id	sid	tid	token	lemma	pos
cord-302553-d0hk4ipg	1	1	key	key	NN
cord-302553-d0hk4ipg	1	2	:	:	:
cord-302553-d0hk4ipg	2	1	cord-302553-d0hk4ipg	cord-302553-d0hk4ipg	NNP
cord-302553-d0hk4ipg	2	2	authors	author	NNS
cord-302553-d0hk4ipg	2	3	:	:	:
cord-302553-d0hk4ipg	2	4	Shan	Shan	NNP
cord-302553-d0hk4ipg	2	5	,	,	,
cord-302553-d0hk4ipg	2	6	Siqing	Siqing	NNP
cord-302553-d0hk4ipg	2	7	;	;	:
cord-302553-d0hk4ipg	2	8	Yan	Yan	NNP
cord-302553-d0hk4ipg	2	9	,	,	,
cord-302553-d0hk4ipg	2	10	Qi	Qi	NNP
cord-302553-d0hk4ipg	2	11	;	;	:
cord-302553-d0hk4ipg	2	12	Wei	Wei	NNP
cord-302553-d0hk4ipg	2	13	,	,	,
cord-302553-d0hk4ipg	2	14	Yigang	Yigang	NNP
cord-302553-d0hk4ipg	2	15	title	title	NN
cord-302553-d0hk4ipg	2	16	:	:	:
cord-302553-d0hk4ipg	3	1	Infectious	infectious	JJ
cord-302553-d0hk4ipg	3	2	or	or	CC
cord-302553-d0hk4ipg	3	3	Recovered	recover	VBN
cord-302553-d0hk4ipg	3	4	?	?	.
cord-302553-d0hk4ipg	4	1	Optimizing	optimize	VBG
cord-302553-d0hk4ipg	4	2	the	the	DT
cord-302553-d0hk4ipg	4	3	Infectious	Infectious	NNP
cord-302553-d0hk4ipg	4	4	Disease	Disease	NNP
cord-302553-d0hk4ipg	4	5	Detection	Detection	NNP
cord-302553-d0hk4ipg	4	6	Process	Process	NNP
cord-302553-d0hk4ipg	4	7	for	for	IN
cord-302553-d0hk4ipg	4	8	Epidemic	Epidemic	NNP
cord-302553-d0hk4ipg	4	9	Control	Control	NNP
cord-302553-d0hk4ipg	4	10	and	and	CC
cord-302553-d0hk4ipg	4	11	Prevention	Prevention	NNP
cord-302553-d0hk4ipg	4	12	Based	Based	NNP
cord-302553-d0hk4ipg	4	13	on	on	IN
cord-302553-d0hk4ipg	4	14	Social	Social	NNP
cord-302553-d0hk4ipg	4	15	Media	Media	NNP
cord-302553-d0hk4ipg	4	16	date	date	NN
cord-302553-d0hk4ipg	5	1	:	:	:
cord-302553-d0hk4ipg	5	2	2020	2020	CD
cord-302553-d0hk4ipg	5	3	-	-	HYPH
cord-302553-d0hk4ipg	5	4	09	09	CD
cord-302553-d0hk4ipg	5	5	-	-	SYM
cord-302553-d0hk4ipg	5	6	19	19	CD
cord-302553-d0hk4ipg	5	7	journal	journal	NN
cord-302553-d0hk4ipg	5	8	:	:	:
cord-302553-d0hk4ipg	6	1	Int	Int	NNP
cord-302553-d0hk4ipg	6	2	J	J	NNP
cord-302553-d0hk4ipg	6	3	Environ	Environ	NNP
cord-302553-d0hk4ipg	6	4	Res	Res	NNP
cord-302553-d0hk4ipg	6	5	Public	Public	NNP
cord-302553-d0hk4ipg	6	6	Health	Health	NNP
cord-302553-d0hk4ipg	6	7	DOI	doi	NN
cord-302553-d0hk4ipg	6	8	:	:	:
cord-302553-d0hk4ipg	7	1	10.3390	10.3390	CD
cord-302553-d0hk4ipg	7	2	/	/	SYM
cord-302553-d0hk4ipg	7	3	ijerph17186853	ijerph17186853	NNP
cord-302553-d0hk4ipg	7	4	sha	sha	NNP
cord-302553-d0hk4ipg	8	1	:	:	:
cord-302553-d0hk4ipg	8	2	83bd79de798245bc493913074433c22b22c287f8	83bd79de798245bc493913074433c22b22c287f8	CD
cord-302553-d0hk4ipg	8	3	doc_id	doc_id	CD
cord-302553-d0hk4ipg	8	4	:	:	:
cord-302553-d0hk4ipg	8	5	302553	302553	CD
cord-302553-d0hk4ipg	8	6	cord_uid	cord_uid	NNS
cord-302553-d0hk4ipg	8	7	:	:	:
cord-302553-d0hk4ipg	9	1	d0hk4ipg	d0hk4ipg	LS
cord-302553-d0hk4ipg	9	2	Detecting	detect	VBG
cord-302553-d0hk4ipg	9	3	the	the	DT
cord-302553-d0hk4ipg	9	4	period	period	NN
cord-302553-d0hk4ipg	9	5	of	of	IN
cord-302553-d0hk4ipg	9	6	a	a	DT
cord-302553-d0hk4ipg	9	7	disease	disease	NN
cord-302553-d0hk4ipg	9	8	is	be	VBZ
cord-302553-d0hk4ipg	9	9	of	of	IN
cord-302553-d0hk4ipg	9	10	great	great	JJ
cord-302553-d0hk4ipg	9	11	importance	importance	NN
cord-302553-d0hk4ipg	9	12	to	to	IN
cord-302553-d0hk4ipg	9	13	building	build	VBG
cord-302553-d0hk4ipg	9	14	information	information	NN
cord-302553-d0hk4ipg	9	15	management	management	NN
cord-302553-d0hk4ipg	9	16	capacity	capacity	NN
cord-302553-d0hk4ipg	9	17	in	in	IN
cord-302553-d0hk4ipg	9	18	disease	disease	NN
cord-302553-d0hk4ipg	9	19	control	control	NN
cord-302553-d0hk4ipg	9	20	and	and	CC
cord-302553-d0hk4ipg	9	21	prevention	prevention	NN
cord-302553-d0hk4ipg	9	22	.	.	.
cord-302553-d0hk4ipg	10	1	This	this	DT
cord-302553-d0hk4ipg	10	2	paper	paper	NN
cord-302553-d0hk4ipg	10	3	aims	aim	VBZ
cord-302553-d0hk4ipg	10	4	to	to	TO
cord-302553-d0hk4ipg	10	5	optimize	optimize	VB
cord-302553-d0hk4ipg	10	6	the	the	DT
cord-302553-d0hk4ipg	10	7	disease	disease	NN
cord-302553-d0hk4ipg	10	8	surveillance	surveillance	NN
cord-302553-d0hk4ipg	10	9	process	process	NN
cord-302553-d0hk4ipg	10	10	by	by	IN
cord-302553-d0hk4ipg	10	11	further	further	RB
cord-302553-d0hk4ipg	10	12	identifying	identify	VBG
cord-302553-d0hk4ipg	10	13	the	the	DT
cord-302553-d0hk4ipg	10	14	infectious	infectious	JJ
cord-302553-d0hk4ipg	10	15	or	or	CC
cord-302553-d0hk4ipg	10	16	recovered	recovered	JJ
cord-302553-d0hk4ipg	10	17	period	period	NN
cord-302553-d0hk4ipg	10	18	of	of	IN
cord-302553-d0hk4ipg	10	19	flu	flu	NN
cord-302553-d0hk4ipg	10	20	cases	case	NNS
cord-302553-d0hk4ipg	10	21	through	through	IN
cord-302553-d0hk4ipg	10	22	social	social	JJ
cord-302553-d0hk4ipg	10	23	media	medium	NNS
cord-302553-d0hk4ipg	10	24	.	.	.
cord-302553-d0hk4ipg	11	1	Specifically	specifically	RB
cord-302553-d0hk4ipg	11	2	,	,	,
cord-302553-d0hk4ipg	11	3	this	this	DT
cord-302553-d0hk4ipg	11	4	paper	paper	NN
cord-302553-d0hk4ipg	11	5	explores	explore	VBZ
cord-302553-d0hk4ipg	11	6	the	the	DT
cord-302553-d0hk4ipg	11	7	potential	potential	NN
cord-302553-d0hk4ipg	11	8	of	of	IN
cord-302553-d0hk4ipg	11	9	using	use	VBG
cord-302553-d0hk4ipg	11	10	public	public	JJ
cord-302553-d0hk4ipg	11	11	sentiment	sentiment	NN
cord-302553-d0hk4ipg	11	12	to	to	TO
cord-302553-d0hk4ipg	11	13	detect	detect	VB
cord-302553-d0hk4ipg	11	14	flu	flu	NN
cord-302553-d0hk4ipg	11	15	periods	period	NNS
cord-302553-d0hk4ipg	11	16	at	at	IN
cord-302553-d0hk4ipg	11	17	word	word	NN
cord-302553-d0hk4ipg	11	18	level	level	NN
cord-302553-d0hk4ipg	11	19	.	.	.
cord-302553-d0hk4ipg	12	1	At	at	IN
cord-302553-d0hk4ipg	12	2	text	text	NN
cord-302553-d0hk4ipg	12	3	level	level	NN
cord-302553-d0hk4ipg	12	4	,	,	,
cord-302553-d0hk4ipg	12	5	we	-PRON-	PRP
cord-302553-d0hk4ipg	12	6	constructed	construct	VBD
cord-302553-d0hk4ipg	12	7	a	a	DT
cord-302553-d0hk4ipg	12	8	deep	deep	JJ
cord-302553-d0hk4ipg	12	9	learning	learning	NN
cord-302553-d0hk4ipg	12	10	method	method	NN
cord-302553-d0hk4ipg	12	11	to	to	TO
cord-302553-d0hk4ipg	12	12	classify	classify	VB
cord-302553-d0hk4ipg	12	13	the	the	DT
cord-302553-d0hk4ipg	12	14	flu	flu	NN
cord-302553-d0hk4ipg	12	15	period	period	NN
cord-302553-d0hk4ipg	12	16	and	and	CC
cord-302553-d0hk4ipg	12	17	improve	improve	VB
cord-302553-d0hk4ipg	12	18	the	the	DT
cord-302553-d0hk4ipg	12	19	classification	classification	NN
cord-302553-d0hk4ipg	12	20	result	result	NN
cord-302553-d0hk4ipg	12	21	with	with	IN
cord-302553-d0hk4ipg	12	22	sentiment	sentiment	NN
cord-302553-d0hk4ipg	12	23	polarity	polarity	NN
cord-302553-d0hk4ipg	12	24	.	.	.
cord-302553-d0hk4ipg	13	1	Three	three	CD
cord-302553-d0hk4ipg	13	2	important	important	JJ
cord-302553-d0hk4ipg	13	3	findings	finding	NNS
cord-302553-d0hk4ipg	13	4	are	be	VBP
cord-302553-d0hk4ipg	13	5	revealed	reveal	VBN
cord-302553-d0hk4ipg	13	6	.	.	.
cord-302553-d0hk4ipg	14	1	Firstly	firstly	RB
cord-302553-d0hk4ipg	14	2	,	,	,
cord-302553-d0hk4ipg	14	3	bloggers	blogger	NNS
cord-302553-d0hk4ipg	14	4	in	in	IN
cord-302553-d0hk4ipg	14	5	different	different	JJ
cord-302553-d0hk4ipg	14	6	periods	period	NNS
cord-302553-d0hk4ipg	14	7	express	express	VBP
cord-302553-d0hk4ipg	14	8	significantly	significantly	RB
cord-302553-d0hk4ipg	14	9	different	different	JJ
cord-302553-d0hk4ipg	14	10	sentiments	sentiment	NNS
cord-302553-d0hk4ipg	14	11	.	.	.
cord-302553-d0hk4ipg	15	1	Blogger	blogger	NN
cord-302553-d0hk4ipg	15	2	sentiments	sentiment	NNS
cord-302553-d0hk4ipg	15	3	in	in	IN
cord-302553-d0hk4ipg	15	4	the	the	DT
cord-302553-d0hk4ipg	15	5	recovered	recovered	JJ
cord-302553-d0hk4ipg	15	6	period	period	NN
cord-302553-d0hk4ipg	15	7	are	be	VBP
cord-302553-d0hk4ipg	15	8	more	more	RBR
cord-302553-d0hk4ipg	15	9	positive	positive	JJ
cord-302553-d0hk4ipg	15	10	than	than	IN
cord-302553-d0hk4ipg	15	11	in	in	IN
cord-302553-d0hk4ipg	15	12	the	the	DT
cord-302553-d0hk4ipg	15	13	infectious	infectious	JJ
cord-302553-d0hk4ipg	15	14	period	period	NN
cord-302553-d0hk4ipg	15	15	when	when	WRB
cord-302553-d0hk4ipg	15	16	measured	measure	VBN
cord-302553-d0hk4ipg	15	17	by	by	IN
cord-302553-d0hk4ipg	15	18	the	the	DT
cord-302553-d0hk4ipg	15	19	interclass	interclass	NNP
cord-302553-d0hk4ipg	15	20	distance	distance	NN
cord-302553-d0hk4ipg	15	21	.	.	.
cord-302553-d0hk4ipg	16	1	Secondly	secondly	RB
cord-302553-d0hk4ipg	16	2	,	,	,
cord-302553-d0hk4ipg	16	3	the	the	DT
cord-302553-d0hk4ipg	16	4	optimized	optimize	VBN
cord-302553-d0hk4ipg	16	5	disease	disease	NN
cord-302553-d0hk4ipg	16	6	detection	detection	NN
cord-302553-d0hk4ipg	16	7	process	process	NN
cord-302553-d0hk4ipg	16	8	can	can	MD
cord-302553-d0hk4ipg	16	9	substantially	substantially	RB
cord-302553-d0hk4ipg	16	10	improve	improve	VB
cord-302553-d0hk4ipg	16	11	the	the	DT
cord-302553-d0hk4ipg	16	12	classification	classification	NN
cord-302553-d0hk4ipg	16	13	accuracy	accuracy	NN
cord-302553-d0hk4ipg	16	14	of	of	IN
cord-302553-d0hk4ipg	16	15	flu	flu	NN
cord-302553-d0hk4ipg	16	16	periods	period	NNS
cord-302553-d0hk4ipg	16	17	from	from	IN
cord-302553-d0hk4ipg	16	18	0.876	0.876	CD
cord-302553-d0hk4ipg	16	19	to	to	IN
cord-302553-d0hk4ipg	16	20	0.926	0.926	CD
cord-302553-d0hk4ipg	16	21	.	.	.
cord-302553-d0hk4ipg	17	1	Thirdly	thirdly	RB
cord-302553-d0hk4ipg	17	2	,	,	,
cord-302553-d0hk4ipg	17	3	our	-PRON-	PRP$
cord-302553-d0hk4ipg	17	4	experimental	experimental	JJ
cord-302553-d0hk4ipg	17	5	results	result	NNS
cord-302553-d0hk4ipg	17	6	confirm	confirm	VBP
cord-302553-d0hk4ipg	17	7	that	that	IN
cord-302553-d0hk4ipg	17	8	sentiment	sentiment	NN
cord-302553-d0hk4ipg	17	9	classification	classification	NN
cord-302553-d0hk4ipg	17	10	plays	play	VBZ
cord-302553-d0hk4ipg	17	11	a	a	DT
cord-302553-d0hk4ipg	17	12	crucial	crucial	JJ
cord-302553-d0hk4ipg	17	13	role	role	NN
cord-302553-d0hk4ipg	17	14	in	in	IN
cord-302553-d0hk4ipg	17	15	accuracy	accuracy	NN
cord-302553-d0hk4ipg	17	16	improvement	improvement	NN
cord-302553-d0hk4ipg	17	17	.	.	.
cord-302553-d0hk4ipg	18	1	Precise	precise	JJ
cord-302553-d0hk4ipg	18	2	identification	identification	NN
cord-302553-d0hk4ipg	18	3	of	of	IN
cord-302553-d0hk4ipg	18	4	disease	disease	NN
cord-302553-d0hk4ipg	18	5	periods	period	NNS
cord-302553-d0hk4ipg	18	6	enhances	enhance	VBZ
cord-302553-d0hk4ipg	18	7	the	the	DT
cord-302553-d0hk4ipg	18	8	channels	channel	NNS
cord-302553-d0hk4ipg	18	9	for	for	IN
cord-302553-d0hk4ipg	18	10	the	the	DT
cord-302553-d0hk4ipg	18	11	disease	disease	NN
cord-302553-d0hk4ipg	18	12	surveillance	surveillance	NN
cord-302553-d0hk4ipg	18	13	processes	process	NNS
cord-302553-d0hk4ipg	18	14	.	.	.
cord-302553-d0hk4ipg	19	1	Therefore	therefore	RB
cord-302553-d0hk4ipg	19	2	,	,	,
cord-302553-d0hk4ipg	19	3	a	a	DT
cord-302553-d0hk4ipg	19	4	disease	disease	NN
cord-302553-d0hk4ipg	19	5	outbreak	outbreak	NN
cord-302553-d0hk4ipg	19	6	can	can	MD
cord-302553-d0hk4ipg	19	7	be	be	VB
cord-302553-d0hk4ipg	19	8	predicted	predict	VBN
cord-302553-d0hk4ipg	19	9	credibly	credibly	RB
cord-302553-d0hk4ipg	19	10	when	when	WRB
cord-302553-d0hk4ipg	19	11	a	a	DT
cord-302553-d0hk4ipg	19	12	larger	large	JJR
cord-302553-d0hk4ipg	19	13	population	population	NN
cord-302553-d0hk4ipg	19	14	is	be	VBZ
cord-302553-d0hk4ipg	19	15	monitored	monitor	VBN
cord-302553-d0hk4ipg	19	16	.	.	.
cord-302553-d0hk4ipg	20	1	The	the	DT
cord-302553-d0hk4ipg	20	2	research	research	NN
cord-302553-d0hk4ipg	20	3	method	method	NN
cord-302553-d0hk4ipg	20	4	proposed	propose	VBN
cord-302553-d0hk4ipg	20	5	in	in	IN
cord-302553-d0hk4ipg	20	6	our	-PRON-	PRP$
cord-302553-d0hk4ipg	20	7	work	work	NN
cord-302553-d0hk4ipg	20	8	also	also	RB
cord-302553-d0hk4ipg	20	9	provides	provide	VBZ
cord-302553-d0hk4ipg	20	10	decision	decision	NN
cord-302553-d0hk4ipg	20	11	making	make	VBG
cord-302553-d0hk4ipg	20	12	reference	reference	NN
cord-302553-d0hk4ipg	20	13	for	for	IN
cord-302553-d0hk4ipg	20	14	proactive	proactive	JJ
cord-302553-d0hk4ipg	20	15	and	and	CC
cord-302553-d0hk4ipg	20	16	effective	effective	JJ
cord-302553-d0hk4ipg	20	17	epidemic	epidemic	NN
cord-302553-d0hk4ipg	20	18	control	control	NN
cord-302553-d0hk4ipg	20	19	and	and	CC
cord-302553-d0hk4ipg	20	20	prevention	prevention	NN
cord-302553-d0hk4ipg	20	21	in	in	IN
cord-302553-d0hk4ipg	20	22	real	real	JJ
cord-302553-d0hk4ipg	20	23	time	time	NN
cord-302553-d0hk4ipg	20	24	.	.	.
cord-302553-d0hk4ipg	21	1	The	the	DT
cord-302553-d0hk4ipg	21	2	traditional	traditional	JJ
cord-302553-d0hk4ipg	21	3	infectious	infectious	JJ
cord-302553-d0hk4ipg	21	4	disease	disease	NN
cord-302553-d0hk4ipg	21	5	detection	detection	NN
cord-302553-d0hk4ipg	21	6	process	process	NN
cord-302553-d0hk4ipg	21	7	is	be	VBZ
cord-302553-d0hk4ipg	21	8	being	be	VBG
cord-302553-d0hk4ipg	21	9	challenged	challenge	VBN
cord-302553-d0hk4ipg	21	10	by	by	IN
cord-302553-d0hk4ipg	21	11	potential	potential	JJ
cord-302553-d0hk4ipg	21	12	social	social	JJ
cord-302553-d0hk4ipg	21	13	media	medium	NNS
cord-302553-d0hk4ipg	21	14	applications	application	NNS
cord-302553-d0hk4ipg	21	15	[	[	-LRB-
cord-302553-d0hk4ipg	21	16	1	1	CD
cord-302553-d0hk4ipg	21	17	,	,	,
cord-302553-d0hk4ipg	21	18	2	2	CD
cord-302553-d0hk4ipg	21	19	]	]	-RRB-
cord-302553-d0hk4ipg	21	20	.	.	.
cord-302553-d0hk4ipg	22	1	The	the	DT
cord-302553-d0hk4ipg	22	2	latest	late	JJS
cord-302553-d0hk4ipg	22	3	estimates	estimate	NNS
cord-302553-d0hk4ipg	22	4	released	release	VBN
cord-302553-d0hk4ipg	22	5	by	by	IN
cord-302553-d0hk4ipg	22	6	the	the	DT
cord-302553-d0hk4ipg	22	7	United	United	NNP
cord-302553-d0hk4ipg	22	8	States	States	NNP
cord-302553-d0hk4ipg	22	9	Centers	Centers	NNPS
cord-302553-d0hk4ipg	22	10	for	for	IN
cord-302553-d0hk4ipg	22	11	Disease	Disease	NNP
cord-302553-d0hk4ipg	22	12	Control	Control	NNP
cord-302553-d0hk4ipg	22	13	and	and	CC
cord-302553-d0hk4ipg	22	14	Prevention	Prevention	NNP
cord-302553-d0hk4ipg	23	1	(	(	-LRB-
cord-302553-d0hk4ipg	23	2	US	US	NNP
cord-302553-d0hk4ipg	23	3	-	-	HYPH
cord-302553-d0hk4ipg	23	4	CDC	CDC	NNP
cord-302553-d0hk4ipg	23	5	)	)	-RRB-
cord-302553-d0hk4ipg	23	6	revealed	reveal	VBD
cord-302553-d0hk4ipg	23	7	the	the	DT
cord-302553-d0hk4ipg	23	8	worldwide	worldwide	JJ
cord-302553-d0hk4ipg	23	9	severity	severity	NN
cord-302553-d0hk4ipg	23	10	of	of	IN
cord-302553-d0hk4ipg	23	11	the	the	DT
cord-302553-d0hk4ipg	23	12	illness	illness	NN
cord-302553-d0hk4ipg	23	13	.	.	.
cord-302553-d0hk4ipg	24	1	According	accord	VBG
cord-302553-d0hk4ipg	24	2	to	to	IN
cord-302553-d0hk4ipg	24	3	this	this	DT
cord-302553-d0hk4ipg	24	4	authoritative	authoritative	JJ
cord-302553-d0hk4ipg	24	5	report	report	NN
cord-302553-d0hk4ipg	24	6	,	,	,
cord-302553-d0hk4ipg	24	7	the	the	DT
cord-302553-d0hk4ipg	24	8	US	US	NNP
cord-302553-d0hk4ipg	24	9	-	-	HYPH
cord-302553-d0hk4ipg	24	10	CDC	CDC	NNP
cord-302553-d0hk4ipg	24	11	estimates	estimate	VBZ
cord-302553-d0hk4ipg	24	12	that	that	IN
cord-302553-d0hk4ipg	24	13	in	in	IN
cord-302553-d0hk4ipg	24	14	the	the	DT
cord-302553-d0hk4ipg	24	15	period	period	NN
cord-302553-d0hk4ipg	24	16	between	between	IN
cord-302553-d0hk4ipg	24	17	1	1	CD
cord-302553-d0hk4ipg	24	18	October	October	NNP
cord-302553-d0hk4ipg	24	19	2018	2018	CD
cord-302553-d0hk4ipg	24	20	and	and	CC
cord-302553-d0hk4ipg	24	21	4	4	CD
cord-302553-d0hk4ipg	24	22	May	May	NNP
cord-302553-d0hk4ipg	24	23	2019	2019	CD
cord-302553-d0hk4ipg	24	24	,	,	,
cord-302553-d0hk4ipg	24	25	there	there	EX
cord-302553-d0hk4ipg	24	26	were	be	VBD
cord-302553-d0hk4ipg	24	27	approximately	approximately	RB
cord-302553-d0hk4ipg	24	28	37.4	37.4	CD
cord-302553-d0hk4ipg	24	29	million	million	CD
cord-302553-d0hk4ipg	24	30	to	to	IN
cord-302553-d0hk4ipg	24	31	42.9	42.9	CD
cord-302553-d0hk4ipg	24	32	million	million	CD
cord-302553-d0hk4ipg	24	33	flu	flu	NN
cord-302553-d0hk4ipg	24	34	infectious	infectious	JJ
cord-302553-d0hk4ipg	24	35	in	in	IN
cord-302553-d0hk4ipg	24	36	the	the	DT
cord-302553-d0hk4ipg	24	37	population	population	NN
cord-302553-d0hk4ipg	24	38	population	population	NN
cord-302553-d0hk4ipg	24	39	,	,	,
cord-302553-d0hk4ipg	24	40	among	among	IN
cord-302553-d0hk4ipg	24	41	which	which	WDT
cord-302553-d0hk4ipg	24	42	there	there	EX
cord-302553-d0hk4ipg	24	43	were	be	VBD
cord-302553-d0hk4ipg	24	44	from	from	IN
cord-302553-d0hk4ipg	24	45	17.3	17.3	CD
cord-302553-d0hk4ipg	24	46	to	to	IN
cord-302553-d0hk4ipg	24	47	20.1	20.1	CD
cord-302553-d0hk4ipg	24	48	million	million	CD
cord-302553-d0hk4ipg	24	49	flu	flu	NN
cord-302553-d0hk4ipg	24	50	-	-	HYPH
cord-302553-d0hk4ipg	24	51	related	relate	VBN
cord-302553-d0hk4ipg	24	52	medical	medical	JJ
cord-302553-d0hk4ipg	24	53	visits	visit	NNS
cord-302553-d0hk4ipg	24	54	[	[	-LRB-
cord-302553-d0hk4ipg	24	55	3	3	CD
cord-302553-d0hk4ipg	24	56	]	]	-RRB-
cord-302553-d0hk4ipg	24	57	.	.	.
cord-302553-d0hk4ipg	25	1	Furthermore	furthermore	RB
cord-302553-d0hk4ipg	25	2	,	,	,
cord-302553-d0hk4ipg	25	3	531,000	531,000	CD
cord-302553-d0hk4ipg	25	4	to	to	TO
cord-302553-d0hk4ipg	25	5	647,000	647,000	CD
cord-302553-d0hk4ipg	25	6	people	people	NNS
cord-302553-d0hk4ipg	25	7	require	require	VBP
cord-302553-d0hk4ipg	25	8	flu	flu	NN
cord-302553-d0hk4ipg	25	9	-	-	HYPH
cord-302553-d0hk4ipg	25	10	related	relate	VBN
cord-302553-d0hk4ipg	25	11	hospitalizations	hospitalization	NNS
cord-302553-d0hk4ipg	25	12	,	,	,
cord-302553-d0hk4ipg	25	13	and	and	CC
cord-302553-d0hk4ipg	25	14	unfortunately	unfortunately	RB
cord-302553-d0hk4ipg	25	15	,	,	,
cord-302553-d0hk4ipg	25	16	influenza	influenza	NN
cord-302553-d0hk4ipg	25	17	caused	cause	VBD
cord-302553-d0hk4ipg	25	18	36,400	36,400	CD
cord-302553-d0hk4ipg	25	19	-	-	HYPH
cord-302553-d0hk4ipg	25	20	61,200	61,200	CD
cord-302553-d0hk4ipg	25	21	estimated	estimate	VBN
cord-302553-d0hk4ipg	25	22	deaths	death	NNS
cord-302553-d0hk4ipg	25	23	.	.	.
cord-302553-d0hk4ipg	26	1	This	this	DT
cord-302553-d0hk4ipg	26	2	estimate	estimate	NN
cord-302553-d0hk4ipg	26	3	is	be	VBZ
cord-302553-d0hk4ipg	26	4	based	base	VBN
cord-302553-d0hk4ipg	26	5	on	on	IN
cord-302553-d0hk4ipg	26	6	more	more	JJR
cord-302553-d0hk4ipg	26	7	recent	recent	JJ
cord-302553-d0hk4ipg	26	8	data	datum	NNS
cord-302553-d0hk4ipg	26	9	from	from	IN
cord-302553-d0hk4ipg	26	10	a	a	DT
cord-302553-d0hk4ipg	26	11	larger	large	JJR
cord-302553-d0hk4ipg	26	12	and	and	CC
cord-302553-d0hk4ipg	26	13	more	more	RBR
cord-302553-d0hk4ipg	26	14	diverse	diverse	JJ
cord-302553-d0hk4ipg	26	15	group	group	NN
cord-302553-d0hk4ipg	26	16	of	of	IN
cord-302553-d0hk4ipg	26	17	countries	country	NNS
cord-302553-d0hk4ipg	26	18	,	,	,
cord-302553-d0hk4ipg	26	19	including	include	VBG
cord-302553-d0hk4ipg	26	20	lower	low	JJR
cord-302553-d0hk4ipg	26	21	middle	middle	JJ
cord-302553-d0hk4ipg	26	22	-	-	HYPH
cord-302553-d0hk4ipg	26	23	income	income	NN
cord-302553-d0hk4ipg	26	24	countries	country	NNS
cord-302553-d0hk4ipg	26	25	,	,	,
cord-302553-d0hk4ipg	26	26	and	and	CC
cord-302553-d0hk4ipg	26	27	this	this	DT
cord-302553-d0hk4ipg	26	28	estimate	estimate	NN
cord-302553-d0hk4ipg	26	29	excludes	exclude	VBZ
cord-302553-d0hk4ipg	26	30	deaths	death	NNS
cord-302553-d0hk4ipg	26	31	from	from	IN
cord-302553-d0hk4ipg	26	32	non	non	JJ
cord-302553-d0hk4ipg	26	33	-	-	JJ
cord-302553-d0hk4ipg	26	34	respiratory	respiratory	JJ
cord-302553-d0hk4ipg	26	35	diseases	disease	NNS
cord-302553-d0hk4ipg	26	36	.	.	.
cord-302553-d0hk4ipg	27	1	The	the	DT
cord-302553-d0hk4ipg	27	2	statistics	statistic	NNS
cord-302553-d0hk4ipg	27	3	indicate	indicate	VBP
cord-302553-d0hk4ipg	27	4	a	a	DT
cord-302553-d0hk4ipg	27	5	severe	severe	JJ
cord-302553-d0hk4ipg	27	6	reality	reality	NN
cord-302553-d0hk4ipg	27	7	and	and	CC
cord-302553-d0hk4ipg	27	8	a	a	DT
cord-302553-d0hk4ipg	27	9	pressing	press	VBG
cord-302553-d0hk4ipg	27	10	challenge	challenge	NN
cord-302553-d0hk4ipg	27	11	because	because	IN
cord-302553-d0hk4ipg	27	12	influenza	influenza	NN
cord-302553-d0hk4ipg	27	13	causes	cause	VBZ
cord-302553-d0hk4ipg	27	14	significant	significant	JJ
cord-302553-d0hk4ipg	27	15	losses	loss	NNS
cord-302553-d0hk4ipg	27	16	of	of	IN
cord-302553-d0hk4ipg	27	17	human	human	JJ
cord-302553-d0hk4ipg	27	18	life	life	NN
cord-302553-d0hk4ipg	27	19	and	and	CC
cord-302553-d0hk4ipg	27	20	damage	damage	NN
cord-302553-d0hk4ipg	27	21	to	to	IN
cord-302553-d0hk4ipg	27	22	property	property	NN
cord-302553-d0hk4ipg	27	23	worldwide	worldwide	RB
cord-302553-d0hk4ipg	27	24	.	.	.
cord-302553-d0hk4ipg	28	1	As	as	IN
cord-302553-d0hk4ipg	28	2	evidenced	evidence	VBN
cord-302553-d0hk4ipg	28	3	by	by	IN
cord-302553-d0hk4ipg	28	4	the	the	DT
cord-302553-d0hk4ipg	28	5	current	current	JJ
cord-302553-d0hk4ipg	28	6	flu	flu	NN
cord-302553-d0hk4ipg	28	7	season	season	NN
cord-302553-d0hk4ipg	28	8	,	,	,
cord-302553-d0hk4ipg	28	9	influenza	influenza	NN
cord-302553-d0hk4ipg	28	10	viruses	virus	NNS
cord-302553-d0hk4ipg	28	11	can	can	MD
cord-302553-d0hk4ipg	28	12	rapidly	rapidly	RB
cord-302553-d0hk4ipg	28	13	mutate	mutate	VB
cord-302553-d0hk4ipg	28	14	,	,	,
cord-302553-d0hk4ipg	28	15	evading	evade	VBG
cord-302553-d0hk4ipg	28	16	the	the	DT
cord-302553-d0hk4ipg	28	17	most	most	RBS
cord-302553-d0hk4ipg	28	18	current	current	JJ
cord-302553-d0hk4ipg	28	19	vaccine	vaccine	NN
cord-302553-d0hk4ipg	28	20	formulations	formulation	NNS
cord-302553-d0hk4ipg	28	21	[	[	-LRB-
cord-302553-d0hk4ipg	28	22	4	4	CD
cord-302553-d0hk4ipg	28	23	]	]	-RRB-
cord-302553-d0hk4ipg	28	24	.	.	.
cord-302553-d0hk4ipg	29	1	Infectious	infectious	JJ
cord-302553-d0hk4ipg	29	2	diseases	disease	NNS
cord-302553-d0hk4ipg	29	3	continue	continue	VBP
cord-302553-d0hk4ipg	29	4	to	to	TO
cord-302553-d0hk4ipg	29	5	be	be	VB
cord-302553-d0hk4ipg	29	6	the	the	DT
cord-302553-d0hk4ipg	29	7	leading	leading	JJ
cord-302553-d0hk4ipg	29	8	cause	cause	NN
cord-302553-d0hk4ipg	29	9	of	of	IN
cord-302553-d0hk4ipg	29	10	death	death	NN
cord-302553-d0hk4ipg	29	11	worldwide	worldwide	RB
cord-302553-d0hk4ipg	29	12	,	,	,
cord-302553-d0hk4ipg	29	13	and	and	CC
cord-302553-d0hk4ipg	29	14	they	-PRON-	PRP
cord-302553-d0hk4ipg	29	15	cause	cause	VBP
cord-302553-d0hk4ipg	29	16	serious	serious	JJ
cord-302553-d0hk4ipg	29	17	loss	loss	NN
cord-302553-d0hk4ipg	29	18	of	of	IN
cord-302553-d0hk4ipg	29	19	life	life	NN
cord-302553-d0hk4ipg	29	20	and	and	CC
cord-302553-d0hk4ipg	29	21	property	property	NN
cord-302553-d0hk4ipg	29	22	when	when	WRB
cord-302553-d0hk4ipg	29	23	they	-PRON-	PRP
cord-302553-d0hk4ipg	29	24	can	can	MD
cord-302553-d0hk4ipg	29	25	not	not	RB
cord-302553-d0hk4ipg	29	26	be	be	VB
cord-302553-d0hk4ipg	29	27	quickly	quickly	RB
cord-302553-d0hk4ipg	29	28	and	and	CC
cord-302553-d0hk4ipg	29	29	accurately	accurately	RB
cord-302553-d0hk4ipg	29	30	assessed	assess	VBD
cord-302553-d0hk4ipg	29	31	[	[	-LRB-
cord-302553-d0hk4ipg	29	32	5	5	CD
cord-302553-d0hk4ipg	29	33	]	]	-RRB-
cord-302553-d0hk4ipg	29	34	.	.	.
cord-302553-d0hk4ipg	30	1	The	the	DT
cord-302553-d0hk4ipg	30	2	World	World	NNP
cord-302553-d0hk4ipg	30	3	Health	Health	NNP
cord-302553-d0hk4ipg	31	1	The	the	DT
cord-302553-d0hk4ipg	31	2	fundamental	fundamental	JJ
cord-302553-d0hk4ipg	31	3	cause	cause	NN
cord-302553-d0hk4ipg	31	4	of	of	IN
cord-302553-d0hk4ipg	31	5	these	these	DT
cord-302553-d0hk4ipg	31	6	serious	serious	JJ
cord-302553-d0hk4ipg	31	7	outbreaks	outbreak	NNS
cord-302553-d0hk4ipg	31	8	is	be	VBZ
cord-302553-d0hk4ipg	31	9	summarized	summarize	VBN
cord-302553-d0hk4ipg	31	10	as	as	IN
cord-302553-d0hk4ipg	31	11	follows	follow	VBZ
cord-302553-d0hk4ipg	31	12	.	.	.
cord-302553-d0hk4ipg	32	1	First	first	RB
cord-302553-d0hk4ipg	32	2	,	,	,
cord-302553-d0hk4ipg	32	3	traditional	traditional	JJ
cord-302553-d0hk4ipg	32	4	disease	disease	NN
cord-302553-d0hk4ipg	32	5	prevention	prevention	NN
cord-302553-d0hk4ipg	32	6	and	and	CC
cord-302553-d0hk4ipg	32	7	control	control	NN
cord-302553-d0hk4ipg	32	8	institutions	institution	NNS
cord-302553-d0hk4ipg	32	9	mainly	mainly	RB
cord-302553-d0hk4ipg	32	10	rely	rely	VBP
cord-302553-d0hk4ipg	32	11	on	on	IN
cord-302553-d0hk4ipg	32	12	a	a	DT
cord-302553-d0hk4ipg	32	13	single	single	JJ
cord-302553-d0hk4ipg	32	14	channel	channel	NN
cord-302553-d0hk4ipg	32	15	for	for	IN
cord-302553-d0hk4ipg	32	16	information	information	NN
cord-302553-d0hk4ipg	32	17	monitoring	monitoring	NN
cord-302553-d0hk4ipg	32	18	and	and	CC
cord-302553-d0hk4ipg	32	19	access	access	NN
cord-302553-d0hk4ipg	32	20	.	.	.
cord-302553-d0hk4ipg	33	1	Specifically	specifically	RB
cord-302553-d0hk4ipg	33	2	,	,	,
cord-302553-d0hk4ipg	33	3	data	datum	NNS
cord-302553-d0hk4ipg	33	4	are	be	VBP
cord-302553-d0hk4ipg	33	5	exclusively	exclusively	RB
cord-302553-d0hk4ipg	33	6	sourced	source	VBN
cord-302553-d0hk4ipg	33	7	from	from	IN
cord-302553-d0hk4ipg	33	8	clinical	clinical	JJ
cord-302553-d0hk4ipg	33	9	statistics	statistic	NNS
cord-302553-d0hk4ipg	33	10	.	.	.
cord-302553-d0hk4ipg	34	1	However	however	RB
cord-302553-d0hk4ipg	34	2	,	,	,
cord-302553-d0hk4ipg	34	3	relying	rely	VBG
cord-302553-d0hk4ipg	34	4	exclusively	exclusively	RB
cord-302553-d0hk4ipg	34	5	on	on	IN
cord-302553-d0hk4ipg	34	6	clinical	clinical	JJ
cord-302553-d0hk4ipg	34	7	statistics	statistic	NNS
cord-302553-d0hk4ipg	34	8	has	have	VBZ
cord-302553-d0hk4ipg	34	9	obvious	obvious	JJ
cord-302553-d0hk4ipg	34	10	disadvantages	disadvantage	NNS
cord-302553-d0hk4ipg	34	11	,	,	,
cord-302553-d0hk4ipg	34	12	such	such	JJ
cord-302553-d0hk4ipg	34	13	as	as	IN
cord-302553-d0hk4ipg	34	14	being	be	VBG
cord-302553-d0hk4ipg	34	15	time	time	NN
cord-302553-d0hk4ipg	34	16	consuming	consume	VBG
cord-302553-d0hk4ipg	34	17	and	and	CC
cord-302553-d0hk4ipg	34	18	creating	create	VBG
cord-302553-d0hk4ipg	34	19	high	high	JJ
cord-302553-d0hk4ipg	34	20	labor	labor	NN
cord-302553-d0hk4ipg	34	21	costs	cost	NNS
cord-302553-d0hk4ipg	34	22	[	[	-LRB-
cord-302553-d0hk4ipg	34	23	8	8	CD
cord-302553-d0hk4ipg	34	24	,	,	,
cord-302553-d0hk4ipg	34	25	9	9	CD
cord-302553-d0hk4ipg	34	26	]	]	-RRB-
cord-302553-d0hk4ipg	34	27	.	.	.
cord-302553-d0hk4ipg	35	1	The	the	DT
cord-302553-d0hk4ipg	35	2	traditional	traditional	JJ
cord-302553-d0hk4ipg	35	3	detection	detection	NN
cord-302553-d0hk4ipg	35	4	methods	method	NNS
cord-302553-d0hk4ipg	35	5	can	can	MD
cord-302553-d0hk4ipg	35	6	not	not	RB
cord-302553-d0hk4ipg	35	7	integrate	integrate	VB
cord-302553-d0hk4ipg	35	8	multichannel	multichannel	JJ
cord-302553-d0hk4ipg	35	9	infectious	infectious	JJ
cord-302553-d0hk4ipg	35	10	disease	disease	NN
cord-302553-d0hk4ipg	35	11	information	information	NN
cord-302553-d0hk4ipg	35	12	,	,	,
cord-302553-d0hk4ipg	35	13	such	such	JJ
cord-302553-d0hk4ipg	35	14	as	as	IN
cord-302553-d0hk4ipg	35	15	social	social	JJ
cord-302553-d0hk4ipg	35	16	media	medium	NNS
cord-302553-d0hk4ipg	35	17	and	and	CC
cord-302553-d0hk4ipg	35	18	search	search	NN
cord-302553-d0hk4ipg	35	19	engine	engine	NN
cord-302553-d0hk4ipg	35	20	data	datum	NNS
cord-302553-d0hk4ipg	35	21	.	.	.
cord-302553-d0hk4ipg	36	1	Second	second	JJ
cord-302553-d0hk4ipg	36	2	,	,	,
cord-302553-d0hk4ipg	36	3	social	social	JJ
cord-302553-d0hk4ipg	36	4	media	medium	NNS
cord-302553-d0hk4ipg	36	5	data	datum	NNS
cord-302553-d0hk4ipg	36	6	are	be	VBP
cord-302553-d0hk4ipg	36	7	a	a	DT
cord-302553-d0hk4ipg	36	8	powerful	powerful	JJ
cord-302553-d0hk4ipg	36	9	and	and	CC
cord-302553-d0hk4ipg	36	10	promising	promising	JJ
cord-302553-d0hk4ipg	36	11	tool	tool	NN
cord-302553-d0hk4ipg	36	12	that	that	WDT
cord-302553-d0hk4ipg	36	13	have	have	VBP
cord-302553-d0hk4ipg	36	14	been	be	VBN
cord-302553-d0hk4ipg	36	15	applied	apply	VBN
cord-302553-d0hk4ipg	36	16	to	to	IN
cord-302553-d0hk4ipg	36	17	many	many	JJ
cord-302553-d0hk4ipg	36	18	research	research	NN
cord-302553-d0hk4ipg	36	19	subjects	subject	NNS
cord-302553-d0hk4ipg	36	20	,	,	,
cord-302553-d0hk4ipg	36	21	such	such	JJ
cord-302553-d0hk4ipg	36	22	as	as	IN
cord-302553-d0hk4ipg	36	23	healthcare	healthcare	NN
cord-302553-d0hk4ipg	36	24	informatics	informatic	NNS
cord-302553-d0hk4ipg	36	25	[	[	-LRB-
cord-302553-d0hk4ipg	36	26	10	10	CD
cord-302553-d0hk4ipg	36	27	,	,	,
cord-302553-d0hk4ipg	36	28	11	11	CD
cord-302553-d0hk4ipg	36	29	]	]	-RRB-
cord-302553-d0hk4ipg	36	30	,	,	,
cord-302553-d0hk4ipg	36	31	sentiment	sentiment	NN
cord-302553-d0hk4ipg	36	32	analytics	analytic	NNS
cord-302553-d0hk4ipg	36	33	[	[	-LRB-
cord-302553-d0hk4ipg	36	34	12	12	CD
cord-302553-d0hk4ipg	36	35	]	]	-RRB-
cord-302553-d0hk4ipg	36	36	,	,	,
cord-302553-d0hk4ipg	36	37	and	and	CC
cord-302553-d0hk4ipg	36	38	disaster	disaster	NN
cord-302553-d0hk4ipg	36	39	management	management	NN
cord-302553-d0hk4ipg	36	40	[	[	-LRB-
cord-302553-d0hk4ipg	36	41	13	13	CD
cord-302553-d0hk4ipg	36	42	]	]	-RRB-
cord-302553-d0hk4ipg	36	43	[	[	-LRB-
cord-302553-d0hk4ipg	36	44	14	14	CD
cord-302553-d0hk4ipg	36	45	]	]	-RRB-
cord-302553-d0hk4ipg	36	46	[	[	-LRB-
cord-302553-d0hk4ipg	36	47	15	15	CD
cord-302553-d0hk4ipg	36	48	]	]	-RRB-
cord-302553-d0hk4ipg	36	49	.	.	.
cord-302553-d0hk4ipg	37	1	The	the	DT
cord-302553-d0hk4ipg	37	2	remarkable	remarkable	JJ
cord-302553-d0hk4ipg	37	3	value	value	NN
cord-302553-d0hk4ipg	37	4	of	of	IN
cord-302553-d0hk4ipg	37	5	social	social	JJ
cord-302553-d0hk4ipg	37	6	media	medium	NNS
cord-302553-d0hk4ipg	37	7	has	have	VBZ
cord-302553-d0hk4ipg	37	8	been	be	VBN
cord-302553-d0hk4ipg	37	9	widely	widely	RB
cord-302553-d0hk4ipg	37	10	recognized	recognize	VBN
cord-302553-d0hk4ipg	37	11	[	[	-LRB-
cord-302553-d0hk4ipg	37	12	16	16	CD
cord-302553-d0hk4ipg	37	13	]	]	-RRB-
cord-302553-d0hk4ipg	37	14	.	.	.
cord-302553-d0hk4ipg	38	1	Particularly	particularly	RB
cord-302553-d0hk4ipg	38	2	in	in	IN
cord-302553-d0hk4ipg	38	3	this	this	DT
cord-302553-d0hk4ipg	38	4	paper	paper	NN
cord-302553-d0hk4ipg	38	5	,	,	,
cord-302553-d0hk4ipg	38	6	we	-PRON-	PRP
cord-302553-d0hk4ipg	38	7	refer	refer	VBP
cord-302553-d0hk4ipg	38	8	to	to	IN
cord-302553-d0hk4ipg	38	9	microblogs	microblogs	NNP
cord-302553-d0hk4ipg	38	10	posted	post	VBN
cord-302553-d0hk4ipg	38	11	on	on	IN
cord-302553-d0hk4ipg	38	12	social	social	JJ
cord-302553-d0hk4ipg	38	13	media	medium	NNS
cord-302553-d0hk4ipg	38	14	platforms	platform	NNS
cord-302553-d0hk4ipg	38	15	especially	especially	RB
cord-302553-d0hk4ipg	38	16	from	from	IN
cord-302553-d0hk4ipg	38	17	Sina	Sina	NNP
cord-302553-d0hk4ipg	38	18	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	38	19	as	as	IN
cord-302553-d0hk4ipg	38	20	weibos	weibos	NNP
cord-302553-d0hk4ipg	38	21	.	.	.
cord-302553-d0hk4ipg	39	1	Although	although	IN
cord-302553-d0hk4ipg	39	2	disease	disease	NN
cord-302553-d0hk4ipg	39	3	prevention	prevention	NN
cord-302553-d0hk4ipg	39	4	and	and	CC
cord-302553-d0hk4ipg	39	5	control	control	NN
cord-302553-d0hk4ipg	39	6	institutions	institution	NNS
cord-302553-d0hk4ipg	39	7	have	have	VBP
cord-302553-d0hk4ipg	39	8	exerted	exert	VBN
cord-302553-d0hk4ipg	39	9	a	a	DT
cord-302553-d0hk4ipg	39	10	significant	significant	JJ
cord-302553-d0hk4ipg	39	11	role	role	NN
cord-302553-d0hk4ipg	39	12	in	in	IN
cord-302553-d0hk4ipg	39	13	disease	disease	NN
cord-302553-d0hk4ipg	39	14	detection	detection	NN
cord-302553-d0hk4ipg	39	15	,	,	,
cord-302553-d0hk4ipg	39	16	they	-PRON-	PRP
cord-302553-d0hk4ipg	39	17	might	may	MD
cord-302553-d0hk4ipg	39	18	come	come	VB
cord-302553-d0hk4ipg	39	19	up	up	RP
cord-302553-d0hk4ipg	39	20	against	against	IN
cord-302553-d0hk4ipg	39	21	substantial	substantial	JJ
cord-302553-d0hk4ipg	39	22	difficulties	difficulty	NNS
cord-302553-d0hk4ipg	39	23	in	in	IN
cord-302553-d0hk4ipg	39	24	using	use	VBG
cord-302553-d0hk4ipg	39	25	social	social	JJ
cord-302553-d0hk4ipg	39	26	media	medium	NNS
cord-302553-d0hk4ipg	39	27	data	datum	NNS
cord-302553-d0hk4ipg	39	28	in	in	IN
cord-302553-d0hk4ipg	39	29	disease	disease	NN
cord-302553-d0hk4ipg	39	30	detection	detection	NN
cord-302553-d0hk4ipg	39	31	and	and	CC
cord-302553-d0hk4ipg	39	32	control	control	NN
cord-302553-d0hk4ipg	39	33	due	due	IN
cord-302553-d0hk4ipg	39	34	to	to	IN
cord-302553-d0hk4ipg	39	35	the	the	DT
cord-302553-d0hk4ipg	39	36	lack	lack	NN
cord-302553-d0hk4ipg	39	37	of	of	IN
cord-302553-d0hk4ipg	39	38	analytic	analytic	JJ
cord-302553-d0hk4ipg	39	39	methods	method	NNS
cord-302553-d0hk4ipg	39	40	or	or	CC
cord-302553-d0hk4ipg	39	41	accurate	accurate	JJ
cord-302553-d0hk4ipg	39	42	monitoring	monitoring	NN
cord-302553-d0hk4ipg	39	43	of	of	IN
cord-302553-d0hk4ipg	39	44	outbreaks	outbreak	NNS
cord-302553-d0hk4ipg	39	45	and	and	CC
cord-302553-d0hk4ipg	39	46	periods	period	NNS
cord-302553-d0hk4ipg	39	47	of	of	IN
cord-302553-d0hk4ipg	39	48	infectious	infectious	JJ
cord-302553-d0hk4ipg	39	49	diseases	disease	NNS
cord-302553-d0hk4ipg	39	50	.	.	.
cord-302553-d0hk4ipg	40	1	There	there	EX
cord-302553-d0hk4ipg	40	2	is	be	VBZ
cord-302553-d0hk4ipg	40	3	still	still	RB
cord-302553-d0hk4ipg	40	4	a	a	DT
cord-302553-d0hk4ipg	40	5	long	long	JJ
cord-302553-d0hk4ipg	40	6	journey	journey	NN
cord-302553-d0hk4ipg	40	7	to	to	TO
cord-302553-d0hk4ipg	40	8	go	go	VB
cord-302553-d0hk4ipg	40	9	to	to	TO
cord-302553-d0hk4ipg	40	10	fully	fully	RB
cord-302553-d0hk4ipg	40	11	utilize	utilize	VB
cord-302553-d0hk4ipg	40	12	social	social	JJ
cord-302553-d0hk4ipg	40	13	media	medium	NNS
cord-302553-d0hk4ipg	40	14	data	datum	NNS
cord-302553-d0hk4ipg	40	15	in	in	IN
cord-302553-d0hk4ipg	40	16	disease	disease	NNP
cord-302553-d0hk4ipg	40	17	prevention	prevention	NN
cord-302553-d0hk4ipg	40	18	and	and	CC
cord-302553-d0hk4ipg	40	19	control	control	NN
cord-302553-d0hk4ipg	40	20	.	.	.
cord-302553-d0hk4ipg	41	1	Third	third	RB
cord-302553-d0hk4ipg	41	2	,	,	,
cord-302553-d0hk4ipg	41	3	the	the	DT
cord-302553-d0hk4ipg	41	4	flu	flu	NN
cord-302553-d0hk4ipg	41	5	is	be	VBZ
cord-302553-d0hk4ipg	41	6	characterized	characterize	VBN
cord-302553-d0hk4ipg	41	7	by	by	IN
cord-302553-d0hk4ipg	41	8	strong	strong	JJ
cord-302553-d0hk4ipg	41	9	contagiousness	contagiousness	NN
cord-302553-d0hk4ipg	41	10	and	and	CC
cord-302553-d0hk4ipg	41	11	rapid	rapid	JJ
cord-302553-d0hk4ipg	41	12	spread	spread	NN
cord-302553-d0hk4ipg	41	13	,	,	,
cord-302553-d0hk4ipg	41	14	which	which	WDT
cord-302553-d0hk4ipg	41	15	makes	make	VBZ
cord-302553-d0hk4ipg	41	16	it	-PRON-	PRP
cord-302553-d0hk4ipg	41	17	difficult	difficult	JJ
cord-302553-d0hk4ipg	41	18	to	to	TO
cord-302553-d0hk4ipg	41	19	monitor	monitor	VB
cord-302553-d0hk4ipg	41	20	in	in	IN
cord-302553-d0hk4ipg	41	21	real	real	JJ
cord-302553-d0hk4ipg	41	22	-	-	HYPH
cord-302553-d0hk4ipg	41	23	time	time	NN
cord-302553-d0hk4ipg	41	24	or	or	CC
cord-302553-d0hk4ipg	41	25	precisely	precisely	RB
cord-302553-d0hk4ipg	41	26	estimate	estimate	VB
cord-302553-d0hk4ipg	41	27	the	the	DT
cord-302553-d0hk4ipg	41	28	spread	spread	NN
cord-302553-d0hk4ipg	41	29	of	of	IN
cord-302553-d0hk4ipg	41	30	the	the	DT
cord-302553-d0hk4ipg	41	31	flu	flu	NN
cord-302553-d0hk4ipg	41	32	.	.	.
cord-302553-d0hk4ipg	42	1	For	for	IN
cord-302553-d0hk4ipg	42	2	The	the	DT
cord-302553-d0hk4ipg	42	3	fundamental	fundamental	JJ
cord-302553-d0hk4ipg	42	4	cause	cause	NN
cord-302553-d0hk4ipg	42	5	of	of	IN
cord-302553-d0hk4ipg	42	6	these	these	DT
cord-302553-d0hk4ipg	42	7	serious	serious	JJ
cord-302553-d0hk4ipg	42	8	outbreaks	outbreak	NNS
cord-302553-d0hk4ipg	42	9	is	be	VBZ
cord-302553-d0hk4ipg	42	10	summarized	summarize	VBN
cord-302553-d0hk4ipg	42	11	as	as	IN
cord-302553-d0hk4ipg	42	12	follows	follow	VBZ
cord-302553-d0hk4ipg	42	13	.	.	.
cord-302553-d0hk4ipg	43	1	First	first	RB
cord-302553-d0hk4ipg	43	2	,	,	,
cord-302553-d0hk4ipg	43	3	traditional	traditional	JJ
cord-302553-d0hk4ipg	43	4	disease	disease	NN
cord-302553-d0hk4ipg	43	5	prevention	prevention	NN
cord-302553-d0hk4ipg	43	6	and	and	CC
cord-302553-d0hk4ipg	43	7	control	control	NN
cord-302553-d0hk4ipg	43	8	institutions	institution	NNS
cord-302553-d0hk4ipg	43	9	mainly	mainly	RB
cord-302553-d0hk4ipg	43	10	rely	rely	VBP
cord-302553-d0hk4ipg	43	11	on	on	IN
cord-302553-d0hk4ipg	43	12	a	a	DT
cord-302553-d0hk4ipg	43	13	single	single	JJ
cord-302553-d0hk4ipg	43	14	channel	channel	NN
cord-302553-d0hk4ipg	43	15	for	for	IN
cord-302553-d0hk4ipg	43	16	information	information	NN
cord-302553-d0hk4ipg	43	17	monitoring	monitoring	NN
cord-302553-d0hk4ipg	43	18	and	and	CC
cord-302553-d0hk4ipg	43	19	access	access	NN
cord-302553-d0hk4ipg	43	20	.	.	.
cord-302553-d0hk4ipg	44	1	Specifically	specifically	RB
cord-302553-d0hk4ipg	44	2	,	,	,
cord-302553-d0hk4ipg	44	3	data	datum	NNS
cord-302553-d0hk4ipg	44	4	are	be	VBP
cord-302553-d0hk4ipg	44	5	exclusively	exclusively	RB
cord-302553-d0hk4ipg	44	6	sourced	source	VBN
cord-302553-d0hk4ipg	44	7	from	from	IN
cord-302553-d0hk4ipg	44	8	clinical	clinical	JJ
cord-302553-d0hk4ipg	44	9	statistics	statistic	NNS
cord-302553-d0hk4ipg	44	10	.	.	.
cord-302553-d0hk4ipg	45	1	However	however	RB
cord-302553-d0hk4ipg	45	2	,	,	,
cord-302553-d0hk4ipg	45	3	relying	rely	VBG
cord-302553-d0hk4ipg	45	4	exclusively	exclusively	RB
cord-302553-d0hk4ipg	45	5	on	on	IN
cord-302553-d0hk4ipg	45	6	clinical	clinical	JJ
cord-302553-d0hk4ipg	45	7	statistics	statistic	NNS
cord-302553-d0hk4ipg	45	8	has	have	VBZ
cord-302553-d0hk4ipg	45	9	obvious	obvious	JJ
cord-302553-d0hk4ipg	45	10	disadvantages	disadvantage	NNS
cord-302553-d0hk4ipg	45	11	,	,	,
cord-302553-d0hk4ipg	45	12	such	such	JJ
cord-302553-d0hk4ipg	45	13	as	as	IN
cord-302553-d0hk4ipg	45	14	being	be	VBG
cord-302553-d0hk4ipg	45	15	time	time	NN
cord-302553-d0hk4ipg	45	16	consuming	consume	VBG
cord-302553-d0hk4ipg	45	17	and	and	CC
cord-302553-d0hk4ipg	45	18	creating	create	VBG
cord-302553-d0hk4ipg	45	19	high	high	JJ
cord-302553-d0hk4ipg	45	20	labor	labor	NN
cord-302553-d0hk4ipg	45	21	costs	cost	NNS
cord-302553-d0hk4ipg	45	22	[	[	-LRB-
cord-302553-d0hk4ipg	45	23	8	8	CD
cord-302553-d0hk4ipg	45	24	,	,	,
cord-302553-d0hk4ipg	45	25	9	9	CD
cord-302553-d0hk4ipg	45	26	]	]	-RRB-
cord-302553-d0hk4ipg	45	27	.	.	.
cord-302553-d0hk4ipg	46	1	The	the	DT
cord-302553-d0hk4ipg	46	2	traditional	traditional	JJ
cord-302553-d0hk4ipg	46	3	detection	detection	NN
cord-302553-d0hk4ipg	46	4	methods	method	NNS
cord-302553-d0hk4ipg	46	5	can	can	MD
cord-302553-d0hk4ipg	46	6	not	not	RB
cord-302553-d0hk4ipg	46	7	integrate	integrate	VB
cord-302553-d0hk4ipg	46	8	multichannel	multichannel	JJ
cord-302553-d0hk4ipg	46	9	infectious	infectious	JJ
cord-302553-d0hk4ipg	46	10	disease	disease	NN
cord-302553-d0hk4ipg	46	11	information	information	NN
cord-302553-d0hk4ipg	46	12	,	,	,
cord-302553-d0hk4ipg	46	13	such	such	JJ
cord-302553-d0hk4ipg	46	14	as	as	IN
cord-302553-d0hk4ipg	46	15	social	social	JJ
cord-302553-d0hk4ipg	46	16	media	medium	NNS
cord-302553-d0hk4ipg	46	17	and	and	CC
cord-302553-d0hk4ipg	46	18	search	search	NN
cord-302553-d0hk4ipg	46	19	engine	engine	NN
cord-302553-d0hk4ipg	46	20	data	datum	NNS
cord-302553-d0hk4ipg	46	21	.	.	.
cord-302553-d0hk4ipg	47	1	Second	second	JJ
cord-302553-d0hk4ipg	47	2	,	,	,
cord-302553-d0hk4ipg	47	3	social	social	JJ
cord-302553-d0hk4ipg	47	4	media	medium	NNS
cord-302553-d0hk4ipg	47	5	data	datum	NNS
cord-302553-d0hk4ipg	47	6	are	be	VBP
cord-302553-d0hk4ipg	47	7	a	a	DT
cord-302553-d0hk4ipg	47	8	powerful	powerful	JJ
cord-302553-d0hk4ipg	47	9	and	and	CC
cord-302553-d0hk4ipg	47	10	promising	promising	JJ
cord-302553-d0hk4ipg	47	11	tool	tool	NN
cord-302553-d0hk4ipg	47	12	that	that	WDT
cord-302553-d0hk4ipg	47	13	have	have	VBP
cord-302553-d0hk4ipg	47	14	been	be	VBN
cord-302553-d0hk4ipg	47	15	applied	apply	VBN
cord-302553-d0hk4ipg	47	16	to	to	IN
cord-302553-d0hk4ipg	47	17	many	many	JJ
cord-302553-d0hk4ipg	47	18	research	research	NN
cord-302553-d0hk4ipg	47	19	subjects	subject	NNS
cord-302553-d0hk4ipg	47	20	,	,	,
cord-302553-d0hk4ipg	47	21	such	such	JJ
cord-302553-d0hk4ipg	47	22	as	as	IN
cord-302553-d0hk4ipg	47	23	healthcare	healthcare	NN
cord-302553-d0hk4ipg	47	24	informatics	informatic	NNS
cord-302553-d0hk4ipg	47	25	[	[	-LRB-
cord-302553-d0hk4ipg	47	26	10	10	CD
cord-302553-d0hk4ipg	47	27	,	,	,
cord-302553-d0hk4ipg	47	28	11	11	CD
cord-302553-d0hk4ipg	47	29	]	]	-RRB-
cord-302553-d0hk4ipg	47	30	,	,	,
cord-302553-d0hk4ipg	47	31	sentiment	sentiment	NN
cord-302553-d0hk4ipg	47	32	analytics	analytic	NNS
cord-302553-d0hk4ipg	47	33	[	[	-LRB-
cord-302553-d0hk4ipg	47	34	12	12	CD
cord-302553-d0hk4ipg	47	35	]	]	-RRB-
cord-302553-d0hk4ipg	47	36	,	,	,
cord-302553-d0hk4ipg	47	37	and	and	CC
cord-302553-d0hk4ipg	47	38	disaster	disaster	NN
cord-302553-d0hk4ipg	47	39	management	management	NN
cord-302553-d0hk4ipg	47	40	[	[	-LRB-
cord-302553-d0hk4ipg	47	41	13	13	CD
cord-302553-d0hk4ipg	47	42	]	]	-RRB-
cord-302553-d0hk4ipg	47	43	[	[	-LRB-
cord-302553-d0hk4ipg	47	44	14	14	CD
cord-302553-d0hk4ipg	47	45	]	]	-RRB-
cord-302553-d0hk4ipg	47	46	[	[	-LRB-
cord-302553-d0hk4ipg	47	47	15	15	CD
cord-302553-d0hk4ipg	47	48	]	]	-RRB-
cord-302553-d0hk4ipg	47	49	.	.	.
cord-302553-d0hk4ipg	48	1	The	the	DT
cord-302553-d0hk4ipg	48	2	remarkable	remarkable	JJ
cord-302553-d0hk4ipg	48	3	value	value	NN
cord-302553-d0hk4ipg	48	4	of	of	IN
cord-302553-d0hk4ipg	48	5	social	social	JJ
cord-302553-d0hk4ipg	48	6	media	medium	NNS
cord-302553-d0hk4ipg	48	7	has	have	VBZ
cord-302553-d0hk4ipg	48	8	been	be	VBN
cord-302553-d0hk4ipg	48	9	widely	widely	RB
cord-302553-d0hk4ipg	48	10	recognized	recognize	VBN
cord-302553-d0hk4ipg	48	11	[	[	-LRB-
cord-302553-d0hk4ipg	48	12	16	16	CD
cord-302553-d0hk4ipg	48	13	]	]	-RRB-
cord-302553-d0hk4ipg	48	14	.	.	.
cord-302553-d0hk4ipg	49	1	Particularly	particularly	RB
cord-302553-d0hk4ipg	49	2	in	in	IN
cord-302553-d0hk4ipg	49	3	this	this	DT
cord-302553-d0hk4ipg	49	4	paper	paper	NN
cord-302553-d0hk4ipg	49	5	,	,	,
cord-302553-d0hk4ipg	49	6	we	-PRON-	PRP
cord-302553-d0hk4ipg	49	7	refer	refer	VBP
cord-302553-d0hk4ipg	49	8	to	to	IN
cord-302553-d0hk4ipg	49	9	microblogs	microblogs	NNP
cord-302553-d0hk4ipg	49	10	posted	post	VBN
cord-302553-d0hk4ipg	49	11	on	on	IN
cord-302553-d0hk4ipg	49	12	social	social	JJ
cord-302553-d0hk4ipg	49	13	media	medium	NNS
cord-302553-d0hk4ipg	49	14	platforms	platform	NNS
cord-302553-d0hk4ipg	49	15	especially	especially	RB
cord-302553-d0hk4ipg	49	16	from	from	IN
cord-302553-d0hk4ipg	49	17	Sina	Sina	NNP
cord-302553-d0hk4ipg	49	18	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	49	19	as	as	IN
cord-302553-d0hk4ipg	49	20	weibos	weibos	NNP
cord-302553-d0hk4ipg	49	21	.	.	.
cord-302553-d0hk4ipg	50	1	Although	although	IN
cord-302553-d0hk4ipg	50	2	disease	disease	NN
cord-302553-d0hk4ipg	50	3	prevention	prevention	NN
cord-302553-d0hk4ipg	50	4	and	and	CC
cord-302553-d0hk4ipg	50	5	control	control	NN
cord-302553-d0hk4ipg	50	6	institutions	institution	NNS
cord-302553-d0hk4ipg	50	7	have	have	VBP
cord-302553-d0hk4ipg	50	8	exerted	exert	VBN
cord-302553-d0hk4ipg	50	9	a	a	DT
cord-302553-d0hk4ipg	50	10	significant	significant	JJ
cord-302553-d0hk4ipg	50	11	role	role	NN
cord-302553-d0hk4ipg	50	12	in	in	IN
cord-302553-d0hk4ipg	50	13	disease	disease	NN
cord-302553-d0hk4ipg	50	14	detection	detection	NN
cord-302553-d0hk4ipg	50	15	,	,	,
cord-302553-d0hk4ipg	50	16	they	-PRON-	PRP
cord-302553-d0hk4ipg	50	17	might	may	MD
cord-302553-d0hk4ipg	50	18	come	come	VB
cord-302553-d0hk4ipg	50	19	up	up	RP
cord-302553-d0hk4ipg	50	20	against	against	IN
cord-302553-d0hk4ipg	50	21	substantial	substantial	JJ
cord-302553-d0hk4ipg	50	22	difficulties	difficulty	NNS
cord-302553-d0hk4ipg	50	23	in	in	IN
cord-302553-d0hk4ipg	50	24	using	use	VBG
cord-302553-d0hk4ipg	50	25	social	social	JJ
cord-302553-d0hk4ipg	50	26	media	medium	NNS
cord-302553-d0hk4ipg	50	27	data	datum	NNS
cord-302553-d0hk4ipg	50	28	in	in	IN
cord-302553-d0hk4ipg	50	29	disease	disease	NN
cord-302553-d0hk4ipg	50	30	detection	detection	NN
cord-302553-d0hk4ipg	50	31	and	and	CC
cord-302553-d0hk4ipg	50	32	control	control	NN
cord-302553-d0hk4ipg	50	33	due	due	IN
cord-302553-d0hk4ipg	50	34	to	to	IN
cord-302553-d0hk4ipg	50	35	the	the	DT
cord-302553-d0hk4ipg	50	36	lack	lack	NN
cord-302553-d0hk4ipg	50	37	of	of	IN
cord-302553-d0hk4ipg	50	38	analytic	analytic	JJ
cord-302553-d0hk4ipg	50	39	methods	method	NNS
cord-302553-d0hk4ipg	50	40	or	or	CC
cord-302553-d0hk4ipg	50	41	accurate	accurate	JJ
cord-302553-d0hk4ipg	50	42	monitoring	monitoring	NN
cord-302553-d0hk4ipg	50	43	of	of	IN
cord-302553-d0hk4ipg	50	44	outbreaks	outbreak	NNS
cord-302553-d0hk4ipg	50	45	and	and	CC
cord-302553-d0hk4ipg	50	46	periods	period	NNS
cord-302553-d0hk4ipg	50	47	of	of	IN
cord-302553-d0hk4ipg	50	48	infectious	infectious	JJ
cord-302553-d0hk4ipg	50	49	diseases	disease	NNS
cord-302553-d0hk4ipg	50	50	.	.	.
cord-302553-d0hk4ipg	51	1	There	there	EX
cord-302553-d0hk4ipg	51	2	is	be	VBZ
cord-302553-d0hk4ipg	51	3	still	still	RB
cord-302553-d0hk4ipg	51	4	a	a	DT
cord-302553-d0hk4ipg	51	5	long	long	JJ
cord-302553-d0hk4ipg	51	6	journey	journey	NN
cord-302553-d0hk4ipg	51	7	to	to	TO
cord-302553-d0hk4ipg	51	8	go	go	VB
cord-302553-d0hk4ipg	51	9	to	to	TO
cord-302553-d0hk4ipg	51	10	fully	fully	RB
cord-302553-d0hk4ipg	51	11	utilize	utilize	VB
cord-302553-d0hk4ipg	51	12	social	social	JJ
cord-302553-d0hk4ipg	51	13	media	medium	NNS
cord-302553-d0hk4ipg	51	14	data	datum	NNS
cord-302553-d0hk4ipg	51	15	in	in	IN
cord-302553-d0hk4ipg	51	16	disease	disease	NNP
cord-302553-d0hk4ipg	51	17	prevention	prevention	NN
cord-302553-d0hk4ipg	51	18	and	and	CC
cord-302553-d0hk4ipg	51	19	control	control	NN
cord-302553-d0hk4ipg	51	20	.	.	.
cord-302553-d0hk4ipg	52	1	Third	third	RB
cord-302553-d0hk4ipg	52	2	,	,	,
cord-302553-d0hk4ipg	52	3	the	the	DT
cord-302553-d0hk4ipg	52	4	flu	flu	NN
cord-302553-d0hk4ipg	52	5	is	be	VBZ
cord-302553-d0hk4ipg	52	6	characterized	characterize	VBN
cord-302553-d0hk4ipg	52	7	by	by	IN
cord-302553-d0hk4ipg	52	8	strong	strong	JJ
cord-302553-d0hk4ipg	52	9	contagiousness	contagiousness	NN
cord-302553-d0hk4ipg	52	10	and	and	CC
cord-302553-d0hk4ipg	52	11	rapid	rapid	JJ
cord-302553-d0hk4ipg	52	12	spread	spread	NN
cord-302553-d0hk4ipg	52	13	,	,	,
cord-302553-d0hk4ipg	52	14	which	which	WDT
cord-302553-d0hk4ipg	52	15	makes	make	VBZ
cord-302553-d0hk4ipg	52	16	it	-PRON-	PRP
cord-302553-d0hk4ipg	52	17	difficult	difficult	JJ
cord-302553-d0hk4ipg	52	18	to	to	TO
cord-302553-d0hk4ipg	52	19	monitor	monitor	VB
cord-302553-d0hk4ipg	52	20	in	in	IN
cord-302553-d0hk4ipg	52	21	real	real	JJ
cord-302553-d0hk4ipg	52	22	-	-	HYPH
cord-302553-d0hk4ipg	52	23	time	time	NN
cord-302553-d0hk4ipg	52	24	or	or	CC
cord-302553-d0hk4ipg	52	25	precisely	precisely	RB
cord-302553-d0hk4ipg	52	26	estimate	estimate	VB
cord-302553-d0hk4ipg	52	27	the	the	DT
cord-302553-d0hk4ipg	52	28	spread	spread	NN
cord-302553-d0hk4ipg	52	29	of	of	IN
cord-302553-d0hk4ipg	52	30	the	the	DT
cord-302553-d0hk4ipg	52	31	flu	flu	NN
cord-302553-d0hk4ipg	52	32	.	.	.
cord-302553-d0hk4ipg	53	1	For	for	IN
cord-302553-d0hk4ipg	53	2	example	example	NN
cord-302553-d0hk4ipg	53	3	,	,	,
cord-302553-d0hk4ipg	53	4	the	the	DT
cord-302553-d0hk4ipg	53	5	flu	flu	NN
cord-302553-d0hk4ipg	53	6	can	can	MD
cord-302553-d0hk4ipg	53	7	be	be	VB
cord-302553-d0hk4ipg	53	8	easily	easily	RB
cord-302553-d0hk4ipg	53	9	spread	spread	VBN
cord-302553-d0hk4ipg	53	10	by	by	IN
cord-302553-d0hk4ipg	53	11	droplets	droplet	NNS
cord-302553-d0hk4ipg	53	12	or	or	CC
cord-302553-d0hk4ipg	53	13	contaminated	contaminated	JJ
cord-302553-d0hk4ipg	53	14	items	item	NNS
cord-302553-d0hk4ipg	53	15	in	in	IN
cord-302553-d0hk4ipg	53	16	the	the	DT
cord-302553-d0hk4ipg	53	17	air	air	NN
cord-302553-d0hk4ipg	53	18	and	and	CC
cord-302553-d0hk4ipg	53	19	contact	contact	NN
cord-302553-d0hk4ipg	53	20	among	among	IN
cord-302553-d0hk4ipg	53	21	people	people	NNS
cord-302553-d0hk4ipg	53	22	.	.	.
cord-302553-d0hk4ipg	54	1	The	the	DT
cord-302553-d0hk4ipg	54	2	Centers	Centers	NNPS
cord-302553-d0hk4ipg	54	3	for	for	IN
cord-302553-d0hk4ipg	54	4	Disease	Disease	NNP
cord-302553-d0hk4ipg	54	5	Control	Control	NNP
cord-302553-d0hk4ipg	54	6	and	and	CC
cord-302553-d0hk4ipg	54	7	Prevention	Prevention	NNP
cord-302553-d0hk4ipg	54	8	(	(	-LRB-
cord-302553-d0hk4ipg	54	9	CDC	CDC	NNP
cord-302553-d0hk4ipg	54	10	)	)	-RRB-
cord-302553-d0hk4ipg	54	11	publishes	publish	VBZ
cord-302553-d0hk4ipg	54	12	data	datum	NNS
cord-302553-d0hk4ipg	54	13	on	on	IN
cord-302553-d0hk4ipg	54	14	influenza	influenza	NN
cord-302553-d0hk4ipg	54	15	-	-	HYPH
cord-302553-d0hk4ipg	54	16	like	like	JJ
cord-302553-d0hk4ipg	54	17	illness	illness	NN
cord-302553-d0hk4ipg	54	18	ILI	ILI	NNP
cord-302553-d0hk4ipg	54	19	based	base	VBN
cord-302553-d0hk4ipg	54	20	on	on	IN
cord-302553-d0hk4ipg	54	21	statistics	statistic	NNS
cord-302553-d0hk4ipg	54	22	and	and	CC
cord-302553-d0hk4ipg	54	23	evaluation	evaluation	NN
cord-302553-d0hk4ipg	54	24	after	after	IN
cord-302553-d0hk4ipg	54	25	a	a	DT
cord-302553-d0hk4ipg	54	26	patient	patient	NN
cord-302553-d0hk4ipg	54	27	's	's	POS
cord-302553-d0hk4ipg	54	28	visit	visit	NN
cord-302553-d0hk4ipg	54	29	.	.	.
cord-302553-d0hk4ipg	55	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	55	2	would	would	MD
cord-302553-d0hk4ipg	55	3	be	be	VB
cord-302553-d0hk4ipg	55	4	extremely	extremely	RB
cord-302553-d0hk4ipg	55	5	difficult	difficult	JJ
cord-302553-d0hk4ipg	55	6	to	to	TO
cord-302553-d0hk4ipg	55	7	obtain	obtain	VB
cord-302553-d0hk4ipg	55	8	information	information	NN
cord-302553-d0hk4ipg	55	9	and	and	CC
cord-302553-d0hk4ipg	55	10	perform	perform	VB
cord-302553-d0hk4ipg	55	11	an	an	DT
cord-302553-d0hk4ipg	55	12	analysis	analysis	NN
cord-302553-d0hk4ipg	55	13	before	before	IN
cord-302553-d0hk4ipg	55	14	the	the	DT
cord-302553-d0hk4ipg	55	15	visit	visit	NN
cord-302553-d0hk4ipg	55	16	.	.	.
cord-302553-d0hk4ipg	56	1	However	however	RB
cord-302553-d0hk4ipg	56	2	,	,	,
cord-302553-d0hk4ipg	56	3	apparently	apparently	RB
cord-302553-d0hk4ipg	56	4	,	,	,
cord-302553-d0hk4ipg	56	5	time	time	NN
cord-302553-d0hk4ipg	56	6	lags	lag	VBZ
cord-302553-d0hk4ipg	56	7	could	could	MD
cord-302553-d0hk4ipg	56	8	lead	lead	VB
cord-302553-d0hk4ipg	56	9	to	to	IN
cord-302553-d0hk4ipg	56	10	delayed	delay	VBN
cord-302553-d0hk4ipg	56	11	treatment	treatment	NN
cord-302553-d0hk4ipg	56	12	.	.	.
cord-302553-d0hk4ipg	57	1	Fourth	fourth	RB
cord-302553-d0hk4ipg	57	2	,	,	,
cord-302553-d0hk4ipg	57	3	Google	Google	NNP
cord-302553-d0hk4ipg	57	4	Flu	Flu	NNP
cord-302553-d0hk4ipg	57	5	Trends	Trends	NNPS
cord-302553-d0hk4ipg	57	6	(	(	-LRB-
cord-302553-d0hk4ipg	57	7	GFT	GFT	NNP
cord-302553-d0hk4ipg	57	8	)	)	-RRB-
cord-302553-d0hk4ipg	57	9	provided	provide	VBD
cord-302553-d0hk4ipg	57	10	an	an	DT
cord-302553-d0hk4ipg	57	11	estimate	estimate	NN
cord-302553-d0hk4ipg	57	12	of	of	IN
cord-302553-d0hk4ipg	57	13	more	more	JJR
cord-302553-d0hk4ipg	57	14	than	than	IN
cord-302553-d0hk4ipg	57	15	double	double	PDT
cord-302553-d0hk4ipg	57	16	the	the	DT
cord-302553-d0hk4ipg	57	17	proportion	proportion	NN
cord-302553-d0hk4ipg	57	18	of	of	IN
cord-302553-d0hk4ipg	57	19	clinical	clinical	JJ
cord-302553-d0hk4ipg	57	20	data	datum	NNS
cord-302553-d0hk4ipg	57	21	for	for	IN
cord-302553-d0hk4ipg	57	22	influenza	influenza	NN
cord-302553-d0hk4ipg	57	23	-	-	HYPH
cord-302553-d0hk4ipg	57	24	like	like	JJ
cord-302553-d0hk4ipg	57	25	illness	illness	NN
cord-302553-d0hk4ipg	57	26	(	(	-LRB-
cord-302553-d0hk4ipg	57	27	ILI	ILI	NNP
cord-302553-d0hk4ipg	57	28	)	)	-RRB-
cord-302553-d0hk4ipg	57	29	published	publish	VBN
cord-302553-d0hk4ipg	57	30	by	by	IN
cord-302553-d0hk4ipg	57	31	the	the	DT
cord-302553-d0hk4ipg	57	32	Centers	Centers	NNPS
cord-302553-d0hk4ipg	57	33	for	for	IN
cord-302553-d0hk4ipg	57	34	Disease	Disease	NNP
cord-302553-d0hk4ipg	57	35	Control	Control	NNP
cord-302553-d0hk4ipg	57	36	and	and	CC
cord-302553-d0hk4ipg	57	37	Prevention	Prevention	NNP
cord-302553-d0hk4ipg	57	38	(	(	-LRB-
cord-302553-d0hk4ipg	57	39	CDC	CDC	NNP
cord-302553-d0hk4ipg	57	40	)	)	-RRB-
cord-302553-d0hk4ipg	57	41	[	[	-LRB-
cord-302553-d0hk4ipg	57	42	17	17	CD
cord-302553-d0hk4ipg	57	43	]	]	-RRB-
cord-302553-d0hk4ipg	57	44	.	.	.
cord-302553-d0hk4ipg	58	1	The	the	DT
cord-302553-d0hk4ipg	58	2	ILI	ILI	NNP
cord-302553-d0hk4ipg	58	3	was	be	VBD
cord-302553-d0hk4ipg	58	4	calculated	calculate	VBN
cord-302553-d0hk4ipg	58	5	based	base	VBN
cord-302553-d0hk4ipg	58	6	on	on	IN
cord-302553-d0hk4ipg	58	7	surveillance	surveillance	NN
cord-302553-d0hk4ipg	58	8	reports	report	NNS
cord-302553-d0hk4ipg	58	9	from	from	IN
cord-302553-d0hk4ipg	58	10	laboratories	laboratory	NNS
cord-302553-d0hk4ipg	58	11	across	across	IN
cord-302553-d0hk4ipg	58	12	the	the	DT
cord-302553-d0hk4ipg	58	13	United	United	NNP
cord-302553-d0hk4ipg	58	14	States	States	NNP
cord-302553-d0hk4ipg	58	15	[	[	-LRB-
cord-302553-d0hk4ipg	58	16	18	18	CD
cord-302553-d0hk4ipg	58	17	]	]	-RRB-
cord-302553-d0hk4ipg	58	18	.	.	.
cord-302553-d0hk4ipg	59	1	Google	Google	NNP
cord-302553-d0hk4ipg	59	2	used	use	VBD
cord-302553-d0hk4ipg	59	3	web	web	NN
cord-302553-d0hk4ipg	59	4	search	search	NN
cord-302553-d0hk4ipg	59	5	data	datum	NNS
cord-302553-d0hk4ipg	59	6	to	to	TO
cord-302553-d0hk4ipg	59	7	propose	propose	VB
cord-302553-d0hk4ipg	59	8	a	a	DT
cord-302553-d0hk4ipg	59	9	GFT	GFT	NNP
cord-302553-d0hk4ipg	59	10	model	model	NN
cord-302553-d0hk4ipg	59	11	for	for	IN
cord-302553-d0hk4ipg	59	12	real	real	JJ
cord-302553-d0hk4ipg	59	13	-	-	HYPH
cord-302553-d0hk4ipg	59	14	time	time	NN
cord-302553-d0hk4ipg	59	15	monitoring	monitoring	NN
cord-302553-d0hk4ipg	59	16	.	.	.
cord-302553-d0hk4ipg	60	1	When	when	WRB
cord-302553-d0hk4ipg	60	2	patients	patient	NNS
cord-302553-d0hk4ipg	60	3	are	be	VBP
cord-302553-d0hk4ipg	60	4	aware	aware	JJ
cord-302553-d0hk4ipg	60	5	of	of	IN
cord-302553-d0hk4ipg	60	6	their	-PRON-	PRP$
cord-302553-d0hk4ipg	60	7	active	active	JJ
cord-302553-d0hk4ipg	60	8	flu	flu	NN
cord-302553-d0hk4ipg	60	9	period	period	NN
cord-302553-d0hk4ipg	60	10	and	and	CC
cord-302553-d0hk4ipg	60	11	search	search	NN
cord-302553-d0hk4ipg	60	12	for	for	IN
cord-302553-d0hk4ipg	60	13	flu	flu	NN
cord-302553-d0hk4ipg	60	14	-	-	HYPH
cord-302553-d0hk4ipg	60	15	related	relate	VBN
cord-302553-d0hk4ipg	60	16	keywords	keyword	NNS
cord-302553-d0hk4ipg	60	17	through	through	IN
cord-302553-d0hk4ipg	60	18	search	search	NN
cord-302553-d0hk4ipg	60	19	engines	engine	NNS
cord-302553-d0hk4ipg	60	20	such	such	JJ
cord-302553-d0hk4ipg	60	21	as	as	IN
cord-302553-d0hk4ipg	60	22	Google	Google	NNP
cord-302553-d0hk4ipg	60	23	,	,	,
cord-302553-d0hk4ipg	60	24	the	the	DT
cord-302553-d0hk4ipg	60	25	patients	patient	NNS
cord-302553-d0hk4ipg	60	26	'	'	POS
cord-302553-d0hk4ipg	60	27	behavior	behavior	NN
cord-302553-d0hk4ipg	60	28	is	be	VBZ
cord-302553-d0hk4ipg	60	29	recorded	record	VBN
cord-302553-d0hk4ipg	60	30	by	by	IN
cord-302553-d0hk4ipg	60	31	the	the	DT
cord-302553-d0hk4ipg	60	32	search	search	NN
cord-302553-d0hk4ipg	60	33	engine	engine	NN
cord-302553-d0hk4ipg	60	34	.	.	.
cord-302553-d0hk4ipg	61	1	Social	social	JJ
cord-302553-d0hk4ipg	61	2	media	medium	NNS
cord-302553-d0hk4ipg	61	3	sensors	sensor	NNS
cord-302553-d0hk4ipg	61	4	,	,	,
cord-302553-d0hk4ipg	61	5	in	in	IN
cord-302553-d0hk4ipg	61	6	contrast	contrast	NN
cord-302553-d0hk4ipg	61	7	,	,	,
cord-302553-d0hk4ipg	61	8	show	show	VBP
cord-302553-d0hk4ipg	61	9	unique	unique	JJ
cord-302553-d0hk4ipg	61	10	advantages	advantage	NNS
cord-302553-d0hk4ipg	61	11	for	for	IN
cord-302553-d0hk4ipg	61	12	quick	quick	JJ
cord-302553-d0hk4ipg	61	13	flu	flu	NN
cord-302553-d0hk4ipg	61	14	monitoring	monitoring	NN
cord-302553-d0hk4ipg	61	15	and	and	CC
cord-302553-d0hk4ipg	61	16	reliable	reliable	JJ
cord-302553-d0hk4ipg	61	17	estimation	estimation	NN
cord-302553-d0hk4ipg	61	18	and	and	CC
cord-302553-d0hk4ipg	61	19	prediction	prediction	NN
cord-302553-d0hk4ipg	61	20	.	.	.
cord-302553-d0hk4ipg	62	1	There	there	EX
cord-302553-d0hk4ipg	62	2	has	have	VBZ
cord-302553-d0hk4ipg	62	3	been	be	VBN
cord-302553-d0hk4ipg	62	4	a	a	DT
cord-302553-d0hk4ipg	62	5	growing	grow	VBG
cord-302553-d0hk4ipg	62	6	consensus	consensus	NN
cord-302553-d0hk4ipg	62	7	that	that	IN
cord-302553-d0hk4ipg	62	8	social	social	JJ
cord-302553-d0hk4ipg	62	9	media	medium	NNS
cord-302553-d0hk4ipg	62	10	sensors	sensor	NNS
cord-302553-d0hk4ipg	62	11	can	can	MD
cord-302553-d0hk4ipg	62	12	also	also	RB
cord-302553-d0hk4ipg	62	13	perform	perform	VB
cord-302553-d0hk4ipg	62	14	real	real	JJ
cord-302553-d0hk4ipg	62	15	-	-	HYPH
cord-302553-d0hk4ipg	62	16	time	time	NN
cord-302553-d0hk4ipg	62	17	monitoring	monitoring	NN
cord-302553-d0hk4ipg	62	18	that	that	WDT
cord-302553-d0hk4ipg	62	19	is	be	VBZ
cord-302553-d0hk4ipg	62	20	more	more	RBR
cord-302553-d0hk4ipg	62	21	accurate	accurate	JJ
cord-302553-d0hk4ipg	62	22	than	than	IN
cord-302553-d0hk4ipg	62	23	GFT	GFT	NNP
cord-302553-d0hk4ipg	62	24	[	[	-LRB-
cord-302553-d0hk4ipg	62	25	8	8	CD
cord-302553-d0hk4ipg	62	26	]	]	-RRB-
cord-302553-d0hk4ipg	62	27	.	.	.
cord-302553-d0hk4ipg	63	1	Fifth	fifth	JJ
cord-302553-d0hk4ipg	63	2	,	,	,
cord-302553-d0hk4ipg	63	3	part	part	NN
cord-302553-d0hk4ipg	63	4	of	of	IN
cord-302553-d0hk4ipg	63	5	the	the	DT
cord-302553-d0hk4ipg	63	6	ILI	ILI	NNP
cord-302553-d0hk4ipg	63	7	data	datum	NNS
cord-302553-d0hk4ipg	63	8	can	can	MD
cord-302553-d0hk4ipg	63	9	not	not	RB
cord-302553-d0hk4ipg	63	10	be	be	VB
cord-302553-d0hk4ipg	63	11	collected	collect	VBN
cord-302553-d0hk4ipg	63	12	and	and	CC
cord-302553-d0hk4ipg	63	13	thus	thus	RB
cord-302553-d0hk4ipg	63	14	are	be	VBP
cord-302553-d0hk4ipg	63	15	not	not	RB
cord-302553-d0hk4ipg	63	16	available	available	JJ
cord-302553-d0hk4ipg	63	17	if	if	IN
cord-302553-d0hk4ipg	63	18	the	the	DT
cord-302553-d0hk4ipg	63	19	patient	patient	NN
cord-302553-d0hk4ipg	63	20	does	do	VBZ
cord-302553-d0hk4ipg	63	21	not	not	RB
cord-302553-d0hk4ipg	63	22	go	go	VB
cord-302553-d0hk4ipg	63	23	to	to	IN
cord-302553-d0hk4ipg	63	24	the	the	DT
cord-302553-d0hk4ipg	63	25	hospital	hospital	NN
cord-302553-d0hk4ipg	63	26	,	,	,
cord-302553-d0hk4ipg	63	27	which	which	WDT
cord-302553-d0hk4ipg	63	28	makes	make	VBZ
cord-302553-d0hk4ipg	63	29	disease	disease	NN
cord-302553-d0hk4ipg	63	30	monitoring	monitor	VBG
cord-302553-d0hk4ipg	63	31	information	information	NN
cord-302553-d0hk4ipg	63	32	inaccurate	inaccurate	JJ
cord-302553-d0hk4ipg	63	33	and	and	CC
cord-302553-d0hk4ipg	63	34	incomplete	incomplete	JJ
cord-302553-d0hk4ipg	63	35	.	.	.
cord-302553-d0hk4ipg	64	1	Therefore	therefore	RB
cord-302553-d0hk4ipg	64	2	,	,	,
cord-302553-d0hk4ipg	64	3	the	the	DT
cord-302553-d0hk4ipg	64	4	severity	severity	NN
cord-302553-d0hk4ipg	64	5	and	and	CC
cord-302553-d0hk4ipg	64	6	urgency	urgency	NN
cord-302553-d0hk4ipg	64	7	of	of	IN
cord-302553-d0hk4ipg	64	8	the	the	DT
cord-302553-d0hk4ipg	64	9	disease	disease	NN
cord-302553-d0hk4ipg	64	10	as	as	IN
cord-302553-d0hk4ipg	64	11	reflected	reflect	VBN
cord-302553-d0hk4ipg	64	12	by	by	IN
cord-302553-d0hk4ipg	64	13	traditional	traditional	JJ
cord-302553-d0hk4ipg	64	14	statistics	statistic	NNS
cord-302553-d0hk4ipg	64	15	are	be	VBP
cord-302553-d0hk4ipg	64	16	often	often	RB
cord-302553-d0hk4ipg	64	17	underestimated	underestimate	VBN
cord-302553-d0hk4ipg	64	18	.	.	.
cord-302553-d0hk4ipg	65	1	However	however	RB
cord-302553-d0hk4ipg	65	2	,	,	,
cord-302553-d0hk4ipg	65	3	social	social	JJ
cord-302553-d0hk4ipg	65	4	media	medium	NNS
cord-302553-d0hk4ipg	65	5	can	can	MD
cord-302553-d0hk4ipg	65	6	capture	capture	VB
cord-302553-d0hk4ipg	65	7	this	this	DT
cord-302553-d0hk4ipg	65	8	part	part	NN
cord-302553-d0hk4ipg	65	9	of	of	IN
cord-302553-d0hk4ipg	65	10	the	the	DT
cord-302553-d0hk4ipg	65	11	data	datum	NNS
cord-302553-d0hk4ipg	65	12	because	because	IN
cord-302553-d0hk4ipg	65	13	when	when	WRB
cord-302553-d0hk4ipg	65	14	bloggers	blogger	NNS
cord-302553-d0hk4ipg	65	15	catch	catch	VBP
cord-302553-d0hk4ipg	65	16	a	a	DT
cord-302553-d0hk4ipg	65	17	cold	cold	NN
cord-302553-d0hk4ipg	65	18	,	,	,
cord-302553-d0hk4ipg	65	19	they	-PRON-	PRP
cord-302553-d0hk4ipg	65	20	can	can	MD
cord-302553-d0hk4ipg	65	21	post	post	VB
cord-302553-d0hk4ipg	65	22	their	-PRON-	PRP$
cord-302553-d0hk4ipg	65	23	own	own	JJ
cord-302553-d0hk4ipg	65	24	flu	flu	NN
cord-302553-d0hk4ipg	65	25	symptoms	symptom	NNS
cord-302553-d0hk4ipg	65	26	through	through	IN
cord-302553-d0hk4ipg	65	27	social	social	JJ
cord-302553-d0hk4ipg	65	28	media	medium	NNS
cord-302553-d0hk4ipg	65	29	.	.	.
cord-302553-d0hk4ipg	66	1	If	if	IN
cord-302553-d0hk4ipg	66	2	bloggers	blogger	NNS
cord-302553-d0hk4ipg	66	3	do	do	VBP
cord-302553-d0hk4ipg	66	4	not	not	RB
cord-302553-d0hk4ipg	66	5	realize	realize	VB
cord-302553-d0hk4ipg	66	6	that	that	IN
cord-302553-d0hk4ipg	66	7	they	-PRON-	PRP
cord-302553-d0hk4ipg	66	8	catch	catch	VBP
cord-302553-d0hk4ipg	66	9	flu	flu	NN
cord-302553-d0hk4ipg	66	10	,	,	,
cord-302553-d0hk4ipg	66	11	they	-PRON-	PRP
cord-302553-d0hk4ipg	66	12	can	can	MD
cord-302553-d0hk4ipg	66	13	also	also	RB
cord-302553-d0hk4ipg	66	14	post	post	VB
cord-302553-d0hk4ipg	66	15	some	some	DT
cord-302553-d0hk4ipg	66	16	flu	flu	NN
cord-302553-d0hk4ipg	66	17	-	-	HYPH
cord-302553-d0hk4ipg	66	18	related	relate	VBN
cord-302553-d0hk4ipg	66	19	microblogs	microblogs	NN
cord-302553-d0hk4ipg	66	20	on	on	IN
cord-302553-d0hk4ipg	66	21	social	social	JJ
cord-302553-d0hk4ipg	66	22	media	medium	NNS
cord-302553-d0hk4ipg	66	23	.	.	.
cord-302553-d0hk4ipg	67	1	This	this	DT
cord-302553-d0hk4ipg	67	2	part	part	NN
cord-302553-d0hk4ipg	67	3	of	of	IN
cord-302553-d0hk4ipg	67	4	the	the	DT
cord-302553-d0hk4ipg	67	5	data	datum	NNS
cord-302553-d0hk4ipg	67	6	can	can	MD
cord-302553-d0hk4ipg	67	7	also	also	RB
cord-302553-d0hk4ipg	67	8	be	be	VB
cord-302553-d0hk4ipg	67	9	seen	see	VBN
cord-302553-d0hk4ipg	67	10	in	in	IN
cord-302553-d0hk4ipg	67	11	advance	advance	NN
cord-302553-d0hk4ipg	67	12	of	of	IN
cord-302553-d0hk4ipg	67	13	CDC	CDC	NNP
cord-302553-d0hk4ipg	67	14	released	release	VBD
cord-302553-d0hk4ipg	67	15	reports	report	NNS
cord-302553-d0hk4ipg	67	16	[	[	-LRB-
cord-302553-d0hk4ipg	67	17	19	19	CD
cord-302553-d0hk4ipg	67	18	]	]	-RRB-
cord-302553-d0hk4ipg	67	19	.	.	.
cord-302553-d0hk4ipg	68	1	Sixth	sixth	JJ
cord-302553-d0hk4ipg	68	2	,	,	,
cord-302553-d0hk4ipg	68	3	the	the	DT
cord-302553-d0hk4ipg	68	4	previous	previous	JJ
cord-302553-d0hk4ipg	68	5	literature	literature	NN
cord-302553-d0hk4ipg	68	6	mainly	mainly	RB
cord-302553-d0hk4ipg	68	7	focused	focus	VBD
cord-302553-d0hk4ipg	68	8	on	on	IN
cord-302553-d0hk4ipg	68	9	whether	whether	IN
cord-302553-d0hk4ipg	68	10	the	the	DT
cord-302553-d0hk4ipg	68	11	bloggers	blogger	NNS
cord-302553-d0hk4ipg	68	12	are	be	VBP
cord-302553-d0hk4ipg	68	13	infected	infect	VBN
cord-302553-d0hk4ipg	68	14	based	base	VBN
cord-302553-d0hk4ipg	68	15	on	on	IN
cord-302553-d0hk4ipg	68	16	the	the	DT
cord-302553-d0hk4ipg	68	17	social	social	JJ
cord-302553-d0hk4ipg	68	18	media	medium	NNS
cord-302553-d0hk4ipg	68	19	platform	platform	NN
cord-302553-d0hk4ipg	68	20	[	[	-LRB-
cord-302553-d0hk4ipg	68	21	20	20	CD
cord-302553-d0hk4ipg	68	22	]	]	-RRB-
cord-302553-d0hk4ipg	68	23	and	and	CC
cord-302553-d0hk4ipg	68	24	can	can	MD
cord-302553-d0hk4ipg	68	25	not	not	RB
cord-302553-d0hk4ipg	68	26	accurately	accurately	RB
cord-302553-d0hk4ipg	68	27	distinguish	distinguish	VB
cord-302553-d0hk4ipg	68	28	the	the	DT
cord-302553-d0hk4ipg	68	29	various	various	JJ
cord-302553-d0hk4ipg	68	30	periods	period	NNS
cord-302553-d0hk4ipg	68	31	of	of	IN
cord-302553-d0hk4ipg	68	32	the	the	DT
cord-302553-d0hk4ipg	68	33	disease	disease	NN
cord-302553-d0hk4ipg	68	34	,	,	,
cord-302553-d0hk4ipg	68	35	which	which	WDT
cord-302553-d0hk4ipg	68	36	largely	largely	RB
cord-302553-d0hk4ipg	68	37	reduces	reduce	VBZ
cord-302553-d0hk4ipg	68	38	the	the	DT
cord-302553-d0hk4ipg	68	39	effectiveness	effectiveness	NN
cord-302553-d0hk4ipg	68	40	and	and	CC
cord-302553-d0hk4ipg	68	41	pertinence	pertinence	NN
cord-302553-d0hk4ipg	68	42	of	of	IN
cord-302553-d0hk4ipg	68	43	the	the	DT
cord-302553-d0hk4ipg	68	44	information	information	NN
cord-302553-d0hk4ipg	68	45	for	for	IN
cord-302553-d0hk4ipg	68	46	disease	disease	NN
cord-302553-d0hk4ipg	68	47	control	control	NN
cord-302553-d0hk4ipg	68	48	measures	measure	NNS
cord-302553-d0hk4ipg	68	49	.	.	.
cord-302553-d0hk4ipg	69	1	This	this	DT
cord-302553-d0hk4ipg	69	2	section	section	NN
cord-302553-d0hk4ipg	69	3	provides	provide	VBZ
cord-302553-d0hk4ipg	69	4	an	an	DT
cord-302553-d0hk4ipg	69	5	extensive	extensive	JJ
cord-302553-d0hk4ipg	69	6	review	review	NN
cord-302553-d0hk4ipg	69	7	of	of	IN
cord-302553-d0hk4ipg	69	8	the	the	DT
cord-302553-d0hk4ipg	69	9	relevant	relevant	JJ
cord-302553-d0hk4ipg	69	10	literature	literature	NN
cord-302553-d0hk4ipg	69	11	in	in	IN
cord-302553-d0hk4ipg	69	12	three	three	CD
cord-302553-d0hk4ipg	69	13	parts	part	NNS
cord-302553-d0hk4ipg	69	14	:	:	:
cord-302553-d0hk4ipg	69	15	optimization	optimization	NN
cord-302553-d0hk4ipg	69	16	of	of	IN
cord-302553-d0hk4ipg	69	17	the	the	DT
cord-302553-d0hk4ipg	69	18	infectious	infectious	JJ
cord-302553-d0hk4ipg	69	19	disease	disease	NN
cord-302553-d0hk4ipg	69	20	detecting	detect	VBG
cord-302553-d0hk4ipg	69	21	process	process	NN
cord-302553-d0hk4ipg	69	22	,	,	,
cord-302553-d0hk4ipg	69	23	social	social	JJ
cord-302553-d0hk4ipg	69	24	media	medium	NNS
cord-302553-d0hk4ipg	69	25	utilization	utilization	NN
cord-302553-d0hk4ipg	69	26	for	for	IN
cord-302553-d0hk4ipg	69	27	disease	disease	NN
cord-302553-d0hk4ipg	69	28	detection	detection	NN
cord-302553-d0hk4ipg	69	29	and	and	CC
cord-302553-d0hk4ipg	69	30	semantic	semantic	JJ
cord-302553-d0hk4ipg	69	31	analysis	analysis	NN
cord-302553-d0hk4ipg	69	32	techniques	technique	NNS
cord-302553-d0hk4ipg	69	33	based	base	VBN
cord-302553-d0hk4ipg	69	34	on	on	IN
cord-302553-d0hk4ipg	69	35	social	social	JJ
cord-302553-d0hk4ipg	69	36	media	medium	NNS
cord-302553-d0hk4ipg	69	37	data	datum	NNS
cord-302553-d0hk4ipg	69	38	.	.	.
cord-302553-d0hk4ipg	70	1	Much	much	JJ
cord-302553-d0hk4ipg	70	2	of	of	IN
cord-302553-d0hk4ipg	70	3	the	the	DT
cord-302553-d0hk4ipg	70	4	current	current	JJ
cord-302553-d0hk4ipg	70	5	research	research	NN
cord-302553-d0hk4ipg	70	6	focuses	focus	VBZ
cord-302553-d0hk4ipg	70	7	on	on	IN
cord-302553-d0hk4ipg	70	8	social	social	JJ
cord-302553-d0hk4ipg	70	9	media	medium	NNS
cord-302553-d0hk4ipg	70	10	to	to	TO
cord-302553-d0hk4ipg	70	11	analyze	analyze	VB
cord-302553-d0hk4ipg	70	12	short	short	JJ
cord-302553-d0hk4ipg	70	13	texts	text	NNS
cord-302553-d0hk4ipg	70	14	[	[	-LRB-
cord-302553-d0hk4ipg	70	15	21	21	CD
cord-302553-d0hk4ipg	70	16	]	]	-RRB-
cord-302553-d0hk4ipg	70	17	[	[	-LRB-
cord-302553-d0hk4ipg	70	18	22	22	CD
cord-302553-d0hk4ipg	70	19	]	]	-RRB-
cord-302553-d0hk4ipg	70	20	[	[	-LRB-
cord-302553-d0hk4ipg	70	21	23	23	CD
cord-302553-d0hk4ipg	70	22	]	]	-RRB-
cord-302553-d0hk4ipg	70	23	,	,	,
cord-302553-d0hk4ipg	70	24	in	in	IN
cord-302553-d0hk4ipg	70	25	which	which	WDT
cord-302553-d0hk4ipg	70	26	several	several	JJ
cord-302553-d0hk4ipg	70	27	papers	paper	NNS
cord-302553-d0hk4ipg	70	28	predict	predict	VBP
cord-302553-d0hk4ipg	70	29	flu	flu	NN
cord-302553-d0hk4ipg	70	30	trends	trend	NNS
cord-302553-d0hk4ipg	70	31	by	by	IN
cord-302553-d0hk4ipg	70	32	classifying	classify	VBG
cord-302553-d0hk4ipg	70	33	flu	flu	NN
cord-302553-d0hk4ipg	70	34	-	-	HYPH
cord-302553-d0hk4ipg	70	35	related	relate	VBN
cord-302553-d0hk4ipg	70	36	social	social	JJ
cord-302553-d0hk4ipg	70	37	media	medium	NNS
cord-302553-d0hk4ipg	70	38	data	datum	NNS
cord-302553-d0hk4ipg	70	39	[	[	-LRB-
cord-302553-d0hk4ipg	70	40	19	19	CD
cord-302553-d0hk4ipg	70	41	]	]	-RRB-
cord-302553-d0hk4ipg	70	42	.	.	.
cord-302553-d0hk4ipg	71	1	However	however	RB
cord-302553-d0hk4ipg	71	2	,	,	,
cord-302553-d0hk4ipg	71	3	these	these	DT
cord-302553-d0hk4ipg	71	4	studies	study	NNS
cord-302553-d0hk4ipg	71	5	do	do	VBP
cord-302553-d0hk4ipg	71	6	not	not	RB
cord-302553-d0hk4ipg	71	7	divide	divide	VB
cord-302553-d0hk4ipg	71	8	the	the	DT
cord-302553-d0hk4ipg	71	9	flu	flu	NN
cord-302553-d0hk4ipg	71	10	periods	period	NNS
cord-302553-d0hk4ipg	71	11	any	any	DT
cord-302553-d0hk4ipg	71	12	further	further	RB
cord-302553-d0hk4ipg	71	13	.	.	.
cord-302553-d0hk4ipg	72	1	Speedily	speedily	RB
cord-302553-d0hk4ipg	72	2	evolving	evolve	VBG
cord-302553-d0hk4ipg	72	3	infectious	infectious	JJ
cord-302553-d0hk4ipg	72	4	diseases	disease	NNS
cord-302553-d0hk4ipg	72	5	,	,	,
cord-302553-d0hk4ipg	72	6	including	include	VBG
cord-302553-d0hk4ipg	72	7	SARS	SARS	NNP
cord-302553-d0hk4ipg	72	8	,	,	,
cord-302553-d0hk4ipg	72	9	Ebola	Ebola	NNP
cord-302553-d0hk4ipg	72	10	and	and	CC
cord-302553-d0hk4ipg	72	11	influenza	influenza	NN
cord-302553-d0hk4ipg	72	12	,	,	,
cord-302553-d0hk4ipg	72	13	pose	pose	VBP
cord-302553-d0hk4ipg	72	14	significant	significant	JJ
cord-302553-d0hk4ipg	72	15	health	health	NN
cord-302553-d0hk4ipg	72	16	threats	threat	NNS
cord-302553-d0hk4ipg	72	17	throughout	throughout	IN
cord-302553-d0hk4ipg	72	18	the	the	DT
cord-302553-d0hk4ipg	72	19	world	world	NN
cord-302553-d0hk4ipg	72	20	because	because	IN
cord-302553-d0hk4ipg	72	21	of	of	IN
cord-302553-d0hk4ipg	72	22	their	-PRON-	PRP$
cord-302553-d0hk4ipg	72	23	rapidly	rapidly	RB
cord-302553-d0hk4ipg	72	24	changing	change	VBG
cord-302553-d0hk4ipg	72	25	status	status	NN
cord-302553-d0hk4ipg	72	26	and	and	CC
cord-302553-d0hk4ipg	72	27	complicated	complicated	JJ
cord-302553-d0hk4ipg	72	28	detection	detection	NN
cord-302553-d0hk4ipg	72	29	process	process	NN
cord-302553-d0hk4ipg	72	30	[	[	-LRB-
cord-302553-d0hk4ipg	72	31	24	24	CD
cord-302553-d0hk4ipg	72	32	,	,	,
cord-302553-d0hk4ipg	72	33	25	25	CD
cord-302553-d0hk4ipg	72	34	]	]	-RRB-
cord-302553-d0hk4ipg	72	35	.	.	.
cord-302553-d0hk4ipg	73	1	A	a	DT
cord-302553-d0hk4ipg	73	2	considerable	considerable	JJ
cord-302553-d0hk4ipg	73	3	amount	amount	NN
cord-302553-d0hk4ipg	73	4	of	of	IN
cord-302553-d0hk4ipg	73	5	work	work	NN
cord-302553-d0hk4ipg	73	6	is	be	VBZ
cord-302553-d0hk4ipg	73	7	devoted	devote	VBN
cord-302553-d0hk4ipg	73	8	to	to	IN
cord-302553-d0hk4ipg	73	9	forecasting	forecast	VBG
cord-302553-d0hk4ipg	73	10	disease	disease	NN
cord-302553-d0hk4ipg	73	11	outbreaks	outbreak	NNS
cord-302553-d0hk4ipg	73	12	.	.	.
cord-302553-d0hk4ipg	74	1	A	a	DT
cord-302553-d0hk4ipg	74	2	two	two	CD
cord-302553-d0hk4ipg	74	3	-	-	HYPH
cord-302553-d0hk4ipg	74	4	period	period	NN
cord-302553-d0hk4ipg	74	5	model	model	NN
cord-302553-d0hk4ipg	74	6	optimized	optimize	VBD
cord-302553-d0hk4ipg	74	7	the	the	DT
cord-302553-d0hk4ipg	74	8	process	process	NN
cord-302553-d0hk4ipg	74	9	of	of	IN
cord-302553-d0hk4ipg	74	10	when	when	WRB
cord-302553-d0hk4ipg	74	11	and	and	CC
cord-302553-d0hk4ipg	74	12	where	where	WRB
cord-302553-d0hk4ipg	74	13	to	to	TO
cord-302553-d0hk4ipg	74	14	assign	assign	VB
cord-302553-d0hk4ipg	74	15	Ebola	Ebola	NNP
cord-302553-d0hk4ipg	74	16	treatment	treatment	NN
cord-302553-d0hk4ipg	74	17	units	unit	NNS
cord-302553-d0hk4ipg	74	18	across	across	IN
cord-302553-d0hk4ipg	74	19	geographic	geographic	JJ
cord-302553-d0hk4ipg	74	20	regions	region	NNS
cord-302553-d0hk4ipg	74	21	during	during	IN
cord-302553-d0hk4ipg	74	22	the	the	DT
cord-302553-d0hk4ipg	74	23	outbreak	outbreak	NN
cord-302553-d0hk4ipg	74	24	's	's	POS
cord-302553-d0hk4ipg	74	25	early	early	JJ
cord-302553-d0hk4ipg	74	26	phases	phase	NNS
cord-302553-d0hk4ipg	74	27	[	[	-LRB-
cord-302553-d0hk4ipg	74	28	26	26	CD
cord-302553-d0hk4ipg	74	29	]	]	-RRB-
cord-302553-d0hk4ipg	74	30	.	.	.
cord-302553-d0hk4ipg	75	1	Chen	Chen	NNP
cord-302553-d0hk4ipg	75	2	et	et	NNP
cord-302553-d0hk4ipg	75	3	al	al	NNP
cord-302553-d0hk4ipg	75	4	.	.	.
