id	sid	tid	token	lemma	pos
cord-296717-ay4wcmk3	1	1	key	key	NN
cord-296717-ay4wcmk3	1	2	:	:	:
cord-296717-ay4wcmk3	2	1	cord-296717-ay4wcmk3	cord-296717-ay4wcmk3	CD
cord-296717-ay4wcmk3	2	2	authors	author	NNS
cord-296717-ay4wcmk3	2	3	:	:	:
cord-296717-ay4wcmk3	3	1	Long	long	RB
cord-296717-ay4wcmk3	3	2	,	,	,
cord-296717-ay4wcmk3	3	3	Wen	Wen	NNP
cord-296717-ay4wcmk3	3	4	;	;	:
cord-296717-ay4wcmk3	3	5	Zhao	Zhao	NNP
cord-296717-ay4wcmk3	3	6	,	,	,
cord-296717-ay4wcmk3	3	7	Manyi	Manyi	NNP
cord-296717-ay4wcmk3	3	8	;	;	:
cord-296717-ay4wcmk3	3	9	Tang	Tang	NNP
cord-296717-ay4wcmk3	3	10	,	,	,
cord-296717-ay4wcmk3	3	11	Yeran	Yeran	NNP
cord-296717-ay4wcmk3	3	12	title	title	NN
cord-296717-ay4wcmk3	3	13	:	:	:
cord-296717-ay4wcmk3	3	14	Can	Can	MD
cord-296717-ay4wcmk3	3	15	the	the	DT
cord-296717-ay4wcmk3	3	16	Chinese	chinese	JJ
cord-296717-ay4wcmk3	3	17	volatility	volatility	NN
cord-296717-ay4wcmk3	3	18	index	index	NN
cord-296717-ay4wcmk3	3	19	reflect	reflect	VBP
cord-296717-ay4wcmk3	3	20	investor	investor	NN
cord-296717-ay4wcmk3	3	21	sentiment	sentiment	NN
cord-296717-ay4wcmk3	3	22	?	?	.
cord-296717-ay4wcmk3	4	1	date	date	NN
cord-296717-ay4wcmk3	4	2	:	:	:
cord-296717-ay4wcmk3	5	1	2020	2020	CD
cord-296717-ay4wcmk3	5	2	-	-	SYM
cord-296717-ay4wcmk3	5	3	10	10	CD
cord-296717-ay4wcmk3	5	4	-	-	SYM
cord-296717-ay4wcmk3	5	5	20	20	CD
cord-296717-ay4wcmk3	5	6	journal	journal	NN
cord-296717-ay4wcmk3	5	7	:	:	:
cord-296717-ay4wcmk3	5	8	nan	nan	NNP
cord-296717-ay4wcmk3	5	9	DOI	DOI	NNP
cord-296717-ay4wcmk3	5	10	:	:	:
cord-296717-ay4wcmk3	6	1	10.1016	10.1016	CD
cord-296717-ay4wcmk3	6	2	/	/	SYM
cord-296717-ay4wcmk3	6	3	j.irfa.2020.101612	j.irfa.2020.101612	NN
cord-296717-ay4wcmk3	7	1	sha	sha	NNP
cord-296717-ay4wcmk3	7	2	:	:	:
cord-296717-ay4wcmk3	7	3	263e9de63add0dbfda5ddfbf1d62bafbcdb52034	263e9de63add0dbfda5ddfbf1d62bafbcdb52034	NNP
cord-296717-ay4wcmk3	7	4	doc_id	doc_id	CD
cord-296717-ay4wcmk3	7	5	:	:	:
cord-296717-ay4wcmk3	8	1	296717	296717	CD
cord-296717-ay4wcmk3	8	2	cord_uid	cord_uid	NNS
cord-296717-ay4wcmk3	8	3	:	:	:
cord-296717-ay4wcmk3	9	1	ay4wcmk3	ay4wcmk3	NNP
cord-296717-ay4wcmk3	10	1	The	the	DT
cord-296717-ay4wcmk3	10	2	volatility	volatility	NN
cord-296717-ay4wcmk3	10	3	index	index	NN
cord-296717-ay4wcmk3	10	4	is	be	VBZ
cord-296717-ay4wcmk3	10	5	the	the	DT
cord-296717-ay4wcmk3	10	6	implied	implied	JJ
cord-296717-ay4wcmk3	10	7	volatility	volatility	NN
cord-296717-ay4wcmk3	10	8	calculated	calculate	VBN
cord-296717-ay4wcmk3	10	9	inversely	inversely	RB
cord-296717-ay4wcmk3	10	10	from	from	IN
cord-296717-ay4wcmk3	10	11	the	the	DT
cord-296717-ay4wcmk3	10	12	option	option	NN
cord-296717-ay4wcmk3	10	13	prices	price	NNS
cord-296717-ay4wcmk3	10	14	.	.	.
cord-296717-ay4wcmk3	11	1	This	this	DT
cord-296717-ay4wcmk3	11	2	study	study	NN
cord-296717-ay4wcmk3	11	3	investigates	investigate	VBZ
cord-296717-ay4wcmk3	11	4	whether	whether	IN
cord-296717-ay4wcmk3	11	5	the	the	DT
cord-296717-ay4wcmk3	11	6	official	official	JJ
cord-296717-ay4wcmk3	11	7	Chinese	chinese	JJ
cord-296717-ay4wcmk3	11	8	volatility	volatility	NN
cord-296717-ay4wcmk3	11	9	index	index	NN
cord-296717-ay4wcmk3	11	10	,	,	,
cord-296717-ay4wcmk3	11	11	iVX	iVX	NNP
cord-296717-ay4wcmk3	11	12	,	,	,
cord-296717-ay4wcmk3	11	13	can	can	MD
cord-296717-ay4wcmk3	11	14	represent	represent	VB
cord-296717-ay4wcmk3	11	15	investor	investor	NN
cord-296717-ay4wcmk3	11	16	sentiment	sentiment	NN
cord-296717-ay4wcmk3	11	17	.	.	.
cord-296717-ay4wcmk3	12	1	In	in	IN
cord-296717-ay4wcmk3	12	2	order	order	NN
cord-296717-ay4wcmk3	12	3	to	to	TO
cord-296717-ay4wcmk3	12	4	describe	describe	VB
cord-296717-ay4wcmk3	12	5	investor	investor	NN
cord-296717-ay4wcmk3	12	6	sentiment	sentiment	NN
cord-296717-ay4wcmk3	12	7	comprehensively	comprehensively	RB
cord-296717-ay4wcmk3	12	8	,	,	,
cord-296717-ay4wcmk3	12	9	we	-PRON-	PRP
cord-296717-ay4wcmk3	12	10	build	build	VBP
cord-296717-ay4wcmk3	12	11	a	a	DT
cord-296717-ay4wcmk3	12	12	three	three	CD
cord-296717-ay4wcmk3	12	13	-	-	HYPH
cord-296717-ay4wcmk3	12	14	dimensional	dimensional	JJ
cord-296717-ay4wcmk3	12	15	investor	investor	NN
cord-296717-ay4wcmk3	12	16	sentiment	sentiment	NN
cord-296717-ay4wcmk3	12	17	measurement	measurement	NN
cord-296717-ay4wcmk3	12	18	system	system	NN
cord-296717-ay4wcmk3	12	19	composed	compose	VBN
cord-296717-ay4wcmk3	12	20	of	of	IN
cord-296717-ay4wcmk3	12	21	macro	macro	NN
cord-296717-ay4wcmk3	12	22	,	,	,
cord-296717-ay4wcmk3	12	23	meso	meso	NNP
cord-296717-ay4wcmk3	12	24	and	and	CC
cord-296717-ay4wcmk3	12	25	micro	micro	JJ
cord-296717-ay4wcmk3	12	26	level	level	NN
cord-296717-ay4wcmk3	12	27	,	,	,
cord-296717-ay4wcmk3	12	28	and	and	CC
cord-296717-ay4wcmk3	12	29	decompose	decompose	VB
cord-296717-ay4wcmk3	12	30	iVX	ivx	XX
cord-296717-ay4wcmk3	12	31	into	into	IN
cord-296717-ay4wcmk3	12	32	three	three	CD
cord-296717-ay4wcmk3	12	33	components	component	NNS
cord-296717-ay4wcmk3	12	34	to	to	TO
cord-296717-ay4wcmk3	12	35	obtain	obtain	VB
cord-296717-ay4wcmk3	12	36	short	short	JJ
cord-296717-ay4wcmk3	12	37	-	-	HYPH
cord-296717-ay4wcmk3	12	38	term	term	NN
cord-296717-ay4wcmk3	12	39	,	,	,
cord-296717-ay4wcmk3	12	40	medium	medium	JJ
cord-296717-ay4wcmk3	12	41	-	-	HYPH
cord-296717-ay4wcmk3	12	42	term	term	NN
cord-296717-ay4wcmk3	12	43	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	12	44	and	and	CC
cord-296717-ay4wcmk3	12	45	long	long	JJ
cord-296717-ay4wcmk3	12	46	-	-	HYPH
cord-296717-ay4wcmk3	12	47	term	term	NN
cord-296717-ay4wcmk3	12	48	trend	trend	NN
cord-296717-ay4wcmk3	12	49	by	by	IN
cord-296717-ay4wcmk3	12	50	EEMD	EEMD	NNP
cord-296717-ay4wcmk3	12	51	method	method	NN
cord-296717-ay4wcmk3	12	52	.	.	.
cord-296717-ay4wcmk3	13	1	The	the	DT
cord-296717-ay4wcmk3	13	2	relationships	relationship	NNS
cord-296717-ay4wcmk3	13	3	between	between	IN
cord-296717-ay4wcmk3	13	4	iVX	iVX	NNP
cord-296717-ay4wcmk3	13	5	,	,	,
cord-296717-ay4wcmk3	13	6	its	-PRON-	PRP$
cord-296717-ay4wcmk3	13	7	components	component	NNS
cord-296717-ay4wcmk3	13	8	and	and	CC
cord-296717-ay4wcmk3	13	9	sentiment	sentiment	NN
cord-296717-ay4wcmk3	13	10	indexes	index	NNS
cord-296717-ay4wcmk3	13	11	at	at	IN
cord-296717-ay4wcmk3	13	12	each	each	DT
cord-296717-ay4wcmk3	13	13	level	level	NN
cord-296717-ay4wcmk3	13	14	have	have	VBP
cord-296717-ay4wcmk3	13	15	been	be	VBN
cord-296717-ay4wcmk3	13	16	analyzed	analyze	VBN
cord-296717-ay4wcmk3	13	17	separately	separately	RB
cord-296717-ay4wcmk3	13	18	,	,	,
cord-296717-ay4wcmk3	13	19	and	and	CC
cord-296717-ay4wcmk3	13	20	the	the	DT
cord-296717-ay4wcmk3	13	21	empirical	empirical	JJ
cord-296717-ay4wcmk3	13	22	results	result	NNS
cord-296717-ay4wcmk3	13	23	reveal	reveal	VBP
cord-296717-ay4wcmk3	13	24	all	all	DT
cord-296717-ay4wcmk3	13	25	components	component	NNS
cord-296717-ay4wcmk3	13	26	of	of	IN
cord-296717-ay4wcmk3	13	27	iVX	ivx	XX
cord-296717-ay4wcmk3	13	28	can	can	MD
cord-296717-ay4wcmk3	13	29	reflect	reflect	VB
cord-296717-ay4wcmk3	13	30	the	the	DT
cord-296717-ay4wcmk3	13	31	investor	investor	NN
cord-296717-ay4wcmk3	13	32	sentiment	sentiment	NN
cord-296717-ay4wcmk3	13	33	at	at	IN
cord-296717-ay4wcmk3	13	34	the	the	DT
cord-296717-ay4wcmk3	13	35	corresponding	corresponding	JJ
cord-296717-ay4wcmk3	13	36	level	level	NN
cord-296717-ay4wcmk3	13	37	but	but	CC
cord-296717-ay4wcmk3	13	38	to	to	TO
cord-296717-ay4wcmk3	13	39	which	which	WDT
cord-296717-ay4wcmk3	13	40	extent	extent	NN
cord-296717-ay4wcmk3	13	41	they	-PRON-	PRP
cord-296717-ay4wcmk3	13	42	can	can	MD
cord-296717-ay4wcmk3	13	43	reflect	reflect	VB
cord-296717-ay4wcmk3	13	44	are	be	VBP
cord-296717-ay4wcmk3	13	45	not	not	RB
cord-296717-ay4wcmk3	13	46	the	the	DT
cord-296717-ay4wcmk3	13	47	same	same	JJ
cord-296717-ay4wcmk3	13	48	.	.	.
cord-296717-ay4wcmk3	14	1	Further	further	RB
cord-296717-ay4wcmk3	14	2	we	-PRON-	PRP
cord-296717-ay4wcmk3	14	3	introduce	introduce	VBP
cord-296717-ay4wcmk3	14	4	the	the	DT
cord-296717-ay4wcmk3	14	5	mixed	mix	VBN
cord-296717-ay4wcmk3	14	6	-	-	HYPH
cord-296717-ay4wcmk3	14	7	frequency	frequency	NN
cord-296717-ay4wcmk3	14	8	dynamic	dynamic	JJ
cord-296717-ay4wcmk3	14	9	factor	factor	NN
cord-296717-ay4wcmk3	14	10	analysis	analysis	NN
cord-296717-ay4wcmk3	14	11	to	to	TO
cord-296717-ay4wcmk3	14	12	extract	extract	VB
cord-296717-ay4wcmk3	14	13	the	the	DT
cord-296717-ay4wcmk3	14	14	common	common	JJ
cord-296717-ay4wcmk3	14	15	sentiment	sentiment	NN
cord-296717-ay4wcmk3	14	16	factor	factor	NN
cord-296717-ay4wcmk3	14	17	,	,	,
cord-296717-ay4wcmk3	14	18	which	which	WDT
cord-296717-ay4wcmk3	14	19	shows	show	VBZ
cord-296717-ay4wcmk3	14	20	stronger	strong	JJR
cord-296717-ay4wcmk3	14	21	correlation	correlation	NN
cord-296717-ay4wcmk3	14	22	with	with	IN
cord-296717-ay4wcmk3	14	23	contemporaneous	contemporaneous	JJ
cord-296717-ay4wcmk3	14	24	iVX	ivx	XX
cord-296717-ay4wcmk3	14	25	,	,	,
cord-296717-ay4wcmk3	14	26	compared	compare	VBN
cord-296717-ay4wcmk3	14	27	with	with	IN
cord-296717-ay4wcmk3	14	28	the	the	DT
cord-296717-ay4wcmk3	14	29	sentiment	sentiment	NN
cord-296717-ay4wcmk3	14	30	indexes	index	NNS
cord-296717-ay4wcmk3	14	31	at	at	IN
cord-296717-ay4wcmk3	14	32	each	each	DT
cord-296717-ay4wcmk3	14	33	level	level	NN
cord-296717-ay4wcmk3	14	34	.	.	.
cord-296717-ay4wcmk3	15	1	The	the	DT
cord-296717-ay4wcmk3	15	2	ADL	ADL	NNP
cord-296717-ay4wcmk3	15	3	model	model	NN
cord-296717-ay4wcmk3	15	4	in	in	IN
cord-296717-ay4wcmk3	15	5	robustness	robustness	NN
cord-296717-ay4wcmk3	15	6	check	check	NN
cord-296717-ay4wcmk3	15	7	also	also	RB
cord-296717-ay4wcmk3	15	8	demonstrates	demonstrate	VBZ
cord-296717-ay4wcmk3	15	9	the	the	DT
cord-296717-ay4wcmk3	15	10	results	result	NNS
cord-296717-ay4wcmk3	15	11	.	.	.
cord-296717-ay4wcmk3	16	1	Our	-PRON-	PRP$
cord-296717-ay4wcmk3	16	2	findings	finding	NNS
cord-296717-ay4wcmk3	16	3	confirm	confirm	VBP
cord-296717-ay4wcmk3	16	4	iVX	iVX	NNP
cord-296717-ay4wcmk3	16	5	can	can	MD
cord-296717-ay4wcmk3	16	6	represent	represent	VB
cord-296717-ay4wcmk3	16	7	the	the	DT
cord-296717-ay4wcmk3	16	8	common	common	JJ
cord-296717-ay4wcmk3	16	9	sentiment	sentiment	NN
cord-296717-ay4wcmk3	16	10	and	and	CC
cord-296717-ay4wcmk3	16	11	expectations	expectation	NNS
cord-296717-ay4wcmk3	16	12	of	of	IN
cord-296717-ay4wcmk3	16	13	Chinese	chinese	JJ
cord-296717-ay4wcmk3	16	14	investors	investor	NNS
cord-296717-ay4wcmk3	16	15	in	in	IN
cord-296717-ay4wcmk3	16	16	different	different	JJ
cord-296717-ay4wcmk3	16	17	time	time	NN
cord-296717-ay4wcmk3	16	18	scales	scale	NNS
cord-296717-ay4wcmk3	16	19	.	.	.
cord-296717-ay4wcmk3	17	1	Since	since	IN
cord-296717-ay4wcmk3	17	2	the	the	DT
cord-296717-ay4wcmk3	17	3	stock	stock	NN
cord-296717-ay4wcmk3	17	4	came	come	VBD
cord-296717-ay4wcmk3	17	5	into	into	IN
cord-296717-ay4wcmk3	17	6	being	being	NN
cord-296717-ay4wcmk3	17	7	,	,	,
cord-296717-ay4wcmk3	17	8	its	-PRON-	PRP$
cord-296717-ay4wcmk3	17	9	risk	risk	NN
cord-296717-ay4wcmk3	17	10	characteristics	characteristic	NNS
cord-296717-ay4wcmk3	17	11	have	have	VBP
cord-296717-ay4wcmk3	17	12	been	be	VBN
cord-296717-ay4wcmk3	17	13	the	the	DT
cord-296717-ay4wcmk3	17	14	focus	focus	NN
cord-296717-ay4wcmk3	17	15	of	of	IN
cord-296717-ay4wcmk3	17	16	investors	investor	NNS
cord-296717-ay4wcmk3	17	17	.	.	.
cord-296717-ay4wcmk3	18	1	Risk	risk	NN
cord-296717-ay4wcmk3	18	2	refers	refer	VBZ
cord-296717-ay4wcmk3	18	3	to	to	IN
cord-296717-ay4wcmk3	18	4	the	the	DT
cord-296717-ay4wcmk3	18	5	uncertainty	uncertainty	NN
cord-296717-ay4wcmk3	18	6	of	of	IN
cord-296717-ay4wcmk3	18	7	return	return	NN
cord-296717-ay4wcmk3	18	8	,	,	,
cord-296717-ay4wcmk3	18	9	which	which	WDT
cord-296717-ay4wcmk3	18	10	is	be	VBZ
cord-296717-ay4wcmk3	18	11	generally	generally	RB
cord-296717-ay4wcmk3	18	12	defined	define	VBN
cord-296717-ay4wcmk3	18	13	as	as	IN
cord-296717-ay4wcmk3	18	14	volatility	volatility	NN
cord-296717-ay4wcmk3	18	15	.	.	.
cord-296717-ay4wcmk3	19	1	According	accord	VBG
cord-296717-ay4wcmk3	19	2	to	to	IN
cord-296717-ay4wcmk3	19	3	different	different	JJ
cord-296717-ay4wcmk3	19	4	calibers	caliber	NNS
cord-296717-ay4wcmk3	19	5	and	and	CC
cord-296717-ay4wcmk3	19	6	methods	method	NNS
cord-296717-ay4wcmk3	19	7	,	,	,
cord-296717-ay4wcmk3	19	8	volatility	volatility	NN
cord-296717-ay4wcmk3	19	9	can	can	MD
cord-296717-ay4wcmk3	19	10	be	be	VB
cord-296717-ay4wcmk3	19	11	categorized	categorize	VBN
cord-296717-ay4wcmk3	19	12	into	into	IN
cord-296717-ay4wcmk3	19	13	historical	historical	JJ
cord-296717-ay4wcmk3	19	14	volatility	volatility	NN
cord-296717-ay4wcmk3	19	15	,	,	,
cord-296717-ay4wcmk3	19	16	predicted	predict	VBD
cord-296717-ay4wcmk3	19	17	volatility	volatility	NN
cord-296717-ay4wcmk3	19	18	,	,	,
cord-296717-ay4wcmk3	19	19	and	and	CC
cord-296717-ay4wcmk3	19	20	implied	imply	VBD
cord-296717-ay4wcmk3	19	21	volatility	volatility	NN
cord-296717-ay4wcmk3	19	22	.	.	.
cord-296717-ay4wcmk3	20	1	Historical	historical	JJ
cord-296717-ay4wcmk3	20	2	volatility	volatility	NN
cord-296717-ay4wcmk3	20	3	is	be	VBZ
cord-296717-ay4wcmk3	20	4	calculated	calculate	VBN
cord-296717-ay4wcmk3	20	5	as	as	IN
cord-296717-ay4wcmk3	20	6	the	the	DT
cord-296717-ay4wcmk3	20	7	average	average	JJ
cord-296717-ay4wcmk3	20	8	deviation	deviation	NN
cord-296717-ay4wcmk3	20	9	from	from	IN
cord-296717-ay4wcmk3	20	10	the	the	DT
cord-296717-ay4wcmk3	20	11	average	average	JJ
cord-296717-ay4wcmk3	20	12	price	price	NN
cord-296717-ay4wcmk3	20	13	of	of	IN
cord-296717-ay4wcmk3	20	14	a	a	DT
cord-296717-ay4wcmk3	20	15	financial	financial	JJ
cord-296717-ay4wcmk3	20	16	instrument	instrument	NN
cord-296717-ay4wcmk3	20	17	in	in	IN
cord-296717-ay4wcmk3	20	18	the	the	DT
cord-296717-ay4wcmk3	20	19	given	give	VBN
cord-296717-ay4wcmk3	20	20	time	time	NN
cord-296717-ay4wcmk3	20	21	period	period	NN
cord-296717-ay4wcmk3	20	22	.	.	.
cord-296717-ay4wcmk3	21	1	Predicted	predict	VBN
cord-296717-ay4wcmk3	21	2	volatility	volatility	NN
cord-296717-ay4wcmk3	21	3	is	be	VBZ
cord-296717-ay4wcmk3	21	4	the	the	DT
cord-296717-ay4wcmk3	21	5	volatility	volatility	NN
cord-296717-ay4wcmk3	21	6	estimated	estimate	VBN
cord-296717-ay4wcmk3	21	7	based	base	VBN
cord-296717-ay4wcmk3	21	8	on	on	IN
cord-296717-ay4wcmk3	21	9	asset	asset	NN
cord-296717-ay4wcmk3	21	10	conditions	condition	NNS
cord-296717-ay4wcmk3	21	11	,	,	,
cord-296717-ay4wcmk3	21	12	economic	economic	JJ
cord-296717-ay4wcmk3	21	13	situation	situation	NN
cord-296717-ay4wcmk3	21	14	,	,	,
cord-296717-ay4wcmk3	21	15	historical	historical	JJ
cord-296717-ay4wcmk3	21	16	experience	experience	NN
cord-296717-ay4wcmk3	21	17	,	,	,
cord-296717-ay4wcmk3	21	18	etc	etc	FW
cord-296717-ay4wcmk3	21	19	.	.	.
cord-296717-ay4wcmk3	22	1	When	when	WRB
cord-296717-ay4wcmk3	22	2	calculating	calculate	VBG
cord-296717-ay4wcmk3	22	3	the	the	DT
cord-296717-ay4wcmk3	22	4	option	option	NN
cord-296717-ay4wcmk3	22	5	price	price	NN
cord-296717-ay4wcmk3	22	6	,	,	,
cord-296717-ay4wcmk3	22	7	it	-PRON-	PRP
cord-296717-ay4wcmk3	22	8	is	be	VBZ
cord-296717-ay4wcmk3	22	9	brought	bring	VBN
cord-296717-ay4wcmk3	22	10	into	into	IN
cord-296717-ay4wcmk3	22	11	the	the	DT
cord-296717-ay4wcmk3	22	12	option	option	NN
cord-296717-ay4wcmk3	22	13	pricing	pricing	NN
cord-296717-ay4wcmk3	22	14	formula	formula	NN
cord-296717-ay4wcmk3	22	15	to	to	TO
cord-296717-ay4wcmk3	22	16	obtain	obtain	VB
cord-296717-ay4wcmk3	22	17	the	the	DT
cord-296717-ay4wcmk3	22	18	price	price	NN
cord-296717-ay4wcmk3	22	19	.	.	.
cord-296717-ay4wcmk3	23	1	Implied	implied	JJ
cord-296717-ay4wcmk3	23	2	volatility	volatility	NN
cord-296717-ay4wcmk3	23	3	is	be	VBZ
cord-296717-ay4wcmk3	23	4	the	the	DT
cord-296717-ay4wcmk3	23	5	volatility	volatility	NN
cord-296717-ay4wcmk3	23	6	inversely	inversely	RB
cord-296717-ay4wcmk3	23	7	derived	derive	VBN
cord-296717-ay4wcmk3	23	8	by	by	IN
cord-296717-ay4wcmk3	23	9	putting	put	VBG
cord-296717-ay4wcmk3	23	10	the	the	DT
cord-296717-ay4wcmk3	23	11	market	market	NN
cord-296717-ay4wcmk3	23	12	price	price	NN
cord-296717-ay4wcmk3	23	13	of	of	IN
cord-296717-ay4wcmk3	23	14	the	the	DT
cord-296717-ay4wcmk3	23	15	option	option	NN
cord-296717-ay4wcmk3	23	16	and	and	CC
cord-296717-ay4wcmk3	23	17	other	other	JJ
cord-296717-ay4wcmk3	23	18	known	know	VBN
cord-296717-ay4wcmk3	23	19	parameters	parameter	NNS
cord-296717-ay4wcmk3	23	20	except	except	IN
cord-296717-ay4wcmk3	23	21	volatility	volatility	NN
cord-296717-ay4wcmk3	23	22	into	into	IN
cord-296717-ay4wcmk3	23	23	the	the	DT
cord-296717-ay4wcmk3	23	24	Black	Black	NNP
cord-296717-ay4wcmk3	23	25	-	-	HYPH
cord-296717-ay4wcmk3	23	26	Scholes	Scholes	NNP
cord-296717-ay4wcmk3	23	27	option	option	NN
cord-296717-ay4wcmk3	23	28	pricing	pricing	NN
cord-296717-ay4wcmk3	23	29	model	model	NN
cord-296717-ay4wcmk3	23	30	.	.	.
cord-296717-ay4wcmk3	24	1	Investor	investor	NN
cord-296717-ay4wcmk3	24	2	sentiment	sentiment	NN
cord-296717-ay4wcmk3	24	3	refers	refer	VBZ
cord-296717-ay4wcmk3	24	4	to	to	IN
cord-296717-ay4wcmk3	24	5	a	a	DT
cord-296717-ay4wcmk3	24	6	belief	belief	NN
cord-296717-ay4wcmk3	24	7	formed	form	VBN
cord-296717-ay4wcmk3	24	8	by	by	IN
cord-296717-ay4wcmk3	24	9	the	the	DT
cord-296717-ay4wcmk3	24	10	expectation	expectation	NN
cord-296717-ay4wcmk3	24	11	of	of	IN
cord-296717-ay4wcmk3	24	12	future	future	JJ
cord-296717-ay4wcmk3	24	13	cash	cash	NN
cord-296717-ay4wcmk3	24	14	flows	flow	NNS
cord-296717-ay4wcmk3	24	15	and	and	CC
cord-296717-ay4wcmk3	24	16	investment	investment	NN
cord-296717-ay4wcmk3	24	17	risks	risk	NNS
cord-296717-ay4wcmk3	24	18	of	of	IN
cord-296717-ay4wcmk3	24	19	assets	asset	NNS
cord-296717-ay4wcmk3	24	20	,	,	,
cord-296717-ay4wcmk3	24	21	which	which	WDT
cord-296717-ay4wcmk3	24	22	yet	yet	RB
cord-296717-ay4wcmk3	24	23	does	do	VBZ
cord-296717-ay4wcmk3	24	24	not	not	RB
cord-296717-ay4wcmk3	24	25	fully	fully	RB
cord-296717-ay4wcmk3	24	26	reflect	reflect	VB
cord-296717-ay4wcmk3	24	27	the	the	DT
cord-296717-ay4wcmk3	24	28	existing	exist	VBG
cord-296717-ay4wcmk3	24	29	facts	fact	NNS
cord-296717-ay4wcmk3	24	30	(	(	-LRB-
cord-296717-ay4wcmk3	24	31	Wurgler	Wurgler	NNP
cord-296717-ay4wcmk3	24	32	and	and	CC
cord-296717-ay4wcmk3	24	33	Baker	Baker	NNP
cord-296717-ay4wcmk3	24	34	,	,	,
cord-296717-ay4wcmk3	24	35	2006	2006	CD
cord-296717-ay4wcmk3	24	36	)	)	-RRB-
cord-296717-ay4wcmk3	24	37	.	.	.
cord-296717-ay4wcmk3	25	1	This	this	DT
cord-296717-ay4wcmk3	25	2	kind	kind	NN
cord-296717-ay4wcmk3	25	3	of	of	IN
cord-296717-ay4wcmk3	25	4	belief	belief	NN
cord-296717-ay4wcmk3	25	5	is	be	VBZ
cord-296717-ay4wcmk3	25	6	not	not	RB
cord-296717-ay4wcmk3	25	7	only	only	RB
cord-296717-ay4wcmk3	25	8	influenced	influence	VBN
cord-296717-ay4wcmk3	25	9	by	by	IN
cord-296717-ay4wcmk3	25	10	the	the	DT
cord-296717-ay4wcmk3	25	11	fundamentals	fundamental	NNS
cord-296717-ay4wcmk3	25	12	of	of	IN
cord-296717-ay4wcmk3	25	13	assets	asset	NNS
cord-296717-ay4wcmk3	25	14	and	and	CC
cord-296717-ay4wcmk3	25	15	the	the	DT
cord-296717-ay4wcmk3	25	16	information	information	NN
cord-296717-ay4wcmk3	25	17	transmission	transmission	NN
cord-296717-ay4wcmk3	25	18	of	of	IN
cord-296717-ay4wcmk3	25	19	capital	capital	NN
cord-296717-ay4wcmk3	25	20	market	market	NN
cord-296717-ay4wcmk3	25	21	,	,	,
cord-296717-ay4wcmk3	25	22	but	but	CC
cord-296717-ay4wcmk3	25	23	also	also	RB
cord-296717-ay4wcmk3	25	24	strongly	strongly	RB
cord-296717-ay4wcmk3	25	25	related	related	JJ
cord-296717-ay4wcmk3	25	26	to	to	IN
cord-296717-ay4wcmk3	25	27	the	the	DT
cord-296717-ay4wcmk3	25	28	education	education	NN
cord-296717-ay4wcmk3	25	29	,	,	,
cord-296717-ay4wcmk3	25	30	personal	personal	JJ
cord-296717-ay4wcmk3	25	31	experience	experience	NN
cord-296717-ay4wcmk3	25	32	and	and	CC
cord-296717-ay4wcmk3	25	33	personal	personal	JJ
cord-296717-ay4wcmk3	25	34	preference	preference	NN
cord-296717-ay4wcmk3	25	35	of	of	IN
cord-296717-ay4wcmk3	25	36	investors	investor	NNS
cord-296717-ay4wcmk3	25	37	.	.	.
cord-296717-ay4wcmk3	26	1	Therefore	therefore	RB
cord-296717-ay4wcmk3	26	2	,	,	,
cord-296717-ay4wcmk3	26	3	for	for	IN
cord-296717-ay4wcmk3	26	4	the	the	DT
cord-296717-ay4wcmk3	26	5	same	same	JJ
cord-296717-ay4wcmk3	26	6	asset	asset	NN
cord-296717-ay4wcmk3	26	7	,	,	,
cord-296717-ay4wcmk3	26	8	different	different	JJ
cord-296717-ay4wcmk3	26	9	investors	investor	NNS
cord-296717-ay4wcmk3	26	10	will	will	MD
cord-296717-ay4wcmk3	26	11	hold	hold	VB
cord-296717-ay4wcmk3	26	12	different	different	JJ
cord-296717-ay4wcmk3	26	13	beliefs	belief	NNS
cord-296717-ay4wcmk3	26	14	,	,	,
cord-296717-ay4wcmk3	26	15	namely	namely	RB
cord-296717-ay4wcmk3	26	16	sentiment	sentiment	NN
cord-296717-ay4wcmk3	26	17	.	.	.
cord-296717-ay4wcmk3	27	1	Herd	herd	VB
cord-296717-ay4wcmk3	27	2	effect	effect	NN
cord-296717-ay4wcmk3	27	3	and	and	CC
cord-296717-ay4wcmk3	27	4	other	other	JJ
cord-296717-ay4wcmk3	27	5	phenomena	phenomenon	NNS
cord-296717-ay4wcmk3	27	6	show	show	VBP
cord-296717-ay4wcmk3	27	7	that	that	IN
cord-296717-ay4wcmk3	27	8	sentiment	sentiment	NN
cord-296717-ay4wcmk3	27	9	is	be	VBZ
cord-296717-ay4wcmk3	27	10	contagious	contagious	JJ
cord-296717-ay4wcmk3	27	11	,	,	,
cord-296717-ay4wcmk3	27	12	which	which	WDT
cord-296717-ay4wcmk3	27	13	will	will	MD
cord-296717-ay4wcmk3	27	14	lead	lead	VB
cord-296717-ay4wcmk3	27	15	to	to	IN
cord-296717-ay4wcmk3	27	16	consistent	consistent	JJ
cord-296717-ay4wcmk3	27	17	actions	action	NNS
cord-296717-ay4wcmk3	27	18	among	among	IN
cord-296717-ay4wcmk3	27	19	people	people	NNS
cord-296717-ay4wcmk3	27	20	.	.	.
cord-296717-ay4wcmk3	28	1	Due	due	IN
cord-296717-ay4wcmk3	28	2	to	to	IN
cord-296717-ay4wcmk3	28	3	this	this	DT
cord-296717-ay4wcmk3	28	4	irrational	irrational	JJ
cord-296717-ay4wcmk3	28	5	behavior	behavior	NN
cord-296717-ay4wcmk3	28	6	,	,	,
cord-296717-ay4wcmk3	28	7	if	if	IN
cord-296717-ay4wcmk3	28	8	limited	limited	JJ
cord-296717-ay4wcmk3	28	9	arbitrage	arbitrage	NN
cord-296717-ay4wcmk3	28	10	exists	exist	VBZ
cord-296717-ay4wcmk3	28	11	,	,	,
cord-296717-ay4wcmk3	28	12	asset	asset	NN
cord-296717-ay4wcmk3	28	13	prices	price	NNS
cord-296717-ay4wcmk3	28	14	will	will	MD
cord-296717-ay4wcmk3	28	15	have	have	VB
cord-296717-ay4wcmk3	28	16	systematic	systematic	JJ
cord-296717-ay4wcmk3	28	17	bias	bias	NN
cord-296717-ay4wcmk3	28	18	.	.	.
cord-296717-ay4wcmk3	29	1	In	in	IN
cord-296717-ay4wcmk3	29	2	1993	1993	CD
cord-296717-ay4wcmk3	29	3	,	,	,
cord-296717-ay4wcmk3	29	4	Chicago	Chicago	NNP
cord-296717-ay4wcmk3	29	5	Board	Board	NNP
cord-296717-ay4wcmk3	29	6	Options	Options	NNPS
cord-296717-ay4wcmk3	29	7	Exchange	Exchange	NNP
cord-296717-ay4wcmk3	29	8	(	(	-LRB-
cord-296717-ay4wcmk3	29	9	CBOE	CBOE	NNP
cord-296717-ay4wcmk3	29	10	)	)	-RRB-
cord-296717-ay4wcmk3	29	11	delivered	deliver	VBD
cord-296717-ay4wcmk3	29	12	the	the	DT
cord-296717-ay4wcmk3	29	13	world	world	NN
cord-296717-ay4wcmk3	29	14	's	's	POS
cord-296717-ay4wcmk3	29	15	first	first	JJ
cord-296717-ay4wcmk3	29	16	volatility	volatility	NN
cord-296717-ay4wcmk3	29	17	index	index	NN
cord-296717-ay4wcmk3	29	18	VIX	vix	NN
cord-296717-ay4wcmk3	29	19	,	,	,
cord-296717-ay4wcmk3	29	20	which	which	WDT
cord-296717-ay4wcmk3	29	21	is	be	VBZ
cord-296717-ay4wcmk3	29	22	the	the	DT
cord-296717-ay4wcmk3	29	23	implied	implied	JJ
cord-296717-ay4wcmk3	29	24	volatility	volatility	NN
cord-296717-ay4wcmk3	29	25	calculated	calculate	VBN
cord-296717-ay4wcmk3	29	26	using	use	VBG
cord-296717-ay4wcmk3	29	27	the	the	DT
cord-296717-ay4wcmk3	29	28	S&P	S&P	NNP
cord-296717-ay4wcmk3	29	29	500	500	CD
cord-296717-ay4wcmk3	29	30	index	index	NN
cord-296717-ay4wcmk3	29	31	.	.	.
cord-296717-ay4wcmk3	30	1	In	in	IN
cord-296717-ay4wcmk3	30	2	2016	2016	CD
cord-296717-ay4wcmk3	30	3	,	,	,
cord-296717-ay4wcmk3	30	4	Shanghai	Shanghai	NNP
cord-296717-ay4wcmk3	30	5	Stock	Stock	NNP
cord-296717-ay4wcmk3	30	6	Exchange	Exchange	NNP
cord-296717-ay4wcmk3	30	7	of	of	IN
cord-296717-ay4wcmk3	30	8	China	China	NNP
cord-296717-ay4wcmk3	30	9	also	also	RB
cord-296717-ay4wcmk3	30	10	announced	announce	VBD
cord-296717-ay4wcmk3	30	11	the	the	DT
cord-296717-ay4wcmk3	30	12	first	first	JJ
cord-296717-ay4wcmk3	30	13	official	official	JJ
cord-296717-ay4wcmk3	30	14	certain	certain	JJ
cord-296717-ay4wcmk3	30	15	advantages	advantage	NNS
cord-296717-ay4wcmk3	30	16	in	in	IN
cord-296717-ay4wcmk3	30	17	VIX	VIX	NNP
cord-296717-ay4wcmk3	30	18	futures	future	NNS
cord-296717-ay4wcmk3	30	19	pricing	pricing	NN
cord-296717-ay4wcmk3	30	20	.	.	.
cord-296717-ay4wcmk3	31	1	Kanniainen	Kanniainen	NNP
cord-296717-ay4wcmk3	31	2	et	et	NNP
cord-296717-ay4wcmk3	31	3	al	al	NNP
cord-296717-ay4wcmk3	31	4	.	.	.
cord-296717-ay4wcmk3	32	1	(	(	-LRB-
cord-296717-ay4wcmk3	32	2	2014	2014	CD
cord-296717-ay4wcmk3	32	3	)	)	-RRB-
cord-296717-ay4wcmk3	32	4	price	price	NN
cord-296717-ay4wcmk3	32	5	S&P500	s&p500	CD
cord-296717-ay4wcmk3	32	6	index	index	NN
cord-296717-ay4wcmk3	32	7	options	option	NNS
cord-296717-ay4wcmk3	32	8	based	base	VBN
cord-296717-ay4wcmk3	32	9	on	on	IN
cord-296717-ay4wcmk3	32	10	the	the	DT
cord-296717-ay4wcmk3	32	11	GARCH	GARCH	NNP
cord-296717-ay4wcmk3	32	12	model	model	NN
cord-296717-ay4wcmk3	32	13	and	and	CC
cord-296717-ay4wcmk3	32	14	the	the	DT
cord-296717-ay4wcmk3	32	15	VIX	VIX	NNP
cord-296717-ay4wcmk3	32	16	index	index	NN
cord-296717-ay4wcmk3	32	17	.	.	.
cord-296717-ay4wcmk3	33	1	Basher	Basher	NNP
cord-296717-ay4wcmk3	33	2	at	at	IN
cord-296717-ay4wcmk3	33	3	el	el	NNP
cord-296717-ay4wcmk3	33	4	.	.	.
cord-296717-ay4wcmk3	34	1	(	(	-LRB-
cord-296717-ay4wcmk3	34	2	2016	2016	CD
cord-296717-ay4wcmk3	34	3	)	)	-RRB-
cord-296717-ay4wcmk3	34	4	compare	compare	VB
cord-296717-ay4wcmk3	34	5	the	the	DT
cord-296717-ay4wcmk3	34	6	effects	effect	NNS
cord-296717-ay4wcmk3	34	7	of	of	IN
cord-296717-ay4wcmk3	34	8	hedging	hedge	VBG
cord-296717-ay4wcmk3	34	9	market	market	NN
cord-296717-ay4wcmk3	34	10	risks	risk	NNS
cord-296717-ay4wcmk3	34	11	with	with	IN
cord-296717-ay4wcmk3	34	12	indicators	indicator	NNS
cord-296717-ay4wcmk3	34	13	such	such	JJ
cord-296717-ay4wcmk3	34	14	as	as	IN
cord-296717-ay4wcmk3	34	15	VIX	VIX	NNP
cord-296717-ay4wcmk3	34	16	index	index	NN
cord-296717-ay4wcmk3	34	17	and	and	CC
cord-296717-ay4wcmk3	34	18	oil	oil	NN
cord-296717-ay4wcmk3	34	19	prices	price	NNS
cord-296717-ay4wcmk3	34	20	.	.	.
cord-296717-ay4wcmk3	35	1	Some	some	DT
cord-296717-ay4wcmk3	35	2	researchers	researcher	NNS
cord-296717-ay4wcmk3	35	3	also	also	RB
cord-296717-ay4wcmk3	35	4	study	study	VBP
cord-296717-ay4wcmk3	35	5	the	the	DT
cord-296717-ay4wcmk3	35	6	volatility	volatility	NN
cord-296717-ay4wcmk3	35	7	index	index	NN
cord-296717-ay4wcmk3	35	8	in	in	IN
cord-296717-ay4wcmk3	35	9	other	other	JJ
cord-296717-ay4wcmk3	35	10	stock	stock	NN
cord-296717-ay4wcmk3	35	11	markets	market	NNS
cord-296717-ay4wcmk3	35	12	(	(	-LRB-
cord-296717-ay4wcmk3	35	13	Siriopoulos	Siriopoulos	NNP
cord-296717-ay4wcmk3	35	14	and	and	CC
cord-296717-ay4wcmk3	35	15	Fassas	Fassas	NNP
cord-296717-ay4wcmk3	35	16	,	,	,
cord-296717-ay4wcmk3	35	17	2012	2012	CD
cord-296717-ay4wcmk3	35	18	;	;	:
cord-296717-ay4wcmk3	35	19	Badshah	Badshah	NNP
cord-296717-ay4wcmk3	35	20	I.	I.	NNP
cord-296717-ay4wcmk3	35	21	et	et	NNP
cord-296717-ay4wcmk3	35	22	al	al	NNP
cord-296717-ay4wcmk3	35	23	.	.	NNP
cord-296717-ay4wcmk3	35	24	,	,	,
cord-296717-ay4wcmk3	35	25	2018	2018	CD
cord-296717-ay4wcmk3	35	26	)	)	-RRB-
cord-296717-ay4wcmk3	35	27	.	.	.
cord-296717-ay4wcmk3	36	1	Due	due	IN
cord-296717-ay4wcmk3	36	2	to	to	IN
cord-296717-ay4wcmk3	36	3	the	the	DT
cord-296717-ay4wcmk3	36	4	late	late	JJ
cord-296717-ay4wcmk3	36	5	release	release	NN
cord-296717-ay4wcmk3	36	6	of	of	IN
cord-296717-ay4wcmk3	36	7	the	the	DT
cord-296717-ay4wcmk3	36	8	Chinese	chinese	JJ
cord-296717-ay4wcmk3	36	9	volatility	volatility	NN
cord-296717-ay4wcmk3	36	10	index	index	NN
cord-296717-ay4wcmk3	36	11	iVX	ivx	XX
cord-296717-ay4wcmk3	36	12	,	,	,
cord-296717-ay4wcmk3	36	13	there	there	EX
cord-296717-ay4wcmk3	36	14	are	be	VBP
cord-296717-ay4wcmk3	36	15	few	few	JJ
cord-296717-ay4wcmk3	36	16	studies	study	NNS
cord-296717-ay4wcmk3	36	17	on	on	IN
cord-296717-ay4wcmk3	36	18	iVX	ivx	XX
cord-296717-ay4wcmk3	36	19	.	.	.
cord-296717-ay4wcmk3	37	1	The	the	DT
cord-296717-ay4wcmk3	37	2	related	related	JJ
cord-296717-ay4wcmk3	37	3	researches	research	NNS
cord-296717-ay4wcmk3	37	4	mainly	mainly	RB
cord-296717-ay4wcmk3	37	5	focus	focus	VBP
cord-296717-ay4wcmk3	37	6	on	on	IN
cord-296717-ay4wcmk3	37	7	three	three	CD
cord-296717-ay4wcmk3	37	8	aspects	aspect	NNS
cord-296717-ay4wcmk3	37	9	:	:	:
cord-296717-ay4wcmk3	37	10	the	the	DT
cord-296717-ay4wcmk3	37	11	prediction	prediction	NN
cord-296717-ay4wcmk3	37	12	ability	ability	NN
cord-296717-ay4wcmk3	37	13	of	of	IN
cord-296717-ay4wcmk3	37	14	iVX	ivx	XX
cord-296717-ay4wcmk3	37	15	(	(	-LRB-
cord-296717-ay4wcmk3	37	16	Qiao	Qiao	NNP
cord-296717-ay4wcmk3	37	17	et	et	FW
cord-296717-ay4wcmk3	37	18	al	al	NNP
cord-296717-ay4wcmk3	37	19	.	.	NNP
cord-296717-ay4wcmk3	37	20	,	,	,
cord-296717-ay4wcmk3	37	21	2019	2019	CD
cord-296717-ay4wcmk3	37	22	)	)	-RRB-
cord-296717-ay4wcmk3	37	23	,	,	,
cord-296717-ay4wcmk3	37	24	the	the	DT
cord-296717-ay4wcmk3	37	25	relationship	relationship	NN
cord-296717-ay4wcmk3	37	26	between	between	IN
cord-296717-ay4wcmk3	37	27	iVX	iVX	NNP
cord-296717-ay4wcmk3	37	28	and	and	CC
cord-296717-ay4wcmk3	37	29	the	the	DT
cord-296717-ay4wcmk3	37	30	yield	yield	NN
cord-296717-ay4wcmk3	37	31	,	,	,
cord-296717-ay4wcmk3	37	32	including	include	VBG
cord-296717-ay4wcmk3	37	33	the	the	DT
cord-296717-ay4wcmk3	37	34	"	"	``
cord-296717-ay4wcmk3	37	35	leverage	leverage	NN
cord-296717-ay4wcmk3	37	36	effect	effect	NN
cord-296717-ay4wcmk3	37	37	"	"	''
cord-296717-ay4wcmk3	37	38	Yue	Yue	NNP
cord-296717-ay4wcmk3	37	39	et	et	FW
cord-296717-ay4wcmk3	37	40	al	al	NNP
cord-296717-ay4wcmk3	37	41	.	.	NNP
cord-296717-ay4wcmk3	37	42	,	,	,
cord-296717-ay4wcmk3	37	43	2019	2019	CD
cord-296717-ay4wcmk3	37	44	)	)	-RRB-
cord-296717-ay4wcmk3	37	45	,	,	,
cord-296717-ay4wcmk3	37	46	and	and	CC
cord-296717-ay4wcmk3	37	47	the	the	DT
cord-296717-ay4wcmk3	37	48	inclusion	inclusion	NN
cord-296717-ay4wcmk3	37	49	of	of	IN
cord-296717-ay4wcmk3	37	50	volatility	volatility	NN
cord-296717-ay4wcmk3	37	51	index	index	NN
cord-296717-ay4wcmk3	37	52	as	as	IN
cord-296717-ay4wcmk3	37	53	an	an	DT
cord-296717-ay4wcmk3	37	54	indicator	indicator	NN
cord-296717-ay4wcmk3	37	55	in	in	IN
cord-296717-ay4wcmk3	37	56	the	the	DT
cord-296717-ay4wcmk3	37	57	sentiment	sentiment	NN
cord-296717-ay4wcmk3	37	58	index	index	NN
cord-296717-ay4wcmk3	37	59	construction	construction	NN
cord-296717-ay4wcmk3	37	60	system	system	NN
cord-296717-ay4wcmk3	37	61	(	(	-LRB-
cord-296717-ay4wcmk3	37	62	Xu	Xu	NNP
cord-296717-ay4wcmk3	37	63	and	and	CC
cord-296717-ay4wcmk3	37	64	Zhou	Zhou	NNP
cord-296717-ay4wcmk3	37	65	,	,	,
cord-296717-ay4wcmk3	37	66	2018	2018	CD
cord-296717-ay4wcmk3	37	67	)	)	-RRB-
cord-296717-ay4wcmk3	37	68	.	.	.
cord-296717-ay4wcmk3	38	1	In	in	IN
cord-296717-ay4wcmk3	38	2	order	order	NN
cord-296717-ay4wcmk3	38	3	to	to	TO
cord-296717-ay4wcmk3	38	4	measure	measure	VB
cord-296717-ay4wcmk3	38	5	the	the	DT
cord-296717-ay4wcmk3	38	6	expectation	expectation	NN
cord-296717-ay4wcmk3	38	7	of	of	IN
cord-296717-ay4wcmk3	38	8	investor	investor	NN
cord-296717-ay4wcmk3	38	9	,	,	,
cord-296717-ay4wcmk3	38	10	scholars	scholar	NNS
cord-296717-ay4wcmk3	38	11	put	put	VBD
cord-296717-ay4wcmk3	38	12	forward	forward	RP
cord-296717-ay4wcmk3	38	13	the	the	DT
cord-296717-ay4wcmk3	38	14	concept	concept	NN
cord-296717-ay4wcmk3	38	15	of	of	IN
cord-296717-ay4wcmk3	38	16	investor	investor	NN
cord-296717-ay4wcmk3	38	17	sentiment	sentiment	NN
cord-296717-ay4wcmk3	38	18	index	index	NN
cord-296717-ay4wcmk3	38	19	.	.	.
cord-296717-ay4wcmk3	39	1	Previous	previous	JJ
cord-296717-ay4wcmk3	39	2	methods	method	NNS
cord-296717-ay4wcmk3	39	3	for	for	IN
cord-296717-ay4wcmk3	39	4	obtaining	obtain	VBG
cord-296717-ay4wcmk3	39	5	investor	investor	NN
cord-296717-ay4wcmk3	39	6	sentiment	sentiment	NN
cord-296717-ay4wcmk3	39	7	indicators	indicator	NNS
cord-296717-ay4wcmk3	39	8	can	can	MD
cord-296717-ay4wcmk3	39	9	be	be	VB
cord-296717-ay4wcmk3	39	10	divided	divide	VBN
cord-296717-ay4wcmk3	39	11	into	into	IN
cord-296717-ay4wcmk3	39	12	three	three	CD
cord-296717-ay4wcmk3	39	13	categories	category	NNS
cord-296717-ay4wcmk3	39	14	:	:	:
cord-296717-ay4wcmk3	39	15	(	(	-LRB-
cord-296717-ay4wcmk3	39	16	1	1	LS
cord-296717-ay4wcmk3	39	17	)	)	-RRB-
cord-296717-ay4wcmk3	39	18	Investor	investor	NN
cord-296717-ay4wcmk3	39	19	sentiment	sentiment	NN
cord-296717-ay4wcmk3	39	20	index	index	NN
cord-296717-ay4wcmk3	39	21	composed	compose	VBN
cord-296717-ay4wcmk3	39	22	of	of	IN
cord-296717-ay4wcmk3	39	23	questionnaires	questionnaire	NNS
cord-296717-ay4wcmk3	39	24	and	and	CC
cord-296717-ay4wcmk3	39	25	interviews	interview	NNS
cord-296717-ay4wcmk3	39	26	.	.	.
cord-296717-ay4wcmk3	40	1	American	american	JJ
cord-296717-ay4wcmk3	40	2	studies	study	NNS
cord-296717-ay4wcmk3	40	3	mainly	mainly	RB
cord-296717-ay4wcmk3	40	4	use	use	VBP
cord-296717-ay4wcmk3	40	5	the	the	DT
cord-296717-ay4wcmk3	40	6	University	University	NNP
cord-296717-ay4wcmk3	40	7	of	of	IN
cord-296717-ay4wcmk3	40	8	Michigan	Michigan	NNP
cord-296717-ay4wcmk3	40	9	consumer	consumer	NN
cord-296717-ay4wcmk3	40	10	survey	survey	NN
cord-296717-ay4wcmk3	40	11	sentiment	sentiment	NN
cord-296717-ay4wcmk3	40	12	index	index	NN
cord-296717-ay4wcmk3	40	13	,	,	,
cord-296717-ay4wcmk3	40	14	while	while	IN
cord-296717-ay4wcmk3	40	15	Chinese	chinese	JJ
cord-296717-ay4wcmk3	40	16	indexes	index	NNS
cord-296717-ay4wcmk3	40	17	mainly	mainly	RB
cord-296717-ay4wcmk3	40	18	include	include	VBP
cord-296717-ay4wcmk3	40	19	"	"	``
cord-296717-ay4wcmk3	40	20	CCTV	CCTV	NNP
cord-296717-ay4wcmk3	40	21	Watch	Watch	NNP
cord-296717-ay4wcmk3	40	22	Index	Index	NNP
cord-296717-ay4wcmk3	40	23	"	"	''
cord-296717-ay4wcmk3	40	24	,	,	,
cord-296717-ay4wcmk3	40	25	good	good	JJ
cord-296717-ay4wcmk3	40	26	and	and	CC
cord-296717-ay4wcmk3	40	27	bad	bad	JJ
cord-296717-ay4wcmk3	40	28	index	index	NN
cord-296717-ay4wcmk3	40	29	by	by	IN
cord-296717-ay4wcmk3	40	30	Stock	Stock	NNP
cord-296717-ay4wcmk3	40	31	Market	Market	NNP
cord-296717-ay4wcmk3	40	32	Trend	Trend	NNP
cord-296717-ay4wcmk3	40	33	Analysis	Analysis	NNP
cord-296717-ay4wcmk3	40	34	Weekly	Weekly	NNP
cord-296717-ay4wcmk3	40	35	,	,	,
cord-296717-ay4wcmk3	40	36	-Long	-Long	NNP
cord-296717-ay4wcmk3	40	37	and	and	CC
cord-296717-ay4wcmk3	40	38	Short	Short	NNP
cord-296717-ay4wcmk3	40	39	Polls‖	Polls‖	NNP
cord-296717-ay4wcmk3	40	40	by	by	IN
cord-296717-ay4wcmk3	40	41	Huading	Huading	NNP
cord-296717-ay4wcmk3	40	42	,	,	,
cord-296717-ay4wcmk3	40	43	consumer	consumer	NN
cord-296717-ay4wcmk3	40	44	confidence	confidence	NN
cord-296717-ay4wcmk3	40	45	index	index	NN
cord-296717-ay4wcmk3	40	46	et	et	NNP
cord-296717-ay4wcmk3	40	47	al	al	NNP
cord-296717-ay4wcmk3	40	48	.	.	.
cord-296717-ay4wcmk3	41	1	(	(	-LRB-
cord-296717-ay4wcmk3	41	2	Lemmon	Lemmon	NNP
cord-296717-ay4wcmk3	41	3	,	,	,
cord-296717-ay4wcmk3	41	4	2006	2006	CD
cord-296717-ay4wcmk3	41	5	;	;	:
cord-296717-ay4wcmk3	41	6	Schmeling	Schmeling	NNP
cord-296717-ay4wcmk3	41	7	,	,	,
cord-296717-ay4wcmk3	41	8	2009	2009	CD
cord-296717-ay4wcmk3	41	9	)	)	-RRB-
cord-296717-ay4wcmk3	41	10	.	.	.
cord-296717-ay4wcmk3	42	1	Although	although	IN
cord-296717-ay4wcmk3	42	2	the	the	DT
cord-296717-ay4wcmk3	42	3	survey	survey	NN
cord-296717-ay4wcmk3	42	4	method	method	NN
cord-296717-ay4wcmk3	42	5	aims	aim	VBZ
cord-296717-ay4wcmk3	42	6	to	to	TO
cord-296717-ay4wcmk3	42	7	directly	directly	RB
cord-296717-ay4wcmk3	42	8	quantify	quantify	VB
cord-296717-ay4wcmk3	42	9	investor	investor	NN
cord-296717-ay4wcmk3	42	10	sentiment	sentiment	NN
cord-296717-ay4wcmk3	42	11	,	,	,
cord-296717-ay4wcmk3	42	12	its	-PRON-	PRP$
cord-296717-ay4wcmk3	42	13	operation	operation	NN
cord-296717-ay4wcmk3	42	14	cost	cost	NN
cord-296717-ay4wcmk3	42	15	is	be	VBZ
cord-296717-ay4wcmk3	42	16	high	high	JJ
cord-296717-ay4wcmk3	42	17	,	,	,
cord-296717-ay4wcmk3	42	18	the	the	DT
cord-296717-ay4wcmk3	42	19	data	data	NN
cord-296717-ay4wcmk3	42	20	frequency	frequency	NN
cord-296717-ay4wcmk3	42	21	of	of	IN
cord-296717-ay4wcmk3	42	22	constructing	construct	VBG
cord-296717-ay4wcmk3	42	23	sentiment	sentiment	NN
cord-296717-ay4wcmk3	42	24	index	index	NN
cord-296717-ay4wcmk3	42	25	is	be	VBZ
cord-296717-ay4wcmk3	42	26	relatively	relatively	RB
cord-296717-ay4wcmk3	42	27	low	low	JJ
cord-296717-ay4wcmk3	42	28	,	,	,
cord-296717-ay4wcmk3	42	29	and	and	CC
cord-296717-ay4wcmk3	42	30	the	the	DT
cord-296717-ay4wcmk3	42	31	time	time	NN
cord-296717-ay4wcmk3	42	32	span	span	NN
cord-296717-ay4wcmk3	42	33	is	be	VBZ
cord-296717-ay4wcmk3	42	34	relatively	relatively	RB
cord-296717-ay4wcmk3	42	35	short	short	JJ
cord-296717-ay4wcmk3	42	36	.	.	.
cord-296717-ay4wcmk3	43	1	(	(	-LRB-
cord-296717-ay4wcmk3	43	2	2	2	LS
cord-296717-ay4wcmk3	43	3	)	)	-RRB-
cord-296717-ay4wcmk3	43	4	Indirect	indirect	JJ
cord-296717-ay4wcmk3	43	5	indicators	indicator	NNS
cord-296717-ay4wcmk3	43	6	obtained	obtain	VBN
cord-296717-ay4wcmk3	43	7	from	from	IN
cord-296717-ay4wcmk3	43	8	the	the	DT
cord-296717-ay4wcmk3	43	9	historical	historical	JJ
cord-296717-ay4wcmk3	43	10	data	datum	NNS
cord-296717-ay4wcmk3	43	11	of	of	IN
cord-296717-ay4wcmk3	43	12	the	the	DT
cord-296717-ay4wcmk3	43	13	stock	stock	NN
cord-296717-ay4wcmk3	43	14	market	market	NN
cord-296717-ay4wcmk3	43	15	.	.	.
cord-296717-ay4wcmk3	44	1	This	this	DT
cord-296717-ay4wcmk3	44	2	method	method	NN
cord-296717-ay4wcmk3	44	3	mainly	mainly	RB
cord-296717-ay4wcmk3	44	4	uses	use	VBZ
cord-296717-ay4wcmk3	44	5	historical	historical	JJ
cord-296717-ay4wcmk3	44	6	data	datum	NNS
cord-296717-ay4wcmk3	44	7	of	of	IN
cord-296717-ay4wcmk3	44	8	several	several	JJ
cord-296717-ay4wcmk3	44	9	proxies	proxy	NNS
cord-296717-ay4wcmk3	44	10	that	that	WDT
cord-296717-ay4wcmk3	44	11	can	can	MD
cord-296717-ay4wcmk3	44	12	be	be	VB
cord-296717-ay4wcmk3	44	13	observed	observe	VBN
cord-296717-ay4wcmk3	44	14	on	on	IN
cord-296717-ay4wcmk3	44	15	the	the	DT
cord-296717-ay4wcmk3	44	16	stock	stock	NN
cord-296717-ay4wcmk3	44	17	market	market	NN
cord-296717-ay4wcmk3	44	18	to	to	TO
cord-296717-ay4wcmk3	44	19	synthesize	synthesize	VB
cord-296717-ay4wcmk3	44	20	the	the	DT
cord-296717-ay4wcmk3	44	21	investor	investor	NN
cord-296717-ay4wcmk3	44	22	sentiment	sentiment	NN
cord-296717-ay4wcmk3	44	23	index	index	NN
cord-296717-ay4wcmk3	44	24	.	.	.
cord-296717-ay4wcmk3	45	1	At	at	IN
cord-296717-ay4wcmk3	45	2	present	present	NN
cord-296717-ay4wcmk3	45	3	,	,	,
cord-296717-ay4wcmk3	45	4	the	the	DT
cord-296717-ay4wcmk3	45	5	academic	academic	JJ
cord-296717-ay4wcmk3	45	6	community	community	NN
cord-296717-ay4wcmk3	45	7	mainly	mainly	RB
cord-296717-ay4wcmk3	45	8	adopts	adopt	VBZ
cord-296717-ay4wcmk3	45	9	the	the	DT
cord-296717-ay4wcmk3	45	10	method	method	NN
cord-296717-ay4wcmk3	45	11	proposed	propose	VBN
cord-296717-ay4wcmk3	45	12	by	by	IN
cord-296717-ay4wcmk3	45	13	Baker	Baker	NNP
cord-296717-ay4wcmk3	45	14	and	and	CC
cord-296717-ay4wcmk3	45	15	Wurgler	Wurgler	NNP
cord-296717-ay4wcmk3	45	16	(	(	-LRB-
cord-296717-ay4wcmk3	45	17	2007	2007	CD
cord-296717-ay4wcmk3	45	18	)	)	-RRB-
cord-296717-ay4wcmk3	45	19	.	.	.
cord-296717-ay4wcmk3	46	1	They	-PRON-	PRP
cord-296717-ay4wcmk3	46	2	use	use	VBP
cord-296717-ay4wcmk3	46	3	principal	principal	JJ
cord-296717-ay4wcmk3	46	4	component	component	NN
cord-296717-ay4wcmk3	46	5	analysis	analysis	NN
cord-296717-ay4wcmk3	46	6	to	to	TO
cord-296717-ay4wcmk3	46	7	extract	extract	VB
cord-296717-ay4wcmk3	46	8	a	a	DT
cord-296717-ay4wcmk3	46	9	sentiment	sentiment	NN
cord-296717-ay4wcmk3	46	10	index	index	NN
cord-296717-ay4wcmk3	46	11	from	from	IN
cord-296717-ay4wcmk3	46	12	six	six	CD
cord-296717-ay4wcmk3	46	13	variables	variable	NNS
cord-296717-ay4wcmk3	46	14	of	of	IN
cord-296717-ay4wcmk3	46	15	the	the	DT
cord-296717-ay4wcmk3	46	16	stock	stock	NN
cord-296717-ay4wcmk3	46	17	market	market	NN
cord-296717-ay4wcmk3	46	18	,	,	,
cord-296717-ay4wcmk3	46	19	including	include	VBG
cord-296717-ay4wcmk3	46	20	closed	closed	JJ
cord-296717-ay4wcmk3	46	21	-	-	HYPH
cord-296717-ay4wcmk3	46	22	end	end	NN
cord-296717-ay4wcmk3	46	23	fund	fund	NN
cord-296717-ay4wcmk3	46	24	discount	discount	NN
cord-296717-ay4wcmk3	46	25	,	,	,
cord-296717-ay4wcmk3	46	26	NYSE	NYSE	NNP
cord-296717-ay4wcmk3	46	27	share	share	NN
cord-296717-ay4wcmk3	46	28	turnover	turnover	NN
cord-296717-ay4wcmk3	46	29	,	,	,
cord-296717-ay4wcmk3	46	30	the	the	DT
cord-296717-ay4wcmk3	46	31	number	number	NN
cord-296717-ay4wcmk3	46	32	and	and	CC
cord-296717-ay4wcmk3	46	33	average	average	JJ
cord-296717-ay4wcmk3	46	34	first	first	JJ
cord-296717-ay4wcmk3	46	35	-	-	HYPH
cord-296717-ay4wcmk3	46	36	day	day	NN
cord-296717-ay4wcmk3	46	37	returns	return	NNS
cord-296717-ay4wcmk3	46	38	on	on	IN
cord-296717-ay4wcmk3	46	39	IPOs	ipo	NNS
cord-296717-ay4wcmk3	46	40	,	,	,
cord-296717-ay4wcmk3	46	41	the	the	DT
cord-296717-ay4wcmk3	46	42	equity	equity	NN
cord-296717-ay4wcmk3	46	43	share	share	NN
cord-296717-ay4wcmk3	46	44	in	in	IN
cord-296717-ay4wcmk3	46	45	new	new	JJ
cord-296717-ay4wcmk3	46	46	issues	issue	NNS
cord-296717-ay4wcmk3	46	47	,	,	,
cord-296717-ay4wcmk3	46	48	and	and	CC
cord-296717-ay4wcmk3	46	49	the	the	DT
cord-296717-ay4wcmk3	46	50	dividend	dividend	NN
cord-296717-ay4wcmk3	46	51	premium	premium	NN
cord-296717-ay4wcmk3	46	52	.	.	.
cord-296717-ay4wcmk3	47	1	Although	although	IN
cord-296717-ay4wcmk3	47	2	the	the	DT
cord-296717-ay4wcmk3	47	3	approach	approach	NN
cord-296717-ay4wcmk3	47	4	of	of	IN
cord-296717-ay4wcmk3	47	5	using	use	VBG
cord-296717-ay4wcmk3	47	6	indirect	indirect	JJ
cord-296717-ay4wcmk3	47	7	indicators	indicator	NNS
cord-296717-ay4wcmk3	47	8	in	in	IN
cord-296717-ay4wcmk3	47	9	the	the	DT
cord-296717-ay4wcmk3	47	10	stock	stock	NN
cord-296717-ay4wcmk3	47	11	market	market	NN
cord-296717-ay4wcmk3	47	12	is	be	VBZ
cord-296717-ay4wcmk3	47	13	more	more	JJR
cord-296717-ay4wcmk3	47	14	time	time	NN
cord-296717-ay4wcmk3	47	15	-	-	HYPH
cord-296717-ay4wcmk3	47	16	saving	save	VBG
cord-296717-ay4wcmk3	47	17	and	and	CC
cord-296717-ay4wcmk3	47	18	labor	labor	NN
cord-296717-ay4wcmk3	47	19	-	-	HYPH
cord-296717-ay4wcmk3	47	20	saving	saving	NN
cord-296717-ay4wcmk3	47	21	than	than	IN
cord-296717-ay4wcmk3	47	22	survey	survey	NN
cord-296717-ay4wcmk3	47	23	and	and	CC
cord-296717-ay4wcmk3	47	24	interview	interview	NN
cord-296717-ay4wcmk3	47	25	,	,	,
cord-296717-ay4wcmk3	47	26	it	-PRON-	PRP
cord-296717-ay4wcmk3	47	27	is	be	VBZ
cord-296717-ay4wcmk3	47	28	limited	limit	VBN
cord-296717-ay4wcmk3	47	29	by	by	IN
cord-296717-ay4wcmk3	47	30	some	some	DT
cord-296717-ay4wcmk3	47	31	conditions	condition	NNS
cord-296717-ay4wcmk3	47	32	such	such	JJ
cord-296717-ay4wcmk3	47	33	as	as	IN
cord-296717-ay4wcmk3	47	34	index	index	NN
cord-296717-ay4wcmk3	47	35	selection	selection	NN
cord-296717-ay4wcmk3	47	36	and	and	CC
cord-296717-ay4wcmk3	47	37	synthesis	synthesis	NN
cord-296717-ay4wcmk3	47	38	methods	method	NNS
cord-296717-ay4wcmk3	47	39	.	.	.
cord-296717-ay4wcmk3	48	1	Furthermore	furthermore	RB
cord-296717-ay4wcmk3	48	2	,	,	,
cord-296717-ay4wcmk3	48	3	using	use	VBG
cord-296717-ay4wcmk3	48	4	market	market	NN
cord-296717-ay4wcmk3	48	5	J	J	NNP
cord-296717-ay4wcmk3	48	6	o	o	NN
cord-296717-ay4wcmk3	48	7	u	u	NN
cord-296717-ay4wcmk3	48	8	r	r	NN
cord-296717-ay4wcmk3	48	9	n	n	NN
cord-296717-ay4wcmk3	48	10	a	a	DT
cord-296717-ay4wcmk3	48	11	l	l	NN
cord-296717-ay4wcmk3	48	12	P	p	NN
cord-296717-ay4wcmk3	48	13	r	r	NN
cord-296717-ay4wcmk3	48	14	e	e	NN
cord-296717-ay4wcmk3	48	15	-p	-p	NN
cord-296717-ay4wcmk3	48	16	r	r	NN
cord-296717-ay4wcmk3	49	1	o	o	UH
cord-296717-ay4wcmk3	49	2	o	o	NN
cord-296717-ay4wcmk3	50	1	f	f	LS
cord-296717-ay4wcmk3	50	2	variables	variable	NNS
cord-296717-ay4wcmk3	50	3	as	as	IN
cord-296717-ay4wcmk3	50	4	proxies	proxy	NNS
cord-296717-ay4wcmk3	50	5	for	for	IN
cord-296717-ay4wcmk3	50	6	investor	investor	NN
cord-296717-ay4wcmk3	50	7	sentiment	sentiment	NN
cord-296717-ay4wcmk3	50	8	may	may	MD
cord-296717-ay4wcmk3	50	9	not	not	RB
cord-296717-ay4wcmk3	50	10	only	only	RB
cord-296717-ay4wcmk3	50	11	reflect	reflect	VB
cord-296717-ay4wcmk3	50	12	investor	investor	NN
cord-296717-ay4wcmk3	50	13	sentiment	sentiment	NN
cord-296717-ay4wcmk3	50	14	,	,	,
cord-296717-ay4wcmk3	50	15	but	but	CC
cord-296717-ay4wcmk3	50	16	also	also	RB
cord-296717-ay4wcmk3	50	17	reflects	reflect	VBZ
cord-296717-ay4wcmk3	50	18	the	the	DT
cord-296717-ay4wcmk3	50	19	equilibrium	equilibrium	NN
cord-296717-ay4wcmk3	50	20	results	result	NNS
cord-296717-ay4wcmk3	50	21	after	after	IN
cord-296717-ay4wcmk3	50	22	the	the	DT
cord-296717-ay4wcmk3	50	23	interaction	interaction	NN
cord-296717-ay4wcmk3	50	24	of	of	IN
cord-296717-ay4wcmk3	50	25	sentiment	sentiment	NN
cord-296717-ay4wcmk3	50	26	and	and	CC
cord-296717-ay4wcmk3	50	27	other	other	JJ
cord-296717-ay4wcmk3	50	28	economic	economic	JJ
cord-296717-ay4wcmk3	50	29	factors	factor	NNS
cord-296717-ay4wcmk3	50	30	(	(	-LRB-
cord-296717-ay4wcmk3	50	31	Da	Da	NNP
cord-296717-ay4wcmk3	50	32	et	et	FW
cord-296717-ay4wcmk3	50	33	al	al	NNP
cord-296717-ay4wcmk3	50	34	.	.	NNP
cord-296717-ay4wcmk3	50	35	,	,	,
cord-296717-ay4wcmk3	50	36	2014	2014	CD
cord-296717-ay4wcmk3	50	37	;	;	:
cord-296717-ay4wcmk3	50	38	Qiu	Qiu	NNP
cord-296717-ay4wcmk3	50	39	and	and	CC
cord-296717-ay4wcmk3	50	40	Welch	Welch	NNP
cord-296717-ay4wcmk3	50	41	,	,	,
cord-296717-ay4wcmk3	50	42	2004	2004	CD
cord-296717-ay4wcmk3	50	43	)	)	-RRB-
cord-296717-ay4wcmk3	50	44	.	.	.
