id	sid	tid	token	lemma	pos
fcis-6021	1	1	frontiers	frontier	NOUN
fcis-6021	1	2	in	in	ADP
fcis-6021	1	3	computing	computing	NOUN
fcis-6021	1	4	and	and	CCONJ
fcis-6021	1	5	intelligent	intelligent	ADJ
fcis-6021	1	6	systems	system	NOUN
fcis-6021	1	7	issn	issn	VERB
fcis-6021	1	8	:	:	PUNCT
fcis-6021	1	9	2832	2832	NUM
fcis-6021	1	10	-	-	SYM
fcis-6021	1	11	6024	6024	NUM
fcis-6021	1	12	|	|	NOUN
fcis-6021	1	13	vol	vol	NOUN
fcis-6021	1	14	.	.	PROPN
fcis-6021	2	1	3	3	NUM
fcis-6021	2	2	,	,	PUNCT
fcis-6021	2	3	no	no	INTJ
fcis-6021	2	4	.	.	NOUN
fcis-6021	2	5	1	1	NUM
fcis-6021	2	6	,	,	PUNCT
fcis-6021	2	7	2023	2023	NUM
fcis-6021	2	8	38	38	NUM
fcis-6021	2	9	multimodal	multimodal	NOUN
fcis-6021	2	10	emotion	emotion	NOUN
fcis-6021	2	11	recognition	recognition	NOUN
fcis-6021	2	12	and	and	CCONJ
fcis-6021	2	13	fluctuation	fluctuation	NOUN
fcis-6021	2	14	:	:	PUNCT
fcis-6021	2	15	a	a	DET
fcis-6021	2	16	study	study	NOUN
fcis-6021	2	17	on	on	ADP
fcis-6021	2	18	sentiment	sentiment	NOUN
fcis-6021	2	19	analysis	analysis	NOUN
fcis-6021	2	20	of	of	ADP
fcis-6021	2	21	online	online	ADJ
fcis-6021	2	22	public	public	ADJ
fcis-6021	2	23	opinion	opinion	NOUN
fcis-6021	2	24	lin	lin	PROPN
fcis-6021	2	25	sun	sun	PROPN
fcis-6021	2	26	school	school	PROPN
fcis-6021	2	27	of	of	ADP
fcis-6021	2	28	government	government	NOUN
fcis-6021	2	29	and	and	CCONJ
fcis-6021	2	30	public	public	ADJ
fcis-6021	2	31	affairs	affair	NOUN
fcis-6021	2	32	,	,	PUNCT
fcis-6021	2	33	communication	communication	NOUN
fcis-6021	2	34	university	university	PROPN
fcis-6021	2	35	of	of	ADP
fcis-6021	2	36	china	china	PROPN
fcis-6021	2	37	,	,	PUNCT
fcis-6021	2	38	100024	100024	NUM
fcis-6021	2	39	,	,	PUNCT
fcis-6021	2	40	beijing	beijing	PROPN
fcis-6021	2	41	,	,	PUNCT
fcis-6021	2	42	china	china	PROPN
fcis-6021	2	43	abstract	abstract	NOUN
fcis-6021	2	44	:	:	PUNCT
fcis-6021	2	45	emotion	emotion	NOUN
fcis-6021	2	46	is	be	AUX
fcis-6021	2	47	an	an	DET
fcis-6021	2	48	important	important	ADJ
fcis-6021	2	49	way	way	NOUN
fcis-6021	2	50	for	for	SCONJ
fcis-6021	2	51	individuals	individual	NOUN
fcis-6021	2	52	to	to	PART
fcis-6021	2	53	express	express	VERB
fcis-6021	2	54	their	their	PRON
fcis-6021	2	55	views	view	NOUN
fcis-6021	2	56	on	on	ADP
fcis-6021	2	57	the	the	DET
fcis-6021	2	58	internet	internet	NOUN
fcis-6021	2	59	and	and	CCONJ
fcis-6021	2	60	an	an	DET