cord-302553-d0hk4ipg	76	1	(	(	-LRB-
cord-302553-d0hk4ipg	76	2	2018	2018	CD
cord-302553-d0hk4ipg	76	3	)	)	-RRB-
cord-302553-d0hk4ipg	76	4	developed	develop	VBD
cord-302553-d0hk4ipg	76	5	a	a	DT
cord-302553-d0hk4ipg	76	6	mixed	mixed	JJ
cord-302553-d0hk4ipg	76	7	-	-	HYPH
cord-302553-d0hk4ipg	76	8	integer	integer	NN
cord-302553-d0hk4ipg	76	9	programming	programming	NN
cord-302553-d0hk4ipg	76	10	(	(	-LRB-
cord-302553-d0hk4ipg	76	11	MIP)-based	mip)-based	JJ
cord-302553-d0hk4ipg	76	12	framework	framework	NN
cord-302553-d0hk4ipg	76	13	to	to	TO
cord-302553-d0hk4ipg	76	14	systematically	systematically	RB
cord-302553-d0hk4ipg	76	15	analyze	analyze	VB
cord-302553-d0hk4ipg	76	16	a	a	DT
cord-302553-d0hk4ipg	76	17	rich	rich	JJ
cord-302553-d0hk4ipg	76	18	set	set	NN
cord-302553-d0hk4ipg	76	19	of	of	IN
cord-302553-d0hk4ipg	76	20	policies	policy	NNS
cord-302553-d0hk4ipg	76	21	and	and	CC
cord-302553-d0hk4ipg	76	22	to	to	TO
cord-302553-d0hk4ipg	76	23	determine	determine	VB
cord-302553-d0hk4ipg	76	24	the	the	DT
cord-302553-d0hk4ipg	76	25	optimal	optimal	JJ
cord-302553-d0hk4ipg	76	26	hepatocellular	hepatocellular	JJ
cord-302553-d0hk4ipg	76	27	carcinoma	carcinoma	NN
cord-302553-d0hk4ipg	76	28	surveillance	surveillance	NN
cord-302553-d0hk4ipg	76	29	policies	policy	NNS
cord-302553-d0hk4ipg	76	30	that	that	WDT
cord-302553-d0hk4ipg	76	31	maximize	maximize	VBP
cord-302553-d0hk4ipg	76	32	the	the	DT
cord-302553-d0hk4ipg	76	33	societal	societal	JJ
cord-302553-d0hk4ipg	76	34	net	net	JJ
cord-302553-d0hk4ipg	76	35	benefit	benefit	NN
cord-302553-d0hk4ipg	76	36	[	[	-LRB-
cord-302553-d0hk4ipg	76	37	27	27	CD
cord-302553-d0hk4ipg	76	38	]	]	-RRB-
cord-302553-d0hk4ipg	76	39	.	.	.
cord-302553-d0hk4ipg	77	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	77	2	is	be	VBZ
cord-302553-d0hk4ipg	77	3	observed	observe	VBN
cord-302553-d0hk4ipg	77	4	that	that	IN
cord-302553-d0hk4ipg	77	5	the	the	DT
cord-302553-d0hk4ipg	77	6	surveillance	surveillance	NN
cord-302553-d0hk4ipg	77	7	policies	policy	NNS
cord-302553-d0hk4ipg	77	8	should	should	MD
cord-302553-d0hk4ipg	77	9	be	be	VB
cord-302553-d0hk4ipg	77	10	adapted	adapt	VBN
cord-302553-d0hk4ipg	77	11	to	to	IN
cord-302553-d0hk4ipg	77	12	different	different	JJ
cord-302553-d0hk4ipg	77	13	disease	disease	NN
cord-302553-d0hk4ipg	77	14	progression	progression	NN
cord-302553-d0hk4ipg	77	15	rates	rate	NNS
cord-302553-d0hk4ipg	77	16	and	and	CC
cord-302553-d0hk4ipg	77	17	states	state	NNS
cord-302553-d0hk4ipg	77	18	.	.	.
cord-302553-d0hk4ipg	78	1	Several	several	JJ
cord-302553-d0hk4ipg	78	2	studies	study	NNS
cord-302553-d0hk4ipg	78	3	in	in	IN
cord-302553-d0hk4ipg	78	4	this	this	DT
cord-302553-d0hk4ipg	78	5	area	area	NN
cord-302553-d0hk4ipg	78	6	focused	focus	VBD
cord-302553-d0hk4ipg	78	7	on	on	IN
cord-302553-d0hk4ipg	78	8	finding	find	VBG
cord-302553-d0hk4ipg	78	9	optimal	optimal	JJ
cord-302553-d0hk4ipg	78	10	surveillance	surveillance	NN
cord-302553-d0hk4ipg	78	11	solutions	solution	NNS
cord-302553-d0hk4ipg	78	12	for	for	IN
cord-302553-d0hk4ipg	78	13	flu	flu	NN
cord-302553-d0hk4ipg	78	14	vaccine	vaccine	NN
cord-302553-d0hk4ipg	78	15	production	production	NN
cord-302553-d0hk4ipg	78	16	and	and	CC
cord-302553-d0hk4ipg	78	17	allocation	allocation	NN
cord-302553-d0hk4ipg	78	18	[	[	-LRB-
cord-302553-d0hk4ipg	78	19	28	28	CD
cord-302553-d0hk4ipg	78	20	,	,	,
cord-302553-d0hk4ipg	78	21	29	29	CD
cord-302553-d0hk4ipg	78	22	]	]	-RRB-
cord-302553-d0hk4ipg	78	23	.	.	.
cord-302553-d0hk4ipg	79	1	Another	another	DT
cord-302553-d0hk4ipg	79	2	study	study	NN
cord-302553-d0hk4ipg	79	3	considered	consider	VBD
cord-302553-d0hk4ipg	79	4	the	the	DT
cord-302553-d0hk4ipg	79	5	conditions	condition	NNS
cord-302553-d0hk4ipg	79	6	of	of	IN
cord-302553-d0hk4ipg	79	7	limited	limited	JJ
cord-302553-d0hk4ipg	79	8	reporting	reporting	NN
cord-302553-d0hk4ipg	79	9	and	and	CC
cord-302553-d0hk4ipg	79	10	spatial	spatial	JJ
cord-302553-d0hk4ipg	79	11	aggregation	aggregation	NN
cord-302553-d0hk4ipg	79	12	on	on	IN
cord-302553-d0hk4ipg	79	13	the	the	DT
cord-302553-d0hk4ipg	79	14	optimization	optimization	NN
cord-302553-d0hk4ipg	79	15	of	of	IN
cord-302553-d0hk4ipg	79	16	influenza	influenza	NN
cord-302553-d0hk4ipg	79	17	surveillance	surveillance	NN
cord-302553-d0hk4ipg	79	18	system	system	NN
cord-302553-d0hk4ipg	79	19	design	design	NN
cord-302553-d0hk4ipg	79	20	[	[	-LRB-
cord-302553-d0hk4ipg	79	21	30	30	CD
cord-302553-d0hk4ipg	79	22	]	]	-RRB-
cord-302553-d0hk4ipg	79	23	.	.	.
cord-302553-d0hk4ipg	80	1	Research	research	NN
cord-302553-d0hk4ipg	80	2	in	in	IN
cord-302553-d0hk4ipg	80	3	this	this	DT
cord-302553-d0hk4ipg	80	4	area	area	NN
cord-302553-d0hk4ipg	80	5	is	be	VBZ
cord-302553-d0hk4ipg	80	6	mainly	mainly	RB
cord-302553-d0hk4ipg	80	7	concerned	concern	VBN
cord-302553-d0hk4ipg	80	8	with	with	IN
cord-302553-d0hk4ipg	80	9	epidemiological	epidemiological	JJ
cord-302553-d0hk4ipg	80	10	inference	inference	NN
cord-302553-d0hk4ipg	80	11	and	and	CC
cord-302553-d0hk4ipg	80	12	prediction	prediction	NN
cord-302553-d0hk4ipg	80	13	based	base	VBN
cord-302553-d0hk4ipg	80	14	on	on	IN
cord-302553-d0hk4ipg	80	15	clinical	clinical	JJ
cord-302553-d0hk4ipg	80	16	data	data	NN
cord-302553-d0hk4ipg	80	17	collection	collection	NN
cord-302553-d0hk4ipg	80	18	,	,	,
cord-302553-d0hk4ipg	80	19	but	but	CC
cord-302553-d0hk4ipg	80	20	few	few	JJ
cord-302553-d0hk4ipg	80	21	of	of	IN
cord-302553-d0hk4ipg	80	22	the	the	DT
cord-302553-d0hk4ipg	80	23	studies	study	NNS
cord-302553-d0hk4ipg	80	24	provide	provide	VBP
cord-302553-d0hk4ipg	80	25	improved	improve	VBN
cord-302553-d0hk4ipg	80	26	detecting	detect	VBG
cord-302553-d0hk4ipg	80	27	measures	measure	NNS
cord-302553-d0hk4ipg	80	28	using	use	VBG
cord-302553-d0hk4ipg	80	29	social	social	JJ
cord-302553-d0hk4ipg	80	30	media	medium	NNS
cord-302553-d0hk4ipg	80	31	data	datum	NNS
cord-302553-d0hk4ipg	80	32	,	,	,
cord-302553-d0hk4ipg	80	33	which	which	WDT
cord-302553-d0hk4ipg	80	34	represent	represent	VBP
cord-302553-d0hk4ipg	80	35	an	an	DT
cord-302553-d0hk4ipg	80	36	alternative	alternative	JJ
cord-302553-d0hk4ipg	80	37	source	source	NN
cord-302553-d0hk4ipg	80	38	of	of	IN
cord-302553-d0hk4ipg	80	39	passive	passive	JJ
cord-302553-d0hk4ipg	80	40	traditional	traditional	JJ
cord-302553-d0hk4ipg	80	41	surveillance	surveillance	NN
cord-302553-d0hk4ipg	80	42	data	datum	NNS
cord-302553-d0hk4ipg	80	43	that	that	WDT
cord-302553-d0hk4ipg	80	44	have	have	VBP
cord-302553-d0hk4ipg	80	45	a	a	DT
cord-302553-d0hk4ipg	80	46	larger	large	JJR
cord-302553-d0hk4ipg	80	47	volume	volume	NN
cord-302553-d0hk4ipg	80	48	and	and	CC
cord-302553-d0hk4ipg	80	49	fewer	few	JJR
cord-302553-d0hk4ipg	80	50	reporting	reporting	NN
cord-302553-d0hk4ipg	80	51	delays	delay	NNS
cord-302553-d0hk4ipg	80	52	.	.	.
cord-302553-d0hk4ipg	81	1	Data	datum	NNS
cord-302553-d0hk4ipg	81	2	from	from	IN
cord-302553-d0hk4ipg	81	3	social	social	JJ
cord-302553-d0hk4ipg	81	4	networks	network	NNS
cord-302553-d0hk4ipg	81	5	show	show	VBP
cord-302553-d0hk4ipg	81	6	apparent	apparent	JJ
cord-302553-d0hk4ipg	81	7	advantages	advantage	NNS
cord-302553-d0hk4ipg	81	8	in	in	IN
cord-302553-d0hk4ipg	81	9	several	several	JJ
cord-302553-d0hk4ipg	81	10	aspects	aspect	NNS
cord-302553-d0hk4ipg	81	11	,	,	,
cord-302553-d0hk4ipg	81	12	such	such	JJ
cord-302553-d0hk4ipg	81	13	as	as	IN
cord-302553-d0hk4ipg	81	14	being	be	VBG
cord-302553-d0hk4ipg	81	15	real	real	JJ
cord-302553-d0hk4ipg	81	16	time	time	NN
cord-302553-d0hk4ipg	81	17	and	and	CC
cord-302553-d0hk4ipg	81	18	time	time	NN
cord-302553-d0hk4ipg	81	19	-	-	HYPH
cord-302553-d0hk4ipg	81	20	sharing	sharing	NN
cord-302553-d0hk4ipg	81	21	,	,	,
cord-302553-d0hk4ipg	81	22	along	along	IN
cord-302553-d0hk4ipg	81	23	with	with	IN
cord-302553-d0hk4ipg	81	24	a	a	DT
cord-302553-d0hk4ipg	81	25	broad	broad	JJ
cord-302553-d0hk4ipg	81	26	scope	scope	NN
cord-302553-d0hk4ipg	81	27	of	of	IN
cord-302553-d0hk4ipg	81	28	data	datum	NNS
cord-302553-d0hk4ipg	81	29	coverage	coverage	NN
cord-302553-d0hk4ipg	81	30	[	[	-LRB-
cord-302553-d0hk4ipg	81	31	31	31	CD
cord-302553-d0hk4ipg	81	32	]	]	-RRB-
cord-302553-d0hk4ipg	82	1	[	[	-LRB-
cord-302553-d0hk4ipg	82	2	32	32	CD
cord-302553-d0hk4ipg	82	3	]	]	-RRB-
cord-302553-d0hk4ipg	82	4	[	[	-LRB-
cord-302553-d0hk4ipg	82	5	33	33	CD
cord-302553-d0hk4ipg	82	6	]	]	-RRB-
cord-302553-d0hk4ipg	82	7	[	[	-LRB-
cord-302553-d0hk4ipg	82	8	34	34	CD
cord-302553-d0hk4ipg	82	9	]	]	-RRB-
cord-302553-d0hk4ipg	82	10	.	.	.
cord-302553-d0hk4ipg	83	1	Disease	disease	NN
cord-302553-d0hk4ipg	83	2	surveillance	surveillance	NN
cord-302553-d0hk4ipg	83	3	has	have	VBZ
cord-302553-d0hk4ipg	83	4	been	be	VBN
cord-302553-d0hk4ipg	83	5	investigated	investigate	VBN
cord-302553-d0hk4ipg	83	6	based	base	VBN
cord-302553-d0hk4ipg	83	7	on	on	IN
cord-302553-d0hk4ipg	83	8	the	the	DT
cord-302553-d0hk4ipg	83	9	recent	recent	JJ
cord-302553-d0hk4ipg	83	10	rise	rise	NN
cord-302553-d0hk4ipg	83	11	in	in	IN
cord-302553-d0hk4ipg	83	12	the	the	DT
cord-302553-d0hk4ipg	83	13	popularity	popularity	NN
cord-302553-d0hk4ipg	83	14	and	and	CC
cord-302553-d0hk4ipg	83	15	scale	scale	NN
cord-302553-d0hk4ipg	83	16	of	of	IN
cord-302553-d0hk4ipg	83	17	social	social	JJ
cord-302553-d0hk4ipg	83	18	media	medium	NNS
cord-302553-d0hk4ipg	83	19	data	datum	NNS
cord-302553-d0hk4ipg	83	20	.	.	.
cord-302553-d0hk4ipg	84	1	Aiello	Aiello	NNP
cord-302553-d0hk4ipg	84	2	et	et	NNP
cord-302553-d0hk4ipg	84	3	al	al	NNP
cord-302553-d0hk4ipg	84	4	.	.	.
cord-302553-d0hk4ipg	85	1	(	(	-LRB-
cord-302553-d0hk4ipg	85	2	2011	2011	CD
cord-302553-d0hk4ipg	85	3	)	)	-RRB-
cord-302553-d0hk4ipg	85	4	reviewed	review	VBD
cord-302553-d0hk4ipg	85	5	and	and	CC
cord-302553-d0hk4ipg	85	6	addressed	address	VBD
cord-302553-d0hk4ipg	85	7	the	the	DT
cord-302553-d0hk4ipg	85	8	use	use	NN
cord-302553-d0hk4ipg	85	9	,	,	,
cord-302553-d0hk4ipg	85	10	promise	promise	NN
cord-302553-d0hk4ipg	85	11	,	,	,
cord-302553-d0hk4ipg	85	12	perils	peril	NNS
cord-302553-d0hk4ipg	85	13	,	,	,
cord-302553-d0hk4ipg	85	14	and	and	CC
cord-302553-d0hk4ipg	85	15	ethics	ethic	NNS
cord-302553-d0hk4ipg	85	16	of	of	IN
cord-302553-d0hk4ipg	85	17	social	social	JJ
cord-302553-d0hk4ipg	85	18	media	medium	NNS
cord-302553-d0hk4ipg	85	19	-	-	HYPH
cord-302553-d0hk4ipg	85	20	and	and	CC
cord-302553-d0hk4ipg	85	21	internet	internet	NN
cord-302553-d0hk4ipg	85	22	-	-	HYPH
cord-302553-d0hk4ipg	85	23	based	base	VBN
cord-302553-d0hk4ipg	85	24	data	datum	NNS
cord-302553-d0hk4ipg	85	25	collection	collection	NN
cord-302553-d0hk4ipg	85	26	for	for	IN
cord-302553-d0hk4ipg	85	27	public	public	JJ
cord-302553-d0hk4ipg	85	28	health	health	NN
cord-302553-d0hk4ipg	85	29	surveillance	surveillance	NN
cord-302553-d0hk4ipg	85	30	[	[	-LRB-
cord-302553-d0hk4ipg	85	31	35	35	CD
cord-302553-d0hk4ipg	85	32	]	]	-RRB-
cord-302553-d0hk4ipg	85	33	.	.	.
cord-302553-d0hk4ipg	86	1	Additionally	additionally	RB
cord-302553-d0hk4ipg	86	2	,	,	,
cord-302553-d0hk4ipg	86	3	the	the	DT
cord-302553-d0hk4ipg	86	4	infectious	infectious	JJ
cord-302553-d0hk4ipg	86	5	disease	disease	NN
cord-302553-d0hk4ipg	86	6	detection	detection	NN
cord-302553-d0hk4ipg	86	7	process	process	NN
cord-302553-d0hk4ipg	86	8	is	be	VBZ
cord-302553-d0hk4ipg	86	9	being	be	VBG
cord-302553-d0hk4ipg	86	10	challenged	challenge	VBN
cord-302553-d0hk4ipg	86	11	by	by	IN
cord-302553-d0hk4ipg	86	12	the	the	DT
cord-302553-d0hk4ipg	86	13	potential	potential	JJ
cord-302553-d0hk4ipg	86	14	applications	application	NNS
cord-302553-d0hk4ipg	86	15	of	of	IN
cord-302553-d0hk4ipg	86	16	social	social	JJ
cord-302553-d0hk4ipg	86	17	media	medium	NNS
cord-302553-d0hk4ipg	86	18	[	[	-LRB-
cord-302553-d0hk4ipg	86	19	1	1	CD
cord-302553-d0hk4ipg	86	20	,	,	,
cord-302553-d0hk4ipg	86	21	2	2	CD
cord-302553-d0hk4ipg	86	22	,	,	,
cord-302553-d0hk4ipg	86	23	36	36	CD
cord-302553-d0hk4ipg	86	24	]	]	-RRB-
cord-302553-d0hk4ipg	86	25	.	.	.
cord-302553-d0hk4ipg	87	1	Multiple	multiple	JJ
cord-302553-d0hk4ipg	87	2	types	type	NNS
cord-302553-d0hk4ipg	87	3	of	of	IN
cord-302553-d0hk4ipg	87	4	social	social	JJ
cord-302553-d0hk4ipg	87	5	media	medium	NNS
cord-302553-d0hk4ipg	87	6	have	have	VBP
cord-302553-d0hk4ipg	87	7	become	become	VBN
cord-302553-d0hk4ipg	87	8	emerging	emerge	VBG
cord-302553-d0hk4ipg	87	9	and	and	CC
cord-302553-d0hk4ipg	87	10	promising	promising	JJ
cord-302553-d0hk4ipg	87	11	data	datum	NNS
cord-302553-d0hk4ipg	87	12	sources	source	NNS
cord-302553-d0hk4ipg	87	13	of	of	IN
cord-302553-d0hk4ipg	87	14	disease	disease	NN
cord-302553-d0hk4ipg	87	15	surveillance	surveillance	NN
cord-302553-d0hk4ipg	87	16	and	and	CC
cord-302553-d0hk4ipg	87	17	shown	show	VBN
cord-302553-d0hk4ipg	87	18	advanced	advanced	JJ
cord-302553-d0hk4ipg	87	19	achievements	achievement	NNS
cord-302553-d0hk4ipg	87	20	in	in	IN
cord-302553-d0hk4ipg	87	21	tracking	track	VBG
cord-302553-d0hk4ipg	87	22	health	health	NN
cord-302553-d0hk4ipg	87	23	informatics	informatic	NNS
cord-302553-d0hk4ipg	87	24	in	in	IN
cord-302553-d0hk4ipg	87	25	different	different	JJ
cord-302553-d0hk4ipg	87	26	areas	area	NNS
cord-302553-d0hk4ipg	87	27	all	all	RB
cord-302553-d0hk4ipg	87	28	over	over	IN
cord-302553-d0hk4ipg	87	29	the	the	DT
cord-302553-d0hk4ipg	87	30	world	world	NN
cord-302553-d0hk4ipg	87	31	.	.	.
cord-302553-d0hk4ipg	88	1	Raamkumar	Raamkumar	NNP
cord-302553-d0hk4ipg	88	2	et	et	NNP
cord-302553-d0hk4ipg	88	3	al	al	NNP
cord-302553-d0hk4ipg	88	4	.	.	.
cord-302553-d0hk4ipg	89	1	(	(	-LRB-
cord-302553-d0hk4ipg	89	2	2020	2020	CD
cord-302553-d0hk4ipg	89	3	)	)	-RRB-
cord-302553-d0hk4ipg	89	4	examined	examine	VBD
cord-302553-d0hk4ipg	89	5	the	the	DT
cord-302553-d0hk4ipg	89	6	differences	difference	NNS
cord-302553-d0hk4ipg	89	7	of	of	IN
cord-302553-d0hk4ipg	89	8	COVID-19-related	covid-19-related	JJ
cord-302553-d0hk4ipg	89	9	public	public	JJ
cord-302553-d0hk4ipg	89	10	responses	response	NNS
cord-302553-d0hk4ipg	89	11	on	on	IN
cord-302553-d0hk4ipg	89	12	Facebook	Facebook	NNP
cord-302553-d0hk4ipg	89	13	in	in	IN
cord-302553-d0hk4ipg	89	14	the	the	DT
cord-302553-d0hk4ipg	89	15	United	United	NNP
cord-302553-d0hk4ipg	89	16	States	States	NNP
cord-302553-d0hk4ipg	89	17	,	,	,
cord-302553-d0hk4ipg	89	18	England	England	NNP
cord-302553-d0hk4ipg	89	19	and	and	CC
cord-302553-d0hk4ipg	89	20	Singapore	Singapore	NNP
cord-302553-d0hk4ipg	89	21	and	and	CC
cord-302553-d0hk4ipg	89	22	showed	show	VBD
cord-302553-d0hk4ipg	89	23	that	that	IN
cord-302553-d0hk4ipg	89	24	social	social	JJ
cord-302553-d0hk4ipg	89	25	media	medium	NNS
cord-302553-d0hk4ipg	89	26	analysis	analysis	NN
cord-302553-d0hk4ipg	89	27	was	be	VBD
cord-302553-d0hk4ipg	89	28	capable	capable	JJ
cord-302553-d0hk4ipg	89	29	of	of	IN
cord-302553-d0hk4ipg	89	30	providing	provide	VBG
cord-302553-d0hk4ipg	89	31	insights	insight	NNS
cord-302553-d0hk4ipg	89	32	about	about	IN
cord-302553-d0hk4ipg	89	33	the	the	DT
cord-302553-d0hk4ipg	89	34	communication	communication	NN
cord-302553-d0hk4ipg	89	35	strategies	strategy	NNS
cord-302553-d0hk4ipg	89	36	during	during	IN
cord-302553-d0hk4ipg	89	37	disease	disease	NN
cord-302553-d0hk4ipg	89	38	outbreaks	outbreak	NNS
cord-302553-d0hk4ipg	89	39	[	[	-LRB-
cord-302553-d0hk4ipg	89	40	37	37	CD
cord-302553-d0hk4ipg	89	41	]	]	-RRB-
cord-302553-d0hk4ipg	89	42	.	.	.
cord-302553-d0hk4ipg	90	1	Lwin	Lwin	NNP
cord-302553-d0hk4ipg	90	2	et	et	NNP
cord-302553-d0hk4ipg	90	3	al	al	NNP
cord-302553-d0hk4ipg	90	4	.	.	.
cord-302553-d0hk4ipg	91	1	(	(	-LRB-
cord-302553-d0hk4ipg	91	2	2018	2018	CD
cord-302553-d0hk4ipg	91	3	)	)	-RRB-
cord-302553-d0hk4ipg	91	4	and	and	CC
cord-302553-d0hk4ipg	91	5	Vijaykumar	Vijaykumar	NNP
cord-302553-d0hk4ipg	91	6	et	et	NNP
cord-302553-d0hk4ipg	91	7	al	al	NNP
cord-302553-d0hk4ipg	91	8	.	.	.
cord-302553-d0hk4ipg	92	1	(	(	-LRB-
cord-302553-d0hk4ipg	92	2	2017	2017	CD
cord-302553-d0hk4ipg	92	3	)	)	-RRB-
cord-302553-d0hk4ipg	92	4	investigates	investigate	VBZ
cord-302553-d0hk4ipg	92	5	how	how	WRB
cord-302553-d0hk4ipg	92	6	Facebook	Facebook	NNP
cord-302553-d0hk4ipg	92	7	can	can	MD
cord-302553-d0hk4ipg	92	8	be	be	VB
cord-302553-d0hk4ipg	92	9	utilized	utilize	VBN
cord-302553-d0hk4ipg	92	10	to	to	TO
cord-302553-d0hk4ipg	92	11	implement	implement	VB
cord-302553-d0hk4ipg	92	12	and	and	CC
cord-302553-d0hk4ipg	92	13	adapt	adapt	VB
cord-302553-d0hk4ipg	92	14	in	in	IN
cord-302553-d0hk4ipg	92	15	responding	respond	VBG
cord-302553-d0hk4ipg	92	16	to	to	IN
cord-302553-d0hk4ipg	92	17	the	the	DT
cord-302553-d0hk4ipg	92	18	Zika	Zika	NNP
cord-302553-d0hk4ipg	92	19	epidemic	epidemic	NN
cord-302553-d0hk4ipg	92	20	in	in	IN
cord-302553-d0hk4ipg	92	21	Singapore	Singapore	NNP
cord-302553-d0hk4ipg	92	22	[	[	-LRB-
cord-302553-d0hk4ipg	92	23	38	38	CD
cord-302553-d0hk4ipg	92	24	,	,	,
cord-302553-d0hk4ipg	92	25	39	39	CD
cord-302553-d0hk4ipg	92	26	]	]	-RRB-
cord-302553-d0hk4ipg	92	27	.	.	.
cord-302553-d0hk4ipg	93	1	Moreover	moreover	RB
cord-302553-d0hk4ipg	93	2	,	,	,
cord-302553-d0hk4ipg	93	3	Dubey	Dubey	NNP
cord-302553-d0hk4ipg	93	4	et	et	NNP
cord-302553-d0hk4ipg	93	5	al	al	NNP
cord-302553-d0hk4ipg	93	6	.	.	.
cord-302553-d0hk4ipg	94	1	(	(	-LRB-
cord-302553-d0hk4ipg	94	2	2014	2014	CD
cord-302553-d0hk4ipg	94	3	)	)	-RRB-
cord-302553-d0hk4ipg	94	4	identified	identify	VBN
cord-302553-d0hk4ipg	94	5	and	and	CC
cord-302553-d0hk4ipg	94	6	evaluated	evaluate	VBD
cord-302553-d0hk4ipg	94	7	YouTube	YouTube	NNP
cord-302553-d0hk4ipg	94	8	as	as	IN
cord-302553-d0hk4ipg	94	9	significant	significant	JJ
cord-302553-d0hk4ipg	94	10	resource	resource	NN
cord-302553-d0hk4ipg	94	11	for	for	IN
cord-302553-d0hk4ipg	94	12	providing	provide	VBG
cord-302553-d0hk4ipg	94	13	and	and	CC
cord-302553-d0hk4ipg	94	14	disseminating	disseminate	VBG
cord-302553-d0hk4ipg	94	15	information	information	NN
cord-302553-d0hk4ipg	94	16	on	on	IN
cord-302553-d0hk4ipg	94	17	public	public	JJ
cord-302553-d0hk4ipg	94	18	health	health	NN
cord-302553-d0hk4ipg	94	19	issues	issue	NNS
cord-302553-d0hk4ipg	94	20	like	like	IN
cord-302553-d0hk4ipg	94	21	West	West	NNP
cord-302553-d0hk4ipg	94	22	Nile	Nile	NNP
cord-302553-d0hk4ipg	94	23	virus	virus	NN
cord-302553-d0hk4ipg	94	24	infection	infection	NN
cord-302553-d0hk4ipg	94	25	[	[	-LRB-
cord-302553-d0hk4ipg	94	26	40	40	CD
cord-302553-d0hk4ipg	94	27	]	]	-RRB-
cord-302553-d0hk4ipg	94	28	.	.	.
cord-302553-d0hk4ipg	95	1	Davidson	Davidson	NNP
cord-302553-d0hk4ipg	95	2	et	et	NNP
cord-302553-d0hk4ipg	95	3	al	al	NNP
cord-302553-d0hk4ipg	95	4	.	.	.
cord-302553-d0hk4ipg	96	1	(	(	-LRB-
cord-302553-d0hk4ipg	96	2	2015	2015	CD
cord-302553-d0hk4ipg	96	3	)	)	-RRB-
cord-302553-d0hk4ipg	96	4	constructed	construct	VBD
cord-302553-d0hk4ipg	96	5	an	an	DT
cord-302553-d0hk4ipg	96	6	empirical	empirical	JJ
cord-302553-d0hk4ipg	96	7	network	network	NN
cord-302553-d0hk4ipg	96	8	to	to	TO
cord-302553-d0hk4ipg	96	9	substantially	substantially	RB
cord-302553-d0hk4ipg	96	10	improve	improve	VB
cord-302553-d0hk4ipg	96	11	performance	performance	NN
cord-302553-d0hk4ipg	96	12	in	in	IN
cord-302553-d0hk4ipg	96	13	predicting	predict	VBG
cord-302553-d0hk4ipg	96	14	infections	infection	NNS
cord-302553-d0hk4ipg	96	15	one	one	CD
cord-302553-d0hk4ipg	96	16	week	week	NN
cord-302553-d0hk4ipg	96	17	into	into	IN
cord-302553-d0hk4ipg	96	18	the	the	DT
cord-302553-d0hk4ipg	96	19	future	future	NN
cord-302553-d0hk4ipg	96	20	using	use	VBG
cord-302553-d0hk4ipg	96	21	CDC	CDC	NNP
cord-302553-d0hk4ipg	96	22	data	datum	NNS
cord-302553-d0hk4ipg	96	23	and	and	CC
cord-302553-d0hk4ipg	96	24	combining	combine	VBG
cord-302553-d0hk4ipg	96	25	this	this	DT
cord-302553-d0hk4ipg	96	26	with	with	IN
cord-302553-d0hk4ipg	96	27	internet	internet	NN
cord-302553-d0hk4ipg	96	28	-	-	HYPH
cord-302553-d0hk4ipg	96	29	based	base	VBN
cord-302553-d0hk4ipg	96	30	data	datum	NNS
cord-302553-d0hk4ipg	96	31	in	in	IN
cord-302553-d0hk4ipg	96	32	the	the	DT
cord-302553-d0hk4ipg	96	33	U.S.	U.S.	NNP
cord-302553-d0hk4ipg	96	34	[	[	-LRB-
cord-302553-d0hk4ipg	96	35	41	41	CD
cord-302553-d0hk4ipg	96	36	]	]	-RRB-
cord-302553-d0hk4ipg	96	37	.	.	.
cord-302553-d0hk4ipg	97	1	Chen	Chen	NNP
cord-302553-d0hk4ipg	97	2	et	et	NNP
cord-302553-d0hk4ipg	97	3	al	al	NNP
cord-302553-d0hk4ipg	97	4	.	.	.
cord-302553-d0hk4ipg	98	1	(	(	-LRB-
cord-302553-d0hk4ipg	98	2	2016	2016	CD
cord-302553-d0hk4ipg	98	3	)	)	-RRB-
cord-302553-d0hk4ipg	98	4	proposed	propose	VBD
cord-302553-d0hk4ipg	98	5	two	two	CD
cord-302553-d0hk4ipg	98	6	temporal	temporal	JJ
cord-302553-d0hk4ipg	98	7	topic	topic	NN
cord-302553-d0hk4ipg	98	8	models	model	NNS
cord-302553-d0hk4ipg	98	9	to	to	TO
cord-302553-d0hk4ipg	98	10	capture	capture	VB
cord-302553-d0hk4ipg	98	11	hidden	hidden	JJ
cord-302553-d0hk4ipg	98	12	states	state	NNS
cord-302553-d0hk4ipg	98	13	of	of	IN
cord-302553-d0hk4ipg	98	14	a	a	DT
cord-302553-d0hk4ipg	98	15	flu	flu	NN
cord-302553-d0hk4ipg	98	16	-	-	HYPH
cord-302553-d0hk4ipg	98	17	related	relate	VBN
cord-302553-d0hk4ipg	98	18	user	user	NN
cord-302553-d0hk4ipg	98	19	and	and	CC
cord-302553-d0hk4ipg	98	20	get	get	VB
cord-302553-d0hk4ipg	98	21	better	well	JJR
cord-302553-d0hk4ipg	98	22	flu	flu	NN
cord-302553-d0hk4ipg	98	23	-	-	HYPH
cord-302553-d0hk4ipg	98	24	peak	peak	NN
cord-302553-d0hk4ipg	98	25	predictions	prediction	NNS
cord-302553-d0hk4ipg	98	26	by	by	IN
cord-302553-d0hk4ipg	98	27	using	use	VBG
cord-302553-d0hk4ipg	98	28	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	98	29	data	datum	NNS
cord-302553-d0hk4ipg	98	30	.	.	.
cord-302553-d0hk4ipg	99	1	In	in	IN
cord-302553-d0hk4ipg	99	2	addition	addition	NN
cord-302553-d0hk4ipg	99	3	,	,	,
cord-302553-d0hk4ipg	99	4	they	-PRON-	PRP
cord-302553-d0hk4ipg	99	5	validated	validate	VBD
cord-302553-d0hk4ipg	99	6	their	-PRON-	PRP$
cord-302553-d0hk4ipg	99	7	approaches	approach	NNS
cord-302553-d0hk4ipg	99	8	by	by	IN
cord-302553-d0hk4ipg	99	9	modeling	model	VBG
cord-302553-d0hk4ipg	99	10	the	the	DT
cord-302553-d0hk4ipg	99	11	flu	flu	NN
cord-302553-d0hk4ipg	99	12	using	use	VBG
cord-302553-d0hk4ipg	99	13	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	99	14	in	in	IN
cord-302553-d0hk4ipg	99	15	multiple	multiple	JJ
cord-302553-d0hk4ipg	99	16	countries	country	NNS
cord-302553-d0hk4ipg	99	17	of	of	IN
cord-302553-d0hk4ipg	99	18	South	South	NNP
cord-302553-d0hk4ipg	99	19	America	America	NNP
cord-302553-d0hk4ipg	99	20	[	[	-LRB-
cord-302553-d0hk4ipg	99	21	42	42	CD
cord-302553-d0hk4ipg	99	22	]	]	-RRB-
cord-302553-d0hk4ipg	99	23	.	.	.
cord-302553-d0hk4ipg	100	1	Lamb	Lamb	NNP
cord-302553-d0hk4ipg	100	2	et	et	NNP
cord-302553-d0hk4ipg	100	3	al	al	NNP
cord-302553-d0hk4ipg	100	4	.	.	.
cord-302553-d0hk4ipg	101	1	(	(	-LRB-
cord-302553-d0hk4ipg	101	2	2013	2013	CD
cord-302553-d0hk4ipg	101	3	)	)	-RRB-
cord-302553-d0hk4ipg	101	4	demonstrated	demonstrate	VBD
cord-302553-d0hk4ipg	101	5	that	that	IN
cord-302553-d0hk4ipg	101	6	the	the	DT
cord-302553-d0hk4ipg	101	7	use	use	NN
cord-302553-d0hk4ipg	101	8	of	of	IN
cord-302553-d0hk4ipg	101	9	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	101	10	data	data	NN
cord-302553-d0hk4ipg	101	11	leads	lead	VBZ
cord-302553-d0hk4ipg	101	12	to	to	IN
cord-302553-d0hk4ipg	101	13	significant	significant	JJ
cord-302553-d0hk4ipg	101	14	improvements	improvement	NNS
cord-302553-d0hk4ipg	101	15	in	in	IN
cord-302553-d0hk4ipg	101	16	flu	flu	NN
cord-302553-d0hk4ipg	101	17	surveillance	surveillance	NN
cord-302553-d0hk4ipg	101	18	by	by	IN
cord-302553-d0hk4ipg	101	19	discriminating	discriminate	VBG
cord-302553-d0hk4ipg	101	20	those	those	DT
cord-302553-d0hk4ipg	101	21	categories	category	NNS
cord-302553-d0hk4ipg	101	22	of	of	IN
cord-302553-d0hk4ipg	101	23	flu	flu	NN
cord-302553-d0hk4ipg	101	24	tweets	tweet	NNS
cord-302553-d0hk4ipg	101	25	that	that	WDT
cord-302553-d0hk4ipg	101	26	reported	report	VBD
cord-302553-d0hk4ipg	101	27	infection	infection	NN
cord-302553-d0hk4ipg	101	28	from	from	IN
cord-302553-d0hk4ipg	101	29	those	those	DT
cord-302553-d0hk4ipg	101	30	that	that	WDT
cord-302553-d0hk4ipg	101	31	expressed	express	VBD
cord-302553-d0hk4ipg	101	32	concerned	concerned	JJ
cord-302553-d0hk4ipg	101	33	awareness	awareness	NN
cord-302553-d0hk4ipg	101	34	of	of	IN
cord-302553-d0hk4ipg	101	35	the	the	DT
cord-302553-d0hk4ipg	101	36	flu	flu	NN
cord-302553-d0hk4ipg	101	37	as	as	RB
cord-302553-d0hk4ipg	101	38	well	well	RB
cord-302553-d0hk4ipg	101	39	as	as	IN
cord-302553-d0hk4ipg	101	40	tweets	tweet	NNS
cord-302553-d0hk4ipg	101	41	about	about	IN
cord-302553-d0hk4ipg	101	42	the	the	DT
cord-302553-d0hk4ipg	101	43	authors	author	NNS
cord-302553-d0hk4ipg	101	44	versus	versus	IN
cord-302553-d0hk4ipg	101	45	those	those	DT
cord-302553-d0hk4ipg	101	46	about	about	IN
cord-302553-d0hk4ipg	101	47	others	other	NNS
cord-302553-d0hk4ipg	101	48	[	[	-LRB-
cord-302553-d0hk4ipg	101	49	43	43	CD
cord-302553-d0hk4ipg	101	50	]	]	-RRB-
cord-302553-d0hk4ipg	101	51	.	.	.
cord-302553-d0hk4ipg	102	1	Sentiment	sentiment	NN
cord-302553-d0hk4ipg	102	2	classification	classification	NN
cord-302553-d0hk4ipg	102	3	[	[	-LRB-
cord-302553-d0hk4ipg	102	4	44	44	CD
cord-302553-d0hk4ipg	102	5	,	,	,
cord-302553-d0hk4ipg	102	6	45	45	CD
cord-302553-d0hk4ipg	102	7	]	]	-RRB-
cord-302553-d0hk4ipg	102	8	,	,	,
cord-302553-d0hk4ipg	102	9	feature	feature	VBP
cord-302553-d0hk4ipg	102	10	extraction	extraction	NN
cord-302553-d0hk4ipg	102	11	[	[	-LRB-
cord-302553-d0hk4ipg	102	12	46	46	CD
cord-302553-d0hk4ipg	102	13	]	]	-RRB-
cord-302553-d0hk4ipg	102	14	and	and	CC
cord-302553-d0hk4ipg	102	15	public	public	JJ
cord-302553-d0hk4ipg	102	16	opinion	opinion	NN
cord-302553-d0hk4ipg	102	17	monitoring	monitor	VBG
cord-302553-d0hk4ipg	102	18	[	[	-LRB-
cord-302553-d0hk4ipg	102	19	47	47	CD
cord-302553-d0hk4ipg	102	20	,	,	,
cord-302553-d0hk4ipg	102	21	48	48	CD
cord-302553-d0hk4ipg	102	22	]	]	-RRB-
cord-302553-d0hk4ipg	102	23	are	be	VBP
cord-302553-d0hk4ipg	102	24	performed	perform	VBN
cord-302553-d0hk4ipg	102	25	based	base	VBN
cord-302553-d0hk4ipg	102	26	on	on	IN
cord-302553-d0hk4ipg	102	27	a	a	DT
cord-302553-d0hk4ipg	102	28	social	social	JJ
cord-302553-d0hk4ipg	102	29	network	network	NN
cord-302553-d0hk4ipg	102	30	dataset	dataset	NN
cord-302553-d0hk4ipg	102	31	for	for	IN
cord-302553-d0hk4ipg	102	32	sentiment	sentiment	NN
cord-302553-d0hk4ipg	102	33	analysis	analysis	NN
cord-302553-d0hk4ipg	102	34	.	.	.
cord-302553-d0hk4ipg	103	1	Chen	Chen	NNP
cord-302553-d0hk4ipg	103	2	et	et	NNP
cord-302553-d0hk4ipg	103	3	al	al	NNP
cord-302553-d0hk4ipg	103	4	.	.	.
cord-302553-d0hk4ipg	104	1	(	(	-LRB-
cord-302553-d0hk4ipg	104	2	2020	2020	CD
cord-302553-d0hk4ipg	104	3	)	)	-RRB-
cord-302553-d0hk4ipg	104	4	introduced	introduce	VBD
cord-302553-d0hk4ipg	104	5	a	a	DT
cord-302553-d0hk4ipg	104	6	novel	novel	JJ
cord-302553-d0hk4ipg	104	7	approach	approach	NN
cord-302553-d0hk4ipg	104	8	of	of	IN
cord-302553-d0hk4ipg	104	9	adding	add	VBG
cord-302553-d0hk4ipg	104	10	semantics	semantic	NNS
cord-302553-d0hk4ipg	104	11	as	as	IN
cord-302553-d0hk4ipg	104	12	additional	additional	JJ
cord-302553-d0hk4ipg	104	13	features	feature	NNS
cord-302553-d0hk4ipg	104	14	into	into	IN
cord-302553-d0hk4ipg	104	15	the	the	DT
cord-302553-d0hk4ipg	104	16	training	training	NN
cord-302553-d0hk4ipg	104	17	set	set	NN
cord-302553-d0hk4ipg	104	18	for	for	IN
cord-302553-d0hk4ipg	104	19	sentiment	sentiment	NN
cord-302553-d0hk4ipg	104	20	analysis	analysis	NN
cord-302553-d0hk4ipg	104	21	,	,	,
cord-302553-d0hk4ipg	104	22	and	and	CC
cord-302553-d0hk4ipg	104	23	they	-PRON-	PRP
cord-302553-d0hk4ipg	104	24	applied	apply	VBD
cord-302553-d0hk4ipg	104	25	this	this	DT
cord-302553-d0hk4ipg	104	26	approach	approach	NN
cord-302553-d0hk4ipg	104	27	to	to	TO
cord-302553-d0hk4ipg	104	28	predict	predict	VB
cord-302553-d0hk4ipg	104	29	sentiment	sentiment	NN
cord-302553-d0hk4ipg	104	30	for	for	IN
cord-302553-d0hk4ipg	104	31	three	three	CD
cord-302553-d0hk4ipg	104	32	different	different	JJ
cord-302553-d0hk4ipg	104	33	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	104	34	datasets	dataset	NNS
cord-302553-d0hk4ipg	104	35	[	[	-LRB-
cord-302553-d0hk4ipg	104	36	49	49	CD
cord-302553-d0hk4ipg	104	37	]	]	-RRB-
cord-302553-d0hk4ipg	104	38	.	.	.
cord-302553-d0hk4ipg	105	1	The	the	DT
cord-302553-d0hk4ipg	105	2	authors	author	NNS
cord-302553-d0hk4ipg	105	3	also	also	RB
cord-302553-d0hk4ipg	105	4	investigated	investigate	VBD
cord-302553-d0hk4ipg	105	5	the	the	DT
cord-302553-d0hk4ipg	105	6	real	real	JJ
cord-302553-d0hk4ipg	105	7	-	-	HYPH
cord-302553-d0hk4ipg	105	8	time	time	NN
cord-302553-d0hk4ipg	105	9	flu	flu	NN
cord-302553-d0hk4ipg	105	10	detection	detection	NN
cord-302553-d0hk4ipg	105	11	problems	problem	NNS
cord-302553-d0hk4ipg	105	12	and	and	CC
cord-302553-d0hk4ipg	105	13	proposed	propose	VBD
cord-302553-d0hk4ipg	105	14	a	a	DT
cord-302553-d0hk4ipg	105	15	flu	flu	NN
cord-302553-d0hk4ipg	105	16	detection	detection	NN
cord-302553-d0hk4ipg	105	17	model	model	NN
cord-302553-d0hk4ipg	105	18	with	with	IN
cord-302553-d0hk4ipg	105	19	emotional	emotional	JJ
cord-302553-d0hk4ipg	105	20	factors	factor	NNS
cord-302553-d0hk4ipg	105	21	and	and	CC
cord-302553-d0hk4ipg	105	22	semantic	semantic	JJ
cord-302553-d0hk4ipg	105	23	information	information	NN
cord-302553-d0hk4ipg	105	24	[	[	-LRB-
cord-302553-d0hk4ipg	105	25	50	50	CD
cord-302553-d0hk4ipg	105	26	]	]	-RRB-
cord-302553-d0hk4ipg	105	27	.	.	.
cord-302553-d0hk4ipg	106	1	Adamopoulos	Adamopoulos	NNP
cord-302553-d0hk4ipg	106	2	et	et	NNP
cord-302553-d0hk4ipg	106	3	al	al	NNP
cord-302553-d0hk4ipg	106	4	.	.	.
cord-302553-d0hk4ipg	107	1	(	(	-LRB-
cord-302553-d0hk4ipg	107	2	2018	2018	CD
cord-302553-d0hk4ipg	107	3	)	)	-RRB-
cord-302553-d0hk4ipg	107	4	examined	examine	VBD
cord-302553-d0hk4ipg	107	5	the	the	DT
cord-302553-d0hk4ipg	107	6	effect	effect	NN
cord-302553-d0hk4ipg	107	7	of	of	IN
cord-302553-d0hk4ipg	107	8	latent	latent	JJ
cord-302553-d0hk4ipg	107	9	personality	personality	NN
cord-302553-d0hk4ipg	107	10	traits	trait	NNS
cord-302553-d0hk4ipg	107	11	on	on	IN
cord-302553-d0hk4ipg	107	12	consumers	consumer	NNS
cord-302553-d0hk4ipg	107	13	'	'	POS
cord-302553-d0hk4ipg	107	14	behavior	behavior	NN
cord-302553-d0hk4ipg	107	15	and	and	CC
cord-302553-d0hk4ipg	107	16	preferences	preference	NNS
cord-302553-d0hk4ipg	107	17	,	,	,
cord-302553-d0hk4ipg	107	18	which	which	WDT
cord-302553-d0hk4ipg	107	19	originated	originate	VBD
cord-302553-d0hk4ipg	107	20	from	from	IN
cord-302553-d0hk4ipg	107	21	social	social	JJ
cord-302553-d0hk4ipg	107	22	media	medium	NNS
cord-302553-d0hk4ipg	107	23	users	user	NNS
cord-302553-d0hk4ipg	107	24	'	'	POS
cord-302553-d0hk4ipg	107	25	levels	level	NNS
cord-302553-d0hk4ipg	107	26	of	of	IN
cord-302553-d0hk4ipg	107	27	emotional	emotional	JJ
cord-302553-d0hk4ipg	107	28	range	range	NN
cord-302553-d0hk4ipg	107	29	[	[	-LRB-
cord-302553-d0hk4ipg	107	30	51	51	CD
cord-302553-d0hk4ipg	107	31	]	]	-RRB-
cord-302553-d0hk4ipg	107	32	.	.	.
cord-302553-d0hk4ipg	108	1	The	the	DT
cord-302553-d0hk4ipg	108	2	effect	effect	NN
cord-302553-d0hk4ipg	108	3	of	of	IN
cord-302553-d0hk4ipg	108	4	social	social	JJ
cord-302553-d0hk4ipg	108	5	media	medium	NNS
cord-302553-d0hk4ipg	108	6	advertising	advertising	NN
cord-302553-d0hk4ipg	108	7	content	content	NN
cord-302553-d0hk4ipg	108	8	on	on	IN
cord-302553-d0hk4ipg	108	9	customer	customer	NN
cord-302553-d0hk4ipg	108	10	engagement	engagement	NN
cord-302553-d0hk4ipg	108	11	was	be	VBD
cord-302553-d0hk4ipg	108	12	also	also	RB
cord-302553-d0hk4ipg	108	13	studied	study	VBN
cord-302553-d0hk4ipg	108	14	via	via	IN
cord-302553-d0hk4ipg	108	15	Facebook	Facebook	NNP
cord-302553-d0hk4ipg	108	16	users	user	NNS
cord-302553-d0hk4ipg	108	17	'	'	POS
cord-302553-d0hk4ipg	108	18	humor	humor	NN
cord-302553-d0hk4ipg	108	19	and	and	CC
cord-302553-d0hk4ipg	108	20	emotion	emotion	NN
cord-302553-d0hk4ipg	108	21	[	[	-LRB-
cord-302553-d0hk4ipg	108	22	52	52	CD
cord-302553-d0hk4ipg	108	23	]	]	-RRB-
cord-302553-d0hk4ipg	108	24	.	.	.
cord-302553-d0hk4ipg	109	1	Although	although	IN
cord-302553-d0hk4ipg	109	2	sentiment	sentiment	NN
cord-302553-d0hk4ipg	109	3	analysis	analysis	NN
cord-302553-d0hk4ipg	109	4	has	have	VBZ
cord-302553-d0hk4ipg	109	5	been	be	VBN
cord-302553-d0hk4ipg	109	6	widely	widely	RB
cord-302553-d0hk4ipg	109	7	applied	apply	VBN
cord-302553-d0hk4ipg	109	8	to	to	IN
cord-302553-d0hk4ipg	109	9	many	many	JJ
cord-302553-d0hk4ipg	109	10	fields	field	NNS
cord-302553-d0hk4ipg	109	11	,	,	,
cord-302553-d0hk4ipg	109	12	few	few	JJ
cord-302553-d0hk4ipg	109	13	researchers	researcher	NNS
cord-302553-d0hk4ipg	109	14	consider	consider	VBP
cord-302553-d0hk4ipg	109	15	it	-PRON-	PRP
cord-302553-d0hk4ipg	109	16	to	to	TO
cord-302553-d0hk4ipg	109	17	be	be	VB
cord-302553-d0hk4ipg	109	18	a	a	DT
cord-302553-d0hk4ipg	109	19	powerful	powerful	JJ
cord-302553-d0hk4ipg	109	20	tool	tool	NN
cord-302553-d0hk4ipg	109	21	to	to	TO
cord-302553-d0hk4ipg	109	22	be	be	VB
cord-302553-d0hk4ipg	109	23	used	use	VBN
cord-302553-d0hk4ipg	109	24	in	in	IN
cord-302553-d0hk4ipg	109	25	determining	determine	VBG
cord-302553-d0hk4ipg	109	26	a	a	DT
cord-302553-d0hk4ipg	109	27	patient	patient	NN
cord-302553-d0hk4ipg	109	28	's	's	POS
cord-302553-d0hk4ipg	109	29	status	status	NN
cord-302553-d0hk4ipg	109	30	when	when	WRB
cord-302553-d0hk4ipg	109	31	detecting	detect	VBG
cord-302553-d0hk4ipg	109	32	infectious	infectious	JJ
cord-302553-d0hk4ipg	109	33	diseases	disease	NNS
cord-302553-d0hk4ipg	109	34	.	.	.
cord-302553-d0hk4ipg	110	1	Furthermore	furthermore	RB
cord-302553-d0hk4ipg	110	2	,	,	,
cord-302553-d0hk4ipg	110	3	word	word	NN
cord-302553-d0hk4ipg	110	4	embedding	embedding	NN
cord-302553-d0hk4ipg	110	5	techniques	technique	NNS
cord-302553-d0hk4ipg	110	6	,	,	,
cord-302553-d0hk4ipg	110	7	such	such	JJ
cord-302553-d0hk4ipg	110	8	as	as	IN
cord-302553-d0hk4ipg	110	9	bag	bag	NN
cord-302553-d0hk4ipg	110	10	of	of	IN
cord-302553-d0hk4ipg	110	11	words	word	NNS
cord-302553-d0hk4ipg	110	12	[	[	-LRB-
cord-302553-d0hk4ipg	110	13	53	53	CD
cord-302553-d0hk4ipg	110	14	]	]	-RRB-
cord-302553-d0hk4ipg	110	15	and	and	CC
cord-302553-d0hk4ipg	110	16	word2vec	word2vec	JJ
cord-302553-d0hk4ipg	110	17	[	[	-LRB-
cord-302553-d0hk4ipg	110	18	54	54	CD
cord-302553-d0hk4ipg	110	19	]	]	-RRB-
cord-302553-d0hk4ipg	110	20	,	,	,
cord-302553-d0hk4ipg	110	21	have	have	VBP
cord-302553-d0hk4ipg	110	22	become	become	VBN
cord-302553-d0hk4ipg	110	23	effective	effective	JJ
cord-302553-d0hk4ipg	110	24	means	mean	NNS
cord-302553-d0hk4ipg	110	25	of	of	IN
cord-302553-d0hk4ipg	110	26	text	text	NN
cord-302553-d0hk4ipg	110	27	processing	processing	NN
cord-302553-d0hk4ipg	110	28	.	.	.
cord-302553-d0hk4ipg	111	1	High	high	JJ
cord-302553-d0hk4ipg	111	2	-	-	HYPH
cord-302553-d0hk4ipg	111	3	quality	quality	NN
cord-302553-d0hk4ipg	111	4	word	word	NN
cord-302553-d0hk4ipg	111	5	vector	vector	NN
cord-302553-d0hk4ipg	111	6	representations	representation	NNS
cord-302553-d0hk4ipg	111	7	provide	provide	VBP
cord-302553-d0hk4ipg	111	8	distributional	distributional	JJ
cord-302553-d0hk4ipg	111	9	information	information	NN
cord-302553-d0hk4ipg	111	10	about	about	IN
cord-302553-d0hk4ipg	111	11	words	word	NNS
cord-302553-d0hk4ipg	111	12	[	[	-LRB-
cord-302553-d0hk4ipg	111	13	55	55	CD
cord-302553-d0hk4ipg	111	14	]	]	-RRB-
cord-302553-d0hk4ipg	111	15	,	,	,
cord-302553-d0hk4ipg	111	16	especially	especially	RB
cord-302553-d0hk4ipg	111	17	for	for	IN
cord-302553-d0hk4ipg	111	18	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	111	19	,	,	,
cord-302553-d0hk4ipg	111	20	which	which	WDT
cord-302553-d0hk4ipg	111	21	appears	appear	VBZ
cord-302553-d0hk4ipg	111	22	to	to	TO
cord-302553-d0hk4ipg	111	23	be	be	VB
cord-302553-d0hk4ipg	111	24	outstanding	outstanding	JJ
cord-302553-d0hk4ipg	111	25	at	at	IN
cord-302553-d0hk4ipg	111	26	improving	improve	VBG
cord-302553-d0hk4ipg	111	27	a	a	DT
cord-302553-d0hk4ipg	111	28	model	model	NN
cord-302553-d0hk4ipg	111	29	's	's	POS
cord-302553-d0hk4ipg	111	30	performance	performance	NN
cord-302553-d0hk4ipg	111	31	on	on	IN
cord-302553-d0hk4ipg	111	32	a	a	DT
cord-302553-d0hk4ipg	111	33	limited	limited	JJ
cord-302553-d0hk4ipg	111	34	amount	amount	NN
cord-302553-d0hk4ipg	111	35	of	of	IN
cord-302553-d0hk4ipg	111	36	data	datum	NNS
cord-302553-d0hk4ipg	111	37	.	.	.
cord-302553-d0hk4ipg	112	1	The	the	DT
cord-302553-d0hk4ipg	112	2	development	development	NN
cord-302553-d0hk4ipg	112	3	of	of	IN
cord-302553-d0hk4ipg	112	4	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	112	5	significantly	significantly	RB
cord-302553-d0hk4ipg	112	6	improves	improve	VBZ
cord-302553-d0hk4ipg	112	7	the	the	DT
cord-302553-d0hk4ipg	112	8	effectiveness	effectiveness	NN
cord-302553-d0hk4ipg	112	9	of	of	IN
cord-302553-d0hk4ipg	112	10	word	word	NN
cord-302553-d0hk4ipg	112	11	representations	representation	NNS
cord-302553-d0hk4ipg	112	12	by	by	IN
cord-302553-d0hk4ipg	112	13	transforming	transform	VBG
cord-302553-d0hk4ipg	112	14	sparse	sparse	JJ
cord-302553-d0hk4ipg	112	15	,	,	,
cord-302553-d0hk4ipg	112	16	discrete	discrete	JJ
cord-302553-d0hk4ipg	112	17	and	and	CC
cord-302553-d0hk4ipg	112	18	high	high	JJ
cord-302553-d0hk4ipg	112	19	-	-	HYPH
cord-302553-d0hk4ipg	112	20	dimensional	dimensional	JJ
cord-302553-d0hk4ipg	112	21	vectors	vector	NNS
cord-302553-d0hk4ipg	112	22	into	into	IN
cord-302553-d0hk4ipg	112	23	dense	dense	JJ
cord-302553-d0hk4ipg	112	24	,	,	,
cord-302553-d0hk4ipg	112	25	continuous	continuous	JJ
cord-302553-d0hk4ipg	112	26	and	and	CC
cord-302553-d0hk4ipg	112	27	low	low	JJ
cord-302553-d0hk4ipg	112	28	-	-	HYPH
cord-302553-d0hk4ipg	112	29	dimensional	dimensional	JJ
cord-302553-d0hk4ipg	112	30	vectors	vector	NNS
cord-302553-d0hk4ipg	112	31	[	[	-LRB-
cord-302553-d0hk4ipg	112	32	56	56	CD
cord-302553-d0hk4ipg	112	33	]	]	-RRB-
cord-302553-d0hk4ipg	112	34	.	.	.
cord-302553-d0hk4ipg	113	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	113	2	is	be	VBZ
cord-302553-d0hk4ipg	113	3	a	a	DT
cord-302553-d0hk4ipg	113	4	foundation	foundation	NN
cord-302553-d0hk4ipg	113	5	to	to	TO
cord-302553-d0hk4ipg	113	6	transform	transform	VB
cord-302553-d0hk4ipg	113	7	word	word	NN
cord-302553-d0hk4ipg	113	8	segments	segment	NNS
cord-302553-d0hk4ipg	113	9	into	into	IN
cord-302553-d0hk4ipg	113	10	fixed	fix	VBN
cord-302553-d0hk4ipg	113	11	dimensional	dimensional	JJ
cord-302553-d0hk4ipg	113	12	vectors	vector	NNS
cord-302553-d0hk4ipg	113	13	,	,	,
cord-302553-d0hk4ipg	113	14	namely	namely	RB
cord-302553-d0hk4ipg	113	15	,	,	,
cord-302553-d0hk4ipg	113	16	word	word	NN
cord-302553-d0hk4ipg	113	17	embedding	embedding	NN
cord-302553-d0hk4ipg	113	18	,	,	,
cord-302553-d0hk4ipg	113	19	when	when	WRB
cord-302553-d0hk4ipg	113	20	studying	study	VBG
cord-302553-d0hk4ipg	113	21	user	user	NN
cord-302553-d0hk4ipg	113	22	-	-	HYPH
cord-302553-d0hk4ipg	113	23	generated	generate	VBN
cord-302553-d0hk4ipg	113	24	content	content	NN
cord-302553-d0hk4ipg	113	25	[	[	-LRB-
cord-302553-d0hk4ipg	113	26	57	57	CD
cord-302553-d0hk4ipg	113	27	,	,	,
cord-302553-d0hk4ipg	113	28	58	58	CD
cord-302553-d0hk4ipg	113	29	]	]	-RRB-
cord-302553-d0hk4ipg	113	30	.	.	.
cord-302553-d0hk4ipg	114	1	In	in	IN
cord-302553-d0hk4ipg	114	2	this	this	DT
cord-302553-d0hk4ipg	114	3	paper	paper	NN
cord-302553-d0hk4ipg	114	4	,	,	,
cord-302553-d0hk4ipg	114	5	the	the	DT
cord-302553-d0hk4ipg	114	6	use	use	NN
cord-302553-d0hk4ipg	114	7	of	of	IN
cord-302553-d0hk4ipg	114	8	high	high	JJ
cord-302553-d0hk4ipg	114	9	dimensional	dimensional	JJ
cord-302553-d0hk4ipg	114	10	numeral	numeral	JJ
cord-302553-d0hk4ipg	114	11	vectors	vector	NNS
cord-302553-d0hk4ipg	114	12	to	to	TO
cord-302553-d0hk4ipg	114	13	represent	represent	VB
cord-302553-d0hk4ipg	114	14	words	word	NNS
cord-302553-d0hk4ipg	114	15	serve	serve	VB
cord-302553-d0hk4ipg	114	16	as	as	IN
cord-302553-d0hk4ipg	114	17	semantic	semantic	JJ
cord-302553-d0hk4ipg	114	18	feature	feature	NN
cord-302553-d0hk4ipg	114	19	extractors	extractor	NNS
cord-302553-d0hk4ipg	114	20	or	or	CC
cord-302553-d0hk4ipg	114	21	the	the	DT
cord-302553-d0hk4ipg	114	22	input	input	NN
cord-302553-d0hk4ipg	114	23	variables	variable	NNS
cord-302553-d0hk4ipg	114	24	of	of	IN
cord-302553-d0hk4ipg	114	25	a	a	DT
cord-302553-d0hk4ipg	114	26	neural	neural	JJ
cord-302553-d0hk4ipg	114	27	network	network	NN
cord-302553-d0hk4ipg	114	28	.	.	.
cord-302553-d0hk4ipg	115	1	Artificial	artificial	JJ
cord-302553-d0hk4ipg	115	2	Neural	Neural	NNP
cord-302553-d0hk4ipg	115	3	Network	Network	NNP
cord-302553-d0hk4ipg	115	4	(	(	-LRB-
cord-302553-d0hk4ipg	115	5	ANN	ANN	NNP
cord-302553-d0hk4ipg	115	6	)	)	-RRB-
cord-302553-d0hk4ipg	115	7	techniques	technique	NNS
cord-302553-d0hk4ipg	115	8	have	have	VBP
cord-302553-d0hk4ipg	115	9	been	be	VBN
cord-302553-d0hk4ipg	115	10	used	use	VBN
cord-302553-d0hk4ipg	115	11	widely	widely	RB
cord-302553-d0hk4ipg	115	12	in	in	IN
cord-302553-d0hk4ipg	115	13	text	text	NN
cord-302553-d0hk4ipg	115	14	classification	classification	NN
cord-302553-d0hk4ipg	115	15	.	.	.
cord-302553-d0hk4ipg	116	1	Hughes	Hughes	NNP
cord-302553-d0hk4ipg	116	2	et	et	NNP
cord-302553-d0hk4ipg	116	3	al	al	NNP
cord-302553-d0hk4ipg	116	4	.	.	.
cord-302553-d0hk4ipg	117	1	(	(	-LRB-
cord-302553-d0hk4ipg	117	2	2017	2017	CD
cord-302553-d0hk4ipg	117	3	)	)	-RRB-
cord-302553-d0hk4ipg	117	4	have	have	VBP
cord-302553-d0hk4ipg	117	5	used	use	VBN
cord-302553-d0hk4ipg	117	6	Convolutional	Convolutional	NNP
cord-302553-d0hk4ipg	117	7	Neural	Neural	NNP
cord-302553-d0hk4ipg	117	8	Networks	Networks	NNP
cord-302553-d0hk4ipg	117	9	(	(	-LRB-
cord-302553-d0hk4ipg	117	10	CNNs	CNNs	NNP
cord-302553-d0hk4ipg	117	11	)	)	-RRB-
cord-302553-d0hk4ipg	117	12	for	for	IN
cord-302553-d0hk4ipg	117	13	text	text	NN
cord-302553-d0hk4ipg	117	14	processing	processing	NN
cord-302553-d0hk4ipg	117	15	and	and	CC
cord-302553-d0hk4ipg	117	16	classification	classification	NN
cord-302553-d0hk4ipg	117	17	in	in	IN
cord-302553-d0hk4ipg	117	18	online	online	JJ
cord-302553-d0hk4ipg	117	19	news	news	NN
cord-302553-d0hk4ipg	117	20	,	,	,
cord-302553-d0hk4ipg	117	21	reviews	review	NNS
cord-302553-d0hk4ipg	117	22	and	and	CC
cord-302553-d0hk4ipg	117	23	medical	medical	JJ
cord-302553-d0hk4ipg	117	24	text	text	NN
cord-302553-d0hk4ipg	117	25	[	[	-LRB-
cord-302553-d0hk4ipg	117	26	59	59	CD
cord-302553-d0hk4ipg	117	27	]	]	-RRB-
cord-302553-d0hk4ipg	117	28	.	.	.
cord-302553-d0hk4ipg	118	1	A	a	DT
cord-302553-d0hk4ipg	118	2	large	large	JJ
cord-302553-d0hk4ipg	118	3	number	number	NN
cord-302553-d0hk4ipg	118	4	of	of	IN
cord-302553-d0hk4ipg	118	5	modified	modify	VBN
cord-302553-d0hk4ipg	118	6	ANN	ANN	NNP
cord-302553-d0hk4ipg	118	7	techniques	technique	NNS
cord-302553-d0hk4ipg	118	8	have	have	VBP
cord-302553-d0hk4ipg	118	9	emerged	emerge	VBN
cord-302553-d0hk4ipg	118	10	with	with	IN
cord-302553-d0hk4ipg	118	11	technical	technical	JJ
cord-302553-d0hk4ipg	118	12	advancements	advancement	NNS
cord-302553-d0hk4ipg	118	13	.	.	.
cord-302553-d0hk4ipg	119	1	Recurrent	recurrent	JJ
cord-302553-d0hk4ipg	119	2	Neural	Neural	NNP
cord-302553-d0hk4ipg	119	3	Networks	Networks	NNP
cord-302553-d0hk4ipg	119	4	(	(	-LRB-
cord-302553-d0hk4ipg	119	5	RNNs	rnn	NNS
cord-302553-d0hk4ipg	119	6	)	)	-RRB-
cord-302553-d0hk4ipg	119	7	have	have	VBP
cord-302553-d0hk4ipg	119	8	also	also	RB
cord-302553-d0hk4ipg	119	9	been	be	VBN
cord-302553-d0hk4ipg	119	10	an	an	DT
cord-302553-d0hk4ipg	119	11	effective	effective	JJ
cord-302553-d0hk4ipg	119	12	method	method	NN
cord-302553-d0hk4ipg	119	13	for	for	IN
cord-302553-d0hk4ipg	119	14	speech	speech	NN
cord-302553-d0hk4ipg	119	15	recognition	recognition	NN
cord-302553-d0hk4ipg	119	16	and	and	CC
cord-302553-d0hk4ipg	119	17	text	text	NN
cord-302553-d0hk4ipg	119	18	sequence	sequence	NN
cord-302553-d0hk4ipg	119	19	tagging	tag	VBG
cord-302553-d0hk4ipg	119	20	[	[	-LRB-
cord-302553-d0hk4ipg	119	21	60	60	CD
cord-302553-d0hk4ipg	119	22	]	]	-RRB-
cord-302553-d0hk4ipg	119	23	,	,	,
cord-302553-d0hk4ipg	119	24	and	and	CC
cord-302553-d0hk4ipg	119	25	Long	Long	NNP
cord-302553-d0hk4ipg	119	26	Short	Short	NNP
cord-302553-d0hk4ipg	119	27	Term	Term	NNP
cord-302553-d0hk4ipg	119	28	Memory	memory	NN
cord-302553-d0hk4ipg	119	29	(	(	-LRB-
cord-302553-d0hk4ipg	119	30	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	119	31	)	)	-RRB-
cord-302553-d0hk4ipg	119	32	networks	network	NNS
cord-302553-d0hk4ipg	119	33	[	[	-LRB-
cord-302553-d0hk4ipg	119	34	61	61	CD
cord-302553-d0hk4ipg	119	35	]	]	-RRB-
cord-302553-d0hk4ipg	119	36	perform	perform	VBP
cord-302553-d0hk4ipg	119	37	well	well	RB
cord-302553-d0hk4ipg	119	38	for	for	IN
cord-302553-d0hk4ipg	119	39	sequence	sequence	NN
cord-302553-d0hk4ipg	119	40	-	-	HYPH
cord-302553-d0hk4ipg	119	41	based	base	VBN
cord-302553-d0hk4ipg	119	42	learning	learning	NN
cord-302553-d0hk4ipg	119	43	tasks	task	NNS
cord-302553-d0hk4ipg	119	44	.	.	.
cord-302553-d0hk4ipg	120	1	In	in	IN
cord-302553-d0hk4ipg	120	2	addition	addition	NN
cord-302553-d0hk4ipg	120	3	,	,	,
cord-302553-d0hk4ipg	120	4	a	a	DT
cord-302553-d0hk4ipg	120	5	large	large	JJ
cord-302553-d0hk4ipg	120	6	amount	amount	NN
cord-302553-d0hk4ipg	120	7	of	of	IN
cord-302553-d0hk4ipg	120	8	text	text	NN
cord-302553-d0hk4ipg	120	9	processing	processing	NN
cord-302553-d0hk4ipg	120	10	research	research	NN
cord-302553-d0hk4ipg	120	11	has	have	VBZ
cord-302553-d0hk4ipg	120	12	emerged	emerge	VBN
cord-302553-d0hk4ipg	120	13	,	,	,
cord-302553-d0hk4ipg	120	14	including	include	VBG
cord-302553-d0hk4ipg	120	15	the	the	DT
cord-302553-d0hk4ipg	120	16	use	use	NN
cord-302553-d0hk4ipg	120	17	of	of	IN
cord-302553-d0hk4ipg	120	18	part	part	NN
cord-302553-d0hk4ipg	120	19	-	-	HYPH
cord-302553-d0hk4ipg	120	20	of	of	IN
cord-302553-d0hk4ipg	120	21	-	-	HYPH
cord-302553-d0hk4ipg	120	22	speech	speech	NN
cord-302553-d0hk4ipg	120	23	tagging	tagging	NN
cord-302553-d0hk4ipg	120	24	[	[	-LRB-
cord-302553-d0hk4ipg	120	25	62	62	CD
cord-302553-d0hk4ipg	120	26	]	]	-RRB-
cord-302553-d0hk4ipg	120	27	,	,	,
cord-302553-d0hk4ipg	120	28	lexicon	lexicon	NN
cord-302553-d0hk4ipg	120	29	approaches	approach	VBZ
cord-302553-d0hk4ipg	120	30	[	[	-LRB-
cord-302553-d0hk4ipg	120	31	63	63	CD
cord-302553-d0hk4ipg	120	32	]	]	-RRB-
cord-302553-d0hk4ipg	120	33	,	,	,
cord-302553-d0hk4ipg	120	34	and	and	CC
cord-302553-d0hk4ipg	120	35	other	other	JJ
cord-302553-d0hk4ipg	120	36	deep	deep	JJ
cord-302553-d0hk4ipg	120	37	learning	learning	NN
cord-302553-d0hk4ipg	120	38	techniques	technique	NNS
cord-302553-d0hk4ipg	120	39	[	[	-LRB-
cord-302553-d0hk4ipg	120	40	64	64	CD
cord-302553-d0hk4ipg	120	41	]	]	-RRB-
cord-302553-d0hk4ipg	120	42	.	.	.
cord-302553-d0hk4ipg	121	1	The	the	DT
cord-302553-d0hk4ipg	121	2	extant	extant	JJ
cord-302553-d0hk4ipg	121	3	literature	literature	NN
cord-302553-d0hk4ipg	121	4	has	have	VBZ
cord-302553-d0hk4ipg	121	5	several	several	JJ
cord-302553-d0hk4ipg	121	6	key	key	JJ
cord-302553-d0hk4ipg	121	7	limitations	limitation	NNS
cord-302553-d0hk4ipg	121	8	.	.	.
cord-302553-d0hk4ipg	122	1	Firstly	firstly	RB
cord-302553-d0hk4ipg	122	2	,	,	,
cord-302553-d0hk4ipg	122	3	the	the	DT
cord-302553-d0hk4ipg	122	4	abovementioned	abovementioned	JJ
cord-302553-d0hk4ipg	122	5	studies	study	NNS
cord-302553-d0hk4ipg	122	6	have	have	VBP
cord-302553-d0hk4ipg	122	7	mainly	mainly	RB
cord-302553-d0hk4ipg	122	8	focused	focus	VBN
cord-302553-d0hk4ipg	122	9	on	on	IN
cord-302553-d0hk4ipg	122	10	a	a	DT
cord-302553-d0hk4ipg	122	11	single	single	JJ
cord-302553-d0hk4ipg	122	12	aspect	aspect	NN
cord-302553-d0hk4ipg	122	13	of	of	IN
cord-302553-d0hk4ipg	122	14	text	text	NN
cord-302553-d0hk4ipg	122	15	processing	processing	NN
cord-302553-d0hk4ipg	122	16	,	,	,
cord-302553-d0hk4ipg	122	17	sentiment	sentiment	NN
cord-302553-d0hk4ipg	122	18	classification	classification	NN
cord-302553-d0hk4ipg	122	19	or	or	CC
cord-302553-d0hk4ipg	122	20	flu	flu	NN
cord-302553-d0hk4ipg	122	21	tracking	tracking	NN
cord-302553-d0hk4ipg	122	22	[	[	-LRB-
cord-302553-d0hk4ipg	122	23	43	43	CD
cord-302553-d0hk4ipg	122	24	,	,	,
cord-302553-d0hk4ipg	122	25	62	62	CD
cord-302553-d0hk4ipg	122	26	]	]	-RRB-
cord-302553-d0hk4ipg	122	27	.	.	.
cord-302553-d0hk4ipg	123	1	More	more	RBR
cord-302553-d0hk4ipg	123	2	importantly	importantly	RB
cord-302553-d0hk4ipg	123	3	,	,	,
cord-302553-d0hk4ipg	123	4	these	these	DT
cord-302553-d0hk4ipg	123	5	papers	paper	NNS
cord-302553-d0hk4ipg	123	6	do	do	VBP
cord-302553-d0hk4ipg	123	7	not	not	RB
cord-302553-d0hk4ipg	123	8	adequately	adequately	RB
cord-302553-d0hk4ipg	123	9	consider	consider	VB
cord-302553-d0hk4ipg	123	10	the	the	DT
cord-302553-d0hk4ipg	123	11	influence	influence	NN
cord-302553-d0hk4ipg	123	12	of	of	IN
cord-302553-d0hk4ipg	123	13	sentiment	sentiment	NN
cord-302553-d0hk4ipg	123	14	polarity	polarity	NN
cord-302553-d0hk4ipg	123	15	on	on	IN
cord-302553-d0hk4ipg	123	16	the	the	DT
cord-302553-d0hk4ipg	123	17	classification	classification	NN
cord-302553-d0hk4ipg	123	18	of	of	IN
cord-302553-d0hk4ipg	123	19	flu	flu	NN
cord-302553-d0hk4ipg	123	20	-	-	HYPH
cord-302553-d0hk4ipg	123	21	related	relate	VBN
cord-302553-d0hk4ipg	123	22	weibos	weibos	NNP
cord-302553-d0hk4ipg	123	23	or	or	CC
cord-302553-d0hk4ipg	123	24	on	on	IN
cord-302553-d0hk4ipg	123	25	dividing	divide	VBG
cord-302553-d0hk4ipg	123	26	the	the	DT
cord-302553-d0hk4ipg	123	27	different	different	JJ
cord-302553-d0hk4ipg	123	28	periods	period	NNS
cord-302553-d0hk4ipg	123	29	of	of	IN
cord-302553-d0hk4ipg	123	30	flu	flu	NN
cord-302553-d0hk4ipg	123	31	-	-	HYPH
cord-302553-d0hk4ipg	123	32	related	relate	VBN
cord-302553-d0hk4ipg	123	33	weibos	weibos	NNP
cord-302553-d0hk4ipg	123	34	[	[	-LRB-
cord-302553-d0hk4ipg	123	35	50	50	CD
cord-302553-d0hk4ipg	123	36	]	]	-RRB-
cord-302553-d0hk4ipg	123	37	.	.	.
cord-302553-d0hk4ipg	124	1	Therefore	therefore	RB
cord-302553-d0hk4ipg	124	2	,	,	,
cord-302553-d0hk4ipg	124	3	this	this	DT
cord-302553-d0hk4ipg	124	4	paper	paper	NN
cord-302553-d0hk4ipg	124	5	incorporates	incorporate	VBZ
cord-302553-d0hk4ipg	124	6	sentiment	sentiment	NN
cord-302553-d0hk4ipg	124	7	factors	factor	NNS
cord-302553-d0hk4ipg	124	8	into	into	IN
cord-302553-d0hk4ipg	124	9	flu	flu	NN
cord-302553-d0hk4ipg	124	10	surveillance	surveillance	NN
cord-302553-d0hk4ipg	124	11	research	research	NN
cord-302553-d0hk4ipg	124	12	,	,	,
cord-302553-d0hk4ipg	124	13	and	and	CC
cord-302553-d0hk4ipg	124	14	the	the	DT
cord-302553-d0hk4ipg	124	15	period	period	NN
cord-302553-d0hk4ipg	124	16	classifications	classification	NNS
cord-302553-d0hk4ipg	124	17	of	of	IN
cord-302553-d0hk4ipg	124	18	flu	flu	NN
cord-302553-d0hk4ipg	124	19	-	-	HYPH
cord-302553-d0hk4ipg	124	20	related	relate	VBN
cord-302553-d0hk4ipg	124	21	weibos	weibo	NNS
cord-302553-d0hk4ipg	124	22	are	be	VBP
cord-302553-d0hk4ipg	124	23	probed	probe	VBN
cord-302553-d0hk4ipg	124	24	.	.	.
cord-302553-d0hk4ipg	125	1	Second	second	JJ
cord-302553-d0hk4ipg	125	2	,	,	,
cord-302553-d0hk4ipg	125	3	neural	neural	JJ
cord-302553-d0hk4ipg	125	4	network	network	NN
cord-302553-d0hk4ipg	125	5	techniques	technique	NNS
cord-302553-d0hk4ipg	125	6	are	be	VBP
cord-302553-d0hk4ipg	125	7	used	use	VBN
cord-302553-d0hk4ipg	125	8	to	to	TO
cord-302553-d0hk4ipg	125	9	process	process	VB
cord-302553-d0hk4ipg	125	10	the	the	DT
cord-302553-d0hk4ipg	125	11	weibos	weibos	NNP
cord-302553-d0hk4ipg	125	12	at	at	IN
cord-302553-d0hk4ipg	125	13	the	the	DT
cord-302553-d0hk4ipg	125	14	text	text	NN
cord-302553-d0hk4ipg	125	15	level	level	NN
cord-302553-d0hk4ipg	125	16	[	[	-LRB-
cord-302553-d0hk4ipg	125	17	61	61	CD
cord-302553-d0hk4ipg	125	18	,	,	,
cord-302553-d0hk4ipg	125	19	65	65	CD
cord-302553-d0hk4ipg	125	20	]	]	-RRB-
cord-302553-d0hk4ipg	125	21	.	.	.
cord-302553-d0hk4ipg	126	1	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	126	2	networks	network	NNS
cord-302553-d0hk4ipg	126	3	can	can	MD
cord-302553-d0hk4ipg	126	4	be	be	VB
cord-302553-d0hk4ipg	126	5	used	use	VBN
cord-302553-d0hk4ipg	126	6	for	for	IN
cord-302553-d0hk4ipg	126	7	sentiment	sentiment	NN
cord-302553-d0hk4ipg	126	8	analysis	analysis	NN
cord-302553-d0hk4ipg	126	9	of	of	IN
cord-302553-d0hk4ipg	126	10	film	film	NN
cord-302553-d0hk4ipg	126	11	reviews	review	NNS
cord-302553-d0hk4ipg	126	12	,	,	,
cord-302553-d0hk4ipg	126	13	part	part	NN
cord-302553-d0hk4ipg	126	14	-	-	HYPH
cord-302553-d0hk4ipg	126	15	of	of	IN
cord-302553-d0hk4ipg	126	16	-	-	HYPH
cord-302553-d0hk4ipg	126	17	speech	speech	NN
cord-302553-d0hk4ipg	126	18	tagging	tagging	NN
cord-302553-d0hk4ipg	126	19	,	,	,
cord-302553-d0hk4ipg	126	20	and	and	CC
cord-302553-d0hk4ipg	126	21	other	other	JJ
cord-302553-d0hk4ipg	126	22	fields	field	NNS
cord-302553-d0hk4ipg	126	23	[	[	-LRB-
cord-302553-d0hk4ipg	126	24	60	60	CD
cord-302553-d0hk4ipg	126	25	]	]	-RRB-
cord-302553-d0hk4ipg	126	26	.	.	.
cord-302553-d0hk4ipg	127	1	Previous	previous	JJ
cord-302553-d0hk4ipg	127	2	studies	study	NNS
cord-302553-d0hk4ipg	127	3	show	show	VBP
cord-302553-d0hk4ipg	127	4	that	that	IN
cord-302553-d0hk4ipg	127	5	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	127	6	performs	perform	VBZ
cord-302553-d0hk4ipg	127	7	relatively	relatively	RB
cord-302553-d0hk4ipg	127	8	well	well	RB
cord-302553-d0hk4ipg	127	9	in	in	IN
cord-302553-d0hk4ipg	127	10	text	text	NN
cord-302553-d0hk4ipg	127	11	processing	processing	NN
cord-302553-d0hk4ipg	127	12	but	but	CC
cord-302553-d0hk4ipg	127	13	has	have	VBZ
cord-302553-d0hk4ipg	127	14	been	be	VBN
cord-302553-d0hk4ipg	127	15	rarely	rarely	RB
cord-302553-d0hk4ipg	127	16	used	use	VBN
cord-302553-d0hk4ipg	127	17	for	for	IN
cord-302553-d0hk4ipg	127	18	disease	disease	NNP
cord-302553-d0hk4ipg	127	19	weibo	weibo	NNP
cord-302553-d0hk4ipg	127	20	analysis	analysis	NNP
cord-302553-d0hk4ipg	127	21	.	.	.
cord-302553-d0hk4ipg	128	1	To	to	TO
cord-302553-d0hk4ipg	128	2	fill	fill	VB
cord-302553-d0hk4ipg	128	3	in	in	RP
cord-302553-d0hk4ipg	128	4	this	this	DT
cord-302553-d0hk4ipg	128	5	gap	gap	NN
cord-302553-d0hk4ipg	128	6	,	,	,
cord-302553-d0hk4ipg	128	7	this	this	DT
cord-302553-d0hk4ipg	128	8	paper	paper	NN
cord-302553-d0hk4ipg	128	9	aims	aim	VBZ
cord-302553-d0hk4ipg	128	10	to	to	TO
cord-302553-d0hk4ipg	128	11	investigate	investigate	VB
cord-302553-d0hk4ipg	128	12	the	the	DT
cord-302553-d0hk4ipg	128	13	relationship	relationship	NN
cord-302553-d0hk4ipg	128	14	between	between	IN
cord-302553-d0hk4ipg	128	15	sentiment	sentiment	NN
cord-302553-d0hk4ipg	128	16	polarity	polarity	NN
cord-302553-d0hk4ipg	128	17	and	and	CC
cord-302553-d0hk4ipg	128	18	the	the	DT
cord-302553-d0hk4ipg	128	19	flu	flu	NN
cord-302553-d0hk4ipg	128	20	period	period	NN
cord-302553-d0hk4ipg	128	21	at	at	IN
cord-302553-d0hk4ipg	128	22	the	the	DT
cord-302553-d0hk4ipg	128	23	word	word	NN
cord-302553-d0hk4ipg	128	24	level	level	NN
cord-302553-d0hk4ipg	128	25	and	and	CC
cord-302553-d0hk4ipg	128	26	text	text	NN
cord-302553-d0hk4ipg	128	27	level	level	NN
cord-302553-d0hk4ipg	128	28	based	base	VBN
cord-302553-d0hk4ipg	128	29	on	on	IN
cord-302553-d0hk4ipg	128	30	a	a	DT
cord-302553-d0hk4ipg	128	31	weibo	weibo	NNP
cord-302553-d0hk4ipg	128	32	dataset	dataset	NN
cord-302553-d0hk4ipg	128	33	.	.	.
cord-302553-d0hk4ipg	129	1	The	the	DT
cord-302553-d0hk4ipg	129	2	main	main	JJ
cord-302553-d0hk4ipg	129	3	research	research	NN
cord-302553-d0hk4ipg	129	4	rationale	rationale	NN
cord-302553-d0hk4ipg	129	5	of	of	IN
cord-302553-d0hk4ipg	129	6	this	this	DT
cord-302553-d0hk4ipg	129	7	study	study	NN
cord-302553-d0hk4ipg	129	8	is	be	VBZ
cord-302553-d0hk4ipg	129	9	straightforward	straightforward	JJ
cord-302553-d0hk4ipg	129	10	,	,	,
cord-302553-d0hk4ipg	129	11	i.e.	i.e.	FW
cord-302553-d0hk4ipg	129	12	,	,	,
cord-302553-d0hk4ipg	129	13	first	first	RB
cord-302553-d0hk4ipg	129	14	,	,	,
cord-302553-d0hk4ipg	129	15	to	to	TO
cord-302553-d0hk4ipg	129	16	investigate	investigate	VB
cord-302553-d0hk4ipg	129	17	the	the	DT
cord-302553-d0hk4ipg	129	18	relationship	relationship	NN
cord-302553-d0hk4ipg	129	19	between	between	IN
cord-302553-d0hk4ipg	129	20	the	the	DT
cord-302553-d0hk4ipg	129	21	sentiment	sentiment	NN
cord-302553-d0hk4ipg	129	22	polarity	polarity	NN
cord-302553-d0hk4ipg	129	23	and	and	CC
cord-302553-d0hk4ipg	129	24	the	the	DT
cord-302553-d0hk4ipg	129	25	flu	flu	NN
cord-302553-d0hk4ipg	129	26	period	period	NN
cord-302553-d0hk4ipg	129	27	from	from	IN
cord-302553-d0hk4ipg	129	28	social	social	JJ
cord-302553-d0hk4ipg	129	29	networks	network	NNS
cord-302553-d0hk4ipg	129	30	,	,	,
cord-302553-d0hk4ipg	129	31	and	and	CC
cord-302553-d0hk4ipg	129	32	second	second	RB
cord-302553-d0hk4ipg	129	33	,	,	,
cord-302553-d0hk4ipg	129	34	to	to	TO
cord-302553-d0hk4ipg	129	35	optimize	optimize	VB
cord-302553-d0hk4ipg	129	36	the	the	DT
cord-302553-d0hk4ipg	129	37	disease	disease	NN
cord-302553-d0hk4ipg	129	38	detecting	detect	VBG
cord-302553-d0hk4ipg	129	39	process	process	NN
cord-302553-d0hk4ipg	129	40	by	by	IN
cord-302553-d0hk4ipg	129	41	predicting	predict	VBG
cord-302553-d0hk4ipg	129	42	the	the	DT
cord-302553-d0hk4ipg	129	43	different	different	JJ
cord-302553-d0hk4ipg	129	44	periods	period	NNS
cord-302553-d0hk4ipg	129	45	of	of	IN
cord-302553-d0hk4ipg	129	46	flu	flu	NN
cord-302553-d0hk4ipg	129	47	.	.	.
cord-302553-d0hk4ipg	130	1	The	the	DT
cord-302553-d0hk4ipg	130	2	model	model	NN
cord-302553-d0hk4ipg	130	3	proposed	propose	VBN
cord-302553-d0hk4ipg	130	4	in	in	IN
cord-302553-d0hk4ipg	130	5	this	this	DT
cord-302553-d0hk4ipg	130	6	paper	paper	NN
cord-302553-d0hk4ipg	130	7	can	can	MD
cord-302553-d0hk4ipg	130	8	detect	detect	VB
cord-302553-d0hk4ipg	130	9	infectious	infectious	JJ
cord-302553-d0hk4ipg	130	10	diseases	disease	NNS
cord-302553-d0hk4ipg	130	11	through	through	IN
cord-302553-d0hk4ipg	130	12	multiple	multiple	JJ
cord-302553-d0hk4ipg	130	13	channels	channel	NNS
cord-302553-d0hk4ipg	130	14	;	;	:
cord-302553-d0hk4ipg	130	15	they	-PRON-	PRP
cord-302553-d0hk4ipg	130	16	can	can	MD
cord-302553-d0hk4ipg	130	17	be	be	VB
cord-302553-d0hk4ipg	130	18	perceived	perceive	VBN
cord-302553-d0hk4ipg	130	19	earlier	early	RBR
cord-302553-d0hk4ipg	130	20	and	and	CC
cord-302553-d0hk4ipg	130	21	the	the	DT
cord-302553-d0hk4ipg	130	22	model	model	NN
cord-302553-d0hk4ipg	130	23	larger	large	JJR
cord-302553-d0hk4ipg	130	24	populations	population	NNS
cord-302553-d0hk4ipg	130	25	and	and	CC
cord-302553-d0hk4ipg	130	26	more	more	JJR
cord-302553-d0hk4ipg	130	27	efficiency	efficiency	NN
cord-302553-d0hk4ipg	130	28	than	than	IN
cord-302553-d0hk4ipg	130	29	traditional	traditional	JJ
cord-302553-d0hk4ipg	130	30	processes	process	NNS
cord-302553-d0hk4ipg	131	1	(	(	-LRB-
cord-302553-d0hk4ipg	131	2	See	see	VB
cord-302553-d0hk4ipg	131	3	Figure	figure	NN
cord-302553-d0hk4ipg	131	4	2	2	CD
cord-302553-d0hk4ipg	131	5	)	)	-RRB-
cord-302553-d0hk4ipg	131	6	.	.	.
cord-302553-d0hk4ipg	132	1	As	as	IN
cord-302553-d0hk4ipg	132	2	the	the	DT
cord-302553-d0hk4ipg	132	3	"	"	``
cord-302553-d0hk4ipg	132	4	to	to	TO
cord-302553-d0hk4ipg	132	5	-	-	HYPH
cord-302553-d0hk4ipg	132	6	be	be	VB
cord-302553-d0hk4ipg	132	7	"	"	''
cord-302553-d0hk4ipg	132	8	process	process	NN
cord-302553-d0hk4ipg	132	9	optimized	optimize	VBN
cord-302553-d0hk4ipg	132	10	by	by	IN
cord-302553-d0hk4ipg	132	11	social	social	JJ
cord-302553-d0hk4ipg	132	12	media	medium	NNS
cord-302553-d0hk4ipg	132	13	,	,	,
cord-302553-d0hk4ipg	132	14	the	the	DT
cord-302553-d0hk4ipg	132	15	MC	MC	NNP
cord-302553-d0hk4ipg	132	16	-	-	HYPH
cord-302553-d0hk4ipg	132	17	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	132	18	process	process	NN
cord-302553-d0hk4ipg	132	19	can	can	MD
cord-302553-d0hk4ipg	132	20	improve	improve	VB
cord-302553-d0hk4ipg	132	21	the	the	DT
cord-302553-d0hk4ipg	132	22	reliability	reliability	NN
cord-302553-d0hk4ipg	132	23	of	of	IN
cord-302553-d0hk4ipg	132	24	detecting	detect	VBG
cord-302553-d0hk4ipg	132	25	infectious	infectious	JJ
cord-302553-d0hk4ipg	132	26	disease	disease	NN
cord-302553-d0hk4ipg	132	27	and	and	CC
cord-302553-d0hk4ipg	132	28	discover	discover	VB
cord-302553-d0hk4ipg	132	29	more	more	RBR
cord-302553-d0hk4ipg	132	30	infectious	infectious	JJ
cord-302553-d0hk4ipg	132	31	people	people	NNS
cord-302553-d0hk4ipg	132	32	.	.	.
cord-302553-d0hk4ipg	133	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	133	2	recognizes	recognize	VBZ
cord-302553-d0hk4ipg	133	3	the	the	DT
cord-302553-d0hk4ipg	133	4	disease	disease	NN
cord-302553-d0hk4ipg	133	5	periods	period	NNS
cord-302553-d0hk4ipg	133	6	earlier	early	RBR
cord-302553-d0hk4ipg	133	7	and	and	CC
cord-302553-d0hk4ipg	133	8	works	work	VBZ
cord-302553-d0hk4ipg	133	9	in	in	IN
cord-302553-d0hk4ipg	133	10	an	an	DT
cord-302553-d0hk4ipg	133	11	efficient	efficient	JJ
cord-302553-d0hk4ipg	133	12	way	way	NN
cord-302553-d0hk4ipg	133	13	.	.	.
cord-302553-d0hk4ipg	134	1	Next	next	RB
cord-302553-d0hk4ipg	134	2	,	,	,
cord-302553-d0hk4ipg	134	3	we	-PRON-	PRP
cord-302553-d0hk4ipg	134	4	propose	propose	VBP
cord-302553-d0hk4ipg	134	5	4	4	CD
cord-302553-d0hk4ipg	134	6	propositions	proposition	NNS
cord-302553-d0hk4ipg	134	7	and	and	CC
cord-302553-d0hk4ipg	134	8	corresponding	correspond	VBG
cord-302553-d0hk4ipg	134	9	demonstrations	demonstration	NNS
cord-302553-d0hk4ipg	134	10	.	.	.
cord-302553-d0hk4ipg	135	1	Figure	figure	NN
cord-302553-d0hk4ipg	135	2	3	3	CD
cord-302553-d0hk4ipg	135	3	.	.	.
cord-302553-d0hk4ipg	136	1	Figure	figure	NN
cord-302553-d0hk4ipg	136	2	3a	3a	CD
cord-302553-d0hk4ipg	136	3	shows	show	VBZ
cord-302553-d0hk4ipg	136	4	the	the	DT
cord-302553-d0hk4ipg	136	5	logical	logical	JJ
cord-302553-d0hk4ipg	136	6	structure	structure	NN
cord-302553-d0hk4ipg	136	7	model	model	NN
cord-302553-d0hk4ipg	136	8	of	of	IN
cord-302553-d0hk4ipg	136	9	a	a	DT
cord-302553-d0hk4ipg	136	10	solitary	solitary	JJ
cord-302553-d0hk4ipg	136	11	channel	channel	NN
cord-302553-d0hk4ipg	136	12	,	,	,
cord-302553-d0hk4ipg	136	13	and	and	CC
cord-302553-d0hk4ipg	136	14	Figure	figure	NN
cord-302553-d0hk4ipg	136	15	3b	3b	CD
cord-302553-d0hk4ipg	136	16	shows	show	VBZ
cord-302553-d0hk4ipg	136	17	the	the	DT
cord-302553-d0hk4ipg	136	18	logical	logical	JJ
cord-302553-d0hk4ipg	136	19	structure	structure	NN
cord-302553-d0hk4ipg	136	20	model	model	NN
cord-302553-d0hk4ipg	136	21	for	for	IN
cord-302553-d0hk4ipg	136	22	multiple	multiple	JJ
cord-302553-d0hk4ipg	136	23	channels	channel	NNS
cord-302553-d0hk4ipg	136	24	.	.	.
cord-302553-d0hk4ipg	137	1	The	the	DT
cord-302553-d0hk4ipg	137	2	upper	upper	JJ
cord-302553-d0hk4ipg	137	3	part	part	NN
cord-302553-d0hk4ipg	137	4	of	of	IN
cord-302553-d0hk4ipg	137	5	Figure	figure	NN
cord-302553-d0hk4ipg	137	6	2	2	CD
cord-302553-d0hk4ipg	137	7	is	be	VBZ
cord-302553-d0hk4ipg	137	8	a	a	DT
cord-302553-d0hk4ipg	137	9	schematic	schematic	JJ
cord-302553-d0hk4ipg	137	10	diagram	diagram	NN
cord-302553-d0hk4ipg	137	11	of	of	IN
cord-302553-d0hk4ipg	137	12	a	a	DT
cord-302553-d0hk4ipg	137	13	traditional	traditional	JJ
cord-302553-d0hk4ipg	137	14	solitary	solitary	JJ
cord-302553-d0hk4ipg	137	15	infectious	infectious	JJ
cord-302553-d0hk4ipg	137	16	disease	disease	NN
cord-302553-d0hk4ipg	137	17	detecting	detect	VBG
cord-302553-d0hk4ipg	137	18	process	process	NN
cord-302553-d0hk4ipg	137	19	.	.	.
cord-302553-d0hk4ipg	138	1	Patients	patient	NNS
cord-302553-d0hk4ipg	138	2	usually	usually	RB
cord-302553-d0hk4ipg	138	3	go	go	VBP
cord-302553-d0hk4ipg	138	4	to	to	IN
cord-302553-d0hk4ipg	138	5	the	the	DT
cord-302553-d0hk4ipg	138	6	hospital	hospital	NN
cord-302553-d0hk4ipg	138	7	when	when	WRB
cord-302553-d0hk4ipg	138	8	they	-PRON-	PRP
cord-302553-d0hk4ipg	138	9	have	have	VBP
cord-302553-d0hk4ipg	138	10	already	already	RB
cord-302553-d0hk4ipg	138	11	suffered	suffer	VBN
cord-302553-d0hk4ipg	138	12	influenza	influenza	NN
cord-302553-d0hk4ipg	138	13	.	.	.
cord-302553-d0hk4ipg	139	1	Only	only	RB
cord-302553-d0hk4ipg	139	2	afterwards	afterwards	RB
cord-302553-d0hk4ipg	139	3	it	-PRON-	PRP
cord-302553-d0hk4ipg	139	4	is	be	VBZ
cord-302553-d0hk4ipg	139	5	possible	possible	JJ
cord-302553-d0hk4ipg	139	6	for	for	IN
cord-302553-d0hk4ipg	139	7	the	the	DT
cord-302553-d0hk4ipg	139	8	CDC	CDC	NNP
cord-302553-d0hk4ipg	139	9	to	to	TO
cord-302553-d0hk4ipg	139	10	detect	detect	VB
cord-302553-d0hk4ipg	139	11	the	the	DT
cord-302553-d0hk4ipg	139	12	flu	flu	NN
cord-302553-d0hk4ipg	139	13	trends	trend	NNS
cord-302553-d0hk4ipg	139	14	of	of	IN
cord-302553-d0hk4ipg	139	15	the	the	DT
cord-302553-d0hk4ipg	139	16	whole	whole	JJ
cord-302553-d0hk4ipg	139	17	society	society	NN
cord-302553-d0hk4ipg	139	18	.	.	.
cord-302553-d0hk4ipg	140	1	In	in	IN
cord-302553-d0hk4ipg	140	2	the	the	DT
cord-302553-d0hk4ipg	140	3	"	"	``
cord-302553-d0hk4ipg	140	4	as	as	IN
cord-302553-d0hk4ipg	140	5	-	-	HYPH
cord-302553-d0hk4ipg	140	6	is	be	VBZ
cord-302553-d0hk4ipg	140	7	"	"	``
cord-302553-d0hk4ipg	140	8	process	process	NN
cord-302553-d0hk4ipg	140	9	,	,	,
cord-302553-d0hk4ipg	140	10	there	there	EX
cord-302553-d0hk4ipg	140	11	is	be	VBZ
cord-302553-d0hk4ipg	140	12	only	only	RB
cord-302553-d0hk4ipg	140	13	one	one	CD
cord-302553-d0hk4ipg	140	14	channel	channel	NN
cord-302553-d0hk4ipg	140	15	to	to	TO
cord-302553-d0hk4ipg	140	16	detect	detect	VB
cord-302553-d0hk4ipg	140	17	infectious	infectious	JJ
cord-302553-d0hk4ipg	140	18	diseases	disease	NNS
cord-302553-d0hk4ipg	140	19	,	,	,
cord-302553-d0hk4ipg	140	20	which	which	WDT
cord-302553-d0hk4ipg	140	21	is	be	VBZ
cord-302553-d0hk4ipg	140	22	through	through	IN
cord-302553-d0hk4ipg	140	23	hospital	hospital	NN
cord-302553-d0hk4ipg	140	24	institutions	institution	NNS
cord-302553-d0hk4ipg	140	25	.	.	.
cord-302553-d0hk4ipg	141	1	The	the	DT
cord-302553-d0hk4ipg	141	2	"	"	``
cord-302553-d0hk4ipg	141	3	as	as	IN
cord-302553-d0hk4ipg	141	4	-	-	HYPH
cord-302553-d0hk4ipg	141	5	is	be	VBZ
cord-302553-d0hk4ipg	141	6	"	"	``
cord-302553-d0hk4ipg	141	7	process	process	NN
cord-302553-d0hk4ipg	141	8	is	be	VBZ
cord-302553-d0hk4ipg	141	9	abbreviated	abbreviate	VBN
cord-302553-d0hk4ipg	141	10	as	as	IN
cord-302553-d0hk4ipg	141	11	SC	SC	NNP
cord-302553-d0hk4ipg	141	12	-	-	HYPH
cord-302553-d0hk4ipg	141	13	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	141	14	.	.	.
cord-302553-d0hk4ipg	142	1	The	the	DT
cord-302553-d0hk4ipg	142	2	"	"	``
cord-302553-d0hk4ipg	142	3	to	to	TO
cord-302553-d0hk4ipg	142	4	-	-	HYPH
cord-302553-d0hk4ipg	142	5	be	be	VB
cord-302553-d0hk4ipg	142	6	"	"	``
cord-302553-d0hk4ipg	142	7	process	process	NN
cord-302553-d0hk4ipg	142	8	is	be	VBZ
cord-302553-d0hk4ipg	142	9	the	the	DT
cord-302553-d0hk4ipg	142	10	multiple	multiple	JJ
cord-302553-d0hk4ipg	142	11	channel	channel	NN
cord-302553-d0hk4ipg	142	12	infectious	infectious	JJ
cord-302553-d0hk4ipg	142	13	disease	disease	NN
cord-302553-d0hk4ipg	142	14	detection	detection	NN
cord-302553-d0hk4ipg	142	15	process	process	NN
cord-302553-d0hk4ipg	142	16	(	(	-LRB-
cord-302553-d0hk4ipg	142	17	MC	MC	NNP
cord-302553-d0hk4ipg	142	18	-	-	HYPH
cord-302553-d0hk4ipg	142	19	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	142	20	)	)	-RRB-
cord-302553-d0hk4ipg	142	21	.	.	.
cord-302553-d0hk4ipg	143	1	The	the	DT
cord-302553-d0hk4ipg	143	2	bottom	bottom	JJ
cord-302553-d0hk4ipg	143	3	part	part	NN
cord-302553-d0hk4ipg	143	4	of	of	IN
cord-302553-d0hk4ipg	143	5	Figure	figure	NN
cord-302553-d0hk4ipg	143	6	2	2	CD
cord-302553-d0hk4ipg	143	7	illustrates	illustrate	VBZ
cord-302553-d0hk4ipg	143	8	the	the	DT
cord-302553-d0hk4ipg	143	9	MC	MC	NNP
cord-302553-d0hk4ipg	143	10	-	-	HYPH
cord-302553-d0hk4ipg	143	11	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	143	12	process	process	NN
cord-302553-d0hk4ipg	143	13	based	base	VBN
cord-302553-d0hk4ipg	143	14	on	on	IN
cord-302553-d0hk4ipg	143	15	social	social	JJ
cord-302553-d0hk4ipg	143	16	media	medium	NNS
cord-302553-d0hk4ipg	143	17	platforms	platform	NNS
cord-302553-d0hk4ipg	143	18	.	.	.
cord-302553-d0hk4ipg	144	1	MC	MC	NNP
cord-302553-d0hk4ipg	144	2	-	-	HYPH
cord-302553-d0hk4ipg	144	3	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	144	4	has	have	VBZ
cord-302553-d0hk4ipg	144	5	three	three	CD
cord-302553-d0hk4ipg	144	6	infectious	infectious	JJ
cord-302553-d0hk4ipg	144	7	disease	disease	NN
cord-302553-d0hk4ipg	144	8	detecting	detect	VBG
cord-302553-d0hk4ipg	144	9	channels	channel	NNS
cord-302553-d0hk4ipg	144	10	.	.	.
cord-302553-d0hk4ipg	145	1	Channel	Channel	NNP
cord-302553-d0hk4ipg	145	2	1	1	CD
cord-302553-d0hk4ipg	145	3	is	be	VBZ
cord-302553-d0hk4ipg	145	4	the	the	DT
cord-302553-d0hk4ipg	145	5	traditional	traditional	JJ
cord-302553-d0hk4ipg	145	6	infectious	infectious	JJ
cord-302553-d0hk4ipg	145	7	disease	disease	NN
cord-302553-d0hk4ipg	145	8	detecting	detect	VBG
cord-302553-d0hk4ipg	145	9	channel	channel	NN
cord-302553-d0hk4ipg	145	10	,	,	,
cord-302553-d0hk4ipg	145	11	mentioned	mention	VBN
cord-302553-d0hk4ipg	145	12	above	above	RB
cord-302553-d0hk4ipg	145	13	.	.	.
cord-302553-d0hk4ipg	146	1	Channel	Channel	NNP
cord-302553-d0hk4ipg	146	2	2	2	CD
cord-302553-d0hk4ipg	146	3	monitors	monitor	VBZ
cord-302553-d0hk4ipg	146	4	the	the	DT
cord-302553-d0hk4ipg	146	5	infectious	infectious	JJ
cord-302553-d0hk4ipg	146	6	diseases	disease	NNS
cord-302553-d0hk4ipg	146	7	by	by	IN
cord-302553-d0hk4ipg	146	8	using	use	VBG
cord-302553-d0hk4ipg	146	9	search	search	NN
cord-302553-d0hk4ipg	146	10	engines	engine	NNS
cord-302553-d0hk4ipg	146	11	[	[	-LRB-
cord-302553-d0hk4ipg	146	12	17	17	CD
cord-302553-d0hk4ipg	146	13	,	,	,
cord-302553-d0hk4ipg	146	14	18	18	CD
cord-302553-d0hk4ipg	146	15	]	]	-RRB-
cord-302553-d0hk4ipg	146	16	.	.	.
cord-302553-d0hk4ipg	147	1	This	this	DT
cord-302553-d0hk4ipg	147	2	paper	paper	NN
cord-302553-d0hk4ipg	147	3	constructs	construct	VBZ
cord-302553-d0hk4ipg	147	4	Channel	Channel	NNP
cord-302553-d0hk4ipg	147	5	3	3	CD
cord-302553-d0hk4ipg	147	6	to	to	TO
cord-302553-d0hk4ipg	147	7	detect	detect	VB
cord-302553-d0hk4ipg	147	8	infectious	infectious	JJ
cord-302553-d0hk4ipg	147	9	diseases	disease	NNS
cord-302553-d0hk4ipg	147	10	using	use	VBG
cord-302553-d0hk4ipg	147	11	social	social	JJ
cord-302553-d0hk4ipg	147	12	media	medium	NNS
cord-302553-d0hk4ipg	147	13	data	datum	NNS
cord-302553-d0hk4ipg	147	14	.	.	.
cord-302553-d0hk4ipg	148	1	Compared	compare	VBN
cord-302553-d0hk4ipg	148	2	with	with	IN
cord-302553-d0hk4ipg	148	3	Channel	Channel	NNP
cord-302553-d0hk4ipg	148	4	1	1	CD
cord-302553-d0hk4ipg	148	5	and	and	CC
cord-302553-d0hk4ipg	148	6	2	2	CD
cord-302553-d0hk4ipg	148	7	,	,	,
cord-302553-d0hk4ipg	148	8	Channel	Channel	NNP
cord-302553-d0hk4ipg	148	9	3	3	CD
cord-302553-d0hk4ipg	148	10	enables	enable	VBZ
cord-302553-d0hk4ipg	148	11	more	more	JJR
cord-302553-d0hk4ipg	148	12	effective	effective	JJ
cord-302553-d0hk4ipg	148	13	disease	disease	NN
cord-302553-d0hk4ipg	148	14	detection	detection	NN
cord-302553-d0hk4ipg	148	15	for	for	IN
cord-302553-d0hk4ipg	148	16	the	the	DT
cord-302553-d0hk4ipg	148	17	following	follow	VBG
cord-302553-d0hk4ipg	148	18	three	three	CD
cord-302553-d0hk4ipg	148	19	reasons	reason	NNS
cord-302553-d0hk4ipg	148	20	.	.	.
cord-302553-d0hk4ipg	149	1	First	first	RB
cord-302553-d0hk4ipg	149	2	,	,	,
cord-302553-d0hk4ipg	149	3	the	the	DT
cord-302553-d0hk4ipg	149	4	traditional	traditional	JJ
cord-302553-d0hk4ipg	149	5	Channel	Channel	NNP
cord-302553-d0hk4ipg	149	6	1	1	CD
cord-302553-d0hk4ipg	149	7	is	be	VBZ
cord-302553-d0hk4ipg	149	8	not	not	RB
cord-302553-d0hk4ipg	149	9	able	able	JJ
cord-302553-d0hk4ipg	149	10	to	to	TO
cord-302553-d0hk4ipg	149	11	use	use	VB
cord-302553-d0hk4ipg	149	12	social	social	JJ
cord-302553-d0hk4ipg	149	13	media	medium	NNS
cord-302553-d0hk4ipg	149	14	data	datum	NNS
cord-302553-d0hk4ipg	149	15	to	to	TO
cord-302553-d0hk4ipg	149	16	detect	detect	VB
cord-302553-d0hk4ipg	149	17	diseases	disease	NNS
cord-302553-d0hk4ipg	149	18	,	,	,
cord-302553-d0hk4ipg	149	19	such	such	JJ
cord-302553-d0hk4ipg	149	20	as	as	IN
cord-302553-d0hk4ipg	149	21	flu	flu	NN
cord-302553-d0hk4ipg	149	22	,	,	,
cord-302553-d0hk4ipg	149	23	whereas	whereas	IN
cord-302553-d0hk4ipg	149	24	Channel	Channel	NNP
cord-302553-d0hk4ipg	149	25	2	2	CD
cord-302553-d0hk4ipg	149	26	and	and	CC
cord-302553-d0hk4ipg	149	27	Channel	Channel	NNP
cord-302553-d0hk4ipg	149	28	3	3	CD
cord-302553-d0hk4ipg	149	29	can	can	MD
cord-302553-d0hk4ipg	149	30	use	use	VB
cord-302553-d0hk4ipg	149	31	these	these	DT
cord-302553-d0hk4ipg	149	32	data	datum	NNS
cord-302553-d0hk4ipg	149	33	.	.	.