cord-296717-ay4wcmk3	51	1	(	(	-LRB-
cord-296717-ay4wcmk3	51	2	3	3	LS
cord-296717-ay4wcmk3	51	3	)	)	-RRB-
cord-296717-ay4wcmk3	51	4	Analysis	analysis	NN
cord-296717-ay4wcmk3	51	5	of	of	IN
cord-296717-ay4wcmk3	51	6	information	information	NN
cord-296717-ay4wcmk3	51	7	on	on	IN
cord-296717-ay4wcmk3	51	8	the	the	DT
cord-296717-ay4wcmk3	51	9	Internet	internet	NN
cord-296717-ay4wcmk3	51	10	.	.	.
cord-296717-ay4wcmk3	52	1	Many	many	JJ
cord-296717-ay4wcmk3	52	2	researchers	researcher	NNS
cord-296717-ay4wcmk3	52	3	start	start	VBP
cord-296717-ay4wcmk3	52	4	with	with	IN
cord-296717-ay4wcmk3	52	5	the	the	DT
cord-296717-ay4wcmk3	52	6	Internet	internet	NN
cord-296717-ay4wcmk3	52	7	information	information	NN
cord-296717-ay4wcmk3	52	8	and	and	CC
cord-296717-ay4wcmk3	52	9	apply	apply	VB
cord-296717-ay4wcmk3	52	10	text	text	NN
cord-296717-ay4wcmk3	52	11	analysis	analysis	NN
cord-296717-ay4wcmk3	52	12	to	to	TO
cord-296717-ay4wcmk3	52	13	analyze	analyze	VB
cord-296717-ay4wcmk3	52	14	the	the	DT
cord-296717-ay4wcmk3	52	15	information	information	NN
cord-296717-ay4wcmk3	52	16	released	release	VBN
cord-296717-ay4wcmk3	52	17	by	by	IN
cord-296717-ay4wcmk3	52	18	investors	investor	NNS
cord-296717-ay4wcmk3	52	19	on	on	IN
cord-296717-ay4wcmk3	52	20	social	social	JJ
cord-296717-ay4wcmk3	52	21	platforms	platform	NNS
cord-296717-ay4wcmk3	52	22	or	or	CC
cord-296717-ay4wcmk3	52	23	searched	search	VBD
cord-296717-ay4wcmk3	52	24	content	content	NN
cord-296717-ay4wcmk3	52	25	to	to	TO
cord-296717-ay4wcmk3	52	26	get	get	VB
cord-296717-ay4wcmk3	52	27	the	the	DT
cord-296717-ay4wcmk3	52	28	investor	investor	NN
cord-296717-ay4wcmk3	52	29	sentiment	sentiment	NN
cord-296717-ay4wcmk3	52	30	.	.	.
cord-296717-ay4wcmk3	53	1	This	this	DT
cord-296717-ay4wcmk3	53	2	method	method	NN
cord-296717-ay4wcmk3	53	3	avoids	avoid	VBZ
cord-296717-ay4wcmk3	53	4	the	the	DT
cord-296717-ay4wcmk3	53	5	shortcomings	shortcoming	NNS
cord-296717-ay4wcmk3	53	6	of	of	IN
cord-296717-ay4wcmk3	53	7	the	the	DT
cord-296717-ay4wcmk3	53	8	first	first	JJ
cord-296717-ay4wcmk3	53	9	two	two	CD
cord-296717-ay4wcmk3	53	10	methods	method	NNS
cord-296717-ay4wcmk3	53	11	,	,	,
cord-296717-ay4wcmk3	53	12	but	but	CC
cord-296717-ay4wcmk3	53	13	is	be	VBZ
cord-296717-ay4wcmk3	53	14	susceptible	susceptible	JJ
cord-296717-ay4wcmk3	53	15	to	to	IN
cord-296717-ay4wcmk3	53	16	network	network	NN
cord-296717-ay4wcmk3	53	17	noise	noise	NN
cord-296717-ay4wcmk3	53	18	information	information	NN
cord-296717-ay4wcmk3	53	19	.	.	.
cord-296717-ay4wcmk3	54	1	Text	Text	NNP
cord-296717-ay4wcmk3	54	2	data	datum	NNS
cord-296717-ay4wcmk3	54	3	mainly	mainly	RB
cord-296717-ay4wcmk3	54	4	includes	include	VBZ
cord-296717-ay4wcmk3	54	5	Yahoo	Yahoo	NNP
cord-296717-ay4wcmk3	54	6	Finance	Finance	NNP
cord-296717-ay4wcmk3	54	7	posts	post	NNS
cord-296717-ay4wcmk3	54	8	(	(	-LRB-
cord-296717-ay4wcmk3	54	9	Antweiler	Antweiler	NNP
cord-296717-ay4wcmk3	54	10	and	and	CC
cord-296717-ay4wcmk3	54	11	Frank	Frank	NNP
cord-296717-ay4wcmk3	54	12	,	,	,
cord-296717-ay4wcmk3	54	13	2004	2004	CD
cord-296717-ay4wcmk3	54	14	;	;	:
cord-296717-ay4wcmk3	54	15	Das	Das	NNP
cord-296717-ay4wcmk3	54	16	and	and	CC
cord-296717-ay4wcmk3	54	17	Chen	Chen	NNP
cord-296717-ay4wcmk3	54	18	,	,	,
cord-296717-ay4wcmk3	54	19	2007	2007	CD
cord-296717-ay4wcmk3	54	20	;	;	:
cord-296717-ay4wcmk3	54	21	Kim	Kim	NNP
cord-296717-ay4wcmk3	54	22	and	and	CC
cord-296717-ay4wcmk3	54	23	Kim	Kim	NNP
cord-296717-ay4wcmk3	54	24	,	,	,
cord-296717-ay4wcmk3	54	25	2014	2014	CD
cord-296717-ay4wcmk3	54	26	;	;	:
cord-296717-ay4wcmk3	54	27	Tsukioka	Tsukioka	NNP
cord-296717-ay4wcmk3	54	28	et	et	NNP
cord-296717-ay4wcmk3	54	29	al	al	NNP
cord-296717-ay4wcmk3	54	30	.	.	NNP
cord-296717-ay4wcmk3	54	31	,	,	,
cord-296717-ay4wcmk3	54	32	2018	2018	CD
cord-296717-ay4wcmk3	54	33	)	)	-RRB-
cord-296717-ay4wcmk3	54	34	,	,	,
cord-296717-ay4wcmk3	54	35	WeChat	WeChat	NNP
cord-296717-ay4wcmk3	54	36	(	(	-LRB-
cord-296717-ay4wcmk3	54	37	Shi	Shi	NNP
cord-296717-ay4wcmk3	54	38	et	et	FW
cord-296717-ay4wcmk3	54	39	al	al	NNP
cord-296717-ay4wcmk3	54	40	.	.	.
cord-296717-ay4wcmk3	54	41	2018	2018	CD
cord-296717-ay4wcmk3	54	42	)	)	-RRB-
cord-296717-ay4wcmk3	54	43	,	,	,
cord-296717-ay4wcmk3	54	44	Weibo	Weibo	NNP
cord-296717-ay4wcmk3	54	45	platform	platform	NN
cord-296717-ay4wcmk3	54	46	(	(	-LRB-
cord-296717-ay4wcmk3	54	47	Checkley	Checkley	NNP
cord-296717-ay4wcmk3	54	48	et	et	NNP
cord-296717-ay4wcmk3	54	49	al	al	NNP
cord-296717-ay4wcmk3	54	50	.	.	NNP
cord-296717-ay4wcmk3	54	51	,	,	,
cord-296717-ay4wcmk3	54	52	2017	2017	CD
cord-296717-ay4wcmk3	54	53	;	;	:
cord-296717-ay4wcmk3	54	54	Renault	Renault	NNP
cord-296717-ay4wcmk3	54	55	,	,	,
cord-296717-ay4wcmk3	54	56	2017	2017	CD
cord-296717-ay4wcmk3	54	57	)	)	-RRB-
cord-296717-ay4wcmk3	54	58	,	,	,
cord-296717-ay4wcmk3	54	59	Twitter	Twitter	NNP
cord-296717-ay4wcmk3	54	60	(	(	-LRB-
cord-296717-ay4wcmk3	54	61	Behrendt	Behrendt	NNP
cord-296717-ay4wcmk3	54	62	and	and	CC
cord-296717-ay4wcmk3	54	63	Schmidt	Schmidt	NNP
cord-296717-ay4wcmk3	54	64	,	,	,
cord-296717-ay4wcmk3	54	65	2018	2018	CD
cord-296717-ay4wcmk3	54	66	;	;	:
cord-296717-ay4wcmk3	54	67	Li	Li	NNP
cord-296717-ay4wcmk3	54	68	et	et	NNP
cord-296717-ay4wcmk3	54	69	al	al	NNP
cord-296717-ay4wcmk3	54	70	.	.	NNP
cord-296717-ay4wcmk3	54	71	,	,	,
cord-296717-ay4wcmk3	54	72	2017	2017	CD
cord-296717-ay4wcmk3	54	73	)	)	-RRB-
cord-296717-ay4wcmk3	54	74	and	and	CC
cord-296717-ay4wcmk3	54	75	Google	Google	NNP
cord-296717-ay4wcmk3	54	76	search	search	NN
cord-296717-ay4wcmk3	54	77	(	(	-LRB-
cord-296717-ay4wcmk3	54	78	Da	Da	NNP
cord-296717-ay4wcmk3	54	79	et	et	FW
cord-296717-ay4wcmk3	54	80	al	al	NNP
cord-296717-ay4wcmk3	54	81	.	.	NNP
cord-296717-ay4wcmk3	54	82	,	,	,
cord-296717-ay4wcmk3	54	83	2014	2014	CD
cord-296717-ay4wcmk3	54	84	;	;	:
cord-296717-ay4wcmk3	54	85	Gao	Gao	NNP
cord-296717-ay4wcmk3	54	86	et	et	NNP
cord-296717-ay4wcmk3	54	87	al	al	NNP
cord-296717-ay4wcmk3	54	88	.	.	.
cord-296717-ay4wcmk3	54	89	2019	2019	CD
cord-296717-ay4wcmk3	54	90	)	)	-RRB-
cord-296717-ay4wcmk3	54	91	,	,	,
cord-296717-ay4wcmk3	54	92	etc	etc	FW
cord-296717-ay4wcmk3	54	93	.	.	.
cord-296717-ay4wcmk3	55	1	The	the	DT
cord-296717-ay4wcmk3	55	2	purpose	purpose	NN
cord-296717-ay4wcmk3	55	3	of	of	IN
cord-296717-ay4wcmk3	55	4	this	this	DT
cord-296717-ay4wcmk3	55	5	paper	paper	NN
cord-296717-ay4wcmk3	55	6	is	be	VBZ
cord-296717-ay4wcmk3	55	7	to	to	TO
cord-296717-ay4wcmk3	55	8	investigate	investigate	VB
cord-296717-ay4wcmk3	55	9	the	the	DT
cord-296717-ay4wcmk3	55	10	ability	ability	NN
cord-296717-ay4wcmk3	55	11	of	of	IN
cord-296717-ay4wcmk3	55	12	the	the	DT
cord-296717-ay4wcmk3	55	13	Chinese	chinese	JJ
cord-296717-ay4wcmk3	55	14	volatility	volatility	NN
cord-296717-ay4wcmk3	55	15	index	index	NN
cord-296717-ay4wcmk3	55	16	iVX	ivx	XX
cord-296717-ay4wcmk3	55	17	to	to	TO
cord-296717-ay4wcmk3	55	18	represent	represent	VB
cord-296717-ay4wcmk3	55	19	investor	investor	NN
cord-296717-ay4wcmk3	55	20	sentiment	sentiment	NN
cord-296717-ay4wcmk3	55	21	.	.	.
cord-296717-ay4wcmk3	56	1	Since	since	IN
cord-296717-ay4wcmk3	56	2	iVX	iVX	NNP
cord-296717-ay4wcmk3	56	3	is	be	VBZ
cord-296717-ay4wcmk3	56	4	computed	compute	VBN
cord-296717-ay4wcmk3	56	5	given	give	VBN
cord-296717-ay4wcmk3	56	6	the	the	DT
cord-296717-ay4wcmk3	56	7	option	option	NN
cord-296717-ay4wcmk3	56	8	prices	price	NNS
cord-296717-ay4wcmk3	56	9	and	and	CC
cord-296717-ay4wcmk3	56	10	the	the	DT
cord-296717-ay4wcmk3	56	11	prices	price	NNS
cord-296717-ay4wcmk3	56	12	reflect	reflect	VBP
cord-296717-ay4wcmk3	56	13	the	the	DT
cord-296717-ay4wcmk3	56	14	expectations	expectation	NNS
cord-296717-ay4wcmk3	56	15	of	of	IN
cord-296717-ay4wcmk3	56	16	the	the	DT
cord-296717-ay4wcmk3	56	17	stock	stock	NN
cord-296717-ay4wcmk3	56	18	market	market	NN
cord-296717-ay4wcmk3	56	19	by	by	IN
cord-296717-ay4wcmk3	56	20	the	the	DT
cord-296717-ay4wcmk3	56	21	investors	investor	NNS
cord-296717-ay4wcmk3	56	22	,	,	,
cord-296717-ay4wcmk3	56	23	thus	thus	RB
cord-296717-ay4wcmk3	56	24	iVX	iVX	NNP
cord-296717-ay4wcmk3	56	25	reveals	reveal	VBZ
cord-296717-ay4wcmk3	56	26	the	the	DT
cord-296717-ay4wcmk3	56	27	investors	investor	NNS
cord-296717-ay4wcmk3	56	28	'	'	POS
cord-296717-ay4wcmk3	56	29	predictions	prediction	NNS
cord-296717-ay4wcmk3	56	30	towards	towards	IN
cord-296717-ay4wcmk3	56	31	future	future	NN
cord-296717-ay4wcmk3	56	32	of	of	IN
cord-296717-ay4wcmk3	56	33	the	the	DT
cord-296717-ay4wcmk3	56	34	stocks	stock	NNS
cord-296717-ay4wcmk3	56	35	.	.	.
cord-296717-ay4wcmk3	57	1	And	and	CC
cord-296717-ay4wcmk3	57	2	the	the	DT
cord-296717-ay4wcmk3	57	3	predictions	prediction	NNS
cord-296717-ay4wcmk3	57	4	reflect	reflect	VBP
cord-296717-ay4wcmk3	57	5	the	the	DT
cord-296717-ay4wcmk3	57	6	investors	investor	NNS
cord-296717-ay4wcmk3	57	7	'	'	POS
cord-296717-ay4wcmk3	57	8	sentiment	sentiment	NN
cord-296717-ay4wcmk3	57	9	.	.	.
cord-296717-ay4wcmk3	58	1	Therefore	therefore	RB
cord-296717-ay4wcmk3	58	2	,	,	,
cord-296717-ay4wcmk3	58	3	iVX	ivx	XX
cord-296717-ay4wcmk3	58	4	can	can	MD
cord-296717-ay4wcmk3	58	5	simultaneously	simultaneously	RB
cord-296717-ay4wcmk3	58	6	represent	represent	VB
cord-296717-ay4wcmk3	58	7	the	the	DT
cord-296717-ay4wcmk3	58	8	investors	investor	NNS
cord-296717-ay4wcmk3	58	9	'	'	POS
cord-296717-ay4wcmk3	58	10	sentiment	sentiment	NN
cord-296717-ay4wcmk3	58	11	in	in	IN
cord-296717-ay4wcmk3	58	12	theory	theory	NN
cord-296717-ay4wcmk3	58	13	.	.	.
cord-296717-ay4wcmk3	59	1	Li	Li	NNP
cord-296717-ay4wcmk3	59	2	et	et	NNP
cord-296717-ay4wcmk3	59	3	al	al	NNP
cord-296717-ay4wcmk3	59	4	.	.	.
cord-296717-ay4wcmk3	60	1	(	(	-LRB-
cord-296717-ay4wcmk3	60	2	2019	2019	CD
cord-296717-ay4wcmk3	60	3	)	)	-RRB-
cord-296717-ay4wcmk3	60	4	find	find	VBP
cord-296717-ay4wcmk3	60	5	that	that	IN
cord-296717-ay4wcmk3	60	6	iVX	ivx	XX
cord-296717-ay4wcmk3	60	7	is	be	VBZ
cord-296717-ay4wcmk3	60	8	negatively	negatively	RB
cord-296717-ay4wcmk3	60	9	associated	associate	VBN
cord-296717-ay4wcmk3	60	10	with	with	IN
cord-296717-ay4wcmk3	60	11	the	the	DT
cord-296717-ay4wcmk3	60	12	price	price	NN
cord-296717-ay4wcmk3	60	13	and	and	CC
cord-296717-ay4wcmk3	60	14	return	return	NN
cord-296717-ay4wcmk3	60	15	of	of	IN
cord-296717-ay4wcmk3	60	16	Shanghai	Shanghai	NNP
cord-296717-ay4wcmk3	60	17	50ETF	50ETF	NNP
cord-296717-ay4wcmk3	60	18	separately	separately	RB
cord-296717-ay4wcmk3	60	19	,	,	,
cord-296717-ay4wcmk3	60	20	which	which	WDT
cord-296717-ay4wcmk3	60	21	indirectly	indirectly	RB
cord-296717-ay4wcmk3	60	22	proves	prove	VBZ
cord-296717-ay4wcmk3	60	23	that	that	IN
cord-296717-ay4wcmk3	60	24	iVX	ivx	XX
cord-296717-ay4wcmk3	60	25	could	could	MD
cord-296717-ay4wcmk3	60	26	reflect	reflect	VB
cord-296717-ay4wcmk3	60	27	investors	investor	NNS
cord-296717-ay4wcmk3	60	28	'	'	POS
cord-296717-ay4wcmk3	60	29	panic	panic	NN
cord-296717-ay4wcmk3	60	30	sentiment	sentiment	NN
cord-296717-ay4wcmk3	60	31	,	,	,
cord-296717-ay4wcmk3	60	32	but	but	CC
cord-296717-ay4wcmk3	60	33	did	do	VBD
cord-296717-ay4wcmk3	60	34	not	not	RB
cord-296717-ay4wcmk3	60	35	directly	directly	RB
cord-296717-ay4wcmk3	60	36	measure	measure	VB
cord-296717-ay4wcmk3	60	37	the	the	DT
cord-296717-ay4wcmk3	60	38	sentiment	sentiment	NN
cord-296717-ay4wcmk3	60	39	.	.	.
cord-296717-ay4wcmk3	61	1	Regarding	regard	VBG
cord-296717-ay4wcmk3	61	2	the	the	DT
cord-296717-ay4wcmk3	61	3	sentiment	sentiment	NN
cord-296717-ay4wcmk3	61	4	representation	representation	NN
cord-296717-ay4wcmk3	61	5	of	of	IN
cord-296717-ay4wcmk3	61	6	the	the	DT
cord-296717-ay4wcmk3	61	7	VIX	VIX	NNP
cord-296717-ay4wcmk3	61	8	created	create	VBN
cord-296717-ay4wcmk3	61	9	by	by	IN
cord-296717-ay4wcmk3	61	10	CBOE	CBOE	NNP
cord-296717-ay4wcmk3	61	11	,	,	,
cord-296717-ay4wcmk3	61	12	most	most	JJS
cord-296717-ay4wcmk3	61	13	of	of	IN
cord-296717-ay4wcmk3	61	14	the	the	DT
cord-296717-ay4wcmk3	61	15	researches	research	NNS
cord-296717-ay4wcmk3	61	16	take	take	VBP
cord-296717-ay4wcmk3	61	17	it	-PRON-	PRP
cord-296717-ay4wcmk3	61	18	as	as	IN
cord-296717-ay4wcmk3	61	19	the	the	DT
cord-296717-ay4wcmk3	61	20	known	know	VBN
cord-296717-ay4wcmk3	61	21	facts	fact	NNS
cord-296717-ay4wcmk3	61	22	and	and	CC
cord-296717-ay4wcmk3	61	23	conduct	conduct	VB
cord-296717-ay4wcmk3	61	24	research	research	NN
cord-296717-ay4wcmk3	61	25	on	on	IN
cord-296717-ay4wcmk3	61	26	this	this	DT
cord-296717-ay4wcmk3	61	27	basis	basis	NN
cord-296717-ay4wcmk3	61	28	(	(	-LRB-
cord-296717-ay4wcmk3	61	29	Pan	Pan	NNP
cord-296717-ay4wcmk3	61	30	,	,	,
cord-296717-ay4wcmk3	61	31	2018	2018	CD
cord-296717-ay4wcmk3	61	32	;	;	:
cord-296717-ay4wcmk3	61	33	Smales	Smales	NNP
cord-296717-ay4wcmk3	61	34	,	,	,
cord-296717-ay4wcmk3	61	35	2017	2017	CD
cord-296717-ay4wcmk3	61	36	;	;	:
cord-296717-ay4wcmk3	61	37	Yang	Yang	NNP
cord-296717-ay4wcmk3	61	38	et	et	NNP
cord-296717-ay4wcmk3	61	39	al	al	NNP
cord-296717-ay4wcmk3	61	40	.	.	NNP
cord-296717-ay4wcmk3	61	41	,	,	,
cord-296717-ay4wcmk3	61	42	2016	2016	CD
cord-296717-ay4wcmk3	61	43	)	)	-RRB-
cord-296717-ay4wcmk3	61	44	.	.	.
cord-296717-ay4wcmk3	62	1	However	however	RB
cord-296717-ay4wcmk3	62	2	,	,	,
cord-296717-ay4wcmk3	62	3	there	there	EX
cord-296717-ay4wcmk3	62	4	is	be	VBZ
cord-296717-ay4wcmk3	62	5	little	little	JJ
cord-296717-ay4wcmk3	62	6	literature	literature	NN
cord-296717-ay4wcmk3	62	7	that	that	WDT
cord-296717-ay4wcmk3	62	8	confirms	confirm	VBZ
cord-296717-ay4wcmk3	62	9	VIX	vix	NN
cord-296717-ay4wcmk3	62	10	has	have	VBZ
cord-296717-ay4wcmk3	62	11	this	this	DT
cord-296717-ay4wcmk3	62	12	effect	effect	NN
cord-296717-ay4wcmk3	62	13	.	.	.
cord-296717-ay4wcmk3	63	1	Some	some	DT
cord-296717-ay4wcmk3	63	2	of	of	IN
cord-296717-ay4wcmk3	63	3	them	-PRON-	PRP
cord-296717-ay4wcmk3	63	4	indirectly	indirectly	RB
cord-296717-ay4wcmk3	63	5	proves	prove	VBZ
cord-296717-ay4wcmk3	63	6	it	-PRON-	PRP
cord-296717-ay4wcmk3	63	7	by	by	IN
cord-296717-ay4wcmk3	63	8	analyzing	analyze	VBG
cord-296717-ay4wcmk3	63	9	the	the	DT
cord-296717-ay4wcmk3	63	10	negative	negative	JJ
cord-296717-ay4wcmk3	63	11	correlation	correlation	NN
cord-296717-ay4wcmk3	63	12	between	between	IN
cord-296717-ay4wcmk3	63	13	VIX	vix	NN
cord-296717-ay4wcmk3	63	14	's	's	POS
cord-296717-ay4wcmk3	63	15	change	change	NN
cord-296717-ay4wcmk3	63	16	and	and	CC
cord-296717-ay4wcmk3	63	17	the	the	DT
cord-296717-ay4wcmk3	63	18	return	return	NN
cord-296717-ay4wcmk3	63	19	rate	rate	NN
cord-296717-ay4wcmk3	63	20	of	of	IN
cord-296717-ay4wcmk3	63	21	the	the	DT
cord-296717-ay4wcmk3	63	22	underlying	underlying	JJ
cord-296717-ay4wcmk3	63	23	index	index	NN
cord-296717-ay4wcmk3	63	24	(	(	-LRB-
cord-296717-ay4wcmk3	63	25	Smales,2016	smales,2016	RB
cord-296717-ay4wcmk3	63	26	;	;	:
cord-296717-ay4wcmk3	63	27	Whaley	Whaley	NNP
cord-296717-ay4wcmk3	63	28	,	,	,
cord-296717-ay4wcmk3	63	29	2000	2000	CD
cord-296717-ay4wcmk3	63	30	;	;	:
cord-296717-ay4wcmk3	63	31	Whaley	Whaley	NNP
cord-296717-ay4wcmk3	63	32	,	,	,
cord-296717-ay4wcmk3	63	33	2009	2009	CD
cord-296717-ay4wcmk3	63	34	)	)	-RRB-
cord-296717-ay4wcmk3	63	35	.	.	.
cord-296717-ay4wcmk3	64	1	The	the	DT
cord-296717-ay4wcmk3	64	2	researches	research	NNS
cord-296717-ay4wcmk3	64	3	which	which	WDT
cord-296717-ay4wcmk3	64	4	directly	directly	RB
cord-296717-ay4wcmk3	64	5	prove	prove	VBP
cord-296717-ay4wcmk3	64	6	it	-PRON-	PRP
cord-296717-ay4wcmk3	64	7	only	only	RB
cord-296717-ay4wcmk3	64	8	involve	involve	VBP
cord-296717-ay4wcmk3	64	9	the	the	DT
cord-296717-ay4wcmk3	64	10	relationship	relationship	NN
cord-296717-ay4wcmk3	64	11	of	of	IN
cord-296717-ay4wcmk3	64	12	volatility	volatility	NN
cord-296717-ay4wcmk3	64	13	index	index	NN
cord-296717-ay4wcmk3	64	14	on	on	IN
cord-296717-ay4wcmk3	64	15	sentiment	sentiment	NN
cord-296717-ay4wcmk3	64	16	index	index	NN
cord-296717-ay4wcmk3	64	17	based	base	VBN
cord-296717-ay4wcmk3	64	18	on	on	IN
cord-296717-ay4wcmk3	64	19	news	news	NN
cord-296717-ay4wcmk3	64	20	,	,	,
cord-296717-ay4wcmk3	64	21	social	social	JJ
cord-296717-ay4wcmk3	64	22	media	medium	NNS
cord-296717-ay4wcmk3	64	23	or	or	CC
cord-296717-ay4wcmk3	64	24	other	other	JJ
cord-296717-ay4wcmk3	64	25	single	single	JJ
cord-296717-ay4wcmk3	64	26	-	-	HYPH
cord-296717-ay4wcmk3	64	27	level	level	NN
cord-296717-ay4wcmk3	64	28	sentiment	sentiment	NN
cord-296717-ay4wcmk3	64	29	(	(	-LRB-
cord-296717-ay4wcmk3	64	30	Pineiro	Pineiro	NNP
cord-296717-ay4wcmk3	64	31	et	et	NNP
cord-296717-ay4wcmk3	64	32	al	al	NNP
cord-296717-ay4wcmk3	64	33	.	.	NNP
cord-296717-ay4wcmk3	64	34	,	,	,
cord-296717-ay4wcmk3	64	35	2016	2016	CD
cord-296717-ay4wcmk3	64	36	;	;	:
cord-296717-ay4wcmk3	64	37	Smales	Smales	NNP
cord-296717-ay4wcmk3	64	38	,	,	,
cord-296717-ay4wcmk3	64	39	2014	2014	CD
cord-296717-ay4wcmk3	64	40	;	;	:
cord-296717-ay4wcmk3	64	41	Zhang	Zhang	NNP
cord-296717-ay4wcmk3	64	42	,	,	,
cord-296717-ay4wcmk3	64	43	2011	2011	CD
cord-296717-ay4wcmk3	64	44	)	)	-RRB-
cord-296717-ay4wcmk3	64	45	.	.	.
cord-296717-ay4wcmk3	65	1	In	in	IN
cord-296717-ay4wcmk3	65	2	order	order	NN
cord-296717-ay4wcmk3	65	3	to	to	TO
cord-296717-ay4wcmk3	65	4	obtain	obtain	VB
cord-296717-ay4wcmk3	65	5	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	65	6	on	on	IN
cord-296717-ay4wcmk3	65	7	different	different	JJ
cord-296717-ay4wcmk3	65	8	time	time	NN
cord-296717-ay4wcmk3	65	9	scales	scale	NNS
cord-296717-ay4wcmk3	65	10	,	,	,
cord-296717-ay4wcmk3	65	11	this	this	DT
cord-296717-ay4wcmk3	65	12	paper	paper	NN
cord-296717-ay4wcmk3	65	13	will	will	MD
cord-296717-ay4wcmk3	65	14	use	use	VB
cord-296717-ay4wcmk3	65	15	Ensemble	Ensemble	NNP
cord-296717-ay4wcmk3	65	16	Empirical	empirical	JJ
cord-296717-ay4wcmk3	65	17	Mode	mode	NN
cord-296717-ay4wcmk3	65	18	Decomposition	decomposition	NN
cord-296717-ay4wcmk3	65	19	(	(	-LRB-
cord-296717-ay4wcmk3	65	20	EEMD	EEMD	NNP
cord-296717-ay4wcmk3	65	21	)	)	-RRB-
cord-296717-ay4wcmk3	65	22	to	to	TO
cord-296717-ay4wcmk3	65	23	decompose	decompose	VB
cord-296717-ay4wcmk3	65	24	iVX	ivx	XX
cord-296717-ay4wcmk3	65	25	.	.	.
cord-296717-ay4wcmk3	66	1	EEMD	EEMD	NNP
cord-296717-ay4wcmk3	66	2	provides	provide	VBZ
cord-296717-ay4wcmk3	66	3	a	a	DT
cord-296717-ay4wcmk3	66	4	J	J	NNP
cord-296717-ay4wcmk3	66	5	o	o	NN
cord-296717-ay4wcmk3	66	6	u	u	NN
cord-296717-ay4wcmk3	66	7	r	r	NN
cord-296717-ay4wcmk3	66	8	n	n	NN
cord-296717-ay4wcmk3	66	9	a	a	DT
cord-296717-ay4wcmk3	66	10	l	l	NN
cord-296717-ay4wcmk3	66	11	P	p	NN
cord-296717-ay4wcmk3	66	12	r	r	NN
cord-296717-ay4wcmk3	66	13	e	e	NN
cord-296717-ay4wcmk3	66	14	-p	-p	NN
cord-296717-ay4wcmk3	66	15	r	r	NN
cord-296717-ay4wcmk3	66	16	o	o	NN
cord-296717-ay4wcmk3	66	17	o	o	NN
cord-296717-ay4wcmk3	66	18	f	f	NN
cord-296717-ay4wcmk3	66	19	feasible	feasible	JJ
cord-296717-ay4wcmk3	66	20	way	way	NN
cord-296717-ay4wcmk3	66	21	to	to	TO
cord-296717-ay4wcmk3	66	22	deal	deal	VB
cord-296717-ay4wcmk3	66	23	with	with	IN
cord-296717-ay4wcmk3	66	24	non	non	JJ
cord-296717-ay4wcmk3	66	25	-	-	JJ
cord-296717-ay4wcmk3	66	26	linear	linear	JJ
cord-296717-ay4wcmk3	66	27	and	and	CC
cord-296717-ay4wcmk3	66	28	non	non	JJ
cord-296717-ay4wcmk3	66	29	-	-	JJ
cord-296717-ay4wcmk3	66	30	stationary	stationary	JJ
cord-296717-ay4wcmk3	66	31	data	datum	NNS
cord-296717-ay4wcmk3	66	32	.	.	.
cord-296717-ay4wcmk3	67	1	It	-PRON-	PRP
cord-296717-ay4wcmk3	67	2	consists	consist	VBZ
cord-296717-ay4wcmk3	67	3	in	in	IN
cord-296717-ay4wcmk3	67	4	a	a	DT
cord-296717-ay4wcmk3	67	5	local	local	JJ
cord-296717-ay4wcmk3	67	6	and	and	CC
cord-296717-ay4wcmk3	67	7	fully	fully	RB
cord-296717-ay4wcmk3	67	8	data	data	NN
cord-296717-ay4wcmk3	67	9	-	-	HYPH
cord-296717-ay4wcmk3	67	10	driven	drive	VBN
cord-296717-ay4wcmk3	67	11	separation	separation	NN
cord-296717-ay4wcmk3	67	12	of	of	IN
cord-296717-ay4wcmk3	67	13	a	a	DT
cord-296717-ay4wcmk3	67	14	signal	signal	NN
cord-296717-ay4wcmk3	67	15	in	in	IN
cord-296717-ay4wcmk3	67	16	fast	fast	JJ
cord-296717-ay4wcmk3	67	17	and	and	CC
cord-296717-ay4wcmk3	67	18	slow	slow	JJ
cord-296717-ay4wcmk3	67	19	oscillations	oscillation	NNS
cord-296717-ay4wcmk3	67	20	(	(	-LRB-
cord-296717-ay4wcmk3	67	21	Torres	Torres	NNP
cord-296717-ay4wcmk3	67	22	et	et	NNP
cord-296717-ay4wcmk3	67	23	al	al	NNP
cord-296717-ay4wcmk3	67	24	.	.	NNP
cord-296717-ay4wcmk3	67	25	,	,	,
cord-296717-ay4wcmk3	67	26	2011	2011	CD
cord-296717-ay4wcmk3	67	27	)	)	-RRB-
cord-296717-ay4wcmk3	67	28	.	.	.
cord-296717-ay4wcmk3	68	1	It	-PRON-	PRP
cord-296717-ay4wcmk3	68	2	has	have	VBZ
cord-296717-ay4wcmk3	68	3	been	be	VBN
cord-296717-ay4wcmk3	68	4	widely	widely	RB
cord-296717-ay4wcmk3	68	5	used	use	VBN
cord-296717-ay4wcmk3	68	6	in	in	IN
cord-296717-ay4wcmk3	68	7	industry	industry	NN
cord-296717-ay4wcmk3	68	8	and	and	CC
cord-296717-ay4wcmk3	68	9	resources	resource	NNS
cord-296717-ay4wcmk3	69	1	(	(	-LRB-
cord-296717-ay4wcmk3	69	2	Wang	Wang	NNP
cord-296717-ay4wcmk3	69	3	et	et	NNP
cord-296717-ay4wcmk3	69	4	al	al	NNP
cord-296717-ay4wcmk3	69	5	,	,	,
cord-296717-ay4wcmk3	69	6	2014	2014	CD
cord-296717-ay4wcmk3	69	7	;	;	:
cord-296717-ay4wcmk3	69	8	Wang	Wang	NNP
cord-296717-ay4wcmk3	69	9	et	et	NNP
cord-296717-ay4wcmk3	69	10	al	al	NNP
cord-296717-ay4wcmk3	69	11	.	.	.
cord-296717-ay4wcmk3	70	1	,	,	,
cord-296717-ay4wcmk3	70	2	2013	2013	CD
cord-296717-ay4wcmk3	70	3	;	;	:
cord-296717-ay4wcmk3	70	4	Lei	Lei	NNP
cord-296717-ay4wcmk3	70	5	and	and	CC
cord-296717-ay4wcmk3	70	6	Zuo	Zuo	NNP
cord-296717-ay4wcmk3	70	7	,	,	,
cord-296717-ay4wcmk3	70	8	2009	2009	CD
cord-296717-ay4wcmk3	70	9	)	)	-RRB-
cord-296717-ay4wcmk3	70	10	.	.	.
cord-296717-ay4wcmk3	71	1	Meanwhile	meanwhile	RB
cord-296717-ay4wcmk3	71	2	,	,	,
cord-296717-ay4wcmk3	71	3	Zhang	Zhang	NNP
cord-296717-ay4wcmk3	71	4	(	(	-LRB-
cord-296717-ay4wcmk3	71	5	2008	2008	CD
cord-296717-ay4wcmk3	71	6	)	)	-RRB-
cord-296717-ay4wcmk3	71	7	and	and	CC
cord-296717-ay4wcmk3	71	8	Yu	Yu	NNP
cord-296717-ay4wcmk3	71	9	et	et	NNP
cord-296717-ay4wcmk3	71	10	al	al	NNP
cord-296717-ay4wcmk3	71	11	.	.	.
cord-296717-ay4wcmk3	72	1	(	(	-LRB-
cord-296717-ay4wcmk3	72	2	2008	2008	CD
cord-296717-ay4wcmk3	72	3	have	have	VBP
cord-296717-ay4wcmk3	72	4	successfully	successfully	RB
cord-296717-ay4wcmk3	72	5	applied	apply	VBN
cord-296717-ay4wcmk3	72	6	this	this	DT
cord-296717-ay4wcmk3	72	7	idea	idea	NN
cord-296717-ay4wcmk3	72	8	to	to	IN
cord-296717-ay4wcmk3	72	9	the	the	DT
cord-296717-ay4wcmk3	72	10	field	field	NN
cord-296717-ay4wcmk3	72	11	of	of	IN
cord-296717-ay4wcmk3	72	12	social	social	JJ
cord-296717-ay4wcmk3	72	13	science	science	NN
cord-296717-ay4wcmk3	72	14	,	,	,
cord-296717-ay4wcmk3	72	15	and	and	CC
cord-296717-ay4wcmk3	72	16	prove	prove	VB
cord-296717-ay4wcmk3	72	17	that	that	IN
cord-296717-ay4wcmk3	72	18	the	the	DT
cord-296717-ay4wcmk3	72	19	integrated	integrate	VBN
cord-296717-ay4wcmk3	72	20	empirical	empirical	JJ
cord-296717-ay4wcmk3	72	21	mode	mode	NN
cord-296717-ay4wcmk3	72	22	decomposition	decomposition	NN
cord-296717-ay4wcmk3	72	23	method	method	NN
cord-296717-ay4wcmk3	72	24	is	be	VBZ
cord-296717-ay4wcmk3	72	25	a	a	DT
cord-296717-ay4wcmk3	72	26	useful	useful	JJ
cord-296717-ay4wcmk3	72	27	approach	approach	NN
cord-296717-ay4wcmk3	72	28	for	for	IN
cord-296717-ay4wcmk3	72	29	financial	financial	JJ
cord-296717-ay4wcmk3	72	30	time	time	NNP
cord-296717-ay4wcmk3	72	31	series	series	NNP
cord-296717-ay4wcmk3	72	32	analysis	analysis	NN
cord-296717-ay4wcmk3	72	33	.	.	.
cord-296717-ay4wcmk3	73	1	The	the	DT
cord-296717-ay4wcmk3	73	2	contributions	contribution	NNS
cord-296717-ay4wcmk3	73	3	of	of	IN
cord-296717-ay4wcmk3	73	4	this	this	DT
cord-296717-ay4wcmk3	73	5	paper	paper	NN
cord-296717-ay4wcmk3	73	6	include	include	VBP
cord-296717-ay4wcmk3	73	7	the	the	DT
cord-296717-ay4wcmk3	73	8	following	follow	VBG
cord-296717-ay4wcmk3	73	9	three	three	CD
cord-296717-ay4wcmk3	73	10	aspects	aspect	NNS
cord-296717-ay4wcmk3	73	11	:	:	:
cord-296717-ay4wcmk3	73	12	(	(	-LRB-
cord-296717-ay4wcmk3	73	13	1	1	LS
cord-296717-ay4wcmk3	73	14	)	)	-RRB-
cord-296717-ay4wcmk3	74	1	This	this	DT
cord-296717-ay4wcmk3	74	2	study	study	NN
cord-296717-ay4wcmk3	74	3	seeks	seek	VBZ
cord-296717-ay4wcmk3	74	4	to	to	TO
cord-296717-ay4wcmk3	74	5	examine	examine	VB
cord-296717-ay4wcmk3	74	6	systematically	systematically	RB
cord-296717-ay4wcmk3	74	7	on	on	IN
cord-296717-ay4wcmk3	74	8	whether	whether	IN
cord-296717-ay4wcmk3	74	9	iVX	iVX	NNP
cord-296717-ay4wcmk3	74	10	has	have	VBZ
cord-296717-ay4wcmk3	74	11	the	the	DT
cord-296717-ay4wcmk3	74	12	ability	ability	NN
cord-296717-ay4wcmk3	74	13	to	to	TO
cord-296717-ay4wcmk3	74	14	represent	represent	VB
cord-296717-ay4wcmk3	74	15	sentiment	sentiment	NN
cord-296717-ay4wcmk3	74	16	,	,	,
cord-296717-ay4wcmk3	74	17	and	and	CC
cord-296717-ay4wcmk3	74	18	analyze	analyze	VB
cord-296717-ay4wcmk3	74	19	it	-PRON-	PRP
cord-296717-ay4wcmk3	74	20	at	at	IN
cord-296717-ay4wcmk3	74	21	the	the	DT
cord-296717-ay4wcmk3	74	22	macro	macro	NN
cord-296717-ay4wcmk3	74	23	,	,	,
cord-296717-ay4wcmk3	74	24	meso	meso	NNP
cord-296717-ay4wcmk3	74	25	and	and	CC
cord-296717-ay4wcmk3	74	26	micro	micro	JJ
cord-296717-ay4wcmk3	74	27	levels	level	NNS
cord-296717-ay4wcmk3	74	28	,	,	,
cord-296717-ay4wcmk3	74	29	while	while	IN
cord-296717-ay4wcmk3	74	30	previous	previous	JJ
cord-296717-ay4wcmk3	74	31	studies	study	NNS
cord-296717-ay4wcmk3	74	32	rarely	rarely	RB
cord-296717-ay4wcmk3	74	33	discuss	discuss	VBP
cord-296717-ay4wcmk3	74	34	this	this	DT
cord-296717-ay4wcmk3	74	35	issue	issue	NN
cord-296717-ay4wcmk3	74	36	,	,	,
cord-296717-ay4wcmk3	74	37	especially	especially	RB
cord-296717-ay4wcmk3	74	38	for	for	IN
cord-296717-ay4wcmk3	74	39	the	the	DT
cord-296717-ay4wcmk3	74	40	newly	newly	RB
cord-296717-ay4wcmk3	74	41	released	release	VBN
cord-296717-ay4wcmk3	74	42	and	and	CC
cord-296717-ay4wcmk3	74	43	short	short	RB
cord-296717-ay4wcmk3	74	44	-	-	HYPH
cord-296717-ay4wcmk3	74	45	lived	live	VBN
cord-296717-ay4wcmk3	74	46	Chinese	chinese	JJ
cord-296717-ay4wcmk3	74	47	volatility	volatility	NN
cord-296717-ay4wcmk3	74	48	index	index	NN
cord-296717-ay4wcmk3	74	49	iVX	ivx	XX
cord-296717-ay4wcmk3	74	50	.	.	.
cord-296717-ay4wcmk3	75	1	(	(	-LRB-
cord-296717-ay4wcmk3	75	2	2	2	LS
cord-296717-ay4wcmk3	75	3	)	)	-RRB-
cord-296717-ay4wcmk3	76	1	This	this	DT
cord-296717-ay4wcmk3	76	2	paper	paper	NN
cord-296717-ay4wcmk3	76	3	constructs	construct	VBZ
cord-296717-ay4wcmk3	76	4	a	a	DT
cord-296717-ay4wcmk3	76	5	three	three	CD
cord-296717-ay4wcmk3	76	6	-	-	HYPH
cord-296717-ay4wcmk3	76	7	dimensional	dimensional	JJ
cord-296717-ay4wcmk3	76	8	comprehensive	comprehensive	JJ
cord-296717-ay4wcmk3	76	9	measurement	measurement	NN
cord-296717-ay4wcmk3	76	10	system	system	NN
cord-296717-ay4wcmk3	76	11	of	of	IN
cord-296717-ay4wcmk3	76	12	investor	investor	NN
cord-296717-ay4wcmk3	76	13	sentiment	sentiment	NN
cord-296717-ay4wcmk3	76	14	,	,	,
cord-296717-ay4wcmk3	76	15	which	which	WDT
cord-296717-ay4wcmk3	76	16	is	be	VBZ
cord-296717-ay4wcmk3	76	17	composed	compose	VBN
cord-296717-ay4wcmk3	76	18	of	of	IN
cord-296717-ay4wcmk3	76	19	three	three	CD
cord-296717-ay4wcmk3	76	20	levels	level	NNS
cord-296717-ay4wcmk3	76	21	:	:	:
cord-296717-ay4wcmk3	76	22	macro	macro	NN
cord-296717-ay4wcmk3	76	23	-	-	HYPH
cord-296717-ay4wcmk3	76	24	economy	economy	NN
cord-296717-ay4wcmk3	76	25	,	,	,
cord-296717-ay4wcmk3	76	26	stock	stock	NN
cord-296717-ay4wcmk3	76	27	market	market	NN
cord-296717-ay4wcmk3	76	28	and	and	CC
cord-296717-ay4wcmk3	76	29	individual	individual	JJ
cord-296717-ay4wcmk3	76	30	opinions	opinion	NNS
cord-296717-ay4wcmk3	76	31	.	.	.
cord-296717-ay4wcmk3	77	1	The	the	DT
cord-296717-ay4wcmk3	77	2	frequency	frequency	NN
cord-296717-ay4wcmk3	77	3	is	be	VBZ
cord-296717-ay4wcmk3	77	4	monthly	monthly	JJ
cord-296717-ay4wcmk3	77	5	,	,	,
cord-296717-ay4wcmk3	77	6	weekly	weekly	JJ
cord-296717-ay4wcmk3	77	7	and	and	CC
cord-296717-ay4wcmk3	77	8	daily	daily	RB
cord-296717-ay4wcmk3	77	9	,	,	,
cord-296717-ay4wcmk3	77	10	respectively	respectively	RB
cord-296717-ay4wcmk3	77	11	,	,	,
cord-296717-ay4wcmk3	77	12	including	include	VBG
cord-296717-ay4wcmk3	77	13	rational	rational	JJ
cord-296717-ay4wcmk3	77	14	and	and	CC
cord-296717-ay4wcmk3	77	15	irrational	irrational	JJ
cord-296717-ay4wcmk3	77	16	components	component	NNS
cord-296717-ay4wcmk3	77	17	,	,	,
cord-296717-ay4wcmk3	77	18	so	so	CC
cord-296717-ay4wcmk3	77	19	our	-PRON-	PRP$
cord-296717-ay4wcmk3	77	20	measure	measure	NN
cord-296717-ay4wcmk3	77	21	system	system	NN
cord-296717-ay4wcmk3	77	22	can	can	MD
cord-296717-ay4wcmk3	77	23	capture	capture	VB
cord-296717-ay4wcmk3	77	24	more	more	JJR
cord-296717-ay4wcmk3	77	25	information	information	NN
cord-296717-ay4wcmk3	77	26	about	about	IN
cord-296717-ay4wcmk3	77	27	the	the	DT
cord-296717-ay4wcmk3	77	28	investor	investor	NN
cord-296717-ay4wcmk3	77	29	attitudes	attitude	NNS
cord-296717-ay4wcmk3	77	30	.	.	.
cord-296717-ay4wcmk3	78	1	However	however	RB
cord-296717-ay4wcmk3	78	2	,	,	,
cord-296717-ay4wcmk3	78	3	most	most	JJS
cord-296717-ay4wcmk3	78	4	of	of	IN
cord-296717-ay4wcmk3	78	5	the	the	DT
cord-296717-ay4wcmk3	78	6	previous	previous	JJ
cord-296717-ay4wcmk3	78	7	studies	study	NNS
cord-296717-ay4wcmk3	78	8	only	only	RB
cord-296717-ay4wcmk3	78	9	focus	focus	VBP
cord-296717-ay4wcmk3	78	10	on	on	IN
cord-296717-ay4wcmk3	78	11	one	one	CD
cord-296717-ay4wcmk3	78	12	level	level	NN
cord-296717-ay4wcmk3	78	13	of	of	IN
cord-296717-ay4wcmk3	78	14	sentiment	sentiment	NN
cord-296717-ay4wcmk3	78	15	,	,	,
cord-296717-ay4wcmk3	78	16	such	such	JJ
cord-296717-ay4wcmk3	78	17	as	as	IN
cord-296717-ay4wcmk3	78	18	micro	micro	JJ
cord-296717-ay4wcmk3	78	19	-	-	JJ
cord-296717-ay4wcmk3	78	20	blog	blog	JJ
cord-296717-ay4wcmk3	78	21	sentiment	sentiment	NN
cord-296717-ay4wcmk3	78	22	from	from	IN
cord-296717-ay4wcmk3	78	23	the	the	DT
cord-296717-ay4wcmk3	78	24	micro	micro	JJ
cord-296717-ay4wcmk3	78	25	perspective	perspective	NN
cord-296717-ay4wcmk3	78	26	.	.	.
cord-296717-ay4wcmk3	79	1	(	(	-LRB-
cord-296717-ay4wcmk3	79	2	3	3	LS
cord-296717-ay4wcmk3	79	3	)	)	-RRB-
cord-296717-ay4wcmk3	79	4	By	by	IN
cord-296717-ay4wcmk3	79	5	employing	employ	VBG
cord-296717-ay4wcmk3	79	6	dynamic	dynamic	JJ
cord-296717-ay4wcmk3	79	7	factor	factor	NN
cord-296717-ay4wcmk3	79	8	analysis	analysis	NN
cord-296717-ay4wcmk3	79	9	on	on	IN
cord-296717-ay4wcmk3	79	10	different	different	JJ
cord-296717-ay4wcmk3	79	11	sentiment	sentiment	NN
cord-296717-ay4wcmk3	79	12	indexes	index	NNS
cord-296717-ay4wcmk3	79	13	with	with	IN
cord-296717-ay4wcmk3	79	14	mixed	mix	VBN
cord-296717-ay4wcmk3	79	15	-	-	HYPH
cord-296717-ay4wcmk3	79	16	frequency	frequency	NN
cord-296717-ay4wcmk3	79	17	to	to	TO
cord-296717-ay4wcmk3	79	18	extract	extract	VB
cord-296717-ay4wcmk3	79	19	the	the	DT
cord-296717-ay4wcmk3	79	20	common	common	JJ
cord-296717-ay4wcmk3	79	21	factor	factor	NN
cord-296717-ay4wcmk3	79	22	,	,	,
cord-296717-ay4wcmk3	79	23	we	-PRON-	PRP
cord-296717-ay4wcmk3	79	24	investigate	investigate	VBP
cord-296717-ay4wcmk3	79	25	whether	whether	IN
cord-296717-ay4wcmk3	79	26	iVX	ivx	XX
cord-296717-ay4wcmk3	79	27	can	can	MD
cord-296717-ay4wcmk3	79	28	comprehensively	comprehensively	RB
cord-296717-ay4wcmk3	79	29	represent	represent	VB
cord-296717-ay4wcmk3	79	30	investor	investor	NN
cord-296717-ay4wcmk3	79	31	sentiments	sentiment	NNS
cord-296717-ay4wcmk3	79	32	at	at	IN
cord-296717-ay4wcmk3	79	33	different	different	JJ
cord-296717-ay4wcmk3	79	34	time	time	NN
cord-296717-ay4wcmk3	79	35	scales	scale	NNS
cord-296717-ay4wcmk3	79	36	.	.	.
cord-296717-ay4wcmk3	80	1	The	the	DT
cord-296717-ay4wcmk3	80	2	remaining	remain	VBG
cord-296717-ay4wcmk3	80	3	of	of	IN
cord-296717-ay4wcmk3	80	4	the	the	DT
cord-296717-ay4wcmk3	80	5	article	article	NN
cord-296717-ay4wcmk3	80	6	is	be	VBZ
cord-296717-ay4wcmk3	80	7	organized	organize	VBN
cord-296717-ay4wcmk3	80	8	as	as	IN
cord-296717-ay4wcmk3	80	9	follows	follow	NNS
cord-296717-ay4wcmk3	80	10	.	.	.
cord-296717-ay4wcmk3	81	1	Section	section	NN
cord-296717-ay4wcmk3	81	2	2	2	CD
cord-296717-ay4wcmk3	81	3	introduces	introduce	VBZ
cord-296717-ay4wcmk3	81	4	iVX	ivx	XX
cord-296717-ay4wcmk3	81	5	and	and	CC
cord-296717-ay4wcmk3	81	6	compiles	compile	VBZ
cord-296717-ay4wcmk3	81	7	sentiment	sentiment	NN
cord-296717-ay4wcmk3	81	8	indexes	index	NNS
cord-296717-ay4wcmk3	81	9	at	at	IN
cord-296717-ay4wcmk3	81	10	different	different	JJ
cord-296717-ay4wcmk3	81	11	levels	level	NNS
cord-296717-ay4wcmk3	81	12	.	.	.
cord-296717-ay4wcmk3	82	1	Section	section	NN
cord-296717-ay4wcmk3	82	2	3	3	CD
cord-296717-ay4wcmk3	82	3	decomposes	decompose	VBZ
cord-296717-ay4wcmk3	82	4	iVX	ivx	XX
cord-296717-ay4wcmk3	82	5	by	by	IN
cord-296717-ay4wcmk3	82	6	EEMD	EEMD	NNP
cord-296717-ay4wcmk3	82	7	to	to	TO
cord-296717-ay4wcmk3	82	8	get	get	VB
cord-296717-ay4wcmk3	82	9	three	three	CD
cord-296717-ay4wcmk3	82	10	components	component	NNS
cord-296717-ay4wcmk3	82	11	and	and	CC
cord-296717-ay4wcmk3	82	12	analyzes	analyze	VBZ
cord-296717-ay4wcmk3	82	13	their	-PRON-	PRP$
cord-296717-ay4wcmk3	82	14	representation	representation	NN
cord-296717-ay4wcmk3	82	15	on	on	IN
cord-296717-ay4wcmk3	82	16	investor	investor	NN
cord-296717-ay4wcmk3	82	17	sentiment	sentiment	NN
cord-296717-ay4wcmk3	82	18	at	at	IN
cord-296717-ay4wcmk3	82	19	different	different	JJ
cord-296717-ay4wcmk3	82	20	levels	level	NNS
cord-296717-ay4wcmk3	82	21	.	.	.
cord-296717-ay4wcmk3	83	1	Section	section	NN
cord-296717-ay4wcmk3	83	2	4	4	CD
cord-296717-ay4wcmk3	83	3	applies	apply	VBZ
cord-296717-ay4wcmk3	83	4	mixed	mix	VBN
cord-296717-ay4wcmk3	83	5	-	-	HYPH
cord-296717-ay4wcmk3	83	6	frequency	frequency	NN
cord-296717-ay4wcmk3	83	7	dynamic	dynamic	JJ
cord-296717-ay4wcmk3	83	8	factor	factor	NN
cord-296717-ay4wcmk3	83	9	analysis	analysis	NN
cord-296717-ay4wcmk3	83	10	to	to	TO
cord-296717-ay4wcmk3	83	11	obtain	obtain	VB
cord-296717-ay4wcmk3	83	12	a	a	DT
cord-296717-ay4wcmk3	83	13	common	common	JJ
cord-296717-ay4wcmk3	83	14	sentiment	sentiment	NN
cord-296717-ay4wcmk3	83	15	factor	factor	NN
cord-296717-ay4wcmk3	83	16	,	,	,
cord-296717-ay4wcmk3	83	17	and	and	CC
cord-296717-ay4wcmk3	83	18	discuss	discuss	VB
cord-296717-ay4wcmk3	83	19	its	-PRON-	PRP$
cord-296717-ay4wcmk3	83	20	relationship	relationship	NN
cord-296717-ay4wcmk3	83	21	with	with	IN
cord-296717-ay4wcmk3	83	22	iVX	iVX	NNP
cord-296717-ay4wcmk3	83	23	.	.	.
cord-296717-ay4wcmk3	84	1	Section	section	NN
cord-296717-ay4wcmk3	84	2	5	5	CD
cord-296717-ay4wcmk3	84	3	is	be	VBZ
cord-296717-ay4wcmk3	84	4	the	the	DT
cord-296717-ay4wcmk3	84	5	robustness	robustness	NN
cord-296717-ay4wcmk3	84	6	test	test	NN
cord-296717-ay4wcmk3	84	7	.	.	.
cord-296717-ay4wcmk3	85	1	Finally	finally	RB
cord-296717-ay4wcmk3	85	2	,	,	,
cord-296717-ay4wcmk3	85	3	this	this	DT
cord-296717-ay4wcmk3	85	4	study	study	NN
cord-296717-ay4wcmk3	85	5	concludes	conclude	VBZ
cord-296717-ay4wcmk3	85	6	with	with	IN
cord-296717-ay4wcmk3	85	7	a	a	DT
cord-296717-ay4wcmk3	85	8	few	few	JJ
cord-296717-ay4wcmk3	85	9	remarks	remark	NNS
cord-296717-ay4wcmk3	85	10	.	.	.
cord-296717-ay4wcmk3	86	1	J	J	NNP
cord-296717-ay4wcmk3	86	2	o	o	NN
cord-296717-ay4wcmk3	86	3	u	u	NN
cord-296717-ay4wcmk3	86	4	r	r	NN
cord-296717-ay4wcmk3	86	5	n	n	NN
cord-296717-ay4wcmk3	86	6	a	a	DT
cord-296717-ay4wcmk3	86	7	l	l	NN
cord-296717-ay4wcmk3	86	8	P	p	NN
cord-296717-ay4wcmk3	86	9	r	r	NN
cord-296717-ay4wcmk3	86	10	e	e	NN
cord-296717-ay4wcmk3	86	11	-p	-p	NN
cord-296717-ay4wcmk3	87	1	r	r	NN
cord-296717-ay4wcmk3	87	2	o	o	NN
cord-296717-ay4wcmk3	87	3	o	o	NN
cord-296717-ay4wcmk3	87	4	f	f	NN
cord-296717-ay4wcmk3	87	5	Chinese	chinese	JJ
cord-296717-ay4wcmk3	87	6	volatility	volatility	NN
cord-296717-ay4wcmk3	87	7	index	index	NN
cord-296717-ay4wcmk3	87	8	iVX	ivx	NN
cord-296717-ay4wcmk3	87	9	,	,	,
cord-296717-ay4wcmk3	87	10	released	release	VBN
cord-296717-ay4wcmk3	87	11	by	by	IN
cord-296717-ay4wcmk3	87	12	the	the	DT
cord-296717-ay4wcmk3	87	13	Shanghai	Shanghai	NNP
cord-296717-ay4wcmk3	87	14	Stock	Stock	NNP
cord-296717-ay4wcmk3	87	15	Exchange	Exchange	NNP
cord-296717-ay4wcmk3	87	16	,	,	,
cord-296717-ay4wcmk3	87	17	can	can	MD
cord-296717-ay4wcmk3	87	18	be	be	VB
cord-296717-ay4wcmk3	87	19	traced	trace	VBN
cord-296717-ay4wcmk3	87	20	back	back	RB
cord-296717-ay4wcmk3	87	21	to	to	IN
cord-296717-ay4wcmk3	87	22	February	February	NNP
cord-296717-ay4wcmk3	87	23	9	9	CD
cord-296717-ay4wcmk3	87	24	,	,	,
cord-296717-ay4wcmk3	87	25	2015	2015	CD
cord-296717-ay4wcmk3	87	26	,	,	,
cord-296717-ay4wcmk3	87	27	and	and	CC
cord-296717-ay4wcmk3	87	28	was	be	VBD
cord-296717-ay4wcmk3	87	29	suspended	suspend	VBN
cord-296717-ay4wcmk3	87	30	on	on	IN
cord-296717-ay4wcmk3	87	31	February	February	NNP
cord-296717-ay4wcmk3	87	32	22	22	CD
cord-296717-ay4wcmk3	87	33	,	,	,
cord-296717-ay4wcmk3	87	34	2018	2018	CD
cord-296717-ay4wcmk3	87	35	for	for	IN
cord-296717-ay4wcmk3	87	36	unknown	unknown	JJ
cord-296717-ay4wcmk3	87	37	reasons	reason	NNS
cord-296717-ay4wcmk3	87	38	.	.	.
cord-296717-ay4wcmk3	88	1	Using	use	VBG
cord-296717-ay4wcmk3	88	2	model	model	NN
cord-296717-ay4wcmk3	88	3	-	-	HYPH
cord-296717-ay4wcmk3	88	4	free	free	JJ
cord-296717-ay4wcmk3	88	5	methodologies	methodology	NNS
cord-296717-ay4wcmk3	88	6	similarly	similarly	RB
cord-296717-ay4wcmk3	88	7	to	to	IN
cord-296717-ay4wcmk3	88	8	VIX	VIX	NNP
cord-296717-ay4wcmk3	88	9	,	,	,
cord-296717-ay4wcmk3	88	10	the	the	DT
cord-296717-ay4wcmk3	88	11	iVX	ivx	NN
cord-296717-ay4wcmk3	88	12	is	be	VBZ
cord-296717-ay4wcmk3	88	13	estimated	estimate	VBN
cord-296717-ay4wcmk3	88	14	from	from	IN
cord-296717-ay4wcmk3	88	15	the	the	DT
cord-296717-ay4wcmk3	88	16	bid	bid	NN
cord-296717-ay4wcmk3	88	17	and	and	CC
cord-296717-ay4wcmk3	88	18	ask	ask	VB
cord-296717-ay4wcmk3	88	19	prices	price	NNS
cord-296717-ay4wcmk3	88	20	of	of	IN
cord-296717-ay4wcmk3	88	21	the	the	DT
cord-296717-ay4wcmk3	88	22	underlying	underlie	VBG
cord-296717-ay4wcmk3	88	23	options	option	NNS
cord-296717-ay4wcmk3	88	24	for	for	IN
cord-296717-ay4wcmk3	88	25	Shanghai	Shanghai	NNP
cord-296717-ay4wcmk3	88	26	50ETF	50etf	CD
cord-296717-ay4wcmk3	88	27	.	.	.
cord-296717-ay4wcmk3	89	1	This	this	DT
cord-296717-ay4wcmk3	89	2	paper	paper	NN
cord-296717-ay4wcmk3	89	3	collects	collect	VBZ
cord-296717-ay4wcmk3	89	4	all	all	PDT
cord-296717-ay4wcmk3	89	5	the	the	DT
cord-296717-ay4wcmk3	89	6	data	datum	NNS
cord-296717-ay4wcmk3	89	7	during	during	IN
cord-296717-ay4wcmk3	89	8	the	the	DT
cord-296717-ay4wcmk3	89	9	iVX	ivx	XX
cord-296717-ay4wcmk3	89	10	release	release	NN
cord-296717-ay4wcmk3	89	11	period	period	NN
cord-296717-ay4wcmk3	89	12	,	,	,
cord-296717-ay4wcmk3	89	13	with	with	IN
cord-296717-ay4wcmk3	89	14	740	740	CD
cord-296717-ay4wcmk3	89	15	effective	effective	JJ
cord-296717-ay4wcmk3	89	16	observations	observation	NNS
cord-296717-ay4wcmk3	89	17	from	from	IN
cord-296717-ay4wcmk3	89	18	the	the	DT
cord-296717-ay4wcmk3	89	19	WIND	wind	NN
cord-296717-ay4wcmk3	89	20	database	database	NN
cord-296717-ay4wcmk3	89	21	.	.	.
cord-296717-ay4wcmk3	90	1	and	and	CC
cord-296717-ay4wcmk3	90	2	50ETF	50ETF	NNP
cord-296717-ay4wcmk3	90	3	's	's	POS
cord-296717-ay4wcmk3	90	4	variation	variation	NN
cord-296717-ay4wcmk3	90	5	Δ50ETF	δ50etf	NN
cord-296717-ay4wcmk3	90	6	in	in	IN
cord-296717-ay4wcmk3	90	7	the	the	DT
cord-296717-ay4wcmk3	90	8	sample	sample	NN
cord-296717-ay4wcmk3	90	9	period	period	NN
cord-296717-ay4wcmk3	90	10	,	,	,
cord-296717-ay4wcmk3	90	11	respectively	respectively	RB
cord-296717-ay4wcmk3	90	12	.	.	.
cord-296717-ay4wcmk3	91	1	It	-PRON-	PRP
cord-296717-ay4wcmk3	91	2	is	be	VBZ
cord-296717-ay4wcmk3	91	3	clearly	clearly	RB
cord-296717-ay4wcmk3	91	4	visible	visible	JJ
cord-296717-ay4wcmk3	91	5	from	from	IN
cord-296717-ay4wcmk3	91	6	the	the	DT
cord-296717-ay4wcmk3	91	7	graphs	graph	NNS
cord-296717-ay4wcmk3	91	8	that	that	IN
cord-296717-ay4wcmk3	91	9	when	when	WRB
cord-296717-ay4wcmk3	91	10	the	the	DT
cord-296717-ay4wcmk3	91	11	Chinese	chinese	JJ
cord-296717-ay4wcmk3	91	12	stock	stock	NN
cord-296717-ay4wcmk3	91	13	market	market	NN
cord-296717-ay4wcmk3	91	14	falls	fall	VBZ
cord-296717-ay4wcmk3	91	15	sharply	sharply	RB
cord-296717-ay4wcmk3	91	16	in	in	IN
cord-296717-ay4wcmk3	91	17	mid-2015	mid-2015	NN
cord-296717-ay4wcmk3	91	18	,	,	,
cord-296717-ay4wcmk3	91	19	iVX	iVX	NNP
cord-296717-ay4wcmk3	91	20	rises	rise	VBZ
cord-296717-ay4wcmk3	91	21	to	to	IN
cord-296717-ay4wcmk3	91	22	a	a	DT
cord-296717-ay4wcmk3	91	23	historical	historical	JJ
cord-296717-ay4wcmk3	91	24	peak	peak	NN
cord-296717-ay4wcmk3	91	25	of	of	IN
cord-296717-ay4wcmk3	91	26	63.79	63.79	CD
cord-296717-ay4wcmk3	91	27	,	,	,
cord-296717-ay4wcmk3	91	28	which	which	WDT
cord-296717-ay4wcmk3	91	29	suggests	suggest	VBZ
cord-296717-ay4wcmk3	91	30	iVX	iVX	NNP
cord-296717-ay4wcmk3	91	31	is	be	VBZ
cord-296717-ay4wcmk3	91	32	negatively	negatively	RB
cord-296717-ay4wcmk3	91	33	related	relate	VBN
cord-296717-ay4wcmk3	91	34	to	to	IN
cord-296717-ay4wcmk3	91	35	the	the	DT
cord-296717-ay4wcmk3	91	36	underlying	underlie	VBG
cord-296717-ay4wcmk3	91	37	assets	asset	NNS
cord-296717-ay4wcmk3	91	38	to	to	IN
cord-296717-ay4wcmk3	91	39	a	a	DT
cord-296717-ay4wcmk3	91	40	certain	certain	JJ
cord-296717-ay4wcmk3	91	41	extent	extent	NN
cord-296717-ay4wcmk3	91	42	.	.	.
cord-296717-ay4wcmk3	92	1	The	the	DT
cord-296717-ay4wcmk3	92	2	left	left	JJ
cord-296717-ay4wcmk3	92	3	vertical	vertical	JJ
cord-296717-ay4wcmk3	92	4	axis	axis	NN
cord-296717-ay4wcmk3	92	5	depicts	depict	VBZ
cord-296717-ay4wcmk3	92	6	ΔiVX	ΔiVX	NNP
cord-296717-ay4wcmk3	92	7	and	and	CC
cord-296717-ay4wcmk3	92	8	the	the	DT
cord-296717-ay4wcmk3	92	9	right	right	NN
cord-296717-ay4wcmk3	92	10	depicts	depict	VBZ
cord-296717-ay4wcmk3	92	11	Δ50ETF	Δ50ETF	NNP
cord-296717-ay4wcmk3	92	12	.	.	.
cord-296717-ay4wcmk3	93	1	(	(	-LRB-
cord-296717-ay4wcmk3	93	2	EXCEL	EXCEL	NNP
cord-296717-ay4wcmk3	93	3	format	format	NN
cord-296717-ay4wcmk3	93	4	,	,	,
cord-296717-ay4wcmk3	93	5	1-column	1-column	CD
cord-296717-ay4wcmk3	93	6	fitting	fitting	JJ
cord-296717-ay4wcmk3	93	7	image	image	NN
cord-296717-ay4wcmk3	93	8	)	)	-RRB-
cord-296717-ay4wcmk3	93	9	，	，	.
cord-296717-ay4wcmk3	94	1	Table	table	NN
cord-296717-ay4wcmk3	94	2	1	1	CD
cord-296717-ay4wcmk3	94	3	reports	report	VBZ
cord-296717-ay4wcmk3	94	4	the	the	DT
cord-296717-ay4wcmk3	94	5	summary	summary	NN
cord-296717-ay4wcmk3	94	6	statistics	statistic	NNS
cord-296717-ay4wcmk3	94	7	for	for	IN
cord-296717-ay4wcmk3	94	8	iVX	iVX	NNP
cord-296717-ay4wcmk3	94	9	and	and	CC
cord-296717-ay4wcmk3	94	10	ΔiVX	ΔiVX	NNP
cord-296717-ay4wcmk3	94	11	.	.	.
cord-296717-ay4wcmk3	95	1	The	the	DT
cord-296717-ay4wcmk3	95	2	mean	mean	JJ
cord-296717-ay4wcmk3	95	3	value	value	NN
cord-296717-ay4wcmk3	95	4	of	of	IN
cord-296717-ay4wcmk3	95	5	iVX	iVX	NNP
cord-296717-ay4wcmk3	95	6	is	be	VBZ
cord-296717-ay4wcmk3	95	7	23.879	23.879	CD
cord-296717-ay4wcmk3	95	8	and	and	CC
cord-296717-ay4wcmk3	95	9	ΔiVX	ΔiVX	NNP
cord-296717-ay4wcmk3	95	10	is	be	VBZ
cord-296717-ay4wcmk3	95	11	approximately	approximately	RB
cord-296717-ay4wcmk3	95	12	zero	zero	CD
cord-296717-ay4wcmk3	95	13	.	.	.
