3jty5t7367hreu	370	15	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	370	16	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	370	17	proxy	proxy	JJ
work_htfht4hrybdz3jty5t7367hreu	370	18	label	label	NN
work_htfht4hrybdz3jty5t7367hreu	370	19	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	370	20	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	370	21	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	370	22	Support	Support	NNP
work_htfht4hrybdz3jty5t7367hreu	370	23	’	'	''
work_htfht4hrybdz3jty5t7367hreu	370	24	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	370	25	,	,	,
work_htfht4hrybdz3jty5t7367hreu	370	26	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	370	27	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	370	28	#	#	NNP
work_htfht4hrybdz3jty5t7367hreu	370	29	VoteHillary	VoteHillary	NNP
work_htfht4hrybdz3jty5t7367hreu	370	30	’	'	''
work_htfht4hrybdz3jty5t7367hreu	370	31	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	370	32	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	370	33	#	#	NNP
work_htfht4hrybdz3jty5t7367hreu	370	34	NeverTrump	NeverTrump	NNP
work_htfht4hrybdz3jty5t7367hreu	370	35	’	'	''
work_htfht4hrybdz3jty5t7367hreu	370	36	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	370	37	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	370	38	proxy	proxy	JJ
work_htfht4hrybdz3jty5t7367hreu	370	39	label	label	NN
work_htfht4hrybdz3jty5t7367hreu	370	40	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	370	41	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	370	42	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	370	43	Oppose	Oppose	NNP
work_htfht4hrybdz3jty5t7367hreu	370	44	’	'	''
work_htfht4hrybdz3jty5t7367hreu	370	45	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	370	46	.	.	.
work_htfht4hrybdz3jty5t7367hreu	371	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	371	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	371	3	experiments	experiment	NNS
work_htfht4hrybdz3jty5t7367hreu	371	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	371	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	371	6	prior	prior	JJ
work_htfht4hrybdz3jty5t7367hreu	371	7	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	371	8	was	be	VBD
work_htfht4hrybdz3jty5t7367hreu	371	9	only	only	RB
work_htfht4hrybdz3jty5t7367hreu	371	10	utilized	utilize	VBN
work_htfht4hrybdz3jty5t7367hreu	371	11	during	during	IN
work_htfht4hrybdz3jty5t7367hreu	371	12	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	371	13	initialization	initialization	NN
work_htfht4hrybdz3jty5t7367hreu	371	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	371	15	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	371	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	371	17	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	371	18	Support	Support	NNP
work_htfht4hrybdz3jty5t7367hreu	371	19	’	'	''
work_htfht4hrybdz3jty5t7367hreu	371	20	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	371	21	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	371	22	Oppose	oppose	NN
work_htfht4hrybdz3jty5t7367hreu	371	23	’	'	''
work_htfht4hrybdz3jty5t7367hreu	371	24	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	371	25	were	be	VBD
work_htfht4hrybdz3jty5t7367hreu	371	26	assigned	assign	VBN
work_htfht4hrybdz3jty5t7367hreu	371	27	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	371	28	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	371	29	left	left	JJ
work_htfht4hrybdz3jty5t7367hreu	371	30	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	371	31	right	right	JJ
work_htfht4hrybdz3jty5t7367hreu	371	32	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	371	33	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	371	34	Level-2	Level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	371	35	,	,	,
work_htfht4hrybdz3jty5t7367hreu	371	36	respectively	respectively	RB
work_htfht4hrybdz3jty5t7367hreu	371	37	.	.	.
work_htfht4hrybdz3jty5t7367hreu	372	1	Furthermore	furthermore	RB
work_htfht4hrybdz3jty5t7367hreu	372	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	372	3	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	372	4	also	also	RB
work_htfht4hrybdz3jty5t7367hreu	372	5	utilize	utilize	VBP
work_htfht4hrybdz3jty5t7367hreu	372	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	372	7	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	372	8	prior	prior	JJ
work_htfht4hrybdz3jty5t7367hreu	372	9	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	372	10	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	372	11	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	372	12	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	372	13	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	372	14	obtained	obtain	VBN
work_htfht4hrybdz3jty5t7367hreu	372	15	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	372	16	Sentiment140Lex	sentiment140lex	ADD
work_htfht4hrybdz3jty5t7367hreu	372	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	373	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	373	2	consider	consider	VBP
work_htfht4hrybdz3jty5t7367hreu	373	3	those	those	DT
work_htfht4hrybdz3jty5t7367hreu	373	4	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	373	5	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	373	6	intensity	intensity	NN
work_htfht4hrybdz3jty5t7367hreu	373	7	larger	large	JJR
work_htfht4hrybdz3jty5t7367hreu	373	8	than	than	IN
work_htfht4hrybdz3jty5t7367hreu	373	9	1.0	1.0	CD
work_htfht4hrybdz3jty5t7367hreu	373	10	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	373	11	strong	strong	JJ
work_htfht4hrybdz3jty5t7367hreu	373	12	sen-	sen-	NN
work_htfht4hrybdz3jty5t7367hreu	373	13	timent	timent	JJ
work_htfht4hrybdz3jty5t7367hreu	373	14	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	373	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	374	1	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	374	2	restrict	restrict	VBP
work_htfht4hrybdz3jty5t7367hreu	374	3	those	those	DT
work_htfht4hrybdz3jty5t7367hreu	374	4	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	374	5	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	374	6	strong	strong	JJ
work_htfht4hrybdz3jty5t7367hreu	374	7	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	374	8	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	374	9	Sentiment140Lex	Sentiment140Lex	NNP
work_htfht4hrybdz3jty5t7367hreu	374	10	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	374	11	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	374	12	only	only	RB
work_htfht4hrybdz3jty5t7367hreu	374	13	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	374	14	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	374	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	374	16	Level-2	Level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	374	17	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	374	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	375	1	During	during	IN
work_htfht4hrybdz3jty5t7367hreu	375	2	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	375	3	initialization	initialization	NN
work_htfht4hrybdz3jty5t7367hreu	375	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	375	5	if	if	IN
work_htfht4hrybdz3jty5t7367hreu	375	6	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	375	7	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	375	8	has	have	VBZ
work_htfht4hrybdz3jty5t7367hreu	375	9	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	375	10	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	375	11	la-	la-	NN
work_htfht4hrybdz3jty5t7367hreu	375	12	bel	bel	NN
work_htfht4hrybdz3jty5t7367hreu	375	13	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	375	14	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	375	15	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	375	16	token	token	VBN
work_htfht4hrybdz3jty5t7367hreu	375	17	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	375	18	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	375	19	found	find	VBN
work_htfht4hrybdz3jty5t7367hreu	375	20	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	375	21	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	375	22	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	375	23	lexicon	lexicon	NN
work_htfht4hrybdz3jty5t7367hreu	375	24	,	,	,
work_htfht4hrybdz3jty5t7367hreu	375	25	then	then	RB
work_htfht4hrybdz3jty5t7367hreu	375	26	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	375	27	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	375	28	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	375	29	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	375	30	allocation	allocation	NN
work_htfht4hrybdz3jty5t7367hreu	375	31	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	375	32	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	375	33	kept	keep	VBN
work_htfht4hrybdz3jty5t7367hreu	375	34	.	.	.
work_htfht4hrybdz3jty5t7367hreu	376	1	Otherwise	otherwise	RB
work_htfht4hrybdz3jty5t7367hreu	376	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	376	3	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	376	4	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	376	5	or	or	CC
work_htfht4hrybdz3jty5t7367hreu	376	6	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	376	7	allocation	allocation	NN
work_htfht4hrybdz3jty5t7367hreu	376	8	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	376	9	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	376	10	randomly	randomly	RB
work_htfht4hrybdz3jty5t7367hreu	376	11	initialized	initialize	VBN
work_htfht4hrybdz3jty5t7367hreu	376	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	377	1	There	there	EX
work_htfht4hrybdz3jty5t7367hreu	377	2	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	377	3	about	about	RB
work_htfht4hrybdz3jty5t7367hreu	377	4	10	10	CD
work_htfht4hrybdz3jty5t7367hreu	377	5	%	%	NN
work_htfht4hrybdz3jty5t7367hreu	377	6	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	377	7	carrying	carry	VBG
work_htfht4hrybdz3jty5t7367hreu	377	8	proxy	proxy	NN
work_htfht4hrybdz3jty5t7367hreu	377	9	labels	label	NNS
work_htfht4hrybdz3jty5t7367hreu	377	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	377	11	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	377	12	1.15	1.15	CD
work_htfht4hrybdz3jty5t7367hreu	377	13	%	%	NN
work_htfht4hrybdz3jty5t7367hreu	377	14	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	377	15	found	find	VBN
work_htfht4hrybdz3jty5t7367hreu	377	16	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	377	17	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	377	18	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	377	19	lexicon	lexicon	NN
work_htfht4hrybdz3jty5t7367hreu	377	20	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	377	21	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	377	22	data	datum	NNS
work_htfht4hrybdz3jty5t7367hreu	377	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	378	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	378	2	sLDA	slda	NN
work_htfht4hrybdz3jty5t7367hreu	378	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	378	4	proxy	proxy	JJ
work_htfht4hrybdz3jty5t7367hreu	378	5	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	378	6	la-	la-	XX
work_htfht4hrybdz3jty5t7367hreu	378	7	bels	bel	NNS
work_htfht4hrybdz3jty5t7367hreu	378	8	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	378	9	treated	treat	VBN
work_htfht4hrybdz3jty5t7367hreu	378	10	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	378	11	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	378	12	observed	observed	JJ
work_htfht4hrybdz3jty5t7367hreu	378	13	response	response	NN
work_htfht4hrybdz3jty5t7367hreu	378	14	variables	variable	NNS
work_htfht4hrybdz3jty5t7367hreu	378	15	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	378	16	train	train	VB
work_htfht4hrybdz3jty5t7367hreu	378	17	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	378	18	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	378	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	379	1	Stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	379	2	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	379	3	results	result	NNS
work_htfht4hrybdz3jty5t7367hreu	379	4	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	379	5	presented	present	VBN
work_htfht4hrybdz3jty5t7367hreu	379	6	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	379	7	Figure	Figure	NNP
work_htfht4hrybdz3jty5t7367hreu	379	8	5	5	CD
work_htfht4hrybdz3jty5t7367hreu	379	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	380	1	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	380	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	380	3	VODUM	VODUM	NNP
work_htfht4hrybdz3jty5t7367hreu	380	4	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	380	5	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	380	6	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	380	7	all	all	DT
work_htfht4hrybdz3jty5t7367hreu	380	8	unsupervised	unsupervise	VBN
work_htfht4hrybdz3jty5t7367hreu	380	9	approaches	approach	NNS
work_htfht4hrybdz3jty5t7367hreu	380	10	without	without	IN
work_htfht4hrybdz3jty5t7367hreu	380	11	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	380	12	prior	prior	JJ
work_htfht4hrybdz3jty5t7367hreu	380	13	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	380	14	.	.	.
work_htfht4hrybdz3jty5t7367hreu	381	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	381	2	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	381	3	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	381	4	observed	observe	VBN
work_htfht4hrybdz3jty5t7367hreu	381	5	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	381	6	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	381	7	gives	give	VBZ
work_htfht4hrybdz3jty5t7367hreu	381	8	better	well	JJR
work_htfht4hrybdz3jty5t7367hreu	381	9	results	result	NNS
work_htfht4hrybdz3jty5t7367hreu	381	10	compared	compare	VBN
work_htfht4hrybdz3jty5t7367hreu	381	11	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	381	12	VODUM	VODUM	NNP
work_htfht4hrybdz3jty5t7367hreu	381	13	but	but	CC
work_htfht4hrybdz3jty5t7367hreu	381	14	VODUM	vodum	NN
work_htfht4hrybdz3jty5t7367hreu	381	15	tends	tend	VBZ
work_htfht4hrybdz3jty5t7367hreu	381	16	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	381	17	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	381	18	more	more	RBR
work_htfht4hrybdz3jty5t7367hreu	381	19	stable	stable	JJ
work_htfht4hrybdz3jty5t7367hreu	381	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	382	1	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	382	2	outperforms	outperform	VBZ
work_htfht4hrybdz3jty5t7367hreu	382	3	both	both	CC
work_htfht4hrybdz3jty5t7367hreu	382	4	HLDA	HLDA	NNS
work_htfht4hrybdz3jty5t7367hreu	382	5	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	382	6	VODUM	vodum	NN
work_htfht4hrybdz3jty5t7367hreu	382	7	.	.	.
work_htfht4hrybdz3jty5t7367hreu	383	1	Although	although	IN
work_htfht4hrybdz3jty5t7367hreu	383	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	383	3	best	good	JJS
work_htfht4hrybdz3jty5t7367hreu	383	4	performance	performance	NN
work_htfht4hrybdz3jty5t7367hreu	383	5	achieved	achieve	VBN
work_htfht4hrybdz3jty5t7367hreu	383	6	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	383	7	only	only	RB
work_htfht4hrybdz3jty5t7367hreu	383	8	about	about	RB
work_htfht4hrybdz3jty5t7367hreu	383	9	58	58	CD
work_htfht4hrybdz3jty5t7367hreu	383	10	%	%	NN
work_htfht4hrybdz3jty5t7367hreu	383	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	383	12	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	383	13	VODUM	vodum	NN
work_htfht4hrybdz3jty5t7367hreu	383	14	HLDA	HLDA	VBD
work_htfht4hrybdz3jty5t7367hreu	383	15	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	383	16	sLDA	slda	NN
work_htfht4hrybdz3jty5t7367hreu	383	17	HASM	hasm	NN
work_htfht4hrybdz3jty5t7367hreu	383	18	pHOP	phop	NN
work_htfht4hrybdz3jty5t7367hreu	383	19	Models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	383	20	0.50	0.50	CD
work_htfht4hrybdz3jty5t7367hreu	383	21	0.55	0.55	CD
work_htfht4hrybdz3jty5t7367hreu	383	22	0.60	0.60	CD
work_htfht4hrybdz3jty5t7367hreu	383	23	0.65	0.65	CD
work_htfht4hrybdz3jty5t7367hreu	383	24	0.70	0.70	CD
work_htfht4hrybdz3jty5t7367hreu	383	25	0.75	0.75	CD
work_htfht4hrybdz3jty5t7367hreu	383	26	0.80	0.80	CD
work_htfht4hrybdz3jty5t7367hreu	383	27	A	a	NN
work_htfht4hrybdz3jty5t7367hreu	383	28	c	c	NN
work_htfht4hrybdz3jty5t7367hreu	383	29	c	c	NN
work_htfht4hrybdz3jty5t7367hreu	383	30	u	u	NN
work_htfht4hrybdz3jty5t7367hreu	383	31	ra	ra	NNP
work_htfht4hrybdz3jty5t7367hreu	383	32	c	c	NNP
work_htfht4hrybdz3jty5t7367hreu	383	33	y	y	NNP
work_htfht4hrybdz3jty5t7367hreu	383	34	Figure	Figure	NNP
work_htfht4hrybdz3jty5t7367hreu	383	35	5	5	CD
work_htfht4hrybdz3jty5t7367hreu	383	36	:	:	:
work_htfht4hrybdz3jty5t7367hreu	383	37	Stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	383	38	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	383	39	accuracy	accuracy	NN
work_htfht4hrybdz3jty5t7367hreu	383	40	.	.	.
work_htfht4hrybdz3jty5t7367hreu	384	1	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	384	2	still	still	RB
work_htfht4hrybdz3jty5t7367hreu	384	3	noticeable	noticeable	JJ
work_htfht4hrybdz3jty5t7367hreu	384	4	given	give	VBN
work_htfht4hrybdz3jty5t7367hreu	384	5	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	384	6	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	384	7	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	384	8	totally	totally	RB
work_htfht4hrybdz3jty5t7367hreu	384	9	unsupervised	unsupervised	JJ
work_htfht4hrybdz3jty5t7367hreu	384	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	385	1	By	by	IN
work_htfht4hrybdz3jty5t7367hreu	385	2	incorporating	incorporate	VBG
work_htfht4hrybdz3jty5t7367hreu	385	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	385	4	prior	prior	JJ
work_htfht4hrybdz3jty5t7367hreu	385	5	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	385	6	into	into	IN
work_htfht4hrybdz3jty5t7367hreu	385	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	385	8	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	385	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	385	10	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	385	11	no-	no-	VBP
work_htfht4hrybdz3jty5t7367hreu	385	12	tice	tice	RB
work_htfht4hrybdz3jty5t7367hreu	385	13	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	385	14	significant	significant	JJ
work_htfht4hrybdz3jty5t7367hreu	385	15	boost	boost	NN
work_htfht4hrybdz3jty5t7367hreu	385	16	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	385	17	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	385	18	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	385	19	accuracy	accuracy	NN
work_htfht4hrybdz3jty5t7367hreu	385	20	where	where	WRB
work_htfht4hrybdz3jty5t7367hreu	385	21	pHOP	phop	NN
work_htfht4hrybdz3jty5t7367hreu	385	22	achieves	achieve	VBZ
work_htfht4hrybdz3jty5t7367hreu	385	23	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	385	24	accuracy	accuracy	NN
work_htfht4hrybdz3jty5t7367hreu	385	25	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	385	26	71	71	CD
work_htfht4hrybdz3jty5t7367hreu	385	27	%	%	NN
work_htfht4hrybdz3jty5t7367hreu	385	28	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	385	29	it	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	385	30	outperforms	outperform	VBZ
work_htfht4hrybdz3jty5t7367hreu	385	31	sLDA	slda	NN
work_htfht4hrybdz3jty5t7367hreu	385	32	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	385	33	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	385	34	%	%	NN
work_htfht4hrybdz3jty5t7367hreu	385	35	.	.	.
work_htfht4hrybdz3jty5t7367hreu	386	1	HASM	HASM	NNP
work_htfht4hrybdz3jty5t7367hreu	386	2	only	only	RB
work_htfht4hrybdz3jty5t7367hreu	386	3	achieves	achieve	VBZ
work_htfht4hrybdz3jty5t7367hreu	386	4	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	386	5	accuracy	accuracy	NN
work_htfht4hrybdz3jty5t7367hreu	386	6	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	386	7	60	60	CD
work_htfht4hrybdz3jty5t7367hreu	386	8	%	%	NN
work_htfht4hrybdz3jty5t7367hreu	386	9	since	since	IN
work_htfht4hrybdz3jty5t7367hreu	386	10	it	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	386	11	only	only	RB
work_htfht4hrybdz3jty5t7367hreu	386	12	utilizes	utilize	VBZ
work_htfht4hrybdz3jty5t7367hreu	386	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	386	14	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	386	15	lexicon	lexicon	NN
work_htfht4hrybdz3jty5t7367hreu	386	16	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	386	17	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	386	18	not	not	RB
work_htfht4hrybdz3jty5t7367hreu	386	19	benefit	benefit	VB
work_htfht4hrybdz3jty5t7367hreu	386	20	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	386	21	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	386	22	proxy	proxy	JJ
work_htfht4hrybdz3jty5t7367hreu	386	23	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	386	24	labels	label	NNS
work_htfht4hrybdz3jty5t7367hreu	386	25	due	due	JJ
work_htfht4hrybdz3jty5t7367hreu	386	26	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	386	27	its	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	386	28	unbounded	unbounded	JJ
work_htfht4hrybdz3jty5t7367hreu	386	29	aspect	aspect	NN
work_htfht4hrybdz3jty5t7367hreu	386	30	node	node	JJ
work_htfht4hrybdz3jty5t7367hreu	386	31	arrangement	arrangement	NN
work_htfht4hrybdz3jty5t7367hreu	386	32	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	386	33	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	386	34	sentence	sentence	NN
work_htfht4hrybdz3jty5t7367hreu	386	35	,	,	,
work_htfht4hrybdz3jty5t7367hreu	386	36	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	386	37	has	have	VBZ
work_htfht4hrybdz3jty5t7367hreu	386	38	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	386	39	follow	follow	VB
work_htfht4hrybdz3jty5t7367hreu	386	40	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	386	41	rCRP	rcrp	NN
work_htfht4hrybdz3jty5t7367hreu	386	42	.	.	.
work_htfht4hrybdz3jty5t7367hreu	387	1	4.5	4.5	CD
work_htfht4hrybdz3jty5t7367hreu	387	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	388	1	Qualitative	qualitative	JJ
work_htfht4hrybdz3jty5t7367hreu	388	2	Results	result	NNS
work_htfht4hrybdz3jty5t7367hreu	388	3	To	to	TO
work_htfht4hrybdz3jty5t7367hreu	388	4	evaluate	evaluate	VB
work_htfht4hrybdz3jty5t7367hreu	388	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	388	6	quality	quality	NN
work_htfht4hrybdz3jty5t7367hreu	388	7	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	388	8	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	388	9	hierarchies	hierarchy	NNS
work_htfht4hrybdz3jty5t7367hreu	388	10	discovered	discover	VBN
work_htfht4hrybdz3jty5t7367hreu	388	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	388	12	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	388	13	compare	compare	VBP
work_htfht4hrybdz3jty5t7367hreu	388	14	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	388	15	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	388	16	CATHY	CATHY	NNP
work_htfht4hrybdz3jty5t7367hreu	388	17	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	388	18	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	388	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	389	1	Figure	figure	NN
work_htfht4hrybdz3jty5t7367hreu	389	2	6	6	CD
work_htfht4hrybdz3jty5t7367hreu	389	3	illustrates	illustrate	VBZ
work_htfht4hrybdz3jty5t7367hreu	389	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	389	5	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	389	6	hierarchies	hierarchy	NNS
work_htfht4hrybdz3jty5t7367hreu	389	7	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	389	8	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	389	9	these	these	DT
work_htfht4hrybdz3jty5t7367hreu	389	10	three	three	CD
work_htfht4hrybdz3jty5t7367hreu	389	11	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	389	12	respec-	respec-	VBG
work_htfht4hrybdz3jty5t7367hreu	389	13	tively	tively	RB
work_htfht4hrybdz3jty5t7367hreu	389	14	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	389	15	Dataset	Dataset	NNP
work_htfht4hrybdz3jty5t7367hreu	389	16	I.	I.	NNP
work_htfht4hrybdz3jty5t7367hreu	390	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	390	2	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	390	3	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	390	4	observed	observe	VBN
work_htfht4hrybdz3jty5t7367hreu	390	5	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	390	6	CATHY	CATHY	NNP
work_htfht4hrybdz3jty5t7367hreu	390	7	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	390	8	dis-	dis-	VB
work_htfht4hrybdz3jty5t7367hreu	390	9	tinguish	tinguish	VB
work_htfht4hrybdz3jty5t7367hreu	390	10	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	390	11	opposing	oppose	VBG
work_htfht4hrybdz3jty5t7367hreu	390	12	stances	stance	NNS
work_htfht4hrybdz3jty5t7367hreu	390	13	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	390	14	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	390	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	390	16	but	but	CC
work_htfht4hrybdz3jty5t7367hreu	390	17	it	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	390	18	generated	generate	VBD
work_htfht4hrybdz3jty5t7367hreu	390	19	less	less	RBR
work_htfht4hrybdz3jty5t7367hreu	390	20	coherent	coherent	JJ
work_htfht4hrybdz3jty5t7367hreu	390	21	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	390	22	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	390	23	level-3	level-3	NNP
work_htfht4hrybdz3jty5t7367hreu	390	24	.	.	.
work_htfht4hrybdz3jty5t7367hreu	391	1	Oftentimes	Oftentimes	NNP
work_htfht4hrybdz3jty5t7367hreu	391	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	391	3	CATHY	CATHY	NNP
work_htfht4hrybdz3jty5t7367hreu	391	4	tends	tend	VBZ
work_htfht4hrybdz3jty5t7367hreu	391	5	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	391	6	group	group	NN
work_htfht4hrybdz3jty5t7367hreu	391	7	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	391	8	sharing	share	VBG
work_htfht4hrybdz3jty5t7367hreu	391	9	common	common	JJ
work_htfht4hrybdz3jty5t7367hreu	391	10	constituent	constituent	NN
work_htfht4hrybdz3jty5t7367hreu	391	11	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	391	12	into	into	IN
work_htfht4hrybdz3jty5t7367hreu	391	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	391	14	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	391	15	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	391	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	391	17	e.g.	e.g.	RB
work_htfht4hrybdz3jty5t7367hreu	391	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	391	19	Topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	391	20	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	391	21	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	391	22	4	4	CD
work_htfht4hrybdz3jty5t7367hreu	391	23	under	under	IN
work_htfht4hrybdz3jty5t7367hreu	391	24	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	391	25	right	right	JJ
work_htfht4hrybdz3jty5t7367hreu	391	26	branch	branch	NN
work_htfht4hrybdz3jty5t7367hreu	391	27	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	391	28	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	391	29	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	391	30	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	391	31	.	.	.