cord-302553-d0hk4ipg	150	1	Second	second	JJ
cord-302553-d0hk4ipg	150	2	,	,	,
cord-302553-d0hk4ipg	150	3	search	search	NN
cord-302553-d0hk4ipg	150	4	engines	engine	NNS
cord-302553-d0hk4ipg	150	5	can	can	MD
cord-302553-d0hk4ipg	150	6	detect	detect	VB
cord-302553-d0hk4ipg	150	7	the	the	DT
cord-302553-d0hk4ipg	150	8	keywords	keyword	NNS
cord-302553-d0hk4ipg	150	9	of	of	IN
cord-302553-d0hk4ipg	150	10	the	the	DT
cord-302553-d0hk4ipg	150	11	corresponding	corresponding	JJ
cord-302553-d0hk4ipg	150	12	flu	flu	NN
cord-302553-d0hk4ipg	150	13	symptoms	symptom	NNS
cord-302553-d0hk4ipg	150	14	and	and	CC
cord-302553-d0hk4ipg	150	15	treatments	treatment	NNS
cord-302553-d0hk4ipg	150	16	in	in	IN
cord-302553-d0hk4ipg	150	17	Channel	Channel	NNP
cord-302553-d0hk4ipg	150	18	2	2	CD
cord-302553-d0hk4ipg	150	19	when	when	WRB
cord-302553-d0hk4ipg	150	20	people	people	NNS
cord-302553-d0hk4ipg	150	21	realize	realize	VBP
cord-302553-d0hk4ipg	150	22	that	that	IN
cord-302553-d0hk4ipg	150	23	they	-PRON-	PRP
cord-302553-d0hk4ipg	150	24	have	have	VBP
cord-302553-d0hk4ipg	150	25	the	the	DT
cord-302553-d0hk4ipg	150	26	flu	flu	NN
cord-302553-d0hk4ipg	150	27	.	.	.
cord-302553-d0hk4ipg	151	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	151	2	neglects	neglect	VBZ
cord-302553-d0hk4ipg	151	3	some	some	DT
cord-302553-d0hk4ipg	151	4	of	of	IN
cord-302553-d0hk4ipg	151	5	the	the	DT
cord-302553-d0hk4ipg	151	6	patients	patient	NNS
cord-302553-d0hk4ipg	151	7	who	who	WP
cord-302553-d0hk4ipg	151	8	have	have	VBP
cord-302553-d0hk4ipg	151	9	caught	catch	VBN
cord-302553-d0hk4ipg	151	10	the	the	DT
cord-302553-d0hk4ipg	151	11	flu	flu	NN
cord-302553-d0hk4ipg	151	12	but	but	CC
cord-302553-d0hk4ipg	151	13	do	do	VBP
cord-302553-d0hk4ipg	151	14	not	not	RB
cord-302553-d0hk4ipg	151	15	search	search	VB
cord-302553-d0hk4ipg	151	16	for	for	IN
cord-302553-d0hk4ipg	151	17	flu	flu	NN
cord-302553-d0hk4ipg	151	18	keywords	keyword	NNS
cord-302553-d0hk4ipg	151	19	and	and	CC
cord-302553-d0hk4ipg	151	20	simultaneously	simultaneously	RB
cord-302553-d0hk4ipg	151	21	adds	add	VBZ
cord-302553-d0hk4ipg	151	22	fake	fake	JJ
cord-302553-d0hk4ipg	151	23	patients	patient	NNS
cord-302553-d0hk4ipg	151	24	who	who	WP
cord-302553-d0hk4ipg	151	25	run	run	VBP
cord-302553-d0hk4ipg	151	26	the	the	DT
cord-302553-d0hk4ipg	151	27	search	search	NN
cord-302553-d0hk4ipg	151	28	engine	engine	NN
cord-302553-d0hk4ipg	151	29	for	for	IN
cord-302553-d0hk4ipg	151	30	flu	flu	NN
cord-302553-d0hk4ipg	151	31	keywords	keyword	NNS
cord-302553-d0hk4ipg	151	32	without	without	IN
cord-302553-d0hk4ipg	151	33	flu	flu	NN
cord-302553-d0hk4ipg	151	34	.	.	.
cord-302553-d0hk4ipg	152	1	Third	third	RB
cord-302553-d0hk4ipg	152	2	,	,	,
cord-302553-d0hk4ipg	152	3	although	although	IN
cord-302553-d0hk4ipg	152	4	people	people	NNS
cord-302553-d0hk4ipg	152	5	do	do	VBP
cord-302553-d0hk4ipg	152	6	not	not	RB
cord-302553-d0hk4ipg	152	7	realize	realize	VB
cord-302553-d0hk4ipg	152	8	that	that	IN
cord-302553-d0hk4ipg	152	9	they	-PRON-	PRP
cord-302553-d0hk4ipg	152	10	have	have	VBP
cord-302553-d0hk4ipg	152	11	caught	catch	VBN
cord-302553-d0hk4ipg	152	12	the	the	DT
cord-302553-d0hk4ipg	152	13	flu	flu	NN
cord-302553-d0hk4ipg	152	14	,	,	,
cord-302553-d0hk4ipg	152	15	they	-PRON-	PRP
cord-302553-d0hk4ipg	152	16	usually	usually	RB
cord-302553-d0hk4ipg	152	17	post	post	VBP
cord-302553-d0hk4ipg	152	18	tweets	tweet	NNS
cord-302553-d0hk4ipg	152	19	via	via	IN
cord-302553-d0hk4ipg	152	20	social	social	JJ
cord-302553-d0hk4ipg	152	21	media	medium	NNS
cord-302553-d0hk4ipg	152	22	to	to	TO
cord-302553-d0hk4ipg	152	23	reflect	reflect	VB
cord-302553-d0hk4ipg	152	24	their	-PRON-	PRP$
cord-302553-d0hk4ipg	152	25	feelings	feeling	NNS
cord-302553-d0hk4ipg	152	26	,	,	,
cord-302553-d0hk4ipg	152	27	opinions	opinion	NNS
cord-302553-d0hk4ipg	152	28	and	and	CC
cord-302553-d0hk4ipg	152	29	behaviors	behavior	NNS
cord-302553-d0hk4ipg	152	30	,	,	,
cord-302553-d0hk4ipg	152	31	which	which	WDT
cord-302553-d0hk4ipg	152	32	can	can	MD
cord-302553-d0hk4ipg	152	33	be	be	VB
cord-302553-d0hk4ipg	152	34	detected	detect	VBN
cord-302553-d0hk4ipg	152	35	by	by	IN
cord-302553-d0hk4ipg	152	36	Channel	Channel	NNP
cord-302553-d0hk4ipg	152	37	3	3	CD
cord-302553-d0hk4ipg	152	38	.	.	.
cord-302553-d0hk4ipg	153	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	153	2	helps	help	VBZ
cord-302553-d0hk4ipg	153	3	the	the	DT
cord-302553-d0hk4ipg	153	4	CDC	CDC	NNP
cord-302553-d0hk4ipg	153	5	to	to	TO
cord-302553-d0hk4ipg	153	6	analyze	analyze	VB
cord-302553-d0hk4ipg	153	7	social	social	JJ
cord-302553-d0hk4ipg	153	8	media	medium	NNS
cord-302553-d0hk4ipg	153	9	data	datum	NNS
cord-302553-d0hk4ipg	153	10	to	to	TO
cord-302553-d0hk4ipg	153	11	discover	discover	VB
cord-302553-d0hk4ipg	153	12	early	early	JJ
cord-302553-d0hk4ipg	153	13	flu	flu	NN
cord-302553-d0hk4ipg	153	14	trends	trend	NNS
cord-302553-d0hk4ipg	153	15	.	.	.
cord-302553-d0hk4ipg	154	1	Additionally	additionally	RB
cord-302553-d0hk4ipg	154	2	,	,	,
cord-302553-d0hk4ipg	154	3	Channel	Channel	NNP
cord-302553-d0hk4ipg	154	4	3	3	CD
cord-302553-d0hk4ipg	154	5	can	can	MD
cord-302553-d0hk4ipg	154	6	not	not	RB
cord-302553-d0hk4ipg	154	7	only	only	RB
cord-302553-d0hk4ipg	154	8	monitor	monitor	VB
cord-302553-d0hk4ipg	154	9	infectious	infectious	JJ
cord-302553-d0hk4ipg	154	10	disease	disease	NN
cord-302553-d0hk4ipg	154	11	outbreaks	outbreak	NNS
cord-302553-d0hk4ipg	154	12	in	in	IN
cord-302553-d0hk4ipg	154	13	early	early	JJ
cord-302553-d0hk4ipg	154	14	stages	stage	NNS
cord-302553-d0hk4ipg	154	15	but	but	CC
cord-302553-d0hk4ipg	154	16	also	also	RB
cord-302553-d0hk4ipg	154	17	identify	identify	VB
cord-302553-d0hk4ipg	154	18	the	the	DT
cord-302553-d0hk4ipg	154	19	flu	flu	NN
cord-302553-d0hk4ipg	154	20	period	period	NN
cord-302553-d0hk4ipg	154	21	.	.	.
cord-302553-d0hk4ipg	155	1	The	the	DT
cord-302553-d0hk4ipg	155	2	content	content	NN
cord-302553-d0hk4ipg	155	3	inside	inside	IN
cord-302553-d0hk4ipg	155	4	the	the	DT
cord-302553-d0hk4ipg	155	5	dotted	dotted	JJ
cord-302553-d0hk4ipg	155	6	line	line	NN
cord-302553-d0hk4ipg	155	7	(	(	-LRB-
cord-302553-d0hk4ipg	155	8	shown	show	VBN
cord-302553-d0hk4ipg	155	9	in	in	IN
cord-302553-d0hk4ipg	155	10	Figure	figure	NN
cord-302553-d0hk4ipg	155	11	2	2	CD
cord-302553-d0hk4ipg	155	12	)	)	-RRB-
cord-302553-d0hk4ipg	155	13	is	be	VBZ
cord-302553-d0hk4ipg	155	14	the	the	DT
cord-302553-d0hk4ipg	155	15	main	main	JJ
cord-302553-d0hk4ipg	155	16	research	research	NN
cord-302553-d0hk4ipg	155	17	content	content	NN
cord-302553-d0hk4ipg	155	18	of	of	IN
cord-302553-d0hk4ipg	155	19	this	this	DT
cord-302553-d0hk4ipg	155	20	paper	paper	NN
cord-302553-d0hk4ipg	155	21	,	,	,
cord-302553-d0hk4ipg	155	22	which	which	WDT
cord-302553-d0hk4ipg	155	23	aims	aim	VBZ
cord-302553-d0hk4ipg	155	24	to	to	TO
cord-302553-d0hk4ipg	155	25	find	find	VB
cord-302553-d0hk4ipg	155	26	the	the	DT
cord-302553-d0hk4ipg	155	27	flu	flu	NN
cord-302553-d0hk4ipg	155	28	-	-	HYPH
cord-302553-d0hk4ipg	155	29	related	relate	VBN
cord-302553-d0hk4ipg	155	30	weibos	weibos	NNP
cord-302553-d0hk4ipg	155	31	and	and	CC
cord-302553-d0hk4ipg	155	32	further	further	RB
cord-302553-d0hk4ipg	155	33	determine	determine	VB
cord-302553-d0hk4ipg	155	34	the	the	DT
cord-302553-d0hk4ipg	155	35	flu	flu	NN
cord-302553-d0hk4ipg	155	36	period	period	NN
cord-302553-d0hk4ipg	155	37	to	to	TO
cord-302553-d0hk4ipg	155	38	improve	improve	VB
cord-302553-d0hk4ipg	155	39	the	the	DT
cord-302553-d0hk4ipg	155	40	accuracy	accuracy	NN
cord-302553-d0hk4ipg	155	41	of	of	IN
cord-302553-d0hk4ipg	155	42	infectious	infectious	JJ
cord-302553-d0hk4ipg	155	43	disease	disease	NN
cord-302553-d0hk4ipg	155	44	detection	detection	NN
cord-302553-d0hk4ipg	155	45	.	.	.
cord-302553-d0hk4ipg	156	1	As	as	IN
cord-302553-d0hk4ipg	156	2	the	the	DT
cord-302553-d0hk4ipg	156	3	"	"	``
cord-302553-d0hk4ipg	156	4	to	to	TO
cord-302553-d0hk4ipg	156	5	-	-	HYPH
cord-302553-d0hk4ipg	156	6	be	be	VB
cord-302553-d0hk4ipg	156	7	"	"	''
cord-302553-d0hk4ipg	156	8	process	process	NN
cord-302553-d0hk4ipg	156	9	optimized	optimize	VBN
cord-302553-d0hk4ipg	156	10	by	by	IN
cord-302553-d0hk4ipg	156	11	social	social	JJ
cord-302553-d0hk4ipg	156	12	media	medium	NNS
cord-302553-d0hk4ipg	156	13	,	,	,
cord-302553-d0hk4ipg	156	14	the	the	DT
cord-302553-d0hk4ipg	156	15	MC	MC	NNP
cord-302553-d0hk4ipg	156	16	-	-	HYPH
cord-302553-d0hk4ipg	156	17	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	156	18	process	process	NN
cord-302553-d0hk4ipg	156	19	can	can	MD
cord-302553-d0hk4ipg	156	20	improve	improve	VB
cord-302553-d0hk4ipg	156	21	the	the	DT
cord-302553-d0hk4ipg	156	22	reliability	reliability	NN
cord-302553-d0hk4ipg	156	23	of	of	IN
cord-302553-d0hk4ipg	156	24	detecting	detect	VBG
cord-302553-d0hk4ipg	156	25	infectious	infectious	JJ
cord-302553-d0hk4ipg	156	26	disease	disease	NN
cord-302553-d0hk4ipg	156	27	and	and	CC
cord-302553-d0hk4ipg	156	28	discover	discover	VB
cord-302553-d0hk4ipg	156	29	more	more	RBR
cord-302553-d0hk4ipg	156	30	infectious	infectious	JJ
cord-302553-d0hk4ipg	156	31	people	people	NNS
cord-302553-d0hk4ipg	156	32	.	.	.
cord-302553-d0hk4ipg	157	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	157	2	recognizes	recognize	VBZ
cord-302553-d0hk4ipg	157	3	the	the	DT
cord-302553-d0hk4ipg	157	4	disease	disease	NN
cord-302553-d0hk4ipg	157	5	periods	period	NNS
cord-302553-d0hk4ipg	157	6	earlier	early	RBR
cord-302553-d0hk4ipg	157	7	and	and	CC
cord-302553-d0hk4ipg	157	8	works	work	VBZ
cord-302553-d0hk4ipg	157	9	in	in	IN
cord-302553-d0hk4ipg	157	10	an	an	DT
cord-302553-d0hk4ipg	157	11	efficient	efficient	JJ
cord-302553-d0hk4ipg	157	12	way	way	NN
cord-302553-d0hk4ipg	157	13	.	.	.
cord-302553-d0hk4ipg	158	1	Next	next	RB
cord-302553-d0hk4ipg	158	2	,	,	,
cord-302553-d0hk4ipg	158	3	we	-PRON-	PRP
cord-302553-d0hk4ipg	158	4	propose	propose	VBP
cord-302553-d0hk4ipg	158	5	4	4	CD
cord-302553-d0hk4ipg	158	6	propositions	proposition	NNS
cord-302553-d0hk4ipg	158	7	and	and	CC
cord-302553-d0hk4ipg	158	8	corresponding	correspond	VBG
cord-302553-d0hk4ipg	158	9	demonstrations	demonstration	NNS
cord-302553-d0hk4ipg	158	10	.	.	.
cord-302553-d0hk4ipg	159	1	Figure	figure	NN
cord-302553-d0hk4ipg	159	2	3	3	CD
cord-302553-d0hk4ipg	159	3	.	.	.
cord-302553-d0hk4ipg	160	1	Figure	figure	NN
cord-302553-d0hk4ipg	160	2	3a	3a	CD
cord-302553-d0hk4ipg	160	3	shows	show	VBZ
cord-302553-d0hk4ipg	160	4	the	the	DT
cord-302553-d0hk4ipg	160	5	logical	logical	JJ
cord-302553-d0hk4ipg	160	6	structure	structure	NN
cord-302553-d0hk4ipg	160	7	model	model	NN
cord-302553-d0hk4ipg	160	8	of	of	IN
cord-302553-d0hk4ipg	160	9	a	a	DT
cord-302553-d0hk4ipg	160	10	solitary	solitary	JJ
cord-302553-d0hk4ipg	160	11	channel	channel	NN
cord-302553-d0hk4ipg	160	12	,	,	,
cord-302553-d0hk4ipg	160	13	and	and	CC
cord-302553-d0hk4ipg	160	14	Figure	figure	NN
cord-302553-d0hk4ipg	160	15	3b	3b	CD
cord-302553-d0hk4ipg	160	16	shows	show	VBZ
cord-302553-d0hk4ipg	160	17	the	the	DT
cord-302553-d0hk4ipg	160	18	logical	logical	JJ
cord-302553-d0hk4ipg	160	19	structure	structure	NN
cord-302553-d0hk4ipg	160	20	model	model	NN
cord-302553-d0hk4ipg	160	21	for	for	IN
cord-302553-d0hk4ipg	160	22	multiple	multiple	JJ
cord-302553-d0hk4ipg	160	23	channels	channel	NNS
cord-302553-d0hk4ipg	160	24	.	.	.
cord-302553-d0hk4ipg	161	1	As	as	IN
cord-302553-d0hk4ipg	161	2	the	the	DT
cord-302553-d0hk4ipg	161	3	"	"	``
cord-302553-d0hk4ipg	161	4	to	to	TO
cord-302553-d0hk4ipg	161	5	-	-	HYPH
cord-302553-d0hk4ipg	161	6	be	be	VB
cord-302553-d0hk4ipg	161	7	"	"	''
cord-302553-d0hk4ipg	161	8	process	process	NN
cord-302553-d0hk4ipg	161	9	optimized	optimize	VBN
cord-302553-d0hk4ipg	161	10	by	by	IN
cord-302553-d0hk4ipg	161	11	social	social	JJ
cord-302553-d0hk4ipg	161	12	media	medium	NNS
cord-302553-d0hk4ipg	161	13	,	,	,
cord-302553-d0hk4ipg	161	14	the	the	DT
cord-302553-d0hk4ipg	161	15	MC	MC	NNP
cord-302553-d0hk4ipg	161	16	-	-	HYPH
cord-302553-d0hk4ipg	161	17	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	161	18	process	process	NN
cord-302553-d0hk4ipg	161	19	can	can	MD
cord-302553-d0hk4ipg	161	20	improve	improve	VB
cord-302553-d0hk4ipg	161	21	the	the	DT
cord-302553-d0hk4ipg	161	22	reliability	reliability	NN
cord-302553-d0hk4ipg	161	23	of	of	IN
cord-302553-d0hk4ipg	161	24	detecting	detect	VBG
cord-302553-d0hk4ipg	161	25	infectious	infectious	JJ
cord-302553-d0hk4ipg	161	26	disease	disease	NN
cord-302553-d0hk4ipg	161	27	and	and	CC
cord-302553-d0hk4ipg	161	28	discover	discover	VB
cord-302553-d0hk4ipg	161	29	more	more	RBR
cord-302553-d0hk4ipg	161	30	infectious	infectious	JJ
cord-302553-d0hk4ipg	161	31	people	people	NNS
cord-302553-d0hk4ipg	161	32	.	.	.
cord-302553-d0hk4ipg	162	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	162	2	recognizes	recognize	VBZ
cord-302553-d0hk4ipg	162	3	the	the	DT
cord-302553-d0hk4ipg	162	4	disease	disease	NN
cord-302553-d0hk4ipg	162	5	periods	period	NNS
cord-302553-d0hk4ipg	162	6	earlier	early	RBR
cord-302553-d0hk4ipg	162	7	and	and	CC
cord-302553-d0hk4ipg	162	8	works	work	VBZ
cord-302553-d0hk4ipg	162	9	in	in	IN
cord-302553-d0hk4ipg	162	10	an	an	DT
cord-302553-d0hk4ipg	162	11	efficient	efficient	JJ
cord-302553-d0hk4ipg	162	12	way	way	NN
cord-302553-d0hk4ipg	162	13	.	.	.
cord-302553-d0hk4ipg	163	1	Next	next	RB
cord-302553-d0hk4ipg	163	2	,	,	,
cord-302553-d0hk4ipg	163	3	we	-PRON-	PRP
cord-302553-d0hk4ipg	163	4	propose	propose	VBP
cord-302553-d0hk4ipg	163	5	4	4	CD
cord-302553-d0hk4ipg	163	6	propositions	proposition	NNS
cord-302553-d0hk4ipg	163	7	and	and	CC
cord-302553-d0hk4ipg	163	8	corresponding	correspond	VBG
cord-302553-d0hk4ipg	163	9	demonstrations	demonstration	NNS
cord-302553-d0hk4ipg	163	10	.	.	.
cord-302553-d0hk4ipg	164	1	Figure	figure	NN
cord-302553-d0hk4ipg	164	2	3	3	CD
cord-302553-d0hk4ipg	164	3	.	.	.
cord-302553-d0hk4ipg	165	1	Figure	figure	NN
cord-302553-d0hk4ipg	165	2	3a	3a	CD
cord-302553-d0hk4ipg	165	3	shows	show	VBZ
cord-302553-d0hk4ipg	165	4	the	the	DT
cord-302553-d0hk4ipg	165	5	logical	logical	JJ
cord-302553-d0hk4ipg	165	6	structure	structure	NN
cord-302553-d0hk4ipg	165	7	model	model	NN
cord-302553-d0hk4ipg	165	8	of	of	IN
cord-302553-d0hk4ipg	165	9	a	a	DT
cord-302553-d0hk4ipg	165	10	solitary	solitary	JJ
cord-302553-d0hk4ipg	165	11	channel	channel	NN
cord-302553-d0hk4ipg	165	12	,	,	,
cord-302553-d0hk4ipg	165	13	and	and	CC
cord-302553-d0hk4ipg	165	14	Figure	figure	NN
cord-302553-d0hk4ipg	165	15	3b	3b	CD
cord-302553-d0hk4ipg	165	16	shows	show	VBZ
cord-302553-d0hk4ipg	165	17	the	the	DT
cord-302553-d0hk4ipg	165	18	logical	logical	JJ
cord-302553-d0hk4ipg	165	19	structure	structure	NN
cord-302553-d0hk4ipg	165	20	model	model	NN
cord-302553-d0hk4ipg	165	21	for	for	IN
cord-302553-d0hk4ipg	165	22	multiple	multiple	JJ
cord-302553-d0hk4ipg	165	23	channels	channel	NNS
cord-302553-d0hk4ipg	165	24	.	.	.
cord-302553-d0hk4ipg	166	1	The	the	DT
cord-302553-d0hk4ipg	166	2	main	main	JJ
cord-302553-d0hk4ipg	166	3	parameters	parameter	NNS
cord-302553-d0hk4ipg	166	4	are	be	VBP
cord-302553-d0hk4ipg	166	5	described	describe	VBN
cord-302553-d0hk4ipg	166	6	as	as	IN
cord-302553-d0hk4ipg	166	7	follows	follow	VBZ
cord-302553-d0hk4ipg	166	8	.	.	.
cord-302553-d0hk4ipg	167	1	represents	represent	VBZ
cord-302553-d0hk4ipg	167	2	the	the	DT
cord-302553-d0hk4ipg	167	3	number	number	NN
cord-302553-d0hk4ipg	167	4	of	of	IN
cord-302553-d0hk4ipg	167	5	possible	possible	JJ
cord-302553-d0hk4ipg	167	6	infectious	infectious	JJ
cord-302553-d0hk4ipg	167	7	people	people	NNS
cord-302553-d0hk4ipg	167	8	;	;	:
cord-302553-d0hk4ipg	167	9	represents	represent	VBZ
cord-302553-d0hk4ipg	167	10	the	the	DT
cord-302553-d0hk4ipg	167	11	number	number	NN
cord-302553-d0hk4ipg	167	12	of	of	IN
cord-302553-d0hk4ipg	167	13	possibly	possibly	RB
cord-302553-d0hk4ipg	167	14	infectious	infectious	JJ
cord-302553-d0hk4ipg	167	15	people	people	NNS
cord-302553-d0hk4ipg	167	16	recorded	record	VBN
cord-302553-d0hk4ipg	167	17	by	by	IN
cord-302553-d0hk4ipg	167	18	hospitals	hospital	NNS
cord-302553-d0hk4ipg	167	19	using	use	VBG
cord-302553-d0hk4ipg	167	20	a	a	DT
cord-302553-d0hk4ipg	167	21	solitary	solitary	JJ
cord-302553-d0hk4ipg	167	22	channel	channel	NN
cord-302553-d0hk4ipg	167	23	;	;	:
cord-302553-d0hk4ipg	167	24	represents	represent	VBZ
cord-302553-d0hk4ipg	167	25	the	the	DT
cord-302553-d0hk4ipg	167	26	number	number	NN
cord-302553-d0hk4ipg	167	27	of	of	IN
cord-302553-d0hk4ipg	167	28	possibly	possibly	RB
cord-302553-d0hk4ipg	167	29	infectious	infectious	JJ
cord-302553-d0hk4ipg	167	30	people	people	NNS
cord-302553-d0hk4ipg	167	31	but	but	CC
cord-302553-d0hk4ipg	167	32	do	do	VBP
cord-302553-d0hk4ipg	167	33	not	not	RB
cord-302553-d0hk4ipg	167	34	go	go	VB
cord-302553-d0hk4ipg	167	35	to	to	IN
cord-302553-d0hk4ipg	167	36	the	the	DT
cord-302553-d0hk4ipg	167	37	hospital	hospital	NN
cord-302553-d0hk4ipg	167	38	in	in	IN
cord-302553-d0hk4ipg	167	39	a	a	DT
cord-302553-d0hk4ipg	167	40	solitary	solitary	JJ
cord-302553-d0hk4ipg	167	41	channel	channel	NN
cord-302553-d0hk4ipg	167	42	;	;	:
cord-302553-d0hk4ipg	167	43	represents	represent	VBZ
cord-302553-d0hk4ipg	167	44	the	the	DT
cord-302553-d0hk4ipg	167	45	number	number	NN
cord-302553-d0hk4ipg	167	46	of	of	IN
cord-302553-d0hk4ipg	167	47	infectious	infectious	JJ
cord-302553-d0hk4ipg	167	48	people	people	NNS
cord-302553-d0hk4ipg	167	49	who	who	WP
cord-302553-d0hk4ipg	167	50	are	be	VBP
cord-302553-d0hk4ipg	167	51	diagnosed	diagnose	VBN
cord-302553-d0hk4ipg	167	52	and	and	CC
cord-302553-d0hk4ipg	167	53	reported	report	VBN
cord-302553-d0hk4ipg	167	54	to	to	IN
cord-302553-d0hk4ipg	167	55	the	the	DT
cord-302553-d0hk4ipg	167	56	CDC	CDC	NNP
cord-302553-d0hk4ipg	167	57	in	in	IN
cord-302553-d0hk4ipg	167	58	a	a	DT
cord-302553-d0hk4ipg	167	59	solitary	solitary	JJ
cord-302553-d0hk4ipg	167	60	channel	channel	NN
cord-302553-d0hk4ipg	167	61	;	;	:
cord-302553-d0hk4ipg	167	62	represents	represent	VBZ
cord-302553-d0hk4ipg	167	63	the	the	DT
cord-302553-d0hk4ipg	167	64	number	number	NN
cord-302553-d0hk4ipg	167	65	of	of	IN
cord-302553-d0hk4ipg	167	66	possibly	possibly	RB
cord-302553-d0hk4ipg	167	67	infectious	infectious	JJ
cord-302553-d0hk4ipg	167	68	Obviously	obviously	RB
cord-302553-d0hk4ipg	167	69	,	,	,
cord-302553-d0hk4ipg	167	70	in	in	IN
cord-302553-d0hk4ipg	167	71	a	a	DT
cord-302553-d0hk4ipg	167	72	solitary	solitary	JJ
cord-302553-d0hk4ipg	167	73	channel	channel	NN
cord-302553-d0hk4ipg	167	74	,	,	.
cord-302553-d0hk4ipg	168	1	In	in	IN
cord-302553-d0hk4ipg	168	2	multiple	multiple	JJ
cord-302553-d0hk4ipg	168	3	channels	channel	NNS
cord-302553-d0hk4ipg	168	4	,	,	,
cord-302553-d0hk4ipg	168	5	Without	without	IN
cord-302553-d0hk4ipg	168	6	the	the	DT
cord-302553-d0hk4ipg	168	7	loss	loss	NN
cord-302553-d0hk4ipg	168	8	of	of	IN
cord-302553-d0hk4ipg	168	9	generality	generality	NN
cord-302553-d0hk4ipg	168	10	,	,	,
cord-302553-d0hk4ipg	168	11	it	-PRON-	PRP
cord-302553-d0hk4ipg	168	12	is	be	VBZ
cord-302553-d0hk4ipg	168	13	assumed	assume	VBN
cord-302553-d0hk4ipg	168	14	that	that	IN
cord-302553-d0hk4ipg	168	15	the	the	DT
cord-302553-d0hk4ipg	168	16	number	number	NN
cord-302553-d0hk4ipg	168	17	of	of	IN
cord-302553-d0hk4ipg	168	18	infectious	infectious	JJ
cord-302553-d0hk4ipg	168	19	people	people	NNS
cord-302553-d0hk4ipg	168	20	who	who	WP
cord-302553-d0hk4ipg	168	21	are	be	VBP
cord-302553-d0hk4ipg	168	22	admitted	admit	VBN
cord-302553-d0hk4ipg	168	23	to	to	IN
cord-302553-d0hk4ipg	168	24	the	the	DT
cord-302553-d0hk4ipg	168	25	hospital	hospital	NN
cord-302553-d0hk4ipg	168	26	remains	remain	VBZ
cord-302553-d0hk4ipg	168	27	the	the	DT
cord-302553-d0hk4ipg	168	28	same	same	JJ
cord-302553-d0hk4ipg	168	29	regardless	regardless	RB
cord-302553-d0hk4ipg	168	30	of	of	IN
cord-302553-d0hk4ipg	168	31	whether	whether	IN
cord-302553-d0hk4ipg	168	32	it	-PRON-	PRP
cord-302553-d0hk4ipg	168	33	is	be	VBZ
cord-302553-d0hk4ipg	168	34	a	a	DT
cord-302553-d0hk4ipg	168	35	solitary	solitary	JJ
cord-302553-d0hk4ipg	168	36	channel	channel	NN
cord-302553-d0hk4ipg	168	37	or	or	CC
cord-302553-d0hk4ipg	168	38	multiple	multiple	JJ
cord-302553-d0hk4ipg	168	39	channels	channel	NNS
cord-302553-d0hk4ipg	168	40	,	,	,
cord-302553-d0hk4ipg	168	41	which	which	WDT
cord-302553-d0hk4ipg	168	42	is	be	VBZ
cord-302553-d0hk4ipg	168	43	,	,	,
cord-302553-d0hk4ipg	168	44	(	(	-LRB-
cord-302553-d0hk4ipg	168	45	3	3	CD
cord-302553-d0hk4ipg	168	46	)	)	-RRB-
cord-302553-d0hk4ipg	169	1	The	the	DT
cord-302553-d0hk4ipg	169	2	following	following	JJ
cord-302553-d0hk4ipg	169	3	relationship	relationship	NN
cord-302553-d0hk4ipg	169	4	exists	exist	VBZ
cord-302553-d0hk4ipg	169	5	,	,	,
cord-302553-d0hk4ipg	170	1	According	accord	VBG
cord-302553-d0hk4ipg	170	2	to	to	IN
cord-302553-d0hk4ipg	170	3	Formula	formula	NN
cord-302553-d0hk4ipg	170	4	(	(	-LRB-
cord-302553-d0hk4ipg	170	5	4	4	CD
cord-302553-d0hk4ipg	170	6	)	)	-RRB-
cord-302553-d0hk4ipg	170	7	,	,	,
cord-302553-d0hk4ipg	170	8	in	in	IN
cord-302553-d0hk4ipg	170	9	multiple	multiple	JJ
cord-302553-d0hk4ipg	170	10	channels	channel	NNS
cord-302553-d0hk4ipg	170	11	,	,	,
cord-302553-d0hk4ipg	170	12	more	more	RBR
cord-302553-d0hk4ipg	170	13	infectious	infectious	JJ
cord-302553-d0hk4ipg	170	14	people	people	NNS
cord-302553-d0hk4ipg	170	15	can	can	MD
cord-302553-d0hk4ipg	170	16	be	be	VB
cord-302553-d0hk4ipg	170	17	detected	detect	VBN
cord-302553-d0hk4ipg	170	18	.	.	.
cord-302553-d0hk4ipg	171	1	Proposition	proposition	NN
cord-302553-d0hk4ipg	171	2	1	1	CD
cord-302553-d0hk4ipg	171	3	is	be	VBZ
cord-302553-d0hk4ipg	171	4	validated	validate	VBN
cord-302553-d0hk4ipg	171	5	.	.	.
cord-302553-d0hk4ipg	172	1	The	the	DT
cord-302553-d0hk4ipg	172	2	MC	MC	NNP
cord-302553-d0hk4ipg	172	3	-	-	HYPH
cord-302553-d0hk4ipg	172	4	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	172	5	process	process	NN
cord-302553-d0hk4ipg	172	6	recognizes	recognize	VBZ
cord-302553-d0hk4ipg	172	7	the	the	DT
cord-302553-d0hk4ipg	172	8	patients	patient	NNS
cord-302553-d0hk4ipg	172	9	early	early	RB
cord-302553-d0hk4ipg	172	10	and	and	CC
cord-302553-d0hk4ipg	172	11	detects	detect	VBZ
cord-302553-d0hk4ipg	172	12	the	the	DT
cord-302553-d0hk4ipg	172	13	infectious	infectious	JJ
cord-302553-d0hk4ipg	172	14	disease	disease	NN
cord-302553-d0hk4ipg	172	15	in	in	IN
cord-302553-d0hk4ipg	172	16	time	time	NN
cord-302553-d0hk4ipg	172	17	.	.	.
cord-302553-d0hk4ipg	173	1	The	the	DT
cord-302553-d0hk4ipg	173	2	Google	Google	NNP
cord-302553-d0hk4ipg	173	3	flu	flu	NN
cord-302553-d0hk4ipg	173	4	trends	trend	NNS
cord-302553-d0hk4ipg	173	5	model	model	NN
cord-302553-d0hk4ipg	173	6	provides	provide	VBZ
cord-302553-d0hk4ipg	173	7	a	a	DT
cord-302553-d0hk4ipg	173	8	promising	promising	JJ
cord-302553-d0hk4ipg	173	9	measure	measure	NN
cord-302553-d0hk4ipg	173	10	in	in	IN
cord-302553-d0hk4ipg	173	11	that	that	IN
cord-302553-d0hk4ipg	173	12	the	the	DT
cord-302553-d0hk4ipg	173	13	search	search	NN
cord-302553-d0hk4ipg	173	14	engine	engine	NN
cord-302553-d0hk4ipg	173	15	records	record	VBZ
cord-302553-d0hk4ipg	173	16	the	the	DT
cord-302553-d0hk4ipg	173	17	users	user	NNS
cord-302553-d0hk4ipg	173	18	'	'	POS
cord-302553-d0hk4ipg	173	19	relevant	relevant	JJ
cord-302553-d0hk4ipg	173	20	search	search	NN
cord-302553-d0hk4ipg	173	21	data	datum	NNS
cord-302553-d0hk4ipg	173	22	on	on	IN
cord-302553-d0hk4ipg	173	23	disease	disease	NN
cord-302553-d0hk4ipg	173	24	symptoms	symptom	NNS
cord-302553-d0hk4ipg	173	25	and	and	CC
cord-302553-d0hk4ipg	173	26	treatments	treatment	NNS
cord-302553-d0hk4ipg	173	27	,	,	,
cord-302553-d0hk4ipg	173	28	to	to	TO
cord-302553-d0hk4ipg	173	29	detect	detect	VB
cord-302553-d0hk4ipg	173	30	infectious	infectious	JJ
cord-302553-d0hk4ipg	173	31	diseases	disease	NNS
cord-302553-d0hk4ipg	173	32	.	.	.
cord-302553-d0hk4ipg	174	1	Additionally	additionally	RB
cord-302553-d0hk4ipg	174	2	,	,	,
cord-302553-d0hk4ipg	174	3	some	some	DT
cord-302553-d0hk4ipg	174	4	of	of	IN
cord-302553-d0hk4ipg	174	5	the	the	DT
cord-302553-d0hk4ipg	174	6	patients	patient	NNS
cord-302553-d0hk4ipg	174	7	do	do	VBP
cord-302553-d0hk4ipg	174	8	not	not	RB
cord-302553-d0hk4ipg	174	9	realize	realize	VB
cord-302553-d0hk4ipg	174	10	that	that	IN
cord-302553-d0hk4ipg	174	11	they	-PRON-	PRP
cord-302553-d0hk4ipg	174	12	might	may	MD
cord-302553-d0hk4ipg	174	13	be	be	VB
cord-302553-d0hk4ipg	174	14	infected	infect	VBN
cord-302553-d0hk4ipg	174	15	but	but	CC
cord-302553-d0hk4ipg	174	16	post	post	AFX
cord-302553-d0hk4ipg	174	17	weibos	weibos	NNP
cord-302553-d0hk4ipg	174	18	with	with	IN
cord-302553-d0hk4ipg	174	19	disease	disease	NN
cord-302553-d0hk4ipg	174	20	symptoms	symptom	NNS
cord-302553-d0hk4ipg	174	21	.	.	.
cord-302553-d0hk4ipg	175	1	Therefore	therefore	RB
cord-302553-d0hk4ipg	175	2	,	,	,
cord-302553-d0hk4ipg	175	3	people	people	NNS
cord-302553-d0hk4ipg	175	4	's	's	POS
cord-302553-d0hk4ipg	175	5	sentiment	sentiment	NN
cord-302553-d0hk4ipg	175	6	and	and	CC
cord-302553-d0hk4ipg	175	7	physical	physical	JJ
cord-302553-d0hk4ipg	175	8	conditions	condition	NNS
cord-302553-d0hk4ipg	175	9	can	can	MD
cord-302553-d0hk4ipg	175	10	be	be	VB
cord-302553-d0hk4ipg	175	11	reflected	reflect	VBN
cord-302553-d0hk4ipg	175	12	in	in	IN
cord-302553-d0hk4ipg	175	13	social	social	JJ
cord-302553-d0hk4ipg	175	14	media	medium	NNS
cord-302553-d0hk4ipg	175	15	,	,	,
cord-302553-d0hk4ipg	175	16	which	which	WDT
cord-302553-d0hk4ipg	175	17	is	be	VBZ
cord-302553-d0hk4ipg	175	18	an	an	DT
cord-302553-d0hk4ipg	175	19	important	important	JJ
cord-302553-d0hk4ipg	175	20	infectious	infectious	JJ
cord-302553-d0hk4ipg	175	21	disease	disease	NN
cord-302553-d0hk4ipg	175	22	sensor	sensor	NN
cord-302553-d0hk4ipg	175	23	.	.	.
cord-302553-d0hk4ipg	176	1	We	-PRON-	PRP
cord-302553-d0hk4ipg	176	2	added	add	VBD
cord-302553-d0hk4ipg	176	3	time	time	NN
cord-302553-d0hk4ipg	176	4	information	information	NN
cord-302553-d0hk4ipg	176	5	in	in	IN
cord-302553-d0hk4ipg	176	6	Figure	figure	NN
cord-302553-d0hk4ipg	176	7	3b	3b	CD
cord-302553-d0hk4ipg	176	8	to	to	TO
cord-302553-d0hk4ipg	176	9	generate	generate	VB
cord-302553-d0hk4ipg	176	10	Figure	figure	NN
cord-302553-d0hk4ipg	176	11	4	4	CD
cord-302553-d0hk4ipg	176	12	.	.	.
cord-302553-d0hk4ipg	177	1	The	the	DT
cord-302553-d0hk4ipg	177	2	horizontal	horizontal	JJ
cord-302553-d0hk4ipg	177	3	axis	axis	NN
cord-302553-d0hk4ipg	177	4	t	t	NNP
cord-302553-d0hk4ipg	177	5	indicates	indicate	VBZ
cord-302553-d0hk4ipg	177	6	the	the	DT
cord-302553-d0hk4ipg	177	7	earliest	early	JJS
cord-302553-d0hk4ipg	177	8	time	time	NN
cord-302553-d0hk4ipg	177	9	at	at	IN
cord-302553-d0hk4ipg	177	10	which	which	WDT
cord-302553-d0hk4ipg	177	11	each	each	DT
cord-302553-d0hk4ipg	177	12	channel	channel	NN
cord-302553-d0hk4ipg	177	13	can	can	MD
cord-302553-d0hk4ipg	177	14	detect	detect	VB
cord-302553-d0hk4ipg	177	15	infectious	infectious	JJ
cord-302553-d0hk4ipg	177	16	disease	disease	NN
cord-302553-d0hk4ipg	177	17	information	information	NN
cord-302553-d0hk4ipg	177	18	.	.	.
cord-302553-d0hk4ipg	178	1	no	no	UH
cord-302553-d0hk4ipg	178	2	go	go	VB
cord-302553-d0hk4ipg	178	3	to	to	IN
cord-302553-d0hk4ipg	178	4	the	the	DT
cord-302553-d0hk4ipg	178	5	hospital	hospital	NN
cord-302553-d0hk4ipg	178	6	,	,	,
cord-302553-d0hk4ipg	178	7	and	and	CC
cord-302553-d0hk4ipg	178	8	do	do	VBP
cord-302553-d0hk4ipg	178	9	not	not	RB
cord-302553-d0hk4ipg	178	10	use	use	VB
cord-302553-d0hk4ipg	178	11	search	search	NN
cord-302553-d0hk4ipg	178	12	engines	engine	NNS
cord-302553-d0hk4ipg	178	13	and	and	CC
cord-302553-d0hk4ipg	178	14	social	social	JJ
cord-302553-d0hk4ipg	178	15	media	medium	NNS
cord-302553-d0hk4ipg	178	16	in	in	IN
cord-302553-d0hk4ipg	178	17	multiple	multiple	JJ
cord-302553-d0hk4ipg	178	18	channels	channel	NNS
cord-302553-d0hk4ipg	178	19	;	;	:
cord-302553-d0hk4ipg	178	20	represents	represent	VBZ
cord-302553-d0hk4ipg	178	21	the	the	DT
cord-302553-d0hk4ipg	178	22	number	number	NN
cord-302553-d0hk4ipg	178	23	of	of	IN
cord-302553-d0hk4ipg	178	24	infectious	infectious	JJ
cord-302553-d0hk4ipg	178	25	people	people	NNS
cord-302553-d0hk4ipg	178	26	who	who	WP
cord-302553-d0hk4ipg	178	27	are	be	VBP
cord-302553-d0hk4ipg	178	28	diagnosed	diagnose	VBN
cord-302553-d0hk4ipg	178	29	and	and	CC
cord-302553-d0hk4ipg	178	30	reported	report	VBN
cord-302553-d0hk4ipg	178	31	to	to	IN
cord-302553-d0hk4ipg	178	32	the	the	DT
cord-302553-d0hk4ipg	178	33	CDC	CDC	NNP
cord-302553-d0hk4ipg	178	34	in	in	IN
cord-302553-d0hk4ipg	178	35	a	a	DT
cord-302553-d0hk4ipg	178	36	solitary	solitary	JJ
cord-302553-d0hk4ipg	178	37	channel	channel	NN
cord-302553-d0hk4ipg	178	38	;	;	:
cord-302553-d0hk4ipg	178	39	represents	represent	VBZ
cord-302553-d0hk4ipg	178	40	the	the	DT
cord-302553-d0hk4ipg	178	41	number	number	NN
cord-302553-d0hk4ipg	178	42	of	of	IN
cord-302553-d0hk4ipg	178	43	infectious	infectious	JJ
cord-302553-d0hk4ipg	178	44	people	people	NNS
cord-302553-d0hk4ipg	178	45	who	who	WP
cord-302553-d0hk4ipg	178	46	are	be	VBP
cord-302553-d0hk4ipg	178	47	detected	detect	VBN
cord-302553-d0hk4ipg	178	48	by	by	IN
cord-302553-d0hk4ipg	178	49	the	the	DT
cord-302553-d0hk4ipg	178	50	three	three	CD
cord-302553-d0hk4ipg	178	51	channels	channel	NNS
cord-302553-d0hk4ipg	178	52	and	and	CC
cord-302553-d0hk4ipg	178	53	reported	report	VBD
cord-302553-d0hk4ipg	178	54	to	to	IN
cord-302553-d0hk4ipg	178	55	the	the	DT
cord-302553-d0hk4ipg	178	56	CDC	CDC	NNP
cord-302553-d0hk4ipg	178	57	.	.	.
cord-302553-d0hk4ipg	179	1	Obviously	obviously	RB
cord-302553-d0hk4ipg	179	2	,	,	,
cord-302553-d0hk4ipg	179	3	in	in	IN
cord-302553-d0hk4ipg	179	4	a	a	DT
cord-302553-d0hk4ipg	179	5	solitary	solitary	JJ
cord-302553-d0hk4ipg	179	6	channel	channel	NN
cord-302553-d0hk4ipg	179	7	,	,	,
cord-302553-d0hk4ipg	179	8	In	in	IN
cord-302553-d0hk4ipg	179	9	multiple	multiple	JJ
cord-302553-d0hk4ipg	179	10	channels	channel	NNS
cord-302553-d0hk4ipg	179	11	,	,	,
cord-302553-d0hk4ipg	179	12	Without	without	IN
cord-302553-d0hk4ipg	179	13	the	the	DT
cord-302553-d0hk4ipg	179	14	loss	loss	NN
cord-302553-d0hk4ipg	179	15	of	of	IN
cord-302553-d0hk4ipg	179	16	generality	generality	NN
cord-302553-d0hk4ipg	179	17	,	,	,
cord-302553-d0hk4ipg	179	18	it	-PRON-	PRP
cord-302553-d0hk4ipg	179	19	is	be	VBZ
cord-302553-d0hk4ipg	179	20	assumed	assume	VBN
cord-302553-d0hk4ipg	179	21	that	that	IN
cord-302553-d0hk4ipg	179	22	the	the	DT
cord-302553-d0hk4ipg	179	23	number	number	NN
cord-302553-d0hk4ipg	179	24	of	of	IN
cord-302553-d0hk4ipg	179	25	infectious	infectious	JJ
cord-302553-d0hk4ipg	179	26	people	people	NNS
cord-302553-d0hk4ipg	179	27	who	who	WP
cord-302553-d0hk4ipg	179	28	are	be	VBP
cord-302553-d0hk4ipg	179	29	admitted	admit	VBN
cord-302553-d0hk4ipg	179	30	to	to	IN
cord-302553-d0hk4ipg	179	31	the	the	DT
cord-302553-d0hk4ipg	179	32	hospital	hospital	NN
cord-302553-d0hk4ipg	179	33	remains	remain	VBZ
cord-302553-d0hk4ipg	179	34	the	the	DT
cord-302553-d0hk4ipg	179	35	same	same	JJ
cord-302553-d0hk4ipg	179	36	regardless	regardless	RB
cord-302553-d0hk4ipg	179	37	of	of	IN
cord-302553-d0hk4ipg	179	38	whether	whether	IN
cord-302553-d0hk4ipg	179	39	it	-PRON-	PRP
cord-302553-d0hk4ipg	179	40	is	be	VBZ
cord-302553-d0hk4ipg	179	41	a	a	DT
cord-302553-d0hk4ipg	179	42	solitary	solitary	JJ
cord-302553-d0hk4ipg	179	43	channel	channel	NN
cord-302553-d0hk4ipg	179	44	or	or	CC
cord-302553-d0hk4ipg	179	45	multiple	multiple	JJ
cord-302553-d0hk4ipg	179	46	channels	channel	NNS
cord-302553-d0hk4ipg	179	47	,	,	,
cord-302553-d0hk4ipg	179	48	which	which	WDT
cord-302553-d0hk4ipg	179	49	is	be	VBZ
cord-302553-d0hk4ipg	179	50	,	,	,
cord-302553-d0hk4ipg	179	51	The	the	DT
cord-302553-d0hk4ipg	179	52	following	following	JJ
cord-302553-d0hk4ipg	179	53	relationship	relationship	NN
cord-302553-d0hk4ipg	179	54	exists	exist	VBZ
cord-302553-d0hk4ipg	179	55	,	,	,
cord-302553-d0hk4ipg	180	1	According	accord	VBG
cord-302553-d0hk4ipg	180	2	to	to	IN
cord-302553-d0hk4ipg	180	3	Formula	formula	NN
cord-302553-d0hk4ipg	180	4	(	(	-LRB-
cord-302553-d0hk4ipg	180	5	4	4	CD
cord-302553-d0hk4ipg	180	6	)	)	-RRB-
cord-302553-d0hk4ipg	180	7	,	,	,
cord-302553-d0hk4ipg	180	8	in	in	IN
cord-302553-d0hk4ipg	180	9	multiple	multiple	JJ
cord-302553-d0hk4ipg	180	10	channels	channel	NNS
cord-302553-d0hk4ipg	180	11	,	,	,
cord-302553-d0hk4ipg	180	12	more	more	RBR
cord-302553-d0hk4ipg	180	13	infectious	infectious	JJ
cord-302553-d0hk4ipg	180	14	people	people	NNS
cord-302553-d0hk4ipg	180	15	can	can	MD
cord-302553-d0hk4ipg	180	16	be	be	VB
cord-302553-d0hk4ipg	180	17	detected	detect	VBN
cord-302553-d0hk4ipg	180	18	.	.	.
cord-302553-d0hk4ipg	181	1	Proposition	proposition	NN
cord-302553-d0hk4ipg	181	2	1	1	CD
cord-302553-d0hk4ipg	181	3	is	be	VBZ
cord-302553-d0hk4ipg	181	4	validated	validate	VBN
cord-302553-d0hk4ipg	181	5	.	.	.
cord-302553-d0hk4ipg	182	1	The	the	DT
cord-302553-d0hk4ipg	182	2	Google	Google	NNP
cord-302553-d0hk4ipg	182	3	flu	flu	NN
cord-302553-d0hk4ipg	182	4	trends	trend	NNS
cord-302553-d0hk4ipg	182	5	model	model	NN
cord-302553-d0hk4ipg	182	6	provides	provide	VBZ
cord-302553-d0hk4ipg	182	7	a	a	DT
cord-302553-d0hk4ipg	182	8	promising	promising	JJ
cord-302553-d0hk4ipg	182	9	measure	measure	NN
cord-302553-d0hk4ipg	182	10	in	in	IN
cord-302553-d0hk4ipg	182	11	that	that	IN
cord-302553-d0hk4ipg	182	12	the	the	DT
cord-302553-d0hk4ipg	182	13	search	search	NN
cord-302553-d0hk4ipg	182	14	engine	engine	NN
cord-302553-d0hk4ipg	182	15	records	record	VBZ
cord-302553-d0hk4ipg	182	16	the	the	DT
cord-302553-d0hk4ipg	182	17	users	user	NNS
cord-302553-d0hk4ipg	182	18	'	'	POS
cord-302553-d0hk4ipg	182	19	relevant	relevant	JJ
cord-302553-d0hk4ipg	182	20	search	search	NN
cord-302553-d0hk4ipg	182	21	data	datum	NNS
cord-302553-d0hk4ipg	182	22	on	on	IN
cord-302553-d0hk4ipg	182	23	disease	disease	NN
cord-302553-d0hk4ipg	182	24	symptoms	symptom	NNS
cord-302553-d0hk4ipg	182	25	and	and	CC
cord-302553-d0hk4ipg	182	26	treatments	treatment	NNS
cord-302553-d0hk4ipg	182	27	,	,	,
cord-302553-d0hk4ipg	182	28	to	to	TO
cord-302553-d0hk4ipg	182	29	detect	detect	VB
cord-302553-d0hk4ipg	182	30	infectious	infectious	JJ
cord-302553-d0hk4ipg	182	31	diseases	disease	NNS
cord-302553-d0hk4ipg	182	32	.	.	.
cord-302553-d0hk4ipg	183	1	Additionally	additionally	RB
cord-302553-d0hk4ipg	183	2	,	,	,
cord-302553-d0hk4ipg	183	3	some	some	DT
cord-302553-d0hk4ipg	183	4	of	of	IN
cord-302553-d0hk4ipg	183	5	the	the	DT
cord-302553-d0hk4ipg	183	6	patients	patient	NNS
cord-302553-d0hk4ipg	183	7	do	do	VBP
cord-302553-d0hk4ipg	183	8	not	not	RB
cord-302553-d0hk4ipg	183	9	realize	realize	VB
cord-302553-d0hk4ipg	183	10	that	that	IN
cord-302553-d0hk4ipg	183	11	they	-PRON-	PRP
cord-302553-d0hk4ipg	183	12	might	may	MD
cord-302553-d0hk4ipg	183	13	be	be	VB
cord-302553-d0hk4ipg	183	14	infected	infect	VBN
cord-302553-d0hk4ipg	183	15	but	but	CC
cord-302553-d0hk4ipg	183	16	post	post	AFX
cord-302553-d0hk4ipg	183	17	weibos	weibos	NNP
cord-302553-d0hk4ipg	183	18	with	with	IN
cord-302553-d0hk4ipg	183	19	disease	disease	NN
cord-302553-d0hk4ipg	183	20	symptoms	symptom	NNS
cord-302553-d0hk4ipg	183	21	.	.	.
cord-302553-d0hk4ipg	184	1	Therefore	therefore	RB
cord-302553-d0hk4ipg	184	2	,	,	,
cord-302553-d0hk4ipg	184	3	people	people	NNS
cord-302553-d0hk4ipg	184	4	's	's	POS
cord-302553-d0hk4ipg	184	5	sentiment	sentiment	NN
cord-302553-d0hk4ipg	184	6	and	and	CC
cord-302553-d0hk4ipg	184	7	physical	physical	JJ
cord-302553-d0hk4ipg	184	8	conditions	condition	NNS
cord-302553-d0hk4ipg	184	9	can	can	MD
cord-302553-d0hk4ipg	184	10	be	be	VB
cord-302553-d0hk4ipg	184	11	reflected	reflect	VBN
cord-302553-d0hk4ipg	184	12	in	in	IN
cord-302553-d0hk4ipg	184	13	social	social	JJ
cord-302553-d0hk4ipg	184	14	media	medium	NNS
cord-302553-d0hk4ipg	184	15	,	,	,
cord-302553-d0hk4ipg	184	16	which	which	WDT
cord-302553-d0hk4ipg	184	17	is	be	VBZ
cord-302553-d0hk4ipg	184	18	an	an	DT
cord-302553-d0hk4ipg	184	19	important	important	JJ
cord-302553-d0hk4ipg	184	20	infectious	infectious	JJ
cord-302553-d0hk4ipg	184	21	disease	disease	NN
cord-302553-d0hk4ipg	184	22	sensor	sensor	NN
cord-302553-d0hk4ipg	184	23	.	.	.
cord-302553-d0hk4ipg	185	1	We	-PRON-	PRP
cord-302553-d0hk4ipg	185	2	added	add	VBD
cord-302553-d0hk4ipg	185	3	time	time	NN
cord-302553-d0hk4ipg	185	4	information	information	NN
cord-302553-d0hk4ipg	185	5	in	in	IN
cord-302553-d0hk4ipg	185	6	Figure	figure	NN
cord-302553-d0hk4ipg	185	7	3b	3b	CD
cord-302553-d0hk4ipg	185	8	to	to	TO
cord-302553-d0hk4ipg	185	9	generate	generate	VB
cord-302553-d0hk4ipg	185	10	Figure	figure	NN
cord-302553-d0hk4ipg	185	11	4	4	CD
cord-302553-d0hk4ipg	185	12	.	.	.
cord-302553-d0hk4ipg	186	1	The	the	DT
cord-302553-d0hk4ipg	186	2	horizontal	horizontal	JJ
cord-302553-d0hk4ipg	186	3	axis	axis	NN
cord-302553-d0hk4ipg	186	4	t	t	NNP
cord-302553-d0hk4ipg	186	5	indicates	indicate	VBZ
cord-302553-d0hk4ipg	186	6	the	the	DT
cord-302553-d0hk4ipg	186	7	earliest	early	JJS
cord-302553-d0hk4ipg	186	8	time	time	NN
cord-302553-d0hk4ipg	186	9	at	at	IN
cord-302553-d0hk4ipg	186	10	which	which	WDT
cord-302553-d0hk4ipg	186	11	each	each	DT
cord-302553-d0hk4ipg	186	12	channel	channel	NN
cord-302553-d0hk4ipg	186	13	can	can	MD
cord-302553-d0hk4ipg	186	14	detect	detect	VB
cord-302553-d0hk4ipg	186	15	infectious	infectious	JJ
cord-302553-d0hk4ipg	186	16	disease	disease	NN
cord-302553-d0hk4ipg	186	17	information	information	NN
cord-302553-d0hk4ipg	186	18	.	.	.
cord-302553-d0hk4ipg	187	1	In	in	IN
cord-302553-d0hk4ipg	187	2	Figure	Figure	NNP
cord-302553-d0hk4ipg	187	3	4	4	CD
cord-302553-d0hk4ipg	187	4	,	,	,
cord-302553-d0hk4ipg	187	5	EPT	EPT	NNP
cord-302553-d0hk4ipg	187	6	represents	represent	VBZ
cord-302553-d0hk4ipg	187	7	the	the	DT
cord-302553-d0hk4ipg	187	8	Earliest	early	JJS
cord-302553-d0hk4ipg	187	9	Possible	possible	JJ
cord-302553-d0hk4ipg	187	10	Time	time	NN
cord-302553-d0hk4ipg	187	11	,	,	,
cord-302553-d0hk4ipg	187	12	and	and	CC
cord-302553-d0hk4ipg	187	13	represents	represent	VBZ
cord-302553-d0hk4ipg	187	14	the	the	DT
cord-302553-d0hk4ipg	187	15	earliest	early	JJS
cord-302553-d0hk4ipg	187	16	possible	possible	JJ
cord-302553-d0hk4ipg	187	17	time	time	NN
cord-302553-d0hk4ipg	187	18	to	to	TO
cord-302553-d0hk4ipg	187	19	detect	detect	VB
cord-302553-d0hk4ipg	187	20	the	the	DT
cord-302553-d0hk4ipg	187	21	disease	disease	NN
cord-302553-d0hk4ipg	187	22	by	by	IN
cord-302553-d0hk4ipg	187	23	Channel	Channel	NNP
cord-302553-d0hk4ipg	187	24	.	.	.
cord-302553-d0hk4ipg	188	1	Obviously	obviously	RB
cord-302553-d0hk4ipg	188	2	,	,	,
cord-302553-d0hk4ipg	188	3	we	-PRON-	PRP
cord-302553-d0hk4ipg	188	4	conclude	conclude	VBP
cord-302553-d0hk4ipg	188	5	that	that	IN
cord-302553-d0hk4ipg	188	6	In	in	IN
cord-302553-d0hk4ipg	188	7	Figure	Figure	NNP
cord-302553-d0hk4ipg	188	8	4	4	CD
cord-302553-d0hk4ipg	188	9	,	,	,
cord-302553-d0hk4ipg	188	10	EPT	EPT	NNP
cord-302553-d0hk4ipg	188	11	represents	represent	VBZ
cord-302553-d0hk4ipg	188	12	the	the	DT
cord-302553-d0hk4ipg	188	13	Earliest	early	JJS
cord-302553-d0hk4ipg	188	14	Possible	possible	JJ
cord-302553-d0hk4ipg	188	15	Time	time	NN
cord-302553-d0hk4ipg	188	16	,	,	,
cord-302553-d0hk4ipg	188	17	and	and	CC
cord-302553-d0hk4ipg	188	18	T	T	NNP
cord-302553-d0hk4ipg	188	19	EPT	EPT	NNP
cord-302553-d0hk4ipg	188	20	Ci	Ci	NNP
cord-302553-d0hk4ipg	188	21	represents	represent	VBZ
cord-302553-d0hk4ipg	188	22	the	the	DT
cord-302553-d0hk4ipg	188	23	earliest	early	JJS
cord-302553-d0hk4ipg	188	24	possible	possible	JJ
cord-302553-d0hk4ipg	188	25	time	time	NN
cord-302553-d0hk4ipg	188	26	to	to	TO
cord-302553-d0hk4ipg	188	27	detect	detect	VB
cord-302553-d0hk4ipg	188	28	the	the	DT
cord-302553-d0hk4ipg	188	29	disease	disease	NN
cord-302553-d0hk4ipg	188	30	by	by	IN
cord-302553-d0hk4ipg	188	31	Channel	Channel	NNP
cord-302553-d0hk4ipg	188	32	i.	i.	NN
cord-302553-d0hk4ipg	189	1	Obviously	obviously	RB
cord-302553-d0hk4ipg	189	2	,	,	,
cord-302553-d0hk4ipg	189	3	we	-PRON-	PRP
cord-302553-d0hk4ipg	189	4	conclude	conclude	VBP
cord-302553-d0hk4ipg	189	5	that	that	IN
cord-302553-d0hk4ipg	189	6	According	accord	VBG
cord-302553-d0hk4ipg	189	7	to	to	IN
cord-302553-d0hk4ipg	189	8	Formula	formula	NN
cord-302553-d0hk4ipg	189	9	(	(	-LRB-
cord-302553-d0hk4ipg	189	10	5	5	CD
cord-302553-d0hk4ipg	189	11	)	)	-RRB-
cord-302553-d0hk4ipg	189	12	,	,	,
cord-302553-d0hk4ipg	189	13	the	the	DT
cord-302553-d0hk4ipg	189	14	EPT	EPT	NNP
cord-302553-d0hk4ipg	189	15	for	for	IN
cord-302553-d0hk4ipg	189	16	Channel	Channel	NNP
cord-302553-d0hk4ipg	189	17	3	3	CD
cord-302553-d0hk4ipg	189	18	is	be	VBZ
cord-302553-d0hk4ipg	189	19	the	the	DT
cord-302553-d0hk4ipg	189	20	smallest	small	JJS
cord-302553-d0hk4ipg	189	21	,	,	,
cord-302553-d0hk4ipg	189	22	and	and	CC
cord-302553-d0hk4ipg	189	23	the	the	DT
cord-302553-d0hk4ipg	189	24	EPT	EPT	NNP
cord-302553-d0hk4ipg	189	25	for	for	IN
cord-302553-d0hk4ipg	189	26	Channel	Channel	NNP
cord-302553-d0hk4ipg	189	27	1	1	CD
cord-302553-d0hk4ipg	189	28	is	be	VBZ
cord-302553-d0hk4ipg	189	29	the	the	DT
cord-302553-d0hk4ipg	189	30	largest	large	JJS
cord-302553-d0hk4ipg	189	31	.	.	.
cord-302553-d0hk4ipg	190	1	Therefore	therefore	RB
cord-302553-d0hk4ipg	190	2	,	,	,
cord-302553-d0hk4ipg	190	3	the	the	DT
cord-302553-d0hk4ipg	190	4	MC	MC	NNP
cord-302553-d0hk4ipg	190	5	-	-	HYPH
cord-302553-d0hk4ipg	190	6	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	190	7	process	process	NN
cord-302553-d0hk4ipg	190	8	based	base	VBN
cord-302553-d0hk4ipg	190	9	on	on	IN
cord-302553-d0hk4ipg	190	10	social	social	JJ
cord-302553-d0hk4ipg	190	11	media	medium	NNS
cord-302553-d0hk4ipg	190	12	data	datum	NNS
cord-302553-d0hk4ipg	190	13	can	can	MD
cord-302553-d0hk4ipg	190	14	achieve	achieve	VB
cord-302553-d0hk4ipg	190	15	more	more	RBR
cord-302553-d0hk4ipg	190	16	timely	timely	JJ
cord-302553-d0hk4ipg	190	17	monitoring	monitoring	NN
cord-302553-d0hk4ipg	190	18	.	.	.
cord-302553-d0hk4ipg	191	1	Proposition	proposition	NN
cord-302553-d0hk4ipg	191	2	3	3	CD
cord-302553-d0hk4ipg	191	3	.	.	.
cord-302553-d0hk4ipg	192	1	The	the	DT
cord-302553-d0hk4ipg	192	2	MC	MC	NNP
cord-302553-d0hk4ipg	192	3	-	-	HYPH
cord-302553-d0hk4ipg	192	4	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	192	5	process	process	NN
cord-302553-d0hk4ipg	192	6	can	can	MD
cord-302553-d0hk4ipg	192	7	conduct	conduct	VB
cord-302553-d0hk4ipg	192	8	infectious	infectious	JJ
cord-302553-d0hk4ipg	192	9	disease	disease	NN
cord-302553-d0hk4ipg	192	10	detection	detection	NN
cord-302553-d0hk4ipg	192	11	more	more	RBR
cord-302553-d0hk4ipg	192	12	efficiently	efficiently	RB
cord-302553-d0hk4ipg	192	13	.	.	.
cord-302553-d0hk4ipg	193	1	Demonstration	demonstration	NN
cord-302553-d0hk4ipg	193	2	3	3	CD
cord-302553-d0hk4ipg	193	3	.	.	.
cord-302553-d0hk4ipg	194	1	In	in	IN
cord-302553-d0hk4ipg	194	2	the	the	DT
cord-302553-d0hk4ipg	194	3	MC	MC	NNP
cord-302553-d0hk4ipg	194	4	-	-	HYPH
cord-302553-d0hk4ipg	194	5	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	194	6	process	process	NN
cord-302553-d0hk4ipg	194	7	,	,	,
cord-302553-d0hk4ipg	194	8	Channel	Channel	NNP
cord-302553-d0hk4ipg	194	9	1	1	CD
cord-302553-d0hk4ipg	194	10	requires	require	VBZ
cord-302553-d0hk4ipg	194	11	a	a	DT
cord-302553-d0hk4ipg	194	12	large	large	JJ
cord-302553-d0hk4ipg	194	13	number	number	NN
cord-302553-d0hk4ipg	194	14	of	of	IN
cord-302553-d0hk4ipg	194	15	doctors	doctor	NNS
cord-302553-d0hk4ipg	194	16	and	and	CC
cord-302553-d0hk4ipg	194	17	staff	staff	NN
cord-302553-d0hk4ipg	194	18	with	with	IN
cord-302553-d0hk4ipg	194	19	high	high	JJ
cord-302553-d0hk4ipg	194	20	operating	operating	NN
cord-302553-d0hk4ipg	194	21	costs	cost	NNS
cord-302553-d0hk4ipg	194	22	,	,	,
cord-302553-d0hk4ipg	194	23	but	but	CC
cord-302553-d0hk4ipg	194	24	Channel	Channel	NNP
cord-302553-d0hk4ipg	194	25	2	2	CD
cord-302553-d0hk4ipg	194	26	and	and	CC
cord-302553-d0hk4ipg	194	27	Channel	Channel	NNP
cord-302553-d0hk4ipg	194	28	3	3	CD
cord-302553-d0hk4ipg	194	29	rely	rely	VBP
cord-302553-d0hk4ipg	194	30	only	only	RB
cord-302553-d0hk4ipg	194	31	on	on	IN
cord-302553-d0hk4ipg	194	32	big	big	JJ
cord-302553-d0hk4ipg	194	33	data	datum	NNS
cord-302553-d0hk4ipg	194	34	and	and	CC
cord-302553-d0hk4ipg	194	35	analytical	analytical	JJ
cord-302553-d0hk4ipg	194	36	tools	tool	NNS
cord-302553-d0hk4ipg	194	37	to	to	TO
cord-302553-d0hk4ipg	194	38	conduct	conduct	VB
cord-302553-d0hk4ipg	194	39	the	the	DT
cord-302553-d0hk4ipg	194	40	surveillance	surveillance	NN
cord-302553-d0hk4ipg	194	41	.	.	.
cord-302553-d0hk4ipg	195	1	Compared	compare	VBN
cord-302553-d0hk4ipg	195	2	with	with	IN
cord-302553-d0hk4ipg	195	3	Channel	Channel	NNP
cord-302553-d0hk4ipg	195	4	1	1	CD
cord-302553-d0hk4ipg	195	5	,	,	,
cord-302553-d0hk4ipg	195	6	the	the	DT
cord-302553-d0hk4ipg	195	7	operation	operation	NN
cord-302553-d0hk4ipg	195	8	costs	cost	NNS
cord-302553-d0hk4ipg	195	9	of	of	IN
cord-302553-d0hk4ipg	195	10	Channel	Channel	NNP
cord-302553-d0hk4ipg	195	11	2	2	CD
cord-302553-d0hk4ipg	195	12	and	and	CC
cord-302553-d0hk4ipg	195	13	Channel	Channel	NNP
cord-302553-d0hk4ipg	195	14	3	3	CD
cord-302553-d0hk4ipg	195	15	can	can	MD
cord-302553-d0hk4ipg	195	16	be	be	VB
cord-302553-d0hk4ipg	195	17	negligible	negligible	JJ
cord-302553-d0hk4ipg	195	18	.	.	.
cord-302553-d0hk4ipg	196	1	Therefore	therefore	RB
cord-302553-d0hk4ipg	196	2	,	,	,
cord-302553-d0hk4ipg	196	3	the	the	DT
cord-302553-d0hk4ipg	196	4	total	total	JJ
cord-302553-d0hk4ipg	196	5	cost	cost	NN
cord-302553-d0hk4ipg	196	6	of	of	IN
cord-302553-d0hk4ipg	196	7	the	the	DT
cord-302553-d0hk4ipg	196	8	MC	MC	NNP
cord-302553-d0hk4ipg	196	9	-	-	HYPH
cord-302553-d0hk4ipg	196	10	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	196	11	process	process	NN
cord-302553-d0hk4ipg	196	12	is	be	VBZ
cord-302553-d0hk4ipg	196	13	almost	almost	RB
cord-302553-d0hk4ipg	196	14	the	the	DT
cord-302553-d0hk4ipg	196	15	same	same	JJ
cord-302553-d0hk4ipg	196	16	as	as	IN
cord-302553-d0hk4ipg	196	17	the	the	DT
cord-302553-d0hk4ipg	196	18	total	total	JJ
cord-302553-d0hk4ipg	196	19	cost	cost	NN
cord-302553-d0hk4ipg	196	20	of	of	IN
cord-302553-d0hk4ipg	196	21	the	the	DT
cord-302553-d0hk4ipg	196	22	SC	SC	NNP
cord-302553-d0hk4ipg	196	23	-	-	HYPH
cord-302553-d0hk4ipg	196	24	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	196	25	process	process	NN
cord-302553-d0hk4ipg	196	26	.	.	.
cord-302553-d0hk4ipg	197	1	However	however	RB
cord-302553-d0hk4ipg	197	2	,	,	,
cord-302553-d0hk4ipg	197	3	the	the	DT
cord-302553-d0hk4ipg	197	4	MC	MC	NNP
cord-302553-d0hk4ipg	197	5	-	-	HYPH
cord-302553-d0hk4ipg	197	6	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	197	7	process	process	NN
cord-302553-d0hk4ipg	197	8	can	can	MD
cord-302553-d0hk4ipg	197	9	achieve	achieve	VB
cord-302553-d0hk4ipg	197	10	a	a	DT
cord-302553-d0hk4ipg	197	11	wider	wide	JJR
cord-302553-d0hk4ipg	197	12	range	range	NN
cord-302553-d0hk4ipg	197	13	of	of	IN
cord-302553-d0hk4ipg	197	14	detection	detection	NN
cord-302553-d0hk4ipg	197	15	(	(	-LRB-
cord-302553-d0hk4ipg	197	16	according	accord	VBG
cord-302553-d0hk4ipg	197	17	to	to	IN
cord-302553-d0hk4ipg	197	18	Proposition	Proposition	NNP
cord-302553-d0hk4ipg	197	19	1	1	CD
cord-302553-d0hk4ipg	197	20	)	)	-RRB-
cord-302553-d0hk4ipg	197	21	,	,	,
cord-302553-d0hk4ipg	197	22	and	and	CC
cord-302553-d0hk4ipg	197	23	thus	thus	RB
cord-302553-d0hk4ipg	197	24	,	,	,
cord-302553-d0hk4ipg	197	25	the	the	DT
cord-302553-d0hk4ipg	197	26	MC	MC	NNP
cord-302553-d0hk4ipg	197	27	-	-	HYPH
cord-302553-d0hk4ipg	197	28	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	197	29	process	process	NN
cord-302553-d0hk4ipg	197	30	has	have	VBZ
cord-302553-d0hk4ipg	197	31	higher	high	JJR
cord-302553-d0hk4ipg	197	32	monitoring	monitoring	NN
cord-302553-d0hk4ipg	197	33	efficiency	efficiency	NN
cord-302553-d0hk4ipg	197	34	.	.	.
cord-302553-d0hk4ipg	198	1	Proposition	proposition	NN
cord-302553-d0hk4ipg	198	2	3	3	CD
cord-302553-d0hk4ipg	198	3	is	be	VBZ
cord-302553-d0hk4ipg	198	4	validated	validate	VBN
cord-302553-d0hk4ipg	198	5	.	.	.
cord-302553-d0hk4ipg	199	1	The	the	DT
cord-302553-d0hk4ipg	199	2	Detection	Detection	NNP
cord-302553-d0hk4ipg	199	3	Accuracy	Accuracy	NNP
cord-302553-d0hk4ipg	199	4	is	be	VBZ
cord-302553-d0hk4ipg	199	5	defined	define	VBN
cord-302553-d0hk4ipg	199	6	as	as	IN
cord-302553-d0hk4ipg	199	7	the	the	DT
cord-302553-d0hk4ipg	199	8	percentage	percentage	NN
cord-302553-d0hk4ipg	199	9	of	of	IN
cord-302553-d0hk4ipg	199	10	the	the	DT
cord-302553-d0hk4ipg	199	11	correct	correct	JJ
cord-302553-d0hk4ipg	199	12	number	number	NN
cord-302553-d0hk4ipg	199	13	of	of	IN
cord-302553-d0hk4ipg	199	14	patients	patient	NNS
cord-302553-d0hk4ipg	199	15	out	out	IN
cord-302553-d0hk4ipg	199	16	of	of	IN
cord-302553-d0hk4ipg	199	17	the	the	DT
cord-302553-d0hk4ipg	199	18	total	total	JJ
cord-302553-d0hk4ipg	199	19	number	number	NN
cord-302553-d0hk4ipg	199	20	of	of	IN
cord-302553-d0hk4ipg	199	21	possible	possible	JJ
cord-302553-d0hk4ipg	199	22	patients	patient	NNS
cord-302553-d0hk4ipg	199	23	who	who	WP
cord-302553-d0hk4ipg	199	24	have	have	VBP
cord-302553-d0hk4ipg	199	25	been	be	VBN
cord-302553-d0hk4ipg	199	26	monitored	monitor	VBN
cord-302553-d0hk4ipg	199	27	through	through	IN
cord-302553-d0hk4ipg	199	28	the	the	DT
cord-302553-d0hk4ipg	199	29	infectious	infectious	JJ
cord-302553-d0hk4ipg	199	30	disease	disease	NN
cord-302553-d0hk4ipg	199	31	detection	detection	NN
cord-302553-d0hk4ipg	199	32	channels	channel	NNS
cord-302553-d0hk4ipg	199	33	.	.	.
cord-302553-d0hk4ipg	200	1	In	in	IN
cord-302553-d0hk4ipg	200	2	this	this	DT
cord-302553-d0hk4ipg	200	3	paper	paper	NN
cord-302553-d0hk4ipg	200	4	,	,	,
cord-302553-d0hk4ipg	200	5	the	the	DT
cord-302553-d0hk4ipg	200	6	Detection	Detection	NNP
cord-302553-d0hk4ipg	200	7	Accuracy	Accuracy	NNP
cord-302553-d0hk4ipg	200	8	(	(	-LRB-
cord-302553-d0hk4ipg	200	9	Acc	Acc	NNP
cord-302553-d0hk4ipg	200	10	D	D	NNP
cord-302553-d0hk4ipg	200	11	)	)	-RRB-
cord-302553-d0hk4ipg	200	12	can	can	MD
cord-302553-d0hk4ipg	200	13	be	be	VB
cord-302553-d0hk4ipg	200	14	calculated	calculate	VBN
cord-302553-d0hk4ipg	200	15	by	by	IN
cord-302553-d0hk4ipg	200	16	the	the	DT
cord-302553-d0hk4ipg	200	17	following	following	JJ
cord-302553-d0hk4ipg	200	18	equation	equation	NN
cord-302553-d0hk4ipg	200	19	,	,	,
cord-302553-d0hk4ipg	200	20	where	where	WRB
cord-302553-d0hk4ipg	200	21	TP	TP	NNP
cord-302553-d0hk4ipg	200	22	is	be	VBZ
cord-302553-d0hk4ipg	200	23	an	an	DT
cord-302553-d0hk4ipg	200	24	abbreviation	abbreviation	NN
cord-302553-d0hk4ipg	200	25	of	of	IN
cord-302553-d0hk4ipg	200	26	True	True	NNP
cord-302553-d0hk4ipg	200	27	Positive	Positive	NNP
cord-302553-d0hk4ipg	200	28	,	,	,
cord-302553-d0hk4ipg	200	29	which	which	WDT
cord-302553-d0hk4ipg	200	30	indicates	indicate	VBZ
cord-302553-d0hk4ipg	200	31	that	that	IN
cord-302553-d0hk4ipg	200	32	an	an	DT
cord-302553-d0hk4ipg	200	33	infectious	infectious	JJ
cord-302553-d0hk4ipg	200	34	patient	patient	NN
cord-302553-d0hk4ipg	200	35	is	be	VBZ
cord-302553-d0hk4ipg	200	36	diagnosed	diagnose	VBN
cord-302553-d0hk4ipg	200	37	as	as	IN
cord-302553-d0hk4ipg	200	38	a	a	DT
cord-302553-d0hk4ipg	200	39	patient	patient	NN
cord-302553-d0hk4ipg	200	40	;	;	:
cord-302553-d0hk4ipg	200	41	TN	TN	NNP
cord-302553-d0hk4ipg	200	42	is	be	VBZ
cord-302553-d0hk4ipg	200	43	an	an	DT
cord-302553-d0hk4ipg	200	44	abbreviation	abbreviation	NN
cord-302553-d0hk4ipg	200	45	of	of	IN
cord-302553-d0hk4ipg	200	46	True	True	NNP
cord-302553-d0hk4ipg	200	47	Negative	Negative	NNP
cord-302553-d0hk4ipg	200	48	,	,	,
cord-302553-d0hk4ipg	200	49	which	which	WDT
cord-302553-d0hk4ipg	200	50	means	mean	VBZ
cord-302553-d0hk4ipg	200	51	that	that	IN
cord-302553-d0hk4ipg	200	52	a	a	DT
cord-302553-d0hk4ipg	200	53	nonpatient	nonpatient	NN
cord-302553-d0hk4ipg	200	54	is	be	VBZ
cord-302553-d0hk4ipg	200	55	diagnosed	diagnose	VBN
cord-302553-d0hk4ipg	200	56	as	as	IN
cord-302553-d0hk4ipg	200	57	a	a	DT
cord-302553-d0hk4ipg	200	58	nonpatient	nonpatient	NN
cord-302553-d0hk4ipg	200	59	;	;	:
cord-302553-d0hk4ipg	200	60	FP	FP	NNP
cord-302553-d0hk4ipg	200	61	is	be	VBZ
cord-302553-d0hk4ipg	200	62	an	an	DT
cord-302553-d0hk4ipg	200	63	abbreviation	abbreviation	NN
cord-302553-d0hk4ipg	200	64	of	of	IN
cord-302553-d0hk4ipg	200	65	False	False	NNP
cord-302553-d0hk4ipg	200	66	Positive	Positive	NNP
cord-302553-d0hk4ipg	200	67	,	,	,
cord-302553-d0hk4ipg	200	68	which	which	WDT
cord-302553-d0hk4ipg	200	69	indicates	indicate	VBZ
cord-302553-d0hk4ipg	200	70	that	that	IN
cord-302553-d0hk4ipg	200	71	a	a	DT
cord-302553-d0hk4ipg	200	72	nonpatient	nonpatient	NN
cord-302553-d0hk4ipg	200	73	is	be	VBZ
cord-302553-d0hk4ipg	200	74	misdiagnosed	misdiagnose	VBN
cord-302553-d0hk4ipg	200	75	as	as	IN
cord-302553-d0hk4ipg	200	76	a	a	DT
cord-302553-d0hk4ipg	200	77	patient	patient	NN
cord-302553-d0hk4ipg	200	78	(	(	-LRB-
cord-302553-d0hk4ipg	200	79	Type	type	NN
cord-302553-d0hk4ipg	200	80	I	-PRON-	PRP
cord-302553-d0hk4ipg	200	81	error	error	NN
cord-302553-d0hk4ipg	200	82	)	)	-RRB-
cord-302553-d0hk4ipg	200	83	;	;	:
cord-302553-d0hk4ipg	200	84	FN	FN	NNP
cord-302553-d0hk4ipg	200	85	is	be	VBZ
cord-302553-d0hk4ipg	200	86	an	an	DT
cord-302553-d0hk4ipg	200	87	abbreviation	abbreviation	NN
cord-302553-d0hk4ipg	200	88	for	for	IN
cord-302553-d0hk4ipg	200	89	False	False	NNP
cord-302553-d0hk4ipg	200	90	Negative	Negative	NNP
cord-302553-d0hk4ipg	200	91	,	,	,
cord-302553-d0hk4ipg	200	92	which	which	WDT
cord-302553-d0hk4ipg	200	93	means	mean	VBZ
cord-302553-d0hk4ipg	200	94	that	that	IN
cord-302553-d0hk4ipg	200	95	a	a	DT
cord-302553-d0hk4ipg	200	96	real	real	JJ
cord-302553-d0hk4ipg	200	97	patient	patient	NN
cord-302553-d0hk4ipg	200	98	is	be	VBZ
cord-302553-d0hk4ipg	200	99	misdiagnosed	misdiagnose	VBN
cord-302553-d0hk4ipg	200	100	as	as	IN
cord-302553-d0hk4ipg	200	101	a	a	DT
cord-302553-d0hk4ipg	200	102	nonpatient	nonpatient	NN
cord-302553-d0hk4ipg	200	103	(	(	-LRB-
cord-302553-d0hk4ipg	200	104	Type	Type	NNP
cord-302553-d0hk4ipg	200	105	II	II	NNP
cord-302553-d0hk4ipg	200	106	error	error	NN
cord-302553-d0hk4ipg	200	107	)	)	-RRB-
cord-302553-d0hk4ipg	200	108	.	.	.
cord-302553-d0hk4ipg	201	1	The	the	DT
cord-302553-d0hk4ipg	201	2	detection	detection	NN
cord-302553-d0hk4ipg	201	3	accuracy	accuracy	NN
cord-302553-d0hk4ipg	201	4	in	in	IN
cord-302553-d0hk4ipg	201	5	any	any	DT
cord-302553-d0hk4ipg	201	6	channel	channel	NN
cord-302553-d0hk4ipg	201	7	of	of	IN
cord-302553-d0hk4ipg	201	8	the	the	DT
cord-302553-d0hk4ipg	201	9	MC	MC	NNP
cord-302553-d0hk4ipg	201	10	-	-	HYPH
cord-302553-d0hk4ipg	201	11	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	201	12	process	process	NN
cord-302553-d0hk4ipg	201	13	helps	help	VBZ
cord-302553-d0hk4ipg	201	14	to	to	TO
cord-302553-d0hk4ipg	201	15	improve	improve	VB
cord-302553-d0hk4ipg	201	16	the	the	DT
cord-302553-d0hk4ipg	201	17	entire	entire	JJ
cord-302553-d0hk4ipg	201	18	accuracy	accuracy	NN
cord-302553-d0hk4ipg	201	19	of	of	IN
cord-302553-d0hk4ipg	201	20	the	the	DT
cord-302553-d0hk4ipg	201	21	disease	disease	NN
cord-302553-d0hk4ipg	201	22	detection	detection	NN
cord-302553-d0hk4ipg	201	23	.	.	.
cord-302553-d0hk4ipg	202	1	The	the	DT
cord-302553-d0hk4ipg	202	2	MC	MC	NNP
cord-302553-d0hk4ipg	202	3	-	-	HYPH
cord-302553-d0hk4ipg	202	4	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	202	5	process	process	NN
cord-302553-d0hk4ipg	202	6	has	have	VBZ
cord-302553-d0hk4ipg	202	7	three	three	CD
cord-302553-d0hk4ipg	202	8	disease	disease	NN
cord-302553-d0hk4ipg	202	9	detection	detection	NN
cord-302553-d0hk4ipg	202	10	channels	channel	NNS
cord-302553-d0hk4ipg	202	11	.	.	.
cord-302553-d0hk4ipg	203	1	Each	each	DT
cord-302553-d0hk4ipg	203	2	channel	channel	NN
cord-302553-d0hk4ipg	203	3	has	have	VBZ
cord-302553-d0hk4ipg	203	4	independent	independent	JJ
cord-302553-d0hk4ipg	203	5	methods	method	NNS
cord-302553-d0hk4ipg	203	6	and	and	CC
cord-302553-d0hk4ipg	203	7	techniques	technique	NNS
cord-302553-d0hk4ipg	203	8	.	.	.
cord-302553-d0hk4ipg	204	1	The	the	DT
cord-302553-d0hk4ipg	204	2	detection	detection	NN
cord-302553-d0hk4ipg	204	3	accuracy	accuracy	NN
cord-302553-d0hk4ipg	204	4	of	of	IN
cord-302553-d0hk4ipg	204	5	Channel	Channel	NNP
cord-302553-d0hk4ipg	204	6	1	1	CD
cord-302553-d0hk4ipg	204	7	depends	depend	VBZ
cord-302553-d0hk4ipg	204	8	on	on	IN
cord-302553-d0hk4ipg	204	9	the	the	DT
cord-302553-d0hk4ipg	204	10	hospital	hospital	NN
cord-302553-d0hk4ipg	204	11	's	's	POS
cord-302553-d0hk4ipg	204	12	medical	medical	JJ
cord-302553-d0hk4ipg	204	13	plan	plan	NN
cord-302553-d0hk4ipg	204	14	and	and	CC
cord-302553-d0hk4ipg	204	15	medical	medical	JJ
cord-302553-d0hk4ipg	204	16	technology	technology	NN
cord-302553-d0hk4ipg	204	17	.	.	.
cord-302553-d0hk4ipg	205	1	The	the	DT
cord-302553-d0hk4ipg	205	2	detection	detection	NN
cord-302553-d0hk4ipg	205	3	accuracy	accuracy	NN
cord-302553-d0hk4ipg	205	4	of	of	IN
cord-302553-d0hk4ipg	205	5	Channel	Channel	NNP
cord-302553-d0hk4ipg	205	6	2	2	CD
cord-302553-d0hk4ipg	205	7	depends	depend	VBZ
cord-302553-d0hk4ipg	205	8	on	on	IN
cord-302553-d0hk4ipg	205	9	the	the	DT
cord-302553-d0hk4ipg	205	10	statistical	statistical	JJ
cord-302553-d0hk4ipg	205	11	analysis	analysis	NN
cord-302553-d0hk4ipg	205	12	and	and	CC
cord-302553-d0hk4ipg	205	13	technical	technical	JJ
cord-302553-d0hk4ipg	205	14	means	mean	NNS
cord-302553-d0hk4ipg	205	15	used	use	VBN
cord-302553-d0hk4ipg	205	16	by	by	IN
cord-302553-d0hk4ipg	205	17	the	the	DT
cord-302553-d0hk4ipg	205	18	search	search	NN
cord-302553-d0hk4ipg	205	19	engine	engine	NN
cord-302553-d0hk4ipg	205	20	.	.	.
cord-302553-d0hk4ipg	206	1	The	the	DT
cord-302553-d0hk4ipg	206	2	detection	detection	NN
cord-302553-d0hk4ipg	206	3	accuracy	accuracy	NN
cord-302553-d0hk4ipg	206	4	of	of	IN
cord-302553-d0hk4ipg	206	5	Channel	Channel	NNP
cord-302553-d0hk4ipg	206	6	3	3	CD
cord-302553-d0hk4ipg	206	7	depends	depend	VBZ
cord-302553-d0hk4ipg	206	8	on	on	IN
cord-302553-d0hk4ipg	206	9	the	the	DT
cord-302553-d0hk4ipg	206	10	semantic	semantic	JJ
cord-302553-d0hk4ipg	206	11	analysis	analysis	NN
cord-302553-d0hk4ipg	206	12	and	and	CC
cord-302553-d0hk4ipg	206	13	machine	machine	NN
cord-302553-d0hk4ipg	206	14	learning	learning	NN
cord-302553-d0hk4ipg	206	15	application	application	NN
cord-302553-d0hk4ipg	206	16	to	to	IN
cord-302553-d0hk4ipg	206	17	social	social	JJ
cord-302553-d0hk4ipg	206	18	media	medium	NNS
cord-302553-d0hk4ipg	206	19	data	datum	NNS
cord-302553-d0hk4ipg	206	20	.	.	.
cord-302553-d0hk4ipg	207	1	The	the	DT
cord-302553-d0hk4ipg	207	2	detection	detection	NN
cord-302553-d0hk4ipg	207	3	results	result	NNS
cord-302553-d0hk4ipg	207	4	of	of	IN
cord-302553-d0hk4ipg	207	5	the	the	DT
cord-302553-d0hk4ipg	207	6	three	three	CD
cord-302553-d0hk4ipg	207	7	channels	channel	NNS
cord-302553-d0hk4ipg	207	8	do	do	VBP
cord-302553-d0hk4ipg	207	9	not	not	RB
cord-302553-d0hk4ipg	207	10	affect	affect	VB
cord-302553-d0hk4ipg	207	11	one	one	CD
cord-302553-d0hk4ipg	207	12	another	another	DT
cord-302553-d0hk4ipg	207	13	,	,	,
cord-302553-d0hk4ipg	207	14	and	and	CC
cord-302553-d0hk4ipg	207	15	thus	thus	RB
cord-302553-d0hk4ipg	207	16	,	,	,
cord-302553-d0hk4ipg	207	17	the	the	DT
cord-302553-d0hk4ipg	207	18	detection	detection	NN
cord-302553-d0hk4ipg	207	19	accuracy	accuracy	NN
cord-302553-d0hk4ipg	207	20	of	of	IN
cord-302553-d0hk4ipg	207	21	each	each	DT
cord-302553-d0hk4ipg	207	22	channel	channel	NN
cord-302553-d0hk4ipg	207	23	is	be	VBZ
cord-302553-d0hk4ipg	207	24	related	relate	VBN
cord-302553-d0hk4ipg	207	25	to	to	IN
cord-302553-d0hk4ipg	207	26	only	only	RB
cord-302553-d0hk4ipg	207	27	the	the	DT
cord-302553-d0hk4ipg	207	28	method	method	NN
cord-302553-d0hk4ipg	207	29	and	and	CC
cord-302553-d0hk4ipg	207	30	supporting	support	VBG
cord-302553-d0hk4ipg	207	31	technology	technology	NN
cord-302553-d0hk4ipg	207	32	of	of	IN
cord-302553-d0hk4ipg	207	33	that	that	DT
cord-302553-d0hk4ipg	207	34	channel	channel	NN
cord-302553-d0hk4ipg	207	35	.	.	.
cord-302553-d0hk4ipg	208	1	Increasing	increase	VBG
cord-302553-d0hk4ipg	208	2	the	the	DT
cord-302553-d0hk4ipg	208	3	detection	detection	NN
cord-302553-d0hk4ipg	208	4	accuracy	accuracy	NN
cord-302553-d0hk4ipg	208	5	in	in	IN
cord-302553-d0hk4ipg	208	6	any	any	DT
cord-302553-d0hk4ipg	208	7	channel	channel	NN
cord-302553-d0hk4ipg	208	8	can	can	MD
cord-302553-d0hk4ipg	208	9	improve	improve	VB
cord-302553-d0hk4ipg	208	10	the	the	DT
cord-302553-d0hk4ipg	208	11	entire	entire	JJ
cord-302553-d0hk4ipg	208	12	accuracy	accuracy	NN
cord-302553-d0hk4ipg	208	13	of	of	IN
cord-302553-d0hk4ipg	208	14	the	the	DT
cord-302553-d0hk4ipg	208	15	disease	disease	NN
cord-302553-d0hk4ipg	208	16	detection	detection	NN
cord-302553-d0hk4ipg	208	17	.	.	.
cord-302553-d0hk4ipg	209	1	The	the	DT
cord-302553-d0hk4ipg	209	2	proposition	proposition	NN
cord-302553-d0hk4ipg	209	3	is	be	VBZ
cord-302553-d0hk4ipg	209	4	validated	validate	VBN
cord-302553-d0hk4ipg	209	5	.	.	.
cord-302553-d0hk4ipg	210	1	This	this	DT
cord-302553-d0hk4ipg	210	2	paper	paper	NN
cord-302553-d0hk4ipg	210	3	focuses	focus	VBZ
cord-302553-d0hk4ipg	210	4	on	on	IN
cord-302553-d0hk4ipg	210	5	detection	detection	NN
cord-302553-d0hk4ipg	210	6	Channel	Channel	NNP
cord-302553-d0hk4ipg	210	7	3	3	CD
cord-302553-d0hk4ipg	210	8	.	.	.
cord-302553-d0hk4ipg	211	1	To	to	TO
cord-302553-d0hk4ipg	211	2	improve	improve	VB
cord-302553-d0hk4ipg	211	3	the	the	DT
cord-302553-d0hk4ipg	211	4	detection	detection	NN
cord-302553-d0hk4ipg	211	5	accuracy	accuracy	NN
cord-302553-d0hk4ipg	211	6	of	of	IN
cord-302553-d0hk4ipg	211	7	Channel	Channel	NNP
cord-302553-d0hk4ipg	211	8	3	3	CD
cord-302553-d0hk4ipg	211	9	using	use	VBG
cord-302553-d0hk4ipg	211	10	social	social	JJ
cord-302553-d0hk4ipg	211	11	media	medium	NNS
cord-302553-d0hk4ipg	211	12	data	datum	NNS
cord-302553-d0hk4ipg	211	13	,	,	,
cord-302553-d0hk4ipg	211	14	this	this	DT
cord-302553-d0hk4ipg	211	15	paper	paper	NN
cord-302553-d0hk4ipg	211	16	proposes	propose	VBZ
cord-302553-d0hk4ipg	211	17	an	an	DT
cord-302553-d0hk4ipg	211	18	effective	effective	JJ
cord-302553-d0hk4ipg	211	19	dual	dual	JJ
cord-302553-d0hk4ipg	211	20	analytical	analytical	JJ
cord-302553-d0hk4ipg	211	21	activity	activity	NN
cord-302553-d0hk4ipg	211	22	model	model	NN
cord-302553-d0hk4ipg	211	23	to	to	TO
cord-302553-d0hk4ipg	211	24	determine	determine	VB
cord-302553-d0hk4ipg	211	25	the	the	DT
cord-302553-d0hk4ipg	211	26	status	status	NN
cord-302553-d0hk4ipg	211	27	and	and	CC
cord-302553-d0hk4ipg	211	28	period	period	NN
cord-302553-d0hk4ipg	211	29	of	of	IN
cord-302553-d0hk4ipg	211	30	the	the	DT
cord-302553-d0hk4ipg	211	31	infected	infected	JJ
cord-302553-d0hk4ipg	211	32	population	population	NN
cord-302553-d0hk4ipg	211	33	.	.	.
cord-302553-d0hk4ipg	212	1	The	the	DT
cord-302553-d0hk4ipg	212	2	next	next	JJ
cord-302553-d0hk4ipg	212	3	section	section	NN
cord-302553-d0hk4ipg	212	4	discusses	discuss	VBZ
cord-302553-d0hk4ipg	212	5	the	the	DT
cord-302553-d0hk4ipg	212	6	infectious	infectious	JJ
cord-302553-d0hk4ipg	212	7	disease	disease	NN
cord-302553-d0hk4ipg	212	8	detection	detection	NN
cord-302553-d0hk4ipg	212	9	Channel	Channel	NNP
cord-302553-d0hk4ipg	212	10	3	3	CD
cord-302553-d0hk4ipg	212	11	and	and	CC
cord-302553-d0hk4ipg	212	12	the	the	DT
cord-302553-d0hk4ipg	212	13	main	main	JJ
cord-302553-d0hk4ipg	212	14	activities	activity	NNS
cord-302553-d0hk4ipg	212	15	.	.	.
cord-302553-d0hk4ipg	213	1	The	the	DT
cord-302553-d0hk4ipg	213	2	Infectious	Infectious	NNP
cord-302553-d0hk4ipg	213	3	Diseases	Diseases	NNPS
cord-302553-d0hk4ipg	213	4	Detection	Detection	NNP
cord-302553-d0hk4ipg	213	5	Channel	Channel	NNP
cord-302553-d0hk4ipg	213	6	3	3	CD
cord-302553-d0hk4ipg	213	7	is	be	VBZ
cord-302553-d0hk4ipg	213	8	a	a	DT
cord-302553-d0hk4ipg	213	9	crucial	crucial	JJ
cord-302553-d0hk4ipg	213	10	channel	channel	NN
cord-302553-d0hk4ipg	213	11	for	for	IN
cord-302553-d0hk4ipg	213	12	the	the	DT
cord-302553-d0hk4ipg	213	13	MC	MC	NNP
cord-302553-d0hk4ipg	213	14	-	-	HYPH
cord-302553-d0hk4ipg	213	15	IDDP	IDDP	NNP
cord-302553-d0hk4ipg	213	16	process	process	NN
cord-302553-d0hk4ipg	213	17	that	that	WDT
cord-302553-d0hk4ipg	213	18	makes	make	VBZ
cord-302553-d0hk4ipg	213	19	direct	direct	JJ
cord-302553-d0hk4ipg	213	20	use	use	NN
cord-302553-d0hk4ipg	213	21	of	of	IN
cord-302553-d0hk4ipg	213	22	social	social	JJ
cord-302553-d0hk4ipg	213	23	media	medium	NNS
cord-302553-d0hk4ipg	213	24	data	datum	NNS
cord-302553-d0hk4ipg	213	25	.	.	.
cord-302553-d0hk4ipg	214	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	214	2	has	have	VBZ
cord-302553-d0hk4ipg	214	3	two	two	CD
cord-302553-d0hk4ipg	214	4	main	main	JJ
cord-302553-d0hk4ipg	214	5	activities	activity	NNS
cord-302553-d0hk4ipg	214	6	:	:	:
cord-302553-d0hk4ipg	214	7	flu	flu	NN
cord-302553-d0hk4ipg	214	8	-	-	HYPH
cord-302553-d0hk4ipg	214	9	related	relate	VBN
cord-302553-d0hk4ipg	214	10	semantic	semantic	JJ
cord-302553-d0hk4ipg	214	11	examination	examination	NN
cord-302553-d0hk4ipg	214	12	activity	activity	NN
cord-302553-d0hk4ipg	214	13	and	and	CC
cord-302553-d0hk4ipg	214	14	flu	flu	NN
cord-302553-d0hk4ipg	214	15	-	-	HYPH
cord-302553-d0hk4ipg	214	16	period	period	NN
cord-302553-d0hk4ipg	214	17	sentiment	sentiment	NN
cord-302553-d0hk4ipg	214	18	measure	measure	NN
cord-302553-d0hk4ipg	214	19	activity	activity	NN
cord-302553-d0hk4ipg	214	20	,	,	,
cord-302553-d0hk4ipg	214	21	and	and	CC
cord-302553-d0hk4ipg	214	22	thus	thus	RB
cord-302553-d0hk4ipg	214	23	,	,	,
cord-302553-d0hk4ipg	214	24	Channel	Channel	NNP
cord-302553-d0hk4ipg	214	25	3	3	CD
cord-302553-d0hk4ipg	214	26	is	be	VBZ
cord-302553-d0hk4ipg	214	27	also	also	RB
cord-302553-d0hk4ipg	214	28	named	name	VBN
cord-302553-d0hk4ipg	214	29	the	the	DT
cord-302553-d0hk4ipg	214	30	dual	dual	JJ
cord-302553-d0hk4ipg	214	31	analytical	analytical	JJ
cord-302553-d0hk4ipg	214	32	activity	activity	NN
cord-302553-d0hk4ipg	214	33	model	model	NN
cord-302553-d0hk4ipg	214	34	,	,	,
cord-302553-d0hk4ipg	214	35	as	as	IN
cord-302553-d0hk4ipg	214	36	shown	show	VBN
cord-302553-d0hk4ipg	214	37	in	in	IN
cord-302553-d0hk4ipg	214	38	Figure	Figure	NNP
cord-302553-d0hk4ipg	214	39	5	5	CD
cord-302553-d0hk4ipg	214	40	.	.	.
cord-302553-d0hk4ipg	215	1	The	the	DT
cord-302553-d0hk4ipg	215	2	contents	content	NNS
cord-302553-d0hk4ipg	215	3	and	and	CC
cord-302553-d0hk4ipg	215	4	features	feature	NNS
cord-302553-d0hk4ipg	215	5	of	of	IN
cord-302553-d0hk4ipg	215	6	the	the	DT
cord-302553-d0hk4ipg	215	7	model	model	NN
cord-302553-d0hk4ipg	215	8	are	be	VBP
cord-302553-d0hk4ipg	215	9	described	describe	VBN
cord-302553-d0hk4ipg	215	10	in	in	IN
cord-302553-d0hk4ipg	215	11	detail	detail	NN
cord-302553-d0hk4ipg	215	12	in	in	IN
cord-302553-d0hk4ipg	215	13	the	the	DT
cord-302553-d0hk4ipg	215	14	following	following	JJ
cord-302553-d0hk4ipg	215	15	section	section	NN
cord-302553-d0hk4ipg	215	16	.	.	.
cord-302553-d0hk4ipg	215	17	 	 	_SP
cord-302553-d0hk4ipg	216	1	The	the	DT
cord-302553-d0hk4ipg	216	2	purpose	purpose	NN
cord-302553-d0hk4ipg	216	3	of	of	IN
cord-302553-d0hk4ipg	216	4	the	the	DT
cord-302553-d0hk4ipg	216	5	Flu	Flu	NNP
cord-302553-d0hk4ipg	216	6	-	-	HYPH
cord-302553-d0hk4ipg	216	7	related	relate	VBN
cord-302553-d0hk4ipg	216	8	semantic	semantic	JJ
cord-302553-d0hk4ipg	216	9	examination	examination	NN
cord-302553-d0hk4ipg	216	10	activity	activity	NN
cord-302553-d0hk4ipg	216	11	is	be	VBZ
cord-302553-d0hk4ipg	216	12	to	to	TO
cord-302553-d0hk4ipg	216	13	enable	enable	VB
cord-302553-d0hk4ipg	216	14	semantic	semantic	JJ
cord-302553-d0hk4ipg	216	15	recognition	recognition	NN
cord-302553-d0hk4ipg	216	16	and	and	CC
cord-302553-d0hk4ipg	216	17	analysis	analysis	NN
cord-302553-d0hk4ipg	216	18	of	of	IN
cord-302553-d0hk4ipg	216	19	social	social	JJ
cord-302553-d0hk4ipg	216	20	media	medium	NNS
cord-302553-d0hk4ipg	216	21	data	datum	NNS
cord-302553-d0hk4ipg	216	22	based	base	VBN
cord-302553-d0hk4ipg	216	23	on	on	IN
cord-302553-d0hk4ipg	216	24	infectious	infectious	JJ
cord-302553-d0hk4ipg	216	25	diseases	disease	NNS
cord-302553-d0hk4ipg	216	26	(	(	-LRB-
cord-302553-d0hk4ipg	216	27	taking	take	VBG
cord-302553-d0hk4ipg	216	28	the	the	DT
cord-302553-d0hk4ipg	216	29	flu	flu	NN
cord-302553-d0hk4ipg	216	30	as	as	IN
cord-302553-d0hk4ipg	216	31	an	an	DT
cord-302553-d0hk4ipg	216	32	example	example	NN
cord-302553-d0hk4ipg	216	33	)	)	-RRB-
cord-302553-d0hk4ipg	216	34	.	.	.
cord-302553-d0hk4ipg	217	1	The	the	DT
cord-302553-d0hk4ipg	217	2	main	main	JJ
cord-302553-d0hk4ipg	217	3	content	content	NN
cord-302553-d0hk4ipg	217	4	of	of	IN
cord-302553-d0hk4ipg	217	5	the	the	DT
cord-302553-d0hk4ipg	217	6	activity	activity	NN
cord-302553-d0hk4ipg	217	7	includes	include	VBZ
cord-302553-d0hk4ipg	217	8	at	at	RB
cord-302553-d0hk4ipg	217	9	least	least	RBS
cord-302553-d0hk4ipg	217	10	12	12	CD
cord-302553-d0hk4ipg	217	11	steps	step	NNS
cord-302553-d0hk4ipg	217	12	,	,	,
cord-302553-d0hk4ipg	217	13	such	such	JJ
cord-302553-d0hk4ipg	217	14	as	as	IN
cord-302553-d0hk4ipg	217	15	determining	determine	VBG
cord-302553-d0hk4ipg	217	16	keywords	keyword	NNS
cord-302553-d0hk4ipg	217	17	for	for	IN
cord-302553-d0hk4ipg	217	18	searching	search	VBG
cord-302553-d0hk4ipg	217	19	infectious	infectious	JJ
cord-302553-d0hk4ipg	217	20	disease	disease	NN
cord-302553-d0hk4ipg	217	21	data	datum	NNS
cord-302553-d0hk4ipg	217	22	and	and	CC
cord-302553-d0hk4ipg	217	23	obtaining	obtain	VBG
cord-302553-d0hk4ipg	217	24	relevant	relevant	JJ
cord-302553-d0hk4ipg	217	25	social	social	JJ
cord-302553-d0hk4ipg	217	26	media	medium	NNS
cord-302553-d0hk4ipg	217	27	data	datum	NNS
cord-302553-d0hk4ipg	217	28	,	,	,
cord-302553-d0hk4ipg	217	29	as	as	IN
cord-302553-d0hk4ipg	217	30	shown	show	VBN
cord-302553-d0hk4ipg	217	31	in	in	IN
cord-302553-d0hk4ipg	217	32	Figure	Figure	NNP
cord-302553-d0hk4ipg	217	33	5	5	CD
cord-302553-d0hk4ipg	217	34	.	.	.
cord-302553-d0hk4ipg	218	1	Next	next	RB
cord-302553-d0hk4ipg	218	2	,	,	,
cord-302553-d0hk4ipg	218	3	we	-PRON-	PRP
cord-302553-d0hk4ipg	218	4	provide	provide	VBP
cord-302553-d0hk4ipg	218	5	some	some	DT
cord-302553-d0hk4ipg	218	6	crucial	crucial	JJ
cord-302553-d0hk4ipg	218	7	steps	step	NNS
cord-302553-d0hk4ipg	218	8	.	.	.
cord-302553-d0hk4ipg	219	1	Six	six	CD
cord-302553-d0hk4ipg	219	2	keywords	keyword	NNS
cord-302553-d0hk4ipg	219	3	were	be	VBD
cord-302553-d0hk4ipg	219	4	crawled	crawl	VBN
cord-302553-d0hk4ipg	219	5	from	from	IN
cord-302553-d0hk4ipg	219	6	Sina	Sina	NNP
cord-302553-d0hk4ipg	219	7	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	219	8	;	;	:
cord-302553-d0hk4ipg	219	9	these	these	DT
cord-302553-d0hk4ipg	219	10	six	six	CD
cord-302553-d0hk4ipg	219	11	keywords	keyword	NNS
cord-302553-d0hk4ipg	219	12	include	include	VBP
cord-302553-d0hk4ipg	219	13	"	"	``
cord-302553-d0hk4ipg	219	14	flu	flu	NN
cord-302553-d0hk4ipg	219	15	(	(	-LRB-
cord-302553-d0hk4ipg	219	16	Gan	Gan	NNP
cord-302553-d0hk4ipg	219	17	Mao	Mao	NNP
cord-302553-d0hk4ipg	219	18	)	)	-RRB-
cord-302553-d0hk4ipg	219	19	"	"	``
cord-302553-d0hk4ipg	219	20	,	,	,
cord-302553-d0hk4ipg	219	21	"	"	''
cord-302553-d0hk4ipg	219	22	influenza	influenza	NN
cord-302553-d0hk4ipg	219	23	(	(	-LRB-
cord-302553-d0hk4ipg	219	24	Liu	Liu	NNP
cord-302553-d0hk4ipg	219	25	Gan	Gan	NNP
cord-302553-d0hk4ipg	219	26	)	)	-RRB-
cord-302553-d0hk4ipg	219	27	"	"	``
cord-302553-d0hk4ipg	219	28	,	,	,
cord-302553-d0hk4ipg	219	29	"	"	''
cord-302553-d0hk4ipg	219	30	cough	cough	NN
cord-302553-d0hk4ipg	219	31	(	(	-LRB-
cord-302553-d0hk4ipg	219	32	Ke	Ke	NNP
cord-302553-d0hk4ipg	219	33	Sou	Sou	NNP
cord-302553-d0hk4ipg	219	34	)	)	-RRB-
cord-302553-d0hk4ipg	219	35	"	"	``
cord-302553-d0hk4ipg	219	36	,	,	,
cord-302553-d0hk4ipg	219	37	"	"	``
cord-302553-d0hk4ipg	219	38	fever	fever	NN
cord-302553-d0hk4ipg	219	39	(	(	-LRB-
cord-302553-d0hk4ipg	219	40	Fa	Fa	NNP
cord-302553-d0hk4ipg	219	41	Shao	Shao	NNP
cord-302553-d0hk4ipg	219	42	)	)	-RRB-
cord-302553-d0hk4ipg	219	43	"	"	``
cord-302553-d0hk4ipg	219	44	,	,	,
cord-302553-d0hk4ipg	219	45	"	"	``
cord-302553-d0hk4ipg	219	46	sneeze	sneeze	VB
cord-302553-d0hk4ipg	219	47	(	(	-LRB-
cord-302553-d0hk4ipg	219	48	Pen	pen	NN
cord-302553-d0hk4ipg	219	49	Ti	Ti	NNP
cord-302553-d0hk4ipg	219	50	)	)	-RRB-
cord-302553-d0hk4ipg	219	51	"	"	''
cord-302553-d0hk4ipg	219	52	and	and	CC
cord-302553-d0hk4ipg	219	53	"	"	``
cord-302553-d0hk4ipg	219	54	nasal	nasal	JJ
cord-302553-d0hk4ipg	219	55	congestion	congestion	NN
cord-302553-d0hk4ipg	219	56	(	(	-LRB-
cord-302553-d0hk4ipg	219	57	Bi	Bi	NNP
cord-302553-d0hk4ipg	219	58	Sai	Sai	NNP
cord-302553-d0hk4ipg	219	59	)	)	-RRB-
cord-302553-d0hk4ipg	219	60	"	"	''
cord-302553-d0hk4ipg	219	61	.	.	.
cord-302553-d0hk4ipg	220	1	We	-PRON-	PRP
cord-302553-d0hk4ipg	220	2	used	use	VBD
cord-302553-d0hk4ipg	220	3	Python	Python	NNP
cord-302553-d0hk4ipg	220	4	for	for	IN
cord-302553-d0hk4ipg	220	5	this	this	DT
cord-302553-d0hk4ipg	220	6	task	task	NN
cord-302553-d0hk4ipg	220	7	,	,	,
cord-302553-d0hk4ipg	220	8	and	and	CC
cord-302553-d0hk4ipg	220	9	these	these	DT
cord-302553-d0hk4ipg	220	10	flu	flu	NN
cord-302553-d0hk4ipg	220	11	-	-	HYPH
cord-302553-d0hk4ipg	220	12	related	relate	VBN
cord-302553-d0hk4ipg	220	13	weibos	weibos	NNP
cord-302553-d0hk4ipg	220	14	constitute	constitute	VBP
cord-302553-d0hk4ipg	220	15	an	an	DT
cord-302553-d0hk4ipg	220	16	elementary	elementary	JJ
cord-302553-d0hk4ipg	220	17	corpus	corpus	NN
cord-302553-d0hk4ipg	220	18	.	.	.