cord-296717-ay4wcmk3	96	1	The	the	DT
cord-296717-ay4wcmk3	96	2	two	two	CD
cord-296717-ay4wcmk3	96	3	are	be	VBP
cord-296717-ay4wcmk3	96	4	both	both	DT
cord-296717-ay4wcmk3	96	5	positively	positively	RB
cord-296717-ay4wcmk3	96	6	skewed	skewed	JJ
cord-296717-ay4wcmk3	96	7	.	.	.
cord-296717-ay4wcmk3	97	1	ΔiVX	ΔiVX	NNP
cord-296717-ay4wcmk3	97	2	presents	present	VBZ
cord-296717-ay4wcmk3	97	3	excess	excess	JJ
cord-296717-ay4wcmk3	97	4	kurtosis	kurtosis	NN
cord-296717-ay4wcmk3	97	5	while	while	IN
cord-296717-ay4wcmk3	97	6	iVX	iVX	NNP
cord-296717-ay4wcmk3	97	7	does	do	VBZ
cord-296717-ay4wcmk3	97	8	not	not	RB
cord-296717-ay4wcmk3	97	9	.	.	.
cord-296717-ay4wcmk3	98	1	The	the	DT
cord-296717-ay4wcmk3	98	2	above	above	JJ
cord-296717-ay4wcmk3	98	3	two	two	CD
cord-296717-ay4wcmk3	98	4	points	point	NNS
cord-296717-ay4wcmk3	98	5	suggest	suggest	VBP
cord-296717-ay4wcmk3	98	6	that	that	IN
cord-296717-ay4wcmk3	98	7	big	big	JJ
cord-296717-ay4wcmk3	98	8	positive	positive	JJ
cord-296717-ay4wcmk3	98	9	changes	change	NNS
cord-296717-ay4wcmk3	98	10	of	of	IN
cord-296717-ay4wcmk3	98	11	iVX	iVX	NNP
cord-296717-ay4wcmk3	98	12	occur	occur	VBP
cord-296717-ay4wcmk3	98	13	more	more	RBR
cord-296717-ay4wcmk3	98	14	frequently	frequently	RB
cord-296717-ay4wcmk3	98	15	than	than	IN
cord-296717-ay4wcmk3	98	16	large	large	JJ
cord-296717-ay4wcmk3	98	17	negative	negative	JJ
cord-296717-ay4wcmk3	98	18	changes	change	NNS
cord-296717-ay4wcmk3	98	19	and	and	CC
cord-296717-ay4wcmk3	98	20	vice	vice	NN
cord-296717-ay4wcmk3	98	21	versa	versa	RB
cord-296717-ay4wcmk3	98	22	.	.	.
cord-296717-ay4wcmk3	99	1	The	the	DT
cord-296717-ay4wcmk3	99	2	reported	report	VBN
cord-296717-ay4wcmk3	99	3	first	first	JJ
cord-296717-ay4wcmk3	99	4	-	-	HYPH
cord-296717-ay4wcmk3	99	5	order	order	NN
cord-296717-ay4wcmk3	99	6	autocorrelations	autocorrelation	NNS
cord-296717-ay4wcmk3	99	7	show	show	VBP
cord-296717-ay4wcmk3	99	8	that	that	IN
cord-296717-ay4wcmk3	99	9	iVX	iVX	NNP
cord-296717-ay4wcmk3	99	10	is	be	VBZ
cord-296717-ay4wcmk3	99	11	highly	highly	RB
cord-296717-ay4wcmk3	99	12	persistent	persistent	JJ
cord-296717-ay4wcmk3	99	13	,	,	,
cord-296717-ay4wcmk3	99	14	but	but	CC
cord-296717-ay4wcmk3	99	15	ΔiVX	ΔiVX	NNP
cord-296717-ay4wcmk3	99	16	is	be	VBZ
cord-296717-ay4wcmk3	99	17	not	not	RB
cord-296717-ay4wcmk3	99	18	.	.	.
cord-296717-ay4wcmk3	100	1	The	the	DT
cord-296717-ay4wcmk3	100	2	Augmented	Augmented	NNP
cord-296717-ay4wcmk3	100	3	Dickey	Dickey	NNP
cord-296717-ay4wcmk3	100	4	Fuller	Fuller	NNP
cord-296717-ay4wcmk3	100	5	(	(	-LRB-
cord-296717-ay4wcmk3	100	6	ADF	ADF	NNP
cord-296717-ay4wcmk3	100	7	)	)	-RRB-
cord-296717-ay4wcmk3	100	8	and	and	CC
cord-296717-ay4wcmk3	100	9	PP	PP	NNP
cord-296717-ay4wcmk3	100	10	tests	test	NNS
cord-296717-ay4wcmk3	100	11	on	on	IN
cord-296717-ay4wcmk3	100	12	the	the	DT
cord-296717-ay4wcmk3	100	13	levels	level	NNS
cord-296717-ay4wcmk3	100	14	,	,	,
cord-296717-ay4wcmk3	100	15	reject	reject	VB
cord-296717-ay4wcmk3	100	16	the	the	DT
cord-296717-ay4wcmk3	100	17	null	null	JJ
cord-296717-ay4wcmk3	100	18	hypothesis	hypothesis	NN
cord-296717-ay4wcmk3	100	19	of	of	IN
cord-296717-ay4wcmk3	100	20	unit	unit	NN
cord-296717-ay4wcmk3	100	21	root	root	NN
cord-296717-ay4wcmk3	100	22	for	for	IN
cord-296717-ay4wcmk3	100	23	ΔiVX	ΔiVX	NNP
cord-296717-ay4wcmk3	100	24	,	,	,
cord-296717-ay4wcmk3	100	25	while	while	IN
cord-296717-ay4wcmk3	100	26	accepts	accept	VBZ
cord-296717-ay4wcmk3	100	27	for	for	IN
cord-296717-ay4wcmk3	100	28	iVX	ivx	XX
cord-296717-ay4wcmk3	100	29	.	.	.
cord-296717-ay4wcmk3	101	1	hypothesis	hypothesis	NN
cord-296717-ay4wcmk3	101	2	at	at	IN
cord-296717-ay4wcmk3	101	3	the	the	DT
cord-296717-ay4wcmk3	101	4	1	1	CD
cord-296717-ay4wcmk3	101	5	%	%	NN
cord-296717-ay4wcmk3	101	6	,	,	,
cord-296717-ay4wcmk3	101	7	5	5	CD
cord-296717-ay4wcmk3	101	8	%	%	NN
cord-296717-ay4wcmk3	101	9	and	and	CC
cord-296717-ay4wcmk3	101	10	10	10	CD
cord-296717-ay4wcmk3	101	11	%	%	NN
cord-296717-ay4wcmk3	101	12	significance	significance	NN
cord-296717-ay4wcmk3	101	13	levels	level	NNS
cord-296717-ay4wcmk3	101	14	,	,	,
cord-296717-ay4wcmk3	101	15	respectively	respectively	RB
cord-296717-ay4wcmk3	101	16	.	.	.
cord-296717-ay4wcmk3	102	1	Investor	investor	NN
cord-296717-ay4wcmk3	102	2	sentiment	sentiment	NN
cord-296717-ay4wcmk3	102	3	reflects	reflect	VBZ
cord-296717-ay4wcmk3	102	4	the	the	DT
cord-296717-ay4wcmk3	102	5	expectation	expectation	NN
cord-296717-ay4wcmk3	102	6	of	of	IN
cord-296717-ay4wcmk3	102	7	investors	investor	NNS
cord-296717-ay4wcmk3	102	8	for	for	IN
cord-296717-ay4wcmk3	102	9	the	the	DT
cord-296717-ay4wcmk3	102	10	future	future	JJ
cord-296717-ay4wcmk3	102	11	economy	economy	NN
cord-296717-ay4wcmk3	102	12	and	and	CC
cord-296717-ay4wcmk3	102	13	stock	stock	NN
cord-296717-ay4wcmk3	102	14	market	market	NN
cord-296717-ay4wcmk3	102	15	.	.	.
cord-296717-ay4wcmk3	103	1	This	this	DT
cord-296717-ay4wcmk3	103	2	paper	paper	NN
cord-296717-ay4wcmk3	103	3	builds	build	VBZ
cord-296717-ay4wcmk3	103	4	a	a	DT
cord-296717-ay4wcmk3	103	5	three	three	CD
cord-296717-ay4wcmk3	103	6	-	-	HYPH
cord-296717-ay4wcmk3	103	7	dimensional	dimensional	JJ
cord-296717-ay4wcmk3	103	8	measurement	measurement	NN
cord-296717-ay4wcmk3	103	9	system	system	NN
cord-296717-ay4wcmk3	103	10	of	of	IN
cord-296717-ay4wcmk3	103	11	investor	investor	NN
cord-296717-ay4wcmk3	103	12	sentiment	sentiment	NN
cord-296717-ay4wcmk3	103	13	,	,	,
cord-296717-ay4wcmk3	103	14	which	which	WDT
cord-296717-ay4wcmk3	103	15	depicts	depict	VBZ
cord-296717-ay4wcmk3	103	16	sentiment	sentiment	NN
cord-296717-ay4wcmk3	103	17	from	from	IN
cord-296717-ay4wcmk3	103	18	three	three	CD
cord-296717-ay4wcmk3	103	19	levels	level	NNS
cord-296717-ay4wcmk3	103	20	:	:	:
cord-296717-ay4wcmk3	103	21	macro	macro	NNP
cord-296717-ay4wcmk3	103	22	,	,	,
cord-296717-ay4wcmk3	103	23	meso	meso	NNP
cord-296717-ay4wcmk3	103	24	and	and	CC
cord-296717-ay4wcmk3	103	25	micro	micro	NNP
cord-296717-ay4wcmk3	103	26	.	.	.
cord-296717-ay4wcmk3	104	1	Among	among	IN
cord-296717-ay4wcmk3	104	2	them	-PRON-	PRP
cord-296717-ay4wcmk3	104	3	,	,	,
cord-296717-ay4wcmk3	104	4	macro	macro	JJ
cord-296717-ay4wcmk3	104	5	level	level	NN
cord-296717-ay4wcmk3	104	6	quantifies	quantify	VBZ
cord-296717-ay4wcmk3	104	7	investor	investor	NN
cord-296717-ay4wcmk3	104	8	sentiment	sentiment	NN
cord-296717-ay4wcmk3	104	9	towards	towards	IN
cord-296717-ay4wcmk3	104	10	the	the	DT
cord-296717-ay4wcmk3	104	11	whole	whole	JJ
cord-296717-ay4wcmk3	104	12	economy	economy	NN
cord-296717-ay4wcmk3	104	13	;	;	:
cord-296717-ay4wcmk3	104	14	meso	meso	JJ
cord-296717-ay4wcmk3	104	15	level	level	NN
cord-296717-ay4wcmk3	104	16	measures	measure	NNS
cord-296717-ay4wcmk3	104	17	investor	investor	NN
cord-296717-ay4wcmk3	104	18	sentiment	sentiment	NN
cord-296717-ay4wcmk3	104	19	towards	towards	IN
cord-296717-ay4wcmk3	104	20	the	the	DT
cord-296717-ay4wcmk3	104	21	stock	stock	NN
cord-296717-ay4wcmk3	104	22	market	market	NN
cord-296717-ay4wcmk3	104	23	;	;	:
cord-296717-ay4wcmk3	104	24	and	and	CC
cord-296717-ay4wcmk3	104	25	micro	micro	JJ
cord-296717-ay4wcmk3	104	26	level	level	NN
cord-296717-ay4wcmk3	104	27	shows	show	VBZ
cord-296717-ay4wcmk3	104	28	investor	investor	NN
cord-296717-ay4wcmk3	104	29	sentiment	sentiment	NN
cord-296717-ay4wcmk3	104	30	towards	towards	IN
cord-296717-ay4wcmk3	104	31	each	each	DT
cord-296717-ay4wcmk3	104	32	individual	individual	JJ
cord-296717-ay4wcmk3	104	33	stock	stock	NN
cord-296717-ay4wcmk3	104	34	.	.	.
cord-296717-ay4wcmk3	105	1	The	the	DT
cord-296717-ay4wcmk3	105	2	three	three	CD
cord-296717-ay4wcmk3	105	3	levels	level	NNS
cord-296717-ay4wcmk3	105	4	of	of	IN
cord-296717-ay4wcmk3	105	5	sentiment	sentiment	NN
cord-296717-ay4wcmk3	105	6	index	index	NN
cord-296717-ay4wcmk3	105	7	are	be	VBP
cord-296717-ay4wcmk3	105	8	monthly	monthly	JJ
cord-296717-ay4wcmk3	105	9	,	,	,
cord-296717-ay4wcmk3	105	10	weekly	weekly	JJ
cord-296717-ay4wcmk3	105	11	and	and	CC
cord-296717-ay4wcmk3	105	12	daily	daily	JJ
cord-296717-ay4wcmk3	105	13	data	datum	NNS
cord-296717-ay4wcmk3	105	14	separately	separately	RB
cord-296717-ay4wcmk3	105	15	.	.	.
cord-296717-ay4wcmk3	106	1	In	in	IN
cord-296717-ay4wcmk3	106	2	order	order	NN
cord-296717-ay4wcmk3	106	3	to	to	TO
cord-296717-ay4wcmk3	106	4	reflect	reflect	VB
cord-296717-ay4wcmk3	106	5	the	the	DT
cord-296717-ay4wcmk3	106	6	latest	late	JJS
cord-296717-ay4wcmk3	106	7	situation	situation	NN
cord-296717-ay4wcmk3	106	8	of	of	IN
cord-296717-ay4wcmk3	106	9	economic	economic	JJ
cord-296717-ay4wcmk3	106	10	development	development	NN
cord-296717-ay4wcmk3	106	11	in	in	IN
cord-296717-ay4wcmk3	106	12	time	time	NN
cord-296717-ay4wcmk3	106	13	,	,	,
cord-296717-ay4wcmk3	106	14	taking	take	VBG
cord-296717-ay4wcmk3	106	15	into	into	IN
cord-296717-ay4wcmk3	106	16	account	account	NN
cord-296717-ay4wcmk3	106	17	the	the	DT
cord-296717-ay4wcmk3	106	18	representativeness	representativeness	NN
cord-296717-ay4wcmk3	106	19	of	of	IN
cord-296717-ay4wcmk3	106	20	China	China	NNP
cord-296717-ay4wcmk3	106	21	's	's	POS
cord-296717-ay4wcmk3	106	22	macroeconomic	macroeconomic	JJ
cord-296717-ay4wcmk3	106	23	cycle	cycle	NN
cord-296717-ay4wcmk3	106	24	variables	variable	NNS
cord-296717-ay4wcmk3	106	25	and	and	CC
cord-296717-ay4wcmk3	106	26	the	the	DT
cord-296717-ay4wcmk3	106	27	availability	availability	NN
cord-296717-ay4wcmk3	106	28	of	of	IN
cord-296717-ay4wcmk3	106	29	data	datum	NNS
cord-296717-ay4wcmk3	106	30	,	,	,
cord-296717-ay4wcmk3	106	31	this	this	DT
cord-296717-ay4wcmk3	106	32	paper	paper	NN
cord-296717-ay4wcmk3	106	33	uses	use	VBZ
cord-296717-ay4wcmk3	106	34	the	the	DT
cord-296717-ay4wcmk3	106	35	Purchasing	Purchasing	NNP
cord-296717-ay4wcmk3	106	36	Manager	Manager	NNP
cord-296717-ay4wcmk3	106	37	Index	Index	NNP
cord-296717-ay4wcmk3	106	38	(	(	-LRB-
cord-296717-ay4wcmk3	106	39	PMI	PMI	NNP
cord-296717-ay4wcmk3	106	40	)	)	-RRB-
cord-296717-ay4wcmk3	106	41	and	and	CC
cord-296717-ay4wcmk3	106	42	Production	Production	NNP
cord-296717-ay4wcmk3	106	43	Price	Price	NNP
cord-296717-ay4wcmk3	106	44	Index	Index	NNP
cord-296717-ay4wcmk3	106	45	(	(	-LRB-
cord-296717-ay4wcmk3	106	46	PPI	PPI	NNP
cord-296717-ay4wcmk3	106	47	)	)	-RRB-
cord-296717-ay4wcmk3	106	48	on	on	IN
cord-296717-ay4wcmk3	106	49	the	the	DT
cord-296717-ay4wcmk3	106	50	production	production	NN
cord-296717-ay4wcmk3	106	51	side	side	NN
cord-296717-ay4wcmk3	106	52	,	,	,
cord-296717-ay4wcmk3	106	53	the	the	DT
cord-296717-ay4wcmk3	106	54	Consumer	Consumer	NNP
cord-296717-ay4wcmk3	106	55	Satisfaction	Satisfaction	NNP
cord-296717-ay4wcmk3	106	56	Index	Index	NNP
cord-296717-ay4wcmk3	106	57	(	(	-LRB-
cord-296717-ay4wcmk3	106	58	SI	SI	NNP
cord-296717-ay4wcmk3	106	59	)	)	-RRB-
cord-296717-ay4wcmk3	106	60	,	,	,
cord-296717-ay4wcmk3	106	61	Consumer	Consumer	NNP
cord-296717-ay4wcmk3	106	62	Price	Price	NNP
cord-296717-ay4wcmk3	106	63	Index	Index	NNP
cord-296717-ay4wcmk3	106	64	(	(	-LRB-
cord-296717-ay4wcmk3	106	65	CPI	CPI	NNP
cord-296717-ay4wcmk3	106	66	)	)	-RRB-
cord-296717-ay4wcmk3	106	67	and	and	CC
cord-296717-ay4wcmk3	106	68	total	total	JJ
cord-296717-ay4wcmk3	106	69	retail	retail	JJ
cord-296717-ay4wcmk3	106	70	sales	sale	NNS
cord-296717-ay4wcmk3	106	71	of	of	IN
cord-296717-ay4wcmk3	106	72	consumer	consumer	NN
cord-296717-ay4wcmk3	106	73	goods	good	NNS
cord-296717-ay4wcmk3	106	74	(	(	-LRB-
cord-296717-ay4wcmk3	106	75	RSCD	RSCD	NNP
cord-296717-ay4wcmk3	106	76	)	)	-RRB-
cord-296717-ay4wcmk3	106	77	on	on	IN
cord-296717-ay4wcmk3	106	78	the	the	DT
cord-296717-ay4wcmk3	106	79	consumer	consumer	NN
cord-296717-ay4wcmk3	106	80	side	side	NN
cord-296717-ay4wcmk3	106	81	,	,	,
cord-296717-ay4wcmk3	106	82	and	and	CC
cord-296717-ay4wcmk3	106	83	the	the	DT
cord-296717-ay4wcmk3	106	84	consistent	consistent	JJ
cord-296717-ay4wcmk3	106	85	index	index	NN
cord-296717-ay4wcmk3	106	86	of	of	IN
cord-296717-ay4wcmk3	106	87	business	business	NN
cord-296717-ay4wcmk3	106	88	climate	climate	NN
cord-296717-ay4wcmk3	106	89	index	index	NN
cord-296717-ay4wcmk3	106	90	(	(	-LRB-
cord-296717-ay4wcmk3	106	91	CBCI	CBCI	NNP
cord-296717-ay4wcmk3	106	92	)	)	-RRB-
cord-296717-ay4wcmk3	106	93	indicating	indicate	VBG
cord-296717-ay4wcmk3	106	94	the	the	DT
cord-296717-ay4wcmk3	106	95	economic	economic	JJ
cord-296717-ay4wcmk3	106	96	boom	boom	NN
cord-296717-ay4wcmk3	106	97	and	and	CC
cord-296717-ay4wcmk3	106	98	bust	bust	NN
cord-296717-ay4wcmk3	106	99	issued	issue	VBN
cord-296717-ay4wcmk3	106	100	by	by	IN
cord-296717-ay4wcmk3	106	101	the	the	DT
cord-296717-ay4wcmk3	106	102	China	China	NNP
cord-296717-ay4wcmk3	106	103	Economic	Economic	NNP
cord-296717-ay4wcmk3	106	104	Prosperity	Prosperity	NNP
cord-296717-ay4wcmk3	106	105	Monitoring	Monitoring	NNP
cord-296717-ay4wcmk3	106	106	Center	Center	NNP
cord-296717-ay4wcmk3	106	107	,	,	,
cord-296717-ay4wcmk3	106	108	to	to	TO
cord-296717-ay4wcmk3	106	109	form	form	VB
cord-296717-ay4wcmk3	106	110	a	a	DT
cord-296717-ay4wcmk3	106	111	composite	composite	JJ
cord-296717-ay4wcmk3	106	112	macro	macro	JJ
cord-296717-ay4wcmk3	106	113	-	-	HYPH
cord-296717-ay4wcmk3	106	114	level	level	NN
cord-296717-ay4wcmk3	106	115	index	index	NN
cord-296717-ay4wcmk3	106	116	of	of	IN
cord-296717-ay4wcmk3	106	117	sentiment	sentiment	NN
cord-296717-ay4wcmk3	106	118	.	.	.
cord-296717-ay4wcmk3	107	1	These	these	DT
cord-296717-ay4wcmk3	107	2	data	datum	NNS
cord-296717-ay4wcmk3	107	3	are	be	VBP
cord-296717-ay4wcmk3	107	4	monthly	monthly	JJ
cord-296717-ay4wcmk3	107	5	and	and	CC
cord-296717-ay4wcmk3	107	6	from	from	IN
cord-296717-ay4wcmk3	107	7	WIND	wind	NN
cord-296717-ay4wcmk3	107	8	database	database	NN
cord-296717-ay4wcmk3	107	9	.	.	.
cord-296717-ay4wcmk3	108	1	(	(	-LRB-
cord-296717-ay4wcmk3	108	2	EXCEL	EXCEL	NNP
cord-296717-ay4wcmk3	108	3	format	format	NN
cord-296717-ay4wcmk3	108	4	,	,	,
cord-296717-ay4wcmk3	108	5	1-column	1-column	CD
cord-296717-ay4wcmk3	108	6	fitting	fitting	JJ
cord-296717-ay4wcmk3	108	7	image	image	NN
cord-296717-ay4wcmk3	108	8	)	)	-RRB-
cord-296717-ay4wcmk3	108	9	，	，	.
cord-296717-ay4wcmk3	109	1	Further	further	RB
cord-296717-ay4wcmk3	109	2	,	,	,
cord-296717-ay4wcmk3	109	3	considering	consider	VBG
cord-296717-ay4wcmk3	109	4	the	the	DT
cord-296717-ay4wcmk3	109	5	fact	fact	NN
cord-296717-ay4wcmk3	109	6	that	that	IN
cord-296717-ay4wcmk3	109	7	some	some	DT
cord-296717-ay4wcmk3	109	8	variables	variable	NNS
cord-296717-ay4wcmk3	109	9	take	take	VBP
cord-296717-ay4wcmk3	109	10	longer	long	JJR
cord-296717-ay4wcmk3	109	11	to	to	TO
cord-296717-ay4wcmk3	109	12	reveal	reveal	VB
cord-296717-ay4wcmk3	109	13	the	the	DT
cord-296717-ay4wcmk3	109	14	same	same	JJ
cord-296717-ay4wcmk3	109	15	sentiment	sentiment	NN
cord-296717-ay4wcmk3	109	16	(	(	-LRB-
cord-296717-ay4wcmk3	109	17	Baker	Baker	NNP
cord-296717-ay4wcmk3	109	18	and	and	CC
cord-296717-ay4wcmk3	109	19	Wurgler	Wurgler	NNP
cord-296717-ay4wcmk3	109	20	,	,	,
cord-296717-ay4wcmk3	109	21	2006	2006	CD
cord-296717-ay4wcmk3	109	22	)	)	-RRB-
cord-296717-ay4wcmk3	109	23	,	,	,
cord-296717-ay4wcmk3	109	24	if	if	IN
cord-296717-ay4wcmk3	109	25	the	the	DT
cord-296717-ay4wcmk3	109	26	variables	variable	NNS
cord-296717-ay4wcmk3	109	27	are	be	VBP
cord-296717-ay4wcmk3	109	28	synthesized	synthesize	VBN
cord-296717-ay4wcmk3	109	29	directly	directly	RB
cord-296717-ay4wcmk3	109	30	in	in	IN
cord-296717-ay4wcmk3	109	31	the	the	DT
cord-296717-ay4wcmk3	109	32	same	same	JJ
cord-296717-ay4wcmk3	109	33	period	period	NN
cord-296717-ay4wcmk3	109	34	,	,	,
cord-296717-ay4wcmk3	109	35	the	the	DT
cord-296717-ay4wcmk3	109	36	composite	composite	JJ
cord-296717-ay4wcmk3	109	37	index	index	NN
cord-296717-ay4wcmk3	109	38	will	will	MD
cord-296717-ay4wcmk3	109	39	not	not	RB
cord-296717-ay4wcmk3	109	40	effectively	effectively	RB
cord-296717-ay4wcmk3	109	41	reflect	reflect	VB
cord-296717-ay4wcmk3	109	42	the	the	DT
cord-296717-ay4wcmk3	109	43	market	market	NN
cord-296717-ay4wcmk3	109	44	sentiment	sentiment	NN
cord-296717-ay4wcmk3	109	45	movement	movement	NN
cord-296717-ay4wcmk3	109	46	.	.	.
cord-296717-ay4wcmk3	110	1	Referring	refer	VBG
cord-296717-ay4wcmk3	110	2	to	to	IN
cord-296717-ay4wcmk3	110	3	Baker	Baker	NNP
cord-296717-ay4wcmk3	110	4	and	and	CC
cord-296717-ay4wcmk3	110	5	Wurgler	Wurgler	NNP
cord-296717-ay4wcmk3	110	6	(	(	-LRB-
cord-296717-ay4wcmk3	110	7	2006	2006	CD
cord-296717-ay4wcmk3	110	8	)	)	-RRB-
cord-296717-ay4wcmk3	110	9	,	,	,
cord-296717-ay4wcmk3	110	10	this	this	DT
cord-296717-ay4wcmk3	110	11	paper	paper	NN
cord-296717-ay4wcmk3	110	12	uses	use	VBZ
cord-296717-ay4wcmk3	110	13	the	the	DT
cord-296717-ay4wcmk3	110	14	following	following	JJ
cord-296717-ay4wcmk3	110	15	two	two	CD
cord-296717-ay4wcmk3	110	16	(	(	-LRB-
cord-296717-ay4wcmk3	110	17	EXCEL	EXCEL	NNP
cord-296717-ay4wcmk3	110	18	format	format	NN
cord-296717-ay4wcmk3	110	19	,	,	,
cord-296717-ay4wcmk3	110	20	1-column	1-column	CD
cord-296717-ay4wcmk3	110	21	fitting	fitting	JJ
cord-296717-ay4wcmk3	110	22	image	image	NN
cord-296717-ay4wcmk3	110	23	)	)	-RRB-
cord-296717-ay4wcmk3	110	24	，	，	,
cord-296717-ay4wcmk3	110	25	The	the	DT
cord-296717-ay4wcmk3	110	26	formation	formation	NN
cord-296717-ay4wcmk3	110	27	of	of	IN
cord-296717-ay4wcmk3	110	28	the	the	DT
cord-296717-ay4wcmk3	110	29	investor	investor	NN
cord-296717-ay4wcmk3	110	30	sentiment	sentiment	NN
cord-296717-ay4wcmk3	110	31	index	index	NN
cord-296717-ay4wcmk3	110	32	at	at	IN
cord-296717-ay4wcmk3	110	33	the	the	DT
cord-296717-ay4wcmk3	110	34	meso	meso	NN
cord-296717-ay4wcmk3	110	35	level	level	NN
cord-296717-ay4wcmk3	110	36	is	be	VBZ
cord-296717-ay4wcmk3	110	37	mainly	mainly	RB
cord-296717-ay4wcmk3	110	38	based	base	VBN
cord-296717-ay4wcmk3	110	39	on	on	IN
cord-296717-ay4wcmk3	110	40	the	the	DT
cord-296717-ay4wcmk3	110	41	method	method	NN
cord-296717-ay4wcmk3	110	42	of	of	IN
cord-296717-ay4wcmk3	110	43	Wurgler	Wurgler	NNP
cord-296717-ay4wcmk3	110	44	(	(	-LRB-
cord-296717-ay4wcmk3	110	45	2006	2006	CD
cord-296717-ay4wcmk3	110	46	,	,	,
cord-296717-ay4wcmk3	110	47	2007	2007	CD
cord-296717-ay4wcmk3	110	48	)	)	-RRB-
cord-296717-ay4wcmk3	110	49	.	.	.
cord-296717-ay4wcmk3	111	1	The	the	DT
cord-296717-ay4wcmk3	111	2	six	six	CD
cord-296717-ay4wcmk3	111	3	proxy	proxy	NN
cord-296717-ay4wcmk3	111	4	variables	variable	NNS
cord-296717-ay4wcmk3	111	5	they	-PRON-	PRP
cord-296717-ay4wcmk3	111	6	selected	select	VBD
cord-296717-ay4wcmk3	111	7	are	be	VBP
cord-296717-ay4wcmk3	111	8	:	:	:
cord-296717-ay4wcmk3	111	9	the	the	DT
cord-296717-ay4wcmk3	111	10	closed	closed	JJ
cord-296717-ay4wcmk3	111	11	-	-	HYPH
cord-296717-ay4wcmk3	111	12	end	end	NN
cord-296717-ay4wcmk3	111	13	fund	fund	NN
cord-296717-ay4wcmk3	111	14	discount	discount	NN
cord-296717-ay4wcmk3	111	15	,	,	,
cord-296717-ay4wcmk3	111	16	NYSE	NYSE	NNP
cord-296717-ay4wcmk3	111	17	share	share	NN
cord-296717-ay4wcmk3	111	18	turnover	turnover	NN
cord-296717-ay4wcmk3	111	19	,	,	,
cord-296717-ay4wcmk3	111	20	the	the	DT
cord-296717-ay4wcmk3	111	21	number	number	NN
cord-296717-ay4wcmk3	111	22	and	and	CC
cord-296717-ay4wcmk3	111	23	average	average	JJ
cord-296717-ay4wcmk3	111	24	first	first	JJ
cord-296717-ay4wcmk3	111	25	-	-	HYPH
cord-296717-ay4wcmk3	111	26	day	day	NN
cord-296717-ay4wcmk3	111	27	returns	return	NNS
cord-296717-ay4wcmk3	111	28	on	on	IN
cord-296717-ay4wcmk3	111	29	IPOs	ipo	NNS
cord-296717-ay4wcmk3	111	30	,	,	,
cord-296717-ay4wcmk3	111	31	the	the	DT
cord-296717-ay4wcmk3	111	32	equity	equity	NN
cord-296717-ay4wcmk3	111	33	share	share	NN
cord-296717-ay4wcmk3	111	34	in	in	IN
cord-296717-ay4wcmk3	111	35	new	new	JJ
cord-296717-ay4wcmk3	111	36	issues	issue	NNS
cord-296717-ay4wcmk3	111	37	,	,	,
cord-296717-ay4wcmk3	111	38	and	and	CC
cord-296717-ay4wcmk3	111	39	the	the	DT
cord-296717-ay4wcmk3	111	40	dividend	dividend	NN
cord-296717-ay4wcmk3	111	41	premium	premium	NN
cord-296717-ay4wcmk3	111	42	.	.	.
cord-296717-ay4wcmk3	112	1	However	however	RB
cord-296717-ay4wcmk3	112	2	,	,	,
cord-296717-ay4wcmk3	112	3	compared	compare	VBN
cord-296717-ay4wcmk3	112	4	with	with	IN
cord-296717-ay4wcmk3	112	5	the	the	DT
cord-296717-ay4wcmk3	112	6	US	US	NNP
cord-296717-ay4wcmk3	112	7	stock	stock	NN
cord-296717-ay4wcmk3	112	8	market	market	NN
cord-296717-ay4wcmk3	112	9	,	,	,
cord-296717-ay4wcmk3	112	10	the	the	DT
cord-296717-ay4wcmk3	112	11	Chinese	chinese	JJ
cord-296717-ay4wcmk3	112	12	stock	stock	NN
cord-296717-ay4wcmk3	112	13	market	market	NN
cord-296717-ay4wcmk3	112	14	has	have	VBZ
cord-296717-ay4wcmk3	112	15	its	-PRON-	PRP$
cord-296717-ay4wcmk3	112	16	own	own	JJ
cord-296717-ay4wcmk3	112	17	particularities	particularity	NNS
cord-296717-ay4wcmk3	112	18	,	,	,
cord-296717-ay4wcmk3	112	19	mainly	mainly	RB
cord-296717-ay4wcmk3	112	20	containing	contain	VBG
cord-296717-ay4wcmk3	112	21	the	the	DT
cord-296717-ay4wcmk3	112	22	following	following	JJ
cord-296717-ay4wcmk3	112	23	three	three	CD
cord-296717-ay4wcmk3	112	24	points	point	NNS
cord-296717-ay4wcmk3	112	25	:	:	:
cord-296717-ay4wcmk3	112	26	(	(	-LRB-
cord-296717-ay4wcmk3	112	27	1	1	LS
cord-296717-ay4wcmk3	112	28	)	)	-RRB-
cord-296717-ay4wcmk3	112	29	Almost	almost	RB
cord-296717-ay4wcmk3	112	30	every	every	DT
cord-296717-ay4wcmk3	112	31	IPO	IPO	NNP
cord-296717-ay4wcmk3	112	32	will	will	MD
cord-296717-ay4wcmk3	112	33	hit	hit	VB
cord-296717-ay4wcmk3	112	34	a	a	DT
cord-296717-ay4wcmk3	112	35	daily	daily	JJ
cord-296717-ay4wcmk3	112	36	limit	limit	NN
cord-296717-ay4wcmk3	112	37	on	on	IN
cord-296717-ay4wcmk3	112	38	the	the	DT
cord-296717-ay4wcmk3	112	39	first	first	JJ
cord-296717-ay4wcmk3	112	40	day	day	NN
cord-296717-ay4wcmk3	112	41	of	of	IN
cord-296717-ay4wcmk3	112	42	listing	listing	NN
cord-296717-ay4wcmk3	112	43	,	,	,
cord-296717-ay4wcmk3	112	44	which	which	WDT
cord-296717-ay4wcmk3	112	45	means	mean	VBZ
cord-296717-ay4wcmk3	112	46	the	the	DT
cord-296717-ay4wcmk3	112	47	average	average	JJ
cord-296717-ay4wcmk3	112	48	value	value	NN
cord-296717-ay4wcmk3	112	49	for	for	IN
cord-296717-ay4wcmk3	112	50	first	first	JJ
cord-296717-ay4wcmk3	112	51	day	day	NN
cord-296717-ay4wcmk3	112	52	's	's	POS
cord-296717-ay4wcmk3	112	53	earnings	earning	NNS
cord-296717-ay4wcmk3	112	54	is	be	VBZ
cord-296717-ay4wcmk3	112	55	almost	almost	RB
cord-296717-ay4wcmk3	112	56	44	44	CD
cord-296717-ay4wcmk3	112	57	%	%	NN
cord-296717-ay4wcmk3	112	58	.	.	.
cord-296717-ay4wcmk3	113	1	Among	among	IN
cord-296717-ay4wcmk3	113	2	the	the	DT
cord-296717-ay4wcmk3	113	3	above	above	JJ
cord-296717-ay4wcmk3	113	4	variables	variable	NNS
cord-296717-ay4wcmk3	113	5	,	,	,
cord-296717-ay4wcmk3	113	6	in	in	IN
cord-296717-ay4wcmk3	113	7	theory	theory	NN
cord-296717-ay4wcmk3	113	8	,	,	,
cord-296717-ay4wcmk3	113	9	the	the	DT
cord-296717-ay4wcmk3	113	10	price	price	NN
cord-296717-ay4wcmk3	113	11	of	of	IN
cord-296717-ay4wcmk3	113	12	closed	closed	JJ
cord-296717-ay4wcmk3	113	13	-	-	HYPH
cord-296717-ay4wcmk3	113	14	end	end	NN
cord-296717-ay4wcmk3	113	15	funds	fund	NNS
cord-296717-ay4wcmk3	113	16	should	should	MD
cord-296717-ay4wcmk3	113	17	be	be	VB
cord-296717-ay4wcmk3	113	18	consistent	consistent	JJ
cord-296717-ay4wcmk3	113	19	with	with	IN
cord-296717-ay4wcmk3	113	20	the	the	DT
cord-296717-ay4wcmk3	113	21	value	value	NN
cord-296717-ay4wcmk3	113	22	of	of	IN
cord-296717-ay4wcmk3	113	23	the	the	DT
cord-296717-ay4wcmk3	113	24	unit	unit	NN
cord-296717-ay4wcmk3	113	25	net	net	JJ
cord-296717-ay4wcmk3	113	26	assets	asset	NNS
cord-296717-ay4wcmk3	113	27	of	of	IN
cord-296717-ay4wcmk3	113	28	the	the	DT
cord-296717-ay4wcmk3	113	29	stock	stock	NN
cord-296717-ay4wcmk3	113	30	portfolio	portfolio	NN
cord-296717-ay4wcmk3	113	31	.	.	.
cord-296717-ay4wcmk3	114	1	However	however	RB
cord-296717-ay4wcmk3	114	2	,	,	,
cord-296717-ay4wcmk3	114	3	in	in	IN
cord-296717-ay4wcmk3	114	4	reality	reality	NN
cord-296717-ay4wcmk3	114	5	,	,	,
cord-296717-ay4wcmk3	114	6	closed	closed	JJ
cord-296717-ay4wcmk3	114	7	-	-	HYPH
cord-296717-ay4wcmk3	114	8	end	end	NN
cord-296717-ay4wcmk3	114	9	funds	fund	NNS
cord-296717-ay4wcmk3	114	10	often	often	RB
cord-296717-ay4wcmk3	114	11	trade	trade	VBP
cord-296717-ay4wcmk3	114	12	at	at	IN
cord-296717-ay4wcmk3	114	13	a	a	DT
cord-296717-ay4wcmk3	114	14	discount	discount	NN
cord-296717-ay4wcmk3	115	1	(	(	-LRB-
cord-296717-ay4wcmk3	115	2	Lee	Lee	NNP
cord-296717-ay4wcmk3	115	3	et	et	NNP
cord-296717-ay4wcmk3	115	4	al	al	NNP
cord-296717-ay4wcmk3	115	5	.	.	NNP
cord-296717-ay4wcmk3	115	6	,	,	,
cord-296717-ay4wcmk3	115	7	1991	1991	CD
cord-296717-ay4wcmk3	115	8	)	)	-RRB-
cord-296717-ay4wcmk3	115	9	.	.	.
cord-296717-ay4wcmk3	116	1	It	-PRON-	PRP
cord-296717-ay4wcmk3	116	2	is	be	VBZ
cord-296717-ay4wcmk3	116	3	generally	generally	RB
cord-296717-ay4wcmk3	116	4	believed	believe	VBN
cord-296717-ay4wcmk3	116	5	that	that	IN
cord-296717-ay4wcmk3	116	6	the	the	DT
cord-296717-ay4wcmk3	116	7	higher	high	JJR
cord-296717-ay4wcmk3	116	8	the	the	DT
cord-296717-ay4wcmk3	116	9	absolute	absolute	JJ
cord-296717-ay4wcmk3	116	10	value	value	NN
cord-296717-ay4wcmk3	116	11	of	of	IN
cord-296717-ay4wcmk3	116	12	the	the	DT
cord-296717-ay4wcmk3	116	13	discount	discount	NN
cord-296717-ay4wcmk3	116	14	rate	rate	NN
cord-296717-ay4wcmk3	116	15	,	,	,
cord-296717-ay4wcmk3	116	16	the	the	DT
cord-296717-ay4wcmk3	116	17	less	less	RBR
cord-296717-ay4wcmk3	116	18	optimistic	optimistic	JJ
cord-296717-ay4wcmk3	116	19	view	view	NN
cord-296717-ay4wcmk3	116	20	investors	investor	NNS
cord-296717-ay4wcmk3	116	21	take	take	VB
cord-296717-ay4wcmk3	116	22	about	about	RP
cord-296717-ay4wcmk3	116	23	the	the	DT
cord-296717-ay4wcmk3	116	24	market	market	NN
cord-296717-ay4wcmk3	116	25	outlook	outlook	NN
cord-296717-ay4wcmk3	116	26	.	.	.
cord-296717-ay4wcmk3	117	1	Since	since	IN
cord-296717-ay4wcmk3	117	2	FDDR	FDDR	NNP
cord-296717-ay4wcmk3	117	3	is	be	VBZ
cord-296717-ay4wcmk3	117	4	negative	negative	JJ
cord-296717-ay4wcmk3	117	5	in	in	IN
cord-296717-ay4wcmk3	117	6	normal	normal	JJ
cord-296717-ay4wcmk3	117	7	conditions	condition	NNS
cord-296717-ay4wcmk3	117	8	,	,	,
cord-296717-ay4wcmk3	117	9	it	-PRON-	PRP
cord-296717-ay4wcmk3	117	10	is	be	VBZ
cord-296717-ay4wcmk3	117	11	positively	positively	RB
cord-296717-ay4wcmk3	117	12	correlated	correlate	VBN
cord-296717-ay4wcmk3	117	13	with	with	IN
cord-296717-ay4wcmk3	117	14	investor	investor	NN
cord-296717-ay4wcmk3	117	15	sentiment	sentiment	NN
cord-296717-ay4wcmk3	117	16	.	.	.
cord-296717-ay4wcmk3	118	1	TO	to	IN
cord-296717-ay4wcmk3	118	2	signifies	signify	VBZ
cord-296717-ay4wcmk3	118	3	market	market	NN
cord-296717-ay4wcmk3	118	4	liquidity	liquidity	NN
cord-296717-ay4wcmk3	118	5	.	.	.
cord-296717-ay4wcmk3	119	1	Under	under	IN
cord-296717-ay4wcmk3	119	2	the	the	DT
cord-296717-ay4wcmk3	119	3	restrictions	restriction	NNS
cord-296717-ay4wcmk3	119	4	of	of	IN
cord-296717-ay4wcmk3	119	5	market	market	NN
cord-296717-ay4wcmk3	119	6	short	short	JJ
cord-296717-ay4wcmk3	119	7	selling	selling	NN
cord-296717-ay4wcmk3	119	8	and	and	CC
cord-296717-ay4wcmk3	119	9	the	the	DT
cord-296717-ay4wcmk3	119	10	participation	participation	NN
cord-296717-ay4wcmk3	119	11	of	of	IN
cord-296717-ay4wcmk3	119	12	irrational	irrational	JJ
cord-296717-ay4wcmk3	119	13	investor	investor	NN
cord-296717-ay4wcmk3	119	14	,	,	,
cord-296717-ay4wcmk3	119	15	high	high	JJ
cord-296717-ay4wcmk3	119	16	liquidity	liquidity	NN
cord-296717-ay4wcmk3	119	17	is	be	VBZ
cord-296717-ay4wcmk3	119	18	often	often	RB
cord-296717-ay4wcmk3	119	19	accompanied	accompany	VBN
cord-296717-ay4wcmk3	119	20	by	by	IN
cord-296717-ay4wcmk3	119	21	overvaluation	overvaluation	NN
cord-296717-ay4wcmk3	119	22	,	,	,
cord-296717-ay4wcmk3	119	23	which	which	WDT
cord-296717-ay4wcmk3	119	24	has	have	VBZ
cord-296717-ay4wcmk3	119	25	positive	positive	JJ
cord-296717-ay4wcmk3	119	26	correlation	correlation	NN
cord-296717-ay4wcmk3	119	27	with	with	IN
cord-296717-ay4wcmk3	119	28	investor	investor	NN
cord-296717-ay4wcmk3	119	29	sentiment	sentiment	NN
cord-296717-ay4wcmk3	119	30	.	.	.
cord-296717-ay4wcmk3	120	1	In	in	IN
cord-296717-ay4wcmk3	120	2	addition	addition	NN
cord-296717-ay4wcmk3	120	3	,	,	,
cord-296717-ay4wcmk3	120	4	PE	PE	NNP
cord-296717-ay4wcmk3	120	5	and	and	CC
cord-296717-ay4wcmk3	120	6	NIA	NIA	NNP
cord-296717-ay4wcmk3	120	7	are	be	VBP
cord-296717-ay4wcmk3	120	8	also	also	RB
cord-296717-ay4wcmk3	120	9	positively	positively	RB
cord-296717-ay4wcmk3	120	10	associated	associate	VBN
cord-296717-ay4wcmk3	120	11	with	with	IN
cord-296717-ay4wcmk3	120	12	sentiment	sentiment	NN
cord-296717-ay4wcmk3	120	13	.	.	.
cord-296717-ay4wcmk3	121	1	In	in	IN
cord-296717-ay4wcmk3	121	2	order	order	NN
cord-296717-ay4wcmk3	121	3	to	to	TO
cord-296717-ay4wcmk3	121	4	control	control	VB
cord-296717-ay4wcmk3	121	5	the	the	DT
cord-296717-ay4wcmk3	121	6	impact	impact	NN
cord-296717-ay4wcmk3	121	7	of	of	IN
cord-296717-ay4wcmk3	121	8	fund	fund	NN
cord-296717-ay4wcmk3	121	9	size	size	NN
cord-296717-ay4wcmk3	121	10	,	,	,
cord-296717-ay4wcmk3	121	11	we	-PRON-	PRP
cord-296717-ay4wcmk3	121	12	adopt	adopt	VBP
cord-296717-ay4wcmk3	121	13	the	the	DT
cord-296717-ay4wcmk3	121	14	following	follow	VBG
cord-296717-ay4wcmk3	121	15	criteria	criterion	NNS
cord-296717-ay4wcmk3	121	16	for	for	IN
cord-296717-ay4wcmk3	121	17	fund	fund	NN
cord-296717-ay4wcmk3	121	18	Table	table	NN
cord-296717-ay4wcmk3	121	19	4	4	CD
cord-296717-ay4wcmk3	121	20	reports	report	VBZ
cord-296717-ay4wcmk3	121	21	that	that	IN
cord-296717-ay4wcmk3	121	22	there	there	EX
cord-296717-ay4wcmk3	121	23	is	be	VBZ
cord-296717-ay4wcmk3	121	24	a	a	DT
cord-296717-ay4wcmk3	121	25	certain	certain	JJ
cord-296717-ay4wcmk3	121	26	degree	degree	NN
cord-296717-ay4wcmk3	121	27	of	of	IN
cord-296717-ay4wcmk3	121	28	association	association	NN
cord-296717-ay4wcmk3	121	29	between	between	IN
cord-296717-ay4wcmk3	121	30	the	the	DT
cord-296717-ay4wcmk3	121	31	four	four	CD
cord-296717-ay4wcmk3	121	32	sentiment	sentiment	NN
cord-296717-ay4wcmk3	121	33	agent	agent	NN
cord-296717-ay4wcmk3	121	34	variables	variable	NNS
cord-296717-ay4wcmk3	121	35	.	.	.
cord-296717-ay4wcmk3	122	1	J	J	NNP
cord-296717-ay4wcmk3	122	2	o	o	NN
cord-296717-ay4wcmk3	122	3	u	u	NN
cord-296717-ay4wcmk3	122	4	r	r	NN
cord-296717-ay4wcmk3	122	5	n	n	NN
cord-296717-ay4wcmk3	122	6	a	a	DT
cord-296717-ay4wcmk3	122	7	l	l	NN
cord-296717-ay4wcmk3	122	8	P	p	NN
cord-296717-ay4wcmk3	122	9	r	r	NN
cord-296717-ay4wcmk3	122	10	e	e	NN
cord-296717-ay4wcmk3	122	11	-p	-p	NN
cord-296717-ay4wcmk3	122	12	r	r	NN
cord-296717-ay4wcmk3	122	13	o	o	NN
cord-296717-ay4wcmk3	122	14	o	o	NN
cord-296717-ay4wcmk3	122	15	f	f	NN
cord-296717-ay4wcmk3	122	16	(	(	-LRB-
cord-296717-ay4wcmk3	122	17	EXCEL	EXCEL	NNP
cord-296717-ay4wcmk3	122	18	format	format	NN
cord-296717-ay4wcmk3	122	19	,	,	,
cord-296717-ay4wcmk3	122	20	1-column	1-column	CD
cord-296717-ay4wcmk3	122	21	fitting	fitting	JJ
cord-296717-ay4wcmk3	122	22	image	image	NN
cord-296717-ay4wcmk3	122	23	)	)	-RRB-
cord-296717-ay4wcmk3	122	24	，	，	.
cord-296717-ay4wcmk3	123	1	We	-PRON-	PRP
cord-296717-ay4wcmk3	123	2	use	use	VBP
cord-296717-ay4wcmk3	123	3	the	the	DT
cord-296717-ay4wcmk3	123	4	same	same	JJ
cord-296717-ay4wcmk3	123	5	method	method	NN
cord-296717-ay4wcmk3	123	6	as	as	IN
cord-296717-ay4wcmk3	123	7	section	section	NN
cord-296717-ay4wcmk3	123	8	2.2.1	2.2.1	CD
cord-296717-ay4wcmk3	123	9	to	to	TO
cord-296717-ay4wcmk3	123	10	select	select	VB
cord-296717-ay4wcmk3	123	11	the	the	DT
cord-296717-ay4wcmk3	123	12	proxies	proxy	NNS
cord-296717-ay4wcmk3	123	13	or	or	CC
cord-296717-ay4wcmk3	123	14	their	-PRON-	PRP$
cord-296717-ay4wcmk3	123	15	lags	lag	NNS
cord-296717-ay4wcmk3	123	16	,	,	,
cord-296717-ay4wcmk3	123	17	and	and	CC
cord-296717-ay4wcmk3	123	18	then	then	RB
cord-296717-ay4wcmk3	123	19	perform	perform	VB
cord-296717-ay4wcmk3	123	20	principal	principal	JJ
cord-296717-ay4wcmk3	123	21	component	component	NN
cord-296717-ay4wcmk3	123	22	analysis	analysis	NN
cord-296717-ay4wcmk3	123	23	to	to	TO
cord-296717-ay4wcmk3	123	24	calculate	calculate	VB
cord-296717-ay4wcmk3	123	25	the	the	DT
cord-296717-ay4wcmk3	123	26	meso	meso	NN
cord-296717-ay4wcmk3	123	27	-	-	HYPH
cord-296717-ay4wcmk3	123	28	level	level	NN
cord-296717-ay4wcmk3	123	29	sentiment	sentiment	NN
cord-296717-ay4wcmk3	123	30	index	index	NN
cord-296717-ay4wcmk3	123	31	.	.	.
cord-296717-ay4wcmk3	124	1	The	the	DT
cord-296717-ay4wcmk3	124	2	selected	select	VBN
cord-296717-ay4wcmk3	124	3	terms	term	NNS
cord-296717-ay4wcmk3	124	4	are	be	VBP
cord-296717-ay4wcmk3	124	5	TO	to	IN
cord-296717-ay4wcmk3	124	6	t-1	t-1	NN
cord-296717-ay4wcmk3	124	7	,	,	,
cord-296717-ay4wcmk3	124	8	PE	PE	NNP
cord-296717-ay4wcmk3	124	9	t	t	NN
cord-296717-ay4wcmk3	124	10	,	,	,
cord-296717-ay4wcmk3	124	11	NIA	NIA	NNP
cord-296717-ay4wcmk3	124	12	t-1	t-1	NN
cord-296717-ay4wcmk3	124	13	,	,	,
cord-296717-ay4wcmk3	124	14	and	and	CC
cord-296717-ay4wcmk3	124	15	FDDR	FDDR	NNP
cord-296717-ay4wcmk3	124	16	t	t	NNP
cord-296717-ay4wcmk3	124	17	.	.	.
cord-296717-ay4wcmk3	125	1	Taking	take	VBG
cord-296717-ay4wcmk3	125	2	of	of	IN
cord-296717-ay4wcmk3	125	3	the	the	DT
cord-296717-ay4wcmk3	125	4	sample	sample	NN
cord-296717-ay4wcmk3	125	5	variance	variance	NN
cord-296717-ay4wcmk3	125	6	respectively	respectively	RB
cord-296717-ay4wcmk3	125	7	,	,	,
cord-296717-ay4wcmk3	125	8	thus	thus	RB
cord-296717-ay4wcmk3	125	9	the	the	DT
cord-296717-ay4wcmk3	125	10	two	two	CD
cord-296717-ay4wcmk3	125	11	factors	factor	NNS
cord-296717-ay4wcmk3	125	12	with	with	IN
cord-296717-ay4wcmk3	125	13	cumulative	cumulative	JJ
cord-296717-ay4wcmk3	125	14	rate	rate	NN
cord-296717-ay4wcmk3	125	15	of	of	IN
cord-296717-ay4wcmk3	125	16	81.351	81.351	CD
cord-296717-ay4wcmk3	125	17	%	%	NN
cord-296717-ay4wcmk3	125	18	capture	capture	NN
cord-296717-ay4wcmk3	125	19	much	much	JJ
cord-296717-ay4wcmk3	125	20	of	of	IN
cord-296717-ay4wcmk3	125	21	the	the	DT
cord-296717-ay4wcmk3	125	22	common	common	JJ
cord-296717-ay4wcmk3	125	23	variation	variation	NN
cord-296717-ay4wcmk3	125	24	.	.	.
cord-296717-ay4wcmk3	126	1	Therefore	therefore	RB
cord-296717-ay4wcmk3	126	2	,	,	,
cord-296717-ay4wcmk3	126	3	we	-PRON-	PRP
cord-296717-ay4wcmk3	126	4	take	take	VBP
cord-296717-ay4wcmk3	126	5	weighted	weighted	JJ
cord-296717-ay4wcmk3	126	6	average	average	NN
cord-296717-ay4wcmk3	126	7	of	of	IN
cord-296717-ay4wcmk3	126	8	the	the	DT
cord-296717-ay4wcmk3	126	9	first	first	JJ
cord-296717-ay4wcmk3	126	10	and	and	CC
cord-296717-ay4wcmk3	126	11	second	second	JJ
cord-296717-ay4wcmk3	126	12	principal	principal	JJ
cord-296717-ay4wcmk3	126	13	components	component	NNS
cord-296717-ay4wcmk3	126	14	as	as	IN
cord-296717-ay4wcmk3	126	15	meso	meso	NNP
cord-296717-ay4wcmk3	126	16	sentiment	sentiment	NN
cord-296717-ay4wcmk3	126	17	index	index	NN
cord-296717-ay4wcmk3	126	18	,	,	,
cord-296717-ay4wcmk3	126	19	without	without	IN
cord-296717-ay4wcmk3	126	20	the	the	DT
cord-296717-ay4wcmk3	126	21	macro	macro	JJ
cord-296717-ay4wcmk3	126	22	influence	influence	NN
cord-296717-ay4wcmk3	126	23	.	.	.
cord-296717-ay4wcmk3	127	1	The	the	DT
cord-296717-ay4wcmk3	127	2	resulting	result	VBG
cord-296717-ay4wcmk3	127	3	sentiment	sentiment	NN
cord-296717-ay4wcmk3	127	4	index	index	NN
cord-296717-ay4wcmk3	127	5	MeSI	MeSI	NNP
cord-296717-ay4wcmk3	127	6	is	be	VBZ
cord-296717-ay4wcmk3	127	7	shown	show	VBN
cord-296717-ay4wcmk3	127	8	in	in	IN
cord-296717-ay4wcmk3	127	9	Eq	Eq	NNP
cord-296717-ay4wcmk3	127	10	.	.	.
cord-296717-ay4wcmk3	128	1	(	(	-LRB-
cord-296717-ay4wcmk3	128	2	2	2	LS
cord-296717-ay4wcmk3	128	3	)	)	-RRB-
cord-296717-ay4wcmk3	128	4	,	,	,
cord-296717-ay4wcmk3	128	5	and	and	CC
cord-296717-ay4wcmk3	128	6	its	-PRON-	PRP$
cord-296717-ay4wcmk3	128	7	variation	variation	NN
cord-296717-ay4wcmk3	128	8	throughout	throughout	IN
cord-296717-ay4wcmk3	128	9	the	the	DT
cord-296717-ay4wcmk3	128	10	sample	sample	NN
cord-296717-ay4wcmk3	128	11	period	period	NN
cord-296717-ay4wcmk3	128	12	is	be	VBZ
cord-296717-ay4wcmk3	128	13	shown	show	VBN
cord-296717-ay4wcmk3	128	14	in	in	IN
cord-296717-ay4wcmk3	128	15	Fig	Fig	NNP
cord-296717-ay4wcmk3	128	16	.	.	.
cord-296717-ay4wcmk3	129	1	6	6	LS
cord-296717-ay4wcmk3	129	2	.	.	.
cord-296717-ay4wcmk3	130	1	The	the	DT
cord-296717-ay4wcmk3	130	2	index	index	NN
cord-296717-ay4wcmk3	130	3	falls	fall	VBZ
cord-296717-ay4wcmk3	130	4	sharply	sharply	RB
cord-296717-ay4wcmk3	130	5	in	in	IN
cord-296717-ay4wcmk3	130	6	the	the	DT
cord-296717-ay4wcmk3	130	7	mid-2015	mid-2015	NN
cord-296717-ay4wcmk3	130	8	,	,	,
cord-296717-ay4wcmk3	130	9	after	after	IN
cord-296717-ay4wcmk3	130	10	then	then	RB
cord-296717-ay4wcmk3	130	11	appears	appear	VBZ
cord-296717-ay4wcmk3	130	12	to	to	TO
cord-296717-ay4wcmk3	130	13	be	be	VB
cord-296717-ay4wcmk3	130	14	less	less	RBR
cord-296717-ay4wcmk3	130	15	volatile	volatile	JJ
cord-296717-ay4wcmk3	130	16	.	.	.
cord-296717-ay4wcmk3	131	1	(	(	-LRB-
cord-296717-ay4wcmk3	131	2	EXCEL	EXCEL	NNP
cord-296717-ay4wcmk3	131	3	format	format	NN
cord-296717-ay4wcmk3	131	4	,	,	,
cord-296717-ay4wcmk3	131	5	1-column	1-column	CD
cord-296717-ay4wcmk3	131	6	fitting	fitting	JJ
cord-296717-ay4wcmk3	131	7	image	image	NN
cord-296717-ay4wcmk3	131	8	)	)	-RRB-
cord-296717-ay4wcmk3	131	9	，	，	.
cord-296717-ay4wcmk3	132	1	Based	base	VBN
cord-296717-ay4wcmk3	132	2	on	on	IN
cord-296717-ay4wcmk3	132	3	investors	investor	NNS
cord-296717-ay4wcmk3	132	4	'	'	POS
cord-296717-ay4wcmk3	132	5	online	online	JJ
cord-296717-ay4wcmk3	132	6	opinion	opinion	NN
cord-296717-ay4wcmk3	132	7	posts	post	NNS
cord-296717-ay4wcmk3	132	8	on	on	IN
cord-296717-ay4wcmk3	132	9	the	the	DT
cord-296717-ay4wcmk3	132	10	Internet	internet	NN
cord-296717-ay4wcmk3	132	11	social	social	JJ
cord-296717-ay4wcmk3	132	12	media	medium	NNS
cord-296717-ay4wcmk3	132	13	,	,	,
cord-296717-ay4wcmk3	132	14	the	the	DT
cord-296717-ay4wcmk3	132	15	investor	investor	NN
cord-296717-ay4wcmk3	132	16	sentiment	sentiment	NN
cord-296717-ay4wcmk3	132	17	at	at	IN
cord-296717-ay4wcmk3	132	18	micro	micro	JJ
cord-296717-ay4wcmk3	132	19	level	level	NN
cord-296717-ay4wcmk3	132	20	is	be	VBZ
cord-296717-ay4wcmk3	132	21	extracted	extract	VBN
cord-296717-ay4wcmk3	132	22	and	and	CC
cord-296717-ay4wcmk3	132	23	analyzed	analyze	VBN
cord-296717-ay4wcmk3	132	24	from	from	IN
cord-296717-ay4wcmk3	132	25	massive	massive	JJ
cord-296717-ay4wcmk3	132	26	text	text	NN
cord-296717-ay4wcmk3	132	27	data	datum	NNS
cord-296717-ay4wcmk3	132	28	.	.	.
cord-296717-ay4wcmk3	133	1	In	in	IN
cord-296717-ay4wcmk3	133	2	terms	term	NNS
cord-296717-ay4wcmk3	133	3	of	of	IN
cord-296717-ay4wcmk3	133	4	data	datum	NNS
cord-296717-ay4wcmk3	133	5	acquisition	acquisition	NN
cord-296717-ay4wcmk3	133	6	,	,	,
cord-296717-ay4wcmk3	133	7	we	-PRON-	PRP
cord-296717-ay4wcmk3	133	8	use	use	VBP
cord-296717-ay4wcmk3	133	9	web	web	NN
cord-296717-ay4wcmk3	133	10	crawler	crawler	NN
cord-296717-ay4wcmk3	133	11	tools	tool	NNS
cord-296717-ay4wcmk3	133	12	to	to	TO
cord-296717-ay4wcmk3	133	13	grab	grab	VB
cord-296717-ay4wcmk3	133	14	the	the	DT
cord-296717-ay4wcmk3	133	15	information	information	NN
cord-296717-ay4wcmk3	133	16	on	on	IN
cord-296717-ay4wcmk3	133	17	the	the	DT
cord-296717-ay4wcmk3	133	18	East	East	NNP
cord-296717-ay4wcmk3	133	19	money	money	NN
cord-296717-ay4wcmk3	133	20	stock	stock	NN
cord-296717-ay4wcmk3	133	21	forum	forum	NN
cord-296717-ay4wcmk3	133	22	,	,	,
cord-296717-ay4wcmk3	133	23	which	which	WDT
cord-296717-ay4wcmk3	133	24	has	have	VBZ
cord-296717-ay4wcmk3	133	25	a	a	DT
cord-296717-ay4wcmk3	133	26	considerable	considerable	JJ
cord-296717-ay4wcmk3	133	27	number	number	NN
cord-296717-ay4wcmk3	133	28	of	of	IN
cord-296717-ay4wcmk3	133	29	visits	visit	NNS
cord-296717-ay4wcmk3	133	30	and	and	CC
cord-296717-ay4wcmk3	133	31	influence	influence	NN
cord-296717-ay4wcmk3	133	32	among	among	IN
cord-296717-ay4wcmk3	133	33	the	the	DT
cord-296717-ay4wcmk3	133	34	stock	stock	NN
cord-296717-ay4wcmk3	133	35	forums	forum	NNS
cord-296717-ay4wcmk3	133	36	in	in	IN
cord-296717-ay4wcmk3	133	37	China	China	NNP
cord-296717-ay4wcmk3	133	38	.	.	.
cord-296717-ay4wcmk3	134	1	According	accord	VBG
cord-296717-ay4wcmk3	134	2	to	to	IN
cord-296717-ay4wcmk3	134	3	ranking	rank	VBG
cord-296717-ay4wcmk3	134	4	of	of	IN
cord-296717-ay4wcmk3	134	5	visitor	visitor	NN
cord-296717-ay4wcmk3	134	6	volume	volume	NN
cord-296717-ay4wcmk3	134	7	by	by	IN
cord-296717-ay4wcmk3	134	8	Alexa	Alexa	NNP
cord-296717-ay4wcmk3	134	9	's	's	POS
cord-296717-ay4wcmk3	134	10	website	website	NN
cord-296717-ay4wcmk3	134	11	and	and	CC
cord-296717-ay4wcmk3	134	12	Baidu	Baidu	NNP
cord-296717-ay4wcmk3	134	13	weight	weight	NN
cord-296717-ay4wcmk3	134	14	rankings	ranking	NNS
cord-296717-ay4wcmk3	134	15	,	,	,
cord-296717-ay4wcmk3	134	16	East	East	NNP
cord-296717-ay4wcmk3	134	17	money	money	NN
cord-296717-ay4wcmk3	134	18	stock	stock	NN
cord-296717-ay4wcmk3	134	19	forum	forum	NN
cord-296717-ay4wcmk3	134	20	currently	currently	RB
cord-296717-ay4wcmk3	134	21	ranks	rank	VBZ
cord-296717-ay4wcmk3	134	22	first	first	RB
cord-296717-ay4wcmk3	134	23	in	in	IN
cord-296717-ay4wcmk3	134	24	the	the	DT
cord-296717-ay4wcmk3	134	25	major	major	JJ
cord-296717-ay4wcmk3	135	1	There	there	EX
cord-296717-ay4wcmk3	135	2	are	be	VBP
cord-296717-ay4wcmk3	135	3	usually	usually	RB
cord-296717-ay4wcmk3	135	4	two	two	CD
cord-296717-ay4wcmk3	135	5	types	type	NNS
cord-296717-ay4wcmk3	135	6	of	of	IN
cord-296717-ay4wcmk3	135	7	sentiment	sentiment	NN
cord-296717-ay4wcmk3	135	8	classification	classification	NN
cord-296717-ay4wcmk3	135	9	,	,	,
cord-296717-ay4wcmk3	135	10	based	base	VBN
cord-296717-ay4wcmk3	135	11	on	on	IN
cord-296717-ay4wcmk3	135	12	sentiment	sentiment	NN
cord-296717-ay4wcmk3	135	13	dictionary	dictionary	NN
cord-296717-ay4wcmk3	135	14	or	or	CC
cord-296717-ay4wcmk3	135	15	classifier	classifier	NN
cord-296717-ay4wcmk3	135	16	,	,	,
cord-296717-ay4wcmk3	136	1	respectively	respectively	RB
cord-296717-ay4wcmk3	136	2	(	(	-LRB-
cord-296717-ay4wcmk3	136	3	Liu	Liu	NNP
cord-296717-ay4wcmk3	136	4	et	et	NNP
cord-296717-ay4wcmk3	136	5	al	al	NNP
cord-296717-ay4wcmk3	136	6	.	.	NNP
cord-296717-ay4wcmk3	136	7	2012	2012	CD
cord-296717-ay4wcmk3	136	8	)	)	-RRB-
cord-296717-ay4wcmk3	136	9	.	.	.
cord-296717-ay4wcmk3	137	1	It	-PRON-	PRP
cord-296717-ay4wcmk3	137	2	is	be	VBZ
cord-296717-ay4wcmk3	137	3	hardly	hardly	RB
cord-296717-ay4wcmk3	137	4	possible	possible	JJ
cord-296717-ay4wcmk3	137	5	to	to	TO
cord-296717-ay4wcmk3	137	6	meet	meet	VB
cord-296717-ay4wcmk3	137	7	the	the	DT
cord-296717-ay4wcmk3	137	8	professional	professional	JJ
cord-296717-ay4wcmk3	137	9	needs	need	NNS
cord-296717-ay4wcmk3	137	10	in	in	IN
cord-296717-ay4wcmk3	137	11	the	the	DT
cord-296717-ay4wcmk3	137	12	field	field	NN
cord-296717-ay4wcmk3	137	13	of	of	IN
cord-296717-ay4wcmk3	137	14	finance	finance	NN
cord-296717-ay4wcmk3	137	15	by	by	IN
cord-296717-ay4wcmk3	137	16	using	use	VBG
cord-296717-ay4wcmk3	137	17	a	a	DT
cord-296717-ay4wcmk3	137	18	general	general	JJ
cord-296717-ay4wcmk3	137	19	sentiment	sentiment	NN
cord-296717-ay4wcmk3	137	20	dictionary	dictionary	NN
cord-296717-ay4wcmk3	137	21	in	in	IN
cord-296717-ay4wcmk3	137	22	natural	natural	JJ
cord-296717-ay4wcmk3	137	23	languages	language	NNS
cord-296717-ay4wcmk3	137	24	,	,	,
cord-296717-ay4wcmk3	137	25	and	and	CC
cord-296717-ay4wcmk3	137	26	empirical	empirical	JJ
cord-296717-ay4wcmk3	137	27	evidence	evidence	NN
cord-296717-ay4wcmk3	137	28	has	have	VBZ
cord-296717-ay4wcmk3	137	29	shown	show	VBN
cord-296717-ay4wcmk3	137	30	that	that	IN
cord-296717-ay4wcmk3	137	31	the	the	DT
cord-296717-ay4wcmk3	137	32	classification	classification	NN
cord-296717-ay4wcmk3	137	33	results	result	NNS
cord-296717-ay4wcmk3	137	34	obtained	obtain	VBN
cord-296717-ay4wcmk3	137	35	by	by	IN
cord-296717-ay4wcmk3	137	36	the	the	DT
cord-296717-ay4wcmk3	137	37	latter	latter	JJ
cord-296717-ay4wcmk3	137	38	are	be	VBP
cord-296717-ay4wcmk3	137	39	better	well	JJR
cord-296717-ay4wcmk3	137	40	than	than	IN
cord-296717-ay4wcmk3	137	41	the	the	DT
cord-296717-ay4wcmk3	137	42	former	former	JJ
cord-296717-ay4wcmk3	137	43	(	(	-LRB-
cord-296717-ay4wcmk3	137	44	Wu	Wu	NNP
cord-296717-ay4wcmk3	137	45	et	et	NNP
cord-296717-ay4wcmk3	137	46	al	al	NNP
cord-296717-ay4wcmk3	137	47	.	.	NNP
cord-296717-ay4wcmk3	137	48	,	,	,
cord-296717-ay4wcmk3	137	49	2014	2014	CD
cord-296717-ay4wcmk3	137	50	)	)	-RRB-
cord-296717-ay4wcmk3	137	51	.	.	.