work_htfht4hrybdz3jty5t7367hreu	392	1	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	392	2	generates	generate	VBZ
work_htfht4hrybdz3jty5t7367hreu	392	3	more	more	RBR
work_htfht4hrybdz3jty5t7367hreu	392	4	sensible	sensible	JJ
work_htfht4hrybdz3jty5t7367hreu	392	5	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	392	6	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	392	7	level-3	level-3	NNP
work_htfht4hrybdz3jty5t7367hreu	392	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	393	1	However	however	RB
work_htfht4hrybdz3jty5t7367hreu	393	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	393	3	it	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	393	4	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	393	5	not	not	RB
work_htfht4hrybdz3jty5t7367hreu	393	6	able	able	JJ
work_htfht4hrybdz3jty5t7367hreu	393	7	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	393	8	distinguish	distinguish	VB
work_htfht4hrybdz3jty5t7367hreu	393	9	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	393	10	stances	stance	NNS
work_htfht4hrybdz3jty5t7367hreu	393	11	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	393	12	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	393	13	since	since	IN
work_htfht4hrybdz3jty5t7367hreu	393	14	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	393	15	num-	num-	NNP
work_htfht4hrybdz3jty5t7367hreu	393	16	ber	ber	NN
work_htfht4hrybdz3jty5t7367hreu	393	17	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	393	18	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	393	19	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	393	20	unconstrained	unconstrained	JJ
work_htfht4hrybdz3jty5t7367hreu	393	21	.	.	.
work_htfht4hrybdz3jty5t7367hreu	394	1	Also	also	RB
work_htfht4hrybdz3jty5t7367hreu	394	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	394	3	top	top	JJ
work_htfht4hrybdz3jty5t7367hreu	394	4	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	394	5	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	394	6	listed	list	VBN
work_htfht4hrybdz3jty5t7367hreu	394	7	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	394	8	level-3	level-3	NNP
work_htfht4hrybdz3jty5t7367hreu	394	9	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	394	10	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	394	11	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	394	12	dominated	dominate	VBN
work_htfht4hrybdz3jty5t7367hreu	394	13	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	394	14	unigrams	unigram	NNS
work_htfht4hrybdz3jty5t7367hreu	394	15	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	394	16	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	394	17	less	less	RBR
work_htfht4hrybdz3jty5t7367hreu	394	18	inter-	inter-	XX
work_htfht4hrybdz3jty5t7367hreu	394	19	pretable	pretable	JJ
work_htfht4hrybdz3jty5t7367hreu	394	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	395	1	This	this	DT
work_htfht4hrybdz3jty5t7367hreu	395	2	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	395	3	not	not	RB
work_htfht4hrybdz3jty5t7367hreu	395	4	surprising	surprising	JJ
work_htfht4hrybdz3jty5t7367hreu	395	5	since	since	IN
work_htfht4hrybdz3jty5t7367hreu	395	6	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	395	7	operates	operate	VBZ
work_htfht4hrybdz3jty5t7367hreu	395	8	under	under	IN
work_htfht4hrybdz3jty5t7367hreu	395	9	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	395	10	bag	bag	NN
work_htfht4hrybdz3jty5t7367hreu	395	11	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	395	12	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	395	13	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	395	14	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	395	15	assumption	assumption	NN
work_htfht4hrybdz3jty5t7367hreu	395	16	.	.	.
work_htfht4hrybdz3jty5t7367hreu	396	1	Phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	396	2	such	such	JJ
work_htfht4hrybdz3jty5t7367hreu	396	3	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	396	4	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	396	5	immigration	immigration	NN
work_htfht4hrybdz3jty5t7367hreu	396	6	pol-	pol-	NN
work_htfht4hrybdz3jty5t7367hreu	396	7	icy	icy	NN
work_htfht4hrybdz3jty5t7367hreu	396	8	’	'	''
work_htfht4hrybdz3jty5t7367hreu	396	9	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	396	10	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	396	11	immigration	immigration	NN
work_htfht4hrybdz3jty5t7367hreu	396	12	control	control	NN
work_htfht4hrybdz3jty5t7367hreu	396	13	’	'	''
work_htfht4hrybdz3jty5t7367hreu	396	14	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	396	15	treated	treat	VBN
work_htfht4hrybdz3jty5t7367hreu	396	16	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	396	17	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	396	18	distinct	distinct	JJ
work_htfht4hrybdz3jty5t7367hreu	396	19	tokens	token	NNS
work_htfht4hrybdz3jty5t7367hreu	396	20	although	although	IN
work_htfht4hrybdz3jty5t7367hreu	396	21	they	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	396	22	share	share	VBP
work_htfht4hrybdz3jty5t7367hreu	396	23	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	396	24	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	396	25	constituent	constituent	NN
work_htfht4hrybdz3jty5t7367hreu	396	26	word	word	NN
work_htfht4hrybdz3jty5t7367hreu	396	27	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	396	28	immigration	immigration	NN
work_htfht4hrybdz3jty5t7367hreu	396	29	’	'	''
work_htfht4hrybdz3jty5t7367hreu	396	30	.	.	.
work_htfht4hrybdz3jty5t7367hreu	397	1	Hence	hence	RB
work_htfht4hrybdz3jty5t7367hreu	397	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	397	3	running	run	VBG
work_htfht4hrybdz3jty5t7367hreu	397	4	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	397	5	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	397	6	data	datum	NNS
work_htfht4hrybdz3jty5t7367hreu	397	7	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	397	8	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	397	9	identified	identify	VBN
work_htfht4hrybdz3jty5t7367hreu	397	10	suffers	suffer	NNS
work_htfht4hrybdz3jty5t7367hreu	397	11	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	397	12	more	more	JJR
work_htfht4hrybdz3jty5t7367hreu	397	13	severe	severe	JJ
work_htfht4hrybdz3jty5t7367hreu	397	14	data	datum	NNS
work_htfht4hrybdz3jty5t7367hreu	397	15	sparsity	sparsity	NN
work_htfht4hrybdz3jty5t7367hreu	397	16	as	as	IN
work_htfht4hrybdz3jty5t7367hreu	397	17	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	397	18	vocabulary	vocabulary	NN
work_htfht4hrybdz3jty5t7367hreu	397	19	size	size	NN
work_htfht4hrybdz3jty5t7367hreu	397	20	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	397	21	signif-	signif-	NNP
work_htfht4hrybdz3jty5t7367hreu	397	22	icantly	icantly	RB
work_htfht4hrybdz3jty5t7367hreu	397	23	enlarged	enlarge	VBD
work_htfht4hrybdz3jty5t7367hreu	397	24	.	.	.
work_htfht4hrybdz3jty5t7367hreu	398	1	On	on	IN
work_htfht4hrybdz3jty5t7367hreu	398	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	398	3	contrary	contrary	NN
work_htfht4hrybdz3jty5t7367hreu	398	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	398	5	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	398	6	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	398	7	observe	observe	VB
work_htfht4hrybdz3jty5t7367hreu	398	8	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	398	9	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	398	10	generates	generate	VBZ
work_htfht4hrybdz3jty5t7367hreu	398	11	more	more	RBR
work_htfht4hrybdz3jty5t7367hreu	398	12	distinct	distinct	JJ
work_htfht4hrybdz3jty5t7367hreu	398	13	opinions7	opinions7	NN
work_htfht4hrybdz3jty5t7367hreu	398	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	398	15	especially	especially	RB
work_htfht4hrybdz3jty5t7367hreu	398	16	at	at	IN
work_htfht4hrybdz3jty5t7367hreu	398	17	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	398	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	399	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	399	2	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	399	3	also	also	RB
work_htfht4hrybdz3jty5t7367hreu	399	4	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	399	5	observed	observe	VBN
work_htfht4hrybdz3jty5t7367hreu	399	6	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	399	7	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	399	8	has	have	VBZ
work_htfht4hrybdz3jty5t7367hreu	399	9	more	more	JJR
work_htfht4hrybdz3jty5t7367hreu	399	10	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	399	11	appeared	appear	VBN
work_htfht4hrybdz3jty5t7367hreu	399	12	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	399	13	its	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	399	14	level-3	level-3	NNP
work_htfht4hrybdz3jty5t7367hreu	399	15	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	399	16	com-	com-	NN
work_htfht4hrybdz3jty5t7367hreu	399	17	pared	pare	VBD
work_htfht4hrybdz3jty5t7367hreu	399	18	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	399	19	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	399	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	400	1	Overall	overall	JJ
work_htfht4hrybdz3jty5t7367hreu	400	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	400	3	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	400	4	offers	offer	VBZ
work_htfht4hrybdz3jty5t7367hreu	400	5	better	well	JJR
work_htfht4hrybdz3jty5t7367hreu	400	6	interpretability	interpretability	NN
work_htfht4hrybdz3jty5t7367hreu	400	7	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	400	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	400	9	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	400	10	discovered	discover	VBD
work_htfht4hrybdz3jty5t7367hreu	400	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	401	1	Moreover	moreover	RB
work_htfht4hrybdz3jty5t7367hreu	401	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	401	3	when	when	WRB
work_htfht4hrybdz3jty5t7367hreu	401	4	examining	examine	VBG
work_htfht4hrybdz3jty5t7367hreu	401	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	401	6	hierar-	hierar-	NNP
work_htfht4hrybdz3jty5t7367hreu	401	7	chical	chical	NNP
work_htfht4hrybdz3jty5t7367hreu	401	8	topic	topic	NNP
work_htfht4hrybdz3jty5t7367hreu	401	9	assignment	assignment	NN
work_htfht4hrybdz3jty5t7367hreu	401	10	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	401	11	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	401	12	individual	individual	JJ
work_htfht4hrybdz3jty5t7367hreu	401	13	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	401	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	401	15	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	401	16	notice	notice	VBP
work_htfht4hrybdz3jty5t7367hreu	401	17	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	401	18	7We	7we	CD
work_htfht4hrybdz3jty5t7367hreu	401	19	manually	manually	RB
work_htfht4hrybdz3jty5t7367hreu	401	20	add	add	VB
work_htfht4hrybdz3jty5t7367hreu	401	21	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	401	22	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	401	23	labels	label	NNS
work_htfht4hrybdz3jty5t7367hreu	401	24	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	401	25	bold	bold	JJ
work_htfht4hrybdz3jty5t7367hreu	401	26	face	face	NN
work_htfht4hrybdz3jty5t7367hreu	401	27	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	401	28	easy	easy	JJ
work_htfht4hrybdz3jty5t7367hreu	401	29	understanding	understanding	NN
work_htfht4hrybdz3jty5t7367hreu	401	30	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	401	31	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	401	32	results	result	NNS
work_htfht4hrybdz3jty5t7367hreu	401	33	.	.	.
work_htfht4hrybdz3jty5t7367hreu	402	1	October	October	NNP
work_htfht4hrybdz3jty5t7367hreu	402	2	8	8	CD
work_htfht4hrybdz3jty5t7367hreu	402	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	402	4	2018	2018	CD
work_htfht4hrybdz3jty5t7367hreu	402	5	CATHY	CATHY	NNP
work_htfht4hrybdz3jty5t7367hreu	402	6	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	402	7	vote	vote	NN
work_htfht4hrybdz3jty5t7367hreu	402	8	leave	leave	NN
work_htfht4hrybdz3jty5t7367hreu	402	9	EU	EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	10	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	402	11	remain	remain	VB
work_htfht4hrybdz3jty5t7367hreu	402	12	referendum	referendum	NN
work_htfht4hrybdz3jty5t7367hreu	402	13	UK	UK	NNP
work_htfht4hrybdz3jty5t7367hreu	402	14	stay	stay	VB
work_htfht4hrybdz3jty5t7367hreu	402	15	country	country	NN
work_htfht4hrybdz3jty5t7367hreu	402	16	Britain	Britain	NNP
work_htfht4hrybdz3jty5t7367hreu	402	17	support	support	NN
work_htfht4hrybdz3jty5t7367hreu	402	18	against	against	IN
work_htfht4hrybdz3jty5t7367hreu	402	19	remain	remain	VBP
work_htfht4hrybdz3jty5t7367hreu	402	20	stay	stay	NNP
work_htfht4hrybdz3jty5t7367hreu	402	21	life	life	NN
work_htfht4hrybdz3jty5t7367hreu	402	22	house	house	NN
work_htfht4hrybdz3jty5t7367hreu	402	23	place	place	NN
work_htfht4hrybdz3jty5t7367hreu	402	24	live	live	VBP
work_htfht4hrybdz3jty5t7367hreu	402	25	long	long	RB
work_htfht4hrybdz3jty5t7367hreu	402	26	today	today	NN
work_htfht4hrybdz3jty5t7367hreu	402	27	safe	safe	JJ
work_htfht4hrybdz3jty5t7367hreu	402	28	night	night	NN
work_htfht4hrybdz3jty5t7367hreu	402	29	immigration	immigration	NN
work_htfht4hrybdz3jty5t7367hreu	402	30	government	government	NN
work_htfht4hrybdz3jty5t7367hreu	402	31	public	public	JJ
work_htfht4hrybdz3jty5t7367hreu	402	32	services	service	NNS
work_htfht4hrybdz3jty5t7367hreu	402	33	economy	economy	NN
work_htfht4hrybdz3jty5t7367hreu	402	34	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	402	35	campaign	campaign	VB
work_htfht4hrybdz3jty5t7367hreu	402	36	human	human	JJ
work_htfht4hrybdz3jty5t7367hreu	402	37	rights	right	NNS
work_htfht4hrybdz3jty5t7367hreu	402	38	western	western	JJ
work_htfht4hrybdz3jty5t7367hreu	402	39	political	political	JJ
work_htfht4hrybdz3jty5t7367hreu	402	40	sovereignty	sovereignty	NN
work_htfht4hrybdz3jty5t7367hreu	402	41	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	402	42	economy	economy	NN
work_htfht4hrybdz3jty5t7367hreu	402	43	trade_deals	trade_deal	VBZ
work_htfht4hrybdz3jty5t7367hreu	402	44	markets	market	VBZ
work_htfht4hrybdz3jty5t7367hreu	402	45	economic_recession	economic_recession	NN
work_htfht4hrybdz3jty5t7367hreu	402	46	jobs	job	NNS
work_htfht4hrybdz3jty5t7367hreu	402	47	workers_rights	workers_rights	CD
work_htfht4hrybdz3jty5t7367hreu	402	48	pound	pound	NN
work_htfht4hrybdz3jty5t7367hreu	402	49	bank_England	bank_england	NN
work_htfht4hrybdz3jty5t7367hreu	402	50	wages_rise	wages_rise	NNP
work_htfht4hrybdz3jty5t7367hreu	402	51	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	402	52	immigration	immigration	NN
work_htfht4hrybdz3jty5t7367hreu	402	53	EU	EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	54	control	control	NN
work_htfht4hrybdz3jty5t7367hreu	402	55	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	402	56	leave	leave	VB
work_htfht4hrybdz3jty5t7367hreu	402	57	migration	migration	NN
work_htfht4hrybdz3jty5t7367hreu	402	58	control_borders	control_border	NNS
work_htfht4hrybdz3jty5t7367hreu	402	59	migrants	migrant	NNS
work_htfht4hrybdz3jty5t7367hreu	402	60	immigrants	immigrant	NNS
work_htfht4hrybdz3jty5t7367hreu	402	61	immigration_control	immigration_control	NNP
work_htfht4hrybdz3jty5t7367hreu	402	62	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	402	63	Labour	Labour	NNP
work_htfht4hrybdz3jty5t7367hreu	402	64	leave	leave	NN
work_htfht4hrybdz3jty5t7367hreu	402	65	Cameron	Cameron	NNP
work_htfht4hrybdz3jty5t7367hreu	402	66	EU	EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	67	tory	tory	NN
work_htfht4hrybdz3jty5t7367hreu	402	68	Osborne	Osborne	NNP
work_htfht4hrybdz3jty5t7367hreu	402	69	prime_minister	prime_minister	NNP
work_htfht4hrybdz3jty5t7367hreu	402	70	government	government	NN
work_htfht4hrybdz3jty5t7367hreu	402	71	party	party	NN
work_htfht4hrybdz3jty5t7367hreu	402	72	EU	EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	73	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	402	74	leave	leave	VB
work_htfht4hrybdz3jty5t7367hreu	402	75	NHS	NHS	NNP
work_htfht4hrybdz3jty5t7367hreu	402	76	money	money	NN
work_htfht4hrybdz3jty5t7367hreu	402	77	pay	pay	NN
work_htfht4hrybdz3jty5t7367hreu	402	78	cost	cost	NN
work_htfht4hrybdz3jty5t7367hreu	402	79	tax	tax	NN
work_htfht4hrybdz3jty5t7367hreu	402	80	public_services	public_service	NNS
work_htfht4hrybdz3jty5t7367hreu	402	81	spend	spend	VBP
work_htfht4hrybdz3jty5t7367hreu	402	82	race	race	NN
work_htfht4hrybdz3jty5t7367hreu	402	83	muslim	muslim	NNP
work_htfht4hrybdz3jty5t7367hreu	402	84	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	402	85	human_rights	human_rights	NNPS
work_htfht4hrybdz3jty5t7367hreu	402	86	Obama	Obama	NNP
work_htfht4hrybdz3jty5t7367hreu	402	87	president	president	NN
work_htfht4hrybdz3jty5t7367hreu	402	88	touch	touch	NN
work_htfht4hrybdz3jty5t7367hreu	402	89	open_borders	open_borders	NNP
work_htfht4hrybdz3jty5t7367hreu	402	90	Hillary	Hillary	NNP
work_htfht4hrybdz3jty5t7367hreu	402	91	white	white	JJ
work_htfht4hrybdz3jty5t7367hreu	402	92	EU	EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	93	vote	vote	NN
work_htfht4hrybdz3jty5t7367hreu	402	94	Europe	Europe	NNP
work_htfht4hrybdz3jty5t7367hreu	402	95	England	England	NNP
work_htfht4hrybdz3jty5t7367hreu	402	96	France	France	NNP
work_htfht4hrybdz3jty5t7367hreu	402	97	status_quo	status_quo	NNP
work_htfht4hrybdz3jty5t7367hreu	402	98	member_states	member_states	NNP
work_htfht4hrybdz3jty5t7367hreu	402	99	German	German	NNP
work_htfht4hrybdz3jty5t7367hreu	402	100	European_Union	european_union	NN
work_htfht4hrybdz3jty5t7367hreu	402	101	western_political	western_political	JJ
work_htfht4hrybdz3jty5t7367hreu	402	102	unelected	unelected	JJ
work_htfht4hrybdz3jty5t7367hreu	402	103	democracy	democracy	NN
work_htfht4hrybdz3jty5t7367hreu	402	104	freedom_movement	freedom_movement	NNP
work_htfht4hrybdz3jty5t7367hreu	402	105	stay	stay	VB
work_htfht4hrybdz3jty5t7367hreu	402	106	parliament	parliament	NN
work_htfht4hrybdz3jty5t7367hreu	402	107	Scottish_independence	scottish_independence	NN
work_htfht4hrybdz3jty5t7367hreu	402	108	laws	law	NNS
work_htfht4hrybdz3jty5t7367hreu	402	109	sovereignty	sovereignty	NN
work_htfht4hrybdz3jty5t7367hreu	402	110	control	control	NN
work_htfht4hrybdz3jty5t7367hreu	402	111	general_election	general_election	NN
work_htfht4hrybdz3jty5t7367hreu	402	112	EU	EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	113	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	402	114	vote_leave	vote_leave	NNP
work_htfht4hrybdz3jty5t7367hreu	402	115	UK	UK	NNP
work_htfht4hrybdz3jty5t7367hreu	402	116	Britain	Britain	NNP
work_htfht4hrybdz3jty5t7367hreu	402	117	trade	trade	NN
work_htfht4hrybdz3jty5t7367hreu	402	118	economy	economy	NN
work_htfht4hrybdz3jty5t7367hreu	402	119	leaving	leave	VBG
work_htfht4hrybdz3jty5t7367hreu	402	120	jobs	job	NNS
work_htfht4hrybdz3jty5t7367hreu	402	121	Europe	Europe	NNP
work_htfht4hrybdz3jty5t7367hreu	402	122	Brexit_campaign	brexit_campaign	NN
work_htfht4hrybdz3jty5t7367hreu	402	123	lies	lie	VBZ
work_htfht4hrybdz3jty5t7367hreu	402	124	remain	remain	VBP
work_htfht4hrybdz3jty5t7367hreu	402	125	facts	fact	NNS
work_htfht4hrybdz3jty5t7367hreu	402	126	read	read	VBN
work_htfht4hrybdz3jty5t7367hreu	402	127	Jo_Cox_murder	Jo_Cox_murder	NNP
work_htfht4hrybdz3jty5t7367hreu	402	128	debate	debate	NN
work_htfht4hrybdz3jty5t7367hreu	402	129	Boris_Johnson	boris_johnson	JJ
work_htfht4hrybdz3jty5t7367hreu	402	130	truth	truth	NN
work_htfht4hrybdz3jty5t7367hreu	402	131	Farage	Farage	NNP
work_htfht4hrybdz3jty5t7367hreu	402	132	leave	leave	NN
work_htfht4hrybdz3jty5t7367hreu	402	133	EU	EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	134	vote	vote	NN
work_htfht4hrybdz3jty5t7367hreu	402	135	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	402	136	stay	stay	VB
work_htfht4hrybdz3jty5t7367hreu	402	137	referendum	referendum	NN
work_htfht4hrybdz3jty5t7367hreu	402	138	UK	UK	NNP
work_htfht4hrybdz3jty5t7367hreu	402	139	country	country	NN
work_htfht4hrybdz3jty5t7367hreu	402	140	remain	remain	VBP
work_htfht4hrybdz3jty5t7367hreu	402	141	happen	happen	VB
work_htfht4hrybdz3jty5t7367hreu	402	142	EU	EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	143	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	402	144	UK	UK	NNP
work_htfht4hrybdz3jty5t7367hreu	402	145	leave	leave	VB
work_htfht4hrybdz3jty5t7367hreu	402	146	leaving	leave	VBG
work_htfht4hrybdz3jty5t7367hreu	402	147	trade	trade	NN
work_htfht4hrybdz3jty5t7367hreu	402	148	Britain	Britain	NNP
work_htfht4hrybdz3jty5t7367hreu	402	149	remain	remain	VB
work_htfht4hrybdz3jty5t7367hreu	402	150	economy	economy	NN
work_htfht4hrybdz3jty5t7367hreu	402	151	immigration	immigration	NN
work_htfht4hrybdz3jty5t7367hreu	402	152	stay	stay	VB
work_htfht4hrybdz3jty5t7367hreu	402	153	wait	wait	VB
work_htfht4hrybdz3jty5t7367hreu	402	154	long	long	JJ
work_htfht4hrybdz3jty5t7367hreu	402	155	place	place	NN
work_htfht4hrybdz3jty5t7367hreu	402	156	life	life	NN
work_htfht4hrybdz3jty5t7367hreu	402	157	man	man	NN
work_htfht4hrybdz3jty5t7367hreu	402	158	forever	forever	RB
work_htfht4hrybdz3jty5t7367hreu	402	159	love	love	VBP
work_htfht4hrybdz3jty5t7367hreu	402	160	longer	long	RBR
work_htfht4hrybdz3jty5t7367hreu	402	161	friends	friend	NNS
work_htfht4hrybdz3jty5t7367hreu	402	162	EU	EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	163	control	control	NN
work_htfht4hrybdz3jty5t7367hreu	402	164	Cameron	Cameron	NNP
work_htfht4hrybdz3jty5t7367hreu	402	165	deal	deal	NN
work_htfht4hrybdz3jty5t7367hreu	402	166	immigration	immigration	NN
work_htfht4hrybdz3jty5t7367hreu	402	167	government	government	NN
work_htfht4hrybdz3jty5t7367hreu	402	168	tory	tory	NN
work_htfht4hrybdz3jty5t7367hreu	402	169	reform	reform	NN