cord-302553-d0hk4ipg	221	1	Considering	consider	VBG
cord-302553-d0hk4ipg	221	2	the	the	DT
cord-302553-d0hk4ipg	221	3	existence	existence	NN
cord-302553-d0hk4ipg	221	4	of	of	IN
cord-302553-d0hk4ipg	221	5	advertisements	advertisement	NNS
cord-302553-d0hk4ipg	221	6	and	and	CC
cord-302553-d0hk4ipg	221	7	forwarding	forwarding	NN
cord-302553-d0hk4ipg	221	8	,	,	,
cord-302553-d0hk4ipg	221	9	this	this	DT
cord-302553-d0hk4ipg	221	10	study	study	NN
cord-302553-d0hk4ipg	221	11	used	use	VBD
cord-302553-d0hk4ipg	221	12	Support	Support	NNP
cord-302553-d0hk4ipg	221	13	Vector	Vector	NNP
cord-302553-d0hk4ipg	221	14	Machine	Machine	NNP
cord-302553-d0hk4ipg	221	15	(	(	-LRB-
cord-302553-d0hk4ipg	221	16	SVM	SVM	NNP
cord-302553-d0hk4ipg	221	17	)	)	-RRB-
cord-302553-d0hk4ipg	221	18	to	to	TO
cord-302553-d0hk4ipg	221	19	screen	screen	VB
cord-302553-d0hk4ipg	221	20	the	the	DT
cord-302553-d0hk4ipg	221	21	invalid	invalid	JJ
cord-302553-d0hk4ipg	221	22	data	datum	NNS
cord-302553-d0hk4ipg	221	23	and	and	CC
cord-302553-d0hk4ipg	221	24	retain	retain	VB
cord-302553-d0hk4ipg	221	25	the	the	DT
cord-302553-d0hk4ipg	221	26	flu	flu	NN
cord-302553-d0hk4ipg	221	27	-	-	HYPH
cord-302553-d0hk4ipg	221	28	related	relate	VBN
cord-302553-d0hk4ipg	221	29	weibos	weibos	NNP
cord-302553-d0hk4ipg	221	30	.	.	.
cord-302553-d0hk4ipg	222	1	The	the	DT
cord-302553-d0hk4ipg	222	2	final	final	JJ
cord-302553-d0hk4ipg	222	3	flu	flu	NN
cord-302553-d0hk4ipg	222	4	-	-	HYPH
cord-302553-d0hk4ipg	222	5	related	relate	VBN
cord-302553-d0hk4ipg	222	6	weibo	weibo	NNP
cord-302553-d0hk4ipg	222	7	corpus	corpus	NNP
cord-302553-d0hk4ipg	222	8	is	be	VBZ
cord-302553-d0hk4ipg	222	9	generated	generate	VBN
cord-302553-d0hk4ipg	222	10	after	after	IN
cord-302553-d0hk4ipg	222	11	word	word	NN
cord-302553-d0hk4ipg	222	12	segmentation	segmentation	NN
cord-302553-d0hk4ipg	222	13	and	and	CC
cord-302553-d0hk4ipg	222	14	the	the	DT
cord-302553-d0hk4ipg	222	15	removal	removal	NN
cord-302553-d0hk4ipg	222	16	of	of	IN
cord-302553-d0hk4ipg	222	17	stop	stop	NN
cord-302553-d0hk4ipg	222	18	words	word	NNS
cord-302553-d0hk4ipg	222	19	.	.	.
cord-302553-d0hk4ipg	223	1	The	the	DT
cord-302553-d0hk4ipg	223	2	entire	entire	JJ
cord-302553-d0hk4ipg	223	3	process	process	NN
cord-302553-d0hk4ipg	223	4	 	 	_SP
cord-302553-d0hk4ipg	224	1	The	the	DT
cord-302553-d0hk4ipg	224	2	purpose	purpose	NN
cord-302553-d0hk4ipg	224	3	of	of	IN
cord-302553-d0hk4ipg	224	4	the	the	DT
cord-302553-d0hk4ipg	224	5	Flu	Flu	NNP
cord-302553-d0hk4ipg	224	6	-	-	HYPH
cord-302553-d0hk4ipg	224	7	related	relate	VBN
cord-302553-d0hk4ipg	224	8	semantic	semantic	JJ
cord-302553-d0hk4ipg	224	9	examination	examination	NN
cord-302553-d0hk4ipg	224	10	activity	activity	NN
cord-302553-d0hk4ipg	224	11	is	be	VBZ
cord-302553-d0hk4ipg	224	12	to	to	TO
cord-302553-d0hk4ipg	224	13	enable	enable	VB
cord-302553-d0hk4ipg	224	14	semantic	semantic	JJ
cord-302553-d0hk4ipg	224	15	recognition	recognition	NN
cord-302553-d0hk4ipg	224	16	and	and	CC
cord-302553-d0hk4ipg	224	17	analysis	analysis	NN
cord-302553-d0hk4ipg	224	18	of	of	IN
cord-302553-d0hk4ipg	224	19	social	social	JJ
cord-302553-d0hk4ipg	224	20	media	medium	NNS
cord-302553-d0hk4ipg	224	21	data	datum	NNS
cord-302553-d0hk4ipg	224	22	based	base	VBN
cord-302553-d0hk4ipg	224	23	on	on	IN
cord-302553-d0hk4ipg	224	24	infectious	infectious	JJ
cord-302553-d0hk4ipg	224	25	diseases	disease	NNS
cord-302553-d0hk4ipg	224	26	(	(	-LRB-
cord-302553-d0hk4ipg	224	27	taking	take	VBG
cord-302553-d0hk4ipg	224	28	the	the	DT
cord-302553-d0hk4ipg	224	29	flu	flu	NN
cord-302553-d0hk4ipg	224	30	as	as	IN
cord-302553-d0hk4ipg	224	31	an	an	DT
cord-302553-d0hk4ipg	224	32	example	example	NN
cord-302553-d0hk4ipg	224	33	)	)	-RRB-
cord-302553-d0hk4ipg	224	34	.	.	.
cord-302553-d0hk4ipg	225	1	The	the	DT
cord-302553-d0hk4ipg	225	2	main	main	JJ
cord-302553-d0hk4ipg	225	3	content	content	NN
cord-302553-d0hk4ipg	225	4	of	of	IN
cord-302553-d0hk4ipg	225	5	the	the	DT
cord-302553-d0hk4ipg	225	6	activity	activity	NN
cord-302553-d0hk4ipg	225	7	includes	include	VBZ
cord-302553-d0hk4ipg	225	8	at	at	RB
cord-302553-d0hk4ipg	225	9	least	least	RBS
cord-302553-d0hk4ipg	225	10	12	12	CD
cord-302553-d0hk4ipg	225	11	steps	step	NNS
cord-302553-d0hk4ipg	225	12	,	,	,
cord-302553-d0hk4ipg	225	13	such	such	JJ
cord-302553-d0hk4ipg	225	14	as	as	IN
cord-302553-d0hk4ipg	225	15	determining	determine	VBG
cord-302553-d0hk4ipg	225	16	keywords	keyword	NNS
cord-302553-d0hk4ipg	225	17	for	for	IN
cord-302553-d0hk4ipg	225	18	searching	search	VBG
cord-302553-d0hk4ipg	225	19	infectious	infectious	JJ
cord-302553-d0hk4ipg	225	20	disease	disease	NN
cord-302553-d0hk4ipg	225	21	data	datum	NNS
cord-302553-d0hk4ipg	225	22	and	and	CC
cord-302553-d0hk4ipg	225	23	obtaining	obtain	VBG
cord-302553-d0hk4ipg	225	24	relevant	relevant	JJ
cord-302553-d0hk4ipg	225	25	social	social	JJ
cord-302553-d0hk4ipg	225	26	media	medium	NNS
cord-302553-d0hk4ipg	225	27	data	datum	NNS
cord-302553-d0hk4ipg	225	28	,	,	,
cord-302553-d0hk4ipg	225	29	as	as	IN
cord-302553-d0hk4ipg	225	30	shown	show	VBN
cord-302553-d0hk4ipg	225	31	in	in	IN
cord-302553-d0hk4ipg	225	32	Figure	Figure	NNP
cord-302553-d0hk4ipg	225	33	5	5	CD
cord-302553-d0hk4ipg	225	34	.	.	.
cord-302553-d0hk4ipg	226	1	Next	next	RB
cord-302553-d0hk4ipg	226	2	,	,	,
cord-302553-d0hk4ipg	226	3	we	-PRON-	PRP
cord-302553-d0hk4ipg	226	4	provide	provide	VBP
cord-302553-d0hk4ipg	226	5	some	some	DT
cord-302553-d0hk4ipg	226	6	crucial	crucial	JJ
cord-302553-d0hk4ipg	226	7	steps	step	NNS
cord-302553-d0hk4ipg	226	8	.	.	.
cord-302553-d0hk4ipg	227	1	1	1	LS
cord-302553-d0hk4ipg	227	2	.	.	.
cord-302553-d0hk4ipg	228	1	Obtaining	obtain	VBG
cord-302553-d0hk4ipg	229	1	Flu	Flu	NNP
cord-302553-d0hk4ipg	229	2	Data	Data	NNP
cord-302553-d0hk4ipg	229	3	Based	Based	NNP
cord-302553-d0hk4ipg	229	4	on	on	IN
cord-302553-d0hk4ipg	229	5	Social	Social	NNP
cord-302553-d0hk4ipg	229	6	Media	Media	NNP
cord-302553-d0hk4ipg	229	7	Six	six	CD
cord-302553-d0hk4ipg	229	8	keywords	keyword	NNS
cord-302553-d0hk4ipg	229	9	were	be	VBD
cord-302553-d0hk4ipg	229	10	crawled	crawl	VBN
cord-302553-d0hk4ipg	229	11	from	from	IN
cord-302553-d0hk4ipg	229	12	Sina	Sina	NNP
cord-302553-d0hk4ipg	229	13	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	229	14	;	;	:
cord-302553-d0hk4ipg	229	15	these	these	DT
cord-302553-d0hk4ipg	229	16	six	six	CD
cord-302553-d0hk4ipg	229	17	keywords	keyword	NNS
cord-302553-d0hk4ipg	229	18	include	include	VBP
cord-302553-d0hk4ipg	229	19	"	"	``
cord-302553-d0hk4ipg	229	20	flu	flu	NN
cord-302553-d0hk4ipg	229	21	(	(	-LRB-
cord-302553-d0hk4ipg	229	22	Gan	Gan	NNP
cord-302553-d0hk4ipg	229	23	Mao	Mao	NNP
cord-302553-d0hk4ipg	229	24	)	)	-RRB-
cord-302553-d0hk4ipg	229	25	"	"	``
cord-302553-d0hk4ipg	229	26	,	,	,
cord-302553-d0hk4ipg	229	27	"	"	''
cord-302553-d0hk4ipg	229	28	influenza	influenza	NN
cord-302553-d0hk4ipg	229	29	(	(	-LRB-
cord-302553-d0hk4ipg	229	30	Liu	Liu	NNP
cord-302553-d0hk4ipg	229	31	Gan	Gan	NNP
cord-302553-d0hk4ipg	229	32	)	)	-RRB-
cord-302553-d0hk4ipg	229	33	"	"	``
cord-302553-d0hk4ipg	229	34	,	,	,
cord-302553-d0hk4ipg	229	35	"	"	''
cord-302553-d0hk4ipg	229	36	cough	cough	NN
cord-302553-d0hk4ipg	229	37	(	(	-LRB-
cord-302553-d0hk4ipg	229	38	Ke	Ke	NNP
cord-302553-d0hk4ipg	229	39	Sou	Sou	NNP
cord-302553-d0hk4ipg	229	40	)	)	-RRB-
cord-302553-d0hk4ipg	229	41	"	"	``
cord-302553-d0hk4ipg	229	42	,	,	,
cord-302553-d0hk4ipg	229	43	"	"	``
cord-302553-d0hk4ipg	229	44	fever	fever	NN
cord-302553-d0hk4ipg	229	45	(	(	-LRB-
cord-302553-d0hk4ipg	229	46	Fa	Fa	NNP
cord-302553-d0hk4ipg	229	47	Shao	Shao	NNP
cord-302553-d0hk4ipg	229	48	)	)	-RRB-
cord-302553-d0hk4ipg	229	49	"	"	``
cord-302553-d0hk4ipg	229	50	,	,	,
cord-302553-d0hk4ipg	229	51	"	"	``
cord-302553-d0hk4ipg	229	52	sneeze	sneeze	VB
cord-302553-d0hk4ipg	229	53	(	(	-LRB-
cord-302553-d0hk4ipg	229	54	Pen	pen	NN
cord-302553-d0hk4ipg	229	55	Ti	Ti	NNP
cord-302553-d0hk4ipg	229	56	)	)	-RRB-
cord-302553-d0hk4ipg	229	57	"	"	''
cord-302553-d0hk4ipg	229	58	and	and	CC
cord-302553-d0hk4ipg	229	59	"	"	``
cord-302553-d0hk4ipg	229	60	nasal	nasal	JJ
cord-302553-d0hk4ipg	229	61	congestion	congestion	NN
cord-302553-d0hk4ipg	229	62	(	(	-LRB-
cord-302553-d0hk4ipg	229	63	Bi	Bi	NNP
cord-302553-d0hk4ipg	229	64	Sai	Sai	NNP
cord-302553-d0hk4ipg	229	65	)	)	-RRB-
cord-302553-d0hk4ipg	229	66	"	"	''
cord-302553-d0hk4ipg	229	67	.	.	.
cord-302553-d0hk4ipg	230	1	We	-PRON-	PRP
cord-302553-d0hk4ipg	230	2	used	use	VBD
cord-302553-d0hk4ipg	230	3	Python	Python	NNP
cord-302553-d0hk4ipg	230	4	for	for	IN
cord-302553-d0hk4ipg	230	5	this	this	DT
cord-302553-d0hk4ipg	230	6	task	task	NN
cord-302553-d0hk4ipg	230	7	,	,	,
cord-302553-d0hk4ipg	230	8	and	and	CC
cord-302553-d0hk4ipg	230	9	these	these	DT
cord-302553-d0hk4ipg	230	10	flu	flu	NN
cord-302553-d0hk4ipg	230	11	-	-	HYPH
cord-302553-d0hk4ipg	230	12	related	relate	VBN
cord-302553-d0hk4ipg	230	13	weibos	weibos	NNP
cord-302553-d0hk4ipg	230	14	constitute	constitute	VBP
cord-302553-d0hk4ipg	230	15	an	an	DT
cord-302553-d0hk4ipg	230	16	elementary	elementary	JJ
cord-302553-d0hk4ipg	230	17	corpus	corpus	NN
cord-302553-d0hk4ipg	230	18	.	.	.
cord-302553-d0hk4ipg	231	1	2	2	LS
cord-302553-d0hk4ipg	231	2	.	.	.
cord-302553-d0hk4ipg	232	1	Cleaning	clean	VBG
cord-302553-d0hk4ipg	232	2	the	the	DT
cord-302553-d0hk4ipg	232	3	Flu	Flu	NNP
cord-302553-d0hk4ipg	232	4	Data	Data	NNP
cord-302553-d0hk4ipg	233	1	Considering	consider	VBG
cord-302553-d0hk4ipg	233	2	the	the	DT
cord-302553-d0hk4ipg	233	3	existence	existence	NN
cord-302553-d0hk4ipg	233	4	of	of	IN
cord-302553-d0hk4ipg	233	5	advertisements	advertisement	NNS
cord-302553-d0hk4ipg	233	6	and	and	CC
cord-302553-d0hk4ipg	233	7	forwarding	forwarding	NN
cord-302553-d0hk4ipg	233	8	,	,	,
cord-302553-d0hk4ipg	233	9	this	this	DT
cord-302553-d0hk4ipg	233	10	study	study	NN
cord-302553-d0hk4ipg	233	11	used	use	VBD
cord-302553-d0hk4ipg	233	12	Support	Support	NNP
cord-302553-d0hk4ipg	233	13	Vector	Vector	NNP
cord-302553-d0hk4ipg	233	14	Machine	Machine	NNP
cord-302553-d0hk4ipg	233	15	(	(	-LRB-
cord-302553-d0hk4ipg	233	16	SVM	SVM	NNP
cord-302553-d0hk4ipg	233	17	)	)	-RRB-
cord-302553-d0hk4ipg	233	18	to	to	TO
cord-302553-d0hk4ipg	233	19	screen	screen	VB
cord-302553-d0hk4ipg	233	20	the	the	DT
cord-302553-d0hk4ipg	233	21	invalid	invalid	JJ
cord-302553-d0hk4ipg	233	22	data	datum	NNS
cord-302553-d0hk4ipg	233	23	and	and	CC
cord-302553-d0hk4ipg	233	24	retain	retain	VB
cord-302553-d0hk4ipg	233	25	the	the	DT
cord-302553-d0hk4ipg	233	26	flu	flu	NN
cord-302553-d0hk4ipg	233	27	-	-	HYPH
cord-302553-d0hk4ipg	233	28	related	relate	VBN
cord-302553-d0hk4ipg	233	29	weibos	weibos	NNP
cord-302553-d0hk4ipg	233	30	.	.	.
cord-302553-d0hk4ipg	234	1	The	the	DT
cord-302553-d0hk4ipg	234	2	final	final	JJ
cord-302553-d0hk4ipg	234	3	flu	flu	NN
cord-302553-d0hk4ipg	234	4	-	-	HYPH
cord-302553-d0hk4ipg	234	5	related	relate	VBN
cord-302553-d0hk4ipg	234	6	weibo	weibo	NNP
cord-302553-d0hk4ipg	234	7	corpus	corpus	NNP
cord-302553-d0hk4ipg	234	8	is	be	VBZ
cord-302553-d0hk4ipg	234	9	generated	generate	VBN
cord-302553-d0hk4ipg	234	10	after	after	IN
cord-302553-d0hk4ipg	234	11	word	word	NN
cord-302553-d0hk4ipg	234	12	segmentation	segmentation	NN
cord-302553-d0hk4ipg	234	13	and	and	CC
cord-302553-d0hk4ipg	234	14	the	the	DT
cord-302553-d0hk4ipg	234	15	removal	removal	NN
cord-302553-d0hk4ipg	234	16	of	of	IN
cord-302553-d0hk4ipg	234	17	stop	stop	NN
cord-302553-d0hk4ipg	234	18	words	word	NNS
cord-302553-d0hk4ipg	234	19	.	.	.
cord-302553-d0hk4ipg	235	1	The	the	DT
cord-302553-d0hk4ipg	235	2	entire	entire	JJ
cord-302553-d0hk4ipg	235	3	process	process	NN
cord-302553-d0hk4ipg	235	4	is	be	VBZ
cord-302553-d0hk4ipg	235	5	shown	show	VBN
cord-302553-d0hk4ipg	235	6	in	in	IN
cord-302553-d0hk4ipg	235	7	Figure	Figure	NNP
cord-302553-d0hk4ipg	235	8	6	6	CD
cord-302553-d0hk4ipg	235	9	.	.	.
cord-302553-d0hk4ipg	235	10	 	 	_SP
cord-302553-d0hk4ipg	236	1	This	this	DT
cord-302553-d0hk4ipg	236	2	activity	activity	NN
cord-302553-d0hk4ipg	236	3	is	be	VBZ
cord-302553-d0hk4ipg	236	4	mainly	mainly	RB
cord-302553-d0hk4ipg	236	5	to	to	TO
cord-302553-d0hk4ipg	236	6	accurately	accurately	RB
cord-302553-d0hk4ipg	236	7	identify	identify	VB
cord-302553-d0hk4ipg	236	8	the	the	DT
cord-302553-d0hk4ipg	236	9	patient	patient	NN
cord-302553-d0hk4ipg	236	10	's	's	POS
cord-302553-d0hk4ipg	236	11	disease	disease	NN
cord-302553-d0hk4ipg	236	12	period	period	NN
cord-302553-d0hk4ipg	236	13	to	to	TO
cord-302553-d0hk4ipg	236	14	improve	improve	VB
cord-302553-d0hk4ipg	236	15	the	the	DT
cord-302553-d0hk4ipg	236	16	detection	detection	NN
cord-302553-d0hk4ipg	236	17	accuracy	accuracy	NN
cord-302553-d0hk4ipg	236	18	of	of	IN
cord-302553-d0hk4ipg	236	19	infectious	infectious	JJ
cord-302553-d0hk4ipg	236	20	diseases	disease	NNS
cord-302553-d0hk4ipg	236	21	.	.	.
cord-302553-d0hk4ipg	237	1	The	the	DT
cord-302553-d0hk4ipg	237	2	whole	whole	JJ
cord-302553-d0hk4ipg	237	3	process	process	NN
cord-302553-d0hk4ipg	237	4	includes	include	VBZ
cord-302553-d0hk4ipg	237	5	six	six	CD
cord-302553-d0hk4ipg	237	6	steps	step	NNS
cord-302553-d0hk4ipg	237	7	.	.	.
cord-302553-d0hk4ipg	238	1	Activity	activity	NN
cord-302553-d0hk4ipg	238	2	2	2	CD
cord-302553-d0hk4ipg	238	3	in	in	IN
cord-302553-d0hk4ipg	238	4	Figure	figure	NN
cord-302553-d0hk4ipg	238	5	5	5	CD
cord-302553-d0hk4ipg	238	6	shows	show	VBZ
cord-302553-d0hk4ipg	238	7	that	that	IN
cord-302553-d0hk4ipg	238	8	the	the	DT
cord-302553-d0hk4ipg	238	9	word	word	NN
cord-302553-d0hk4ipg	238	10	level	level	NN
cord-302553-d0hk4ipg	238	11	detection	detection	NN
cord-302553-d0hk4ipg	238	12	consists	consist	VBZ
cord-302553-d0hk4ipg	238	13	of	of	IN
cord-302553-d0hk4ipg	238	14	3	3	CD
cord-302553-d0hk4ipg	238	15	steps	step	NNS
cord-302553-d0hk4ipg	238	16	and	and	CC
cord-302553-d0hk4ipg	238	17	the	the	DT
cord-302553-d0hk4ipg	238	18	text	text	NN
cord-302553-d0hk4ipg	238	19	level	level	NN
cord-302553-d0hk4ipg	238	20	includes	include	VBZ
cord-302553-d0hk4ipg	238	21	3	3	CD
cord-302553-d0hk4ipg	238	22	steps	step	NNS
cord-302553-d0hk4ipg	238	23	,	,	,
cord-302553-d0hk4ipg	238	24	which	which	WDT
cord-302553-d0hk4ipg	238	25	is	be	VBZ
cord-302553-d0hk4ipg	238	26	introduced	introduce	VBN
cord-302553-d0hk4ipg	238	27	as	as	IN
cord-302553-d0hk4ipg	238	28	follows	follow	VBZ
cord-302553-d0hk4ipg	238	29	.	.	.
cord-302553-d0hk4ipg	239	1	Word2vector	Word2vector	NNP
cord-302553-d0hk4ipg	239	2	is	be	VBZ
cord-302553-d0hk4ipg	239	3	an	an	DT
cord-302553-d0hk4ipg	239	4	efficient	efficient	JJ
cord-302553-d0hk4ipg	239	5	training	training	NN
cord-302553-d0hk4ipg	239	6	method	method	NN
cord-302553-d0hk4ipg	239	7	to	to	TO
cord-302553-d0hk4ipg	239	8	transform	transform	VB
cord-302553-d0hk4ipg	239	9	a	a	DT
cord-302553-d0hk4ipg	239	10	symbol	symbol	NN
cord-302553-d0hk4ipg	239	11	into	into	IN
cord-302553-d0hk4ipg	239	12	a	a	DT
cord-302553-d0hk4ipg	239	13	structure	structure	NN
cord-302553-d0hk4ipg	239	14	and	and	CC
cord-302553-d0hk4ipg	239	15	digital	digital	JJ
cord-302553-d0hk4ipg	239	16	representation	representation	NN
cord-302553-d0hk4ipg	239	17	.	.	.
cord-302553-d0hk4ipg	240	1	Word	word	NN
cord-302553-d0hk4ipg	240	2	embedding	embedding	NN
cord-302553-d0hk4ipg	240	3	is	be	VBZ
cord-302553-d0hk4ipg	240	4	represented	represent	VBN
cord-302553-d0hk4ipg	240	5	differently	differently	RB
cord-302553-d0hk4ipg	240	6	in	in	IN
cord-302553-d0hk4ipg	240	7	different	different	JJ
cord-302553-d0hk4ipg	240	8	vocabularies	vocabulary	NNS
cord-302553-d0hk4ipg	240	9	or	or	CC
cord-302553-d0hk4ipg	240	10	by	by	IN
cord-302553-d0hk4ipg	240	11	different	different	JJ
cord-302553-d0hk4ipg	240	12	training	training	NN
cord-302553-d0hk4ipg	240	13	methods	method	NNS
cord-302553-d0hk4ipg	240	14	.	.	.
cord-302553-d0hk4ipg	241	1	The	the	DT
cord-302553-d0hk4ipg	241	2	principles	principle	NNS
cord-302553-d0hk4ipg	241	3	of	of	IN
cord-302553-d0hk4ipg	241	4	Word2vector	Word2vector	NNP
cord-302553-d0hk4ipg	241	5	are	be	VBP
cord-302553-d0hk4ipg	241	6	mainly	mainly	RB
cord-302553-d0hk4ipg	241	7	separated	separate	VBN
cord-302553-d0hk4ipg	241	8	into	into	IN
cord-302553-d0hk4ipg	241	9	three	three	CD
cord-302553-d0hk4ipg	241	10	parts	part	NNS
cord-302553-d0hk4ipg	241	11	to	to	TO
cord-302553-d0hk4ipg	241	12	transform	transform	VB
cord-302553-d0hk4ipg	241	13	the	the	DT
cord-302553-d0hk4ipg	241	14	words	word	NNS
cord-302553-d0hk4ipg	241	15	from	from	IN
cord-302553-d0hk4ipg	241	16	the	the	DT
cord-302553-d0hk4ipg	241	17	vocabulary	vocabulary	NN
cord-302553-d0hk4ipg	241	18	of	of	IN
cord-302553-d0hk4ipg	241	19	a	a	DT
cord-302553-d0hk4ipg	241	20	flu	flu	NN
cord-302553-d0hk4ipg	241	21	-	-	HYPH
cord-302553-d0hk4ipg	241	22	related	relate	VBN
cord-302553-d0hk4ipg	241	23	weibo	weibo	NN
cord-302553-d0hk4ipg	241	24	into	into	IN
cord-302553-d0hk4ipg	241	25	high	high	JJ
cord-302553-d0hk4ipg	241	26	-	-	HYPH
cord-302553-d0hk4ipg	241	27	dimensional	dimensional	JJ
cord-302553-d0hk4ipg	241	28	space	space	NN
cord-302553-d0hk4ipg	241	29	vectors	vector	NNS
cord-302553-d0hk4ipg	241	30	,	,	,
cord-302553-d0hk4ipg	241	31	as	as	IN
cord-302553-d0hk4ipg	241	32	follows	follow	VBZ
cord-302553-d0hk4ipg	241	33	in	in	IN
cord-302553-d0hk4ipg	241	34	Figure	Figure	NNP
cord-302553-d0hk4ipg	241	35	7	7	CD
cord-302553-d0hk4ipg	241	36	.	.	.
cord-302553-d0hk4ipg	242	1	Building	build	VBG
cord-302553-d0hk4ipg	242	2	the	the	DT
cord-302553-d0hk4ipg	242	3	vocabulary	vocabulary	NN
cord-302553-d0hk4ipg	242	4	of	of	IN
cord-302553-d0hk4ipg	242	5	the	the	DT
cord-302553-d0hk4ipg	242	6	flu	flu	NN
cord-302553-d0hk4ipg	242	7	-	-	HYPH
cord-302553-d0hk4ipg	242	8	related	relate	VBN
cord-302553-d0hk4ipg	242	9	weibo	weibo	NNP
cord-302553-d0hk4ipg	242	10	texts	text	NNS
cord-302553-d0hk4ipg	242	11	:	:	:
cord-302553-d0hk4ipg	242	12	the	the	DT
cord-302553-d0hk4ipg	242	13	processing	processing	NN
cord-302553-d0hk4ipg	242	14	of	of	IN
cord-302553-d0hk4ipg	242	15	the	the	DT
cord-302553-d0hk4ipg	242	16	text	text	NN
cord-302553-d0hk4ipg	242	17	,	,	,
cord-302553-d0hk4ipg	242	18	which	which	WDT
cord-302553-d0hk4ipg	242	19	means	mean	VBZ
cord-302553-d0hk4ipg	242	20	that	that	IN
cord-302553-d0hk4ipg	242	21	a	a	DT
cord-302553-d0hk4ipg	242	22	specific	specific	JJ
cord-302553-d0hk4ipg	242	23	vocabulary	vocabulary	NN
cord-302553-d0hk4ipg	242	24	is	be	VBZ
cord-302553-d0hk4ipg	242	25	required	require	VBN
cord-302553-d0hk4ipg	242	26	;	;	:
cord-302553-d0hk4ipg	243	1	•	•	NNP
cord-302553-d0hk4ipg	243	2	Initializing	initialize	VBG
cord-302553-d0hk4ipg	243	3	the	the	DT
cord-302553-d0hk4ipg	243	4	network	network	NN
cord-302553-d0hk4ipg	243	5	structure	structure	NN
cord-302553-d0hk4ipg	243	6	of	of	IN
cord-302553-d0hk4ipg	243	7	the	the	DT
cord-302553-d0hk4ipg	243	8	weibo	weibo	NNP
cord-302553-d0hk4ipg	243	9	text	text	NNP
cord-302553-d0hk4ipg	243	10	:	:	:
cord-302553-d0hk4ipg	244	1	the	the	DT
cord-302553-d0hk4ipg	244	2	initialization	initialization	NN
cord-302553-d0hk4ipg	244	3	of	of	IN
cord-302553-d0hk4ipg	244	4	parameters	parameter	NNS
cord-302553-d0hk4ipg	244	5	in	in	IN
cord-302553-d0hk4ipg	244	6	the	the	DT
cord-302553-d0hk4ipg	244	7	CBOW	CBOW	NNP
cord-302553-d0hk4ipg	244	8	model	model	NN
cord-302553-d0hk4ipg	244	9	,	,	,
cord-302553-d0hk4ipg	244	10	with	with	IN
cord-302553-d0hk4ipg	244	11	Huffman	Huffman	NNP
cord-302553-d0hk4ipg	244	12	coding	code	VBG
cord-302553-d0hk4ipg	244	13	generation	generation	NN
cord-302553-d0hk4ipg	244	14	;	;	:
cord-302553-d0hk4ipg	245	1	•	•	NNP
cord-302553-d0hk4ipg	246	1	Saving	save	VBG
cord-302553-d0hk4ipg	246	2	the	the	DT
cord-302553-d0hk4ipg	246	3	word	word	NN
cord-302553-d0hk4ipg	246	4	embedding	embedding	NN
cord-302553-d0hk4ipg	246	5	:	:	:
cord-302553-d0hk4ipg	246	6	saving	save	VBG
cord-302553-d0hk4ipg	246	7	the	the	DT
cord-302553-d0hk4ipg	246	8	result	result	NN
cord-302553-d0hk4ipg	246	9	in	in	IN
cord-302553-d0hk4ipg	246	10	a	a	DT
cord-302553-d0hk4ipg	246	11	specific	specific	JJ
cord-302553-d0hk4ipg	246	12	form	form	NN
cord-302553-d0hk4ipg	246	13	.	.	.
cord-302553-d0hk4ipg	246	14	 	 	_SP
cord-302553-d0hk4ipg	247	1	This	this	DT
cord-302553-d0hk4ipg	247	2	activity	activity	NN
cord-302553-d0hk4ipg	247	3	is	be	VBZ
cord-302553-d0hk4ipg	247	4	mainly	mainly	RB
cord-302553-d0hk4ipg	247	5	to	to	TO
cord-302553-d0hk4ipg	247	6	accurately	accurately	RB
cord-302553-d0hk4ipg	247	7	identify	identify	VB
cord-302553-d0hk4ipg	247	8	the	the	DT
cord-302553-d0hk4ipg	247	9	patient	patient	NN
cord-302553-d0hk4ipg	247	10	's	's	POS
cord-302553-d0hk4ipg	247	11	disease	disease	NN
cord-302553-d0hk4ipg	247	12	period	period	NN
cord-302553-d0hk4ipg	247	13	to	to	TO
cord-302553-d0hk4ipg	247	14	improve	improve	VB
cord-302553-d0hk4ipg	247	15	the	the	DT
cord-302553-d0hk4ipg	247	16	detection	detection	NN
cord-302553-d0hk4ipg	247	17	accuracy	accuracy	NN
cord-302553-d0hk4ipg	247	18	of	of	IN
cord-302553-d0hk4ipg	247	19	infectious	infectious	JJ
cord-302553-d0hk4ipg	247	20	diseases	disease	NNS
cord-302553-d0hk4ipg	247	21	.	.	.
cord-302553-d0hk4ipg	248	1	The	the	DT
cord-302553-d0hk4ipg	248	2	whole	whole	JJ
cord-302553-d0hk4ipg	248	3	process	process	NN
cord-302553-d0hk4ipg	248	4	includes	include	VBZ
cord-302553-d0hk4ipg	248	5	six	six	CD
cord-302553-d0hk4ipg	248	6	steps	step	NNS
cord-302553-d0hk4ipg	248	7	.	.	.
cord-302553-d0hk4ipg	249	1	Activity	activity	NN
cord-302553-d0hk4ipg	249	2	2	2	CD
cord-302553-d0hk4ipg	249	3	in	in	IN
cord-302553-d0hk4ipg	249	4	Figure	figure	NN
cord-302553-d0hk4ipg	249	5	5	5	CD
cord-302553-d0hk4ipg	249	6	shows	show	VBZ
cord-302553-d0hk4ipg	249	7	that	that	IN
cord-302553-d0hk4ipg	249	8	the	the	DT
cord-302553-d0hk4ipg	249	9	word	word	NN
cord-302553-d0hk4ipg	249	10	level	level	NN
cord-302553-d0hk4ipg	249	11	detection	detection	NN
cord-302553-d0hk4ipg	249	12	consists	consist	VBZ
cord-302553-d0hk4ipg	249	13	of	of	IN
cord-302553-d0hk4ipg	249	14	3	3	CD
cord-302553-d0hk4ipg	249	15	steps	step	NNS
cord-302553-d0hk4ipg	249	16	and	and	CC
cord-302553-d0hk4ipg	249	17	the	the	DT
cord-302553-d0hk4ipg	249	18	text	text	NN
cord-302553-d0hk4ipg	249	19	level	level	NN
cord-302553-d0hk4ipg	249	20	includes	include	VBZ
cord-302553-d0hk4ipg	249	21	3	3	CD
cord-302553-d0hk4ipg	249	22	steps	step	NNS
cord-302553-d0hk4ipg	249	23	,	,	,
cord-302553-d0hk4ipg	249	24	which	which	WDT
cord-302553-d0hk4ipg	249	25	is	be	VBZ
cord-302553-d0hk4ipg	249	26	introduced	introduce	VBN
cord-302553-d0hk4ipg	249	27	as	as	IN
cord-302553-d0hk4ipg	249	28	follows	follow	VBZ
cord-302553-d0hk4ipg	249	29	.	.	.
cord-302553-d0hk4ipg	250	1	1	1	LS
cord-302553-d0hk4ipg	250	2	.	.	.
cord-302553-d0hk4ipg	251	1	Relationships	relationship	NNS
cord-302553-d0hk4ipg	251	2	between	between	IN
cord-302553-d0hk4ipg	251	3	Sentiment	Sentiment	NNP
cord-302553-d0hk4ipg	251	4	Polarity	Polarity	NNP
cord-302553-d0hk4ipg	251	5	and	and	CC
cord-302553-d0hk4ipg	251	6	Flu	Flu	NNP
cord-302553-d0hk4ipg	251	7	Period	Period	NNP
cord-302553-d0hk4ipg	251	8	at	at	IN
cord-302553-d0hk4ipg	251	9	the	the	DT
cord-302553-d0hk4ipg	251	10	Word	Word	NNP
cord-302553-d0hk4ipg	251	11	Level	level	NN
cord-302553-d0hk4ipg	252	1	Word2vector	Word2vector	NNP
cord-302553-d0hk4ipg	252	2	is	be	VBZ
cord-302553-d0hk4ipg	252	3	an	an	DT
cord-302553-d0hk4ipg	252	4	efficient	efficient	JJ
cord-302553-d0hk4ipg	252	5	training	training	NN
cord-302553-d0hk4ipg	252	6	method	method	NN
cord-302553-d0hk4ipg	252	7	to	to	TO
cord-302553-d0hk4ipg	252	8	transform	transform	VB
cord-302553-d0hk4ipg	252	9	a	a	DT
cord-302553-d0hk4ipg	252	10	symbol	symbol	NN
cord-302553-d0hk4ipg	252	11	into	into	IN
cord-302553-d0hk4ipg	252	12	a	a	DT
cord-302553-d0hk4ipg	252	13	structure	structure	NN
cord-302553-d0hk4ipg	252	14	and	and	CC
cord-302553-d0hk4ipg	252	15	digital	digital	JJ
cord-302553-d0hk4ipg	252	16	representation	representation	NN
cord-302553-d0hk4ipg	252	17	.	.	.
cord-302553-d0hk4ipg	253	1	Word	word	NN
cord-302553-d0hk4ipg	253	2	embedding	embedding	NN
cord-302553-d0hk4ipg	253	3	is	be	VBZ
cord-302553-d0hk4ipg	253	4	represented	represent	VBN
cord-302553-d0hk4ipg	253	5	differently	differently	RB
cord-302553-d0hk4ipg	253	6	in	in	IN
cord-302553-d0hk4ipg	253	7	different	different	JJ
cord-302553-d0hk4ipg	253	8	vocabularies	vocabulary	NNS
cord-302553-d0hk4ipg	253	9	or	or	CC
cord-302553-d0hk4ipg	253	10	by	by	IN
cord-302553-d0hk4ipg	253	11	different	different	JJ
cord-302553-d0hk4ipg	253	12	training	training	NN
cord-302553-d0hk4ipg	253	13	methods	method	NNS
cord-302553-d0hk4ipg	253	14	.	.	.
cord-302553-d0hk4ipg	254	1	The	the	DT
cord-302553-d0hk4ipg	254	2	principles	principle	NNS
cord-302553-d0hk4ipg	254	3	of	of	IN
cord-302553-d0hk4ipg	254	4	Word2vector	Word2vector	NNP
cord-302553-d0hk4ipg	254	5	are	be	VBP
cord-302553-d0hk4ipg	254	6	mainly	mainly	RB
cord-302553-d0hk4ipg	254	7	separated	separate	VBN
cord-302553-d0hk4ipg	254	8	into	into	IN
cord-302553-d0hk4ipg	254	9	three	three	CD
cord-302553-d0hk4ipg	254	10	parts	part	NNS
cord-302553-d0hk4ipg	254	11	to	to	TO
cord-302553-d0hk4ipg	254	12	transform	transform	VB
cord-302553-d0hk4ipg	254	13	the	the	DT
cord-302553-d0hk4ipg	254	14	words	word	NNS
cord-302553-d0hk4ipg	254	15	from	from	IN
cord-302553-d0hk4ipg	254	16	the	the	DT
cord-302553-d0hk4ipg	254	17	vocabulary	vocabulary	NN
cord-302553-d0hk4ipg	254	18	of	of	IN
cord-302553-d0hk4ipg	254	19	a	a	DT
cord-302553-d0hk4ipg	254	20	flu	flu	NN
cord-302553-d0hk4ipg	254	21	-	-	HYPH
cord-302553-d0hk4ipg	254	22	related	relate	VBN
cord-302553-d0hk4ipg	254	23	weibo	weibo	NN
cord-302553-d0hk4ipg	254	24	into	into	IN
cord-302553-d0hk4ipg	254	25	high	high	JJ
cord-302553-d0hk4ipg	254	26	-	-	HYPH
cord-302553-d0hk4ipg	254	27	dimensional	dimensional	JJ
cord-302553-d0hk4ipg	254	28	space	space	NN
cord-302553-d0hk4ipg	254	29	vectors	vector	NNS
cord-302553-d0hk4ipg	254	30	,	,	,
cord-302553-d0hk4ipg	254	31	as	as	IN
cord-302553-d0hk4ipg	254	32	follows	follow	VBZ
cord-302553-d0hk4ipg	254	33	in	in	IN
cord-302553-d0hk4ipg	254	34	Figure	Figure	NNP
cord-302553-d0hk4ipg	254	35	7	7	CD
cord-302553-d0hk4ipg	254	36	.	.	.
cord-302553-d0hk4ipg	255	1	Building	build	VBG
cord-302553-d0hk4ipg	255	2	the	the	DT
cord-302553-d0hk4ipg	255	3	vocabulary	vocabulary	NN
cord-302553-d0hk4ipg	255	4	of	of	IN
cord-302553-d0hk4ipg	255	5	the	the	DT
cord-302553-d0hk4ipg	255	6	flu	flu	NN
cord-302553-d0hk4ipg	255	7	-	-	HYPH
cord-302553-d0hk4ipg	255	8	related	relate	VBN
cord-302553-d0hk4ipg	255	9	weibo	weibo	NNP
cord-302553-d0hk4ipg	255	10	texts	text	NNS
cord-302553-d0hk4ipg	255	11	:	:	:
cord-302553-d0hk4ipg	255	12	the	the	DT
cord-302553-d0hk4ipg	255	13	processing	processing	NN
cord-302553-d0hk4ipg	255	14	of	of	IN
cord-302553-d0hk4ipg	255	15	the	the	DT
cord-302553-d0hk4ipg	255	16	text	text	NN
cord-302553-d0hk4ipg	255	17	,	,	,
cord-302553-d0hk4ipg	255	18	which	which	WDT
cord-302553-d0hk4ipg	255	19	means	mean	VBZ
cord-302553-d0hk4ipg	255	20	that	that	IN
cord-302553-d0hk4ipg	255	21	a	a	DT
cord-302553-d0hk4ipg	255	22	specific	specific	JJ
cord-302553-d0hk4ipg	255	23	vocabulary	vocabulary	NN
cord-302553-d0hk4ipg	255	24	is	be	VBZ
cord-302553-d0hk4ipg	255	25	required	require	VBN
cord-302553-d0hk4ipg	255	26	;	;	:
cord-302553-d0hk4ipg	256	1	•	•	NNP
cord-302553-d0hk4ipg	256	2	Initializing	initialize	VBG
cord-302553-d0hk4ipg	256	3	the	the	DT
cord-302553-d0hk4ipg	256	4	network	network	NN
cord-302553-d0hk4ipg	256	5	structure	structure	NN
cord-302553-d0hk4ipg	256	6	of	of	IN
cord-302553-d0hk4ipg	256	7	the	the	DT
cord-302553-d0hk4ipg	256	8	weibo	weibo	NNP
cord-302553-d0hk4ipg	256	9	text	text	NNP
cord-302553-d0hk4ipg	256	10	:	:	:
cord-302553-d0hk4ipg	257	1	the	the	DT
cord-302553-d0hk4ipg	257	2	initialization	initialization	NN
cord-302553-d0hk4ipg	257	3	of	of	IN
cord-302553-d0hk4ipg	257	4	parameters	parameter	NNS
cord-302553-d0hk4ipg	257	5	in	in	IN
cord-302553-d0hk4ipg	257	6	the	the	DT
cord-302553-d0hk4ipg	257	7	CBOW	CBOW	NNP
cord-302553-d0hk4ipg	257	8	model	model	NN
cord-302553-d0hk4ipg	257	9	,	,	,
cord-302553-d0hk4ipg	257	10	with	with	IN
cord-302553-d0hk4ipg	257	11	Huffman	Huffman	NNP
cord-302553-d0hk4ipg	257	12	coding	code	VBG
cord-302553-d0hk4ipg	257	13	generation	generation	NN
cord-302553-d0hk4ipg	257	14	;	;	:
cord-302553-d0hk4ipg	258	1	•	•	NNP
cord-302553-d0hk4ipg	259	1	Saving	save	VBG
cord-302553-d0hk4ipg	259	2	the	the	DT
cord-302553-d0hk4ipg	259	3	word	word	NN
cord-302553-d0hk4ipg	259	4	embedding	embedding	NN
cord-302553-d0hk4ipg	259	5	:	:	:
cord-302553-d0hk4ipg	259	6	saving	save	VBG
cord-302553-d0hk4ipg	259	7	the	the	DT
cord-302553-d0hk4ipg	259	8	result	result	NN
cord-302553-d0hk4ipg	259	9	in	in	IN
cord-302553-d0hk4ipg	259	10	a	a	DT
cord-302553-d0hk4ipg	259	11	specific	specific	JJ
cord-302553-d0hk4ipg	259	12	form	form	NN
cord-302553-d0hk4ipg	259	13	.	.	.
cord-302553-d0hk4ipg	260	1	(	(	-LRB-
cord-302553-d0hk4ipg	260	2	CBOW	CBOW	NNP
cord-302553-d0hk4ipg	260	3	Model	Model	NNP
cord-302553-d0hk4ipg	260	4	)	)	-RRB-
cord-302553-d0hk4ipg	261	1	The	the	DT
cord-302553-d0hk4ipg	261	2	CBOW	CBOW	NNP
cord-302553-d0hk4ipg	261	3	model	model	NN
cord-302553-d0hk4ipg	261	4	contains	contain	VBZ
cord-302553-d0hk4ipg	261	5	three	three	CD
cord-302553-d0hk4ipg	261	6	layers	layer	NNS
cord-302553-d0hk4ipg	261	7	,	,	,
cord-302553-d0hk4ipg	261	8	including	include	VBG
cord-302553-d0hk4ipg	261	9	the	the	DT
cord-302553-d0hk4ipg	261	10	input	input	NN
cord-302553-d0hk4ipg	261	11	layer	layer	NN
cord-302553-d0hk4ipg	261	12	,	,	,
cord-302553-d0hk4ipg	261	13	projection	projection	NN
cord-302553-d0hk4ipg	261	14	layer	layer	NN
cord-302553-d0hk4ipg	261	15	and	and	CC
cord-302553-d0hk4ipg	261	16	output	output	NN
cord-302553-d0hk4ipg	261	17	layer	layer	NN
cord-302553-d0hk4ipg	261	18	.	.	.
cord-302553-d0hk4ipg	262	1	The	the	DT
cord-302553-d0hk4ipg	262	2	window	window	NN
cord-302553-d0hk4ipg	262	3	size	size	NN
cord-302553-d0hk4ipg	262	4	used	use	VBN
cord-302553-d0hk4ipg	262	5	in	in	IN
cord-302553-d0hk4ipg	262	6	this	this	DT
cord-302553-d0hk4ipg	262	7	paper	paper	NN
cord-302553-d0hk4ipg	262	8	is	be	VBZ
cord-302553-d0hk4ipg	262	9	5	5	CD
cord-302553-d0hk4ipg	262	10	.	.	.
cord-302553-d0hk4ipg	263	1	The	the	DT
cord-302553-d0hk4ipg	263	2	vectors	vector	NNS
cord-302553-d0hk4ipg	263	3	that	that	WDT
cord-302553-d0hk4ipg	263	4	correspond	correspond	VBP
cord-302553-d0hk4ipg	263	5	to	to	IN
cord-302553-d0hk4ipg	263	6	each	each	DT
cord-302553-d0hk4ipg	263	7	word	word	NN
cord-302553-d0hk4ipg	263	8	are	be	VBP
cord-302553-d0hk4ipg	263	9	first	first	RB
cord-302553-d0hk4ipg	263	10	found	find	VBN
cord-302553-d0hk4ipg	263	11	to	to	TO
cord-302553-d0hk4ipg	263	12	be	be	VB
cord-302553-d0hk4ipg	263	13	summarized	summarize	VBN
cord-302553-d0hk4ipg	263	14	from	from	IN
cord-302553-d0hk4ipg	263	15	the	the	DT
cord-302553-d0hk4ipg	263	16	input	input	NN
cord-302553-d0hk4ipg	263	17	layer	layer	NN
cord-302553-d0hk4ipg	263	18	to	to	IN
cord-302553-d0hk4ipg	263	19	the	the	DT
cord-302553-d0hk4ipg	263	20	projection	projection	NN
cord-302553-d0hk4ipg	263	21	layer	layer	NN
cord-302553-d0hk4ipg	263	22	.	.	.
cord-302553-d0hk4ipg	264	1	After	after	IN
cord-302553-d0hk4ipg	264	2	all	all	DT
cord-302553-d0hk4ipg	264	3	of	of	IN
cord-302553-d0hk4ipg	264	4	the	the	DT
cord-302553-d0hk4ipg	264	5	word	word	NN
cord-302553-d0hk4ipg	264	6	vectors	vector	NNS
cord-302553-d0hk4ipg	264	7	in	in	IN
cord-302553-d0hk4ipg	264	8	the	the	DT
cord-302553-d0hk4ipg	264	9	window	window	NN
cord-302553-d0hk4ipg	264	10	are	be	VBP
cord-302553-d0hk4ipg	264	11	gathered	gather	VBN
cord-302553-d0hk4ipg	264	12	,	,	,
cord-302553-d0hk4ipg	264	13	they	-PRON-	PRP
cord-302553-d0hk4ipg	264	14	are	be	VBP
cord-302553-d0hk4ipg	264	15	stored	store	VBN
cord-302553-d0hk4ipg	264	16	in	in	IN
cord-302553-d0hk4ipg	264	17	the	the	DT
cord-302553-d0hk4ipg	264	18	projection	projection	NN
cord-302553-d0hk4ipg	264	19	layer	layer	NN
cord-302553-d0hk4ipg	264	20	,	,	,
cord-302553-d0hk4ipg	264	21	and	and	CC
cord-302553-d0hk4ipg	264	22	the	the	DT
cord-302553-d0hk4ipg	264	23	mean	mean	JJ
cord-302553-d0hk4ipg	264	24	value	value	NN
cord-302553-d0hk4ipg	264	25	is	be	VBZ
cord-302553-d0hk4ipg	264	26	calculated	calculate	VBN
cord-302553-d0hk4ipg	264	27	.	.	.
cord-302553-d0hk4ipg	265	1	(	(	-LRB-
cord-302553-d0hk4ipg	265	2	Hierarchical	Hierarchical	NNP
cord-302553-d0hk4ipg	265	3	Softmax	Softmax	NNP
cord-302553-d0hk4ipg	265	4	)	)	-RRB-
cord-302553-d0hk4ipg	266	1	Hierarchical	Hierarchical	NNP
cord-302553-d0hk4ipg	266	2	Softmax	Softmax	NNP
cord-302553-d0hk4ipg	266	3	is	be	VBZ
cord-302553-d0hk4ipg	266	4	a	a	DT
cord-302553-d0hk4ipg	266	5	key	key	JJ
cord-302553-d0hk4ipg	266	6	technology	technology	NN
cord-302553-d0hk4ipg	266	7	that	that	WDT
cord-302553-d0hk4ipg	266	8	is	be	VBZ
cord-302553-d0hk4ipg	266	9	used	use	VBN
cord-302553-d0hk4ipg	266	10	in	in	IN
cord-302553-d0hk4ipg	266	11	word2vec	word2vec	NN
cord-302553-d0hk4ipg	266	12	to	to	TO
cord-302553-d0hk4ipg	266	13	improve	improve	VB
cord-302553-d0hk4ipg	266	14	the	the	DT
cord-302553-d0hk4ipg	266	15	performance	performance	NN
cord-302553-d0hk4ipg	266	16	.	.	.
cord-302553-d0hk4ipg	267	1	In	in	IN
cord-302553-d0hk4ipg	267	2	the	the	DT
cord-302553-d0hk4ipg	267	3	Huffman	Huffman	NNP
cord-302553-d0hk4ipg	267	4	tree	tree	NN
cord-302553-d0hk4ipg	267	5	,	,	,
cord-302553-d0hk4ipg	267	6	the	the	DT
cord-302553-d0hk4ipg	267	7	softmax	softmax	NN
cord-302553-d0hk4ipg	267	8	mapping	mapping	NN
cord-302553-d0hk4ipg	267	9	of	of	IN
cord-302553-d0hk4ipg	267	10	the	the	DT
cord-302553-d0hk4ipg	267	11	hidden	hidden	JJ
cord-302553-d0hk4ipg	267	12	layer	layer	NN
cord-302553-d0hk4ipg	267	13	to	to	IN
cord-302553-d0hk4ipg	267	14	the	the	DT
cord-302553-d0hk4ipg	267	15	output	output	NN
cord-302553-d0hk4ipg	267	16	layer	layer	NN
cord-302553-d0hk4ipg	267	17	is	be	VBZ
cord-302553-d0hk4ipg	267	18	proceeded	proceed	VBN
cord-302553-d0hk4ipg	267	19	step	step	NN
cord-302553-d0hk4ipg	267	20	by	by	IN
cord-302553-d0hk4ipg	267	21	step	step	NN
cord-302553-d0hk4ipg	267	22	along	along	IN
cord-302553-d0hk4ipg	267	23	the	the	DT
cord-302553-d0hk4ipg	267	24	Hoffman	Hoffman	NNP
cord-302553-d0hk4ipg	267	25	tree	tree	NN
cord-302553-d0hk4ipg	267	26	and	and	CC
cord-302553-d0hk4ipg	267	27	,	,	,
cord-302553-d0hk4ipg	267	28	thus	thus	RB
cord-302553-d0hk4ipg	267	29	,	,	,
cord-302553-d0hk4ipg	267	30	this	this	DT
cord-302553-d0hk4ipg	267	31	softmax	softmax	NN
cord-302553-d0hk4ipg	267	32	is	be	VBZ
cord-302553-d0hk4ipg	267	33	named	name	VBN
cord-302553-d0hk4ipg	267	34	"	"	``
cord-302553-d0hk4ipg	267	35	Hierarchical	Hierarchical	NNP
cord-302553-d0hk4ipg	267	36	Softmax	Softmax	NNP
cord-302553-d0hk4ipg	267	37	"	"	''
cord-302553-d0hk4ipg	267	38	.	.	.
cord-302553-d0hk4ipg	268	1	(	(	-LRB-
cord-302553-d0hk4ipg	268	2	CBOW	CBOW	NNP
cord-302553-d0hk4ipg	268	3	Model	Model	NNP
cord-302553-d0hk4ipg	268	4	)	)	-RRB-
cord-302553-d0hk4ipg	269	1	The	the	DT
cord-302553-d0hk4ipg	269	2	CBOW	CBOW	NNP
cord-302553-d0hk4ipg	269	3	model	model	NN
cord-302553-d0hk4ipg	269	4	contains	contain	VBZ
cord-302553-d0hk4ipg	269	5	three	three	CD
cord-302553-d0hk4ipg	269	6	layers	layer	NNS
cord-302553-d0hk4ipg	269	7	,	,	,
cord-302553-d0hk4ipg	269	8	including	include	VBG
cord-302553-d0hk4ipg	269	9	the	the	DT
cord-302553-d0hk4ipg	269	10	input	input	NN
cord-302553-d0hk4ipg	269	11	layer	layer	NN
cord-302553-d0hk4ipg	269	12	,	,	,
cord-302553-d0hk4ipg	269	13	projection	projection	NN
cord-302553-d0hk4ipg	269	14	layer	layer	NN
cord-302553-d0hk4ipg	269	15	and	and	CC
cord-302553-d0hk4ipg	269	16	output	output	NN
cord-302553-d0hk4ipg	269	17	layer	layer	NN
cord-302553-d0hk4ipg	269	18	.	.	.
cord-302553-d0hk4ipg	270	1	The	the	DT
cord-302553-d0hk4ipg	270	2	window	window	NN
cord-302553-d0hk4ipg	270	3	size	size	NN
cord-302553-d0hk4ipg	270	4	used	use	VBN
cord-302553-d0hk4ipg	270	5	in	in	IN
cord-302553-d0hk4ipg	270	6	this	this	DT
cord-302553-d0hk4ipg	270	7	paper	paper	NN
cord-302553-d0hk4ipg	270	8	is	be	VBZ
cord-302553-d0hk4ipg	270	9	5	5	CD
cord-302553-d0hk4ipg	270	10	.	.	.
cord-302553-d0hk4ipg	271	1	The	the	DT
cord-302553-d0hk4ipg	271	2	vectors	vector	NNS
cord-302553-d0hk4ipg	271	3	that	that	WDT
cord-302553-d0hk4ipg	271	4	correspond	correspond	VBP
cord-302553-d0hk4ipg	271	5	to	to	IN
cord-302553-d0hk4ipg	271	6	each	each	DT
cord-302553-d0hk4ipg	271	7	word	word	NN
cord-302553-d0hk4ipg	271	8	are	be	VBP
cord-302553-d0hk4ipg	271	9	first	first	RB
cord-302553-d0hk4ipg	271	10	found	find	VBN
cord-302553-d0hk4ipg	271	11	to	to	TO
cord-302553-d0hk4ipg	271	12	be	be	VB
cord-302553-d0hk4ipg	271	13	summarized	summarize	VBN
cord-302553-d0hk4ipg	271	14	from	from	IN
cord-302553-d0hk4ipg	271	15	the	the	DT
cord-302553-d0hk4ipg	271	16	input	input	NN
cord-302553-d0hk4ipg	271	17	layer	layer	NN
cord-302553-d0hk4ipg	271	18	to	to	IN
cord-302553-d0hk4ipg	271	19	the	the	DT
cord-302553-d0hk4ipg	271	20	projection	projection	NN
cord-302553-d0hk4ipg	271	21	layer	layer	NN
cord-302553-d0hk4ipg	271	22	.	.	.
cord-302553-d0hk4ipg	272	1	After	after	IN
cord-302553-d0hk4ipg	272	2	all	all	DT
cord-302553-d0hk4ipg	272	3	of	of	IN
cord-302553-d0hk4ipg	272	4	the	the	DT
cord-302553-d0hk4ipg	272	5	word	word	NN
cord-302553-d0hk4ipg	272	6	vectors	vector	NNS
cord-302553-d0hk4ipg	272	7	in	in	IN
cord-302553-d0hk4ipg	272	8	the	the	DT
cord-302553-d0hk4ipg	272	9	window	window	NN
cord-302553-d0hk4ipg	272	10	are	be	VBP
cord-302553-d0hk4ipg	272	11	gathered	gather	VBN
cord-302553-d0hk4ipg	272	12	,	,	,
cord-302553-d0hk4ipg	272	13	they	-PRON-	PRP
cord-302553-d0hk4ipg	272	14	are	be	VBP
cord-302553-d0hk4ipg	272	15	stored	store	VBN
cord-302553-d0hk4ipg	272	16	in	in	IN
cord-302553-d0hk4ipg	272	17	the	the	DT
cord-302553-d0hk4ipg	272	18	projection	projection	NN
cord-302553-d0hk4ipg	272	19	layer	layer	NN
cord-302553-d0hk4ipg	272	20	,	,	,
cord-302553-d0hk4ipg	272	21	and	and	CC
cord-302553-d0hk4ipg	272	22	the	the	DT
cord-302553-d0hk4ipg	272	23	mean	mean	JJ
cord-302553-d0hk4ipg	272	24	value	value	NN
cord-302553-d0hk4ipg	272	25	is	be	VBZ
cord-302553-d0hk4ipg	272	26	calculated	calculate	VBN
cord-302553-d0hk4ipg	272	27	.	.	.
cord-302553-d0hk4ipg	273	1	(	(	-LRB-
cord-302553-d0hk4ipg	273	2	Hierarchical	Hierarchical	NNP
cord-302553-d0hk4ipg	273	3	Softmax	Softmax	NNP
cord-302553-d0hk4ipg	273	4	)	)	-RRB-
cord-302553-d0hk4ipg	274	1	Hierarchical	Hierarchical	NNP
cord-302553-d0hk4ipg	274	2	Softmax	Softmax	NNP
cord-302553-d0hk4ipg	274	3	is	be	VBZ
cord-302553-d0hk4ipg	274	4	a	a	DT
cord-302553-d0hk4ipg	274	5	key	key	JJ
cord-302553-d0hk4ipg	274	6	technology	technology	NN
cord-302553-d0hk4ipg	274	7	that	that	WDT
cord-302553-d0hk4ipg	274	8	is	be	VBZ
cord-302553-d0hk4ipg	274	9	used	use	VBN
cord-302553-d0hk4ipg	274	10	in	in	IN
cord-302553-d0hk4ipg	274	11	word2vec	word2vec	NN
cord-302553-d0hk4ipg	274	12	to	to	TO
cord-302553-d0hk4ipg	274	13	improve	improve	VB
cord-302553-d0hk4ipg	274	14	the	the	DT
cord-302553-d0hk4ipg	274	15	performance	performance	NN
cord-302553-d0hk4ipg	274	16	.	.	.
cord-302553-d0hk4ipg	275	1	In	in	IN
cord-302553-d0hk4ipg	275	2	the	the	DT
cord-302553-d0hk4ipg	275	3	Huffman	Huffman	NNP
cord-302553-d0hk4ipg	275	4	tree	tree	NN
cord-302553-d0hk4ipg	275	5	,	,	,
cord-302553-d0hk4ipg	275	6	the	the	DT
cord-302553-d0hk4ipg	275	7	softmax	softmax	NN
cord-302553-d0hk4ipg	275	8	mapping	mapping	NN
cord-302553-d0hk4ipg	275	9	of	of	IN
cord-302553-d0hk4ipg	275	10	the	the	DT
cord-302553-d0hk4ipg	275	11	hidden	hidden	JJ
cord-302553-d0hk4ipg	275	12	layer	layer	NN
cord-302553-d0hk4ipg	275	13	to	to	IN
cord-302553-d0hk4ipg	275	14	the	the	DT
cord-302553-d0hk4ipg	275	15	output	output	NN
cord-302553-d0hk4ipg	275	16	layer	layer	NN
cord-302553-d0hk4ipg	275	17	is	be	VBZ
cord-302553-d0hk4ipg	275	18	proceeded	proceed	VBN
cord-302553-d0hk4ipg	275	19	step	step	NN
cord-302553-d0hk4ipg	275	20	by	by	IN
cord-302553-d0hk4ipg	275	21	step	step	NN
cord-302553-d0hk4ipg	275	22	along	along	IN
cord-302553-d0hk4ipg	275	23	the	the	DT
cord-302553-d0hk4ipg	275	24	Hoffman	Hoffman	NNP
cord-302553-d0hk4ipg	275	25	tree	tree	NN
cord-302553-d0hk4ipg	275	26	and	and	CC
cord-302553-d0hk4ipg	275	27	,	,	,
cord-302553-d0hk4ipg	275	28	thus	thus	RB
cord-302553-d0hk4ipg	275	29	,	,	,
cord-302553-d0hk4ipg	275	30	this	this	DT
cord-302553-d0hk4ipg	275	31	softmax	softmax	NN
cord-302553-d0hk4ipg	275	32	is	be	VBZ
cord-302553-d0hk4ipg	275	33	named	name	VBN
cord-302553-d0hk4ipg	275	34	"	"	``
cord-302553-d0hk4ipg	275	35	Hierarchical	Hierarchical	NNP
cord-302553-d0hk4ipg	275	36	Softmax	Softmax	NNP
cord-302553-d0hk4ipg	275	37	"	"	''
cord-302553-d0hk4ipg	275	38	.	.	.
cord-302553-d0hk4ipg	276	1	Recurrent	recurrent	JJ
cord-302553-d0hk4ipg	276	2	Neural	Neural	NNP
cord-302553-d0hk4ipg	276	3	Networks	Networks	NNP
cord-302553-d0hk4ipg	276	4	(	(	-LRB-
cord-302553-d0hk4ipg	276	5	RNNs	rnn	NNS
cord-302553-d0hk4ipg	276	6	)	)	-RRB-
cord-302553-d0hk4ipg	276	7	perform	perform	VBP
cord-302553-d0hk4ipg	276	8	well	well	RB
cord-302553-d0hk4ipg	276	9	in	in	IN
cord-302553-d0hk4ipg	276	10	text	text	NN
cord-302553-d0hk4ipg	276	11	classification	classification	NN
cord-302553-d0hk4ipg	276	12	.	.	.
cord-302553-d0hk4ipg	277	1	However	however	RB
cord-302553-d0hk4ipg	277	2	,	,	,
cord-302553-d0hk4ipg	277	3	long	long	JJ
cord-302553-d0hk4ipg	277	4	-	-	HYPH
cord-302553-d0hk4ipg	277	5	term	term	NN
cord-302553-d0hk4ipg	277	6	dependence	dependence	NN
cord-302553-d0hk4ipg	277	7	occurs	occur	VBZ
cord-302553-d0hk4ipg	277	8	if	if	IN
cord-302553-d0hk4ipg	277	9	the	the	DT
cord-302553-d0hk4ipg	277	10	interval	interval	NN
cord-302553-d0hk4ipg	277	11	of	of	IN
cord-302553-d0hk4ipg	277	12	two	two	CD
cord-302553-d0hk4ipg	277	13	words	word	NNS
cord-302553-d0hk4ipg	277	14	is	be	VBZ
cord-302553-d0hk4ipg	277	15	overly	overly	RB
cord-302553-d0hk4ipg	277	16	large	large	JJ
cord-302553-d0hk4ipg	277	17	.	.	.
cord-302553-d0hk4ipg	278	1	This	this	DT
cord-302553-d0hk4ipg	278	2	paper	paper	NN
cord-302553-d0hk4ipg	278	3	adopts	adopt	VBZ
cord-302553-d0hk4ipg	278	4	a	a	DT
cord-302553-d0hk4ipg	278	5	novel	novel	JJ
cord-302553-d0hk4ipg	278	6	type	type	NN
cord-302553-d0hk4ipg	278	7	of	of	IN
cord-302553-d0hk4ipg	278	8	RNN	RNN	NNP
cord-302553-d0hk4ipg	278	9	called	call	VBN
cord-302553-d0hk4ipg	278	10	Long	Long	NNP
cord-302553-d0hk4ipg	278	11	Short	Short	NNP
cord-302553-d0hk4ipg	278	12	-	-	HYPH
cord-302553-d0hk4ipg	278	13	Term	Term	NNP
cord-302553-d0hk4ipg	278	14	Memory	Memory	NNP
cord-302553-d0hk4ipg	278	15	that	that	WDT
cord-302553-d0hk4ipg	278	16	works	work	VBZ
cord-302553-d0hk4ipg	278	17	better	well	RBR
cord-302553-d0hk4ipg	278	18	than	than	IN
cord-302553-d0hk4ipg	278	19	traditional	traditional	JJ
cord-302553-d0hk4ipg	278	20	RNNs	rnn	NNS
cord-302553-d0hk4ipg	278	21	on	on	IN
cord-302553-d0hk4ipg	278	22	tasks	task	NNS
cord-302553-d0hk4ipg	278	23	that	that	WDT
cord-302553-d0hk4ipg	278	24	involve	involve	VBP
cord-302553-d0hk4ipg	278	25	long	long	JJ
cord-302553-d0hk4ipg	278	26	time	time	NN
cord-302553-d0hk4ipg	278	27	lags	lag	VBZ
cord-302553-d0hk4ipg	278	28	.	.	.
cord-302553-d0hk4ipg	279	1	Its	-PRON-	PRP$
cord-302553-d0hk4ipg	279	2	architecture	architecture	NN
cord-302553-d0hk4ipg	279	3	permits	permit	VBZ
cord-302553-d0hk4ipg	279	4	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	279	5	to	to	TO
cord-302553-d0hk4ipg	279	6	bridge	bridge	VB
cord-302553-d0hk4ipg	279	7	massive	massive	JJ
cord-302553-d0hk4ipg	279	8	time	time	NN
cord-302553-d0hk4ipg	280	1	lags	lag	VBZ
cord-302553-d0hk4ipg	280	2	between	between	IN
cord-302553-d0hk4ipg	280	3	relevant	relevant	JJ
cord-302553-d0hk4ipg	280	4	input	input	NN
cord-302553-d0hk4ipg	280	5	events	event	NNS
cord-302553-d0hk4ipg	280	6	(	(	-LRB-
cord-302553-d0hk4ipg	280	7	1000	1000	CD
cord-302553-d0hk4ipg	280	8	steps	step	NNS
cord-302553-d0hk4ipg	280	9	and	and	CC
cord-302553-d0hk4ipg	280	10	more	more	JJR
cord-302553-d0hk4ipg	280	11	)	)	-RRB-
cord-302553-d0hk4ipg	280	12	[	[	-LRB-
cord-302553-d0hk4ipg	280	13	65	65	CD
cord-302553-d0hk4ipg	280	14	]	]	-RRB-
cord-302553-d0hk4ipg	280	15	.	.	.
cord-302553-d0hk4ipg	281	1	Figure	figure	NN
cord-302553-d0hk4ipg	281	2	8	8	CD
cord-302553-d0hk4ipg	281	3	shows	show	VBZ
cord-302553-d0hk4ipg	281	4	the	the	DT
cord-302553-d0hk4ipg	281	5	structure	structure	NN
cord-302553-d0hk4ipg	281	6	of	of	IN
cord-302553-d0hk4ipg	281	7	the	the	DT
cord-302553-d0hk4ipg	281	8	network	network	NN
cord-302553-d0hk4ipg	281	9	with	with	IN
cord-302553-d0hk4ipg	281	10	8	8	CD
cord-302553-d0hk4ipg	281	11	main	main	JJ
cord-302553-d0hk4ipg	281	12	layers	layer	NNS
cord-302553-d0hk4ipg	281	13	,	,	,
cord-302553-d0hk4ipg	281	14	and	and	CC
cord-302553-d0hk4ipg	281	15	we	-PRON-	PRP
cord-302553-d0hk4ipg	281	16	describe	describe	VBP
cord-302553-d0hk4ipg	281	17	each	each	DT
cord-302553-d0hk4ipg	281	18	layer	layer	NN
cord-302553-d0hk4ipg	281	19	below	below	RB
cord-302553-d0hk4ipg	281	20	.	.	.
cord-302553-d0hk4ipg	282	1	2	2	LS
cord-302553-d0hk4ipg	282	2	.	.	.
cord-302553-d0hk4ipg	283	1	Detecting	detect	VBG
cord-302553-d0hk4ipg	283	2	the	the	DT
cord-302553-d0hk4ipg	283	3	Flu	Flu	NNP
cord-302553-d0hk4ipg	283	4	Period	Period	NNP
cord-302553-d0hk4ipg	283	5	Based	Based	NNP
cord-302553-d0hk4ipg	283	6	on	on	IN
cord-302553-d0hk4ipg	283	7	Sentiment	Sentiment	NNP
cord-302553-d0hk4ipg	283	8	Polarity	Polarity	NNP
cord-302553-d0hk4ipg	283	9	at	at	IN
cord-302553-d0hk4ipg	283	10	the	the	DT
cord-302553-d0hk4ipg	283	11	Text	Text	NNP
cord-302553-d0hk4ipg	283	12	Level	Level	NNP
cord-302553-d0hk4ipg	283	13	Recurrent	Recurrent	NNP
cord-302553-d0hk4ipg	283	14	Neural	neural	JJ
cord-302553-d0hk4ipg	283	15	Networks	Networks	NNPS
cord-302553-d0hk4ipg	283	16	(	(	-LRB-
cord-302553-d0hk4ipg	283	17	RNNs	rnn	NNS
cord-302553-d0hk4ipg	283	18	)	)	-RRB-
cord-302553-d0hk4ipg	283	19	perform	perform	VBP
cord-302553-d0hk4ipg	283	20	well	well	RB
cord-302553-d0hk4ipg	283	21	in	in	IN
cord-302553-d0hk4ipg	283	22	text	text	NN
cord-302553-d0hk4ipg	283	23	classification	classification	NN
cord-302553-d0hk4ipg	283	24	.	.	.
cord-302553-d0hk4ipg	284	1	However	however	RB
cord-302553-d0hk4ipg	284	2	,	,	,
cord-302553-d0hk4ipg	284	3	long	long	JJ
cord-302553-d0hk4ipg	284	4	-	-	HYPH
cord-302553-d0hk4ipg	284	5	term	term	NN
cord-302553-d0hk4ipg	284	6	dependence	dependence	NN
cord-302553-d0hk4ipg	284	7	occurs	occur	VBZ
cord-302553-d0hk4ipg	284	8	if	if	IN
cord-302553-d0hk4ipg	284	9	the	the	DT
cord-302553-d0hk4ipg	284	10	interval	interval	NN
cord-302553-d0hk4ipg	284	11	of	of	IN
cord-302553-d0hk4ipg	284	12	two	two	CD
cord-302553-d0hk4ipg	284	13	words	word	NNS
cord-302553-d0hk4ipg	284	14	is	be	VBZ
cord-302553-d0hk4ipg	284	15	overly	overly	RB
cord-302553-d0hk4ipg	284	16	large	large	JJ
cord-302553-d0hk4ipg	284	17	.	.	.
cord-302553-d0hk4ipg	285	1	This	this	DT
cord-302553-d0hk4ipg	285	2	paper	paper	NN
cord-302553-d0hk4ipg	285	3	adopts	adopt	VBZ
cord-302553-d0hk4ipg	285	4	a	a	DT
cord-302553-d0hk4ipg	285	5	novel	novel	JJ
cord-302553-d0hk4ipg	285	6	type	type	NN
cord-302553-d0hk4ipg	285	7	of	of	IN
cord-302553-d0hk4ipg	285	8	RNN	RNN	NNP
cord-302553-d0hk4ipg	285	9	called	call	VBN
cord-302553-d0hk4ipg	285	10	Long	Long	NNP
cord-302553-d0hk4ipg	285	11	Short	Short	NNP
cord-302553-d0hk4ipg	285	12	-	-	HYPH
cord-302553-d0hk4ipg	285	13	Term	Term	NNP
cord-302553-d0hk4ipg	285	14	Memory	Memory	NNP
cord-302553-d0hk4ipg	285	15	that	that	WDT
cord-302553-d0hk4ipg	285	16	works	work	VBZ
cord-302553-d0hk4ipg	285	17	better	well	RBR
cord-302553-d0hk4ipg	285	18	than	than	IN
cord-302553-d0hk4ipg	285	19	traditional	traditional	JJ
cord-302553-d0hk4ipg	285	20	RNNs	rnn	NNS
cord-302553-d0hk4ipg	285	21	on	on	IN
cord-302553-d0hk4ipg	285	22	tasks	task	NNS
cord-302553-d0hk4ipg	285	23	that	that	WDT
cord-302553-d0hk4ipg	285	24	involve	involve	VBP
cord-302553-d0hk4ipg	285	25	long	long	JJ
cord-302553-d0hk4ipg	285	26	time	time	NN
cord-302553-d0hk4ipg	285	27	lags	lag	VBZ
cord-302553-d0hk4ipg	285	28	.	.	.
cord-302553-d0hk4ipg	286	1	Its	-PRON-	PRP$
cord-302553-d0hk4ipg	286	2	architecture	architecture	NN
cord-302553-d0hk4ipg	286	3	permits	permit	VBZ
cord-302553-d0hk4ipg	286	4	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	286	5	to	to	TO
cord-302553-d0hk4ipg	286	6	bridge	bridge	VB
cord-302553-d0hk4ipg	286	7	massive	massive	JJ
cord-302553-d0hk4ipg	286	8	time	time	NN
cord-302553-d0hk4ipg	287	1	lags	lag	VBZ
cord-302553-d0hk4ipg	287	2	between	between	IN
cord-302553-d0hk4ipg	287	3	relevant	relevant	JJ
cord-302553-d0hk4ipg	287	4	input	input	NN
cord-302553-d0hk4ipg	287	5	events	event	NNS
cord-302553-d0hk4ipg	287	6	(	(	-LRB-
cord-302553-d0hk4ipg	287	7	1000	1000	CD
cord-302553-d0hk4ipg	287	8	steps	step	NNS
cord-302553-d0hk4ipg	287	9	and	and	CC
cord-302553-d0hk4ipg	287	10	more	more	JJR
cord-302553-d0hk4ipg	287	11	)	)	-RRB-
cord-302553-d0hk4ipg	287	12	[	[	-LRB-
cord-302553-d0hk4ipg	287	13	65	65	CD
cord-302553-d0hk4ipg	287	14	]	]	-RRB-
cord-302553-d0hk4ipg	287	15	.	.	.
cord-302553-d0hk4ipg	288	1	Figure	figure	NN
cord-302553-d0hk4ipg	288	2	8	8	CD
cord-302553-d0hk4ipg	288	3	shows	show	VBZ
cord-302553-d0hk4ipg	288	4	the	the	DT
cord-302553-d0hk4ipg	288	5	structure	structure	NN
cord-302553-d0hk4ipg	288	6	of	of	IN
cord-302553-d0hk4ipg	288	7	the	the	DT
cord-302553-d0hk4ipg	288	8	network	network	NN
cord-302553-d0hk4ipg	288	9	with	with	IN
cord-302553-d0hk4ipg	288	10	8	8	CD
cord-302553-d0hk4ipg	288	11	main	main	JJ
cord-302553-d0hk4ipg	288	12	layers	layer	NNS
cord-302553-d0hk4ipg	288	13	,	,	,
cord-302553-d0hk4ipg	288	14	and	and	CC
cord-302553-d0hk4ipg	288	15	we	-PRON-	PRP
cord-302553-d0hk4ipg	288	16	describe	describe	VBP
cord-302553-d0hk4ipg	288	17	each	each	DT
cord-302553-d0hk4ipg	288	18	layer	layer	NN
cord-302553-d0hk4ipg	288	19	below	below	RB
cord-302553-d0hk4ipg	288	20	.	.	.
cord-302553-d0hk4ipg	289	1	Two	two	CD
cord-302553-d0hk4ipg	289	2	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	289	3	neural	neural	JJ
cord-302553-d0hk4ipg	289	4	networks	network	NNS
cord-302553-d0hk4ipg	289	5	in	in	IN
cord-302553-d0hk4ipg	289	6	parallel	parallel	NN
cord-302553-d0hk4ipg	289	7	are	be	VBP
cord-302553-d0hk4ipg	289	8	built	build	VBN
cord-302553-d0hk4ipg	289	9	to	to	TO
cord-302553-d0hk4ipg	289	10	perform	perform	VB
cord-302553-d0hk4ipg	289	11	binary	binary	JJ
cord-302553-d0hk4ipg	289	12	classification	classification	NN
cord-302553-d0hk4ipg	289	13	for	for	IN
cord-302553-d0hk4ipg	289	14	sentiment	sentiment	NN
cord-302553-d0hk4ipg	289	15	classification	classification	NN
cord-302553-d0hk4ipg	289	16	and	and	CC
cord-302553-d0hk4ipg	289	17	flu	flu	NN
cord-302553-d0hk4ipg	289	18	-	-	HYPH
cord-302553-d0hk4ipg	289	19	period	period	NN
cord-302553-d0hk4ipg	289	20	classification	classification	NN
cord-302553-d0hk4ipg	289	21	in	in	IN
cord-302553-d0hk4ipg	289	22	this	this	DT
cord-302553-d0hk4ipg	289	23	section	section	NN
cord-302553-d0hk4ipg	289	24	.	.	.
cord-302553-d0hk4ipg	290	1	The	the	DT
cord-302553-d0hk4ipg	290	2	input	input	NN
cord-302553-d0hk4ipg	290	3	is	be	VBZ
cord-302553-d0hk4ipg	290	4	the	the	DT
cord-302553-d0hk4ipg	290	5	word	word	NN
cord-302553-d0hk4ipg	290	6	embedding	embed	VBG
cord-302553-d0hk4ipg	290	7	trained	train	VBN
cord-302553-d0hk4ipg	290	8	by	by	IN
cord-302553-d0hk4ipg	290	9	the	the	DT
cord-302553-d0hk4ipg	290	10	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	290	11	based	base	VBN
cord-302553-d0hk4ipg	290	12	on	on	IN
cord-302553-d0hk4ipg	290	13	the	the	DT
cord-302553-d0hk4ipg	290	14	corpus	corpus	NN
cord-302553-d0hk4ipg	290	15	of	of	IN
cord-302553-d0hk4ipg	290	16	flu	flu	NN
cord-302553-d0hk4ipg	290	17	-	-	HYPH
cord-302553-d0hk4ipg	290	18	related	relate	VBN
cord-302553-d0hk4ipg	290	19	weibos	weibos	NNP
cord-302553-d0hk4ipg	290	20	.	.	.
cord-302553-d0hk4ipg	291	1	The	the	DT
cord-302553-d0hk4ipg	291	2	entire	entire	JJ
cord-302553-d0hk4ipg	291	3	process	process	NN
cord-302553-d0hk4ipg	291	4	is	be	VBZ
cord-302553-d0hk4ipg	291	5	shown	show	VBN
cord-302553-d0hk4ipg	291	6	in	in	IN
cord-302553-d0hk4ipg	291	7	Figure	Figure	NNP
cord-302553-d0hk4ipg	291	8	 	 	_SP
cord-302553-d0hk4ipg	291	9	9	9	CD
cord-302553-d0hk4ipg	291	10	.	.	.
cord-302553-d0hk4ipg	292	1	Two	two	CD
cord-302553-d0hk4ipg	292	2	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	292	3	neural	neural	JJ
cord-302553-d0hk4ipg	292	4	networks	network	NNS
cord-302553-d0hk4ipg	292	5	in	in	IN
cord-302553-d0hk4ipg	292	6	parallel	parallel	NN
cord-302553-d0hk4ipg	292	7	are	be	VBP
cord-302553-d0hk4ipg	292	8	built	build	VBN
cord-302553-d0hk4ipg	292	9	to	to	TO
cord-302553-d0hk4ipg	292	10	perform	perform	VB
cord-302553-d0hk4ipg	292	11	binary	binary	JJ
cord-302553-d0hk4ipg	292	12	classification	classification	NN
cord-302553-d0hk4ipg	292	13	for	for	IN
cord-302553-d0hk4ipg	292	14	sentiment	sentiment	NN
cord-302553-d0hk4ipg	292	15	classification	classification	NN
cord-302553-d0hk4ipg	292	16	and	and	CC
cord-302553-d0hk4ipg	292	17	flu	flu	NN
cord-302553-d0hk4ipg	292	18	-	-	HYPH
cord-302553-d0hk4ipg	292	19	period	period	NN
cord-302553-d0hk4ipg	292	20	classification	classification	NN
cord-302553-d0hk4ipg	292	21	in	in	IN
cord-302553-d0hk4ipg	292	22	this	this	DT
cord-302553-d0hk4ipg	292	23	section	section	NN
cord-302553-d0hk4ipg	292	24	.	.	.
cord-302553-d0hk4ipg	293	1	The	the	DT
cord-302553-d0hk4ipg	293	2	input	input	NN
cord-302553-d0hk4ipg	293	3	is	be	VBZ
cord-302553-d0hk4ipg	293	4	the	the	DT
cord-302553-d0hk4ipg	293	5	word	word	NN
cord-302553-d0hk4ipg	293	6	embedding	embed	VBG
cord-302553-d0hk4ipg	293	7	trained	train	VBN
cord-302553-d0hk4ipg	293	8	by	by	IN
cord-302553-d0hk4ipg	293	9	the	the	DT
cord-302553-d0hk4ipg	293	10	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	293	11	based	base	VBN
cord-302553-d0hk4ipg	293	12	on	on	IN
cord-302553-d0hk4ipg	293	13	the	the	DT
cord-302553-d0hk4ipg	293	14	corpus	corpus	NN
cord-302553-d0hk4ipg	293	15	of	of	IN
cord-302553-d0hk4ipg	293	16	flu	flu	NN
cord-302553-d0hk4ipg	293	17	-	-	HYPH
cord-302553-d0hk4ipg	293	18	related	relate	VBN
cord-302553-d0hk4ipg	293	19	weibos	weibos	NNP
cord-302553-d0hk4ipg	293	20	.	.	.
cord-302553-d0hk4ipg	294	1	The	the	DT
cord-302553-d0hk4ipg	294	2	entire	entire	JJ
cord-302553-d0hk4ipg	294	3	process	process	NN
cord-302553-d0hk4ipg	294	4	is	be	VBZ
cord-302553-d0hk4ipg	294	5	shown	show	VBN
cord-302553-d0hk4ipg	294	6	in	in	IN
cord-302553-d0hk4ipg	294	7	Figure	Figure	NNP
cord-302553-d0hk4ipg	294	8	9	9	CD
cord-302553-d0hk4ipg	294	9	.	.	.
cord-302553-d0hk4ipg	295	1	Two	two	CD
cord-302553-d0hk4ipg	295	2	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	295	3	neural	neural	JJ
cord-302553-d0hk4ipg	295	4	networks	network	NNS
cord-302553-d0hk4ipg	295	5	in	in	IN
cord-302553-d0hk4ipg	295	6	parallel	parallel	NN
cord-302553-d0hk4ipg	295	7	are	be	VBP
cord-302553-d0hk4ipg	295	8	built	build	VBN
cord-302553-d0hk4ipg	295	9	to	to	TO
cord-302553-d0hk4ipg	295	10	perform	perform	VB
cord-302553-d0hk4ipg	295	11	binary	binary	JJ
cord-302553-d0hk4ipg	295	12	classification	classification	NN
cord-302553-d0hk4ipg	295	13	for	for	IN
cord-302553-d0hk4ipg	295	14	sentiment	sentiment	NN
cord-302553-d0hk4ipg	295	15	classification	classification	NN
cord-302553-d0hk4ipg	295	16	and	and	CC
cord-302553-d0hk4ipg	295	17	flu	flu	NN
cord-302553-d0hk4ipg	295	18	-	-	HYPH
cord-302553-d0hk4ipg	295	19	period	period	NN
cord-302553-d0hk4ipg	295	20	classification	classification	NN
cord-302553-d0hk4ipg	295	21	in	in	IN
cord-302553-d0hk4ipg	295	22	this	this	DT
cord-302553-d0hk4ipg	295	23	section	section	NN
cord-302553-d0hk4ipg	295	24	.	.	.
cord-302553-d0hk4ipg	296	1	The	the	DT
cord-302553-d0hk4ipg	296	2	input	input	NN
cord-302553-d0hk4ipg	296	3	is	be	VBZ
cord-302553-d0hk4ipg	296	4	the	the	DT
cord-302553-d0hk4ipg	296	5	word	word	NN
cord-302553-d0hk4ipg	296	6	embedding	embed	VBG
cord-302553-d0hk4ipg	296	7	trained	train	VBN
cord-302553-d0hk4ipg	296	8	by	by	IN
cord-302553-d0hk4ipg	296	9	the	the	DT
cord-302553-d0hk4ipg	296	10	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	296	11	based	base	VBN
cord-302553-d0hk4ipg	296	12	on	on	IN
cord-302553-d0hk4ipg	296	13	the	the	DT
cord-302553-d0hk4ipg	296	14	corpus	corpus	NN
cord-302553-d0hk4ipg	296	15	of	of	IN
cord-302553-d0hk4ipg	296	16	flu	flu	NN
cord-302553-d0hk4ipg	296	17	-	-	HYPH
cord-302553-d0hk4ipg	296	18	related	relate	VBN
cord-302553-d0hk4ipg	296	19	weibos	weibos	NNP
cord-302553-d0hk4ipg	296	20	.	.	.
cord-302553-d0hk4ipg	297	1	The	the	DT
cord-302553-d0hk4ipg	297	2	entire	entire	JJ
cord-302553-d0hk4ipg	297	3	process	process	NN
cord-302553-d0hk4ipg	297	4	is	be	VBZ
cord-302553-d0hk4ipg	297	5	shown	show	VBN
cord-302553-d0hk4ipg	297	6	in	in	IN
cord-302553-d0hk4ipg	297	7	Figure	Figure	NNP
cord-302553-d0hk4ipg	297	8	 	 	_SP
cord-302553-d0hk4ipg	297	9	9	9	CD
cord-302553-d0hk4ipg	297	10	.	.	.
cord-302553-d0hk4ipg	297	11	 	 	_SP
cord-302553-d0hk4ipg	298	1	The	the	DT
cord-302553-d0hk4ipg	298	2	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	298	3	network	network	NN
cord-302553-d0hk4ipg	298	4	is	be	VBZ
cord-302553-d0hk4ipg	298	5	used	use	VBN
cord-302553-d0hk4ipg	298	6	to	to	TO
cord-302553-d0hk4ipg	298	7	construct	construct	VB
cord-302553-d0hk4ipg	298	8	two	two	CD
cord-302553-d0hk4ipg	298	9	neural	neural	JJ
cord-302553-d0hk4ipg	298	10	networks	network	NNS
cord-302553-d0hk4ipg	298	11	to	to	TO
cord-302553-d0hk4ipg	298	12	classify	classify	VB
cord-302553-d0hk4ipg	298	13	flu	flu	NN
cord-302553-d0hk4ipg	298	14	-	-	HYPH
cord-302553-d0hk4ipg	298	15	related	relate	VBN
cord-302553-d0hk4ipg	298	16	weibos	weibos	NNP
cord-302553-d0hk4ipg	298	17	.	.	.
cord-302553-d0hk4ipg	299	1	The	the	DT
cord-302553-d0hk4ipg	299	2	first	first	JJ
cord-302553-d0hk4ipg	299	3	is	be	VBZ
cord-302553-d0hk4ipg	299	4	to	to	TO
cord-302553-d0hk4ipg	299	5	classify	classify	VB
cord-302553-d0hk4ipg	299	6	the	the	DT
cord-302553-d0hk4ipg	299	7	sentiment	sentiment	NN
cord-302553-d0hk4ipg	299	8	polarity	polarity	NN
cord-302553-d0hk4ipg	299	9	.	.	.
cord-302553-d0hk4ipg	300	1	The	the	DT
cord-302553-d0hk4ipg	300	2	other	other	JJ
cord-302553-d0hk4ipg	300	3	intends	intend	VBZ
cord-302553-d0hk4ipg	300	4	to	to	TO
cord-302553-d0hk4ipg	300	5	classify	classify	VB
cord-302553-d0hk4ipg	300	6	the	the	DT
cord-302553-d0hk4ipg	300	7	period	period	NN
cord-302553-d0hk4ipg	300	8	of	of	IN
cord-302553-d0hk4ipg	300	9	the	the	DT
cord-302553-d0hk4ipg	300	10	flu	flu	NN
cord-302553-d0hk4ipg	300	11	bloggers	blogger	NNS
cord-302553-d0hk4ipg	300	12	.	.	.
cord-302553-d0hk4ipg	301	1	Each	each	DT
cord-302553-d0hk4ipg	301	2	neural	neural	JJ
cord-302553-d0hk4ipg	301	3	network	network	NN
cord-302553-d0hk4ipg	301	4	consists	consist	VBZ
cord-302553-d0hk4ipg	301	5	of	of	IN
cord-302553-d0hk4ipg	301	6	8	8	CD
cord-302553-d0hk4ipg	301	7	main	main	JJ
cord-302553-d0hk4ipg	301	8	layers	layer	NNS
cord-302553-d0hk4ipg	301	9	,	,	,
cord-302553-d0hk4ipg	301	10	as	as	IN
cord-302553-d0hk4ipg	301	11	follows	follow	VBZ
cord-302553-d0hk4ipg	301	12	.	.	.
cord-302553-d0hk4ipg	302	1	(	(	-LRB-
cord-302553-d0hk4ipg	302	2	Input	input	NN
cord-302553-d0hk4ipg	302	3	layer	layer	NN
cord-302553-d0hk4ipg	302	4	and	and	CC
cord-302553-d0hk4ipg	302	5	masking	masking	NN
cord-302553-d0hk4ipg	302	6	layer	layer	NN
cord-302553-d0hk4ipg	302	7	)	)	-RRB-
cord-302553-d0hk4ipg	303	1	The	the	DT
cord-302553-d0hk4ipg	303	2	first	first	JJ
cord-302553-d0hk4ipg	303	3	layer	layer	NN
cord-302553-d0hk4ipg	303	4	is	be	VBZ
cord-302553-d0hk4ipg	303	5	the	the	DT
cord-302553-d0hk4ipg	303	6	input	input	NN
cord-302553-d0hk4ipg	303	7	layer	layer	NN
cord-302553-d0hk4ipg	303	8	,	,	,
cord-302553-d0hk4ipg	303	9	which	which	WDT
cord-302553-d0hk4ipg	303	10	uses	use	VBZ
cord-302553-d0hk4ipg	303	11	128-dimension	128-dimension	CD
cord-302553-d0hk4ipg	303	12	vectors	vector	NNS
cord-302553-d0hk4ipg	303	13	by	by	IN
cord-302553-d0hk4ipg	303	14	means	mean	NNS
cord-302553-d0hk4ipg	303	15	of	of	IN
cord-302553-d0hk4ipg	303	16	the	the	DT
cord-302553-d0hk4ipg	303	17	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	303	18	algorithm	algorithm	NN
cord-302553-d0hk4ipg	303	19	.	.	.
cord-302553-d0hk4ipg	304	1	The	the	DT
cord-302553-d0hk4ipg	304	2	mask	mask	NN
cord-302553-d0hk4ipg	304	3	value	value	NN
cord-302553-d0hk4ipg	304	4	is	be	VBZ
cord-302553-d0hk4ipg	304	5	set	set	VBN
cord-302553-d0hk4ipg	304	6	to	to	IN
cord-302553-d0hk4ipg	304	7	0	0	CD
cord-302553-d0hk4ipg	304	8	in	in	IN
cord-302553-d0hk4ipg	304	9	the	the	DT
cord-302553-d0hk4ipg	304	10	masking	masking	NN
cord-302553-d0hk4ipg	304	11	layer	layer	NN
cord-302553-d0hk4ipg	304	12	.	.	.
cord-302553-d0hk4ipg	304	13	 	 	_SP
cord-302553-d0hk4ipg	305	1	The	the	DT
cord-302553-d0hk4ipg	305	2	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	305	3	network	network	NN
cord-302553-d0hk4ipg	305	4	is	be	VBZ
cord-302553-d0hk4ipg	305	5	used	use	VBN
cord-302553-d0hk4ipg	305	6	to	to	TO
cord-302553-d0hk4ipg	305	7	construct	construct	VB
cord-302553-d0hk4ipg	305	8	two	two	CD
cord-302553-d0hk4ipg	305	9	neural	neural	JJ
cord-302553-d0hk4ipg	305	10	networks	network	NNS
cord-302553-d0hk4ipg	305	11	to	to	TO
cord-302553-d0hk4ipg	305	12	classify	classify	VB
cord-302553-d0hk4ipg	305	13	flu	flu	NN
cord-302553-d0hk4ipg	305	14	-	-	HYPH
cord-302553-d0hk4ipg	305	15	related	relate	VBN
cord-302553-d0hk4ipg	305	16	weibos	weibos	NNP
cord-302553-d0hk4ipg	305	17	.	.	.
cord-302553-d0hk4ipg	306	1	The	the	DT
cord-302553-d0hk4ipg	306	2	first	first	JJ
cord-302553-d0hk4ipg	306	3	is	be	VBZ
cord-302553-d0hk4ipg	306	4	to	to	TO
cord-302553-d0hk4ipg	306	5	classify	classify	VB
cord-302553-d0hk4ipg	306	6	the	the	DT
cord-302553-d0hk4ipg	306	7	sentiment	sentiment	NN
cord-302553-d0hk4ipg	306	8	polarity	polarity	NN
cord-302553-d0hk4ipg	306	9	.	.	.
cord-302553-d0hk4ipg	307	1	The	the	DT
cord-302553-d0hk4ipg	307	2	other	other	JJ
cord-302553-d0hk4ipg	307	3	intends	intend	VBZ
cord-302553-d0hk4ipg	307	4	to	to	TO
cord-302553-d0hk4ipg	307	5	classify	classify	VB
cord-302553-d0hk4ipg	307	6	the	the	DT
cord-302553-d0hk4ipg	307	7	period	period	NN
cord-302553-d0hk4ipg	307	8	of	of	IN
cord-302553-d0hk4ipg	307	9	the	the	DT
cord-302553-d0hk4ipg	307	10	flu	flu	NN
cord-302553-d0hk4ipg	307	11	bloggers	blogger	NNS
cord-302553-d0hk4ipg	307	12	.	.	.
cord-302553-d0hk4ipg	308	1	Each	each	DT
cord-302553-d0hk4ipg	308	2	neural	neural	JJ
cord-302553-d0hk4ipg	308	3	network	network	NN
cord-302553-d0hk4ipg	308	4	consists	consist	VBZ
cord-302553-d0hk4ipg	308	5	of	of	IN
cord-302553-d0hk4ipg	308	6	8	8	CD
cord-302553-d0hk4ipg	308	7	main	main	JJ
cord-302553-d0hk4ipg	308	8	layers	layer	NNS
cord-302553-d0hk4ipg	308	9	,	,	,
cord-302553-d0hk4ipg	308	10	as	as	IN
cord-302553-d0hk4ipg	308	11	follows	follow	VBZ
cord-302553-d0hk4ipg	308	12	.	.	.
cord-302553-d0hk4ipg	309	1	(	(	-LRB-
cord-302553-d0hk4ipg	309	2	Input	input	NN
cord-302553-d0hk4ipg	309	3	layer	layer	NN
cord-302553-d0hk4ipg	309	4	and	and	CC
cord-302553-d0hk4ipg	309	5	masking	masking	NN
cord-302553-d0hk4ipg	309	6	layer	layer	NN
cord-302553-d0hk4ipg	309	7	)	)	-RRB-
cord-302553-d0hk4ipg	310	1	The	the	DT
cord-302553-d0hk4ipg	310	2	first	first	JJ
cord-302553-d0hk4ipg	310	3	layer	layer	NN
cord-302553-d0hk4ipg	310	4	is	be	VBZ
cord-302553-d0hk4ipg	310	5	the	the	DT
cord-302553-d0hk4ipg	310	6	input	input	NN
cord-302553-d0hk4ipg	310	7	layer	layer	NN
cord-302553-d0hk4ipg	310	8	,	,	,
cord-302553-d0hk4ipg	310	9	which	which	WDT
cord-302553-d0hk4ipg	310	10	uses	use	VBZ
cord-302553-d0hk4ipg	310	11	128-dimension	128-dimension	CD
cord-302553-d0hk4ipg	310	12	vectors	vector	NNS
cord-302553-d0hk4ipg	310	13	by	by	IN
cord-302553-d0hk4ipg	310	14	means	mean	NNS
cord-302553-d0hk4ipg	310	15	of	of	IN
cord-302553-d0hk4ipg	310	16	the	the	DT
cord-302553-d0hk4ipg	310	17	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	310	18	algorithm	algorithm	NN
cord-302553-d0hk4ipg	310	19	.	.	.
cord-302553-d0hk4ipg	311	1	The	the	DT
cord-302553-d0hk4ipg	311	2	mask	mask	NN
cord-302553-d0hk4ipg	311	3	value	value	NN
cord-302553-d0hk4ipg	311	4	is	be	VBZ
cord-302553-d0hk4ipg	311	5	set	set	VBN
cord-302553-d0hk4ipg	311	6	to	to	IN
cord-302553-d0hk4ipg	311	7	0	0	CD
cord-302553-d0hk4ipg	311	8	in	in	IN
cord-302553-d0hk4ipg	311	9	the	the	DT
cord-302553-d0hk4ipg	311	10	masking	masking	NN
cord-302553-d0hk4ipg	311	11	layer	layer	NN
cord-302553-d0hk4ipg	311	12	.	.	.
cord-302553-d0hk4ipg	312	1	(	(	-LRB-
cord-302553-d0hk4ipg	312	2	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	312	3	layer	layer	NN
cord-302553-d0hk4ipg	312	4	)	)	-RRB-
cord-302553-d0hk4ipg	313	1	Each	each	DT
cord-302553-d0hk4ipg	313	2	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	313	3	unit	unit	NN
cord-302553-d0hk4ipg	313	4	is	be	VBZ
cord-302553-d0hk4ipg	313	5	a	a	DT
cord-302553-d0hk4ipg	313	6	storage	storage	NN
cord-302553-d0hk4ipg	313	7	unit	unit	NN
cord-302553-d0hk4ipg	313	8	that	that	WDT
cord-302553-d0hk4ipg	313	9	controls	control	VBZ
cord-302553-d0hk4ipg	313	10	the	the	DT
cord-302553-d0hk4ipg	313	11	passage	passage	NN
cord-302553-d0hk4ipg	313	12	or	or	CC
cord-302553-d0hk4ipg	313	13	filtering	filtering	NN
cord-302553-d0hk4ipg	313	14	of	of	IN
cord-302553-d0hk4ipg	313	15	information	information	NN
cord-302553-d0hk4ipg	313	16	through	through	IN
cord-302553-d0hk4ipg	313	17	the	the	DT
cord-302553-d0hk4ipg	313	18	three	three	CD
cord-302553-d0hk4ipg	313	19	gates	gate	NNS
cord-302553-d0hk4ipg	313	20	,	,	,
cord-302553-d0hk4ipg	313	21	to	to	TO
cord-302553-d0hk4ipg	313	22	alter	alter	VB
cord-302553-d0hk4ipg	313	23	the	the	DT
cord-302553-d0hk4ipg	313	24	cell	cell	NN
cord-302553-d0hk4ipg	313	25	state	state	NN
cord-302553-d0hk4ipg	313	26	.	.	.
cord-302553-d0hk4ipg	314	1	"	"	``
cord-302553-d0hk4ipg	314	2	Implementation	implementation	NN
cord-302553-d0hk4ipg	314	3	"	"	''
cord-302553-d0hk4ipg	314	4	is	be	VBZ
cord-302553-d0hk4ipg	314	5	set	set	VBN
cord-302553-d0hk4ipg	314	6	to	to	IN
cord-302553-d0hk4ipg	314	7	2	2	CD
cord-302553-d0hk4ipg	314	8	to	to	TO
cord-302553-d0hk4ipg	314	9	combine	combine	VB
cord-302553-d0hk4ipg	314	10	the	the	DT
cord-302553-d0hk4ipg	314	11	input	input	NN
cord-302553-d0hk4ipg	314	12	gate	gate	NN
cord-302553-d0hk4ipg	314	13	,	,	,
cord-302553-d0hk4ipg	314	14	forget	forget	VB
cord-302553-d0hk4ipg	314	15	gate	gate	NN
cord-302553-d0hk4ipg	314	16	,	,	,
cord-302553-d0hk4ipg	314	17	and	and	CC
cord-302553-d0hk4ipg	314	18	output	output	NN
cord-302553-d0hk4ipg	314	19	gate	gate	NN
cord-302553-d0hk4ipg	314	20	into	into	IN
cord-302553-d0hk4ipg	314	21	a	a	DT
cord-302553-d0hk4ipg	314	22	single	single	JJ
cord-302553-d0hk4ipg	314	23	matrix	matrix	NN
cord-302553-d0hk4ipg	314	24	for	for	IN
cord-302553-d0hk4ipg	314	25	more	more	RBR
cord-302553-d0hk4ipg	314	26	efficient	efficient	JJ
cord-302553-d0hk4ipg	314	27	operations	operation	NNS
cord-302553-d0hk4ipg	314	28	.	.	.
cord-302553-d0hk4ipg	315	1	(	(	-LRB-
cord-302553-d0hk4ipg	315	2	Fully	fully	RB
cord-302553-d0hk4ipg	315	3	connected	connect	VBN
cord-302553-d0hk4ipg	315	4	layer	layer	NN
cord-302553-d0hk4ipg	315	5	)	)	-RRB-
cord-302553-d0hk4ipg	316	1	The	the	DT
cord-302553-d0hk4ipg	316	2	core	core	NN
cord-302553-d0hk4ipg	316	3	operation	operation	NN
cord-302553-d0hk4ipg	316	4	of	of	IN
cord-302553-d0hk4ipg	316	5	the	the	DT
cord-302553-d0hk4ipg	316	6	full	full	JJ
cord-302553-d0hk4ipg	316	7	connection	connection	NN
cord-302553-d0hk4ipg	316	8	is	be	VBZ
cord-302553-d0hk4ipg	316	9	the	the	DT
cord-302553-d0hk4ipg	316	10	matrix	matrix	NN
cord-302553-d0hk4ipg	316	11	vector	vector	NN
cord-302553-d0hk4ipg	316	12	product	product	NN
cord-302553-d0hk4ipg	316	13	.	.	.
cord-302553-d0hk4ipg	317	1	The	the	DT
cord-302553-d0hk4ipg	317	2	essence	essence	NN
cord-302553-d0hk4ipg	317	3	is	be	VBZ
cord-302553-d0hk4ipg	317	4	a	a	DT
cord-302553-d0hk4ipg	317	5	linear	linear	JJ
cord-302553-d0hk4ipg	317	6	transformation	transformation	NN
cord-302553-d0hk4ipg	317	7	from	from	IN
cord-302553-d0hk4ipg	317	8	one	one	CD
cord-302553-d0hk4ipg	317	9	feature	feature	NN
cord-302553-d0hk4ipg	317	10	space	space	NN
cord-302553-d0hk4ipg	317	11	to	to	IN
cord-302553-d0hk4ipg	317	12	another	another	DT
cord-302553-d0hk4ipg	317	13	feature	feature	NN
cord-302553-d0hk4ipg	317	14	space	space	NN
cord-302553-d0hk4ipg	317	15	.	.	.
cord-302553-d0hk4ipg	318	1	A	a	DT
cord-302553-d0hk4ipg	318	2	dense	dense	JJ
cord-302553-d0hk4ipg	318	3	layer	layer	NN
cord-302553-d0hk4ipg	318	4	is	be	VBZ
cord-302553-d0hk4ipg	318	5	used	use	VBN
cord-302553-d0hk4ipg	318	6	.	.	.
cord-302553-d0hk4ipg	319	1	(	(	-LRB-
cord-302553-d0hk4ipg	319	2	Dropout	dropout	NN
cord-302553-d0hk4ipg	319	3	layer	layer	NN
cord-302553-d0hk4ipg	319	4	)	)	-RRB-
cord-302553-d0hk4ipg	320	1	The	the	DT
cord-302553-d0hk4ipg	320	2	settings	setting	NNS
cord-302553-d0hk4ipg	320	3	of	of	IN
cord-302553-d0hk4ipg	320	4	this	this	DT
cord-302553-d0hk4ipg	320	5	layer	layer	NN
cord-302553-d0hk4ipg	320	6	are	be	VBP
cord-302553-d0hk4ipg	320	7	mainly	mainly	RB
cord-302553-d0hk4ipg	320	8	to	to	TO
cord-302553-d0hk4ipg	320	9	prevent	prevent	VB
cord-302553-d0hk4ipg	320	10	overfitting	overfitting	NN
cord-302553-d0hk4ipg	320	11	in	in	IN
cord-302553-d0hk4ipg	320	12	neural	neural	JJ
cord-302553-d0hk4ipg	320	13	network	network	NN
cord-302553-d0hk4ipg	320	14	training	training	NN
cord-302553-d0hk4ipg	320	15	.	.	.
cord-302553-d0hk4ipg	321	1	The	the	DT
cord-302553-d0hk4ipg	321	2	parameters	parameter	NNS
cord-302553-d0hk4ipg	321	3	of	of	IN
cord-302553-d0hk4ipg	321	4	this	this	DT
cord-302553-d0hk4ipg	321	5	layer	layer	NN
cord-302553-d0hk4ipg	321	6	are	be	VBP
cord-302553-d0hk4ipg	321	7	set	set	VBN
cord-302553-d0hk4ipg	321	8	to	to	IN
cord-302553-d0hk4ipg	321	9	0.3	0.3	CD
cord-302553-d0hk4ipg	321	10	,	,	,
cord-302553-d0hk4ipg	321	11	which	which	WDT
cord-302553-d0hk4ipg	321	12	implies	imply	VBZ
cord-302553-d0hk4ipg	321	13	that	that	IN
cord-302553-d0hk4ipg	321	14	the	the	DT
cord-302553-d0hk4ipg	321	15	unit	unit	NN
cord-302553-d0hk4ipg	321	16	that	that	WDT
cord-302553-d0hk4ipg	321	17	was	be	VBD
cord-302553-d0hk4ipg	321	18	transferred	transfer	VBN
cord-302553-d0hk4ipg	321	19	from	from	IN
cord-302553-d0hk4ipg	321	20	the	the	DT
cord-302553-d0hk4ipg	321	21	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	321	22	layer	layer	NN
cord-302553-d0hk4ipg	321	23	will	will	MD
cord-302553-d0hk4ipg	321	24	be	be	VB
cord-302553-d0hk4ipg	321	25	randomly	randomly	RB
cord-302553-d0hk4ipg	321	26	discarded	discard	VBN
cord-302553-d0hk4ipg	321	27	by	by	IN
cord-302553-d0hk4ipg	321	28	30	30	CD
cord-302553-d0hk4ipg	321	29	%	%	NN
cord-302553-d0hk4ipg	321	30	during	during	IN
cord-302553-d0hk4ipg	321	31	training	training	NN
cord-302553-d0hk4ipg	321	32	,	,	,
cord-302553-d0hk4ipg	321	33	leaving	leave	VBG
cord-302553-d0hk4ipg	321	34	70	70	CD
cord-302553-d0hk4ipg	321	35	%	%	NN
cord-302553-d0hk4ipg	321	36	of	of	IN
cord-302553-d0hk4ipg	321	37	the	the	DT
cord-302553-d0hk4ipg	321	38	units	unit	NNS
cord-302553-d0hk4ipg	321	39	used	use	VBN
cord-302553-d0hk4ipg	321	40	.	.	.
cord-302553-d0hk4ipg	322	1	(	(	-LRB-
cord-302553-d0hk4ipg	322	2	Activation	activation	NN
cord-302553-d0hk4ipg	322	3	layer	layer	NN
cord-302553-d0hk4ipg	322	4	)	)	-RRB-
cord-302553-d0hk4ipg	323	1	The	the	DT
cord-302553-d0hk4ipg	323	2	activation	activation	NN
cord-302553-d0hk4ipg	323	3	function	function	NN
cord-302553-d0hk4ipg	323	4	in	in	IN
cord-302553-d0hk4ipg	323	5	this	this	DT
cord-302553-d0hk4ipg	323	6	layer	layer	NN
cord-302553-d0hk4ipg	323	7	is	be	VBZ
cord-302553-d0hk4ipg	323	8	"	"	``
cord-302553-d0hk4ipg	323	9	ReLU	ReLU	NNP
cord-302553-d0hk4ipg	323	10	"	"	''
cord-302553-d0hk4ipg	324	1	(	(	-LRB-
cord-302553-d0hk4ipg	324	2	Rectified	Rectified	NNP
cord-302553-d0hk4ipg	324	3	Linear	Linear	NNP
cord-302553-d0hk4ipg	324	4	Units	Units	NNPS
cord-302553-d0hk4ipg	324	5	)	)	-RRB-
cord-302553-d0hk4ipg	324	6	,	,	,
cord-302553-d0hk4ipg	324	7	and	and	CC
cord-302553-d0hk4ipg	324	8	as	as	IN
cord-302553-d0hk4ipg	324	9	a	a	DT
cord-302553-d0hk4ipg	324	10	result	result	NN
cord-302553-d0hk4ipg	324	11	,	,	,
cord-302553-d0hk4ipg	324	12	the	the	DT
cord-302553-d0hk4ipg	324	13	convergence	convergence	NN
cord-302553-d0hk4ipg	324	14	rate	rate	NN
cord-302553-d0hk4ipg	324	15	of	of	IN
cord-302553-d0hk4ipg	324	16	the	the	DT
cord-302553-d0hk4ipg	324	17	model	model	NN
cord-302553-d0hk4ipg	324	18	is	be	VBZ
cord-302553-d0hk4ipg	324	19	maintained	maintain	VBN
cord-302553-d0hk4ipg	324	20	at	at	IN
cord-302553-d0hk4ipg	324	21	a	a	DT
cord-302553-d0hk4ipg	324	22	steady	steady	JJ
cord-302553-d0hk4ipg	324	23	state	state	NN
cord-302553-d0hk4ipg	324	24	.	.	.