cord-296717-ay4wcmk3	138	1	Therefore	therefore	RB
cord-296717-ay4wcmk3	138	2	,	,	,
cord-296717-ay4wcmk3	138	3	on	on	IN
cord-296717-ay4wcmk3	138	4	the	the	DT
cord-296717-ay4wcmk3	138	5	grounds	ground	NNS
cord-296717-ay4wcmk3	138	6	of	of	IN
cord-296717-ay4wcmk3	138	7	previous	previous	JJ
cord-296717-ay4wcmk3	138	8	research	research	NN
cord-296717-ay4wcmk3	138	9	,	,	,
cord-296717-ay4wcmk3	138	10	we	-PRON-	PRP
cord-296717-ay4wcmk3	138	11	adopt	adopt	VBP
cord-296717-ay4wcmk3	138	12	machine	machine	NN
cord-296717-ay4wcmk3	138	13	learning	learning	NN
cord-296717-ay4wcmk3	138	14	algorithm	algorithm	NN
cord-296717-ay4wcmk3	138	15	and	and	CC
cord-296717-ay4wcmk3	138	16	choose	choose	VB
cord-296717-ay4wcmk3	138	17	SVM	SVM	NNP
cord-296717-ay4wcmk3	138	18	classifier	classifier	NN
cord-296717-ay4wcmk3	138	19	to	to	TO
cord-296717-ay4wcmk3	138	20	identify	identify	VB
cord-296717-ay4wcmk3	138	21	investor	investor	NN
cord-296717-ay4wcmk3	138	22	sentiment	sentiment	NN
cord-296717-ay4wcmk3	138	23	and	and	CC
cord-296717-ay4wcmk3	138	24	calculate	calculate	VB
cord-296717-ay4wcmk3	138	25	the	the	DT
cord-296717-ay4wcmk3	138	26	micro	micro	NNP
cord-296717-ay4wcmk3	138	27	sentiment	sentiment	NNP
cord-296717-ay4wcmk3	138	28	index	index	NN
cord-296717-ay4wcmk3	138	29	.	.	.
cord-296717-ay4wcmk3	139	1	Considering	consider	VBG
cord-296717-ay4wcmk3	139	2	that	that	IN
cord-296717-ay4wcmk3	139	3	online	online	JJ
cord-296717-ay4wcmk3	139	4	posts	post	NNS
cord-296717-ay4wcmk3	139	5	contain	contain	VBP
cord-296717-ay4wcmk3	139	6	a	a	DT
cord-296717-ay4wcmk3	139	7	great	great	JJ
cord-296717-ay4wcmk3	139	8	deal	deal	NN
cord-296717-ay4wcmk3	139	9	of	of	IN
cord-296717-ay4wcmk3	139	10	noise	noise	NN
cord-296717-ay4wcmk3	139	11	,	,	,
cord-296717-ay4wcmk3	139	12	we	-PRON-	PRP
cord-296717-ay4wcmk3	139	13	use	use	VBP
cord-296717-ay4wcmk3	139	14	two	two	CD
cord-296717-ay4wcmk3	139	15	-	-	HYPH
cord-296717-ay4wcmk3	139	16	step	step	NN
cord-296717-ay4wcmk3	139	17	classifier	classifier	NN
cord-296717-ay4wcmk3	139	18	for	for	IN
cord-296717-ay4wcmk3	139	19	sentiment	sentiment	NN
cord-296717-ay4wcmk3	139	20	analysis	analysis	NN
cord-296717-ay4wcmk3	140	1	(	(	-LRB-
cord-296717-ay4wcmk3	140	2	Shi	Shi	NNP
cord-296717-ay4wcmk3	140	3	et	et	FW
cord-296717-ay4wcmk3	140	4	al	al	NNP
cord-296717-ay4wcmk3	140	5	.	.	NNP
cord-296717-ay4wcmk3	140	6	,	,	,
cord-296717-ay4wcmk3	140	7	2018	2018	CD
cord-296717-ay4wcmk3	140	8	)	)	-RRB-
cord-296717-ay4wcmk3	140	9	.	.	.
cord-296717-ay4wcmk3	141	1	The	the	DT
cord-296717-ay4wcmk3	141	2	first	first	JJ
cord-296717-ay4wcmk3	141	3	step	step	NN
cord-296717-ay4wcmk3	141	4	is	be	VBZ
cord-296717-ay4wcmk3	141	5	to	to	TO
cord-296717-ay4wcmk3	141	6	get	get	VB
cord-296717-ay4wcmk3	141	7	rid	rid	VBN
cord-296717-ay4wcmk3	141	8	of	of	IN
cord-296717-ay4wcmk3	141	9	noise	noise	NN
cord-296717-ay4wcmk3	141	10	by	by	IN
cord-296717-ay4wcmk3	141	11	separating	separate	VBG
cord-296717-ay4wcmk3	141	12	the	the	DT
cord-296717-ay4wcmk3	141	13	text	text	NN
cord-296717-ay4wcmk3	141	14	into	into	IN
cord-296717-ay4wcmk3	141	15	noise	noise	NN
cord-296717-ay4wcmk3	141	16	and	and	CC
cord-296717-ay4wcmk3	141	17	non	non	JJ
cord-296717-ay4wcmk3	141	18	-	-	JJ
cord-296717-ay4wcmk3	141	19	noise	noise	NN
cord-296717-ay4wcmk3	141	20	,	,	,
cord-296717-ay4wcmk3	141	21	and	and	CC
cord-296717-ay4wcmk3	141	22	the	the	DT
cord-296717-ay4wcmk3	141	23	second	second	JJ
cord-296717-ay4wcmk3	141	24	step	step	NN
cord-296717-ay4wcmk3	141	25	is	be	VBZ
cord-296717-ay4wcmk3	141	26	to	to	TO
cord-296717-ay4wcmk3	141	27	divide	divide	VB
cord-296717-ay4wcmk3	141	28	non	non	JJ
cord-296717-ay4wcmk3	141	29	-	-	JJ
cord-296717-ay4wcmk3	141	30	noise	noise	JJ
cord-296717-ay4wcmk3	141	31	text	text	NN
cord-296717-ay4wcmk3	141	32	into	into	IN
cord-296717-ay4wcmk3	141	33	bullish	bullish	JJ
cord-296717-ay4wcmk3	141	34	and	and	CC
cord-296717-ay4wcmk3	141	35	bearish	bearish	JJ
cord-296717-ay4wcmk3	141	36	ones	one	NNS
cord-296717-ay4wcmk3	141	37	.	.	.
cord-296717-ay4wcmk3	142	1	We	-PRON-	PRP
cord-296717-ay4wcmk3	142	2	use	use	VBP
cord-296717-ay4wcmk3	142	3	several	several	JJ
cord-296717-ay4wcmk3	142	4	technologies	technology	NNS
cord-296717-ay4wcmk3	142	5	including	include	VBG
cord-296717-ay4wcmk3	142	6	data	datum	NNS
cord-296717-ay4wcmk3	142	7	cleaning	cleaning	NN
cord-296717-ay4wcmk3	142	8	,	,	,
cord-296717-ay4wcmk3	142	9	text	text	NN
cord-296717-ay4wcmk3	142	10	representation	representation	NN
cord-296717-ay4wcmk3	142	11	,	,	,
cord-296717-ay4wcmk3	142	12	feature	feature	NN
cord-296717-ay4wcmk3	142	13	extraction	extraction	NN
cord-296717-ay4wcmk3	142	14	and	and	CC
cord-296717-ay4wcmk3	142	15	classification	classification	NN
cord-296717-ay4wcmk3	142	16	,	,	,
cord-296717-ay4wcmk3	142	17	to	to	TO
cord-296717-ay4wcmk3	142	18	compute	compute	VB
cord-296717-ay4wcmk3	142	19	investor	investor	NN
cord-296717-ay4wcmk3	142	20	sentiment	sentiment	NN
cord-296717-ay4wcmk3	142	21	index	index	NN
cord-296717-ay4wcmk3	142	22	with	with	IN
cord-296717-ay4wcmk3	142	23	individual	individual	JJ
cord-296717-ay4wcmk3	142	24	sentiments	sentiment	NNS
cord-296717-ay4wcmk3	142	25	,	,	,
cord-296717-ay4wcmk3	142	26	which	which	WDT
cord-296717-ay4wcmk3	142	27	will	will	MD
cord-296717-ay4wcmk3	142	28	be	be	VB
cord-296717-ay4wcmk3	142	29	applied	apply	VBN
cord-296717-ay4wcmk3	142	30	into	into	IN
cord-296717-ay4wcmk3	142	31	following	follow	VBG
cord-296717-ay4wcmk3	142	32	study	study	NN
cord-296717-ay4wcmk3	142	33	.	.	.
cord-296717-ay4wcmk3	143	1	(	(	-LRB-
cord-296717-ay4wcmk3	143	2	1	1	LS
cord-296717-ay4wcmk3	143	3	)	)	-RRB-
cord-296717-ay4wcmk3	143	4	Data	data	NN
cord-296717-ay4wcmk3	143	5	cleaning	cleaning	NN
cord-296717-ay4wcmk3	144	1	The	the	DT
cord-296717-ay4wcmk3	144	2	posts	post	NNS
cord-296717-ay4wcmk3	144	3	on	on	IN
cord-296717-ay4wcmk3	144	4	the	the	DT
cord-296717-ay4wcmk3	144	5	online	online	JJ
cord-296717-ay4wcmk3	144	6	stock	stock	NN
cord-296717-ay4wcmk3	144	7	forum	forum	NN
cord-296717-ay4wcmk3	144	8	involve	involve	VBP
cord-296717-ay4wcmk3	144	9	a	a	DT
cord-296717-ay4wcmk3	144	10	lot	lot	NN
cord-296717-ay4wcmk3	144	11	of	of	IN
cord-296717-ay4wcmk3	144	12	punctuation	punctuation	NN
cord-296717-ay4wcmk3	144	13	,	,	,
cord-296717-ay4wcmk3	144	14	noise	noise	NN
cord-296717-ay4wcmk3	144	15	,	,	,
cord-296717-ay4wcmk3	144	16	etc	etc	FW
cord-296717-ay4wcmk3	144	17	.	.	.
cord-296717-ay4wcmk3	145	1	which	which	WDT
cord-296717-ay4wcmk3	145	2	can	can	MD
cord-296717-ay4wcmk3	145	3	not	not	RB
cord-296717-ay4wcmk3	145	4	be	be	VB
cord-296717-ay4wcmk3	145	5	directly	directly	RB
cord-296717-ay4wcmk3	145	6	used	use	VBN
cord-296717-ay4wcmk3	145	7	to	to	IN
cord-296717-ay4wcmk3	145	8	sentiment	sentiment	NN
cord-296717-ay4wcmk3	145	9	analysis	analysis	NN
cord-296717-ay4wcmk3	145	10	.	.	.
cord-296717-ay4wcmk3	146	1	Therefore	therefore	RB
cord-296717-ay4wcmk3	146	2	,	,	,
cord-296717-ay4wcmk3	146	3	in	in	IN
cord-296717-ay4wcmk3	146	4	the	the	DT
cord-296717-ay4wcmk3	146	5	data	data	NN
cord-296717-ay4wcmk3	146	6	cleaning	cleaning	NN
cord-296717-ay4wcmk3	146	7	process	process	NN
cord-296717-ay4wcmk3	146	8	,	,	,
cord-296717-ay4wcmk3	146	9	we	-PRON-	PRP
cord-296717-ay4wcmk3	146	10	first	first	RB
cord-296717-ay4wcmk3	146	11	remove	remove	VBP
cord-296717-ay4wcmk3	146	12	the	the	DT
cord-296717-ay4wcmk3	146	13	punctuation	punctuation	NN
cord-296717-ay4wcmk3	146	14	and	and	CC
cord-296717-ay4wcmk3	146	15	gibberish	gibberish	NN
cord-296717-ay4wcmk3	146	16	,	,	,
cord-296717-ay4wcmk3	146	17	and	and	CC
cord-296717-ay4wcmk3	146	18	then	then	RB
cord-296717-ay4wcmk3	146	19	operate	operate	VB
cord-296717-ay4wcmk3	146	20	word	word	NN
cord-296717-ay4wcmk3	146	21	segment	segment	NN
cord-296717-ay4wcmk3	146	22	.	.	.
cord-296717-ay4wcmk3	147	1	(	(	-LRB-
cord-296717-ay4wcmk3	147	2	2	2	LS
cord-296717-ay4wcmk3	147	3	)	)	-RRB-
cord-296717-ay4wcmk3	148	1	Text	text	NN
cord-296717-ay4wcmk3	148	2	representation	representation	NN
cord-296717-ay4wcmk3	149	1	In	in	IN
cord-296717-ay4wcmk3	149	2	order	order	NN
cord-296717-ay4wcmk3	149	3	to	to	TO
cord-296717-ay4wcmk3	149	4	enable	enable	VB
cord-296717-ay4wcmk3	149	5	the	the	DT
cord-296717-ay4wcmk3	149	6	computer	computer	NN
cord-296717-ay4wcmk3	149	7	to	to	TO
cord-296717-ay4wcmk3	149	8	read	read	VB
cord-296717-ay4wcmk3	149	9	text	text	NN
cord-296717-ay4wcmk3	149	10	,	,	,
cord-296717-ay4wcmk3	149	11	words	word	NNS
cord-296717-ay4wcmk3	149	12	must	must	MD
cord-296717-ay4wcmk3	149	13	be	be	VB
cord-296717-ay4wcmk3	149	14	changed	change	VBN
cord-296717-ay4wcmk3	149	15	into	into	IN
cord-296717-ay4wcmk3	149	16	digital	digital	NNP
cord-296717-ay4wcmk3	149	17	J	J	NNP
cord-296717-ay4wcmk3	149	18	o	o	NN
cord-296717-ay4wcmk3	149	19	u	u	NN
cord-296717-ay4wcmk3	149	20	r	r	NN
cord-296717-ay4wcmk3	149	21	n	n	NN
cord-296717-ay4wcmk3	149	22	a	a	DT
cord-296717-ay4wcmk3	149	23	l	l	NN
cord-296717-ay4wcmk3	149	24	P	p	NN
cord-296717-ay4wcmk3	149	25	r	r	NN
cord-296717-ay4wcmk3	149	26	e	e	NN
cord-296717-ay4wcmk3	149	27	-p	-p	NN
cord-296717-ay4wcmk3	150	1	r	r	NNP
cord-296717-ay4wcmk3	150	2	o	o	NN
cord-296717-ay4wcmk3	150	3	o	o	NN
cord-296717-ay4wcmk3	150	4	f	f	NN
cord-296717-ay4wcmk3	150	5	data	data	NN
cord-296717-ay4wcmk3	150	6	for	for	IN
cord-296717-ay4wcmk3	150	7	computer	computer	NN
cord-296717-ay4wcmk3	150	8	processing	processing	NN
cord-296717-ay4wcmk3	150	9	.	.	.
cord-296717-ay4wcmk3	151	1	In	in	IN
cord-296717-ay4wcmk3	151	2	this	this	DT
cord-296717-ay4wcmk3	151	3	paper	paper	NN
cord-296717-ay4wcmk3	151	4	,	,	,
cord-296717-ay4wcmk3	151	5	Word2vec	Word2vec	NNP
cord-296717-ay4wcmk3	151	6	,	,	,
cord-296717-ay4wcmk3	151	7	which	which	WDT
cord-296717-ay4wcmk3	151	8	is	be	VBZ
cord-296717-ay4wcmk3	151	9	commonly	commonly	RB
cord-296717-ay4wcmk3	151	10	used	use	VBN
cord-296717-ay4wcmk3	151	11	in	in	IN
cord-296717-ay4wcmk3	151	12	academia	academia	NN
cord-296717-ay4wcmk3	151	13	,	,	,
cord-296717-ay4wcmk3	151	14	is	be	VBZ
cord-296717-ay4wcmk3	151	15	applied	apply	VBN
cord-296717-ay4wcmk3	151	16	to	to	TO
cord-296717-ay4wcmk3	151	17	represent	represent	VB
cord-296717-ay4wcmk3	151	18	words	word	NNS
cord-296717-ay4wcmk3	151	19	.	.	.
cord-296717-ay4wcmk3	152	1	It	-PRON-	PRP
cord-296717-ay4wcmk3	152	2	can	can	MD
cord-296717-ay4wcmk3	152	3	calculate	calculate	VB
cord-296717-ay4wcmk3	152	4	word	word	NN
cord-296717-ay4wcmk3	152	5	vectors	vector	NNS
cord-296717-ay4wcmk3	152	6	according	accord	VBG
cord-296717-ay4wcmk3	152	7	to	to	IN
cord-296717-ay4wcmk3	152	8	the	the	DT
cord-296717-ay4wcmk3	152	9	context	context	NN
cord-296717-ay4wcmk3	152	10	of	of	IN
cord-296717-ay4wcmk3	152	11	words	word	NNS
cord-296717-ay4wcmk3	152	12	,	,	,
cord-296717-ay4wcmk3	152	13	fully	fully	RB
cord-296717-ay4wcmk3	152	14	capture	capture	VB
cord-296717-ay4wcmk3	152	15	the	the	DT
cord-296717-ay4wcmk3	152	16	semantic	semantic	JJ
cord-296717-ay4wcmk3	152	17	information	information	NN
cord-296717-ay4wcmk3	152	18	of	of	IN
cord-296717-ay4wcmk3	152	19	the	the	DT
cord-296717-ay4wcmk3	152	20	context	context	NN
cord-296717-ay4wcmk3	152	21	,	,	,
cord-296717-ay4wcmk3	152	22	and	and	CC
cord-296717-ay4wcmk3	152	23	has	have	VBZ
cord-296717-ay4wcmk3	152	24	good	good	JJ
cord-296717-ay4wcmk3	152	25	performance	performance	NN
cord-296717-ay4wcmk3	152	26	in	in	IN
cord-296717-ay4wcmk3	152	27	text	text	NN
cord-296717-ay4wcmk3	152	28	classification	classification	NN
cord-296717-ay4wcmk3	153	1	(	(	-LRB-
cord-296717-ay4wcmk3	153	2	Lilleberg	Lilleberg	NNP
cord-296717-ay4wcmk3	153	3	et	et	FW
cord-296717-ay4wcmk3	153	4	al	al	NNP
cord-296717-ay4wcmk3	153	5	.	.	.
cord-296717-ay4wcmk3	154	1	,	,	,
cord-296717-ay4wcmk3	154	2	2015	2015	CD
cord-296717-ay4wcmk3	154	3	;	;	:
cord-296717-ay4wcmk3	154	4	Wolf	Wolf	NNP
cord-296717-ay4wcmk3	154	5	et	et	NNP
cord-296717-ay4wcmk3	154	6	al	al	NNP
cord-296717-ay4wcmk3	154	7	.	.	.
cord-296717-ay4wcmk3	155	1	,	,	,
cord-296717-ay4wcmk3	155	2	2014	2014	CD
cord-296717-ay4wcmk3	155	3	)	)	-RRB-
cord-296717-ay4wcmk3	155	4	.	.	.
cord-296717-ay4wcmk3	156	1	Then	then	RB
cord-296717-ay4wcmk3	156	2	we	-PRON-	PRP
cord-296717-ay4wcmk3	156	3	use	use	VBP
cord-296717-ay4wcmk3	156	4	TF	TF	NNP
cord-296717-ay4wcmk3	156	5	-	-	HYPH
cord-296717-ay4wcmk3	156	6	IDF	IDF	NNP
cord-296717-ay4wcmk3	156	7	(	(	-LRB-
cord-296717-ay4wcmk3	156	8	term	term	NN
cord-296717-ay4wcmk3	156	9	frequency	frequency	NN
cord-296717-ay4wcmk3	156	10	-	-	HYPH
cord-296717-ay4wcmk3	156	11	inverse	inverse	NN
cord-296717-ay4wcmk3	156	12	document	document	NN
cord-296717-ay4wcmk3	156	13	frequency	frequency	NN
cord-296717-ay4wcmk3	156	14	)	)	-RRB-
cord-296717-ay4wcmk3	156	15	algorithm	algorithm	NN
cord-296717-ay4wcmk3	156	16	to	to	TO
cord-296717-ay4wcmk3	156	17	compute	compute	VB
cord-296717-ay4wcmk3	156	18	the	the	DT
cord-296717-ay4wcmk3	156	19	weight	weight	NN
cord-296717-ay4wcmk3	156	20	of	of	IN
cord-296717-ay4wcmk3	156	21	words	word	NNS
cord-296717-ay4wcmk3	156	22	in	in	IN
cord-296717-ay4wcmk3	156	23	short	short	JJ
cord-296717-ay4wcmk3	156	24	text	text	NN
cord-296717-ay4wcmk3	156	25	,	,	,
cord-296717-ay4wcmk3	156	26	and	and	CC
cord-296717-ay4wcmk3	156	27	provide	provide	VB
cord-296717-ay4wcmk3	156	28	weighted	weighted	JJ
cord-296717-ay4wcmk3	156	29	word2vec	word2vec	NN
cord-296717-ay4wcmk3	156	30	text	text	NN
cord-296717-ay4wcmk3	156	31	vector	vector	NN
cord-296717-ay4wcmk3	156	32	.	.	.
cord-296717-ay4wcmk3	157	1	Word2vec	Word2vec	NNP
cord-296717-ay4wcmk3	157	2	is	be	VBZ
cord-296717-ay4wcmk3	157	3	a	a	DT
cord-296717-ay4wcmk3	157	4	tool	tool	NN
cord-296717-ay4wcmk3	157	5	based	base	VBN
cord-296717-ay4wcmk3	157	6	on	on	IN
cord-296717-ay4wcmk3	157	7	deep	deep	JJ
cord-296717-ay4wcmk3	157	8	learning	learning	NN
cord-296717-ay4wcmk3	157	9	and	and	CC
cord-296717-ay4wcmk3	157	10	released	release	VBN
cord-296717-ay4wcmk3	157	11	by	by	IN
cord-296717-ay4wcmk3	157	12	Google	Google	NNP
cord-296717-ay4wcmk3	157	13	in	in	IN
cord-296717-ay4wcmk3	157	14	2013	2013	CD
cord-296717-ay4wcmk3	157	15	.	.	.
cord-296717-ay4wcmk3	158	1	This	this	DT
cord-296717-ay4wcmk3	158	2	neural	neural	JJ
cord-296717-ay4wcmk3	158	3	network	network	NN
cord-296717-ay4wcmk3	158	4	includes	include	VBZ
cord-296717-ay4wcmk3	158	5	two	two	CD
cord-296717-ay4wcmk3	158	6	architectures	architecture	NNS
cord-296717-ay4wcmk3	158	7	:	:	:
cord-296717-ay4wcmk3	158	8	Continuous	continuous	JJ
cord-296717-ay4wcmk3	158	9	Bag	Bag	NNP
cord-296717-ay4wcmk3	158	10	-	-	HYPH
cord-296717-ay4wcmk3	158	11	of	of	IN
cord-296717-ay4wcmk3	158	12	-	-	HYPH
cord-296717-ay4wcmk3	158	13	Words	Words	NNP
cord-296717-ay4wcmk3	158	14	Model	Model	NNP
cord-296717-ay4wcmk3	158	15	(	(	-LRB-
cord-296717-ay4wcmk3	158	16	CBOW	CBOW	NNP
cord-296717-ay4wcmk3	158	17	)	)	-RRB-
cord-296717-ay4wcmk3	158	18	and	and	CC
cord-296717-ay4wcmk3	158	19	Skip	Skip	NNP
cord-296717-ay4wcmk3	158	20	-	-	HYPH
cord-296717-ay4wcmk3	158	21	Gram	Gram	NNP
cord-296717-ay4wcmk3	158	22	.	.	.
cord-296717-ay4wcmk3	159	1	The	the	DT
cord-296717-ay4wcmk3	159	2	former	former	NN
cord-296717-ay4wcmk3	159	3	predicts	predict	VBZ
cord-296717-ay4wcmk3	159	4	the	the	DT
cord-296717-ay4wcmk3	159	5	current	current	JJ
cord-296717-ay4wcmk3	159	6	word	word	NN
cord-296717-ay4wcmk3	159	7	based	base	VBN
cord-296717-ay4wcmk3	159	8	on	on	IN
cord-296717-ay4wcmk3	159	9	the	the	DT
cord-296717-ay4wcmk3	159	10	context	context	NN
cord-296717-ay4wcmk3	159	11	,	,	,
cord-296717-ay4wcmk3	159	12	while	while	IN
cord-296717-ay4wcmk3	159	13	the	the	DT
cord-296717-ay4wcmk3	159	14	latter	latter	JJ
cord-296717-ay4wcmk3	159	15	predicts	predict	VBZ
cord-296717-ay4wcmk3	159	16	surrounding	surround	VBG
cord-296717-ay4wcmk3	159	17	words	word	NNS
cord-296717-ay4wcmk3	159	18	given	give	VBN
cord-296717-ay4wcmk3	159	19	the	the	DT
cord-296717-ay4wcmk3	159	20	current	current	JJ
cord-296717-ay4wcmk3	159	21	word	word	NN
cord-296717-ay4wcmk3	159	22	(	(	-LRB-
cord-296717-ay4wcmk3	159	23	Mikolov	Mikolov	NNP
cord-296717-ay4wcmk3	159	24	et	et	FW
cord-296717-ay4wcmk3	159	25	al	al	NNP
cord-296717-ay4wcmk3	159	26	.	.	NNP
cord-296717-ay4wcmk3	159	27	,	,	,
cord-296717-ay4wcmk3	159	28	2013	2013	CD
cord-296717-ay4wcmk3	159	29	)	)	-RRB-
cord-296717-ay4wcmk3	159	30	.	.	.
cord-296717-ay4wcmk3	160	1	Compared	compare	VBN
cord-296717-ay4wcmk3	160	2	with	with	IN
cord-296717-ay4wcmk3	160	3	the	the	DT
cord-296717-ay4wcmk3	160	4	CBOW	CBOW	NNP
cord-296717-ay4wcmk3	160	5	model	model	NN
cord-296717-ay4wcmk3	160	6	,	,	,
cord-296717-ay4wcmk3	160	7	Skip	Skip	NNP
cord-296717-ay4wcmk3	160	8	-	-	HYPH
cord-296717-ay4wcmk3	160	9	Gram	Gram	NNP
cord-296717-ay4wcmk3	160	10	has	have	VBZ
cord-296717-ay4wcmk3	160	11	higher	high	JJR
cord-296717-ay4wcmk3	160	12	semantic	semantic	JJ
cord-296717-ay4wcmk3	160	13	accuracy	accuracy	NN
cord-296717-ay4wcmk3	160	14	,	,	,
cord-296717-ay4wcmk3	160	15	higher	high	JJR
cord-296717-ay4wcmk3	160	16	computational	computational	JJ
cord-296717-ay4wcmk3	160	17	complexity	complexity	NN
cord-296717-ay4wcmk3	160	18	,	,	,
cord-296717-ay4wcmk3	160	19	and	and	CC
cord-296717-ay4wcmk3	160	20	longer	long	JJR
cord-296717-ay4wcmk3	160	21	model	model	NN
cord-296717-ay4wcmk3	160	22	training	training	NN
cord-296717-ay4wcmk3	160	23	time	time	NN
cord-296717-ay4wcmk3	160	24	.	.	.
cord-296717-ay4wcmk3	161	1	In	in	IN
cord-296717-ay4wcmk3	161	2	this	this	DT
cord-296717-ay4wcmk3	161	3	paper	paper	NN
cord-296717-ay4wcmk3	161	4	,	,	,
cord-296717-ay4wcmk3	161	5	the	the	DT
cord-296717-ay4wcmk3	161	6	Skip	Skip	NNP
cord-296717-ay4wcmk3	161	7	-	-	HYPH
cord-296717-ay4wcmk3	161	8	Gram	gram	NN
cord-296717-ay4wcmk3	161	9	model	model	NN
cord-296717-ay4wcmk3	161	10	is	be	VBZ
cord-296717-ay4wcmk3	161	11	used	use	VBN
cord-296717-ay4wcmk3	161	12	to	to	TO
cord-296717-ay4wcmk3	161	13	predict	predict	VB
cord-296717-ay4wcmk3	161	14	words	word	NNS
cord-296717-ay4wcmk3	161	15	through	through	IN
cord-296717-ay4wcmk3	161	16	context	context	NN
cord-296717-ay4wcmk3	161	17	,	,	,
cord-296717-ay4wcmk3	161	18	the	the	DT
cord-296717-ay4wcmk3	161	19	mathematical	mathematical	JJ
cord-296717-ay4wcmk3	161	20	representation	representation	NN
cord-296717-ay4wcmk3	161	21	(	(	-LRB-
cord-296717-ay4wcmk3	161	22	3	3	CD
cord-296717-ay4wcmk3	161	23	)	)	-RRB-
cord-296717-ay4wcmk3	161	24	is	be	VBZ
cord-296717-ay4wcmk3	161	25	as	as	IN
cord-296717-ay4wcmk3	161	26	follows	follow	VBZ
cord-296717-ay4wcmk3	161	27	:	:	:
cord-296717-ay4wcmk3	161	28	where	where	WRB
cord-296717-ay4wcmk3	161	29	the	the	DT
cord-296717-ay4wcmk3	161	30	input	input	NN
cord-296717-ay4wcmk3	161	31	is	be	VBZ
cord-296717-ay4wcmk3	161	32	a	a	DT
cord-296717-ay4wcmk3	161	33	word	word	NN
cord-296717-ay4wcmk3	161	34	in	in	IN
cord-296717-ay4wcmk3	161	35	the	the	DT
cord-296717-ay4wcmk3	161	36	corpus	corpus	NN
cord-296717-ay4wcmk3	161	37	.	.	.
cord-296717-ay4wcmk3	162	1	The	the	DT
cord-296717-ay4wcmk3	162	2	main	main	JJ
cord-296717-ay4wcmk3	162	3	idea	idea	NN
cord-296717-ay4wcmk3	162	4	of	of	IN
cord-296717-ay4wcmk3	162	5	TF	TF	NNP
cord-296717-ay4wcmk3	162	6	-	-	HYPH
cord-296717-ay4wcmk3	162	7	IDF	IDF	NNP
cord-296717-ay4wcmk3	162	8	is	be	VBZ
cord-296717-ay4wcmk3	162	9	if	if	IN
cord-296717-ay4wcmk3	162	10	a	a	DT
cord-296717-ay4wcmk3	162	11	word	word	NN
cord-296717-ay4wcmk3	162	12	or	or	CC
cord-296717-ay4wcmk3	162	13	phrase	phrase	NN
cord-296717-ay4wcmk3	162	14	appears	appear	VBZ
cord-296717-ay4wcmk3	162	15	frequently	frequently	RB
cord-296717-ay4wcmk3	162	16	in	in	IN
cord-296717-ay4wcmk3	162	17	one	one	CD
cord-296717-ay4wcmk3	162	18	article	article	NN
cord-296717-ay4wcmk3	162	19	and	and	CC
cord-296717-ay4wcmk3	162	20	rarely	rarely	RB
cord-296717-ay4wcmk3	162	21	in	in	IN
cord-296717-ay4wcmk3	162	22	other	other	JJ
cord-296717-ay4wcmk3	162	23	articles	article	NNS
cord-296717-ay4wcmk3	162	24	,	,	,
cord-296717-ay4wcmk3	162	25	we	-PRON-	PRP
cord-296717-ay4wcmk3	162	26	infer	infer	VBP
cord-296717-ay4wcmk3	162	27	that	that	IN
cord-296717-ay4wcmk3	162	28	this	this	DT
cord-296717-ay4wcmk3	162	29	word	word	NN
cord-296717-ay4wcmk3	162	30	or	or	CC
cord-296717-ay4wcmk3	162	31	phrase	phrase	NN
cord-296717-ay4wcmk3	162	32	shows	show	VBZ
cord-296717-ay4wcmk3	162	33	good	good	JJ
cord-296717-ay4wcmk3	162	34	performance	performance	NN
cord-296717-ay4wcmk3	162	35	on	on	IN
cord-296717-ay4wcmk3	162	36	distinguishing	distinguish	VBG
cord-296717-ay4wcmk3	162	37	different	different	JJ
cord-296717-ay4wcmk3	162	38	text	text	NN
cord-296717-ay4wcmk3	162	39	information	information	NN
cord-296717-ay4wcmk3	162	40	.	.	.
cord-296717-ay4wcmk3	163	1	Formula	formula	NN
cord-296717-ay4wcmk3	163	2	(	(	-LRB-
cord-296717-ay4wcmk3	163	3	4	4	CD
cord-296717-ay4wcmk3	163	4	)	)	-RRB-
cord-296717-ay4wcmk3	163	5	shows	show	VBZ
cord-296717-ay4wcmk3	163	6	TF	TF	NNP
cord-296717-ay4wcmk3	163	7	-	-	HYPH
cord-296717-ay4wcmk3	163	8	IDF	IDF	NNP
cord-296717-ay4wcmk3	163	9	is	be	VBZ
cord-296717-ay4wcmk3	163	10	the	the	DT
cord-296717-ay4wcmk3	163	11	product	product	NN
cord-296717-ay4wcmk3	163	12	of	of	IN
cord-296717-ay4wcmk3	163	13	TF	TF	NNP
cord-296717-ay4wcmk3	163	14	term	term	NN
cord-296717-ay4wcmk3	163	15	frequency	frequency	NN
cord-296717-ay4wcmk3	163	16	and	and	CC
cord-296717-ay4wcmk3	163	17	IDF	IDF	NNP
cord-296717-ay4wcmk3	163	18	reverse	reverse	NN
cord-296717-ay4wcmk3	163	19	document	document	NN
cord-296717-ay4wcmk3	163	20	frequency	frequency	NN
cord-296717-ay4wcmk3	163	21	.	.	.
cord-296717-ay4wcmk3	163	22	 	 	_SP
cord-296717-ay4wcmk3	164	1	where	where	WRB
cord-296717-ay4wcmk3	164	2	,	,	,
cord-296717-ay4wcmk3	164	3	is	be	VBZ
cord-296717-ay4wcmk3	164	4	the	the	DT
cord-296717-ay4wcmk3	164	5	number	number	NN
cord-296717-ay4wcmk3	164	6	of	of	IN
cord-296717-ay4wcmk3	164	7	times	time	NNS
cord-296717-ay4wcmk3	164	8	that	that	IN
cord-296717-ay4wcmk3	164	9	the	the	DT
cord-296717-ay4wcmk3	164	10	word	word	NN
cord-296717-ay4wcmk3	164	11	appears	appear	VBZ
cord-296717-ay4wcmk3	164	12	in	in	IN
cord-296717-ay4wcmk3	164	13	the	the	DT
cord-296717-ay4wcmk3	164	14	file	file	NN
cord-296717-ay4wcmk3	164	15	,	,	.
cord-296717-ay4wcmk3	165	1	while	while	IN
cord-296717-ay4wcmk3	165	2	the	the	DT
cord-296717-ay4wcmk3	165	3	denominator	denominator	NN
cord-296717-ay4wcmk3	165	4	∑	∑	NNP
cord-296717-ay4wcmk3	165	5	,	,	,
cord-296717-ay4wcmk3	165	6	is	be	VBZ
cord-296717-ay4wcmk3	165	7	the	the	DT
cord-296717-ay4wcmk3	165	8	sum	sum	NN
cord-296717-ay4wcmk3	165	9	of	of	IN
cord-296717-ay4wcmk3	165	10	number	number	NN
cord-296717-ay4wcmk3	165	11	of	of	IN
cord-296717-ay4wcmk3	165	12	times	time	NNS
cord-296717-ay4wcmk3	165	13	that	that	IN
cord-296717-ay4wcmk3	165	14	all	all	PDT
cord-296717-ay4wcmk3	165	15	the	the	DT
cord-296717-ay4wcmk3	165	16	words	word	NNS
cord-296717-ay4wcmk3	165	17	appear	appear	VBP
cord-296717-ay4wcmk3	165	18	in	in	IN
cord-296717-ay4wcmk3	165	19	the	the	DT
cord-296717-ay4wcmk3	165	20	file	file	NN
cord-296717-ay4wcmk3	165	21	,	,	,
cord-296717-ay4wcmk3	165	22	|D|	|D|	NNP
cord-296717-ay4wcmk3	165	23	represents	represent	VBZ
cord-296717-ay4wcmk3	165	24	the	the	DT
cord-296717-ay4wcmk3	165	25	total	total	JJ
cord-296717-ay4wcmk3	165	26	number	number	NN
cord-296717-ay4wcmk3	165	27	of	of	IN
cord-296717-ay4wcmk3	165	28	files	file	NNS
cord-296717-ay4wcmk3	165	29	in	in	IN
cord-296717-ay4wcmk3	165	30	the	the	DT
cord-296717-ay4wcmk3	165	31	corpus	corpus	NN
cord-296717-ay4wcmk3	165	32	,	,	,
cord-296717-ay4wcmk3	165	33	and	and	CC
cord-296717-ay4wcmk3	165	34	|	|	NNP
cord-296717-ay4wcmk3	166	1	{	{	-LRB-
cord-296717-ay4wcmk3	166	2	:	:	:
cord-296717-ay4wcmk3	166	3	∈	∈	NNP
cord-296717-ay4wcmk3	166	4	}	}	-RRB-
cord-296717-ay4wcmk3	166	5	|	|	VBZ
cord-296717-ay4wcmk3	166	6	represents	represent	VBZ
cord-296717-ay4wcmk3	166	7	the	the	DT
cord-296717-ay4wcmk3	166	8	number	number	NN
cord-296717-ay4wcmk3	166	9	of	of	IN
cord-296717-ay4wcmk3	166	10	files	file	NNS
cord-296717-ay4wcmk3	166	11	containing	contain	VBG
cord-296717-ay4wcmk3	166	12	.	.	.
cord-296717-ay4wcmk3	167	1	By	by	IN
cord-296717-ay4wcmk3	167	2	adding	add	VBG
cord-296717-ay4wcmk3	167	3	the	the	DT
cord-296717-ay4wcmk3	167	4	weighted	weighted	JJ
cord-296717-ay4wcmk3	167	5	word2vec	word2vec	NN
cord-296717-ay4wcmk3	167	6	vector	vector	NN
cord-296717-ay4wcmk3	167	7	of	of	IN
cord-296717-ay4wcmk3	167	8	words	word	NNS
cord-296717-ay4wcmk3	167	9	in	in	IN
cord-296717-ay4wcmk3	167	10	document	document	NN
cord-296717-ay4wcmk3	167	11	,	,	,
cord-296717-ay4wcmk3	167	12	we	-PRON-	PRP
cord-296717-ay4wcmk3	167	13	get	get	VBP
cord-296717-ay4wcmk3	167	14	the	the	DT
cord-296717-ay4wcmk3	167	15	new	new	JJ
cord-296717-ay4wcmk3	167	16	J	J	NNP
cord-296717-ay4wcmk3	167	17	o	o	NN
cord-296717-ay4wcmk3	167	18	u	u	NN
cord-296717-ay4wcmk3	167	19	r	r	NN
cord-296717-ay4wcmk3	167	20	n	n	NN
cord-296717-ay4wcmk3	167	21	a	a	DT
cord-296717-ay4wcmk3	167	22	l	l	NN
cord-296717-ay4wcmk3	167	23	P	p	NN
cord-296717-ay4wcmk3	167	24	r	r	NN
cord-296717-ay4wcmk3	167	25	e	e	NN
cord-296717-ay4wcmk3	167	26	-p	-p	NN
cord-296717-ay4wcmk3	167	27	r	r	NN
cord-296717-ay4wcmk3	167	28	o	o	NN
cord-296717-ay4wcmk3	167	29	o	o	NN
cord-296717-ay4wcmk3	167	30	f	f	NN
cord-296717-ay4wcmk3	167	31	vector	vector	NN
cord-296717-ay4wcmk3	167	32	R	r	NN
cord-296717-ay4wcmk3	167	33	(	(	-LRB-
cord-296717-ay4wcmk3	167	34	)	)	-RRB-
cord-296717-ay4wcmk3	167	35	of	of	IN
cord-296717-ay4wcmk3	167	36	document	document	NN
cord-296717-ay4wcmk3	167	37	:	:	:
cord-296717-ay4wcmk3	167	38	where	where	WRB
cord-296717-ay4wcmk3	167	39	2	2	LS
cord-296717-ay4wcmk3	167	40	(	(	-LRB-
cord-296717-ay4wcmk3	167	41	)	)	-RRB-
cord-296717-ay4wcmk3	167	42	is	be	VBZ
cord-296717-ay4wcmk3	167	43	the	the	DT
cord-296717-ay4wcmk3	167	44	word2vec	word2vec	JJ
cord-296717-ay4wcmk3	167	45	vector	vector	NN
cord-296717-ay4wcmk3	167	46	of	of	IN
cord-296717-ay4wcmk3	167	47	word	word	NN
cord-296717-ay4wcmk3	167	48	.	.	.
cord-296717-ay4wcmk3	168	1	(	(	-LRB-
cord-296717-ay4wcmk3	168	2	3	3	LS
cord-296717-ay4wcmk3	168	3	)	)	-RRB-
cord-296717-ay4wcmk3	168	4	Classifiers	classifier	NNS
cord-296717-ay4wcmk3	168	5	for	for	IN
cord-296717-ay4wcmk3	168	6	sentiment	sentiment	NN
cord-296717-ay4wcmk3	168	7	identification	identification	NN
cord-296717-ay4wcmk3	169	1	We	-PRON-	PRP
cord-296717-ay4wcmk3	169	2	use	use	VBP
cord-296717-ay4wcmk3	169	3	Support	support	NN
cord-296717-ay4wcmk3	169	4	Vector	Vector	NNP
cord-296717-ay4wcmk3	169	5	Machine	machine	NN
cord-296717-ay4wcmk3	169	6	(	(	-LRB-
cord-296717-ay4wcmk3	169	7	SVM	SVM	NNP
cord-296717-ay4wcmk3	169	8	)	)	-RRB-
cord-296717-ay4wcmk3	169	9	to	to	TO
cord-296717-ay4wcmk3	169	10	identify	identify	VB
cord-296717-ay4wcmk3	169	11	investor	investor	NN
cord-296717-ay4wcmk3	169	12	sentiment	sentiment	NN
cord-296717-ay4wcmk3	169	13	,	,	,
cord-296717-ay4wcmk3	169	14	which	which	WDT
cord-296717-ay4wcmk3	169	15	has	have	VBZ
cord-296717-ay4wcmk3	169	16	already	already	RB
cord-296717-ay4wcmk3	169	17	become	become	VBN
cord-296717-ay4wcmk3	169	18	an	an	DT
cord-296717-ay4wcmk3	169	19	important	important	JJ
cord-296717-ay4wcmk3	169	20	approach	approach	NN
cord-296717-ay4wcmk3	169	21	for	for	IN
cord-296717-ay4wcmk3	169	22	classification	classification	NN
cord-296717-ay4wcmk3	169	23	due	due	IN
cord-296717-ay4wcmk3	169	24	to	to	IN
cord-296717-ay4wcmk3	169	25	its	-PRON-	PRP$
cord-296717-ay4wcmk3	169	26	outstanding	outstanding	JJ
cord-296717-ay4wcmk3	169	27	performance	performance	NN
cord-296717-ay4wcmk3	169	28	(	(	-LRB-
cord-296717-ay4wcmk3	169	29	Cortes	Cortes	NNP
cord-296717-ay4wcmk3	169	30	and	and	CC
cord-296717-ay4wcmk3	169	31	Vapnik	Vapnik	NNP
cord-296717-ay4wcmk3	169	32	,	,	,
cord-296717-ay4wcmk3	169	33	1995	1995	CD
cord-296717-ay4wcmk3	169	34	;	;	:
cord-296717-ay4wcmk3	170	1	Deng	Deng	NNP
cord-296717-ay4wcmk3	170	2	et	et	NNP
cord-296717-ay4wcmk3	170	3	al	al	NNP
cord-296717-ay4wcmk3	170	4	.	.	NNP
cord-296717-ay4wcmk3	170	5	,	,	,
cord-296717-ay4wcmk3	170	6	2012	2012	CD
cord-296717-ay4wcmk3	170	7	)	)	-RRB-
cord-296717-ay4wcmk3	170	8	.	.	.
cord-296717-ay4wcmk3	171	1	In	in	IN
cord-296717-ay4wcmk3	171	2	the	the	DT
cord-296717-ay4wcmk3	171	3	first	first	JJ
cord-296717-ay4wcmk3	171	4	step	step	NN
cord-296717-ay4wcmk3	171	5	of	of	IN
cord-296717-ay4wcmk3	171	6	"	"	``
cord-296717-ay4wcmk3	171	7	noise	noise	NN
cord-296717-ay4wcmk3	171	8	elimination	elimination	NN
cord-296717-ay4wcmk3	171	9	"	"	''
cord-296717-ay4wcmk3	171	10	identification	identification	NN
cord-296717-ay4wcmk3	171	11	,	,	,
cord-296717-ay4wcmk3	171	12	non	non	JJ
cord-296717-ay4wcmk3	171	13	-	-	JJ
cord-296717-ay4wcmk3	171	14	noise	noise	JJ
cord-296717-ay4wcmk3	171	15	data	data	NN
cord-296717-ay4wcmk3	171	16	is	be	VBZ
cord-296717-ay4wcmk3	171	17	labeled	label	VBN
cord-296717-ay4wcmk3	171	18	with	with	IN
cord-296717-ay4wcmk3	171	19	+1	+1	HYPH
cord-296717-ay4wcmk3	171	20	and	and	CC
cord-296717-ay4wcmk3	171	21	noise	noise	NN
cord-296717-ay4wcmk3	171	22	data	datum	NNS
cord-296717-ay4wcmk3	171	23	with	with	IN
cord-296717-ay4wcmk3	171	24	-1	-1	NN
cord-296717-ay4wcmk3	171	25	.	.	.
cord-296717-ay4wcmk3	172	1	In	in	IN
cord-296717-ay4wcmk3	172	2	the	the	DT
cord-296717-ay4wcmk3	172	3	second	second	JJ
cord-296717-ay4wcmk3	172	4	step	step	NN
cord-296717-ay4wcmk3	172	5	of	of	IN
cord-296717-ay4wcmk3	172	6	"	"	``
cord-296717-ay4wcmk3	172	7	bullish	bullish	JJ
cord-296717-ay4wcmk3	172	8	-	-	HYPH
cord-296717-ay4wcmk3	172	9	bearish	bearish	JJ
cord-296717-ay4wcmk3	172	10	"	"	''
cord-296717-ay4wcmk3	172	11	identification	identification	NN
cord-296717-ay4wcmk3	172	12	,	,	,
cord-296717-ay4wcmk3	172	13	bullish	bullish	JJ
cord-296717-ay4wcmk3	172	14	sentiment	sentiment	NN
cord-296717-ay4wcmk3	172	15	is	be	VBZ
cord-296717-ay4wcmk3	172	16	labeled	label	VBN
cord-296717-ay4wcmk3	172	17	with	with	IN
cord-296717-ay4wcmk3	172	18	+1	+1	HYPH
cord-296717-ay4wcmk3	172	19	and	and	CC
cord-296717-ay4wcmk3	172	20	bearish	bearish	JJ
cord-296717-ay4wcmk3	172	21	sentiment	sentiment	NN
cord-296717-ay4wcmk3	172	22	with	with	IN
cord-296717-ay4wcmk3	172	23	-1	-1	CD
cord-296717-ay4wcmk3	172	24	.	.	.
cord-296717-ay4wcmk3	173	1	Through	through	IN
cord-296717-ay4wcmk3	173	2	the	the	DT
cord-296717-ay4wcmk3	173	3	procedures	procedure	NNS
cord-296717-ay4wcmk3	173	4	of	of	IN
cord-296717-ay4wcmk3	173	5	classifying	classify	VBG
cord-296717-ay4wcmk3	173	6	the	the	DT
cord-296717-ay4wcmk3	173	7	text	text	NN
cord-296717-ay4wcmk3	173	8	,	,	,
cord-296717-ay4wcmk3	173	9	we	-PRON-	PRP
cord-296717-ay4wcmk3	173	10	can	can	MD
cord-296717-ay4wcmk3	173	11	identify	identify	VB
cord-296717-ay4wcmk3	173	12	the	the	DT
cord-296717-ay4wcmk3	173	13	investors	investor	NNS
cord-296717-ay4wcmk3	173	14	'	'	POS
cord-296717-ay4wcmk3	173	15	attitudes	attitude	NNS
cord-296717-ay4wcmk3	173	16	towards	towards	IN
cord-296717-ay4wcmk3	173	17	individual	individual	JJ
cord-296717-ay4wcmk3	173	18	stock	stock	NN
cord-296717-ay4wcmk3	173	19	.	.	.
cord-296717-ay4wcmk3	174	1	Table	table	NN
cord-296717-ay4wcmk3	174	2	4	4	CD
cord-296717-ay4wcmk3	174	3	reports	report	VBZ
cord-296717-ay4wcmk3	174	4	the	the	DT
cord-296717-ay4wcmk3	174	5	classification	classification	NN
cord-296717-ay4wcmk3	174	6	accuracy	accuracy	NN
cord-296717-ay4wcmk3	174	7	rate	rate	NN
cord-296717-ay4wcmk3	174	8	obtained	obtain	VBN
cord-296717-ay4wcmk3	174	9	by	by	IN
cord-296717-ay4wcmk3	174	10	the	the	DT
cord-296717-ay4wcmk3	174	11	10-fold	10-fold	CD
cord-296717-ay4wcmk3	174	12	cross	cross	NN
cord-296717-ay4wcmk3	174	13	validation	validation	NN
cord-296717-ay4wcmk3	174	14	method	method	NN
cord-296717-ay4wcmk3	174	15	.	.	.
cord-296717-ay4wcmk3	175	1	It	-PRON-	PRP
cord-296717-ay4wcmk3	175	2	indicates	indicate	VBZ
cord-296717-ay4wcmk3	175	3	that	that	IN
cord-296717-ay4wcmk3	175	4	the	the	DT
cord-296717-ay4wcmk3	175	5	classification	classification	NN
cord-296717-ay4wcmk3	175	6	accuracy	accuracy	NN
cord-296717-ay4wcmk3	175	7	and	and	CC
cord-296717-ay4wcmk3	175	8	recall	recall	NN
cord-296717-ay4wcmk3	175	9	rate	rate	NN
cord-296717-ay4wcmk3	175	10	based	base	VBN
cord-296717-ay4wcmk3	175	11	on	on	IN
cord-296717-ay4wcmk3	175	12	the	the	DT
cord-296717-ay4wcmk3	175	13	SVM	SVM	NNP
cord-296717-ay4wcmk3	175	14	algorithm	algorithm	NN
cord-296717-ay4wcmk3	175	15	have	have	VBP
cord-296717-ay4wcmk3	175	16	reached	reach	VBN
cord-296717-ay4wcmk3	175	17	more	more	JJR
cord-296717-ay4wcmk3	175	18	than	than	IN
cord-296717-ay4wcmk3	175	19	70	70	CD
cord-296717-ay4wcmk3	175	20	%	%	NN
cord-296717-ay4wcmk3	175	21	.	.	.
cord-296717-ay4wcmk3	176	1	After	after	IN
cord-296717-ay4wcmk3	176	2	identifying	identify	VBG
cord-296717-ay4wcmk3	176	3	individual	individual	JJ
cord-296717-ay4wcmk3	176	4	investor	investor	NN
cord-296717-ay4wcmk3	176	5	sentiment	sentiment	NN
cord-296717-ay4wcmk3	176	6	,	,	,
cord-296717-ay4wcmk3	176	7	we	-PRON-	PRP
cord-296717-ay4wcmk3	176	8	can	can	MD
cord-296717-ay4wcmk3	176	9	combine	combine	VB
cord-296717-ay4wcmk3	176	10	the	the	DT
cord-296717-ay4wcmk3	176	11	views	view	NNS
cord-296717-ay4wcmk3	176	12	of	of	IN
cord-296717-ay4wcmk3	176	13	all	all	DT
cord-296717-ay4wcmk3	176	14	individual	individual	JJ
cord-296717-ay4wcmk3	176	15	investors	investor	NNS
cord-296717-ay4wcmk3	176	16	into	into	IN
cord-296717-ay4wcmk3	176	17	micro	micro	NNP
cord-296717-ay4wcmk3	176	18	investor	investor	NN
cord-296717-ay4wcmk3	176	19	sentiment	sentiment	NN
cord-296717-ay4wcmk3	176	20	index	index	NN
cord-296717-ay4wcmk3	176	21	.	.	.
cord-296717-ay4wcmk3	177	1	In	in	IN
cord-296717-ay4wcmk3	177	2	accordance	accordance	NN
cord-296717-ay4wcmk3	177	3	with	with	IN
cord-296717-ay4wcmk3	177	4	the	the	DT
cord-296717-ay4wcmk3	177	5	method	method	NN
cord-296717-ay4wcmk3	177	6	in	in	IN
cord-296717-ay4wcmk3	177	7	previous	previous	JJ
cord-296717-ay4wcmk3	177	8	literatures	literature	NNS
cord-296717-ay4wcmk3	177	9	(	(	-LRB-
cord-296717-ay4wcmk3	177	10	Antweiler	Antweiler	NNP
cord-296717-ay4wcmk3	177	11	and	and	CC
cord-296717-ay4wcmk3	177	12	Frank	Frank	NNP
cord-296717-ay4wcmk3	177	13	,	,	,
cord-296717-ay4wcmk3	177	14	2004	2004	CD
cord-296717-ay4wcmk3	177	15	;	;	:
cord-296717-ay4wcmk3	177	16	Kim	Kim	NNP
cord-296717-ay4wcmk3	177	17	and	and	CC
cord-296717-ay4wcmk3	177	18	Kim	Kim	NNP
cord-296717-ay4wcmk3	177	19	,	,	,
cord-296717-ay4wcmk3	177	20	2014	2014	CD
cord-296717-ay4wcmk3	177	21	;	;	:
cord-296717-ay4wcmk3	177	22	Wu	Wu	NNP
cord-296717-ay4wcmk3	177	23	et	et	NNP
cord-296717-ay4wcmk3	177	24	al	al	NNP
cord-296717-ay4wcmk3	177	25	.	.	NNP
cord-296717-ay4wcmk3	177	26	,	,	,
cord-296717-ay4wcmk3	177	27	2014	2014	CD
cord-296717-ay4wcmk3	177	28	)	)	-RRB-
cord-296717-ay4wcmk3	177	29	,	,	,
cord-296717-ay4wcmk3	177	30	we	-PRON-	PRP
cord-296717-ay4wcmk3	177	31	define	define	VBP
cord-296717-ay4wcmk3	177	32	as	as	IN
cord-296717-ay4wcmk3	177	33	total	total	JJ
cord-296717-ay4wcmk3	177	34	bullish	bullish	JJ
cord-296717-ay4wcmk3	177	35	posts	post	NNS
cord-296717-ay4wcmk3	177	36	in	in	IN
cord-296717-ay4wcmk3	177	37	time	time	NN
cord-296717-ay4wcmk3	177	38	interval	interval	NN
cord-296717-ay4wcmk3	177	39	t	t	NN
cord-296717-ay4wcmk3	177	40	,	,	,
cord-296717-ay4wcmk3	177	41	and	and	CC
cord-296717-ay4wcmk3	177	42	as	as	IN
cord-296717-ay4wcmk3	177	43	total	total	JJ
cord-296717-ay4wcmk3	177	44	bearish	bearish	JJ
cord-296717-ay4wcmk3	177	45	posts	post	NNS
cord-296717-ay4wcmk3	177	46	in	in	IN
cord-296717-ay4wcmk3	177	47	time	time	NN
cord-296717-ay4wcmk3	177	48	interval	interval	NN
cord-296717-ay4wcmk3	177	49	t.	t.	NNP
cord-296717-ay4wcmk3	178	1	The	the	DT
cord-296717-ay4wcmk3	178	2	calculation	calculation	NN
cord-296717-ay4wcmk3	178	3	for	for	IN
cord-296717-ay4wcmk3	178	4	sentiment	sentiment	NN
cord-296717-ay4wcmk3	178	5	index	index	NN
cord-296717-ay4wcmk3	178	6	is	be	VBZ
cord-296717-ay4wcmk3	178	7	:	:	:
cord-296717-ay4wcmk3	178	8	Eq	Eq	NNP
cord-296717-ay4wcmk3	178	9	.	.	.
cord-296717-ay4wcmk3	179	1	(	(	-LRB-
cord-296717-ay4wcmk3	179	2	6	6	LS
cord-296717-ay4wcmk3	179	3	)	)	-RRB-
cord-296717-ay4wcmk3	179	4	is	be	VBZ
cord-296717-ay4wcmk3	179	5	used	use	VBN
cord-296717-ay4wcmk3	179	6	to	to	TO
cord-296717-ay4wcmk3	179	7	compose	compose	VB
cord-296717-ay4wcmk3	179	8	the	the	DT
cord-296717-ay4wcmk3	179	9	CSI	CSI	NNP
cord-296717-ay4wcmk3	179	10	800	800	CD
cord-296717-ay4wcmk3	179	11	daily	daily	JJ
cord-296717-ay4wcmk3	179	12	micro	micro	NNP
cord-296717-ay4wcmk3	179	13	investor	investor	NNP
cord-296717-ay4wcmk3	179	14	sentiment	sentiment	NNP
cord-296717-ay4wcmk3	179	15	index	index	NN
cord-296717-ay4wcmk3	179	16	,	,	,
cord-296717-ay4wcmk3	179	17	named	name	VBN
cord-296717-ay4wcmk3	179	18	as	as	IN
cord-296717-ay4wcmk3	179	19	MicSI	MicSI	NNP
cord-296717-ay4wcmk3	179	20	,	,	,
cord-296717-ay4wcmk3	179	21	which	which	WDT
cord-296717-ay4wcmk3	179	22	can	can	MD
cord-296717-ay4wcmk3	179	23	reflect	reflect	VB
cord-296717-ay4wcmk3	179	24	the	the	DT
cord-296717-ay4wcmk3	179	25	comparison	comparison	NN
cord-296717-ay4wcmk3	179	26	of	of	IN
cord-296717-ay4wcmk3	179	27	investors	investor	NNS
cord-296717-ay4wcmk3	179	28	'	'	POS
cord-296717-ay4wcmk3	179	29	long	long	JJ
cord-296717-ay4wcmk3	179	30	or	or	CC
cord-296717-ay4wcmk3	179	31	short	short	JJ
cord-296717-ay4wcmk3	179	32	views	view	NNS
cord-296717-ay4wcmk3	179	33	.	.	.
cord-296717-ay4wcmk3	180	1	The	the	DT
cord-296717-ay4wcmk3	180	2	higher	high	JJR
cord-296717-ay4wcmk3	180	3	the	the	DT
cord-296717-ay4wcmk3	180	4	investor	investor	NN
cord-296717-ay4wcmk3	180	5	sentiment	sentiment	NN
cord-296717-ay4wcmk3	180	6	index	index	NN
cord-296717-ay4wcmk3	180	7	,	,	,
cord-296717-ay4wcmk3	180	8	the	the	DT
cord-296717-ay4wcmk3	180	9	more	more	JJR
cord-296717-ay4wcmk3	180	10	investors	investor	NNS
cord-296717-ay4wcmk3	180	11	hold	hold	VBP
cord-296717-ay4wcmk3	180	12	positive	positive	JJ
cord-296717-ay4wcmk3	180	13	expectation	expectation	NN
cord-296717-ay4wcmk3	180	14	on	on	IN
cord-296717-ay4wcmk3	180	15	the	the	DT
cord-296717-ay4wcmk3	180	16	future	future	JJ
cord-296717-ay4wcmk3	180	17	stock	stock	NN
cord-296717-ay4wcmk3	180	18	market	market	NN
cord-296717-ay4wcmk3	180	19	.	.	.
cord-296717-ay4wcmk3	181	1	average	average	JJ
cord-296717-ay4wcmk3	181	2	,	,	,
cord-296717-ay4wcmk3	181	3	investor	investor	NN
cord-296717-ay4wcmk3	181	4	sentiment	sentiment	NN
cord-296717-ay4wcmk3	181	5	is	be	VBZ
cord-296717-ay4wcmk3	181	6	towards	towards	IN
cord-296717-ay4wcmk3	181	7	bearish	bearish	JJ
cord-296717-ay4wcmk3	181	8	,	,	,
cord-296717-ay4wcmk3	181	9	which	which	WDT
cord-296717-ay4wcmk3	181	10	demonstrates	demonstrate	VBZ
cord-296717-ay4wcmk3	181	11	the	the	DT
cord-296717-ay4wcmk3	181	12	viewpoint	viewpoint	NN
cord-296717-ay4wcmk3	181	13	of	of	IN
cord-296717-ay4wcmk3	181	14	investors	investor	NNS
cord-296717-ay4wcmk3	181	15	'	'	POS
cord-296717-ay4wcmk3	181	16	irrational	irrational	JJ
cord-296717-ay4wcmk3	181	17	biases	bias	NNS
cord-296717-ay4wcmk3	181	18	in	in	IN
cord-296717-ay4wcmk3	181	19	behavioral	behavioral	JJ
cord-296717-ay4wcmk3	181	20	finance	finance	NN
cord-296717-ay4wcmk3	181	21	(	(	-LRB-
cord-296717-ay4wcmk3	181	22	Odean	Odean	NNP
cord-296717-ay4wcmk3	181	23	,	,	,
cord-296717-ay4wcmk3	181	24	1998	1998	CD
cord-296717-ay4wcmk3	181	25	)	)	-RRB-
cord-296717-ay4wcmk3	181	26	.	.	.
cord-296717-ay4wcmk3	182	1	(	(	-LRB-
cord-296717-ay4wcmk3	182	2	EXCEL	EXCEL	NNP
cord-296717-ay4wcmk3	182	3	format	format	NN
cord-296717-ay4wcmk3	182	4	,	,	,
cord-296717-ay4wcmk3	182	5	1-column	1-column	CD
cord-296717-ay4wcmk3	182	6	fitting	fitting	JJ
cord-296717-ay4wcmk3	182	7	image	image	NN
cord-296717-ay4wcmk3	182	8	)	)	-RRB-
cord-296717-ay4wcmk3	182	9	，	，	.
cord-296717-ay4wcmk3	183	1	The	the	DT
cord-296717-ay4wcmk3	183	2	U.S.	U.S.	NNP
cord-296717-ay4wcmk3	183	3	volatility	volatility	NN
cord-296717-ay4wcmk3	183	4	index	index	NN
cord-296717-ay4wcmk3	183	5	VIX	VIX	NNP
cord-296717-ay4wcmk3	183	6	has	have	VBZ
cord-296717-ay4wcmk3	183	7	the	the	DT
cord-296717-ay4wcmk3	183	8	ability	ability	NN
cord-296717-ay4wcmk3	183	9	of	of	IN
cord-296717-ay4wcmk3	183	10	reflecting	reflect	VBG
cord-296717-ay4wcmk3	183	11	investor	investor	NN
cord-296717-ay4wcmk3	183	12	sentiment	sentiment	NN
cord-296717-ay4wcmk3	183	13	,	,	,
cord-296717-ay4wcmk3	183	14	thus	thus	RB
cord-296717-ay4wcmk3	183	15	it	-PRON-	PRP
cord-296717-ay4wcmk3	183	16	is	be	VBZ
cord-296717-ay4wcmk3	183	17	known	know	VBN
cord-296717-ay4wcmk3	183	18	as	as	IN
cord-296717-ay4wcmk3	183	19	"	"	``
cord-296717-ay4wcmk3	183	20	the	the	DT
cord-296717-ay4wcmk3	183	21	investor	investor	NN
cord-296717-ay4wcmk3	183	22	fear	fear	NN
cord-296717-ay4wcmk3	183	23	gauge	gauge	NN
cord-296717-ay4wcmk3	183	24	"	"	''
cord-296717-ay4wcmk3	183	25	.	.	.
cord-296717-ay4wcmk3	184	1	In	in	IN
cord-296717-ay4wcmk3	184	2	order	order	NN
cord-296717-ay4wcmk3	184	3	to	to	TO
cord-296717-ay4wcmk3	184	4	study	study	VB
cord-296717-ay4wcmk3	184	5	whether	whether	IN
cord-296717-ay4wcmk3	184	6	the	the	DT
cord-296717-ay4wcmk3	184	7	Chinese	chinese	JJ
cord-296717-ay4wcmk3	184	8	volatility	volatility	NN
cord-296717-ay4wcmk3	184	9	index	index	NN
cord-296717-ay4wcmk3	184	10	iVX	ivx	XX
cord-296717-ay4wcmk3	184	11	possess	possess	VBP
cord-296717-ay4wcmk3	184	12	this	this	DT
cord-296717-ay4wcmk3	184	13	capability	capability	NN
cord-296717-ay4wcmk3	184	14	,	,	,
cord-296717-ay4wcmk3	184	15	we	-PRON-	PRP
cord-296717-ay4wcmk3	184	16	conduct	conduct	VBP
cord-296717-ay4wcmk3	184	17	the	the	DT
cord-296717-ay4wcmk3	184	18	following	follow	VBG
cord-296717-ay4wcmk3	184	19	research	research	NN
cord-296717-ay4wcmk3	184	20	.	.	.
cord-296717-ay4wcmk3	185	1	First	first	RB
cord-296717-ay4wcmk3	185	2	,	,	,
cord-296717-ay4wcmk3	185	3	we	-PRON-	PRP
cord-296717-ay4wcmk3	185	4	decompose	decompose	VBP
cord-296717-ay4wcmk3	185	5	iVX	ivx	XX
cord-296717-ay4wcmk3	185	6	into	into	IN
cord-296717-ay4wcmk3	185	7	short	short	JJ
cord-296717-ay4wcmk3	185	8	-	-	HYPH
cord-296717-ay4wcmk3	185	9	term	term	NN
cord-296717-ay4wcmk3	185	10	,	,	,
cord-296717-ay4wcmk3	185	11	medium	medium	JJ
cord-296717-ay4wcmk3	185	12	-	-	HYPH
cord-296717-ay4wcmk3	185	13	term	term	NN
cord-296717-ay4wcmk3	185	14	and	and	CC
cord-296717-ay4wcmk3	185	15	long	long	JJ
cord-296717-ay4wcmk3	185	16	-	-	HYPH
cord-296717-ay4wcmk3	185	17	term	term	NN
cord-296717-ay4wcmk3	185	18	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	185	19	,	,	,
cord-296717-ay4wcmk3	185	20	considering	consider	VBG
cord-296717-ay4wcmk3	185	21	macro	macro	JJ
cord-296717-ay4wcmk3	185	22	-	-	HYPH
cord-296717-ay4wcmk3	185	23	level	level	NN
cord-296717-ay4wcmk3	185	24	sentiment	sentiment	NN
cord-296717-ay4wcmk3	185	25	is	be	VBZ
cord-296717-ay4wcmk3	185	26	the	the	DT
cord-296717-ay4wcmk3	185	27	investor	investor	NN
cord-296717-ay4wcmk3	185	28	's	's	POS
cord-296717-ay4wcmk3	185	29	sentiment	sentiment	NN
cord-296717-ay4wcmk3	185	30	towards	towards	IN
cord-296717-ay4wcmk3	185	31	the	the	DT
cord-296717-ay4wcmk3	185	32	market	market	NN
cord-296717-ay4wcmk3	185	33	,	,	,
cord-296717-ay4wcmk3	185	34	which	which	WDT
cord-296717-ay4wcmk3	185	35	lasts	last	VBZ
cord-296717-ay4wcmk3	185	36	for	for	IN
cord-296717-ay4wcmk3	185	37	a	a	DT
cord-296717-ay4wcmk3	185	38	long	long	JJ
cord-296717-ay4wcmk3	185	39	time	time	NN
cord-296717-ay4wcmk3	185	40	,	,	,
cord-296717-ay4wcmk3	185	41	and	and	CC
cord-296717-ay4wcmk3	185	42	the	the	DT
cord-296717-ay4wcmk3	185	43	persistence	persistence	NN
cord-296717-ay4wcmk3	185	44	of	of	IN
cord-296717-ay4wcmk3	185	45	meso	meso	NN
cord-296717-ay4wcmk3	185	46	level	level	NN
cord-296717-ay4wcmk3	185	47	and	and	CC
cord-296717-ay4wcmk3	185	48	micro	micro	JJ
cord-296717-ay4wcmk3	185	49	level	level	NN
cord-296717-ay4wcmk3	185	50	sentiment	sentiment	NN
cord-296717-ay4wcmk3	185	51	decreases	decrease	VBZ
cord-296717-ay4wcmk3	185	52	in	in	IN
cord-296717-ay4wcmk3	185	53	turn	turn	NN
cord-296717-ay4wcmk3	185	54	.	.	.
cord-296717-ay4wcmk3	186	1	Then	then	RB
cord-296717-ay4wcmk3	186	2	we	-PRON-	PRP
cord-296717-ay4wcmk3	186	3	explore	explore	VBP
cord-296717-ay4wcmk3	186	4	the	the	DT
cord-296717-ay4wcmk3	186	5	relationship	relationship	NN
cord-296717-ay4wcmk3	186	6	between	between	IN
cord-296717-ay4wcmk3	186	7	the	the	DT
cord-296717-ay4wcmk3	186	8	decomposed	decompose	VBN
cord-296717-ay4wcmk3	186	9	iVX	ivx	NN
cord-296717-ay4wcmk3	186	10	and	and	CC
cord-296717-ay4wcmk3	186	11	corresponding	corresponding	JJ
cord-296717-ay4wcmk3	186	12	sentiment	sentiment	NN
cord-296717-ay4wcmk3	186	13	respectively	respectively	RB
cord-296717-ay4wcmk3	186	14	.	.	.
cord-296717-ay4wcmk3	187	1	Compared	compare	VBN
cord-296717-ay4wcmk3	187	2	to	to	IN
cord-296717-ay4wcmk3	187	3	that	that	DT
cord-296717-ay4wcmk3	187	4	,	,	,
cord-296717-ay4wcmk3	187	5	the	the	DT
cord-296717-ay4wcmk3	187	6	relationship	relationship	NN
cord-296717-ay4wcmk3	187	7	between	between	IN
cord-296717-ay4wcmk3	187	8	the	the	DT
cord-296717-ay4wcmk3	187	9	iVX	ivx	NN
cord-296717-ay4wcmk3	187	10	and	and	CC
cord-296717-ay4wcmk3	187	11	sentiment	sentiment	NN
cord-296717-ay4wcmk3	187	12	is	be	VBZ
cord-296717-ay4wcmk3	187	13	also	also	RB
cord-296717-ay4wcmk3	187	14	examined	examine	VBN
cord-296717-ay4wcmk3	187	15	on	on	IN
cord-296717-ay4wcmk3	187	16	each	each	DT
cord-296717-ay4wcmk3	187	17	level	level	NN
cord-296717-ay4wcmk3	187	18	.	.	.
cord-296717-ay4wcmk3	188	1	With	with	IN
cord-296717-ay4wcmk3	188	2	the	the	DT
cord-296717-ay4wcmk3	188	3	above	above	JJ
cord-296717-ay4wcmk3	188	4	process	process	NN
cord-296717-ay4wcmk3	188	5	,	,	,
cord-296717-ay4wcmk3	188	6	we	-PRON-	PRP
cord-296717-ay4wcmk3	188	7	can	can	MD
cord-296717-ay4wcmk3	188	8	verify	verify	VB
cord-296717-ay4wcmk3	188	9	whether	whether	IN
cord-296717-ay4wcmk3	188	10	iVX	iVX	NNP
cord-296717-ay4wcmk3	188	11	is	be	VBZ
cord-296717-ay4wcmk3	188	12	a	a	DT
cord-296717-ay4wcmk3	188	13	proper	proper	JJ
cord-296717-ay4wcmk3	188	14	representation	representation	NN
cord-296717-ay4wcmk3	188	15	of	of	IN
cord-296717-ay4wcmk3	188	16	investor	investor	NN
cord-296717-ay4wcmk3	188	17	sentiment	sentiment	NN
cord-296717-ay4wcmk3	188	18	.	.	.