fcis-6021	2	61	important	important	ADJ
fcis-6021	2	62	variable	variable	NOUN
fcis-6021	2	63	that	that	PRON
fcis-6021	2	64	shapes	shape	VERB
fcis-6021	2	65	public	public	ADJ
fcis-6021	2	66	opinion	opinion	NOUN
fcis-6021	2	67	.	.	PUNCT
fcis-6021	3	1	considering	consider	VERB
fcis-6021	3	2	the	the	DET
fcis-6021	3	3	multimodality	multimodality	NOUN
fcis-6021	3	4	of	of	ADP
fcis-6021	3	5	data	datum	NOUN
fcis-6021	3	6	,	,	PUNCT
fcis-6021	3	7	such	such	ADJ
fcis-6021	3	8	as	as	ADP
fcis-6021	3	9	text	text	NOUN
fcis-6021	3	10	,	,	PUNCT
fcis-6021	3	11	picture	picture	NOUN
fcis-6021	3	12	and	and	CCONJ
fcis-6021	3	13	video	video	NOUN
fcis-6021	3	14	,	,	PUNCT
fcis-6021	3	15	and	and	CCONJ
fcis-6021	3	16	the	the	DET
fcis-6021	3	17	subtlety	subtlety	NOUN
fcis-6021	3	18	of	of	ADP
fcis-6021	3	19	emotional	emotional	ADJ
fcis-6021	3	20	expression	expression	NOUN
fcis-6021	3	21	,	,	PUNCT
fcis-6021	3	22	a	a	DET
fcis-6021	3	23	multimodal	multimodal	ADJ
fcis-6021	3	24	sentiment	sentiment	NOUN
fcis-6021	3	25	analysis	analysis	NOUN
fcis-6021	3	26	model	model	NOUN
fcis-6021	3	27	that	that	PRON
fcis-6021	3	28	addresses	address	NOUN
fcis-6021	3	29	content	content	NOUN
fcis-6021	3	30	involving	involve	VERB
fcis-6021	3	31	difference	difference	NOUN
fcis-6021	3	32	senses	sense	NOUN
fcis-6021	3	33	,	,	PUNCT
fcis-6021	3	34	such	such	ADJ
fcis-6021	3	35	as	as	ADP
fcis-6021	3	36	sight	sight	NOUN
fcis-6021	3	37	,	,	PUNCT
fcis-6021	3	38	hearing	hearing	NOUN
fcis-6021	3	39	and	and	CCONJ
fcis-6021	3	40	touch	touch	VERB
fcis-6021	3	41	at	at	ADP
fcis-6021	3	42	the	the	DET
fcis-6021	3	43	same	same	ADJ
fcis-6021	3	44	time	time	NOUN
fcis-6021	3	45	is	be	AUX
fcis-6021	3	46	very	very	ADV
fcis-6021	3	47	necessary	necessary	ADJ
fcis-6021	3	48	.	.	PUNCT
fcis-6021	4	1	this	this	DET
fcis-6021	4	2	study	study	NOUN
fcis-6021	4	3	outlines	outline	VERB
fcis-6021	4	4	the	the	DET
fcis-6021	4	5	basic	basic	ADJ
fcis-6021	4	6	steps	step	NOUN
fcis-6021	4	7	,	,	PUNCT
fcis-6021	4	8	classification	classification	NOUN
fcis-6021	4	9	strategies	strategy	NOUN
fcis-6021	4	10	and	and	CCONJ
fcis-6021	4	11	research	research	NOUN
fcis-6021	4	12	methods	method	NOUN
fcis-6021	4	13	of	of	ADP
fcis-6021	4	14	sentimental	sentimental	ADJ
fcis-6021	4	15	analysis	analysis	NOUN
fcis-6021	4	16	and	and	CCONJ
fcis-6021	4	17	acknowledges	acknowledge	VERB
fcis-6021	4	18	the	the	DET