work_htfht4hrybdz3jty5t7367hreu	402	170	veto	veto	NN
work_htfht4hrybdz3jty5t7367hreu	402	171	PM	PM	NNP
work_htfht4hrybdz3jty5t7367hreu	402	172	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	402	173	Britain	Britain	NNP
work_htfht4hrybdz3jty5t7367hreu	402	174	economy	economy	NN
work_htfht4hrybdz3jty5t7367hreu	402	175	market	market	NN
work_htfht4hrybdz3jty5t7367hreu	402	176	industry	industry	NN
work_htfht4hrybdz3jty5t7367hreu	402	177	warns	warn	VBZ
work_htfht4hrybdz3jty5t7367hreu	402	178	business	business	NN
work_htfht4hrybdz3jty5t7367hreu	402	179	world	world	NN
work_htfht4hrybdz3jty5t7367hreu	402	180	markets	market	NNS
work_htfht4hrybdz3jty5t7367hreu	402	181	businesses	business	NNS
work_htfht4hrybdz3jty5t7367hreu	402	182	cost	cost	VBP
work_htfht4hrybdz3jty5t7367hreu	402	183	funding	funding	NN
work_htfht4hrybdz3jty5t7367hreu	402	184	pay	pay	NN
work_htfht4hrybdz3jty5t7367hreu	402	185	spend	spend	NN
work_htfht4hrybdz3jty5t7367hreu	402	186	paid	pay	VBN
work_htfht4hrybdz3jty5t7367hreu	402	187	housing	housing	NN
work_htfht4hrybdz3jty5t7367hreu	402	188	increase	increase	NN
work_htfht4hrybdz3jty5t7367hreu	402	189	extra	extra	JJ
work_htfht4hrybdz3jty5t7367hreu	402	190	higher	high	JJR
work_htfht4hrybdz3jty5t7367hreu	402	191	immigrants	immigrant	NNS
work_htfht4hrybdz3jty5t7367hreu	402	192	stay	stay	VBP
work_htfht4hrybdz3jty5t7367hreu	402	193	house	house	NN
work_htfht4hrybdz3jty5t7367hreu	402	194	lol	lol	NNP
work_htfht4hrybdz3jty5t7367hreu	402	195	safe	safe	NNP
work_htfht4hrybdz3jty5t7367hreu	402	196	wanna	wanna	NNP
work_htfht4hrybdz3jty5t7367hreu	402	197	gon	go	NNP
work_htfht4hrybdz3jty5t7367hreu	402	198	na	to	IN
work_htfht4hrybdz3jty5t7367hreu	402	199	forever	forever	RB
work_htfht4hrybdz3jty5t7367hreu	402	200	happy	happy	JJ
work_htfht4hrybdz3jty5t7367hreu	402	201	live	live	JJ
work_htfht4hrybdz3jty5t7367hreu	402	202	hate	hate	NNP
work_htfht4hrybdz3jty5t7367hreu	402	203	mayor	mayor	NNP
work_htfht4hrybdz3jty5t7367hreu	402	204	win	win	NNP
work_htfht4hrybdz3jty5t7367hreu	402	205	gold	gold	NN
work_htfht4hrybdz3jty5t7367hreu	402	206	para	para	NNP
work_htfht4hrybdz3jty5t7367hreu	402	207	DA	DA	NNP
work_htfht4hrybdz3jty5t7367hreu	402	208	middle	middle	NNP
work_htfht4hrybdz3jty5t7367hreu	402	209	mayoral	mayoral	JJ
work_htfht4hrybdz3jty5t7367hreu	402	210	ref	ref	NN
work_htfht4hrybdz3jty5t7367hreu	402	211	bath	bath	NN
work_htfht4hrybdz3jty5t7367hreu	402	212	grave	grave	NN
work_htfht4hrybdz3jty5t7367hreu	402	213	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	402	214	EU	EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	215	leave	leave	VBP
work_htfht4hrybdz3jty5t7367hreu	402	216	vote	vote	NN
work_htfht4hrybdz3jty5t7367hreu	402	217	UK	UK	NNP
work_htfht4hrybdz3jty5t7367hreu	402	218	stay	stay	VB
work_htfht4hrybdz3jty5t7367hreu	402	219	Britain	Britain	NNP
work_htfht4hrybdz3jty5t7367hreu	402	220	remain	remain	VBP
work_htfht4hrybdz3jty5t7367hreu	402	221	life	life	NN
work_htfht4hrybdz3jty5t7367hreu	402	222	referendum	referendum	NN
work_htfht4hrybdz3jty5t7367hreu	402	223	leave_EU	leave_EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	224	vote_leave	vote_leave	NNP
work_htfht4hrybdz3jty5t7367hreu	402	225	UK_EU	UK_EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	226	EU_referendum	EU_referendum	NNP
work_htfht4hrybdz3jty5t7367hreu	402	227	Brexit_UK	brexit_uk	VB
work_htfht4hrybdz3jty5t7367hreu	402	228	vote_leave_EU	vote_leave_EU	:
work_htfht4hrybdz3jty5t7367hreu	402	229	stay	stay	NN
work_htfht4hrybdz3jty5t7367hreu	402	230	stay_EU	stay_eu	NN
work_htfht4hrybdz3jty5t7367hreu	402	231	stay_leave	stay_leave	NNP
work_htfht4hrybdz3jty5t7367hreu	402	232	stay_life	stay_life	NNP
work_htfht4hrybdz3jty5t7367hreu	402	233	vote_stay	vote_stay	NNP
work_htfht4hrybdz3jty5t7367hreu	402	234	Boris_Johnson	boris_johnson	NN
work_htfht4hrybdz3jty5t7367hreu	402	235	love_stay	love_stay	IN
work_htfht4hrybdz3jty5t7367hreu	402	236	Jo_Cox	Jo_Cox	NNP
work_htfht4hrybdz3jty5t7367hreu	402	237	leave_EU	leave_eu	JJ
work_htfht4hrybdz3jty5t7367hreu	402	238	vote_leave	vote_leave	NN
work_htfht4hrybdz3jty5t7367hreu	402	239	vote_leave_EU	vote_leave_EU	:
work_htfht4hrybdz3jty5t7367hreu	402	240	EU_referendum	EU_referendum	NNP
work_htfht4hrybdz3jty5t7367hreu	402	241	remain_leave	remain_leave	NN
work_htfht4hrybdz3jty5t7367hreu	402	242	vote_leave_remain	vote_leave_remain	VB
work_htfht4hrybdz3jty5t7367hreu	402	243	vote_EU_referendum	vote_eu_referendum	NN
work_htfht4hrybdz3jty5t7367hreu	402	244	vote_Brexit	vote_brexit	NN
work_htfht4hrybdz3jty5t7367hreu	402	245	UK_vote_leave	uk_vote_leave	UH
work_htfht4hrybdz3jty5t7367hreu	402	246	UK_leave_EU	UK_leave_EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	247	UK_EU	UK_EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	248	leave_EU	leave_eu	NN
work_htfht4hrybdz3jty5t7367hreu	402	249	UK_leave_EU	UK_leave_EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	250	Britain_EU	Britain_EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	251	EU_trade	EU_trade	NNP
work_htfht4hrybdz3jty5t7367hreu	402	252	leave_EU_trade	leave_EU_trade	NNP
work_htfht4hrybdz3jty5t7367hreu	402	253	Britain_leave_EU	Britain_leave_EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	254	David_Cameron_EU	David_Cameron_EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	255	Cameron_EU	cameron_eu	NN
work_htfht4hrybdz3jty5t7367hreu	402	256	rights_leave_EU	rights_leave_EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	257	prime_minister	prime_minister	NN
work_htfht4hrybdz3jty5t7367hreu	402	258	Michael_Gove	michael_gove	NN
work_htfht4hrybdz3jty5t7367hreu	402	259	leave_EU	leave_eu	JJ
work_htfht4hrybdz3jty5t7367hreu	402	260	post_Brexit	post_brexit	NN
work_htfht4hrybdz3jty5t7367hreu	402	261	EU_Brexit	EU_Brexit	``
work_htfht4hrybdz3jty5t7367hreu	402	262	EU_change	EU_change	NNP
work_htfht4hrybdz3jty5t7367hreu	402	263	George_Osborne	George_Osborne	NNP
work_htfht4hrybdz3jty5t7367hreu	402	264	project_fear	project_fear	NNP
work_htfht4hrybdz3jty5t7367hreu	402	265	Michael_gove_EU	Michael_gove_EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	266	Osborne_Brexit	osborne_brexit	JJ
work_htfht4hrybdz3jty5t7367hreu	402	267	stay_EU	stay_eu	NN
work_htfht4hrybdz3jty5t7367hreu	402	268	stay_life	stay_life	NN
work_htfht4hrybdz3jty5t7367hreu	402	269	stay_leave	stay_leave	NNP
work_htfht4hrybdz3jty5t7367hreu	402	270	vote_stay	vote_stay	NNP
work_htfht4hrybdz3jty5t7367hreu	402	271	stay_lane	stay_lane	NNP
work_htfht4hrybdz3jty5t7367hreu	402	272	stay_place	stay_place	NNP
work_htfht4hrybdz3jty5t7367hreu	402	273	leave_EU_stay	leave_eu_stay	VBP
work_htfht4hrybdz3jty5t7367hreu	402	274	stay_forever	stay_forever	NN
work_htfht4hrybdz3jty5t7367hreu	402	275	stay_long	stay_long	NN
work_htfht4hrybdz3jty5t7367hreu	402	276	UK_stay	UK_stay	NNP
work_htfht4hrybdz3jty5t7367hreu	402	277	love_stay	love_stay	NNP
work_htfht4hrybdz3jty5t7367hreu	402	278	check_latest_updates	check_latest_update	VBZ
work_htfht4hrybdz3jty5t7367hreu	402	279	stay_EU	stay_eu	NN
work_htfht4hrybdz3jty5t7367hreu	402	280	stay_house	stay_house	NNP
work_htfht4hrybdz3jty5t7367hreu	402	281	stay_home	stay_home	NNP
work_htfht4hrybdz3jty5t7367hreu	402	282	stay_safe	stay_safe	NNP
work_htfht4hrybdz3jty5t7367hreu	402	283	stay_room	stay_room	NNP
work_htfht4hrybdz3jty5t7367hreu	402	284	stay_leave	stay_leave	NNP
work_htfht4hrybdz3jty5t7367hreu	402	285	world_stay	world_stay	NNP
work_htfht4hrybdz3jty5t7367hreu	402	286	hope_stay	hope_stay	NNP
work_htfht4hrybdz3jty5t7367hreu	402	287	Boris_Johnson	boris_johnson	NN
work_htfht4hrybdz3jty5t7367hreu	402	288	Jo_Cox	jo_cox	NN
work_htfht4hrybdz3jty5t7367hreu	402	289	London_mayor	london_mayor	NN
work_htfht4hrybdz3jty5t7367hreu	402	290	Sadiq_Khan	Sadiq_Khan	NNP
work_htfht4hrybdz3jty5t7367hreu	402	291	Ruth_Davison	Ruth_Davison	NNP
work_htfht4hrybdz3jty5t7367hreu	402	292	leave_Boris_Johnson	leave_Boris_Johnson	NNP
work_htfht4hrybdz3jty5t7367hreu	402	293	Eddie_Izzard	eddie_izzard	NN
work_htfht4hrybdz3jty5t7367hreu	402	294	Bob_Geldof	bob_geldof	PRP$
work_htfht4hrybdz3jty5t7367hreu	402	295	stay_EU	stay_EU	NNP
work_htfht4hrybdz3jty5t7367hreu	402	296	Jo_Cox_murder	Jo_Cox_murder	NNP
work_htfht4hrybdz3jty5t7367hreu	402	297	Nigel_Farage	Nigel_Farage	NNP
work_htfht4hrybdz3jty5t7367hreu	402	298	vote_leave	vote_leave	NNP
work_htfht4hrybdz3jty5t7367hreu	402	299	stay_EU	stay_eu	NN
work_htfht4hrybdz3jty5t7367hreu	402	300	EU_eurovision	EU_eurovision	NNP
work_htfht4hrybdz3jty5t7367hreu	402	301	leave_EU	leave_eu	JJ
work_htfht4hrybdz3jty5t7367hreu	402	302	stay_moment	stay_moment	NNP
work_htfht4hrybdz3jty5t7367hreu	402	303	Amber_Rudd	amber_rudd	CD
work_htfht4hrybdz3jty5t7367hreu	402	304	leave_racist	leave_racist	NN
work_htfht4hrybdz3jty5t7367hreu	402	305	social_media_stay	social_media_stay	NN
work_htfht4hrybdz3jty5t7367hreu	402	306	vote_stay	vote_stay	NN
work_htfht4hrybdz3jty5t7367hreu	402	307	Brexit_UK	brexit_uk	JJ
work_htfht4hrybdz3jty5t7367hreu	402	308	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	402	309	EU_Brexit	EU_Brexit	NFP
work_htfht4hrybdz3jty5t7367hreu	402	310	leaving_EU	leaving_eu	NN
work_htfht4hrybdz3jty5t7367hreu	402	311	single_market	single_market	NN
work_htfht4hrybdz3jty5t7367hreu	402	312	EU_NHS	EU_NHS	NNP
work_htfht4hrybdz3jty5t7367hreu	402	313	EU_immigration	EU_immigration	NNP
work_htfht4hrybdz3jty5t7367hreu	402	314	Brexit_economy	brexit_economy	NN
work_htfht4hrybdz3jty5t7367hreu	402	315	EU_economy	EU_economy	NNP
work_htfht4hrybdz3jty5t7367hreu	402	316	control_immigration	control_immigration	NNP
work_htfht4hrybdz3jty5t7367hreu	402	317	Figure	Figure	NNP
work_htfht4hrybdz3jty5t7367hreu	402	318	6	6	CD
work_htfht4hrybdz3jty5t7367hreu	402	319	:	:	:
work_htfht4hrybdz3jty5t7367hreu	402	320	Opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	402	321	hierarchies	hierarchy	NNS
work_htfht4hrybdz3jty5t7367hreu	402	322	discovered	discover	VBN
work_htfht4hrybdz3jty5t7367hreu	402	323	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	402	324	CATHY	CATHY	NNP
work_htfht4hrybdz3jty5t7367hreu	402	325	,	,	,
work_htfht4hrybdz3jty5t7367hreu	402	326	HLDA	HLDA	NNP
work_htfht4hrybdz3jty5t7367hreu	402	327	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	402	328	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	402	329	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	402	330	Dataset	Dataset	NNP
work_htfht4hrybdz3jty5t7367hreu	402	331	I.	I.	NNP
work_htfht4hrybdz3jty5t7367hreu	402	332	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	402	333	many	many	JJ
work_htfht4hrybdz3jty5t7367hreu	402	334	cases	case	NNS
work_htfht4hrybdz3jty5t7367hreu	402	335	,	,	,
work_htfht4hrybdz3jty5t7367hreu	402	336	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	402	337	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	402	338	assigned	assign	VBN
work_htfht4hrybdz3jty5t7367hreu	402	339	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	402	340	sensible	sensible	JJ
work_htfht4hrybdz3jty5t7367hreu	402	341	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	402	342	opinions	opinion	NNS
work_htfht4hrybdz3jty5t7367hreu	402	343	.	.	.
work_htfht4hrybdz3jty5t7367hreu	403	1	For	for	IN
work_htfht4hrybdz3jty5t7367hreu	403	2	example	example	NN
work_htfht4hrybdz3jty5t7367hreu	403	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	403	4	“	"	``
work_htfht4hrybdz3jty5t7367hreu	403	5	Briefing	briefing	NN
work_htfht4hrybdz3jty5t7367hreu	403	6	:	:	:
work_htfht4hrybdz3jty5t7367hreu	403	7	Trade	trade	NN
work_htfht4hrybdz3jty5t7367hreu	403	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	403	9	investment	investment	NN
work_htfht4hrybdz3jty5t7367hreu	403	10	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	403	11	jobs	job	NNS
work_htfht4hrybdz3jty5t7367hreu	403	12	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	403	13	benefit	benefit	VB
work_htfht4hrybdz3jty5t7367hreu	403	14	if	if	IN
work_htfht4hrybdz3jty5t7367hreu	403	15	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	403	16	Vote	vote	VBP
work_htfht4hrybdz3jty5t7367hreu	403	17	Leave	leave	NN
work_htfht4hrybdz3jty5t7367hreu	403	18	”	"	''
work_htfht4hrybdz3jty5t7367hreu	403	19	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	403	20	assigned	assign	VBN
work_htfht4hrybdz3jty5t7367hreu	403	21	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	403	22	[	[	-LRB-
work_htfht4hrybdz3jty5t7367hreu	403	23	Support	support	NN
work_htfht4hrybdz3jty5t7367hreu	403	24	,	,	,
work_htfht4hrybdz3jty5t7367hreu	403	25	Econ-	Econ-	NNP
work_htfht4hrybdz3jty5t7367hreu	403	26	omy	omy	NN
work_htfht4hrybdz3jty5t7367hreu	403	27	]	]	-RRB-
work_htfht4hrybdz3jty5t7367hreu	403	28	.	.	.
work_htfht4hrybdz3jty5t7367hreu	404	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	404	2	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	404	3	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	404	4	easily	easily	RB
work_htfht4hrybdz3jty5t7367hreu	404	5	inferred	infer	VBN
work_htfht4hrybdz3jty5t7367hreu	404	6	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	404	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	404	8	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	404	9	result	result	NN
work_htfht4hrybdz3jty5t7367hreu	404	10	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	404	11	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	404	12	tweet	tweet	NN
work_htfht4hrybdz3jty5t7367hreu	404	13	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	404	14	about	about	IN
work_htfht4hrybdz3jty5t7367hreu	404	15	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	404	16	support	support	NN
work_htfht4hrybdz3jty5t7367hreu	404	17	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	404	18	Brexit	Brexit	NNP
work_htfht4hrybdz3jty5t7367hreu	404	19	because	because	IN
work_htfht4hrybdz3jty5t7367hreu	404	20	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	404	21	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	404	22	economy-	economy-	JJ
work_htfht4hrybdz3jty5t7367hreu	404	23	related	related	JJ
work_htfht4hrybdz3jty5t7367hreu	404	24	reason	reason	NN
work_htfht4hrybdz3jty5t7367hreu	404	25	.	.	.
work_htfht4hrybdz3jty5t7367hreu	405	1	On	on	IN
work_htfht4hrybdz3jty5t7367hreu	405	2	Dataset	Dataset	NNP
work_htfht4hrybdz3jty5t7367hreu	405	3	II	II	NNP
work_htfht4hrybdz3jty5t7367hreu	405	4	only	only	RB
work_htfht4hrybdz3jty5t7367hreu	405	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	405	6	hierarchy	hierarchy	NN
work_htfht4hrybdz3jty5t7367hreu	405	7	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	405	8	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	405	9	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	405	10	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	405	11	pre-	pre-	RB
work_htfht4hrybdz3jty5t7367hreu	405	12	sented	sente	VBN
work_htfht4hrybdz3jty5t7367hreu	405	13	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	405	14	Figure	Figure	NNP
work_htfht4hrybdz3jty5t7367hreu	405	15	7	7	CD
work_htfht4hrybdz3jty5t7367hreu	405	16	due	due	IN
work_htfht4hrybdz3jty5t7367hreu	405	17	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	405	18	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	405	19	space	space	NN
work_htfht4hrybdz3jty5t7367hreu	405	20	limit	limit	NN
work_htfht4hrybdz3jty5t7367hreu	405	21	.	.	.
work_htfht4hrybdz3jty5t7367hreu	406	1	Although	although	IN
work_htfht4hrybdz3jty5t7367hreu	406	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	406	3	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	406	4	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	406	5	do	do	VBP
work_htfht4hrybdz3jty5t7367hreu	406	6	not	not	RB
work_htfht4hrybdz3jty5t7367hreu	406	7	clearly	clearly	RB
work_htfht4hrybdz3jty5t7367hreu	406	8	represent	represent	VB
work_htfht4hrybdz3jty5t7367hreu	406	9	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	406	10	opposing	oppose	VBG
work_htfht4hrybdz3jty5t7367hreu	406	11	stances	stance	NNS
work_htfht4hrybdz3jty5t7367hreu	406	12	since	since	IN
work_htfht4hrybdz3jty5t7367hreu	406	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	406	14	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	406	15	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	406	16	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	406	17	totally	totally	RB
work_htfht4hrybdz3jty5t7367hreu	406	18	unsupervised	unsupervise	VBN
work_htfht4hrybdz3jty5t7367hreu	406	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	406	20	it	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	406	21	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	406	22	be	be	VB
work_htfht4hrybdz3jty5t7367hreu	406	23	inferred	infer	VBN
work_htfht4hrybdz3jty5t7367hreu	406	24	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	406	25	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	406	26	level-3	level-3	NNP
work_htfht4hrybdz3jty5t7367hreu	406	27	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	406	28	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	406	29	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	406	30	Email	email	NN
work_htfht4hrybdz3jty5t7367hreu	406	31	scandal	scandal	NN
work_htfht4hrybdz3jty5t7367hreu	406	32	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	406	33	Hillary	Hillary	NNP
work_htfht4hrybdz3jty5t7367hreu	406	34	’	'	''
work_htfht4hrybdz3jty5t7367hreu	406	35	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	406	36	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	406	37	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	406	38	vowed	vow	VBD
work_htfht4hrybdz3jty5t7367hreu	406	39	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	406	40	drain	drain	VB
work_htfht4hrybdz3jty5t7367hreu	406	41	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	406	42	swamp8	swamp8	NN
work_htfht4hrybdz3jty5t7367hreu	406	43	’	'	''
work_htfht4hrybdz3jty5t7367hreu	406	44	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	406	45	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	406	46	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	406	47	left	left	JJ
work_htfht4hrybdz3jty5t7367hreu	406	48	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	406	49	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	406	50	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	406	51	about	about	IN
work_htfht4hrybdz3jty5t7367hreu	406	52	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	406	53	Sup-	Sup-	NNP
work_htfht4hrybdz3jty5t7367hreu	406	54	porting	port	VBG
work_htfht4hrybdz3jty5t7367hreu	406	55	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	406	56	’	'	''
work_htfht4hrybdz3jty5t7367hreu	406	57	.	.	.
work_htfht4hrybdz3jty5t7367hreu	407	1	And	and	CC
work_htfht4hrybdz3jty5t7367hreu	407	2	similarly	similarly	RB
work_htfht4hrybdz3jty5t7367hreu	407	3	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	407	4	can	can	MD
work_htfht4hrybdz3jty5t7367hreu	407	5	infer	infer	VB
work_htfht4hrybdz3jty5t7367hreu	407	6	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	407	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	407	8	level-3	level-3	NNP
work_htfht4hrybdz3jty5t7367hreu	407	9	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	407	10	that	that	WDT
work_htfht4hrybdz3jty5t7367hreu	407	11	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	407	12	right	right	JJ
work_htfht4hrybdz3jty5t7367hreu	407	13	level-2	level-2	NNP
work_htfht4hrybdz3jty5t7367hreu	407	14	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	407	15	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	407	16	about	about	IN
work_htfht4hrybdz3jty5t7367hreu	407	17	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	407	18	Supporting	support	VBG
work_htfht4hrybdz3jty5t7367hreu	407	19	Hillary	Hillary	NNP
work_htfht4hrybdz3jty5t7367hreu	407	20	’	'	''
work_htfht4hrybdz3jty5t7367hreu	407	21	.	.	.
work_htfht4hrybdz3jty5t7367hreu	408	1	Also	also	RB
work_htfht4hrybdz3jty5t7367hreu	408	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	408	3	under	under	IN
work_htfht4hrybdz3jty5t7367hreu	408	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	408	5	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	408	6	Drain	drain	VB
work_htfht4hrybdz3jty5t7367hreu	408	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	408	8	swamp	swamp	NN
work_htfht4hrybdz3jty5t7367hreu	408	9	’	'	''
work_htfht4hrybdz3jty5t7367hreu	408	10	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	408	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	408	12	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	408	13	4th	4th	JJ
work_htfht4hrybdz3jty5t7367hreu	408	14	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	408	15	gives	give	VBZ
work_htfht4hrybdz3jty5t7367hreu	408	16	more	more	RBR
work_htfht4hrybdz3jty5t7367hreu	408	17	fine	fine	RB
work_htfht4hrybdz3jty5t7367hreu	408	18	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	408	19	grained	grain	VBN
work_htfht4hrybdz3jty5t7367hreu	408	20	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	408	21	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	408	22	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	408	23	Controlling	control	VBG
work_htfht4hrybdz3jty5t7367hreu	408	24	illegal	illegal	JJ
work_htfht4hrybdz3jty5t7367hreu	408	25	immigrants	immigrant	NNS
work_htfht4hrybdz3jty5t7367hreu	408	26	’	'	''
work_htfht4hrybdz3jty5t7367hreu	408	27	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	408	28	‘	'	``
work_htfht4hrybdz3jty5t7367hreu	408	29	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	408	30	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	408	31	lead	lead	VB
work_htfht4hrybdz3jty5t7367hreu	408	32	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	408	33	unified	unified	JJ
work_htfht4hrybdz3jty5t7367hreu	408	34	Republican	republican	JJ
work_htfht4hrybdz3jty5t7367hreu	408	35	government	government	NN
work_htfht4hrybdz3jty5t7367hreu	408	36	’	'	''
work_htfht4hrybdz3jty5t7367hreu	408	37	.	.	.