cord-296717-ay4wcmk3	188	19	 	 	_SP
cord-296717-ay4wcmk3	189	1	Previous	previous	JJ
cord-296717-ay4wcmk3	189	2	studies	study	NNS
cord-296717-ay4wcmk3	189	3	show	show	VBP
cord-296717-ay4wcmk3	189	4	short	short	JJ
cord-296717-ay4wcmk3	189	5	-	-	HYPH
cord-296717-ay4wcmk3	189	6	term	term	NN
cord-296717-ay4wcmk3	189	7	volatility	volatility	NN
cord-296717-ay4wcmk3	189	8	clustering	clustering	NN
cord-296717-ay4wcmk3	189	9	(	(	-LRB-
cord-296717-ay4wcmk3	189	10	Gray,1996	Gray,1996	NNP
cord-296717-ay4wcmk3	189	11	;	;	:
cord-296717-ay4wcmk3	189	12	Cont	Cont	NNP
cord-296717-ay4wcmk3	189	13	,	,	,
cord-296717-ay4wcmk3	189	14	2007	2007	CD
cord-296717-ay4wcmk3	189	15	)	)	-RRB-
cord-296717-ay4wcmk3	189	16	and	and	CC
cord-296717-ay4wcmk3	189	17	long	long	JJ
cord-296717-ay4wcmk3	189	18	-	-	HYPH
cord-296717-ay4wcmk3	189	19	term	term	NN
cord-296717-ay4wcmk3	189	20	mean	mean	JJ
cord-296717-ay4wcmk3	189	21	reverting	revert	VBG
cord-296717-ay4wcmk3	189	22	of	of	IN
cord-296717-ay4wcmk3	189	23	the	the	DT
cord-296717-ay4wcmk3	189	24	volatility	volatility	NN
cord-296717-ay4wcmk3	189	25	(	(	-LRB-
cord-296717-ay4wcmk3	189	26	Bollerslev	Bollerslev	NNP
cord-296717-ay4wcmk3	189	27	and	and	CC
cord-296717-ay4wcmk3	189	28	Mikkelsen	Mikkelsen	NNP
cord-296717-ay4wcmk3	189	29	,	,	,
cord-296717-ay4wcmk3	189	30	1996	1996	CD
cord-296717-ay4wcmk3	189	31	;	;	:
cord-296717-ay4wcmk3	189	32	Arav	Arav	NNP
cord-296717-ay4wcmk3	189	33	et	et	NNP
cord-296717-ay4wcmk3	189	34	al	al	NNP
cord-296717-ay4wcmk3	189	35	.	.	NNP
cord-296717-ay4wcmk3	189	36	,2018	,2018	,
cord-296717-ay4wcmk3	189	37	)	)	-RRB-
cord-296717-ay4wcmk3	189	38	,	,	,
cord-296717-ay4wcmk3	189	39	which	which	WDT
cord-296717-ay4wcmk3	189	40	indicates	indicate	VBZ
cord-296717-ay4wcmk3	189	41	the	the	DT
cord-296717-ay4wcmk3	189	42	characteristics	characteristic	NNS
cord-296717-ay4wcmk3	189	43	of	of	IN
cord-296717-ay4wcmk3	189	44	stock	stock	NN
cord-296717-ay4wcmk3	189	45	market	market	NN
cord-296717-ay4wcmk3	189	46	on	on	IN
cord-296717-ay4wcmk3	189	47	different	different	JJ
cord-296717-ay4wcmk3	189	48	time	time	NN
cord-296717-ay4wcmk3	189	49	scales	scale	NNS
cord-296717-ay4wcmk3	189	50	are	be	VBP
cord-296717-ay4wcmk3	189	51	not	not	RB
cord-296717-ay4wcmk3	189	52	consistent	consistent	JJ
cord-296717-ay4wcmk3	189	53	.	.	.
cord-296717-ay4wcmk3	190	1	In	in	IN
cord-296717-ay4wcmk3	190	2	order	order	NN
cord-296717-ay4wcmk3	190	3	to	to	TO
cord-296717-ay4wcmk3	190	4	obtain	obtain	VB
cord-296717-ay4wcmk3	190	5	the	the	DT
cord-296717-ay4wcmk3	190	6	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	190	7	on	on	IN
cord-296717-ay4wcmk3	190	8	different	different	JJ
cord-296717-ay4wcmk3	190	9	time	time	NN
cord-296717-ay4wcmk3	190	10	scales	scale	NNS
cord-296717-ay4wcmk3	190	11	,	,	,
cord-296717-ay4wcmk3	190	12	we	-PRON-	PRP
cord-296717-ay4wcmk3	190	13	need	need	VBP
cord-296717-ay4wcmk3	190	14	to	to	TO
cord-296717-ay4wcmk3	190	15	decompose	decompose	VB
cord-296717-ay4wcmk3	190	16	iVX	ivx	XX
cord-296717-ay4wcmk3	190	17	.	.	.
cord-296717-ay4wcmk3	191	1	Since	since	IN
cord-296717-ay4wcmk3	191	2	the	the	DT
cord-296717-ay4wcmk3	191	3	duration	duration	NN
cord-296717-ay4wcmk3	191	4	of	of	IN
cord-296717-ay4wcmk3	191	5	three	three	CD
cord-296717-ay4wcmk3	191	6	levels	level	NNS
cord-296717-ay4wcmk3	191	7	of	of	IN
cord-296717-ay4wcmk3	191	8	sentiment	sentiment	NN
cord-296717-ay4wcmk3	191	9	is	be	VBZ
cord-296717-ay4wcmk3	191	10	different	different	JJ
cord-296717-ay4wcmk3	191	11	,	,	,
cord-296717-ay4wcmk3	191	12	if	if	IN
cord-296717-ay4wcmk3	191	13	iVX	iVX	NNP
cord-296717-ay4wcmk3	191	14	has	have	VBZ
cord-296717-ay4wcmk3	191	15	the	the	DT
cord-296717-ay4wcmk3	191	16	ability	ability	NN
cord-296717-ay4wcmk3	191	17	of	of	IN
cord-296717-ay4wcmk3	191	18	representing	represent	VBG
cord-296717-ay4wcmk3	191	19	sentiment	sentiment	NN
cord-296717-ay4wcmk3	191	20	,	,	,
cord-296717-ay4wcmk3	191	21	the	the	DT
cord-296717-ay4wcmk3	191	22	short	short	JJ
cord-296717-ay4wcmk3	191	23	-	-	HYPH
cord-296717-ay4wcmk3	191	24	term	term	NN
cord-296717-ay4wcmk3	191	25	with	with	IN
cord-296717-ay4wcmk3	191	26	high	high	JJ
cord-296717-ay4wcmk3	191	27	frequency	frequency	NN
cord-296717-ay4wcmk3	191	28	,	,	,
cord-296717-ay4wcmk3	191	29	medium	medium	JJ
cord-296717-ay4wcmk3	191	30	-	-	HYPH
cord-296717-ay4wcmk3	191	31	term	term	NN
cord-296717-ay4wcmk3	191	32	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	191	33	with	with	IN
cord-296717-ay4wcmk3	191	34	low	low	JJ
cord-296717-ay4wcmk3	191	35	frequency	frequency	NN
cord-296717-ay4wcmk3	191	36	and	and	CC
cord-296717-ay4wcmk3	191	37	long	long	JJ
cord-296717-ay4wcmk3	191	38	-	-	HYPH
cord-296717-ay4wcmk3	191	39	term	term	NN
cord-296717-ay4wcmk3	191	40	trend	trend	NN
cord-296717-ay4wcmk3	191	41	obtained	obtain	VBN
cord-296717-ay4wcmk3	191	42	after	after	IN
cord-296717-ay4wcmk3	191	43	decomposition	decomposition	NN
cord-296717-ay4wcmk3	191	44	should	should	MD
cord-296717-ay4wcmk3	191	45	have	have	VB
cord-296717-ay4wcmk3	191	46	a	a	DT
cord-296717-ay4wcmk3	191	47	relationship	relationship	NN
cord-296717-ay4wcmk3	191	48	with	with	IN
cord-296717-ay4wcmk3	191	49	corresponding	correspond	VBG
cord-296717-ay4wcmk3	191	50	sentiment	sentiment	NN
cord-296717-ay4wcmk3	191	51	at	at	IN
cord-296717-ay4wcmk3	191	52	the	the	DT
cord-296717-ay4wcmk3	191	53	level	level	NN
cord-296717-ay4wcmk3	191	54	of	of	IN
cord-296717-ay4wcmk3	191	55	macro	macro	NN
cord-296717-ay4wcmk3	191	56	,	,	,
cord-296717-ay4wcmk3	191	57	meso	meso	NNP
cord-296717-ay4wcmk3	191	58	and	and	CC
cord-296717-ay4wcmk3	191	59	micro	micro	NNP
cord-296717-ay4wcmk3	191	60	.	.	.
cord-296717-ay4wcmk3	192	1	We	-PRON-	PRP
cord-296717-ay4wcmk3	192	2	use	use	VBP
cord-296717-ay4wcmk3	192	3	EEMD	EEMD	NNP
cord-296717-ay4wcmk3	192	4	to	to	TO
cord-296717-ay4wcmk3	192	5	operate	operate	VB
cord-296717-ay4wcmk3	192	6	decomposition	decomposition	NN
cord-296717-ay4wcmk3	192	7	.	.	.
cord-296717-ay4wcmk3	193	1	Compared	compare	VBN
cord-296717-ay4wcmk3	193	2	with	with	IN
cord-296717-ay4wcmk3	193	3	wavelet	wavelet	JJ
cord-296717-ay4wcmk3	193	4	analysis	analysis	NN
cord-296717-ay4wcmk3	193	5	,	,	,
cord-296717-ay4wcmk3	193	6	it	-PRON-	PRP
cord-296717-ay4wcmk3	193	7	can	can	MD
cord-296717-ay4wcmk3	193	8	avoid	avoid	VB
cord-296717-ay4wcmk3	193	9	the	the	DT
cord-296717-ay4wcmk3	193	10	instability	instability	NN
cord-296717-ay4wcmk3	193	11	of	of	IN
cord-296717-ay4wcmk3	193	12	the	the	DT
cord-296717-ay4wcmk3	193	13	result	result	NN
cord-296717-ay4wcmk3	193	14	caused	cause	VBN
cord-296717-ay4wcmk3	193	15	by	by	IN
cord-296717-ay4wcmk3	193	16	manual	manual	JJ
cord-296717-ay4wcmk3	193	17	selection	selection	NN
cord-296717-ay4wcmk3	193	18	of	of	IN
cord-296717-ay4wcmk3	193	19	wavelet	wavelet	JJ
cord-296717-ay4wcmk3	193	20	function	function	NN
cord-296717-ay4wcmk3	193	21	.	.	.
cord-296717-ay4wcmk3	194	1	Moreover	moreover	RB
cord-296717-ay4wcmk3	194	2	,	,	,
cord-296717-ay4wcmk3	194	3	compared	compare	VBN
cord-296717-ay4wcmk3	194	4	with	with	IN
cord-296717-ay4wcmk3	194	5	fast	fast	JJ
cord-296717-ay4wcmk3	194	6	Fourier	Fourier	NNP
cord-296717-ay4wcmk3	194	7	transform	transform	NN
cord-296717-ay4wcmk3	194	8	,	,	,
cord-296717-ay4wcmk3	194	9	it	-PRON-	PRP
cord-296717-ay4wcmk3	194	10	can	can	MD
cord-296717-ay4wcmk3	194	11	realize	realize	VB
cord-296717-ay4wcmk3	194	12	the	the	DT
cord-296717-ay4wcmk3	194	13	analysis	analysis	NN
cord-296717-ay4wcmk3	194	14	of	of	IN
cord-296717-ay4wcmk3	194	15	high	high	JJ
cord-296717-ay4wcmk3	194	16	-	-	HYPH
cord-296717-ay4wcmk3	194	17	frequency	frequency	NN
cord-296717-ay4wcmk3	194	18	data	datum	NNS
cord-296717-ay4wcmk3	194	19	volatility	volatility	NN
cord-296717-ay4wcmk3	194	20	.	.	.
cord-296717-ay4wcmk3	195	1	Therefore	therefore	RB
cord-296717-ay4wcmk3	195	2	,	,	,
cord-296717-ay4wcmk3	195	3	EEMD	EEMD	NNP
cord-296717-ay4wcmk3	195	4	is	be	VBZ
cord-296717-ay4wcmk3	195	5	chosen	choose	VBN
cord-296717-ay4wcmk3	195	6	to	to	TO
cord-296717-ay4wcmk3	195	7	decompose	decompose	VB
cord-296717-ay4wcmk3	195	8	iVX	ivx	XX
cord-296717-ay4wcmk3	195	9	.	.	.
cord-296717-ay4wcmk3	196	1	(	(	-LRB-
cord-296717-ay4wcmk3	196	2	1	1	LS
cord-296717-ay4wcmk3	196	3	)	)	-RRB-
cord-296717-ay4wcmk3	196	4	EEMD	EEMD	NNP
cord-296717-ay4wcmk3	196	5	model	model	NN
cord-296717-ay4wcmk3	197	1	The	the	DT
cord-296717-ay4wcmk3	197	2	EEMD	EEMD	NNP
cord-296717-ay4wcmk3	197	3	algorithm	algorithm	NN
cord-296717-ay4wcmk3	197	4	can	can	MD
cord-296717-ay4wcmk3	197	5	be	be	VB
cord-296717-ay4wcmk3	197	6	summarized	summarize	VBN
cord-296717-ay4wcmk3	197	7	as	as	IN
cord-296717-ay4wcmk3	197	8	follows	follow	VBZ
cord-296717-ay4wcmk3	197	9	:	:	:
cord-296717-ay4wcmk3	197	10	Step	step	NN
cord-296717-ay4wcmk3	197	11	1	1	CD
cord-296717-ay4wcmk3	197	12	.	.	.
cord-296717-ay4wcmk3	198	1	Initialize	initialize	VB
cord-296717-ay4wcmk3	198	2	the	the	DT
cord-296717-ay4wcmk3	198	3	number	number	NN
cord-296717-ay4wcmk3	198	4	of	of	IN
cord-296717-ay4wcmk3	198	5	realizations	realization	NNS
cord-296717-ay4wcmk3	198	6	and	and	CC
cord-296717-ay4wcmk3	198	7	amplitudes	amplitude	NNS
cord-296717-ay4wcmk3	198	8	of	of	IN
cord-296717-ay4wcmk3	198	9	added	add	VBN
cord-296717-ay4wcmk3	198	10	white	white	JJ
cord-296717-ay4wcmk3	198	11	noise	noise	NN
cord-296717-ay4wcmk3	198	12	.	.	.
cord-296717-ay4wcmk3	199	1	Set	Set	VBN
cord-296717-ay4wcmk3	199	2	m	m	CD
cord-296717-ay4wcmk3	199	3	equal	equal	JJ
cord-296717-ay4wcmk3	199	4	1	1	CD
cord-296717-ay4wcmk3	199	5	.	.	.
cord-296717-ay4wcmk3	200	1	Step	step	NN
cord-296717-ay4wcmk3	200	2	2	2	CD
cord-296717-ay4wcmk3	200	3	.	.	.
cord-296717-ay4wcmk3	201	1	Perform	perform	VB
cord-296717-ay4wcmk3	201	2	the	the	DT
cord-296717-ay4wcmk3	201	3	mth	mth	NNP
cord-296717-ay4wcmk3	201	4	EMD	EMD	NNP
cord-296717-ay4wcmk3	201	5	decomposition	decomposition	NN
cord-296717-ay4wcmk3	201	6	.	.	.
cord-296717-ay4wcmk3	202	1	1)Add	1)add	CD
cord-296717-ay4wcmk3	202	2	white	white	JJ
cord-296717-ay4wcmk3	202	3	noise	noise	NN
cord-296717-ay4wcmk3	202	4	(	(	-LRB-
cord-296717-ay4wcmk3	202	5	)	)	-RRB-
cord-296717-ay4wcmk3	202	6	with	with	IN
cord-296717-ay4wcmk3	202	7	the	the	DT
cord-296717-ay4wcmk3	202	8	given	give	VBN
cord-296717-ay4wcmk3	202	9	signal	signal	NN
cord-296717-ay4wcmk3	202	10	(	(	-LRB-
cord-296717-ay4wcmk3	202	11	)	)	-RRB-
cord-296717-ay4wcmk3	202	12	.	.	.
cord-296717-ay4wcmk3	203	1	(	(	-LRB-
cord-296717-ay4wcmk3	203	2	)	)	-RRB-
cord-296717-ay4wcmk3	203	3	=	=	NFP
cord-296717-ay4wcmk3	204	1	(	(	-LRB-
cord-296717-ay4wcmk3	204	2	)	)	-RRB-
cord-296717-ay4wcmk3	204	3	+	+	JJ
cord-296717-ay4wcmk3	204	4	(	(	-LRB-
cord-296717-ay4wcmk3	204	5	)	)	-RRB-
cord-296717-ay4wcmk3	204	6	J	J	NNP
cord-296717-ay4wcmk3	204	7	o	o	NN
cord-296717-ay4wcmk3	204	8	u	u	NN
cord-296717-ay4wcmk3	204	9	r	r	NN
cord-296717-ay4wcmk3	204	10	n	n	NN
cord-296717-ay4wcmk3	204	11	a	a	DT
cord-296717-ay4wcmk3	204	12	l	l	NN
cord-296717-ay4wcmk3	204	13	P	p	NN
cord-296717-ay4wcmk3	204	14	r	r	NN
cord-296717-ay4wcmk3	204	15	e	e	NN
cord-296717-ay4wcmk3	204	16	-p	-p	NN
cord-296717-ay4wcmk3	205	1	r	r	LS
cord-296717-ay4wcmk3	206	1	o	o	UH
cord-296717-ay4wcmk3	207	1	o	o	UH
cord-296717-ay4wcmk3	207	2	f	f	NNP
cord-296717-ay4wcmk3	208	1	Where	where	WRB
cord-296717-ay4wcmk3	208	2	(	(	-LRB-
cord-296717-ay4wcmk3	208	3	)	)	-RRB-
cord-296717-ay4wcmk3	208	4	is	be	VBZ
cord-296717-ay4wcmk3	208	5	the	the	DT
cord-296717-ay4wcmk3	208	6	white	white	JJ
cord-296717-ay4wcmk3	208	7	noise	noise	NN
cord-296717-ay4wcmk3	208	8	added	add	VBN
cord-296717-ay4wcmk3	208	9	at	at	IN
cord-296717-ay4wcmk3	208	10	the	the	DT
cord-296717-ay4wcmk3	208	11	mth	mth	NNP
cord-296717-ay4wcmk3	208	12	time	time	NN
cord-296717-ay4wcmk3	208	13	,	,	,
cord-296717-ay4wcmk3	208	14	and	and	CC
cord-296717-ay4wcmk3	208	15	(	(	-LRB-
cord-296717-ay4wcmk3	208	16	)	)	-RRB-
cord-296717-ay4wcmk3	208	17	is	be	VBZ
cord-296717-ay4wcmk3	208	18	the	the	DT
cord-296717-ay4wcmk3	208	19	signal	signal	NN
cord-296717-ay4wcmk3	208	20	containing	contain	VBG
cord-296717-ay4wcmk3	208	21	white	white	JJ
cord-296717-ay4wcmk3	208	22	noise	noise	NN
cord-296717-ay4wcmk3	208	23	at	at	IN
cord-296717-ay4wcmk3	208	24	the	the	DT
cord-296717-ay4wcmk3	208	25	mth	mth	NNP
cord-296717-ay4wcmk3	208	26	time	time	NN
cord-296717-ay4wcmk3	208	27	.	.	.
cord-296717-ay4wcmk3	209	1	2)After	2)after	CD
cord-296717-ay4wcmk3	209	2	employing	employ	VBG
cord-296717-ay4wcmk3	209	3	EMD	EMD	NNP
cord-296717-ay4wcmk3	209	4	to	to	TO
cord-296717-ay4wcmk3	209	5	decompose	decompose	VB
cord-296717-ay4wcmk3	209	6	the	the	DT
cord-296717-ay4wcmk3	209	7	signal	signal	NN
cord-296717-ay4wcmk3	209	8	(	(	-LRB-
cord-296717-ay4wcmk3	209	9	)	)	-RRB-
cord-296717-ay4wcmk3	209	10	,	,	,
cord-296717-ay4wcmk3	209	11	we	-PRON-	PRP
cord-296717-ay4wcmk3	209	12	get	get	VBP
cord-296717-ay4wcmk3	209	13	a	a	DT
cord-296717-ay4wcmk3	209	14	group	group	NN
cord-296717-ay4wcmk3	209	15	of	of	IN
cord-296717-ay4wcmk3	209	16	IMF	IMF	NNP
cord-296717-ay4wcmk3	209	17	,	,	,
cord-296717-ay4wcmk3	209	18	(	(	-LRB-
cord-296717-ay4wcmk3	209	19	=	=	SYM
cord-296717-ay4wcmk3	209	20	1,2	1,2	CD
cord-296717-ay4wcmk3	209	21	,	,	,
cord-296717-ay4wcmk3	209	22	⋯	⋯	NNP
cord-296717-ay4wcmk3	209	23	,	,	,
cord-296717-ay4wcmk3	209	24	)	)	-RRB-
cord-296717-ay4wcmk3	209	25	,	,	,
cord-296717-ay4wcmk3	209	26	where	where	WRB
cord-296717-ay4wcmk3	209	27	,	,	,
cord-296717-ay4wcmk3	209	28	is	be	VBZ
cord-296717-ay4wcmk3	209	29	the	the	DT
cord-296717-ay4wcmk3	209	30	nth	nth	NNP
cord-296717-ay4wcmk3	209	31	IMF	IMF	NNP
cord-296717-ay4wcmk3	209	32	in	in	IN
cord-296717-ay4wcmk3	209	33	the	the	DT
cord-296717-ay4wcmk3	209	34	mth	mth	JJ
cord-296717-ay4wcmk3	209	35	decomposition	decomposition	NN
cord-296717-ay4wcmk3	209	36	.	.	.
cord-296717-ay4wcmk3	210	1	3)If	3)If	NNP
cord-296717-ay4wcmk3	210	2	m	m	XX
cord-296717-ay4wcmk3	210	3	<	<	XX
cord-296717-ay4wcmk3	210	4	M	M	NNP
cord-296717-ay4wcmk3	210	5	,	,	,
cord-296717-ay4wcmk3	210	6	then	then	RB
cord-296717-ay4wcmk3	210	7	go	go	VB
cord-296717-ay4wcmk3	210	8	back	back	RB
cord-296717-ay4wcmk3	210	9	to	to	IN
cord-296717-ay4wcmk3	210	10	Step	Step	NNP
cord-296717-ay4wcmk3	210	11	1	1	CD
cord-296717-ay4wcmk3	210	12	)	)	-RRB-
cord-296717-ay4wcmk3	210	13	and	and	CC
cord-296717-ay4wcmk3	210	14	let	let	VB
cord-296717-ay4wcmk3	210	15	=	=	NFP
cord-296717-ay4wcmk3	211	1	+	+	CC
cord-296717-ay4wcmk3	211	2	1	1	CD
cord-296717-ay4wcmk3	211	3	.	.	.
cord-296717-ay4wcmk3	212	1	Repeat	repeat	VB
cord-296717-ay4wcmk3	212	2	Steps	step	NNS
cord-296717-ay4wcmk3	212	3	1	1	CD
cord-296717-ay4wcmk3	212	4	)	)	-RRB-
cord-296717-ay4wcmk3	212	5	and	and	CC
cord-296717-ay4wcmk3	212	6	2	2	LS
cord-296717-ay4wcmk3	212	7	)	)	-RRB-
cord-296717-ay4wcmk3	212	8	until	until	IN
cord-296717-ay4wcmk3	212	9	m	m	LS
cord-296717-ay4wcmk3	212	10	equals	equal	VBZ
cord-296717-ay4wcmk3	212	11	M.	M.	NNP
cord-296717-ay4wcmk3	212	12	Step	Step	NNP
cord-296717-ay4wcmk3	212	13	3	3	CD
cord-296717-ay4wcmk3	212	14	.	.	.
cord-296717-ay4wcmk3	213	1	Compute	compute	VB
cord-296717-ay4wcmk3	213	2	the	the	DT
cord-296717-ay4wcmk3	213	3	population	population	NN
cord-296717-ay4wcmk3	213	4	mean	mean	VBP
cord-296717-ay4wcmk3	213	5	in	in	IN
cord-296717-ay4wcmk3	213	6	the	the	DT
cord-296717-ay4wcmk3	213	7	Mth	Mth	NNP
cord-296717-ay4wcmk3	213	8	decomposition	decomposition	NN
cord-296717-ay4wcmk3	213	9	.	.	.
cord-296717-ay4wcmk3	213	10	 	 	_SP
cord-296717-ay4wcmk3	214	1	Step	step	NN
cord-296717-ay4wcmk3	214	2	4	4	CD
cord-296717-ay4wcmk3	214	3	.	.	.
cord-296717-ay4wcmk3	215	1	Take	take	VB
cord-296717-ay4wcmk3	215	2	N	n	CD
cord-296717-ay4wcmk3	215	3	IMFs	imf	NNS
cord-296717-ay4wcmk3	215	4	in	in	IN
cord-296717-ay4wcmk3	215	5	the	the	DT
cord-296717-ay4wcmk3	215	6	Mth	Mth	NNP
cord-296717-ay4wcmk3	215	7	decomposition	decomposition	NN
cord-296717-ay4wcmk3	215	8	,	,	,
cord-296717-ay4wcmk3	215	9	i.e.	i.e.	FW
cord-296717-ay4wcmk3	215	10	(	(	-LRB-
cord-296717-ay4wcmk3	215	11	=	=	WRB
cord-296717-ay4wcmk3	215	12	1,2	1,2	CD
cord-296717-ay4wcmk3	215	13	,	,	,
cord-296717-ay4wcmk3	215	14	⋯	⋯	NNP
cord-296717-ay4wcmk3	215	15	,	,	,
cord-296717-ay4wcmk3	215	16	)	)	-RRB-
cord-296717-ay4wcmk3	215	17	as	as	IN
cord-296717-ay4wcmk3	215	18	the	the	DT
cord-296717-ay4wcmk3	215	19	final	final	JJ
cord-296717-ay4wcmk3	215	20	IMFs	imf	NNS
cord-296717-ay4wcmk3	215	21	.	.	.
cord-296717-ay4wcmk3	216	1	(	(	-LRB-
cord-296717-ay4wcmk3	216	2	2	2	LS
cord-296717-ay4wcmk3	216	3	)	)	-RRB-
cord-296717-ay4wcmk3	216	4	Fine	fine	JJ
cord-296717-ay4wcmk3	216	5	-	-	HYPH
cord-296717-ay4wcmk3	216	6	to	to	IN
cord-296717-ay4wcmk3	216	7	-	-	HYPH
cord-296717-ay4wcmk3	216	8	coarse	coarse	NN
cord-296717-ay4wcmk3	216	9	reconstruction	reconstruction	NN
cord-296717-ay4wcmk3	217	1	In	in	IN
cord-296717-ay4wcmk3	217	2	practice	practice	NN
cord-296717-ay4wcmk3	217	3	,	,	,
cord-296717-ay4wcmk3	217	4	fine	fine	JJ
cord-296717-ay4wcmk3	217	5	-	-	HYPH
cord-296717-ay4wcmk3	217	6	to	to	IN
cord-296717-ay4wcmk3	217	7	-	-	HYPH
cord-296717-ay4wcmk3	217	8	coarse	coarse	NN
cord-296717-ay4wcmk3	217	9	reconstruction	reconstruction	NN
cord-296717-ay4wcmk3	217	10	is	be	VBZ
cord-296717-ay4wcmk3	217	11	used	use	VBN
cord-296717-ay4wcmk3	217	12	to	to	TO
cord-296717-ay4wcmk3	217	13	get	get	VB
cord-296717-ay4wcmk3	217	14	short	short	JJ
cord-296717-ay4wcmk3	217	15	-	-	HYPH
cord-296717-ay4wcmk3	217	16	term	term	NN
cord-296717-ay4wcmk3	217	17	,	,	,
cord-296717-ay4wcmk3	217	18	medium	medium	JJ
cord-296717-ay4wcmk3	217	19	-	-	HYPH
cord-296717-ay4wcmk3	217	20	term	term	NN
cord-296717-ay4wcmk3	217	21	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	217	22	and	and	CC
cord-296717-ay4wcmk3	217	23	the	the	DT
cord-296717-ay4wcmk3	217	24	long	long	JJ
cord-296717-ay4wcmk3	217	25	-	-	HYPH
cord-296717-ay4wcmk3	217	26	term	term	NN
cord-296717-ay4wcmk3	217	27	trend	trend	NN
cord-296717-ay4wcmk3	217	28	of	of	IN
cord-296717-ay4wcmk3	217	29	the	the	DT
cord-296717-ay4wcmk3	217	30	original	original	JJ
cord-296717-ay4wcmk3	217	31	signal	signal	NN
cord-296717-ay4wcmk3	217	32	(	(	-LRB-
cord-296717-ay4wcmk3	217	33	Zhang	Zhang	NNP
cord-296717-ay4wcmk3	217	34	et	et	NNP
cord-296717-ay4wcmk3	217	35	al	al	NNP
cord-296717-ay4wcmk3	217	36	.	.	NNP
cord-296717-ay4wcmk3	217	37	,	,	,
cord-296717-ay4wcmk3	217	38	2008	2008	CD
cord-296717-ay4wcmk3	217	39	)	)	-RRB-
cord-296717-ay4wcmk3	217	40	.	.	.
cord-296717-ay4wcmk3	218	1	The	the	DT
cord-296717-ay4wcmk3	218	2	algorithm	algorithm	NN
cord-296717-ay4wcmk3	218	3	is	be	VBZ
cord-296717-ay4wcmk3	218	4	as	as	IN
cord-296717-ay4wcmk3	218	5	follows	follow	VBZ
cord-296717-ay4wcmk3	218	6	:	:	:
cord-296717-ay4wcmk3	218	7	Step	step	NN
cord-296717-ay4wcmk3	218	8	1	1	CD
cord-296717-ay4wcmk3	218	9	.	.	.
cord-296717-ay4wcmk3	219	1	Except	except	IN
cord-296717-ay4wcmk3	219	2	for	for	IN
cord-296717-ay4wcmk3	219	3	the	the	DT
cord-296717-ay4wcmk3	219	4	residue	residue	NN
cord-296717-ay4wcmk3	219	5	,	,	,
cord-296717-ay4wcmk3	219	6	calculate	calculate	VB
cord-296717-ay4wcmk3	219	7	the	the	DT
cord-296717-ay4wcmk3	219	8	mean	mean	NN
cord-296717-ay4wcmk3	219	9	of	of	IN
cord-296717-ay4wcmk3	219	10	the	the	DT
cord-296717-ay4wcmk3	219	11	sum	sum	NN
cord-296717-ay4wcmk3	219	12	of	of	IN
cord-296717-ay4wcmk3	219	13	1	1	CD
cord-296717-ay4wcmk3	219	14	to	to	IN
cord-296717-ay4wcmk3	219	15	for	for	IN
cord-296717-ay4wcmk3	219	16	each	each	DT
cord-296717-ay4wcmk3	219	17	component	component	NN
cord-296717-ay4wcmk3	219	18	.	.	.
cord-296717-ay4wcmk3	220	1	Step	step	NN
cord-296717-ay4wcmk3	220	2	2	2	CD
cord-296717-ay4wcmk3	220	3	.	.	.
cord-296717-ay4wcmk3	221	1	Identify	identify	VB
cord-296717-ay4wcmk3	221	2	for	for	IN
cord-296717-ay4wcmk3	221	3	which	which	WDT
cord-296717-ay4wcmk3	221	4	i	i	PRP
cord-296717-ay4wcmk3	221	5	the	the	DT
cord-296717-ay4wcmk3	221	6	mean	mean	NN
cord-296717-ay4wcmk3	221	7	departs	depart	VBZ
cord-296717-ay4wcmk3	221	8	from	from	IN
cord-296717-ay4wcmk3	221	9	zero	zero	CD
cord-296717-ay4wcmk3	221	10	significantly	significantly	RB
cord-296717-ay4wcmk3	221	11	.	.	.
cord-296717-ay4wcmk3	222	1	Step	step	NN
cord-296717-ay4wcmk3	222	2	3	3	CD
cord-296717-ay4wcmk3	222	3	.	.	.
cord-296717-ay4wcmk3	223	1	If	if	IN
cord-296717-ay4wcmk3	223	2	i	i	PRP
cord-296717-ay4wcmk3	223	3	is	be	VBZ
cord-296717-ay4wcmk3	223	4	identified	identify	VBN
cord-296717-ay4wcmk3	223	5	as	as	IN
cord-296717-ay4wcmk3	223	6	a	a	DT
cord-296717-ay4wcmk3	223	7	significant	significant	JJ
cord-296717-ay4wcmk3	223	8	change	change	NN
cord-296717-ay4wcmk3	223	9	point	point	NN
cord-296717-ay4wcmk3	223	10	,	,	,
cord-296717-ay4wcmk3	223	11	partial	partial	JJ
cord-296717-ay4wcmk3	223	12	reconstruction	reconstruction	NN
cord-296717-ay4wcmk3	223	13	with	with	IN
cord-296717-ay4wcmk3	223	14	IMFs	imf	NNS
cord-296717-ay4wcmk3	223	15	from	from	IN
cord-296717-ay4wcmk3	223	16	this	this	DT
cord-296717-ay4wcmk3	223	17	to	to	IN
cord-296717-ay4wcmk3	223	18	the	the	DT
cord-296717-ay4wcmk3	223	19	end	end	NN
cord-296717-ay4wcmk3	223	20	is	be	VBZ
cord-296717-ay4wcmk3	223	21	identified	identify	VBN
cord-296717-ay4wcmk3	223	22	as	as	IN
cord-296717-ay4wcmk3	223	23	the	the	DT
cord-296717-ay4wcmk3	223	24	medium	medium	JJ
cord-296717-ay4wcmk3	223	25	-	-	HYPH
cord-296717-ay4wcmk3	223	26	term	term	NN
cord-296717-ay4wcmk3	223	27	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	223	28	,	,	,
cord-296717-ay4wcmk3	223	29	the	the	DT
cord-296717-ay4wcmk3	223	30	partial	partial	JJ
cord-296717-ay4wcmk3	223	31	reconstruction	reconstruction	NN
cord-296717-ay4wcmk3	223	32	with	with	IN
cord-296717-ay4wcmk3	223	33	other	other	JJ
cord-296717-ay4wcmk3	223	34	IMFs	imf	NNS
cord-296717-ay4wcmk3	223	35	is	be	VBZ
cord-296717-ay4wcmk3	223	36	identified	identify	VBN
cord-296717-ay4wcmk3	223	37	as	as	IN
cord-296717-ay4wcmk3	223	38	the	the	DT
cord-296717-ay4wcmk3	223	39	short	short	JJ
cord-296717-ay4wcmk3	223	40	-	-	HYPH
cord-296717-ay4wcmk3	223	41	term	term	NN
cord-296717-ay4wcmk3	223	42	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	223	43	and	and	CC
cord-296717-ay4wcmk3	223	44	the	the	DT
cord-296717-ay4wcmk3	223	45	residue	residue	NN
cord-296717-ay4wcmk3	223	46	as	as	IN
cord-296717-ay4wcmk3	223	47	the	the	DT
cord-296717-ay4wcmk3	223	48	long	long	JJ
cord-296717-ay4wcmk3	223	49	-	-	HYPH
cord-296717-ay4wcmk3	223	50	term	term	NN
cord-296717-ay4wcmk3	223	51	trend	trend	NN
cord-296717-ay4wcmk3	223	52	.	.	.
cord-296717-ay4wcmk3	224	1	We	-PRON-	PRP
cord-296717-ay4wcmk3	224	2	get	get	VBP
cord-296717-ay4wcmk3	224	3	five	five	CD
cord-296717-ay4wcmk3	224	4	the	the	DT
cord-296717-ay4wcmk3	224	5	IMFs	imf	NNS
cord-296717-ay4wcmk3	224	6	and	and	CC
cord-296717-ay4wcmk3	224	7	residue	residue	NN
cord-296717-ay4wcmk3	224	8	by	by	IN
cord-296717-ay4wcmk3	224	9	decomposing	decompose	VBG
cord-296717-ay4wcmk3	224	10	iVX	ivx	XX
cord-296717-ay4wcmk3	224	11	,	,	,
cord-296717-ay4wcmk3	224	12	of	of	IN
cord-296717-ay4wcmk3	224	13	which	which	WDT
cord-296717-ay4wcmk3	224	14	the	the	DT
cord-296717-ay4wcmk3	224	15	variations	variation	NNS
cord-296717-ay4wcmk3	224	16	are	be	VBP
cord-296717-ay4wcmk3	224	17	depicted	depict	VBN
cord-296717-ay4wcmk3	224	18	in	in	IN
cord-296717-ay4wcmk3	224	19	Fig	Fig	NNP
cord-296717-ay4wcmk3	224	20	.	.	NNP
cord-296717-ay4wcmk3	224	21	8	8	CD
cord-296717-ay4wcmk3	224	22	.	.	.
cord-296717-ay4wcmk3	225	1	shows	show	VBZ
cord-296717-ay4wcmk3	225	2	the	the	DT
cord-296717-ay4wcmk3	225	3	average	average	NN
cord-296717-ay4wcmk3	225	4	of	of	IN
cord-296717-ay4wcmk3	225	5	IMFs	imf	NNS
cord-296717-ay4wcmk3	225	6	as	as	IN
cord-296717-ay4wcmk3	225	7	a	a	DT
cord-296717-ay4wcmk3	225	8	function	function	NN
cord-296717-ay4wcmk3	225	9	of	of	IN
cord-296717-ay4wcmk3	225	10	IMFs	IMFs	NNP
cord-296717-ay4wcmk3	225	11	index	index	NN
cord-296717-ay4wcmk3	226	1	K.	K.	NNP
cord-296717-ay4wcmk3	227	1	It	-PRON-	PRP
cord-296717-ay4wcmk3	227	2	can	can	MD
cord-296717-ay4wcmk3	227	3	be	be	VB
cord-296717-ay4wcmk3	227	4	observed	observe	VBN
cord-296717-ay4wcmk3	227	5	that	that	IN
cord-296717-ay4wcmk3	227	6	the	the	DT
cord-296717-ay4wcmk3	227	7	average	average	NN
cord-296717-ay4wcmk3	227	8	of	of	IN
cord-296717-ay4wcmk3	227	9	the	the	DT
cord-296717-ay4wcmk3	227	10	fine	fine	JJ
cord-296717-ay4wcmk3	227	11	-	-	HYPH
cord-296717-ay4wcmk3	227	12	to	to	IN
cord-296717-ay4wcmk3	227	13	-	-	HYPH
cord-296717-ay4wcmk3	227	14	coarse	coarse	NN
cord-296717-ay4wcmk3	227	15	reconstruction	reconstruction	NN
cord-296717-ay4wcmk3	227	16	departs	depart	VBZ
cord-296717-ay4wcmk3	227	17	significantly	significantly	RB
cord-296717-ay4wcmk3	227	18	from	from	IN
cord-296717-ay4wcmk3	227	19	zero	zero	CD
cord-296717-ay4wcmk3	227	20	at	at	IN
cord-296717-ay4wcmk3	227	21	IMF4	IMF4	NNP
cord-296717-ay4wcmk3	227	22	.	.	.
cord-296717-ay4wcmk3	228	1	Furthermore	furthermore	RB
cord-296717-ay4wcmk3	228	2	,	,	,
cord-296717-ay4wcmk3	228	3	we	-PRON-	PRP
cord-296717-ay4wcmk3	228	4	use	use	VBP
cord-296717-ay4wcmk3	228	5	t	t	NN
cord-296717-ay4wcmk3	228	6	-	-	HYPH
cord-296717-ay4wcmk3	228	7	test	test	NN
cord-296717-ay4wcmk3	228	8	to	to	TO
cord-296717-ay4wcmk3	228	9	demonstrate	demonstrate	VB
cord-296717-ay4wcmk3	228	10	the	the	DT
cord-296717-ay4wcmk3	228	11	result	result	NN
cord-296717-ay4wcmk3	228	12	(	(	-LRB-
cord-296717-ay4wcmk3	228	13	the	the	DT
cord-296717-ay4wcmk3	228	14	significance	significance	NN
cord-296717-ay4wcmk3	228	15	value	value	NN
cord-296717-ay4wcmk3	228	16	is	be	VBZ
cord-296717-ay4wcmk3	228	17	set	set	VBN
cord-296717-ay4wcmk3	228	18	at	at	IN
cord-296717-ay4wcmk3	228	19	0.05	0.05	CD
cord-296717-ay4wcmk3	228	20	)	)	-RRB-
cord-296717-ay4wcmk3	228	21	.	.	.
cord-296717-ay4wcmk3	229	1	Therefore	therefore	RB
cord-296717-ay4wcmk3	229	2	,	,	,
cord-296717-ay4wcmk3	229	3	we	-PRON-	PRP
cord-296717-ay4wcmk3	229	4	take	take	VBP
cord-296717-ay4wcmk3	229	5	the	the	DT
cord-296717-ay4wcmk3	229	6	partial	partial	JJ
cord-296717-ay4wcmk3	229	7	reconstruction	reconstruction	NN
cord-296717-ay4wcmk3	229	8	with	with	IN
cord-296717-ay4wcmk3	229	9	IMF1	IMF1	NNP
cord-296717-ay4wcmk3	229	10	,	,	,
cord-296717-ay4wcmk3	229	11	IMF2	IMF2	NNP
cord-296717-ay4wcmk3	229	12	and	and	CC
cord-296717-ay4wcmk3	229	13	IMF3	IMF3	NNP
cord-296717-ay4wcmk3	229	14	as	as	IN
cord-296717-ay4wcmk3	229	15	short	short	JJ
cord-296717-ay4wcmk3	229	16	-	-	HYPH
cord-296717-ay4wcmk3	229	17	term	term	NN
cord-296717-ay4wcmk3	229	18	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	229	19	and	and	CC
cord-296717-ay4wcmk3	229	20	the	the	DT
cord-296717-ay4wcmk3	229	21	partial	partial	JJ
cord-296717-ay4wcmk3	229	22	reconstruction	reconstruction	NN
cord-296717-ay4wcmk3	229	23	with	with	IN
cord-296717-ay4wcmk3	229	24	IMF4	IMF4	NNP
cord-296717-ay4wcmk3	229	25	and	and	CC
cord-296717-ay4wcmk3	229	26	IMF5	IMF5	NNP
cord-296717-ay4wcmk3	229	27	as	as	IN
cord-296717-ay4wcmk3	229	28	medium	medium	JJ
cord-296717-ay4wcmk3	229	29	-	-	HYPH
cord-296717-ay4wcmk3	229	30	term	term	NN
cord-296717-ay4wcmk3	229	31	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	229	32	.	.	.
cord-296717-ay4wcmk3	230	1	Short	short	JJ
cord-296717-ay4wcmk3	230	2	-	-	HYPH
cord-296717-ay4wcmk3	230	3	term	term	NN
cord-296717-ay4wcmk3	230	4	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	230	5	have	have	VBP
cord-296717-ay4wcmk3	230	6	the	the	DT
cord-296717-ay4wcmk3	230	7	characteristics	characteristic	NNS
cord-296717-ay4wcmk3	230	8	of	of	IN
cord-296717-ay4wcmk3	230	9	small	small	JJ
cord-296717-ay4wcmk3	230	10	amplitudes	amplitude	NNS
cord-296717-ay4wcmk3	230	11	,	,	,
cord-296717-ay4wcmk3	230	12	and	and	CC
cord-296717-ay4wcmk3	230	13	each	each	DT
cord-296717-ay4wcmk3	230	14	steep	steep	JJ
cord-296717-ay4wcmk3	230	15	rise	rise	NN
cord-296717-ay4wcmk3	230	16	or	or	CC
cord-296717-ay4wcmk3	230	17	fall	fall	VBP
cord-296717-ay4wcmk3	230	18	in	in	IN
cord-296717-ay4wcmk3	230	19	medium	medium	JJ
cord-296717-ay4wcmk3	230	20	-	-	HYPH
cord-296717-ay4wcmk3	230	21	term	term	NN
cord-296717-ay4wcmk3	230	22	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	230	23	corresponds	correspond	VBZ
cord-296717-ay4wcmk3	230	24	to	to	IN
cord-296717-ay4wcmk3	230	25	a	a	DT
cord-296717-ay4wcmk3	230	26	significant	significant	JJ
cord-296717-ay4wcmk3	230	27	event	event	NN
cord-296717-ay4wcmk3	230	28	.	.	.
cord-296717-ay4wcmk3	231	1	The	the	DT
cord-296717-ay4wcmk3	231	2	residue	residue	NN
cord-296717-ay4wcmk3	231	3	retains	retain	VBZ
cord-296717-ay4wcmk3	231	4	as	as	IN
cord-296717-ay4wcmk3	231	5	long	long	JJ
cord-296717-ay4wcmk3	231	6	-	-	HYPH
cord-296717-ay4wcmk3	231	7	term	term	NN
cord-296717-ay4wcmk3	231	8	trend	trend	NN
cord-296717-ay4wcmk3	231	9	which	which	WDT
cord-296717-ay4wcmk3	231	10	is	be	VBZ
cord-296717-ay4wcmk3	231	11	slowly	slowly	RB
cord-296717-ay4wcmk3	231	12	varying	vary	VBG
cord-296717-ay4wcmk3	231	13	around	around	IN
cord-296717-ay4wcmk3	231	14	the	the	DT
cord-296717-ay4wcmk3	231	15	long	long	JJ
cord-296717-ay4wcmk3	231	16	-	-	HYPH
cord-296717-ay4wcmk3	231	17	term	term	NN
cord-296717-ay4wcmk3	231	18	mean	mean	NN
cord-296717-ay4wcmk3	231	19	.	.	.
cord-296717-ay4wcmk3	232	1	The	the	DT
cord-296717-ay4wcmk3	232	2	variation	variation	NN
cord-296717-ay4wcmk3	232	3	of	of	IN
cord-296717-ay4wcmk3	232	4	three	three	CD
cord-296717-ay4wcmk3	232	5	components	component	NNS
cord-296717-ay4wcmk3	232	6	including	include	VBG
cord-296717-ay4wcmk3	232	7	HIVX	HIVX	NNP
cord-296717-ay4wcmk3	232	8	,	,	,
cord-296717-ay4wcmk3	232	9	LIVX	LIVX	NNP
cord-296717-ay4wcmk3	232	10	,	,	,
cord-296717-ay4wcmk3	232	11	TIVX	TIVX	NNP
cord-296717-ay4wcmk3	232	12	is	be	VBZ
cord-296717-ay4wcmk3	232	13	shown	show	VBN
cord-296717-ay4wcmk3	232	14	in	in	IN
cord-296717-ay4wcmk3	232	15	Fig	Fig	NNP
cord-296717-ay4wcmk3	232	16	.	.	.
cord-296717-ay4wcmk3	233	1	10	10	CD
cord-296717-ay4wcmk3	233	2	.	.	.
cord-296717-ay4wcmk3	233	3	 	 	_SP
cord-296717-ay4wcmk3	234	1	In	in	IN
cord-296717-ay4wcmk3	234	2	this	this	DT
cord-296717-ay4wcmk3	234	3	section	section	NN
cord-296717-ay4wcmk3	234	4	,	,	,
cord-296717-ay4wcmk3	234	5	we	-PRON-	PRP
cord-296717-ay4wcmk3	234	6	plot	plot	VBP
cord-296717-ay4wcmk3	234	7	the	the	DT
cord-296717-ay4wcmk3	234	8	scatter	scatter	NN
cord-296717-ay4wcmk3	234	9	diagrams	diagram	NNS
cord-296717-ay4wcmk3	234	10	of	of	IN
cord-296717-ay4wcmk3	234	11	sentiment	sentiment	NN
cord-296717-ay4wcmk3	234	12	index	index	NN
cord-296717-ay4wcmk3	234	13	and	and	CC
cord-296717-ay4wcmk3	234	14	iVX	iVX	NNP
cord-296717-ay4wcmk3	234	15	or	or	CC
cord-296717-ay4wcmk3	234	16	its	-PRON-	PRP$
cord-296717-ay4wcmk3	234	17	components	component	NNS
cord-296717-ay4wcmk3	234	18	on	on	IN
cord-296717-ay4wcmk3	234	19	the	the	DT
cord-296717-ay4wcmk3	234	20	level	level	NN
cord-296717-ay4wcmk3	234	21	of	of	IN
cord-296717-ay4wcmk3	234	22	macro	macro	NN
cord-296717-ay4wcmk3	234	23	,	,	,
cord-296717-ay4wcmk3	234	24	meso	meso	NNP
cord-296717-ay4wcmk3	234	25	and	and	CC
cord-296717-ay4wcmk3	234	26	micro	micro	NN
cord-296717-ay4wcmk3	234	27	respectively	respectively	RB
cord-296717-ay4wcmk3	234	28	.	.	.
cord-296717-ay4wcmk3	235	1	Then	then	RB
cord-296717-ay4wcmk3	235	2	we	-PRON-	PRP
cord-296717-ay4wcmk3	235	3	calculate	calculate	VBP
cord-296717-ay4wcmk3	235	4	their	-PRON-	PRP$
cord-296717-ay4wcmk3	235	5	correlation	correlation	NN
cord-296717-ay4wcmk3	235	6	coefficients	coefficient	NNS
cord-296717-ay4wcmk3	235	7	,	,	,
cord-296717-ay4wcmk3	235	8	and	and	CC
cord-296717-ay4wcmk3	235	9	analyze	analyze	VB
cord-296717-ay4wcmk3	235	10	the	the	DT
cord-296717-ay4wcmk3	235	11	sentiment	sentiment	NN
cord-296717-ay4wcmk3	235	12	representation	representation	NN
cord-296717-ay4wcmk3	235	13	of	of	IN
cord-296717-ay4wcmk3	235	14	iVX	ivx	XX
cord-296717-ay4wcmk3	235	15	at	at	IN
cord-296717-ay4wcmk3	235	16	different	different	JJ
cord-296717-ay4wcmk3	235	17	levels	level	NNS
cord-296717-ay4wcmk3	235	18	.	.	.
cord-296717-ay4wcmk3	236	1	J	J	NNP
cord-296717-ay4wcmk3	236	2	o	o	NN
cord-296717-ay4wcmk3	236	3	u	u	NN
cord-296717-ay4wcmk3	236	4	r	r	NN
cord-296717-ay4wcmk3	236	5	n	n	NN
cord-296717-ay4wcmk3	236	6	a	a	DT
cord-296717-ay4wcmk3	236	7	l	l	NN
cord-296717-ay4wcmk3	236	8	P	p	NN
cord-296717-ay4wcmk3	236	9	r	r	NN
cord-296717-ay4wcmk3	236	10	e	e	NN
cord-296717-ay4wcmk3	236	11	-p	-p	NN
cord-296717-ay4wcmk3	237	1	r	r	NN
cord-296717-ay4wcmk3	237	2	o	o	NN
cord-296717-ay4wcmk3	237	3	o	o	NN
cord-296717-ay4wcmk3	237	4	f	f	NN
cord-296717-ay4wcmk3	238	1	In	in	IN
cord-296717-ay4wcmk3	238	2	the	the	DT
cord-296717-ay4wcmk3	238	3	above	above	JJ
cord-296717-ay4wcmk3	238	4	discussion	discussion	NN
cord-296717-ay4wcmk3	238	5	,	,	,
cord-296717-ay4wcmk3	238	6	we	-PRON-	PRP
cord-296717-ay4wcmk3	238	7	decompose	decompose	VBP
cord-296717-ay4wcmk3	238	8	iVX	ivx	XX
cord-296717-ay4wcmk3	238	9	into	into	IN
cord-296717-ay4wcmk3	238	10	three	three	CD
cord-296717-ay4wcmk3	238	11	components	component	NNS
cord-296717-ay4wcmk3	238	12	with	with	IN
cord-296717-ay4wcmk3	238	13	different	different	JJ
cord-296717-ay4wcmk3	238	14	characteristics	characteristic	NNS
cord-296717-ay4wcmk3	238	15	,	,	,
cord-296717-ay4wcmk3	238	16	and	and	CC
cord-296717-ay4wcmk3	238	17	then	then	RB
cord-296717-ay4wcmk3	238	18	study	study	VB
cord-296717-ay4wcmk3	238	19	the	the	DT
cord-296717-ay4wcmk3	238	20	sentiment	sentiment	NN
cord-296717-ay4wcmk3	238	21	representation	representation	NN
cord-296717-ay4wcmk3	238	22	of	of	IN
cord-296717-ay4wcmk3	238	23	different	different	JJ
cord-296717-ay4wcmk3	238	24	components	component	NNS
cord-296717-ay4wcmk3	238	25	on	on	IN
cord-296717-ay4wcmk3	238	26	each	each	DT
cord-296717-ay4wcmk3	238	27	level	level	NN
cord-296717-ay4wcmk3	238	28	.	.	.
cord-296717-ay4wcmk3	239	1	It	-PRON-	PRP
cord-296717-ay4wcmk3	239	2	is	be	VBZ
cord-296717-ay4wcmk3	239	3	concluded	conclude	VBN
cord-296717-ay4wcmk3	239	4	that	that	IN
cord-296717-ay4wcmk3	239	5	only	only	RB
cord-296717-ay4wcmk3	239	6	the	the	DT
cord-296717-ay4wcmk3	239	7	component	component	NN
cord-296717-ay4wcmk3	239	8	at	at	IN
cord-296717-ay4wcmk3	239	9	the	the	DT
cord-296717-ay4wcmk3	239	10	macro	macro	JJ
cord-296717-ay4wcmk3	239	11	level	level	NN
cord-296717-ay4wcmk3	239	12	has	have	VBZ
cord-296717-ay4wcmk3	239	13	a	a	DT
cord-296717-ay4wcmk3	239	14	strong	strong	JJ
cord-296717-ay4wcmk3	239	15	ability	ability	NN
cord-296717-ay4wcmk3	239	16	to	to	TO
cord-296717-ay4wcmk3	239	17	reflect	reflect	VB
cord-296717-ay4wcmk3	239	18	sentiments	sentiment	NNS
cord-296717-ay4wcmk3	239	19	.	.	.
cord-296717-ay4wcmk3	240	1	However	however	RB
cord-296717-ay4wcmk3	240	2	,	,	,
cord-296717-ay4wcmk3	240	3	the	the	DT
cord-296717-ay4wcmk3	240	4	weekly	weekly	JJ
cord-296717-ay4wcmk3	240	5	and	and	CC
cord-296717-ay4wcmk3	240	6	daily	daily	JJ
cord-296717-ay4wcmk3	240	7	data	datum	NNS
cord-296717-ay4wcmk3	240	8	account	account	NN
cord-296717-ay4wcmk3	240	9	for	for	IN
cord-296717-ay4wcmk3	240	10	the	the	DT
cord-296717-ay4wcmk3	240	11	majority	majority	NN
cord-296717-ay4wcmk3	240	12	of	of	IN
cord-296717-ay4wcmk3	240	13	the	the	DT
cord-296717-ay4wcmk3	240	14	research	research	NN
cord-296717-ay4wcmk3	240	15	of	of	IN
cord-296717-ay4wcmk3	240	16	financial	financial	JJ
cord-296717-ay4wcmk3	240	17	market	market	NN
cord-296717-ay4wcmk3	240	18	,	,	,
cord-296717-ay4wcmk3	240	19	to	to	TO
cord-296717-ay4wcmk3	240	20	which	which	WDT
cord-296717-ay4wcmk3	240	21	the	the	DT
cord-296717-ay4wcmk3	240	22	corresponding	correspond	VBG
cord-296717-ay4wcmk3	240	23	levels	level	NNS
cord-296717-ay4wcmk3	240	24	are	be	VBP
cord-296717-ay4wcmk3	240	25	meso	meso	NNP
cord-296717-ay4wcmk3	240	26	and	and	CC
cord-296717-ay4wcmk3	240	27	micro	micro	NNP
cord-296717-ay4wcmk3	240	28	.	.	.
cord-296717-ay4wcmk3	241	1	According	accord	VBG
cord-296717-ay4wcmk3	241	2	to	to	IN
cord-296717-ay4wcmk3	241	3	our	-PRON-	PRP$
cord-296717-ay4wcmk3	241	4	study	study	NN
cord-296717-ay4wcmk3	241	5	,	,	,
cord-296717-ay4wcmk3	241	6	the	the	DT
cord-296717-ay4wcmk3	241	7	correlations	correlation	NNS
cord-296717-ay4wcmk3	241	8	between	between	IN
cord-296717-ay4wcmk3	241	9	iVX	iVX	NNP
cord-296717-ay4wcmk3	241	10	or	or	CC
cord-296717-ay4wcmk3	241	11	its	-PRON-	PRP$
cord-296717-ay4wcmk3	241	12	components	component	NNS
cord-296717-ay4wcmk3	241	13	and	and	CC
cord-296717-ay4wcmk3	241	14	sentiment	sentiment	NN
cord-296717-ay4wcmk3	241	15	index	index	NN
cord-296717-ay4wcmk3	241	16	are	be	VBP
cord-296717-ay4wcmk3	241	17	low	low	JJ
cord-296717-ay4wcmk3	241	18	at	at	IN
cord-296717-ay4wcmk3	241	19	the	the	DT
cord-296717-ay4wcmk3	241	20	meso	meso	NNP
cord-296717-ay4wcmk3	241	21	and	and	CC
cord-296717-ay4wcmk3	241	22	micro	micro	JJ
cord-296717-ay4wcmk3	241	23	levels	level	NNS
cord-296717-ay4wcmk3	241	24	(	(	-LRB-
cord-296717-ay4wcmk3	241	25	the	the	DT
cord-296717-ay4wcmk3	241	26	maximum	maximum	JJ
cord-296717-ay4wcmk3	241	27	absolute	absolute	JJ
cord-296717-ay4wcmk3	241	28	values	value	NNS
cord-296717-ay4wcmk3	241	29	are	be	VBP
cord-296717-ay4wcmk3	241	30	about	about	RB
cord-296717-ay4wcmk3	241	31	0.2	0.2	CD
cord-296717-ay4wcmk3	241	32	and	and	CC
cord-296717-ay4wcmk3	241	33	0.4	0.4	CD
cord-296717-ay4wcmk3	241	34	)	)	-RRB-
cord-296717-ay4wcmk3	241	35	,	,	,
cord-296717-ay4wcmk3	241	36	which	which	WDT
cord-296717-ay4wcmk3	241	37	is	be	VBZ
cord-296717-ay4wcmk3	241	38	not	not	RB
cord-296717-ay4wcmk3	241	39	enough	enough	JJ
cord-296717-ay4wcmk3	241	40	to	to	TO
cord-296717-ay4wcmk3	241	41	prove	prove	VB
cord-296717-ay4wcmk3	241	42	that	that	IN
cord-296717-ay4wcmk3	241	43	iVX	ivx	XX
cord-296717-ay4wcmk3	241	44	can	can	MD
cord-296717-ay4wcmk3	241	45	reflect	reflect	VB
cord-296717-ay4wcmk3	241	46	investor	investor	NN
cord-296717-ay4wcmk3	241	47	sentiment	sentiment	NN
cord-296717-ay4wcmk3	241	48	.	.	.
cord-296717-ay4wcmk3	242	1	But	but	CC
cord-296717-ay4wcmk3	242	2	meanwhile	meanwhile	RB
cord-296717-ay4wcmk3	242	3	,	,	,
cord-296717-ay4wcmk3	242	4	it	-PRON-	PRP
cord-296717-ay4wcmk3	242	5	is	be	VBZ
cord-296717-ay4wcmk3	242	6	noted	note	VBN
cord-296717-ay4wcmk3	242	7	that	that	IN
cord-296717-ay4wcmk3	242	8	the	the	DT
cord-296717-ay4wcmk3	242	9	correlations	correlation	NNS
cord-296717-ay4wcmk3	242	10	between	between	IN
cord-296717-ay4wcmk3	242	11	the	the	DT
cord-296717-ay4wcmk3	242	12	components	component	NNS
cord-296717-ay4wcmk3	242	13	of	of	IN
cord-296717-ay4wcmk3	242	14	iVX	ivx	XX
cord-296717-ay4wcmk3	242	15	at	at	IN
cord-296717-ay4wcmk3	242	16	different	different	JJ
cord-296717-ay4wcmk3	242	17	levels	level	NNS
cord-296717-ay4wcmk3	242	18	and	and	CC
cord-296717-ay4wcmk3	242	19	the	the	DT
cord-296717-ay4wcmk3	242	20	corresponding	corresponding	JJ
cord-296717-ay4wcmk3	242	21	sentiment	sentiment	NN
cord-296717-ay4wcmk3	242	22	index	index	NN
cord-296717-ay4wcmk3	242	23	are	be	VBP
cord-296717-ay4wcmk3	242	24	almost	almost	RB
cord-296717-ay4wcmk3	242	25	stronger	strong	JJR
cord-296717-ay4wcmk3	242	26	than	than	IN
cord-296717-ay4wcmk3	242	27	those	those	DT
cord-296717-ay4wcmk3	242	28	between	between	IN
cord-296717-ay4wcmk3	242	29	iVX	ivx	XX
cord-296717-ay4wcmk3	242	30	and	and	CC
cord-296717-ay4wcmk3	242	31	the	the	DT
cord-296717-ay4wcmk3	242	32	sentiment	sentiment	NN
cord-296717-ay4wcmk3	242	33	index	index	NN
cord-296717-ay4wcmk3	242	34	,	,	,
cord-296717-ay4wcmk3	242	35	which	which	WDT
cord-296717-ay4wcmk3	242	36	suggests	suggest	VBZ
cord-296717-ay4wcmk3	242	37	that	that	IN
cord-296717-ay4wcmk3	242	38	iVX	ivx	XX
cord-296717-ay4wcmk3	242	39	also	also	RB
cord-296717-ay4wcmk3	242	40	reflects	reflect	VBZ
cord-296717-ay4wcmk3	242	41	the	the	DT
cord-296717-ay4wcmk3	242	42	sentiments	sentiment	NNS
cord-296717-ay4wcmk3	242	43	and	and	CC
cord-296717-ay4wcmk3	242	44	expectations	expectation	NNS
cord-296717-ay4wcmk3	242	45	of	of	IN
cord-296717-ay4wcmk3	242	46	investors	investor	NNS
cord-296717-ay4wcmk3	242	47	at	at	IN
cord-296717-ay4wcmk3	242	48	different	different	JJ
cord-296717-ay4wcmk3	242	49	levels	level	NNS
cord-296717-ay4wcmk3	242	50	to	to	IN
cord-296717-ay4wcmk3	242	51	some	some	DT
cord-296717-ay4wcmk3	242	52	degree	degree	NN
cord-296717-ay4wcmk3	242	53	.	.	.
cord-296717-ay4wcmk3	243	1	Therefore	therefore	RB
cord-296717-ay4wcmk3	243	2	,	,	,
cord-296717-ay4wcmk3	243	3	it	-PRON-	PRP
cord-296717-ay4wcmk3	243	4	is	be	VBZ
cord-296717-ay4wcmk3	243	5	necessary	necessary	JJ
cord-296717-ay4wcmk3	243	6	to	to	TO
cord-296717-ay4wcmk3	243	7	combine	combine	VB
cord-296717-ay4wcmk3	243	8	the	the	DT
cord-296717-ay4wcmk3	243	9	sentiment	sentiment	NN
cord-296717-ay4wcmk3	243	10	indexes	index	NNS
cord-296717-ay4wcmk3	243	11	of	of	IN
cord-296717-ay4wcmk3	243	12	different	different	JJ
cord-296717-ay4wcmk3	243	13	levels	level	NNS
cord-296717-ay4wcmk3	243	14	together	together	RB
cord-296717-ay4wcmk3	243	15	to	to	TO
cord-296717-ay4wcmk3	243	16	test	test	VB
cord-296717-ay4wcmk3	243	17	how	how	WRB
cord-296717-ay4wcmk3	243	18	the	the	DT
cord-296717-ay4wcmk3	243	19	volatility	volatility	NN
cord-296717-ay4wcmk3	243	20	index	index	NN
cord-296717-ay4wcmk3	243	21	iVX	ivx	CD
cord-296717-ay4wcmk3	243	22	represents	represent	VBZ
cord-296717-ay4wcmk3	243	23	the	the	DT
cord-296717-ay4wcmk3	243	24	investor	investor	NN
cord-296717-ay4wcmk3	243	25	sentiment	sentiment	NN
cord-296717-ay4wcmk3	243	26	.	.	.
cord-296717-ay4wcmk3	244	1	The	the	DT
cord-296717-ay4wcmk3	244	2	dynamic	dynamic	JJ
cord-296717-ay4wcmk3	244	3	factor	factor	NN
cord-296717-ay4wcmk3	244	4	model	model	NN
cord-296717-ay4wcmk3	244	5	is	be	VBZ
cord-296717-ay4wcmk3	244	6	mainly	mainly	RB
cord-296717-ay4wcmk3	244	7	used	use	VBN
cord-296717-ay4wcmk3	244	8	in	in	IN
cord-296717-ay4wcmk3	244	9	the	the	DT
cord-296717-ay4wcmk3	244	10	modeling	modeling	NN
cord-296717-ay4wcmk3	244	11	and	and	CC
cord-296717-ay4wcmk3	244	12	analysis	analysis	NN
cord-296717-ay4wcmk3	244	13	of	of	IN
cord-296717-ay4wcmk3	244	14	macroeconomics	macroeconomic	NNS
cord-296717-ay4wcmk3	244	15	.	.	.
cord-296717-ay4wcmk3	245	1	In	in	IN
cord-296717-ay4wcmk3	245	2	recent	recent	JJ
cord-296717-ay4wcmk3	245	3	years	year	NNS
cord-296717-ay4wcmk3	245	4	,	,	,
cord-296717-ay4wcmk3	245	5	it	-PRON-	PRP
cord-296717-ay4wcmk3	245	6	has	have	VBZ
cord-296717-ay4wcmk3	245	7	received	receive	VBN
cord-296717-ay4wcmk3	245	8	more	more	JJR
cord-296717-ay4wcmk3	245	9	and	and	CC
cord-296717-ay4wcmk3	245	10	more	more	JJR
cord-296717-ay4wcmk3	245	11	attention	attention	NN
cord-296717-ay4wcmk3	245	12	.	.	.
cord-296717-ay4wcmk3	246	1	Its	-PRON-	PRP$
cord-296717-ay4wcmk3	246	2	theoretical	theoretical	JJ
cord-296717-ay4wcmk3	246	3	basis	basis	NN
cord-296717-ay4wcmk3	246	4	can	can	MD
cord-296717-ay4wcmk3	246	5	be	be	VB
cord-296717-ay4wcmk3	246	6	traced	trace	VBN
cord-296717-ay4wcmk3	246	7	back	back	RB
cord-296717-ay4wcmk3	246	8	to	to	IN
cord-296717-ay4wcmk3	246	9	Lucas	Lucas	NNP
cord-296717-ay4wcmk3	246	10	(	(	-LRB-
cord-296717-ay4wcmk3	246	11	1977	1977	CD
cord-296717-ay4wcmk3	246	12	)	)	-RRB-
cord-296717-ay4wcmk3	246	13	.	.	.
cord-296717-ay4wcmk3	247	1	He	-PRON-	PRP
cord-296717-ay4wcmk3	247	2	finds	find	VBZ
cord-296717-ay4wcmk3	247	3	that	that	IN
cord-296717-ay4wcmk3	247	4	a	a	DT
cord-296717-ay4wcmk3	247	5	single	single	JJ
cord-296717-ay4wcmk3	247	6	macro	macro	JJ
cord-296717-ay4wcmk3	247	7	variable	variable	NN
cord-296717-ay4wcmk3	247	8	is	be	VBZ
cord-296717-ay4wcmk3	247	9	not	not	RB
cord-296717-ay4wcmk3	247	10	enough	enough	JJ
cord-296717-ay4wcmk3	247	11	to	to	TO
cord-296717-ay4wcmk3	247	12	reflect	reflect	VB
cord-296717-ay4wcmk3	247	13	all	all	PDT
cord-296717-ay4wcmk3	247	14	the	the	DT
cord-296717-ay4wcmk3	247	15	characteristics	characteristic	NNS
cord-296717-ay4wcmk3	247	16	of	of	IN
cord-296717-ay4wcmk3	247	17	economic	economic	JJ
cord-296717-ay4wcmk3	247	18	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	247	19	,	,	,
cord-296717-ay4wcmk3	247	20	and	and	CC
cord-296717-ay4wcmk3	247	21	the	the	DT
cord-296717-ay4wcmk3	247	22	evolution	evolution	NN
cord-296717-ay4wcmk3	247	23	of	of	IN
cord-296717-ay4wcmk3	247	24	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	247	25	accompanies	accompany	VBZ
cord-296717-ay4wcmk3	247	26	with	with	IN
cord-296717-ay4wcmk3	247	27	the	the	DT
cord-296717-ay4wcmk3	247	28	interaction	interaction	NN
cord-296717-ay4wcmk3	247	29	and	and	CC
cord-296717-ay4wcmk3	247	30	coordinated	coordinate	VBD
cord-296717-ay4wcmk3	247	31	J	J	NNP
cord-296717-ay4wcmk3	247	32	o	o	NN
cord-296717-ay4wcmk3	247	33	u	u	NN
cord-296717-ay4wcmk3	247	34	r	r	NN
cord-296717-ay4wcmk3	247	35	n	n	NN
cord-296717-ay4wcmk3	247	36	a	a	DT
cord-296717-ay4wcmk3	247	37	l	l	NN
cord-296717-ay4wcmk3	247	38	P	p	NN
cord-296717-ay4wcmk3	247	39	r	r	NN
cord-296717-ay4wcmk3	247	40	e	e	NN
cord-296717-ay4wcmk3	247	41	-p	-p	NN
cord-296717-ay4wcmk3	247	42	r	r	NN
cord-296717-ay4wcmk3	248	1	o	o	UH
cord-296717-ay4wcmk3	249	1	o	o	UH
cord-296717-ay4wcmk3	249	2	f	f	NNP
cord-296717-ay4wcmk3	249	3	movement	movement	NN
cord-296717-ay4wcmk3	249	4	of	of	IN
cord-296717-ay4wcmk3	249	5	many	many	JJ
cord-296717-ay4wcmk3	249	6	macro	macro	JJ
cord-296717-ay4wcmk3	249	7	variables	variable	NNS
cord-296717-ay4wcmk3	249	8	.	.	.