fcis-6021	4	19	differences	difference	NOUN
fcis-6021	4	20	between	between	ADP
fcis-6021	4	21	sentimental	sentimental	ADJ
fcis-6021	4	22	analyses	analysis	NOUN
fcis-6021	4	23	on	on	ADP
fcis-6021	4	24	text	text	NOUN
fcis-6021	4	25	,	,	PUNCT
fcis-6021	4	26	picture	picture	NOUN
fcis-6021	4	27	and	and	CCONJ
fcis-6021	4	28	video	video	NOUN
fcis-6021	4	29	.	.	PUNCT
fcis-6021	5	1	as	as	SCONJ
fcis-6021	5	2	multimodal	multimodal	ADJ
fcis-6021	5	3	sentiment	sentiment	NOUN
fcis-6021	5	4	recognition	recognition	NOUN
fcis-6021	5	5	is	be	AUX
fcis-6021	5	6	still	still	ADV
fcis-6021	5	7	in	in	ADP
fcis-6021	5	8	its	its	PRON
fcis-6021	5	9	initial	initial	ADJ
fcis-6021	5	10	stage	stage	NOUN
fcis-6021	5	11	,	,	PUNCT
fcis-6021	5	12	there	there	PRON
fcis-6021	5	13	’s	’	VERB
fcis-6021	5	14	still	still	ADV
fcis-6021	5	15	room	room	NOUN
fcis-6021	5	16	for	for	ADP
fcis-6021	5	17	improvement	improvement	NOUN
fcis-6021	5	18	in	in	ADP
fcis-6021	5	19	cross	cross	ADJ
fcis-6021	5	20	-	-	ADJ
fcis-6021	5	21	disciplinary	disciplinary	ADJ
fcis-6021	5	22	research	research	NOUN
fcis-6021	5	23	on	on	ADP
fcis-6021	5	24	multimodal	multimodal	ADJ
fcis-6021	5	25	data	datum	NOUN
fcis-6021	5	26	of	of	ADP
fcis-6021	5	27	text	text	NOUN
fcis-6021	5	28	,	,	PUNCT
fcis-6021	5	29	picture	picture	NOUN
fcis-6021	5	30	,	,	PUNCT
fcis-6021	5	31	audio	audio	NOUN
fcis-6021	5	32	,	,	PUNCT
fcis-6021	5	33	video	video	NOUN
fcis-6021	5	34	in	in	ADP
fcis-6021	5	35	terms	term	NOUN
fcis-6021	5	36	of	of	ADP
fcis-6021	5	37	weighted	weight	VERB
fcis-6021	5	38	scoring	scoring	NOUN
fcis-6021	5	39	,	,	PUNCT
fcis-6021	5	40	complex	complex	ADJ
fcis-6021	5	41	emotion	emotion	NOUN
fcis-6021	5	42	and	and	CCONJ
fcis-6021	5	43	intensity	intensity	NOUN
fcis-6021	5	44	recognition	recognition	NOUN
fcis-6021	5	45	.	.	PUNCT
fcis-6021	6	1	it	it	PRON
fcis-6021	6	2	’s	’s	AUX
fcis-6021	6	3	concluded	conclude	VERB
fcis-6021	6	4	that	that	SCONJ
fcis-6021	6	5	future	future	ADJ
fcis-6021	6	6	studies	study	NOUN
fcis-6021	6	7	should	should	AUX
fcis-6021	6	8	focus	focus	VERB
fcis-6021	6	9	on	on	ADP
fcis-6021	6	10	the	the	DET
fcis-6021	6	11	intensity	intensity	NOUN
fcis-6021	6	12	of	of	ADP
fcis-6021	6	13	different	different	ADJ
fcis-6021	6	14	emotions	emotion	NOUN
fcis-6021	6	15	,	,	PUNCT
fcis-6021	6	16	multimodal	multimodal	NOUN
fcis-6021	6	17	data	datum	NOUN