work_htfht4hrybdz3jty5t7367hreu	409	1	5	5	CD
work_htfht4hrybdz3jty5t7367hreu	409	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	410	1	Conclusion	conclusion	NN
work_htfht4hrybdz3jty5t7367hreu	410	2	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	410	3	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	410	4	paper	paper	NN
work_htfht4hrybdz3jty5t7367hreu	410	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	410	6	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	410	7	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	410	8	proposed	propose	VBN
work_htfht4hrybdz3jty5t7367hreu	410	9	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	410	10	unsupervised	unsupervised	JJ
work_htfht4hrybdz3jty5t7367hreu	410	11	Hierarchi-	Hierarchi-	NNP
work_htfht4hrybdz3jty5t7367hreu	410	12	cal	cal	NNP
work_htfht4hrybdz3jty5t7367hreu	410	13	Opinion	Opinion	NNP
work_htfht4hrybdz3jty5t7367hreu	410	14	Phrase	Phrase	NNP
work_htfht4hrybdz3jty5t7367hreu	410	15	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	410	16	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	410	17	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	410	18	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	410	19	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	410	20	which	which	WDT
work_htfht4hrybdz3jty5t7367hreu	410	21	each	each	DT
work_htfht4hrybdz3jty5t7367hreu	410	22	document	document	NN
work_htfht4hrybdz3jty5t7367hreu	410	23	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	410	24	8Trump	8trump	CD
work_htfht4hrybdz3jty5t7367hreu	410	25	used	use	VBN
work_htfht4hrybdz3jty5t7367hreu	410	26	this	this	DT
work_htfht4hrybdz3jty5t7367hreu	410	27	metaphor	metaphor	NN
work_htfht4hrybdz3jty5t7367hreu	410	28	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	410	29	describe	describe	VB
work_htfht4hrybdz3jty5t7367hreu	410	30	his	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	410	31	plan	plan	NN
work_htfht4hrybdz3jty5t7367hreu	410	32	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	410	33	fix	fix	VB
work_htfht4hrybdz3jty5t7367hreu	410	34	problems	problem	NNS
work_htfht4hrybdz3jty5t7367hreu	410	35	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	410	36	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	410	37	federal	federal	JJ
work_htfht4hrybdz3jty5t7367hreu	410	38	government	government	NN
work_htfht4hrybdz3jty5t7367hreu	410	39	.	.	.
work_htfht4hrybdz3jty5t7367hreu	411	1	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	411	2	Hillary	Hillary	NNP
work_htfht4hrybdz3jty5t7367hreu	411	3	Donald_Trump	Donald_Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	411	4	president	president	NN
work_htfht4hrybdz3jty5t7367hreu	411	5	American	american	JJ
work_htfht4hrybdz3jty5t7367hreu	411	6	vote	vote	NN
work_htfht4hrybdz3jty5t7367hreu	411	7	Trump	trump	JJ
work_htfht4hrybdz3jty5t7367hreu	411	8	vote	vote	NN
work_htfht4hrybdz3jty5t7367hreu	411	9	Hillary	Hillary	NNP
work_htfht4hrybdz3jty5t7367hreu	411	10	Hillary	Hillary	NNP
work_htfht4hrybdz3jty5t7367hreu	411	11	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	411	12	Clinton	Clinton	NNP
work_htfht4hrybdz3jty5t7367hreu	411	13	Obama	Obama	NNP
work_htfht4hrybdz3jty5t7367hreu	411	14	America	America	NNP
work_htfht4hrybdz3jty5t7367hreu	411	15	email	email	NN
work_htfht4hrybdz3jty5t7367hreu	411	16	scandal	scandal	NN
work_htfht4hrybdz3jty5t7367hreu	411	17	drain	drain	VB
work_htfht4hrybdz3jty5t7367hreu	411	18	swamp	swamp	NN
work_htfht4hrybdz3jty5t7367hreu	411	19	racist	racist	NN
work_htfht4hrybdz3jty5t7367hreu	411	20	taxes	taxis	NNS
work_htfht4hrybdz3jty5t7367hreu	411	21	Russia	Russia	NNP
work_htfht4hrybdz3jty5t7367hreu	411	22	Hillary_Clinton	Hillary_Clinton	NNP
work_htfht4hrybdz3jty5t7367hreu	411	23	FBI	FBI	NNP
work_htfht4hrybdz3jty5t7367hreu	411	24	campaign	campaign	NN
work_htfht4hrybdz3jty5t7367hreu	411	25	emails	email	NNS
work_htfht4hrybdz3jty5t7367hreu	411	26	Huma	Huma	NNP
work_htfht4hrybdz3jty5t7367hreu	411	27	indicted	indict	VBD
work_htfht4hrybdz3jty5t7367hreu	411	28	spooky_story	spooky_story	JJ
work_htfht4hrybdz3jty5t7367hreu	411	29	email	email	NN
work_htfht4hrybdz3jty5t7367hreu	411	30	FBI_investigation	fbi_investigation	JJ
work_htfht4hrybdz3jty5t7367hreu	411	31	jail	jail	NN
work_htfht4hrybdz3jty5t7367hreu	411	32	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	411	33	America	America	NNP
work_htfht4hrybdz3jty5t7367hreu	411	34	country	country	NN
work_htfht4hrybdz3jty5t7367hreu	411	35	great	great	JJ
work_htfht4hrybdz3jty5t7367hreu	411	36	president	president	NN
work_htfht4hrybdz3jty5t7367hreu	411	37	repeal_obamacare	repeal_obamacare	NNP
work_htfht4hrybdz3jty5t7367hreu	411	38	change	change	NN
work_htfht4hrybdz3jty5t7367hreu	411	39	world	world	NN
work_htfht4hrybdz3jty5t7367hreu	411	40	drain_swamp	drain_swamp	NNP
work_htfht4hrybdz3jty5t7367hreu	411	41	won	win	VBD
work_htfht4hrybdz3jty5t7367hreu	411	42	Trump	trump	JJ
work_htfht4hrybdz3jty5t7367hreu	411	43	taxes	taxis	NNS
work_htfht4hrybdz3jty5t7367hreu	411	44	Obama	Obama	NNP
work_htfht4hrybdz3jty5t7367hreu	411	45	tax	tax	NN
work_htfht4hrybdz3jty5t7367hreu	411	46	release_tax_returns	release_tax_returns	NNP
work_htfht4hrybdz3jty5t7367hreu	411	47	obamacare	obamacare	NN
work_htfht4hrybdz3jty5t7367hreu	411	48	pay	pay	VB
work_htfht4hrybdz3jty5t7367hreu	411	49	Clinton	Clinton	NNP
work_htfht4hrybdz3jty5t7367hreu	411	50	supreme_court	supreme_court	NNP
work_htfht4hrybdz3jty5t7367hreu	411	51	law	law	NN
work_htfht4hrybdz3jty5t7367hreu	411	52	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	411	53	Putin	Putin	NNP
work_htfht4hrybdz3jty5t7367hreu	411	54	markets	market	VBZ
work_htfht4hrybdz3jty5t7367hreu	411	55	Russian	russian	JJ
work_htfht4hrybdz3jty5t7367hreu	411	56	economy	economy	NN
work_htfht4hrybdz3jty5t7367hreu	411	57	crash	crash	NN
work_htfht4hrybdz3jty5t7367hreu	411	58	Russia	Russia	NNP
work_htfht4hrybdz3jty5t7367hreu	411	59	nuclear_war	nuclear_war	NNP
work_htfht4hrybdz3jty5t7367hreu	411	60	energy	energy	NN
work_htfht4hrybdz3jty5t7367hreu	411	61	civil_war	civil_war	NNP
work_htfht4hrybdz3jty5t7367hreu	411	62	Trump	trump	JJ
work_htfht4hrybdz3jty5t7367hreu	411	63	win	win	NN
work_htfht4hrybdz3jty5t7367hreu	411	64	Hillary	Hillary	NNP
work_htfht4hrybdz3jty5t7367hreu	411	65	vote	vote	NN
work_htfht4hrybdz3jty5t7367hreu	411	66	Clinton	Clinton	NNP
work_htfht4hrybdz3jty5t7367hreu	411	67	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	411	68	women	woman	NNS
work_htfht4hrybdz3jty5t7367hreu	411	69	white	white	JJ
work_htfht4hrybdz3jty5t7367hreu	411	70	racist	racist	NN
work_htfht4hrybdz3jty5t7367hreu	411	71	black	black	NNP
work_htfht4hrybdz3jty5t7367hreu	411	72	women_rights	women_rights	NNP
work_htfht4hrybdz3jty5t7367hreu	411	73	black_voters	black_voters	NNP
work_htfht4hrybdz3jty5t7367hreu	411	74	shit	shit	NNP
work_htfht4hrybdz3jty5t7367hreu	411	75	build_wall	build_wall	NNP
work_htfht4hrybdz3jty5t7367hreu	411	76	child_rape	child_rape	NNP
work_htfht4hrybdz3jty5t7367hreu	411	77	Donald_Trump	donald_trump	JJ
work_htfht4hrybdz3jty5t7367hreu	411	78	reliable	reliable	JJ
work_htfht4hrybdz3jty5t7367hreu	411	79	lead_unified_republican	lead_unified_republican	JJ
work_htfht4hrybdz3jty5t7367hreu	411	80	wind	wind	NN
work_htfht4hrybdz3jty5t7367hreu	411	81	trusted	trust	VBD
work_htfht4hrybdz3jty5t7367hreu	411	82	Trump	trump	JJ
work_htfht4hrybdz3jty5t7367hreu	411	83	worst	bad	JJS
work_htfht4hrybdz3jty5t7367hreu	411	84	economy	economy	NN
work_htfht4hrybdz3jty5t7367hreu	411	85	stock_market	stock_market	NN
work_htfht4hrybdz3jty5t7367hreu	411	86	Mark_Cuban	mark_cuban	CD
work_htfht4hrybdz3jty5t7367hreu	411	87	Trump	Trump	NNP
work_htfht4hrybdz3jty5t7367hreu	411	88	lies	lie	NNS
work_htfht4hrybdz3jty5t7367hreu	411	89	Donald	Donald	NNP
work_htfht4hrybdz3jty5t7367hreu	411	90	stop_lie	stop_lie	NNP
work_htfht4hrybdz3jty5t7367hreu	411	91	cheat	cheat	VBP
work_htfht4hrybdz3jty5t7367hreu	411	92	Trump	trump	JJ
work_htfht4hrybdz3jty5t7367hreu	411	93	deport	deport	NN
work_htfht4hrybdz3jty5t7367hreu	411	94	hunger	hunger	NN
work_htfht4hrybdz3jty5t7367hreu	411	95	illegal_immigrants	illegal_immigrant	NNS
work_htfht4hrybdz3jty5t7367hreu	411	96	million_immigrants	million_immigrants	NNP
work_htfht4hrybdz3jty5t7367hreu	411	97	Figure	Figure	NNP
work_htfht4hrybdz3jty5t7367hreu	411	98	7	7	CD
work_htfht4hrybdz3jty5t7367hreu	411	99	:	:	:
work_htfht4hrybdz3jty5t7367hreu	411	100	Opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	411	101	hierarchy	hierarchy	NN
work_htfht4hrybdz3jty5t7367hreu	411	102	discovered	discover	VBN
work_htfht4hrybdz3jty5t7367hreu	411	103	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	411	104	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	411	105	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	411	106	Dataset	Dataset	NNP
work_htfht4hrybdz3jty5t7367hreu	411	107	II	II	NNP
work_htfht4hrybdz3jty5t7367hreu	411	108	.	.	.
work_htfht4hrybdz3jty5t7367hreu	412	1	associated	associate	VBN
work_htfht4hrybdz3jty5t7367hreu	412	2	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	412	3	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	412	4	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	412	5	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	412	6	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	412	7	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	412	8	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	412	9	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	412	10	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	412	11	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	412	12	document-	document-	JJ
work_htfht4hrybdz3jty5t7367hreu	412	13	specific	specific	JJ
work_htfht4hrybdz3jty5t7367hreu	412	14	distribution	distribution	NN
work_htfht4hrybdz3jty5t7367hreu	412	15	over	over	IN
work_htfht4hrybdz3jty5t7367hreu	412	16	different	different	JJ
work_htfht4hrybdz3jty5t7367hreu	412	17	levels	level	NNS
work_htfht4hrybdz3jty5t7367hreu	412	18	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	412	19	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	412	20	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	412	21	.	.	.
work_htfht4hrybdz3jty5t7367hreu	413	1	Phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	413	2	are	be	VBP
work_htfht4hrybdz3jty5t7367hreu	413	3	drawn	draw	VBN
work_htfht4hrybdz3jty5t7367hreu	413	4	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	413	5	their	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	413	6	associated	associate	VBN
work_htfht4hrybdz3jty5t7367hreu	413	7	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	413	8	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	413	9	specific	specific	JJ
work_htfht4hrybdz3jty5t7367hreu	413	10	HPYP	HPYP	NNP
work_htfht4hrybdz3jty5t7367hreu	413	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	414	1	Experi-	Experi-	NNP
work_htfht4hrybdz3jty5t7367hreu	414	2	mental	mental	JJ
work_htfht4hrybdz3jty5t7367hreu	414	3	results	result	NNS
work_htfht4hrybdz3jty5t7367hreu	414	4	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	414	5	two	two	CD
work_htfht4hrybdz3jty5t7367hreu	414	6	Twitter	Twitter	NNP
work_htfht4hrybdz3jty5t7367hreu	414	7	datasets	dataset	NNS
work_htfht4hrybdz3jty5t7367hreu	414	8	show	show	VBP
work_htfht4hrybdz3jty5t7367hreu	414	9	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	414	10	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	414	11	proposed	propose	VBN
work_htfht4hrybdz3jty5t7367hreu	414	12	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	414	13	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	414	14	is	be	VBZ
work_htfht4hrybdz3jty5t7367hreu	414	15	able	able	JJ
work_htfht4hrybdz3jty5t7367hreu	414	16	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	414	17	reveal	reveal	VB
work_htfht4hrybdz3jty5t7367hreu	414	18	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	414	19	opinions	opinion	NNS
work_htfht4hrybdz3jty5t7367hreu	414	20	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	414	21	social	social	JJ
work_htfht4hrybdz3jty5t7367hreu	414	22	media	medium	NNS
work_htfht4hrybdz3jty5t7367hreu	414	23	.	.	.
work_htfht4hrybdz3jty5t7367hreu	415	1	It	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	415	2	also	also	RB
work_htfht4hrybdz3jty5t7367hreu	415	3	shows	show	VBZ
work_htfht4hrybdz3jty5t7367hreu	415	4	that	that	IN
work_htfht4hrybdz3jty5t7367hreu	415	5	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	415	6	significantly	significantly	RB
work_htfht4hrybdz3jty5t7367hreu	415	7	outperforms	outperform	VBZ
work_htfht4hrybdz3jty5t7367hreu	415	8	ex-	ex-	RB
work_htfht4hrybdz3jty5t7367hreu	415	9	isting	iste	VBG
work_htfht4hrybdz3jty5t7367hreu	415	10	approaches	approach	NNS
work_htfht4hrybdz3jty5t7367hreu	415	11	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	415	12	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	415	13	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	415	14	extraction	extraction	NN
work_htfht4hrybdz3jty5t7367hreu	415	15	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	415	16	both	both	DT
work_htfht4hrybdz3jty5t7367hreu	415	17	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	415	18	October	October	NNP
work_htfht4hrybdz3jty5t7367hreu	415	19	8	8	CD
work_htfht4hrybdz3jty5t7367hreu	415	20	,	,	,
work_htfht4hrybdz3jty5t7367hreu	415	21	2018	2018	CD
work_htfht4hrybdz3jty5t7367hreu	415	22	coherence	coherence	NN
work_htfht4hrybdz3jty5t7367hreu	415	23	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	415	24	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	415	25	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	415	26	.	.	.
work_htfht4hrybdz3jty5t7367hreu	416	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	416	2	our	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	416	3	current	current	JJ
work_htfht4hrybdz3jty5t7367hreu	416	4	work	work	NN
work_htfht4hrybdz3jty5t7367hreu	416	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	416	6	all	all	PDT
work_htfht4hrybdz3jty5t7367hreu	416	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	416	8	paths	path	NNS
work_htfht4hrybdz3jty5t7367hreu	416	9	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	416	10	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	416	11	generated	generate	VBN
work_htfht4hrybdz3jty5t7367hreu	416	12	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	416	13	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	416	14	tree	tree	NN
work_htfht4hrybdz3jty5t7367hreu	416	15	have	have	VBP
work_htfht4hrybdz3jty5t7367hreu	416	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	416	17	same	same	JJ
work_htfht4hrybdz3jty5t7367hreu	416	18	depth	depth	NN
work_htfht4hrybdz3jty5t7367hreu	416	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	417	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	417	2	future	future	JJ
work_htfht4hrybdz3jty5t7367hreu	417	3	work	work	NN
work_htfht4hrybdz3jty5t7367hreu	417	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	417	5	we	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	417	6	will	will	MD
work_htfht4hrybdz3jty5t7367hreu	417	7	explore	explore	VB
work_htfht4hrybdz3jty5t7367hreu	417	8	modelling	model	VBG
work_htfht4hrybdz3jty5t7367hreu	417	9	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	417	10	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	417	11	trees	tree	NNS
work_htfht4hrybdz3jty5t7367hreu	417	12	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	417	13	varying	vary	VBG
work_htfht4hrybdz3jty5t7367hreu	417	14	depths	depth	NNS
work_htfht4hrybdz3jty5t7367hreu	417	15	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	417	16	path	path	NN
work_htfht4hrybdz3jty5t7367hreu	417	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	418	1	Acknowledgements	acknowledgement	NNS
work_htfht4hrybdz3jty5t7367hreu	418	2	We	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	418	3	would	would	MD
work_htfht4hrybdz3jty5t7367hreu	418	4	like	like	VB
work_htfht4hrybdz3jty5t7367hreu	418	5	to	to	TO
work_htfht4hrybdz3jty5t7367hreu	418	6	thank	thank	VB
work_htfht4hrybdz3jty5t7367hreu	418	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	418	8	reviewers	reviewer	NNS
work_htfht4hrybdz3jty5t7367hreu	418	9	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	418	10	their	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	418	11	valuable	valuable	JJ
work_htfht4hrybdz3jty5t7367hreu	418	12	com-	com-	NN
work_htfht4hrybdz3jty5t7367hreu	418	13	ments	ment	NNS
work_htfht4hrybdz3jty5t7367hreu	418	14	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	418	15	helpful	helpful	JJ
work_htfht4hrybdz3jty5t7367hreu	418	16	suggestions	suggestion	NNS
work_htfht4hrybdz3jty5t7367hreu	418	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	419	1	This	this	DT
work_htfht4hrybdz3jty5t7367hreu	419	2	work	work	NN
work_htfht4hrybdz3jty5t7367hreu	419	3	was	be	VBD
work_htfht4hrybdz3jty5t7367hreu	419	4	funded	fund	VBN
work_htfht4hrybdz3jty5t7367hreu	419	5	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	419	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	419	7	National	National	NNP
work_htfht4hrybdz3jty5t7367hreu	419	8	Natural	Natural	NNP
work_htfht4hrybdz3jty5t7367hreu	419	9	Science	Science	NNP
work_htfht4hrybdz3jty5t7367hreu	419	10	Foundation	Foundation	NNP
work_htfht4hrybdz3jty5t7367hreu	419	11	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	419	12	China	China	NNP
work_htfht4hrybdz3jty5t7367hreu	419	13	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	419	14	61528302	61528302	CD
work_htfht4hrybdz3jty5t7367hreu	419	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	419	16	61772132	61772132	CD
work_htfht4hrybdz3jty5t7367hreu	419	17	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	419	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	419	19	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	419	20	Natural	Natural	NNP
work_htfht4hrybdz3jty5t7367hreu	419	21	Science	Science	NNP
work_htfht4hrybdz3jty5t7367hreu	419	22	Foundation	Foundation	NNP
work_htfht4hrybdz3jty5t7367hreu	419	23	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	419	24	Jiangsu	Jiangsu	NNP
work_htfht4hrybdz3jty5t7367hreu	419	25	Province	Province	NNP
work_htfht4hrybdz3jty5t7367hreu	419	26	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	419	27	China	China	NNP
work_htfht4hrybdz3jty5t7367hreu	419	28	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	419	29	BK20161430	BK20161430	NNP
work_htfht4hrybdz3jty5t7367hreu	419	30	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	419	31	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	419	32	Innovate	Innovate	NNP
work_htfht4hrybdz3jty5t7367hreu	419	33	UK	UK	NNP
work_htfht4hrybdz3jty5t7367hreu	419	34	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	419	35	grant	grant	VB
work_htfht4hrybdz3jty5t7367hreu	419	36	no	no	UH
work_htfht4hrybdz3jty5t7367hreu	419	37	.	.	.
work_htfht4hrybdz3jty5t7367hreu	420	1	103652	103652	CD
work_htfht4hrybdz3jty5t7367hreu	420	2	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	420	3	.	.	.
work_htfht4hrybdz3jty5t7367hreu	421	1	References	References	NNPS
work_htfht4hrybdz3jty5t7367hreu	421	2	Blei	Blei	NNP
work_htfht4hrybdz3jty5t7367hreu	421	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	421	4	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	421	5	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	421	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	421	7	Griffiths	Griffiths	NNP
work_htfht4hrybdz3jty5t7367hreu	421	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	421	9	T.	T.	NNP
work_htfht4hrybdz3jty5t7367hreu	421	10	L.	L.	NNP
work_htfht4hrybdz3jty5t7367hreu	421	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	421	12	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	421	13	Jordan	Jordan	NNP
work_htfht4hrybdz3jty5t7367hreu	421	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	421	15	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	421	16	I.	I.	NNP
work_htfht4hrybdz3jty5t7367hreu	422	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	422	2	2010	2010	CD
work_htfht4hrybdz3jty5t7367hreu	422	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	422	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	423	1	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	423	2	nested	nested	JJ
work_htfht4hrybdz3jty5t7367hreu	423	3	chinese	chinese	JJ
work_htfht4hrybdz3jty5t7367hreu	423	4	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	423	5	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	423	6	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	423	7	bayesian	bayesian	JJ
work_htfht4hrybdz3jty5t7367hreu	423	8	nonparametric	nonparametric	JJ
work_htfht4hrybdz3jty5t7367hreu	423	9	inference	inference	NN
work_htfht4hrybdz3jty5t7367hreu	423	10	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	423	11	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	423	12	hierar-	hierar-	NN
work_htfht4hrybdz3jty5t7367hreu	423	13	chies	chie	NNS
work_htfht4hrybdz3jty5t7367hreu	423	14	.	.	.