cord-302553-d0hk4ipg	325	1	(	(	-LRB-
cord-302553-d0hk4ipg	325	2	Loss	loss	NN
cord-302553-d0hk4ipg	325	3	layer	layer	NN
cord-302553-d0hk4ipg	325	4	and	and	CC
cord-302553-d0hk4ipg	325	5	output	output	NN
cord-302553-d0hk4ipg	325	6	layer	layer	NN
cord-302553-d0hk4ipg	325	7	)	)	-RRB-
cord-302553-d0hk4ipg	326	1	Since	since	IN
cord-302553-d0hk4ipg	326	2	the	the	DT
cord-302553-d0hk4ipg	326	3	classification	classification	NN
cord-302553-d0hk4ipg	326	4	of	of	IN
cord-302553-d0hk4ipg	326	5	the	the	DT
cord-302553-d0hk4ipg	326	6	sentiment	sentiment	NN
cord-302553-d0hk4ipg	326	7	polarity	polarity	NN
cord-302553-d0hk4ipg	326	8	and	and	CC
cord-302553-d0hk4ipg	326	9	the	the	DT
cord-302553-d0hk4ipg	326	10	period	period	NN
cord-302553-d0hk4ipg	326	11	are	be	VBP
cord-302553-d0hk4ipg	326	12	all	all	DT
cord-302553-d0hk4ipg	326	13	binary	binary	JJ
cord-302553-d0hk4ipg	326	14	classifications	classification	NNS
cord-302553-d0hk4ipg	326	15	,	,	,
cord-302553-d0hk4ipg	326	16	binary	binary	JJ
cord-302553-d0hk4ipg	326	17	cross	cross	NN
cord-302553-d0hk4ipg	326	18	entropy	entropy	NN
cord-302553-d0hk4ipg	326	19	is	be	VBZ
cord-302553-d0hk4ipg	326	20	agreeable	agreeable	JJ
cord-302553-d0hk4ipg	326	21	as	as	IN
cord-302553-d0hk4ipg	326	22	a	a	DT
cord-302553-d0hk4ipg	326	23	loss	loss	NN
cord-302553-d0hk4ipg	326	24	function	function	NN
cord-302553-d0hk4ipg	326	25	,	,	,
cord-302553-d0hk4ipg	326	26	with	with	IN
cord-302553-d0hk4ipg	326	27	the	the	DT
cord-302553-d0hk4ipg	326	28	accuracy	accuracy	NN
cord-302553-d0hk4ipg	326	29	rate	rate	NN
cord-302553-d0hk4ipg	326	30	as	as	IN
cord-302553-d0hk4ipg	326	31	a	a	DT
cord-302553-d0hk4ipg	326	32	metric	metric	NN
cord-302553-d0hk4ipg	326	33	of	of	IN
cord-302553-d0hk4ipg	326	34	the	the	DT
cord-302553-d0hk4ipg	326	35	model	model	NN
cord-302553-d0hk4ipg	326	36	.	.	.
cord-302553-d0hk4ipg	327	1	The	the	DT
cord-302553-d0hk4ipg	327	2	classification	classification	NN
cord-302553-d0hk4ipg	327	3	result	result	NN
cord-302553-d0hk4ipg	327	4	and	and	CC
cord-302553-d0hk4ipg	327	5	test	test	NN
cord-302553-d0hk4ipg	327	6	score	score	NN
cord-302553-d0hk4ipg	327	7	are	be	VBP
cord-302553-d0hk4ipg	327	8	received	receive	VBN
cord-302553-d0hk4ipg	327	9	through	through	IN
cord-302553-d0hk4ipg	327	10	the	the	DT
cord-302553-d0hk4ipg	327	11	output	output	NN
cord-302553-d0hk4ipg	327	12	layer	layer	NN
cord-302553-d0hk4ipg	327	13	.	.	.
cord-302553-d0hk4ipg	328	1	According	accord	VBG
cord-302553-d0hk4ipg	328	2	to	to	IN
cord-302553-d0hk4ipg	328	3	the	the	DT
cord-302553-d0hk4ipg	328	4	41st	41st	JJ
cord-302553-d0hk4ipg	328	5	China	China	NNP
cord-302553-d0hk4ipg	328	6	Statistical	Statistical	NNP
cord-302553-d0hk4ipg	328	7	Report	Report	NNP
cord-302553-d0hk4ipg	328	8	on	on	IN
cord-302553-d0hk4ipg	328	9	Internet	Internet	NNP
cord-302553-d0hk4ipg	328	10	Development	Development	NNP
cord-302553-d0hk4ipg	328	11	published	publish	VBN
cord-302553-d0hk4ipg	328	12	by	by	IN
cord-302553-d0hk4ipg	328	13	the	the	DT
cord-302553-d0hk4ipg	328	14	China	China	NNP
cord-302553-d0hk4ipg	328	15	Internet	Internet	NNP
cord-302553-d0hk4ipg	328	16	Network	Network	NNP
cord-302553-d0hk4ipg	328	17	Information	Information	NNP
cord-302553-d0hk4ipg	328	18	Center	Center	NNP
cord-302553-d0hk4ipg	328	19	(	(	-LRB-
cord-302553-d0hk4ipg	328	20	CNNIC	CNNIC	NNP
cord-302553-d0hk4ipg	328	21	)	)	-RRB-
cord-302553-d0hk4ipg	328	22	,	,	,
cord-302553-d0hk4ipg	328	23	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	328	24	has	have	VBZ
cord-302553-d0hk4ipg	328	25	316.01	316.01	CD
cord-302553-d0hk4ipg	328	26	million	million	CD
cord-302553-d0hk4ipg	328	27	users	user	NNS
cord-302553-d0hk4ipg	328	28	and	and	CC
cord-302553-d0hk4ipg	328	29	a	a	DT
cord-302553-d0hk4ipg	328	30	user	user	NN
cord-302553-d0hk4ipg	328	31	usage	usage	NN
cord-302553-d0hk4ipg	328	32	rate	rate	NN
cord-302553-d0hk4ipg	328	33	of	of	IN
cord-302553-d0hk4ipg	328	34	40.9	40.9	CD
cord-302553-d0hk4ipg	328	35	%	%	NN
cord-302553-d0hk4ipg	328	36	on	on	IN
cord-302553-d0hk4ipg	328	37	social	social	JJ
cord-302553-d0hk4ipg	328	38	media	medium	NNS
cord-302553-d0hk4ipg	328	39	by	by	IN
cord-302553-d0hk4ipg	328	40	December	December	NNP
cord-302553-d0hk4ipg	328	41	2017	2017	CD
cord-302553-d0hk4ipg	328	42	[	[	-LRB-
cord-302553-d0hk4ipg	328	43	66	66	CD
cord-302553-d0hk4ipg	328	44	]	]	-RRB-
cord-302553-d0hk4ipg	328	45	.	.	.
cord-302553-d0hk4ipg	329	1	Sina	Sina	NNP
cord-302553-d0hk4ipg	329	2	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	329	3	has	have	VBZ
cord-302553-d0hk4ipg	329	4	maintained	maintain	VBN
cord-302553-d0hk4ipg	329	5	the	the	DT
cord-302553-d0hk4ipg	329	6	top	top	JJ
cord-302553-d0hk4ipg	329	7	rank	rank	NN
cord-302553-d0hk4ipg	329	8	in	in	IN
cord-302553-d0hk4ipg	329	9	China	China	NNP
cord-302553-d0hk4ipg	329	10	's	's	POS
cord-302553-d0hk4ipg	329	11	weibo	weibo	NN
cord-302553-d0hk4ipg	329	12	.	.	.
cord-302553-d0hk4ipg	330	1	According	accord	VBG
cord-302553-d0hk4ipg	330	2	to	to	IN
cord-302553-d0hk4ipg	330	3	the	the	DT
cord-302553-d0hk4ipg	330	4	second	second	JJ
cord-302553-d0hk4ipg	330	5	quarter	quarter	NN
cord-302553-d0hk4ipg	330	6	earnings	earning	NNS
cord-302553-d0hk4ipg	330	7	released	release	VBN
cord-302553-d0hk4ipg	330	8	by	by	IN
cord-302553-d0hk4ipg	330	9	Sina	Sina	NNP
cord-302553-d0hk4ipg	330	10	,	,	,
cord-302553-d0hk4ipg	330	11	monthly	monthly	JJ
cord-302553-d0hk4ipg	330	12	active	active	JJ
cord-302553-d0hk4ipg	330	13	users	user	NNS
cord-302553-d0hk4ipg	330	14	from	from	IN
cord-302553-d0hk4ipg	330	15	Sina	Sina	NNP
cord-302553-d0hk4ipg	330	16	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	330	17	reached	reach	VBD
cord-302553-d0hk4ipg	330	18	431	431	CD
cord-302553-d0hk4ipg	330	19	million	million	CD
cord-302553-d0hk4ipg	330	20	by	by	IN
cord-302553-d0hk4ipg	330	21	30	30	CD
cord-302553-d0hk4ipg	330	22	June	June	NNP
cord-302553-d0hk4ipg	330	23	2018	2018	CD
cord-302553-d0hk4ipg	330	24	,	,	,
cord-302553-d0hk4ipg	330	25	outstripping	outstrip	VBG
cord-302553-d0hk4ipg	330	26	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	330	27	as	as	IN
cord-302553-d0hk4ipg	330	28	the	the	DT
cord-302553-d0hk4ipg	330	29	world	world	NN
cord-302553-d0hk4ipg	330	30	's	's	POS
cord-302553-d0hk4ipg	330	31	largest	large	JJS
cord-302553-d0hk4ipg	330	32	independent	independent	JJ
cord-302553-d0hk4ipg	330	33	social	social	JJ
cord-302553-d0hk4ipg	330	34	media	medium	NNS
cord-302553-d0hk4ipg	330	35	company	company	NN
cord-302553-d0hk4ipg	330	36	in	in	IN
cord-302553-d0hk4ipg	330	37	terms	term	NNS
cord-302553-d0hk4ipg	330	38	of	of	IN
cord-302553-d0hk4ipg	330	39	user	user	NN
cord-302553-d0hk4ipg	330	40	scale	scale	NN
cord-302553-d0hk4ipg	330	41	[	[	-LRB-
cord-302553-d0hk4ipg	330	42	67	67	CD
cord-302553-d0hk4ipg	330	43	]	]	-RRB-
cord-302553-d0hk4ipg	330	44	.	.	.
cord-302553-d0hk4ipg	331	1	Sina	Sina	NNP
cord-302553-d0hk4ipg	331	2	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	331	3	has	have	VBZ
cord-302553-d0hk4ipg	331	4	always	always	RB
cord-302553-d0hk4ipg	331	5	been	be	VBN
cord-302553-d0hk4ipg	331	6	the	the	DT
cord-302553-d0hk4ipg	331	7	data	data	NN
cord-302553-d0hk4ipg	331	8	source	source	NN
cord-302553-d0hk4ipg	331	9	of	of	IN
cord-302553-d0hk4ipg	331	10	various	various	JJ
cord-302553-d0hk4ipg	331	11	types	type	NNS
cord-302553-d0hk4ipg	331	12	of	of	IN
cord-302553-d0hk4ipg	331	13	major	major	JJ
cord-302553-d0hk4ipg	331	14	events	event	NNS
cord-302553-d0hk4ipg	331	15	and	and	CC
cord-302553-d0hk4ipg	331	16	emergencies	emergency	NNS
cord-302553-d0hk4ipg	331	17	in	in	IN
cord-302553-d0hk4ipg	331	18	China	China	NNP
cord-302553-d0hk4ipg	331	19	and	and	CC
cord-302553-d0hk4ipg	331	20	has	have	VBZ
cord-302553-d0hk4ipg	331	21	a	a	DT
cord-302553-d0hk4ipg	331	22	far	far	RB
cord-302553-d0hk4ipg	331	23	-	-	HYPH
cord-302553-d0hk4ipg	331	24	reaching	reach	VBG
cord-302553-d0hk4ipg	331	25	scope	scope	NN
cord-302553-d0hk4ipg	331	26	of	of	IN
cord-302553-d0hk4ipg	331	27	dissemination	dissemination	NN
cord-302553-d0hk4ipg	331	28	and	and	CC
cord-302553-d0hk4ipg	331	29	important	important	JJ
cord-302553-d0hk4ipg	331	30	social	social	JJ
cord-302553-d0hk4ipg	331	31	influence	influence	NN
cord-302553-d0hk4ipg	331	32	.	.	.
cord-302553-d0hk4ipg	332	1	This	this	DT
cord-302553-d0hk4ipg	332	2	study	study	NN
cord-302553-d0hk4ipg	332	3	uses	use	VBZ
cord-302553-d0hk4ipg	332	4	web	web	NN
cord-302553-d0hk4ipg	332	5	-	-	HYPH
cord-302553-d0hk4ipg	332	6	based	base	VBN
cord-302553-d0hk4ipg	332	7	social	social	JJ
cord-302553-d0hk4ipg	332	8	media	medium	NNS
cord-302553-d0hk4ipg	332	9	data	datum	NNS
cord-302553-d0hk4ipg	332	10	in	in	IN
cord-302553-d0hk4ipg	332	11	Sina	Sina	NNP
cord-302553-d0hk4ipg	332	12	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	332	13	.	.	.
cord-302553-d0hk4ipg	333	1	The	the	DT
cord-302553-d0hk4ipg	333	2	details	detail	NNS
cord-302553-d0hk4ipg	333	3	are	be	VBP
cord-302553-d0hk4ipg	333	4	clearly	clearly	RB
cord-302553-d0hk4ipg	333	5	shown	show	VBN
cord-302553-d0hk4ipg	333	6	in	in	IN
cord-302553-d0hk4ipg	333	7	Table	Table	NNP
cord-302553-d0hk4ipg	333	8	1	1	CD
cord-302553-d0hk4ipg	333	9	.	.	.
cord-302553-d0hk4ipg	334	1	We	-PRON-	PRP
cord-302553-d0hk4ipg	334	2	collected	collect	VBD
cord-302553-d0hk4ipg	334	3	the	the	DT
cord-302553-d0hk4ipg	334	4	texts	text	NNS
cord-302553-d0hk4ipg	334	5	that	that	WDT
cord-302553-d0hk4ipg	334	6	contained	contain	VBD
cord-302553-d0hk4ipg	334	7	the	the	DT
cord-302553-d0hk4ipg	334	8	keywords	keyword	NNS
cord-302553-d0hk4ipg	334	9	,	,	,
cord-302553-d0hk4ipg	334	10	namely	namely	RB
cord-302553-d0hk4ipg	334	11	,	,	,
cord-302553-d0hk4ipg	334	12	"	"	``
cord-302553-d0hk4ipg	334	13	flu	flu	NN
cord-302553-d0hk4ipg	334	14	(	(	-LRB-
cord-302553-d0hk4ipg	334	15	Gan	Gan	NNP
cord-302553-d0hk4ipg	334	16	Mao	Mao	NNP
cord-302553-d0hk4ipg	334	17	)	)	-RRB-
cord-302553-d0hk4ipg	334	18	"	"	``
cord-302553-d0hk4ipg	334	19	,	,	,
cord-302553-d0hk4ipg	334	20	"	"	''
cord-302553-d0hk4ipg	334	21	influenza	influenza	NN
cord-302553-d0hk4ipg	334	22	(	(	-LRB-
cord-302553-d0hk4ipg	334	23	Liu	Liu	NNP
cord-302553-d0hk4ipg	334	24	Gan	Gan	NNP
cord-302553-d0hk4ipg	334	25	)	)	-RRB-
cord-302553-d0hk4ipg	334	26	"	"	``
cord-302553-d0hk4ipg	334	27	,	,	,
cord-302553-d0hk4ipg	334	28	"	"	''
cord-302553-d0hk4ipg	334	29	cough	cough	NN
cord-302553-d0hk4ipg	334	30	(	(	-LRB-
cord-302553-d0hk4ipg	334	31	Ke	Ke	NNP
cord-302553-d0hk4ipg	334	32	Sou	Sou	NNP
cord-302553-d0hk4ipg	334	33	)	)	-RRB-
cord-302553-d0hk4ipg	334	34	"	"	``
cord-302553-d0hk4ipg	334	35	,	,	,
cord-302553-d0hk4ipg	334	36	"	"	``
cord-302553-d0hk4ipg	334	37	fever	fever	NN
cord-302553-d0hk4ipg	334	38	(	(	-LRB-
cord-302553-d0hk4ipg	334	39	Fa	Fa	NNP
cord-302553-d0hk4ipg	334	40	Shao	Shao	NNP
cord-302553-d0hk4ipg	334	41	)	)	-RRB-
cord-302553-d0hk4ipg	334	42	"	"	``
cord-302553-d0hk4ipg	334	43	,	,	,
cord-302553-d0hk4ipg	334	44	"	"	``
cord-302553-d0hk4ipg	334	45	sneeze	sneeze	VB
cord-302553-d0hk4ipg	334	46	(	(	-LRB-
cord-302553-d0hk4ipg	334	47	Pen	pen	NN
cord-302553-d0hk4ipg	334	48	Ti	Ti	NNP
cord-302553-d0hk4ipg	334	49	)	)	-RRB-
cord-302553-d0hk4ipg	334	50	"	"	''
cord-302553-d0hk4ipg	334	51	and	and	CC
cord-302553-d0hk4ipg	334	52	"	"	``
cord-302553-d0hk4ipg	334	53	nasal	nasal	JJ
cord-302553-d0hk4ipg	334	54	congestion	congestion	NN
cord-302553-d0hk4ipg	334	55	(	(	-LRB-
cord-302553-d0hk4ipg	334	56	Bi	Bi	NNP
cord-302553-d0hk4ipg	334	57	Sai	Sai	NNP
cord-302553-d0hk4ipg	334	58	)	)	-RRB-
cord-302553-d0hk4ipg	334	59	"	"	``
cord-302553-d0hk4ipg	334	60	in	in	IN
cord-302553-d0hk4ipg	334	61	2016	2016	CD
cord-302553-d0hk4ipg	334	62	and	and	CC
cord-302553-d0hk4ipg	334	63	2017	2017	CD
cord-302553-d0hk4ipg	334	64	through	through	IN
cord-302553-d0hk4ipg	334	65	a	a	DT
cord-302553-d0hk4ipg	334	66	Sina	Sina	NNP
cord-302553-d0hk4ipg	334	67	Application	Application	NNP
cord-302553-d0hk4ipg	334	68	Programming	Programming	NNP
cord-302553-d0hk4ipg	334	69	Interface	Interface	NNP
cord-302553-d0hk4ipg	334	70	(	(	-LRB-
cord-302553-d0hk4ipg	334	71	API	API	NNP
cord-302553-d0hk4ipg	334	72	)	)	-RRB-
cord-302553-d0hk4ipg	334	73	.	.	.
cord-302553-d0hk4ipg	335	1	We	-PRON-	PRP
cord-302553-d0hk4ipg	335	2	purchased	purchase	VBD
cord-302553-d0hk4ipg	335	3	the	the	DT
cord-302553-d0hk4ipg	335	4	official	official	JJ
cord-302553-d0hk4ipg	335	5	data	data	NN
cord-302553-d0hk4ipg	335	6	collection	collection	NN
cord-302553-d0hk4ipg	335	7	service	service	NN
cord-302553-d0hk4ipg	335	8	from	from	IN
cord-302553-d0hk4ipg	335	9	Gooseeker	Gooseeker	NNP
cord-302553-d0hk4ipg	335	10	.	.	.
cord-302553-d0hk4ipg	336	1	Gooseeker	Gooseeker	NNP
cord-302553-d0hk4ipg	336	2	is	be	VBZ
cord-302553-d0hk4ipg	336	3	an	an	DT
cord-302553-d0hk4ipg	336	4	authorized	authorized	JJ
cord-302553-d0hk4ipg	336	5	API	api	NN
cord-302553-d0hk4ipg	336	6	of	of	IN
cord-302553-d0hk4ipg	336	7	Sina	Sina	NNP
cord-302553-d0hk4ipg	336	8	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	336	9	.	.	.
cord-302553-d0hk4ipg	337	1	The	the	DT
cord-302553-d0hk4ipg	337	2	data	datum	NNS
cord-302553-d0hk4ipg	337	3	do	do	VBP
cord-302553-d0hk4ipg	337	4	not	not	RB
cord-302553-d0hk4ipg	337	5	include	include	VB
cord-302553-d0hk4ipg	337	6	private	private	JJ
cord-302553-d0hk4ipg	337	7	information	information	NN
cord-302553-d0hk4ipg	337	8	such	such	JJ
cord-302553-d0hk4ipg	337	9	as	as	IN
cord-302553-d0hk4ipg	337	10	personal	personal	JJ
cord-302553-d0hk4ipg	337	11	name	name	NN
cord-302553-d0hk4ipg	337	12	,	,	,
cord-302553-d0hk4ipg	337	13	gender	gender	NN
cord-302553-d0hk4ipg	337	14	,	,	,
cord-302553-d0hk4ipg	337	15	age	age	NN
cord-302553-d0hk4ipg	337	16	,	,	,
cord-302553-d0hk4ipg	337	17	etc	etc	FW
cord-302553-d0hk4ipg	337	18	.	.	FW
cord-302553-d0hk4ipg	337	19	,	,	,
cord-302553-d0hk4ipg	337	20	and	and	CC
cord-302553-d0hk4ipg	337	21	do	do	VBP
cord-302553-d0hk4ipg	337	22	not	not	RB
cord-302553-d0hk4ipg	337	23	endanger	endanger	VB
cord-302553-d0hk4ipg	337	24	privacy	privacy	NN
cord-302553-d0hk4ipg	337	25	and	and	CC
cord-302553-d0hk4ipg	337	26	other	other	JJ
cord-302553-d0hk4ipg	337	27	related	related	JJ
cord-302553-d0hk4ipg	337	28	issues	issue	NNS
cord-302553-d0hk4ipg	337	29	.	.	.
cord-302553-d0hk4ipg	338	1	All	all	DT
cord-302553-d0hk4ipg	338	2	data	datum	NNS
cord-302553-d0hk4ipg	338	3	can	can	MD
cord-302553-d0hk4ipg	338	4	be	be	VB
cord-302553-d0hk4ipg	338	5	used	use	VBN
cord-302553-d0hk4ipg	338	6	legally	legally	RB
cord-302553-d0hk4ipg	338	7	.	.	.
cord-302553-d0hk4ipg	339	1	However	however	RB
cord-302553-d0hk4ipg	339	2	,	,	,
cord-302553-d0hk4ipg	339	3	the	the	DT
cord-302553-d0hk4ipg	339	4	data	datum	NNS
cord-302553-d0hk4ipg	339	5	include	include	VBP
cord-302553-d0hk4ipg	339	6	a	a	DT
cord-302553-d0hk4ipg	339	7	large	large	JJ
cord-302553-d0hk4ipg	339	8	amount	amount	NN
cord-302553-d0hk4ipg	339	9	of	of	IN
cord-302553-d0hk4ipg	339	10	advertising	advertising	NN
cord-302553-d0hk4ipg	339	11	and	and	CC
cord-302553-d0hk4ipg	339	12	unrelated	unrelated	JJ
cord-302553-d0hk4ipg	339	13	material	material	NN
cord-302553-d0hk4ipg	339	14	.	.	.
cord-302553-d0hk4ipg	340	1	Thus	thus	RB
cord-302553-d0hk4ipg	340	2	,	,	,
cord-302553-d0hk4ipg	340	3	the	the	DT
cord-302553-d0hk4ipg	340	4	Support	Support	NNP
cord-302553-d0hk4ipg	340	5	Vector	Vector	NNP
cord-302553-d0hk4ipg	340	6	Machine	Machine	NNP
cord-302553-d0hk4ipg	340	7	(	(	-LRB-
cord-302553-d0hk4ipg	340	8	SVM	SVM	NNP
cord-302553-d0hk4ipg	340	9	)	)	-RRB-
cord-302553-d0hk4ipg	340	10	is	be	VBZ
cord-302553-d0hk4ipg	340	11	used	use	VBN
cord-302553-d0hk4ipg	340	12	to	to	TO
cord-302553-d0hk4ipg	340	13	filter	filter	VB
cord-302553-d0hk4ipg	340	14	out	out	RP
cord-302553-d0hk4ipg	340	15	unrelated	unrelated	JJ
cord-302553-d0hk4ipg	340	16	flu	flu	NN
cord-302553-d0hk4ipg	340	17	weibos	weibos	NNP
cord-302553-d0hk4ipg	340	18	.	.	.
cord-302553-d0hk4ipg	341	1	Ultimately	ultimately	RB
cord-302553-d0hk4ipg	341	2	,	,	,
cord-302553-d0hk4ipg	341	3	100,000	100,000	CD
cord-302553-d0hk4ipg	341	4	flu	flu	NN
cord-302553-d0hk4ipg	341	5	-	-	HYPH
cord-302553-d0hk4ipg	341	6	related	relate	VBN
cord-302553-d0hk4ipg	341	7	weibos	weibos	NNP
cord-302553-d0hk4ipg	341	8	were	be	VBD
cord-302553-d0hk4ipg	341	9	chosen	choose	VBN
cord-302553-d0hk4ipg	341	10	randomly	randomly	RB
cord-302553-d0hk4ipg	341	11	as	as	IN
cord-302553-d0hk4ipg	341	12	a	a	DT
cord-302553-d0hk4ipg	341	13	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	341	14	training	training	NNP
cord-302553-d0hk4ipg	341	15	corpus	corpus	NNP
cord-302553-d0hk4ipg	341	16	in	in	IN
cord-302553-d0hk4ipg	341	17	which	which	WDT
cord-302553-d0hk4ipg	341	18	10,000	10,000	CD
cord-302553-d0hk4ipg	341	19	weibos	weibo	NNS
cord-302553-d0hk4ipg	341	20	in	in	IN
cord-302553-d0hk4ipg	341	21	2016	2016	CD
cord-302553-d0hk4ipg	341	22	and	and	CC
cord-302553-d0hk4ipg	341	23	10,000	10,000	CD
cord-302553-d0hk4ipg	341	24	weibos	weibo	NNS
cord-302553-d0hk4ipg	341	25	in	in	IN
cord-302553-d0hk4ipg	341	26	2017	2017	CD
cord-302553-d0hk4ipg	341	27	were	be	VBD
cord-302553-d0hk4ipg	341	28	randomly	randomly	RB
cord-302553-d0hk4ipg	341	29	selected	select	VBN
cord-302553-d0hk4ipg	341	30	as	as	IN
cord-302553-d0hk4ipg	341	31	a	a	DT
cord-302553-d0hk4ipg	341	32	neural	neural	JJ
cord-302553-d0hk4ipg	341	33	network	network	NN
cord-302553-d0hk4ipg	341	34	classification	classification	NN
cord-302553-d0hk4ipg	341	35	dataset	dataset	NN
cord-302553-d0hk4ipg	341	36	of	of	IN
cord-302553-d0hk4ipg	341	37	sentiment	sentiment	NN
cord-302553-d0hk4ipg	341	38	polarity	polarity	NN
cord-302553-d0hk4ipg	341	39	and	and	CC
cord-302553-d0hk4ipg	341	40	period	period	NN
cord-302553-d0hk4ipg	341	41	.	.	.
cord-302553-d0hk4ipg	342	1	In	in	IN
cord-302553-d0hk4ipg	342	2	what	what	WP
cord-302553-d0hk4ipg	342	3	follows	follow	VBZ
cord-302553-d0hk4ipg	342	4	,	,	,
cord-302553-d0hk4ipg	342	5	the	the	DT
cord-302553-d0hk4ipg	342	6	20,000	20,000	CD
cord-302553-d0hk4ipg	342	7	weibos	weibo	NNS
cord-302553-d0hk4ipg	342	8	are	be	VBP
cord-302553-d0hk4ipg	342	9	labeled	label	VBN
cord-302553-d0hk4ipg	342	10	according	accord	VBG
cord-302553-d0hk4ipg	342	11	to	to	IN
cord-302553-d0hk4ipg	342	12	the	the	DT
cord-302553-d0hk4ipg	342	13	following	follow	VBG
cord-302553-d0hk4ipg	342	14	rules	rule	NNS
cord-302553-d0hk4ipg	342	15	.	.	.
cord-302553-d0hk4ipg	343	1	In	in	IN
cord-302553-d0hk4ipg	343	2	terms	term	NNS
cord-302553-d0hk4ipg	343	3	of	of	IN
cord-302553-d0hk4ipg	343	4	sentiment	sentiment	NN
cord-302553-d0hk4ipg	343	5	polarity	polarity	NN
cord-302553-d0hk4ipg	343	6	,	,	,
cord-302553-d0hk4ipg	343	7	"	"	''
cord-302553-d0hk4ipg	343	8	0	0	CD
cord-302553-d0hk4ipg	343	9	"	"	''
cord-302553-d0hk4ipg	343	10	represents	represent	VBZ
cord-302553-d0hk4ipg	343	11	positive	positive	JJ
cord-302553-d0hk4ipg	343	12	sentiment	sentiment	NN
cord-302553-d0hk4ipg	343	13	,	,	,
cord-302553-d0hk4ipg	343	14	whereas	whereas	IN
cord-302553-d0hk4ipg	343	15	"	"	``
cord-302553-d0hk4ipg	343	16	1"indicates	1"indicates	CD
cord-302553-d0hk4ipg	343	17	negative	negative	JJ
cord-302553-d0hk4ipg	343	18	sentiment	sentiment	NN
cord-302553-d0hk4ipg	343	19	.	.	.
cord-302553-d0hk4ipg	344	1	In	in	IN
cord-302553-d0hk4ipg	344	2	terms	term	NNS
cord-302553-d0hk4ipg	344	3	of	of	IN
cord-302553-d0hk4ipg	344	4	the	the	DT
cord-302553-d0hk4ipg	344	5	period	period	NN
cord-302553-d0hk4ipg	344	6	,	,	,
cord-302553-d0hk4ipg	344	7	"	"	``
cord-302553-d0hk4ipg	344	8	0	0	NFP
cord-302553-d0hk4ipg	344	9	"	"	''
cord-302553-d0hk4ipg	344	10	indicates	indicate	VBZ
cord-302553-d0hk4ipg	344	11	the	the	DT
cord-302553-d0hk4ipg	344	12	infectious	infectious	JJ
cord-302553-d0hk4ipg	344	13	period	period	NN
cord-302553-d0hk4ipg	344	14	,	,	,
cord-302553-d0hk4ipg	344	15	while	while	IN
cord-302553-d0hk4ipg	344	16	"	"	``
cord-302553-d0hk4ipg	344	17	1	1	CD
cord-302553-d0hk4ipg	344	18	"	"	''
cord-302553-d0hk4ipg	344	19	represents	represent	VBZ
cord-302553-d0hk4ipg	344	20	the	the	DT
cord-302553-d0hk4ipg	344	21	recovered	recovered	JJ
cord-302553-d0hk4ipg	344	22	period	period	NN
cord-302553-d0hk4ipg	344	23	.	.	.
cord-302553-d0hk4ipg	345	1	The	the	DT
cord-302553-d0hk4ipg	345	2	dataset	dataset	NN
cord-302553-d0hk4ipg	345	3	was	be	VBD
cord-302553-d0hk4ipg	345	4	divided	divide	VBN
cord-302553-d0hk4ipg	345	5	into	into	IN
cord-302553-d0hk4ipg	345	6	4	4	CD
cord-302553-d0hk4ipg	345	7	labeled	label	VBN
cord-302553-d0hk4ipg	345	8	groups	group	NNS
cord-302553-d0hk4ipg	345	9	with	with	IN
cord-302553-d0hk4ipg	345	10	a	a	DT
cord-302553-d0hk4ipg	345	11	total	total	NN
cord-302553-d0hk4ipg	345	12	of	of	IN
cord-302553-d0hk4ipg	345	13	12	12	CD
cord-302553-d0hk4ipg	345	14	people	people	NNS
cord-302553-d0hk4ipg	345	15	involved	involve	VBN
cord-302553-d0hk4ipg	345	16	.	.	.
cord-302553-d0hk4ipg	346	1	Every	every	DT
cord-302553-d0hk4ipg	346	2	three	three	CD
cord-302553-d0hk4ipg	346	3	members	member	NNS
cord-302553-d0hk4ipg	346	4	were	be	VBD
cord-302553-d0hk4ipg	346	5	in	in	IN
cord-302553-d0hk4ipg	346	6	one	one	CD
cord-302553-d0hk4ipg	346	7	group	group	NN
cord-302553-d0hk4ipg	346	8	.	.	.
cord-302553-d0hk4ipg	347	1	Each	each	DT
cord-302553-d0hk4ipg	347	2	group	group	NN
cord-302553-d0hk4ipg	347	3	was	be	VBD
cord-302553-d0hk4ipg	347	4	assigned	assign	VBN
cord-302553-d0hk4ipg	347	5	5000	5000	CD
cord-302553-d0hk4ipg	347	6	weibos	weibos	NNP
cord-302553-d0hk4ipg	347	7	.	.	.
cord-302553-d0hk4ipg	348	1	Each	each	DT
cord-302553-d0hk4ipg	348	2	member	member	NN
cord-302553-d0hk4ipg	348	3	in	in	IN
cord-302553-d0hk4ipg	348	4	one	one	CD
cord-302553-d0hk4ipg	348	5	group	group	NN
cord-302553-d0hk4ipg	348	6	was	be	VBD
cord-302553-d0hk4ipg	348	7	required	require	VBN
cord-302553-d0hk4ipg	348	8	to	to	TO
cord-302553-d0hk4ipg	348	9	label	label	VB
cord-302553-d0hk4ipg	348	10	all	all	DT
cord-302553-d0hk4ipg	348	11	5000	5000	CD
cord-302553-d0hk4ipg	348	12	weibos	weibos	NNP
cord-302553-d0hk4ipg	348	13	without	without	IN
cord-302553-d0hk4ipg	348	14	communication	communication	NN
cord-302553-d0hk4ipg	348	15	to	to	TO
cord-302553-d0hk4ipg	348	16	intentionally	intentionally	RB
cord-302553-d0hk4ipg	348	17	make	make	VB
cord-302553-d0hk4ipg	348	18	the	the	DT
cord-302553-d0hk4ipg	348	19	marked	mark	VBN
cord-302553-d0hk4ipg	348	20	category	category	NN
cord-302553-d0hk4ipg	348	21	accurate	accurate	JJ
cord-302553-d0hk4ipg	348	22	since	since	IN
cord-302553-d0hk4ipg	348	23	artificial	artificial	JJ
cord-302553-d0hk4ipg	348	24	annotation	annotation	NN
cord-302553-d0hk4ipg	348	25	has	have	VBZ
cord-302553-d0hk4ipg	348	26	a	a	DT
cord-302553-d0hk4ipg	348	27	certain	certain	JJ
cord-302553-d0hk4ipg	348	28	subjectivity	subjectivity	NN
cord-302553-d0hk4ipg	348	29	.	.	.
cord-302553-d0hk4ipg	349	1	The	the	DT
cord-302553-d0hk4ipg	349	2	blog	blog	NN
cord-302553-d0hk4ipg	349	3	was	be	VBD
cord-302553-d0hk4ipg	349	4	thought	think	VBN
cord-302553-d0hk4ipg	349	5	to	to	TO
cord-302553-d0hk4ipg	349	6	be	be	VB
cord-302553-d0hk4ipg	349	7	invalid	invalid	JJ
cord-302553-d0hk4ipg	349	8	if	if	IN
cord-302553-d0hk4ipg	349	9	the	the	DT
cord-302553-d0hk4ipg	349	10	results	result	NNS
cord-302553-d0hk4ipg	349	11	were	be	VBD
cord-302553-d0hk4ipg	349	12	inconsistent	inconsistent	JJ
cord-302553-d0hk4ipg	349	13	among	among	IN
cord-302553-d0hk4ipg	349	14	the	the	DT
cord-302553-d0hk4ipg	349	15	3	3	CD
cord-302553-d0hk4ipg	349	16	members	member	NNS
cord-302553-d0hk4ipg	349	17	.	.	.
cord-302553-d0hk4ipg	350	1	After	after	IN
cord-302553-d0hk4ipg	350	2	the	the	DT
cord-302553-d0hk4ipg	350	3	process	process	NN
cord-302553-d0hk4ipg	350	4	of	of	IN
cord-302553-d0hk4ipg	350	5	cleaning	cleaning	NN
cord-302553-d0hk4ipg	350	6	and	and	CC
cord-302553-d0hk4ipg	350	7	arrangement	arrangement	NN
cord-302553-d0hk4ipg	350	8	,	,	,
cord-302553-d0hk4ipg	350	9	15,301	15,301	CD
cord-302553-d0hk4ipg	350	10	weibos	weibos	NNP
cord-302553-d0hk4ipg	350	11	were	be	VBD
cord-302553-d0hk4ipg	350	12	valid	valid	JJ
cord-302553-d0hk4ipg	350	13	,	,	,
cord-302553-d0hk4ipg	350	14	with	with	IN
cord-302553-d0hk4ipg	350	15	the	the	DT
cord-302553-d0hk4ipg	350	16	remaining	remain	VBG
cord-302553-d0hk4ipg	350	17	4699	4699	CD
cord-302553-d0hk4ipg	350	18	weibos	weibos	NNP
cord-302553-d0hk4ipg	350	19	invalid	invalid	JJ
cord-302553-d0hk4ipg	350	20	.	.	.
cord-302553-d0hk4ipg	351	1	We	-PRON-	PRP
cord-302553-d0hk4ipg	351	2	randomly	randomly	RB
cord-302553-d0hk4ipg	351	3	chose	choose	VBD
cord-302553-d0hk4ipg	351	4	70	70	CD
cord-302553-d0hk4ipg	351	5	%	%	NN
cord-302553-d0hk4ipg	351	6	of	of	IN
cord-302553-d0hk4ipg	351	7	the	the	DT
cord-302553-d0hk4ipg	351	8	15,301	15,301	CD
cord-302553-d0hk4ipg	351	9	valid	valid	JJ
cord-302553-d0hk4ipg	351	10	weibos	weibos	NNP
cord-302553-d0hk4ipg	351	11	as	as	IN
cord-302553-d0hk4ipg	351	12	the	the	DT
cord-302553-d0hk4ipg	351	13	neural	neural	JJ
cord-302553-d0hk4ipg	351	14	network	network	NN
cord-302553-d0hk4ipg	351	15	training	training	NN
cord-302553-d0hk4ipg	351	16	set	set	VBN
cord-302553-d0hk4ipg	351	17	and	and	CC
cord-302553-d0hk4ipg	351	18	30	30	CD
cord-302553-d0hk4ipg	351	19	%	%	NN
cord-302553-d0hk4ipg	351	20	as	as	IN
cord-302553-d0hk4ipg	351	21	the	the	DT
cord-302553-d0hk4ipg	351	22	test	test	NN
cord-302553-d0hk4ipg	351	23	set	set	VBN
cord-302553-d0hk4ipg	351	24	.	.	.
cord-302553-d0hk4ipg	352	1	First	first	RB
cord-302553-d0hk4ipg	352	2	,	,	,
cord-302553-d0hk4ipg	352	3	a	a	DT
cord-302553-d0hk4ipg	352	4	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	352	5	corpus	corpus	NNP
cord-302553-d0hk4ipg	352	6	was	be	VBD
cord-302553-d0hk4ipg	352	7	built	build	VBN
cord-302553-d0hk4ipg	352	8	from	from	IN
cord-302553-d0hk4ipg	352	9	the	the	DT
cord-302553-d0hk4ipg	352	10	100,000	100,000	CD
cord-302553-d0hk4ipg	352	11	flu	flu	NN
cord-302553-d0hk4ipg	352	12	-	-	HYPH
cord-302553-d0hk4ipg	352	13	related	relate	VBN
cord-302553-d0hk4ipg	352	14	weibos	weibos	NNP
cord-302553-d0hk4ipg	352	15	,	,	,
cord-302553-d0hk4ipg	352	16	including	include	VBG
cord-302553-d0hk4ipg	352	17	50,000	50,000	CD
cord-302553-d0hk4ipg	352	18	weibos	weibo	NNS
cord-302553-d0hk4ipg	352	19	from	from	IN
cord-302553-d0hk4ipg	352	20	2016	2016	CD
cord-302553-d0hk4ipg	352	21	and	and	CC
cord-302553-d0hk4ipg	352	22	50,000	50,000	CD
cord-302553-d0hk4ipg	352	23	weibos	weibo	NNS
cord-302553-d0hk4ipg	352	24	from	from	IN
cord-302553-d0hk4ipg	352	25	2017	2017	CD
cord-302553-d0hk4ipg	352	26	,	,	,
cord-302553-d0hk4ipg	352	27	by	by	IN
cord-302553-d0hk4ipg	352	28	removing	remove	VBG
cord-302553-d0hk4ipg	352	29	irrelevant	irrelevant	JJ
cord-302553-d0hk4ipg	352	30	stop	stop	NN
cord-302553-d0hk4ipg	352	31	words	word	NNS
cord-302553-d0hk4ipg	352	32	and	and	CC
cord-302553-d0hk4ipg	352	33	symbols	symbol	NNS
cord-302553-d0hk4ipg	352	34	.	.	.
cord-302553-d0hk4ipg	353	1	The	the	DT
cord-302553-d0hk4ipg	353	2	word	word	NN
cord-302553-d0hk4ipg	353	3	frequency	frequency	NN
cord-302553-d0hk4ipg	353	4	of	of	IN
cord-302553-d0hk4ipg	353	5	the	the	DT
cord-302553-d0hk4ipg	353	6	remaining	remain	VBG
cord-302553-d0hk4ipg	353	7	words	word	NNS
cord-302553-d0hk4ipg	353	8	was	be	VBD
cord-302553-d0hk4ipg	353	9	calculated	calculate	VBN
cord-302553-d0hk4ipg	353	10	to	to	TO
cord-302553-d0hk4ipg	353	11	generate	generate	VB
cord-302553-d0hk4ipg	353	12	word	word	NN
cord-302553-d0hk4ipg	353	13	embedding	embedding	NN
cord-302553-d0hk4ipg	353	14	by	by	IN
cord-302553-d0hk4ipg	353	15	similarity	similarity	NN
cord-302553-d0hk4ipg	353	16	and	and	CC
cord-302553-d0hk4ipg	353	17	distance	distance	NN
cord-302553-d0hk4ipg	353	18	between	between	IN
cord-302553-d0hk4ipg	353	19	words	word	NNS
cord-302553-d0hk4ipg	353	20	.	.	.
cord-302553-d0hk4ipg	354	1	Each	each	DT
cord-302553-d0hk4ipg	354	2	word	word	NN
cord-302553-d0hk4ipg	354	3	consists	consist	VBZ
cord-302553-d0hk4ipg	354	4	of	of	IN
cord-302553-d0hk4ipg	354	5	a	a	DT
cord-302553-d0hk4ipg	354	6	128-dimensional	128-dimensional	CD
cord-302553-d0hk4ipg	354	7	vector	vector	NN
cord-302553-d0hk4ipg	354	8	.	.	.
cord-302553-d0hk4ipg	355	1	One	one	CD
cord-302553-d0hk4ipg	355	2	-	-	HYPH
cord-302553-d0hk4ipg	355	3	hundred	hundred	CD
cord-302553-d0hk4ipg	355	4	ninety	ninety	CD
cord-302553-d0hk4ipg	355	5	-	-	HYPH
cord-302553-d0hk4ipg	355	6	five	five	CD
cord-302553-d0hk4ipg	355	7	words	word	NNS
cord-302553-d0hk4ipg	355	8	ranked	rank	VBD
cord-302553-d0hk4ipg	355	9	first	first	RB
cord-302553-d0hk4ipg	355	10	and	and	CC
cord-302553-d0hk4ipg	355	11	associated	associate	VBN
cord-302553-d0hk4ipg	355	12	with	with	IN
cord-302553-d0hk4ipg	355	13	the	the	DT
cord-302553-d0hk4ipg	355	14	flu	flu	NN
cord-302553-d0hk4ipg	355	15	were	be	VBD
cord-302553-d0hk4ipg	355	16	screened	screen	VBN
cord-302553-d0hk4ipg	355	17	out	out	RP
cord-302553-d0hk4ipg	355	18	from	from	IN
cord-302553-d0hk4ipg	355	19	the	the	DT
cord-302553-d0hk4ipg	355	20	vocabulary	vocabulary	NN
cord-302553-d0hk4ipg	355	21	and	and	CC
cord-302553-d0hk4ipg	355	22	divided	divide	VBD
cord-302553-d0hk4ipg	355	23	into	into	IN
cord-302553-d0hk4ipg	355	24	four	four	CD
cord-302553-d0hk4ipg	355	25	classes	class	NNS
cord-302553-d0hk4ipg	355	26	,	,	,
cord-302553-d0hk4ipg	355	27	which	which	WDT
cord-302553-d0hk4ipg	355	28	represent	represent	VBP
cord-302553-d0hk4ipg	355	29	the	the	DT
cord-302553-d0hk4ipg	355	30	two	two	CD
cord-302553-d0hk4ipg	355	31	types	type	NNS
cord-302553-d0hk4ipg	355	32	of	of	IN
cord-302553-d0hk4ipg	355	33	flu	flu	NN
cord-302553-d0hk4ipg	355	34	period	period	NN
cord-302553-d0hk4ipg	355	35	(	(	-LRB-
cord-302553-d0hk4ipg	355	36	infectious	infectious	JJ
cord-302553-d0hk4ipg	355	37	and	and	CC
cord-302553-d0hk4ipg	355	38	recovered	recovered	JJ
cord-302553-d0hk4ipg	355	39	)	)	-RRB-
cord-302553-d0hk4ipg	355	40	and	and	CC
cord-302553-d0hk4ipg	355	41	two	two	CD
cord-302553-d0hk4ipg	355	42	types	type	NNS
cord-302553-d0hk4ipg	355	43	of	of	IN
cord-302553-d0hk4ipg	355	44	sentiment	sentiment	NN
cord-302553-d0hk4ipg	355	45	polarity	polarity	NN
cord-302553-d0hk4ipg	355	46	(	(	-LRB-
cord-302553-d0hk4ipg	355	47	positive	positive	JJ
cord-302553-d0hk4ipg	355	48	and	and	CC
cord-302553-d0hk4ipg	355	49	negative	negative	JJ
cord-302553-d0hk4ipg	355	50	)	)	-RRB-
cord-302553-d0hk4ipg	355	51	.	.	.
cord-302553-d0hk4ipg	356	1	The	the	DT
cord-302553-d0hk4ipg	356	2	words	word	NNS
cord-302553-d0hk4ipg	356	3	in	in	IN
cord-302553-d0hk4ipg	356	4	the	the	DT
cord-302553-d0hk4ipg	356	5	infectious	infectious	JJ
cord-302553-d0hk4ipg	356	6	period	period	NN
cord-302553-d0hk4ipg	356	7	mainly	mainly	RB
cord-302553-d0hk4ipg	356	8	describe	describe	VBP
cord-302553-d0hk4ipg	356	9	flu	flu	NN
cord-302553-d0hk4ipg	356	10	confrontation	confrontation	NN
cord-302553-d0hk4ipg	356	11	and	and	CC
cord-302553-d0hk4ipg	356	12	symptoms	symptom	NNS
cord-302553-d0hk4ipg	356	13	.	.	.
cord-302553-d0hk4ipg	357	1	The	the	DT
cord-302553-d0hk4ipg	357	2	recovered	recovered	JJ
cord-302553-d0hk4ipg	357	3	period	period	NN
cord-302553-d0hk4ipg	357	4	describes	describe	VBZ
cord-302553-d0hk4ipg	357	5	the	the	DT
cord-302553-d0hk4ipg	357	6	status	status	NN
cord-302553-d0hk4ipg	357	7	of	of	IN
cord-302553-d0hk4ipg	357	8	improvement	improvement	NN
cord-302553-d0hk4ipg	357	9	or	or	CC
cord-302553-d0hk4ipg	357	10	remission	remission	NN
cord-302553-d0hk4ipg	357	11	of	of	IN
cord-302553-d0hk4ipg	357	12	the	the	DT
cord-302553-d0hk4ipg	357	13	flu	flu	NN
cord-302553-d0hk4ipg	357	14	.	.	.
cord-302553-d0hk4ipg	358	1	One	one	CD
cord-302553-d0hk4ipg	358	2	-	-	HYPH
cord-302553-d0hk4ipg	358	3	hundred	hundred	CD
cord-302553-d0hk4ipg	358	4	ninety	ninety	CD
cord-302553-d0hk4ipg	358	5	-	-	HYPH
cord-302553-d0hk4ipg	358	6	five	five	CD
cord-302553-d0hk4ipg	358	7	words	word	NNS
cord-302553-d0hk4ipg	358	8	in	in	IN
cord-302553-d0hk4ipg	358	9	four	four	CD
cord-302553-d0hk4ipg	358	10	classes	class	NNS
cord-302553-d0hk4ipg	358	11	can	can	MD
cord-302553-d0hk4ipg	358	12	be	be	VB
cord-302553-d0hk4ipg	358	13	found	find	VBN
cord-302553-d0hk4ipg	358	14	in	in	IN
cord-302553-d0hk4ipg	358	15	Table	Table	NNP
cord-302553-d0hk4ipg	358	16	2	2	CD
cord-302553-d0hk4ipg	358	17	.	.	.
cord-302553-d0hk4ipg	359	1	To	to	TO
cord-302553-d0hk4ipg	359	2	display	display	VB
cord-302553-d0hk4ipg	359	3	the	the	DT
cord-302553-d0hk4ipg	359	4	distribution	distribution	NN
cord-302553-d0hk4ipg	359	5	of	of	IN
cord-302553-d0hk4ipg	359	6	the	the	DT
cord-302553-d0hk4ipg	359	7	195	195	CD
cord-302553-d0hk4ipg	359	8	words	word	NNS
cord-302553-d0hk4ipg	359	9	in	in	IN
cord-302553-d0hk4ipg	359	10	two	two	CD
cord-302553-d0hk4ipg	359	11	-	-	HYPH
cord-302553-d0hk4ipg	359	12	dimensional	dimensional	JJ
cord-302553-d0hk4ipg	359	13	space	space	NN
cord-302553-d0hk4ipg	359	14	,	,	,
cord-302553-d0hk4ipg	359	15	we	-PRON-	PRP
cord-302553-d0hk4ipg	359	16	used	use	VBD
cord-302553-d0hk4ipg	359	17	t	t	NN
cord-302553-d0hk4ipg	359	18	-	-	HYPH
cord-302553-d0hk4ipg	359	19	distributed	distribute	VBN
cord-302553-d0hk4ipg	359	20	Stochastic	Stochastic	NNP
cord-302553-d0hk4ipg	359	21	Neighbor	Neighbor	NNP
cord-302553-d0hk4ipg	359	22	Embedding	embedding	NN
cord-302553-d0hk4ipg	359	23	(	(	-LRB-
cord-302553-d0hk4ipg	359	24	t	t	NN
cord-302553-d0hk4ipg	359	25	-	-	HYPH
cord-302553-d0hk4ipg	359	26	SNE	SNE	NNP
cord-302553-d0hk4ipg	359	27	)	)	-RRB-
cord-302553-d0hk4ipg	359	28	to	to	TO
cord-302553-d0hk4ipg	359	29	reduce	reduce	VB
cord-302553-d0hk4ipg	359	30	the	the	DT
cord-302553-d0hk4ipg	359	31	dimension	dimension	NN
cord-302553-d0hk4ipg	359	32	of	of	IN
cord-302553-d0hk4ipg	359	33	the	the	DT
cord-302553-d0hk4ipg	359	34	word	word	NN
cord-302553-d0hk4ipg	359	35	embedding	embedding	NN
cord-302553-d0hk4ipg	359	36	.	.	.
cord-302553-d0hk4ipg	360	1	The	the	DT
cord-302553-d0hk4ipg	360	2	scatter	scatter	NN
cord-302553-d0hk4ipg	360	3	plot	plot	NN
cord-302553-d0hk4ipg	360	4	was	be	VBD
cord-302553-d0hk4ipg	360	5	drawn	draw	VBN
cord-302553-d0hk4ipg	360	6	by	by	IN
cord-302553-d0hk4ipg	360	7	the	the	DT
cord-302553-d0hk4ipg	360	8	two	two	CD
cord-302553-d0hk4ipg	360	9	-	-	HYPH
cord-302553-d0hk4ipg	360	10	dimensional	dimensional	JJ
cord-302553-d0hk4ipg	360	11	coordinates	coordinate	NNS
cord-302553-d0hk4ipg	360	12	of	of	IN
cord-302553-d0hk4ipg	360	13	each	each	DT
cord-302553-d0hk4ipg	360	14	word	word	NN
cord-302553-d0hk4ipg	360	15	in	in	IN
cord-302553-d0hk4ipg	360	16	Figure	Figure	NNP
cord-302553-d0hk4ipg	360	17	10	10	CD
cord-302553-d0hk4ipg	360	18	.	.	.
cord-302553-d0hk4ipg	361	1	Each	each	DT
cord-302553-d0hk4ipg	361	2	point	point	NN
cord-302553-d0hk4ipg	361	3	is	be	VBZ
cord-302553-d0hk4ipg	361	4	a	a	DT
cord-302553-d0hk4ipg	361	5	word	word	NN
cord-302553-d0hk4ipg	361	6	,	,	,
cord-302553-d0hk4ipg	361	7	with	with	IN
cord-302553-d0hk4ipg	361	8	a	a	DT
cord-302553-d0hk4ipg	361	9	total	total	NN
cord-302553-d0hk4ipg	361	10	of	of	IN
cord-302553-d0hk4ipg	361	11	195	195	CD
cord-302553-d0hk4ipg	361	12	points	point	NNS
cord-302553-d0hk4ipg	361	13	.	.	.
cord-302553-d0hk4ipg	362	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	362	2	is	be	VBZ
cord-302553-d0hk4ipg	362	3	clear	clear	JJ
cord-302553-d0hk4ipg	362	4	that	that	IN
cord-302553-d0hk4ipg	362	5	the	the	DT
cord-302553-d0hk4ipg	362	6	words	word	NNS
cord-302553-d0hk4ipg	362	7	that	that	WDT
cord-302553-d0hk4ipg	362	8	denote	denote	VBP
cord-302553-d0hk4ipg	362	9	positive	positive	JJ
cord-302553-d0hk4ipg	362	10	sentiment	sentiment	NN
cord-302553-d0hk4ipg	362	11	and	and	CC
cord-302553-d0hk4ipg	362	12	the	the	DT
cord-302553-d0hk4ipg	362	13	recovered	recovered	JJ
cord-302553-d0hk4ipg	362	14	period	period	NN
cord-302553-d0hk4ipg	362	15	are	be	VBP
cord-302553-d0hk4ipg	362	16	clustered	cluster	VBN
cord-302553-d0hk4ipg	362	17	together	together	RB
cord-302553-d0hk4ipg	362	18	,	,	,
cord-302553-d0hk4ipg	362	19	and	and	CC
cord-302553-d0hk4ipg	362	20	the	the	DT
cord-302553-d0hk4ipg	362	21	words	word	NNS
cord-302553-d0hk4ipg	362	22	in	in	IN
cord-302553-d0hk4ipg	362	23	the	the	DT
cord-302553-d0hk4ipg	362	24	negative	negative	JJ
cord-302553-d0hk4ipg	362	25	sentiment	sentiment	NN
cord-302553-d0hk4ipg	362	26	and	and	CC
cord-302553-d0hk4ipg	362	27	infectious	infectious	JJ
cord-302553-d0hk4ipg	362	28	period	period	NN
cord-302553-d0hk4ipg	362	29	are	be	VBP
cord-302553-d0hk4ipg	362	30	clustered	cluster	VBN
cord-302553-d0hk4ipg	362	31	together	together	RB
cord-302553-d0hk4ipg	362	32	closely	closely	RB
cord-302553-d0hk4ipg	362	33	.	.	.
cord-302553-d0hk4ipg	363	1	In	in	IN
cord-302553-d0hk4ipg	363	2	addition	addition	NN
cord-302553-d0hk4ipg	363	3	,	,	,
cord-302553-d0hk4ipg	363	4	between	between	IN
cord-302553-d0hk4ipg	363	5	these	these	DT
cord-302553-d0hk4ipg	363	6	195	195	CD
cord-302553-d0hk4ipg	363	7	words	word	NNS
cord-302553-d0hk4ipg	363	8	,	,	,
cord-302553-d0hk4ipg	363	9	this	this	DT
cord-302553-d0hk4ipg	363	10	paper	paper	NN
cord-302553-d0hk4ipg	363	11	calculates	calculate	VBZ
cord-302553-d0hk4ipg	363	12	the	the	DT
cord-302553-d0hk4ipg	363	13	similarity	similarity	NN
cord-302553-d0hk4ipg	363	14	between	between	IN
cord-302553-d0hk4ipg	363	15	every	every	DT
cord-302553-d0hk4ipg	363	16	two	two	CD
cord-302553-d0hk4ipg	363	17	words	word	NNS
cord-302553-d0hk4ipg	363	18	of	of	IN
cord-302553-d0hk4ipg	363	19	the	the	DT
cord-302553-d0hk4ipg	363	20	flu	flu	NN
cord-302553-d0hk4ipg	363	21	period	period	NN
cord-302553-d0hk4ipg	363	22	and	and	CC
cord-302553-d0hk4ipg	363	23	the	the	DT
cord-302553-d0hk4ipg	363	24	sentiment	sentiment	NN
cord-302553-d0hk4ipg	363	25	polarity	polarity	NN
cord-302553-d0hk4ipg	363	26	based	base	VBN
cord-302553-d0hk4ipg	363	27	on	on	IN
cord-302553-d0hk4ipg	363	28	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	363	29	.	.	.
cord-302553-d0hk4ipg	364	1	Additionally	additionally	RB
cord-302553-d0hk4ipg	364	2	,	,	,
cord-302553-d0hk4ipg	364	3	a	a	DT
cord-302553-d0hk4ipg	364	4	similarity	similarity	NN
cord-302553-d0hk4ipg	364	5	greater	great	JJR
cord-302553-d0hk4ipg	364	6	than	than	IN
cord-302553-d0hk4ipg	364	7	0.6	0.6	CD
cord-302553-d0hk4ipg	364	8	was	be	VBD
cord-302553-d0hk4ipg	364	9	reserved	reserve	VBN
cord-302553-d0hk4ipg	364	10	,	,	,
cord-302553-d0hk4ipg	364	11	which	which	WDT
cord-302553-d0hk4ipg	364	12	is	be	VBZ
cord-302553-d0hk4ipg	364	13	represented	represent	VBN
cord-302553-d0hk4ipg	364	14	by	by	IN
cord-302553-d0hk4ipg	364	15	the	the	DT
cord-302553-d0hk4ipg	364	16	connections	connection	NNS
cord-302553-d0hk4ipg	364	17	in	in	IN
cord-302553-d0hk4ipg	364	18	Figure	figure	NN
cord-302553-d0hk4ipg	364	19	10	10	CD
cord-302553-d0hk4ipg	364	20	.	.	.
cord-302553-d0hk4ipg	365	1	Therefore	therefore	RB
cord-302553-d0hk4ipg	365	2	,	,	,
cord-302553-d0hk4ipg	365	3	as	as	IN
cord-302553-d0hk4ipg	365	4	seen	see	VBN
cord-302553-d0hk4ipg	365	5	from	from	IN
cord-302553-d0hk4ipg	365	6	Figure	figure	NN
cord-302553-d0hk4ipg	365	7	10	10	CD
cord-302553-d0hk4ipg	365	8	,	,	,
cord-302553-d0hk4ipg	365	9	there	there	EX
cord-302553-d0hk4ipg	365	10	are	be	VBP
cord-302553-d0hk4ipg	365	11	four	four	CD
cord-302553-d0hk4ipg	365	12	types	type	NNS
cord-302553-d0hk4ipg	365	13	of	of	IN
cord-302553-d0hk4ipg	365	14	connections	connection	NNS
cord-302553-d0hk4ipg	365	15	,	,	,
cord-302553-d0hk4ipg	365	16	which	which	WDT
cord-302553-d0hk4ipg	365	17	are	be	VBP
cord-302553-d0hk4ipg	365	18	divided	divide	VBN
cord-302553-d0hk4ipg	365	19	between	between	IN
cord-302553-d0hk4ipg	365	20	the	the	DT
cord-302553-d0hk4ipg	365	21	infectious	infectious	JJ
cord-302553-d0hk4ipg	365	22	period	period	NN
cord-302553-d0hk4ipg	365	23	and	and	CC
cord-302553-d0hk4ipg	365	24	negative	negative	JJ
cord-302553-d0hk4ipg	365	25	sentiment	sentiment	NN
cord-302553-d0hk4ipg	365	26	,	,	,
cord-302553-d0hk4ipg	365	27	infectious	infectious	JJ
cord-302553-d0hk4ipg	365	28	period	period	NN
cord-302553-d0hk4ipg	365	29	and	and	CC
cord-302553-d0hk4ipg	365	30	positive	positive	JJ
cord-302553-d0hk4ipg	365	31	sentiment	sentiment	NN
cord-302553-d0hk4ipg	365	32	,	,	,
cord-302553-d0hk4ipg	365	33	recovered	recover	VBD
cord-302553-d0hk4ipg	365	34	period	period	NN
cord-302553-d0hk4ipg	365	35	and	and	CC
cord-302553-d0hk4ipg	365	36	negative	negative	JJ
cord-302553-d0hk4ipg	365	37	sentiment	sentiment	NN
cord-302553-d0hk4ipg	365	38	,	,	,
cord-302553-d0hk4ipg	365	39	and	and	CC
cord-302553-d0hk4ipg	365	40	recovered	recover	VBD
cord-302553-d0hk4ipg	365	41	period	period	NN
cord-302553-d0hk4ipg	365	42	and	and	CC
cord-302553-d0hk4ipg	365	43	positive	positive	JJ
cord-302553-d0hk4ipg	365	44	sentiment	sentiment	NN
cord-302553-d0hk4ipg	365	45	.	.	.
cord-302553-d0hk4ipg	366	1	This	this	DT
cord-302553-d0hk4ipg	366	2	paper	paper	NN
cord-302553-d0hk4ipg	366	3	also	also	RB
cord-302553-d0hk4ipg	366	4	performed	perform	VBD
cord-302553-d0hk4ipg	366	5	statistical	statistical	JJ
cord-302553-d0hk4ipg	366	6	analysis	analysis	NN
cord-302553-d0hk4ipg	366	7	on	on	IN
cord-302553-d0hk4ipg	366	8	these	these	DT
cord-302553-d0hk4ipg	366	9	four	four	CD
cord-302553-d0hk4ipg	366	10	types	type	NNS
cord-302553-d0hk4ipg	366	11	of	of	IN
cord-302553-d0hk4ipg	366	12	lines	line	NNS
cord-302553-d0hk4ipg	366	13	in	in	IN
cord-302553-d0hk4ipg	366	14	the	the	DT
cord-302553-d0hk4ipg	366	15	scatter	scatter	NN
cord-302553-d0hk4ipg	366	16	plot	plot	NN
cord-302553-d0hk4ipg	366	17	.	.	.
cord-302553-d0hk4ipg	367	1	When	when	WRB
cord-302553-d0hk4ipg	367	2	the	the	DT
cord-302553-d0hk4ipg	367	3	similarity	similarity	NN
cord-302553-d0hk4ipg	367	4	is	be	VBZ
cord-302553-d0hk4ipg	367	5	greater	great	JJR
cord-302553-d0hk4ipg	367	6	than	than	IN
cord-302553-d0hk4ipg	367	7	0.6	0.6	CD
cord-302553-d0hk4ipg	367	8	,	,	,
cord-302553-d0hk4ipg	367	9	it	-PRON-	PRP
cord-302553-d0hk4ipg	367	10	is	be	VBZ
cord-302553-d0hk4ipg	367	11	found	find	VBN
cord-302553-d0hk4ipg	367	12	that	that	IN
cord-302553-d0hk4ipg	367	13	there	there	EX
cord-302553-d0hk4ipg	367	14	are	be	VBP
cord-302553-d0hk4ipg	367	15	53	53	CD
cord-302553-d0hk4ipg	367	16	links	link	NNS
cord-302553-d0hk4ipg	367	17	between	between	IN
cord-302553-d0hk4ipg	367	18	the	the	DT
cord-302553-d0hk4ipg	367	19	infectious	infectious	JJ
cord-302553-d0hk4ipg	367	20	period	period	NN
cord-302553-d0hk4ipg	367	21	and	and	CC
cord-302553-d0hk4ipg	367	22	negative	negative	JJ
cord-302553-d0hk4ipg	367	23	sentiment	sentiment	NN
cord-302553-d0hk4ipg	367	24	and	and	CC
cord-302553-d0hk4ipg	367	25	more	more	JJR
cord-302553-d0hk4ipg	367	26	than	than	IN
cord-302553-d0hk4ipg	367	27	16	16	CD
cord-302553-d0hk4ipg	367	28	links	link	NNS
cord-302553-d0hk4ipg	367	29	between	between	IN
cord-302553-d0hk4ipg	367	30	the	the	DT
cord-302553-d0hk4ipg	367	31	infectious	infectious	JJ
cord-302553-d0hk4ipg	367	32	period	period	NN
cord-302553-d0hk4ipg	367	33	and	and	CC
cord-302553-d0hk4ipg	367	34	positive	positive	JJ
cord-302553-d0hk4ipg	367	35	sentiment	sentiment	NN
cord-302553-d0hk4ipg	367	36	.	.	.
cord-302553-d0hk4ipg	368	1	Additionally	additionally	RB
cord-302553-d0hk4ipg	368	2	,	,	,
cord-302553-d0hk4ipg	368	3	there	there	EX
cord-302553-d0hk4ipg	368	4	are	be	VBP
cord-302553-d0hk4ipg	368	5	81	81	CD
cord-302553-d0hk4ipg	368	6	links	link	NNS
cord-302553-d0hk4ipg	368	7	between	between	IN
cord-302553-d0hk4ipg	368	8	the	the	DT
cord-302553-d0hk4ipg	368	9	recovered	recovered	JJ
cord-302553-d0hk4ipg	368	10	period	period	NN
cord-302553-d0hk4ipg	368	11	and	and	CC
cord-302553-d0hk4ipg	368	12	positive	positive	JJ
cord-302553-d0hk4ipg	368	13	sentiment	sentiment	NN
cord-302553-d0hk4ipg	368	14	and	and	CC
cord-302553-d0hk4ipg	368	15	more	more	JJR
cord-302553-d0hk4ipg	368	16	than	than	IN
cord-302553-d0hk4ipg	368	17	7	7	CD
cord-302553-d0hk4ipg	368	18	links	link	NNS
cord-302553-d0hk4ipg	368	19	between	between	IN
cord-302553-d0hk4ipg	368	20	the	the	DT
cord-302553-d0hk4ipg	368	21	recovered	recovered	JJ
cord-302553-d0hk4ipg	368	22	period	period	NN
cord-302553-d0hk4ipg	368	23	and	and	CC
cord-302553-d0hk4ipg	368	24	negative	negative	JJ
cord-302553-d0hk4ipg	368	25	sentiment	sentiment	NN
cord-302553-d0hk4ipg	368	26	.	.	.
cord-302553-d0hk4ipg	369	1	Obviously	obviously	RB
cord-302553-d0hk4ipg	369	2	,	,	,
cord-302553-d0hk4ipg	369	3	the	the	DT
cord-302553-d0hk4ipg	369	4	infectious	infectious	JJ
cord-302553-d0hk4ipg	369	5	period	period	NN
cord-302553-d0hk4ipg	369	6	is	be	VBZ
cord-302553-d0hk4ipg	369	7	much	much	RB
cord-302553-d0hk4ipg	369	8	more	more	RBR
cord-302553-d0hk4ipg	369	9	similar	similar	JJ
cord-302553-d0hk4ipg	369	10	and	and	CC
cord-302553-d0hk4ipg	369	11	closer	close	RBR
cord-302553-d0hk4ipg	369	12	to	to	IN
cord-302553-d0hk4ipg	369	13	negative	negative	JJ
cord-302553-d0hk4ipg	369	14	sentiment	sentiment	NN
cord-302553-d0hk4ipg	369	15	than	than	IN
cord-302553-d0hk4ipg	369	16	to	to	IN
cord-302553-d0hk4ipg	369	17	positive	positive	JJ
cord-302553-d0hk4ipg	369	18	sentiment	sentiment	NN
cord-302553-d0hk4ipg	369	19	.	.	.
cord-302553-d0hk4ipg	370	1	In	in	IN
cord-302553-d0hk4ipg	370	2	contrast	contrast	NN
cord-302553-d0hk4ipg	370	3	,	,	,
cord-302553-d0hk4ipg	370	4	the	the	DT
cord-302553-d0hk4ipg	370	5	recovered	recovered	JJ
cord-302553-d0hk4ipg	370	6	period	period	NN
cord-302553-d0hk4ipg	370	7	is	be	VBZ
cord-302553-d0hk4ipg	370	8	much	much	RB
cord-302553-d0hk4ipg	370	9	more	more	RBR
cord-302553-d0hk4ipg	370	10	similar	similar	JJ
cord-302553-d0hk4ipg	370	11	and	and	CC
cord-302553-d0hk4ipg	370	12	closer	close	RBR
cord-302553-d0hk4ipg	370	13	to	to	IN
cord-302553-d0hk4ipg	370	14	positive	positive	JJ
cord-302553-d0hk4ipg	370	15	sentiment	sentiment	NN
cord-302553-d0hk4ipg	370	16	than	than	IN
cord-302553-d0hk4ipg	370	17	to	to	IN
cord-302553-d0hk4ipg	370	18	negative	negative	JJ
cord-302553-d0hk4ipg	370	19	sentiment	sentiment	NN
cord-302553-d0hk4ipg	370	20	.	.	.
cord-302553-d0hk4ipg	371	1	period	period	NN
cord-302553-d0hk4ipg	371	2	are	be	VBP
cord-302553-d0hk4ipg	371	3	clustered	cluster	VBN
cord-302553-d0hk4ipg	371	4	together	together	RB
cord-302553-d0hk4ipg	371	5	,	,	,
cord-302553-d0hk4ipg	371	6	and	and	CC
cord-302553-d0hk4ipg	371	7	the	the	DT
cord-302553-d0hk4ipg	371	8	words	word	NNS
cord-302553-d0hk4ipg	371	9	in	in	IN
cord-302553-d0hk4ipg	371	10	the	the	DT
cord-302553-d0hk4ipg	371	11	negative	negative	JJ
cord-302553-d0hk4ipg	371	12	sentiment	sentiment	NN
cord-302553-d0hk4ipg	371	13	and	and	CC
cord-302553-d0hk4ipg	371	14	infectious	infectious	JJ
cord-302553-d0hk4ipg	371	15	period	period	NN
cord-302553-d0hk4ipg	371	16	are	be	VBP
cord-302553-d0hk4ipg	371	17	clustered	cluster	VBN
cord-302553-d0hk4ipg	371	18	together	together	RB
cord-302553-d0hk4ipg	371	19	closely	closely	RB
cord-302553-d0hk4ipg	371	20	.	.	.
cord-302553-d0hk4ipg	372	1	In	in	IN
cord-302553-d0hk4ipg	372	2	addition	addition	NN
cord-302553-d0hk4ipg	372	3	,	,	,
cord-302553-d0hk4ipg	372	4	between	between	IN
cord-302553-d0hk4ipg	372	5	these	these	DT
cord-302553-d0hk4ipg	372	6	195	195	CD
cord-302553-d0hk4ipg	372	7	words	word	NNS
cord-302553-d0hk4ipg	372	8	,	,	,
cord-302553-d0hk4ipg	372	9	this	this	DT
cord-302553-d0hk4ipg	372	10	paper	paper	NN
cord-302553-d0hk4ipg	372	11	calculates	calculate	VBZ
cord-302553-d0hk4ipg	372	12	the	the	DT
cord-302553-d0hk4ipg	372	13	similarity	similarity	NN
cord-302553-d0hk4ipg	372	14	between	between	IN
cord-302553-d0hk4ipg	372	15	every	every	DT
cord-302553-d0hk4ipg	372	16	two	two	CD
cord-302553-d0hk4ipg	372	17	words	word	NNS
cord-302553-d0hk4ipg	372	18	of	of	IN
cord-302553-d0hk4ipg	372	19	the	the	DT
cord-302553-d0hk4ipg	372	20	flu	flu	NN
cord-302553-d0hk4ipg	372	21	period	period	NN
cord-302553-d0hk4ipg	372	22	and	and	CC
cord-302553-d0hk4ipg	372	23	the	the	DT
cord-302553-d0hk4ipg	372	24	sentiment	sentiment	NN
cord-302553-d0hk4ipg	372	25	polarity	polarity	NN
cord-302553-d0hk4ipg	372	26	based	base	VBN
cord-302553-d0hk4ipg	372	27	on	on	IN
cord-302553-d0hk4ipg	372	28	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	372	29	.	.	.
cord-302553-d0hk4ipg	373	1	Additionally	additionally	RB
cord-302553-d0hk4ipg	373	2	,	,	,
cord-302553-d0hk4ipg	373	3	a	a	DT
cord-302553-d0hk4ipg	373	4	similarity	similarity	NN
cord-302553-d0hk4ipg	373	5	greater	great	JJR
cord-302553-d0hk4ipg	373	6	than	than	IN
cord-302553-d0hk4ipg	373	7	0.6	0.6	CD
cord-302553-d0hk4ipg	373	8	was	be	VBD
cord-302553-d0hk4ipg	373	9	reserved	reserve	VBN
cord-302553-d0hk4ipg	373	10	,	,	,
cord-302553-d0hk4ipg	373	11	which	which	WDT
cord-302553-d0hk4ipg	373	12	is	be	VBZ
cord-302553-d0hk4ipg	373	13	represented	represent	VBN
cord-302553-d0hk4ipg	373	14	by	by	IN
cord-302553-d0hk4ipg	373	15	the	the	DT
cord-302553-d0hk4ipg	373	16	connections	connection	NNS
cord-302553-d0hk4ipg	373	17	in	in	IN
cord-302553-d0hk4ipg	373	18	Figure	figure	NN
cord-302553-d0hk4ipg	373	19	10	10	CD
cord-302553-d0hk4ipg	373	20	.	.	.
cord-302553-d0hk4ipg	374	1	Therefore	therefore	RB
cord-302553-d0hk4ipg	374	2	,	,	,
cord-302553-d0hk4ipg	374	3	as	as	IN
cord-302553-d0hk4ipg	374	4	seen	see	VBN
cord-302553-d0hk4ipg	374	5	from	from	IN
cord-302553-d0hk4ipg	374	6	Figure	figure	NN
cord-302553-d0hk4ipg	374	7	10	10	CD
cord-302553-d0hk4ipg	374	8	,	,	,
cord-302553-d0hk4ipg	374	9	there	there	EX
cord-302553-d0hk4ipg	374	10	are	be	VBP
cord-302553-d0hk4ipg	374	11	four	four	CD
cord-302553-d0hk4ipg	374	12	types	type	NNS
cord-302553-d0hk4ipg	374	13	of	of	IN
cord-302553-d0hk4ipg	374	14	connections	connection	NNS
cord-302553-d0hk4ipg	374	15	,	,	,
cord-302553-d0hk4ipg	374	16	which	which	WDT
cord-302553-d0hk4ipg	374	17	are	be	VBP
cord-302553-d0hk4ipg	374	18	divided	divide	VBN
cord-302553-d0hk4ipg	374	19	between	between	IN
cord-302553-d0hk4ipg	374	20	the	the	DT
cord-302553-d0hk4ipg	374	21	infectious	infectious	JJ
cord-302553-d0hk4ipg	374	22	period	period	NN
cord-302553-d0hk4ipg	374	23	and	and	CC
cord-302553-d0hk4ipg	374	24	negative	negative	JJ
cord-302553-d0hk4ipg	374	25	sentiment	sentiment	NN
cord-302553-d0hk4ipg	374	26	,	,	,
cord-302553-d0hk4ipg	374	27	infectious	infectious	JJ
cord-302553-d0hk4ipg	374	28	period	period	NN
cord-302553-d0hk4ipg	374	29	and	and	CC
cord-302553-d0hk4ipg	374	30	positive	positive	JJ
cord-302553-d0hk4ipg	374	31	sentiment	sentiment	NN
cord-302553-d0hk4ipg	374	32	,	,	,
cord-302553-d0hk4ipg	374	33	recovered	recover	VBD
cord-302553-d0hk4ipg	374	34	period	period	NN
cord-302553-d0hk4ipg	374	35	and	and	CC
cord-302553-d0hk4ipg	374	36	negative	negative	JJ
cord-302553-d0hk4ipg	374	37	sentiment	sentiment	NN
cord-302553-d0hk4ipg	374	38	,	,	,
cord-302553-d0hk4ipg	374	39	and	and	CC
cord-302553-d0hk4ipg	374	40	recovered	recover	VBD
cord-302553-d0hk4ipg	374	41	period	period	NN
cord-302553-d0hk4ipg	374	42	and	and	CC
cord-302553-d0hk4ipg	374	43	positive	positive	JJ
cord-302553-d0hk4ipg	374	44	sentiment	sentiment	NN
cord-302553-d0hk4ipg	374	45	.	.	.
cord-302553-d0hk4ipg	375	1	This	this	DT
cord-302553-d0hk4ipg	375	2	paper	paper	NN
cord-302553-d0hk4ipg	375	3	also	also	RB
cord-302553-d0hk4ipg	375	4	performed	perform	VBD
cord-302553-d0hk4ipg	375	5	statistical	statistical	JJ
cord-302553-d0hk4ipg	375	6	analysis	analysis	NN
cord-302553-d0hk4ipg	375	7	on	on	IN
cord-302553-d0hk4ipg	375	8	these	these	DT
cord-302553-d0hk4ipg	375	9	four	four	CD
cord-302553-d0hk4ipg	375	10	types	type	NNS
cord-302553-d0hk4ipg	375	11	of	of	IN
cord-302553-d0hk4ipg	375	12	lines	line	NNS
cord-302553-d0hk4ipg	375	13	in	in	IN
cord-302553-d0hk4ipg	375	14	the	the	DT
cord-302553-d0hk4ipg	375	15	scatter	scatter	NN
cord-302553-d0hk4ipg	375	16	plot	plot	NN
cord-302553-d0hk4ipg	375	17	.	.	.
cord-302553-d0hk4ipg	376	1	When	when	WRB
cord-302553-d0hk4ipg	376	2	the	the	DT
cord-302553-d0hk4ipg	376	3	similarity	similarity	NN
cord-302553-d0hk4ipg	376	4	is	be	VBZ
cord-302553-d0hk4ipg	376	5	greater	great	JJR
cord-302553-d0hk4ipg	376	6	than	than	IN
cord-302553-d0hk4ipg	376	7	0.6	0.6	CD
cord-302553-d0hk4ipg	376	8	,	,	,
cord-302553-d0hk4ipg	376	9	it	-PRON-	PRP
cord-302553-d0hk4ipg	376	10	is	be	VBZ
cord-302553-d0hk4ipg	376	11	found	find	VBN
cord-302553-d0hk4ipg	376	12	that	that	IN
cord-302553-d0hk4ipg	376	13	there	there	EX
cord-302553-d0hk4ipg	376	14	are	be	VBP
cord-302553-d0hk4ipg	376	15	53	53	CD
cord-302553-d0hk4ipg	376	16	links	link	NNS
cord-302553-d0hk4ipg	376	17	between	between	IN
cord-302553-d0hk4ipg	376	18	the	the	DT
cord-302553-d0hk4ipg	376	19	infectious	infectious	JJ
cord-302553-d0hk4ipg	376	20	period	period	NN
cord-302553-d0hk4ipg	376	21	and	and	CC
cord-302553-d0hk4ipg	376	22	negative	negative	JJ
cord-302553-d0hk4ipg	376	23	sentiment	sentiment	NN
cord-302553-d0hk4ipg	376	24	and	and	CC
cord-302553-d0hk4ipg	376	25	more	more	JJR
cord-302553-d0hk4ipg	376	26	than	than	IN
cord-302553-d0hk4ipg	376	27	16	16	CD
cord-302553-d0hk4ipg	376	28	links	link	NNS
cord-302553-d0hk4ipg	376	29	between	between	IN
cord-302553-d0hk4ipg	376	30	the	the	DT
cord-302553-d0hk4ipg	376	31	infectious	infectious	JJ
cord-302553-d0hk4ipg	376	32	period	period	NN
cord-302553-d0hk4ipg	376	33	and	and	CC
cord-302553-d0hk4ipg	376	34	positive	positive	JJ
cord-302553-d0hk4ipg	376	35	sentiment	sentiment	NN
cord-302553-d0hk4ipg	376	36	.	.	.
cord-302553-d0hk4ipg	377	1	Additionally	additionally	RB
cord-302553-d0hk4ipg	377	2	,	,	,
cord-302553-d0hk4ipg	377	3	there	there	EX
cord-302553-d0hk4ipg	377	4	are	be	VBP
cord-302553-d0hk4ipg	377	5	81	81	CD
cord-302553-d0hk4ipg	377	6	links	link	NNS
cord-302553-d0hk4ipg	377	7	between	between	IN
cord-302553-d0hk4ipg	377	8	the	the	DT
cord-302553-d0hk4ipg	377	9	recovered	recovered	JJ
cord-302553-d0hk4ipg	377	10	period	period	NN
cord-302553-d0hk4ipg	377	11	and	and	CC
cord-302553-d0hk4ipg	377	12	positive	positive	JJ
cord-302553-d0hk4ipg	377	13	sentiment	sentiment	NN
cord-302553-d0hk4ipg	377	14	and	and	CC
cord-302553-d0hk4ipg	377	15	more	more	JJR
cord-302553-d0hk4ipg	377	16	than	than	IN
cord-302553-d0hk4ipg	377	17	7	7	CD
cord-302553-d0hk4ipg	377	18	links	link	NNS
cord-302553-d0hk4ipg	377	19	between	between	IN
cord-302553-d0hk4ipg	377	20	the	the	DT
cord-302553-d0hk4ipg	377	21	recovered	recovered	JJ
cord-302553-d0hk4ipg	377	22	period	period	NN
cord-302553-d0hk4ipg	377	23	and	and	CC
cord-302553-d0hk4ipg	377	24	negative	negative	JJ
cord-302553-d0hk4ipg	377	25	sentiment	sentiment	NN
cord-302553-d0hk4ipg	377	26	.	.	.
cord-302553-d0hk4ipg	378	1	Obviously	obviously	RB
cord-302553-d0hk4ipg	378	2	,	,	,
cord-302553-d0hk4ipg	378	3	the	the	DT
cord-302553-d0hk4ipg	378	4	infectious	infectious	JJ
cord-302553-d0hk4ipg	378	5	period	period	NN
cord-302553-d0hk4ipg	378	6	is	be	VBZ
cord-302553-d0hk4ipg	378	7	much	much	RB
cord-302553-d0hk4ipg	378	8	more	more	RBR
cord-302553-d0hk4ipg	378	9	similar	similar	JJ
cord-302553-d0hk4ipg	378	10	and	and	CC
cord-302553-d0hk4ipg	378	11	closer	close	RBR
cord-302553-d0hk4ipg	378	12	to	to	IN
cord-302553-d0hk4ipg	378	13	negative	negative	JJ
cord-302553-d0hk4ipg	378	14	sentiment	sentiment	NN
cord-302553-d0hk4ipg	378	15	than	than	IN
cord-302553-d0hk4ipg	378	16	to	to	IN
cord-302553-d0hk4ipg	378	17	positive	positive	JJ
cord-302553-d0hk4ipg	378	18	sentiment	sentiment	NN
cord-302553-d0hk4ipg	378	19	.	.	.
cord-302553-d0hk4ipg	379	1	In	in	IN
cord-302553-d0hk4ipg	379	2	contrast	contrast	NN
cord-302553-d0hk4ipg	379	3	,	,	,
cord-302553-d0hk4ipg	379	4	the	the	DT
cord-302553-d0hk4ipg	379	5	recovered	recovered	JJ
cord-302553-d0hk4ipg	379	6	period	period	NN
cord-302553-d0hk4ipg	379	7	is	be	VBZ
cord-302553-d0hk4ipg	379	8	much	much	RB
cord-302553-d0hk4ipg	379	9	more	more	RBR
cord-302553-d0hk4ipg	379	10	similar	similar	JJ
cord-302553-d0hk4ipg	379	11	and	and	CC
cord-302553-d0hk4ipg	379	12	closer	close	RBR
cord-302553-d0hk4ipg	379	13	to	to	IN
cord-302553-d0hk4ipg	379	14	positive	positive	JJ
cord-302553-d0hk4ipg	379	15	sentiment	sentiment	NN
cord-302553-d0hk4ipg	379	16	than	than	IN
cord-302553-d0hk4ipg	379	17	to	to	IN
cord-302553-d0hk4ipg	379	18	negative	negative	JJ
cord-302553-d0hk4ipg	379	19	sentiment	sentiment	NN
cord-302553-d0hk4ipg	379	20	.	.	.
cord-302553-d0hk4ipg	380	1	To	to	TO
cord-302553-d0hk4ipg	380	2	demonstrate	demonstrate	VB
cord-302553-d0hk4ipg	380	3	the	the	DT
cord-302553-d0hk4ipg	380	4	relationship	relationship	NN
cord-302553-d0hk4ipg	380	5	between	between	IN
cord-302553-d0hk4ipg	380	6	these	these	DT
cord-302553-d0hk4ipg	380	7	195	195	CD
cord-302553-d0hk4ipg	380	8	words	word	NNS
cord-302553-d0hk4ipg	380	9	and	and	CC
cord-302553-d0hk4ipg	380	10	their	-PRON-	PRP$
cord-302553-d0hk4ipg	380	11	similarity	similarity	NN
cord-302553-d0hk4ipg	380	12	,	,	,
cord-302553-d0hk4ipg	380	13	a	a	DT
cord-302553-d0hk4ipg	380	14	Force	Force	NNP
cord-302553-d0hk4ipg	380	15	Directed	Directed	NNP
cord-302553-d0hk4ipg	380	16	Graph	Graph	NNP
cord-302553-d0hk4ipg	380	17	of	of	IN
cord-302553-d0hk4ipg	380	18	Words	Words	NNPS
cord-302553-d0hk4ipg	380	19	'	'	POS
cord-302553-d0hk4ipg	380	20	Similarity	similarity	NN
cord-302553-d0hk4ipg	380	21	is	be	VBZ
cord-302553-d0hk4ipg	380	22	shown	show	VBN
cord-302553-d0hk4ipg	380	23	in	in	IN
cord-302553-d0hk4ipg	380	24	Figure	figure	NN
cord-302553-d0hk4ipg	380	25	11	11	CD
cord-302553-d0hk4ipg	380	26	,	,	,
cord-302553-d0hk4ipg	380	27	where	where	WRB
cord-302553-d0hk4ipg	380	28	a	a	DT
cord-302553-d0hk4ipg	380	29	total	total	NN
cord-302553-d0hk4ipg	380	30	of	of	IN
cord-302553-d0hk4ipg	380	31	195	195	CD
cord-302553-d0hk4ipg	380	32	nodes	node	NNS
cord-302553-d0hk4ipg	380	33	represent	represent	VBP
cord-302553-d0hk4ipg	380	34	the	the	DT
cord-302553-d0hk4ipg	380	35	195	195	CD
cord-302553-d0hk4ipg	380	36	words	word	NNS
cord-302553-d0hk4ipg	380	37	.	.	.
cord-302553-d0hk4ipg	381	1	The	the	DT
cord-302553-d0hk4ipg	381	2	nodes	node	NNS
cord-302553-d0hk4ipg	381	3	are	be	VBP
cord-302553-d0hk4ipg	381	4	divided	divide	VBN
cord-302553-d0hk4ipg	381	5	into	into	IN
cord-302553-d0hk4ipg	381	6	four	four	CD
cord-302553-d0hk4ipg	381	7	categories	category	NNS
cord-302553-d0hk4ipg	381	8	,	,	,
cord-302553-d0hk4ipg	381	9	and	and	CC
cord-302553-d0hk4ipg	381	10	the	the	DT
cord-302553-d0hk4ipg	381	11	edges	edge	NNS
cord-302553-d0hk4ipg	381	12	between	between	IN
cord-302553-d0hk4ipg	381	13	the	the	DT
cord-302553-d0hk4ipg	381	14	nodes	node	NNS
cord-302553-d0hk4ipg	381	15	are	be	VBP
cord-302553-d0hk4ipg	381	16	also	also	RB
cord-302553-d0hk4ipg	381	17	divided	divide	VBN
cord-302553-d0hk4ipg	381	18	into	into	IN
cord-302553-d0hk4ipg	381	19	four	four	CD
cord-302553-d0hk4ipg	381	20	categories	category	NNS
cord-302553-d0hk4ipg	381	21	,	,	,
cord-302553-d0hk4ipg	381	22	the	the	DT
cord-302553-d0hk4ipg	381	23	same	same	JJ
cord-302553-d0hk4ipg	381	24	as	as	IN
cord-302553-d0hk4ipg	381	25	in	in	IN
cord-302553-d0hk4ipg	381	26	the	the	DT
cord-302553-d0hk4ipg	381	27	legend	legend	NN
cord-302553-d0hk4ipg	381	28	in	in	IN
cord-302553-d0hk4ipg	381	29	Figure	Figure	NNP
cord-302553-d0hk4ipg	381	30	10	10	CD
cord-302553-d0hk4ipg	381	31	.	.	.
cord-302553-d0hk4ipg	382	1	The	the	DT
cord-302553-d0hk4ipg	382	2	force	force	NN
cord-302553-d0hk4ipg	382	3	of	of	IN
cord-302553-d0hk4ipg	382	4	the	the	DT
cord-302553-d0hk4ipg	382	5	nodes	node	NNS
cord-302553-d0hk4ipg	382	6	is	be	VBZ
cord-302553-d0hk4ipg	382	7	the	the	DT
cord-302553-d0hk4ipg	382	8	similarity	similarity	NN
cord-302553-d0hk4ipg	382	9	between	between	IN
cord-302553-d0hk4ipg	382	10	the	the	DT
cord-302553-d0hk4ipg	382	11	two	two	CD
cord-302553-d0hk4ipg	382	12	words	word	NNS
cord-302553-d0hk4ipg	382	13	.	.	.
cord-302553-d0hk4ipg	383	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	383	2	can	can	MD
cord-302553-d0hk4ipg	383	3	be	be	VB
cord-302553-d0hk4ipg	383	4	clearly	clearly	RB
cord-302553-d0hk4ipg	383	5	seen	see	VBN
cord-302553-d0hk4ipg	383	6	from	from	IN
cord-302553-d0hk4ipg	383	7	Figure	figure	NN
cord-302553-d0hk4ipg	383	8	11	11	CD
cord-302553-d0hk4ipg	383	9	that	that	IN
cord-302553-d0hk4ipg	383	10	most	most	JJS
cord-302553-d0hk4ipg	383	11	of	of	IN
cord-302553-d0hk4ipg	383	12	the	the	DT
cord-302553-d0hk4ipg	383	13	edges	edge	NNS
cord-302553-d0hk4ipg	383	14	around	around	IN
cord-302553-d0hk4ipg	383	15	recovered	recover	VBN
cord-302553-d0hk4ipg	383	16	nodes	node	NNS
cord-302553-d0hk4ipg	383	17	,	,	,
cord-302553-d0hk4ipg	383	18	such	such	JJ
cord-302553-d0hk4ipg	383	19	as	as	IN
cord-302553-d0hk4ipg	383	20	health	health	NN
cord-302553-d0hk4ipg	383	21	and	and	CC
cord-302553-d0hk4ipg	383	22	fitness	fitness	NN
cord-302553-d0hk4ipg	383	23	,	,	,
cord-302553-d0hk4ipg	383	24	are	be	VBP
cord-302553-d0hk4ipg	383	25	all	all	DT
cord-302553-d0hk4ipg	383	26	positive	positive	JJ
cord-302553-d0hk4ipg	383	27	nodes	node	NNS
cord-302553-d0hk4ipg	383	28	,	,	,
cord-302553-d0hk4ipg	383	29	such	such	JJ
cord-302553-d0hk4ipg	383	30	as	as	IN
cord-302553-d0hk4ipg	383	31	cheerful	cheerful	JJ
cord-302553-d0hk4ipg	383	32	and	and	CC
cord-302553-d0hk4ipg	383	33	happy	happy	JJ
cord-302553-d0hk4ipg	383	34	.	.	.
cord-302553-d0hk4ipg	384	1	Additionally	additionally	RB
cord-302553-d0hk4ipg	384	2	,	,	,
cord-302553-d0hk4ipg	384	3	positive	positive	JJ
cord-302553-d0hk4ipg	384	4	nodes	node	NNS
cord-302553-d0hk4ipg	384	5	,	,	,
cord-302553-d0hk4ipg	384	6	such	such	JJ
cord-302553-d0hk4ipg	384	7	as	as	IN
cord-302553-d0hk4ipg	384	8	active	active	JJ
cord-302553-d0hk4ipg	384	9	,	,	,
cord-302553-d0hk4ipg	384	10	alive	alive	JJ
cord-302553-d0hk4ipg	384	11	and	and	CC
cord-302553-d0hk4ipg	384	12	kicking	kick	VBG
cord-302553-d0hk4ipg	384	13	,	,	,
cord-302553-d0hk4ipg	384	14	are	be	VBP
cord-302553-d0hk4ipg	384	15	connected	connect	VBN
cord-302553-d0hk4ipg	384	16	with	with	IN
cord-302553-d0hk4ipg	384	17	recovered	recover	VBN
cord-302553-d0hk4ipg	384	18	nodes	node	NNS
cord-302553-d0hk4ipg	384	19	,	,	,
cord-302553-d0hk4ipg	384	20	such	such	JJ
cord-302553-d0hk4ipg	384	21	as	as	IN
cord-302553-d0hk4ipg	384	22	get	get	VBP
cord-302553-d0hk4ipg	384	23	well	well	JJ
cord-302553-d0hk4ipg	384	24	and	and	CC
cord-302553-d0hk4ipg	384	25	heal	heal	VB
cord-302553-d0hk4ipg	384	26	.	.	.
cord-302553-d0hk4ipg	385	1	In	in	IN
cord-302553-d0hk4ipg	385	2	addition	addition	NN
cord-302553-d0hk4ipg	385	3	,	,	,
cord-302553-d0hk4ipg	385	4	as	as	IN
cord-302553-d0hk4ipg	385	5	can	can	MD
cord-302553-d0hk4ipg	385	6	be	be	VB
cord-302553-d0hk4ipg	385	7	seen	see	VBN
cord-302553-d0hk4ipg	385	8	from	from	IN
cord-302553-d0hk4ipg	385	9	the	the	DT
cord-302553-d0hk4ipg	385	10	similarity	similarity	NN
cord-302553-d0hk4ipg	385	11	forces	force	NNS
cord-302553-d0hk4ipg	385	12	,	,	,
cord-302553-d0hk4ipg	385	13	these	these	DT
cord-302553-d0hk4ipg	385	14	three	three	CD
cord-302553-d0hk4ipg	385	15	recovered	recover	VBN
cord-302553-d0hk4ipg	385	16	nodes	node	NNS
cord-302553-d0hk4ipg	385	17	-	-	:
cord-302553-d0hk4ipg	385	18	in	in	IN
cord-302553-d0hk4ipg	385	19	good	good	JJ
cord-302553-d0hk4ipg	385	20	health	health	NN
cord-302553-d0hk4ipg	385	21	,	,	,
cord-302553-d0hk4ipg	385	22	healthy	healthy	JJ
cord-302553-d0hk4ipg	385	23	,	,	,
cord-302553-d0hk4ipg	385	24	and	and	CC
cord-302553-d0hk4ipg	385	25	fitness	fitness	NN
cord-302553-d0hk4ipg	385	26	-	-	:
cord-302553-d0hk4ipg	385	27	which	which	WDT
cord-302553-d0hk4ipg	385	28	indicate	indicate	VBP
cord-302553-d0hk4ipg	385	29	a	a	DT
cord-302553-d0hk4ipg	385	30	healthy	healthy	JJ
cord-302553-d0hk4ipg	385	31	status	status	NN
cord-302553-d0hk4ipg	385	32	,	,	,
cord-302553-d0hk4ipg	385	33	are	be	VBP
cord-302553-d0hk4ipg	385	34	connected	connect	VBN
cord-302553-d0hk4ipg	385	35	to	to	IN
cord-302553-d0hk4ipg	385	36	more	more	JJR
cord-302553-d0hk4ipg	385	37	positives	positive	NNS
cord-302553-d0hk4ipg	385	38	nodes	node	NNS
cord-302553-d0hk4ipg	385	39	than	than	IN
cord-302553-d0hk4ipg	385	40	these	these	DT
cord-302553-d0hk4ipg	385	41	words	word	NNS
cord-302553-d0hk4ipg	385	42	are	be	VBP
cord-302553-d0hk4ipg	385	43	,	,	,
cord-302553-d0hk4ipg	385	44	which	which	WDT
cord-302553-d0hk4ipg	385	45	indicates	indicate	VBZ
cord-302553-d0hk4ipg	385	46	that	that	IN
cord-302553-d0hk4ipg	385	47	the	the	DT
cord-302553-d0hk4ipg	385	48	blogger	blogger	NN
cord-302553-d0hk4ipg	385	49	is	be	VBZ
cord-302553-d0hk4ipg	385	50	recovering	recover	VBG
cord-302553-d0hk4ipg	385	51	but	but	CC
cord-302553-d0hk4ipg	385	52	not	not	RB
cord-302553-d0hk4ipg	385	53	yet	yet	RB
cord-302553-d0hk4ipg	385	54	healthy	healthy	JJ
cord-302553-d0hk4ipg	385	55	.	.	.
cord-302553-d0hk4ipg	386	1	This	this	DT
cord-302553-d0hk4ipg	386	2	finding	finding	NN
cord-302553-d0hk4ipg	386	3	shows	show	VBZ
cord-302553-d0hk4ipg	386	4	that	that	IN
cord-302553-d0hk4ipg	386	5	the	the	DT
cord-302553-d0hk4ipg	386	6	healthier	healthy	JJR
cord-302553-d0hk4ipg	386	7	the	the	DT
cord-302553-d0hk4ipg	386	8	bloggers	blogger	NNS
cord-302553-d0hk4ipg	386	9	are	be	VBP
cord-302553-d0hk4ipg	386	10	,	,	,
cord-302553-d0hk4ipg	386	11	the	the	DT
cord-302553-d0hk4ipg	386	12	more	more	RBR
cord-302553-d0hk4ipg	386	13	positive	positive	JJ
cord-302553-d0hk4ipg	386	14	sentiments	sentiment	NNS
cord-302553-d0hk4ipg	386	15	they	-PRON-	PRP
cord-302553-d0hk4ipg	386	16	have	have	VBP
cord-302553-d0hk4ipg	386	17	.	.	.
cord-302553-d0hk4ipg	387	1	Additionally	additionally	RB
cord-302553-d0hk4ipg	387	2	,	,	,
cord-302553-d0hk4ipg	387	3	infectious	infectious	JJ
cord-302553-d0hk4ipg	387	4	nodes	node	NNS
cord-302553-d0hk4ipg	387	5	,	,	,
cord-302553-d0hk4ipg	387	6	such	such	JJ
cord-302553-d0hk4ipg	387	7	as	as	IN
cord-302553-d0hk4ipg	387	8	feel	feel	VB
cord-302553-d0hk4ipg	387	9	bad	bad	JJ
cord-302553-d0hk4ipg	387	10	and	and	CC
cord-302553-d0hk4ipg	387	11	uncomfortable	uncomfortable	JJ
cord-302553-d0hk4ipg	387	12	,	,	,
cord-302553-d0hk4ipg	387	13	are	be	VBP
cord-302553-d0hk4ipg	387	14	mutually	mutually	RB
cord-302553-d0hk4ipg	387	15	connected	connected	JJ
cord-302553-d0hk4ipg	387	16	to	to	IN
cord-302553-d0hk4ipg	387	17	negative	negative	JJ
cord-302553-d0hk4ipg	387	18	nodes	node	NNS
cord-302553-d0hk4ipg	387	19	,	,	,
cord-302553-d0hk4ipg	387	20	such	such	JJ
cord-302553-d0hk4ipg	387	21	To	to	TO
cord-302553-d0hk4ipg	387	22	demonstrate	demonstrate	VB
cord-302553-d0hk4ipg	387	23	the	the	DT
cord-302553-d0hk4ipg	387	24	relationship	relationship	NN
cord-302553-d0hk4ipg	387	25	between	between	IN
cord-302553-d0hk4ipg	387	26	these	these	DT
cord-302553-d0hk4ipg	387	27	195	195	CD
cord-302553-d0hk4ipg	387	28	words	word	NNS
cord-302553-d0hk4ipg	387	29	and	and	CC
cord-302553-d0hk4ipg	387	30	their	-PRON-	PRP$
cord-302553-d0hk4ipg	387	31	similarity	similarity	NN
cord-302553-d0hk4ipg	387	32	,	,	,
cord-302553-d0hk4ipg	387	33	a	a	DT
cord-302553-d0hk4ipg	387	34	Force	Force	NNP
cord-302553-d0hk4ipg	387	35	Directed	Directed	NNP
cord-302553-d0hk4ipg	387	36	Graph	Graph	NNP
cord-302553-d0hk4ipg	387	37	of	of	IN
cord-302553-d0hk4ipg	387	38	Words	Words	NNPS
cord-302553-d0hk4ipg	387	39	'	'	POS
cord-302553-d0hk4ipg	387	40	Similarity	similarity	NN
cord-302553-d0hk4ipg	387	41	is	be	VBZ
cord-302553-d0hk4ipg	387	42	shown	show	VBN
cord-302553-d0hk4ipg	387	43	in	in	IN
cord-302553-d0hk4ipg	387	44	Figure	figure	NN
cord-302553-d0hk4ipg	387	45	11	11	CD
cord-302553-d0hk4ipg	387	46	,	,	,
cord-302553-d0hk4ipg	387	47	where	where	WRB
cord-302553-d0hk4ipg	387	48	a	a	DT
cord-302553-d0hk4ipg	387	49	total	total	NN
cord-302553-d0hk4ipg	387	50	of	of	IN
cord-302553-d0hk4ipg	387	51	195	195	CD
cord-302553-d0hk4ipg	387	52	nodes	node	NNS
cord-302553-d0hk4ipg	387	53	represent	represent	VBP
cord-302553-d0hk4ipg	387	54	the	the	DT
cord-302553-d0hk4ipg	387	55	195	195	CD
cord-302553-d0hk4ipg	387	56	words	word	NNS
cord-302553-d0hk4ipg	387	57	.	.	.
cord-302553-d0hk4ipg	388	1	The	the	DT
cord-302553-d0hk4ipg	388	2	nodes	node	NNS
cord-302553-d0hk4ipg	388	3	are	be	VBP
cord-302553-d0hk4ipg	388	4	divided	divide	VBN
cord-302553-d0hk4ipg	388	5	into	into	IN
cord-302553-d0hk4ipg	388	6	four	four	CD
cord-302553-d0hk4ipg	388	7	categories	category	NNS
cord-302553-d0hk4ipg	388	8	,	,	,
cord-302553-d0hk4ipg	388	9	and	and	CC
cord-302553-d0hk4ipg	388	10	the	the	DT
cord-302553-d0hk4ipg	388	11	edges	edge	NNS
cord-302553-d0hk4ipg	388	12	between	between	IN
cord-302553-d0hk4ipg	388	13	the	the	DT
cord-302553-d0hk4ipg	388	14	nodes	node	NNS
cord-302553-d0hk4ipg	388	15	are	be	VBP
cord-302553-d0hk4ipg	388	16	also	also	RB
cord-302553-d0hk4ipg	388	17	divided	divide	VBN
cord-302553-d0hk4ipg	388	18	into	into	IN
cord-302553-d0hk4ipg	388	19	four	four	CD
cord-302553-d0hk4ipg	388	20	categories	category	NNS
cord-302553-d0hk4ipg	388	21	,	,	,
cord-302553-d0hk4ipg	388	22	the	the	DT
cord-302553-d0hk4ipg	388	23	same	same	JJ
cord-302553-d0hk4ipg	388	24	as	as	IN
cord-302553-d0hk4ipg	388	25	in	in	IN
cord-302553-d0hk4ipg	388	26	the	the	DT
cord-302553-d0hk4ipg	388	27	legend	legend	NN
cord-302553-d0hk4ipg	388	28	in	in	IN
cord-302553-d0hk4ipg	388	29	Figure	Figure	NNP
cord-302553-d0hk4ipg	388	30	10	10	CD
cord-302553-d0hk4ipg	388	31	.	.	.
cord-302553-d0hk4ipg	389	1	The	the	DT
cord-302553-d0hk4ipg	389	2	force	force	NN
cord-302553-d0hk4ipg	389	3	of	of	IN
cord-302553-d0hk4ipg	389	4	the	the	DT
cord-302553-d0hk4ipg	389	5	nodes	node	NNS
cord-302553-d0hk4ipg	389	6	is	be	VBZ
cord-302553-d0hk4ipg	389	7	the	the	DT
cord-302553-d0hk4ipg	389	8	similarity	similarity	NN
cord-302553-d0hk4ipg	389	9	between	between	IN
cord-302553-d0hk4ipg	389	10	the	the	DT
cord-302553-d0hk4ipg	389	11	two	two	CD
cord-302553-d0hk4ipg	389	12	words	word	NNS
cord-302553-d0hk4ipg	389	13	.	.	.
cord-302553-d0hk4ipg	390	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	390	2	can	can	MD
cord-302553-d0hk4ipg	390	3	be	be	VB
cord-302553-d0hk4ipg	390	4	clearly	clearly	RB
cord-302553-d0hk4ipg	390	5	seen	see	VBN
cord-302553-d0hk4ipg	390	6	from	from	IN
cord-302553-d0hk4ipg	390	7	Figure	figure	NN
cord-302553-d0hk4ipg	390	8	11	11	CD
cord-302553-d0hk4ipg	390	9	that	that	IN
cord-302553-d0hk4ipg	390	10	most	most	JJS
cord-302553-d0hk4ipg	390	11	of	of	IN
cord-302553-d0hk4ipg	390	12	the	the	DT
cord-302553-d0hk4ipg	390	13	edges	edge	NNS
cord-302553-d0hk4ipg	390	14	around	around	IN
cord-302553-d0hk4ipg	390	15	recovered	recover	VBN
cord-302553-d0hk4ipg	390	16	nodes	node	NNS
cord-302553-d0hk4ipg	390	17	,	,	,
cord-302553-d0hk4ipg	390	18	such	such	JJ
cord-302553-d0hk4ipg	390	19	as	as	IN
cord-302553-d0hk4ipg	390	20	health	health	NN
cord-302553-d0hk4ipg	390	21	and	and	CC
cord-302553-d0hk4ipg	390	22	fitness	fitness	NN
cord-302553-d0hk4ipg	390	23	,	,	,
cord-302553-d0hk4ipg	390	24	are	be	VBP
cord-302553-d0hk4ipg	390	25	all	all	DT
cord-302553-d0hk4ipg	390	26	positive	positive	JJ
cord-302553-d0hk4ipg	390	27	nodes	node	NNS
cord-302553-d0hk4ipg	390	28	,	,	,
cord-302553-d0hk4ipg	390	29	such	such	JJ
cord-302553-d0hk4ipg	390	30	as	as	IN
cord-302553-d0hk4ipg	390	31	cheerful	cheerful	JJ
cord-302553-d0hk4ipg	390	32	and	and	CC
cord-302553-d0hk4ipg	390	33	happy	happy	JJ
cord-302553-d0hk4ipg	390	34	.	.	.
cord-302553-d0hk4ipg	391	1	Additionally	additionally	RB
cord-302553-d0hk4ipg	391	2	,	,	,
cord-302553-d0hk4ipg	391	3	positive	positive	JJ
cord-302553-d0hk4ipg	391	4	nodes	node	NNS
cord-302553-d0hk4ipg	391	5	,	,	,
cord-302553-d0hk4ipg	391	6	such	such	JJ
cord-302553-d0hk4ipg	391	7	as	as	IN
cord-302553-d0hk4ipg	391	8	active	active	JJ
cord-302553-d0hk4ipg	391	9	,	,	,
cord-302553-d0hk4ipg	391	10	alive	alive	JJ
cord-302553-d0hk4ipg	391	11	and	and	CC
cord-302553-d0hk4ipg	391	12	kicking	kick	VBG
cord-302553-d0hk4ipg	391	13	,	,	,
cord-302553-d0hk4ipg	391	14	are	be	VBP
cord-302553-d0hk4ipg	391	15	connected	connect	VBN
cord-302553-d0hk4ipg	391	16	with	with	IN
cord-302553-d0hk4ipg	391	17	recovered	recover	VBN
cord-302553-d0hk4ipg	391	18	nodes	node	NNS
cord-302553-d0hk4ipg	391	19	,	,	,
cord-302553-d0hk4ipg	391	20	such	such	JJ
cord-302553-d0hk4ipg	391	21	as	as	IN
cord-302553-d0hk4ipg	391	22	get	get	VBP
cord-302553-d0hk4ipg	391	23	well	well	JJ
cord-302553-d0hk4ipg	391	24	and	and	CC
cord-302553-d0hk4ipg	391	25	heal	heal	VB
cord-302553-d0hk4ipg	391	26	.	.	.
cord-302553-d0hk4ipg	392	1	In	in	IN
cord-302553-d0hk4ipg	392	2	addition	addition	NN
cord-302553-d0hk4ipg	392	3	,	,	,
cord-302553-d0hk4ipg	392	4	as	as	IN
cord-302553-d0hk4ipg	392	5	can	can	MD
cord-302553-d0hk4ipg	392	6	be	be	VB
cord-302553-d0hk4ipg	392	7	seen	see	VBN
cord-302553-d0hk4ipg	392	8	from	from	IN
cord-302553-d0hk4ipg	392	9	the	the	DT
cord-302553-d0hk4ipg	392	10	similarity	similarity	NN
cord-302553-d0hk4ipg	392	11	forces	force	NNS
cord-302553-d0hk4ipg	392	12	,	,	,
cord-302553-d0hk4ipg	392	13	these	these	DT
cord-302553-d0hk4ipg	392	14	three	three	CD
cord-302553-d0hk4ipg	392	15	recovered	recover	VBN
cord-302553-d0hk4ipg	392	16	nodes	node	NNS
cord-302553-d0hk4ipg	392	17	-	-	:
cord-302553-d0hk4ipg	392	18	in	in	IN
cord-302553-d0hk4ipg	392	19	good	good	JJ
cord-302553-d0hk4ipg	392	20	health	health	NN
cord-302553-d0hk4ipg	392	21	,	,	,
cord-302553-d0hk4ipg	392	22	healthy	healthy	JJ
cord-302553-d0hk4ipg	392	23	,	,	,
cord-302553-d0hk4ipg	392	24	and	and	CC
cord-302553-d0hk4ipg	392	25	fitness	fitness	NN
cord-302553-d0hk4ipg	392	26	-	-	:
cord-302553-d0hk4ipg	392	27	which	which	WDT
cord-302553-d0hk4ipg	392	28	indicate	indicate	VBP
cord-302553-d0hk4ipg	392	29	a	a	DT
cord-302553-d0hk4ipg	392	30	healthy	healthy	JJ
cord-302553-d0hk4ipg	392	31	status	status	NN
cord-302553-d0hk4ipg	392	32	,	,	,
cord-302553-d0hk4ipg	392	33	are	be	VBP
cord-302553-d0hk4ipg	392	34	connected	connect	VBN
cord-302553-d0hk4ipg	392	35	to	to	IN
cord-302553-d0hk4ipg	392	36	more	more	JJR
cord-302553-d0hk4ipg	392	37	positives	positive	NNS
cord-302553-d0hk4ipg	392	38	nodes	node	NNS
cord-302553-d0hk4ipg	392	39	than	than	IN
cord-302553-d0hk4ipg	392	40	these	these	DT
cord-302553-d0hk4ipg	392	41	words	word	NNS
cord-302553-d0hk4ipg	392	42	are	be	VBP
cord-302553-d0hk4ipg	392	43	,	,	,
cord-302553-d0hk4ipg	392	44	which	which	WDT
cord-302553-d0hk4ipg	392	45	indicates	indicate	VBZ
cord-302553-d0hk4ipg	392	46	that	that	IN
cord-302553-d0hk4ipg	392	47	the	the	DT
cord-302553-d0hk4ipg	392	48	blogger	blogger	NN
cord-302553-d0hk4ipg	392	49	is	be	VBZ
cord-302553-d0hk4ipg	392	50	recovering	recover	VBG
cord-302553-d0hk4ipg	392	51	but	but	CC
cord-302553-d0hk4ipg	392	52	not	not	RB
cord-302553-d0hk4ipg	392	53	yet	yet	RB
cord-302553-d0hk4ipg	392	54	healthy	healthy	JJ
cord-302553-d0hk4ipg	392	55	.	.	.