cord-296717-ay4wcmk3	250	1	The	the	DT
cord-296717-ay4wcmk3	250	2	main	main	JJ
cord-296717-ay4wcmk3	250	3	advantage	advantage	NN
cord-296717-ay4wcmk3	250	4	of	of	IN
cord-296717-ay4wcmk3	250	5	the	the	DT
cord-296717-ay4wcmk3	250	6	dynamic	dynamic	JJ
cord-296717-ay4wcmk3	250	7	factor	factor	NN
cord-296717-ay4wcmk3	250	8	model	model	NN
cord-296717-ay4wcmk3	250	9	is	be	VBZ
cord-296717-ay4wcmk3	250	10	that	that	IN
cord-296717-ay4wcmk3	250	11	it	-PRON-	PRP
cord-296717-ay4wcmk3	250	12	can	can	MD
cord-296717-ay4wcmk3	250	13	extract	extract	VB
cord-296717-ay4wcmk3	250	14	dominating	dominating	JJ
cord-296717-ay4wcmk3	250	15	factors	factor	NNS
cord-296717-ay4wcmk3	250	16	from	from	IN
cord-296717-ay4wcmk3	250	17	a	a	DT
cord-296717-ay4wcmk3	250	18	variety	variety	NN
cord-296717-ay4wcmk3	250	19	of	of	IN
cord-296717-ay4wcmk3	250	20	macro	macro	JJ
cord-296717-ay4wcmk3	250	21	data	datum	NNS
cord-296717-ay4wcmk3	250	22	through	through	IN
cord-296717-ay4wcmk3	250	23	metrological	metrological	JJ
cord-296717-ay4wcmk3	250	24	methods	method	NNS
cord-296717-ay4wcmk3	250	25	,	,	,
cord-296717-ay4wcmk3	250	26	that	that	RB
cord-296717-ay4wcmk3	250	27	is	is	RB
cord-296717-ay4wcmk3	250	28	,	,	,
cord-296717-ay4wcmk3	250	29	assuming	assume	VBG
cord-296717-ay4wcmk3	250	30	that	that	IN
cord-296717-ay4wcmk3	250	31	the	the	DT
cord-296717-ay4wcmk3	250	32	mutual	mutual	JJ
cord-296717-ay4wcmk3	250	33	movement	movement	NN
cord-296717-ay4wcmk3	250	34	of	of	IN
cord-296717-ay4wcmk3	250	35	many	many	JJ
cord-296717-ay4wcmk3	250	36	macro	macro	JJ
cord-296717-ay4wcmk3	250	37	variables	variable	NNS
cord-296717-ay4wcmk3	250	38	can	can	MD
cord-296717-ay4wcmk3	250	39	be	be	VB
cord-296717-ay4wcmk3	250	40	explained	explain	VBN
cord-296717-ay4wcmk3	250	41	by	by	IN
cord-296717-ay4wcmk3	250	42	an	an	DT
cord-296717-ay4wcmk3	250	43	unobservable	unobservable	JJ
cord-296717-ay4wcmk3	250	44	common	common	JJ
cord-296717-ay4wcmk3	250	45	random	random	JJ
cord-296717-ay4wcmk3	250	46	factor	factor	NN
cord-296717-ay4wcmk3	250	47	,	,	,
cord-296717-ay4wcmk3	250	48	which	which	WDT
cord-296717-ay4wcmk3	250	49	can	can	MD
cord-296717-ay4wcmk3	250	50	better	better	RB
cord-296717-ay4wcmk3	250	51	reflect	reflect	VB
cord-296717-ay4wcmk3	250	52	the	the	DT
cord-296717-ay4wcmk3	250	53	variation	variation	NN
cord-296717-ay4wcmk3	250	54	and	and	CC
cord-296717-ay4wcmk3	250	55	characteristics	characteristic	NNS
cord-296717-ay4wcmk3	250	56	of	of	IN
cord-296717-ay4wcmk3	250	57	economic	economic	JJ
cord-296717-ay4wcmk3	250	58	(	(	-LRB-
cord-296717-ay4wcmk3	250	59	Bańbura	Bańbura	NNP
cord-296717-ay4wcmk3	250	60	and	and	CC
cord-296717-ay4wcmk3	250	61	Rünstler	Rünstler	NNP
cord-296717-ay4wcmk3	250	62	,	,	,
cord-296717-ay4wcmk3	250	63	2007	2007	CD
cord-296717-ay4wcmk3	250	64	;	;	:
cord-296717-ay4wcmk3	250	65	Koopman	Koopman	NNP
cord-296717-ay4wcmk3	250	66	and	and	CC
cord-296717-ay4wcmk3	250	67	Harvey	Harvey	NNP
cord-296717-ay4wcmk3	250	68	,	,	,
cord-296717-ay4wcmk3	250	69	2003	2003	CD
cord-296717-ay4wcmk3	250	70	)	)	-RRB-
cord-296717-ay4wcmk3	250	71	.	.	.
cord-296717-ay4wcmk3	251	1	In	in	IN
cord-296717-ay4wcmk3	251	2	this	this	DT
cord-296717-ay4wcmk3	251	3	paper	paper	NN
cord-296717-ay4wcmk3	251	4	,	,	,
cord-296717-ay4wcmk3	251	5	we	-PRON-	PRP
cord-296717-ay4wcmk3	251	6	think	think	VBP
cord-296717-ay4wcmk3	251	7	that	that	IN
cord-296717-ay4wcmk3	251	8	all	all	DT
cord-296717-ay4wcmk3	251	9	levels	level	NNS
cord-296717-ay4wcmk3	251	10	of	of	IN
cord-296717-ay4wcmk3	251	11	sentiment	sentiment	NN
cord-296717-ay4wcmk3	251	12	are	be	VBP
cord-296717-ay4wcmk3	251	13	influenced	influence	VBN
cord-296717-ay4wcmk3	251	14	by	by	IN
cord-296717-ay4wcmk3	251	15	not	not	RB
cord-296717-ay4wcmk3	251	16	only	only	RB
cord-296717-ay4wcmk3	251	17	specific	specific	JJ
cord-296717-ay4wcmk3	251	18	factors	factor	NNS
cord-296717-ay4wcmk3	251	19	but	but	CC
cord-296717-ay4wcmk3	251	20	also	also	RB
cord-296717-ay4wcmk3	251	21	common	common	JJ
cord-296717-ay4wcmk3	251	22	sentiment	sentiment	NN
cord-296717-ay4wcmk3	251	23	factors	factor	NNS
cord-296717-ay4wcmk3	251	24	.	.	.
cord-296717-ay4wcmk3	252	1	Section	section	NN
cord-296717-ay4wcmk3	252	2	3.2	3.2	CD
cord-296717-ay4wcmk3	252	3	shows	show	VBZ
cord-296717-ay4wcmk3	252	4	that	that	IN
cord-296717-ay4wcmk3	252	5	iVX	iVX	NNP
cord-296717-ay4wcmk3	252	6	has	have	VBZ
cord-296717-ay4wcmk3	252	7	different	different	JJ
cord-296717-ay4wcmk3	252	8	correlations	correlation	NNS
cord-296717-ay4wcmk3	252	9	with	with	IN
cord-296717-ay4wcmk3	252	10	the	the	DT
cord-296717-ay4wcmk3	252	11	sentiment	sentiment	NN
cord-296717-ay4wcmk3	252	12	index	index	NN
cord-296717-ay4wcmk3	252	13	at	at	IN
cord-296717-ay4wcmk3	252	14	three	three	CD
cord-296717-ay4wcmk3	252	15	levels	level	NNS
cord-296717-ay4wcmk3	252	16	,	,	,
cord-296717-ay4wcmk3	252	17	hence	hence	RB
cord-296717-ay4wcmk3	252	18	it	-PRON-	PRP
cord-296717-ay4wcmk3	252	19	should	should	MD
cord-296717-ay4wcmk3	252	20	also	also	RB
cord-296717-ay4wcmk3	252	21	have	have	VB
cord-296717-ay4wcmk3	252	22	potential	potential	JJ
cord-296717-ay4wcmk3	252	23	relationship	relationship	NN
cord-296717-ay4wcmk3	252	24	with	with	IN
cord-296717-ay4wcmk3	252	25	the	the	DT
cord-296717-ay4wcmk3	252	26	common	common	JJ
cord-296717-ay4wcmk3	252	27	sentiment	sentiment	NN
cord-296717-ay4wcmk3	252	28	factors	factor	NNS
cord-296717-ay4wcmk3	252	29	.	.	.
cord-296717-ay4wcmk3	253	1	Therefore	therefore	RB
cord-296717-ay4wcmk3	253	2	,	,	,
cord-296717-ay4wcmk3	253	3	the	the	DT
cord-296717-ay4wcmk3	253	4	dynamic	dynamic	JJ
cord-296717-ay4wcmk3	253	5	factor	factor	NN
cord-296717-ay4wcmk3	253	6	model	model	NN
cord-296717-ay4wcmk3	253	7	is	be	VBZ
cord-296717-ay4wcmk3	253	8	employed	employ	VBN
cord-296717-ay4wcmk3	253	9	on	on	IN
cord-296717-ay4wcmk3	253	10	the	the	DT
cord-296717-ay4wcmk3	253	11	extraction	extraction	NN
cord-296717-ay4wcmk3	253	12	of	of	IN
cord-296717-ay4wcmk3	253	13	common	common	JJ
cord-296717-ay4wcmk3	253	14	sentiment	sentiment	NN
cord-296717-ay4wcmk3	253	15	factors	factor	NNS
cord-296717-ay4wcmk3	253	16	.	.	.
cord-296717-ay4wcmk3	254	1	Considering	consider	VBG
cord-296717-ay4wcmk3	254	2	that	that	IN
cord-296717-ay4wcmk3	254	3	the	the	DT
cord-296717-ay4wcmk3	254	4	frequencies	frequency	NNS
cord-296717-ay4wcmk3	254	5	of	of	IN
cord-296717-ay4wcmk3	254	6	sentiment	sentiment	NN
cord-296717-ay4wcmk3	254	7	indexes	index	NNS
cord-296717-ay4wcmk3	254	8	at	at	IN
cord-296717-ay4wcmk3	254	9	three	three	CD
cord-296717-ay4wcmk3	254	10	levels	level	NNS
cord-296717-ay4wcmk3	254	11	are	be	VBP
cord-296717-ay4wcmk3	254	12	different	different	JJ
cord-296717-ay4wcmk3	254	13	,	,	,
cord-296717-ay4wcmk3	254	14	we	-PRON-	PRP
cord-296717-ay4wcmk3	254	15	further	further	RB
cord-296717-ay4wcmk3	254	16	combine	combine	VBP
cord-296717-ay4wcmk3	254	17	the	the	DT
cord-296717-ay4wcmk3	254	18	mixed	mix	VBN
cord-296717-ay4wcmk3	254	19	-	-	HYPH
cord-296717-ay4wcmk3	254	20	frequency	frequency	NN
cord-296717-ay4wcmk3	254	21	modeling	modeling	NN
cord-296717-ay4wcmk3	254	22	method	method	NN
cord-296717-ay4wcmk3	254	23	(	(	-LRB-
cord-296717-ay4wcmk3	254	24	Aruoba	Aruoba	NNP
cord-296717-ay4wcmk3	254	25	et	et	NNP
cord-296717-ay4wcmk3	254	26	al	al	NNP
cord-296717-ay4wcmk3	254	27	.	.	NNP
cord-296717-ay4wcmk3	254	28	,	,	,
cord-296717-ay4wcmk3	254	29	2009	2009	CD
cord-296717-ay4wcmk3	254	30	)	)	-RRB-
cord-296717-ay4wcmk3	254	31	,	,	,
cord-296717-ay4wcmk3	254	32	and	and	CC
cord-296717-ay4wcmk3	254	33	build	build	VB
cord-296717-ay4wcmk3	254	34	the	the	DT
cord-296717-ay4wcmk3	254	35	mixed	mix	VBN
cord-296717-ay4wcmk3	254	36	-	-	HYPH
cord-296717-ay4wcmk3	254	37	frequency	frequency	NN
cord-296717-ay4wcmk3	254	38	dynamic	dynamic	JJ
cord-296717-ay4wcmk3	254	39	factor	factor	NN
cord-296717-ay4wcmk3	254	40	model	model	NN
cord-296717-ay4wcmk3	254	41	to	to	TO
cord-296717-ay4wcmk3	254	42	extract	extract	VB
cord-296717-ay4wcmk3	254	43	the	the	DT
cord-296717-ay4wcmk3	254	44	common	common	JJ
cord-296717-ay4wcmk3	254	45	sentiment	sentiment	NN
cord-296717-ay4wcmk3	254	46	factor	factor	NN
cord-296717-ay4wcmk3	254	47	.	.	.
cord-296717-ay4wcmk3	255	1	The	the	DT
cord-296717-ay4wcmk3	255	2	frequencies	frequency	NNS
cord-296717-ay4wcmk3	255	3	of	of	IN
cord-296717-ay4wcmk3	255	4	sentiment	sentiment	NN
cord-296717-ay4wcmk3	255	5	indexes	index	NNS
cord-296717-ay4wcmk3	255	6	at	at	IN
cord-296717-ay4wcmk3	255	7	macro	macro	NN
cord-296717-ay4wcmk3	255	8	,	,	,
cord-296717-ay4wcmk3	255	9	meso	meso	NNP
cord-296717-ay4wcmk3	255	10	and	and	CC
cord-296717-ay4wcmk3	255	11	micro	micro	JJ
cord-296717-ay4wcmk3	255	12	level	level	NN
cord-296717-ay4wcmk3	255	13	are	be	VBP
cord-296717-ay4wcmk3	255	14	monthly	monthly	JJ
cord-296717-ay4wcmk3	255	15	,	,	,
cord-296717-ay4wcmk3	255	16	weekly	weekly	JJ
cord-296717-ay4wcmk3	255	17	and	and	CC
cord-296717-ay4wcmk3	255	18	daily	daily	RB
cord-296717-ay4wcmk3	255	19	,	,	,
cord-296717-ay4wcmk3	255	20	respectively	respectively	RB
cord-296717-ay4wcmk3	255	21	.	.	.
cord-296717-ay4wcmk3	256	1	In	in	IN
cord-296717-ay4wcmk3	256	2	order	order	NN
cord-296717-ay4wcmk3	256	3	to	to	TO
cord-296717-ay4wcmk3	256	4	construct	construct	VB
cord-296717-ay4wcmk3	256	5	a	a	DT
cord-296717-ay4wcmk3	256	6	high	high	JJ
cord-296717-ay4wcmk3	256	7	-	-	HYPH
cord-296717-ay4wcmk3	256	8	frequency	frequency	NN
cord-296717-ay4wcmk3	256	9	daily	daily	JJ
cord-296717-ay4wcmk3	256	10	common	common	JJ
cord-296717-ay4wcmk3	256	11	sentiment	sentiment	NN
cord-296717-ay4wcmk3	256	12	factor	factor	NN
cord-296717-ay4wcmk3	256	13	,	,	,
cord-296717-ay4wcmk3	256	14	denotes	denote	VBZ
cord-296717-ay4wcmk3	256	15	the	the	DT
cord-296717-ay4wcmk3	256	16	unobservable	unobservable	JJ
cord-296717-ay4wcmk3	256	17	common	common	JJ
cord-296717-ay4wcmk3	256	18	sentiment	sentiment	NN
cord-296717-ay4wcmk3	256	19	factor	factor	NN
cord-296717-ay4wcmk3	256	20	at	at	IN
cord-296717-ay4wcmk3	256	21	day	day	NN
cord-296717-ay4wcmk3	256	22	t	t	NN
cord-296717-ay4wcmk3	256	23	,	,	,
cord-296717-ay4wcmk3	256	24	which	which	WDT
cord-296717-ay4wcmk3	256	25	evolve	evolve	VBP
cord-296717-ay4wcmk3	256	26	daily	daily	RB
cord-296717-ay4wcmk3	256	27	with	with	IN
cord-296717-ay4wcmk3	256	28	AR(p	AR(p	NNPS
cord-296717-ay4wcmk3	256	29	)	)	-RRB-
cord-296717-ay4wcmk3	256	30	dynamics	dynamic	NNS
cord-296717-ay4wcmk3	256	31	,	,	,
cord-296717-ay4wcmk3	256	32	where	where	WRB
cord-296717-ay4wcmk3	256	33	is	be	VBZ
cord-296717-ay4wcmk3	256	34	a	a	DT
cord-296717-ay4wcmk3	256	35	white	white	JJ
cord-296717-ay4wcmk3	256	36	noise	noise	NN
cord-296717-ay4wcmk3	256	37	innovation	innovation	NN
cord-296717-ay4wcmk3	256	38	with	with	IN
cord-296717-ay4wcmk3	256	39	unit	unit	NN
cord-296717-ay4wcmk3	256	40	variance	variance	NN
cord-296717-ay4wcmk3	256	41	.	.	.
cord-296717-ay4wcmk3	257	1	Interested	interested	JJ
cord-296717-ay4wcmk3	257	2	in	in	IN
cord-296717-ay4wcmk3	257	3	tracking	track	VBG
cord-296717-ay4wcmk3	257	4	and	and	CC
cord-296717-ay4wcmk3	257	5	forecasting	forecast	VBG
cord-296717-ay4wcmk3	257	6	real	real	JJ
cord-296717-ay4wcmk3	257	7	activity	activity	NN
cord-296717-ay4wcmk3	257	8	,	,	,
cord-296717-ay4wcmk3	257	9	we	-PRON-	PRP
cord-296717-ay4wcmk3	257	10	use	use	VBP
cord-296717-ay4wcmk3	257	11	a	a	DT
cord-296717-ay4wcmk3	257	12	single	single	JJ
cord-296717-ay4wcmk3	257	13	-	-	HYPH
cord-296717-ay4wcmk3	257	14	factor	factor	NN
cord-296717-ay4wcmk3	257	15	model	model	NN
cord-296717-ay4wcmk3	257	16	,	,	,
cord-296717-ay4wcmk3	257	17	i.e.	i.e.	FW
cord-296717-ay4wcmk3	257	18	is	be	VBZ
cord-296717-ay4wcmk3	257	19	a	a	DT
cord-296717-ay4wcmk3	257	20	scalar	scalar	NN
cord-296717-ay4wcmk3	257	21	.	.	.
cord-296717-ay4wcmk3	258	1	denotes	denote	VBZ
cord-296717-ay4wcmk3	258	2	the	the	DT
cord-296717-ay4wcmk3	258	3	sentiment	sentiment	NN
cord-296717-ay4wcmk3	258	4	index	index	NN
cord-296717-ay4wcmk3	258	5	at	at	IN
cord-296717-ay4wcmk3	258	6	day	day	NN
cord-296717-ay4wcmk3	258	7	t	t	NNP
cord-296717-ay4wcmk3	258	8	,	,	,
cord-296717-ay4wcmk3	258	9	which	which	WDT
cord-296717-ay4wcmk3	258	10	depends	depend	VBZ
cord-296717-ay4wcmk3	258	11	linearly	linearly	RB
cord-296717-ay4wcmk3	258	12	on	on	RB
cord-296717-ay4wcmk3	258	13	and	and	CC
cord-296717-ay4wcmk3	258	14	also	also	RB
cord-296717-ay4wcmk3	258	15	on	on	IN
cord-296717-ay4wcmk3	258	16	lags	lag	NNS
cord-296717-ay4wcmk3	258	17	of	of	IN
cord-296717-ay4wcmk3	258	18	,	,	,
cord-296717-ay4wcmk3	258	19	and	and	CC
cord-296717-ay4wcmk3	258	20	i	i	PRP
cord-296717-ay4wcmk3	258	21	represents	represent	VBZ
cord-296717-ay4wcmk3	258	22	the	the	DT
cord-296717-ay4wcmk3	258	23	level	level	NN
cord-296717-ay4wcmk3	258	24	of	of	IN
cord-296717-ay4wcmk3	258	25	sentiment	sentiment	NN
cord-296717-ay4wcmk3	258	26	index	index	NN
cord-296717-ay4wcmk3	258	27	,	,	,
cord-296717-ay4wcmk3	258	28	which	which	WDT
cord-296717-ay4wcmk3	258	29	equals	equal	VBZ
cord-296717-ay4wcmk3	258	30	1	1	CD
cord-296717-ay4wcmk3	258	31	,	,	,
cord-296717-ay4wcmk3	258	32	2	2	CD
cord-296717-ay4wcmk3	258	33	,	,	,
cord-296717-ay4wcmk3	258	34	and	and	CC
cord-296717-ay4wcmk3	258	35	3	3	CD
cord-296717-ay4wcmk3	258	36	in	in	IN
cord-296717-ay4wcmk3	258	37	the	the	DT
cord-296717-ay4wcmk3	258	38	case	case	NN
cord-296717-ay4wcmk3	258	39	of	of	IN
cord-296717-ay4wcmk3	258	40	micro	micro	NNP
cord-296717-ay4wcmk3	258	41	,	,	,
cord-296717-ay4wcmk3	258	42	meso	meso	NNP
cord-296717-ay4wcmk3	258	43	and	and	CC
cord-296717-ay4wcmk3	258	44	macro	macro	NN
cord-296717-ay4wcmk3	258	45	,	,	,
cord-296717-ay4wcmk3	258	46	respectively	respectively	RB
cord-296717-ay4wcmk3	258	47	.	.	.
cord-296717-ay4wcmk3	259	1	where	where	WRB
cord-296717-ay4wcmk3	259	2	coefficient	coefficient	NN
cord-296717-ay4wcmk3	259	3	for	for	IN
cord-296717-ay4wcmk3	259	4	,	,	,
cord-296717-ay4wcmk3	259	5	reflects	reflect	VBZ
cord-296717-ay4wcmk3	259	6	the	the	DT
cord-296717-ay4wcmk3	259	7	effect	effect	NN
cord-296717-ay4wcmk3	259	8	of	of	IN
cord-296717-ay4wcmk3	259	9	the	the	DT
cord-296717-ay4wcmk3	259	10	common	common	JJ
cord-296717-ay4wcmk3	259	11	sentiment	sentiment	NN
cord-296717-ay4wcmk3	259	12	factor	factor	NN
cord-296717-ay4wcmk3	259	13	on	on	IN
cord-296717-ay4wcmk3	259	14	the	the	DT
cord-296717-ay4wcmk3	259	15	sentiment	sentiment	NN
cord-296717-ay4wcmk3	259	16	index	index	NN
cord-296717-ay4wcmk3	259	17	.	.	.
cord-296717-ay4wcmk3	259	18	 	 	_SP
cord-296717-ay4wcmk3	260	1	where	where	WRB
cord-296717-ay4wcmk3	260	2	3	3	CD
cord-296717-ay4wcmk3	260	3	,	,	,
cord-296717-ay4wcmk3	260	4	is	be	VBZ
cord-296717-ay4wcmk3	260	5	missing	miss	VBG
cord-296717-ay4wcmk3	260	6	for	for	IN
cord-296717-ay4wcmk3	260	7	t	t	NN
cord-296717-ay4wcmk3	260	8	∈	∈	NNP
cord-296717-ay4wcmk3	260	9	A	a	NN
cord-296717-ay4wcmk3	260	10	and	and	CC
cord-296717-ay4wcmk3	260	11	2	2	CD
cord-296717-ay4wcmk3	260	12	,	,	,
cord-296717-ay4wcmk3	260	13	is	be	VBZ
cord-296717-ay4wcmk3	260	14	missing	miss	VBG
cord-296717-ay4wcmk3	260	15	for	for	IN
cord-296717-ay4wcmk3	260	16	t	t	NN
cord-296717-ay4wcmk3	260	17	∈	∈	NN
cord-296717-ay4wcmk3	261	1	B.	B.	NNP
cord-296717-ay4wcmk3	261	2	Based	Based	NNP
cord-296717-ay4wcmk3	261	3	on	on	IN
cord-296717-ay4wcmk3	261	4	Eq	Eq	NNP
cord-296717-ay4wcmk3	261	5	.	.	.
cord-296717-ay4wcmk3	262	1	(	(	-LRB-
cord-296717-ay4wcmk3	262	2	13	13	CD
cord-296717-ay4wcmk3	262	3	)	)	-RRB-
cord-296717-ay4wcmk3	262	4	,	,	,
cord-296717-ay4wcmk3	262	5	Eq	Eq	NNP
cord-296717-ay4wcmk3	262	6	.	.	.
cord-296717-ay4wcmk3	263	1	(	(	-LRB-
cord-296717-ay4wcmk3	263	2	11	11	CD
cord-296717-ay4wcmk3	263	3	)	)	-RRB-
cord-296717-ay4wcmk3	263	4	is	be	VBZ
cord-296717-ay4wcmk3	263	5	transformed	transform	VBN
cord-296717-ay4wcmk3	263	6	into	into	IN
cord-296717-ay4wcmk3	263	7	the	the	DT
cord-296717-ay4wcmk3	263	8	following	follow	VBG
cord-296717-ay4wcmk3	263	9	form	form	NN
cord-296717-ay4wcmk3	263	10	:	:	:
cord-296717-ay4wcmk3	263	11	where	where	WRB
cord-296717-ay4wcmk3	263	12	is	be	VBZ
cord-296717-ay4wcmk3	263	13	a	a	DT
cord-296717-ay4wcmk3	263	14	3×3	3×3	CD
cord-296717-ay4wcmk3	263	15	identity	identity	NN
cord-296717-ay4wcmk3	263	16	matrix	matrix	NN
cord-296717-ay4wcmk3	263	17	when	when	WRB
cord-296717-ay4wcmk3	263	18	there	there	EX
cord-296717-ay4wcmk3	263	19	is	be	VBZ
cord-296717-ay4wcmk3	263	20	no	no	DT
cord-296717-ay4wcmk3	263	21	missing	miss	VBG
cord-296717-ay4wcmk3	263	22	value	value	NN
cord-296717-ay4wcmk3	263	23	in	in	IN
cord-296717-ay4wcmk3	263	24	observed	observed	JJ
cord-296717-ay4wcmk3	263	25	vector	vector	NN
cord-296717-ay4wcmk3	263	26	,	,	,
cord-296717-ay4wcmk3	263	27	is	be	VBZ
cord-296717-ay4wcmk3	263	28	a	a	DT
cord-296717-ay4wcmk3	263	29	2×3	2×3	CD
cord-296717-ay4wcmk3	263	30	matrix	matrix	NN
cord-296717-ay4wcmk3	263	31	deleted	delete	VBN
cord-296717-ay4wcmk3	263	32	ith	ith	NNP
cord-296717-ay4wcmk3	263	33	row	row	NN
cord-296717-ay4wcmk3	263	34	when	when	WRB
cord-296717-ay4wcmk3	263	35	the	the	DT
cord-296717-ay4wcmk3	263	36	ith	ith	JJ
cord-296717-ay4wcmk3	263	37	value	value	NN
cord-296717-ay4wcmk3	263	38	in	in	IN
cord-296717-ay4wcmk3	263	39	is	be	VBZ
cord-296717-ay4wcmk3	263	40	missed	miss	VBN
cord-296717-ay4wcmk3	263	41	,	,	,
cord-296717-ay4wcmk3	263	42	and	and	CC
cord-296717-ay4wcmk3	263	43	is	be	VBZ
cord-296717-ay4wcmk3	263	44	a	a	DT
cord-296717-ay4wcmk3	263	45	1×3	1×3	CD
cord-296717-ay4wcmk3	263	46	matrix	matrix	NN
cord-296717-ay4wcmk3	263	47	when	when	WRB
cord-296717-ay4wcmk3	263	48	two	two	CD
cord-296717-ay4wcmk3	263	49	of	of	IN
cord-296717-ay4wcmk3	263	50	values	value	NNS
cord-296717-ay4wcmk3	263	51	in	in	IN
cord-296717-ay4wcmk3	263	52	is	be	VBZ
cord-296717-ay4wcmk3	263	53	missed	miss	VBN
cord-296717-ay4wcmk3	263	54	.	.	.
cord-296717-ay4wcmk3	264	1	In	in	IN
cord-296717-ay4wcmk3	264	2	Eq	Eq	NNP
cord-296717-ay4wcmk3	264	3	.	.	.
cord-296717-ay4wcmk3	265	1	(	(	-LRB-
cord-296717-ay4wcmk3	265	2	14	14	CD
cord-296717-ay4wcmk3	265	3	)	)	-RRB-
cord-296717-ay4wcmk3	265	4	,	,	,
cord-296717-ay4wcmk3	265	5	there	there	EX
cord-296717-ay4wcmk3	265	6	is	be	VBZ
cord-296717-ay4wcmk3	265	7	no	no	DT
cord-296717-ay4wcmk3	265	8	problem	problem	NN
cord-296717-ay4wcmk3	265	9	with	with	IN
cord-296717-ay4wcmk3	265	10	missing	miss	VBG
cord-296717-ay4wcmk3	265	11	data	datum	NNS
cord-296717-ay4wcmk3	265	12	.	.	.
cord-296717-ay4wcmk3	266	1	Hence	hence	RB
cord-296717-ay4wcmk3	266	2	for	for	IN
cord-296717-ay4wcmk3	266	3	the	the	DT
cord-296717-ay4wcmk3	266	4	state	state	NN
cord-296717-ay4wcmk3	266	5	space	space	NN
cord-296717-ay4wcmk3	266	6	model	model	NN
cord-296717-ay4wcmk3	266	7	composed	compose	VBN
cord-296717-ay4wcmk3	266	8	of	of	IN
cord-296717-ay4wcmk3	266	9	Eq	Eq	NNP
cord-296717-ay4wcmk3	266	10	.	.	.
cord-296717-ay4wcmk3	267	1	(	(	-LRB-
cord-296717-ay4wcmk3	267	2	12	12	CD
cord-296717-ay4wcmk3	267	3	)	)	-RRB-
cord-296717-ay4wcmk3	267	4	and	and	CC
cord-296717-ay4wcmk3	267	5	Eq	Eq	NNP
cord-296717-ay4wcmk3	267	6	.	.	.
cord-296717-ay4wcmk3	268	1	(	(	-LRB-
cord-296717-ay4wcmk3	268	2	14	14	CD
cord-296717-ay4wcmk3	268	3	)	)	-RRB-
cord-296717-ay4wcmk3	268	4	,	,	,
cord-296717-ay4wcmk3	268	5	the	the	DT
cord-296717-ay4wcmk3	268	6	maximum	maximum	JJ
cord-296717-ay4wcmk3	268	7	likelihood	likelihood	NN
cord-296717-ay4wcmk3	268	8	estimation	estimation	NN
cord-296717-ay4wcmk3	268	9	based	base	VBN
cord-296717-ay4wcmk3	268	10	on	on	IN
cord-296717-ay4wcmk3	268	11	Kalman	Kalman	NNP
cord-296717-ay4wcmk3	268	12	filter	filter	NN
cord-296717-ay4wcmk3	268	13	is	be	VBZ
cord-296717-ay4wcmk3	268	14	used	use	VBN
cord-296717-ay4wcmk3	268	15	to	to	TO
cord-296717-ay4wcmk3	268	16	obtain	obtain	VB
cord-296717-ay4wcmk3	268	17	the	the	DT
cord-296717-ay4wcmk3	268	18	consistent	consistent	JJ
cord-296717-ay4wcmk3	268	19	estimators	estimator	NNS
cord-296717-ay4wcmk3	268	20	,	,	,
cord-296717-ay4wcmk3	268	21	and	and	CC
cord-296717-ay4wcmk3	268	22	simultaneously	simultaneously	RB
cord-296717-ay4wcmk3	268	23	,	,	,
cord-296717-ay4wcmk3	268	24	Kalman	Kalman	NNP
cord-296717-ay4wcmk3	268	25	filter	filter	NN
cord-296717-ay4wcmk3	268	26	and	and	CC
cord-296717-ay4wcmk3	268	27	smoothing	smooth	VBG
cord-296717-ay4wcmk3	268	28	estimators	estimator	NNS
cord-296717-ay4wcmk3	268	29	of	of	IN
cord-296717-ay4wcmk3	268	30	state	state	NN
cord-296717-ay4wcmk3	268	31	variable	variable	NN
cord-296717-ay4wcmk3	268	32	can	can	MD
cord-296717-ay4wcmk3	268	33	be	be	VB
cord-296717-ay4wcmk3	268	34	calculated	calculate	VBN
cord-296717-ay4wcmk3	268	35	.	.	.
cord-296717-ay4wcmk3	269	1	Since	since	IN
cord-296717-ay4wcmk3	269	2	Eq	Eq	NNP
cord-296717-ay4wcmk3	269	3	.	.	.
cord-296717-ay4wcmk3	270	1	(	(	-LRB-
cord-296717-ay4wcmk3	270	2	12	12	CD
cord-296717-ay4wcmk3	270	3	)	)	-RRB-
cord-296717-ay4wcmk3	270	4	and	and	CC
cord-296717-ay4wcmk3	270	5	Eq	Eq	NNP
cord-296717-ay4wcmk3	270	6	.	.	.
cord-296717-ay4wcmk3	271	1	(	(	-LRB-
cord-296717-ay4wcmk3	271	2	14	14	CD
cord-296717-ay4wcmk3	271	3	)	)	-RRB-
cord-296717-ay4wcmk3	271	4	demand	demand	VBP
cord-296717-ay4wcmk3	271	5	the	the	DT
cord-296717-ay4wcmk3	271	6	variables	variable	NNS
cord-296717-ay4wcmk3	271	7	in	in	IN
cord-296717-ay4wcmk3	271	8	state	state	NN
cord-296717-ay4wcmk3	271	9	space	space	NN
cord-296717-ay4wcmk3	271	10	model	model	NN
cord-296717-ay4wcmk3	271	11	should	should	MD
cord-296717-ay4wcmk3	271	12	be	be	VB
cord-296717-ay4wcmk3	271	13	stationary	stationary	JJ
cord-296717-ay4wcmk3	271	14	,	,	,
cord-296717-ay4wcmk3	271	15	we	-PRON-	PRP
cord-296717-ay4wcmk3	271	16	first	first	RB
cord-296717-ay4wcmk3	271	17	take	take	VBP
cord-296717-ay4wcmk3	271	18	the	the	DT
cord-296717-ay4wcmk3	271	19	ADF	ADF	NNP
cord-296717-ay4wcmk3	271	20	test	test	NN
cord-296717-ay4wcmk3	271	21	on	on	IN
cord-296717-ay4wcmk3	271	22	three	three	CD
cord-296717-ay4wcmk3	271	23	sentiment	sentiment	NN
cord-296717-ay4wcmk3	271	24	indexes	index	NNS
cord-296717-ay4wcmk3	271	25	of	of	IN
cord-296717-ay4wcmk3	271	26	different	different	JJ
cord-296717-ay4wcmk3	271	27	levels	level	NNS
cord-296717-ay4wcmk3	271	28	.	.	.
cord-296717-ay4wcmk3	272	1	Table	table	NN
cord-296717-ay4wcmk3	272	2	6	6	CD
cord-296717-ay4wcmk3	272	3	reports	report	NNS
cord-296717-ay4wcmk3	272	4	MacSI	MacSI	NNP
cord-296717-ay4wcmk3	272	5	is	be	VBZ
cord-296717-ay4wcmk3	272	6	non	non	JJ
cord-296717-ay4wcmk3	272	7	-	-	JJ
cord-296717-ay4wcmk3	272	8	stationary	stationary	JJ
cord-296717-ay4wcmk3	272	9	,	,	,
cord-296717-ay4wcmk3	272	10	whereas	whereas	IN
cord-296717-ay4wcmk3	272	11	the	the	DT
cord-296717-ay4wcmk3	272	12	other	other	JJ
cord-296717-ay4wcmk3	272	13	two	two	CD
cord-296717-ay4wcmk3	272	14	are	be	VBP
cord-296717-ay4wcmk3	272	15	opposite	opposite	JJ
cord-296717-ay4wcmk3	272	16	.	.	.
cord-296717-ay4wcmk3	273	1	In	in	IN
cord-296717-ay4wcmk3	273	2	an	an	DT
cord-296717-ay4wcmk3	273	3	attempt	attempt	NN
cord-296717-ay4wcmk3	273	4	to	to	TO
cord-296717-ay4wcmk3	273	5	maintain	maintain	VB
cord-296717-ay4wcmk3	273	6	the	the	DT
cord-296717-ay4wcmk3	273	7	data	datum	NNS
cord-296717-ay4wcmk3	273	8	properties	property	NNS
cord-296717-ay4wcmk3	273	9	,	,	,
cord-296717-ay4wcmk3	273	10	we	-PRON-	PRP
cord-296717-ay4wcmk3	273	11	take	take	VBP
cord-296717-ay4wcmk3	273	12	first	first	JJ
cord-296717-ay4wcmk3	273	13	difference	difference	NN
cord-296717-ay4wcmk3	273	14	of	of	IN
cord-296717-ay4wcmk3	273	15	the	the	DT
cord-296717-ay4wcmk3	273	16	variables	variable	NNS
cord-296717-ay4wcmk3	273	17	with	with	IN
cord-296717-ay4wcmk3	273	18	trend	trend	NN
cord-296717-ay4wcmk3	273	19	.	.	.
cord-296717-ay4wcmk3	274	1	Finally	finally	RB
cord-296717-ay4wcmk3	274	2	,	,	,
cord-296717-ay4wcmk3	274	3	all	all	DT
cord-296717-ay4wcmk3	274	4	variables	variable	NNS
cord-296717-ay4wcmk3	274	5	are	be	VBP
cord-296717-ay4wcmk3	274	6	standardized	standardize	VBN
cord-296717-ay4wcmk3	274	7	eliminating	eliminate	VBG
cord-296717-ay4wcmk3	274	8	the	the	DT
cord-296717-ay4wcmk3	274	9	influence	influence	NN
cord-296717-ay4wcmk3	274	10	of	of	IN
cord-296717-ay4wcmk3	274	11	dimension	dimension	NN
cord-296717-ay4wcmk3	274	12	.	.	.
cord-296717-ay4wcmk3	275	1	J	J	NNP
cord-296717-ay4wcmk3	275	2	o	o	NN
cord-296717-ay4wcmk3	275	3	u	u	NN
cord-296717-ay4wcmk3	275	4	r	r	NN
cord-296717-ay4wcmk3	275	5	n	n	NN
cord-296717-ay4wcmk3	275	6	a	a	DT
cord-296717-ay4wcmk3	275	7	l	l	NN
cord-296717-ay4wcmk3	275	8	P	p	NN
cord-296717-ay4wcmk3	275	9	r	r	NN
cord-296717-ay4wcmk3	275	10	e	e	NN
cord-296717-ay4wcmk3	275	11	-p	-p	NN
cord-296717-ay4wcmk3	276	1	r	r	NN
cord-296717-ay4wcmk3	276	2	o	o	NN
cord-296717-ay4wcmk3	276	3	o	o	NN
cord-296717-ay4wcmk3	276	4	f	f	NN
cord-296717-ay4wcmk3	276	5	Table	table	NN
cord-296717-ay4wcmk3	276	6	6	6	CD
cord-296717-ay4wcmk3	276	7	also	also	RB
cord-296717-ay4wcmk3	276	8	gives	give	VBZ
cord-296717-ay4wcmk3	276	9	some	some	DT
cord-296717-ay4wcmk3	276	10	descriptive	descriptive	JJ
cord-296717-ay4wcmk3	276	11	statistics	statistic	NNS
cord-296717-ay4wcmk3	276	12	of	of	IN
cord-296717-ay4wcmk3	276	13	three	three	CD
cord-296717-ay4wcmk3	276	14	sentiment	sentiment	NN
cord-296717-ay4wcmk3	276	15	indexes	index	NNS
cord-296717-ay4wcmk3	276	16	.	.	.
cord-296717-ay4wcmk3	277	1	According	accord	VBG
cord-296717-ay4wcmk3	277	2	to	to	IN
cord-296717-ay4wcmk3	277	3	AIC、BIC	AIC、BIC	NNP
cord-296717-ay4wcmk3	277	4	,	,	,
cord-296717-ay4wcmk3	277	5	we	-PRON-	PRP
cord-296717-ay4wcmk3	277	6	set	set	VBP
cord-296717-ay4wcmk3	277	7	p	p	NN
cord-296717-ay4wcmk3	277	8	equals	equal	VBZ
cord-296717-ay4wcmk3	277	9	1	1	CD
cord-296717-ay4wcmk3	277	10	.	.	.
cord-296717-ay4wcmk3	278	1	Hence	hence	RB
cord-296717-ay4wcmk3	278	2	the	the	DT
cord-296717-ay4wcmk3	278	3	measurement	measurement	NN
cord-296717-ay4wcmk3	278	4	and	and	CC
cord-296717-ay4wcmk3	278	5	transition	transition	NN
cord-296717-ay4wcmk3	278	6	equations	equation	NNS
cord-296717-ay4wcmk3	278	7	become	become	VBP
cord-296717-ay4wcmk3	278	8	 	 	_SP
cord-296717-ay4wcmk3	278	9	On	on	IN
cord-296717-ay4wcmk3	278	10	the	the	DT
cord-296717-ay4wcmk3	278	11	basis	basis	NN
cord-296717-ay4wcmk3	278	12	of	of	IN
cord-296717-ay4wcmk3	278	13	the	the	DT
cord-296717-ay4wcmk3	278	14	optimal	optimal	JJ
cord-296717-ay4wcmk3	278	15	estimation	estimation	NN
cord-296717-ay4wcmk3	278	16	of	of	IN
cord-296717-ay4wcmk3	278	17	unobserved	unobserved	JJ
cord-296717-ay4wcmk3	278	18	state	state	NN
cord-296717-ay4wcmk3	278	19	vector	vector	NN
cord-296717-ay4wcmk3	278	20	,	,	,
cord-296717-ay4wcmk3	278	21	Table	Table	NNP
cord-296717-ay4wcmk3	278	22	7	7	CD
cord-296717-ay4wcmk3	278	23	gives	give	VBZ
cord-296717-ay4wcmk3	278	24	the	the	DT
cord-296717-ay4wcmk3	278	25	estimation	estimation	NN
cord-296717-ay4wcmk3	278	26	values	value	NNS
cord-296717-ay4wcmk3	278	27	of	of	IN
cord-296717-ay4wcmk3	278	28	related	related	JJ
cord-296717-ay4wcmk3	278	29	parameters	parameter	NNS
cord-296717-ay4wcmk3	278	30	.	.	.
cord-296717-ay4wcmk3	279	1	The	the	DT
cord-296717-ay4wcmk3	279	2	estimates	estimate	NNS
cord-296717-ay4wcmk3	279	3	are	be	VBP
cord-296717-ay4wcmk3	279	4	all	all	DT
cord-296717-ay4wcmk3	279	5	significant	significant	JJ
cord-296717-ay4wcmk3	279	6	,	,	,
cord-296717-ay4wcmk3	279	7	and	and	CC
cord-296717-ay4wcmk3	279	8	those	those	DT
cord-296717-ay4wcmk3	279	9	of	of	IN
cord-296717-ay4wcmk3	279	10	β1	β1	NNP
cord-296717-ay4wcmk3	279	11	,	,	,
cord-296717-ay4wcmk3	279	12	β2	β2	NN
cord-296717-ay4wcmk3	279	13	,	,	,
cord-296717-ay4wcmk3	279	14	and	and	CC
cord-296717-ay4wcmk3	279	15	β3	β3	NN
cord-296717-ay4wcmk3	279	16	are	be	VBP
cord-296717-ay4wcmk3	279	17	positive	positive	JJ
cord-296717-ay4wcmk3	279	18	,	,	,
cord-296717-ay4wcmk3	279	19	which	which	WDT
cord-296717-ay4wcmk3	279	20	suggests	suggest	VBZ
cord-296717-ay4wcmk3	279	21	the	the	DT
cord-296717-ay4wcmk3	279	22	effects	effect	NNS
cord-296717-ay4wcmk3	279	23	of	of	IN
cord-296717-ay4wcmk3	279	24	the	the	DT
cord-296717-ay4wcmk3	279	25	common	common	JJ
cord-296717-ay4wcmk3	279	26	sentiment	sentiment	NN
cord-296717-ay4wcmk3	279	27	factor	factor	NN
cord-296717-ay4wcmk3	279	28	on	on	IN
cord-296717-ay4wcmk3	279	29	the	the	DT
cord-296717-ay4wcmk3	279	30	three	three	CD
cord-296717-ay4wcmk3	279	31	sentiment	sentiment	NN
cord-296717-ay4wcmk3	279	32	at	at	IN
cord-296717-ay4wcmk3	279	33	different	different	JJ
cord-296717-ay4wcmk3	279	34	levels	level	NNS
cord-296717-ay4wcmk3	279	35	are	be	VBP
cord-296717-ay4wcmk3	279	36	consistent	consistent	JJ
cord-296717-ay4wcmk3	279	37	.	.	.
cord-296717-ay4wcmk3	280	1	ρ	ρ	NNP
cord-296717-ay4wcmk3	280	2	is	be	VBZ
cord-296717-ay4wcmk3	280	3	significantly	significantly	RB
cord-296717-ay4wcmk3	280	4	positive	positive	JJ
cord-296717-ay4wcmk3	280	5	,	,	,
cord-296717-ay4wcmk3	280	6	indicating	indicate	VBG
cord-296717-ay4wcmk3	280	7	the	the	DT
cord-296717-ay4wcmk3	280	8	first	first	JJ
cord-296717-ay4wcmk3	280	9	-	-	HYPH
cord-296717-ay4wcmk3	280	10	order	order	NN
cord-296717-ay4wcmk3	280	11	common	common	JJ
cord-296717-ay4wcmk3	280	12	sentiment	sentiment	NN
cord-296717-ay4wcmk3	280	13	factor	factor	NN
cord-296717-ay4wcmk3	280	14	has	have	VBZ
cord-296717-ay4wcmk3	280	15	a	a	DT
cord-296717-ay4wcmk3	280	16	positive	positive	JJ
cord-296717-ay4wcmk3	280	17	effect	effect	NN
cord-296717-ay4wcmk3	280	18	on	on	IN
cord-296717-ay4wcmk3	280	19	the	the	DT
cord-296717-ay4wcmk3	280	20	current	current	JJ
cord-296717-ay4wcmk3	280	21	one	one	NN
cord-296717-ay4wcmk3	280	22	,	,	,
cord-296717-ay4wcmk3	280	23	i.e.	i.e.	FW
cord-296717-ay4wcmk3	280	24	investor	investor	NN
cord-296717-ay4wcmk3	280	25	sentiment	sentiment	NN
cord-296717-ay4wcmk3	280	26	is	be	VBZ
cord-296717-ay4wcmk3	280	27	influenced	influence	VBN
cord-296717-ay4wcmk3	280	28	by	by	IN
cord-296717-ay4wcmk3	280	29	inertia	inertia	NN
cord-296717-ay4wcmk3	280	30	,	,	,
cord-296717-ay4wcmk3	280	31	which	which	WDT
cord-296717-ay4wcmk3	280	32	will	will	MD
cord-296717-ay4wcmk3	280	33	lead	lead	VB
cord-296717-ay4wcmk3	280	34	to	to	IN
cord-296717-ay4wcmk3	280	35	conservatism	conservatism	NN
cord-296717-ay4wcmk3	280	36	bias	bias	NN
cord-296717-ay4wcmk3	280	37	in	in	IN
cord-296717-ay4wcmk3	280	38	behavioral	behavioral	JJ
cord-296717-ay4wcmk3	280	39	finance	finance	NN
cord-296717-ay4wcmk3	280	40	:	:	:
cord-296717-ay4wcmk3	280	41	investors	investor	NNS
cord-296717-ay4wcmk3	280	42	'	'	POS
cord-296717-ay4wcmk3	280	43	insufficient	insufficient	JJ
cord-296717-ay4wcmk3	280	44	response	response	NN
cord-296717-ay4wcmk3	280	45	to	to	IN
cord-296717-ay4wcmk3	280	46	new	new	JJ
cord-296717-ay4wcmk3	280	47	information	information	NN
cord-296717-ay4wcmk3	280	48	,	,	,
cord-296717-ay4wcmk3	280	49	resulting	result	VBG
cord-296717-ay4wcmk3	280	50	in	in	IN
cord-296717-ay4wcmk3	280	51	short	short	JJ
cord-296717-ay4wcmk3	280	52	-	-	HYPH
cord-296717-ay4wcmk3	280	53	term	term	NN
cord-296717-ay4wcmk3	280	54	momentum	momentum	NN
cord-296717-ay4wcmk3	280	55	effect	effect	NN
cord-296717-ay4wcmk3	280	56	.	.	.
cord-296717-ay4wcmk3	281	1	According	accord	VBG
cord-296717-ay4wcmk3	281	2	to	to	IN
cord-296717-ay4wcmk3	281	3	the	the	DT
cord-296717-ay4wcmk3	281	4	estimations	estimation	NNS
cord-296717-ay4wcmk3	281	5	of	of	IN
cord-296717-ay4wcmk3	281	6	the	the	DT
cord-296717-ay4wcmk3	281	7	common	common	JJ
cord-296717-ay4wcmk3	281	8	sentiment	sentiment	NN
cord-296717-ay4wcmk3	281	9	factor	factor	NN
cord-296717-ay4wcmk3	281	10	obtained	obtain	VBN
cord-296717-ay4wcmk3	281	11	by	by	IN
cord-296717-ay4wcmk3	281	12	Kalman	Kalman	NNP
cord-296717-ay4wcmk3	281	13	smoothing	smoothing	NN
cord-296717-ay4wcmk3	281	14	,	,	,
cord-296717-ay4wcmk3	281	15	Fig	Fig	NNP
cord-296717-ay4wcmk3	281	16	.	.	.
cord-296717-ay4wcmk3	282	1	12	12	CD
cord-296717-ay4wcmk3	282	2	represents	represent	VBZ
cord-296717-ay4wcmk3	282	3	its	-PRON-	PRP$
cord-296717-ay4wcmk3	282	4	time	time	NN
cord-296717-ay4wcmk3	282	5	series	series	NN
cord-296717-ay4wcmk3	282	6	.	.	.
cord-296717-ay4wcmk3	283	1	We	-PRON-	PRP
cord-296717-ay4wcmk3	283	2	calculate	calculate	VBP
cord-296717-ay4wcmk3	283	3	the	the	DT
cord-296717-ay4wcmk3	283	4	correlation	correlation	NN
cord-296717-ay4wcmk3	283	5	coefficients	coefficient	NNS
cord-296717-ay4wcmk3	283	6	between	between	IN
cord-296717-ay4wcmk3	283	7	the	the	DT
cord-296717-ay4wcmk3	283	8	common	common	JJ
cord-296717-ay4wcmk3	283	9	sentiment	sentiment	NN
cord-296717-ay4wcmk3	283	10	factor	factor	NN
cord-296717-ay4wcmk3	283	11	and	and	CC
cord-296717-ay4wcmk3	283	12	iVX	ivx	NN
cord-296717-ay4wcmk3	283	13	as	as	IN
cord-296717-ay4wcmk3	283	14	shown	show	VBN
cord-296717-ay4wcmk3	283	15	in	in	IN
cord-296717-ay4wcmk3	283	16	Table	Table	NNP
cord-296717-ay4wcmk3	283	17	8	8	CD
cord-296717-ay4wcmk3	283	18	.	.	.
cord-296717-ay4wcmk3	284	1	In	in	IN
cord-296717-ay4wcmk3	284	2	comparison	comparison	NN
cord-296717-ay4wcmk3	284	3	with	with	IN
cord-296717-ay4wcmk3	284	4	Table	Table	NNP
cord-296717-ay4wcmk3	284	5	5	5	CD
cord-296717-ay4wcmk3	284	6	,	,	,
cord-296717-ay4wcmk3	284	7	the	the	DT
cord-296717-ay4wcmk3	284	8	three	three	CD
cord-296717-ay4wcmk3	284	9	correlation	correlation	NN
cord-296717-ay4wcmk3	284	10	coefficients	coefficient	NNS
cord-296717-ay4wcmk3	284	11	show	show	VBP
cord-296717-ay4wcmk3	284	12	a	a	DT
cord-296717-ay4wcmk3	284	13	significant	significant	JJ
cord-296717-ay4wcmk3	284	14	negative	negative	JJ
cord-296717-ay4wcmk3	284	15	correlation	correlation	NN
cord-296717-ay4wcmk3	284	16	between	between	IN
cord-296717-ay4wcmk3	284	17	the	the	DT
cord-296717-ay4wcmk3	284	18	common	common	JJ
cord-296717-ay4wcmk3	284	19	sentiment	sentiment	NN
cord-296717-ay4wcmk3	284	20	factor	factor	NN
cord-296717-ay4wcmk3	284	21	and	and	CC
cord-296717-ay4wcmk3	284	22	iVX	ivx	NN
cord-296717-ay4wcmk3	284	23	.	.	.
cord-296717-ay4wcmk3	285	1	The	the	DT
cord-296717-ay4wcmk3	285	2	absolute	absolute	JJ
cord-296717-ay4wcmk3	285	3	values	value	NNS
cord-296717-ay4wcmk3	285	4	are	be	VBP
cord-296717-ay4wcmk3	285	5	larger	large	JJR
cord-296717-ay4wcmk3	285	6	than	than	IN
cord-296717-ay4wcmk3	285	7	the	the	DT
cord-296717-ay4wcmk3	285	8	correlation	correlation	NN
cord-296717-ay4wcmk3	285	9	coefficients	coefficient	NNS
cord-296717-ay4wcmk3	285	10	between	between	IN
cord-296717-ay4wcmk3	285	11	the	the	DT
cord-296717-ay4wcmk3	285	12	meso	meso	NNP
cord-296717-ay4wcmk3	285	13	and	and	CC
cord-296717-ay4wcmk3	285	14	micro	micro	JJ
cord-296717-ay4wcmk3	285	15	level	level	NN
cord-296717-ay4wcmk3	285	16	sentiment	sentiment	NN
cord-296717-ay4wcmk3	285	17	indexes	index	NNS
cord-296717-ay4wcmk3	285	18	and	and	CC
cord-296717-ay4wcmk3	285	19	the	the	DT
cord-296717-ay4wcmk3	285	20	corresponding	corresponding	JJ
cord-296717-ay4wcmk3	285	21	iVX	ivx	JJ
cord-296717-ay4wcmk3	285	22	component	component	NN
cord-296717-ay4wcmk3	285	23	,	,	,
cord-296717-ay4wcmk3	285	24	and	and	CC
cord-296717-ay4wcmk3	285	25	also	also	RB
cord-296717-ay4wcmk3	285	26	significantly	significantly	RB
cord-296717-ay4wcmk3	285	27	larger	large	JJR
cord-296717-ay4wcmk3	285	28	than	than	IN
cord-296717-ay4wcmk3	285	29	the	the	DT
cord-296717-ay4wcmk3	285	30	correlation	correlation	NN
cord-296717-ay4wcmk3	285	31	coefficients	coefficient	NNS
cord-296717-ay4wcmk3	285	32	between	between	IN
cord-296717-ay4wcmk3	285	33	the	the	DT
cord-296717-ay4wcmk3	285	34	two	two	CD
cord-296717-ay4wcmk3	285	35	sentiment	sentiment	NN
cord-296717-ay4wcmk3	285	36	indexes	index	NNS
cord-296717-ay4wcmk3	285	37	and	and	CC
cord-296717-ay4wcmk3	285	38	iVX	ivx	XX
cord-296717-ay4wcmk3	285	39	.	.	.
cord-296717-ay4wcmk3	286	1	It	-PRON-	PRP
cord-296717-ay4wcmk3	286	2	suggests	suggest	VBZ
cord-296717-ay4wcmk3	286	3	that	that	IN
cord-296717-ay4wcmk3	286	4	compared	compare	VBN
cord-296717-ay4wcmk3	286	5	with	with	IN
cord-296717-ay4wcmk3	286	6	the	the	DT
cord-296717-ay4wcmk3	286	7	sentiment	sentiment	NN
cord-296717-ay4wcmk3	286	8	index	index	NN
cord-296717-ay4wcmk3	286	9	of	of	IN
cord-296717-ay4wcmk3	286	10	each	each	DT
cord-296717-ay4wcmk3	286	11	level	level	NN
cord-296717-ay4wcmk3	286	12	,	,	,
cord-296717-ay4wcmk3	286	13	the	the	DT
cord-296717-ay4wcmk3	286	14	common	common	JJ
cord-296717-ay4wcmk3	286	15	sentiment	sentiment	NN
cord-296717-ay4wcmk3	286	16	factor	factor	NN
cord-296717-ay4wcmk3	286	17	we	-PRON-	PRP
cord-296717-ay4wcmk3	286	18	extract	extract	VBP
cord-296717-ay4wcmk3	286	19	is	be	VBZ
cord-296717-ay4wcmk3	286	20	more	more	RBR
cord-296717-ay4wcmk3	286	21	closely	closely	RB
cord-296717-ay4wcmk3	286	22	related	relate	VBN
cord-296717-ay4wcmk3	286	23	to	to	IN
cord-296717-ay4wcmk3	286	24	iVX	ivx	XX
cord-296717-ay4wcmk3	286	25	.	.	.
cord-296717-ay4wcmk3	287	1	Therefore	therefore	RB
cord-296717-ay4wcmk3	287	2	,	,	,
cord-296717-ay4wcmk3	287	3	we	-PRON-	PRP
cord-296717-ay4wcmk3	287	4	believe	believe	VBP
cord-296717-ay4wcmk3	287	5	that	that	IN
cord-296717-ay4wcmk3	287	6	iVX	iVX	NNP
cord-296717-ay4wcmk3	287	7	represents	represent	VBZ
cord-296717-ay4wcmk3	287	8	more	more	RBR
cord-296717-ay4wcmk3	287	9	a	a	DT
cord-296717-ay4wcmk3	287	10	mutual	mutual	JJ
cord-296717-ay4wcmk3	287	11	portion	portion	NN
cord-296717-ay4wcmk3	287	12	of	of	IN
cord-296717-ay4wcmk3	287	13	all	all	DT
cord-296717-ay4wcmk3	287	14	levels	level	NNS
cord-296717-ay4wcmk3	287	15	of	of	IN
cord-296717-ay4wcmk3	287	16	sentiments	sentiment	NNS
cord-296717-ay4wcmk3	287	17	than	than	IN
cord-296717-ay4wcmk3	287	18	the	the	DT
cord-296717-ay4wcmk3	287	19	diversity	diversity	NN
cord-296717-ay4wcmk3	287	20	.	.	.
cord-296717-ay4wcmk3	288	1	Besides	besides	RB
cord-296717-ay4wcmk3	288	2	,	,	,
cord-296717-ay4wcmk3	288	3	compared	compare	VBN
cord-296717-ay4wcmk3	288	4	with	with	IN
cord-296717-ay4wcmk3	288	5	lags	lag	NNS
cord-296717-ay4wcmk3	288	6	ranging	range	VBG
cord-296717-ay4wcmk3	288	7	from	from	IN
cord-296717-ay4wcmk3	288	8	1	1	CD
cord-296717-ay4wcmk3	288	9	to	to	IN
cord-296717-ay4wcmk3	288	10	3	3	CD
cord-296717-ay4wcmk3	288	11	,	,	,
cord-296717-ay4wcmk3	288	12	iVX	iVX	NNP
cord-296717-ay4wcmk3	288	13	has	have	VBZ
cord-296717-ay4wcmk3	288	14	the	the	DT
cord-296717-ay4wcmk3	288	15	strongest	strong	JJS
cord-296717-ay4wcmk3	288	16	correlation	correlation	NN
cord-296717-ay4wcmk3	288	17	with	with	IN
cord-296717-ay4wcmk3	288	18	the	the	DT
cord-296717-ay4wcmk3	288	19	contemporaneous	contemporaneous	JJ
cord-296717-ay4wcmk3	288	20	common	common	JJ
cord-296717-ay4wcmk3	288	21	sentiment	sentiment	NN
cord-296717-ay4wcmk3	288	22	factor	factor	NN
cord-296717-ay4wcmk3	288	23	,	,	,
cord-296717-ay4wcmk3	288	24	indicating	indicate	VBG
cord-296717-ay4wcmk3	288	25	that	that	IN
cord-296717-ay4wcmk3	288	26	iVX	ivx	XX
cord-296717-ay4wcmk3	288	27	can	can	MD
cord-296717-ay4wcmk3	288	28	reflect	reflect	VB
cord-296717-ay4wcmk3	288	29	the	the	DT
cord-296717-ay4wcmk3	288	30	current	current	JJ
cord-296717-ay4wcmk3	288	31	mutual	mutual	JJ
cord-296717-ay4wcmk3	288	32	sentiment	sentiment	NN
cord-296717-ay4wcmk3	288	33	.	.	.
cord-296717-ay4wcmk3	288	34	 	 	_SP
cord-296717-ay4wcmk3	289	1	In	in	IN
cord-296717-ay4wcmk3	289	2	the	the	DT
cord-296717-ay4wcmk3	289	3	previous	previous	JJ
cord-296717-ay4wcmk3	289	4	section	section	NN
cord-296717-ay4wcmk3	289	5	,	,	,
cord-296717-ay4wcmk3	289	6	we	-PRON-	PRP
cord-296717-ay4wcmk3	289	7	use	use	VBP
cord-296717-ay4wcmk3	289	8	three	three	CD
cord-296717-ay4wcmk3	289	9	correlation	correlation	NN
cord-296717-ay4wcmk3	289	10	coefficients	coefficient	NNS
cord-296717-ay4wcmk3	289	11	to	to	TO
cord-296717-ay4wcmk3	289	12	discuss	discuss	VB
cord-296717-ay4wcmk3	289	13	the	the	DT
cord-296717-ay4wcmk3	289	14	sentiment	sentiment	NN
cord-296717-ay4wcmk3	289	15	representation	representation	NN
cord-296717-ay4wcmk3	289	16	of	of	IN
cord-296717-ay4wcmk3	289	17	iVX	iVX	NNP
cord-296717-ay4wcmk3	289	18	.	.	.
cord-296717-ay4wcmk3	290	1	In	in	IN
cord-296717-ay4wcmk3	290	2	this	this	DT
cord-296717-ay4wcmk3	290	3	section	section	NN
cord-296717-ay4wcmk3	290	4	,	,	,
cord-296717-ay4wcmk3	290	5	we	-PRON-	PRP
cord-296717-ay4wcmk3	290	6	will	will	MD
cord-296717-ay4wcmk3	290	7	further	further	RB
cord-296717-ay4wcmk3	290	8	investigate	investigate	VB
cord-296717-ay4wcmk3	290	9	the	the	DT
cord-296717-ay4wcmk3	290	10	relationship	relationship	NN
cord-296717-ay4wcmk3	290	11	of	of	IN
cord-296717-ay4wcmk3	290	12	iVX	iVX	NNP
cord-296717-ay4wcmk3	290	13	and	and	CC
cord-296717-ay4wcmk3	290	14	sentiment	sentiment	NN
cord-296717-ay4wcmk3	290	15	based	base	VBN
cord-296717-ay4wcmk3	290	16	on	on	IN
cord-296717-ay4wcmk3	290	17	econometric	econometric	JJ
cord-296717-ay4wcmk3	290	18	model	model	NN
cord-296717-ay4wcmk3	290	19	.	.	.
cord-296717-ay4wcmk3	291	1	According	accord	VBG
cord-296717-ay4wcmk3	291	2	to	to	IN
cord-296717-ay4wcmk3	291	3	the	the	DT
cord-296717-ay4wcmk3	291	4	formula	formula	NN
cord-296717-ay4wcmk3	291	5	of	of	IN
cord-296717-ay4wcmk3	291	6	iVX	iVX	NNP
cord-296717-ay4wcmk3	291	7	,	,	,
cord-296717-ay4wcmk3	291	8	it	-PRON-	PRP
cord-296717-ay4wcmk3	291	9	is	be	VBZ
cord-296717-ay4wcmk3	291	10	affected	affect	VBN
cord-296717-ay4wcmk3	291	11	by	by	IN
cord-296717-ay4wcmk3	291	12	risk	risk	NN
cord-296717-ay4wcmk3	291	13	-	-	HYPH
cord-296717-ay4wcmk3	291	14	free	free	JJ
cord-296717-ay4wcmk3	291	15	rate	rate	NN
cord-296717-ay4wcmk3	291	16	,	,	,
cord-296717-ay4wcmk3	291	17	option	option	NN
cord-296717-ay4wcmk3	291	18	prices	price	NNS
cord-296717-ay4wcmk3	291	19	and	and	CC
cord-296717-ay4wcmk3	291	20	strike	strike	NN
cord-296717-ay4wcmk3	291	21	prices	price	NNS
cord-296717-ay4wcmk3	291	22	.	.	.
cord-296717-ay4wcmk3	292	1	Here	here	RB
cord-296717-ay4wcmk3	292	2	we	-PRON-	PRP
cord-296717-ay4wcmk3	292	3	take	take	VBP
cord-296717-ay4wcmk3	292	4	Shibor	Shibor	NNP
cord-296717-ay4wcmk3	292	5	1-year	1-year	CD
cord-296717-ay4wcmk3	292	6	rate	rate	NN
cord-296717-ay4wcmk3	292	7	as	as	IN
cord-296717-ay4wcmk3	292	8	the	the	DT
cord-296717-ay4wcmk3	292	9	risk	risk	NN
cord-296717-ay4wcmk3	292	10	-	-	HYPH
cord-296717-ay4wcmk3	292	11	free	free	JJ
cord-296717-ay4wcmk3	292	12	rate	rate	NN
cord-296717-ay4wcmk3	292	13	and	and	CC
cord-296717-ay4wcmk3	292	14	average	average	JJ
cord-296717-ay4wcmk3	292	15	strike	strike	NN
cord-296717-ay4wcmk3	292	16	price	price	NN
cord-296717-ay4wcmk3	292	17	of	of	IN
cord-296717-ay4wcmk3	292	18	all	all	DT
cord-296717-ay4wcmk3	292	19	near	near	JJ
cord-296717-ay4wcmk3	292	20	-	-	HYPH
cord-296717-ay4wcmk3	292	21	term	term	NN
cord-296717-ay4wcmk3	292	22	and	and	CC
cord-296717-ay4wcmk3	292	23	next	next	JJ
cord-296717-ay4wcmk3	292	24	-	-	HYPH
cord-296717-ay4wcmk3	292	25	term	term	NN
cord-296717-ay4wcmk3	292	26	options	option	NNS
cord-296717-ay4wcmk3	292	27	as	as	IN
cord-296717-ay4wcmk3	292	28	the	the	DT
cord-296717-ay4wcmk3	292	29	strike	strike	NN
cord-296717-ay4wcmk3	292	30	prices	price	NNS
cord-296717-ay4wcmk3	292	31	.	.	.
cord-296717-ay4wcmk3	293	1	As	as	IN
cord-296717-ay4wcmk3	293	2	for	for	IN
cord-296717-ay4wcmk3	293	3	option	option	NN
cord-296717-ay4wcmk3	293	4	prices	price	NNS
cord-296717-ay4wcmk3	293	5	,	,	,
cord-296717-ay4wcmk3	293	6	except	except	IN
cord-296717-ay4wcmk3	293	7	for	for	IN
cord-296717-ay4wcmk3	293	8	investors	investor	NNS
cord-296717-ay4wcmk3	293	9	'	'	POS
cord-296717-ay4wcmk3	293	10	sentiment	sentiment	NN
cord-296717-ay4wcmk3	293	11	,	,	,
cord-296717-ay4wcmk3	293	12	it	-PRON-	PRP
cord-296717-ay4wcmk3	293	13	can	can	MD
cord-296717-ay4wcmk3	293	14	be	be	VB
cord-296717-ay4wcmk3	293	15	influenced	influence	VBN
cord-296717-ay4wcmk3	293	16	by	by	IN
cord-296717-ay4wcmk3	293	17	other	other	JJ
cord-296717-ay4wcmk3	293	18	factors	factor	NNS
cord-296717-ay4wcmk3	293	19	.	.	.
cord-296717-ay4wcmk3	294	1	Therefore	therefore	RB
cord-296717-ay4wcmk3	294	2	,	,	,
cord-296717-ay4wcmk3	294	3	the	the	DT
cord-296717-ay4wcmk3	294	4	explanatory	explanatory	JJ
cord-296717-ay4wcmk3	294	5	variables	variable	NNS
cord-296717-ay4wcmk3	294	6	will	will	MD
cord-296717-ay4wcmk3	294	7	include	include	VB
cord-296717-ay4wcmk3	294	8	lagging	lag	VBG
cord-296717-ay4wcmk3	294	9	iVX	ivx	XX
cord-296717-ay4wcmk3	294	10	or	or	CC
cord-296717-ay4wcmk3	294	11	its	-PRON-	PRP$
cord-296717-ay4wcmk3	294	12	component	component	NN
cord-296717-ay4wcmk3	294	13	.	.	.
cord-296717-ay4wcmk3	294	14	 	 	_SP
cord-296717-ay4wcmk3	295	1	The	the	DT
cord-296717-ay4wcmk3	295	2	polynomial	polynomial	JJ
cord-296717-ay4wcmk3	295	3	order	order	NN
cord-296717-ay4wcmk3	295	4	is	be	VBZ
cord-296717-ay4wcmk3	295	5	decided	decide	VBN
cord-296717-ay4wcmk3	295	6	by	by	IN
cord-296717-ay4wcmk3	295	7	maximum	maximum	NN
cord-296717-ay4wcmk3	295	8	of	of	IN
cord-296717-ay4wcmk3	295	9	residual	residual	JJ
cord-296717-ay4wcmk3	295	10	sum	sum	NN
cord-296717-ay4wcmk3	295	11	of	of	IN
cord-296717-ay4wcmk3	295	12	squares	square	NNS
cord-296717-ay4wcmk3	295	13	divided	divide	VBN
cord-296717-ay4wcmk3	295	14	by	by	IN
cord-296717-ay4wcmk3	295	15	degrees	degree	NNS
cord-296717-ay4wcmk3	295	16	of	of	IN
cord-296717-ay4wcmk3	295	17	freedom	freedom	NN
cord-296717-ay4wcmk3	295	18	,	,	,
cord-296717-ay4wcmk3	295	19	recommended	recommend	VBN
cord-296717-ay4wcmk3	295	20	by	by	IN
cord-296717-ay4wcmk3	295	21	Mitchell	Mitchell	NNP
cord-296717-ay4wcmk3	295	22	and	and	CC
cord-296717-ay4wcmk3	295	23	Speaker	Speaker	NNP
cord-296717-ay4wcmk3	295	24	(	(	-LRB-
cord-296717-ay4wcmk3	295	25	1986	1986	CD
cord-296717-ay4wcmk3	295	26	)	)	-RRB-
cord-296717-ay4wcmk3	295	27	.	.	.