work_htfht4hrybdz3jty5t7367hreu	424	1	Journal	Journal	NNP
work_htfht4hrybdz3jty5t7367hreu	424	2	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	424	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	424	4	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	424	5	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	424	6	JACM	JACM	NNP
work_htfht4hrybdz3jty5t7367hreu	424	7	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	424	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	424	9	57(2):7	57(2):7	CD
work_htfht4hrybdz3jty5t7367hreu	424	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	425	1	Blei	Blei	NNP
work_htfht4hrybdz3jty5t7367hreu	425	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	425	3	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	425	4	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	425	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	425	6	Ng	Ng	NNP
work_htfht4hrybdz3jty5t7367hreu	425	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	425	8	A.	a.	NN
work_htfht4hrybdz3jty5t7367hreu	425	9	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	425	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	425	11	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	425	12	Jordan	Jordan	NNP
work_htfht4hrybdz3jty5t7367hreu	425	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	425	14	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	425	15	I.	I.	NNP
work_htfht4hrybdz3jty5t7367hreu	426	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	426	2	2003	2003	CD
work_htfht4hrybdz3jty5t7367hreu	426	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	426	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	427	1	Latent	latent	JJ
work_htfht4hrybdz3jty5t7367hreu	427	2	dirichlet	dirichlet	NN
work_htfht4hrybdz3jty5t7367hreu	427	3	allocation	allocation	NN
work_htfht4hrybdz3jty5t7367hreu	427	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	428	1	Journal	Journal	NNP
work_htfht4hrybdz3jty5t7367hreu	428	2	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	428	3	machine	machine	NN
work_htfht4hrybdz3jty5t7367hreu	428	4	Learning	Learning	NNP
work_htfht4hrybdz3jty5t7367hreu	428	5	research	research	NN
work_htfht4hrybdz3jty5t7367hreu	428	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	428	7	3(Jan):993–1022	3(jan):993–1022	CD
work_htfht4hrybdz3jty5t7367hreu	428	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	429	1	Chen	Chen	NNP
work_htfht4hrybdz3jty5t7367hreu	429	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	429	3	H.	H.	NNP
work_htfht4hrybdz3jty5t7367hreu	429	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	429	5	Sun	Sun	NNP
work_htfht4hrybdz3jty5t7367hreu	429	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	429	7	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	429	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	429	9	Tu	Tu	NNP
work_htfht4hrybdz3jty5t7367hreu	429	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	429	11	C.	C.	NNP
work_htfht4hrybdz3jty5t7367hreu	429	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	429	13	Lin	Lin	NNP
work_htfht4hrybdz3jty5t7367hreu	429	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	429	15	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	429	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	429	17	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	429	18	Liu	Liu	NNP
work_htfht4hrybdz3jty5t7367hreu	429	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	429	20	Z.	Z.	NNP
work_htfht4hrybdz3jty5t7367hreu	430	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	430	2	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	430	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	430	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	431	1	Neural	neural	JJ
work_htfht4hrybdz3jty5t7367hreu	431	2	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	431	3	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	431	4	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	431	5	user	user	NN
work_htfht4hrybdz3jty5t7367hreu	431	6	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	431	7	product	product	NN
work_htfht4hrybdz3jty5t7367hreu	431	8	attention	attention	NN
work_htfht4hrybdz3jty5t7367hreu	431	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	432	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	432	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	432	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	432	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	432	5	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	432	6	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	432	7	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	432	8	Empirical	Empirical	NNP
work_htfht4hrybdz3jty5t7367hreu	432	9	Methods	Methods	NNPS
work_htfht4hrybdz3jty5t7367hreu	432	10	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	432	11	Natural	Natural	NNP
work_htfht4hrybdz3jty5t7367hreu	432	12	Language	Language	NNP
work_htfht4hrybdz3jty5t7367hreu	432	13	Processing	Processing	NNP
work_htfht4hrybdz3jty5t7367hreu	432	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	432	15	pages	page	NNS
work_htfht4hrybdz3jty5t7367hreu	432	16	1650–1659	1650–1659	CD
work_htfht4hrybdz3jty5t7367hreu	432	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	433	1	Dong	Dong	NNP
work_htfht4hrybdz3jty5t7367hreu	433	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	433	3	L.	L.	NNP
work_htfht4hrybdz3jty5t7367hreu	433	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	433	5	Wei	Wei	NNP
work_htfht4hrybdz3jty5t7367hreu	433	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	433	7	F.	F.	NNP
work_htfht4hrybdz3jty5t7367hreu	433	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	433	9	Tan	Tan	NNP
work_htfht4hrybdz3jty5t7367hreu	433	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	433	11	C.	C.	NNP
work_htfht4hrybdz3jty5t7367hreu	433	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	433	13	Tang	Tang	NNP
work_htfht4hrybdz3jty5t7367hreu	433	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	433	15	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	433	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	433	17	Zhou	Zhou	NNP
work_htfht4hrybdz3jty5t7367hreu	433	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	433	19	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	433	20	,	,	,
work_htfht4hrybdz3jty5t7367hreu	433	21	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	433	22	Xu	Xu	NNP
work_htfht4hrybdz3jty5t7367hreu	433	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	433	24	K.	K.	NNP
work_htfht4hrybdz3jty5t7367hreu	433	25	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	433	26	2014	2014	CD
work_htfht4hrybdz3jty5t7367hreu	433	27	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	433	28	.	.	.
work_htfht4hrybdz3jty5t7367hreu	434	1	Adaptive	adaptive	JJ
work_htfht4hrybdz3jty5t7367hreu	434	2	re-	re-	RB
work_htfht4hrybdz3jty5t7367hreu	434	3	cursive	cursive	JJ
work_htfht4hrybdz3jty5t7367hreu	434	4	neural	neural	JJ
work_htfht4hrybdz3jty5t7367hreu	434	5	network	network	NN
work_htfht4hrybdz3jty5t7367hreu	434	6	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	434	7	target	target	NN
work_htfht4hrybdz3jty5t7367hreu	434	8	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	434	9	dependent	dependent	JJ
work_htfht4hrybdz3jty5t7367hreu	434	10	twitter	twitter	NN
work_htfht4hrybdz3jty5t7367hreu	434	11	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	434	12	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	434	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	435	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	435	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	435	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	435	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	435	5	52nd	52nd	JJ
work_htfht4hrybdz3jty5t7367hreu	435	6	Annual	Annual	NNP
work_htfht4hrybdz3jty5t7367hreu	435	7	Meeting	Meeting	NNP
work_htfht4hrybdz3jty5t7367hreu	435	8	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	435	9	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	435	10	Association	Association	NNP
work_htfht4hrybdz3jty5t7367hreu	435	11	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	435	12	Compu-	Compu-	NNP
work_htfht4hrybdz3jty5t7367hreu	435	13	tational	tational	NN
work_htfht4hrybdz3jty5t7367hreu	435	14	Linguistics	Linguistics	NNP
work_htfht4hrybdz3jty5t7367hreu	435	15	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	435	16	Volume	volume	NN
work_htfht4hrybdz3jty5t7367hreu	435	17	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	435	18	:	:	:
work_htfht4hrybdz3jty5t7367hreu	435	19	Short	Short	NNP
work_htfht4hrybdz3jty5t7367hreu	435	20	Papers	Papers	NNPS
work_htfht4hrybdz3jty5t7367hreu	435	21	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	435	22	,	,	,
work_htfht4hrybdz3jty5t7367hreu	435	23	volume	volume	NN
work_htfht4hrybdz3jty5t7367hreu	435	24	2	2	CD
work_htfht4hrybdz3jty5t7367hreu	435	25	,	,	,
work_htfht4hrybdz3jty5t7367hreu	435	26	pages	page	NNS
work_htfht4hrybdz3jty5t7367hreu	435	27	49–54	49–54	CD
work_htfht4hrybdz3jty5t7367hreu	435	28	.	.	.
work_htfht4hrybdz3jty5t7367hreu	436	1	dos	dos	NNP
work_htfht4hrybdz3jty5t7367hreu	436	2	Santos	Santos	NNP
work_htfht4hrybdz3jty5t7367hreu	436	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	436	4	C.	C.	NNP
work_htfht4hrybdz3jty5t7367hreu	436	5	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	436	6	Gatti	Gatti	NNP
work_htfht4hrybdz3jty5t7367hreu	436	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	436	8	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	436	9	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	436	10	2014	2014	CD
work_htfht4hrybdz3jty5t7367hreu	436	11	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	436	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	437	1	Deep	deep	JJ
work_htfht4hrybdz3jty5t7367hreu	437	2	convolutional	convolutional	JJ
work_htfht4hrybdz3jty5t7367hreu	437	3	neural	neural	JJ
work_htfht4hrybdz3jty5t7367hreu	437	4	networks	network	NNS
work_htfht4hrybdz3jty5t7367hreu	437	5	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	437	6	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	437	7	analysis	analysis	NN
work_htfht4hrybdz3jty5t7367hreu	437	8	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	437	9	short	short	JJ
work_htfht4hrybdz3jty5t7367hreu	437	10	texts	text	NNS
work_htfht4hrybdz3jty5t7367hreu	437	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	438	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	438	2	Proceedings	Proceedings	NNP
work_htfht4hrybdz3jty5t7367hreu	438	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	438	4	COLING	COLING	NNP
work_htfht4hrybdz3jty5t7367hreu	438	5	2014	2014	CD
work_htfht4hrybdz3jty5t7367hreu	438	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	438	7	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	438	8	25th	25th	JJ
work_htfht4hrybdz3jty5t7367hreu	438	9	International	International	NNP
work_htfht4hrybdz3jty5t7367hreu	438	10	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	438	11	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	438	12	Computational	Computational	NNP
work_htfht4hrybdz3jty5t7367hreu	438	13	Linguistics	Linguistics	NNPS
work_htfht4hrybdz3jty5t7367hreu	438	14	:	:	:
work_htfht4hrybdz3jty5t7367hreu	438	15	Technical	Technical	NNP
work_htfht4hrybdz3jty5t7367hreu	438	16	Papers	Papers	NNP
work_htfht4hrybdz3jty5t7367hreu	438	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	438	18	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	438	19	69–78	69–78	JJ
work_htfht4hrybdz3jty5t7367hreu	438	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	439	1	El	El	NNP
work_htfht4hrybdz3jty5t7367hreu	439	2	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	439	3	Kishky	Kishky	NNP
work_htfht4hrybdz3jty5t7367hreu	439	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	439	5	A.	A.	NNP
work_htfht4hrybdz3jty5t7367hreu	439	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	439	7	Song	Song	NNP
work_htfht4hrybdz3jty5t7367hreu	439	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	439	9	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	439	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	439	11	Wang	Wang	NNP
work_htfht4hrybdz3jty5t7367hreu	439	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	439	13	C.	C.	NNP
work_htfht4hrybdz3jty5t7367hreu	439	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	439	15	Voss	Voss	NNP
work_htfht4hrybdz3jty5t7367hreu	439	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	439	17	C.	C.	NNP
work_htfht4hrybdz3jty5t7367hreu	439	18	R.	R.	NNP
work_htfht4hrybdz3jty5t7367hreu	439	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	439	20	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	439	21	Han	Han	NNP
work_htfht4hrybdz3jty5t7367hreu	439	22	,	,	,
work_htfht4hrybdz3jty5t7367hreu	439	23	J.	J.	NNP
work_htfht4hrybdz3jty5t7367hreu	440	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	440	2	2014	2014	CD
work_htfht4hrybdz3jty5t7367hreu	440	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	440	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	441	1	Scalable	scalable	JJ
work_htfht4hrybdz3jty5t7367hreu	441	2	topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	441	3	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	441	4	mining	mining	NN
work_htfht4hrybdz3jty5t7367hreu	441	5	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	441	6	text	text	NN
work_htfht4hrybdz3jty5t7367hreu	441	7	corpora	corpora	NN
work_htfht4hrybdz3jty5t7367hreu	441	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	442	1	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	442	2	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	442	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	442	4	VLDB	VLDB	NNP
work_htfht4hrybdz3jty5t7367hreu	442	5	Endow-	Endow-	NNP
work_htfht4hrybdz3jty5t7367hreu	442	6	ment	ment	JJ
work_htfht4hrybdz3jty5t7367hreu	442	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	442	8	8(3):305–316	8(3):305–316	JJ
work_htfht4hrybdz3jty5t7367hreu	442	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	443	1	Elfardy	Elfardy	NNP
work_htfht4hrybdz3jty5t7367hreu	443	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	443	3	H.	H.	NNP
work_htfht4hrybdz3jty5t7367hreu	443	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	443	5	Diab	Diab	NNP
work_htfht4hrybdz3jty5t7367hreu	443	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	443	7	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	443	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	443	9	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	443	10	Callison	Callison	NNP
work_htfht4hrybdz3jty5t7367hreu	443	11	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	443	12	Burch	Burch	NNP
work_htfht4hrybdz3jty5t7367hreu	443	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	443	14	C.	C.	NNP
work_htfht4hrybdz3jty5t7367hreu	443	15	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	443	16	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	443	17	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	443	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	444	1	Ideological	ideological	JJ
work_htfht4hrybdz3jty5t7367hreu	444	2	perspective	perspective	NN
work_htfht4hrybdz3jty5t7367hreu	444	3	detection	detection	NN
work_htfht4hrybdz3jty5t7367hreu	444	4	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	444	5	semantic	semantic	JJ
work_htfht4hrybdz3jty5t7367hreu	444	6	features	feature	NNS
work_htfht4hrybdz3jty5t7367hreu	444	7	.	.	.
work_htfht4hrybdz3jty5t7367hreu	445	1	Lexical	Lexical	NNP
work_htfht4hrybdz3jty5t7367hreu	445	2	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	445	3	Computational	Computational	NNP
work_htfht4hrybdz3jty5t7367hreu	445	4	Semantics	Semantics	NNPS
work_htfht4hrybdz3jty5t7367hreu	445	5	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	445	6	*	*	NFP
work_htfht4hrybdz3jty5t7367hreu	445	7	SEM	sem	NN
work_htfht4hrybdz3jty5t7367hreu	445	8	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	445	9	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	445	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	445	11	page	page	NN
work_htfht4hrybdz3jty5t7367hreu	445	12	137	137	CD
work_htfht4hrybdz3jty5t7367hreu	445	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	446	1	Fung	Fung	NNP
work_htfht4hrybdz3jty5t7367hreu	446	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	446	3	B.	B.	NNP
work_htfht4hrybdz3jty5t7367hreu	446	4	C.	C.	NNP
work_htfht4hrybdz3jty5t7367hreu	446	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	446	6	Wang	Wang	NNP
work_htfht4hrybdz3jty5t7367hreu	446	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	446	8	K.	K.	NNP
work_htfht4hrybdz3jty5t7367hreu	446	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	446	10	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	446	11	Ester	Ester	NNP
work_htfht4hrybdz3jty5t7367hreu	446	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	446	13	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	446	14	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	446	15	2003	2003	CD
work_htfht4hrybdz3jty5t7367hreu	446	16	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	446	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	447	1	Hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	447	2	document	document	NN
work_htfht4hrybdz3jty5t7367hreu	447	3	clustering	cluster	VBG
work_htfht4hrybdz3jty5t7367hreu	447	4	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	447	5	frequent	frequent	JJ
work_htfht4hrybdz3jty5t7367hreu	447	6	itemsets	itemset	NNS
work_htfht4hrybdz3jty5t7367hreu	447	7	.	.	.
work_htfht4hrybdz3jty5t7367hreu	448	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	448	2	Proceedings	Proceedings	NNP
work_htfht4hrybdz3jty5t7367hreu	448	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	448	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	448	5	2003	2003	CD
work_htfht4hrybdz3jty5t7367hreu	448	6	SIAM	SIAM	NNP
work_htfht4hrybdz3jty5t7367hreu	448	7	International	International	NNP
work_htfht4hrybdz3jty5t7367hreu	448	8	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	448	9	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	448	10	Data	Data	NNP
work_htfht4hrybdz3jty5t7367hreu	448	11	Mining	Mining	NNP
work_htfht4hrybdz3jty5t7367hreu	448	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	448	13	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	448	14	59–70	59–70	CD
work_htfht4hrybdz3jty5t7367hreu	448	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	449	1	SIAM	SIAM	NNS
work_htfht4hrybdz3jty5t7367hreu	449	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	450	1	Ghiassi	Ghiassi	NNP
work_htfht4hrybdz3jty5t7367hreu	450	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	450	3	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	450	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	450	5	Skinner	Skinner	NNP
work_htfht4hrybdz3jty5t7367hreu	450	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	450	7	J.	J.	NNP
work_htfht4hrybdz3jty5t7367hreu	450	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	450	9	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	450	10	Zimbra	Zimbra	NNP
work_htfht4hrybdz3jty5t7367hreu	450	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	450	12	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	450	13	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	450	14	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	450	15	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	450	16	.	.	.
work_htfht4hrybdz3jty5t7367hreu	451	1	Twitter	twitter	JJ
work_htfht4hrybdz3jty5t7367hreu	451	2	brand	brand	NN
work_htfht4hrybdz3jty5t7367hreu	451	3	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	451	4	anal-	anal-	JJ
work_htfht4hrybdz3jty5t7367hreu	451	5	ysis	ysis	NN
work_htfht4hrybdz3jty5t7367hreu	451	6	:	:	:
work_htfht4hrybdz3jty5t7367hreu	451	7	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	451	8	hybrid	hybrid	JJ
work_htfht4hrybdz3jty5t7367hreu	451	9	system	system	NN
work_htfht4hrybdz3jty5t7367hreu	451	10	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	451	11	n	n	NN
work_htfht4hrybdz3jty5t7367hreu	451	12	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	451	13	gram	gram	NN
work_htfht4hrybdz3jty5t7367hreu	451	14	analysis	analysis	NN
work_htfht4hrybdz3jty5t7367hreu	451	15	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	451	16	dynamic	dynamic	JJ
work_htfht4hrybdz3jty5t7367hreu	451	17	artificial	artificial	JJ
work_htfht4hrybdz3jty5t7367hreu	451	18	neural	neural	JJ
work_htfht4hrybdz3jty5t7367hreu	451	19	network	network	NN
work_htfht4hrybdz3jty5t7367hreu	451	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	452	1	Expert	expert	NN
work_htfht4hrybdz3jty5t7367hreu	452	2	Systems	system	NNS
work_htfht4hrybdz3jty5t7367hreu	452	3	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	452	4	applications	application	NNS
work_htfht4hrybdz3jty5t7367hreu	452	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	452	6	40(16):6266–6282	40(16):6266–6282	CD
work_htfht4hrybdz3jty5t7367hreu	452	7	.	.	.
work_htfht4hrybdz3jty5t7367hreu	453	1	Griffiths	griffith	NNS
work_htfht4hrybdz3jty5t7367hreu	453	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	453	3	T.	T.	NNP
work_htfht4hrybdz3jty5t7367hreu	453	4	L.	L.	NNP
work_htfht4hrybdz3jty5t7367hreu	453	5	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	453	6	Steyvers	Steyvers	NNP
work_htfht4hrybdz3jty5t7367hreu	453	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	453	8	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	453	9	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	453	10	2004	2004	CD
work_htfht4hrybdz3jty5t7367hreu	453	11	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	453	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	454	1	Finding	find	VBG
work_htfht4hrybdz3jty5t7367hreu	454	2	scientific	scientific	JJ
work_htfht4hrybdz3jty5t7367hreu	454	3	topics	topic	NNS
work_htfht4hrybdz3jty5t7367hreu	454	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	455	1	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	455	2	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	455	3	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	455	4	National	National	NNP
work_htfht4hrybdz3jty5t7367hreu	455	5	academy	academy	NN
work_htfht4hrybdz3jty5t7367hreu	455	6	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	455	7	Sciences	Sciences	NNPS
work_htfht4hrybdz3jty5t7367hreu	455	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	455	9	101(suppl	101(suppl	CD
work_htfht4hrybdz3jty5t7367hreu	455	10	1):5228–5235	1):5228–5235	CD
work_htfht4hrybdz3jty5t7367hreu	455	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	456	1	Gui	Gui	NNP
work_htfht4hrybdz3jty5t7367hreu	456	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	456	3	L.	L.	NNP
work_htfht4hrybdz3jty5t7367hreu	456	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	456	5	Zhou	Zhou	NNP
work_htfht4hrybdz3jty5t7367hreu	456	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	456	7	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	456	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	456	9	Xu	Xu	NNP
work_htfht4hrybdz3jty5t7367hreu	456	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	456	11	R.	R.	NNP
work_htfht4hrybdz3jty5t7367hreu	456	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	456	13	He	He	NNP
work_htfht4hrybdz3jty5t7367hreu	456	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	456	15	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	456	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	456	17	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	456	18	Lu	Lu	NNP
work_htfht4hrybdz3jty5t7367hreu	456	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	456	20	Q.	Q.	NNP
work_htfht4hrybdz3jty5t7367hreu	457	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	457	2	2017	2017	CD
work_htfht4hrybdz3jty5t7367hreu	457	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	457	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	458	1	Learning	learning	NN
work_htfht4hrybdz3jty5t7367hreu	458	2	representations	representation	NNS
work_htfht4hrybdz3jty5t7367hreu	458	3	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	458	4	heterogeneous	heterogeneous	JJ
work_htfht4hrybdz3jty5t7367hreu	458	5	network	network	NN
work_htfht4hrybdz3jty5t7367hreu	458	6	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	458	7	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	458	8	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	458	9	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	458	10	product	product	NN
work_htfht4hrybdz3jty5t7367hreu	458	11	reviews	review	NNS
work_htfht4hrybdz3jty5t7367hreu	458	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	459	1	Knowledge	knowledge	NN
work_htfht4hrybdz3jty5t7367hreu	459	2	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	459	3	Based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	459	4	Systems	Systems	NNPS
work_htfht4hrybdz3jty5t7367hreu	459	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	459	6	124:34–45	124:34–45	CD
work_htfht4hrybdz3jty5t7367hreu	459	7	.	.	.
work_htfht4hrybdz3jty5t7367hreu	460	1	Handler	handler	NN
work_htfht4hrybdz3jty5t7367hreu	460	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	460	3	A.	A.	NNP
work_htfht4hrybdz3jty5t7367hreu	460	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	460	5	Denny	Denny	NNP
work_htfht4hrybdz3jty5t7367hreu	460	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	460	7	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	460	8	J.	J.	NNP
work_htfht4hrybdz3jty5t7367hreu	460	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	460	10	Wallach	Wallach	NNP
work_htfht4hrybdz3jty5t7367hreu	460	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	460	12	H.	H.	NNP
work_htfht4hrybdz3jty5t7367hreu	460	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	460	14	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	460	15	OâĂŹConnor	oâăźconnor	NN
work_htfht4hrybdz3jty5t7367hreu	460	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	460	17	B.	B.	NNP
work_htfht4hrybdz3jty5t7367hreu	461	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	461	2	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	461	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	461	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	462	1	Bag	Bag	NNP
work_htfht4hrybdz3jty5t7367hreu	462	2	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	462	3	what	what	WP
work_htfht4hrybdz3jty5t7367hreu	462	4	?	?	.
work_htfht4hrybdz3jty5t7367hreu	463	1	simple	simple	JJ
work_htfht4hrybdz3jty5t7367hreu	463	2	noun	noun	NNP
work_htfht4hrybdz3jty5t7367hreu	463	3	phrase	phrase	NNP
work_htfht4hrybdz3jty5t7367hreu	463	4	extraction	extraction	NN
work_htfht4hrybdz3jty5t7367hreu	463	5	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	463	6	text	text	NN
work_htfht4hrybdz3jty5t7367hreu	463	7	analysis	analysis	NN
work_htfht4hrybdz3jty5t7367hreu	463	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	464	1	NLP+	NLP+	NNP
work_htfht4hrybdz3jty5t7367hreu	464	2	CSS	CSS	NNP
work_htfht4hrybdz3jty5t7367hreu	464	3	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	464	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	464	5	114	114	CD
work_htfht4hrybdz3jty5t7367hreu	464	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	465	1	Hasan	Hasan	NNP
work_htfht4hrybdz3jty5t7367hreu	465	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	465	3	K.	K.	NNP
work_htfht4hrybdz3jty5t7367hreu	465	4	S.	S.	NNP
work_htfht4hrybdz3jty5t7367hreu	465	5	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	465	6	Ng	Ng	NNP
work_htfht4hrybdz3jty5t7367hreu	465	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	465	8	V.	V.	NNP
work_htfht4hrybdz3jty5t7367hreu	465	9	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	465	10	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	465	11	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	465	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	466	1	Frame	frame	NN
work_htfht4hrybdz3jty5t7367hreu	466	2	semantics	semantic	NNS
work_htfht4hrybdz3jty5t7367hreu	466	3	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	466	4	stance	stance	NN
work_htfht4hrybdz3jty5t7367hreu	466	5	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	466	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	467	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	467	2	CoNLL	CoNLL	NNP
work_htfht4hrybdz3jty5t7367hreu	467	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	467	4	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	467	5	124–132	124–132	CD
work_htfht4hrybdz3jty5t7367hreu	467	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	468	1	He	-PRON-	PRP
work_htfht4hrybdz3jty5t7367hreu	468	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	468	3	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	469	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	469	2	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	469	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	469	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	470	1	Extracting	extract	VBG
work_htfht4hrybdz3jty5t7367hreu	470	2	topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	470	3	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	470	4	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	470	5	clinical	clinical	JJ
work_htfht4hrybdz3jty5t7367hreu	470	6	documents	document	NNS
work_htfht4hrybdz3jty5t7367hreu	470	7	.	.	.