cord-302553-d0hk4ipg	393	1	This	this	DT
cord-302553-d0hk4ipg	393	2	finding	finding	NN
cord-302553-d0hk4ipg	393	3	shows	show	VBZ
cord-302553-d0hk4ipg	393	4	that	that	IN
cord-302553-d0hk4ipg	393	5	the	the	DT
cord-302553-d0hk4ipg	393	6	healthier	healthy	JJR
cord-302553-d0hk4ipg	393	7	the	the	DT
cord-302553-d0hk4ipg	393	8	bloggers	blogger	NNS
cord-302553-d0hk4ipg	393	9	are	be	VBP
cord-302553-d0hk4ipg	393	10	,	,	,
cord-302553-d0hk4ipg	393	11	the	the	DT
cord-302553-d0hk4ipg	393	12	more	more	RBR
cord-302553-d0hk4ipg	393	13	positive	positive	JJ
cord-302553-d0hk4ipg	393	14	sentiments	sentiment	NNS
cord-302553-d0hk4ipg	393	15	they	-PRON-	PRP
cord-302553-d0hk4ipg	393	16	have	have	VBP
cord-302553-d0hk4ipg	393	17	.	.	.
cord-302553-d0hk4ipg	394	1	Additionally	additionally	RB
cord-302553-d0hk4ipg	394	2	,	,	,
cord-302553-d0hk4ipg	394	3	infectious	infectious	JJ
cord-302553-d0hk4ipg	394	4	nodes	node	NNS
cord-302553-d0hk4ipg	394	5	,	,	,
cord-302553-d0hk4ipg	394	6	such	such	JJ
cord-302553-d0hk4ipg	394	7	as	as	IN
cord-302553-d0hk4ipg	394	8	feel	feel	VB
cord-302553-d0hk4ipg	394	9	bad	bad	JJ
cord-302553-d0hk4ipg	394	10	and	and	CC
cord-302553-d0hk4ipg	394	11	uncomfortable	uncomfortable	JJ
cord-302553-d0hk4ipg	394	12	,	,	,
cord-302553-d0hk4ipg	394	13	are	be	VBP
cord-302553-d0hk4ipg	394	14	mutually	mutually	RB
cord-302553-d0hk4ipg	394	15	connected	connected	JJ
cord-302553-d0hk4ipg	394	16	to	to	IN
cord-302553-d0hk4ipg	394	17	negative	negative	JJ
cord-302553-d0hk4ipg	394	18	nodes	node	NNS
cord-302553-d0hk4ipg	394	19	,	,	,
cord-302553-d0hk4ipg	394	20	such	such	JJ
cord-302553-d0hk4ipg	394	21	as	as	IN
cord-302553-d0hk4ipg	394	22	bad	bad	JJ
cord-302553-d0hk4ipg	394	23	mood	mood	NN
cord-302553-d0hk4ipg	394	24	and	and	CC
cord-302553-d0hk4ipg	394	25	anxious	anxious	JJ
cord-302553-d0hk4ipg	394	26	.	.	.
cord-302553-d0hk4ipg	395	1	Among	among	IN
cord-302553-d0hk4ipg	395	2	the	the	DT
cord-302553-d0hk4ipg	395	3	infectious	infectious	JJ
cord-302553-d0hk4ipg	395	4	nodes	node	NNS
cord-302553-d0hk4ipg	395	5	,	,	,
cord-302553-d0hk4ipg	395	6	from	from	IN
cord-302553-d0hk4ipg	395	7	uncomfortable	uncomfortable	JJ
cord-302553-d0hk4ipg	395	8	to	to	IN
cord-302553-d0hk4ipg	395	9	not	not	RB
cord-302553-d0hk4ipg	395	10	good	good	JJ
cord-302553-d0hk4ipg	395	11	to	to	TO
cord-302553-d0hk4ipg	395	12	feel	feel	VB
cord-302553-d0hk4ipg	395	13	bad	bad	JJ
cord-302553-d0hk4ipg	395	14	,	,	,
cord-302553-d0hk4ipg	395	15	the	the	DT
cord-302553-d0hk4ipg	395	16	more	more	RBR
cord-302553-d0hk4ipg	395	17	serious	serious	JJ
cord-302553-d0hk4ipg	395	18	the	the	DT
cord-302553-d0hk4ipg	395	19	disease	disease	NN
cord-302553-d0hk4ipg	395	20	is	be	VBZ
cord-302553-d0hk4ipg	395	21	,	,	,
cord-302553-d0hk4ipg	395	22	the	the	DT
cord-302553-d0hk4ipg	395	23	more	more	RBR
cord-302553-d0hk4ipg	395	24	the	the	DT
cord-302553-d0hk4ipg	395	25	negative	negative	JJ
cord-302553-d0hk4ipg	395	26	nodes	node	NNS
cord-302553-d0hk4ipg	395	27	are	be	VBP
cord-302553-d0hk4ipg	395	28	connected	connect	VBN
cord-302553-d0hk4ipg	395	29	.	.	.
cord-302553-d0hk4ipg	396	1	as	as	IN
cord-302553-d0hk4ipg	396	2	bad	bad	JJ
cord-302553-d0hk4ipg	396	3	mood	mood	NN
cord-302553-d0hk4ipg	396	4	and	and	CC
cord-302553-d0hk4ipg	396	5	anxious	anxious	JJ
cord-302553-d0hk4ipg	396	6	.	.	.
cord-302553-d0hk4ipg	397	1	Among	among	IN
cord-302553-d0hk4ipg	397	2	the	the	DT
cord-302553-d0hk4ipg	397	3	infectious	infectious	JJ
cord-302553-d0hk4ipg	397	4	nodes	node	NNS
cord-302553-d0hk4ipg	397	5	,	,	,
cord-302553-d0hk4ipg	397	6	from	from	IN
cord-302553-d0hk4ipg	397	7	uncomfortable	uncomfortable	JJ
cord-302553-d0hk4ipg	397	8	to	to	IN
cord-302553-d0hk4ipg	397	9	not	not	RB
cord-302553-d0hk4ipg	397	10	good	good	JJ
cord-302553-d0hk4ipg	397	11	to	to	TO
cord-302553-d0hk4ipg	397	12	feel	feel	VB
cord-302553-d0hk4ipg	397	13	bad	bad	JJ
cord-302553-d0hk4ipg	397	14	,	,	,
cord-302553-d0hk4ipg	397	15	the	the	DT
cord-302553-d0hk4ipg	397	16	more	more	RBR
cord-302553-d0hk4ipg	397	17	serious	serious	JJ
cord-302553-d0hk4ipg	397	18	the	the	DT
cord-302553-d0hk4ipg	397	19	disease	disease	NN
cord-302553-d0hk4ipg	397	20	is	be	VBZ
cord-302553-d0hk4ipg	397	21	,	,	,
cord-302553-d0hk4ipg	397	22	the	the	DT
cord-302553-d0hk4ipg	397	23	more	more	RBR
cord-302553-d0hk4ipg	397	24	the	the	DT
cord-302553-d0hk4ipg	397	25	negative	negative	JJ
cord-302553-d0hk4ipg	397	26	nodes	node	NNS
cord-302553-d0hk4ipg	397	27	are	be	VBP
cord-302553-d0hk4ipg	397	28	connected	connect	VBN
cord-302553-d0hk4ipg	397	29	.	.	.
cord-302553-d0hk4ipg	398	1	To	to	TO
cord-302553-d0hk4ipg	398	2	locate	locate	VB
cord-302553-d0hk4ipg	398	3	the	the	DT
cord-302553-d0hk4ipg	398	4	word	word	NN
cord-302553-d0hk4ipg	398	5	of	of	IN
cord-302553-d0hk4ipg	398	6	each	each	DT
cord-302553-d0hk4ipg	398	7	point	point	NN
cord-302553-d0hk4ipg	398	8	clearly	clearly	RB
cord-302553-d0hk4ipg	398	9	,	,	,
cord-302553-d0hk4ipg	398	10	the	the	DT
cord-302553-d0hk4ipg	398	11	scatter	scatter	NN
cord-302553-d0hk4ipg	398	12	of	of	IN
cord-302553-d0hk4ipg	398	13	the	the	DT
cord-302553-d0hk4ipg	398	14	points	point	NNS
cord-302553-d0hk4ipg	398	15	for	for	IN
cord-302553-d0hk4ipg	398	16	the	the	DT
cord-302553-d0hk4ipg	398	17	positive	positive	JJ
cord-302553-d0hk4ipg	398	18	sentiment	sentiment	NN
cord-302553-d0hk4ipg	398	19	and	and	CC
cord-302553-d0hk4ipg	398	20	recovered	recovered	JJ
cord-302553-d0hk4ipg	398	21	period	period	NN
cord-302553-d0hk4ipg	398	22	is	be	VBZ
cord-302553-d0hk4ipg	398	23	plotted	plot	VBN
cord-302553-d0hk4ipg	398	24	in	in	IN
cord-302553-d0hk4ipg	398	25	Figure	Figure	NNP
cord-302553-d0hk4ipg	398	26	12	12	CD
cord-302553-d0hk4ipg	398	27	.	.	.
cord-302553-d0hk4ipg	399	1	The	the	DT
cord-302553-d0hk4ipg	399	2	scatter	scatter	NN
cord-302553-d0hk4ipg	399	3	of	of	IN
cord-302553-d0hk4ipg	399	4	the	the	DT
cord-302553-d0hk4ipg	399	5	points	point	NNS
cord-302553-d0hk4ipg	399	6	for	for	IN
cord-302553-d0hk4ipg	399	7	the	the	DT
cord-302553-d0hk4ipg	399	8	negative	negative	JJ
cord-302553-d0hk4ipg	399	9	sentiment	sentiment	NN
cord-302553-d0hk4ipg	399	10	and	and	CC
cord-302553-d0hk4ipg	399	11	infectious	infectious	JJ
cord-302553-d0hk4ipg	399	12	period	period	NN
cord-302553-d0hk4ipg	399	13	is	be	VBZ
cord-302553-d0hk4ipg	399	14	shown	show	VBN
cord-302553-d0hk4ipg	399	15	in	in	IN
cord-302553-d0hk4ipg	399	16	Figure	Figure	NNP
cord-302553-d0hk4ipg	399	17	13	13	CD
cord-302553-d0hk4ipg	399	18	.	.	.
cord-302553-d0hk4ipg	400	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	400	2	can	can	MD
cord-302553-d0hk4ipg	400	3	be	be	VB
cord-302553-d0hk4ipg	400	4	seen	see	VBN
cord-302553-d0hk4ipg	400	5	from	from	IN
cord-302553-d0hk4ipg	400	6	Figure	figure	NN
cord-302553-d0hk4ipg	400	7	12	12	CD
cord-302553-d0hk4ipg	400	8	and	and	CC
cord-302553-d0hk4ipg	400	9	Figure	figure	NN
cord-302553-d0hk4ipg	400	10	13	13	CD
cord-302553-d0hk4ipg	400	11	that	that	WDT
cord-302553-d0hk4ipg	400	12	semantically	semantically	RB
cord-302553-d0hk4ipg	400	13	related	relate	VBN
cord-302553-d0hk4ipg	400	14	words	word	NNS
cord-302553-d0hk4ipg	400	15	and	and	CC
cord-302553-d0hk4ipg	400	16	words	word	NNS
cord-302553-d0hk4ipg	400	17	with	with	IN
cord-302553-d0hk4ipg	400	18	similar	similar	JJ
cord-302553-d0hk4ipg	400	19	meanings	meaning	NNS
cord-302553-d0hk4ipg	400	20	are	be	VBP
cord-302553-d0hk4ipg	400	21	close	close	JJ
cord-302553-d0hk4ipg	400	22	to	to	IN
cord-302553-d0hk4ipg	400	23	each	each	DT
cord-302553-d0hk4ipg	400	24	other	other	JJ
cord-302553-d0hk4ipg	400	25	.	.	.
cord-302553-d0hk4ipg	401	1	Since	since	IN
cord-302553-d0hk4ipg	401	2	the	the	DT
cord-302553-d0hk4ipg	401	3	number	number	NN
cord-302553-d0hk4ipg	401	4	of	of	IN
cord-302553-d0hk4ipg	401	5	words	word	NNS
cord-302553-d0hk4ipg	401	6	that	that	WDT
cord-302553-d0hk4ipg	401	7	describe	describe	VBP
cord-302553-d0hk4ipg	401	8	the	the	DT
cord-302553-d0hk4ipg	401	9	recovered	recovered	JJ
cord-302553-d0hk4ipg	401	10	period	period	NN
cord-302553-d0hk4ipg	401	11	is	be	VBZ
cord-302553-d0hk4ipg	401	12	significantly	significantly	RB
cord-302553-d0hk4ipg	401	13	lower	low	JJR
cord-302553-d0hk4ipg	401	14	than	than	IN
cord-302553-d0hk4ipg	401	15	the	the	DT
cord-302553-d0hk4ipg	401	16	number	number	NN
cord-302553-d0hk4ipg	401	17	that	that	WDT
cord-302553-d0hk4ipg	401	18	describe	describe	VBP
cord-302553-d0hk4ipg	401	19	the	the	DT
cord-302553-d0hk4ipg	401	20	infectious	infectious	JJ
cord-302553-d0hk4ipg	401	21	period	period	NN
cord-302553-d0hk4ipg	401	22	and	and	CC
cord-302553-d0hk4ipg	401	23	the	the	DT
cord-302553-d0hk4ipg	401	24	meanings	meaning	NNS
cord-302553-d0hk4ipg	401	25	of	of	IN
cord-302553-d0hk4ipg	401	26	the	the	DT
cord-302553-d0hk4ipg	401	27	words	word	NNS
cord-302553-d0hk4ipg	401	28	that	that	WDT
cord-302553-d0hk4ipg	401	29	describe	describe	VBP
cord-302553-d0hk4ipg	401	30	the	the	DT
cord-302553-d0hk4ipg	401	31	recovered	recovered	JJ
cord-302553-d0hk4ipg	401	32	period	period	NN
cord-302553-d0hk4ipg	401	33	are	be	VBP
cord-302553-d0hk4ipg	401	34	mostly	mostly	RB
cord-302553-d0hk4ipg	401	35	similar	similar	JJ
cord-302553-d0hk4ipg	401	36	,	,	,
cord-302553-d0hk4ipg	401	37	it	-PRON-	PRP
cord-302553-d0hk4ipg	401	38	can	can	MD
cord-302553-d0hk4ipg	401	39	be	be	VB
cord-302553-d0hk4ipg	401	40	determined	determine	VBN
cord-302553-d0hk4ipg	401	41	that	that	IN
cord-302553-d0hk4ipg	401	42	the	the	DT
cord-302553-d0hk4ipg	401	43	words	word	NNS
cord-302553-d0hk4ipg	401	44	of	of	IN
cord-302553-d0hk4ipg	401	45	the	the	DT
cord-302553-d0hk4ipg	401	46	recovered	recovered	JJ
cord-302553-d0hk4ipg	401	47	period	period	NN
cord-302553-d0hk4ipg	401	48	and	and	CC
cord-302553-d0hk4ipg	401	49	positive	positive	JJ
cord-302553-d0hk4ipg	401	50	sentiment	sentiment	NN
cord-302553-d0hk4ipg	401	51	are	be	VBP
cord-302553-d0hk4ipg	401	52	clustered	cluster	VBN
cord-302553-d0hk4ipg	401	53	in	in	IN
cord-302553-d0hk4ipg	401	54	the	the	DT
cord-302553-d0hk4ipg	401	55	second	second	JJ
cord-302553-d0hk4ipg	401	56	and	and	CC
cord-302553-d0hk4ipg	401	57	third	third	JJ
cord-302553-d0hk4ipg	401	58	quadrants	quadrant	NNS
cord-302553-d0hk4ipg	401	59	,	,	,
cord-302553-d0hk4ipg	401	60	as	as	IN
cord-302553-d0hk4ipg	401	61	shown	show	VBN
cord-302553-d0hk4ipg	401	62	in	in	IN
cord-302553-d0hk4ipg	401	63	Figure	Figure	NNP
cord-302553-d0hk4ipg	401	64	12	12	CD
cord-302553-d0hk4ipg	401	65	.	.	.
cord-302553-d0hk4ipg	402	1	The	the	DT
cord-302553-d0hk4ipg	402	2	distribution	distribution	NN
cord-302553-d0hk4ipg	402	3	of	of	IN
cord-302553-d0hk4ipg	402	4	the	the	DT
cord-302553-d0hk4ipg	402	5	words	word	NNS
cord-302553-d0hk4ipg	402	6	that	that	WDT
cord-302553-d0hk4ipg	402	7	represent	represent	VBP
cord-302553-d0hk4ipg	402	8	the	the	DT
cord-302553-d0hk4ipg	402	9	infectious	infectious	JJ
cord-302553-d0hk4ipg	402	10	period	period	NN
cord-302553-d0hk4ipg	402	11	and	and	CC
cord-302553-d0hk4ipg	402	12	negative	negative	JJ
cord-302553-d0hk4ipg	402	13	sentiment	sentiment	NN
cord-302553-d0hk4ipg	402	14	appear	appear	VBP
cord-302553-d0hk4ipg	402	15	to	to	TO
cord-302553-d0hk4ipg	402	16	be	be	VB
cord-302553-d0hk4ipg	402	17	more	more	RBR
cord-302553-d0hk4ipg	402	18	scattered	scatter	VBN
cord-302553-d0hk4ipg	402	19	in	in	IN
cord-302553-d0hk4ipg	402	20	Figure	Figure	NNP
cord-302553-d0hk4ipg	402	21	13	13	CD
cord-302553-d0hk4ipg	402	22	,	,	,
cord-302553-d0hk4ipg	402	23	which	which	WDT
cord-302553-d0hk4ipg	402	24	denotes	denote	VBZ
cord-302553-d0hk4ipg	402	25	that	that	IN
cord-302553-d0hk4ipg	402	26	these	these	DT
cord-302553-d0hk4ipg	402	27	two	two	CD
cord-302553-d0hk4ipg	402	28	classes	class	NNS
cord-302553-d0hk4ipg	402	29	are	be	VBP
cord-302553-d0hk4ipg	402	30	more	more	RBR
cord-302553-d0hk4ipg	402	31	relevant	relevant	JJ
cord-302553-d0hk4ipg	402	32	.	.	.
cord-302553-d0hk4ipg	403	1	To	to	TO
cord-302553-d0hk4ipg	403	2	locate	locate	VB
cord-302553-d0hk4ipg	403	3	the	the	DT
cord-302553-d0hk4ipg	403	4	word	word	NN
cord-302553-d0hk4ipg	403	5	of	of	IN
cord-302553-d0hk4ipg	403	6	each	each	DT
cord-302553-d0hk4ipg	403	7	point	point	NN
cord-302553-d0hk4ipg	403	8	clearly	clearly	RB
cord-302553-d0hk4ipg	403	9	,	,	,
cord-302553-d0hk4ipg	403	10	the	the	DT
cord-302553-d0hk4ipg	403	11	scatter	scatter	NN
cord-302553-d0hk4ipg	403	12	of	of	IN
cord-302553-d0hk4ipg	403	13	the	the	DT
cord-302553-d0hk4ipg	403	14	points	point	NNS
cord-302553-d0hk4ipg	403	15	for	for	IN
cord-302553-d0hk4ipg	403	16	the	the	DT
cord-302553-d0hk4ipg	403	17	positive	positive	JJ
cord-302553-d0hk4ipg	403	18	sentiment	sentiment	NN
cord-302553-d0hk4ipg	403	19	and	and	CC
cord-302553-d0hk4ipg	403	20	recovered	recovered	JJ
cord-302553-d0hk4ipg	403	21	period	period	NN
cord-302553-d0hk4ipg	403	22	is	be	VBZ
cord-302553-d0hk4ipg	403	23	plotted	plot	VBN
cord-302553-d0hk4ipg	403	24	in	in	IN
cord-302553-d0hk4ipg	403	25	Figure	Figure	NNP
cord-302553-d0hk4ipg	403	26	12	12	CD
cord-302553-d0hk4ipg	403	27	.	.	.
cord-302553-d0hk4ipg	404	1	The	the	DT
cord-302553-d0hk4ipg	404	2	scatter	scatter	NN
cord-302553-d0hk4ipg	404	3	of	of	IN
cord-302553-d0hk4ipg	404	4	the	the	DT
cord-302553-d0hk4ipg	404	5	points	point	NNS
cord-302553-d0hk4ipg	404	6	for	for	IN
cord-302553-d0hk4ipg	404	7	the	the	DT
cord-302553-d0hk4ipg	404	8	negative	negative	JJ
cord-302553-d0hk4ipg	404	9	sentiment	sentiment	NN
cord-302553-d0hk4ipg	404	10	and	and	CC
cord-302553-d0hk4ipg	404	11	infectious	infectious	JJ
cord-302553-d0hk4ipg	404	12	period	period	NN
cord-302553-d0hk4ipg	404	13	is	be	VBZ
cord-302553-d0hk4ipg	404	14	shown	show	VBN
cord-302553-d0hk4ipg	404	15	in	in	IN
cord-302553-d0hk4ipg	404	16	Figure	Figure	NNP
cord-302553-d0hk4ipg	404	17	13	13	CD
cord-302553-d0hk4ipg	404	18	.	.	.
cord-302553-d0hk4ipg	405	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	405	2	can	can	MD
cord-302553-d0hk4ipg	405	3	be	be	VB
cord-302553-d0hk4ipg	405	4	seen	see	VBN
cord-302553-d0hk4ipg	405	5	from	from	IN
cord-302553-d0hk4ipg	405	6	Figures	figure	NNS
cord-302553-d0hk4ipg	405	7	12	12	CD
cord-302553-d0hk4ipg	405	8	and	and	CC
cord-302553-d0hk4ipg	405	9	13	13	CD
cord-302553-d0hk4ipg	405	10	that	that	WDT
cord-302553-d0hk4ipg	405	11	semantically	semantically	RB
cord-302553-d0hk4ipg	405	12	related	relate	VBN
cord-302553-d0hk4ipg	405	13	words	word	NNS
cord-302553-d0hk4ipg	405	14	and	and	CC
cord-302553-d0hk4ipg	405	15	words	word	NNS
cord-302553-d0hk4ipg	405	16	with	with	IN
cord-302553-d0hk4ipg	405	17	similar	similar	JJ
cord-302553-d0hk4ipg	405	18	meanings	meaning	NNS
cord-302553-d0hk4ipg	405	19	are	be	VBP
cord-302553-d0hk4ipg	405	20	close	close	JJ
cord-302553-d0hk4ipg	405	21	to	to	IN
cord-302553-d0hk4ipg	405	22	each	each	DT
cord-302553-d0hk4ipg	405	23	other	other	JJ
cord-302553-d0hk4ipg	405	24	.	.	.
cord-302553-d0hk4ipg	406	1	Since	since	IN
cord-302553-d0hk4ipg	406	2	the	the	DT
cord-302553-d0hk4ipg	406	3	number	number	NN
cord-302553-d0hk4ipg	406	4	of	of	IN
cord-302553-d0hk4ipg	406	5	words	word	NNS
cord-302553-d0hk4ipg	406	6	that	that	WDT
cord-302553-d0hk4ipg	406	7	describe	describe	VBP
cord-302553-d0hk4ipg	406	8	the	the	DT
cord-302553-d0hk4ipg	406	9	recovered	recovered	JJ
cord-302553-d0hk4ipg	406	10	period	period	NN
cord-302553-d0hk4ipg	406	11	is	be	VBZ
cord-302553-d0hk4ipg	406	12	significantly	significantly	RB
cord-302553-d0hk4ipg	406	13	lower	low	JJR
cord-302553-d0hk4ipg	406	14	than	than	IN
cord-302553-d0hk4ipg	406	15	the	the	DT
cord-302553-d0hk4ipg	406	16	number	number	NN
cord-302553-d0hk4ipg	406	17	that	that	WDT
cord-302553-d0hk4ipg	406	18	describe	describe	VBP
cord-302553-d0hk4ipg	406	19	the	the	DT
cord-302553-d0hk4ipg	406	20	infectious	infectious	JJ
cord-302553-d0hk4ipg	406	21	period	period	NN
cord-302553-d0hk4ipg	406	22	and	and	CC
cord-302553-d0hk4ipg	406	23	the	the	DT
cord-302553-d0hk4ipg	406	24	meanings	meaning	NNS
cord-302553-d0hk4ipg	406	25	of	of	IN
cord-302553-d0hk4ipg	406	26	the	the	DT
cord-302553-d0hk4ipg	406	27	words	word	NNS
cord-302553-d0hk4ipg	406	28	that	that	WDT
cord-302553-d0hk4ipg	406	29	describe	describe	VBP
cord-302553-d0hk4ipg	406	30	the	the	DT
cord-302553-d0hk4ipg	406	31	recovered	recovered	JJ
cord-302553-d0hk4ipg	406	32	period	period	NN
cord-302553-d0hk4ipg	406	33	are	be	VBP
cord-302553-d0hk4ipg	406	34	mostly	mostly	RB
cord-302553-d0hk4ipg	406	35	similar	similar	JJ
cord-302553-d0hk4ipg	406	36	,	,	,
cord-302553-d0hk4ipg	406	37	it	-PRON-	PRP
cord-302553-d0hk4ipg	406	38	can	can	MD
cord-302553-d0hk4ipg	406	39	be	be	VB
cord-302553-d0hk4ipg	406	40	determined	determine	VBN
cord-302553-d0hk4ipg	406	41	that	that	IN
cord-302553-d0hk4ipg	406	42	the	the	DT
cord-302553-d0hk4ipg	406	43	words	word	NNS
cord-302553-d0hk4ipg	406	44	of	of	IN
cord-302553-d0hk4ipg	406	45	the	the	DT
cord-302553-d0hk4ipg	406	46	recovered	recovered	JJ
cord-302553-d0hk4ipg	406	47	period	period	NN
cord-302553-d0hk4ipg	406	48	and	and	CC
cord-302553-d0hk4ipg	406	49	positive	positive	JJ
cord-302553-d0hk4ipg	406	50	sentiment	sentiment	NN
cord-302553-d0hk4ipg	406	51	are	be	VBP
cord-302553-d0hk4ipg	406	52	clustered	cluster	VBN
cord-302553-d0hk4ipg	406	53	in	in	IN
cord-302553-d0hk4ipg	406	54	the	the	DT
cord-302553-d0hk4ipg	406	55	second	second	JJ
cord-302553-d0hk4ipg	406	56	and	and	CC
cord-302553-d0hk4ipg	406	57	third	third	JJ
cord-302553-d0hk4ipg	406	58	quadrants	quadrant	NNS
cord-302553-d0hk4ipg	406	59	,	,	,
cord-302553-d0hk4ipg	406	60	as	as	IN
cord-302553-d0hk4ipg	406	61	shown	show	VBN
cord-302553-d0hk4ipg	406	62	in	in	IN
cord-302553-d0hk4ipg	406	63	Figure	Figure	NNP
cord-302553-d0hk4ipg	406	64	12	12	CD
cord-302553-d0hk4ipg	406	65	.	.	.
cord-302553-d0hk4ipg	407	1	The	the	DT
cord-302553-d0hk4ipg	407	2	distribution	distribution	NN
cord-302553-d0hk4ipg	407	3	of	of	IN
cord-302553-d0hk4ipg	407	4	the	the	DT
cord-302553-d0hk4ipg	407	5	words	word	NNS
cord-302553-d0hk4ipg	407	6	that	that	WDT
cord-302553-d0hk4ipg	407	7	represent	represent	VBP
cord-302553-d0hk4ipg	407	8	the	the	DT
cord-302553-d0hk4ipg	407	9	infectious	infectious	JJ
cord-302553-d0hk4ipg	407	10	period	period	NN
cord-302553-d0hk4ipg	407	11	and	and	CC
cord-302553-d0hk4ipg	407	12	negative	negative	JJ
cord-302553-d0hk4ipg	407	13	sentiment	sentiment	NN
cord-302553-d0hk4ipg	407	14	appear	appear	VBP
cord-302553-d0hk4ipg	407	15	to	to	TO
cord-302553-d0hk4ipg	407	16	be	be	VB
cord-302553-d0hk4ipg	407	17	more	more	RBR
cord-302553-d0hk4ipg	407	18	scattered	scatter	VBN
cord-302553-d0hk4ipg	407	19	in	in	IN
cord-302553-d0hk4ipg	407	20	Figure	Figure	NNP
cord-302553-d0hk4ipg	407	21	13	13	CD
cord-302553-d0hk4ipg	407	22	,	,	,
cord-302553-d0hk4ipg	407	23	which	which	WDT
cord-302553-d0hk4ipg	407	24	denotes	denote	VBZ
cord-302553-d0hk4ipg	407	25	that	that	IN
cord-302553-d0hk4ipg	407	26	these	these	DT
cord-302553-d0hk4ipg	407	27	two	two	CD
cord-302553-d0hk4ipg	407	28	classes	class	NNS
cord-302553-d0hk4ipg	407	29	are	be	VBP
cord-302553-d0hk4ipg	407	30	more	more	RBR
cord-302553-d0hk4ipg	407	31	relevant	relevant	JJ
cord-302553-d0hk4ipg	407	32	.	.	.
cord-302553-d0hk4ipg	408	1	To	to	TO
cord-302553-d0hk4ipg	408	2	measure	measure	VB
cord-302553-d0hk4ipg	408	3	the	the	DT
cord-302553-d0hk4ipg	408	4	interclass	interclass	NN
cord-302553-d0hk4ipg	408	5	distance	distance	NN
cord-302553-d0hk4ipg	408	6	of	of	IN
cord-302553-d0hk4ipg	408	7	these	these	DT
cord-302553-d0hk4ipg	408	8	four	four	CD
cord-302553-d0hk4ipg	408	9	categories	category	NNS
cord-302553-d0hk4ipg	408	10	in	in	IN
cord-302553-d0hk4ipg	408	11	the	the	DT
cord-302553-d0hk4ipg	408	12	scatter	scatter	NN
cord-302553-d0hk4ipg	408	13	,	,	,
cord-302553-d0hk4ipg	408	14	this	this	DT
cord-302553-d0hk4ipg	408	15	paper	paper	NN
cord-302553-d0hk4ipg	408	16	adopts	adopt	VBZ
cord-302553-d0hk4ipg	408	17	two	two	CD
cord-302553-d0hk4ipg	408	18	sample	sample	NN
cord-302553-d0hk4ipg	408	19	class	class	NN
cord-302553-d0hk4ipg	408	20	distances	distance	NNS
cord-302553-d0hk4ipg	408	21	to	to	TO
cord-302553-d0hk4ipg	408	22	compare	compare	VB
cord-302553-d0hk4ipg	408	23	the	the	DT
cord-302553-d0hk4ipg	408	24	relationship	relationship	NN
cord-302553-d0hk4ipg	408	25	between	between	IN
cord-302553-d0hk4ipg	408	26	the	the	DT
cord-302553-d0hk4ipg	408	27	sentiment	sentiment	NN
cord-302553-d0hk4ipg	408	28	polarity	polarity	NN
cord-302553-d0hk4ipg	408	29	and	and	CC
cord-302553-d0hk4ipg	408	30	the	the	DT
cord-302553-d0hk4ipg	408	31	flu	flu	NN
cord-302553-d0hk4ipg	408	32	period	period	NN
cord-302553-d0hk4ipg	408	33	.	.	.
cord-302553-d0hk4ipg	409	1	The	the	DT
cord-302553-d0hk4ipg	409	2	first	first	JJ
cord-302553-d0hk4ipg	409	3	distance	distance	NN
cord-302553-d0hk4ipg	409	4	is	be	VBZ
cord-302553-d0hk4ipg	409	5	a	a	DT
cord-302553-d0hk4ipg	409	6	centroid	centroid	NN
cord-302553-d0hk4ipg	409	7	cluster	cluster	NN
cord-302553-d0hk4ipg	409	8	,	,	,
cord-302553-d0hk4ipg	409	9	which	which	WDT
cord-302553-d0hk4ipg	409	10	measures	measure	VBZ
cord-302553-d0hk4ipg	409	11	the	the	DT
cord-302553-d0hk4ipg	409	12	interclass	interclass	NN
cord-302553-d0hk4ipg	409	13	distance	distance	NN
cord-302553-d0hk4ipg	409	14	by	by	IN
cord-302553-d0hk4ipg	409	15	the	the	DT
cord-302553-d0hk4ipg	409	16	distance	distance	NN
cord-302553-d0hk4ipg	409	17	between	between	IN
cord-302553-d0hk4ipg	409	18	the	the	DT
cord-302553-d0hk4ipg	409	19	two	two	CD
cord-302553-d0hk4ipg	409	20	variables	variable	NNS
cord-302553-d0hk4ipg	409	21	'	'	POS
cord-302553-d0hk4ipg	409	22	mean	mean	JJ
cord-302553-d0hk4ipg	409	23	value	value	NN
cord-302553-d0hk4ipg	409	24	.	.	.
cord-302553-d0hk4ipg	410	1	The	the	DT
cord-302553-d0hk4ipg	410	2	coordinates	coordinate	NNS
cord-302553-d0hk4ipg	410	3	of	of	IN
cord-302553-d0hk4ipg	410	4	each	each	DT
cord-302553-d0hk4ipg	410	5	class	class	NN
cord-302553-d0hk4ipg	410	6	's	's	POS
cord-302553-d0hk4ipg	410	7	center	center	NN
cord-302553-d0hk4ipg	410	8	gravity	gravity	NN
cord-302553-d0hk4ipg	410	9	are	be	VBP
cord-302553-d0hk4ipg	410	10	presented	present	VBN
cord-302553-d0hk4ipg	410	11	in	in	IN
cord-302553-d0hk4ipg	410	12	Table	Table	NNP
cord-302553-d0hk4ipg	410	13	3	3	CD
cord-302553-d0hk4ipg	410	14	.	.	.
cord-302553-d0hk4ipg	411	1	The	the	DT
cord-302553-d0hk4ipg	411	2	scatter	scatter	NN
cord-302553-d0hk4ipg	411	3	of	of	IN
cord-302553-d0hk4ipg	411	4	the	the	DT
cord-302553-d0hk4ipg	411	5	class	class	NN
cord-302553-d0hk4ipg	411	6	center	center	NN
cord-302553-d0hk4ipg	411	7	gravity	gravity	NN
cord-302553-d0hk4ipg	411	8	is	be	VBZ
cord-302553-d0hk4ipg	411	9	plotted	plot	VBN
cord-302553-d0hk4ipg	411	10	through	through	IN
cord-302553-d0hk4ipg	411	11	the	the	DT
cord-302553-d0hk4ipg	411	12	two	two	CD
cord-302553-d0hk4ipg	411	13	-	-	HYPH
cord-302553-d0hk4ipg	411	14	dimensional	dimensional	JJ
cord-302553-d0hk4ipg	411	15	coordinates	coordinate	NNS
cord-302553-d0hk4ipg	411	16	of	of	IN
cord-302553-d0hk4ipg	411	17	the	the	DT
cord-302553-d0hk4ipg	411	18	four	four	CD
cord-302553-d0hk4ipg	411	19	categories	category	NNS
cord-302553-d0hk4ipg	411	20	shown	show	VBN
cord-302553-d0hk4ipg	411	21	in	in	IN
cord-302553-d0hk4ipg	411	22	Figure	Figure	NNP
cord-302553-d0hk4ipg	411	23	14	14	CD
cord-302553-d0hk4ipg	411	24	.	.	.
cord-302553-d0hk4ipg	412	1	Figure	figure	NN
cord-302553-d0hk4ipg	412	2	14	14	CD
cord-302553-d0hk4ipg	412	3	clearly	clearly	RB
cord-302553-d0hk4ipg	412	4	determines	determine	VBZ
cord-302553-d0hk4ipg	412	5	the	the	DT
cord-302553-d0hk4ipg	412	6	distribution	distribution	NN
cord-302553-d0hk4ipg	412	7	of	of	IN
cord-302553-d0hk4ipg	412	8	four	four	CD
cord-302553-d0hk4ipg	412	9	types	type	NNS
cord-302553-d0hk4ipg	412	10	of	of	IN
cord-302553-d0hk4ipg	412	11	class	class	NN
cord-302553-d0hk4ipg	412	12	center	center	NN
cord-302553-d0hk4ipg	412	13	gravity	gravity	NN
cord-302553-d0hk4ipg	412	14	.	.	.
cord-302553-d0hk4ipg	413	1	To	to	TO
cord-302553-d0hk4ipg	413	2	measure	measure	VB
cord-302553-d0hk4ipg	413	3	the	the	DT
cord-302553-d0hk4ipg	413	4	interclass	interclass	NN
cord-302553-d0hk4ipg	413	5	distance	distance	NN
cord-302553-d0hk4ipg	413	6	of	of	IN
cord-302553-d0hk4ipg	413	7	these	these	DT
cord-302553-d0hk4ipg	413	8	four	four	CD
cord-302553-d0hk4ipg	413	9	categories	category	NNS
cord-302553-d0hk4ipg	413	10	in	in	IN
cord-302553-d0hk4ipg	413	11	the	the	DT
cord-302553-d0hk4ipg	413	12	scatter	scatter	NN
cord-302553-d0hk4ipg	413	13	,	,	,
cord-302553-d0hk4ipg	413	14	this	this	DT
cord-302553-d0hk4ipg	413	15	paper	paper	NN
cord-302553-d0hk4ipg	413	16	adopts	adopt	VBZ
cord-302553-d0hk4ipg	413	17	two	two	CD
cord-302553-d0hk4ipg	413	18	sample	sample	NN
cord-302553-d0hk4ipg	413	19	class	class	NN
cord-302553-d0hk4ipg	413	20	distances	distance	NNS
cord-302553-d0hk4ipg	413	21	to	to	TO
cord-302553-d0hk4ipg	413	22	compare	compare	VB
cord-302553-d0hk4ipg	413	23	the	the	DT
cord-302553-d0hk4ipg	413	24	relationship	relationship	NN
cord-302553-d0hk4ipg	413	25	between	between	IN
cord-302553-d0hk4ipg	413	26	the	the	DT
cord-302553-d0hk4ipg	413	27	sentiment	sentiment	NN
cord-302553-d0hk4ipg	413	28	polarity	polarity	NN
cord-302553-d0hk4ipg	413	29	and	and	CC
cord-302553-d0hk4ipg	413	30	the	the	DT
cord-302553-d0hk4ipg	413	31	flu	flu	NN
cord-302553-d0hk4ipg	413	32	period	period	NN
cord-302553-d0hk4ipg	413	33	.	.	.
cord-302553-d0hk4ipg	414	1	The	the	DT
cord-302553-d0hk4ipg	414	2	first	first	JJ
cord-302553-d0hk4ipg	414	3	distance	distance	NN
cord-302553-d0hk4ipg	414	4	is	be	VBZ
cord-302553-d0hk4ipg	414	5	a	a	DT
cord-302553-d0hk4ipg	414	6	centroid	centroid	NN
cord-302553-d0hk4ipg	414	7	cluster	cluster	NN
cord-302553-d0hk4ipg	414	8	,	,	,
cord-302553-d0hk4ipg	414	9	which	which	WDT
cord-302553-d0hk4ipg	414	10	measures	measure	VBZ
cord-302553-d0hk4ipg	414	11	the	the	DT
cord-302553-d0hk4ipg	414	12	interclass	interclass	NN
cord-302553-d0hk4ipg	414	13	distance	distance	NN
cord-302553-d0hk4ipg	414	14	by	by	IN
cord-302553-d0hk4ipg	414	15	the	the	DT
cord-302553-d0hk4ipg	414	16	distance	distance	NN
cord-302553-d0hk4ipg	414	17	between	between	IN
cord-302553-d0hk4ipg	414	18	the	the	DT
cord-302553-d0hk4ipg	414	19	two	two	CD
cord-302553-d0hk4ipg	414	20	variables	variable	NNS
cord-302553-d0hk4ipg	414	21	'	'	POS
cord-302553-d0hk4ipg	414	22	mean	mean	JJ
cord-302553-d0hk4ipg	414	23	value	value	NN
cord-302553-d0hk4ipg	414	24	.	.	.
cord-302553-d0hk4ipg	415	1	The	the	DT
cord-302553-d0hk4ipg	415	2	coordinates	coordinate	NNS
cord-302553-d0hk4ipg	415	3	of	of	IN
cord-302553-d0hk4ipg	415	4	each	each	DT
cord-302553-d0hk4ipg	415	5	class	class	NN
cord-302553-d0hk4ipg	415	6	's	's	POS
cord-302553-d0hk4ipg	415	7	center	center	NN
cord-302553-d0hk4ipg	415	8	gravity	gravity	NN
cord-302553-d0hk4ipg	415	9	are	be	VBP
cord-302553-d0hk4ipg	415	10	presented	present	VBN
cord-302553-d0hk4ipg	415	11	in	in	IN
cord-302553-d0hk4ipg	415	12	Table	Table	NNP
cord-302553-d0hk4ipg	415	13	 	 	_SP
cord-302553-d0hk4ipg	415	14	3	3	CD
cord-302553-d0hk4ipg	415	15	.	.	.
cord-302553-d0hk4ipg	416	1	The	the	DT
cord-302553-d0hk4ipg	416	2	scatter	scatter	NN
cord-302553-d0hk4ipg	416	3	of	of	IN
cord-302553-d0hk4ipg	416	4	the	the	DT
cord-302553-d0hk4ipg	416	5	class	class	NN
cord-302553-d0hk4ipg	416	6	center	center	NN
cord-302553-d0hk4ipg	416	7	gravity	gravity	NN
cord-302553-d0hk4ipg	416	8	is	be	VBZ
cord-302553-d0hk4ipg	416	9	plotted	plot	VBN
cord-302553-d0hk4ipg	416	10	through	through	IN
cord-302553-d0hk4ipg	416	11	the	the	DT
cord-302553-d0hk4ipg	416	12	two	two	CD
cord-302553-d0hk4ipg	416	13	-	-	HYPH
cord-302553-d0hk4ipg	416	14	dimensional	dimensional	JJ
cord-302553-d0hk4ipg	416	15	coordinates	coordinate	NNS
cord-302553-d0hk4ipg	416	16	of	of	IN
cord-302553-d0hk4ipg	416	17	the	the	DT
cord-302553-d0hk4ipg	416	18	four	four	CD
cord-302553-d0hk4ipg	416	19	categories	category	NNS
cord-302553-d0hk4ipg	416	20	shown	show	VBN
cord-302553-d0hk4ipg	416	21	in	in	IN
cord-302553-d0hk4ipg	416	22	Figure	Figure	NNP
cord-302553-d0hk4ipg	416	23	14	14	CD
cord-302553-d0hk4ipg	416	24	.	.	.
cord-302553-d0hk4ipg	417	1	Figure	figure	NN
cord-302553-d0hk4ipg	417	2	14	14	CD
cord-302553-d0hk4ipg	417	3	clearly	clearly	RB
cord-302553-d0hk4ipg	417	4	determines	determine	VBZ
cord-302553-d0hk4ipg	417	5	the	the	DT
cord-302553-d0hk4ipg	417	6	distribution	distribution	NN
cord-302553-d0hk4ipg	417	7	of	of	IN
cord-302553-d0hk4ipg	417	8	four	four	CD
cord-302553-d0hk4ipg	417	9	types	type	NNS
cord-302553-d0hk4ipg	417	10	of	of	IN
cord-302553-d0hk4ipg	417	11	class	class	NN
cord-302553-d0hk4ipg	417	12	center	center	NN
cord-302553-d0hk4ipg	417	13	gravity	gravity	NN
cord-302553-d0hk4ipg	417	14	.	.	.
cord-302553-d0hk4ipg	418	1	To	to	TO
cord-302553-d0hk4ipg	418	2	measure	measure	VB
cord-302553-d0hk4ipg	418	3	the	the	DT
cord-302553-d0hk4ipg	418	4	interclass	interclass	NN
cord-302553-d0hk4ipg	418	5	distance	distance	NN
cord-302553-d0hk4ipg	418	6	of	of	IN
cord-302553-d0hk4ipg	418	7	these	these	DT
cord-302553-d0hk4ipg	418	8	four	four	CD
cord-302553-d0hk4ipg	418	9	categories	category	NNS
cord-302553-d0hk4ipg	418	10	in	in	IN
cord-302553-d0hk4ipg	418	11	the	the	DT
cord-302553-d0hk4ipg	418	12	scatter	scatter	NN
cord-302553-d0hk4ipg	418	13	,	,	,
cord-302553-d0hk4ipg	418	14	this	this	DT
cord-302553-d0hk4ipg	418	15	paper	paper	NN
cord-302553-d0hk4ipg	418	16	adopts	adopt	VBZ
cord-302553-d0hk4ipg	418	17	two	two	CD
cord-302553-d0hk4ipg	418	18	sample	sample	NN
cord-302553-d0hk4ipg	418	19	class	class	NN
cord-302553-d0hk4ipg	418	20	distances	distance	NNS
cord-302553-d0hk4ipg	418	21	to	to	TO
cord-302553-d0hk4ipg	418	22	compare	compare	VB
cord-302553-d0hk4ipg	418	23	the	the	DT
cord-302553-d0hk4ipg	418	24	relationship	relationship	NN
cord-302553-d0hk4ipg	418	25	between	between	IN
cord-302553-d0hk4ipg	418	26	the	the	DT
cord-302553-d0hk4ipg	418	27	sentiment	sentiment	NN
cord-302553-d0hk4ipg	418	28	polarity	polarity	NN
cord-302553-d0hk4ipg	418	29	and	and	CC
cord-302553-d0hk4ipg	418	30	the	the	DT
cord-302553-d0hk4ipg	418	31	flu	flu	NN
cord-302553-d0hk4ipg	418	32	period	period	NN
cord-302553-d0hk4ipg	418	33	.	.	.
cord-302553-d0hk4ipg	419	1	The	the	DT
cord-302553-d0hk4ipg	419	2	first	first	JJ
cord-302553-d0hk4ipg	419	3	distance	distance	NN
cord-302553-d0hk4ipg	419	4	is	be	VBZ
cord-302553-d0hk4ipg	419	5	a	a	DT
cord-302553-d0hk4ipg	419	6	centroid	centroid	NN
cord-302553-d0hk4ipg	419	7	cluster	cluster	NN
cord-302553-d0hk4ipg	419	8	,	,	,
cord-302553-d0hk4ipg	419	9	which	which	WDT
cord-302553-d0hk4ipg	419	10	measures	measure	VBZ
cord-302553-d0hk4ipg	419	11	the	the	DT
cord-302553-d0hk4ipg	419	12	interclass	interclass	NN
cord-302553-d0hk4ipg	419	13	distance	distance	NN
cord-302553-d0hk4ipg	419	14	by	by	IN
cord-302553-d0hk4ipg	419	15	the	the	DT
cord-302553-d0hk4ipg	419	16	distance	distance	NN
cord-302553-d0hk4ipg	419	17	between	between	IN
cord-302553-d0hk4ipg	419	18	the	the	DT
cord-302553-d0hk4ipg	419	19	two	two	CD
cord-302553-d0hk4ipg	419	20	variables	variable	NNS
cord-302553-d0hk4ipg	419	21	'	'	POS
cord-302553-d0hk4ipg	419	22	mean	mean	JJ
cord-302553-d0hk4ipg	419	23	value	value	NN
cord-302553-d0hk4ipg	419	24	.	.	.
cord-302553-d0hk4ipg	420	1	The	the	DT
cord-302553-d0hk4ipg	420	2	coordinates	coordinate	NNS
cord-302553-d0hk4ipg	420	3	of	of	IN
cord-302553-d0hk4ipg	420	4	each	each	DT
cord-302553-d0hk4ipg	420	5	class	class	NN
cord-302553-d0hk4ipg	420	6	's	's	POS
cord-302553-d0hk4ipg	420	7	center	center	NN
cord-302553-d0hk4ipg	420	8	gravity	gravity	NN
cord-302553-d0hk4ipg	420	9	are	be	VBP
cord-302553-d0hk4ipg	420	10	presented	present	VBN
cord-302553-d0hk4ipg	420	11	in	in	IN
cord-302553-d0hk4ipg	420	12	Table	Table	NNP
cord-302553-d0hk4ipg	420	13	 	 	_SP
cord-302553-d0hk4ipg	420	14	3	3	CD
cord-302553-d0hk4ipg	420	15	.	.	.
cord-302553-d0hk4ipg	421	1	The	the	DT
cord-302553-d0hk4ipg	421	2	scatter	scatter	NN
cord-302553-d0hk4ipg	421	3	of	of	IN
cord-302553-d0hk4ipg	421	4	the	the	DT
cord-302553-d0hk4ipg	421	5	class	class	NN
cord-302553-d0hk4ipg	421	6	center	center	NN
cord-302553-d0hk4ipg	421	7	gravity	gravity	NN
cord-302553-d0hk4ipg	421	8	is	be	VBZ
cord-302553-d0hk4ipg	421	9	plotted	plot	VBN
cord-302553-d0hk4ipg	421	10	through	through	IN
cord-302553-d0hk4ipg	421	11	the	the	DT
cord-302553-d0hk4ipg	421	12	two	two	CD
cord-302553-d0hk4ipg	421	13	-	-	HYPH
cord-302553-d0hk4ipg	421	14	dimensional	dimensional	JJ
cord-302553-d0hk4ipg	421	15	coordinates	coordinate	NNS
cord-302553-d0hk4ipg	421	16	of	of	IN
cord-302553-d0hk4ipg	421	17	the	the	DT
cord-302553-d0hk4ipg	421	18	four	four	CD
cord-302553-d0hk4ipg	421	19	categories	category	NNS
cord-302553-d0hk4ipg	421	20	shown	show	VBN
cord-302553-d0hk4ipg	421	21	in	in	IN
cord-302553-d0hk4ipg	421	22	Figure	Figure	NNP
cord-302553-d0hk4ipg	421	23	14	14	CD
cord-302553-d0hk4ipg	421	24	.	.	.
cord-302553-d0hk4ipg	422	1	Figure	figure	NN
cord-302553-d0hk4ipg	422	2	14	14	CD
cord-302553-d0hk4ipg	422	3	clearly	clearly	RB
cord-302553-d0hk4ipg	422	4	determines	determine	VBZ
cord-302553-d0hk4ipg	422	5	the	the	DT
cord-302553-d0hk4ipg	422	6	distribution	distribution	NN
cord-302553-d0hk4ipg	422	7	of	of	IN
cord-302553-d0hk4ipg	422	8	four	four	CD
cord-302553-d0hk4ipg	422	9	types	type	NNS
cord-302553-d0hk4ipg	422	10	of	of	IN
cord-302553-d0hk4ipg	422	11	class	class	NN
cord-302553-d0hk4ipg	422	12	center	center	NN
cord-302553-d0hk4ipg	422	13	gravity	gravity	NN
cord-302553-d0hk4ipg	422	14	.	.	.
cord-302553-d0hk4ipg	423	1	Afterwards	afterwards	RB
cord-302553-d0hk4ipg	423	2	,	,	,
cord-302553-d0hk4ipg	423	3	we	-PRON-	PRP
cord-302553-d0hk4ipg	423	4	calculated	calculate	VBD
cord-302553-d0hk4ipg	423	5	the	the	DT
cord-302553-d0hk4ipg	423	6	Euclidean	euclidean	JJ
cord-302553-d0hk4ipg	423	7	distance	distance	NN
cord-302553-d0hk4ipg	423	8	matrix	matrix	NN
cord-302553-d0hk4ipg	423	9	of	of	IN
cord-302553-d0hk4ipg	423	10	the	the	DT
cord-302553-d0hk4ipg	423	11	center	center	NN
cord-302553-d0hk4ipg	423	12	gravity	gravity	NN
cord-302553-d0hk4ipg	423	13	in	in	IN
cord-302553-d0hk4ipg	423	14	the	the	DT
cord-302553-d0hk4ipg	423	15	following	follow	VBG
cord-302553-d0hk4ipg	423	16	section	section	NN
cord-302553-d0hk4ipg	423	17	.	.	.
cord-302553-d0hk4ipg	424	1	From	from	IN
cord-302553-d0hk4ipg	424	2	the	the	DT
cord-302553-d0hk4ipg	424	3	matrix	matrix	NN
cord-302553-d0hk4ipg	424	4	,	,	,
cord-302553-d0hk4ipg	424	5	the	the	DT
cord-302553-d0hk4ipg	424	6	distance	distance	NN
cord-302553-d0hk4ipg	424	7	between	between	IN
cord-302553-d0hk4ipg	424	8	the	the	DT
cord-302553-d0hk4ipg	424	9	recovered	recovered	JJ
cord-302553-d0hk4ipg	424	10	period	period	NN
cord-302553-d0hk4ipg	424	11	and	and	CC
cord-302553-d0hk4ipg	424	12	positive	positive	JJ
cord-302553-d0hk4ipg	424	13	sentiment	sentiment	NN
cord-302553-d0hk4ipg	424	14	is	be	VBZ
cord-302553-d0hk4ipg	424	15	4.297	4.297	CD
cord-302553-d0hk4ipg	424	16	,	,	,
cord-302553-d0hk4ipg	424	17	while	while	IN
cord-302553-d0hk4ipg	424	18	the	the	DT
cord-302553-d0hk4ipg	424	19	distance	distance	NN
cord-302553-d0hk4ipg	424	20	between	between	IN
cord-302553-d0hk4ipg	424	21	the	the	DT
cord-302553-d0hk4ipg	424	22	recovered	recovered	JJ
cord-302553-d0hk4ipg	424	23	period	period	NN
cord-302553-d0hk4ipg	424	24	and	and	CC
cord-302553-d0hk4ipg	424	25	negative	negative	JJ
cord-302553-d0hk4ipg	424	26	sentiment	sentiment	NN
cord-302553-d0hk4ipg	424	27	is	be	VBZ
cord-302553-d0hk4ipg	424	28	7.632	7.632	CD
cord-302553-d0hk4ipg	424	29	,	,	,
cord-302553-d0hk4ipg	424	30	which	which	WDT
cord-302553-d0hk4ipg	424	31	significantly	significantly	RB
cord-302553-d0hk4ipg	424	32	shows	show	VBZ
cord-302553-d0hk4ipg	424	33	that	that	IN
cord-302553-d0hk4ipg	424	34	the	the	DT
cord-302553-d0hk4ipg	424	35	recovered	recovered	JJ
cord-302553-d0hk4ipg	424	36	period	period	NN
cord-302553-d0hk4ipg	424	37	is	be	VBZ
cord-302553-d0hk4ipg	424	38	closer	close	JJR
cord-302553-d0hk4ipg	424	39	to	to	IN
cord-302553-d0hk4ipg	424	40	positive	positive	JJ
cord-302553-d0hk4ipg	424	41	sentiment	sentiment	NN
cord-302553-d0hk4ipg	424	42	.	.	.
cord-302553-d0hk4ipg	425	1	In	in	IN
cord-302553-d0hk4ipg	425	2	terms	term	NNS
cord-302553-d0hk4ipg	425	3	of	of	IN
cord-302553-d0hk4ipg	425	4	the	the	DT
cord-302553-d0hk4ipg	425	5	infectious	infectious	JJ
cord-302553-d0hk4ipg	425	6	period	period	NN
cord-302553-d0hk4ipg	425	7	,	,	,
cord-302553-d0hk4ipg	425	8	the	the	DT
cord-302553-d0hk4ipg	425	9	distance	distance	NN
cord-302553-d0hk4ipg	425	10	to	to	IN
cord-302553-d0hk4ipg	425	11	the	the	DT
cord-302553-d0hk4ipg	425	12	positive	positive	JJ
cord-302553-d0hk4ipg	425	13	sentiment	sentiment	NN
cord-302553-d0hk4ipg	425	14	is	be	VBZ
cord-302553-d0hk4ipg	425	15	9.521	9.521	CD
cord-302553-d0hk4ipg	425	16	,	,	,
cord-302553-d0hk4ipg	425	17	and	and	CC
cord-302553-d0hk4ipg	425	18	the	the	DT
cord-302553-d0hk4ipg	425	19	distance	distance	NN
cord-302553-d0hk4ipg	425	20	to	to	IN
cord-302553-d0hk4ipg	425	21	the	the	DT
cord-302553-d0hk4ipg	425	22	negative	negative	JJ
cord-302553-d0hk4ipg	425	23	sentiment	sentiment	NN
cord-302553-d0hk4ipg	425	24	is	be	VBZ
cord-302553-d0hk4ipg	425	25	7.867	7.867	CD
cord-302553-d0hk4ipg	425	26	,	,	,
cord-302553-d0hk4ipg	425	27	which	which	WDT
cord-302553-d0hk4ipg	425	28	indicates	indicate	VBZ
cord-302553-d0hk4ipg	425	29	that	that	IN
cord-302553-d0hk4ipg	425	30	the	the	DT
cord-302553-d0hk4ipg	425	31	infectious	infectious	JJ
cord-302553-d0hk4ipg	425	32	period	period	NN
cord-302553-d0hk4ipg	425	33	is	be	VBZ
cord-302553-d0hk4ipg	425	34	closer	close	JJR
cord-302553-d0hk4ipg	425	35	to	to	IN
cord-302553-d0hk4ipg	425	36	the	the	DT
cord-302553-d0hk4ipg	425	37	negative	negative	JJ
cord-302553-d0hk4ipg	425	38	sentiment	sentiment	NN
cord-302553-d0hk4ipg	425	39	.	.	.
cord-302553-d0hk4ipg	426	1	In	in	IN
cord-302553-d0hk4ipg	426	2	addition	addition	NN
cord-302553-d0hk4ipg	426	3	,	,	,
cord-302553-d0hk4ipg	426	4	another	another	DT
cord-302553-d0hk4ipg	426	5	interclass	interclass	NN
cord-302553-d0hk4ipg	426	6	distance	distance	NN
cord-302553-d0hk4ipg	426	7	measurement	measurement	NN
cord-302553-d0hk4ipg	426	8	method	method	NN
cord-302553-d0hk4ipg	426	9	was	be	VBD
cord-302553-d0hk4ipg	426	10	selected	select	VBN
cord-302553-d0hk4ipg	426	11	to	to	TO
cord-302553-d0hk4ipg	426	12	further	further	RB
cord-302553-d0hk4ipg	426	13	verify	verify	VB
cord-302553-d0hk4ipg	426	14	the	the	DT
cord-302553-d0hk4ipg	426	15	correctness	correctness	NN
cord-302553-d0hk4ipg	426	16	of	of	IN
cord-302553-d0hk4ipg	426	17	the	the	DT
cord-302553-d0hk4ipg	426	18	conclusion	conclusion	NN
cord-302553-d0hk4ipg	426	19	,	,	,
cord-302553-d0hk4ipg	426	20	which	which	WDT
cord-302553-d0hk4ipg	426	21	is	be	VBZ
cord-302553-d0hk4ipg	426	22	known	know	VBN
cord-302553-d0hk4ipg	426	23	as	as	IN
cord-302553-d0hk4ipg	426	24	the	the	DT
cord-302553-d0hk4ipg	426	25	between	between	IN
cord-302553-d0hk4ipg	426	26	-	-	HYPH
cord-302553-d0hk4ipg	426	27	group	group	NN
cord-302553-d0hk4ipg	426	28	linkage	linkage	NN
cord-302553-d0hk4ipg	426	29	and	and	CC
cord-302553-d0hk4ipg	426	30	which	which	WDT
cord-302553-d0hk4ipg	426	31	measures	measure	VBZ
cord-302553-d0hk4ipg	426	32	the	the	DT
cord-302553-d0hk4ipg	426	33	interclass	interclass	NN
cord-302553-d0hk4ipg	426	34	distance	distance	NN
cord-302553-d0hk4ipg	426	35	by	by	IN
cord-302553-d0hk4ipg	426	36	the	the	DT
cord-302553-d0hk4ipg	426	37	average	average	JJ
cord-302553-d0hk4ipg	426	38	distance	distance	NN
cord-302553-d0hk4ipg	426	39	between	between	IN
cord-302553-d0hk4ipg	426	40	the	the	DT
cord-302553-d0hk4ipg	426	41	two	two	CD
cord-302553-d0hk4ipg	426	42	categories	category	NNS
cord-302553-d0hk4ipg	426	43	of	of	IN
cord-302553-d0hk4ipg	426	44	individuals	individual	NNS
cord-302553-d0hk4ipg	426	45	.	.	.
cord-302553-d0hk4ipg	427	1	The	the	DT
cord-302553-d0hk4ipg	427	2	Euclidean	euclidean	JJ
cord-302553-d0hk4ipg	427	3	distance	distance	NN
cord-302553-d0hk4ipg	427	4	matrix	matrix	NN
cord-302553-d0hk4ipg	427	5	is	be	VBZ
cord-302553-d0hk4ipg	427	6	shown	show	VBN
cord-302553-d0hk4ipg	427	7	in	in	IN
cord-302553-d0hk4ipg	427	8	the	the	DT
cord-302553-d0hk4ipg	427	9	following	following	JJ
cord-302553-d0hk4ipg	427	10	section	section	NN
cord-302553-d0hk4ipg	427	11	.	.	.
cord-302553-d0hk4ipg	428	1	This	this	DT
cord-302553-d0hk4ipg	428	2	finding	finding	NN
cord-302553-d0hk4ipg	428	3	implies	imply	VBZ
cord-302553-d0hk4ipg	428	4	that	that	IN
cord-302553-d0hk4ipg	428	5	the	the	DT
cord-302553-d0hk4ipg	428	6	conclusion	conclusion	NN
cord-302553-d0hk4ipg	428	7	is	be	VBZ
cord-302553-d0hk4ipg	428	8	consistent	consistent	JJ
cord-302553-d0hk4ipg	428	9	with	with	IN
cord-302553-d0hk4ipg	428	10	the	the	DT
cord-302553-d0hk4ipg	428	11	above	above	JJ
cord-302553-d0hk4ipg	428	12	.	.	.
cord-302553-d0hk4ipg	429	1	The	the	DT
cord-302553-d0hk4ipg	429	2	recovered	recovered	JJ
cord-302553-d0hk4ipg	429	3	period	period	NN
cord-302553-d0hk4ipg	429	4	is	be	VBZ
cord-302553-d0hk4ipg	429	5	closer	close	JJR
cord-302553-d0hk4ipg	429	6	to	to	IN
cord-302553-d0hk4ipg	429	7	the	the	DT
cord-302553-d0hk4ipg	429	8	positive	positive	JJ
cord-302553-d0hk4ipg	429	9	sentiment	sentiment	NN
cord-302553-d0hk4ipg	429	10	,	,	,
cord-302553-d0hk4ipg	429	11	and	and	CC
cord-302553-d0hk4ipg	429	12	the	the	DT
cord-302553-d0hk4ipg	429	13	infectious	infectious	JJ
cord-302553-d0hk4ipg	429	14	period	period	NN
cord-302553-d0hk4ipg	429	15	is	be	VBZ
cord-302553-d0hk4ipg	429	16	closer	close	JJR
cord-302553-d0hk4ipg	429	17	to	to	IN
cord-302553-d0hk4ipg	429	18	the	the	DT
cord-302553-d0hk4ipg	429	19	negative	negative	JJ
cord-302553-d0hk4ipg	429	20	sentiment	sentiment	NN
cord-302553-d0hk4ipg	429	21	.	.	.
cord-302553-d0hk4ipg	430	1	The	the	DT
cord-302553-d0hk4ipg	430	2	flu	flu	NN
cord-302553-d0hk4ipg	430	3	-	-	HYPH
cord-302553-d0hk4ipg	430	4	related	relate	VBN
cord-302553-d0hk4ipg	430	5	information	information	NN
cord-302553-d0hk4ipg	430	6	perceived	perceive	VBN
cord-302553-d0hk4ipg	430	7	by	by	IN
cord-302553-d0hk4ipg	430	8	social	social	JJ
cord-302553-d0hk4ipg	430	9	media	medium	NNS
cord-302553-d0hk4ipg	430	10	can	can	MD
cord-302553-d0hk4ipg	430	11	detect	detect	VB
cord-302553-d0hk4ipg	430	12	trend	trend	NN
cord-302553-d0hk4ipg	430	13	changes	change	NNS
cord-302553-d0hk4ipg	430	14	and	and	CC
cord-302553-d0hk4ipg	430	15	peak	peak	NN
cord-302553-d0hk4ipg	430	16	points	point	NNS
cord-302553-d0hk4ipg	430	17	earlier	early	RBR
cord-302553-d0hk4ipg	430	18	than	than	IN
cord-302553-d0hk4ipg	430	19	traditional	traditional	JJ
cord-302553-d0hk4ipg	430	20	methods	method	NNS
cord-302553-d0hk4ipg	430	21	[	[	-LRB-
cord-302553-d0hk4ipg	430	22	8	8	CD
cord-302553-d0hk4ipg	430	23	,	,	,
cord-302553-d0hk4ipg	430	24	9	9	CD
cord-302553-d0hk4ipg	430	25	,	,	,
cord-302553-d0hk4ipg	430	26	19	19	CD
cord-302553-d0hk4ipg	430	27	,	,	,
cord-302553-d0hk4ipg	430	28	43	43	CD
cord-302553-d0hk4ipg	430	29	]	]	-RRB-
cord-302553-d0hk4ipg	430	30	.	.	.
cord-302553-d0hk4ipg	431	1	We	-PRON-	PRP
cord-302553-d0hk4ipg	431	2	also	also	RB
cord-302553-d0hk4ipg	431	3	compare	compare	VBP
cord-302553-d0hk4ipg	431	4	the	the	DT
cord-302553-d0hk4ipg	431	5	trend	trend	NN
cord-302553-d0hk4ipg	431	6	of	of	IN
cord-302553-d0hk4ipg	431	7	the	the	DT
cord-302553-d0hk4ipg	431	8	flu	flu	NN
cord-302553-d0hk4ipg	431	9	-	-	HYPH
cord-302553-d0hk4ipg	431	10	related	relate	VBN
cord-302553-d0hk4ipg	431	11	weibos	weibos	NNP
cord-302553-d0hk4ipg	431	12	ratio	ratio	NN
cord-302553-d0hk4ipg	431	13	Afterwards	afterwards	RB
cord-302553-d0hk4ipg	431	14	,	,	,
cord-302553-d0hk4ipg	431	15	we	-PRON-	PRP
cord-302553-d0hk4ipg	431	16	calculated	calculate	VBD
cord-302553-d0hk4ipg	431	17	the	the	DT
cord-302553-d0hk4ipg	431	18	Euclidean	euclidean	JJ
cord-302553-d0hk4ipg	431	19	distance	distance	NN
cord-302553-d0hk4ipg	431	20	matrix	matrix	NN
cord-302553-d0hk4ipg	431	21	of	of	IN
cord-302553-d0hk4ipg	431	22	the	the	DT
cord-302553-d0hk4ipg	431	23	center	center	NN
cord-302553-d0hk4ipg	431	24	gravity	gravity	NN
cord-302553-d0hk4ipg	431	25	in	in	IN
cord-302553-d0hk4ipg	431	26	the	the	DT
cord-302553-d0hk4ipg	431	27	following	follow	VBG
cord-302553-d0hk4ipg	431	28	section	section	NN
cord-302553-d0hk4ipg	431	29	.	.	.
cord-302553-d0hk4ipg	432	1	From	from	IN
cord-302553-d0hk4ipg	432	2	the	the	DT
cord-302553-d0hk4ipg	432	3	matrix	matrix	NN
cord-302553-d0hk4ipg	432	4	,	,	,
cord-302553-d0hk4ipg	432	5	the	the	DT
cord-302553-d0hk4ipg	432	6	distance	distance	NN
cord-302553-d0hk4ipg	432	7	between	between	IN
cord-302553-d0hk4ipg	432	8	the	the	DT
cord-302553-d0hk4ipg	432	9	recovered	recovered	JJ
cord-302553-d0hk4ipg	432	10	period	period	NN
cord-302553-d0hk4ipg	432	11	and	and	CC
cord-302553-d0hk4ipg	432	12	positive	positive	JJ
cord-302553-d0hk4ipg	432	13	sentiment	sentiment	NN
cord-302553-d0hk4ipg	432	14	is	be	VBZ
cord-302553-d0hk4ipg	432	15	4.297	4.297	CD
cord-302553-d0hk4ipg	432	16	,	,	,
cord-302553-d0hk4ipg	432	17	while	while	IN
cord-302553-d0hk4ipg	432	18	the	the	DT
cord-302553-d0hk4ipg	432	19	distance	distance	NN
cord-302553-d0hk4ipg	432	20	between	between	IN
cord-302553-d0hk4ipg	432	21	the	the	DT
cord-302553-d0hk4ipg	432	22	recovered	recovered	JJ
cord-302553-d0hk4ipg	432	23	period	period	NN
cord-302553-d0hk4ipg	432	24	and	and	CC
cord-302553-d0hk4ipg	432	25	negative	negative	JJ
cord-302553-d0hk4ipg	432	26	sentiment	sentiment	NN
cord-302553-d0hk4ipg	432	27	is	be	VBZ
cord-302553-d0hk4ipg	432	28	7.632	7.632	CD
cord-302553-d0hk4ipg	432	29	,	,	,
cord-302553-d0hk4ipg	432	30	which	which	WDT
cord-302553-d0hk4ipg	432	31	significantly	significantly	RB
cord-302553-d0hk4ipg	432	32	shows	show	VBZ
cord-302553-d0hk4ipg	432	33	that	that	IN
cord-302553-d0hk4ipg	432	34	the	the	DT
cord-302553-d0hk4ipg	432	35	recovered	recovered	JJ
cord-302553-d0hk4ipg	432	36	period	period	NN
cord-302553-d0hk4ipg	432	37	is	be	VBZ
cord-302553-d0hk4ipg	432	38	closer	close	JJR
cord-302553-d0hk4ipg	432	39	to	to	IN
cord-302553-d0hk4ipg	432	40	positive	positive	JJ
cord-302553-d0hk4ipg	432	41	sentiment	sentiment	NN
cord-302553-d0hk4ipg	432	42	.	.	.
cord-302553-d0hk4ipg	433	1	In	in	IN
cord-302553-d0hk4ipg	433	2	terms	term	NNS
cord-302553-d0hk4ipg	433	3	of	of	IN
cord-302553-d0hk4ipg	433	4	the	the	DT
cord-302553-d0hk4ipg	433	5	infectious	infectious	JJ
cord-302553-d0hk4ipg	433	6	period	period	NN
cord-302553-d0hk4ipg	433	7	,	,	,
cord-302553-d0hk4ipg	433	8	the	the	DT
cord-302553-d0hk4ipg	433	9	distance	distance	NN
cord-302553-d0hk4ipg	433	10	to	to	IN
cord-302553-d0hk4ipg	433	11	the	the	DT
cord-302553-d0hk4ipg	433	12	positive	positive	JJ
cord-302553-d0hk4ipg	433	13	sentiment	sentiment	NN
cord-302553-d0hk4ipg	433	14	is	be	VBZ
cord-302553-d0hk4ipg	433	15	9.521	9.521	CD
cord-302553-d0hk4ipg	433	16	,	,	,
cord-302553-d0hk4ipg	433	17	and	and	CC
cord-302553-d0hk4ipg	433	18	the	the	DT
cord-302553-d0hk4ipg	433	19	distance	distance	NN
cord-302553-d0hk4ipg	433	20	to	to	IN
cord-302553-d0hk4ipg	433	21	the	the	DT
cord-302553-d0hk4ipg	433	22	negative	negative	JJ
cord-302553-d0hk4ipg	433	23	sentiment	sentiment	NN
cord-302553-d0hk4ipg	433	24	is	be	VBZ
cord-302553-d0hk4ipg	433	25	7.867	7.867	CD
cord-302553-d0hk4ipg	433	26	,	,	,
cord-302553-d0hk4ipg	433	27	which	which	WDT
cord-302553-d0hk4ipg	433	28	indicates	indicate	VBZ
cord-302553-d0hk4ipg	433	29	that	that	IN
cord-302553-d0hk4ipg	433	30	the	the	DT
cord-302553-d0hk4ipg	433	31	infectious	infectious	JJ
cord-302553-d0hk4ipg	433	32	period	period	NN
cord-302553-d0hk4ipg	433	33	is	be	VBZ
cord-302553-d0hk4ipg	433	34	closer	close	JJR
cord-302553-d0hk4ipg	433	35	to	to	IN
cord-302553-d0hk4ipg	433	36	the	the	DT
cord-302553-d0hk4ipg	433	37	negative	negative	JJ
cord-302553-d0hk4ipg	433	38	sentiment	sentiment	NN
cord-302553-d0hk4ipg	433	39	.	.	.
cord-302553-d0hk4ipg	433	40	 	 	_SP
cord-302553-d0hk4ipg	434	1	In	in	IN
cord-302553-d0hk4ipg	434	2	addition	addition	NN
cord-302553-d0hk4ipg	434	3	,	,	,
cord-302553-d0hk4ipg	434	4	another	another	DT
cord-302553-d0hk4ipg	434	5	interclass	interclass	NN
cord-302553-d0hk4ipg	434	6	distance	distance	NN
cord-302553-d0hk4ipg	434	7	measurement	measurement	NN
cord-302553-d0hk4ipg	434	8	method	method	NN
cord-302553-d0hk4ipg	434	9	was	be	VBD
cord-302553-d0hk4ipg	434	10	selected	select	VBN
cord-302553-d0hk4ipg	434	11	to	to	TO
cord-302553-d0hk4ipg	434	12	further	further	RB
cord-302553-d0hk4ipg	434	13	verify	verify	VB
cord-302553-d0hk4ipg	434	14	the	the	DT
cord-302553-d0hk4ipg	434	15	correctness	correctness	NN
cord-302553-d0hk4ipg	434	16	of	of	IN
cord-302553-d0hk4ipg	434	17	the	the	DT
cord-302553-d0hk4ipg	434	18	conclusion	conclusion	NN
cord-302553-d0hk4ipg	434	19	,	,	,
cord-302553-d0hk4ipg	434	20	which	which	WDT
cord-302553-d0hk4ipg	434	21	is	be	VBZ
cord-302553-d0hk4ipg	434	22	known	know	VBN
cord-302553-d0hk4ipg	434	23	as	as	IN
cord-302553-d0hk4ipg	434	24	the	the	DT
cord-302553-d0hk4ipg	434	25	between	between	IN
cord-302553-d0hk4ipg	434	26	-	-	HYPH
cord-302553-d0hk4ipg	434	27	group	group	NN
cord-302553-d0hk4ipg	434	28	linkage	linkage	NN
cord-302553-d0hk4ipg	434	29	and	and	CC
cord-302553-d0hk4ipg	434	30	which	which	WDT
cord-302553-d0hk4ipg	434	31	measures	measure	VBZ
cord-302553-d0hk4ipg	434	32	the	the	DT
cord-302553-d0hk4ipg	434	33	interclass	interclass	NN
cord-302553-d0hk4ipg	434	34	distance	distance	NN
cord-302553-d0hk4ipg	434	35	by	by	IN
cord-302553-d0hk4ipg	434	36	the	the	DT
cord-302553-d0hk4ipg	434	37	average	average	JJ
cord-302553-d0hk4ipg	434	38	distance	distance	NN
cord-302553-d0hk4ipg	434	39	between	between	IN
cord-302553-d0hk4ipg	434	40	the	the	DT
cord-302553-d0hk4ipg	434	41	two	two	CD
cord-302553-d0hk4ipg	434	42	categories	category	NNS
cord-302553-d0hk4ipg	434	43	of	of	IN
cord-302553-d0hk4ipg	434	44	individuals	individual	NNS
cord-302553-d0hk4ipg	434	45	.	.	.
cord-302553-d0hk4ipg	435	1	The	the	DT
cord-302553-d0hk4ipg	435	2	Euclidean	euclidean	JJ
cord-302553-d0hk4ipg	435	3	distance	distance	NN
cord-302553-d0hk4ipg	435	4	matrix	matrix	NN
cord-302553-d0hk4ipg	435	5	is	be	VBZ
cord-302553-d0hk4ipg	435	6	shown	show	VBN
cord-302553-d0hk4ipg	435	7	in	in	IN
cord-302553-d0hk4ipg	435	8	the	the	DT
cord-302553-d0hk4ipg	435	9	following	following	JJ
cord-302553-d0hk4ipg	435	10	section	section	NN
cord-302553-d0hk4ipg	435	11	.	.	.
cord-302553-d0hk4ipg	435	12	 	 	_SP
cord-302553-d0hk4ipg	436	1	This	this	DT
cord-302553-d0hk4ipg	436	2	finding	finding	NN
cord-302553-d0hk4ipg	436	3	implies	imply	VBZ
cord-302553-d0hk4ipg	436	4	that	that	IN
cord-302553-d0hk4ipg	436	5	the	the	DT
cord-302553-d0hk4ipg	436	6	conclusion	conclusion	NN
cord-302553-d0hk4ipg	436	7	is	be	VBZ
cord-302553-d0hk4ipg	436	8	consistent	consistent	JJ
cord-302553-d0hk4ipg	436	9	with	with	IN
cord-302553-d0hk4ipg	436	10	the	the	DT
cord-302553-d0hk4ipg	436	11	above	above	JJ
cord-302553-d0hk4ipg	436	12	.	.	.
cord-302553-d0hk4ipg	437	1	The	the	DT
cord-302553-d0hk4ipg	437	2	recovered	recovered	JJ
cord-302553-d0hk4ipg	437	3	period	period	NN
cord-302553-d0hk4ipg	437	4	is	be	VBZ
cord-302553-d0hk4ipg	437	5	closer	close	JJR
cord-302553-d0hk4ipg	437	6	to	to	IN
cord-302553-d0hk4ipg	437	7	the	the	DT
cord-302553-d0hk4ipg	437	8	positive	positive	JJ
cord-302553-d0hk4ipg	437	9	sentiment	sentiment	NN
cord-302553-d0hk4ipg	437	10	,	,	,
cord-302553-d0hk4ipg	437	11	and	and	CC
cord-302553-d0hk4ipg	437	12	the	the	DT
cord-302553-d0hk4ipg	437	13	infectious	infectious	JJ
cord-302553-d0hk4ipg	437	14	period	period	NN
cord-302553-d0hk4ipg	437	15	is	be	VBZ
cord-302553-d0hk4ipg	437	16	closer	close	JJR
cord-302553-d0hk4ipg	437	17	to	to	IN
cord-302553-d0hk4ipg	437	18	the	the	DT
cord-302553-d0hk4ipg	437	19	negative	negative	JJ
cord-302553-d0hk4ipg	437	20	sentiment	sentiment	NN
cord-302553-d0hk4ipg	437	21	.	.	.
cord-302553-d0hk4ipg	438	1	The	the	DT
cord-302553-d0hk4ipg	438	2	flu	flu	NN
cord-302553-d0hk4ipg	438	3	-	-	HYPH
cord-302553-d0hk4ipg	438	4	related	relate	VBN
cord-302553-d0hk4ipg	438	5	information	information	NN
cord-302553-d0hk4ipg	438	6	perceived	perceive	VBN
cord-302553-d0hk4ipg	438	7	by	by	IN
cord-302553-d0hk4ipg	438	8	social	social	JJ
cord-302553-d0hk4ipg	438	9	media	medium	NNS
cord-302553-d0hk4ipg	438	10	can	can	MD
cord-302553-d0hk4ipg	438	11	detect	detect	VB
cord-302553-d0hk4ipg	438	12	trend	trend	NN
cord-302553-d0hk4ipg	438	13	changes	change	NNS
cord-302553-d0hk4ipg	438	14	and	and	CC
cord-302553-d0hk4ipg	438	15	peak	peak	NN
cord-302553-d0hk4ipg	438	16	points	point	NNS
cord-302553-d0hk4ipg	438	17	earlier	early	RBR
cord-302553-d0hk4ipg	438	18	than	than	IN
cord-302553-d0hk4ipg	438	19	traditional	traditional	JJ
cord-302553-d0hk4ipg	438	20	methods	method	NNS
cord-302553-d0hk4ipg	438	21	[	[	-LRB-
cord-302553-d0hk4ipg	438	22	8	8	CD
cord-302553-d0hk4ipg	438	23	,	,	,
cord-302553-d0hk4ipg	438	24	9	9	CD
cord-302553-d0hk4ipg	438	25	,	,	,
cord-302553-d0hk4ipg	438	26	19	19	CD
cord-302553-d0hk4ipg	438	27	,	,	,
cord-302553-d0hk4ipg	438	28	43	43	CD
cord-302553-d0hk4ipg	438	29	]	]	-RRB-
cord-302553-d0hk4ipg	438	30	.	.	.
cord-302553-d0hk4ipg	439	1	We	-PRON-	PRP
cord-302553-d0hk4ipg	439	2	also	also	RB
cord-302553-d0hk4ipg	439	3	compare	compare	VBP
cord-302553-d0hk4ipg	439	4	the	the	DT
cord-302553-d0hk4ipg	439	5	trend	trend	NN
cord-302553-d0hk4ipg	439	6	of	of	IN
cord-302553-d0hk4ipg	439	7	the	the	DT
cord-302553-d0hk4ipg	439	8	flu	flu	NN
cord-302553-d0hk4ipg	439	9	-	-	HYPH
cord-302553-d0hk4ipg	439	10	related	relate	VBN
cord-302553-d0hk4ipg	439	11	weibos	weibos	NNP
cord-302553-d0hk4ipg	439	12	ratio	ratio	NN
cord-302553-d0hk4ipg	439	13	and	and	CC
cord-302553-d0hk4ipg	439	14	ILI%	ILI%	NNP
cord-302553-d0hk4ipg	439	15	from	from	IN
cord-302553-d0hk4ipg	439	16	the	the	DT
cord-302553-d0hk4ipg	439	17	CDC	CDC	NNP
cord-302553-d0hk4ipg	439	18	.	.	.
cord-302553-d0hk4ipg	440	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	440	2	can	can	MD
cord-302553-d0hk4ipg	440	3	be	be	VB
cord-302553-d0hk4ipg	440	4	seen	see	VBN
cord-302553-d0hk4ipg	440	5	in	in	IN
cord-302553-d0hk4ipg	440	6	Figure	figure	NN
cord-302553-d0hk4ipg	440	7	15	15	CD
cord-302553-d0hk4ipg	440	8	;	;	:
cord-302553-d0hk4ipg	440	9	the	the	DT
cord-302553-d0hk4ipg	440	10	flu	flu	NN
cord-302553-d0hk4ipg	440	11	data	datum	NNS
cord-302553-d0hk4ipg	440	12	perceived	perceive	VBN
cord-302553-d0hk4ipg	440	13	on	on	IN
cord-302553-d0hk4ipg	440	14	social	social	JJ
cord-302553-d0hk4ipg	440	15	media	medium	NNS
cord-302553-d0hk4ipg	440	16	can	can	MD
cord-302553-d0hk4ipg	440	17	reflect	reflect	VB
cord-302553-d0hk4ipg	440	18	the	the	DT
cord-302553-d0hk4ipg	440	19	trend	trend	NN
cord-302553-d0hk4ipg	440	20	of	of	IN
cord-302553-d0hk4ipg	440	21	official	official	JJ
cord-302553-d0hk4ipg	440	22	ILI	ILI	NNP
cord-302553-d0hk4ipg	440	23	data	datum	NNS
cord-302553-d0hk4ipg	440	24	and	and	CC
cord-302553-d0hk4ipg	440	25	report	report	NN
cord-302553-d0hk4ipg	440	26	changes	change	NNS
cord-302553-d0hk4ipg	440	27	and	and	CC
cord-302553-d0hk4ipg	440	28	peaks	peak	NNS
cord-302553-d0hk4ipg	440	29	earlier	early	RBR
cord-302553-d0hk4ipg	440	30	in	in	IN
cord-302553-d0hk4ipg	440	31	certain	certain	JJ
cord-302553-d0hk4ipg	440	32	weeks	week	NNS
cord-302553-d0hk4ipg	440	33	.	.	.
cord-302553-d0hk4ipg	441	1	and	and	CC
cord-302553-d0hk4ipg	441	2	ILI%	ili%	DT
cord-302553-d0hk4ipg	441	3	from	from	IN
cord-302553-d0hk4ipg	441	4	the	the	DT
cord-302553-d0hk4ipg	441	5	CDC	CDC	NNP
cord-302553-d0hk4ipg	441	6	.	.	.
cord-302553-d0hk4ipg	442	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	442	2	can	can	MD
cord-302553-d0hk4ipg	442	3	be	be	VB
cord-302553-d0hk4ipg	442	4	seen	see	VBN
cord-302553-d0hk4ipg	442	5	in	in	IN
cord-302553-d0hk4ipg	442	6	Figure	figure	NN
cord-302553-d0hk4ipg	442	7	15	15	CD
cord-302553-d0hk4ipg	442	8	;	;	:
cord-302553-d0hk4ipg	442	9	the	the	DT
cord-302553-d0hk4ipg	442	10	flu	flu	NN
cord-302553-d0hk4ipg	442	11	data	datum	NNS
cord-302553-d0hk4ipg	442	12	perceived	perceive	VBN
cord-302553-d0hk4ipg	442	13	on	on	IN
cord-302553-d0hk4ipg	442	14	social	social	JJ
cord-302553-d0hk4ipg	442	15	media	medium	NNS
cord-302553-d0hk4ipg	442	16	can	can	MD
cord-302553-d0hk4ipg	442	17	reflect	reflect	VB
cord-302553-d0hk4ipg	442	18	the	the	DT
cord-302553-d0hk4ipg	442	19	trend	trend	NN
cord-302553-d0hk4ipg	442	20	of	of	IN
cord-302553-d0hk4ipg	442	21	official	official	JJ
cord-302553-d0hk4ipg	442	22	ILI	ILI	NNP
cord-302553-d0hk4ipg	442	23	data	datum	NNS
cord-302553-d0hk4ipg	442	24	and	and	CC
cord-302553-d0hk4ipg	442	25	report	report	NN
cord-302553-d0hk4ipg	442	26	changes	change	NNS
cord-302553-d0hk4ipg	442	27	and	and	CC
cord-302553-d0hk4ipg	442	28	peaks	peak	NNS
cord-302553-d0hk4ipg	442	29	earlier	early	RBR
cord-302553-d0hk4ipg	442	30	in	in	IN
cord-302553-d0hk4ipg	442	31	certain	certain	JJ
cord-302553-d0hk4ipg	442	32	weeks	week	NNS
cord-302553-d0hk4ipg	442	33	.	.	.
cord-302553-d0hk4ipg	443	1	Two	two	CD
cord-302553-d0hk4ipg	443	2	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	443	3	neural	neural	JJ
cord-302553-d0hk4ipg	443	4	networks	network	NNS
cord-302553-d0hk4ipg	443	5	were	be	VBD
cord-302553-d0hk4ipg	443	6	built	build	VBN
cord-302553-d0hk4ipg	443	7	to	to	TO
cord-302553-d0hk4ipg	443	8	classify	classify	VB
cord-302553-d0hk4ipg	443	9	the	the	DT
cord-302553-d0hk4ipg	443	10	sentiment	sentiment	NN
cord-302553-d0hk4ipg	443	11	polarity	polarity	NN
cord-302553-d0hk4ipg	443	12	and	and	CC
cord-302553-d0hk4ipg	443	13	flu	flu	NN
cord-302553-d0hk4ipg	443	14	-	-	HYPH
cord-302553-d0hk4ipg	443	15	period	period	NN
cord-302553-d0hk4ipg	443	16	in	in	IN
cord-302553-d0hk4ipg	443	17	this	this	DT
cord-302553-d0hk4ipg	443	18	paper	paper	NN
cord-302553-d0hk4ipg	443	19	.	.	.
cord-302553-d0hk4ipg	444	1	The	the	DT
cord-302553-d0hk4ipg	444	2	input	input	NN
cord-302553-d0hk4ipg	444	3	is	be	VBZ
cord-302553-d0hk4ipg	444	4	the	the	DT
cord-302553-d0hk4ipg	444	5	word	word	NN
cord-302553-d0hk4ipg	444	6	embedding	embed	VBG
cord-302553-d0hk4ipg	444	7	trained	train	VBN
cord-302553-d0hk4ipg	444	8	by	by	IN
cord-302553-d0hk4ipg	444	9	the	the	DT
cord-302553-d0hk4ipg	444	10	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	444	11	based	base	VBN
cord-302553-d0hk4ipg	444	12	on	on	IN
cord-302553-d0hk4ipg	444	13	the	the	DT
cord-302553-d0hk4ipg	444	14	corpus	corpus	NN
cord-302553-d0hk4ipg	444	15	of	of	IN
cord-302553-d0hk4ipg	444	16	flurelated	flurelated	NNP
cord-302553-d0hk4ipg	444	17	weibos	weibos	NNP
cord-302553-d0hk4ipg	444	18	.	.	.
cord-302553-d0hk4ipg	445	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	445	2	is	be	VBZ
cord-302553-d0hk4ipg	445	3	worthwhile	worthwhile	JJ
cord-302553-d0hk4ipg	445	4	to	to	TO
cord-302553-d0hk4ipg	445	5	note	note	VB
cord-302553-d0hk4ipg	445	6	that	that	IN
cord-302553-d0hk4ipg	445	7	the	the	DT
cord-302553-d0hk4ipg	445	8	dimension	dimension	NN
cord-302553-d0hk4ipg	445	9	of	of	IN
cord-302553-d0hk4ipg	445	10	the	the	DT
cord-302553-d0hk4ipg	445	11	word	word	NN
cord-302553-d0hk4ipg	445	12	embedding	embedding	NN
cord-302553-d0hk4ipg	445	13	for	for	IN
cord-302553-d0hk4ipg	445	14	the	the	DT
cord-302553-d0hk4ipg	445	15	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	445	16	input	input	NN
cord-302553-d0hk4ipg	445	17	is	be	VBZ
cord-302553-d0hk4ipg	445	18	the	the	DT
cord-302553-d0hk4ipg	445	19	original	original	JJ
cord-302553-d0hk4ipg	445	20	word	word	NN
cord-302553-d0hk4ipg	445	21	embedding	embedding	NN
cord-302553-d0hk4ipg	445	22	training	training	NN
cord-302553-d0hk4ipg	445	23	,	,	,
cord-302553-d0hk4ipg	445	24	which	which	WDT
cord-302553-d0hk4ipg	445	25	resulted	result	VBD
cord-302553-d0hk4ipg	445	26	in	in	IN
cord-302553-d0hk4ipg	445	27	128	128	CD
cord-302553-d0hk4ipg	445	28	dimensions	dimension	NNS
cord-302553-d0hk4ipg	445	29	.	.	.
cord-302553-d0hk4ipg	446	1	The	the	DT
cord-302553-d0hk4ipg	446	2	output	output	NN
cord-302553-d0hk4ipg	446	3	of	of	IN
cord-302553-d0hk4ipg	446	4	the	the	DT
cord-302553-d0hk4ipg	446	5	network	network	NN
cord-302553-d0hk4ipg	446	6	is	be	VBZ
cord-302553-d0hk4ipg	446	7	0	0	CD
cord-302553-d0hk4ipg	446	8	or	or	CC
cord-302553-d0hk4ipg	446	9	1	1	CD
cord-302553-d0hk4ipg	446	10	.	.	.
cord-302553-d0hk4ipg	447	1	For	for	IN
cord-302553-d0hk4ipg	447	2	the	the	DT
cord-302553-d0hk4ipg	447	3	sentiment	sentiment	NN
cord-302553-d0hk4ipg	447	4	classification	classification	NN
cord-302553-d0hk4ipg	447	5	,	,	,
cord-302553-d0hk4ipg	447	6	the	the	DT
cord-302553-d0hk4ipg	447	7	output	output	NN
cord-302553-d0hk4ipg	447	8	"	"	``
cord-302553-d0hk4ipg	447	9	0	0	CD
cord-302553-d0hk4ipg	447	10	"	"	''
cord-302553-d0hk4ipg	447	11	represents	represent	VBZ
cord-302553-d0hk4ipg	447	12	negative	negative	JJ
cord-302553-d0hk4ipg	447	13	sentiment	sentiment	NN
cord-302553-d0hk4ipg	447	14	,	,	,
cord-302553-d0hk4ipg	447	15	while	while	IN
cord-302553-d0hk4ipg	447	16	the	the	DT
cord-302553-d0hk4ipg	447	17	output	output	NN
cord-302553-d0hk4ipg	447	18	"	"	``
cord-302553-d0hk4ipg	447	19	1	1	CD
cord-302553-d0hk4ipg	447	20	"	"	''
cord-302553-d0hk4ipg	447	21	denotes	denote	VBZ
cord-302553-d0hk4ipg	447	22	positive	positive	JJ
cord-302553-d0hk4ipg	447	23	sentiment	sentiment	NN
cord-302553-d0hk4ipg	447	24	.	.	.
cord-302553-d0hk4ipg	448	1	For	for	IN
cord-302553-d0hk4ipg	448	2	the	the	DT
cord-302553-d0hk4ipg	448	3	flu	flu	NN
cord-302553-d0hk4ipg	448	4	-	-	HYPH
cord-302553-d0hk4ipg	448	5	period	period	NN
cord-302553-d0hk4ipg	448	6	classification	classification	NN
cord-302553-d0hk4ipg	448	7	,	,	,
cord-302553-d0hk4ipg	448	8	the	the	DT
cord-302553-d0hk4ipg	448	9	output	output	NN
cord-302553-d0hk4ipg	448	10	"	"	``
cord-302553-d0hk4ipg	448	11	0	0	CD
cord-302553-d0hk4ipg	448	12	"	"	''
cord-302553-d0hk4ipg	448	13	implies	imply	VBZ
cord-302553-d0hk4ipg	448	14	that	that	IN
cord-302553-d0hk4ipg	448	15	the	the	DT
cord-302553-d0hk4ipg	448	16	blogger	blogger	NN
cord-302553-d0hk4ipg	448	17	is	be	VBZ
cord-302553-d0hk4ipg	448	18	infected	infect	VBN
cord-302553-d0hk4ipg	448	19	,	,	,
cord-302553-d0hk4ipg	448	20	while	while	IN
cord-302553-d0hk4ipg	448	21	the	the	DT
cord-302553-d0hk4ipg	448	22	output	output	NN
cord-302553-d0hk4ipg	448	23	"	"	``
cord-302553-d0hk4ipg	448	24	1	1	CD
cord-302553-d0hk4ipg	448	25	"	"	''
cord-302553-d0hk4ipg	448	26	implies	imply	VBZ
cord-302553-d0hk4ipg	448	27	that	that	IN
cord-302553-d0hk4ipg	448	28	the	the	DT
cord-302553-d0hk4ipg	448	29	blogger	blogger	NN
cord-302553-d0hk4ipg	448	30	is	be	VBZ
cord-302553-d0hk4ipg	448	31	recovered	recover	VBN
cord-302553-d0hk4ipg	448	32	.	.	.
cord-302553-d0hk4ipg	449	1	In	in	IN
cord-302553-d0hk4ipg	449	2	the	the	DT
cord-302553-d0hk4ipg	449	3	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	449	4	for	for	IN
cord-302553-d0hk4ipg	449	5	sentiment	sentiment	NN
cord-302553-d0hk4ipg	449	6	classification	classification	NN
cord-302553-d0hk4ipg	449	7	,	,	,
cord-302553-d0hk4ipg	449	8	the	the	DT
cord-302553-d0hk4ipg	449	9	accuracy	accuracy	NN
cord-302553-d0hk4ipg	449	10	of	of	IN
cord-302553-d0hk4ipg	449	11	the	the	DT
cord-302553-d0hk4ipg	449	12	test	test	NN
cord-302553-d0hk4ipg	449	13	set	set	VBN
cord-302553-d0hk4ipg	449	14	reached	reach	VBD
cord-302553-d0hk4ipg	449	15	0.844	0.844	CD
cord-302553-d0hk4ipg	449	16	after	after	IN
cord-302553-d0hk4ipg	449	17	30	30	CD
cord-302553-d0hk4ipg	449	18	steps	step	NNS
cord-302553-d0hk4ipg	449	19	of	of	IN
cord-302553-d0hk4ipg	449	20	training	training	NN
cord-302553-d0hk4ipg	449	21	.	.	.
cord-302553-d0hk4ipg	450	1	In	in	IN
cord-302553-d0hk4ipg	450	2	the	the	DT
cord-302553-d0hk4ipg	450	3	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	450	4	for	for	IN
cord-302553-d0hk4ipg	450	5	flu	flu	NN
cord-302553-d0hk4ipg	450	6	-	-	HYPH
cord-302553-d0hk4ipg	450	7	period	period	NN
cord-302553-d0hk4ipg	450	8	classification	classification	NN
cord-302553-d0hk4ipg	450	9	,	,	,
cord-302553-d0hk4ipg	450	10	the	the	DT
cord-302553-d0hk4ipg	450	11	accuracy	accuracy	NN
cord-302553-d0hk4ipg	450	12	of	of	IN
cord-302553-d0hk4ipg	450	13	the	the	DT
cord-302553-d0hk4ipg	450	14	test	test	NN
cord-302553-d0hk4ipg	450	15	set	set	VBN
cord-302553-d0hk4ipg	450	16	reached	reach	VBD
cord-302553-d0hk4ipg	450	17	0.876	0.876	CD
cord-302553-d0hk4ipg	450	18	after	after	IN
cord-302553-d0hk4ipg	450	19	30	30	CD
cord-302553-d0hk4ipg	450	20	steps	step	NNS
cord-302553-d0hk4ipg	450	21	of	of	IN
cord-302553-d0hk4ipg	450	22	training	training	NN
cord-302553-d0hk4ipg	450	23	.	.	.
cord-302553-d0hk4ipg	451	1	The	the	DT
cord-302553-d0hk4ipg	451	2	statistical	statistical	JJ
cord-302553-d0hk4ipg	451	3	result	result	NN
cord-302553-d0hk4ipg	451	4	of	of	IN
cord-302553-d0hk4ipg	451	5	the	the	DT
cord-302553-d0hk4ipg	451	6	test	test	NN
cord-302553-d0hk4ipg	451	7	set	set	VBN
cord-302553-d0hk4ipg	451	8	of	of	IN
cord-302553-d0hk4ipg	451	9	4590	4590	CD
cord-302553-d0hk4ipg	451	10	weibos	weibos	NNP
cord-302553-d0hk4ipg	451	11	was	be	VBD
cord-302553-d0hk4ipg	451	12	counted	count	VBN
cord-302553-d0hk4ipg	451	13	to	to	TO
cord-302553-d0hk4ipg	451	14	compare	compare	VB
cord-302553-d0hk4ipg	451	15	the	the	DT
cord-302553-d0hk4ipg	451	16	relationship	relationship	NN
cord-302553-d0hk4ipg	451	17	between	between	IN
cord-302553-d0hk4ipg	451	18	the	the	DT
cord-302553-d0hk4ipg	451	19	flu	flu	NN
cord-302553-d0hk4ipg	451	20	-	-	HYPH
cord-302553-d0hk4ipg	451	21	period	period	NN
cord-302553-d0hk4ipg	451	22	and	and	CC
cord-302553-d0hk4ipg	451	23	the	the	DT
cord-302553-d0hk4ipg	451	24	sentiment	sentiment	NN
cord-302553-d0hk4ipg	451	25	polarity	polarity	NN
cord-302553-d0hk4ipg	451	26	.	.	.
cord-302553-d0hk4ipg	452	1	The	the	DT
cord-302553-d0hk4ipg	452	2	prediction	prediction	NN
cord-302553-d0hk4ipg	452	3	result	result	NN
cord-302553-d0hk4ipg	452	4	was	be	VBD
cord-302553-d0hk4ipg	452	5	876	876	CD
cord-302553-d0hk4ipg	452	6	,	,	,
cord-302553-d0hk4ipg	452	7	in	in	IN
cord-302553-d0hk4ipg	452	8	which	which	WDT
cord-302553-d0hk4ipg	452	9	the	the	DT
cord-302553-d0hk4ipg	452	10	weibos	weibos	NNP
cord-302553-d0hk4ipg	452	11	simultaneously	simultaneously	RB
cord-302553-d0hk4ipg	452	12	show	show	VBP
cord-302553-d0hk4ipg	452	13	positive	positive	JJ
cord-302553-d0hk4ipg	452	14	sentiment	sentiment	NN
cord-302553-d0hk4ipg	452	15	and	and	CC
cord-302553-d0hk4ipg	452	16	the	the	DT
cord-302553-d0hk4ipg	452	17	recovered	recovered	JJ
cord-302553-d0hk4ipg	452	18	period	period	NN
cord-302553-d0hk4ipg	452	19	,	,	,
cord-302553-d0hk4ipg	452	20	shown	show	VBN
cord-302553-d0hk4ipg	452	21	in	in	IN
cord-302553-d0hk4ipg	452	22	Table	Table	NNP
cord-302553-d0hk4ipg	452	23	 	 	_SP
cord-302553-d0hk4ipg	452	24	3	3	CD
cord-302553-d0hk4ipg	452	25	;	;	:
cord-302553-d0hk4ipg	452	26	the	the	DT
cord-302553-d0hk4ipg	452	27	other	other	JJ
cord-302553-d0hk4ipg	452	28	types	type	NNS
cord-302553-d0hk4ipg	452	29	of	of	IN
cord-302553-d0hk4ipg	452	30	prediction	prediction	NN
cord-302553-d0hk4ipg	452	31	results	result	NNS
cord-302553-d0hk4ipg	452	32	are	be	VBP
cord-302553-d0hk4ipg	452	33	also	also	RB
cord-302553-d0hk4ipg	452	34	shown	show	VBN
cord-302553-d0hk4ipg	452	35	in	in	IN
cord-302553-d0hk4ipg	452	36	Table	Table	NNP
cord-302553-d0hk4ipg	452	37	3	3	CD
cord-302553-d0hk4ipg	452	38	.	.	.
cord-302553-d0hk4ipg	453	1	Apart	apart	RB
cord-302553-d0hk4ipg	453	2	from	from	IN
cord-302553-d0hk4ipg	453	3	these	these	DT
cord-302553-d0hk4ipg	453	4	findings	finding	NNS
cord-302553-d0hk4ipg	453	5	,	,	,
cord-302553-d0hk4ipg	453	6	we	-PRON-	PRP
cord-302553-d0hk4ipg	453	7	also	also	RB
cord-302553-d0hk4ipg	453	8	counted	count	VBD
cord-302553-d0hk4ipg	453	9	the	the	DT
cord-302553-d0hk4ipg	453	10	number	number	NN
cord-302553-d0hk4ipg	453	11	of	of	IN
cord-302553-d0hk4ipg	453	12	correct	correct	JJ
cord-302553-d0hk4ipg	453	13	weibos	weibos	NNP
cord-302553-d0hk4ipg	453	14	to	to	TO
cord-302553-d0hk4ipg	453	15	predict	predict	VB
cord-302553-d0hk4ipg	453	16	the	the	DT
cord-302553-d0hk4ipg	453	17	flu	flu	NN
cord-302553-d0hk4ipg	453	18	-	-	HYPH
cord-302553-d0hk4ipg	453	19	period	period	NN
cord-302553-d0hk4ipg	453	20	in	in	IN
cord-302553-d0hk4ipg	453	21	the	the	DT
cord-302553-d0hk4ipg	453	22	four	four	CD
cord-302553-d0hk4ipg	453	23	types	type	NNS
cord-302553-d0hk4ipg	453	24	of	of	IN
cord-302553-d0hk4ipg	453	25	prediction	prediction	NN
cord-302553-d0hk4ipg	453	26	results	result	NNS
cord-302553-d0hk4ipg	453	27	.	.	.
cord-302553-d0hk4ipg	454	1	The	the	DT
cord-302553-d0hk4ipg	454	2	statistics	statistic	NNS
cord-302553-d0hk4ipg	454	3	are	be	VBP
cord-302553-d0hk4ipg	454	4	shown	show	VBN
cord-302553-d0hk4ipg	454	5	in	in	IN
cord-302553-d0hk4ipg	454	6	Table	Table	NNP
cord-302553-d0hk4ipg	454	7	4	4	CD
cord-302553-d0hk4ipg	454	8	.	.	.
cord-302553-d0hk4ipg	455	1	Two	two	CD
cord-302553-d0hk4ipg	455	2	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	455	3	neural	neural	JJ
cord-302553-d0hk4ipg	455	4	networks	network	NNS
cord-302553-d0hk4ipg	455	5	were	be	VBD
cord-302553-d0hk4ipg	455	6	built	build	VBN
cord-302553-d0hk4ipg	455	7	to	to	TO
cord-302553-d0hk4ipg	455	8	classify	classify	VB
cord-302553-d0hk4ipg	455	9	the	the	DT
cord-302553-d0hk4ipg	455	10	sentiment	sentiment	NN
cord-302553-d0hk4ipg	455	11	polarity	polarity	NN
cord-302553-d0hk4ipg	455	12	and	and	CC
cord-302553-d0hk4ipg	455	13	flu	flu	NN
cord-302553-d0hk4ipg	455	14	-	-	HYPH
cord-302553-d0hk4ipg	455	15	period	period	NN
cord-302553-d0hk4ipg	455	16	in	in	IN
cord-302553-d0hk4ipg	455	17	this	this	DT
cord-302553-d0hk4ipg	455	18	paper	paper	NN
cord-302553-d0hk4ipg	455	19	.	.	.
cord-302553-d0hk4ipg	456	1	The	the	DT
cord-302553-d0hk4ipg	456	2	input	input	NN
cord-302553-d0hk4ipg	456	3	is	be	VBZ
cord-302553-d0hk4ipg	456	4	the	the	DT
cord-302553-d0hk4ipg	456	5	word	word	NN
cord-302553-d0hk4ipg	456	6	embedding	embed	VBG
cord-302553-d0hk4ipg	456	7	trained	train	VBN
cord-302553-d0hk4ipg	456	8	by	by	IN
cord-302553-d0hk4ipg	456	9	the	the	DT
cord-302553-d0hk4ipg	456	10	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	456	11	based	base	VBN
cord-302553-d0hk4ipg	456	12	on	on	IN
cord-302553-d0hk4ipg	456	13	the	the	DT
cord-302553-d0hk4ipg	456	14	corpus	corpus	NN
cord-302553-d0hk4ipg	456	15	of	of	IN
cord-302553-d0hk4ipg	456	16	flu	flu	NN
cord-302553-d0hk4ipg	456	17	-	-	HYPH
cord-302553-d0hk4ipg	456	18	related	relate	VBN
cord-302553-d0hk4ipg	456	19	weibos	weibos	NNP
cord-302553-d0hk4ipg	456	20	.	.	.
cord-302553-d0hk4ipg	457	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	457	2	is	be	VBZ
cord-302553-d0hk4ipg	457	3	worthwhile	worthwhile	JJ
cord-302553-d0hk4ipg	457	4	to	to	TO
cord-302553-d0hk4ipg	457	5	note	note	VB
cord-302553-d0hk4ipg	457	6	that	that	IN
cord-302553-d0hk4ipg	457	7	the	the	DT
cord-302553-d0hk4ipg	457	8	dimension	dimension	NN
cord-302553-d0hk4ipg	457	9	of	of	IN
cord-302553-d0hk4ipg	457	10	the	the	DT
cord-302553-d0hk4ipg	457	11	word	word	NN
cord-302553-d0hk4ipg	457	12	embedding	embedding	NN
cord-302553-d0hk4ipg	457	13	for	for	IN
cord-302553-d0hk4ipg	457	14	the	the	DT
cord-302553-d0hk4ipg	457	15	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	457	16	input	input	NN
cord-302553-d0hk4ipg	457	17	is	be	VBZ
cord-302553-d0hk4ipg	457	18	the	the	DT
cord-302553-d0hk4ipg	457	19	original	original	JJ
cord-302553-d0hk4ipg	457	20	word	word	NN
cord-302553-d0hk4ipg	457	21	embedding	embedding	NN
cord-302553-d0hk4ipg	457	22	training	training	NN
cord-302553-d0hk4ipg	457	23	,	,	,
cord-302553-d0hk4ipg	457	24	which	which	WDT
cord-302553-d0hk4ipg	457	25	resulted	result	VBD
cord-302553-d0hk4ipg	457	26	in	in	IN
cord-302553-d0hk4ipg	457	27	128	128	CD
cord-302553-d0hk4ipg	457	28	dimensions	dimension	NNS
cord-302553-d0hk4ipg	457	29	.	.	.
cord-302553-d0hk4ipg	458	1	The	the	DT
cord-302553-d0hk4ipg	458	2	output	output	NN
cord-302553-d0hk4ipg	458	3	of	of	IN
cord-302553-d0hk4ipg	458	4	the	the	DT
cord-302553-d0hk4ipg	458	5	network	network	NN
cord-302553-d0hk4ipg	458	6	is	be	VBZ
cord-302553-d0hk4ipg	458	7	0	0	CD
cord-302553-d0hk4ipg	458	8	or	or	CC
cord-302553-d0hk4ipg	458	9	1	1	CD
cord-302553-d0hk4ipg	458	10	.	.	.
cord-302553-d0hk4ipg	459	1	For	for	IN
cord-302553-d0hk4ipg	459	2	the	the	DT
cord-302553-d0hk4ipg	459	3	sentiment	sentiment	NN
cord-302553-d0hk4ipg	459	4	classification	classification	NN
cord-302553-d0hk4ipg	459	5	,	,	,
cord-302553-d0hk4ipg	459	6	the	the	DT
cord-302553-d0hk4ipg	459	7	output	output	NN
cord-302553-d0hk4ipg	459	8	"	"	``
cord-302553-d0hk4ipg	459	9	0	0	CD
cord-302553-d0hk4ipg	459	10	"	"	''
cord-302553-d0hk4ipg	459	11	represents	represent	VBZ
cord-302553-d0hk4ipg	459	12	negative	negative	JJ
cord-302553-d0hk4ipg	459	13	sentiment	sentiment	NN
cord-302553-d0hk4ipg	459	14	,	,	,
cord-302553-d0hk4ipg	459	15	while	while	IN
cord-302553-d0hk4ipg	459	16	the	the	DT
cord-302553-d0hk4ipg	459	17	output	output	NN
cord-302553-d0hk4ipg	459	18	"	"	``
cord-302553-d0hk4ipg	459	19	1	1	CD
cord-302553-d0hk4ipg	459	20	"	"	''
cord-302553-d0hk4ipg	459	21	denotes	denote	VBZ
cord-302553-d0hk4ipg	459	22	positive	positive	JJ
cord-302553-d0hk4ipg	459	23	sentiment	sentiment	NN
cord-302553-d0hk4ipg	459	24	.	.	.