fcis-6021	6	18	fusion	fusion	NOUN
fcis-6021	6	19	and	and	CCONJ
fcis-6021	6	20	how	how	SCONJ
fcis-6021	6	21	weighted	weight	VERB
fcis-6021	6	22	scoring	scoring	NOUN
fcis-6021	6	23	influences	influence	VERB
fcis-6021	6	24	an	an	DET
fcis-6021	6	25	emotion	emotion	NOUN
fcis-6021	6	26	recognition	recognition	NOUN
fcis-6021	6	27	model	model	NOUN
fcis-6021	6	28	and	and	CCONJ
fcis-6021	6	29	explore	explore	VERB
fcis-6021	6	30	application	application	NOUN
fcis-6021	6	31	possibilities	possibility	NOUN
fcis-6021	6	32	.	.	PUNCT
fcis-6021	7	1	keywords	keyword	NOUN
fcis-6021	7	2	:	:	PUNCT
fcis-6021	7	3	emotion	emotion	NOUN
fcis-6021	7	4	;	;	PUNCT
fcis-6021	7	5	online	online	ADJ
fcis-6021	7	6	public	public	ADJ
fcis-6021	7	7	opinion	opinion	NOUN
fcis-6021	7	8	;	;	PUNCT
fcis-6021	7	9	sentiment	sentiment	NOUN
fcis-6021	7	10	analysis	analysis	NOUN
fcis-6021	7	11	.	.	PUNCT
fcis-6021	8	1	1	1	X
fcis-6021	8	2	.	.	X
fcis-6021	8	3	introduction	introduction	NOUN
fcis-6021	8	4	in	in	ADP
fcis-6021	8	5	the	the	DET
fcis-6021	8	6	post	post	ADJ
fcis-6021	8	7	-	-	ADJ
fcis-6021	8	8	truth	truth	ADJ
fcis-6021	8	9	era	era	NOUN
fcis-6021	8	10	,	,	PUNCT
fcis-6021	8	11	public	public	ADJ
fcis-6021	8	12	opinion	opinion	NOUN
fcis-6021	8	13	has	have	AUX
fcis-6021	8	14	become	become	VERB
fcis-6021	8	15	more	more	ADV
fcis-6021	8	16	and	and	CCONJ
fcis-6021	8	17	more	more	ADV
fcis-6021	8	18	complex	complex	ADJ
fcis-6021	8	19	,	,	PUNCT
fcis-6021	8	20	including	include	VERB
fcis-6021	8	21	not	not	PART
fcis-6021	8	22	only	only	ADJ
fcis-6021	8	23	views	view	NOUN
fcis-6021	8	24	but	but	CCONJ
fcis-6021	8	25	also	also	ADV
fcis-6021	8	26	emotions	emotion	NOUN
fcis-6021	8	27	and	and	CCONJ
fcis-6021	8	28	attitudes	attitude	NOUN
fcis-6021	8	29	.	.	PUNCT
fcis-6021	9	1	emotion	emotion	NOUN
fcis-6021	9	2	is	be	AUX
fcis-6021	9	3	an	an	DET
fcis-6021	9	4	important	important	ADJ
fcis-6021	9	5	way	way	NOUN
fcis-6021	9	6	for	for	SCONJ
fcis-6021	9	7	people	people	NOUN
fcis-6021	9	8	to	to	PART
fcis-6021	9	9	express	express	VERB
fcis-6021	9	10	their	their	PRON
fcis-6021	9	11	opinions	opinion	NOUN
fcis-6021	9	12	and	and	CCONJ
fcis-6021	9	13	measure	measure	VERB
fcis-6021	9	14	whether	whether	SCONJ
fcis-6021	9	15	the	the	DET
fcis-6021	9	16	outside	outside	ADJ
fcis-6021	9	17	world	world	NOUN
fcis-6021	9	18	meets	meet	VERB
fcis-6021	9	19	their	their	PRON