work_htfht4hrybdz3jty5t7367hreu	471	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	471	2	AAAI	AAAI	NNP
work_htfht4hrybdz3jty5t7367hreu	471	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	471	4	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	471	5	2957–2963	2957–2963	CD
work_htfht4hrybdz3jty5t7367hreu	471	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	472	1	Kawamae	Kawamae	NNP
work_htfht4hrybdz3jty5t7367hreu	472	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	472	3	N.	N.	NNP
work_htfht4hrybdz3jty5t7367hreu	472	4	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	472	5	2012	2012	CD
work_htfht4hrybdz3jty5t7367hreu	472	6	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	472	7	.	.	.
work_htfht4hrybdz3jty5t7367hreu	473	1	Hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	473	2	approach	approach	NN
work_htfht4hrybdz3jty5t7367hreu	473	3	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	473	4	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	473	5	analysis	analysis	NN
work_htfht4hrybdz3jty5t7367hreu	473	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	474	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	474	2	Semantic	Semantic	NNP
work_htfht4hrybdz3jty5t7367hreu	474	3	Computing	computing	NN
work_htfht4hrybdz3jty5t7367hreu	474	4	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	474	5	ICSC	ICSC	NNP
work_htfht4hrybdz3jty5t7367hreu	474	6	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	474	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	474	8	2012	2012	CD
work_htfht4hrybdz3jty5t7367hreu	474	9	IEEE	IEEE	NNP
work_htfht4hrybdz3jty5t7367hreu	474	10	Sixth	Sixth	NNP
work_htfht4hrybdz3jty5t7367hreu	474	11	International	International	NNP
work_htfht4hrybdz3jty5t7367hreu	474	12	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	474	13	on	on	RB
work_htfht4hrybdz3jty5t7367hreu	474	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	474	15	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	474	16	138–145	138–145	CD
work_htfht4hrybdz3jty5t7367hreu	474	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	475	1	IEEE	IEEE	NNP
work_htfht4hrybdz3jty5t7367hreu	475	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	476	1	Kim	Kim	NNP
work_htfht4hrybdz3jty5t7367hreu	476	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	476	3	J.	J.	NNP
work_htfht4hrybdz3jty5t7367hreu	476	4	H.	H.	NNP
work_htfht4hrybdz3jty5t7367hreu	476	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	476	6	Kim	Kim	NNP
work_htfht4hrybdz3jty5t7367hreu	476	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	476	8	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	476	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	476	10	Kim	Kim	NNP
work_htfht4hrybdz3jty5t7367hreu	476	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	476	12	S.	S.	NNP
work_htfht4hrybdz3jty5t7367hreu	476	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	476	14	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	476	15	Oh	oh	UH
work_htfht4hrybdz3jty5t7367hreu	476	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	476	17	A.	a.	NN
work_htfht4hrybdz3jty5t7367hreu	477	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	477	2	2012	2012	CD
work_htfht4hrybdz3jty5t7367hreu	477	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	477	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	478	1	Modeling	model	VBG
work_htfht4hrybdz3jty5t7367hreu	478	2	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	478	3	hierarchies	hierarchie	VBZ
work_htfht4hrybdz3jty5t7367hreu	478	4	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	478	5	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	478	6	recursive	recursive	JJ
work_htfht4hrybdz3jty5t7367hreu	478	7	chinese	chinese	JJ
work_htfht4hrybdz3jty5t7367hreu	478	8	restaurant	restaurant	NN
work_htfht4hrybdz3jty5t7367hreu	478	9	process	process	NN
work_htfht4hrybdz3jty5t7367hreu	478	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	479	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	479	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	479	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	479	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	479	5	21st	21st	JJ
work_htfht4hrybdz3jty5t7367hreu	479	6	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	479	7	international	international	JJ
work_htfht4hrybdz3jty5t7367hreu	479	8	conference	conference	NN
work_htfht4hrybdz3jty5t7367hreu	479	9	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	479	10	Information	Information	NNP
work_htfht4hrybdz3jty5t7367hreu	479	11	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	479	12	knowledge	knowledge	NN
work_htfht4hrybdz3jty5t7367hreu	479	13	management	management	NN
work_htfht4hrybdz3jty5t7367hreu	479	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	479	15	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	479	16	783–792	783–792	CD
work_htfht4hrybdz3jty5t7367hreu	479	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	480	1	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	480	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	481	1	Kim	Kim	NNP
work_htfht4hrybdz3jty5t7367hreu	481	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	481	3	S.	S.	NNP
work_htfht4hrybdz3jty5t7367hreu	481	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	481	5	Zhang	Zhang	NNP
work_htfht4hrybdz3jty5t7367hreu	481	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	481	7	J.	J.	NNP
work_htfht4hrybdz3jty5t7367hreu	481	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	481	9	Chen	Chen	NNP
work_htfht4hrybdz3jty5t7367hreu	481	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	481	11	Z.	Z.	NNP
work_htfht4hrybdz3jty5t7367hreu	481	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	481	13	Oh	oh	UH
work_htfht4hrybdz3jty5t7367hreu	481	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	481	15	A.	A.	NNP
work_htfht4hrybdz3jty5t7367hreu	481	16	H.	H.	NNP
work_htfht4hrybdz3jty5t7367hreu	481	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	481	18	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	481	19	Liu	Liu	NNP
work_htfht4hrybdz3jty5t7367hreu	481	20	,	,	,
work_htfht4hrybdz3jty5t7367hreu	481	21	S.	S.	NNP
work_htfht4hrybdz3jty5t7367hreu	481	22	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	481	23	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	481	24	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	481	25	.	.	.
work_htfht4hrybdz3jty5t7367hreu	482	1	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	482	2	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	482	3	aspect	aspect	NN
work_htfht4hrybdz3jty5t7367hreu	482	4	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	482	5	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	482	6	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	482	7	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	482	8	online	online	JJ
work_htfht4hrybdz3jty5t7367hreu	482	9	reviews	review	NNS
work_htfht4hrybdz3jty5t7367hreu	482	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	483	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	483	2	AAAI	AAAI	NNP
work_htfht4hrybdz3jty5t7367hreu	483	3	.	.	.
work_htfht4hrybdz3jty5t7367hreu	484	1	Lai	Lai	NNP
work_htfht4hrybdz3jty5t7367hreu	484	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	484	3	S.	S.	NNP
work_htfht4hrybdz3jty5t7367hreu	484	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	484	5	Xu	Xu	NNP
work_htfht4hrybdz3jty5t7367hreu	484	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	484	7	L.	L.	NNP
work_htfht4hrybdz3jty5t7367hreu	484	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	484	9	Liu	Liu	NNP
work_htfht4hrybdz3jty5t7367hreu	484	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	484	11	K.	K.	NNP
work_htfht4hrybdz3jty5t7367hreu	484	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	484	13	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	484	14	Zhao	Zhao	NNP
work_htfht4hrybdz3jty5t7367hreu	484	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	484	16	J.	J.	NNP
work_htfht4hrybdz3jty5t7367hreu	485	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	485	2	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	485	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	485	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	486	1	Recurrent	recurrent	JJ
work_htfht4hrybdz3jty5t7367hreu	486	2	convolutional	convolutional	JJ
work_htfht4hrybdz3jty5t7367hreu	486	3	neural	neural	JJ
work_htfht4hrybdz3jty5t7367hreu	486	4	networks	network	NNS
work_htfht4hrybdz3jty5t7367hreu	486	5	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	486	6	text	text	NN
work_htfht4hrybdz3jty5t7367hreu	486	7	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	486	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	487	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	487	2	AAAI	aaai	NN
work_htfht4hrybdz3jty5t7367hreu	487	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	487	4	volume	volume	NN
work_htfht4hrybdz3jty5t7367hreu	487	5	333	333	CD
work_htfht4hrybdz3jty5t7367hreu	487	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	487	7	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	487	8	2267–2273	2267–2273	CD
work_htfht4hrybdz3jty5t7367hreu	487	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	488	1	Lim	Lim	NNP
work_htfht4hrybdz3jty5t7367hreu	488	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	488	3	K.	K.	NNP
work_htfht4hrybdz3jty5t7367hreu	488	4	W.	W.	NNP
work_htfht4hrybdz3jty5t7367hreu	488	5	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	488	6	Buntine	Buntine	NNP
work_htfht4hrybdz3jty5t7367hreu	488	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	488	8	W.	W.	NNP
work_htfht4hrybdz3jty5t7367hreu	488	9	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	488	10	2014	2014	CD
work_htfht4hrybdz3jty5t7367hreu	488	11	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	488	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	489	1	Twitter	twitter	NN
work_htfht4hrybdz3jty5t7367hreu	489	2	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	489	3	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	489	4	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	489	5	:	:	:
work_htfht4hrybdz3jty5t7367hreu	489	6	Extracting	extract	VBG
work_htfht4hrybdz3jty5t7367hreu	489	7	product	product	NN
work_htfht4hrybdz3jty5t7367hreu	489	8	opinions	opinion	NNS
work_htfht4hrybdz3jty5t7367hreu	489	9	from	from	IN
work_htfht4hrybdz3jty5t7367hreu	489	10	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	489	11	by	by	IN
work_htfht4hrybdz3jty5t7367hreu	489	12	leveraging	leverage	VBG
work_htfht4hrybdz3jty5t7367hreu	489	13	hashtags	hashtag	NNS
work_htfht4hrybdz3jty5t7367hreu	489	14	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	489	15	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	489	16	lexicon	lexicon	NN
work_htfht4hrybdz3jty5t7367hreu	489	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	490	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	490	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	490	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	490	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	490	5	23rd	23rd	JJ
work_htfht4hrybdz3jty5t7367hreu	490	6	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	490	7	International	International	NNP
work_htfht4hrybdz3jty5t7367hreu	490	8	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	490	9	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	490	10	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	490	11	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	490	12	Information	Information	NNP
work_htfht4hrybdz3jty5t7367hreu	490	13	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	490	14	Knowledge	Knowledge	NNP
work_htfht4hrybdz3jty5t7367hreu	490	15	Management	Management	NNP
work_htfht4hrybdz3jty5t7367hreu	490	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	490	17	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	490	18	1319–1328	1319–1328	CD
work_htfht4hrybdz3jty5t7367hreu	490	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	491	1	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	491	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	492	1	Lin	Lin	NNP
work_htfht4hrybdz3jty5t7367hreu	492	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	492	3	C.	C.	NNP
work_htfht4hrybdz3jty5t7367hreu	492	4	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	492	5	He	He	NNP
work_htfht4hrybdz3jty5t7367hreu	492	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	492	7	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	493	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	493	2	2009	2009	CD
work_htfht4hrybdz3jty5t7367hreu	493	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	493	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	494	1	Joint	joint	JJ
work_htfht4hrybdz3jty5t7367hreu	494	2	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	494	3	/	/	SYM
work_htfht4hrybdz3jty5t7367hreu	494	4	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	494	5	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	494	6	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	494	7	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	494	8	analysis	analysis	NN
work_htfht4hrybdz3jty5t7367hreu	494	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	495	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	495	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	495	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	495	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	495	5	18th	18th	JJ
work_htfht4hrybdz3jty5t7367hreu	495	6	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	495	7	conference	conference	NN
work_htfht4hrybdz3jty5t7367hreu	495	8	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	495	9	Information	information	NN
work_htfht4hrybdz3jty5t7367hreu	495	10	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	495	11	knowledge	knowledge	NN
work_htfht4hrybdz3jty5t7367hreu	495	12	management	management	NN
work_htfht4hrybdz3jty5t7367hreu	495	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	495	14	pages	page	NNS
work_htfht4hrybdz3jty5t7367hreu	495	15	375–384	375–384	CD
work_htfht4hrybdz3jty5t7367hreu	495	16	.	.	.
work_htfht4hrybdz3jty5t7367hreu	496	1	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	496	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	497	1	Lin	Lin	NNP
work_htfht4hrybdz3jty5t7367hreu	497	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	497	3	C.	C.	NNP
work_htfht4hrybdz3jty5t7367hreu	497	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	497	5	He	He	NNP
work_htfht4hrybdz3jty5t7367hreu	497	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	497	7	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	497	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	497	9	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	497	10	Everson	Everson	NNP
work_htfht4hrybdz3jty5t7367hreu	497	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	497	12	R.	R.	NNP
work_htfht4hrybdz3jty5t7367hreu	497	13	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	497	14	2010	2010	CD
work_htfht4hrybdz3jty5t7367hreu	497	15	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	497	16	.	.	.
work_htfht4hrybdz3jty5t7367hreu	498	1	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	498	2	comparative	comparative	JJ
work_htfht4hrybdz3jty5t7367hreu	498	3	study	study	NN
work_htfht4hrybdz3jty5t7367hreu	498	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	498	5	bayesian	bayesian	JJ
work_htfht4hrybdz3jty5t7367hreu	498	6	mod-	mod-	NNP
work_htfht4hrybdz3jty5t7367hreu	498	7	els	els	NNP
work_htfht4hrybdz3jty5t7367hreu	498	8	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	498	9	unsupervised	unsupervised	JJ
work_htfht4hrybdz3jty5t7367hreu	498	10	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	498	11	detection	detection	NN
work_htfht4hrybdz3jty5t7367hreu	498	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	499	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	499	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	499	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	499	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	499	5	fourteenth	fourteenth	JJ
work_htfht4hrybdz3jty5t7367hreu	499	6	conference	conference	NN
work_htfht4hrybdz3jty5t7367hreu	499	7	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	499	8	computational	computational	JJ
work_htfht4hrybdz3jty5t7367hreu	499	9	natural	natural	JJ
work_htfht4hrybdz3jty5t7367hreu	499	10	language	language	NN
work_htfht4hrybdz3jty5t7367hreu	499	11	learning	learning	NN
work_htfht4hrybdz3jty5t7367hreu	499	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	499	13	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	499	14	144–152	144–152	CD
work_htfht4hrybdz3jty5t7367hreu	499	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	500	1	Association	Association	NNP
work_htfht4hrybdz3jty5t7367hreu	500	2	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	500	3	Computational	Computational	NNP
work_htfht4hrybdz3jty5t7367hreu	500	4	Linguistics	Linguistics	NNP
work_htfht4hrybdz3jty5t7367hreu	500	5	.	.	.
work_htfht4hrybdz3jty5t7367hreu	501	1	Lindsey	Lindsey	NNP
work_htfht4hrybdz3jty5t7367hreu	501	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	501	3	R.	R.	NNP
work_htfht4hrybdz3jty5t7367hreu	501	4	V.	V.	NNP
work_htfht4hrybdz3jty5t7367hreu	501	5	,	,	,
work_htfht4hrybdz3jty5t7367hreu	501	6	Headden	Headden	NNP
work_htfht4hrybdz3jty5t7367hreu	501	7	III	III	NNP
work_htfht4hrybdz3jty5t7367hreu	501	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	501	9	W.	W.	NNP
work_htfht4hrybdz3jty5t7367hreu	501	10	P.	P.	NNP
work_htfht4hrybdz3jty5t7367hreu	501	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	501	12	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	501	13	Stipicevic	Stipicevic	NNP
work_htfht4hrybdz3jty5t7367hreu	501	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	501	15	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	501	16	J.	J.	NNP
work_htfht4hrybdz3jty5t7367hreu	502	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	502	2	2012	2012	CD
work_htfht4hrybdz3jty5t7367hreu	502	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	502	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	503	1	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	503	2	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	503	3	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	503	4	discovering	discover	VBG
work_htfht4hrybdz3jty5t7367hreu	503	5	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	503	6	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	503	7	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	503	8	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	503	9	pitman	pitman	NNP
work_htfht4hrybdz3jty5t7367hreu	503	10	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	503	11	yor	yor	NNP
work_htfht4hrybdz3jty5t7367hreu	503	12	processes	process	VBZ
work_htfht4hrybdz3jty5t7367hreu	503	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	504	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	504	2	Proceedings	Proceedings	NNP
work_htfht4hrybdz3jty5t7367hreu	504	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	504	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	504	5	Joint	Joint	NNP
work_htfht4hrybdz3jty5t7367hreu	504	6	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	504	7	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	504	8	Empirical	Empirical	NNP
work_htfht4hrybdz3jty5t7367hreu	504	9	Methods	Methods	NNPS
work_htfht4hrybdz3jty5t7367hreu	504	10	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	504	11	Natu-	Natu-	NNP
work_htfht4hrybdz3jty5t7367hreu	504	12	ral	ral	JJ
work_htfht4hrybdz3jty5t7367hreu	504	13	Language	Language	NNP
work_htfht4hrybdz3jty5t7367hreu	504	14	Processing	Processing	NNP
work_htfht4hrybdz3jty5t7367hreu	504	15	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	504	16	Computational	Computational	NNP
work_htfht4hrybdz3jty5t7367hreu	504	17	Natural	Natural	NNP
work_htfht4hrybdz3jty5t7367hreu	504	18	Language	Language	NNP
work_htfht4hrybdz3jty5t7367hreu	504	19	Learning	Learning	NNP
work_htfht4hrybdz3jty5t7367hreu	504	20	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	504	21	EMNLP	EMNLP	NNP
work_htfht4hrybdz3jty5t7367hreu	504	22	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	504	23	CoNLL	CoNLL	NNP
work_htfht4hrybdz3jty5t7367hreu	504	24	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	504	25	,	,	,
work_htfht4hrybdz3jty5t7367hreu	504	26	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	504	27	214–222	214–222	CD
work_htfht4hrybdz3jty5t7367hreu	504	28	.	.	.
work_htfht4hrybdz3jty5t7367hreu	505	1	Mcauliffe	Mcauliffe	NNP
work_htfht4hrybdz3jty5t7367hreu	505	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	505	3	J.	J.	NNP
work_htfht4hrybdz3jty5t7367hreu	505	4	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	505	5	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	505	6	Blei	Blei	NNP
work_htfht4hrybdz3jty5t7367hreu	505	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	505	8	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	505	9	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	505	10	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	505	11	2008	2008	CD
work_htfht4hrybdz3jty5t7367hreu	505	12	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	505	13	.	.	.
work_htfht4hrybdz3jty5t7367hreu	506	1	Supervised	supervise	VBN
work_htfht4hrybdz3jty5t7367hreu	506	2	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	506	3	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	506	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	507	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	507	2	Advances	advance	NNS
work_htfht4hrybdz3jty5t7367hreu	507	3	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	507	4	neural	neural	JJ
work_htfht4hrybdz3jty5t7367hreu	507	5	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	507	6	processing	processing	NN
work_htfht4hrybdz3jty5t7367hreu	507	7	systems	system	NNS
work_htfht4hrybdz3jty5t7367hreu	507	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	507	9	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	507	10	121–128	121–128	CD
work_htfht4hrybdz3jty5t7367hreu	507	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	508	1	Mikolov	Mikolov	NNP
work_htfht4hrybdz3jty5t7367hreu	508	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	508	3	T.	T.	NNP
work_htfht4hrybdz3jty5t7367hreu	508	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	508	5	Sutskever	Sutskever	NNP
work_htfht4hrybdz3jty5t7367hreu	508	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	508	7	I.	I.	NNP
work_htfht4hrybdz3jty5t7367hreu	508	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	508	9	Chen	Chen	NNP
work_htfht4hrybdz3jty5t7367hreu	508	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	508	11	K.	K.	NNP
work_htfht4hrybdz3jty5t7367hreu	508	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	508	13	Corrado	Corrado	NNP
work_htfht4hrybdz3jty5t7367hreu	508	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	508	15	G.	G.	NNP
work_htfht4hrybdz3jty5t7367hreu	508	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	508	17	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	508	18	Dean	Dean	NNP
work_htfht4hrybdz3jty5t7367hreu	508	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	508	20	J.	J.	NNP
work_htfht4hrybdz3jty5t7367hreu	509	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	509	2	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	509	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	509	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	510	1	Dis-	dis-	IN
work_htfht4hrybdz3jty5t7367hreu	510	2	tributed	tributed	JJ
work_htfht4hrybdz3jty5t7367hreu	510	3	representations	representation	NNS
work_htfht4hrybdz3jty5t7367hreu	510	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	510	5	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	510	6	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	510	7	phrases	phrase	NNS
work_htfht4hrybdz3jty5t7367hreu	510	8	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	510	9	their	-PRON-	PRP$
work_htfht4hrybdz3jty5t7367hreu	510	10	compositionality	compositionality	NN
work_htfht4hrybdz3jty5t7367hreu	510	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	511	1	Advances	advance	NNS
work_htfht4hrybdz3jty5t7367hreu	511	2	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	511	3	Neural	Neural	NNP
work_htfht4hrybdz3jty5t7367hreu	511	4	Information	Information	NNP
work_htfht4hrybdz3jty5t7367hreu	511	5	Processing	Processing	NNP
work_htfht4hrybdz3jty5t7367hreu	511	6	Systems	Systems	NNPS
work_htfht4hrybdz3jty5t7367hreu	511	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	511	8	26:3111–3119	26:3111–3119	CD
work_htfht4hrybdz3jty5t7367hreu	511	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	512	1	Mohammad	Mohammad	NNP
work_htfht4hrybdz3jty5t7367hreu	512	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	512	3	S.	S.	NNP
work_htfht4hrybdz3jty5t7367hreu	512	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	512	5	Kiritchenko	Kiritchenko	NNP
work_htfht4hrybdz3jty5t7367hreu	512	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	512	7	S.	S.	NNP
work_htfht4hrybdz3jty5t7367hreu	512	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	512	9	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	512	10	Zhu	Zhu	NNP
work_htfht4hrybdz3jty5t7367hreu	512	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	512	12	X.	X.	NNP
work_htfht4hrybdz3jty5t7367hreu	513	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	513	2	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	513	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	513	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	514	1	Nrc	Nrc	NNP
work_htfht4hrybdz3jty5t7367hreu	514	2	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	514	3	canada	canada	NNP
work_htfht4hrybdz3jty5t7367hreu	514	4	:	:	:
work_htfht4hrybdz3jty5t7367hreu	514	5	Building	build	VBG
work_htfht4hrybdz3jty5t7367hreu	514	6	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	514	7	state	state	NN
work_htfht4hrybdz3jty5t7367hreu	514	8	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	514	9	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	514	10	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	514	11	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	514	12	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	514	13	art	art	NN
work_htfht4hrybdz3jty5t7367hreu	514	14	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	514	15	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	514	16	analysis	analysis	NN
work_htfht4hrybdz3jty5t7367hreu	514	17	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	514	18	tweets	tweet	NNS
work_htfht4hrybdz3jty5t7367hreu	514	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	515	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	515	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	515	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	515	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	515	5	seventh	seventh	JJ
work_htfht4hrybdz3jty5t7367hreu	515	6	international	international	JJ
work_htfht4hrybdz3jty5t7367hreu	515	7	workshop	workshop	NN
work_htfht4hrybdz3jty5t7367hreu	515	8	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	515	9	Semantic	Semantic	NNP
work_htfht4hrybdz3jty5t7367hreu	515	10	Evaluation	Evaluation	NNP
work_htfht4hrybdz3jty5t7367hreu	515	11	Exercises	Exercises	NNPS
work_htfht4hrybdz3jty5t7367hreu	515	12	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	515	13	SemEval-2013	SemEval-2013	NNP
work_htfht4hrybdz3jty5t7367hreu	515	14	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	515	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	515	16	Atlanta	Atlanta	NNP
work_htfht4hrybdz3jty5t7367hreu	515	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	515	18	Georgia	Georgia	NNP
work_htfht4hrybdz3jty5t7367hreu	515	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	515	20	USA	USA	NNP
work_htfht4hrybdz3jty5t7367hreu	515	21	.	.	.
work_htfht4hrybdz3jty5t7367hreu	516	1	Newman	Newman	NNP
work_htfht4hrybdz3jty5t7367hreu	516	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	516	3	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	516	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	516	5	Lau	Lau	NNP
work_htfht4hrybdz3jty5t7367hreu	516	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	516	7	J.	J.	NNP
work_htfht4hrybdz3jty5t7367hreu	516	8	H.	H.	NNP
work_htfht4hrybdz3jty5t7367hreu	516	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	516	10	Grieser	Grieser	NNP
work_htfht4hrybdz3jty5t7367hreu	516	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	516	12	K.	K.	NNP
work_htfht4hrybdz3jty5t7367hreu	516	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	516	14	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	516	15	Baldwin	Baldwin	NNP
work_htfht4hrybdz3jty5t7367hreu	516	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	516	17	T.	T.	NNP
work_htfht4hrybdz3jty5t7367hreu	516	18	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	516	19	2010	2010	CD
work_htfht4hrybdz3jty5t7367hreu	516	20	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	516	21	.	.	.