cord-296717-ay4wcmk3	296	1	At	at	IN
cord-296717-ay4wcmk3	296	2	the	the	DT
cord-296717-ay4wcmk3	296	3	macro	macro	JJ
cord-296717-ay4wcmk3	296	4	level	level	NN
cord-296717-ay4wcmk3	296	5	,	,	,
cord-296717-ay4wcmk3	296	6	all	all	DT
cord-296717-ay4wcmk3	296	7	monthly	monthly	JJ
cord-296717-ay4wcmk3	296	8	variables	variable	NNS
cord-296717-ay4wcmk3	296	9	,	,	,
cord-296717-ay4wcmk3	296	10	including	include	VBG
cord-296717-ay4wcmk3	296	11	iVX	ivx	XX
cord-296717-ay4wcmk3	296	12	(	(	-LRB-
cord-296717-ay4wcmk3	296	13	MIVX	MIVX	NNP
cord-296717-ay4wcmk3	296	14	)	)	-RRB-
cord-296717-ay4wcmk3	296	15	,	,	,
cord-296717-ay4wcmk3	296	16	average	average	JJ
cord-296717-ay4wcmk3	296	17	strike	strike	NN
cord-296717-ay4wcmk3	296	18	price	price	NN
cord-296717-ay4wcmk3	296	19	(	(	-LRB-
cord-296717-ay4wcmk3	296	20	MSP	MSP	NNP
cord-296717-ay4wcmk3	296	21	)	)	-RRB-
cord-296717-ay4wcmk3	296	22	,	,	,
cord-296717-ay4wcmk3	296	23	Shibor	Shibor	NNP
cord-296717-ay4wcmk3	296	24	1-year	1-year	CD
cord-296717-ay4wcmk3	296	25	rate	rate	NN
cord-296717-ay4wcmk3	296	26	(	(	-LRB-
cord-296717-ay4wcmk3	296	27	MSR	MSR	NNP
cord-296717-ay4wcmk3	296	28	)	)	-RRB-
cord-296717-ay4wcmk3	296	29	and	and	CC
cord-296717-ay4wcmk3	296	30	MacSI	MacSI	NNS
cord-296717-ay4wcmk3	296	31	are	be	VBP
cord-296717-ay4wcmk3	296	32	tested	test	VBN
cord-296717-ay4wcmk3	296	33	non	non	JJ
cord-296717-ay4wcmk3	296	34	-	-	JJ
cord-296717-ay4wcmk3	296	35	stationary	stationary	JJ
cord-296717-ay4wcmk3	296	36	,	,	,
cord-296717-ay4wcmk3	296	37	while	while	IN
cord-296717-ay4wcmk3	296	38	their	-PRON-	PRP$
cord-296717-ay4wcmk3	296	39	first	first	JJ
cord-296717-ay4wcmk3	296	40	differences	difference	NNS
cord-296717-ay4wcmk3	296	41	(	(	-LRB-
cord-296717-ay4wcmk3	296	42	which	which	WDT
cord-296717-ay4wcmk3	296	43	are	be	VBP
cord-296717-ay4wcmk3	296	44	denoted	denote	VBN
cord-296717-ay4wcmk3	296	45	as	as	IN
cord-296717-ay4wcmk3	296	46	DMIVX	DMIVX	NNP
cord-296717-ay4wcmk3	296	47	,	,	,
cord-296717-ay4wcmk3	296	48	DMSP	DMSP	NNP
cord-296717-ay4wcmk3	296	49	,	,	,
cord-296717-ay4wcmk3	296	50	DMSR	DMSR	NNP
cord-296717-ay4wcmk3	296	51	and	and	CC
cord-296717-ay4wcmk3	296	52	DMacSI	DMacSI	NNP
cord-296717-ay4wcmk3	296	53	,	,	,
cord-296717-ay4wcmk3	296	54	respectively	respectively	RB
cord-296717-ay4wcmk3	296	55	)	)	-RRB-
cord-296717-ay4wcmk3	296	56	are	be	VBP
cord-296717-ay4wcmk3	296	57	the	the	DT
cord-296717-ay4wcmk3	296	58	opposite	opposite	JJ
cord-296717-ay4wcmk3	296	59	.	.	.
cord-296717-ay4wcmk3	297	1	The	the	DT
cord-296717-ay4wcmk3	297	2	results	result	NNS
cord-296717-ay4wcmk3	297	3	are	be	VBP
cord-296717-ay4wcmk3	297	4	shown	show	VBN
cord-296717-ay4wcmk3	297	5	in	in	IN
cord-296717-ay4wcmk3	297	6	Table	Table	NNP
cord-296717-ay4wcmk3	297	7	9	9	CD
cord-296717-ay4wcmk3	297	8	.	.	.
cord-296717-ay4wcmk3	297	9	 	 	_SP
cord-296717-ay4wcmk3	298	1	The	the	DT
cord-296717-ay4wcmk3	298	2	estimations	estimation	NNS
cord-296717-ay4wcmk3	298	3	are	be	VBP
cord-296717-ay4wcmk3	298	4	presented	present	VBN
cord-296717-ay4wcmk3	298	5	in	in	IN
cord-296717-ay4wcmk3	298	6	Table	Table	NNP
cord-296717-ay4wcmk3	298	7	11	11	CD
cord-296717-ay4wcmk3	298	8	.	.	.
cord-296717-ay4wcmk3	299	1	For	for	IN
cord-296717-ay4wcmk3	299	2	Equation	equation	NN
cord-296717-ay4wcmk3	299	3	(	(	-LRB-
cord-296717-ay4wcmk3	299	4	21	21	CD
cord-296717-ay4wcmk3	299	5	)	)	-RRB-
cord-296717-ay4wcmk3	299	6	,	,	,
cord-296717-ay4wcmk3	299	7	current	current	JJ
cord-296717-ay4wcmk3	299	8	sentiment	sentiment	NN
cord-296717-ay4wcmk3	299	9	has	have	VBZ
cord-296717-ay4wcmk3	299	10	significantly	significantly	RB
cord-296717-ay4wcmk3	299	11	strongest	strong	JJS
cord-296717-ay4wcmk3	299	12	negative	negative	JJ
cord-296717-ay4wcmk3	299	13	impact	impact	NN
cord-296717-ay4wcmk3	299	14	on	on	IN
cord-296717-ay4wcmk3	299	15	MTIVX	MTIVX	NNP
cord-296717-ay4wcmk3	299	16	,	,	,
cord-296717-ay4wcmk3	299	17	compared	compare	VBN
cord-296717-ay4wcmk3	299	18	with	with	IN
cord-296717-ay4wcmk3	299	19	other	other	JJ
cord-296717-ay4wcmk3	299	20	periods	period	NNS
cord-296717-ay4wcmk3	299	21	.	.	.
cord-296717-ay4wcmk3	300	1	For	for	IN
cord-296717-ay4wcmk3	300	2	Equation	equation	NN
cord-296717-ay4wcmk3	300	3	(	(	-LRB-
cord-296717-ay4wcmk3	300	4	22	22	CD
cord-296717-ay4wcmk3	300	5	)	)	-RRB-
cord-296717-ay4wcmk3	300	6	,	,	,
cord-296717-ay4wcmk3	300	7	the	the	DT
cord-296717-ay4wcmk3	300	8	results	result	NNS
cord-296717-ay4wcmk3	300	9	suggest	suggest	VBP
cord-296717-ay4wcmk3	300	10	current	current	JJ
cord-296717-ay4wcmk3	300	11	sentiment	sentiment	NN
cord-296717-ay4wcmk3	300	12	influence	influence	NN
cord-296717-ay4wcmk3	300	13	iVX	ivx	XX
cord-296717-ay4wcmk3	300	14	most	most	RBS
cord-296717-ay4wcmk3	300	15	strongly	strongly	RB
cord-296717-ay4wcmk3	300	16	.	.	.
cord-296717-ay4wcmk3	301	1	These	these	DT
cord-296717-ay4wcmk3	301	2	inferences	inference	NNS
cord-296717-ay4wcmk3	301	3	indicate	indicate	VBP
cord-296717-ay4wcmk3	301	4	iVX	ivx	CD
cord-296717-ay4wcmk3	301	5	and	and	CC
cord-296717-ay4wcmk3	301	6	its	-PRON-	PRP$
cord-296717-ay4wcmk3	301	7	low	low	JJ
cord-296717-ay4wcmk3	301	8	-	-	HYPH
cord-296717-ay4wcmk3	301	9	frequency	frequency	NN
cord-296717-ay4wcmk3	301	10	component	component	NN
cord-296717-ay4wcmk3	301	11	can	can	MD
cord-296717-ay4wcmk3	301	12	reflect	reflect	VB
cord-296717-ay4wcmk3	301	13	investors	investor	NNS
cord-296717-ay4wcmk3	301	14	'	'	POS
cord-296717-ay4wcmk3	301	15	sentiment	sentiment	NN
cord-296717-ay4wcmk3	301	16	simultaneously	simultaneously	RB
cord-296717-ay4wcmk3	301	17	.	.	.
cord-296717-ay4wcmk3	302	1	Note	note	VB
cord-296717-ay4wcmk3	302	2	:	:	:
cord-296717-ay4wcmk3	303	1	*	*	NFP
cord-296717-ay4wcmk3	303	2	*	*	NFP
cord-296717-ay4wcmk3	303	3	*	*	NFP
cord-296717-ay4wcmk3	303	4	,	,	.
cord-296717-ay4wcmk3	304	1	*	*	NFP
cord-296717-ay4wcmk3	304	2	*	*	NFP
cord-296717-ay4wcmk3	304	3	,	,	,
cord-296717-ay4wcmk3	305	1	and	and	CC
cord-296717-ay4wcmk3	305	2	*	*	NFP
cord-296717-ay4wcmk3	305	3	denote	denote	VB
cord-296717-ay4wcmk3	305	4	rejection	rejection	NN
cord-296717-ay4wcmk3	305	5	of	of	IN
cord-296717-ay4wcmk3	305	6	the	the	DT
cord-296717-ay4wcmk3	305	7	null	null	JJ
cord-296717-ay4wcmk3	305	8	hypothesis	hypothesis	NN
cord-296717-ay4wcmk3	305	9	at	at	IN
cord-296717-ay4wcmk3	305	10	the	the	DT
cord-296717-ay4wcmk3	305	11	1	1	CD
cord-296717-ay4wcmk3	305	12	%	%	NN
cord-296717-ay4wcmk3	305	13	,	,	,
cord-296717-ay4wcmk3	305	14	5	5	CD
cord-296717-ay4wcmk3	305	15	%	%	NN
cord-296717-ay4wcmk3	305	16	and	and	CC
cord-296717-ay4wcmk3	305	17	10	10	CD
cord-296717-ay4wcmk3	305	18	%	%	NN
cord-296717-ay4wcmk3	305	19	significance	significance	NN
cord-296717-ay4wcmk3	305	20	levels	level	NNS
cord-296717-ay4wcmk3	305	21	,	,	,
cord-296717-ay4wcmk3	305	22	respectively	respectively	RB
cord-296717-ay4wcmk3	305	23	.	.	.
cord-296717-ay4wcmk3	306	1	At	at	IN
cord-296717-ay4wcmk3	306	2	the	the	DT
cord-296717-ay4wcmk3	306	3	meso	meso	NN
cord-296717-ay4wcmk3	306	4	level	level	NN
cord-296717-ay4wcmk3	306	5	,	,	,
cord-296717-ay4wcmk3	306	6	we	-PRON-	PRP
cord-296717-ay4wcmk3	306	7	test	test	VBP
cord-296717-ay4wcmk3	306	8	weekly	weekly	RB
cord-296717-ay4wcmk3	306	9	iVX	ivx	XX
cord-296717-ay4wcmk3	307	1	(	(	-LRB-
cord-296717-ay4wcmk3	307	2	WIVX	WIVX	NNP
cord-296717-ay4wcmk3	307	3	)	)	-RRB-
cord-296717-ay4wcmk3	307	4	,	,	,
cord-296717-ay4wcmk3	307	5	average	average	JJ
cord-296717-ay4wcmk3	307	6	strike	strike	NN
cord-296717-ay4wcmk3	307	7	price	price	NN
cord-296717-ay4wcmk3	307	8	(	(	-LRB-
cord-296717-ay4wcmk3	307	9	WSP	WSP	NNP
cord-296717-ay4wcmk3	307	10	)	)	-RRB-
cord-296717-ay4wcmk3	307	11	,	,	,
cord-296717-ay4wcmk3	307	12	Shibor	Shibor	NNP
cord-296717-ay4wcmk3	307	13	1-year	1-year	CD
cord-296717-ay4wcmk3	307	14	rate	rate	NN
cord-296717-ay4wcmk3	307	15	(	(	-LRB-
cord-296717-ay4wcmk3	307	16	WSR	WSR	NNP
cord-296717-ay4wcmk3	307	17	)	)	-RRB-
cord-296717-ay4wcmk3	307	18	and	and	CC
cord-296717-ay4wcmk3	307	19	their	-PRON-	PRP$
cord-296717-ay4wcmk3	307	20	first	first	JJ
cord-296717-ay4wcmk3	307	21	differences	difference	NNS
cord-296717-ay4wcmk3	307	22	(	(	-LRB-
cord-296717-ay4wcmk3	307	23	which	which	WDT
cord-296717-ay4wcmk3	307	24	are	be	VBP
cord-296717-ay4wcmk3	307	25	denoted	denote	VBN
cord-296717-ay4wcmk3	307	26	as	as	IN
cord-296717-ay4wcmk3	307	27	DWIVX	DWIVX	NNP
cord-296717-ay4wcmk3	307	28	,	,	,
cord-296717-ay4wcmk3	307	29	DWSP	DWSP	NNP
cord-296717-ay4wcmk3	307	30	and	and	CC
cord-296717-ay4wcmk3	307	31	DWSR	DWSR	NNP
cord-296717-ay4wcmk3	307	32	,	,	,
cord-296717-ay4wcmk3	307	33	respectively	respectively	RB
cord-296717-ay4wcmk3	307	34	)	)	-RRB-
cord-296717-ay4wcmk3	307	35	,	,	,
cord-296717-ay4wcmk3	307	36	as	as	RB
cord-296717-ay4wcmk3	307	37	well	well	RB
cord-296717-ay4wcmk3	307	38	as	as	IN
cord-296717-ay4wcmk3	307	39	MeSI	MeSI	NNP
cord-296717-ay4wcmk3	307	40	and	and	CC
cord-296717-ay4wcmk3	307	41	weekly	weekly	JJ
cord-296717-ay4wcmk3	307	42	LIVX(WLIVX	LIVX(WLIVX	NNP
cord-296717-ay4wcmk3	307	43	)	)	-RRB-
cord-296717-ay4wcmk3	307	44	.	.	.
cord-296717-ay4wcmk3	308	1	Table	table	NN
cord-296717-ay4wcmk3	308	2	12	12	CD
cord-296717-ay4wcmk3	308	3	reports	report	NNS
cord-296717-ay4wcmk3	308	4	summary	summary	NN
cord-296717-ay4wcmk3	308	5	statistics	statistic	NNS
cord-296717-ay4wcmk3	308	6	for	for	IN
cord-296717-ay4wcmk3	308	7	the	the	DT
cord-296717-ay4wcmk3	308	8	variables	variable	NNS
cord-296717-ay4wcmk3	308	9	.	.	.
cord-296717-ay4wcmk3	309	1	Table	table	NN
cord-296717-ay4wcmk3	309	2	13	13	CD
cord-296717-ay4wcmk3	309	3	reports	report	VBZ
cord-296717-ay4wcmk3	309	4	the	the	DT
cord-296717-ay4wcmk3	309	5	estimations	estimation	NNS
cord-296717-ay4wcmk3	309	6	.	.	.
cord-296717-ay4wcmk3	310	1	It	-PRON-	PRP
cord-296717-ay4wcmk3	310	2	shows	show	VBZ
cord-296717-ay4wcmk3	310	3	that	that	IN
cord-296717-ay4wcmk3	310	4	current	current	JJ
cord-296717-ay4wcmk3	310	5	sentiment	sentiment	NN
cord-296717-ay4wcmk3	310	6	can	can	MD
cord-296717-ay4wcmk3	310	7	not	not	RB
cord-296717-ay4wcmk3	310	8	effectively	effectively	RB
cord-296717-ay4wcmk3	310	9	affect	affect	VB
cord-296717-ay4wcmk3	310	10	iVX	ivx	XX
cord-296717-ay4wcmk3	310	11	or	or	CC
cord-296717-ay4wcmk3	310	12	its	-PRON-	PRP$
cord-296717-ay4wcmk3	310	13	component	component	NN
cord-296717-ay4wcmk3	310	14	.	.	.
cord-296717-ay4wcmk3	311	1	For	for	IN
cord-296717-ay4wcmk3	311	2	both	both	CC
cord-296717-ay4wcmk3	311	3	WLIVX	WLIVX	NNP
cord-296717-ay4wcmk3	311	4	and	and	CC
cord-296717-ay4wcmk3	311	5	iVX	ivx	XX
cord-296717-ay4wcmk3	311	6	,	,	,
cord-296717-ay4wcmk3	311	7	first	first	JJ
cord-296717-ay4wcmk3	311	8	-	-	HYPH
cord-296717-ay4wcmk3	311	9	order	order	NN
cord-296717-ay4wcmk3	311	10	lagging	lagging	JJ
cord-296717-ay4wcmk3	311	11	sentiment	sentiment	NN
cord-296717-ay4wcmk3	311	12	has	have	VBZ
cord-296717-ay4wcmk3	311	13	the	the	DT
cord-296717-ay4wcmk3	311	14	significantly	significantly	RB
cord-296717-ay4wcmk3	311	15	negative	negative	JJ
cord-296717-ay4wcmk3	311	16	impact	impact	NN
cord-296717-ay4wcmk3	311	17	.	.	.
cord-296717-ay4wcmk3	312	1	Thus	thus	RB
cord-296717-ay4wcmk3	312	2	,	,	,
cord-296717-ay4wcmk3	312	3	iVX	iVX	NNP
cord-296717-ay4wcmk3	312	4	and	and	CC
cord-296717-ay4wcmk3	312	5	its	-PRON-	PRP$
cord-296717-ay4wcmk3	312	6	medium	medium	JJ
cord-296717-ay4wcmk3	312	7	-	-	HYPH
cord-296717-ay4wcmk3	312	8	frequency	frequency	NN
cord-296717-ay4wcmk3	312	9	component	component	NN
cord-296717-ay4wcmk3	312	10	represent	represent	VBP
cord-296717-ay4wcmk3	312	11	previous	previous	JJ
cord-296717-ay4wcmk3	312	12	sentiment	sentiment	NN
cord-296717-ay4wcmk3	312	13	,	,	,
cord-296717-ay4wcmk3	312	14	consistent	consistent	JJ
cord-296717-ay4wcmk3	312	15	with	with	IN
cord-296717-ay4wcmk3	312	16	our	-PRON-	PRP$
cord-296717-ay4wcmk3	312	17	conclusions	conclusion	NNS
cord-296717-ay4wcmk3	312	18	.	.	.
cord-296717-ay4wcmk3	313	1	Note	note	VB
cord-296717-ay4wcmk3	313	2	:	:	:
cord-296717-ay4wcmk3	314	1	*	*	NFP
cord-296717-ay4wcmk3	314	2	*	*	NFP
cord-296717-ay4wcmk3	314	3	*	*	NFP
cord-296717-ay4wcmk3	314	4	,	,	.
cord-296717-ay4wcmk3	315	1	*	*	NFP
cord-296717-ay4wcmk3	315	2	*	*	NFP
cord-296717-ay4wcmk3	315	3	,	,	,
cord-296717-ay4wcmk3	316	1	and	and	CC
cord-296717-ay4wcmk3	316	2	*	*	NFP
cord-296717-ay4wcmk3	316	3	denote	denote	VB
cord-296717-ay4wcmk3	316	4	rejection	rejection	NN
cord-296717-ay4wcmk3	316	5	of	of	IN
cord-296717-ay4wcmk3	316	6	the	the	DT
cord-296717-ay4wcmk3	316	7	null	null	JJ
cord-296717-ay4wcmk3	316	8	hypothesis	hypothesis	NN
cord-296717-ay4wcmk3	316	9	at	at	IN
cord-296717-ay4wcmk3	316	10	the	the	DT
cord-296717-ay4wcmk3	316	11	1	1	CD
cord-296717-ay4wcmk3	316	12	%	%	NN
cord-296717-ay4wcmk3	316	13	,	,	,
cord-296717-ay4wcmk3	316	14	5	5	CD
cord-296717-ay4wcmk3	316	15	%	%	NN
cord-296717-ay4wcmk3	316	16	and	and	CC
cord-296717-ay4wcmk3	316	17	10	10	CD
cord-296717-ay4wcmk3	316	18	%	%	NN
cord-296717-ay4wcmk3	316	19	significance	significance	NN
cord-296717-ay4wcmk3	316	20	levels	level	NNS
cord-296717-ay4wcmk3	316	21	,	,	,
cord-296717-ay4wcmk3	316	22	respectively	respectively	RB
cord-296717-ay4wcmk3	316	23	.	.	.
cord-296717-ay4wcmk3	317	1	We	-PRON-	PRP
cord-296717-ay4wcmk3	317	2	define	define	VBP
cord-296717-ay4wcmk3	317	3	the	the	DT
cord-296717-ay4wcmk3	317	4	regression	regression	NN
cord-296717-ay4wcmk3	317	5	model	model	NN
cord-296717-ay4wcmk3	317	6	as	as	IN
cord-296717-ay4wcmk3	317	7	the	the	DT
cord-296717-ay4wcmk3	317	8	following	following	JJ
cord-296717-ay4wcmk3	317	9	way	way	NN
cord-296717-ay4wcmk3	317	10	:	:	:
cord-296717-ay4wcmk3	317	11	 	 	_SP
cord-296717-ay4wcmk3	317	12	We	-PRON-	PRP
cord-296717-ay4wcmk3	317	13	estimate	estimate	VB
cord-296717-ay4wcmk3	317	14	the	the	DT
cord-296717-ay4wcmk3	317	15	equations	equation	NNS
cord-296717-ay4wcmk3	317	16	,	,	,
cord-296717-ay4wcmk3	317	17	as	as	IN
cord-296717-ay4wcmk3	317	18	shown	show	VBN
cord-296717-ay4wcmk3	317	19	in	in	IN
cord-296717-ay4wcmk3	317	20	Table	Table	NNP
cord-296717-ay4wcmk3	317	21	15	15	CD
cord-296717-ay4wcmk3	317	22	.	.	.
cord-296717-ay4wcmk3	318	1	For	for	IN
cord-296717-ay4wcmk3	318	2	Equation	equation	NN
cord-296717-ay4wcmk3	318	3	(	(	-LRB-
cord-296717-ay4wcmk3	318	4	25	25	CD
cord-296717-ay4wcmk3	318	5	)	)	-RRB-
cord-296717-ay4wcmk3	318	6	,	,	,
cord-296717-ay4wcmk3	318	7	only	only	RB
cord-296717-ay4wcmk3	318	8	0	0	CD
cord-296717-ay4wcmk3	318	9	1	1	CD
cord-296717-ay4wcmk3	318	10	is	be	VBZ
cord-296717-ay4wcmk3	318	11	significantly	significantly	RB
cord-296717-ay4wcmk3	318	12	negative	negative	JJ
cord-296717-ay4wcmk3	318	13	among	among	IN
cord-296717-ay4wcmk3	318	14	1	1	CD
cord-296717-ay4wcmk3	318	15	,	,	,
cord-296717-ay4wcmk3	318	16	which	which	WDT
cord-296717-ay4wcmk3	318	17	suggests	suggest	VBZ
cord-296717-ay4wcmk3	318	18	iVX	iVX	NNP
cord-296717-ay4wcmk3	318	19	reveals	reveal	VBZ
cord-296717-ay4wcmk3	318	20	more	more	RBR
cord-296717-ay4wcmk3	318	21	the	the	DT
cord-296717-ay4wcmk3	318	22	current	current	JJ
cord-296717-ay4wcmk3	318	23	J	J	NNP
cord-296717-ay4wcmk3	318	24	o	o	NN
cord-296717-ay4wcmk3	318	25	u	u	NN
cord-296717-ay4wcmk3	318	26	r	r	NN
cord-296717-ay4wcmk3	318	27	n	n	NN
cord-296717-ay4wcmk3	318	28	a	a	DT
cord-296717-ay4wcmk3	318	29	l	l	NN
cord-296717-ay4wcmk3	318	30	P	p	NN
cord-296717-ay4wcmk3	318	31	r	r	NN
cord-296717-ay4wcmk3	318	32	e	e	NN
cord-296717-ay4wcmk3	318	33	-p	-p	NN
cord-296717-ay4wcmk3	318	34	r	r	NN
cord-296717-ay4wcmk3	318	35	o	o	NN
cord-296717-ay4wcmk3	318	36	o	o	NN
cord-296717-ay4wcmk3	318	37	f	f	NN
cord-296717-ay4wcmk3	318	38	sentiment	sentiment	NN
cord-296717-ay4wcmk3	318	39	.	.	.
cord-296717-ay4wcmk3	319	1	Although	although	IN
cord-296717-ay4wcmk3	319	2	2	2	CD
cord-296717-ay4wcmk3	319	3	1	1	CD
cord-296717-ay4wcmk3	319	4	and	and	CC
cord-296717-ay4wcmk3	319	5	3	3	CD
cord-296717-ay4wcmk3	319	6	1	1	CD
cord-296717-ay4wcmk3	319	7	are	be	VBP
cord-296717-ay4wcmk3	319	8	significantly	significantly	RB
cord-296717-ay4wcmk3	319	9	positive	positive	JJ
cord-296717-ay4wcmk3	319	10	,	,	,
cord-296717-ay4wcmk3	319	11	but	but	CC
cord-296717-ay4wcmk3	319	12	the	the	DT
cord-296717-ay4wcmk3	319	13	sum	sum	NN
cord-296717-ay4wcmk3	319	14	of	of	IN
cord-296717-ay4wcmk3	319	15	all	all	PDT
cord-296717-ay4wcmk3	319	16	the	the	DT
cord-296717-ay4wcmk3	319	17	coefficients	coefficient	NNS
cord-296717-ay4wcmk3	319	18	on	on	IN
cord-296717-ay4wcmk3	319	19	sentiment	sentiment	NN
cord-296717-ay4wcmk3	319	20	is	be	VBZ
cord-296717-ay4wcmk3	319	21	negative	negative	JJ
cord-296717-ay4wcmk3	319	22	,	,	,
cord-296717-ay4wcmk3	319	23	which	which	WDT
cord-296717-ay4wcmk3	319	24	means	mean	VBZ
cord-296717-ay4wcmk3	319	25	iVX	iVX	NNP
cord-296717-ay4wcmk3	319	26	can	can	MD
cord-296717-ay4wcmk3	319	27	reflect	reflect	VB
cord-296717-ay4wcmk3	319	28	investor	investor	NN
cord-296717-ay4wcmk3	319	29	sentiment	sentiment	NN
cord-296717-ay4wcmk3	319	30	.	.	.
cord-296717-ay4wcmk3	320	1	For	for	IN
cord-296717-ay4wcmk3	320	2	Equation	equation	NN
cord-296717-ay4wcmk3	320	3	(	(	-LRB-
cord-296717-ay4wcmk3	320	4	26	26	CD
cord-296717-ay4wcmk3	320	5	)	)	-RRB-
cord-296717-ay4wcmk3	320	6	,	,	,
cord-296717-ay4wcmk3	320	7	0	0	CD
cord-296717-ay4wcmk3	320	8	2	2	CD
cord-296717-ay4wcmk3	320	9	is	be	VBZ
cord-296717-ay4wcmk3	320	10	negatively	negatively	RB
cord-296717-ay4wcmk3	320	11	larger	large	JJR
cord-296717-ay4wcmk3	320	12	than	than	IN
cord-296717-ay4wcmk3	320	13	1	1	CD
cord-296717-ay4wcmk3	320	14	2	2	CD
cord-296717-ay4wcmk3	320	15	.	.	.
cord-296717-ay4wcmk3	321	1	Note	note	VB
cord-296717-ay4wcmk3	321	2	:	:	:
cord-296717-ay4wcmk3	322	1	*	*	NFP
cord-296717-ay4wcmk3	322	2	*	*	NFP
cord-296717-ay4wcmk3	322	3	*	*	NFP
cord-296717-ay4wcmk3	322	4	,	,	.
cord-296717-ay4wcmk3	323	1	*	*	NFP
cord-296717-ay4wcmk3	323	2	*	*	NFP
cord-296717-ay4wcmk3	323	3	,	,	,
cord-296717-ay4wcmk3	324	1	and	and	CC
cord-296717-ay4wcmk3	324	2	*	*	NFP
cord-296717-ay4wcmk3	324	3	denote	denote	VB
cord-296717-ay4wcmk3	324	4	rejection	rejection	NN
cord-296717-ay4wcmk3	324	5	of	of	IN
cord-296717-ay4wcmk3	324	6	the	the	DT
cord-296717-ay4wcmk3	324	7	null	null	JJ
cord-296717-ay4wcmk3	324	8	hypothesis	hypothesis	NN
cord-296717-ay4wcmk3	324	9	at	at	IN
cord-296717-ay4wcmk3	324	10	the	the	DT
cord-296717-ay4wcmk3	324	11	1	1	CD
cord-296717-ay4wcmk3	324	12	%	%	NN
cord-296717-ay4wcmk3	324	13	,	,	,
cord-296717-ay4wcmk3	324	14	5	5	CD
cord-296717-ay4wcmk3	324	15	%	%	NN
cord-296717-ay4wcmk3	324	16	and	and	CC
cord-296717-ay4wcmk3	324	17	10	10	CD
cord-296717-ay4wcmk3	324	18	%	%	NN
cord-296717-ay4wcmk3	324	19	significance	significance	NN
cord-296717-ay4wcmk3	324	20	levels	level	NNS
cord-296717-ay4wcmk3	324	21	,	,	,
cord-296717-ay4wcmk3	324	22	respectively	respectively	RB
cord-296717-ay4wcmk3	324	23	.	.	.
cord-296717-ay4wcmk3	325	1	After	after	IN
cord-296717-ay4wcmk3	325	2	discussing	discuss	VBG
cord-296717-ay4wcmk3	325	3	iVX	ivx	XX
cord-296717-ay4wcmk3	325	4	and	and	CC
cord-296717-ay4wcmk3	325	5	investors	investor	NNS
cord-296717-ay4wcmk3	325	6	'	'	POS
cord-296717-ay4wcmk3	325	7	sentiment	sentiment	NN
cord-296717-ay4wcmk3	325	8	at	at	IN
cord-296717-ay4wcmk3	325	9	different	different	JJ
cord-296717-ay4wcmk3	325	10	levels	level	NNS
cord-296717-ay4wcmk3	325	11	,	,	,
cord-296717-ay4wcmk3	325	12	we	-PRON-	PRP
cord-296717-ay4wcmk3	325	13	analyze	analyze	VBP
cord-296717-ay4wcmk3	325	14	its	-PRON-	PRP$
cord-296717-ay4wcmk3	325	15	representation	representation	NN
cord-296717-ay4wcmk3	325	16	of	of	IN
cord-296717-ay4wcmk3	325	17	common	common	JJ
cord-296717-ay4wcmk3	325	18	sentiment	sentiment	NN
cord-296717-ay4wcmk3	325	19	factor	factor	NN
cord-296717-ay4wcmk3	325	20	(	(	-LRB-
cord-296717-ay4wcmk3	325	21	CSF	CSF	NNP
cord-296717-ay4wcmk3	325	22	)	)	-RRB-
cord-296717-ay4wcmk3	325	23	.	.	.
cord-296717-ay4wcmk3	326	1	The	the	DT
cord-296717-ay4wcmk3	326	2	factor	factor	NN
cord-296717-ay4wcmk3	326	3	is	be	VBZ
cord-296717-ay4wcmk3	326	4	tested	test	VBN
cord-296717-ay4wcmk3	326	5	stationary	stationary	JJ
cord-296717-ay4wcmk3	326	6	with	with	IN
cord-296717-ay4wcmk3	326	7	ADF	ADF	NNP
cord-296717-ay4wcmk3	326	8	test	test	NN
cord-296717-ay4wcmk3	326	9	of	of	IN
cord-296717-ay4wcmk3	326	10	-6.625	-6.625	NNP
cord-296717-ay4wcmk3	326	11	and	and	CC
cord-296717-ay4wcmk3	326	12	PP	PP	NNP
cord-296717-ay4wcmk3	326	13	test	test	NN
cord-296717-ay4wcmk3	326	14	of	of	IN
cord-296717-ay4wcmk3	326	15	-6.427	-6.427	ADD
cord-296717-ay4wcmk3	326	16	.	.	.
cord-296717-ay4wcmk3	327	1	The	the	DT
cord-296717-ay4wcmk3	327	2	other	other	JJ
cord-296717-ay4wcmk3	327	3	variables	variable	NNS
cord-296717-ay4wcmk3	327	4	have	have	VBP
cord-296717-ay4wcmk3	327	5	been	be	VBN
cord-296717-ay4wcmk3	327	6	tested	test	VBN
cord-296717-ay4wcmk3	327	7	during	during	IN
cord-296717-ay4wcmk3	327	8	the	the	DT
cord-296717-ay4wcmk3	327	9	previous	previous	JJ
cord-296717-ay4wcmk3	327	10	investigation	investigation	NN
cord-296717-ay4wcmk3	327	11	.	.	.
cord-296717-ay4wcmk3	328	1	Then	then	RB
cord-296717-ay4wcmk3	328	2	we	-PRON-	PRP
cord-296717-ay4wcmk3	328	3	run	run	VBP
cord-296717-ay4wcmk3	328	4	the	the	DT
cord-296717-ay4wcmk3	328	5	following	following	JJ
cord-296717-ay4wcmk3	328	6	regression	regression	NN
cord-296717-ay4wcmk3	328	7	model	model	NN
cord-296717-ay4wcmk3	328	8	:	:	:
cord-296717-ay4wcmk3	329	1	Note	note	VB
cord-296717-ay4wcmk3	329	2	:	:	:
cord-296717-ay4wcmk3	330	1	*	*	NFP
cord-296717-ay4wcmk3	330	2	*	*	NFP
cord-296717-ay4wcmk3	330	3	*	*	NFP
cord-296717-ay4wcmk3	330	4	,	,	.
cord-296717-ay4wcmk3	331	1	*	*	NFP
cord-296717-ay4wcmk3	331	2	*	*	NFP
cord-296717-ay4wcmk3	331	3	,	,	,
cord-296717-ay4wcmk3	332	1	and	and	CC
cord-296717-ay4wcmk3	332	2	*	*	NFP
cord-296717-ay4wcmk3	332	3	denote	denote	VB
cord-296717-ay4wcmk3	332	4	rejection	rejection	NN
cord-296717-ay4wcmk3	332	5	of	of	IN
cord-296717-ay4wcmk3	332	6	the	the	DT
cord-296717-ay4wcmk3	332	7	null	null	JJ
cord-296717-ay4wcmk3	332	8	hypothesis	hypothesis	NN
cord-296717-ay4wcmk3	332	9	at	at	IN
cord-296717-ay4wcmk3	332	10	the	the	DT
cord-296717-ay4wcmk3	332	11	1	1	CD
cord-296717-ay4wcmk3	332	12	%	%	NN
cord-296717-ay4wcmk3	332	13	,	,	,
cord-296717-ay4wcmk3	332	14	5	5	CD
cord-296717-ay4wcmk3	332	15	%	%	NN
cord-296717-ay4wcmk3	332	16	and	and	CC
cord-296717-ay4wcmk3	332	17	10	10	CD
cord-296717-ay4wcmk3	332	18	%	%	NN
cord-296717-ay4wcmk3	332	19	significance	significance	NN
cord-296717-ay4wcmk3	332	20	levels	level	NNS
cord-296717-ay4wcmk3	332	21	,	,	,
cord-296717-ay4wcmk3	332	22	respectively	respectively	RB
cord-296717-ay4wcmk3	332	23	.	.	.
cord-296717-ay4wcmk3	333	1	Table	table	NN
cord-296717-ay4wcmk3	333	2	16	16	CD
cord-296717-ay4wcmk3	333	3	shows	show	VBZ
cord-296717-ay4wcmk3	333	4	that	that	IN
cord-296717-ay4wcmk3	333	5	our	-PRON-	PRP$
cord-296717-ay4wcmk3	333	6	conclusions	conclusion	NNS
cord-296717-ay4wcmk3	333	7	hold	hold	VBP
cord-296717-ay4wcmk3	333	8	,	,	,
cord-296717-ay4wcmk3	333	9	and	and	CC
cord-296717-ay4wcmk3	333	10	only	only	RB
cord-296717-ay4wcmk3	333	11	the	the	DT
cord-296717-ay4wcmk3	333	12	current	current	JJ
cord-296717-ay4wcmk3	333	13	sentiment	sentiment	NN
cord-296717-ay4wcmk3	333	14	can	can	MD
cord-296717-ay4wcmk3	333	15	significantly	significantly	RB
cord-296717-ay4wcmk3	333	16	negatively	negatively	RB
cord-296717-ay4wcmk3	333	17	impact	impact	NN
cord-296717-ay4wcmk3	333	18	iVX	ivx	NN
cord-296717-ay4wcmk3	333	19	.	.	.
cord-296717-ay4wcmk3	334	1	Therefore	therefore	RB
cord-296717-ay4wcmk3	334	2	,	,	,
cord-296717-ay4wcmk3	334	3	the	the	DT
cord-296717-ay4wcmk3	334	4	application	application	NN
cord-296717-ay4wcmk3	334	5	of	of	IN
cord-296717-ay4wcmk3	334	6	ADL	ADL	NNP
cord-296717-ay4wcmk3	334	7	confirms	confirm	VBZ
cord-296717-ay4wcmk3	334	8	our	-PRON-	PRP$
cord-296717-ay4wcmk3	334	9	findings	finding	NNS
cord-296717-ay4wcmk3	334	10	on	on	IN
cord-296717-ay4wcmk3	334	11	iVX	iVX	NNP
cord-296717-ay4wcmk3	334	12	'	'	POS
cord-296717-ay4wcmk3	334	13	s	s	NN
cord-296717-ay4wcmk3	334	14	representation	representation	NN
cord-296717-ay4wcmk3	334	15	to	to	IN
cord-296717-ay4wcmk3	334	16	investor	investor	NN
cord-296717-ay4wcmk3	334	17	sentiment	sentiment	NN
cord-296717-ay4wcmk3	334	18	,	,	,
cord-296717-ay4wcmk3	334	19	for	for	IN
cord-296717-ay4wcmk3	334	20	different	different	JJ
cord-296717-ay4wcmk3	334	21	levels	level	NNS
cord-296717-ay4wcmk3	334	22	or	or	CC
cord-296717-ay4wcmk3	334	23	the	the	DT
cord-296717-ay4wcmk3	334	24	common	common	JJ
cord-296717-ay4wcmk3	334	25	sentiment	sentiment	NN
cord-296717-ay4wcmk3	334	26	factor	factor	NN
cord-296717-ay4wcmk3	334	27	.	.	.
cord-296717-ay4wcmk3	335	1	In	in	IN
cord-296717-ay4wcmk3	335	2	this	this	DT
cord-296717-ay4wcmk3	335	3	paper	paper	NN
cord-296717-ay4wcmk3	335	4	,	,	,
cord-296717-ay4wcmk3	335	5	we	-PRON-	PRP
cord-296717-ay4wcmk3	335	6	investigate	investigate	VBP
cord-296717-ay4wcmk3	335	7	whether	whether	IN
cord-296717-ay4wcmk3	335	8	Chinese	chinese	JJ
cord-296717-ay4wcmk3	335	9	volatility	volatility	NN
cord-296717-ay4wcmk3	335	10	index	index	NN
cord-296717-ay4wcmk3	335	11	iVX	ivx	XX
cord-296717-ay4wcmk3	335	12	can	can	MD
cord-296717-ay4wcmk3	335	13	represent	represent	VB
cord-296717-ay4wcmk3	335	14	investor	investor	NN
cord-296717-ay4wcmk3	335	15	sentiment	sentiment	NN
cord-296717-ay4wcmk3	335	16	.	.	.
cord-296717-ay4wcmk3	336	1	Most	Most	JJS
cord-296717-ay4wcmk3	336	2	of	of	IN
cord-296717-ay4wcmk3	336	3	the	the	DT
cord-296717-ay4wcmk3	336	4	previous	previous	JJ
cord-296717-ay4wcmk3	336	5	researches	research	NNS
cord-296717-ay4wcmk3	336	6	treat	treat	VBP
cord-296717-ay4wcmk3	336	7	the	the	DT
cord-296717-ay4wcmk3	336	8	sentiment	sentiment	NN
cord-296717-ay4wcmk3	336	9	representation	representation	NN
cord-296717-ay4wcmk3	336	10	of	of	IN
cord-296717-ay4wcmk3	336	11	the	the	DT
cord-296717-ay4wcmk3	336	12	volatility	volatility	NN
cord-296717-ay4wcmk3	336	13	index	index	NN
cord-296717-ay4wcmk3	336	14	as	as	IN
cord-296717-ay4wcmk3	336	15	a	a	DT
cord-296717-ay4wcmk3	336	16	known	know	VBN
cord-296717-ay4wcmk3	336	17	fact	fact	NN
cord-296717-ay4wcmk3	336	18	,	,	,
cord-296717-ay4wcmk3	336	19	or	or	CC
cord-296717-ay4wcmk3	336	20	only	only	RB
cord-296717-ay4wcmk3	336	21	analyze	analyze	VB
cord-296717-ay4wcmk3	336	22	a	a	DT
cord-296717-ay4wcmk3	336	23	certain	certain	JJ
cord-296717-ay4wcmk3	336	24	level	level	NN
cord-296717-ay4wcmk3	336	25	of	of	IN
cord-296717-ay4wcmk3	336	26	sentiment	sentiment	NN
cord-296717-ay4wcmk3	336	27	.	.	.
cord-296717-ay4wcmk3	337	1	However	however	RB
cord-296717-ay4wcmk3	337	2	,	,	,
cord-296717-ay4wcmk3	337	3	we	-PRON-	PRP
cord-296717-ay4wcmk3	337	4	construct	construct	VBP
cord-296717-ay4wcmk3	337	5	a	a	DT
cord-296717-ay4wcmk3	337	6	three	three	CD
cord-296717-ay4wcmk3	337	7	-	-	HYPH
cord-296717-ay4wcmk3	337	8	dimensional	dimensional	JJ
cord-296717-ay4wcmk3	337	9	investor	investor	NN
cord-296717-ay4wcmk3	337	10	sentiment	sentiment	NN
cord-296717-ay4wcmk3	337	11	measurement	measurement	NN
cord-296717-ay4wcmk3	337	12	system	system	NN
cord-296717-ay4wcmk3	337	13	,	,	,
cord-296717-ay4wcmk3	337	14	and	and	CC
cord-296717-ay4wcmk3	337	15	use	use	VB
cord-296717-ay4wcmk3	337	16	EEMD	EEMD	NNP
cord-296717-ay4wcmk3	337	17	method	method	NN
cord-296717-ay4wcmk3	337	18	to	to	TO
cord-296717-ay4wcmk3	337	19	decompose	decompose	VB
cord-296717-ay4wcmk3	337	20	iVX	ivx	XX
cord-296717-ay4wcmk3	337	21	into	into	IN
cord-296717-ay4wcmk3	337	22	three	three	CD
cord-296717-ay4wcmk3	337	23	components	component	NNS
cord-296717-ay4wcmk3	337	24	,	,	,
cord-296717-ay4wcmk3	337	25	i.e.	i.e.	FW
cord-296717-ay4wcmk3	337	26	short	short	JJ
cord-296717-ay4wcmk3	337	27	-	-	HYPH
cord-296717-ay4wcmk3	337	28	term	term	NN
cord-296717-ay4wcmk3	337	29	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	337	30	,	,	,
cord-296717-ay4wcmk3	337	31	medium	medium	JJ
cord-296717-ay4wcmk3	337	32	-	-	HYPH
cord-296717-ay4wcmk3	337	33	term	term	NN
cord-296717-ay4wcmk3	337	34	fluctuations	fluctuation	NNS
cord-296717-ay4wcmk3	337	35	and	and	CC
cord-296717-ay4wcmk3	337	36	long	long	JJ
cord-296717-ay4wcmk3	337	37	-	-	HYPH
cord-296717-ay4wcmk3	337	38	term	term	NN
cord-296717-ay4wcmk3	337	39	trend	trend	NN
cord-296717-ay4wcmk3	337	40	.	.	.
cord-296717-ay4wcmk3	338	1	We	-PRON-	PRP
cord-296717-ay4wcmk3	338	2	study	study	VBP
cord-296717-ay4wcmk3	338	3	the	the	DT
cord-296717-ay4wcmk3	338	4	relationship	relationship	NN
cord-296717-ay4wcmk3	338	5	of	of	IN
cord-296717-ay4wcmk3	338	6	iVX	iVX	NNP
cord-296717-ay4wcmk3	338	7	and	and	CC
cord-296717-ay4wcmk3	338	8	micro	micro	NNP
cord-296717-ay4wcmk3	338	9	,	,	,
cord-296717-ay4wcmk3	338	10	meso	meso	NNP
cord-296717-ay4wcmk3	338	11	and	and	CC
cord-296717-ay4wcmk3	338	12	macro	macro	JJ
cord-296717-ay4wcmk3	338	13	sentiments	sentiment	NNS
cord-296717-ay4wcmk3	338	14	respectively	respectively	RB
cord-296717-ay4wcmk3	338	15	.	.	.
cord-296717-ay4wcmk3	339	1	Further	further	RB
cord-296717-ay4wcmk3	339	2	,	,	,
cord-296717-ay4wcmk3	339	3	in	in	IN
cord-296717-ay4wcmk3	339	4	the	the	DT
cord-296717-ay4wcmk3	339	5	framework	framework	NN
cord-296717-ay4wcmk3	339	6	of	of	IN
cord-296717-ay4wcmk3	339	7	dynamic	dynamic	JJ
cord-296717-ay4wcmk3	339	8	factor	factor	NN
cord-296717-ay4wcmk3	339	9	model	model	NN
cord-296717-ay4wcmk3	339	10	,	,	,
cord-296717-ay4wcmk3	339	11	with	with	IN
cord-296717-ay4wcmk3	339	12	mixed	mix	VBN
cord-296717-ay4wcmk3	339	13	-	-	HYPH
cord-296717-ay4wcmk3	339	14	frequency	frequency	NN
cord-296717-ay4wcmk3	339	15	data	datum	NNS
cord-296717-ay4wcmk3	339	16	,	,	,
cord-296717-ay4wcmk3	339	17	a	a	DT
cord-296717-ay4wcmk3	339	18	common	common	JJ
cord-296717-ay4wcmk3	339	19	sentiment	sentiment	NN
cord-296717-ay4wcmk3	339	20	factor	factor	NN
cord-296717-ay4wcmk3	339	21	is	be	VBZ
cord-296717-ay4wcmk3	339	22	constructed	construct	VBN
cord-296717-ay4wcmk3	339	23	to	to	TO
cord-296717-ay4wcmk3	339	24	verify	verify	VB
cord-296717-ay4wcmk3	339	25	the	the	DT
cord-296717-ay4wcmk3	339	26	representation	representation	NN
cord-296717-ay4wcmk3	339	27	of	of	IN
cord-296717-ay4wcmk3	339	28	iVX	iVX	NNP
cord-296717-ay4wcmk3	339	29	to	to	IN
cord-296717-ay4wcmk3	339	30	mutual	mutual	JJ
cord-296717-ay4wcmk3	339	31	sentiment	sentiment	NN
cord-296717-ay4wcmk3	339	32	.	.	.
cord-296717-ay4wcmk3	340	1	Finally	finally	RB
cord-296717-ay4wcmk3	340	2	,	,	,
cord-296717-ay4wcmk3	340	3	we	-PRON-	PRP
cord-296717-ay4wcmk3	340	4	use	use	VBP
cord-296717-ay4wcmk3	340	5	ADL	ADL	NNP
cord-296717-ay4wcmk3	340	6	to	to	TO
cord-296717-ay4wcmk3	340	7	test	test	VB
cord-296717-ay4wcmk3	340	8	our	-PRON-	PRP$
cord-296717-ay4wcmk3	340	9	results	result	NNS
cord-296717-ay4wcmk3	340	10	.	.	.
cord-296717-ay4wcmk3	341	1	Our	-PRON-	PRP$
cord-296717-ay4wcmk3	341	2	findings	finding	NNS
cord-296717-ay4wcmk3	341	3	mainly	mainly	RB
cord-296717-ay4wcmk3	341	4	include	include	VBP
cord-296717-ay4wcmk3	341	5	the	the	DT
cord-296717-ay4wcmk3	341	6	following	follow	VBG
cord-296717-ay4wcmk3	341	7	aspects	aspect	NNS
cord-296717-ay4wcmk3	341	8	:	:	:
cord-296717-ay4wcmk3	342	1	First	first	RB
cord-296717-ay4wcmk3	342	2	,	,	,
cord-296717-ay4wcmk3	342	3	the	the	DT
cord-296717-ay4wcmk3	342	4	iVX	iVX	NNP
cord-296717-ay4wcmk3	342	5	's	's	POS
cord-296717-ay4wcmk3	342	6	components	component	NNS
cord-296717-ay4wcmk3	342	7	at	at	IN
cord-296717-ay4wcmk3	342	8	the	the	DT
cord-296717-ay4wcmk3	342	9	macro	macro	NN
cord-296717-ay4wcmk3	342	10	,	,	,
cord-296717-ay4wcmk3	342	11	meso	meso	NNP
cord-296717-ay4wcmk3	342	12	,	,	,
cord-296717-ay4wcmk3	342	13	and	and	CC
cord-296717-ay4wcmk3	342	14	micro	micro	NN
cord-296717-ay4wcmk3	342	15	levels	level	NNS
cord-296717-ay4wcmk3	342	16	all	all	DT
cord-296717-ay4wcmk3	342	17	have	have	VBP
cord-296717-ay4wcmk3	342	18	certain	certain	JJ
cord-296717-ay4wcmk3	342	19	ability	ability	NN
cord-296717-ay4wcmk3	342	20	to	to	TO
cord-296717-ay4wcmk3	342	21	represent	represent	VB
cord-296717-ay4wcmk3	342	22	sentiment	sentiment	NN
cord-296717-ay4wcmk3	342	23	.	.	.
cord-296717-ay4wcmk3	343	1	Among	among	IN
cord-296717-ay4wcmk3	343	2	them	-PRON-	PRP
cord-296717-ay4wcmk3	343	3	,	,	,
cord-296717-ay4wcmk3	343	4	the	the	DT
cord-296717-ay4wcmk3	343	5	iVX	ivx	JJ
cord-296717-ay4wcmk3	343	6	decomposition	decomposition	NN
cord-296717-ay4wcmk3	343	7	component	component	NN
cord-296717-ay4wcmk3	343	8	at	at	IN
cord-296717-ay4wcmk3	343	9	the	the	DT
cord-296717-ay4wcmk3	343	10	macro	macro	JJ
cord-296717-ay4wcmk3	343	11	level	level	NN
cord-296717-ay4wcmk3	343	12	has	have	VBZ
cord-296717-ay4wcmk3	343	13	the	the	DT
cord-296717-ay4wcmk3	343	14	strongest	strong	JJS
cord-296717-ay4wcmk3	343	15	ability	ability	NN
cord-296717-ay4wcmk3	343	16	to	to	TO
cord-296717-ay4wcmk3	343	17	represent	represent	VB
cord-296717-ay4wcmk3	343	18	the	the	DT
cord-296717-ay4wcmk3	343	19	current	current	JJ
cord-296717-ay4wcmk3	343	20	sentiment	sentiment	NN
cord-296717-ay4wcmk3	343	21	;	;	:
cord-296717-ay4wcmk3	343	22	the	the	DT
cord-296717-ay4wcmk3	343	23	one	one	CD
cord-296717-ay4wcmk3	343	24	at	at	IN
cord-296717-ay4wcmk3	343	25	the	the	DT
cord-296717-ay4wcmk3	343	26	meso	meso	NN
cord-296717-ay4wcmk3	343	27	level	level	NN
cord-296717-ay4wcmk3	343	28	reflects	reflect	VBZ
cord-296717-ay4wcmk3	343	29	the	the	DT
cord-296717-ay4wcmk3	343	30	first	first	JJ
cord-296717-ay4wcmk3	343	31	-	-	HYPH
cord-296717-ay4wcmk3	343	32	order	order	NN
cord-296717-ay4wcmk3	343	33	or	or	CC
cord-296717-ay4wcmk3	343	34	second	second	JJ
cord-296717-ay4wcmk3	343	35	-	-	HYPH
cord-296717-ay4wcmk3	343	36	order	order	NN
cord-296717-ay4wcmk3	343	37	lagging	lagging	JJ
cord-296717-ay4wcmk3	343	38	sentiment	sentiment	NN
cord-296717-ay4wcmk3	343	39	;	;	:
cord-296717-ay4wcmk3	343	40	the	the	DT
cord-296717-ay4wcmk3	343	41	one	one	CD
cord-296717-ay4wcmk3	343	42	at	at	IN
cord-296717-ay4wcmk3	343	43	the	the	DT
cord-296717-ay4wcmk3	343	44	micro	micro	JJ
cord-296717-ay4wcmk3	343	45	-	-	NN
cord-296717-ay4wcmk3	343	46	level	level	NN
cord-296717-ay4wcmk3	343	47	can	can	MD
cord-296717-ay4wcmk3	343	48	represent	represent	VB
cord-296717-ay4wcmk3	343	49	the	the	DT
cord-296717-ay4wcmk3	343	50	current	current	JJ
cord-296717-ay4wcmk3	343	51	sentiment	sentiment	NN
cord-296717-ay4wcmk3	343	52	,	,	,
cord-296717-ay4wcmk3	343	53	but	but	CC
cord-296717-ay4wcmk3	343	54	the	the	DT
cord-296717-ay4wcmk3	343	55	effect	effect	NN
cord-296717-ay4wcmk3	343	56	is	be	VBZ
cord-296717-ay4wcmk3	343	57	weak	weak	JJ
cord-296717-ay4wcmk3	343	58	.	.	.
cord-296717-ay4wcmk3	344	1	Overall	overall	RB
cord-296717-ay4wcmk3	344	2	,	,	,
cord-296717-ay4wcmk3	344	3	iVX	iVX	NNP
cord-296717-ay4wcmk3	344	4	tends	tend	VBZ
cord-296717-ay4wcmk3	344	5	to	to	TO
cord-296717-ay4wcmk3	344	6	more	more	RBR
cord-296717-ay4wcmk3	344	7	reflect	reflect	VB
cord-296717-ay4wcmk3	344	8	the	the	DT
cord-296717-ay4wcmk3	344	9	macro	macro	JJ
cord-296717-ay4wcmk3	344	10	sentiment	sentiment	NN
cord-296717-ay4wcmk3	344	11	,	,	,
cord-296717-ay4wcmk3	344	12	yet	yet	CC
cord-296717-ay4wcmk3	344	13	has	have	VBZ
cord-296717-ay4wcmk3	344	14	a	a	DT
cord-296717-ay4wcmk3	344	15	weaker	weak	JJR
cord-296717-ay4wcmk3	344	16	ability	ability	NN
cord-296717-ay4wcmk3	344	17	to	to	TO
cord-296717-ay4wcmk3	344	18	represent	represent	VB
cord-296717-ay4wcmk3	344	19	sentiment	sentiment	NN
cord-296717-ay4wcmk3	344	20	at	at	IN
cord-296717-ay4wcmk3	344	21	meso	meso	NNP
cord-296717-ay4wcmk3	344	22	and	and	CC
cord-296717-ay4wcmk3	344	23	macro	macro	JJ
cord-296717-ay4wcmk3	344	24	levels	level	NNS
cord-296717-ay4wcmk3	344	25	.	.	.
cord-296717-ay4wcmk3	345	1	Second	second	RB
cord-296717-ay4wcmk3	345	2	,	,	,
cord-296717-ay4wcmk3	345	3	this	this	DT
cord-296717-ay4wcmk3	345	4	paper	paper	NN
cord-296717-ay4wcmk3	345	5	finds	find	VBZ
cord-296717-ay4wcmk3	345	6	that	that	IN
cord-296717-ay4wcmk3	345	7	compared	compare	VBN
cord-296717-ay4wcmk3	345	8	with	with	IN
cord-296717-ay4wcmk3	345	9	the	the	DT
cord-296717-ay4wcmk3	345	10	sentiment	sentiment	NN
cord-296717-ay4wcmk3	345	11	index	index	NN
cord-296717-ay4wcmk3	345	12	at	at	IN
cord-296717-ay4wcmk3	345	13	each	each	DT
cord-296717-ay4wcmk3	345	14	level	level	NN
cord-296717-ay4wcmk3	345	15	,	,	,
cord-296717-ay4wcmk3	345	16	the	the	DT
cord-296717-ay4wcmk3	345	17	common	common	JJ
cord-296717-ay4wcmk3	345	18	sentiment	sentiment	NN
cord-296717-ay4wcmk3	345	19	factor	factor	NN
cord-296717-ay4wcmk3	345	20	has	have	VBZ
cord-296717-ay4wcmk3	345	21	a	a	DT
cord-296717-ay4wcmk3	345	22	stronger	strong	JJR
cord-296717-ay4wcmk3	345	23	relationship	relationship	NN
cord-296717-ay4wcmk3	345	24	with	with	IN
cord-296717-ay4wcmk3	345	25	iVX	iVX	NNP
cord-296717-ay4wcmk3	345	26	.	.	.
cord-296717-ay4wcmk3	346	1	This	this	DT
cord-296717-ay4wcmk3	346	2	fact	fact	NN
cord-296717-ay4wcmk3	346	3	implies	imply	VBZ
cord-296717-ay4wcmk3	346	4	that	that	IN
cord-296717-ay4wcmk3	346	5	J	J	NNP
cord-296717-ay4wcmk3	346	6	o	o	NN
cord-296717-ay4wcmk3	346	7	u	u	NN
cord-296717-ay4wcmk3	346	8	r	r	NN
cord-296717-ay4wcmk3	346	9	n	n	NN
cord-296717-ay4wcmk3	346	10	a	a	DT
cord-296717-ay4wcmk3	346	11	l	l	NN
cord-296717-ay4wcmk3	346	12	P	p	NN
cord-296717-ay4wcmk3	346	13	r	r	NN
cord-296717-ay4wcmk3	346	14	e	e	NN
cord-296717-ay4wcmk3	346	15	-p	-p	NN
cord-296717-ay4wcmk3	346	16	r	r	NN
cord-296717-ay4wcmk3	346	17	o	o	NN
cord-296717-ay4wcmk3	346	18	o	o	NN
cord-296717-ay4wcmk3	347	1	f	f	NNP
cord-296717-ay4wcmk3	347	2	iVX	iVX	NNP
cord-296717-ay4wcmk3	347	3	more	more	RBR
cord-296717-ay4wcmk3	347	4	represents	represent	VBZ
cord-296717-ay4wcmk3	347	5	the	the	DT
cord-296717-ay4wcmk3	347	6	mutual	mutual	JJ
cord-296717-ay4wcmk3	347	7	composition	composition	NN
cord-296717-ay4wcmk3	347	8	of	of	IN
cord-296717-ay4wcmk3	347	9	sentiment	sentiment	NN
cord-296717-ay4wcmk3	347	10	at	at	IN
cord-296717-ay4wcmk3	347	11	different	different	JJ
cord-296717-ay4wcmk3	347	12	levels	level	NNS
cord-296717-ay4wcmk3	347	13	,	,	,
cord-296717-ay4wcmk3	347	14	and	and	CC
cord-296717-ay4wcmk3	347	15	iVX	iVX	NNP
cord-296717-ay4wcmk3	347	16	has	have	VBZ
cord-296717-ay4wcmk3	347	17	the	the	DT
cord-296717-ay4wcmk3	347	18	strongest	strong	JJS
cord-296717-ay4wcmk3	347	19	correlation	correlation	NN
cord-296717-ay4wcmk3	347	20	with	with	IN
cord-296717-ay4wcmk3	347	21	the	the	DT
cord-296717-ay4wcmk3	347	22	current	current	JJ
cord-296717-ay4wcmk3	347	23	common	common	JJ
cord-296717-ay4wcmk3	347	24	sentiment	sentiment	NN
cord-296717-ay4wcmk3	347	25	factor	factor	NN
cord-296717-ay4wcmk3	347	26	.	.	.
cord-296717-ay4wcmk3	348	1	Hence	hence	RB
cord-296717-ay4wcmk3	348	2	,	,	,
cord-296717-ay4wcmk3	348	3	we	-PRON-	PRP
cord-296717-ay4wcmk3	348	4	believe	believe	VBP
cord-296717-ay4wcmk3	348	5	that	that	IN
cord-296717-ay4wcmk3	348	6	iVX	iVX	NNP
cord-296717-ay4wcmk3	348	7	can	can	MD
cord-296717-ay4wcmk3	348	8	represent	represent	VB
cord-296717-ay4wcmk3	348	9	mutual	mutual	JJ
cord-296717-ay4wcmk3	348	10	sentiment	sentiment	NN
cord-296717-ay4wcmk3	348	11	of	of	IN
cord-296717-ay4wcmk3	348	12	all	all	DT
cord-296717-ay4wcmk3	348	13	levels	level	NNS
cord-296717-ay4wcmk3	348	14	to	to	IN
cord-296717-ay4wcmk3	348	15	a	a	DT
cord-296717-ay4wcmk3	348	16	certain	certain	JJ
cord-296717-ay4wcmk3	348	17	extent	extent	NN
cord-296717-ay4wcmk3	348	18	.	.	.
cord-296717-ay4wcmk3	349	1	The	the	DT
cord-296717-ay4wcmk3	349	2	underlying	underlie	VBG
cord-296717-ay4wcmk3	349	3	asset	asset	NN
cord-296717-ay4wcmk3	349	4	of	of	IN
cord-296717-ay4wcmk3	349	5	iVX	iVX	NNP
cord-296717-ay4wcmk3	349	6	is	be	VBZ
cord-296717-ay4wcmk3	349	7	Shanghai	Shanghai	NNP
cord-296717-ay4wcmk3	349	8	50ETF	50etf	CD
cord-296717-ay4wcmk3	349	9	option	option	NN
cord-296717-ay4wcmk3	349	10	,	,	,
cord-296717-ay4wcmk3	349	11	and	and	CC
cord-296717-ay4wcmk3	349	12	the	the	DT
cord-296717-ay4wcmk3	349	13	pricing	pricing	NN
cord-296717-ay4wcmk3	349	14	of	of	IN
cord-296717-ay4wcmk3	349	15	option	option	NN
cord-296717-ay4wcmk3	349	16	should	should	MD
cord-296717-ay4wcmk3	349	17	theoretically	theoretically	RB
cord-296717-ay4wcmk3	349	18	reflect	reflect	VB
cord-296717-ay4wcmk3	349	19	the	the	DT
cord-296717-ay4wcmk3	349	20	expectations	expectation	NNS
cord-296717-ay4wcmk3	349	21	and	and	CC
cord-296717-ay4wcmk3	349	22	sentiments	sentiment	NNS
cord-296717-ay4wcmk3	349	23	of	of	IN
cord-296717-ay4wcmk3	349	24	investors	investor	NNS
cord-296717-ay4wcmk3	349	25	.	.	.
cord-296717-ay4wcmk3	350	1	That	that	DT
cord-296717-ay4wcmk3	350	2	is	be	VBZ
cord-296717-ay4wcmk3	350	3	confirmed	confirm	VBN
cord-296717-ay4wcmk3	350	4	to	to	TO
cord-296717-ay4wcmk3	350	5	be	be	VB
cord-296717-ay4wcmk3	350	6	effective	effective	JJ
cord-296717-ay4wcmk3	350	7	,	,	,
cord-296717-ay4wcmk3	350	8	for	for	IN
cord-296717-ay4wcmk3	350	9	we	-PRON-	PRP
cord-296717-ay4wcmk3	350	10	have	have	VBP
cord-296717-ay4wcmk3	350	11	verified	verify	VBN
cord-296717-ay4wcmk3	350	12	the	the	DT
cord-296717-ay4wcmk3	350	13	ability	ability	NN
cord-296717-ay4wcmk3	350	14	of	of	IN
cord-296717-ay4wcmk3	350	15	iVX	ivx	XX
cord-296717-ay4wcmk3	350	16	to	to	TO
cord-296717-ay4wcmk3	350	17	represent	represent	VB
cord-296717-ay4wcmk3	350	18	sentiment	sentiment	NN
cord-296717-ay4wcmk3	350	19	in	in	IN
cord-296717-ay4wcmk3	350	20	this	this	DT
cord-296717-ay4wcmk3	350	21	paper	paper	NN
cord-296717-ay4wcmk3	350	22	.	.	.
cord-296717-ay4wcmk3	351	1	Since	since	IN
cord-296717-ay4wcmk3	351	2	Chinese	chinese	JJ
cord-296717-ay4wcmk3	351	3	volatility	volatility	NN
cord-296717-ay4wcmk3	351	4	index	index	NN
cord-296717-ay4wcmk3	351	5	iVX	ivx	XX
cord-296717-ay4wcmk3	351	6	is	be	VBZ
cord-296717-ay4wcmk3	351	7	still	still	RB
cord-296717-ay4wcmk3	351	8	in	in	IN
cord-296717-ay4wcmk3	351	9	its	-PRON-	PRP$
cord-296717-ay4wcmk3	351	10	infancy	infancy	NN
cord-296717-ay4wcmk3	351	11	,	,	,
cord-296717-ay4wcmk3	351	12	the	the	DT
cord-296717-ay4wcmk3	351	13	empirical	empirical	JJ
cord-296717-ay4wcmk3	351	14	evidence	evidence	NN
cord-296717-ay4wcmk3	351	15	of	of	IN
cord-296717-ay4wcmk3	351	16	this	this	DT
cord-296717-ay4wcmk3	351	17	paper	paper	NN
cord-296717-ay4wcmk3	351	18	would	would	MD
cord-296717-ay4wcmk3	351	19	contribute	contribute	VB
cord-296717-ay4wcmk3	351	20	to	to	IN
cord-296717-ay4wcmk3	351	21	providing	provide	VBG
cord-296717-ay4wcmk3	351	22	a	a	DT
cord-296717-ay4wcmk3	351	23	theoretical	theoretical	JJ
cord-296717-ay4wcmk3	351	24	basis	basis	NN
cord-296717-ay4wcmk3	351	25	for	for	IN
cord-296717-ay4wcmk3	351	26	the	the	DT
cord-296717-ay4wcmk3	351	27	development	development	NN
cord-296717-ay4wcmk3	351	28	of	of	IN
cord-296717-ay4wcmk3	351	29	iVX	ivx	XX
cord-296717-ay4wcmk3	351	30	.	.	.
cord-296717-ay4wcmk3	352	1	Our	-PRON-	PRP$
cord-296717-ay4wcmk3	352	2	results	result	NNS
cord-296717-ay4wcmk3	352	3	show	show	VBP
cord-296717-ay4wcmk3	352	4	iVX	ivx	NN
cord-296717-ay4wcmk3	352	5	can	can	MD
cord-296717-ay4wcmk3	352	6	comprehensively	comprehensively	RB
cord-296717-ay4wcmk3	352	7	reflect	reflect	VB
cord-296717-ay4wcmk3	352	8	the	the	DT
cord-296717-ay4wcmk3	352	9	sentiment	sentiment	NN
cord-296717-ay4wcmk3	352	10	and	and	CC
cord-296717-ay4wcmk3	352	11	expectations	expectation	NNS
cord-296717-ay4wcmk3	352	12	of	of	IN
cord-296717-ay4wcmk3	352	13	investors	investor	NNS
cord-296717-ay4wcmk3	352	14	on	on	IN
cord-296717-ay4wcmk3	352	15	different	different	JJ
cord-296717-ay4wcmk3	352	16	time	time	NN
cord-296717-ay4wcmk3	352	17	scales	scale	NNS
cord-296717-ay4wcmk3	352	18	.	.	.
cord-296717-ay4wcmk3	353	1	The	the	DT
cord-296717-ay4wcmk3	353	2	measurement	measurement	NN
cord-296717-ay4wcmk3	353	3	of	of	IN
cord-296717-ay4wcmk3	353	4	investor	investor	NN
cord-296717-ay4wcmk3	353	5	sentiment	sentiment	NN
cord-296717-ay4wcmk3	353	6	is	be	VBZ
cord-296717-ay4wcmk3	353	7	complicated	complicate	VBN
cord-296717-ay4wcmk3	353	8	from	from	IN
cord-296717-ay4wcmk3	353	9	the	the	DT
cord-296717-ay4wcmk3	353	10	macro	macro	JJ
cord-296717-ay4wcmk3	353	11	level	level	NN
cord-296717-ay4wcmk3	353	12	to	to	IN
cord-296717-ay4wcmk3	353	13	the	the	DT
cord-296717-ay4wcmk3	353	14	micro	micro	JJ
cord-296717-ay4wcmk3	353	15	level	level	NN
cord-296717-ay4wcmk3	353	16	,	,	,
cord-296717-ay4wcmk3	353	17	while	while	IN
cord-296717-ay4wcmk3	353	18	iVX	ivx	XX
cord-296717-ay4wcmk3	353	19	can	can	MD
cord-296717-ay4wcmk3	353	20	be	be	VB
cord-296717-ay4wcmk3	353	21	calculated	calculate	VBN
cord-296717-ay4wcmk3	353	22	at	at	IN
cord-296717-ay4wcmk3	353	23	high	high	JJ
cord-296717-ay4wcmk3	353	24	frequency	frequency	NN
cord-296717-ay4wcmk3	353	25	.	.	.
cord-296717-ay4wcmk3	354	1	Thus	thus	RB
cord-296717-ay4wcmk3	354	2	,	,	,
cord-296717-ay4wcmk3	354	3	we	-PRON-	PRP
cord-296717-ay4wcmk3	354	4	strongly	strongly	RB
cord-296717-ay4wcmk3	354	5	recommend	recommend	VBP
cord-296717-ay4wcmk3	354	6	resuming	resume	VBG
cord-296717-ay4wcmk3	354	7	the	the	DT
cord-296717-ay4wcmk3	354	8	release	release	NN
cord-296717-ay4wcmk3	354	9	of	of	IN
cord-296717-ay4wcmk3	354	10	iVX	ivx	XX
cord-296717-ay4wcmk3	354	11	.	.	.