cord-302553-d0hk4ipg	460	1	For	for	IN
cord-302553-d0hk4ipg	460	2	the	the	DT
cord-302553-d0hk4ipg	460	3	flu	flu	NN
cord-302553-d0hk4ipg	460	4	-	-	HYPH
cord-302553-d0hk4ipg	460	5	period	period	NN
cord-302553-d0hk4ipg	460	6	classification	classification	NN
cord-302553-d0hk4ipg	460	7	,	,	,
cord-302553-d0hk4ipg	460	8	the	the	DT
cord-302553-d0hk4ipg	460	9	output	output	NN
cord-302553-d0hk4ipg	460	10	"	"	``
cord-302553-d0hk4ipg	460	11	0	0	CD
cord-302553-d0hk4ipg	460	12	"	"	''
cord-302553-d0hk4ipg	460	13	implies	imply	VBZ
cord-302553-d0hk4ipg	460	14	that	that	IN
cord-302553-d0hk4ipg	460	15	the	the	DT
cord-302553-d0hk4ipg	460	16	blogger	blogger	NN
cord-302553-d0hk4ipg	460	17	is	be	VBZ
cord-302553-d0hk4ipg	460	18	infected	infect	VBN
cord-302553-d0hk4ipg	460	19	,	,	,
cord-302553-d0hk4ipg	460	20	while	while	IN
cord-302553-d0hk4ipg	460	21	the	the	DT
cord-302553-d0hk4ipg	460	22	output	output	NN
cord-302553-d0hk4ipg	460	23	"	"	``
cord-302553-d0hk4ipg	460	24	1	1	CD
cord-302553-d0hk4ipg	460	25	"	"	''
cord-302553-d0hk4ipg	460	26	implies	imply	VBZ
cord-302553-d0hk4ipg	460	27	that	that	IN
cord-302553-d0hk4ipg	460	28	the	the	DT
cord-302553-d0hk4ipg	460	29	blogger	blogger	NN
cord-302553-d0hk4ipg	460	30	is	be	VBZ
cord-302553-d0hk4ipg	460	31	recovered	recover	VBN
cord-302553-d0hk4ipg	460	32	.	.	.
cord-302553-d0hk4ipg	461	1	In	in	IN
cord-302553-d0hk4ipg	461	2	the	the	DT
cord-302553-d0hk4ipg	461	3	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	461	4	for	for	IN
cord-302553-d0hk4ipg	461	5	sentiment	sentiment	NN
cord-302553-d0hk4ipg	461	6	classification	classification	NN
cord-302553-d0hk4ipg	461	7	,	,	,
cord-302553-d0hk4ipg	461	8	the	the	DT
cord-302553-d0hk4ipg	461	9	accuracy	accuracy	NN
cord-302553-d0hk4ipg	461	10	of	of	IN
cord-302553-d0hk4ipg	461	11	the	the	DT
cord-302553-d0hk4ipg	461	12	test	test	NN
cord-302553-d0hk4ipg	461	13	set	set	VBN
cord-302553-d0hk4ipg	461	14	reached	reach	VBD
cord-302553-d0hk4ipg	461	15	0.844	0.844	CD
cord-302553-d0hk4ipg	461	16	after	after	IN
cord-302553-d0hk4ipg	461	17	30	30	CD
cord-302553-d0hk4ipg	461	18	steps	step	NNS
cord-302553-d0hk4ipg	461	19	of	of	IN
cord-302553-d0hk4ipg	461	20	training	training	NN
cord-302553-d0hk4ipg	461	21	.	.	.
cord-302553-d0hk4ipg	462	1	In	in	IN
cord-302553-d0hk4ipg	462	2	the	the	DT
cord-302553-d0hk4ipg	462	3	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	462	4	for	for	IN
cord-302553-d0hk4ipg	462	5	flu	flu	NN
cord-302553-d0hk4ipg	462	6	-	-	HYPH
cord-302553-d0hk4ipg	462	7	period	period	NN
cord-302553-d0hk4ipg	462	8	classification	classification	NN
cord-302553-d0hk4ipg	462	9	,	,	,
cord-302553-d0hk4ipg	462	10	the	the	DT
cord-302553-d0hk4ipg	462	11	accuracy	accuracy	NN
cord-302553-d0hk4ipg	462	12	of	of	IN
cord-302553-d0hk4ipg	462	13	the	the	DT
cord-302553-d0hk4ipg	462	14	test	test	NN
cord-302553-d0hk4ipg	462	15	set	set	VBN
cord-302553-d0hk4ipg	462	16	reached	reach	VBD
cord-302553-d0hk4ipg	462	17	0.876	0.876	CD
cord-302553-d0hk4ipg	462	18	after	after	IN
cord-302553-d0hk4ipg	462	19	30	30	CD
cord-302553-d0hk4ipg	462	20	steps	step	NNS
cord-302553-d0hk4ipg	462	21	of	of	IN
cord-302553-d0hk4ipg	462	22	training	training	NN
cord-302553-d0hk4ipg	462	23	.	.	.
cord-302553-d0hk4ipg	463	1	The	the	DT
cord-302553-d0hk4ipg	463	2	statistical	statistical	JJ
cord-302553-d0hk4ipg	463	3	result	result	NN
cord-302553-d0hk4ipg	463	4	of	of	IN
cord-302553-d0hk4ipg	463	5	the	the	DT
cord-302553-d0hk4ipg	463	6	test	test	NN
cord-302553-d0hk4ipg	463	7	set	set	VBN
cord-302553-d0hk4ipg	463	8	of	of	IN
cord-302553-d0hk4ipg	463	9	4590	4590	CD
cord-302553-d0hk4ipg	463	10	weibos	weibos	NNP
cord-302553-d0hk4ipg	463	11	was	be	VBD
cord-302553-d0hk4ipg	463	12	counted	count	VBN
cord-302553-d0hk4ipg	463	13	to	to	TO
cord-302553-d0hk4ipg	463	14	compare	compare	VB
cord-302553-d0hk4ipg	463	15	the	the	DT
cord-302553-d0hk4ipg	463	16	relationship	relationship	NN
cord-302553-d0hk4ipg	463	17	between	between	IN
cord-302553-d0hk4ipg	463	18	the	the	DT
cord-302553-d0hk4ipg	463	19	flu	flu	NN
cord-302553-d0hk4ipg	463	20	-	-	HYPH
cord-302553-d0hk4ipg	463	21	period	period	NN
cord-302553-d0hk4ipg	463	22	and	and	CC
cord-302553-d0hk4ipg	463	23	the	the	DT
cord-302553-d0hk4ipg	463	24	sentiment	sentiment	NN
cord-302553-d0hk4ipg	463	25	polarity	polarity	NN
cord-302553-d0hk4ipg	463	26	.	.	.
cord-302553-d0hk4ipg	464	1	The	the	DT
cord-302553-d0hk4ipg	464	2	prediction	prediction	NN
cord-302553-d0hk4ipg	464	3	result	result	NN
cord-302553-d0hk4ipg	464	4	was	be	VBD
cord-302553-d0hk4ipg	464	5	876	876	CD
cord-302553-d0hk4ipg	464	6	,	,	,
cord-302553-d0hk4ipg	464	7	in	in	IN
cord-302553-d0hk4ipg	464	8	which	which	WDT
cord-302553-d0hk4ipg	464	9	the	the	DT
cord-302553-d0hk4ipg	464	10	weibos	weibos	NNP
cord-302553-d0hk4ipg	464	11	simultaneously	simultaneously	RB
cord-302553-d0hk4ipg	464	12	show	show	VBP
cord-302553-d0hk4ipg	464	13	positive	positive	JJ
cord-302553-d0hk4ipg	464	14	sentiment	sentiment	NN
cord-302553-d0hk4ipg	464	15	and	and	CC
cord-302553-d0hk4ipg	464	16	the	the	DT
cord-302553-d0hk4ipg	464	17	recovered	recovered	JJ
cord-302553-d0hk4ipg	464	18	period	period	NN
cord-302553-d0hk4ipg	464	19	,	,	,
cord-302553-d0hk4ipg	464	20	shown	show	VBN
cord-302553-d0hk4ipg	464	21	in	in	IN
cord-302553-d0hk4ipg	464	22	Table	Table	NNP
cord-302553-d0hk4ipg	464	23	3	3	CD
cord-302553-d0hk4ipg	464	24	;	;	:
cord-302553-d0hk4ipg	464	25	the	the	DT
cord-302553-d0hk4ipg	464	26	other	other	JJ
cord-302553-d0hk4ipg	464	27	types	type	NNS
cord-302553-d0hk4ipg	464	28	of	of	IN
cord-302553-d0hk4ipg	464	29	prediction	prediction	NN
cord-302553-d0hk4ipg	464	30	results	result	NNS
cord-302553-d0hk4ipg	464	31	are	be	VBP
cord-302553-d0hk4ipg	464	32	also	also	RB
cord-302553-d0hk4ipg	464	33	shown	show	VBN
cord-302553-d0hk4ipg	464	34	in	in	IN
cord-302553-d0hk4ipg	464	35	Table	Table	NNP
cord-302553-d0hk4ipg	464	36	3	3	CD
cord-302553-d0hk4ipg	464	37	.	.	.
cord-302553-d0hk4ipg	465	1	Apart	apart	RB
cord-302553-d0hk4ipg	465	2	from	from	IN
cord-302553-d0hk4ipg	465	3	these	these	DT
cord-302553-d0hk4ipg	465	4	findings	finding	NNS
cord-302553-d0hk4ipg	465	5	,	,	,
cord-302553-d0hk4ipg	465	6	we	-PRON-	PRP
cord-302553-d0hk4ipg	465	7	also	also	RB
cord-302553-d0hk4ipg	465	8	counted	count	VBD
cord-302553-d0hk4ipg	465	9	the	the	DT
cord-302553-d0hk4ipg	465	10	number	number	NN
cord-302553-d0hk4ipg	465	11	of	of	IN
cord-302553-d0hk4ipg	465	12	correct	correct	JJ
cord-302553-d0hk4ipg	465	13	weibos	weibos	NNP
cord-302553-d0hk4ipg	465	14	to	to	TO
cord-302553-d0hk4ipg	465	15	predict	predict	VB
cord-302553-d0hk4ipg	465	16	the	the	DT
cord-302553-d0hk4ipg	465	17	flu	flu	NN
cord-302553-d0hk4ipg	465	18	-	-	HYPH
cord-302553-d0hk4ipg	465	19	period	period	NN
cord-302553-d0hk4ipg	465	20	in	in	IN
cord-302553-d0hk4ipg	465	21	the	the	DT
cord-302553-d0hk4ipg	465	22	four	four	CD
cord-302553-d0hk4ipg	465	23	types	type	NNS
cord-302553-d0hk4ipg	465	24	of	of	IN
cord-302553-d0hk4ipg	465	25	prediction	prediction	NN
cord-302553-d0hk4ipg	465	26	results	result	NNS
cord-302553-d0hk4ipg	465	27	.	.	.
cord-302553-d0hk4ipg	466	1	The	the	DT
cord-302553-d0hk4ipg	466	2	statistics	statistic	NNS
cord-302553-d0hk4ipg	466	3	are	be	VBP
cord-302553-d0hk4ipg	466	4	shown	show	VBN
cord-302553-d0hk4ipg	466	5	in	in	IN
cord-302553-d0hk4ipg	466	6	Table	Table	NNP
cord-302553-d0hk4ipg	466	7	4	4	CD
cord-302553-d0hk4ipg	466	8	.	.	.
cord-302553-d0hk4ipg	467	1	The	the	DT
cord-302553-d0hk4ipg	467	2	overall	overall	JJ
cord-302553-d0hk4ipg	467	3	accuracy	accuracy	NN
cord-302553-d0hk4ipg	467	4	rate	rate	NN
cord-302553-d0hk4ipg	467	5	is	be	VBZ
cord-302553-d0hk4ipg	467	6	shown	show	VBN
cord-302553-d0hk4ipg	467	7	as	as	IN
cord-302553-d0hk4ipg	467	8	follows	follow	VBZ
cord-302553-d0hk4ipg	467	9	,	,	,
cord-302553-d0hk4ipg	467	10	Weibos	Weibos	NNP
cord-302553-d0hk4ipg	467	11	for	for	IN
cord-302553-d0hk4ipg	467	12	both	both	DT
cord-302553-d0hk4ipg	467	13	positive	positive	JJ
cord-302553-d0hk4ipg	467	14	sentiment	sentiment	NN
cord-302553-d0hk4ipg	467	15	and	and	CC
cord-302553-d0hk4ipg	467	16	the	the	DT
cord-302553-d0hk4ipg	467	17	recovered	recovered	JJ
cord-302553-d0hk4ipg	467	18	period	period	NN
cord-302553-d0hk4ipg	467	19	and	and	CC
cord-302553-d0hk4ipg	467	20	weibos	weibos	NNP
cord-302553-d0hk4ipg	467	21	for	for	IN
cord-302553-d0hk4ipg	467	22	both	both	DT
cord-302553-d0hk4ipg	467	23	negative	negative	JJ
cord-302553-d0hk4ipg	467	24	sentiment	sentiment	NN
cord-302553-d0hk4ipg	467	25	and	and	CC
cord-302553-d0hk4ipg	467	26	the	the	DT
cord-302553-d0hk4ipg	467	27	infectious	infectious	JJ
cord-302553-d0hk4ipg	467	28	period	period	NN
cord-302553-d0hk4ipg	467	29	were	be	VBD
cord-302553-d0hk4ipg	467	30	predicted	predict	VBN
cord-302553-d0hk4ipg	467	31	by	by	IN
cord-302553-d0hk4ipg	467	32	the	the	DT
cord-302553-d0hk4ipg	467	33	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	467	34	neural	neural	JJ
cord-302553-d0hk4ipg	467	35	network	network	NN
cord-302553-d0hk4ipg	467	36	for	for	IN
cord-302553-d0hk4ipg	467	37	a	a	DT
cord-302553-d0hk4ipg	467	38	total	total	NN
cord-302553-d0hk4ipg	467	39	of	of	IN
cord-302553-d0hk4ipg	467	40	3832	3832	CD
cord-302553-d0hk4ipg	467	41	pieces	piece	NNS
cord-302553-d0hk4ipg	467	42	.	.	.
cord-302553-d0hk4ipg	468	1	The	the	DT
cord-302553-d0hk4ipg	468	2	accuracy	accuracy	NN
cord-302553-d0hk4ipg	468	3	rate	rate	NN
cord-302553-d0hk4ipg	468	4	is	be	VBZ
cord-302553-d0hk4ipg	468	5	calculated	calculate	VBN
cord-302553-d0hk4ipg	468	6	as	as	IN
cord-302553-d0hk4ipg	468	7	follows	follow	VBZ
cord-302553-d0hk4ipg	468	8	,	,	,
cord-302553-d0hk4ipg	469	1	Compared	compare	VBN
cord-302553-d0hk4ipg	469	2	to	to	IN
cord-302553-d0hk4ipg	469	3	the	the	DT
cord-302553-d0hk4ipg	469	4	two	two	CD
cord-302553-d0hk4ipg	469	5	results	result	NNS
cord-302553-d0hk4ipg	469	6	,	,	,
cord-302553-d0hk4ipg	469	7	it	-PRON-	PRP
cord-302553-d0hk4ipg	469	8	can	can	MD
cord-302553-d0hk4ipg	469	9	be	be	VB
cord-302553-d0hk4ipg	469	10	determined	determine	VBN
cord-302553-d0hk4ipg	469	11	that	that	IN
cord-302553-d0hk4ipg	469	12	the	the	DT
cord-302553-d0hk4ipg	469	13	accuracy	accuracy	NN
cord-302553-d0hk4ipg	469	14	rate	rate	NN
cord-302553-d0hk4ipg	469	15	increases	increase	NNS
cord-302553-d0hk4ipg	469	16	to	to	IN
cord-302553-d0hk4ipg	469	17	0.926	0.926	CD
cord-302553-d0hk4ipg	469	18	when	when	WRB
cord-302553-d0hk4ipg	469	19	the	the	DT
cord-302553-d0hk4ipg	469	20	result	result	NN
cord-302553-d0hk4ipg	469	21	of	of	IN
cord-302553-d0hk4ipg	469	22	the	the	DT
cord-302553-d0hk4ipg	469	23	sentiment	sentiment	NN
cord-302553-d0hk4ipg	469	24	classification	classification	NN
cord-302553-d0hk4ipg	469	25	is	be	VBZ
cord-302553-d0hk4ipg	469	26	added	add	VBN
cord-302553-d0hk4ipg	469	27	,	,	,
cord-302553-d0hk4ipg	469	28	which	which	WDT
cord-302553-d0hk4ipg	469	29	indicates	indicate	VBZ
cord-302553-d0hk4ipg	469	30	that	that	IN
cord-302553-d0hk4ipg	469	31	the	the	DT
cord-302553-d0hk4ipg	469	32	flu	flu	NN
cord-302553-d0hk4ipg	469	33	period	period	NN
cord-302553-d0hk4ipg	469	34	has	have	VBZ
cord-302553-d0hk4ipg	469	35	a	a	DT
cord-302553-d0hk4ipg	469	36	certain	certain	JJ
cord-302553-d0hk4ipg	469	37	correlation	correlation	NN
cord-302553-d0hk4ipg	469	38	with	with	IN
cord-302553-d0hk4ipg	469	39	sentiment	sentiment	NN
cord-302553-d0hk4ipg	469	40	polarity	polarity	NN
cord-302553-d0hk4ipg	469	41	and	and	CC
cord-302553-d0hk4ipg	469	42	the	the	DT
cord-302553-d0hk4ipg	469	43	classification	classification	NN
cord-302553-d0hk4ipg	469	44	accuracy	accuracy	NN
cord-302553-d0hk4ipg	469	45	of	of	IN
cord-302553-d0hk4ipg	469	46	the	the	DT
cord-302553-d0hk4ipg	469	47	flu	flu	NN
cord-302553-d0hk4ipg	469	48	period	period	NN
cord-302553-d0hk4ipg	469	49	improves	improve	VBZ
cord-302553-d0hk4ipg	469	50	.	.	.
cord-302553-d0hk4ipg	470	1	The	the	DT
cord-302553-d0hk4ipg	470	2	shortcomings	shortcoming	NNS
cord-302553-d0hk4ipg	470	3	of	of	IN
cord-302553-d0hk4ipg	470	4	traditional	traditional	JJ
cord-302553-d0hk4ipg	470	5	data	datum	NNS
cord-302553-d0hk4ipg	470	6	are	be	VBP
cord-302553-d0hk4ipg	470	7	evident	evident	JJ
cord-302553-d0hk4ipg	470	8	since	since	IN
cord-302553-d0hk4ipg	470	9	they	-PRON-	PRP
cord-302553-d0hk4ipg	470	10	are	be	VBP
cord-302553-d0hk4ipg	470	11	manually	manually	RB
cord-302553-d0hk4ipg	470	12	collected	collect	VBN
cord-302553-d0hk4ipg	470	13	and	and	CC
cord-302553-d0hk4ipg	470	14	time	time	NN
cord-302553-d0hk4ipg	470	15	-	-	HYPH
cord-302553-d0hk4ipg	470	16	consuming	consuming	NN
cord-302553-d0hk4ipg	470	17	,	,	,
cord-302553-d0hk4ipg	470	18	which	which	WDT
cord-302553-d0hk4ipg	470	19	leads	lead	VBZ
cord-302553-d0hk4ipg	470	20	to	to	IN
cord-302553-d0hk4ipg	470	21	high	high	JJ
cord-302553-d0hk4ipg	470	22	labor	labor	NN
cord-302553-d0hk4ipg	470	23	costs	cost	NNS
cord-302553-d0hk4ipg	470	24	[	[	-LRB-
cord-302553-d0hk4ipg	470	25	8	8	CD
cord-302553-d0hk4ipg	470	26	,	,	,
cord-302553-d0hk4ipg	470	27	9	9	CD
cord-302553-d0hk4ipg	470	28	]	]	-RRB-
cord-302553-d0hk4ipg	470	29	.	.	.
cord-302553-d0hk4ipg	471	1	In	in	IN
cord-302553-d0hk4ipg	471	2	addition	addition	NN
cord-302553-d0hk4ipg	471	3	,	,	,
cord-302553-d0hk4ipg	471	4	traditional	traditional	JJ
cord-302553-d0hk4ipg	471	5	methods	method	NNS
cord-302553-d0hk4ipg	471	6	based	base	VBN
cord-302553-d0hk4ipg	471	7	on	on	IN
cord-302553-d0hk4ipg	471	8	clinical	clinical	JJ
cord-302553-d0hk4ipg	471	9	data	datum	NNS
cord-302553-d0hk4ipg	471	10	make	make	VBP
cord-302553-d0hk4ipg	471	11	it	-PRON-	PRP
cord-302553-d0hk4ipg	471	12	challenging	challenging	JJ
cord-302553-d0hk4ipg	471	13	to	to	TO
cord-302553-d0hk4ipg	471	14	shed	shed	VB
cord-302553-d0hk4ipg	471	15	light	light	NN
cord-302553-d0hk4ipg	471	16	on	on	IN
cord-302553-d0hk4ipg	471	17	the	the	DT
cord-302553-d0hk4ipg	471	18	current	current	JJ
cord-302553-d0hk4ipg	471	19	situation	situation	NN
cord-302553-d0hk4ipg	471	20	and	and	CC
cord-302553-d0hk4ipg	471	21	predict	predict	VB
cord-302553-d0hk4ipg	471	22	future	future	JJ
cord-302553-d0hk4ipg	471	23	developing	develop	VBG
cord-302553-d0hk4ipg	471	24	trends	trend	NNS
cord-302553-d0hk4ipg	471	25	[	[	-LRB-
cord-302553-d0hk4ipg	471	26	41	41	CD
cord-302553-d0hk4ipg	471	27	]	]	-RRB-
cord-302553-d0hk4ipg	471	28	.	.	.
cord-302553-d0hk4ipg	472	1	Along	along	IN
cord-302553-d0hk4ipg	472	2	with	with	IN
cord-302553-d0hk4ipg	472	3	the	the	DT
cord-302553-d0hk4ipg	472	4	widespread	widespread	JJ
cord-302553-d0hk4ipg	472	5	use	use	NN
cord-302553-d0hk4ipg	472	6	of	of	IN
cord-302553-d0hk4ipg	472	7	the	the	DT
cord-302553-d0hk4ipg	472	8	Internet	internet	NN
cord-302553-d0hk4ipg	472	9	,	,	,
cord-302553-d0hk4ipg	472	10	social	social	JJ
cord-302553-d0hk4ipg	472	11	networking	networking	NN
cord-302553-d0hk4ipg	472	12	data	datum	NNS
cord-302553-d0hk4ipg	472	13	,	,	,
cord-302553-d0hk4ipg	472	14	including	include	VBG
cord-302553-d0hk4ipg	472	15	web	web	NN
cord-302553-d0hk4ipg	472	16	-	-	HYPH
cord-302553-d0hk4ipg	472	17	based	base	VBN
cord-302553-d0hk4ipg	472	18	epidemiological	epidemiological	JJ
cord-302553-d0hk4ipg	472	19	data	datum	NNS
cord-302553-d0hk4ipg	472	20	,	,	,
cord-302553-d0hk4ipg	472	21	have	have	VBP
cord-302553-d0hk4ipg	472	22	had	have	VBN
cord-302553-d0hk4ipg	472	23	explosive	explosive	JJ
cord-302553-d0hk4ipg	472	24	growth	growth	NN
cord-302553-d0hk4ipg	472	25	.	.	.
cord-302553-d0hk4ipg	473	1	Data	datum	NNS
cord-302553-d0hk4ipg	473	2	from	from	IN
cord-302553-d0hk4ipg	473	3	social	social	JJ
cord-302553-d0hk4ipg	473	4	networks	network	NNS
cord-302553-d0hk4ipg	473	5	show	show	VBP
cord-302553-d0hk4ipg	473	6	apparent	apparent	JJ
cord-302553-d0hk4ipg	473	7	advantages	advantage	NNS
cord-302553-d0hk4ipg	473	8	in	in	IN
cord-302553-d0hk4ipg	473	9	several	several	JJ
cord-302553-d0hk4ipg	473	10	respects	respect	NNS
cord-302553-d0hk4ipg	473	11	,	,	,
cord-302553-d0hk4ipg	473	12	such	such	JJ
cord-302553-d0hk4ipg	473	13	as	as	IN
cord-302553-d0hk4ipg	473	14	being	be	VBG
cord-302553-d0hk4ipg	473	15	real	real	JJ
cord-302553-d0hk4ipg	473	16	-	-	HYPH
cord-302553-d0hk4ipg	473	17	time	time	NN
cord-302553-d0hk4ipg	473	18	and	and	CC
cord-302553-d0hk4ipg	473	19	having	have	VBG
cord-302553-d0hk4ipg	473	20	time	time	NN
cord-302553-d0hk4ipg	473	21	-	-	HYPH
cord-302553-d0hk4ipg	473	22	sharing	sharing	NN
cord-302553-d0hk4ipg	473	23	,	,	,
cord-302553-d0hk4ipg	473	24	along	along	IN
cord-302553-d0hk4ipg	473	25	with	with	IN
cord-302553-d0hk4ipg	473	26	a	a	DT
cord-302553-d0hk4ipg	473	27	broad	broad	JJ
cord-302553-d0hk4ipg	473	28	scope	scope	NN
cord-302553-d0hk4ipg	473	29	of	of	IN
cord-302553-d0hk4ipg	473	30	data	datum	NNS
cord-302553-d0hk4ipg	473	31	coverage	coverage	NN
cord-302553-d0hk4ipg	473	32	[	[	-LRB-
cord-302553-d0hk4ipg	473	33	31	31	CD
cord-302553-d0hk4ipg	473	34	]	]	-RRB-
cord-302553-d0hk4ipg	473	35	[	[	-LRB-
cord-302553-d0hk4ipg	473	36	32	32	CD
cord-302553-d0hk4ipg	473	37	]	]	-RRB-
cord-302553-d0hk4ipg	473	38	[	[	-LRB-
cord-302553-d0hk4ipg	473	39	33	33	CD
cord-302553-d0hk4ipg	473	40	]	]	-RRB-
cord-302553-d0hk4ipg	473	41	[	[	-LRB-
cord-302553-d0hk4ipg	473	42	34	34	CD
cord-302553-d0hk4ipg	473	43	]	]	-RRB-
cord-302553-d0hk4ipg	473	44	.	.	.
cord-302553-d0hk4ipg	474	1	In	in	IN
cord-302553-d0hk4ipg	474	2	terms	term	NNS
cord-302553-d0hk4ipg	474	3	of	of	IN
cord-302553-d0hk4ipg	474	4	the	the	DT
cord-302553-d0hk4ipg	474	5	scale	scale	NN
cord-302553-d0hk4ipg	474	6	of	of	IN
cord-302553-d0hk4ipg	474	7	users	user	NNS
cord-302553-d0hk4ipg	474	8	,	,	,
cord-302553-d0hk4ipg	474	9	Sina	Sina	NNP
cord-302553-d0hk4ipg	474	10	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	474	11	's	's	POS
cord-302553-d0hk4ipg	474	12	monthly	monthly	JJ
cord-302553-d0hk4ipg	474	13	active	active	JJ
cord-302553-d0hk4ipg	474	14	users	user	NNS
cord-302553-d0hk4ipg	474	15	reached	reach	VBD
cord-302553-d0hk4ipg	474	16	431	431	CD
cord-302553-d0hk4ipg	474	17	million	million	CD
cord-302553-d0hk4ipg	474	18	on	on	IN
cord-302553-d0hk4ipg	474	19	30	30	CD
cord-302553-d0hk4ipg	474	20	June	June	NNP
cord-302553-d0hk4ipg	474	21	2018	2018	CD
cord-302553-d0hk4ipg	474	22	,	,	,
cord-302553-d0hk4ipg	474	23	overtaking	overtake	VBG
cord-302553-d0hk4ipg	474	24	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	474	25	,	,	,
cord-302553-d0hk4ipg	474	26	which	which	WDT
cord-302553-d0hk4ipg	474	27	makes	make	VBZ
cord-302553-d0hk4ipg	474	28	Sina	Sina	NNP
cord-302553-d0hk4ipg	474	29	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	474	30	the	the	DT
cord-302553-d0hk4ipg	474	31	world	world	NN
cord-302553-d0hk4ipg	474	32	's	's	POS
cord-302553-d0hk4ipg	474	33	largest	large	JJS
cord-302553-d0hk4ipg	474	34	independent	independent	JJ
cord-302553-d0hk4ipg	474	35	social	social	JJ
cord-302553-d0hk4ipg	474	36	media	medium	NNS
cord-302553-d0hk4ipg	474	37	platform	platform	NN
cord-302553-d0hk4ipg	474	38	[	[	-LRB-
cord-302553-d0hk4ipg	474	39	67	67	CD
cord-302553-d0hk4ipg	474	40	]	]	-RRB-
cord-302553-d0hk4ipg	474	41	.	.	.
cord-302553-d0hk4ipg	475	1	Sina	Sina	NNP
cord-302553-d0hk4ipg	475	2	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	475	3	is	be	VBZ
cord-302553-d0hk4ipg	475	4	the	the	DT
cord-302553-d0hk4ipg	475	5	most	most	RBS
cord-302553-d0hk4ipg	475	6	popular	popular	JJ
cord-302553-d0hk4ipg	475	7	social	social	JJ
cord-302553-d0hk4ipg	475	8	media	media	NN
cord-302553-d0hk4ipg	475	9	platform	platform	NN
cord-302553-d0hk4ipg	475	10	in	in	IN
cord-302553-d0hk4ipg	475	11	China	China	NNP
cord-302553-d0hk4ipg	475	12	for	for	IN
cord-302553-d0hk4ipg	475	13	the	the	DT
cord-302553-d0hk4ipg	475	14	public	public	NN
cord-302553-d0hk4ipg	475	15	to	to	TO
cord-302553-d0hk4ipg	475	16	share	share	VB
cord-302553-d0hk4ipg	475	17	opinions	opinion	NNS
cord-302553-d0hk4ipg	475	18	and	and	CC
cord-302553-d0hk4ipg	475	19	disseminate	disseminate	VB
cord-302553-d0hk4ipg	475	20	information	information	NN
cord-302553-d0hk4ipg	475	21	about	about	IN
cord-302553-d0hk4ipg	475	22	emergencies	emergency	NNS
cord-302553-d0hk4ipg	475	23	and	and	CC
cord-302553-d0hk4ipg	475	24	major	major	JJ
cord-302553-d0hk4ipg	475	25	social	social	JJ
cord-302553-d0hk4ipg	475	26	events	event	NNS
cord-302553-d0hk4ipg	475	27	.	.	.
cord-302553-d0hk4ipg	476	1	Therefore	therefore	RB
cord-302553-d0hk4ipg	476	2	,	,	,
cord-302553-d0hk4ipg	476	3	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	476	4	has	have	VBZ
cord-302553-d0hk4ipg	476	5	a	a	DT
cord-302553-d0hk4ipg	476	6	far	far	RB
cord-302553-d0hk4ipg	476	7	-	-	HYPH
cord-302553-d0hk4ipg	476	8	reaching	reach	VBG
cord-302553-d0hk4ipg	476	9	scope	scope	NN
cord-302553-d0hk4ipg	476	10	of	of	IN
cord-302553-d0hk4ipg	476	11	dissemination	dissemination	NN
cord-302553-d0hk4ipg	476	12	and	and	CC
cord-302553-d0hk4ipg	476	13	is	be	VBZ
cord-302553-d0hk4ipg	476	14	an	an	DT
cord-302553-d0hk4ipg	476	15	important	important	JJ
cord-302553-d0hk4ipg	476	16	social	social	JJ
cord-302553-d0hk4ipg	476	17	influence	influence	NN
cord-302553-d0hk4ipg	476	18	.	.	.
cord-302553-d0hk4ipg	477	1	Therefore	therefore	RB
cord-302553-d0hk4ipg	477	2	,	,	,
cord-302553-d0hk4ipg	477	3	the	the	DT
cord-302553-d0hk4ipg	477	4	use	use	NN
cord-302553-d0hk4ipg	477	5	of	of	IN
cord-302553-d0hk4ipg	477	6	web	web	NN
cord-302553-d0hk4ipg	477	7	-	-	HYPH
cord-302553-d0hk4ipg	477	8	based	base	VBN
cord-302553-d0hk4ipg	477	9	social	social	JJ
cord-302553-d0hk4ipg	477	10	media	medium	NNS
cord-302553-d0hk4ipg	477	11	data	data	NN
cord-302553-d0hk4ipg	477	12	growth	growth	NN
cord-302553-d0hk4ipg	477	13	is	be	VBZ
cord-302553-d0hk4ipg	477	14	an	an	DT
cord-302553-d0hk4ipg	477	15	imperative	imperative	JJ
cord-302553-d0hk4ipg	477	16	trend	trend	NN
cord-302553-d0hk4ipg	477	17	to	to	TO
cord-302553-d0hk4ipg	477	18	use	use	VB
cord-302553-d0hk4ipg	477	19	for	for	IN
cord-302553-d0hk4ipg	477	20	effective	effective	JJ
cord-302553-d0hk4ipg	477	21	disease	disease	NN
cord-302553-d0hk4ipg	477	22	control	control	NN
cord-302553-d0hk4ipg	477	23	and	and	CC
cord-302553-d0hk4ipg	477	24	prevention	prevention	NN
cord-302553-d0hk4ipg	477	25	.	.	.
cord-302553-d0hk4ipg	478	1	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	478	2	messages	message	NNS
cord-302553-d0hk4ipg	478	3	carry	carry	VBP
cord-302553-d0hk4ipg	478	4	rich	rich	JJ
cord-302553-d0hk4ipg	478	5	and	and	CC
cord-302553-d0hk4ipg	478	6	meaningful	meaningful	JJ
cord-302553-d0hk4ipg	478	7	implications	implication	NNS
cord-302553-d0hk4ipg	478	8	.	.	.
cord-302553-d0hk4ipg	479	1	Previous	previous	JJ
cord-302553-d0hk4ipg	479	2	approaches	approach	NNS
cord-302553-d0hk4ipg	479	3	in	in	IN
cord-302553-d0hk4ipg	479	4	flu	flu	NN
cord-302553-d0hk4ipg	479	5	state	state	NN
cord-302553-d0hk4ipg	479	6	detection	detection	NN
cord-302553-d0hk4ipg	479	7	through	through	IN
cord-302553-d0hk4ipg	479	8	social	social	JJ
cord-302553-d0hk4ipg	479	9	media	medium	NNS
cord-302553-d0hk4ipg	479	10	have	have	VBP
cord-302553-d0hk4ipg	479	11	yielded	yield	VBN
cord-302553-d0hk4ipg	479	12	outstanding	outstanding	JJ
cord-302553-d0hk4ipg	479	13	achievements	achievement	NNS
cord-302553-d0hk4ipg	479	14	but	but	CC
cord-302553-d0hk4ipg	479	15	have	have	VBP
cord-302553-d0hk4ipg	479	16	some	some	DT
cord-302553-d0hk4ipg	479	17	limitations	limitation	NNS
cord-302553-d0hk4ipg	479	18	at	at	IN
cord-302553-d0hk4ipg	479	19	the	the	DT
cord-302553-d0hk4ipg	479	20	same	same	JJ
cord-302553-d0hk4ipg	479	21	time	time	NN
cord-302553-d0hk4ipg	479	22	.	.	.
cord-302553-d0hk4ipg	480	1	Most	most	RBS
cord-302553-d0hk4ipg	480	2	obviously	obviously	RB
cord-302553-d0hk4ipg	480	3	,	,	,
cord-302553-d0hk4ipg	480	4	the	the	DT
cord-302553-d0hk4ipg	480	5	semantic	semantic	JJ
cord-302553-d0hk4ipg	480	6	information	information	NN
cord-302553-d0hk4ipg	480	7	was	be	VBD
cord-302553-d0hk4ipg	480	8	seldom	seldom	RB
cord-302553-d0hk4ipg	480	9	considered	consider	VBN
cord-302553-d0hk4ipg	480	10	;	;	:
cord-302553-d0hk4ipg	480	11	this	this	DT
cord-302553-d0hk4ipg	480	12	information	information	NN
cord-302553-d0hk4ipg	480	13	might	may	MD
cord-302553-d0hk4ipg	480	14	be	be	VB
cord-302553-d0hk4ipg	480	15	important	important	JJ
cord-302553-d0hk4ipg	480	16	for	for	IN
cord-302553-d0hk4ipg	480	17	flu	flu	NN
cord-302553-d0hk4ipg	480	18	detection	detection	NN
cord-302553-d0hk4ipg	480	19	[	[	-LRB-
cord-302553-d0hk4ipg	480	20	50	50	CD
cord-302553-d0hk4ipg	480	21	]	]	-RRB-
cord-302553-d0hk4ipg	480	22	.	.	.
cord-302553-d0hk4ipg	481	1	However	however	RB
cord-302553-d0hk4ipg	481	2	,	,	,
cord-302553-d0hk4ipg	481	3	to	to	IN
cord-302553-d0hk4ipg	481	4	our	-PRON-	PRP$
cord-302553-d0hk4ipg	481	5	knowledge	knowledge	NN
cord-302553-d0hk4ipg	481	6	,	,	,
cord-302553-d0hk4ipg	481	7	this	this	DT
cord-302553-d0hk4ipg	481	8	area	area	NN
cord-302553-d0hk4ipg	481	9	of	of	IN
cord-302553-d0hk4ipg	481	10	study	study	NN
cord-302553-d0hk4ipg	481	11	has	have	VBZ
cord-302553-d0hk4ipg	481	12	serious	serious	JJ
cord-302553-d0hk4ipg	481	13	limitations	limitation	NNS
cord-302553-d0hk4ipg	481	14	.	.	.
cord-302553-d0hk4ipg	482	1	For	for	IN
cord-302553-d0hk4ipg	482	2	example	example	NN
cord-302553-d0hk4ipg	482	3	,	,	,
cord-302553-d0hk4ipg	482	4	bloggers	blogger	NNS
cord-302553-d0hk4ipg	482	5	experience	experience	VBP
cord-302553-d0hk4ipg	482	6	different	different	JJ
cord-302553-d0hk4ipg	482	7	flu	flu	NN
cord-302553-d0hk4ipg	482	8	periods	period	NNS
cord-302553-d0hk4ipg	482	9	of	of	IN
cord-302553-d0hk4ipg	482	10	the	the	DT
cord-302553-d0hk4ipg	482	11	latent	latent	JJ
cord-302553-d0hk4ipg	482	12	,	,	,
cord-302553-d0hk4ipg	482	13	infectious	infectious	JJ
cord-302553-d0hk4ipg	482	14	,	,	,
cord-302553-d0hk4ipg	482	15	or	or	CC
cord-302553-d0hk4ipg	482	16	recovered	recover	VBN
cord-302553-d0hk4ipg	482	17	kind	kind	NN
cord-302553-d0hk4ipg	482	18	,	,	,
cord-302553-d0hk4ipg	482	19	and	and	CC
cord-302553-d0hk4ipg	482	20	their	-PRON-	PRP$
cord-302553-d0hk4ipg	482	21	sentiments	sentiment	NNS
cord-302553-d0hk4ipg	482	22	correspond	correspond	VBP
cord-302553-d0hk4ipg	482	23	to	to	IN
cord-302553-d0hk4ipg	482	24	the	the	DT
cord-302553-d0hk4ipg	482	25	different	different	JJ
cord-302553-d0hk4ipg	482	26	periods	period	NNS
cord-302553-d0hk4ipg	482	27	.	.	.
cord-302553-d0hk4ipg	483	1	In	in	IN
cord-302553-d0hk4ipg	483	2	reality	reality	NN
cord-302553-d0hk4ipg	483	3	,	,	,
cord-302553-d0hk4ipg	483	4	most	most	JJS
cord-302553-d0hk4ipg	483	5	bloggers	blogger	NNS
cord-302553-d0hk4ipg	483	6	who	who	WP
cord-302553-d0hk4ipg	483	7	are	be	VBP
cord-302553-d0hk4ipg	483	8	ill	ill	JJ
cord-302553-d0hk4ipg	483	9	are	be	VBP
cord-302553-d0hk4ipg	483	10	usually	usually	RB
cord-302553-d0hk4ipg	483	11	negative	negative	JJ
cord-302553-d0hk4ipg	483	12	,	,	,
cord-302553-d0hk4ipg	483	13	while	while	IN
cord-302553-d0hk4ipg	483	14	bloggers	blogger	NNS
cord-302553-d0hk4ipg	483	15	in	in	IN
cord-302553-d0hk4ipg	483	16	recovered	recover	VBN
cord-302553-d0hk4ipg	483	17	periods	period	NNS
cord-302553-d0hk4ipg	483	18	are	be	VBP
cord-302553-d0hk4ipg	483	19	active	active	JJ
cord-302553-d0hk4ipg	483	20	and	and	CC
cord-302553-d0hk4ipg	483	21	optimistic	optimistic	JJ
cord-302553-d0hk4ipg	483	22	.	.	.
cord-302553-d0hk4ipg	484	1	Therefore	therefore	RB
cord-302553-d0hk4ipg	484	2	,	,	,
cord-302553-d0hk4ipg	484	3	omitting	omit	VBG
cord-302553-d0hk4ipg	484	4	the	the	DT
cord-302553-d0hk4ipg	484	5	key	key	JJ
cord-302553-d0hk4ipg	484	6	flu	flu	NN
cord-302553-d0hk4ipg	484	7	period	period	NN
cord-302553-d0hk4ipg	484	8	and	and	CC
cord-302553-d0hk4ipg	484	9	non	non	JJ
cord-302553-d0hk4ipg	484	10	-	-	JJ
cord-302553-d0hk4ipg	484	11	differentiating	differentiate	VBG
cord-302553-d0hk4ipg	484	12	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	484	13	messages	message	NNS
cord-302553-d0hk4ipg	484	14	data	datum	NNS
cord-302553-d0hk4ipg	484	15	could	could	MD
cord-302553-d0hk4ipg	484	16	lead	lead	VB
cord-302553-d0hk4ipg	484	17	to	to	IN
cord-302553-d0hk4ipg	484	18	data	datum	NNS
cord-302553-d0hk4ipg	484	19	contamination	contamination	NN
cord-302553-d0hk4ipg	484	20	and	and	CC
cord-302553-d0hk4ipg	484	21	misleading	misleading	JJ
cord-302553-d0hk4ipg	484	22	conclusions	conclusion	NNS
cord-302553-d0hk4ipg	484	23	.	.	.
cord-302553-d0hk4ipg	485	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	485	2	is	be	VBZ
cord-302553-d0hk4ipg	485	3	important	important	JJ
cord-302553-d0hk4ipg	485	4	to	to	TO
cord-302553-d0hk4ipg	485	5	investigate	investigate	VB
cord-302553-d0hk4ipg	485	6	the	the	DT
cord-302553-d0hk4ipg	485	7	relationship	relationship	NN
cord-302553-d0hk4ipg	485	8	between	between	IN
cord-302553-d0hk4ipg	485	9	the	the	DT
cord-302553-d0hk4ipg	485	10	flu	flu	NN
cord-302553-d0hk4ipg	485	11	period	period	NN
cord-302553-d0hk4ipg	485	12	and	and	CC
cord-302553-d0hk4ipg	485	13	the	the	DT
cord-302553-d0hk4ipg	485	14	sentiment	sentiment	NN
cord-302553-d0hk4ipg	485	15	polarity	polarity	NN
cord-302553-d0hk4ipg	485	16	,	,	,
cord-302553-d0hk4ipg	485	17	to	to	TO
cord-302553-d0hk4ipg	485	18	make	make	VB
cord-302553-d0hk4ipg	485	19	it	-PRON-	PRP
cord-302553-d0hk4ipg	485	20	possible	possible	JJ
cord-302553-d0hk4ipg	485	21	to	to	TO
cord-302553-d0hk4ipg	485	22	be	be	VB
cord-302553-d0hk4ipg	485	23	conducive	conducive	JJ
cord-302553-d0hk4ipg	485	24	to	to	IN
cord-302553-d0hk4ipg	485	25	accuracy	accuracy	NN
cord-302553-d0hk4ipg	485	26	for	for	IN
cord-302553-d0hk4ipg	485	27	classifying	classify	VBG
cord-302553-d0hk4ipg	485	28	the	the	DT
cord-302553-d0hk4ipg	485	29	flu	flu	NN
cord-302553-d0hk4ipg	485	30	period	period	NN
cord-302553-d0hk4ipg	485	31	,	,	,
cord-302553-d0hk4ipg	485	32	which	which	WDT
cord-302553-d0hk4ipg	485	33	directly	directly	RB
cord-302553-d0hk4ipg	485	34	results	result	VBZ
cord-302553-d0hk4ipg	485	35	in	in	IN
cord-302553-d0hk4ipg	485	36	accurately	accurately	RB
cord-302553-d0hk4ipg	485	37	estimating	estimate	VBG
cord-302553-d0hk4ipg	485	38	the	the	DT
cord-302553-d0hk4ipg	485	39	number	number	NN
cord-302553-d0hk4ipg	485	40	of	of	IN
cord-302553-d0hk4ipg	485	41	patients	patient	NNS
cord-302553-d0hk4ipg	485	42	in	in	IN
cord-302553-d0hk4ipg	485	43	different	different	JJ
cord-302553-d0hk4ipg	485	44	flu	flu	NN
cord-302553-d0hk4ipg	485	45	periods	period	NNS
cord-302553-d0hk4ipg	485	46	.	.	.
cord-302553-d0hk4ipg	486	1	This	this	DT
cord-302553-d0hk4ipg	486	2	approach	approach	NN
cord-302553-d0hk4ipg	486	3	would	would	MD
cord-302553-d0hk4ipg	486	4	also	also	RB
cord-302553-d0hk4ipg	486	5	help	help	VB
cord-302553-d0hk4ipg	486	6	the	the	DT
cord-302553-d0hk4ipg	486	7	CDC	CDC	NNP
cord-302553-d0hk4ipg	486	8	to	to	TO
cord-302553-d0hk4ipg	486	9	take	take	VB
cord-302553-d0hk4ipg	486	10	early	early	JJ
cord-302553-d0hk4ipg	486	11	action	action	NN
cord-302553-d0hk4ipg	486	12	for	for	IN
cord-302553-d0hk4ipg	486	13	disease	disease	NN
cord-302553-d0hk4ipg	486	14	control	control	NN
cord-302553-d0hk4ipg	486	15	and	and	CC
cord-302553-d0hk4ipg	486	16	prevention	prevention	NN
cord-302553-d0hk4ipg	486	17	.	.	.
cord-302553-d0hk4ipg	487	1	This	this	DT
cord-302553-d0hk4ipg	487	2	paper	paper	NN
cord-302553-d0hk4ipg	487	3	aims	aim	VBZ
cord-302553-d0hk4ipg	487	4	to	to	TO
cord-302553-d0hk4ipg	487	5	detect	detect	VB
cord-302553-d0hk4ipg	487	6	the	the	DT
cord-302553-d0hk4ipg	487	7	flu	flu	NN
cord-302553-d0hk4ipg	487	8	period	period	NN
cord-302553-d0hk4ipg	487	9	with	with	IN
cord-302553-d0hk4ipg	487	10	sentiment	sentiment	NN
cord-302553-d0hk4ipg	487	11	polarity	polarity	NN
cord-302553-d0hk4ipg	487	12	at	at	IN
cord-302553-d0hk4ipg	487	13	the	the	DT
cord-302553-d0hk4ipg	487	14	word	word	NN
cord-302553-d0hk4ipg	487	15	and	and	CC
cord-302553-d0hk4ipg	487	16	text	text	NN
cord-302553-d0hk4ipg	487	17	level	level	NN
cord-302553-d0hk4ipg	487	18	based	base	VBN
cord-302553-d0hk4ipg	487	19	on	on	IN
cord-302553-d0hk4ipg	487	20	Sina	Sina	NNP
cord-302553-d0hk4ipg	487	21	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	487	22	data	datum	NNS
cord-302553-d0hk4ipg	487	23	(	(	-LRB-
cord-302553-d0hk4ipg	487	24	web	web	NN
cord-302553-d0hk4ipg	487	25	-	-	HYPH
cord-302553-d0hk4ipg	487	26	based	base	VBN
cord-302553-d0hk4ipg	487	27	social	social	JJ
cord-302553-d0hk4ipg	487	28	media	medium	NNS
cord-302553-d0hk4ipg	487	29	platform	platform	NN
cord-302553-d0hk4ipg	487	30	)	)	-RRB-
cord-302553-d0hk4ipg	487	31	,	,	,
cord-302553-d0hk4ipg	487	32	and	and	CC
cord-302553-d0hk4ipg	487	33	it	-PRON-	PRP
cord-302553-d0hk4ipg	487	34	proposes	propose	VBZ
cord-302553-d0hk4ipg	487	35	optimization	optimization	NN
cord-302553-d0hk4ipg	487	36	suggestions	suggestion	NNS
cord-302553-d0hk4ipg	487	37	for	for	IN
cord-302553-d0hk4ipg	487	38	optimizing	optimize	VBG
cord-302553-d0hk4ipg	487	39	the	the	DT
cord-302553-d0hk4ipg	487	40	disease	disease	NN
cord-302553-d0hk4ipg	487	41	detecting	detect	VBG
cord-302553-d0hk4ipg	487	42	process	process	NN
cord-302553-d0hk4ipg	487	43	.	.	.
cord-302553-d0hk4ipg	488	1	Several	several	JJ
cord-302553-d0hk4ipg	488	2	important	important	JJ
cord-302553-d0hk4ipg	488	3	findings	finding	NNS
cord-302553-d0hk4ipg	488	4	are	be	VBP
cord-302553-d0hk4ipg	488	5	produced	produce	VBN
cord-302553-d0hk4ipg	488	6	.	.	.
cord-302553-d0hk4ipg	489	1	(	(	-LRB-
cord-302553-d0hk4ipg	489	2	1	1	CD
cord-302553-d0hk4ipg	489	3	)	)	-RRB-
cord-302553-d0hk4ipg	490	1	Social	social	JJ
cord-302553-d0hk4ipg	490	2	media	media	NN
cord-302553-d0hk4ipg	490	3	is	be	VBZ
cord-302553-d0hk4ipg	490	4	a	a	DT
cord-302553-d0hk4ipg	490	5	promising	promising	JJ
cord-302553-d0hk4ipg	490	6	and	and	CC
cord-302553-d0hk4ipg	490	7	powerful	powerful	JJ
cord-302553-d0hk4ipg	490	8	data	data	NN
cord-302553-d0hk4ipg	490	9	platform	platform	NN
cord-302553-d0hk4ipg	490	10	to	to	TO
cord-302553-d0hk4ipg	490	11	detect	detect	VB
cord-302553-d0hk4ipg	490	12	flu	flu	NN
cord-302553-d0hk4ipg	490	13	patients	patient	NNS
cord-302553-d0hk4ipg	490	14	by	by	IN
cord-302553-d0hk4ipg	490	15	earlier	early	JJR
cord-302553-d0hk4ipg	490	16	discovery	discovery	NN
cord-302553-d0hk4ipg	490	17	rather	rather	RB
cord-302553-d0hk4ipg	490	18	than	than	IN
cord-302553-d0hk4ipg	490	19	traditional	traditional	JJ
cord-302553-d0hk4ipg	490	20	medical	medical	JJ
cord-302553-d0hk4ipg	490	21	data	datum	NNS
cord-302553-d0hk4ipg	490	22	.	.	.
cord-302553-d0hk4ipg	491	1	Their	-PRON-	PRP$
cord-302553-d0hk4ipg	491	2	periods	period	NNS
cord-302553-d0hk4ipg	491	3	can	can	MD
cord-302553-d0hk4ipg	491	4	be	be	VB
cord-302553-d0hk4ipg	491	5	further	further	RB
cord-302553-d0hk4ipg	491	6	sorted	sort	VBN
cord-302553-d0hk4ipg	491	7	into	into	IN
cord-302553-d0hk4ipg	491	8	infectious	infectious	JJ
cord-302553-d0hk4ipg	491	9	and	and	CC
cord-302553-d0hk4ipg	491	10	recovered	recovered	JJ
cord-302553-d0hk4ipg	491	11	,	,	,
cord-302553-d0hk4ipg	491	12	as	as	IN
cord-302553-d0hk4ipg	491	13	mined	mine	VBN
cord-302553-d0hk4ipg	491	14	from	from	IN
cord-302553-d0hk4ipg	491	15	social	social	JJ
cord-302553-d0hk4ipg	491	16	media	medium	NNS
cord-302553-d0hk4ipg	491	17	.	.	.
cord-302553-d0hk4ipg	492	1	(	(	-LRB-
cord-302553-d0hk4ipg	492	2	2	2	LS
cord-302553-d0hk4ipg	492	3	)	)	-RRB-
cord-302553-d0hk4ipg	493	1	The	the	DT
cord-302553-d0hk4ipg	493	2	semantic	semantic	JJ
cord-302553-d0hk4ipg	493	3	information	information	NN
cord-302553-d0hk4ipg	493	4	varies	vary	VBZ
cord-302553-d0hk4ipg	493	5	from	from	IN
cord-302553-d0hk4ipg	493	6	the	the	DT
cord-302553-d0hk4ipg	493	7	weibo	weibo	NNP
cord-302553-d0hk4ipg	493	8	texts	text	NNS
cord-302553-d0hk4ipg	493	9	posted	post	VBN
cord-302553-d0hk4ipg	493	10	by	by	IN
cord-302553-d0hk4ipg	493	11	patients	patient	NNS
cord-302553-d0hk4ipg	493	12	in	in	IN
cord-302553-d0hk4ipg	493	13	different	different	JJ
cord-302553-d0hk4ipg	493	14	flu	flu	NN
cord-302553-d0hk4ipg	493	15	periods	period	NNS
cord-302553-d0hk4ipg	493	16	.	.	.
cord-302553-d0hk4ipg	494	1	The	the	DT
cord-302553-d0hk4ipg	494	2	interclass	interclass	NN
cord-302553-d0hk4ipg	494	3	distance	distance	NN
cord-302553-d0hk4ipg	494	4	between	between	IN
cord-302553-d0hk4ipg	494	5	the	the	DT
cord-302553-d0hk4ipg	494	6	recovered	recovered	JJ
cord-302553-d0hk4ipg	494	7	period	period	NN
cord-302553-d0hk4ipg	494	8	and	and	CC
cord-302553-d0hk4ipg	494	9	positive	positive	JJ
cord-302553-d0hk4ipg	494	10	sentiment	sentiment	NN
cord-302553-d0hk4ipg	494	11	is	be	VBZ
cord-302553-d0hk4ipg	494	12	closer	close	JJR
cord-302553-d0hk4ipg	494	13	than	than	IN
cord-302553-d0hk4ipg	494	14	between	between	IN
cord-302553-d0hk4ipg	494	15	the	the	DT
cord-302553-d0hk4ipg	494	16	recovered	recovered	JJ
cord-302553-d0hk4ipg	494	17	period	period	NN
cord-302553-d0hk4ipg	494	18	and	and	CC
cord-302553-d0hk4ipg	494	19	negative	negative	JJ
cord-302553-d0hk4ipg	494	20	sentiment	sentiment	NN
cord-302553-d0hk4ipg	494	21	,	,	,
cord-302553-d0hk4ipg	494	22	and	and	CC
cord-302553-d0hk4ipg	494	23	the	the	DT
cord-302553-d0hk4ipg	494	24	interclass	interclass	NN
cord-302553-d0hk4ipg	494	25	distance	distance	NN
cord-302553-d0hk4ipg	494	26	between	between	IN
cord-302553-d0hk4ipg	494	27	the	the	DT
cord-302553-d0hk4ipg	494	28	infectious	infectious	JJ
cord-302553-d0hk4ipg	494	29	and	and	CC
cord-302553-d0hk4ipg	494	30	the	the	DT
cord-302553-d0hk4ipg	494	31	negative	negative	NN
cord-302553-d0hk4ipg	494	32	is	be	VBZ
cord-302553-d0hk4ipg	494	33	closer	close	JJR
cord-302553-d0hk4ipg	494	34	than	than	IN
cord-302553-d0hk4ipg	494	35	that	that	DT
cord-302553-d0hk4ipg	494	36	of	of	IN
cord-302553-d0hk4ipg	494	37	the	the	DT
cord-302553-d0hk4ipg	494	38	positive	positive	JJ
cord-302553-d0hk4ipg	494	39	.	.	.
cord-302553-d0hk4ipg	495	1	Additionally	additionally	RB
cord-302553-d0hk4ipg	495	2	,	,	,
cord-302553-d0hk4ipg	495	3	it	-PRON-	PRP
cord-302553-d0hk4ipg	495	4	was	be	VBD
cord-302553-d0hk4ipg	495	5	noted	note	VBN
cord-302553-d0hk4ipg	495	6	that	that	IN
cord-302553-d0hk4ipg	495	7	the	the	DT
cord-302553-d0hk4ipg	495	8	healthier	healthy	JJR
cord-302553-d0hk4ipg	495	9	the	the	DT
cord-302553-d0hk4ipg	495	10	bloggers	blogger	NNS
cord-302553-d0hk4ipg	495	11	are	be	VBP
cord-302553-d0hk4ipg	495	12	,	,	,
cord-302553-d0hk4ipg	495	13	the	the	DT
cord-302553-d0hk4ipg	495	14	more	more	RBR
cord-302553-d0hk4ipg	495	15	positive	positive	JJ
cord-302553-d0hk4ipg	495	16	sentiments	sentiment	NNS
cord-302553-d0hk4ipg	495	17	they	-PRON-	PRP
cord-302553-d0hk4ipg	495	18	have	have	VBP
cord-302553-d0hk4ipg	495	19	.	.	.
cord-302553-d0hk4ipg	496	1	The	the	DT
cord-302553-d0hk4ipg	496	2	more	more	RBR
cord-302553-d0hk4ipg	496	3	serious	serious	JJ
cord-302553-d0hk4ipg	496	4	the	the	DT
cord-302553-d0hk4ipg	496	5	flu	flu	NN
cord-302553-d0hk4ipg	496	6	is	be	VBZ
cord-302553-d0hk4ipg	496	7	,	,	,
cord-302553-d0hk4ipg	496	8	the	the	DT
cord-302553-d0hk4ipg	496	9	more	more	RBR
cord-302553-d0hk4ipg	496	10	that	that	IN
cord-302553-d0hk4ipg	496	11	bloggers	blogger	NNS
cord-302553-d0hk4ipg	496	12	are	be	VBP
cord-302553-d0hk4ipg	496	13	connected	connect	VBN
cord-302553-d0hk4ipg	496	14	with	with	IN
cord-302553-d0hk4ipg	496	15	negative	negative	JJ
cord-302553-d0hk4ipg	496	16	emotions	emotion	NNS
cord-302553-d0hk4ipg	496	17	.	.	.
cord-302553-d0hk4ipg	497	1	(	(	-LRB-
cord-302553-d0hk4ipg	497	2	3	3	LS
cord-302553-d0hk4ipg	497	3	)	)	-RRB-
cord-302553-d0hk4ipg	498	1	A	a	DT
cord-302553-d0hk4ipg	498	2	multichannel	multichannel	JJ
cord-302553-d0hk4ipg	498	3	disease	disease	NN
cord-302553-d0hk4ipg	498	4	detection	detection	NN
cord-302553-d0hk4ipg	498	5	model	model	NN
cord-302553-d0hk4ipg	498	6	is	be	VBZ
cord-302553-d0hk4ipg	498	7	developed	develop	VBN
cord-302553-d0hk4ipg	498	8	in	in	IN
cord-302553-d0hk4ipg	498	9	this	this	DT
cord-302553-d0hk4ipg	498	10	study	study	NN
cord-302553-d0hk4ipg	498	11	to	to	TO
cord-302553-d0hk4ipg	498	12	evaluate	evaluate	VB
cord-302553-d0hk4ipg	498	13	and	and	CC
cord-302553-d0hk4ipg	498	14	classify	classify	VB
cord-302553-d0hk4ipg	498	15	the	the	DT
cord-302553-d0hk4ipg	498	16	flu	flu	NN
cord-302553-d0hk4ipg	498	17	period	period	NN
cord-302553-d0hk4ipg	498	18	with	with	IN
cord-302553-d0hk4ipg	498	19	an	an	DT
cord-302553-d0hk4ipg	498	20	accuracy	accuracy	NN
cord-302553-d0hk4ipg	498	21	of	of	IN
cord-302553-d0hk4ipg	498	22	up	up	IN
cord-302553-d0hk4ipg	498	23	to	to	IN
cord-302553-d0hk4ipg	498	24	0.926	0.926	CD
cord-302553-d0hk4ipg	498	25	based	base	VBN
cord-302553-d0hk4ipg	498	26	on	on	IN
cord-302553-d0hk4ipg	498	27	the	the	DT
cord-302553-d0hk4ipg	498	28	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	498	29	network	network	NN
cord-302553-d0hk4ipg	498	30	.	.	.
cord-302553-d0hk4ipg	499	1	Our	-PRON-	PRP$
cord-302553-d0hk4ipg	499	2	optimized	optimized	JJ
cord-302553-d0hk4ipg	499	3	model	model	NN
cord-302553-d0hk4ipg	499	4	effectively	effectively	RB
cord-302553-d0hk4ipg	499	5	improves	improve	VBZ
cord-302553-d0hk4ipg	499	6	the	the	DT
cord-302553-d0hk4ipg	499	7	classification	classification	NN
cord-302553-d0hk4ipg	499	8	accuracy	accuracy	NN
cord-302553-d0hk4ipg	499	9	of	of	IN
cord-302553-d0hk4ipg	499	10	the	the	DT
cord-302553-d0hk4ipg	499	11	flu	flu	NN
cord-302553-d0hk4ipg	499	12	period	period	NN
cord-302553-d0hk4ipg	499	13	after	after	IN
cord-302553-d0hk4ipg	499	14	adding	add	VBG
cord-302553-d0hk4ipg	499	15	the	the	DT
cord-302553-d0hk4ipg	499	16	sentiment	sentiment	NN
cord-302553-d0hk4ipg	499	17	classification	classification	NN
cord-302553-d0hk4ipg	499	18	results	result	NNS
cord-302553-d0hk4ipg	499	19	.	.	.
cord-302553-d0hk4ipg	500	1	The	the	DT
cord-302553-d0hk4ipg	500	2	research	research	NN
cord-302553-d0hk4ipg	500	3	findings	finding	NNS
cord-302553-d0hk4ipg	500	4	have	have	VBP
cord-302553-d0hk4ipg	500	5	important	important	JJ
cord-302553-d0hk4ipg	500	6	theoretical	theoretical	JJ
cord-302553-d0hk4ipg	500	7	implications	implication	NNS
cord-302553-d0hk4ipg	500	8	.	.	.
cord-302553-d0hk4ipg	501	1	(	(	-LRB-
cord-302553-d0hk4ipg	501	2	1	1	CD
cord-302553-d0hk4ipg	501	3	)	)	-RRB-
cord-302553-d0hk4ipg	502	1	The	the	DT
cord-302553-d0hk4ipg	502	2	previous	previous	JJ
cord-302553-d0hk4ipg	502	3	literature	literature	NN
cord-302553-d0hk4ipg	502	4	investigates	investigate	VBZ
cord-302553-d0hk4ipg	502	5	the	the	DT
cord-302553-d0hk4ipg	502	6	sentiment	sentiment	NN
cord-302553-d0hk4ipg	502	7	and	and	CC
cord-302553-d0hk4ipg	502	8	disease	disease	NN
cord-302553-d0hk4ipg	502	9	predictions	prediction	NNS
cord-302553-d0hk4ipg	502	10	separately	separately	RB
cord-302553-d0hk4ipg	502	11	.	.	.
cord-302553-d0hk4ipg	503	1	This	this	DT
cord-302553-d0hk4ipg	503	2	paper	paper	NN
cord-302553-d0hk4ipg	503	3	examines	examine	VBZ
cord-302553-d0hk4ipg	503	4	the	the	DT
cord-302553-d0hk4ipg	503	5	relationship	relationship	NN
cord-302553-d0hk4ipg	503	6	between	between	IN
cord-302553-d0hk4ipg	503	7	sentiment	sentiment	NN
cord-302553-d0hk4ipg	503	8	and	and	CC
cord-302553-d0hk4ipg	503	9	disease	disease	NN
cord-302553-d0hk4ipg	503	10	detection	detection	NN
cord-302553-d0hk4ipg	503	11	.	.	.
cord-302553-d0hk4ipg	504	1	We	-PRON-	PRP
cord-302553-d0hk4ipg	504	2	found	find	VBD
cord-302553-d0hk4ipg	504	3	that	that	IN
cord-302553-d0hk4ipg	504	4	by	by	IN
cord-302553-d0hk4ipg	504	5	adding	add	VBG
cord-302553-d0hk4ipg	504	6	sentiment	sentiment	NN
cord-302553-d0hk4ipg	504	7	factors	factor	NNS
cord-302553-d0hk4ipg	504	8	,	,	,
cord-302553-d0hk4ipg	504	9	the	the	DT
cord-302553-d0hk4ipg	504	10	classification	classification	NN
cord-302553-d0hk4ipg	504	11	accuracy	accuracy	NN
cord-302553-d0hk4ipg	504	12	is	be	VBZ
cord-302553-d0hk4ipg	504	13	improved	improve	VBN
cord-302553-d0hk4ipg	504	14	remarkably	remarkably	RB
cord-302553-d0hk4ipg	504	15	,	,	,
cord-302553-d0hk4ipg	504	16	from	from	IN
cord-302553-d0hk4ipg	504	17	0.876	0.876	CD
cord-302553-d0hk4ipg	504	18	to	to	IN
cord-302553-d0hk4ipg	504	19	0.926	0.926	CD
cord-302553-d0hk4ipg	504	20	.	.	.
cord-302553-d0hk4ipg	505	1	(	(	-LRB-
cord-302553-d0hk4ipg	505	2	2	2	LS
cord-302553-d0hk4ipg	505	3	)	)	-RRB-
cord-302553-d0hk4ipg	506	1	This	this	DT
cord-302553-d0hk4ipg	506	2	paper	paper	NN
cord-302553-d0hk4ipg	506	3	explores	explore	VBZ
cord-302553-d0hk4ipg	506	4	the	the	DT
cord-302553-d0hk4ipg	506	5	relationship	relationship	NN
cord-302553-d0hk4ipg	506	6	between	between	IN
cord-302553-d0hk4ipg	506	7	the	the	DT
cord-302553-d0hk4ipg	506	8	sentiment	sentiment	NN
cord-302553-d0hk4ipg	506	9	polarity	polarity	NN
cord-302553-d0hk4ipg	506	10	and	and	CC
cord-302553-d0hk4ipg	506	11	the	the	DT
cord-302553-d0hk4ipg	506	12	flu	flu	NN
cord-302553-d0hk4ipg	506	13	-	-	HYPH
cord-302553-d0hk4ipg	506	14	period	period	NN
cord-302553-d0hk4ipg	506	15	at	at	IN
cord-302553-d0hk4ipg	506	16	two	two	CD
cord-302553-d0hk4ipg	506	17	levels	level	NNS
cord-302553-d0hk4ipg	506	18	of	of	IN
cord-302553-d0hk4ipg	506	19	words	word	NNS
cord-302553-d0hk4ipg	506	20	and	and	CC
cord-302553-d0hk4ipg	506	21	text	text	NN
cord-302553-d0hk4ipg	506	22	,	,	,
cord-302553-d0hk4ipg	506	23	combining	combine	VBG
cord-302553-d0hk4ipg	506	24	the	the	DT
cord-302553-d0hk4ipg	506	25	methods	method	NNS
cord-302553-d0hk4ipg	506	26	of	of	IN
cord-302553-d0hk4ipg	506	27	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	506	28	and	and	CC
cord-302553-d0hk4ipg	506	29	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	506	30	,	,	,
cord-302553-d0hk4ipg	506	31	which	which	WDT
cord-302553-d0hk4ipg	506	32	have	have	VBP
cord-302553-d0hk4ipg	506	33	been	be	VBN
cord-302553-d0hk4ipg	506	34	used	use	VBN
cord-302553-d0hk4ipg	506	35	rarely	rarely	RB
cord-302553-d0hk4ipg	506	36	for	for	IN
cord-302553-d0hk4ipg	506	37	disease	disease	NN
cord-302553-d0hk4ipg	506	38	surveillance	surveillance	NN
cord-302553-d0hk4ipg	506	39	studies	study	NNS
cord-302553-d0hk4ipg	506	40	.	.	.
cord-302553-d0hk4ipg	507	1	(	(	-LRB-
cord-302553-d0hk4ipg	507	2	3	3	LS
cord-302553-d0hk4ipg	507	3	)	)	-RRB-
cord-302553-d0hk4ipg	508	1	This	this	DT
cord-302553-d0hk4ipg	508	2	research	research	NN
cord-302553-d0hk4ipg	508	3	proposes	propose	VBZ
cord-302553-d0hk4ipg	508	4	a	a	DT
cord-302553-d0hk4ipg	508	5	complete	complete	JJ
cord-302553-d0hk4ipg	508	6	theoretical	theoretical	JJ
cord-302553-d0hk4ipg	508	7	framework	framework	NN
cord-302553-d0hk4ipg	508	8	based	base	VBN
cord-302553-d0hk4ipg	508	9	on	on	IN
cord-302553-d0hk4ipg	508	10	web	web	NN
cord-302553-d0hk4ipg	508	11	-	-	HYPH
cord-302553-d0hk4ipg	508	12	based	base	VBN
cord-302553-d0hk4ipg	508	13	social	social	JJ
cord-302553-d0hk4ipg	508	14	media	medium	NNS
cord-302553-d0hk4ipg	508	15	data	datum	NNS
cord-302553-d0hk4ipg	508	16	.	.	.
cord-302553-d0hk4ipg	509	1	The	the	DT
cord-302553-d0hk4ipg	509	2	use	use	NN
cord-302553-d0hk4ipg	509	3	of	of	IN
cord-302553-d0hk4ipg	509	4	this	this	DT
cord-302553-d0hk4ipg	509	5	model	model	NN
cord-302553-d0hk4ipg	509	6	can	can	MD
cord-302553-d0hk4ipg	509	7	be	be	VB
cord-302553-d0hk4ipg	509	8	extended	extend	VBN
cord-302553-d0hk4ipg	509	9	to	to	IN
cord-302553-d0hk4ipg	509	10	many	many	JJ
cord-302553-d0hk4ipg	509	11	aspects	aspect	NNS
cord-302553-d0hk4ipg	509	12	,	,	,
cord-302553-d0hk4ipg	509	13	such	such	JJ
cord-302553-d0hk4ipg	509	14	as	as	IN
cord-302553-d0hk4ipg	509	15	monitoring	monitor	VBG
cord-302553-d0hk4ipg	509	16	chronic	chronic	JJ
cord-302553-d0hk4ipg	509	17	and	and	CC
cord-302553-d0hk4ipg	509	18	mental	mental	JJ
cord-302553-d0hk4ipg	509	19	diseases	disease	NNS
cord-302553-d0hk4ipg	509	20	.	.	.
cord-302553-d0hk4ipg	510	1	This	this	DT
cord-302553-d0hk4ipg	510	2	study	study	NN
cord-302553-d0hk4ipg	510	3	also	also	RB
cord-302553-d0hk4ipg	510	4	has	have	VBZ
cord-302553-d0hk4ipg	510	5	important	important	JJ
cord-302553-d0hk4ipg	510	6	practical	practical	JJ
cord-302553-d0hk4ipg	510	7	implications	implication	NNS
cord-302553-d0hk4ipg	510	8	.	.	.
cord-302553-d0hk4ipg	511	1	(	(	-LRB-
cord-302553-d0hk4ipg	511	2	1	1	LS
cord-302553-d0hk4ipg	511	3	)	)	-RRB-
cord-302553-d0hk4ipg	511	4	This	this	DT
cord-302553-d0hk4ipg	511	5	paper	paper	NN
cord-302553-d0hk4ipg	511	6	optimizes	optimize	VBZ
cord-302553-d0hk4ipg	511	7	the	the	DT
cord-302553-d0hk4ipg	511	8	disease	disease	NN
cord-302553-d0hk4ipg	511	9	detecting	detect	VBG
cord-302553-d0hk4ipg	511	10	process	process	NN
cord-302553-d0hk4ipg	511	11	and	and	CC
cord-302553-d0hk4ipg	511	12	establishes	establish	VBZ
cord-302553-d0hk4ipg	511	13	multichannel	multichannel	JJ
cord-302553-d0hk4ipg	511	14	surveillance	surveillance	NN
cord-302553-d0hk4ipg	511	15	measures	measure	NNS
cord-302553-d0hk4ipg	511	16	for	for	IN
cord-302553-d0hk4ipg	511	17	CDC	CDC	NNP
cord-302553-d0hk4ipg	511	18	decision	decision	NN
cord-302553-d0hk4ipg	511	19	making	making	NN
cord-302553-d0hk4ipg	511	20	.	.	.
cord-302553-d0hk4ipg	512	1	(	(	-LRB-
cord-302553-d0hk4ipg	512	2	2	2	LS
cord-302553-d0hk4ipg	512	3	)	)	-RRB-
cord-302553-d0hk4ipg	513	1	This	this	DT
cord-302553-d0hk4ipg	513	2	paper	paper	NN
cord-302553-d0hk4ipg	513	3	will	will	MD
cord-302553-d0hk4ipg	513	4	monitor	monitor	VB
cord-302553-d0hk4ipg	513	5	a	a	DT
cord-302553-d0hk4ipg	513	6	larger	large	JJR
cord-302553-d0hk4ipg	513	7	range	range	NN
cord-302553-d0hk4ipg	513	8	of	of	IN
cord-302553-d0hk4ipg	513	9	infected	infected	JJ
cord-302553-d0hk4ipg	513	10	population	population	NN
cord-302553-d0hk4ipg	513	11	.	.	.
cord-302553-d0hk4ipg	514	1	Furthermore	furthermore	RB
cord-302553-d0hk4ipg	514	2	,	,	,
cord-302553-d0hk4ipg	514	3	it	-PRON-	PRP
cord-302553-d0hk4ipg	514	4	can	can	MD
cord-302553-d0hk4ipg	514	5	identify	identify	VB
cord-302553-d0hk4ipg	514	6	patients	patient	NNS
cord-302553-d0hk4ipg	514	7	in	in	IN
cord-302553-d0hk4ipg	514	8	advance	advance	NN
cord-302553-d0hk4ipg	514	9	who	who	WP
cord-302553-d0hk4ipg	514	10	are	be	VBP
cord-302553-d0hk4ipg	514	11	not	not	RB
cord-302553-d0hk4ipg	514	12	aware	aware	JJ
cord-302553-d0hk4ipg	514	13	of	of	IN
cord-302553-d0hk4ipg	514	14	disease	disease	NN
cord-302553-d0hk4ipg	514	15	.	.	.
cord-302553-d0hk4ipg	515	1	(	(	-LRB-
cord-302553-d0hk4ipg	515	2	3	3	LS
cord-302553-d0hk4ipg	515	3	)	)	-RRB-
cord-302553-d0hk4ipg	516	1	The	the	DT
cord-302553-d0hk4ipg	516	2	previous	previous	JJ
cord-302553-d0hk4ipg	516	3	weibo	weibo	NNP
cord-302553-d0hk4ipg	516	4	text	text	NNP
cord-302553-d0hk4ipg	516	5	processing	processing	NN
cord-302553-d0hk4ipg	516	6	classifies	classify	VBZ
cord-302553-d0hk4ipg	516	7	only	only	JJ
cord-302553-d0hk4ipg	516	8	flu	flu	NN
cord-302553-d0hk4ipg	516	9	-	-	HYPH
cord-302553-d0hk4ipg	516	10	related	relate	VBN
cord-302553-d0hk4ipg	516	11	weibos	weibos	NNP
cord-302553-d0hk4ipg	516	12	and	and	CC
cord-302553-d0hk4ipg	516	13	unrelated	unrelated	JJ
cord-302553-d0hk4ipg	516	14	weibos	weibos	NNP
cord-302553-d0hk4ipg	516	15	.	.	.
cord-302553-d0hk4ipg	517	1	This	this	DT
cord-302553-d0hk4ipg	517	2	paper	paper	NN
cord-302553-d0hk4ipg	517	3	further	further	RB
cord-302553-d0hk4ipg	517	4	divides	divide	VBZ
cord-302553-d0hk4ipg	517	5	flu	flu	NN
cord-302553-d0hk4ipg	517	6	-	-	HYPH
cord-302553-d0hk4ipg	517	7	related	relate	VBN
cord-302553-d0hk4ipg	517	8	weibos	weibos	NNP
cord-302553-d0hk4ipg	517	9	into	into	IN
cord-302553-d0hk4ipg	517	10	two	two	CD
cord-302553-d0hk4ipg	517	11	periods	period	NNS
cord-302553-d0hk4ipg	517	12	:	:	:
cord-302553-d0hk4ipg	517	13	recovered	recover	VBN
cord-302553-d0hk4ipg	517	14	and	and	CC
cord-302553-d0hk4ipg	517	15	infectious	infectious	JJ
cord-302553-d0hk4ipg	517	16	.	.	.
cord-302553-d0hk4ipg	518	1	Research	research	NN
cord-302553-d0hk4ipg	518	2	outcomes	outcome	NNS
cord-302553-d0hk4ipg	518	3	improve	improve	VBP
cord-302553-d0hk4ipg	518	4	the	the	DT
cord-302553-d0hk4ipg	518	5	reliability	reliability	NN
cord-302553-d0hk4ipg	518	6	and	and	CC
cord-302553-d0hk4ipg	518	7	accuracy	accuracy	NN
cord-302553-d0hk4ipg	518	8	for	for	IN
cord-302553-d0hk4ipg	518	9	the	the	DT
cord-302553-d0hk4ipg	518	10	prediction	prediction	NN
cord-302553-d0hk4ipg	518	11	of	of	IN
cord-302553-d0hk4ipg	518	12	flu	flu	NN
cord-302553-d0hk4ipg	518	13	trends	trend	NNS
cord-302553-d0hk4ipg	518	14	.	.	.
cord-302553-d0hk4ipg	519	1	Both	both	DT
cord-302553-d0hk4ipg	519	2	point	point	NN
cord-302553-d0hk4ipg	519	3	(	(	-LRB-
cord-302553-d0hk4ipg	519	4	2	2	CD
cord-302553-d0hk4ipg	519	5	)	)	-RRB-
cord-302553-d0hk4ipg	519	6	and	and	CC
cord-302553-d0hk4ipg	519	7	point	point	NN
cord-302553-d0hk4ipg	519	8	(	(	-LRB-
cord-302553-d0hk4ipg	519	9	3	3	LS
cord-302553-d0hk4ipg	519	10	)	)	-RRB-
cord-302553-d0hk4ipg	519	11	not	not	RB
cord-302553-d0hk4ipg	519	12	only	only	RB
cord-302553-d0hk4ipg	519	13	help	help	VB
cord-302553-d0hk4ipg	519	14	the	the	DT
cord-302553-d0hk4ipg	519	15	CDC	CDC	NNP
cord-302553-d0hk4ipg	519	16	to	to	TO
cord-302553-d0hk4ipg	519	17	detect	detect	VB
cord-302553-d0hk4ipg	519	18	disease	disease	NN
cord-302553-d0hk4ipg	519	19	information	information	NN
cord-302553-d0hk4ipg	519	20	in	in	IN
cord-302553-d0hk4ipg	519	21	real	real	JJ
cord-302553-d0hk4ipg	519	22	time	time	NN
cord-302553-d0hk4ipg	519	23	but	but	CC
cord-302553-d0hk4ipg	519	24	also	also	RB
cord-302553-d0hk4ipg	519	25	provide	provide	VB
cord-302553-d0hk4ipg	519	26	a	a	DT
cord-302553-d0hk4ipg	519	27	novel	novel	JJ
cord-302553-d0hk4ipg	519	28	method	method	NN
cord-302553-d0hk4ipg	519	29	for	for	IN
cord-302553-d0hk4ipg	519	30	disease	disease	NN
cord-302553-d0hk4ipg	519	31	information	information	NN
cord-302553-d0hk4ipg	519	32	management	management	NN
cord-302553-d0hk4ipg	519	33	.	.	.
cord-302553-d0hk4ipg	520	1	(	(	-LRB-
cord-302553-d0hk4ipg	520	2	4	4	LS
cord-302553-d0hk4ipg	520	3	)	)	-RRB-
cord-302553-d0hk4ipg	521	1	The	the	DT
cord-302553-d0hk4ipg	521	2	conclusion	conclusion	NN
cord-302553-d0hk4ipg	521	3	supports	support	VBZ
cord-302553-d0hk4ipg	521	4	the	the	DT
cord-302553-d0hk4ipg	521	5	expansion	expansion	NN
cord-302553-d0hk4ipg	521	6	of	of	IN
cord-302553-d0hk4ipg	521	7	the	the	DT
cord-302553-d0hk4ipg	521	8	number	number	NN
cord-302553-d0hk4ipg	521	9	of	of	IN
cord-302553-d0hk4ipg	521	10	neural	neural	JJ
cord-302553-d0hk4ipg	521	11	network	network	NN
cord-302553-d0hk4ipg	521	12	training	training	NN
cord-302553-d0hk4ipg	521	13	sets	set	NNS
cord-302553-d0hk4ipg	521	14	,	,	,
cord-302553-d0hk4ipg	521	15	eliminating	eliminate	VBG
cord-302553-d0hk4ipg	521	16	some	some	DT
cord-302553-d0hk4ipg	521	17	of	of	IN
cord-302553-d0hk4ipg	521	18	the	the	DT
cord-302553-d0hk4ipg	521	19	high	high	JJ
cord-302553-d0hk4ipg	521	20	cost	cost	NN
cord-302553-d0hk4ipg	521	21	of	of	IN
cord-302553-d0hk4ipg	521	22	manual	manual	JJ
cord-302553-d0hk4ipg	521	23	labeling	labeling	NN
cord-302553-d0hk4ipg	521	24	.	.	.
cord-302553-d0hk4ipg	522	1	The	the	DT
cord-302553-d0hk4ipg	522	2	classification	classification	NN
cord-302553-d0hk4ipg	522	3	results	result	NNS
cord-302553-d0hk4ipg	522	4	of	of	IN
cord-302553-d0hk4ipg	522	5	the	the	DT
cord-302553-d0hk4ipg	522	6	flu	flu	NN
cord-302553-d0hk4ipg	522	7	-	-	HYPH
cord-302553-d0hk4ipg	522	8	period	period	NN
cord-302553-d0hk4ipg	522	9	can	can	MD
cord-302553-d0hk4ipg	522	10	be	be	VB
cord-302553-d0hk4ipg	522	11	replaced	replace	VBN
cord-302553-d0hk4ipg	522	12	in	in	IN
cord-302553-d0hk4ipg	522	13	the	the	DT
cord-302553-d0hk4ipg	522	14	model	model	NN
cord-302553-d0hk4ipg	522	15	to	to	TO
cord-302553-d0hk4ipg	522	16	increase	increase	VB
cord-302553-d0hk4ipg	522	17	the	the	DT
cord-302553-d0hk4ipg	522	18	amount	amount	NN
cord-302553-d0hk4ipg	522	19	of	of	IN
cord-302553-d0hk4ipg	522	20	training	training	NN
cord-302553-d0hk4ipg	522	21	set	set	NN
cord-302553-d0hk4ipg	522	22	data	datum	NNS
cord-302553-d0hk4ipg	522	23	,	,	,
cord-302553-d0hk4ipg	522	24	which	which	WDT
cord-302553-d0hk4ipg	522	25	enables	enable	VBZ
cord-302553-d0hk4ipg	522	26	the	the	DT
cord-302553-d0hk4ipg	522	27	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	522	28	neural	neural	JJ
cord-302553-d0hk4ipg	522	29	network	network	NN
cord-302553-d0hk4ipg	522	30	to	to	TO
cord-302553-d0hk4ipg	522	31	fully	fully	RB
cord-302553-d0hk4ipg	522	32	learn	learn	VB
cord-302553-d0hk4ipg	522	33	to	to	TO
cord-302553-d0hk4ipg	522	34	better	better	RB
cord-302553-d0hk4ipg	522	35	characterize	characterize	VB
cord-302553-d0hk4ipg	522	36	the	the	DT
cord-302553-d0hk4ipg	522	37	model	model	NN
cord-302553-d0hk4ipg	522	38	.	.	.
cord-302553-d0hk4ipg	523	1	Timely	timely	JJ
cord-302553-d0hk4ipg	523	2	and	and	CC
cord-302553-d0hk4ipg	523	3	reliable	reliable	JJ
cord-302553-d0hk4ipg	523	4	flu	flu	NN
cord-302553-d0hk4ipg	523	5	monitoring	monitoring	NN
cord-302553-d0hk4ipg	523	6	is	be	VBZ
cord-302553-d0hk4ipg	523	7	an	an	DT
cord-302553-d0hk4ipg	523	8	important	important	JJ
cord-302553-d0hk4ipg	523	9	basis	basis	NN
cord-302553-d0hk4ipg	523	10	for	for	IN
cord-302553-d0hk4ipg	523	11	successful	successful	JJ
cord-302553-d0hk4ipg	523	12	control	control	NN
cord-302553-d0hk4ipg	523	13	of	of	IN
cord-302553-d0hk4ipg	523	14	the	the	DT
cord-302553-d0hk4ipg	523	15	spread	spread	NN
cord-302553-d0hk4ipg	523	16	of	of	IN
cord-302553-d0hk4ipg	523	17	disease	disease	NN
cord-302553-d0hk4ipg	523	18	and	and	CC
cord-302553-d0hk4ipg	523	19	mitigation	mitigation	NN
cord-302553-d0hk4ipg	523	20	of	of	IN
cord-302553-d0hk4ipg	523	21	the	the	DT
cord-302553-d0hk4ipg	523	22	associated	associate	VBN
cord-302553-d0hk4ipg	523	23	damage	damage	NN
cord-302553-d0hk4ipg	523	24	.	.	.
cord-302553-d0hk4ipg	524	1	However	however	RB
cord-302553-d0hk4ipg	524	2	,	,	,
cord-302553-d0hk4ipg	524	3	due	due	IN
cord-302553-d0hk4ipg	524	4	to	to	IN
cord-302553-d0hk4ipg	524	5	its	-PRON-	PRP$
cord-302553-d0hk4ipg	524	6	high	high	JJ
cord-302553-d0hk4ipg	524	7	contagiousness	contagiousness	NN
cord-302553-d0hk4ipg	524	8	and	and	CC
cord-302553-d0hk4ipg	524	9	rapid	rapid	JJ
cord-302553-d0hk4ipg	524	10	spread	spread	NN
cord-302553-d0hk4ipg	524	11	,	,	,
cord-302553-d0hk4ipg	524	12	the	the	DT
cord-302553-d0hk4ipg	524	13	flu	flu	NN
cord-302553-d0hk4ipg	524	14	epidemic	epidemic	NN
cord-302553-d0hk4ipg	524	15	has	have	VBZ
cord-302553-d0hk4ipg	524	16	caused	cause	VBN
cord-302553-d0hk4ipg	524	17	great	great	JJ
cord-302553-d0hk4ipg	524	18	difficulties	difficulty	NNS
cord-302553-d0hk4ipg	524	19	in	in	IN
cord-302553-d0hk4ipg	524	20	prevention	prevention	NN
cord-302553-d0hk4ipg	524	21	and	and	CC
cord-302553-d0hk4ipg	524	22	surveillance	surveillance	NN
cord-302553-d0hk4ipg	524	23	.	.	.
cord-302553-d0hk4ipg	525	1	With	with	IN
cord-302553-d0hk4ipg	525	2	the	the	DT
cord-302553-d0hk4ipg	525	3	rapid	rapid	JJ
cord-302553-d0hk4ipg	525	4	development	development	NN
cord-302553-d0hk4ipg	525	5	and	and	CC
cord-302553-d0hk4ipg	525	6	popularity	popularity	NN
cord-302553-d0hk4ipg	525	7	of	of	IN
cord-302553-d0hk4ipg	525	8	web	web	NN
cord-302553-d0hk4ipg	525	9	-	-	HYPH
cord-302553-d0hk4ipg	525	10	based	base	VBN
cord-302553-d0hk4ipg	525	11	social	social	JJ
cord-302553-d0hk4ipg	525	12	media	media	NN
cord-302553-d0hk4ipg	525	13	platform	platform	NN
cord-302553-d0hk4ipg	525	14	data	datum	NNS
cord-302553-d0hk4ipg	525	15	,	,	,
cord-302553-d0hk4ipg	525	16	Sina	Sina	NNP
cord-302553-d0hk4ipg	525	17	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	525	18	,	,	,
cord-302553-d0hk4ipg	525	19	one	one	CD
cord-302553-d0hk4ipg	525	20	of	of	IN
cord-302553-d0hk4ipg	525	21	the	the	DT
cord-302553-d0hk4ipg	525	22	world	world	NN
cord-302553-d0hk4ipg	525	23	's	's	POS
cord-302553-d0hk4ipg	525	24	largest	large	JJS
cord-302553-d0hk4ipg	525	25	social	social	JJ
cord-302553-d0hk4ipg	525	26	media	medium	NNS
cord-302553-d0hk4ipg	525	27	companies	company	NNS
cord-302553-d0hk4ipg	525	28	,	,	,
cord-302553-d0hk4ipg	525	29	has	have	VBZ
cord-302553-d0hk4ipg	525	30	become	become	VBN
cord-302553-d0hk4ipg	525	31	an	an	DT
cord-302553-d0hk4ipg	525	32	ideal	ideal	JJ
cord-302553-d0hk4ipg	525	33	data	data	NN
cord-302553-d0hk4ipg	525	34	source	source	NN
cord-302553-d0hk4ipg	525	35	to	to	TO
cord-302553-d0hk4ipg	525	36	make	make	VB
cord-302553-d0hk4ipg	525	37	real	real	JJ
cord-302553-d0hk4ipg	525	38	-	-	HYPH
cord-302553-d0hk4ipg	525	39	time	time	NN
cord-302553-d0hk4ipg	525	40	,	,	,
cord-302553-d0hk4ipg	525	41	low	low	JJ
cord-302553-d0hk4ipg	525	42	-	-	HYPH
cord-302553-d0hk4ipg	525	43	cost	cost	NN
cord-302553-d0hk4ipg	525	44	surveillance	surveillance	NN
cord-302553-d0hk4ipg	525	45	possible	possible	JJ
cord-302553-d0hk4ipg	525	46	as	as	IN
cord-302553-d0hk4ipg	525	47	an	an	DT
cord-302553-d0hk4ipg	525	48	early	early	JJ
cord-302553-d0hk4ipg	525	49	warning	warning	NN
cord-302553-d0hk4ipg	525	50	of	of	IN
cord-302553-d0hk4ipg	525	51	outbreaks	outbreak	NNS
cord-302553-d0hk4ipg	525	52	and	and	CC
cord-302553-d0hk4ipg	525	53	an	an	DT
cord-302553-d0hk4ipg	525	54	adjunct	adjunct	NN
cord-302553-d0hk4ipg	525	55	to	to	IN
cord-302553-d0hk4ipg	525	56	traditional	traditional	JJ
cord-302553-d0hk4ipg	525	57	methods	method	NNS
cord-302553-d0hk4ipg	525	58	of	of	IN
cord-302553-d0hk4ipg	525	59	investigation	investigation	NN
cord-302553-d0hk4ipg	525	60	.	.	.
cord-302553-d0hk4ipg	526	1	According	accord	VBG
cord-302553-d0hk4ipg	526	2	to	to	IN
cord-302553-d0hk4ipg	526	3	the	the	DT
cord-302553-d0hk4ipg	526	4	latest	late	JJS
cord-302553-d0hk4ipg	526	5	estimate	estimate	NN
cord-302553-d0hk4ipg	526	6	by	by	IN
cord-302553-d0hk4ipg	526	7	the	the	DT
cord-302553-d0hk4ipg	526	8	United	United	NNP
cord-302553-d0hk4ipg	526	9	States	States	NNP
cord-302553-d0hk4ipg	526	10	Centers	Centers	NNPS
cord-302553-d0hk4ipg	526	11	for	for	IN
cord-302553-d0hk4ipg	526	12	Disease	Disease	NNP
cord-302553-d0hk4ipg	526	13	Control	Control	NNP
cord-302553-d0hk4ipg	526	14	and	and	CC
cord-302553-d0hk4ipg	526	15	Prevention	Prevention	NNP
cord-302553-d0hk4ipg	527	1	(	(	-LRB-
cord-302553-d0hk4ipg	527	2	US	US	NNP
cord-302553-d0hk4ipg	527	3	-	-	HYPH
cord-302553-d0hk4ipg	527	4	CDC	CDC	NNP
cord-302553-d0hk4ipg	527	5	)	)	-RRB-
cord-302553-d0hk4ipg	527	6	,	,	,
cord-302553-d0hk4ipg	527	7	as	as	RB
cord-302553-d0hk4ipg	527	8	many	many	JJ
cord-302553-d0hk4ipg	527	9	as	as	IN
cord-302553-d0hk4ipg	527	10	650,000	650,000	CD
cord-302553-d0hk4ipg	527	11	people	people	NNS
cord-302553-d0hk4ipg	527	12	worldwide	worldwide	RB
cord-302553-d0hk4ipg	527	13	die	die	VBP
cord-302553-d0hk4ipg	527	14	from	from	IN
cord-302553-d0hk4ipg	527	15	seasonal	seasonal	JJ
cord-302553-d0hk4ipg	527	16	flu	flu	NN
cord-302553-d0hk4ipg	527	17	-	-	HYPH
cord-302553-d0hk4ipg	527	18	related	relate	VBN
cord-302553-d0hk4ipg	527	19	respiratory	respiratory	JJ
cord-302553-d0hk4ipg	527	20	diseases	disease	NNS
cord-302553-d0hk4ipg	527	21	each	each	DT
cord-302553-d0hk4ipg	527	22	year	year	NN
cord-302553-d0hk4ipg	527	23	.	.	.
cord-302553-d0hk4ipg	528	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	528	2	is	be	VBZ
cord-302553-d0hk4ipg	528	3	evident	evident	JJ
cord-302553-d0hk4ipg	528	4	that	that	IN
cord-302553-d0hk4ipg	528	5	the	the	DT
cord-302553-d0hk4ipg	528	6	flu	flu	NN
cord-302553-d0hk4ipg	528	7	imposes	impose	VBZ
cord-302553-d0hk4ipg	528	8	a	a	DT
cord-302553-d0hk4ipg	528	9	heavy	heavy	JJ
cord-302553-d0hk4ipg	528	10	burden	burden	NN
cord-302553-d0hk4ipg	528	11	on	on	IN
cord-302553-d0hk4ipg	528	12	the	the	DT
cord-302553-d0hk4ipg	528	13	international	international	JJ
cord-302553-d0hk4ipg	528	14	community	community	NN
cord-302553-d0hk4ipg	528	15	,	,	,
cord-302553-d0hk4ipg	528	16	and	and	CC
cord-302553-d0hk4ipg	528	17	the	the	DT
cord-302553-d0hk4ipg	528	18	flu	flu	NN
cord-302553-d0hk4ipg	528	19	's	's	POS
cord-302553-d0hk4ipg	528	20	global	global	JJ
cord-302553-d0hk4ipg	528	21	,	,	,
cord-302553-d0hk4ipg	528	22	social	social	JJ
cord-302553-d0hk4ipg	528	23	and	and	CC
cord-302553-d0hk4ipg	528	24	economic	economic	JJ
cord-302553-d0hk4ipg	528	25	costs	cost	NNS
cord-302553-d0hk4ipg	528	26	are	be	VBP
cord-302553-d0hk4ipg	528	27	considerable	considerable	JJ
cord-302553-d0hk4ipg	528	28	.	.	.
cord-302553-d0hk4ipg	529	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	529	2	is	be	VBZ
cord-302553-d0hk4ipg	529	3	worth	worth	JJ
cord-302553-d0hk4ipg	529	4	noting	note	VBG
cord-302553-d0hk4ipg	529	5	that	that	IN
cord-302553-d0hk4ipg	529	6	improving	improve	VBG
cord-302553-d0hk4ipg	529	7	the	the	DT
cord-302553-d0hk4ipg	529	8	ability	ability	NN
cord-302553-d0hk4ipg	529	9	to	to	TO
cord-302553-d0hk4ipg	529	10	monitor	monitor	VB
cord-302553-d0hk4ipg	529	11	infectious	infectious	JJ
cord-302553-d0hk4ipg	529	12	disease	disease	NN
cord-302553-d0hk4ipg	529	13	is	be	VBZ
cord-302553-d0hk4ipg	529	14	the	the	DT
cord-302553-d0hk4ipg	529	15	key	key	NN
cord-302553-d0hk4ipg	529	16	to	to	IN
cord-302553-d0hk4ipg	529	17	further	further	JJ
cord-302553-d0hk4ipg	529	18	strengthening	strengthen	VBG
cord-302553-d0hk4ipg	529	19	management	management	NN
cord-302553-d0hk4ipg	529	20	capacity	capacity	NN
cord-302553-d0hk4ipg	529	21	of	of	IN
cord-302553-d0hk4ipg	529	22	the	the	DT
cord-302553-d0hk4ipg	529	23	health	health	NN
cord-302553-d0hk4ipg	529	24	system	system	NN
cord-302553-d0hk4ipg	529	25	and	and	CC
cord-302553-d0hk4ipg	529	26	organizing	organize	VBG
cord-302553-d0hk4ipg	529	27	a	a	DT
cord-302553-d0hk4ipg	529	28	massive	massive	JJ
cord-302553-d0hk4ipg	529	29	flu	flu	NN
cord-302553-d0hk4ipg	529	30	outbreak	outbreak	NN
cord-302553-d0hk4ipg	529	31	response	response	NN
cord-302553-d0hk4ipg	529	32	.	.	.
cord-302553-d0hk4ipg	530	1	However	however	RB
cord-302553-d0hk4ipg	530	2	,	,	,
cord-302553-d0hk4ipg	530	3	most	most	RBS
cord-302553-d0hk4ipg	530	4	traditional	traditional	JJ
cord-302553-d0hk4ipg	530	5	epidemiological	epidemiological	JJ
cord-302553-d0hk4ipg	530	6	surveillance	surveillance	NN
cord-302553-d0hk4ipg	530	7	methods	method	NNS
cord-302553-d0hk4ipg	530	8	adopt	adopt	VBP
cord-302553-d0hk4ipg	530	9	clinical	clinical	JJ
cord-302553-d0hk4ipg	530	10	data	datum	NNS
cord-302553-d0hk4ipg	530	11	through	through	IN
cord-302553-d0hk4ipg	530	12	manual	manual	JJ
cord-302553-d0hk4ipg	530	13	information	information	NN
cord-302553-d0hk4ipg	530	14	collection	collection	NN
cord-302553-d0hk4ipg	530	15	,	,	,
cord-302553-d0hk4ipg	530	16	showing	show	VBG
cord-302553-d0hk4ipg	530	17	the	the	DT
cord-302553-d0hk4ipg	530	18	shortcomings	shortcoming	NNS
cord-302553-d0hk4ipg	530	19	of	of	IN
cord-302553-d0hk4ipg	530	20	high	high	JJ
cord-302553-d0hk4ipg	530	21	labor	labor	NN
cord-302553-d0hk4ipg	530	22	costs	cost	NNS
cord-302553-d0hk4ipg	530	23	but	but	CC
cord-302553-d0hk4ipg	530	24	also	also	RB
cord-302553-d0hk4ipg	530	25	causing	cause	VBG
cord-302553-d0hk4ipg	530	26	a	a	DT
cord-302553-d0hk4ipg	530	27	lag	lag	NN
cord-302553-d0hk4ipg	530	28	in	in	IN
cord-302553-d0hk4ipg	530	29	data	datum	NNS
cord-302553-d0hk4ipg	530	30	timeliness	timeliness	NN
cord-302553-d0hk4ipg	530	31	.	.	.
cord-302553-d0hk4ipg	531	1	The	the	DT
cord-302553-d0hk4ipg	531	2	data	data	NN
cord-302553-d0hk4ipg	531	3	limitation	limitation	NN
cord-302553-d0hk4ipg	531	4	makes	make	VBZ
cord-302553-d0hk4ipg	531	5	it	-PRON-	PRP
cord-302553-d0hk4ipg	531	6	difficult	difficult	JJ
cord-302553-d0hk4ipg	531	7	to	to	TO
cord-302553-d0hk4ipg	531	8	understand	understand	VB
cord-302553-d0hk4ipg	531	9	the	the	DT
cord-302553-d0hk4ipg	531	10	current	current	JJ
cord-302553-d0hk4ipg	531	11	situation	situation	NN
cord-302553-d0hk4ipg	531	12	,	,	,
cord-302553-d0hk4ipg	531	13	which	which	WDT
cord-302553-d0hk4ipg	531	14	is	be	VBZ
cord-302553-d0hk4ipg	531	15	critical	critical	JJ
cord-302553-d0hk4ipg	531	16	for	for	IN
cord-302553-d0hk4ipg	531	17	flu	flu	NN
cord-302553-d0hk4ipg	531	18	trend	trend	NN
cord-302553-d0hk4ipg	531	19	forecasting	forecasting	NN
cord-302553-d0hk4ipg	531	20	.	.	.
cord-302553-d0hk4ipg	532	1	Social	social	JJ
cord-302553-d0hk4ipg	532	2	media	medium	NNS
cord-302553-d0hk4ipg	532	3	data	data	NN
cord-302553-d0hk4ipg	532	4	increase	increase	NN
cord-302553-d0hk4ipg	532	5	at	at	IN
cord-302553-d0hk4ipg	532	6	a	a	DT
cord-302553-d0hk4ipg	532	7	rapid	rapid	JJ
cord-302553-d0hk4ipg	532	8	pace	pace	NN
cord-302553-d0hk4ipg	532	9	,	,	,
cord-302553-d0hk4ipg	532	10	including	include	VBG
cord-302553-d0hk4ipg	532	11	epidemiological	epidemiological	JJ
cord-302553-d0hk4ipg	532	12	data	datum	NNS
cord-302553-d0hk4ipg	532	13	,	,	,
cord-302553-d0hk4ipg	532	14	which	which	WDT
cord-302553-d0hk4ipg	532	15	offer	offer	VBP
cord-302553-d0hk4ipg	532	16	benefits	benefit	NNS
cord-302553-d0hk4ipg	532	17	in	in	IN
cord-302553-d0hk4ipg	532	18	terms	term	NNS
cord-302553-d0hk4ipg	532	19	of	of	IN
cord-302553-d0hk4ipg	532	20	timeliness	timeliness	NN
cord-302553-d0hk4ipg	532	21	and	and	CC
cord-302553-d0hk4ipg	532	22	magnitude	magnitude	NN
cord-302553-d0hk4ipg	532	23	.	.	.
cord-302553-d0hk4ipg	533	1	Sina	Sina	NNP
cord-302553-d0hk4ipg	533	2	's	's	POS
cord-302553-d0hk4ipg	533	3	2018	2018	CD
cord-302553-d0hk4ipg	533	4	quarter	quarter	NN
cord-302553-d0hk4ipg	533	5	earnings	earning	NNS
cord-302553-d0hk4ipg	533	6	report	report	NN
cord-302553-d0hk4ipg	533	7	that	that	IN
cord-302553-d0hk4ipg	533	8	the	the	DT
cord-302553-d0hk4ipg	533	9	number	number	NN
cord-302553-d0hk4ipg	533	10	of	of	IN
cord-302553-d0hk4ipg	533	11	monthly	monthly	JJ
cord-302553-d0hk4ipg	533	12	active	active	JJ
cord-302553-d0hk4ipg	533	13	users	user	NNS
cord-302553-d0hk4ipg	533	14	of	of	IN
cord-302553-d0hk4ipg	533	15	Sina	Sina	NNP
cord-302553-d0hk4ipg	533	16	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	533	17	is	be	VBZ
cord-302553-d0hk4ipg	533	18	larger	large	JJR
cord-302553-d0hk4ipg	533	19	than	than	IN
cord-302553-d0hk4ipg	533	20	that	that	DT
cord-302553-d0hk4ipg	533	21	of	of	IN
cord-302553-d0hk4ipg	533	22	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	533	23	,	,	,
cord-302553-d0hk4ipg	533	24	which	which	WDT
cord-302553-d0hk4ipg	533	25	makes	make	VBZ
cord-302553-d0hk4ipg	533	26	it	-PRON-	PRP
cord-302553-d0hk4ipg	533	27	the	the	DT
cord-302553-d0hk4ipg	533	28	world	world	NN
cord-302553-d0hk4ipg	533	29	's	's	POS
cord-302553-d0hk4ipg	533	30	largest	large	JJS
cord-302553-d0hk4ipg	533	31	independent	independent	JJ
cord-302553-d0hk4ipg	533	32	social	social	JJ
cord-302553-d0hk4ipg	533	33	media	medium	NNS
cord-302553-d0hk4ipg	533	34	company	company	NN
cord-302553-d0hk4ipg	533	35	in	in	IN
cord-302553-d0hk4ipg	533	36	terms	term	NNS
cord-302553-d0hk4ipg	533	37	of	of	IN
cord-302553-d0hk4ipg	533	38	user	user	NN
cord-302553-d0hk4ipg	533	39	scale	scale	NN
cord-302553-d0hk4ipg	533	40	.	.	.
cord-302553-d0hk4ipg	534	1	Sina	Sina	NNP
cord-302553-d0hk4ipg	534	2	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	534	3	has	have	VBZ
cord-302553-d0hk4ipg	534	4	always	always	RB
cord-302553-d0hk4ipg	534	5	been	be	VBN
cord-302553-d0hk4ipg	534	6	the	the	DT
cord-302553-d0hk4ipg	534	7	starting	start	VBG
cord-302553-d0hk4ipg	534	8	data	data	NN
cord-302553-d0hk4ipg	534	9	source	source	NN
cord-302553-d0hk4ipg	534	10	of	of	IN
cord-302553-d0hk4ipg	534	11	various	various	JJ
cord-302553-d0hk4ipg	534	12	types	type	NNS
cord-302553-d0hk4ipg	534	13	of	of	IN
cord-302553-d0hk4ipg	534	14	major	major	JJ
cord-302553-d0hk4ipg	534	15	emergencies	emergency	NNS
cord-302553-d0hk4ipg	534	16	in	in	IN
cord-302553-d0hk4ipg	534	17	China	China	NNP
cord-302553-d0hk4ipg	534	18	,	,	,
cord-302553-d0hk4ipg	534	19	and	and	CC
cord-302553-d0hk4ipg	534	20	its	-PRON-	PRP$
cord-302553-d0hk4ipg	534	21	commercial	commercial	JJ
cord-302553-d0hk4ipg	534	22	value	value	NN
cord-302553-d0hk4ipg	534	23	has	have	VBZ
cord-302553-d0hk4ipg	534	24	been	be	VBN
cord-302553-d0hk4ipg	534	25	continuously	continuously	RB
cord-302553-d0hk4ipg	534	26	promoted	promote	VBN
cord-302553-d0hk4ipg	534	27	and	and	CC
cord-302553-d0hk4ipg	534	28	has	have	VBZ
cord-302553-d0hk4ipg	534	29	great	great	JJ
cord-302553-d0hk4ipg	534	30	potential	potential	NN
cord-302553-d0hk4ipg	534	31	.	.	.
cord-302553-d0hk4ipg	535	1	This	this	DT
cord-302553-d0hk4ipg	535	2	paper	paper	NN
cord-302553-d0hk4ipg	535	3	explores	explore	VBZ
cord-302553-d0hk4ipg	535	4	the	the	DT
cord-302553-d0hk4ipg	535	5	relationship	relationship	NN
cord-302553-d0hk4ipg	535	6	between	between	IN
cord-302553-d0hk4ipg	535	7	the	the	DT
cord-302553-d0hk4ipg	535	8	flu	flu	NN
cord-302553-d0hk4ipg	535	9	-	-	HYPH
cord-302553-d0hk4ipg	535	10	period	period	NN
cord-302553-d0hk4ipg	535	11	and	and	CC
cord-302553-d0hk4ipg	535	12	sentiment	sentiment	NN
cord-302553-d0hk4ipg	535	13	polarity	polarity	NN
cord-302553-d0hk4ipg	535	14	from	from	IN
cord-302553-d0hk4ipg	535	15	two	two	CD
cord-302553-d0hk4ipg	535	16	levels	level	NNS
cord-302553-d0hk4ipg	535	17	based	base	VBN
cord-302553-d0hk4ipg	535	18	on	on	IN
cord-302553-d0hk4ipg	535	19	Sina	Sina	NNP
cord-302553-d0hk4ipg	535	20	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	535	21	data	datum	NNS
cord-302553-d0hk4ipg	535	22	.	.	.
cord-302553-d0hk4ipg	536	1	To	to	TO
cord-302553-d0hk4ipg	536	2	be	be	VB
cord-302553-d0hk4ipg	536	3	specific	specific	JJ
cord-302553-d0hk4ipg	536	4	,	,	,
cord-302553-d0hk4ipg	536	5	at	at	IN
cord-302553-d0hk4ipg	536	6	the	the	DT
cord-302553-d0hk4ipg	536	7	word	word	NN
cord-302553-d0hk4ipg	536	8	level	level	NN
cord-302553-d0hk4ipg	536	9	,	,	,
cord-302553-d0hk4ipg	536	10	we	-PRON-	PRP
cord-302553-d0hk4ipg	536	11	used	use	VBD
cord-302553-d0hk4ipg	536	12	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	536	13	to	to	TO
cord-302553-d0hk4ipg	536	14	create	create	VB
cord-302553-d0hk4ipg	536	15	the	the	DT
cord-302553-d0hk4ipg	536	16	flu	flu	NN
cord-302553-d0hk4ipg	536	17	-	-	HYPH
cord-302553-d0hk4ipg	536	18	related	relate	VBN
cord-302553-d0hk4ipg	536	19	weibos	weibos	NNP
cord-302553-d0hk4ipg	536	20	corpus	corpus	NNP
cord-302553-d0hk4ipg	536	21	and	and	CC
cord-302553-d0hk4ipg	536	22	the	the	DT
cord-302553-d0hk4ipg	536	23	t	t	NNP
cord-302553-d0hk4ipg	536	24	-	-	HYPH
cord-302553-d0hk4ipg	536	25	SNE	SNE	NNP
cord-302553-d0hk4ipg	536	26	method	method	NN
cord-302553-d0hk4ipg	536	27	to	to	TO
cord-302553-d0hk4ipg	536	28	reduce	reduce	VB
cord-302553-d0hk4ipg	536	29	the	the	DT
cord-302553-d0hk4ipg	536	30	dimension	dimension	NN
cord-302553-d0hk4ipg	536	31	.	.	.
cord-302553-d0hk4ipg	537	1	The	the	DT
cord-302553-d0hk4ipg	537	2	centroid	centroid	NN
cord-302553-d0hk4ipg	537	3	cluster	cluster	NN
cord-302553-d0hk4ipg	537	4	and	and	CC
cord-302553-d0hk4ipg	537	5	between	between	IN
cord-302553-d0hk4ipg	537	6	-	-	HYPH
cord-302553-d0hk4ipg	537	7	group	group	NN
cord-302553-d0hk4ipg	537	8	linkage	linkage	NN
cord-302553-d0hk4ipg	537	9	were	be	VBD
cord-302553-d0hk4ipg	537	10	jointly	jointly	RB
cord-302553-d0hk4ipg	537	11	used	use	VBN
cord-302553-d0hk4ipg	537	12	to	to	TO
cord-302553-d0hk4ipg	537	13	measure	measure	VB
cord-302553-d0hk4ipg	537	14	the	the	DT
cord-302553-d0hk4ipg	537	15	distance	distance	NN
cord-302553-d0hk4ipg	537	16	between	between	IN
cord-302553-d0hk4ipg	537	17	the	the	DT
cord-302553-d0hk4ipg	537	18	four	four	CD
cord-302553-d0hk4ipg	537	19	classes	class	NNS
cord-302553-d0hk4ipg	537	20	,	,	,
cord-302553-d0hk4ipg	537	21	thus	thus	RB
cord-302553-d0hk4ipg	537	22	visually	visually	RB
cord-302553-d0hk4ipg	537	23	showing	show	VBG
cord-302553-d0hk4ipg	537	24	the	the	DT
cord-302553-d0hk4ipg	537	25	relationship	relationship	NN
cord-302553-d0hk4ipg	537	26	between	between	IN
cord-302553-d0hk4ipg	537	27	the	the	DT
cord-302553-d0hk4ipg	537	28	sentiment	sentiment	NN
cord-302553-d0hk4ipg	537	29	polarity	polarity	NN
cord-302553-d0hk4ipg	537	30	and	and	CC
cord-302553-d0hk4ipg	537	31	flu	flu	NN
cord-302553-d0hk4ipg	537	32	-	-	HYPH
cord-302553-d0hk4ipg	537	33	period	period	NN
cord-302553-d0hk4ipg	537	34	.	.	.