work_htfht4hrybdz3jty5t7367hreu	517	1	Automatic	automatic	JJ
work_htfht4hrybdz3jty5t7367hreu	517	2	eval-	eval-	JJ
work_htfht4hrybdz3jty5t7367hreu	517	3	uation	uation	NN
work_htfht4hrybdz3jty5t7367hreu	517	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	517	5	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	517	6	coherence	coherence	NN
work_htfht4hrybdz3jty5t7367hreu	517	7	.	.	.
work_htfht4hrybdz3jty5t7367hreu	518	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	518	2	Human	Human	NNP
work_htfht4hrybdz3jty5t7367hreu	518	3	Language	Language	NNP
work_htfht4hrybdz3jty5t7367hreu	518	4	Technologies	Technologies	NNPS
work_htfht4hrybdz3jty5t7367hreu	518	5	:	:	:
work_htfht4hrybdz3jty5t7367hreu	518	6	The	the	DT
work_htfht4hrybdz3jty5t7367hreu	518	7	2010	2010	CD
work_htfht4hrybdz3jty5t7367hreu	518	8	Annual	Annual	NNP
work_htfht4hrybdz3jty5t7367hreu	518	9	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	518	10	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	518	11	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	518	12	North	north	JJ
work_htfht4hrybdz3jty5t7367hreu	518	13	American	American	NNP
work_htfht4hrybdz3jty5t7367hreu	518	14	Chapter	Chapter	NNP
work_htfht4hrybdz3jty5t7367hreu	518	15	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	518	16	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	518	17	Association	Association	NNP
work_htfht4hrybdz3jty5t7367hreu	518	18	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	518	19	Computational	Computational	NNP
work_htfht4hrybdz3jty5t7367hreu	518	20	Linguistics	Linguistics	NNP
work_htfht4hrybdz3jty5t7367hreu	518	21	,	,	,
work_htfht4hrybdz3jty5t7367hreu	518	22	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	518	23	100–108	100–108	CD
work_htfht4hrybdz3jty5t7367hreu	518	24	.	.	.
work_htfht4hrybdz3jty5t7367hreu	519	1	Association	Association	NNP
work_htfht4hrybdz3jty5t7367hreu	519	2	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	519	3	Computational	Computational	NNP
work_htfht4hrybdz3jty5t7367hreu	519	4	Linguistics	Linguistics	NNP
work_htfht4hrybdz3jty5t7367hreu	519	5	.	.	.
work_htfht4hrybdz3jty5t7367hreu	520	1	Nguyen	Nguyen	NNP
work_htfht4hrybdz3jty5t7367hreu	520	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	520	3	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	520	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	520	5	Vo	Vo	NNP
work_htfht4hrybdz3jty5t7367hreu	520	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	520	7	K.	K.	NNP
work_htfht4hrybdz3jty5t7367hreu	520	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	520	9	Pham	Pham	NNP
work_htfht4hrybdz3jty5t7367hreu	520	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	520	11	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	520	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	520	13	Nguyen	Nguyen	NNP
work_htfht4hrybdz3jty5t7367hreu	520	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	520	15	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	520	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	520	17	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	520	18	Quan	Quan	NNP
work_htfht4hrybdz3jty5t7367hreu	520	19	,	,	,
work_htfht4hrybdz3jty5t7367hreu	520	20	T.	T.	NNP
work_htfht4hrybdz3jty5t7367hreu	520	21	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	520	22	2017	2017	CD
work_htfht4hrybdz3jty5t7367hreu	520	23	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	520	24	.	.	.
work_htfht4hrybdz3jty5t7367hreu	521	1	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	521	2	deep	deep	JJ
work_htfht4hrybdz3jty5t7367hreu	521	3	architecture	architecture	NN
work_htfht4hrybdz3jty5t7367hreu	521	4	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	521	5	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	521	6	analysis	analysis	NN
work_htfht4hrybdz3jty5t7367hreu	521	7	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	521	8	news	news	NN
work_htfht4hrybdz3jty5t7367hreu	521	9	articles	article	NNS
work_htfht4hrybdz3jty5t7367hreu	521	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	522	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	522	2	International	International	NNP
work_htfht4hrybdz3jty5t7367hreu	522	3	Con-	Con-	NNP
work_htfht4hrybdz3jty5t7367hreu	522	4	ference	ference	NN
work_htfht4hrybdz3jty5t7367hreu	522	5	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	522	6	Computer	Computer	NNP
work_htfht4hrybdz3jty5t7367hreu	522	7	Science	Science	NNP
work_htfht4hrybdz3jty5t7367hreu	522	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	522	9	Applied	Applied	NNP
work_htfht4hrybdz3jty5t7367hreu	522	10	Mathematics	Mathematics	NNPS
work_htfht4hrybdz3jty5t7367hreu	522	11	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	522	12	Applications	Applications	NNPS
work_htfht4hrybdz3jty5t7367hreu	522	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	522	14	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	522	15	129–140	129–140	CD
work_htfht4hrybdz3jty5t7367hreu	522	16	.	.	.
work_htfht4hrybdz3jty5t7367hreu	523	1	Springer	Springer	NNP
work_htfht4hrybdz3jty5t7367hreu	523	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	524	1	Paisley	Paisley	NNP
work_htfht4hrybdz3jty5t7367hreu	524	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	524	3	J.	J.	NNP
work_htfht4hrybdz3jty5t7367hreu	524	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	524	5	Wang	Wang	NNP
work_htfht4hrybdz3jty5t7367hreu	524	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	524	7	C.	C.	NNP
work_htfht4hrybdz3jty5t7367hreu	524	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	524	9	Blei	Blei	NNP
work_htfht4hrybdz3jty5t7367hreu	524	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	524	11	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	524	12	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	524	13	,	,	,
work_htfht4hrybdz3jty5t7367hreu	524	14	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	524	15	Jordan	Jordan	NNP
work_htfht4hrybdz3jty5t7367hreu	524	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	524	17	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	524	18	I.	I.	NNP
work_htfht4hrybdz3jty5t7367hreu	525	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	525	2	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	525	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	525	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	526	1	Nested	nested	JJ
work_htfht4hrybdz3jty5t7367hreu	526	2	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	526	3	dirichlet	dirichlet	NN
work_htfht4hrybdz3jty5t7367hreu	526	4	processes	process	NNS
work_htfht4hrybdz3jty5t7367hreu	526	5	.	.	.
work_htfht4hrybdz3jty5t7367hreu	527	1	IEEE	IEEE	NNP
work_htfht4hrybdz3jty5t7367hreu	527	2	Transactions	transaction	NNS
work_htfht4hrybdz3jty5t7367hreu	527	3	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	527	4	Pattern	Pattern	NNP
work_htfht4hrybdz3jty5t7367hreu	527	5	Analysis	Analysis	NNP
work_htfht4hrybdz3jty5t7367hreu	527	6	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	527	7	Machine	Machine	NNP
work_htfht4hrybdz3jty5t7367hreu	527	8	Intelligence	Intelligence	NNP
work_htfht4hrybdz3jty5t7367hreu	527	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	527	10	37(2):256–270	37(2):256–270	CD
work_htfht4hrybdz3jty5t7367hreu	527	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	528	1	Pitman	Pitman	NNP
work_htfht4hrybdz3jty5t7367hreu	528	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	528	3	J.	J.	NNP
work_htfht4hrybdz3jty5t7367hreu	528	4	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	528	5	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	528	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	529	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	529	2	2002	2002	CD
work_htfht4hrybdz3jty5t7367hreu	529	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	529	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	530	1	Combinatorial	combinatorial	JJ
work_htfht4hrybdz3jty5t7367hreu	530	2	stochastic	stochastic	JJ
work_htfht4hrybdz3jty5t7367hreu	530	3	processes	process	NNS
work_htfht4hrybdz3jty5t7367hreu	530	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	531	1	Ren	Ren	NNP
work_htfht4hrybdz3jty5t7367hreu	531	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	531	3	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	531	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	531	5	Zhang	Zhang	NNP
work_htfht4hrybdz3jty5t7367hreu	531	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	531	7	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	531	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	531	9	Zhang	Zhang	NNP
work_htfht4hrybdz3jty5t7367hreu	531	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	531	11	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	531	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	531	13	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	531	14	Ji	Ji	NNP
work_htfht4hrybdz3jty5t7367hreu	531	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	531	16	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	531	17	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	531	18	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	531	19	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	531	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	532	1	Context	context	NN
work_htfht4hrybdz3jty5t7367hreu	532	2	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	532	3	sensitive	sensitive	JJ
work_htfht4hrybdz3jty5t7367hreu	532	4	twitter	twitter	NN
work_htfht4hrybdz3jty5t7367hreu	532	5	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	532	6	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	532	7	using	use	VBG
work_htfht4hrybdz3jty5t7367hreu	532	8	neural	neural	JJ
work_htfht4hrybdz3jty5t7367hreu	532	9	network	network	NN
work_htfht4hrybdz3jty5t7367hreu	532	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	533	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	533	2	AAAI	AAAI	NNP
work_htfht4hrybdz3jty5t7367hreu	533	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	533	4	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	533	5	215–221	215–221	CD
work_htfht4hrybdz3jty5t7367hreu	533	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	534	1	Röder	Röder	NNP
work_htfht4hrybdz3jty5t7367hreu	534	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	534	3	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	534	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	534	5	Both	both	DT
work_htfht4hrybdz3jty5t7367hreu	534	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	534	7	A.	a.	NN
work_htfht4hrybdz3jty5t7367hreu	534	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	534	9	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	534	10	Hinneburg	Hinneburg	NNP
work_htfht4hrybdz3jty5t7367hreu	534	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	534	12	A.	a.	NN
work_htfht4hrybdz3jty5t7367hreu	535	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	535	2	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	535	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	535	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	536	1	Exploring	explore	VBG
work_htfht4hrybdz3jty5t7367hreu	536	2	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	536	3	space	space	NN
work_htfht4hrybdz3jty5t7367hreu	536	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	536	5	topic	topic	JJ
work_htfht4hrybdz3jty5t7367hreu	536	6	coherence	coherence	NN
work_htfht4hrybdz3jty5t7367hreu	536	7	measures	measure	NNS
work_htfht4hrybdz3jty5t7367hreu	536	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	537	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	537	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	537	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	537	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	537	5	eighth	eighth	JJ
work_htfht4hrybdz3jty5t7367hreu	537	6	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	537	7	international	international	JJ
work_htfht4hrybdz3jty5t7367hreu	537	8	con-	con-	NN
work_htfht4hrybdz3jty5t7367hreu	537	9	ference	ference	NN
work_htfht4hrybdz3jty5t7367hreu	537	10	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	537	11	Web	web	NN
work_htfht4hrybdz3jty5t7367hreu	537	12	search	search	NN
work_htfht4hrybdz3jty5t7367hreu	537	13	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	537	14	data	datum	NNS
work_htfht4hrybdz3jty5t7367hreu	537	15	mining	mining	NN
work_htfht4hrybdz3jty5t7367hreu	537	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	537	17	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	537	18	399–408	399–408	CD
work_htfht4hrybdz3jty5t7367hreu	537	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	538	1	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	538	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	539	1	Severyn	Severyn	NNP
work_htfht4hrybdz3jty5t7367hreu	539	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	539	3	A.	A.	NNP
work_htfht4hrybdz3jty5t7367hreu	539	4	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	539	5	Moschitti	Moschitti	NNP
work_htfht4hrybdz3jty5t7367hreu	539	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	539	7	A.	a.	NN
work_htfht4hrybdz3jty5t7367hreu	540	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	540	2	2015a	2015a	CD
work_htfht4hrybdz3jty5t7367hreu	540	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	540	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	541	1	Twitter	twitter	NN
work_htfht4hrybdz3jty5t7367hreu	541	2	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	541	3	analysis	analysis	NN
work_htfht4hrybdz3jty5t7367hreu	541	4	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	541	5	deep	deep	JJ
work_htfht4hrybdz3jty5t7367hreu	541	6	convolutional	convolutional	JJ
work_htfht4hrybdz3jty5t7367hreu	541	7	neural	neural	JJ
work_htfht4hrybdz3jty5t7367hreu	541	8	networks	network	NNS
work_htfht4hrybdz3jty5t7367hreu	541	9	.	.	.
work_htfht4hrybdz3jty5t7367hreu	542	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	542	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	542	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	542	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	542	5	38th	38th	JJ
work_htfht4hrybdz3jty5t7367hreu	542	6	International	International	NNP
work_htfht4hrybdz3jty5t7367hreu	542	7	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	542	8	SIGIR	SIGIR	NNP
work_htfht4hrybdz3jty5t7367hreu	542	9	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	542	10	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	542	11	Research	Research	NNP
work_htfht4hrybdz3jty5t7367hreu	542	12	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	542	13	Development	Development	NNP
work_htfht4hrybdz3jty5t7367hreu	542	14	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	542	15	Information	Information	NNP
work_htfht4hrybdz3jty5t7367hreu	542	16	Re-	Re-	NNP
work_htfht4hrybdz3jty5t7367hreu	542	17	trieval	trieval	NN
work_htfht4hrybdz3jty5t7367hreu	542	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	542	19	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	542	20	959–962	959–962	CD
work_htfht4hrybdz3jty5t7367hreu	542	21	.	.	.
work_htfht4hrybdz3jty5t7367hreu	543	1	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	543	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	544	1	Severyn	Severyn	NNP
work_htfht4hrybdz3jty5t7367hreu	544	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	544	3	A.	A.	NNP
work_htfht4hrybdz3jty5t7367hreu	544	4	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	544	5	Moschitti	Moschitti	NNP
work_htfht4hrybdz3jty5t7367hreu	544	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	544	7	A.	a.	NN
work_htfht4hrybdz3jty5t7367hreu	545	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	545	2	2015b	2015b	CD
work_htfht4hrybdz3jty5t7367hreu	545	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	545	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	546	1	Unitn	Unitn	NNP
work_htfht4hrybdz3jty5t7367hreu	546	2	:	:	:
work_htfht4hrybdz3jty5t7367hreu	546	3	Training	train	VBG
work_htfht4hrybdz3jty5t7367hreu	546	4	deep	deep	JJ
work_htfht4hrybdz3jty5t7367hreu	546	5	convolutional	convolutional	JJ
work_htfht4hrybdz3jty5t7367hreu	546	6	neural	neural	JJ
work_htfht4hrybdz3jty5t7367hreu	546	7	network	network	NN
work_htfht4hrybdz3jty5t7367hreu	546	8	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	546	9	twitter	twitter	NNP
work_htfht4hrybdz3jty5t7367hreu	546	10	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	546	11	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	546	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	547	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	547	2	Proceedings	Proceedings	NNP
work_htfht4hrybdz3jty5t7367hreu	547	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	547	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	547	5	9th	9th	JJ
work_htfht4hrybdz3jty5t7367hreu	547	6	international	international	JJ
work_htfht4hrybdz3jty5t7367hreu	547	7	workshop	workshop	NN
work_htfht4hrybdz3jty5t7367hreu	547	8	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	547	9	semantic	semantic	JJ
work_htfht4hrybdz3jty5t7367hreu	547	10	evaluation	evaluation	NN
work_htfht4hrybdz3jty5t7367hreu	547	11	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	547	12	SemEval	SemEval	NNP
work_htfht4hrybdz3jty5t7367hreu	547	13	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	547	14	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	547	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	547	16	pages	page	NNS
work_htfht4hrybdz3jty5t7367hreu	547	17	464–469	464–469	CD
work_htfht4hrybdz3jty5t7367hreu	547	18	.	.	.
work_htfht4hrybdz3jty5t7367hreu	548	1	Tang	Tang	NNP
work_htfht4hrybdz3jty5t7367hreu	548	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	548	3	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	548	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	548	5	Qin	Qin	NNP
work_htfht4hrybdz3jty5t7367hreu	548	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	548	7	B.	B.	NNP
work_htfht4hrybdz3jty5t7367hreu	548	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	548	9	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	548	10	Liu	Liu	NNP
work_htfht4hrybdz3jty5t7367hreu	548	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	548	12	T.	T.	NNP
work_htfht4hrybdz3jty5t7367hreu	548	13	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	548	14	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	548	15	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	548	16	.	.	.
work_htfht4hrybdz3jty5t7367hreu	549	1	Document	document	NN
work_htfht4hrybdz3jty5t7367hreu	549	2	modeling	model	VBG
work_htfht4hrybdz3jty5t7367hreu	549	3	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	549	4	gated	gate	VBN
work_htfht4hrybdz3jty5t7367hreu	549	5	recurrent	recurrent	JJ
work_htfht4hrybdz3jty5t7367hreu	549	6	neural	neural	JJ
work_htfht4hrybdz3jty5t7367hreu	549	7	network	network	NN
work_htfht4hrybdz3jty5t7367hreu	549	8	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	549	9	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	549	10	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	549	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	550	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	550	2	Proceedings	Proceedings	NNP
work_htfht4hrybdz3jty5t7367hreu	550	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	550	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	550	5	2015	2015	CD
work_htfht4hrybdz3jty5t7367hreu	550	6	con-	con-	NN
work_htfht4hrybdz3jty5t7367hreu	550	7	ference	ference	NN
work_htfht4hrybdz3jty5t7367hreu	550	8	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	550	9	empirical	empirical	JJ
work_htfht4hrybdz3jty5t7367hreu	550	10	methods	method	NNS
work_htfht4hrybdz3jty5t7367hreu	550	11	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	550	12	natural	natural	JJ
work_htfht4hrybdz3jty5t7367hreu	550	13	language	language	NN
work_htfht4hrybdz3jty5t7367hreu	550	14	processing	processing	NN
work_htfht4hrybdz3jty5t7367hreu	550	15	,	,	,
work_htfht4hrybdz3jty5t7367hreu	550	16	pages	page	NNS
work_htfht4hrybdz3jty5t7367hreu	550	17	1422	1422	CD
work_htfht4hrybdz3jty5t7367hreu	550	18	–	–	:
work_htfht4hrybdz3jty5t7367hreu	550	19	1432	1432	CD
work_htfht4hrybdz3jty5t7367hreu	550	20	.	.	.
work_htfht4hrybdz3jty5t7367hreu	551	1	Teh	Teh	NNP
work_htfht4hrybdz3jty5t7367hreu	551	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	551	3	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	551	4	W.	W.	NNP
work_htfht4hrybdz3jty5t7367hreu	551	5	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	551	6	2006	2006	CD
work_htfht4hrybdz3jty5t7367hreu	551	7	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	551	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	552	1	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	552	2	hierarchical	hierarchical	JJ
work_htfht4hrybdz3jty5t7367hreu	552	3	bayesian	bayesian	JJ
work_htfht4hrybdz3jty5t7367hreu	552	4	language	language	NN
work_htfht4hrybdz3jty5t7367hreu	552	5	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	552	6	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	552	7	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	552	8	pitman-	pitman-	XX
work_htfht4hrybdz3jty5t7367hreu	552	9	yor	yor	NNP
work_htfht4hrybdz3jty5t7367hreu	552	10	processes	process	NNS
work_htfht4hrybdz3jty5t7367hreu	552	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	553	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	553	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	553	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	553	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	553	5	21st	21st	JJ
work_htfht4hrybdz3jty5t7367hreu	553	6	International	International	NNP
work_htfht4hrybdz3jty5t7367hreu	553	7	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	553	8	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	553	9	Com-	Com-	NNP
work_htfht4hrybdz3jty5t7367hreu	553	10	putational	putational	JJ
work_htfht4hrybdz3jty5t7367hreu	553	11	Linguistics	Linguistics	NNP
work_htfht4hrybdz3jty5t7367hreu	553	12	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	553	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	553	14	44th	44th	JJ
work_htfht4hrybdz3jty5t7367hreu	553	15	annual	annual	JJ
work_htfht4hrybdz3jty5t7367hreu	553	16	meeting	meeting	NN
work_htfht4hrybdz3jty5t7367hreu	553	17	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	553	18	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	553	19	Association	Association	NNP
work_htfht4hrybdz3jty5t7367hreu	553	20	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	553	21	Computational	Computational	NNP
work_htfht4hrybdz3jty5t7367hreu	553	22	Linguistics	Linguistics	NNP
work_htfht4hrybdz3jty5t7367hreu	553	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	553	24	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	553	25	985–992	985–992	CD
work_htfht4hrybdz3jty5t7367hreu	553	26	.	.	.
work_htfht4hrybdz3jty5t7367hreu	554	1	Association	Association	NNP
work_htfht4hrybdz3jty5t7367hreu	554	2	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	554	3	Computational	Computational	NNP
work_htfht4hrybdz3jty5t7367hreu	554	4	Linguistics	Linguistics	NNP
work_htfht4hrybdz3jty5t7367hreu	554	5	.	.	.
work_htfht4hrybdz3jty5t7367hreu	555	1	Thonet	Thonet	NNP
work_htfht4hrybdz3jty5t7367hreu	555	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	555	3	T.	T.	NNP
work_htfht4hrybdz3jty5t7367hreu	555	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	555	5	Cabanac	Cabanac	NNP
work_htfht4hrybdz3jty5t7367hreu	555	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	555	7	G.	G.	NNP
work_htfht4hrybdz3jty5t7367hreu	555	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	555	9	Boughanem	Boughanem	NNP
work_htfht4hrybdz3jty5t7367hreu	555	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	555	11	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	555	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	555	13	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	555	14	Pinel	Pinel	NNP
work_htfht4hrybdz3jty5t7367hreu	555	15	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	555	16	Sauvagnat	Sauvagnat	NNP
work_htfht4hrybdz3jty5t7367hreu	555	17	,	,	,
work_htfht4hrybdz3jty5t7367hreu	555	18	K.	K.	NNP
work_htfht4hrybdz3jty5t7367hreu	555	19	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	555	20	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	555	21	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	555	22	.	.	.
work_htfht4hrybdz3jty5t7367hreu	556	1	Vo-	vo-	JJ
work_htfht4hrybdz3jty5t7367hreu	556	2	dum	dum	NN
work_htfht4hrybdz3jty5t7367hreu	556	3	:	:	:
work_htfht4hrybdz3jty5t7367hreu	556	4	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	556	5	topic	topic	JJ
work_htfht4hrybdz3jty5t7367hreu	556	6	model	model	NN
work_htfht4hrybdz3jty5t7367hreu	556	7	unifying	unifying	NN
work_htfht4hrybdz3jty5t7367hreu	556	8	viewpoint	viewpoint	NN
work_htfht4hrybdz3jty5t7367hreu	556	9	,	,	,
work_htfht4hrybdz3jty5t7367hreu	556	10	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	556	11	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	556	12	opinion	opinion	NN
work_htfht4hrybdz3jty5t7367hreu	556	13	discovery	discovery	NN
work_htfht4hrybdz3jty5t7367hreu	556	14	.	.	.