fcis-6021	9	20	inner	inner	ADJ
fcis-6021	9	21	needs	need	NOUN
fcis-6021	9	22	.	.	PUNCT
fcis-6021	10	1	systematic	systematic	ADJ
fcis-6021	10	2	emotion	emotion	NOUN
fcis-6021	10	3	mining	mining	NOUN
fcis-6021	10	4	not	not	PART
fcis-6021	10	5	only	only	ADV
fcis-6021	10	6	helps	helps	AUX
fcis-6021	10	7	understand	understand	VERB
fcis-6021	10	8	people	people	NOUN
fcis-6021	10	9	's	's	PART
fcis-6021	10	10	views	view	NOUN
fcis-6021	10	11	and	and	CCONJ
fcis-6021	10	12	stances	stance	NOUN
fcis-6021	10	13	,	,	PUNCT
fcis-6021	10	14	but	but	CCONJ
fcis-6021	10	15	also	also	ADV
fcis-6021	10	16	has	have	VERB
fcis-6021	10	17	practical	practical	ADJ
fcis-6021	10	18	significance	significance	NOUN
fcis-6021	10	19	in	in	ADP
fcis-6021	10	20	business	business	NOUN
fcis-6021	10	21	decision	decision	NOUN
fcis-6021	10	22	-	-	PUNCT
fcis-6021	10	23	making	making	NOUN
fcis-6021	10	24	,	,	PUNCT
fcis-6021	10	25	forecasting	forecasting	NOUN
fcis-6021	10	26	,	,	PUNCT
fcis-6021	10	27	and	and	CCONJ
fcis-6021	10	28	emotion	emotion	NOUN
fcis-6021	10	29	management	management	NOUN
fcis-6021	10	30	however	however	ADV
fcis-6021	10	31	,	,	PUNCT
fcis-6021	10	32	as	as	SCONJ
fcis-6021	10	33	shown	show	VERB
fcis-6021	10	34	in	in	ADP
fcis-6021	10	35	figure	figure	NOUN
fcis-6021	10	36	1	1	NUM
fcis-6021	10	37	,	,	PUNCT
fcis-6021	10	38	sentiment	sentiment	NOUN
fcis-6021	10	39	analysis	analysis	NOUN
fcis-6021	10	40	also	also	ADV
fcis-6021	10	41	faces	face	VERB
fcis-6021	10	42	challenges	challenge	NOUN
fcis-6021	10	43	,	,	PUNCT
fcis-6021	10	44	such	such	ADJ
fcis-6021	10	45	as	as	ADP
fcis-6021	10	46	the	the	DET
fcis-6021	10	47	multimodality	multimodality	NOUN
fcis-6021	10	48	of	of	ADP
fcis-6021	10	49	data	datum	NOUN
fcis-6021	10	50	and	and	CCONJ
fcis-6021	10	51	the	the	DET
fcis-6021	10	52	subtlety	subtlety	NOUN
fcis-6021	10	53	of	of	ADP
fcis-6021	10	54	emotional	emotional	ADJ
fcis-6021	10	55	expression	expression	NOUN
fcis-6021	10	56	.	.	PUNCT
fcis-6021	11	1	figures	figure	NOUN
fcis-6021	11	2	1	1	NUM
fcis-6021	11	3	.	.	PUNCT
fcis-6021	11	4	challenges	challenge	NOUN
fcis-6021	11	5	and	and	CCONJ
fcis-6021	11	6	applications	application	NOUN
fcis-6021	11	7	of	of	ADP
fcis-6021	11	8	sentimental	sentimental	ADJ
fcis-6021	11	9	analysis	analysis	NOUN
fcis-6021	11	10	of	of	ADP
fcis-6021	11	11	online	online	ADJ
fcis-6021	11	12	public	public	ADJ