cord-296717-ay4wcmk3	355	1	It	-PRON-	PRP
cord-296717-ay4wcmk3	355	2	will	will	MD
cord-296717-ay4wcmk3	355	3	help	help	VB
cord-296717-ay4wcmk3	355	4	investors	investor	NNS
cord-296717-ay4wcmk3	355	5	better	well	RBR
cord-296717-ay4wcmk3	355	6	understand	understand	VB
cord-296717-ay4wcmk3	355	7	the	the	DT
cord-296717-ay4wcmk3	355	8	overall	overall	JJ
cord-296717-ay4wcmk3	355	9	financial	financial	JJ
cord-296717-ay4wcmk3	355	10	market	market	NN
cord-296717-ay4wcmk3	355	11	situation	situation	NN
cord-296717-ay4wcmk3	355	12	,	,	,
cord-296717-ay4wcmk3	355	13	allocate	allocate	VB
cord-296717-ay4wcmk3	355	14	asset	asset	NN
cord-296717-ay4wcmk3	355	15	portfolios	portfolio	NNS
cord-296717-ay4wcmk3	355	16	,	,	,
cord-296717-ay4wcmk3	355	17	and	and	CC
cord-296717-ay4wcmk3	355	18	perform	perform	VB
cord-296717-ay4wcmk3	355	19	risk	risk	NN
cord-296717-ay4wcmk3	355	20	management	management	NN
cord-296717-ay4wcmk3	355	21	,	,	,
cord-296717-ay4wcmk3	355	22	and	and	CC
cord-296717-ay4wcmk3	355	23	is	be	VBZ
cord-296717-ay4wcmk3	355	24	also	also	RB
cord-296717-ay4wcmk3	355	25	beneficial	beneficial	JJ
cord-296717-ay4wcmk3	355	26	for	for	IN
cord-296717-ay4wcmk3	355	27	regulatory	regulatory	JJ
cord-296717-ay4wcmk3	355	28	authorities	authority	NNS
cord-296717-ay4wcmk3	355	29	to	to	TO
cord-296717-ay4wcmk3	355	30	deepen	deepen	VB
cord-296717-ay4wcmk3	355	31	their	-PRON-	PRP$
cord-296717-ay4wcmk3	355	32	understanding	understanding	NN
cord-296717-ay4wcmk3	355	33	of	of	IN
cord-296717-ay4wcmk3	355	34	changes	change	NNS
cord-296717-ay4wcmk3	355	35	in	in	IN
cord-296717-ay4wcmk3	355	36	the	the	DT
cord-296717-ay4wcmk3	355	37	domestic	domestic	JJ
cord-296717-ay4wcmk3	355	38	financial	financial	JJ
cord-296717-ay4wcmk3	355	39	market	market	NN
cord-296717-ay4wcmk3	355	40	and	and	CC
cord-296717-ay4wcmk3	355	41	effectively	effectively	RB
cord-296717-ay4wcmk3	355	42	conduct	conduct	VB
cord-296717-ay4wcmk3	355	43	financial	financial	JJ
cord-296717-ay4wcmk3	355	44	supervision	supervision	NN
cord-296717-ay4wcmk3	355	45	,	,	,
cord-296717-ay4wcmk3	355	46	so	so	IN
cord-296717-ay4wcmk3	355	47	as	as	IN
cord-296717-ay4wcmk3	355	48	to	to	TO
cord-296717-ay4wcmk3	355	49	achieve	achieve	VB
cord-296717-ay4wcmk3	355	50	the	the	DT
cord-296717-ay4wcmk3	355	51	healthy	healthy	JJ
cord-296717-ay4wcmk3	355	52	and	and	CC
cord-296717-ay4wcmk3	355	53	sustainable	sustainable	JJ
cord-296717-ay4wcmk3	355	54	development	development	NN
cord-296717-ay4wcmk3	355	55	of	of	IN
cord-296717-ay4wcmk3	355	56	the	the	DT
cord-296717-ay4wcmk3	355	57	financial	financial	JJ
cord-296717-ay4wcmk3	355	58	market	market	NN
cord-296717-ay4wcmk3	355	59	and	and	CC
cord-296717-ay4wcmk3	355	60	ensure	ensure	VB
cord-296717-ay4wcmk3	355	61	the	the	DT
cord-296717-ay4wcmk3	355	62	stable	stable	JJ
cord-296717-ay4wcmk3	355	63	operation	operation	NN
cord-296717-ay4wcmk3	355	64	of	of	IN
cord-296717-ay4wcmk3	355	65	the	the	DT
cord-296717-ay4wcmk3	355	66	macroeconomic	macroeconomic	JJ
cord-296717-ay4wcmk3	355	67	system	system	NN
cord-296717-ay4wcmk3	355	68	.	.	.
cord-296717-ay4wcmk3	356	1	Hedging	hedge	VBG
cord-296717-ay4wcmk3	356	2	emerging	emerge	VBG
cord-296717-ay4wcmk3	356	3	market	market	NN
cord-296717-ay4wcmk3	356	4	stock	stock	NN
cord-296717-ay4wcmk3	356	5	prices	price	NNS
cord-296717-ay4wcmk3	356	6	with	with	IN
cord-296717-ay4wcmk3	356	7	oil	oil	NN
cord-296717-ay4wcmk3	356	8	,	,	,
cord-296717-ay4wcmk3	356	9	gold	gold	NN
cord-296717-ay4wcmk3	356	10	,	,	,
cord-296717-ay4wcmk3	356	11	VIX	vix	NN
cord-296717-ay4wcmk3	356	12	,	,	,
cord-296717-ay4wcmk3	356	13	and	and	CC
cord-296717-ay4wcmk3	356	14	bonds	bond	NNS
cord-296717-ay4wcmk3	357	1	:	:	:
cord-296717-ay4wcmk3	357	2	A	a	DT
cord-296717-ay4wcmk3	357	3	comparison	comparison	NN
cord-296717-ay4wcmk3	357	4	between	between	IN
cord-296717-ay4wcmk3	357	5	DCC	DCC	NNP
cord-296717-ay4wcmk3	357	6	,	,	,
cord-296717-ay4wcmk3	357	7	ADCC	ADCC	NNP
cord-296717-ay4wcmk3	357	8	and	and	CC
cord-296717-ay4wcmk3	357	9	GO	GO	NNP
cord-296717-ay4wcmk3	357	10	-	-	HYPH
cord-296717-ay4wcmk3	357	11	GARCH	GARCH	NNP
cord-296717-ay4wcmk3	357	12	Real	real	JJ
cord-296717-ay4wcmk3	357	13	-	-	HYPH
cord-296717-ay4wcmk3	357	14	time	time	NN
cord-296717-ay4wcmk3	357	15	Measurement	Measurement	NNP
cord-296717-ay4wcmk3	357	16	of	of	IN
cord-296717-ay4wcmk3	357	17	Business	Business	NNP
cord-296717-ay4wcmk3	357	18	Conditions	Conditions	NNPS
cord-296717-ay4wcmk3	357	19	Is	be	VBZ
cord-296717-ay4wcmk3	358	1	All	all	DT
cord-296717-ay4wcmk3	358	2	That	that	DT
cord-296717-ay4wcmk3	358	3	Talk	talk	NN
cord-296717-ay4wcmk3	359	1	Just	just	RB
cord-296717-ay4wcmk3	359	2	Noise	noise	NN
cord-296717-ay4wcmk3	359	3	?	?	.
cord-296717-ay4wcmk3	360	1	The	the	DT
cord-296717-ay4wcmk3	360	2	Information	Information	NNP
cord-296717-ay4wcmk3	360	3	Content	Content	NNP
cord-296717-ay4wcmk3	360	4	of	of	IN
cord-296717-ay4wcmk3	360	5	Internet	Internet	NNP
cord-296717-ay4wcmk3	360	6	Stock	Stock	NNP
cord-296717-ay4wcmk3	360	7	Message	Message	NNP
cord-296717-ay4wcmk3	360	8	Boards	Boards	NNP
cord-296717-ay4wcmk3	360	9	Persistence	Persistence	NNP
cord-296717-ay4wcmk3	360	10	and	and	CC
cord-296717-ay4wcmk3	360	11	discontinuity	discontinuity	NN
cord-296717-ay4wcmk3	360	12	in	in	IN
cord-296717-ay4wcmk3	360	13	the	the	DT
cord-296717-ay4wcmk3	360	14	VIX	VIX	NNP
cord-296717-ay4wcmk3	360	15	dynamics	dynamic	NNS
cord-296717-ay4wcmk3	360	16	Investor	Investor	NNP
cord-296717-ay4wcmk3	360	17	Sentiment	Sentiment	NNP
cord-296717-ay4wcmk3	360	18	in	in	IN
cord-296717-ay4wcmk3	360	19	the	the	DT
cord-296717-ay4wcmk3	360	20	Stock	Stock	NNP
cord-296717-ay4wcmk3	360	21	Market	Market	NNP
cord-296717-ay4wcmk3	360	22	Global	Global	NNP
cord-296717-ay4wcmk3	360	23	,	,	,
cord-296717-ay4wcmk3	360	24	local	local	JJ
cord-296717-ay4wcmk3	360	25	,	,	,
cord-296717-ay4wcmk3	360	26	and	and	CC
cord-296717-ay4wcmk3	360	27	contagious	contagious	JJ
cord-296717-ay4wcmk3	360	28	investor	investor	NN
cord-296717-ay4wcmk3	360	29	sentiment	sentiment	NN
cord-296717-ay4wcmk3	361	1	A	a	DT
cord-296717-ay4wcmk3	361	2	Look	look	VB
cord-296717-ay4wcmk3	361	3	into	into	IN
cord-296717-ay4wcmk3	361	4	the	the	DT
cord-296717-ay4wcmk3	361	5	Factor	Factor	NNP
cord-296717-ay4wcmk3	361	6	Model	Model	NNP
cord-296717-ay4wcmk3	361	7	Black	Black	NNP
cord-296717-ay4wcmk3	361	8	Box	Box	NNP
cord-296717-ay4wcmk3	361	9	:	:	:
cord-296717-ay4wcmk3	361	10	Publication	publication	NN
cord-296717-ay4wcmk3	361	11	Lags	Lags	NNPS
cord-296717-ay4wcmk3	361	12	and	and	CC
cord-296717-ay4wcmk3	361	13	the	the	DT
cord-296717-ay4wcmk3	361	14	Role	role	NN
cord-296717-ay4wcmk3	361	15	of	of	IN
cord-296717-ay4wcmk3	361	16	Hard	Hard	NNP
cord-296717-ay4wcmk3	361	17	and	and	CC
cord-296717-ay4wcmk3	361	18	Soft	Soft	NNP
cord-296717-ay4wcmk3	361	19	Data	Data	NNP
cord-296717-ay4wcmk3	361	20	in	in	IN
cord-296717-ay4wcmk3	361	21	Forecasting	Forecasting	NNP
cord-296717-ay4wcmk3	361	22	GDP	GDP	NNP
cord-296717-ay4wcmk3	362	1	The	the	DT
cord-296717-ay4wcmk3	362	2	Twitter	Twitter	NNP
cord-296717-ay4wcmk3	362	3	myth	myth	NN
cord-296717-ay4wcmk3	362	4	revisited	revisit	VBD
cord-296717-ay4wcmk3	362	5	:	:	:
cord-296717-ay4wcmk3	362	6	Intraday	intraday	JJ
cord-296717-ay4wcmk3	362	7	investor	investor	NN
cord-296717-ay4wcmk3	362	8	sentiment	sentiment	NN
cord-296717-ay4wcmk3	362	9	,	,	,
cord-296717-ay4wcmk3	362	10	Twitter	Twitter	NNP
cord-296717-ay4wcmk3	362	11	activity	activity	NN
cord-296717-ay4wcmk3	362	12	and	and	CC
cord-296717-ay4wcmk3	362	13	individual	individual	JJ
cord-296717-ay4wcmk3	362	14	-	-	HYPH
cord-296717-ay4wcmk3	362	15	level	level	NN
cord-296717-ay4wcmk3	362	16	stock	stock	NN
cord-296717-ay4wcmk3	362	17	return	return	NN
cord-296717-ay4wcmk3	362	18	volatility	volatility	NN
cord-296717-ay4wcmk3	362	19	Forecasting	Forecasting	NNP
cord-296717-ay4wcmk3	362	20	S&P	S&P	NNP
cord-296717-ay4wcmk3	362	21	100	100	CD
cord-296717-ay4wcmk3	362	22	volatility	volatility	NN
cord-296717-ay4wcmk3	362	23	:	:	:
cord-296717-ay4wcmk3	362	24	the	the	DT
cord-296717-ay4wcmk3	362	25	incremental	incremental	JJ
cord-296717-ay4wcmk3	362	26	information	information	NN
cord-296717-ay4wcmk3	362	27	content	content	NN
cord-296717-ay4wcmk3	362	28	of	of	IN
cord-296717-ay4wcmk3	362	29	implied	implied	JJ
cord-296717-ay4wcmk3	362	30	volatilities	volatility	NNS
cord-296717-ay4wcmk3	362	31	and	and	CC
cord-296717-ay4wcmk3	362	32	high	high	JJ
cord-296717-ay4wcmk3	362	33	-	-	HYPH
cord-296717-ay4wcmk3	362	34	frequency	frequency	NN
cord-296717-ay4wcmk3	362	35	index	index	NN
cord-296717-ay4wcmk3	362	36	returns[M]//Handbook	returns[m]//handbook	CD
cord-296717-ay4wcmk3	362	37	of	of	IN
cord-296717-ay4wcmk3	362	38	Quantitative	Quantitative	NNP
cord-296717-ay4wcmk3	362	39	Finance	Finance	NNP
cord-296717-ay4wcmk3	362	40	and	and	CC
cord-296717-ay4wcmk3	362	41	Risk	Risk	NNP
cord-296717-ay4wcmk3	362	42	Management	Management	NNP
cord-296717-ay4wcmk3	362	43	Modeling	Modeling	NNP
cord-296717-ay4wcmk3	362	44	and	and	CC
cord-296717-ay4wcmk3	362	45	pricing	price	VBG
cord-296717-ay4wcmk3	362	46	long	long	JJ
cord-296717-ay4wcmk3	362	47	memory	memory	NN
cord-296717-ay4wcmk3	362	48	in	in	IN
cord-296717-ay4wcmk3	362	49	stock	stock	NN
cord-296717-ay4wcmk3	362	50	market	market	NN
cord-296717-ay4wcmk3	362	51	volatility	volatility	NN
cord-296717-ay4wcmk3	363	1	The	the	DT
cord-296717-ay4wcmk3	363	2	Informational	Informational	NNP
cord-296717-ay4wcmk3	363	3	Content	Content	NNP
cord-296717-ay4wcmk3	363	4	of	of	IN
cord-296717-ay4wcmk3	363	5	Implied	Implied	NNP
cord-296717-ay4wcmk3	363	6	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	364	1	On	on	IN
cord-296717-ay4wcmk3	364	2	asymmetric	asymmetric	JJ
cord-296717-ay4wcmk3	364	3	relationship	relationship	NN
cord-296717-ay4wcmk3	364	4	of	of	IN
cord-296717-ay4wcmk3	364	5	India	India	NNP
cord-296717-ay4wcmk3	364	6	volatility	volatility	NN
cord-296717-ay4wcmk3	364	7	index	index	NN
cord-296717-ay4wcmk3	364	8	(	(	-LRB-
cord-296717-ay4wcmk3	364	9	India	India	NNP
cord-296717-ay4wcmk3	364	10	VIX	VIX	NNP
cord-296717-ay4wcmk3	364	11	)	)	-RRB-
cord-296717-ay4wcmk3	364	12	with	with	IN
cord-296717-ay4wcmk3	364	13	stock	stock	NN
cord-296717-ay4wcmk3	364	14	market	market	NN
cord-296717-ay4wcmk3	364	15	return	return	NN
cord-296717-ay4wcmk3	364	16	and	and	CC
cord-296717-ay4wcmk3	364	17	risk	risk	NN
cord-296717-ay4wcmk3	364	18	management	management	NN
cord-296717-ay4wcmk3	365	1	The	the	DT
cord-296717-ay4wcmk3	365	2	Hasty	Hasty	NNP
cord-296717-ay4wcmk3	365	3	Wisdom	Wisdom	NNP
cord-296717-ay4wcmk3	365	4	of	of	IN
cord-296717-ay4wcmk3	365	5	the	the	DT
cord-296717-ay4wcmk3	365	6	Mob	mob	NN
cord-296717-ay4wcmk3	366	1	:	:	:
cord-296717-ay4wcmk3	366	2	How	how	WRB
cord-296717-ay4wcmk3	366	3	Market	Market	NNP
cord-296717-ay4wcmk3	366	4	Sentiment	Sentiment	NNP
cord-296717-ay4wcmk3	366	5	Predicts	predict	VBZ
cord-296717-ay4wcmk3	366	6	Stock	Stock	NNP
cord-296717-ay4wcmk3	366	7	Market	Market	NNP
cord-296717-ay4wcmk3	366	8	Behavior	Behavior	NNP
cord-296717-ay4wcmk3	366	9	International	international	JJ
cord-296717-ay4wcmk3	366	10	volatility	volatility	NN
cord-296717-ay4wcmk3	366	11	risk	risk	NN
cord-296717-ay4wcmk3	366	12	and	and	CC
cord-296717-ay4wcmk3	366	13	Chinese	chinese	JJ
cord-296717-ay4wcmk3	366	14	stock	stock	NN
cord-296717-ay4wcmk3	366	15	return	return	NN
cord-296717-ay4wcmk3	366	16	predictability	predictability	NN
cord-296717-ay4wcmk3	367	1	Does	do	VBZ
cord-296717-ay4wcmk3	367	2	VIX	VIX	NNP
cord-296717-ay4wcmk3	367	3	truly	truly	RB
cord-296717-ay4wcmk3	367	4	Measure	measure	VB
cord-296717-ay4wcmk3	367	5	Return	return	NN
cord-296717-ay4wcmk3	367	6	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	367	7	Volatility	volatility	NN
cord-296717-ay4wcmk3	367	8	Clustering	Clustering	NNP
cord-296717-ay4wcmk3	367	9	in	in	IN
cord-296717-ay4wcmk3	367	10	Financial	Financial	NNP
cord-296717-ay4wcmk3	367	11	Markets	Markets	NNPS
cord-296717-ay4wcmk3	367	12	:	:	:
cord-296717-ay4wcmk3	368	1	Empirical	empirical	JJ
cord-296717-ay4wcmk3	368	2	Facts	Facts	NNPS
cord-296717-ay4wcmk3	368	3	and	and	CC
cord-296717-ay4wcmk3	368	4	Agent	Agent	NNP
cord-296717-ay4wcmk3	368	5	-	-	HYPH
cord-296717-ay4wcmk3	368	6	Based	Based	NNP
cord-296717-ay4wcmk3	368	7	Models	Models	NNPS
cord-296717-ay4wcmk3	368	8	Support	Support	NNP
cord-296717-ay4wcmk3	368	9	-	-	HYPH
cord-296717-ay4wcmk3	368	10	Vector	vector	NN
cord-296717-ay4wcmk3	368	11	Networks	Networks	NNP
cord-296717-ay4wcmk3	369	1	The	the	DT
cord-296717-ay4wcmk3	369	2	sum	sum	NN
cord-296717-ay4wcmk3	369	3	of	of	IN
cord-296717-ay4wcmk3	369	4	all	all	DT
cord-296717-ay4wcmk3	369	5	FEARS	fear	NNS
cord-296717-ay4wcmk3	369	6	investor	investor	NN
cord-296717-ay4wcmk3	369	7	sentiment	sentiment	NN
cord-296717-ay4wcmk3	369	8	and	and	CC
cord-296717-ay4wcmk3	369	9	asset	asset	NN
cord-296717-ay4wcmk3	369	10	prices	price	NNS
cord-296717-ay4wcmk3	369	11	Amazon	Amazon	NNP
cord-296717-ay4wcmk3	369	12	:	:	:
cord-296717-ay4wcmk3	369	13	Sentiment	Sentiment	NNP
cord-296717-ay4wcmk3	369	14	Extraction	Extraction	NNP
cord-296717-ay4wcmk3	369	15	from	from	IN
cord-296717-ay4wcmk3	369	16	Small	Small	NNP
cord-296717-ay4wcmk3	369	17	Talk	Talk	NNP
cord-296717-ay4wcmk3	369	18	on	on	IN
cord-296717-ay4wcmk3	369	19	the	the	DT
cord-296717-ay4wcmk3	369	20	Web	web	NN
cord-296717-ay4wcmk3	369	21	Derivatives	Derivatives	NNPS
cord-296717-ay4wcmk3	369	22	on	on	IN
cord-296717-ay4wcmk3	369	23	Market	Market	NNP
cord-296717-ay4wcmk3	369	24	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	369	25	and	and	CC
cord-296717-ay4wcmk3	369	26	the	the	DT
cord-296717-ay4wcmk3	369	27	Information	Information	NNP
cord-296717-ay4wcmk3	369	28	Content	Content	NNP
cord-296717-ay4wcmk3	369	29	of	of	IN
cord-296717-ay4wcmk3	369	30	Stock	Stock	NNP
cord-296717-ay4wcmk3	369	31	Index	Index	NNP
cord-296717-ay4wcmk3	369	32	Options	Options	NNPS
cord-296717-ay4wcmk3	369	33	Support	Support	NNP
cord-296717-ay4wcmk3	369	34	Vector	Vector	NNP
cord-296717-ay4wcmk3	369	35	Machines	Machines	NNPS
cord-296717-ay4wcmk3	369	36	:	:	:
cord-296717-ay4wcmk3	370	1	Optimization	Optimization	NNP
cord-296717-ay4wcmk3	370	2	Based	Based	NNP
cord-296717-ay4wcmk3	370	3	Theory	Theory	NNP
cord-296717-ay4wcmk3	370	4	,	,	,
cord-296717-ay4wcmk3	370	5	Algorithms	Algorithms	NNP
cord-296717-ay4wcmk3	370	6	,	,	,
cord-296717-ay4wcmk3	370	7	and	and	CC
cord-296717-ay4wcmk3	370	8	Extensions	Extensions	NNPS
cord-296717-ay4wcmk3	370	9	Asymmetric	Asymmetric	NNP
cord-296717-ay4wcmk3	370	10	Pricing	Pricing	NNP
cord-296717-ay4wcmk3	370	11	of	of	IN
cord-296717-ay4wcmk3	370	12	Implied	Implied	NNP
cord-296717-ay4wcmk3	370	13	Systematic	Systematic	NNP
cord-296717-ay4wcmk3	370	14	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	370	15	in	in	IN
cord-296717-ay4wcmk3	370	16	the	the	DT
cord-296717-ay4wcmk3	370	17	Cross	Cross	NNP
cord-296717-ay4wcmk3	370	18	-	-	HYPH
cord-296717-ay4wcmk3	370	19	Section	Section	NNP
cord-296717-ay4wcmk3	370	20	of	of	IN
cord-296717-ay4wcmk3	370	21	Expected	Expected	NNP
cord-296717-ay4wcmk3	370	22	Returns	return	VBZ
cord-296717-ay4wcmk3	370	23	A	a	DT
cord-296717-ay4wcmk3	370	24	Simplified	Simplified	NNP
cord-296717-ay4wcmk3	370	25	Pricing	Pricing	NNP
cord-296717-ay4wcmk3	370	26	Model	Model	NNP
cord-296717-ay4wcmk3	370	27	for	for	IN
cord-296717-ay4wcmk3	370	28	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	370	29	Futures	Futures	NNPS
cord-296717-ay4wcmk3	370	30	Predicting	Predicting	NNP
cord-296717-ay4wcmk3	370	31	Stock	Stock	NNP
cord-296717-ay4wcmk3	370	32	Market	Market	NNP
cord-296717-ay4wcmk3	370	33	Volatility	volatility	NN
cord-296717-ay4wcmk3	370	34	:	:	:
cord-296717-ay4wcmk3	370	35	A	a	DT
cord-296717-ay4wcmk3	370	36	New	new	JJ
cord-296717-ay4wcmk3	370	37	Measure	measure	NN
cord-296717-ay4wcmk3	371	1	The	the	DT
cord-296717-ay4wcmk3	371	2	Quality	Quality	NNP
cord-296717-ay4wcmk3	371	3	of	of	IN
cord-296717-ay4wcmk3	371	4	Market	Market	NNP
cord-296717-ay4wcmk3	371	5	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	371	6	Forecasts	forecast	NNS
cord-296717-ay4wcmk3	371	7	Implied	imply	VBN
cord-296717-ay4wcmk3	371	8	by	by	IN
cord-296717-ay4wcmk3	371	9	S&P100	S&P100	NNP
cord-296717-ay4wcmk3	371	10	Index	Index	NNP
cord-296717-ay4wcmk3	371	11	Option	Option	NNP
cord-296717-ay4wcmk3	371	12	Prices	price	NNS
cord-296717-ay4wcmk3	371	13	Googling	google	VBG
cord-296717-ay4wcmk3	371	14	Investor	Investor	NNP
cord-296717-ay4wcmk3	371	15	Sentiment	Sentiment	NNP
cord-296717-ay4wcmk3	371	16	around	around	IN
cord-296717-ay4wcmk3	371	17	the	the	DT
cord-296717-ay4wcmk3	371	18	World	World	NNP
cord-296717-ay4wcmk3	371	19	Implied	Implied	NNP
cord-296717-ay4wcmk3	371	20	volatility	volatility	NN
cord-296717-ay4wcmk3	371	21	indices	index	NNS
cord-296717-ay4wcmk3	371	22	as	as	IN
cord-296717-ay4wcmk3	371	23	leading	lead	VBG
cord-296717-ay4wcmk3	371	24	indicators	indicator	NNS
cord-296717-ay4wcmk3	371	25	of	of	IN
cord-296717-ay4wcmk3	371	26	stock	stock	NN
cord-296717-ay4wcmk3	371	27	index	index	NN
cord-296717-ay4wcmk3	371	28	returns	return	VBZ
cord-296717-ay4wcmk3	371	29	The	the	DT
cord-296717-ay4wcmk3	371	30	empirical	empirical	JJ
cord-296717-ay4wcmk3	371	31	mode	mode	NN
cord-296717-ay4wcmk3	371	32	decomposition	decomposition	NN
cord-296717-ay4wcmk3	371	33	and	and	CC
cord-296717-ay4wcmk3	371	34	the	the	DT
cord-296717-ay4wcmk3	371	35	Hilbert	Hilbert	NNP
cord-296717-ay4wcmk3	371	36	spectrum	spectrum	NN
cord-296717-ay4wcmk3	371	37	for	for	IN
cord-296717-ay4wcmk3	371	38	nonlinear	nonlinear	JJ
cord-296717-ay4wcmk3	371	39	and	and	CC
cord-296717-ay4wcmk3	371	40	non	non	JJ
cord-296717-ay4wcmk3	371	41	-	-	JJ
cord-296717-ay4wcmk3	371	42	stationary	stationary	JJ
cord-296717-ay4wcmk3	371	43	time	time	NN
cord-296717-ay4wcmk3	371	44	series	series	NN
cord-296717-ay4wcmk3	371	45	analysis	analysis	NN
cord-296717-ay4wcmk3	371	46	Asymmetric	asymmetric	JJ
cord-296717-ay4wcmk3	371	47	linkages	linkage	NNS
cord-296717-ay4wcmk3	371	48	among	among	IN
cord-296717-ay4wcmk3	371	49	the	the	DT
cord-296717-ay4wcmk3	371	50	fear	fear	NN
cord-296717-ay4wcmk3	371	51	index	index	NN
cord-296717-ay4wcmk3	371	52	and	and	CC
cord-296717-ay4wcmk3	371	53	emerging	emerge	VBG
cord-296717-ay4wcmk3	371	54	market	market	NN
cord-296717-ay4wcmk3	371	55	volatility	volatility	NN
cord-296717-ay4wcmk3	371	56	indices	index	NNS
cord-296717-ay4wcmk3	371	57	Modeling	model	VBG
cord-296717-ay4wcmk3	371	58	the	the	DT
cord-296717-ay4wcmk3	371	59	conditional	conditional	JJ
cord-296717-ay4wcmk3	371	60	distribution	distribution	NN
cord-296717-ay4wcmk3	371	61	of	of	IN
cord-296717-ay4wcmk3	371	62	interest	interest	NN
cord-296717-ay4wcmk3	371	63	rates	rate	NNS
cord-296717-ay4wcmk3	371	64	as	as	IN
cord-296717-ay4wcmk3	371	65	a	a	DT
cord-296717-ay4wcmk3	371	66	regime	regime	NN
cord-296717-ay4wcmk3	371	67	-	-	HYPH
cord-296717-ay4wcmk3	371	68	switching	switching	NN
cord-296717-ay4wcmk3	371	69	process	process	NN
cord-296717-ay4wcmk3	372	1	Forecasting	Forecasting	NNP
cord-296717-ay4wcmk3	372	2	Stock	Stock	NNP
cord-296717-ay4wcmk3	372	3	Return	Return	NNP
cord-296717-ay4wcmk3	372	4	Volatility	volatility	NN
cord-296717-ay4wcmk3	372	5	:	:	:
cord-296717-ay4wcmk3	373	1	A	a	DT
cord-296717-ay4wcmk3	373	2	Comparison	comparison	NN
cord-296717-ay4wcmk3	373	3	of	of	IN
cord-296717-ay4wcmk3	373	4	Garch	Garch	NNP
cord-296717-ay4wcmk3	373	5	,	,	,
cord-296717-ay4wcmk3	373	6	Implied	Implied	NNP
cord-296717-ay4wcmk3	373	7	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	373	8	,	,	,
cord-296717-ay4wcmk3	373	9	and	and	CC
cord-296717-ay4wcmk3	373	10	Realized	realize	VBD
cord-296717-ay4wcmk3	373	11	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	373	12	Models	Models	NNPS
cord-296717-ay4wcmk3	373	13	Estimating	Estimating	NNP
cord-296717-ay4wcmk3	373	14	and	and	CC
cord-296717-ay4wcmk3	373	15	using	use	VBG
cord-296717-ay4wcmk3	373	16	GARCH	garch	NN
cord-296717-ay4wcmk3	373	17	models	model	NNS
cord-296717-ay4wcmk3	373	18	with	with	IN
cord-296717-ay4wcmk3	373	19	VIX	VIX	NNP
cord-296717-ay4wcmk3	373	20	data	datum	NNS
cord-296717-ay4wcmk3	373	21	for	for	IN
cord-296717-ay4wcmk3	373	22	option	option	NN
cord-296717-ay4wcmk3	373	23	valuation	valuation	NN
cord-296717-ay4wcmk3	373	24	Investor	Investor	NNP
cord-296717-ay4wcmk3	373	25	Sentiment	Sentiment	NNP
cord-296717-ay4wcmk3	373	26	from	from	IN
cord-296717-ay4wcmk3	373	27	Internet	Internet	NNP
cord-296717-ay4wcmk3	373	28	Message	message	NN
cord-296717-ay4wcmk3	373	29	Postings	Postings	NNPS
cord-296717-ay4wcmk3	373	30	and	and	CC
cord-296717-ay4wcmk3	373	31	the	the	DT
cord-296717-ay4wcmk3	373	32	Predictability	Predictability	NNP
cord-296717-ay4wcmk3	373	33	of	of	IN
cord-296717-ay4wcmk3	373	34	Stock	Stock	NNP
cord-296717-ay4wcmk3	373	35	Returns	Returns	NNPS
cord-296717-ay4wcmk3	373	36	Computing	compute	VBG
cord-296717-ay4wcmk3	373	37	observation	observation	NN
cord-296717-ay4wcmk3	373	38	weights	weight	NNS
cord-296717-ay4wcmk3	373	39	for	for	IN
cord-296717-ay4wcmk3	373	40	signal	signal	NN
cord-296717-ay4wcmk3	373	41	extraction	extraction	NN
cord-296717-ay4wcmk3	373	42	and	and	CC
cord-296717-ay4wcmk3	373	43	filtering	filter	VBG
cord-296717-ay4wcmk3	373	44	Investor	Investor	NNP
cord-296717-ay4wcmk3	373	45	Sentiment	Sentiment	NNP
cord-296717-ay4wcmk3	373	46	and	and	CC
cord-296717-ay4wcmk3	373	47	the	the	DT
cord-296717-ay4wcmk3	373	48	Closed	Closed	NNP
cord-296717-ay4wcmk3	373	49	-	-	HYPH
cord-296717-ay4wcmk3	373	50	End	End	NNP
cord-296717-ay4wcmk3	373	51	Fund	Fund	NNP
cord-296717-ay4wcmk3	373	52	Puzzle	Puzzle	NNP
cord-296717-ay4wcmk3	373	53	Fault	Fault	NNP
cord-296717-ay4wcmk3	373	54	diagnosis	diagnosis	NN
cord-296717-ay4wcmk3	373	55	of	of	IN
cord-296717-ay4wcmk3	373	56	rotating	rotate	VBG
cord-296717-ay4wcmk3	373	57	machinery	machinery	NN
cord-296717-ay4wcmk3	373	58	using	use	VBG
cord-296717-ay4wcmk3	373	59	an	an	DT
cord-296717-ay4wcmk3	373	60	improved	improved	JJ
cord-296717-ay4wcmk3	373	61	HHT	HHT	NNP
cord-296717-ay4wcmk3	373	62	based	base	VBN
cord-296717-ay4wcmk3	373	63	on	on	IN
cord-296717-ay4wcmk3	373	64	EEMD	EEMD	NNP
cord-296717-ay4wcmk3	373	65	and	and	CC
cord-296717-ay4wcmk3	373	66	sensitive	sensitive	JJ
cord-296717-ay4wcmk3	373	67	IMFs	imf	NNS
cord-296717-ay4wcmk3	373	68	Consumer	consumer	NN
cord-296717-ay4wcmk3	373	69	confidence	confidence	NN
cord-296717-ay4wcmk3	373	70	and	and	CC
cord-296717-ay4wcmk3	373	71	asset	asset	NN
cord-296717-ay4wcmk3	373	72	prices	price	NNS
cord-296717-ay4wcmk3	373	73	:	:	:
cord-296717-ay4wcmk3	373	74	some	some	DT
cord-296717-ay4wcmk3	373	75	empirical	empirical	JJ
cord-296717-ay4wcmk3	373	76	evidence	evidence	NN
cord-296717-ay4wcmk3	373	77	Discovering	discover	VBG
cord-296717-ay4wcmk3	373	78	Public	Public	NNP
cord-296717-ay4wcmk3	373	79	Sentiment	Sentiment	NNP
cord-296717-ay4wcmk3	373	80	in	in	IN
cord-296717-ay4wcmk3	373	81	Social	Social	NNP
cord-296717-ay4wcmk3	373	82	Media	Media	NNP
cord-296717-ay4wcmk3	373	83	for	for	IN
cord-296717-ay4wcmk3	373	84	Predicting	Predicting	NNP
cord-296717-ay4wcmk3	373	85	Stock	Stock	NNP
cord-296717-ay4wcmk3	373	86	Movement	Movement	NNP
cord-296717-ay4wcmk3	373	87	of	of	IN
cord-296717-ay4wcmk3	373	88	Publicly	publicly	RB
cord-296717-ay4wcmk3	373	89	Listed	list	VBN
cord-296717-ay4wcmk3	373	90	Companies	Companies	NNPS
cord-296717-ay4wcmk3	373	91	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	373	92	index	index	NN
cord-296717-ay4wcmk3	373	93	and	and	CC
cord-296717-ay4wcmk3	373	94	the	the	DT
cord-296717-ay4wcmk3	373	95	return	return	NN
cord-296717-ay4wcmk3	373	96	-	-	HYPH
cord-296717-ay4wcmk3	373	97	volatility	volatility	NN
cord-296717-ay4wcmk3	373	98	relation	relation	NN
cord-296717-ay4wcmk3	373	99	:	:	:
cord-296717-ay4wcmk3	373	100	Intraday	intraday	JJ
cord-296717-ay4wcmk3	373	101	evidence	evidence	NN
cord-296717-ay4wcmk3	373	102	from	from	IN
cord-296717-ay4wcmk3	373	103	Chinese	chinese	JJ
cord-296717-ay4wcmk3	373	104	options	option	NNS
cord-296717-ay4wcmk3	373	105	market	market	NN
cord-296717-ay4wcmk3	373	106	Support	Support	NNP
cord-296717-ay4wcmk3	373	107	vector	vector	NN
cord-296717-ay4wcmk3	373	108	machines	machine	NNS
cord-296717-ay4wcmk3	373	109	and	and	CC
cord-296717-ay4wcmk3	373	110	Word2vec	word2vec	NN
cord-296717-ay4wcmk3	373	111	for	for	IN
cord-296717-ay4wcmk3	373	112	text	text	NN
cord-296717-ay4wcmk3	373	113	classification	classification	NN
cord-296717-ay4wcmk3	373	114	with	with	IN
cord-296717-ay4wcmk3	373	115	semantic	semantic	JJ
cord-296717-ay4wcmk3	373	116	features	feature	NNS
cord-296717-ay4wcmk3	374	1	A	a	DT
cord-296717-ay4wcmk3	374	2	Survey	Survey	NNP
cord-296717-ay4wcmk3	374	3	of	of	IN
cord-296717-ay4wcmk3	374	4	Opinion	Opinion	NNP
cord-296717-ay4wcmk3	374	5	Mining	Mining	NNP
cord-296717-ay4wcmk3	374	6	and	and	CC
cord-296717-ay4wcmk3	374	7	Sentiment	Sentiment	NNP
cord-296717-ay4wcmk3	374	8	Analysis	Analysis	NNP
cord-296717-ay4wcmk3	375	1	Understanding	understand	VBG
cord-296717-ay4wcmk3	375	2	Business	business	NN
cord-296717-ay4wcmk3	375	3	Cycles	Cycles	NNPS
cord-296717-ay4wcmk3	376	1	A	a	DT
cord-296717-ay4wcmk3	376	2	COMPLETE	complete	JJ
cord-296717-ay4wcmk3	376	3	ENSEMBLE	ensemble	NN
cord-296717-ay4wcmk3	376	4	EMPIRICAL	empirical	JJ
cord-296717-ay4wcmk3	376	5	MODE	mode	NN
cord-296717-ay4wcmk3	376	6	DECOMPOSITION	decomposition	NN
cord-296717-ay4wcmk3	376	7	WITH	with	IN
cord-296717-ay4wcmk3	377	1	ADAPTIVE	ADAPTIVE	NNP
cord-296717-ay4wcmk3	377	2	A	a	DT
cord-296717-ay4wcmk3	377	3	look	look	NN
cord-296717-ay4wcmk3	377	4	into	into	IN
cord-296717-ay4wcmk3	377	5	the	the	DT
cord-296717-ay4wcmk3	377	6	factor	factor	NN
cord-296717-ay4wcmk3	377	7	model	model	NN
cord-296717-ay4wcmk3	377	8	black	black	JJ
cord-296717-ay4wcmk3	377	9	box	box	NN
cord-296717-ay4wcmk3	377	10	:	:	:
cord-296717-ay4wcmk3	378	1	Publication	publication	NN
cord-296717-ay4wcmk3	378	2	lags	lag	VBZ
cord-296717-ay4wcmk3	378	3	and	and	CC
cord-296717-ay4wcmk3	378	4	the	the	DT
cord-296717-ay4wcmk3	378	5	role	role	NN
cord-296717-ay4wcmk3	378	6	of	of	IN
cord-296717-ay4wcmk3	378	7	hard	hard	JJ
cord-296717-ay4wcmk3	378	8	and	and	CC
cord-296717-ay4wcmk3	378	9	soft	soft	JJ
cord-296717-ay4wcmk3	378	10	data	datum	NNS
cord-296717-ay4wcmk3	378	11	in	in	IN
cord-296717-ay4wcmk3	378	12	forecasting	forecast	VBG
cord-296717-ay4wcmk3	378	13	GDP	GDP	NNP
cord-296717-ay4wcmk3	378	14	Predicting	predict	VBG
cord-296717-ay4wcmk3	378	15	Financial	Financial	NNP
cord-296717-ay4wcmk3	378	16	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	378	17	:	:	:
cord-296717-ay4wcmk3	379	1	High	High	NNP
cord-296717-ay4wcmk3	379	2	Frequency	Frequency	NNP
cord-296717-ay4wcmk3	379	3	Time	Time	NNP
cord-296717-ay4wcmk3	379	4	Series	Series	NNP
cord-296717-ay4wcmk3	379	5	Forecasts	Forecasts	NNPS
cord-296717-ay4wcmk3	379	6	vis	vis	FW
cord-296717-ay4wcmk3	379	7	-	-	HYPH
cord-296717-ay4wcmk3	379	8	à	à	FW
cord-296717-ay4wcmk3	379	9	-	-	HYPH
cord-296717-ay4wcmk3	379	10	vis	vis	FW
cord-296717-ay4wcmk3	379	11	Implied	imply	VBD
cord-296717-ay4wcmk3	379	12	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	379	13	Districted	Districted	NNP
cord-296717-ay4wcmk3	379	14	representations	representation	NNS
cord-296717-ay4wcmk3	379	15	of	of	IN
cord-296717-ay4wcmk3	379	16	words	word	NNS
cord-296717-ay4wcmk3	379	17	and	and	CC
cord-296717-ay4wcmk3	379	18	phrases	phrase	NNS
cord-296717-ay4wcmk3	379	19	and	and	CC
cord-296717-ay4wcmk3	379	20	their	-PRON-	PRP$
cord-296717-ay4wcmk3	379	21	compositionality	compositionality	NN
cord-296717-ay4wcmk3	379	22	flexible	flexible	JJ
cord-296717-ay4wcmk3	379	23	distributed	distribute	VBN
cord-296717-ay4wcmk3	379	24	lag	lag	NN
cord-296717-ay4wcmk3	379	25	technique	technique	NN
cord-296717-ay4wcmk3	379	26	:	:	:
cord-296717-ay4wcmk3	380	1	The	the	DT
cord-296717-ay4wcmk3	380	2	polynomial	polynomial	JJ
cord-296717-ay4wcmk3	380	3	inverse	inverse	NN
cord-296717-ay4wcmk3	380	4	lag	lag	NN
cord-296717-ay4wcmk3	380	5	Are	be	VBP
cord-296717-ay4wcmk3	380	6	Investors	investor	NNS
cord-296717-ay4wcmk3	380	7	Reluctant	reluctant	JJ
cord-296717-ay4wcmk3	380	8	to	to	TO
cord-296717-ay4wcmk3	380	9	Realize	realize	VB
cord-296717-ay4wcmk3	380	10	Their	-PRON-	PRP$
cord-296717-ay4wcmk3	380	11	Losses	loss	NNS
cord-296717-ay4wcmk3	380	12	Sentiment	Sentiment	NNP
cord-296717-ay4wcmk3	380	13	and	and	CC
cord-296717-ay4wcmk3	380	14	asset	asset	NN
cord-296717-ay4wcmk3	380	15	price	price	NN
cord-296717-ay4wcmk3	380	16	bubble	bubble	NN
cord-296717-ay4wcmk3	380	17	in	in	IN
cord-296717-ay4wcmk3	380	18	the	the	DT
cord-296717-ay4wcmk3	380	19	precious	precious	JJ
cord-296717-ay4wcmk3	380	20	metals	metal	NNS
cord-296717-ay4wcmk3	380	21	markets	market	NNS
cord-296717-ay4wcmk3	380	22	Analysing	analyse	VBG
cord-296717-ay4wcmk3	380	23	financial	financial	JJ
cord-296717-ay4wcmk3	380	24	contagion	contagion	NN
cord-296717-ay4wcmk3	380	25	and	and	CC
cord-296717-ay4wcmk3	380	26	asymmetric	asymmetric	JJ
cord-296717-ay4wcmk3	380	27	market	market	NN
cord-296717-ay4wcmk3	380	28	dependence	dependence	NN
cord-296717-ay4wcmk3	380	29	with	with	IN
cord-296717-ay4wcmk3	380	30	volatility	volatility	NN
cord-296717-ay4wcmk3	380	31	indices	index	NNS
cord-296717-ay4wcmk3	380	32	via	via	IN
cord-296717-ay4wcmk3	380	33	copulas	copula	NNS
cord-296717-ay4wcmk3	380	34	Idiosyncratic	idiosyncratic	JJ
cord-296717-ay4wcmk3	380	35	volatility	volatility	NN
cord-296717-ay4wcmk3	380	36	,	,	,
cord-296717-ay4wcmk3	380	37	the	the	DT
cord-296717-ay4wcmk3	380	38	VIX	vix	NN
cord-296717-ay4wcmk3	380	39	and	and	CC
cord-296717-ay4wcmk3	380	40	stock	stock	NN
cord-296717-ay4wcmk3	380	41	returns	return	NNS
cord-296717-ay4wcmk3	380	42	Examining	examine	VBG
cord-296717-ay4wcmk3	380	43	the	the	DT
cord-296717-ay4wcmk3	380	44	influence	influence	NN
cord-296717-ay4wcmk3	380	45	of	of	IN
cord-296717-ay4wcmk3	380	46	stock	stock	NN
cord-296717-ay4wcmk3	380	47	market	market	NN
cord-296717-ay4wcmk3	380	48	variables	variable	NNS
cord-296717-ay4wcmk3	380	49	on	on	IN
cord-296717-ay4wcmk3	380	50	microblogging	microblogging	NN
cord-296717-ay4wcmk3	380	51	sentiment	sentiment	NN
cord-296717-ay4wcmk3	380	52	Improving	improve	VBG
cord-296717-ay4wcmk3	380	53	volatility	volatility	NN
cord-296717-ay4wcmk3	380	54	forecasting	forecasting	NN
cord-296717-ay4wcmk3	380	55	based	base	VBN
cord-296717-ay4wcmk3	380	56	on	on	IN
cord-296717-ay4wcmk3	380	57	Chinese	chinese	JJ
cord-296717-ay4wcmk3	380	58	volatility	volatility	NN
cord-296717-ay4wcmk3	380	59	index	index	NN
cord-296717-ay4wcmk3	380	60	information	information	NN
cord-296717-ay4wcmk3	380	61	:	:	:
cord-296717-ay4wcmk3	380	62	Evidence	evidence	NN
cord-296717-ay4wcmk3	380	63	from	from	IN
cord-296717-ay4wcmk3	380	64	CSI	CSI	NNP
cord-296717-ay4wcmk3	380	65	300	300	CD
cord-296717-ay4wcmk3	380	66	index	index	NN
cord-296717-ay4wcmk3	380	67	and	and	CC
cord-296717-ay4wcmk3	380	68	futures	future	NNS
cord-296717-ay4wcmk3	380	69	markets	market	NNS
cord-296717-ay4wcmk3	380	70	Investor	Investor	NNP
cord-296717-ay4wcmk3	380	71	sentiment	sentiment	NN
cord-296717-ay4wcmk3	380	72	measures	measure	NNS
cord-296717-ay4wcmk3	380	73	.	.	.
cord-296717-ay4wcmk3	381	1	No	no	UH
cord-296717-ay4wcmk3	381	2	.	.	.
cord-296717-ay4wcmk3	382	1	w10794	w10794	NN
cord-296717-ay4wcmk3	383	1	Intraday	intraday	JJ
cord-296717-ay4wcmk3	383	2	online	online	JJ
cord-296717-ay4wcmk3	383	3	investor	investor	NN
cord-296717-ay4wcmk3	383	4	sentiment	sentiment	NN
cord-296717-ay4wcmk3	383	5	and	and	CC
cord-296717-ay4wcmk3	383	6	return	return	NN
cord-296717-ay4wcmk3	383	7	patterns	pattern	NNS
cord-296717-ay4wcmk3	383	8	in	in	IN
cord-296717-ay4wcmk3	383	9	the	the	DT
cord-296717-ay4wcmk3	383	10	US	US	NNP
cord-296717-ay4wcmk3	383	11	stock	stock	NN
cord-296717-ay4wcmk3	383	12	market	market	NN
cord-296717-ay4wcmk3	383	13	Is	be	VBZ
cord-296717-ay4wcmk3	383	14	VIX	vix	NN
cord-296717-ay4wcmk3	384	1	an	an	DT
cord-296717-ay4wcmk3	384	2	investor	investor	NN
cord-296717-ay4wcmk3	384	3	fear	fear	NN
cord-296717-ay4wcmk3	384	4	gauge	gauge	NN
cord-296717-ay4wcmk3	384	5	in	in	IN
cord-296717-ay4wcmk3	384	6	BRIC	BRIC	NNP
cord-296717-ay4wcmk3	384	7	equity	equity	NN
cord-296717-ay4wcmk3	384	8	markets	market	NNS
cord-296717-ay4wcmk3	384	9	Investor	Investor	NNP
cord-296717-ay4wcmk3	384	10	sentiment	sentiment	NN
cord-296717-ay4wcmk3	384	11	and	and	CC
cord-296717-ay4wcmk3	384	12	stock	stock	NN
cord-296717-ay4wcmk3	384	13	returns	return	NNS
cord-296717-ay4wcmk3	385	1	:	:	:
cord-296717-ay4wcmk3	385	2	some	some	DT
cord-296717-ay4wcmk3	385	3	international	international	JJ
cord-296717-ay4wcmk3	385	4	evidence	evidence	NN
cord-296717-ay4wcmk3	386	1	The	the	DT
cord-296717-ay4wcmk3	386	2	information	information	NN
cord-296717-ay4wcmk3	386	3	content	content	NN
cord-296717-ay4wcmk3	386	4	of	of	IN
cord-296717-ay4wcmk3	386	5	implied	imply	VBN
cord-296717-ay4wcmk3	386	6	volatility	volatility	NN
cord-296717-ay4wcmk3	386	7	index	index	NN
cord-296717-ay4wcmk3	386	8	(	(	-LRB-
cord-296717-ay4wcmk3	386	9	India	India	NNP
cord-296717-ay4wcmk3	386	10	VIX	VIX	NNP
cord-296717-ay4wcmk3	386	11	)	)	-RRB-
cord-296717-ay4wcmk3	386	12	[	[	-LRB-
cord-296717-ay4wcmk3	386	13	J	J	NNP
cord-296717-ay4wcmk3	386	14	]	]	-RRB-
cord-296717-ay4wcmk3	386	15	.	.	.
cord-296717-ay4wcmk3	387	1	global	global	JJ
cord-296717-ay4wcmk3	387	2	business	business	NN
cord-296717-ay4wcmk3	387	3	perspectives	perspective	NNS
cord-296717-ay4wcmk3	388	1	The	the	DT
cord-296717-ay4wcmk3	388	2	2016	2016	CD
cord-296717-ay4wcmk3	388	3	US	US	NNP
cord-296717-ay4wcmk3	388	4	presidential	presidential	JJ
cord-296717-ay4wcmk3	388	5	election	election	NN
cord-296717-ay4wcmk3	388	6	and	and	CC
cord-296717-ay4wcmk3	388	7	the	the	DT
cord-296717-ay4wcmk3	388	8	Stock	Stock	NNP
cord-296717-ay4wcmk3	388	9	,	,	,
cord-296717-ay4wcmk3	388	10	FX	FX	NNP
cord-296717-ay4wcmk3	388	11	and	and	CC
cord-296717-ay4wcmk3	388	12	VIX	VIX	NNP
cord-296717-ay4wcmk3	388	13	markets	market	NNS
cord-296717-ay4wcmk3	389	1	The	the	DT
cord-296717-ay4wcmk3	389	2	investor	investor	NN
cord-296717-ay4wcmk3	389	3	sentiment	sentiment	NN
cord-296717-ay4wcmk3	389	4	mined	mine	VBN
cord-296717-ay4wcmk3	389	5	from	from	IN
cord-296717-ay4wcmk3	389	6	WeChat	WeChat	NNP
cord-296717-ay4wcmk3	389	7	text	text	NN
cord-296717-ay4wcmk3	389	8	and	and	CC
cord-296717-ay4wcmk3	389	9	stock	stock	NN
cord-296717-ay4wcmk3	389	10	market	market	NN
cord-296717-ay4wcmk3	389	11	performance	performance	NN
cord-296717-ay4wcmk3	390	1	An	an	DT
cord-296717-ay4wcmk3	390	2	investor	investor	NN
cord-296717-ay4wcmk3	390	3	sentiment	sentiment	NN
cord-296717-ay4wcmk3	390	4	barometer	barometer	NN
cord-296717-ay4wcmk3	390	5	-Greek	-Greek	.
cord-296717-ay4wcmk3	391	1	Implied	Implied	NNP
cord-296717-ay4wcmk3	391	2	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	391	3	Index	Index	NNP
cord-296717-ay4wcmk3	391	4	(	(	-LRB-
cord-296717-ay4wcmk3	391	5	GRIV	GRIV	NNP
cord-296717-ay4wcmk3	391	6	News	News	NNP
cord-296717-ay4wcmk3	391	7	sentiment	sentiment	NN
cord-296717-ay4wcmk3	391	8	and	and	CC
cord-296717-ay4wcmk3	391	9	the	the	DT
cord-296717-ay4wcmk3	391	10	investor	investor	NN
cord-296717-ay4wcmk3	391	11	fear	fear	NN
cord-296717-ay4wcmk3	391	12	gauge	gauge	NN
cord-296717-ay4wcmk3	391	13	Risk	risk	NN
cord-296717-ay4wcmk3	391	14	-	-	HYPH
cord-296717-ay4wcmk3	391	15	on	on	IN
cord-296717-ay4wcmk3	391	16	/	/	SYM
cord-296717-ay4wcmk3	391	17	Risk	risk	NN
cord-296717-ay4wcmk3	391	18	-	-	HYPH
cord-296717-ay4wcmk3	391	19	off	off	NN
cord-296717-ay4wcmk3	391	20	:	:	:
cord-296717-ay4wcmk3	391	21	Financial	financial	JJ
cord-296717-ay4wcmk3	391	22	market	market	NN
cord-296717-ay4wcmk3	391	23	response	response	NN
cord-296717-ay4wcmk3	391	24	to	to	IN
cord-296717-ay4wcmk3	391	25	investor	investor	NN
cord-296717-ay4wcmk3	391	26	fear	fear	VB
cord-296717-ay4wcmk3	391	27	The	the	DT
cord-296717-ay4wcmk3	391	28	importance	importance	NN
cord-296717-ay4wcmk3	391	29	of	of	IN
cord-296717-ay4wcmk3	391	30	fear	fear	NN
cord-296717-ay4wcmk3	391	31	:	:	:
cord-296717-ay4wcmk3	391	32	investor	investor	NN
cord-296717-ay4wcmk3	391	33	sentiment	sentiment	NN
cord-296717-ay4wcmk3	391	34	and	and	CC
cord-296717-ay4wcmk3	391	35	stock	stock	NN
cord-296717-ay4wcmk3	391	36	market	market	NN
cord-296717-ay4wcmk3	391	37	returns	return	NNS
cord-296717-ay4wcmk3	392	1	International	international	JJ
cord-296717-ay4wcmk3	392	2	implied	imply	VBD
cord-296717-ay4wcmk3	392	3	volatility	volatility	NN
cord-296717-ay4wcmk3	392	4	risk	risk	NN
cord-296717-ay4wcmk3	392	5	indexes	index	NNS
cord-296717-ay4wcmk3	392	6	and	and	CC
cord-296717-ay4wcmk3	392	7	Saudi	saudi	JJ
cord-296717-ay4wcmk3	392	8	stock	stock	NN
cord-296717-ay4wcmk3	392	9	return	return	NN
cord-296717-ay4wcmk3	392	10	-	-	HYPH
cord-296717-ay4wcmk3	392	11	volatility	volatility	NN
cord-296717-ay4wcmk3	392	12	predictabilities	predictability	NNS
cord-296717-ay4wcmk3	392	13	Investor	Investor	NNP
cord-296717-ay4wcmk3	392	14	sentiment	sentiment	NN
cord-296717-ay4wcmk3	392	15	extracted	extract	VBN
cord-296717-ay4wcmk3	392	16	from	from	IN
cord-296717-ay4wcmk3	392	17	internet	internet	NN
cord-296717-ay4wcmk3	392	18	stock	stock	NN
cord-296717-ay4wcmk3	392	19	message	message	NN
cord-296717-ay4wcmk3	392	20	boards	board	NNS
cord-296717-ay4wcmk3	392	21	and	and	CC
cord-296717-ay4wcmk3	392	22	IPO	ipo	NN
cord-296717-ay4wcmk3	392	23	puzzles	puzzle	NNS
cord-296717-ay4wcmk3	392	24	Integration	Integration	NNP
cord-296717-ay4wcmk3	392	25	of	of	IN
cord-296717-ay4wcmk3	392	26	EEMD	EEMD	NNP
cord-296717-ay4wcmk3	392	27	and	and	CC
cord-296717-ay4wcmk3	392	28	ICA	ICA	NNP
cord-296717-ay4wcmk3	392	29	for	for	IN
cord-296717-ay4wcmk3	392	30	wind	wind	NN
cord-296717-ay4wcmk3	392	31	turbine	turbine	NN
cord-296717-ay4wcmk3	392	32	gearbox	gearbox	JJ
cord-296717-ay4wcmk3	392	33	diagnosis	diagnosis	NN
cord-296717-ay4wcmk3	393	1	Improved	improve	VBN
cord-296717-ay4wcmk3	393	2	annual	annual	JJ
cord-296717-ay4wcmk3	393	3	rainfall	rainfall	NN
cord-296717-ay4wcmk3	393	4	-	-	HYPH
cord-296717-ay4wcmk3	393	5	runoff	runoff	NN
cord-296717-ay4wcmk3	393	6	forecasting	forecasting	NN
cord-296717-ay4wcmk3	393	7	using	use	VBG
cord-296717-ay4wcmk3	393	8	PSO	PSO	NNP
cord-296717-ay4wcmk3	393	9	-	-	HYPH
cord-296717-ay4wcmk3	393	10	SVM	SVM	NNP
cord-296717-ay4wcmk3	393	11	model	model	NN
cord-296717-ay4wcmk3	393	12	based	base	VBN
cord-296717-ay4wcmk3	393	13	on	on	IN
cord-296717-ay4wcmk3	393	14	EEMD	EEMD	NNP
cord-296717-ay4wcmk3	394	1	The	the	DT
cord-296717-ay4wcmk3	394	2	investor	investor	NN
cord-296717-ay4wcmk3	394	3	fear	fear	NN
cord-296717-ay4wcmk3	394	4	gauge	gauge	NN
cord-296717-ay4wcmk3	394	5	:	:	:
cord-296717-ay4wcmk3	394	6	Explication	explication	NN
cord-296717-ay4wcmk3	394	7	of	of	IN
cord-296717-ay4wcmk3	394	8	the	the	DT
cord-296717-ay4wcmk3	394	9	CBOE	CBOE	NNP
cord-296717-ay4wcmk3	394	10	VIX	VIX	NNP
cord-296717-ay4wcmk3	394	11	Understanding	understand	VBG
cord-296717-ay4wcmk3	394	12	the	the	DT
cord-296717-ay4wcmk3	394	13	VIX	VIX	NNP
cord-296717-ay4wcmk3	394	14	Joint	Joint	NNP
cord-296717-ay4wcmk3	394	15	Word2vec	Word2vec	NNP
cord-296717-ay4wcmk3	394	16	Networks	Networks	NNPS
cord-296717-ay4wcmk3	394	17	for	for	IN
cord-296717-ay4wcmk3	394	18	Bilingual	bilingual	JJ
cord-296717-ay4wcmk3	394	19	Semantic	Semantic	NNP
cord-296717-ay4wcmk3	394	20	Representations	representation	NNS
cord-296717-ay4wcmk3	395	1	A	a	DT
cord-296717-ay4wcmk3	395	2	Decision	Decision	NNP
cord-296717-ay4wcmk3	395	3	Support	Support	NNP
cord-296717-ay4wcmk3	395	4	Approach	Approach	NNP
cord-296717-ay4wcmk3	395	5	for	for	IN
cord-296717-ay4wcmk3	395	6	Online	Online	NNP
cord-296717-ay4wcmk3	395	7	Stock	Stock	NNP
cord-296717-ay4wcmk3	395	8	Forum	Forum	NNP
cord-296717-ay4wcmk3	395	9	Sentiment	Sentiment	NNP
cord-296717-ay4wcmk3	395	10	Analysis	Analysis	NNP
cord-296717-ay4wcmk3	395	11	Non	Non	NNP
cord-296717-ay4wcmk3	395	12	-	-	NN
cord-296717-ay4wcmk3	395	13	linearity	linearity	NN
cord-296717-ay4wcmk3	395	14	,	,	,
cord-296717-ay4wcmk3	395	15	persistence	persistence	NN
cord-296717-ay4wcmk3	395	16	and	and	CC
cord-296717-ay4wcmk3	395	17	spillover	spillover	NN
cord-296717-ay4wcmk3	395	18	effects	effect	NNS
cord-296717-ay4wcmk3	395	19	in	in	IN
cord-296717-ay4wcmk3	395	20	stock	stock	NN
cord-296717-ay4wcmk3	395	21	returns	return	NNS
cord-296717-ay4wcmk3	395	22	:	:	:
cord-296717-ay4wcmk3	395	23	the	the	DT
cord-296717-ay4wcmk3	395	24	role	role	NN
cord-296717-ay4wcmk3	395	25	of	of	IN
cord-296717-ay4wcmk3	395	26	the	the	DT
cord-296717-ay4wcmk3	395	27	volatility	volatility	NN
cord-296717-ay4wcmk3	395	28	index	index	NN
cord-296717-ay4wcmk3	395	29	A	a	DT
cord-296717-ay4wcmk3	395	30	study	study	NN
cord-296717-ay4wcmk3	395	31	of	of	IN
cord-296717-ay4wcmk3	395	32	the	the	DT
cord-296717-ay4wcmk3	395	33	characteristics	characteristic	NNS
cord-296717-ay4wcmk3	395	34	of	of	IN
cord-296717-ay4wcmk3	395	35	white	white	JJ
cord-296717-ay4wcmk3	395	36	noise	noise	NN
cord-296717-ay4wcmk3	395	37	using	use	VBG
cord-296717-ay4wcmk3	395	38	the	the	DT
cord-296717-ay4wcmk3	395	39	empirical	empirical	JJ
cord-296717-ay4wcmk3	395	40	mode	mode	NN
cord-296717-ay4wcmk3	395	41	decomposition	decomposition	NN
cord-296717-ay4wcmk3	395	42	method	method	NN
cord-296717-ay4wcmk3	395	43	Investor	Investor	NNP
cord-296717-ay4wcmk3	395	44	Sentiment	Sentiment	NNP
cord-296717-ay4wcmk3	395	45	and	and	CC
cord-296717-ay4wcmk3	395	46	the	the	DT
cord-296717-ay4wcmk3	395	47	Cross	Cross	NNP
cord-296717-ay4wcmk3	395	48	-	-	HYPH
cord-296717-ay4wcmk3	395	49	Section	Section	NNP
cord-296717-ay4wcmk3	395	50	of	of	IN
cord-296717-ay4wcmk3	395	51	Stock	Stock	NNP
cord-296717-ay4wcmk3	395	52	Returns	return	VBZ
cord-296717-ay4wcmk3	395	53	A	a	DT
cord-296717-ay4wcmk3	395	54	weekly	weekly	JJ
cord-296717-ay4wcmk3	395	55	sentiment	sentiment	NN
cord-296717-ay4wcmk3	395	56	index	index	NN
cord-296717-ay4wcmk3	395	57	and	and	CC
cord-296717-ay4wcmk3	395	58	the	the	DT
cord-296717-ay4wcmk3	395	59	cross	cross	NN
cord-296717-ay4wcmk3	395	60	-	-	NN
cord-296717-ay4wcmk3	395	61	section	section	NN
cord-296717-ay4wcmk3	395	62	of	of	IN
cord-296717-ay4wcmk3	395	63	stock	stock	NN
cord-296717-ay4wcmk3	395	64	returns	return	NNS
cord-296717-ay4wcmk3	395	65	Do	do	VBP
cord-296717-ay4wcmk3	395	66	investor	investor	NN
cord-296717-ay4wcmk3	395	67	sentiment	sentiment	NN
cord-296717-ay4wcmk3	395	68	,	,	,
cord-296717-ay4wcmk3	395	69	weather	weather	NN
cord-296717-ay4wcmk3	395	70	and	and	CC
cord-296717-ay4wcmk3	395	71	catastrophe	catastrophe	NN
cord-296717-ay4wcmk3	395	72	effects	effect	NNS
cord-296717-ay4wcmk3	395	73	improve	improve	VBP
cord-296717-ay4wcmk3	395	74	hedging	hedge	VBG
cord-296717-ay4wcmk3	395	75	performance	performance	NN
cord-296717-ay4wcmk3	395	76	?	?	.
cord-296717-ay4wcmk3	396	1	Evidence	evidence	NN
cord-296717-ay4wcmk3	396	2	from	from	IN
cord-296717-ay4wcmk3	396	3	the	the	DT
cord-296717-ay4wcmk3	396	4	Taiwan	Taiwan	NNP
cord-296717-ay4wcmk3	396	5	options	option	NNS
cord-296717-ay4wcmk3	396	6	market	market	NN
cord-296717-ay4wcmk3	396	7	Forecasting	forecasting	NN
cord-296717-ay4wcmk3	396	8	crude	crude	JJ
cord-296717-ay4wcmk3	396	9	oil	oil	NN
cord-296717-ay4wcmk3	396	10	price	price	NN
cord-296717-ay4wcmk3	396	11	with	with	IN
cord-296717-ay4wcmk3	396	12	an	an	DT
cord-296717-ay4wcmk3	396	13	EMD	EMD	NNP
cord-296717-ay4wcmk3	396	14	-	-	HYPH
cord-296717-ay4wcmk3	396	15	based	base	VBN
cord-296717-ay4wcmk3	396	16	neural	neural	JJ
cord-296717-ay4wcmk3	396	17	network	network	NN
cord-296717-ay4wcmk3	396	18	ensemble	ensemble	NN
cord-296717-ay4wcmk3	396	19	learning	learning	NN
cord-296717-ay4wcmk3	396	20	paradigm	paradigm	NN
cord-296717-ay4wcmk3	397	1	The	the	DT
cord-296717-ay4wcmk3	397	2	Chinese	Chinese	NNP
cord-296717-ay4wcmk3	397	3	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	397	4	Index	Index	NNP
cord-296717-ay4wcmk3	397	5	and	and	CC
cord-296717-ay4wcmk3	397	6	the	the	DT
cord-296717-ay4wcmk3	397	7	Volatility	Volatility	NNP
cord-296717-ay4wcmk3	397	8	Risk	Risk	NNP
cord-296717-ay4wcmk3	397	9	Premium	Premium	NNP
cord-296717-ay4wcmk3	397	10	Chinese	chinese	JJ
cord-296717-ay4wcmk3	397	11	comments	comment	NNS
cord-296717-ay4wcmk3	397	12	sentiment	sentiment	NN
cord-296717-ay4wcmk3	397	13	classification	classification	NN
cord-296717-ay4wcmk3	397	14	based	base	VBN
cord-296717-ay4wcmk3	397	15	on	on	IN
cord-296717-ay4wcmk3	397	16	word2vec	word2vec	NN
cord-296717-ay4wcmk3	397	17	and	and	CC
cord-296717-ay4wcmk3	397	18	SVMperf	SVMperf	VBN
cord-296717-ay4wcmk3	398	1	Predicting	predict	VBG
cord-296717-ay4wcmk3	398	2	stock	stock	NN
cord-296717-ay4wcmk3	398	3	market	market	NN
cord-296717-ay4wcmk3	398	4	indicators	indicator	NNS
cord-296717-ay4wcmk3	398	5	through	through	IN
cord-296717-ay4wcmk3	398	6	twitter	twitter	NNP
cord-296717-ay4wcmk3	399	1	-I	-i	DT
cord-296717-ay4wcmk3	399	2	hope	hope	VBP
cord-296717-ay4wcmk3	399	3	it	-PRON-	PRP
cord-296717-ay4wcmk3	399	4	is	be	VBZ
cord-296717-ay4wcmk3	399	5	not	not	RB
cord-296717-ay4wcmk3	399	6	as	as	RB
cord-296717-ay4wcmk3	399	7	bad	bad	JJ
cord-296717-ay4wcmk3	399	8	as	as	IN
cord-296717-ay4wcmk3	399	9	I	-PRON-	PRP
cord-296717-ay4wcmk3	399	10	fear‖	fear‖	VBP
cord-296717-ay4wcmk3	400	1	A	a	DT
cord-296717-ay4wcmk3	400	2	new	new	JJ
cord-296717-ay4wcmk3	400	3	approach	approach	NN
cord-296717-ay4wcmk3	400	4	for	for	IN
cord-296717-ay4wcmk3	400	5	crude	crude	JJ
cord-296717-ay4wcmk3	400	6	oil	oil	NN
cord-296717-ay4wcmk3	400	7	price	price	NN
cord-296717-ay4wcmk3	400	8	analysis	analysis	NN
cord-296717-ay4wcmk3	400	9	based	base	VBN
cord-296717-ay4wcmk3	400	10	on	on	IN
cord-296717-ay4wcmk3	400	11	Empirical	Empirical	NNP
cord-296717-ay4wcmk3	400	12	Mode	Mode	NNP
cord-296717-ay4wcmk3	400	13	Decomposition	decomposition	NN
cord-296717-ay4wcmk3	400	14	Estimating	estimate	VBG
cord-296717-ay4wcmk3	400	15	the	the	DT
cord-296717-ay4wcmk3	400	16	impact	impact	NN
cord-296717-ay4wcmk3	400	17	of	of	IN
cord-296717-ay4wcmk3	400	18	extreme	extreme	JJ
cord-296717-ay4wcmk3	400	19	events	event	NNS
cord-296717-ay4wcmk3	400	20	on	on	IN
cord-296717-ay4wcmk3	400	21	crude	crude	JJ
cord-296717-ay4wcmk3	400	22	oil	oil	NN
cord-296717-ay4wcmk3	400	23	price	price	NN
cord-296717-ay4wcmk3	400	24	:	:	:
cord-296717-ay4wcmk3	400	25	An	an	DT
cord-296717-ay4wcmk3	400	26	EMD	EMD	NNP
cord-296717-ay4wcmk3	400	27	-	-	HYPH
cord-296717-ay4wcmk3	400	28	based	base	VBN
cord-296717-ay4wcmk3	400	29	event	event	NN
cord-296717-ay4wcmk3	400	30	analysis	analysis	NN
cord-296717-ay4wcmk3	400	31	method	method	NN
cord-296717-ay4wcmk3	400	32	Sentiment	Sentiment	NNP
cord-296717-ay4wcmk3	400	33	analysis	analysis	NN