work_htfht4hrybdz3jty5t7367hreu	557	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	557	2	European	European	NNP
work_htfht4hrybdz3jty5t7367hreu	557	3	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	557	4	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	557	5	Information	Information	NNP
work_htfht4hrybdz3jty5t7367hreu	557	6	Retrieval	Retrieval	NNP
work_htfht4hrybdz3jty5t7367hreu	557	7	,	,	,
work_htfht4hrybdz3jty5t7367hreu	557	8	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	557	9	533–545	533–545	CD
work_htfht4hrybdz3jty5t7367hreu	557	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	558	1	Springer	Springer	NNP
work_htfht4hrybdz3jty5t7367hreu	558	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	559	1	Trabelsi	Trabelsi	NNP
work_htfht4hrybdz3jty5t7367hreu	559	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	559	3	A.	A.	NNP
work_htfht4hrybdz3jty5t7367hreu	559	4	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	559	5	Zaıane	Zaıane	NNP
work_htfht4hrybdz3jty5t7367hreu	559	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	559	7	O.	O.	NNP
work_htfht4hrybdz3jty5t7367hreu	559	8	R.	R.	NNP
work_htfht4hrybdz3jty5t7367hreu	559	9	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	559	10	2014	2014	CD
work_htfht4hrybdz3jty5t7367hreu	559	11	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	559	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	560	1	Finding	find	VBG
work_htfht4hrybdz3jty5t7367hreu	560	2	arguing	argue	VBG
work_htfht4hrybdz3jty5t7367hreu	560	3	expressions	expression	NNS
work_htfht4hrybdz3jty5t7367hreu	560	4	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	560	5	diver-	diver-	JJ
work_htfht4hrybdz3jty5t7367hreu	560	6	gent	gent	NN
work_htfht4hrybdz3jty5t7367hreu	560	7	viewpoints	viewpoint	NNS
work_htfht4hrybdz3jty5t7367hreu	560	8	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	560	9	online	online	JJ
work_htfht4hrybdz3jty5t7367hreu	560	10	debates	debate	NNS
work_htfht4hrybdz3jty5t7367hreu	560	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	561	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	561	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	561	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	561	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	561	5	5th	5th	JJ
work_htfht4hrybdz3jty5t7367hreu	561	6	Workshop	Workshop	NNP
work_htfht4hrybdz3jty5t7367hreu	561	7	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	561	8	Language	Language	NNP
work_htfht4hrybdz3jty5t7367hreu	561	9	Analysis	Analysis	NNP
work_htfht4hrybdz3jty5t7367hreu	561	10	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	561	11	Social	Social	NNP
work_htfht4hrybdz3jty5t7367hreu	561	12	Media	Media	NNP
work_htfht4hrybdz3jty5t7367hreu	561	13	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	561	14	LASM)@	LASM)@	NNP
work_htfht4hrybdz3jty5t7367hreu	561	15	EACL	EACL	NNP
work_htfht4hrybdz3jty5t7367hreu	561	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	561	17	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	561	18	35–43	35–43	NN
work_htfht4hrybdz3jty5t7367hreu	561	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	562	1	Vilares	Vilares	NNP
work_htfht4hrybdz3jty5t7367hreu	562	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	562	3	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	562	4	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	562	5	He	He	NNP
work_htfht4hrybdz3jty5t7367hreu	562	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	562	7	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	563	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	563	2	2017	2017	CD
work_htfht4hrybdz3jty5t7367hreu	563	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	563	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	564	1	Detecting	detect	VBG
work_htfht4hrybdz3jty5t7367hreu	564	2	perspectives	perspective	NNS
work_htfht4hrybdz3jty5t7367hreu	564	3	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	564	4	political	political	JJ
work_htfht4hrybdz3jty5t7367hreu	564	5	debates	debate	NNS
work_htfht4hrybdz3jty5t7367hreu	564	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	565	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	565	2	Proceedings	Proceedings	NNP
work_htfht4hrybdz3jty5t7367hreu	565	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	565	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	565	5	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	565	6	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	565	7	Empirical	Empirical	NNP
work_htfht4hrybdz3jty5t7367hreu	565	8	Methods	Methods	NNPS
work_htfht4hrybdz3jty5t7367hreu	565	9	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	565	10	Natural	Natural	NNP
work_htfht4hrybdz3jty5t7367hreu	565	11	Language	Language	NNP
work_htfht4hrybdz3jty5t7367hreu	565	12	Processing	Processing	NNP
work_htfht4hrybdz3jty5t7367hreu	565	13	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	565	14	EMNLP	EMNLP	NNP
work_htfht4hrybdz3jty5t7367hreu	565	15	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	565	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	565	17	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	565	18	1573–1582	1573–1582	CD
work_htfht4hrybdz3jty5t7367hreu	565	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	566	1	Wallach	Wallach	NNP
work_htfht4hrybdz3jty5t7367hreu	566	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	566	3	H.	H.	NNP
work_htfht4hrybdz3jty5t7367hreu	566	4	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	566	5	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	566	6	2006	2006	CD
work_htfht4hrybdz3jty5t7367hreu	566	7	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	566	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	567	1	Topic	topic	JJ
work_htfht4hrybdz3jty5t7367hreu	567	2	modeling	modeling	NN
work_htfht4hrybdz3jty5t7367hreu	567	3	:	:	:
work_htfht4hrybdz3jty5t7367hreu	567	4	beyond	beyond	IN
work_htfht4hrybdz3jty5t7367hreu	567	5	bag	bag	NN
work_htfht4hrybdz3jty5t7367hreu	567	6	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	567	7	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	567	8	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	567	9	words	word	NNS
work_htfht4hrybdz3jty5t7367hreu	567	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	568	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	568	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	568	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	568	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	568	5	23rd	23rd	JJ
work_htfht4hrybdz3jty5t7367hreu	568	6	international	international	JJ
work_htfht4hrybdz3jty5t7367hreu	568	7	conference	conference	NN
work_htfht4hrybdz3jty5t7367hreu	568	8	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	568	9	Machine	Machine	NNP
work_htfht4hrybdz3jty5t7367hreu	568	10	learning	learning	NN
work_htfht4hrybdz3jty5t7367hreu	568	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	568	12	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	568	13	977–984	977–984	CD
work_htfht4hrybdz3jty5t7367hreu	568	14	.	.	.
work_htfht4hrybdz3jty5t7367hreu	569	1	October	October	NNP
work_htfht4hrybdz3jty5t7367hreu	569	2	8	8	CD
work_htfht4hrybdz3jty5t7367hreu	569	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	569	4	2018	2018	CD
work_htfht4hrybdz3jty5t7367hreu	569	5	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	569	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	570	1	Wang	Wang	NNP
work_htfht4hrybdz3jty5t7367hreu	570	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	570	3	C.	C.	NNP
work_htfht4hrybdz3jty5t7367hreu	570	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	570	5	Danilevsky	Danilevsky	NNP
work_htfht4hrybdz3jty5t7367hreu	570	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	570	7	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	570	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	570	9	Desai	Desai	NNP
work_htfht4hrybdz3jty5t7367hreu	570	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	570	11	N.	N.	NNP
work_htfht4hrybdz3jty5t7367hreu	570	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	570	13	Zhang	Zhang	NNP
work_htfht4hrybdz3jty5t7367hreu	570	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	570	15	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	570	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	570	17	Nguyen	Nguyen	NNP
work_htfht4hrybdz3jty5t7367hreu	570	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	570	19	P.	P.	NNP
work_htfht4hrybdz3jty5t7367hreu	570	20	,	,	,
work_htfht4hrybdz3jty5t7367hreu	570	21	Taula	Taula	NNP
work_htfht4hrybdz3jty5t7367hreu	570	22	,	,	,
work_htfht4hrybdz3jty5t7367hreu	570	23	T.	T.	NNP
work_htfht4hrybdz3jty5t7367hreu	570	24	,	,	,
work_htfht4hrybdz3jty5t7367hreu	570	25	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	570	26	Han	Han	NNP
work_htfht4hrybdz3jty5t7367hreu	570	27	,	,	,
work_htfht4hrybdz3jty5t7367hreu	570	28	J.	J.	NNP
work_htfht4hrybdz3jty5t7367hreu	571	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	571	2	2013	2013	CD
work_htfht4hrybdz3jty5t7367hreu	571	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	571	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	572	1	A	a	DT
work_htfht4hrybdz3jty5t7367hreu	572	2	phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	572	3	mining	mining	NN
work_htfht4hrybdz3jty5t7367hreu	572	4	framework	framework	NN
work_htfht4hrybdz3jty5t7367hreu	572	5	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	572	6	recursive	recursive	JJ
work_htfht4hrybdz3jty5t7367hreu	572	7	construction	construction	NN
work_htfht4hrybdz3jty5t7367hreu	572	8	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	572	9	a	a	DT
work_htfht4hrybdz3jty5t7367hreu	572	10	topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	572	11	hierarchy	hierarchy	NN
work_htfht4hrybdz3jty5t7367hreu	572	12	.	.	.
work_htfht4hrybdz3jty5t7367hreu	573	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	573	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	573	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	573	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	573	5	19th	19th	JJ
work_htfht4hrybdz3jty5t7367hreu	573	6	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	573	7	SIGKDD	SIGKDD	NNP
work_htfht4hrybdz3jty5t7367hreu	573	8	international	international	JJ
work_htfht4hrybdz3jty5t7367hreu	573	9	conference	conference	NN
work_htfht4hrybdz3jty5t7367hreu	573	10	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	573	11	Knowledge	Knowledge	NNP
work_htfht4hrybdz3jty5t7367hreu	573	12	discovery	discovery	NN
work_htfht4hrybdz3jty5t7367hreu	573	13	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	573	14	data	datum	NNS
work_htfht4hrybdz3jty5t7367hreu	573	15	mining	mining	NN
work_htfht4hrybdz3jty5t7367hreu	573	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	573	17	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	573	18	437–445	437–445	CD
work_htfht4hrybdz3jty5t7367hreu	573	19	.	.	.
work_htfht4hrybdz3jty5t7367hreu	574	1	ACM	ACM	NNP
work_htfht4hrybdz3jty5t7367hreu	574	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	575	1	Wang	Wang	NNP
work_htfht4hrybdz3jty5t7367hreu	575	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	575	3	X.	X.	NNP
work_htfht4hrybdz3jty5t7367hreu	575	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	575	5	McCallum	McCallum	NNP
work_htfht4hrybdz3jty5t7367hreu	575	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	575	7	A.	a.	NN
work_htfht4hrybdz3jty5t7367hreu	575	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	575	9	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	575	10	Wei	Wei	NNP
work_htfht4hrybdz3jty5t7367hreu	575	11	,	,	,
work_htfht4hrybdz3jty5t7367hreu	575	12	X.	X.	NNP
work_htfht4hrybdz3jty5t7367hreu	576	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	576	2	2007	2007	CD
work_htfht4hrybdz3jty5t7367hreu	576	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	576	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	577	1	Topical	topical	JJ
work_htfht4hrybdz3jty5t7367hreu	577	2	n	n	NNP
work_htfht4hrybdz3jty5t7367hreu	577	3	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	577	4	grams	gram	NNS
work_htfht4hrybdz3jty5t7367hreu	577	5	:	:	:
work_htfht4hrybdz3jty5t7367hreu	577	6	Phrase	phrase	NN
work_htfht4hrybdz3jty5t7367hreu	577	7	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	577	8	topic	topic	NN
work_htfht4hrybdz3jty5t7367hreu	577	9	discovery	discovery	NN
work_htfht4hrybdz3jty5t7367hreu	577	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	577	11	with	with	IN
work_htfht4hrybdz3jty5t7367hreu	577	12	an	an	DT
work_htfht4hrybdz3jty5t7367hreu	577	13	application	application	NN
work_htfht4hrybdz3jty5t7367hreu	577	14	to	to	IN
work_htfht4hrybdz3jty5t7367hreu	577	15	information	information	NN
work_htfht4hrybdz3jty5t7367hreu	577	16	retrieval	retrieval	NN
work_htfht4hrybdz3jty5t7367hreu	577	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	578	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	578	2	Data	Data	NNP
work_htfht4hrybdz3jty5t7367hreu	578	3	Mining	Mining	NNP
work_htfht4hrybdz3jty5t7367hreu	578	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	578	5	2007	2007	CD
work_htfht4hrybdz3jty5t7367hreu	578	6	.	.	.
work_htfht4hrybdz3jty5t7367hreu	579	1	ICDM	ICDM	NNP
work_htfht4hrybdz3jty5t7367hreu	579	2	2007	2007	CD
work_htfht4hrybdz3jty5t7367hreu	579	3	.	.	.
work_htfht4hrybdz3jty5t7367hreu	580	1	Seventh	seventh	JJ
work_htfht4hrybdz3jty5t7367hreu	580	2	IEEE	IEEE	NNP
work_htfht4hrybdz3jty5t7367hreu	580	3	International	International	NNP
work_htfht4hrybdz3jty5t7367hreu	580	4	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	580	5	on	on	RB
work_htfht4hrybdz3jty5t7367hreu	580	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	580	7	pages	page	NNS
work_htfht4hrybdz3jty5t7367hreu	580	8	697	697	CD
work_htfht4hrybdz3jty5t7367hreu	580	9	–	–	:
work_htfht4hrybdz3jty5t7367hreu	580	10	702	702	CD
work_htfht4hrybdz3jty5t7367hreu	580	11	.	.	.
work_htfht4hrybdz3jty5t7367hreu	581	1	IEEE	IEEE	NNP
work_htfht4hrybdz3jty5t7367hreu	581	2	.	.	.
work_htfht4hrybdz3jty5t7367hreu	582	1	Wang	Wang	NNP
work_htfht4hrybdz3jty5t7367hreu	582	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	582	3	Y.	Y.	NNP
work_htfht4hrybdz3jty5t7367hreu	582	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	582	5	Huang	Huang	NNP
work_htfht4hrybdz3jty5t7367hreu	582	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	582	7	M.	M.	NNP
work_htfht4hrybdz3jty5t7367hreu	582	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	582	9	Zhao	Zhao	NNP
work_htfht4hrybdz3jty5t7367hreu	582	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	582	11	L.	L.	NNP
work_htfht4hrybdz3jty5t7367hreu	582	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	582	13	et	et	NNP
work_htfht4hrybdz3jty5t7367hreu	582	14	al	al	NNP
work_htfht4hrybdz3jty5t7367hreu	582	15	.	.	.
work_htfht4hrybdz3jty5t7367hreu	583	1	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	583	2	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	583	3	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	583	4	.	.	.
work_htfht4hrybdz3jty5t7367hreu	584	1	Attention	attention	NN
work_htfht4hrybdz3jty5t7367hreu	584	2	-	-	HYPH
work_htfht4hrybdz3jty5t7367hreu	584	3	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	584	4	lstm	lstm	NNP
work_htfht4hrybdz3jty5t7367hreu	584	5	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	584	6	aspect-	aspect-	JJ
work_htfht4hrybdz3jty5t7367hreu	584	7	level	level	NN
work_htfht4hrybdz3jty5t7367hreu	584	8	sentiment	sentiment	NN
work_htfht4hrybdz3jty5t7367hreu	584	9	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	584	10	.	.	.
work_htfht4hrybdz3jty5t7367hreu	585	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	585	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	585	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	585	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	585	5	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	585	6	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	585	7	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	585	8	Empirical	Empirical	NNP
work_htfht4hrybdz3jty5t7367hreu	585	9	Methods	Methods	NNPS
work_htfht4hrybdz3jty5t7367hreu	585	10	in	in	IN
work_htfht4hrybdz3jty5t7367hreu	585	11	Natural	Natural	NNP
work_htfht4hrybdz3jty5t7367hreu	585	12	Language	Language	NNP
work_htfht4hrybdz3jty5t7367hreu	585	13	Processing	Processing	NNP
work_htfht4hrybdz3jty5t7367hreu	585	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	585	15	pages	page	VBZ
work_htfht4hrybdz3jty5t7367hreu	585	16	606–615	606–615	CD
work_htfht4hrybdz3jty5t7367hreu	585	17	.	.	.
work_htfht4hrybdz3jty5t7367hreu	586	1	Yang	Yang	NNP
work_htfht4hrybdz3jty5t7367hreu	586	2	,	,	,
work_htfht4hrybdz3jty5t7367hreu	586	3	Z.	Z.	NNP
work_htfht4hrybdz3jty5t7367hreu	586	4	,	,	,
work_htfht4hrybdz3jty5t7367hreu	586	5	Yang	Yang	NNP
work_htfht4hrybdz3jty5t7367hreu	586	6	,	,	,
work_htfht4hrybdz3jty5t7367hreu	586	7	D.	D.	NNP
work_htfht4hrybdz3jty5t7367hreu	586	8	,	,	,
work_htfht4hrybdz3jty5t7367hreu	586	9	Dyer	Dyer	NNP
work_htfht4hrybdz3jty5t7367hreu	586	10	,	,	,
work_htfht4hrybdz3jty5t7367hreu	586	11	C.	C.	NNP
work_htfht4hrybdz3jty5t7367hreu	586	12	,	,	,
work_htfht4hrybdz3jty5t7367hreu	586	13	He	He	NNP
work_htfht4hrybdz3jty5t7367hreu	586	14	,	,	,
work_htfht4hrybdz3jty5t7367hreu	586	15	X.	X.	NNP
work_htfht4hrybdz3jty5t7367hreu	586	16	,	,	,
work_htfht4hrybdz3jty5t7367hreu	586	17	Smola	Smola	NNP
work_htfht4hrybdz3jty5t7367hreu	586	18	,	,	,
work_htfht4hrybdz3jty5t7367hreu	586	19	A.	a.	NN
work_htfht4hrybdz3jty5t7367hreu	586	20	,	,	,
work_htfht4hrybdz3jty5t7367hreu	586	21	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	586	22	Hovy	Hovy	NNP
work_htfht4hrybdz3jty5t7367hreu	586	23	,	,	,
work_htfht4hrybdz3jty5t7367hreu	586	24	E.	E.	NNP
work_htfht4hrybdz3jty5t7367hreu	586	25	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	586	26	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	586	27	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	586	28	.	.	.
work_htfht4hrybdz3jty5t7367hreu	587	1	Hier-	Hier-	NNP
work_htfht4hrybdz3jty5t7367hreu	587	2	archical	archical	JJ
work_htfht4hrybdz3jty5t7367hreu	587	3	attention	attention	NN
work_htfht4hrybdz3jty5t7367hreu	587	4	networks	network	NNS
work_htfht4hrybdz3jty5t7367hreu	587	5	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	587	6	document	document	NN
work_htfht4hrybdz3jty5t7367hreu	587	7	classification	classification	NN
work_htfht4hrybdz3jty5t7367hreu	587	8	.	.	.
work_htfht4hrybdz3jty5t7367hreu	588	1	In	in	IN
work_htfht4hrybdz3jty5t7367hreu	588	2	Proceedings	proceeding	NNS
work_htfht4hrybdz3jty5t7367hreu	588	3	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	588	4	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	588	5	2016	2016	CD
work_htfht4hrybdz3jty5t7367hreu	588	6	Conference	Conference	NNP
work_htfht4hrybdz3jty5t7367hreu	588	7	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	588	8	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	588	9	North	north	JJ
work_htfht4hrybdz3jty5t7367hreu	588	10	American	American	NNP
work_htfht4hrybdz3jty5t7367hreu	588	11	Chapter	Chapter	NNP
work_htfht4hrybdz3jty5t7367hreu	588	12	of	of	IN
work_htfht4hrybdz3jty5t7367hreu	588	13	the	the	DT
work_htfht4hrybdz3jty5t7367hreu	588	14	Association	Association	NNP
work_htfht4hrybdz3jty5t7367hreu	588	15	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	588	16	Computational	Computational	NNP
work_htfht4hrybdz3jty5t7367hreu	588	17	Linguistics	Linguistics	NNPS
work_htfht4hrybdz3jty5t7367hreu	588	18	:	:	:
work_htfht4hrybdz3jty5t7367hreu	588	19	Human	Human	NNP
work_htfht4hrybdz3jty5t7367hreu	588	20	Language	Language	NNP
work_htfht4hrybdz3jty5t7367hreu	588	21	Technologies	Technologies	NNPS
work_htfht4hrybdz3jty5t7367hreu	588	22	,	,	,
work_htfht4hrybdz3jty5t7367hreu	588	23	pages	page	NNS
work_htfht4hrybdz3jty5t7367hreu	588	24	1480	1480	CD
work_htfht4hrybdz3jty5t7367hreu	588	25	–	–	:
work_htfht4hrybdz3jty5t7367hreu	588	26	1489	1489	CD
work_htfht4hrybdz3jty5t7367hreu	588	27	.	.	.
work_htfht4hrybdz3jty5t7367hreu	589	1	October	October	NNP
work_htfht4hrybdz3jty5t7367hreu	589	2	8	8	CD
work_htfht4hrybdz3jty5t7367hreu	589	3	,	,	,
work_htfht4hrybdz3jty5t7367hreu	589	4	2018	2018	CD
work_htfht4hrybdz3jty5t7367hreu	589	5	Introduction	introduction	NN
work_htfht4hrybdz3jty5t7367hreu	589	6	Related	Related	NNP
work_htfht4hrybdz3jty5t7367hreu	589	7	Work	Work	NNP
work_htfht4hrybdz3jty5t7367hreu	589	8	Opinion	Opinion	NNP
work_htfht4hrybdz3jty5t7367hreu	589	9	Mining	Mining	NNP
work_htfht4hrybdz3jty5t7367hreu	589	10	based	base	VBN
work_htfht4hrybdz3jty5t7367hreu	589	11	on	on	IN
work_htfht4hrybdz3jty5t7367hreu	589	12	Topic	Topic	NNP
work_htfht4hrybdz3jty5t7367hreu	589	13	models	model	NNS
work_htfht4hrybdz3jty5t7367hreu	589	14	Hierarchical	Hierarchical	NNP
work_htfht4hrybdz3jty5t7367hreu	589	15	Topic	Topic	NNP
work_htfht4hrybdz3jty5t7367hreu	589	16	Extraction	Extraction	NNP
work_htfht4hrybdz3jty5t7367hreu	589	17	Topical	Topical	NNP
work_htfht4hrybdz3jty5t7367hreu	589	18	Phrase	Phrase	NNP
work_htfht4hrybdz3jty5t7367hreu	589	19	Models	Models	NNPS
work_htfht4hrybdz3jty5t7367hreu	589	20	Deep	Deep	NNP
work_htfht4hrybdz3jty5t7367hreu	589	21	Learning	Learning	NNP
work_htfht4hrybdz3jty5t7367hreu	589	22	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	589	23	Sentiment	Sentiment	NNP
work_htfht4hrybdz3jty5t7367hreu	589	24	Analysis	Analysis	NNP
work_htfht4hrybdz3jty5t7367hreu	589	25	Summary	Summary	NNP
work_htfht4hrybdz3jty5t7367hreu	589	26	Hierarchical	Hierarchical	NNP
work_htfht4hrybdz3jty5t7367hreu	589	27	Opinion	Opinion	NNP
work_htfht4hrybdz3jty5t7367hreu	589	28	Phrase	Phrase	NNP
work_htfht4hrybdz3jty5t7367hreu	589	29	(	(	-LRB-
work_htfht4hrybdz3jty5t7367hreu	589	30	HOP	HOP	NNP
work_htfht4hrybdz3jty5t7367hreu	589	31	)	)	-RRB-
work_htfht4hrybdz3jty5t7367hreu	589	32	Model	Model	NNP
work_htfht4hrybdz3jty5t7367hreu	589	33	Generative	Generative	NNP
work_htfht4hrybdz3jty5t7367hreu	589	34	Process	Process	NNP
work_htfht4hrybdz3jty5t7367hreu	589	35	Inference	Inference	NNP
work_htfht4hrybdz3jty5t7367hreu	589	36	and	and	CC
work_htfht4hrybdz3jty5t7367hreu	589	37	Parameter	Parameter	NNP
work_htfht4hrybdz3jty5t7367hreu	589	38	Estimation	Estimation	NNP
work_htfht4hrybdz3jty5t7367hreu	589	39	Level	Level	NNP
work_htfht4hrybdz3jty5t7367hreu	589	40	Allocation	Allocation	NNP
work_htfht4hrybdz3jty5t7367hreu	589	41	Sampling	Sampling	NNP
work_htfht4hrybdz3jty5t7367hreu	589	42	Path	Path	NNP
work_htfht4hrybdz3jty5t7367hreu	589	43	Sampling	Sampling	NNP
work_htfht4hrybdz3jty5t7367hreu	589	44	Complete	Complete	NNP
work_htfht4hrybdz3jty5t7367hreu	589	45	Sampling	Sampling	NNP
work_htfht4hrybdz3jty5t7367hreu	589	46	Procedure	Procedure	NNP
work_htfht4hrybdz3jty5t7367hreu	589	47	Experiments	experiment	NNS
work_htfht4hrybdz3jty5t7367hreu	589	48	Experimental	experimental	JJ
work_htfht4hrybdz3jty5t7367hreu	589	49	Setup	setup	NN
work_htfht4hrybdz3jty5t7367hreu	589	50	Methods	Methods	NNPS
work_htfht4hrybdz3jty5t7367hreu	589	51	for	for	IN
work_htfht4hrybdz3jty5t7367hreu	589	52	Comparison	Comparison	NNP
work_htfht4hrybdz3jty5t7367hreu	589	53	Topic	Topic	NNP
work_htfht4hrybdz3jty5t7367hreu	589	54	Coherence	Coherence	NNP
work_htfht4hrybdz3jty5t7367hreu	589	55	Stance	Stance	NNP
work_htfht4hrybdz3jty5t7367hreu	589	56	Classification	Classification	NNP
work_htfht4hrybdz3jty5t7367hreu	589	57	Qualitative	Qualitative	NNP
work_htfht4hrybdz3jty5t7367hreu	589	58	Results	Results	NNPS
work_htfht4hrybdz3jty5t7367hreu	589	59	Conclusion	conclusion	NN