cord-302553-d0hk4ipg	538	1	At	at	IN
cord-302553-d0hk4ipg	538	2	the	the	DT
cord-302553-d0hk4ipg	538	3	text	text	NN
cord-302553-d0hk4ipg	538	4	level	level	NN
cord-302553-d0hk4ipg	538	5	,	,	,
cord-302553-d0hk4ipg	538	6	the	the	DT
cord-302553-d0hk4ipg	538	7	sentiment	sentiment	NN
cord-302553-d0hk4ipg	538	8	polarity	polarity	NN
cord-302553-d0hk4ipg	538	9	and	and	CC
cord-302553-d0hk4ipg	538	10	flu	flu	NN
cord-302553-d0hk4ipg	538	11	-	-	HYPH
cord-302553-d0hk4ipg	538	12	period	period	NN
cord-302553-d0hk4ipg	538	13	of	of	IN
cord-302553-d0hk4ipg	538	14	flu	flu	NN
cord-302553-d0hk4ipg	538	15	-	-	HYPH
cord-302553-d0hk4ipg	538	16	related	relate	VBN
cord-302553-d0hk4ipg	538	17	weibos	weibos	NNP
cord-302553-d0hk4ipg	538	18	were	be	VBD
cord-302553-d0hk4ipg	538	19	classified	classify	VBN
cord-302553-d0hk4ipg	538	20	by	by	IN
cord-302553-d0hk4ipg	538	21	the	the	DT
cord-302553-d0hk4ipg	538	22	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	538	23	networks	network	NNS
cord-302553-d0hk4ipg	538	24	,	,	,
cord-302553-d0hk4ipg	538	25	respectively	respectively	RB
cord-302553-d0hk4ipg	538	26	.	.	.
cord-302553-d0hk4ipg	539	1	We	-PRON-	PRP
cord-302553-d0hk4ipg	539	2	counted	count	VBD
cord-302553-d0hk4ipg	539	3	the	the	DT
cord-302553-d0hk4ipg	539	4	classification	classification	NN
cord-302553-d0hk4ipg	539	5	results	result	NNS
cord-302553-d0hk4ipg	539	6	as	as	IN
cord-302553-d0hk4ipg	539	7	both	both	DT
cord-302553-d0hk4ipg	539	8	belonging	belong	VBG
cord-302553-d0hk4ipg	539	9	to	to	IN
cord-302553-d0hk4ipg	539	10	the	the	DT
cord-302553-d0hk4ipg	539	11	infectious	infectious	JJ
cord-302553-d0hk4ipg	539	12	and	and	CC
cord-302553-d0hk4ipg	539	13	negative	negative	JJ
cord-302553-d0hk4ipg	539	14	sentiment	sentiment	NN
cord-302553-d0hk4ipg	539	15	as	as	RB
cord-302553-d0hk4ipg	539	16	well	well	RB
cord-302553-d0hk4ipg	539	17	as	as	IN
cord-302553-d0hk4ipg	539	18	to	to	IN
cord-302553-d0hk4ipg	539	19	the	the	DT
cord-302553-d0hk4ipg	539	20	recovered	recovered	JJ
cord-302553-d0hk4ipg	539	21	and	and	CC
cord-302553-d0hk4ipg	539	22	positive	positive	JJ
cord-302553-d0hk4ipg	539	23	sentiment	sentiment	NN
cord-302553-d0hk4ipg	539	24	,	,	,
cord-302553-d0hk4ipg	539	25	and	and	CC
cord-302553-d0hk4ipg	539	26	we	-PRON-	PRP
cord-302553-d0hk4ipg	539	27	calculated	calculate	VBD
cord-302553-d0hk4ipg	539	28	the	the	DT
cord-302553-d0hk4ipg	539	29	accuracy	accuracy	NN
cord-302553-d0hk4ipg	539	30	rate	rate	NN
cord-302553-d0hk4ipg	539	31	.	.	.
cord-302553-d0hk4ipg	540	1	We	-PRON-	PRP
cord-302553-d0hk4ipg	540	2	then	then	RB
cord-302553-d0hk4ipg	540	3	compared	compare	VBD
cord-302553-d0hk4ipg	540	4	the	the	DT
cord-302553-d0hk4ipg	540	5	rate	rate	NN
cord-302553-d0hk4ipg	540	6	with	with	IN
cord-302553-d0hk4ipg	540	7	the	the	DT
cord-302553-d0hk4ipg	540	8	overall	overall	JJ
cord-302553-d0hk4ipg	540	9	flu	flu	NN
cord-302553-d0hk4ipg	540	10	-	-	HYPH
cord-302553-d0hk4ipg	540	11	period	period	NN
cord-302553-d0hk4ipg	540	12	classification	classification	NN
cord-302553-d0hk4ipg	540	13	accuracy	accuracy	NN
cord-302553-d0hk4ipg	540	14	to	to	TO
cord-302553-d0hk4ipg	540	15	observe	observe	VB
cord-302553-d0hk4ipg	540	16	the	the	DT
cord-302553-d0hk4ipg	540	17	differences	difference	NNS
cord-302553-d0hk4ipg	540	18	.	.	.
cord-302553-d0hk4ipg	541	1	This	this	DT
cord-302553-d0hk4ipg	541	2	paper	paper	NN
cord-302553-d0hk4ipg	541	3	proposes	propose	VBZ
cord-302553-d0hk4ipg	541	4	an	an	DT
cord-302553-d0hk4ipg	541	5	integrated	integrate	VBN
cord-302553-d0hk4ipg	541	6	conceptual	conceptual	JJ
cord-302553-d0hk4ipg	541	7	framework	framework	NN
cord-302553-d0hk4ipg	541	8	and	and	CC
cord-302553-d0hk4ipg	541	9	practical	practical	JJ
cord-302553-d0hk4ipg	541	10	methods	method	NNS
cord-302553-d0hk4ipg	541	11	for	for	IN
cord-302553-d0hk4ipg	541	12	optimizing	optimize	VBG
cord-302553-d0hk4ipg	541	13	the	the	DT
cord-302553-d0hk4ipg	541	14	disease	disease	NN
cord-302553-d0hk4ipg	541	15	detection	detection	NN
cord-302553-d0hk4ipg	541	16	process	process	NN
cord-302553-d0hk4ipg	541	17	with	with	IN
cord-302553-d0hk4ipg	541	18	fast	fast	JJ
cord-302553-d0hk4ipg	541	19	information	information	NN
cord-302553-d0hk4ipg	541	20	,	,	,
cord-302553-d0hk4ipg	541	21	early	early	JJ
cord-302553-d0hk4ipg	541	22	discovery	discovery	NN
cord-302553-d0hk4ipg	541	23	,	,	,
cord-302553-d0hk4ipg	541	24	added	add	VBD
cord-302553-d0hk4ipg	541	25	infected	infected	JJ
cord-302553-d0hk4ipg	541	26	cases	case	NNS
cord-302553-d0hk4ipg	541	27	and	and	CC
cord-302553-d0hk4ipg	541	28	high	high	JJ
cord-302553-d0hk4ipg	541	29	accuracy	accuracy	NN
cord-302553-d0hk4ipg	541	30	.	.	.
cord-302553-d0hk4ipg	542	1	These	these	DT
cord-302553-d0hk4ipg	542	2	contributions	contribution	NNS
cord-302553-d0hk4ipg	542	3	are	be	VBP
cord-302553-d0hk4ipg	542	4	described	describe	VBN
cord-302553-d0hk4ipg	542	5	in	in	IN
cord-302553-d0hk4ipg	542	6	detail	detail	NN
cord-302553-d0hk4ipg	542	7	as	as	IN
cord-302553-d0hk4ipg	542	8	follows	follow	VBZ
cord-302553-d0hk4ipg	542	9	:	:	:
cord-302553-d0hk4ipg	543	1	First	first	RB
cord-302553-d0hk4ipg	543	2	,	,	,
cord-302553-d0hk4ipg	543	3	in	in	IN
cord-302553-d0hk4ipg	543	4	theory	theory	NN
cord-302553-d0hk4ipg	543	5	,	,	,
cord-302553-d0hk4ipg	543	6	this	this	DT
cord-302553-d0hk4ipg	543	7	paper	paper	NN
cord-302553-d0hk4ipg	543	8	integrates	integrate	VBZ
cord-302553-d0hk4ipg	543	9	various	various	JJ
cord-302553-d0hk4ipg	543	10	channels	channel	NNS
cord-302553-d0hk4ipg	543	11	for	for	IN
cord-302553-d0hk4ipg	543	12	detecting	detect	VBG
cord-302553-d0hk4ipg	543	13	infectious	infectious	JJ
cord-302553-d0hk4ipg	543	14	diseases	disease	NNS
cord-302553-d0hk4ipg	543	15	in	in	IN
cord-302553-d0hk4ipg	543	16	real	real	JJ
cord-302553-d0hk4ipg	543	17	time	time	NN
cord-302553-d0hk4ipg	543	18	with	with	IN
cord-302553-d0hk4ipg	543	19	fast	fast	JJ
cord-302553-d0hk4ipg	543	20	information	information	NN
cord-302553-d0hk4ipg	543	21	.	.	.
cord-302553-d0hk4ipg	544	1	In	in	IN
cord-302553-d0hk4ipg	544	2	addition	addition	NN
cord-302553-d0hk4ipg	544	3	to	to	IN
cord-302553-d0hk4ipg	544	4	the	the	DT
cord-302553-d0hk4ipg	544	5	clinical	clinical	JJ
cord-302553-d0hk4ipg	544	6	data	datum	NNS
cord-302553-d0hk4ipg	544	7	and	and	CC
cord-302553-d0hk4ipg	544	8	search	search	NN
cord-302553-d0hk4ipg	544	9	engine	engine	NN
cord-302553-d0hk4ipg	544	10	data	datum	NNS
cord-302553-d0hk4ipg	544	11	,	,	,
cord-302553-d0hk4ipg	544	12	the	the	DT
cord-302553-d0hk4ipg	544	13	detecting	detect	VBG
cord-302553-d0hk4ipg	544	14	data	datum	NNS
cord-302553-d0hk4ipg	544	15	obtained	obtain	VBN
cord-302553-d0hk4ipg	544	16	through	through	IN
cord-302553-d0hk4ipg	544	17	social	social	JJ
cord-302553-d0hk4ipg	544	18	media	medium	NNS
cord-302553-d0hk4ipg	544	19	can	can	MD
cord-302553-d0hk4ipg	544	20	also	also	RB
cord-302553-d0hk4ipg	544	21	provide	provide	VB
cord-302553-d0hk4ipg	544	22	prompt	prompt	JJ
cord-302553-d0hk4ipg	544	23	and	and	CC
cord-302553-d0hk4ipg	544	24	time	time	NN
cord-302553-d0hk4ipg	544	25	-	-	HYPH
cord-302553-d0hk4ipg	544	26	sharing	share	VBG
cord-302553-d0hk4ipg	544	27	disease	disease	NN
cord-302553-d0hk4ipg	544	28	information	information	NN
cord-302553-d0hk4ipg	544	29	to	to	IN
cord-302553-d0hk4ipg	544	30	the	the	DT
cord-302553-d0hk4ipg	544	31	Centers	Centers	NNPS
cord-302553-d0hk4ipg	544	32	for	for	IN
cord-302553-d0hk4ipg	544	33	Disease	Disease	NNP
cord-302553-d0hk4ipg	544	34	Control	Control	NNP
cord-302553-d0hk4ipg	544	35	and	and	CC
cord-302553-d0hk4ipg	544	36	Prevention	Prevention	NNP
cord-302553-d0hk4ipg	544	37	(	(	-LRB-
cord-302553-d0hk4ipg	544	38	CDC	CDC	NNP
cord-302553-d0hk4ipg	544	39	)	)	-RRB-
cord-302553-d0hk4ipg	544	40	.	.	.
cord-302553-d0hk4ipg	545	1	The	the	DT
cord-302553-d0hk4ipg	545	2	monitoring	monitoring	NN
cord-302553-d0hk4ipg	545	3	mechanisms	mechanism	NNS
cord-302553-d0hk4ipg	545	4	operate	operate	VBP
cord-302553-d0hk4ipg	545	5	in	in	IN
cord-302553-d0hk4ipg	545	6	real	real	JJ
cord-302553-d0hk4ipg	545	7	time	time	NN
cord-302553-d0hk4ipg	545	8	,	,	,
cord-302553-d0hk4ipg	545	9	which	which	WDT
cord-302553-d0hk4ipg	545	10	can	can	MD
cord-302553-d0hk4ipg	545	11	help	help	VB
cord-302553-d0hk4ipg	545	12	the	the	DT
cord-302553-d0hk4ipg	545	13	CDC	CDC	NNP
cord-302553-d0hk4ipg	545	14	fully	fully	RB
cord-302553-d0hk4ipg	545	15	prepare	prepare	VB
cord-302553-d0hk4ipg	545	16	for	for	IN
cord-302553-d0hk4ipg	545	17	the	the	DT
cord-302553-d0hk4ipg	545	18	next	next	JJ
cord-302553-d0hk4ipg	545	19	round	round	NN
cord-302553-d0hk4ipg	545	20	of	of	IN
cord-302553-d0hk4ipg	545	21	prevention	prevention	NN
cord-302553-d0hk4ipg	545	22	and	and	CC
cord-302553-d0hk4ipg	545	23	control	control	NN
cord-302553-d0hk4ipg	545	24	.	.	.
cord-302553-d0hk4ipg	546	1	Second	second	RB
cord-302553-d0hk4ipg	546	2	,	,	,
cord-302553-d0hk4ipg	546	3	in	in	IN
cord-302553-d0hk4ipg	546	4	practice	practice	NN
cord-302553-d0hk4ipg	546	5	,	,	,
cord-302553-d0hk4ipg	546	6	social	social	JJ
cord-302553-d0hk4ipg	546	7	media	medium	NNS
cord-302553-d0hk4ipg	546	8	enables	enable	VBZ
cord-302553-d0hk4ipg	546	9	the	the	DT
cord-302553-d0hk4ipg	546	10	early	early	JJ
cord-302553-d0hk4ipg	546	11	discovery	discovery	NN
cord-302553-d0hk4ipg	546	12	of	of	IN
cord-302553-d0hk4ipg	546	13	disease	disease	NN
cord-302553-d0hk4ipg	546	14	infection	infection	NN
cord-302553-d0hk4ipg	546	15	.	.	.
cord-302553-d0hk4ipg	547	1	The	the	DT
cord-302553-d0hk4ipg	547	2	sooner	soon	RBR
cord-302553-d0hk4ipg	547	3	the	the	DT
cord-302553-d0hk4ipg	547	4	disease	disease	NN
cord-302553-d0hk4ipg	547	5	is	be	VBZ
cord-302553-d0hk4ipg	547	6	diagnosed	diagnose	VBN
cord-302553-d0hk4ipg	547	7	,	,	,
cord-302553-d0hk4ipg	547	8	the	the	DT
cord-302553-d0hk4ipg	547	9	easier	easy	JJR
cord-302553-d0hk4ipg	547	10	it	-PRON-	PRP
cord-302553-d0hk4ipg	547	11	is	be	VBZ
cord-302553-d0hk4ipg	547	12	to	to	TO
cord-302553-d0hk4ipg	547	13	properly	properly	RB
cord-302553-d0hk4ipg	547	14	treat	treat	VB
cord-302553-d0hk4ipg	547	15	and	and	CC
cord-302553-d0hk4ipg	547	16	controlled	control	VBN
cord-302553-d0hk4ipg	547	17	.	.	.
cord-302553-d0hk4ipg	548	1	The	the	DT
cord-302553-d0hk4ipg	548	2	CDC	CDC	NNP
cord-302553-d0hk4ipg	548	3	is	be	VBZ
cord-302553-d0hk4ipg	548	4	committed	commit	VBN
cord-302553-d0hk4ipg	548	5	to	to	IN
cord-302553-d0hk4ipg	548	6	pursuing	pursue	VBG
cord-302553-d0hk4ipg	548	7	early	early	JJ
cord-302553-d0hk4ipg	548	8	detection	detection	NN
cord-302553-d0hk4ipg	548	9	of	of	IN
cord-302553-d0hk4ipg	548	10	diseases	disease	NNS
cord-302553-d0hk4ipg	548	11	.	.	.
cord-302553-d0hk4ipg	549	1	Through	through	IN
cord-302553-d0hk4ipg	549	2	social	social	JJ
cord-302553-d0hk4ipg	549	3	media	medium	NNS
cord-302553-d0hk4ipg	549	4	platforms	platform	NNS
cord-302553-d0hk4ipg	549	5	,	,	,
cord-302553-d0hk4ipg	549	6	we	-PRON-	PRP
cord-302553-d0hk4ipg	549	7	can	can	MD
cord-302553-d0hk4ipg	549	8	detect	detect	VB
cord-302553-d0hk4ipg	549	9	the	the	DT
cord-302553-d0hk4ipg	549	10	spread	spread	NN
cord-302553-d0hk4ipg	549	11	and	and	CC
cord-302553-d0hk4ipg	549	12	severity	severity	NN
cord-302553-d0hk4ipg	549	13	of	of	IN
cord-302553-d0hk4ipg	549	14	a	a	DT
cord-302553-d0hk4ipg	549	15	disease	disease	NN
cord-302553-d0hk4ipg	549	16	earlier	early	RBR
cord-302553-d0hk4ipg	549	17	than	than	IN
cord-302553-d0hk4ipg	549	18	search	search	NN
cord-302553-d0hk4ipg	549	19	engines	engine	NNS
cord-302553-d0hk4ipg	549	20	and	and	CC
cord-302553-d0hk4ipg	549	21	the	the	DT
cord-302553-d0hk4ipg	549	22	CDC	CDC	NNP
cord-302553-d0hk4ipg	549	23	.	.	.
cord-302553-d0hk4ipg	550	1	When	when	WRB
cord-302553-d0hk4ipg	550	2	diseases	disease	NNS
cord-302553-d0hk4ipg	550	3	break	break	VBP
cord-302553-d0hk4ipg	550	4	out	out	RP
cord-302553-d0hk4ipg	550	5	,	,	,
cord-302553-d0hk4ipg	550	6	the	the	DT
cord-302553-d0hk4ipg	550	7	patient	patient	NN
cord-302553-d0hk4ipg	550	8	might	may	MD
cord-302553-d0hk4ipg	550	9	not	not	RB
cord-302553-d0hk4ipg	550	10	be	be	VB
cord-302553-d0hk4ipg	550	11	aware	aware	JJ
cord-302553-d0hk4ipg	550	12	of	of	IN
cord-302553-d0hk4ipg	550	13	them	-PRON-	PRP
cord-302553-d0hk4ipg	550	14	but	but	CC
cord-302553-d0hk4ipg	550	15	could	could	MD
cord-302553-d0hk4ipg	550	16	post	post	VB
cord-302553-d0hk4ipg	550	17	on	on	IN
cord-302553-d0hk4ipg	550	18	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	550	19	or	or	CC
cord-302553-d0hk4ipg	550	20	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	550	21	.	.	.
cord-302553-d0hk4ipg	551	1	The	the	DT
cord-302553-d0hk4ipg	551	2	behavior	behavior	NN
cord-302553-d0hk4ipg	551	3	would	would	MD
cord-302553-d0hk4ipg	551	4	be	be	VB
cord-302553-d0hk4ipg	551	5	recorded	record	VBN
cord-302553-d0hk4ipg	551	6	by	by	IN
cord-302553-d0hk4ipg	551	7	social	social	JJ
cord-302553-d0hk4ipg	551	8	media	medium	NNS
cord-302553-d0hk4ipg	551	9	sensors	sensor	NNS
cord-302553-d0hk4ipg	551	10	.	.	.
cord-302553-d0hk4ipg	552	1	Based	base	VBN
cord-302553-d0hk4ipg	552	2	on	on	IN
cord-302553-d0hk4ipg	552	3	human	human	JJ
cord-302553-d0hk4ipg	552	4	behavioral	behavioral	JJ
cord-302553-d0hk4ipg	552	5	theory	theory	NN
cord-302553-d0hk4ipg	552	6	,	,	,
cord-302553-d0hk4ipg	552	7	the	the	DT
cord-302553-d0hk4ipg	552	8	data	datum	NNS
cord-302553-d0hk4ipg	552	9	possess	possess	VBP
cord-302553-d0hk4ipg	552	10	unique	unique	JJ
cord-302553-d0hk4ipg	552	11	value	value	NN
cord-302553-d0hk4ipg	552	12	for	for	IN
cord-302553-d0hk4ipg	552	13	detecting	detect	VBG
cord-302553-d0hk4ipg	552	14	disease	disease	NN
cord-302553-d0hk4ipg	552	15	trends	trend	NNS
cord-302553-d0hk4ipg	552	16	.	.	.
cord-302553-d0hk4ipg	553	1	Third	third	JJ
cord-302553-d0hk4ipg	553	2	,	,	,
cord-302553-d0hk4ipg	553	3	social	social	JJ
cord-302553-d0hk4ipg	553	4	media	media	NN
cord-302553-d0hk4ipg	553	5	is	be	VBZ
cord-302553-d0hk4ipg	553	6	adept	adept	JJ
cord-302553-d0hk4ipg	553	7	at	at	IN
cord-302553-d0hk4ipg	553	8	tracking	track	VBG
cord-302553-d0hk4ipg	553	9	more	more	JJR
cord-302553-d0hk4ipg	553	10	patients	patient	NNS
cord-302553-d0hk4ipg	553	11	than	than	IN
cord-302553-d0hk4ipg	553	12	traditional	traditional	JJ
cord-302553-d0hk4ipg	553	13	clinic	clinic	NN
cord-302553-d0hk4ipg	553	14	data	datum	NNS
cord-302553-d0hk4ipg	553	15	.	.	.
cord-302553-d0hk4ipg	554	1	Larger	large	JJR
cord-302553-d0hk4ipg	554	2	infectious	infectious	JJ
cord-302553-d0hk4ipg	554	3	populations	population	NNS
cord-302553-d0hk4ipg	554	4	can	can	MD
cord-302553-d0hk4ipg	554	5	be	be	VB
cord-302553-d0hk4ipg	554	6	monitored	monitor	VBN
cord-302553-d0hk4ipg	554	7	by	by	IN
cord-302553-d0hk4ipg	554	8	social	social	JJ
cord-302553-d0hk4ipg	554	9	media	medium	NNS
cord-302553-d0hk4ipg	554	10	than	than	IN
cord-302553-d0hk4ipg	554	11	with	with	IN
cord-302553-d0hk4ipg	554	12	clinic	clinic	NN
cord-302553-d0hk4ipg	554	13	data	datum	NNS
cord-302553-d0hk4ipg	554	14	.	.	.
cord-302553-d0hk4ipg	555	1	Influenza	influenza	NN
cord-302553-d0hk4ipg	555	2	-	-	HYPH
cord-302553-d0hk4ipg	555	3	like	like	JJ
cord-302553-d0hk4ipg	555	4	illnesses	illness	NNS
cord-302553-d0hk4ipg	555	5	(	(	-LRB-
cord-302553-d0hk4ipg	555	6	ILI	ILI	NNP
cord-302553-d0hk4ipg	555	7	)	)	-RRB-
cord-302553-d0hk4ipg	555	8	published	publish	VBN
cord-302553-d0hk4ipg	555	9	by	by	IN
cord-302553-d0hk4ipg	555	10	the	the	DT
cord-302553-d0hk4ipg	555	11	CDC	CDC	NNP
cord-302553-d0hk4ipg	555	12	are	be	VBP
cord-302553-d0hk4ipg	555	13	measured	measure	VBN
cord-302553-d0hk4ipg	555	14	according	accord	VBG
cord-302553-d0hk4ipg	555	15	to	to	IN
cord-302553-d0hk4ipg	555	16	outpatient	outpatient	NN
cord-302553-d0hk4ipg	555	17	statistics	statistic	NNS
cord-302553-d0hk4ipg	555	18	when	when	WRB
cord-302553-d0hk4ipg	555	19	fevers	fever	NNS
cord-302553-d0hk4ipg	555	20	are	be	VBP
cord-302553-d0hk4ipg	555	21	higher	high	JJR
cord-302553-d0hk4ipg	555	22	than	than	IN
cord-302553-d0hk4ipg	555	23	38	38	CD
cord-302553-d0hk4ipg	555	24	degrees	degree	NNS
cord-302553-d0hk4ipg	555	25	and	and	CC
cord-302553-d0hk4ipg	555	26	are	be	VBP
cord-302553-d0hk4ipg	555	27	accompanied	accompany	VBN
cord-302553-d0hk4ipg	555	28	by	by	IN
cord-302553-d0hk4ipg	555	29	a	a	DT
cord-302553-d0hk4ipg	555	30	cough	cough	NN
cord-302553-d0hk4ipg	555	31	or	or	CC
cord-302553-d0hk4ipg	555	32	sore	sore	JJ
cord-302553-d0hk4ipg	555	33	throat	throat	NN
cord-302553-d0hk4ipg	555	34	.	.	.
cord-302553-d0hk4ipg	556	1	However	however	RB
cord-302553-d0hk4ipg	556	2	,	,	,
cord-302553-d0hk4ipg	556	3	a	a	DT
cord-302553-d0hk4ipg	556	4	considerable	considerable	JJ
cord-302553-d0hk4ipg	556	5	number	number	NN
cord-302553-d0hk4ipg	556	6	of	of	IN
cord-302553-d0hk4ipg	556	7	people	people	NNS
cord-302553-d0hk4ipg	556	8	often	often	RB
cord-302553-d0hk4ipg	556	9	choose	choose	VBP
cord-302553-d0hk4ipg	556	10	not	not	RB
cord-302553-d0hk4ipg	556	11	to	to	TO
cord-302553-d0hk4ipg	556	12	go	go	VB
cord-302553-d0hk4ipg	556	13	to	to	IN
cord-302553-d0hk4ipg	556	14	the	the	DT
cord-302553-d0hk4ipg	556	15	hospital	hospital	NN
cord-302553-d0hk4ipg	556	16	for	for	IN
cord-302553-d0hk4ipg	556	17	treatment	treatment	NN
cord-302553-d0hk4ipg	556	18	when	when	WRB
cord-302553-d0hk4ipg	556	19	they	-PRON-	PRP
cord-302553-d0hk4ipg	556	20	have	have	VBP
cord-302553-d0hk4ipg	556	21	the	the	DT
cord-302553-d0hk4ipg	556	22	flu	flu	NN
cord-302553-d0hk4ipg	556	23	or	or	CC
cord-302553-d0hk4ipg	556	24	might	may	MD
cord-302553-d0hk4ipg	556	25	buy	buy	VB
cord-302553-d0hk4ipg	556	26	medicine	medicine	NN
cord-302553-d0hk4ipg	556	27	from	from	IN
cord-302553-d0hk4ipg	556	28	a	a	DT
cord-302553-d0hk4ipg	556	29	pharmacy	pharmacy	NN
cord-302553-d0hk4ipg	556	30	by	by	IN
cord-302553-d0hk4ipg	556	31	themselves	-PRON-	PRP
cord-302553-d0hk4ipg	556	32	,	,	,
cord-302553-d0hk4ipg	556	33	which	which	WDT
cord-302553-d0hk4ipg	556	34	can	can	MD
cord-302553-d0hk4ipg	556	35	not	not	RB
cord-302553-d0hk4ipg	556	36	be	be	VB
cord-302553-d0hk4ipg	556	37	counted	count	VBN
cord-302553-d0hk4ipg	556	38	in	in	IN
cord-302553-d0hk4ipg	556	39	ILI	ILI	NNP
cord-302553-d0hk4ipg	556	40	measurements	measurement	NNS
cord-302553-d0hk4ipg	556	41	.	.	.
cord-302553-d0hk4ipg	557	1	Social	social	JJ
cord-302553-d0hk4ipg	557	2	media	medium	NNS
cord-302553-d0hk4ipg	557	3	can	can	MD
cord-302553-d0hk4ipg	557	4	detect	detect	VB
cord-302553-d0hk4ipg	557	5	these	these	DT
cord-302553-d0hk4ipg	557	6	patients	patient	NNS
cord-302553-d0hk4ipg	557	7	,	,	,
cord-302553-d0hk4ipg	557	8	which	which	WDT
cord-302553-d0hk4ipg	557	9	could	could	MD
cord-302553-d0hk4ipg	557	10	result	result	VB
cord-302553-d0hk4ipg	557	11	in	in	IN
cord-302553-d0hk4ipg	557	12	a	a	DT
cord-302553-d0hk4ipg	557	13	larger	large	JJR
cord-302553-d0hk4ipg	557	14	amount	amount	NN
cord-302553-d0hk4ipg	557	15	of	of	IN
cord-302553-d0hk4ipg	557	16	meaningful	meaningful	JJ
cord-302553-d0hk4ipg	557	17	data	datum	NNS
cord-302553-d0hk4ipg	557	18	being	be	VBG
cord-302553-d0hk4ipg	557	19	collected	collect	VBN
cord-302553-d0hk4ipg	557	20	,	,	,
cord-302553-d0hk4ipg	557	21	and	and	CC
cord-302553-d0hk4ipg	557	22	thus	thus	RB
cord-302553-d0hk4ipg	557	23	,	,	,
cord-302553-d0hk4ipg	557	24	these	these	DT
cord-302553-d0hk4ipg	557	25	data	datum	NNS
cord-302553-d0hk4ipg	557	26	could	could	MD
cord-302553-d0hk4ipg	557	27	lead	lead	VB
cord-302553-d0hk4ipg	557	28	to	to	IN
cord-302553-d0hk4ipg	557	29	more	more	RBR
cord-302553-d0hk4ipg	557	30	reliable	reliable	JJ
cord-302553-d0hk4ipg	557	31	prediction	prediction	NN
cord-302553-d0hk4ipg	557	32	of	of	IN
cord-302553-d0hk4ipg	557	33	disease	disease	NN
cord-302553-d0hk4ipg	557	34	outbreaks	outbreak	NNS
cord-302553-d0hk4ipg	557	35	.	.	.
cord-302553-d0hk4ipg	558	1	Fourth	fourth	RB
cord-302553-d0hk4ipg	558	2	,	,	,
cord-302553-d0hk4ipg	558	3	this	this	DT
cord-302553-d0hk4ipg	558	4	paper	paper	NN
cord-302553-d0hk4ipg	558	5	detects	detect	VBZ
cord-302553-d0hk4ipg	558	6	disease	disease	NN
cord-302553-d0hk4ipg	558	7	periods	period	NNS
cord-302553-d0hk4ipg	558	8	with	with	IN
cord-302553-d0hk4ipg	558	9	observably	observably	RB
cord-302553-d0hk4ipg	558	10	high	high	JJ
cord-302553-d0hk4ipg	558	11	accuracy	accuracy	NN
cord-302553-d0hk4ipg	558	12	,	,	,
cord-302553-d0hk4ipg	558	13	which	which	WDT
cord-302553-d0hk4ipg	558	14	could	could	MD
cord-302553-d0hk4ipg	558	15	directly	directly	RB
cord-302553-d0hk4ipg	558	16	result	result	VB
cord-302553-d0hk4ipg	558	17	in	in	IN
cord-302553-d0hk4ipg	558	18	significant	significant	JJ
cord-302553-d0hk4ipg	558	19	differences	difference	NNS
cord-302553-d0hk4ipg	558	20	in	in	IN
cord-302553-d0hk4ipg	558	21	treatment	treatment	NN
cord-302553-d0hk4ipg	558	22	and	and	CC
cord-302553-d0hk4ipg	558	23	disease	disease	NN
cord-302553-d0hk4ipg	558	24	control	control	NN
cord-302553-d0hk4ipg	558	25	measures	measure	NNS
cord-302553-d0hk4ipg	558	26	.	.	.
cord-302553-d0hk4ipg	559	1	Targeting	target	VBG
cord-302553-d0hk4ipg	559	2	the	the	DT
cord-302553-d0hk4ipg	559	3	disease	disease	NN
cord-302553-d0hk4ipg	559	4	period	period	NN
cord-302553-d0hk4ipg	559	5	precisely	precisely	RB
cord-302553-d0hk4ipg	559	6	helps	help	VBZ
cord-302553-d0hk4ipg	559	7	clinical	clinical	JJ
cord-302553-d0hk4ipg	559	8	managers	manager	NNS
cord-302553-d0hk4ipg	559	9	to	to	TO
cord-302553-d0hk4ipg	559	10	improve	improve	VB
cord-302553-d0hk4ipg	559	11	the	the	DT
cord-302553-d0hk4ipg	559	12	treatment	treatment	NN
cord-302553-d0hk4ipg	559	13	effect	effect	NN
cord-302553-d0hk4ipg	559	14	and	and	CC
cord-302553-d0hk4ipg	559	15	reduces	reduce	VBZ
cord-302553-d0hk4ipg	559	16	the	the	DT
cord-302553-d0hk4ipg	559	17	prevention	prevention	NN
cord-302553-d0hk4ipg	559	18	cost	cost	NN
cord-302553-d0hk4ipg	559	19	by	by	IN
cord-302553-d0hk4ipg	559	20	rationally	rationally	RB
cord-302553-d0hk4ipg	559	21	allocating	allocate	VBG
cord-302553-d0hk4ipg	559	22	resources	resource	NNS
cord-302553-d0hk4ipg	559	23	,	,	,
cord-302553-d0hk4ipg	559	24	such	such	JJ
cord-302553-d0hk4ipg	559	25	as	as	IN
cord-302553-d0hk4ipg	559	26	medical	medical	JJ
cord-302553-d0hk4ipg	559	27	personnel	personnel	NNS
cord-302553-d0hk4ipg	559	28	and	and	CC
cord-302553-d0hk4ipg	559	29	medicine	medicine	NN
cord-302553-d0hk4ipg	559	30	as	as	RB
cord-302553-d0hk4ipg	559	31	well	well	RB
cord-302553-d0hk4ipg	559	32	.	.	.
cord-302553-d0hk4ipg	560	1	This	this	DT
cord-302553-d0hk4ipg	560	2	paper	paper	NN
cord-302553-d0hk4ipg	560	3	can	can	MD
cord-302553-d0hk4ipg	560	4	not	not	RB
cord-302553-d0hk4ipg	560	5	only	only	RB
cord-302553-d0hk4ipg	560	6	detect	detect	VB
cord-302553-d0hk4ipg	560	7	whether	whether	IN
cord-302553-d0hk4ipg	560	8	the	the	DT
cord-302553-d0hk4ipg	560	9	patient	patient	NN
cord-302553-d0hk4ipg	560	10	has	have	VBZ
cord-302553-d0hk4ipg	560	11	the	the	DT
cord-302553-d0hk4ipg	560	12	flu	flu	NN
cord-302553-d0hk4ipg	560	13	but	but	CC
cord-302553-d0hk4ipg	560	14	also	also	RB
cord-302553-d0hk4ipg	560	15	classify	classify	VB
cord-302553-d0hk4ipg	560	16	the	the	DT
cord-302553-d0hk4ipg	560	17	flu	flu	NN
cord-302553-d0hk4ipg	560	18	period	period	NN
cord-302553-d0hk4ipg	560	19	,	,	,
cord-302553-d0hk4ipg	560	20	infectious	infectious	JJ
cord-302553-d0hk4ipg	560	21	or	or	CC
cord-302553-d0hk4ipg	560	22	recovered	recovered	JJ
cord-302553-d0hk4ipg	560	23	period	period	NN
cord-302553-d0hk4ipg	560	24	,	,	,
cord-302553-d0hk4ipg	560	25	which	which	WDT
cord-302553-d0hk4ipg	560	26	lays	lay	VBZ
cord-302553-d0hk4ipg	560	27	the	the	DT
cord-302553-d0hk4ipg	560	28	foundation	foundation	NN
cord-302553-d0hk4ipg	560	29	for	for	IN
cord-302553-d0hk4ipg	560	30	predicting	predict	VBG
cord-302553-d0hk4ipg	560	31	future	future	JJ
cord-302553-d0hk4ipg	560	32	flu	flu	NN
cord-302553-d0hk4ipg	560	33	trends	trend	NNS
cord-302553-d0hk4ipg	560	34	.	.	.
cord-302553-d0hk4ipg	561	1	It	-PRON-	PRP
cord-302553-d0hk4ipg	561	2	also	also	RB
cord-302553-d0hk4ipg	561	3	provides	provide	VBZ
cord-302553-d0hk4ipg	561	4	another	another	DT
cord-302553-d0hk4ipg	561	5	data	data	NN
cord-302553-d0hk4ipg	561	6	source	source	NN
cord-302553-d0hk4ipg	561	7	to	to	TO
cord-302553-d0hk4ipg	561	8	assist	assist	VB
cord-302553-d0hk4ipg	561	9	the	the	DT
cord-302553-d0hk4ipg	561	10	CDC	CDC	NNP
cord-302553-d0hk4ipg	561	11	in	in	IN
cord-302553-d0hk4ipg	561	12	managing	manage	VBG
cord-302553-d0hk4ipg	561	13	disease	disease	NN
cord-302553-d0hk4ipg	561	14	information	information	NN
cord-302553-d0hk4ipg	561	15	.	.	.
cord-302553-d0hk4ipg	562	1	Fifth	fifth	JJ
cord-302553-d0hk4ipg	562	2	,	,	,
cord-302553-d0hk4ipg	562	3	in	in	IN
cord-302553-d0hk4ipg	562	4	terms	term	NNS
cord-302553-d0hk4ipg	562	5	of	of	IN
cord-302553-d0hk4ipg	562	6	theoretical	theoretical	JJ
cord-302553-d0hk4ipg	562	7	contributions	contribution	NNS
cord-302553-d0hk4ipg	562	8	,	,	,
cord-302553-d0hk4ipg	562	9	this	this	DT
cord-302553-d0hk4ipg	562	10	paper	paper	NN
cord-302553-d0hk4ipg	562	11	investigates	investigate	VBZ
cord-302553-d0hk4ipg	562	12	the	the	DT
cord-302553-d0hk4ipg	562	13	relationship	relationship	NN
cord-302553-d0hk4ipg	562	14	between	between	IN
cord-302553-d0hk4ipg	562	15	sentiment	sentiment	NN
cord-302553-d0hk4ipg	562	16	polarity	polarity	NN
cord-302553-d0hk4ipg	562	17	and	and	CC
cord-302553-d0hk4ipg	562	18	the	the	DT
cord-302553-d0hk4ipg	562	19	flu	flu	NN
cord-302553-d0hk4ipg	562	20	period	period	NN
cord-302553-d0hk4ipg	562	21	at	at	IN
cord-302553-d0hk4ipg	562	22	different	different	JJ
cord-302553-d0hk4ipg	562	23	word	word	NN
cord-302553-d0hk4ipg	562	24	and	and	CC
cord-302553-d0hk4ipg	562	25	text	text	NN
cord-302553-d0hk4ipg	562	26	levels	level	NNS
cord-302553-d0hk4ipg	562	27	by	by	IN
cord-302553-d0hk4ipg	562	28	combining	combine	VBG
cord-302553-d0hk4ipg	562	29	the	the	DT
cord-302553-d0hk4ipg	562	30	word2vector	word2vector	NNP
cord-302553-d0hk4ipg	562	31	and	and	CC
cord-302553-d0hk4ipg	562	32	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	562	33	methods	method	NNS
cord-302553-d0hk4ipg	562	34	,	,	,
cord-302553-d0hk4ipg	562	35	thereby	thereby	RB
cord-302553-d0hk4ipg	562	36	carrying	carry	VBG
cord-302553-d0hk4ipg	562	37	out	out	RP
cord-302553-d0hk4ipg	562	38	interdisciplinary	interdisciplinary	JJ
cord-302553-d0hk4ipg	562	39	research	research	NN
cord-302553-d0hk4ipg	562	40	in	in	IN
cord-302553-d0hk4ipg	562	41	the	the	DT
cord-302553-d0hk4ipg	562	42	fields	field	NNS
cord-302553-d0hk4ipg	562	43	of	of	IN
cord-302553-d0hk4ipg	562	44	sentiment	sentiment	NN
cord-302553-d0hk4ipg	562	45	analytics	analytic	NNS
cord-302553-d0hk4ipg	562	46	and	and	CC
cord-302553-d0hk4ipg	562	47	health	health	NN
cord-302553-d0hk4ipg	562	48	informatics	informatic	NNS
cord-302553-d0hk4ipg	562	49	.	.	.
cord-302553-d0hk4ipg	563	1	In	in	IN
cord-302553-d0hk4ipg	563	2	addition	addition	NN
cord-302553-d0hk4ipg	563	3	,	,	,
cord-302553-d0hk4ipg	563	4	this	this	DT
cord-302553-d0hk4ipg	563	5	paper	paper	NN
cord-302553-d0hk4ipg	563	6	provides	provide	VBZ
cord-302553-d0hk4ipg	563	7	an	an	DT
cord-302553-d0hk4ipg	563	8	effective	effective	JJ
cord-302553-d0hk4ipg	563	9	solution	solution	NN
cord-302553-d0hk4ipg	563	10	for	for	IN
cord-302553-d0hk4ipg	563	11	artificially	artificially	RB
cord-302553-d0hk4ipg	563	12	labeling	label	VBG
cord-302553-d0hk4ipg	563	13	a	a	DT
cord-302553-d0hk4ipg	563	14	training	training	NN
cord-302553-d0hk4ipg	563	15	set	set	NN
cord-302553-d0hk4ipg	563	16	.	.	.
cord-302553-d0hk4ipg	564	1	High	high	JJ
cord-302553-d0hk4ipg	564	2	-	-	HYPH
cord-302553-d0hk4ipg	564	3	accuracy	accuracy	NN
cord-302553-d0hk4ipg	564	4	weibo	weibo	NNP
cord-302553-d0hk4ipg	564	5	texts	text	NNS
cord-302553-d0hk4ipg	564	6	can	can	MD
cord-302553-d0hk4ipg	564	7	be	be	VB
cord-302553-d0hk4ipg	564	8	used	use	VBN
cord-302553-d0hk4ipg	564	9	to	to	TO
cord-302553-d0hk4ipg	564	10	boost	boost	VB
cord-302553-d0hk4ipg	564	11	the	the	DT
cord-302553-d0hk4ipg	564	12	size	size	NN
cord-302553-d0hk4ipg	564	13	of	of	IN
cord-302553-d0hk4ipg	564	14	the	the	DT
cord-302553-d0hk4ipg	564	15	training	training	NN
cord-302553-d0hk4ipg	564	16	set	set	NN
cord-302553-d0hk4ipg	564	17	,	,	,
cord-302553-d0hk4ipg	564	18	thus	thus	RB
cord-302553-d0hk4ipg	564	19	saving	save	VBG
cord-302553-d0hk4ipg	564	20	time	time	NN
cord-302553-d0hk4ipg	564	21	and	and	CC
cord-302553-d0hk4ipg	564	22	labor	labor	NN
cord-302553-d0hk4ipg	564	23	costs	cost	NNS
cord-302553-d0hk4ipg	564	24	.	.	.
cord-302553-d0hk4ipg	565	1	In	in	IN
cord-302553-d0hk4ipg	565	2	future	future	JJ
cord-302553-d0hk4ipg	565	3	work	work	NN
cord-302553-d0hk4ipg	565	4	,	,	,
cord-302553-d0hk4ipg	565	5	we	-PRON-	PRP
cord-302553-d0hk4ipg	565	6	need	need	VBP
cord-302553-d0hk4ipg	565	7	to	to	TO
cord-302553-d0hk4ipg	565	8	study	study	VB
cord-302553-d0hk4ipg	565	9	a	a	DT
cord-302553-d0hk4ipg	565	10	wider	wide	JJR
cord-302553-d0hk4ipg	565	11	range	range	NN
cord-302553-d0hk4ipg	565	12	of	of	IN
cord-302553-d0hk4ipg	565	13	data	datum	NNS
cord-302553-d0hk4ipg	565	14	since	since	IN
cord-302553-d0hk4ipg	565	15	the	the	DT
cord-302553-d0hk4ipg	565	16	current	current	JJ
cord-302553-d0hk4ipg	565	17	data	datum	NNS
cord-302553-d0hk4ipg	565	18	only	only	RB
cord-302553-d0hk4ipg	565	19	cover	cover	VBP
cord-302553-d0hk4ipg	565	20	two	two	CD
cord-302553-d0hk4ipg	565	21	years	year	NNS
cord-302553-d0hk4ipg	565	22	,	,	,
cord-302553-d0hk4ipg	565	23	2016	2016	CD
cord-302553-d0hk4ipg	565	24	and	and	CC
cord-302553-d0hk4ipg	565	25	2017	2017	CD
cord-302553-d0hk4ipg	565	26	.	.	.
cord-302553-d0hk4ipg	566	1	Moreover	moreover	RB
cord-302553-d0hk4ipg	566	2	,	,	,
cord-302553-d0hk4ipg	566	3	this	this	DT
cord-302553-d0hk4ipg	566	4	paper	paper	NN
cord-302553-d0hk4ipg	566	5	compares	compare	VBZ
cord-302553-d0hk4ipg	566	6	the	the	DT
cord-302553-d0hk4ipg	566	7	trend	trend	NN
cord-302553-d0hk4ipg	566	8	of	of	IN
cord-302553-d0hk4ipg	566	9	official	official	JJ
cord-302553-d0hk4ipg	566	10	ILI	ILI	NNP
cord-302553-d0hk4ipg	566	11	data	datum	NNS
cord-302553-d0hk4ipg	566	12	from	from	IN
cord-302553-d0hk4ipg	566	13	the	the	DT
cord-302553-d0hk4ipg	566	14	CDC	CDC	NNP
cord-302553-d0hk4ipg	566	15	and	and	CC
cord-302553-d0hk4ipg	566	16	flu	flu	NN
cord-302553-d0hk4ipg	566	17	-	-	HYPH
cord-302553-d0hk4ipg	566	18	related	relate	VBN
cord-302553-d0hk4ipg	566	19	data	datum	NNS
cord-302553-d0hk4ipg	566	20	from	from	IN
cord-302553-d0hk4ipg	566	21	social	social	JJ
cord-302553-d0hk4ipg	566	22	media	medium	NNS
cord-302553-d0hk4ipg	566	23	in	in	IN
cord-302553-d0hk4ipg	566	24	2016	2016	CD
cord-302553-d0hk4ipg	566	25	.	.	.
cord-302553-d0hk4ipg	567	1	We	-PRON-	PRP
cord-302553-d0hk4ipg	567	2	will	will	MD
cord-302553-d0hk4ipg	567	3	examine	examine	VB
cord-302553-d0hk4ipg	567	4	more	more	RBR
cord-302553-d0hk4ipg	567	5	valuable	valuable	JJ
cord-302553-d0hk4ipg	567	6	disease	disease	NN
cord-302553-d0hk4ipg	567	7	information	information	NN
cord-302553-d0hk4ipg	567	8	from	from	IN
cord-302553-d0hk4ipg	567	9	social	social	JJ
cord-302553-d0hk4ipg	567	10	media	medium	NNS
cord-302553-d0hk4ipg	567	11	-	-	HYPH
cord-302553-d0hk4ipg	567	12	based	base	VBN
cord-302553-d0hk4ipg	567	13	data	datum	NNS
cord-302553-d0hk4ipg	567	14	on	on	IN
cord-302553-d0hk4ipg	567	15	a	a	DT
cord-302553-d0hk4ipg	567	16	larger	large	JJR
cord-302553-d0hk4ipg	567	17	scale	scale	NN
cord-302553-d0hk4ipg	567	18	.	.	.
cord-302553-d0hk4ipg	567	19	 	 	_SP
cord-302553-d0hk4ipg	568	1	Health	health	NN
cord-302553-d0hk4ipg	568	2	monitoring	monitoring	NN
cord-302553-d0hk4ipg	568	3	on	on	IN
cord-302553-d0hk4ipg	568	4	social	social	JJ
cord-302553-d0hk4ipg	568	5	media	medium	NNS
cord-302553-d0hk4ipg	568	6	over	over	IN
cord-302553-d0hk4ipg	568	7	time	time	NN
cord-302553-d0hk4ipg	568	8	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	568	9	as	as	IN
cord-302553-d0hk4ipg	568	10	a	a	DT
cord-302553-d0hk4ipg	568	11	Potential	Potential	NNP
cord-302553-d0hk4ipg	568	12	Data	data	NN
cord-302553-d0hk4ipg	568	13	Source	source	NN
cord-302553-d0hk4ipg	568	14	for	for	IN
cord-302553-d0hk4ipg	568	15	Cardiovascular	Cardiovascular	NNP
cord-302553-d0hk4ipg	568	16	Disease	Disease	NNP
cord-302553-d0hk4ipg	568	17	Research	Research	NNP
cord-302553-d0hk4ipg	569	1	The	the	DT
cord-302553-d0hk4ipg	569	2	1918	1918	CD
cord-302553-d0hk4ipg	569	3	flu	flu	NN
cord-302553-d0hk4ipg	569	4	,	,	,
cord-302553-d0hk4ipg	569	5	100	100	CD
cord-302553-d0hk4ipg	569	6	years	year	NNS
cord-302553-d0hk4ipg	569	7	later	later	RB
cord-302553-d0hk4ipg	569	8	Molecular	molecular	JJ
cord-302553-d0hk4ipg	569	9	epidemiology	epidemiology	NN
cord-302553-d0hk4ipg	569	10	of	of	IN
cord-302553-d0hk4ipg	569	11	infectious	infectious	JJ
cord-302553-d0hk4ipg	569	12	diseases	disease	NNS
cord-302553-d0hk4ipg	569	13	:	:	:
cord-302553-d0hk4ipg	569	14	A	a	DT
cord-302553-d0hk4ipg	569	15	case	case	NN
cord-302553-d0hk4ipg	569	16	for	for	IN
cord-302553-d0hk4ipg	569	17	increased	increase	VBN
cord-302553-d0hk4ipg	569	18	surveillance	surveillance	NN
cord-302553-d0hk4ipg	569	19	Summary	summary	NN
cord-302553-d0hk4ipg	569	20	table	table	NN
cord-302553-d0hk4ipg	569	21	of	of	IN
cord-302553-d0hk4ipg	569	22	SARS	SARS	NNP
cord-302553-d0hk4ipg	569	23	cases	case	NNS
cord-302553-d0hk4ipg	569	24	by	by	IN
cord-302553-d0hk4ipg	569	25	country	country	NN
cord-302553-d0hk4ipg	569	26	Responding	respond	VBG
cord-302553-d0hk4ipg	569	27	to	to	IN
cord-302553-d0hk4ipg	569	28	global	global	JJ
cord-302553-d0hk4ipg	569	29	infectious	infectious	JJ
cord-302553-d0hk4ipg	569	30	disease	disease	NN
cord-302553-d0hk4ipg	569	31	outbreaks	outbreak	NNS
cord-302553-d0hk4ipg	569	32	:	:	:
cord-302553-d0hk4ipg	570	1	Lessons	lesson	NNS
cord-302553-d0hk4ipg	570	2	from	from	IN
cord-302553-d0hk4ipg	570	3	SARS	SARS	NNP
cord-302553-d0hk4ipg	570	4	on	on	IN
cord-302553-d0hk4ipg	570	5	the	the	DT
cord-302553-d0hk4ipg	570	6	role	role	NN
cord-302553-d0hk4ipg	570	7	of	of	IN
cord-302553-d0hk4ipg	570	8	risk	risk	NN
cord-302553-d0hk4ipg	570	9	perception	perception	NN
cord-302553-d0hk4ipg	570	10	,	,	,
cord-302553-d0hk4ipg	570	11	communication	communication	NN
cord-302553-d0hk4ipg	570	12	and	and	CC
cord-302553-d0hk4ipg	570	13	management	management	NN
cord-302553-d0hk4ipg	570	14	Regional	Regional	NNP
cord-302553-d0hk4ipg	570	15	Level	Level	NNP
cord-302553-d0hk4ipg	570	16	Influenza	Influenza	NNP
cord-302553-d0hk4ipg	570	17	Study	Study	NNP
cord-302553-d0hk4ipg	570	18	with	with	IN
cord-302553-d0hk4ipg	570	19	Geo	Geo	NNP
cord-302553-d0hk4ipg	570	20	-	-	HYPH
cord-302553-d0hk4ipg	570	21	Tagged	Tagged	NNP
cord-302553-d0hk4ipg	571	1	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	571	2	Data	Data	NNP
cord-302553-d0hk4ipg	572	1	Applying	apply	VBG
cord-302553-d0hk4ipg	572	2	GIS	GIS	NNP
cord-302553-d0hk4ipg	572	3	and	and	CC
cord-302553-d0hk4ipg	572	4	Machine	Machine	NNP
cord-302553-d0hk4ipg	572	5	Learning	Learning	NNP
cord-302553-d0hk4ipg	572	6	Methods	Methods	NNPS
cord-302553-d0hk4ipg	572	7	to	to	IN
cord-302553-d0hk4ipg	572	8	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	572	9	Data	Data	NNP
cord-302553-d0hk4ipg	572	10	for	for	IN
cord-302553-d0hk4ipg	572	11	Multiscale	Multiscale	NNP
cord-302553-d0hk4ipg	572	12	Surveillance	Surveillance	NNP
cord-302553-d0hk4ipg	572	13	of	of	IN
cord-302553-d0hk4ipg	572	14	Influenza	Influenza	NNP
cord-302553-d0hk4ipg	572	15	Bad	Bad	NNP
cord-302553-d0hk4ipg	572	16	Outcomes	Outcomes	NNPS
cord-302553-d0hk4ipg	572	17	:	:	:
cord-302553-d0hk4ipg	572	18	The	the	DT
cord-302553-d0hk4ipg	572	19	Effects	effect	NNS
cord-302553-d0hk4ipg	572	20	of	of	IN
cord-302553-d0hk4ipg	572	21	Mismatches	mismatch	NNS
cord-302553-d0hk4ipg	572	22	between	between	IN
cord-302553-d0hk4ipg	572	23	Social	Social	NNP
cord-302553-d0hk4ipg	572	24	Support	Support	NNP
cord-302553-d0hk4ipg	572	25	and	and	CC
cord-302553-d0hk4ipg	572	26	Health	Health	NNP
cord-302553-d0hk4ipg	572	27	Outcomes	Outcomes	NNPS
cord-302553-d0hk4ipg	572	28	in	in	IN
cord-302553-d0hk4ipg	572	29	an	an	DT
cord-302553-d0hk4ipg	572	30	Online	Online	NNP
cord-302553-d0hk4ipg	572	31	Weight	Weight	NNP
cord-302553-d0hk4ipg	572	32	Loss	Loss	NNP
cord-302553-d0hk4ipg	572	33	Community	Community	NNP
cord-302553-d0hk4ipg	573	1	How	how	WRB
cord-302553-d0hk4ipg	573	2	health	health	NN
cord-302553-d0hk4ipg	573	3	care	care	NN
cord-302553-d0hk4ipg	573	4	professionals	professional	NNS
cord-302553-d0hk4ipg	573	5	use	use	VBP
cord-302553-d0hk4ipg	573	6	social	social	JJ
cord-302553-d0hk4ipg	573	7	media	medium	NNS
cord-302553-d0hk4ipg	573	8	to	to	TO
cord-302553-d0hk4ipg	573	9	create	create	VB
cord-302553-d0hk4ipg	573	10	virtual	virtual	JJ
cord-302553-d0hk4ipg	573	11	communities	community	NNS
cord-302553-d0hk4ipg	573	12	:	:	:
cord-302553-d0hk4ipg	574	1	An	an	DT
cord-302553-d0hk4ipg	574	2	integrative	integrative	JJ
cord-302553-d0hk4ipg	574	3	review	review	NN
cord-302553-d0hk4ipg	575	1	Parallel	parallel	JJ
cord-302553-d0hk4ipg	575	2	aspect	aspect	NN
cord-302553-d0hk4ipg	575	3	-	-	HYPH
cord-302553-d0hk4ipg	575	4	oriented	orient	VBN
cord-302553-d0hk4ipg	575	5	sentiment	sentiment	NN
cord-302553-d0hk4ipg	575	6	analysis	analysis	NN
cord-302553-d0hk4ipg	575	7	for	for	IN
cord-302553-d0hk4ipg	575	8	sales	sale	NNS
cord-302553-d0hk4ipg	575	9	forecasting	forecast	VBG
cord-302553-d0hk4ipg	575	10	with	with	IN
cord-302553-d0hk4ipg	575	11	big	big	JJ
cord-302553-d0hk4ipg	575	12	data	datum	NNS
cord-302553-d0hk4ipg	575	13	Disaster	disaster	NN
cord-302553-d0hk4ipg	575	14	early	early	JJ
cord-302553-d0hk4ipg	575	15	warning	warning	NN
cord-302553-d0hk4ipg	575	16	and	and	CC
cord-302553-d0hk4ipg	575	17	damage	damage	NN
cord-302553-d0hk4ipg	575	18	assessment	assessment	NN
cord-302553-d0hk4ipg	575	19	analysis	analysis	NN
cord-302553-d0hk4ipg	575	20	using	use	VBG
cord-302553-d0hk4ipg	575	21	social	social	JJ
cord-302553-d0hk4ipg	575	22	media	medium	NNS
cord-302553-d0hk4ipg	575	23	data	datum	NNS
cord-302553-d0hk4ipg	575	24	and	and	CC
cord-302553-d0hk4ipg	575	25	geo	geo	NN
cord-302553-d0hk4ipg	575	26	-	-	HYPH
cord-302553-d0hk4ipg	575	27	location	location	NN
cord-302553-d0hk4ipg	575	28	information	information	NN
cord-302553-d0hk4ipg	575	29	Social	Social	NNP
cord-302553-d0hk4ipg	575	30	media	medium	NNS
cord-302553-d0hk4ipg	575	31	analytics	analytic	NNS
cord-302553-d0hk4ipg	575	32	for	for	IN
cord-302553-d0hk4ipg	575	33	natural	natural	JJ
cord-302553-d0hk4ipg	575	34	disaster	disaster	NN
cord-302553-d0hk4ipg	575	35	management	management	NN
cord-302553-d0hk4ipg	576	1	A	a	DT
cord-302553-d0hk4ipg	576	2	new	new	JJ
cord-302553-d0hk4ipg	576	3	emergency	emergency	NN
cord-302553-d0hk4ipg	576	4	management	management	NN
cord-302553-d0hk4ipg	576	5	dynamic	dynamic	JJ
cord-302553-d0hk4ipg	576	6	value	value	NN
cord-302553-d0hk4ipg	576	7	assessment	assessment	NN
cord-302553-d0hk4ipg	576	8	model	model	NN
cord-302553-d0hk4ipg	576	9	based	base	VBN
cord-302553-d0hk4ipg	576	10	on	on	IN
cord-302553-d0hk4ipg	576	11	social	social	JJ
cord-302553-d0hk4ipg	576	12	media	medium	NNS
cord-302553-d0hk4ipg	576	13	data	datum	NNS
cord-302553-d0hk4ipg	576	14	:	:	:
cord-302553-d0hk4ipg	576	15	A	a	DT
cord-302553-d0hk4ipg	576	16	multiphase	multiphase	NN
cord-302553-d0hk4ipg	576	17	decision	decision	NN
cord-302553-d0hk4ipg	576	18	-	-	HYPH
cord-302553-d0hk4ipg	576	19	making	make	VBG
cord-302553-d0hk4ipg	576	20	perspective	perspective	NN
cord-302553-d0hk4ipg	576	21	Assessing	assess	VBG
cord-302553-d0hk4ipg	576	22	the	the	DT
cord-302553-d0hk4ipg	576	23	Value	Value	NNP
cord-302553-d0hk4ipg	576	24	of	of	IN
cord-302553-d0hk4ipg	576	25	Online	Online	NNP
cord-302553-d0hk4ipg	576	26	Learning	Learning	NNP
cord-302553-d0hk4ipg	576	27	and	and	CC
cord-302553-d0hk4ipg	576	28	Social	Social	NNP
cord-302553-d0hk4ipg	576	29	Media	Media	NNP
cord-302553-d0hk4ipg	576	30	in	in	IN
cord-302553-d0hk4ipg	576	31	Pharmacy	Pharmacy	NNP
cord-302553-d0hk4ipg	576	32	Education	Education	NNP
cord-302553-d0hk4ipg	577	1	When	when	WRB
cord-302553-d0hk4ipg	577	2	google	google	NNP
cord-302553-d0hk4ipg	577	3	got	get	VBD
cord-302553-d0hk4ipg	577	4	flu	flu	NN
cord-302553-d0hk4ipg	577	5	wrong	wrong	RB
cord-302553-d0hk4ipg	578	1	The	the	DT
cord-302553-d0hk4ipg	578	2	parable	parable	NN
cord-302553-d0hk4ipg	578	3	of	of	IN
cord-302553-d0hk4ipg	578	4	google	google	NNP
cord-302553-d0hk4ipg	578	5	flu	flu	NN
cord-302553-d0hk4ipg	578	6	:	:	:
cord-302553-d0hk4ipg	578	7	Traps	trap	NNS
cord-302553-d0hk4ipg	578	8	in	in	IN
cord-302553-d0hk4ipg	578	9	big	big	JJ
cord-302553-d0hk4ipg	578	10	data	datum	NNS
cord-302553-d0hk4ipg	578	11	analysis	analysis	NN
cord-302553-d0hk4ipg	578	12	Update	update	NN
cord-302553-d0hk4ipg	578	13	:	:	:
cord-302553-d0hk4ipg	578	14	Influenza	Influenza	NNP
cord-302553-d0hk4ipg	578	15	Activity	Activity	NNP
cord-302553-d0hk4ipg	578	16	in	in	IN
cord-302553-d0hk4ipg	578	17	the	the	DT
cord-302553-d0hk4ipg	578	18	United	United	NNP
cord-302553-d0hk4ipg	578	19	States	States	NNP
cord-302553-d0hk4ipg	578	20	During	during	IN
cord-302553-d0hk4ipg	578	21	the	the	DT
cord-302553-d0hk4ipg	578	22	2017	2017	CD
cord-302553-d0hk4ipg	578	23	-	-	SYM
cord-302553-d0hk4ipg	578	24	18	18	CD
cord-302553-d0hk4ipg	578	25	Season	Season	NNP
cord-302553-d0hk4ipg	578	26	and	and	CC
cord-302553-d0hk4ipg	578	27	Composition	Composition	NNP
cord-302553-d0hk4ipg	578	28	of	of	IN
cord-302553-d0hk4ipg	578	29	the	the	DT
cord-302553-d0hk4ipg	578	30	2018	2018	CD
cord-302553-d0hk4ipg	578	31	-	-	SYM
cord-302553-d0hk4ipg	578	32	19	19	CD
cord-302553-d0hk4ipg	578	33	Influenza	Influenza	NNP
cord-302553-d0hk4ipg	578	34	Vaccine	Vaccine	NNP
cord-302553-d0hk4ipg	578	35	Social	Social	NNP
cord-302553-d0hk4ipg	578	36	media	medium	NNS
cord-302553-d0hk4ipg	578	37	and	and	CC
cord-302553-d0hk4ipg	578	38	flu	flu	NN
cord-302553-d0hk4ipg	578	39	:	:	:
cord-302553-d0hk4ipg	579	1	Media	Media	NNP
cord-302553-d0hk4ipg	579	2	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	579	3	accounts	account	VBZ
cord-302553-d0hk4ipg	579	4	as	as	IN
cord-302553-d0hk4ipg	579	5	agenda	agenda	NN
cord-302553-d0hk4ipg	579	6	setters	setter	NNS
cord-302553-d0hk4ipg	579	7	Traffic	Traffic	NNP
cord-302553-d0hk4ipg	579	8	analysis	analysis	NN
cord-302553-d0hk4ipg	579	9	based	base	VBN
cord-302553-d0hk4ipg	579	10	on	on	IN
cord-302553-d0hk4ipg	579	11	short	short	JJ
cord-302553-d0hk4ipg	579	12	texts	text	NNS
cord-302553-d0hk4ipg	579	13	from	from	IN
cord-302553-d0hk4ipg	579	14	social	social	JJ
cord-302553-d0hk4ipg	579	15	media	medium	NNS
cord-302553-d0hk4ipg	580	1	Inferring	infer	VBG
cord-302553-d0hk4ipg	580	2	Dynamic	Dynamic	NNP
cord-302553-d0hk4ipg	580	3	User	User	NNP
cord-302553-d0hk4ipg	580	4	Interests	Interests	NNPS
cord-302553-d0hk4ipg	580	5	in	in	IN
cord-302553-d0hk4ipg	580	6	Streams	Streams	NNPS
cord-302553-d0hk4ipg	580	7	of	of	IN
cord-302553-d0hk4ipg	580	8	Short	Short	NNP
cord-302553-d0hk4ipg	580	9	Texts	Texts	NNP
cord-302553-d0hk4ipg	580	10	for	for	IN
cord-302553-d0hk4ipg	580	11	User	User	NNP
cord-302553-d0hk4ipg	580	12	Clustering	Clustering	NNP
cord-302553-d0hk4ipg	580	13	A	a	DT
cord-302553-d0hk4ipg	580	14	Social	Social	NNP
cord-302553-d0hk4ipg	580	15	-	-	HYPH
cord-302553-d0hk4ipg	580	16	aware	aware	JJ
cord-302553-d0hk4ipg	580	17	online	online	JJ
cord-302553-d0hk4ipg	580	18	short	short	JJ
cord-302553-d0hk4ipg	580	19	-	-	HYPH
cord-302553-d0hk4ipg	580	20	text	text	NN
cord-302553-d0hk4ipg	580	21	feature	feature	NN
cord-302553-d0hk4ipg	580	22	selection	selection	NN
cord-302553-d0hk4ipg	580	23	technique	technique	NN
cord-302553-d0hk4ipg	580	24	for	for	IN
cord-302553-d0hk4ipg	580	25	social	social	JJ
cord-302553-d0hk4ipg	580	26	media	medium	NNS
cord-302553-d0hk4ipg	580	27	Modeling	model	VBG
cord-302553-d0hk4ipg	580	28	infectious	infectious	JJ
cord-302553-d0hk4ipg	580	29	disease	disease	NN
cord-302553-d0hk4ipg	580	30	dynamics	dynamic	NNS
cord-302553-d0hk4ipg	580	31	in	in	IN
cord-302553-d0hk4ipg	580	32	the	the	DT
cord-302553-d0hk4ipg	580	33	complex	complex	JJ
cord-302553-d0hk4ipg	580	34	landscape	landscape	NN
cord-302553-d0hk4ipg	580	35	of	of	IN
cord-302553-d0hk4ipg	580	36	global	global	JJ
cord-302553-d0hk4ipg	580	37	health	health	NNP
cord-302553-d0hk4ipg	580	38	Health	Health	NNP
cord-302553-d0hk4ipg	580	39	Communication	Communication	NNP
cord-302553-d0hk4ipg	580	40	in	in	IN
cord-302553-d0hk4ipg	580	41	Social	Social	NNP
cord-302553-d0hk4ipg	580	42	Media	Media	NNP
cord-302553-d0hk4ipg	581	1	:	:	:
cord-302553-d0hk4ipg	581	2	Message	message	NN
cord-302553-d0hk4ipg	581	3	Features	feature	NNS
cord-302553-d0hk4ipg	582	1	Predicting	predict	VBG
cord-302553-d0hk4ipg	582	2	User	User	NNP
cord-302553-d0hk4ipg	582	3	Engagement	Engagement	NNP
cord-302553-d0hk4ipg	582	4	on	on	IN
cord-302553-d0hk4ipg	582	5	Diabetes	diabetes	NN
cord-302553-d0hk4ipg	582	6	-	-	HYPH
cord-302553-d0hk4ipg	582	7	Related	relate	VBN
cord-302553-d0hk4ipg	582	8	Facebook	Facebook	NNP
cord-302553-d0hk4ipg	582	9	Pages	Pages	NNP
cord-302553-d0hk4ipg	582	10	Spatial	Spatial	NNP
cord-302553-d0hk4ipg	582	11	Resource	Resource	NNP
cord-302553-d0hk4ipg	582	12	Allocation	Allocation	NNP
cord-302553-d0hk4ipg	582	13	for	for	IN
cord-302553-d0hk4ipg	582	14	Emerging	Emerging	NNP
cord-302553-d0hk4ipg	582	15	Epidemics	epidemic	NNS
cord-302553-d0hk4ipg	582	16	:	:	:
cord-302553-d0hk4ipg	583	1	A	a	DT
cord-302553-d0hk4ipg	583	2	Comparison	comparison	NN
cord-302553-d0hk4ipg	583	3	of	of	IN
cord-302553-d0hk4ipg	583	4	Greedy	Greedy	NNP
cord-302553-d0hk4ipg	583	5	,	,	,
cord-302553-d0hk4ipg	583	6	Myopic	myopic	JJ
cord-302553-d0hk4ipg	583	7	,	,	,
cord-302553-d0hk4ipg	583	8	and	and	CC
cord-302553-d0hk4ipg	583	9	Dynamic	Dynamic	NNP
cord-302553-d0hk4ipg	583	10	Policies	policy	NNS
cord-302553-d0hk4ipg	583	11	Optimal	Optimal	NNP
cord-302553-d0hk4ipg	583	12	M	M	NNP
cord-302553-d0hk4ipg	583	13	-	-	HYPH
cord-302553-d0hk4ipg	583	14	Switch	Switch	NNP
cord-302553-d0hk4ipg	583	15	Surveillance	surveillance	NN
cord-302553-d0hk4ipg	583	16	Policies	policy	NNS
cord-302553-d0hk4ipg	583	17	for	for	IN
cord-302553-d0hk4ipg	583	18	Liver	Liver	NNP
cord-302553-d0hk4ipg	583	19	Cancer	Cancer	NNP
cord-302553-d0hk4ipg	583	20	in	in	IN
cord-302553-d0hk4ipg	583	21	a	a	DT
cord-302553-d0hk4ipg	583	22	Hepatitis	Hepatitis	NNP
cord-302553-d0hk4ipg	583	23	C	C	NNP
cord-302553-d0hk4ipg	583	24	-	-	HYPH
cord-302553-d0hk4ipg	583	25	Infected	Infected	NNP
cord-302553-d0hk4ipg	583	26	Population	population	NN
cord-302553-d0hk4ipg	583	27	Optimal	Optimal	NNP
cord-302553-d0hk4ipg	583	28	Design	Design	NNP
cord-302553-d0hk4ipg	583	29	of	of	IN
cord-302553-d0hk4ipg	583	30	the	the	DT
cord-302553-d0hk4ipg	583	31	Seasonal	Seasonal	NNP
cord-302553-d0hk4ipg	583	32	Influenza	Influenza	NNP
cord-302553-d0hk4ipg	583	33	Vaccine	Vaccine	NNP
cord-302553-d0hk4ipg	583	34	with	with	IN
cord-302553-d0hk4ipg	583	35	Manufacturing	Manufacturing	NNP
cord-302553-d0hk4ipg	583	36	Autonomy	Autonomy	NNP
cord-302553-d0hk4ipg	583	37	Dose	Dose	NNP
cord-302553-d0hk4ipg	583	38	-	-	HYPH
cord-302553-d0hk4ipg	583	39	Optimal	Optimal	NNP
cord-302553-d0hk4ipg	583	40	Vaccine	Vaccine	NNP
cord-302553-d0hk4ipg	583	41	Allocation	Allocation	NNP
cord-302553-d0hk4ipg	583	42	over	over	IN
cord-302553-d0hk4ipg	583	43	Multiple	Multiple	NNP
cord-302553-d0hk4ipg	583	44	Populations	Populations	NNPS
cord-302553-d0hk4ipg	583	45	Deploying	deploy	VBG
cord-302553-d0hk4ipg	583	46	digital	digital	JJ
cord-302553-d0hk4ipg	583	47	health	health	NN
cord-302553-d0hk4ipg	583	48	data	datum	NNS
cord-302553-d0hk4ipg	583	49	to	to	TO
cord-302553-d0hk4ipg	583	50	optimize	optimize	VB
cord-302553-d0hk4ipg	583	51	influenza	influenza	NN
cord-302553-d0hk4ipg	583	52	surveillance	surveillance	NN
cord-302553-d0hk4ipg	583	53	at	at	IN
cord-302553-d0hk4ipg	583	54	national	national	JJ
cord-302553-d0hk4ipg	583	55	and	and	CC
cord-302553-d0hk4ipg	583	56	local	local	JJ
cord-302553-d0hk4ipg	583	57	scales	scale	NNS
cord-302553-d0hk4ipg	583	58	Re	Re	VBG
cord-302553-d0hk4ipg	583	59	-	-	VBG
cord-302553-d0hk4ipg	583	60	emerging	emerge	VBG
cord-302553-d0hk4ipg	583	61	lassa	lassa	NNP
cord-302553-d0hk4ipg	583	62	fever	fever	NN
cord-302553-d0hk4ipg	583	63	outbreaks	outbreak	NNS
cord-302553-d0hk4ipg	583	64	in	in	IN
cord-302553-d0hk4ipg	583	65	Nigeria	Nigeria	NNP
cord-302553-d0hk4ipg	583	66	:	:	:
cord-302553-d0hk4ipg	583	67	Re	Re	VBG
cord-302553-d0hk4ipg	583	68	-	-	VBG
cord-302553-d0hk4ipg	583	69	enforcing	enforce	VBG
cord-302553-d0hk4ipg	583	70	"	"	``
cord-302553-d0hk4ipg	583	71	one	one	CD
cord-302553-d0hk4ipg	583	72	health	health	NN
cord-302553-d0hk4ipg	583	73	"	"	''
cord-302553-d0hk4ipg	583	74	community	community	NN
cord-302553-d0hk4ipg	583	75	surveillance	surveillance	NN
cord-302553-d0hk4ipg	583	76	and	and	CC
cord-302553-d0hk4ipg	583	77	emergency	emergency	NN
cord-302553-d0hk4ipg	583	78	response	response	NN
cord-302553-d0hk4ipg	583	79	practice	practice	NN
cord-302553-d0hk4ipg	584	1	The	the	DT
cord-302553-d0hk4ipg	584	2	operational	operational	JJ
cord-302553-d0hk4ipg	584	3	value	value	NN
cord-302553-d0hk4ipg	584	4	of	of	IN
cord-302553-d0hk4ipg	584	5	social	social	JJ
cord-302553-d0hk4ipg	584	6	media	medium	NNS
cord-302553-d0hk4ipg	584	7	information	information	NN
cord-302553-d0hk4ipg	584	8	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	584	9	sentiment	sentiment	NN
cord-302553-d0hk4ipg	584	10	analysis	analysis	NN
cord-302553-d0hk4ipg	584	11	using	use	VBG
cord-302553-d0hk4ipg	584	12	hybrid	hybrid	JJ
cord-302553-d0hk4ipg	584	13	cuckoo	cuckoo	NN
cord-302553-d0hk4ipg	584	14	search	search	NN
cord-302553-d0hk4ipg	584	15	method	method	NN
cord-302553-d0hk4ipg	584	16	Real	real	JJ
cord-302553-d0hk4ipg	584	17	-	-	HYPH
cord-302553-d0hk4ipg	584	18	time	time	NN
cord-302553-d0hk4ipg	584	19	detection	detection	NN
cord-302553-d0hk4ipg	584	20	of	of	IN
cord-302553-d0hk4ipg	584	21	traffic	traffic	NN
cord-302553-d0hk4ipg	584	22	from	from	IN
cord-302553-d0hk4ipg	584	23	twitter	twitter	NNP
cord-302553-d0hk4ipg	584	24	stream	stream	NNP
cord-302553-d0hk4ipg	584	25	analysis	analysis	NN
cord-302553-d0hk4ipg	584	26	Social	Social	NNP
cord-302553-d0hk4ipg	584	27	Media	Media	NNP
cord-302553-d0hk4ipg	584	28	-	-	HYPH
cord-302553-d0hk4ipg	584	29	and	and	CC
cord-302553-d0hk4ipg	584	30	Internet	internet	NN
cord-302553-d0hk4ipg	584	31	-	-	HYPH
cord-302553-d0hk4ipg	584	32	Based	base	VBN
cord-302553-d0hk4ipg	584	33	Disease	Disease	NNP
cord-302553-d0hk4ipg	584	34	Surveillance	Surveillance	NNP
cord-302553-d0hk4ipg	584	35	for	for	IN
cord-302553-d0hk4ipg	584	36	Public	Public	NNP
cord-302553-d0hk4ipg	584	37	Health	Health	NNP
cord-302553-d0hk4ipg	584	38	Disaster	Disaster	NNP
cord-302553-d0hk4ipg	584	39	management	management	NN
cord-302553-d0hk4ipg	584	40	2.0	2.0	CD
cord-302553-d0hk4ipg	584	41	:	:	:
cord-302553-d0hk4ipg	584	42	A	a	DT
cord-302553-d0hk4ipg	584	43	real	real	JJ
cord-302553-d0hk4ipg	584	44	-	-	HYPH
cord-302553-d0hk4ipg	584	45	time	time	NN
cord-302553-d0hk4ipg	584	46	disaster	disaster	NN
cord-302553-d0hk4ipg	584	47	damage	damage	NN
cord-302553-d0hk4ipg	584	48	assessment	assessment	NN
cord-302553-d0hk4ipg	584	49	model	model	NN
cord-302553-d0hk4ipg	584	50	based	base	VBN
cord-302553-d0hk4ipg	584	51	on	on	IN
cord-302553-d0hk4ipg	584	52	mobile	mobile	JJ
cord-302553-d0hk4ipg	584	53	social	social	JJ
cord-302553-d0hk4ipg	584	54	media	medium	NNS
cord-302553-d0hk4ipg	584	55	data	datum	NNS
cord-302553-d0hk4ipg	584	56	-	-	:
cord-302553-d0hk4ipg	584	57	A	a	DT
cord-302553-d0hk4ipg	584	58	case	case	NN
cord-302553-d0hk4ipg	584	59	study	study	NN
cord-302553-d0hk4ipg	584	60	of	of	IN
cord-302553-d0hk4ipg	584	61	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	584	62	(	(	-LRB-
cord-302553-d0hk4ipg	584	63	Chinese	Chinese	NNP
cord-302553-d0hk4ipg	584	64	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	584	65	)	)	-RRB-
cord-302553-d0hk4ipg	584	66	Measuring	measure	VBG
cord-302553-d0hk4ipg	584	67	the	the	DT
cord-302553-d0hk4ipg	584	68	Outreach	Outreach	NNP
cord-302553-d0hk4ipg	584	69	Efforts	Efforts	NNPS
cord-302553-d0hk4ipg	584	70	of	of	IN
cord-302553-d0hk4ipg	584	71	Public	Public	NNP
cord-302553-d0hk4ipg	584	72	Health	Health	NNP
cord-302553-d0hk4ipg	584	73	Authorities	Authorities	NNPS
cord-302553-d0hk4ipg	584	74	and	and	CC
cord-302553-d0hk4ipg	584	75	the	the	DT
cord-302553-d0hk4ipg	584	76	Public	Public	NNP
cord-302553-d0hk4ipg	584	77	Response	Response	NNP
cord-302553-d0hk4ipg	584	78	on	on	IN
cord-302553-d0hk4ipg	584	79	Facebook	Facebook	NNP
cord-302553-d0hk4ipg	584	80	during	during	IN
cord-302553-d0hk4ipg	584	81	the	the	DT
cord-302553-d0hk4ipg	584	82	COVID-19	COVID-19	NNP
cord-302553-d0hk4ipg	584	83	Pandemic	Pandemic	NNP
cord-302553-d0hk4ipg	584	84	in	in	IN
cord-302553-d0hk4ipg	584	85	Early	early	JJ
cord-302553-d0hk4ipg	584	86	2020	2020	CD
cord-302553-d0hk4ipg	584	87	:	:	:
cord-302553-d0hk4ipg	584	88	Cross	Cross	NNP
cord-302553-d0hk4ipg	584	89	-	-	NNP
cord-302553-d0hk4ipg	584	90	Country	Country	NNP
cord-302553-d0hk4ipg	584	91	Comparison	Comparison	NNP
cord-302553-d0hk4ipg	584	92	Strategic	Strategic	NNP
cord-302553-d0hk4ipg	584	93	Uses	use	NNS
cord-302553-d0hk4ipg	584	94	of	of	IN
cord-302553-d0hk4ipg	584	95	Facebook	Facebook	NNP
cord-302553-d0hk4ipg	584	96	in	in	IN
cord-302553-d0hk4ipg	584	97	Zika	Zika	NNP
cord-302553-d0hk4ipg	584	98	Outbreak	Outbreak	NNP
cord-302553-d0hk4ipg	584	99	Communication	Communication	NNP
cord-302553-d0hk4ipg	584	100	:	:	:
cord-302553-d0hk4ipg	585	1	Implications	implication	NNS
cord-302553-d0hk4ipg	585	2	for	for	IN
cord-302553-d0hk4ipg	585	3	the	the	DT
cord-302553-d0hk4ipg	585	4	Crisis	Crisis	NNP
cord-302553-d0hk4ipg	585	5	and	and	CC
cord-302553-d0hk4ipg	585	6	Emergency	Emergency	NNP
cord-302553-d0hk4ipg	585	7	Risk	Risk	NNP
cord-302553-d0hk4ipg	585	8	Communication	Communication	NNP
cord-302553-d0hk4ipg	585	9	Model	Model	NNP
cord-302553-d0hk4ipg	586	1	What	what	WP
cord-302553-d0hk4ipg	586	2	's	be	VBZ
cord-302553-d0hk4ipg	586	3	buzzing	buzz	VBG
cord-302553-d0hk4ipg	586	4	on	on	IN
cord-302553-d0hk4ipg	586	5	your	-PRON-	PRP$
cord-302553-d0hk4ipg	586	6	feed	feed	NN
cord-302553-d0hk4ipg	586	7	?	?	.
cord-302553-d0hk4ipg	587	1	Health	health	NN
cord-302553-d0hk4ipg	587	2	authorities	authority	NNS
cord-302553-d0hk4ipg	587	3	'	'	POS
cord-302553-d0hk4ipg	587	4	use	use	NN
cord-302553-d0hk4ipg	587	5	of	of	IN
cord-302553-d0hk4ipg	587	6	Facebook	Facebook	NNP
cord-302553-d0hk4ipg	587	7	to	to	TO
cord-302553-d0hk4ipg	587	8	combat	combat	VB
cord-302553-d0hk4ipg	587	9	Zika	Zika	NNP
cord-302553-d0hk4ipg	587	10	in	in	IN
cord-302553-d0hk4ipg	587	11	Singapore	Singapore	NNP
cord-302553-d0hk4ipg	587	12	Analysis	Analysis	NNP
cord-302553-d0hk4ipg	587	13	of	of	IN
cord-302553-d0hk4ipg	587	14	YouTube	YouTube	NNP
cord-302553-d0hk4ipg	587	15	as	as	IN
cord-302553-d0hk4ipg	587	16	a	a	DT
cord-302553-d0hk4ipg	587	17	source	source	NN
cord-302553-d0hk4ipg	587	18	of	of	IN
cord-302553-d0hk4ipg	587	19	information	information	NN
cord-302553-d0hk4ipg	587	20	for	for	IN
cord-302553-d0hk4ipg	587	21	West	West	NNP
cord-302553-d0hk4ipg	587	22	Nile	Nile	NNP
cord-302553-d0hk4ipg	587	23	Virus	Virus	NNP
cord-302553-d0hk4ipg	587	24	infection	infection	NN
cord-302553-d0hk4ipg	587	25	Using	use	VBG
cord-302553-d0hk4ipg	587	26	Networks	Networks	NNP
cord-302553-d0hk4ipg	587	27	to	to	TO
cord-302553-d0hk4ipg	587	28	Combine	combine	VB
cord-302553-d0hk4ipg	587	29	"	"	``
cord-302553-d0hk4ipg	587	30	Big	Big	NNP
cord-302553-d0hk4ipg	587	31	Data	datum	NNS
cord-302553-d0hk4ipg	587	32	"	"	''
cord-302553-d0hk4ipg	587	33	and	and	CC
cord-302553-d0hk4ipg	587	34	Traditional	Traditional	NNP
cord-302553-d0hk4ipg	587	35	Surveillance	surveillance	NN
cord-302553-d0hk4ipg	587	36	to	to	TO
cord-302553-d0hk4ipg	587	37	Improve	improve	VB
cord-302553-d0hk4ipg	587	38	Influenza	Influenza	NNP
cord-302553-d0hk4ipg	587	39	Predictions	Predictions	NNPS
cord-302553-d0hk4ipg	587	40	Syndromic	Syndromic	NNP
cord-302553-d0hk4ipg	587	41	surveillance	surveillance	NN
cord-302553-d0hk4ipg	587	42	of	of	IN
cord-302553-d0hk4ipg	587	43	Flu	Flu	NNP
cord-302553-d0hk4ipg	587	44	on	on	IN
cord-302553-d0hk4ipg	587	45	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	587	46	using	use	VBG
cord-302553-d0hk4ipg	587	47	weakly	weakly	RB
cord-302553-d0hk4ipg	587	48	supervised	supervise	VBN
cord-302553-d0hk4ipg	587	49	temporal	temporal	JJ
cord-302553-d0hk4ipg	587	50	topic	topic	NN
cord-302553-d0hk4ipg	587	51	models	model	NNS
cord-302553-d0hk4ipg	587	52	Separating	separate	VBG
cord-302553-d0hk4ipg	587	53	fact	fact	NN
cord-302553-d0hk4ipg	587	54	from	from	IN
cord-302553-d0hk4ipg	587	55	fear	fear	NN
cord-302553-d0hk4ipg	587	56	:	:	:
cord-302553-d0hk4ipg	588	1	Tracking	track	VBG
cord-302553-d0hk4ipg	588	2	flu	flu	NN
cord-302553-d0hk4ipg	588	3	infections	infection	NNS
cord-302553-d0hk4ipg	588	4	on	on	IN
cord-302553-d0hk4ipg	588	5	twitter	twitter	NN
cord-302553-d0hk4ipg	588	6	Semantic	semantic	JJ
cord-302553-d0hk4ipg	588	7	expansion	expansion	NN
cord-302553-d0hk4ipg	588	8	using	use	VBG
cord-302553-d0hk4ipg	588	9	word	word	NN
cord-302553-d0hk4ipg	588	10	embedding	embed	VBG
cord-302553-d0hk4ipg	588	11	clustering	clustering	NN
cord-302553-d0hk4ipg	588	12	and	and	CC
cord-302553-d0hk4ipg	588	13	convolutional	convolutional	NN
cord-302553-d0hk4ipg	588	14	neural	neural	JJ
cord-302553-d0hk4ipg	588	15	network	network	NN
cord-302553-d0hk4ipg	588	16	for	for	IN
cord-302553-d0hk4ipg	588	17	improving	improve	VBG
cord-302553-d0hk4ipg	588	18	short	short	JJ
cord-302553-d0hk4ipg	588	19	text	text	NN
cord-302553-d0hk4ipg	588	20	classification	classification	NN
cord-302553-d0hk4ipg	588	21	Contextual	Contextual	NNP
cord-302553-d0hk4ipg	588	22	sentiment	sentiment	NN
cord-302553-d0hk4ipg	588	23	analysis	analysis	NN
cord-302553-d0hk4ipg	588	24	for	for	IN
cord-302553-d0hk4ipg	588	25	social	social	JJ
cord-302553-d0hk4ipg	588	26	media	medium	NNS
cord-302553-d0hk4ipg	588	27	genres	genre	NNS
cord-302553-d0hk4ipg	588	28	.	.	.
cord-302553-d0hk4ipg	589	1	Knowl	knowl	JJ
cord-302553-d0hk4ipg	589	2	.	.	.
cord-302553-d0hk4ipg	590	1	-Based	-base	VBN
cord-302553-d0hk4ipg	591	1	Syst	Syst	NNP
cord-302553-d0hk4ipg	591	2	A	a	DT
cord-302553-d0hk4ipg	591	3	CNN	CNN	NNP
cord-302553-d0hk4ipg	591	4	-	-	HYPH
cord-302553-d0hk4ipg	591	5	Based	Based	NNP
cord-302553-d0hk4ipg	591	6	Fusion	Fusion	NNP
cord-302553-d0hk4ipg	591	7	Method	Method	NNP
cord-302553-d0hk4ipg	591	8	for	for	IN
cord-302553-d0hk4ipg	591	9	Feature	Feature	NNP
cord-302553-d0hk4ipg	591	10	Extraction	Extraction	NNP
cord-302553-d0hk4ipg	591	11	from	from	IN
cord-302553-d0hk4ipg	591	12	Sentinel	Sentinel	NNP
cord-302553-d0hk4ipg	591	13	Data	Data	NNP
cord-302553-d0hk4ipg	591	14	Sentiment	Sentiment	NNP
cord-302553-d0hk4ipg	591	15	Computing	Computing	NNP
cord-302553-d0hk4ipg	591	16	for	for	IN
cord-302553-d0hk4ipg	591	17	the	the	DT
cord-302553-d0hk4ipg	591	18	News	News	NNP
cord-302553-d0hk4ipg	591	19	Event	Event	NNP
cord-302553-d0hk4ipg	591	20	Based	base	VBN
cord-302553-d0hk4ipg	591	21	on	on	IN
cord-302553-d0hk4ipg	591	22	the	the	DT
cord-302553-d0hk4ipg	591	23	Social	Social	NNP
cord-302553-d0hk4ipg	591	24	Media	Media	NNP
cord-302553-d0hk4ipg	591	25	Big	Big	NNP
cord-302553-d0hk4ipg	591	26	Data	Data	NNP
cord-302553-d0hk4ipg	591	27	Environmental	Environmental	NNP
cord-302553-d0hk4ipg	591	28	Sustainability	Sustainability	NNP
cord-302553-d0hk4ipg	591	29	assessment	assessment	NN
cord-302553-d0hk4ipg	591	30	2.0	2.0	CD
cord-302553-d0hk4ipg	591	31	:	:	:
cord-302553-d0hk4ipg	592	1	The	the	DT
cord-302553-d0hk4ipg	592	2	value	value	NN
cord-302553-d0hk4ipg	592	3	of	of	IN
cord-302553-d0hk4ipg	592	4	social	social	JJ
cord-302553-d0hk4ipg	592	5	media	medium	NNS
cord-302553-d0hk4ipg	592	6	data	datum	NNS
cord-302553-d0hk4ipg	592	7	for	for	IN
cord-302553-d0hk4ipg	592	8	determining	determine	VBG
cord-302553-d0hk4ipg	592	9	the	the	DT
cord-302553-d0hk4ipg	592	10	emotional	emotional	JJ
cord-302553-d0hk4ipg	592	11	responses	response	NNS
cord-302553-d0hk4ipg	592	12	of	of	IN
cord-302553-d0hk4ipg	592	13	people	people	NNS
cord-302553-d0hk4ipg	592	14	to	to	IN
cord-302553-d0hk4ipg	592	15	river	river	NN
cord-302553-d0hk4ipg	592	16	pollution	pollution	NN
cord-302553-d0hk4ipg	592	17	-	-	:
cord-302553-d0hk4ipg	592	18	A	a	DT
cord-302553-d0hk4ipg	592	19	case	case	NN
cord-302553-d0hk4ipg	592	20	study	study	NN
cord-302553-d0hk4ipg	592	21	of	of	IN
cord-302553-d0hk4ipg	592	22	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	592	23	(	(	-LRB-
cord-302553-d0hk4ipg	592	24	Chinese	Chinese	NNP
cord-302553-d0hk4ipg	592	25	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	592	26	)	)	-RRB-
cord-302553-d0hk4ipg	592	27	.	.	.
cord-302553-d0hk4ipg	593	1	Socio	socio	JJ
cord-302553-d0hk4ipg	593	2	-	-	HYPH
cord-302553-d0hk4ipg	593	3	Econ	econ	JJ
cord-302553-d0hk4ipg	593	4	Emotional	emotional	JJ
cord-302553-d0hk4ipg	593	5	attitudes	attitude	NNS
cord-302553-d0hk4ipg	593	6	towards	towards	IN
cord-302553-d0hk4ipg	593	7	procrastination	procrastination	NN
cord-302553-d0hk4ipg	593	8	in	in	IN
cord-302553-d0hk4ipg	593	9	people	people	NNS
cord-302553-d0hk4ipg	593	10	:	:	:
cord-302553-d0hk4ipg	594	1	A	a	DT
cord-302553-d0hk4ipg	594	2	large	large	JJ
cord-302553-d0hk4ipg	594	3	-	-	HYPH
cord-302553-d0hk4ipg	594	4	scale	scale	NN
cord-302553-d0hk4ipg	594	5	sentiment	sentiment	NN
cord-302553-d0hk4ipg	594	6	-	-	HYPH
cord-302553-d0hk4ipg	594	7	focused	focus	VBN
cord-302553-d0hk4ipg	594	8	crawling	crawl	VBG
cord-302553-d0hk4ipg	594	9	analysis	analysis	NN
cord-302553-d0hk4ipg	594	10	Detecting	detect	VBG
cord-302553-d0hk4ipg	594	11	influenza	influenza	NN
cord-302553-d0hk4ipg	594	12	states	state	NNS
cord-302553-d0hk4ipg	594	13	based	base	VBN
cord-302553-d0hk4ipg	594	14	on	on	IN
cord-302553-d0hk4ipg	594	15	hybrid	hybrid	JJ
cord-302553-d0hk4ipg	594	16	model	model	NN
cord-302553-d0hk4ipg	594	17	with	with	IN
cord-302553-d0hk4ipg	594	18	personal	personal	JJ
cord-302553-d0hk4ipg	594	19	emotional	emotional	JJ
cord-302553-d0hk4ipg	594	20	factors	factor	NNS
cord-302553-d0hk4ipg	594	21	from	from	IN
cord-302553-d0hk4ipg	594	22	social	social	JJ
cord-302553-d0hk4ipg	594	23	networks	network	NNS
cord-302553-d0hk4ipg	595	1	The	the	DT
cord-302553-d0hk4ipg	595	2	Impact	Impact	NNP
cord-302553-d0hk4ipg	595	3	of	of	IN
cord-302553-d0hk4ipg	595	4	User	User	NNP
cord-302553-d0hk4ipg	595	5	Personality	personality	NN
cord-302553-d0hk4ipg	595	6	Traits	trait	VBZ
cord-302553-d0hk4ipg	595	7	on	on	IN
cord-302553-d0hk4ipg	595	8	Word	Word	NNP
cord-302553-d0hk4ipg	595	9	of	of	IN
cord-302553-d0hk4ipg	595	10	Mouth	Mouth	NNP
cord-302553-d0hk4ipg	595	11	:	:	:
cord-302553-d0hk4ipg	596	1	Text	Text	NNP
cord-302553-d0hk4ipg	596	2	-	-	HYPH
cord-302553-d0hk4ipg	596	3	Mining	Mining	NNP
cord-302553-d0hk4ipg	596	4	Social	Social	NNP
cord-302553-d0hk4ipg	596	5	Media	Media	NNP
cord-302553-d0hk4ipg	596	6	Platforms	Platforms	NNPS
cord-302553-d0hk4ipg	596	7	Advertising	Advertising	NNP
cord-302553-d0hk4ipg	596	8	content	content	NN
cord-302553-d0hk4ipg	596	9	and	and	CC
cord-302553-d0hk4ipg	596	10	consumer	consumer	NN
cord-302553-d0hk4ipg	596	11	engagement	engagement	NN
cord-302553-d0hk4ipg	596	12	on	on	IN
cord-302553-d0hk4ipg	596	13	social	social	JJ
cord-302553-d0hk4ipg	596	14	media	medium	NNS
cord-302553-d0hk4ipg	596	15	:	:	:
cord-302553-d0hk4ipg	596	16	Evidence	evidence	NN
cord-302553-d0hk4ipg	596	17	from	from	IN
cord-302553-d0hk4ipg	596	18	Facebook	Facebook	NNP
cord-302553-d0hk4ipg	596	19	Contextual	Contextual	NNP
cord-302553-d0hk4ipg	596	20	Bag	Bag	NNP
cord-302553-d0hk4ipg	596	21	-	-	HYPH
cord-302553-d0hk4ipg	596	22	of	of	IN
cord-302553-d0hk4ipg	596	23	-	-	HYPH
cord-302553-d0hk4ipg	596	24	Words	word	NNS
cord-302553-d0hk4ipg	596	25	for	for	IN
cord-302553-d0hk4ipg	596	26	Visual	visual	JJ
cord-302553-d0hk4ipg	596	27	Categorization	categorization	NN
cord-302553-d0hk4ipg	596	28	Distributed	distribute	VBN
cord-302553-d0hk4ipg	596	29	representations	representation	NNS
cord-302553-d0hk4ipg	596	30	of	of	IN
cord-302553-d0hk4ipg	596	31	words	word	NNS
cord-302553-d0hk4ipg	596	32	and	and	CC
cord-302553-d0hk4ipg	596	33	phrases	phrase	NNS
cord-302553-d0hk4ipg	596	34	and	and	CC
cord-302553-d0hk4ipg	596	35	their	-PRON-	PRP$
cord-302553-d0hk4ipg	596	36	compositionality	compositionality	NN
cord-302553-d0hk4ipg	596	37	Natural	Natural	NNP
cord-302553-d0hk4ipg	596	38	Language	Language	NNP
cord-302553-d0hk4ipg	596	39	Processing	Processing	NNP
cord-302553-d0hk4ipg	596	40	(	(	-LRB-
cord-302553-d0hk4ipg	596	41	Almost	almost	RB
cord-302553-d0hk4ipg	596	42	)	)	-RRB-
cord-302553-d0hk4ipg	596	43	from	from	IN
cord-302553-d0hk4ipg	596	44	Scratch	Scratch	NNP
cord-302553-d0hk4ipg	596	45	A	a	DT
cord-302553-d0hk4ipg	596	46	survey	survey	NN
cord-302553-d0hk4ipg	596	47	on	on	IN
cord-302553-d0hk4ipg	596	48	network	network	NN
cord-302553-d0hk4ipg	596	49	embedding	embed	VBG
cord-302553-d0hk4ipg	596	50	The	the	DT
cord-302553-d0hk4ipg	596	51	Impact	Impact	NNP
cord-302553-d0hk4ipg	596	52	of	of	IN
cord-302553-d0hk4ipg	596	53	Sharing	Sharing	NNP
cord-302553-d0hk4ipg	596	54	Mechanism	Mechanism	NNP
cord-302553-d0hk4ipg	596	55	Design	Design	NNP
cord-302553-d0hk4ipg	596	56	on	on	IN
cord-302553-d0hk4ipg	596	57	Content	Content	NNP
cord-302553-d0hk4ipg	596	58	Sharing	Sharing	NNP
cord-302553-d0hk4ipg	596	59	in	in	IN
cord-302553-d0hk4ipg	596	60	Online	Online	NNP
cord-302553-d0hk4ipg	596	61	Social	Social	NNP
cord-302553-d0hk4ipg	596	62	Networks	Networks	NNP
cord-302553-d0hk4ipg	597	1	Identifying	identify	VBG
cord-302553-d0hk4ipg	597	2	customer	customer	NN
cord-302553-d0hk4ipg	597	3	needs	need	NNS
cord-302553-d0hk4ipg	597	4	from	from	IN
cord-302553-d0hk4ipg	597	5	user	user	NN
cord-302553-d0hk4ipg	597	6	-	-	HYPH
cord-302553-d0hk4ipg	597	7	generated	generate	VBN
cord-302553-d0hk4ipg	597	8	content	content	NN
cord-302553-d0hk4ipg	597	9	Medical	medical	JJ
cord-302553-d0hk4ipg	597	10	text	text	NN
cord-302553-d0hk4ipg	597	11	classification	classification	NN
cord-302553-d0hk4ipg	597	12	using	use	VBG
cord-302553-d0hk4ipg	597	13	convolutional	convolutional	JJ
cord-302553-d0hk4ipg	597	14	neural	neural	JJ
cord-302553-d0hk4ipg	597	15	networks	network	NNS
cord-302553-d0hk4ipg	597	16	.	.	.
cord-302553-d0hk4ipg	598	1	Stud	Stud	NNP
cord-302553-d0hk4ipg	598	2	.	.	.
cord-302553-d0hk4ipg	599	1	Health	Health	NNP
cord-302553-d0hk4ipg	599	2	Technol	Technol	NNP
cord-302553-d0hk4ipg	600	1	An	an	DT
cord-302553-d0hk4ipg	600	2	8.93	8.93	CD
cord-302553-d0hk4ipg	600	3	TOPS	top	NNS
cord-302553-d0hk4ipg	600	4	/	/	SYM
cord-302553-d0hk4ipg	600	5	W	W	NNP
cord-302553-d0hk4ipg	600	6	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	600	7	Recurrent	Recurrent	NNP
cord-302553-d0hk4ipg	600	8	Neural	Neural	NNP
cord-302553-d0hk4ipg	600	9	Network	Network	NNP
cord-302553-d0hk4ipg	600	10	Accelerator	Accelerator	NNP
cord-302553-d0hk4ipg	600	11	Featuring	Featuring	NNP
cord-302553-d0hk4ipg	600	12	Hierarchical	Hierarchical	NNP
cord-302553-d0hk4ipg	600	13	Coarse	Coarse	NNP
cord-302553-d0hk4ipg	600	14	-	-	HYPH
cord-302553-d0hk4ipg	600	15	Grain	grain	NN
cord-302553-d0hk4ipg	600	16	Sparsity	Sparsity	NNP
cord-302553-d0hk4ipg	600	17	for	for	IN
cord-302553-d0hk4ipg	600	18	On	on	IN
cord-302553-d0hk4ipg	600	19	-	-	HYPH
cord-302553-d0hk4ipg	600	20	Device	device	NN
cord-302553-d0hk4ipg	600	21	Speech	speech	NN
cord-302553-d0hk4ipg	600	22	Recognition	Recognition	NNP
cord-302553-d0hk4ipg	600	23	Long	long	JJ
cord-302553-d0hk4ipg	600	24	short	short	JJ
cord-302553-d0hk4ipg	600	25	-	-	HYPH
cord-302553-d0hk4ipg	600	26	term	term	NN
cord-302553-d0hk4ipg	600	27	memory	memory	NN
cord-302553-d0hk4ipg	600	28	Sentiment	Sentiment	NNP
cord-302553-d0hk4ipg	600	29	analysis	analysis	NN
cord-302553-d0hk4ipg	600	30	of	of	IN
cord-302553-d0hk4ipg	600	31	Twitter	Twitter	NNP
cord-302553-d0hk4ipg	600	32	data	datum	NNS
cord-302553-d0hk4ipg	600	33	Lexicon	lexicon	NN
cord-302553-d0hk4ipg	600	34	-	-	HYPH
cord-302553-d0hk4ipg	600	35	based	base	VBN
cord-302553-d0hk4ipg	600	36	methods	method	NNS
cord-302553-d0hk4ipg	600	37	for	for	IN
cord-302553-d0hk4ipg	600	38	sentiment	sentiment	NN
cord-302553-d0hk4ipg	600	39	analysis	analysis	NN
cord-302553-d0hk4ipg	600	40	Analysis	Analysis	NNP
cord-302553-d0hk4ipg	600	41	on	on	IN
cord-302553-d0hk4ipg	600	42	block	block	NN
cord-302553-d0hk4ipg	600	43	chain	chain	NN
cord-302553-d0hk4ipg	600	44	financial	financial	JJ
cord-302553-d0hk4ipg	600	45	transaction	transaction	NN
cord-302553-d0hk4ipg	600	46	under	under	IN
cord-302553-d0hk4ipg	600	47	artificial	artificial	JJ
cord-302553-d0hk4ipg	600	48	neural	neural	JJ
cord-302553-d0hk4ipg	600	49	network	network	NN
cord-302553-d0hk4ipg	600	50	of	of	IN
cord-302553-d0hk4ipg	600	51	deep	deep	JJ
cord-302553-d0hk4ipg	600	52	learning	learning	NN
cord-302553-d0hk4ipg	600	53	Learning	learn	VBG
cord-302553-d0hk4ipg	600	54	precise	precise	JJ
cord-302553-d0hk4ipg	600	55	timing	timing	NN
cord-302553-d0hk4ipg	600	56	with	with	IN
cord-302553-d0hk4ipg	600	57	LSTM	LSTM	NNP
cord-302553-d0hk4ipg	600	58	recurrent	recurrent	JJ
cord-302553-d0hk4ipg	600	59	networks	network	NNS
cord-302553-d0hk4ipg	601	1	The	the	DT
cord-302553-d0hk4ipg	601	2	41th	41th	NN
cord-302553-d0hk4ipg	601	3	China	China	NNP
cord-302553-d0hk4ipg	601	4	Statistical	Statistical	NNP
cord-302553-d0hk4ipg	601	5	Report	Report	NNP
cord-302553-d0hk4ipg	601	6	on	on	IN
cord-302553-d0hk4ipg	601	7	Internet	Internet	NNP
cord-302553-d0hk4ipg	601	8	Development	Development	NNP
cord-302553-d0hk4ipg	601	9	Weibo	Weibo	NNP
cord-302553-d0hk4ipg	601	10	Posts	post	VBZ
cord-302553-d0hk4ipg	601	11	Unaudited	unaudited	JJ
cord-302553-d0hk4ipg	601	12	Earnings	earning	NNS
cord-302553-d0hk4ipg	601	13	for	for	IN
cord-302553-d0hk4ipg	601	14	the	the	DT
cord-302553-d0hk4ipg	601	15	Second	Second	NNP
cord-302553-d0hk4ipg	601	16	Quarter	Quarter	NNP
cord-302553-d0hk4ipg	602	1	This	this	DT
cord-302553-d0hk4ipg	602	2	article	article	NN
cord-302553-d0hk4ipg	602	3	is	be	VBZ
cord-302553-d0hk4ipg	602	4	an	an	DT
cord-302553-d0hk4ipg	602	5	open	open	JJ
cord-302553-d0hk4ipg	602	6	access	access	NN
cord-302553-d0hk4ipg	602	7	article	article	NN
cord-302553-d0hk4ipg	602	8	distributed	distribute	VBN
cord-302553-d0hk4ipg	602	9	under	under	IN
cord-302553-d0hk4ipg	602	10	the	the	DT
cord-302553-d0hk4ipg	602	11	terms	term	NNS
cord-302553-d0hk4ipg	602	12	and	and	CC
cord-302553-d0hk4ipg	602	13	conditions	condition	NNS
cord-302553-d0hk4ipg	602	14	of	of	IN
cord-302553-d0hk4ipg	602	15	the	the	DT
cord-302553-d0hk4ipg	602	16	Creative	Creative	NNP
cord-302553-d0hk4ipg	602	17	Commons	Commons	NNP
cord-302553-d0hk4ipg	602	18	Attribution	Attribution	NNP
cord-302553-d0hk4ipg	602	19	(	(	-LRB-
cord-302553-d0hk4ipg	602	20	CC	CC	NNP
cord-302553-d0hk4ipg	602	21	BY	by	IN
cord-302553-d0hk4ipg	602	22	)	)	-RRB-
cord-302553-d0hk4ipg	602	23	license	license	NN
cord-302553-d0hk4ipg	603	1	The	the	DT
cord-302553-d0hk4ipg	603	2	authors	author	NNS
cord-302553-d0hk4ipg	603	3	declare	declare	VBP
cord-302553-d0hk4ipg	603	4	no	no	DT
cord-302553-d0hk4ipg	603	5	conflict	conflict	NN
cord-302553-d0hk4ipg	603	6	of	of	IN
cord-302553-d0hk4ipg	603	7	interest	interest	NN
cord-302553-d0hk4ipg	603	8	.	.	.
cord-302553-d0hk4ipg	604	1	The	the	DT
cord-302553-d0hk4ipg	604	2	authors	author	NNS
cord-302553-d0hk4ipg	604	3	declare	declare	VBP
cord-302553-d0hk4ipg	604	4	that	that	IN
cord-302553-d0hk4ipg	604	5	we	-PRON-	PRP
cord-302553-d0hk4ipg	604	6	have	have	VBP
cord-302553-d0hk4ipg	604	7	no	no	DT
cord-302553-d0hk4ipg	604	8	financial	financial	JJ
cord-302553-d0hk4ipg	604	9	and	and	CC
cord-302553-d0hk4ipg	604	10	personal	personal	JJ
cord-302553-d0hk4ipg	604	11	relationships	relationship	NNS
cord-302553-d0hk4ipg	604	12	with	with	IN
cord-302553-d0hk4ipg	604	13	other	other	JJ
cord-302553-d0hk4ipg	604	14	people	people	NNS
cord-302553-d0hk4ipg	604	15	or	or	CC
cord-302553-d0hk4ipg	604	16	organizations	organization	NNS
cord-302553-d0hk4ipg	604	17	that	that	WDT
cord-302553-d0hk4ipg	604	18	can	can	MD
cord-302553-d0hk4ipg	604	19	inappropriately	inappropriately	RB
cord-302553-d0hk4ipg	604	20	influence	influence	VB
cord-302553-d0hk4ipg	604	21	our	-PRON-	PRP$
cord-302553-d0hk4ipg	604	22	work	work	NN
cord-302553-d0hk4ipg	604	23	,	,	,
cord-302553-d0hk4ipg	604	24	there	there	EX
cord-302553-d0hk4ipg	604	25	is	be	VBZ
cord-302553-d0hk4ipg	604	26	no	no	DT
cord-302553-d0hk4ipg	604	27	professional	professional	JJ
cord-302553-d0hk4ipg	604	28	or	or	CC
cord-302553-d0hk4ipg	604	29	other	other	JJ
cord-302553-d0hk4ipg	604	30	personal	personal	JJ
cord-302553-d0hk4ipg	604	31	interest	interest	NN
cord-302553-d0hk4ipg	604	32	of	of	IN
cord-302553-d0hk4ipg	604	33	any	any	DT
cord-302553-d0hk4ipg	604	34	nature	nature	NN
cord-302553-d0hk4ipg	604	35	or	or	CC
cord-302553-d0hk4ipg	604	36	kind	kind	NN
cord-302553-d0hk4ipg	604	37	in	in	RB
cord-302553-d0hk4ipg	604	38	any	any	DT
cord-302553-d0hk4ipg	604	39	product	product	NN
cord-302553-d0hk4ipg	604	40	,	,	,
cord-302553-d0hk4ipg	604	41	service	service	NN
cord-302553-d0hk4ipg	604	42	or	or	CC
cord-302553-d0hk4ipg	604	43	company	company	NN
cord-302553-d0hk4ipg	604	44	that	that	WDT
cord-302553-d0hk4ipg	604	45	could	could	MD
cord-302553-d0hk4ipg	604	46	be	be	VB
cord-302553-d0hk4ipg	604	47	construed	construe	VBN
cord-302553-d0hk4ipg	604	48	as	as	IN
cord-302553-d0hk4ipg	604	49	influencing	influence	VBG
cord-302553-d0hk4ipg	604	50	the	the	DT
cord-302553-d0hk4ipg	604	51	position	position	NN
cord-302553-d0hk4ipg	604	52	presented	present	VBN
cord-302553-d0hk4ipg	604	53	in	in	IN
cord-302553-d0hk4ipg	604	54	,	,	,
cord-302553-d0hk4ipg	604	55	or	or	CC
cord-302553-d0hk4ipg	604	56	the	the	DT
cord-302553-d0hk4ipg	604	57	review	review	NN
cord-302553-d0hk4ipg	604	58	of	of	IN
cord-302553-d0hk4ipg	604	59	,	,	,
cord-302553-d0hk4ipg	604	60	the	the	DT
cord-302553-d0hk4ipg	604	61	manuscript	manuscript	NN
cord-302553-d0hk4ipg	604	62	entitled	entitle	VBN
cord-302553-d0hk4ipg	604	63	.	.	.