fcis-6021	11	13	opinion	opinion	NOUN
fcis-6021	11	14	1.1	1.1	NUM
fcis-6021	11	15	.	.	PUNCT
fcis-6021	12	1	challenges	challenge	VERB
fcis-6021	12	2	1.1.1	1.1.1	NUM
fcis-6021	12	3	.	.	PUNCT
fcis-6021	13	1	data	datum	NOUN
fcis-6021	13	2	multimodality	multimodality	NOUN
fcis-6021	13	3	at	at	ADP
fcis-6021	13	4	this	this	DET
fcis-6021	13	5	stage	stage	NOUN
fcis-6021	13	6	,	,	PUNCT
fcis-6021	13	7	sentiment	sentiment	NOUN
fcis-6021	13	8	analysis	analysis	NOUN
fcis-6021	13	9	is	be	AUX
fcis-6021	13	10	still	still	ADV
fcis-6021	13	11	text	text	NOUN
fcis-6021	13	12	-	-	PUNCT
fcis-6021	13	13	based	base	VERB
fcis-6021	13	14	.	.	PUNCT
fcis-6021	14	1	finegrained	finegraine	VERB
fcis-6021	14	2	sentiment	sentiment	NOUN
fcis-6021	14	3	analysis	analysis	NOUN
fcis-6021	14	4	of	of	ADP
fcis-6021	14	5	text	text	NOUN
fcis-6021	14	6	data	datum	NOUN
fcis-6021	14	7	mainly	mainly	ADV
fcis-6021	14	8	involves	involve	VERB
fcis-6021	14	9	product	product	NOUN
fcis-6021	14	10	reviews	review	NOUN
fcis-6021	14	11	,	,	PUNCT
fcis-6021	14	12	service	service	NOUN
fcis-6021	14	13	reviews	review	NOUN
fcis-6021	14	14	,	,	PUNCT
fcis-6021	14	15	social	social	ADJ
fcis-6021	14	16	media	medium	NOUN
fcis-6021	14	17	messages	message	NOUN
fcis-6021	14	18	and	and	CCONJ
fcis-6021	14	19	other	other	ADJ
fcis-6021	14	20	short	short	ADJ
fcis-6021	14	21	texts	text	NOUN
fcis-6021	14	22	characterized	characterize	VERB
fcis-6021	14	23	by	by	ADP
fcis-6021	14	24	short	short	ADJ
fcis-6021	14	25	length	length	NOUN
fcis-6021	14	26	and	and	CCONJ
fcis-6021	14	27	clear	clear	ADJ
fcis-6021	14	28	theme	theme	NOUN
fcis-6021	14	29	,	,	PUNCT
fcis-6021	14	30	which	which	PRON
fcis-6021	14	31	makes	make	VERB
fcis-6021	14	32	it	it	PRON
fcis-6021	14	33	easier	easy	ADJ
fcis-6021	14	34	for	for	ADP
fcis-6021	14	35	sentiment	sentiment	NOUN
fcis-6021	14	36	analysis	analysis	NOUN
fcis-6021	14	37	.	.	PUNCT
fcis-6021	15	1	however	however	ADV
fcis-6021	15	2	,	,	PUNCT
fcis-6021	15	3	emotion	emotion	NOUN
fcis-6021	15	4	data	datum	NOUN
fcis-6021	15	5	are	be	AUX
fcis-6021	15	6	not	not	PART
fcis-6021	15	7	limited	limit	VERB
fcis-6021	15	8	to	to	ADP
fcis-6021	15	9	text	text	NOUN
fcis-6021	15	10	.	.	PUNCT
fcis-6021	16	1	picture	picture	NOUN
fcis-6021	16	2	,	,	PUNCT
fcis-6021	16	3	video	video	NOUN
fcis-6021	16	4	,	,	PUNCT
fcis-6021	16	5	audio	audio	NOUN
fcis-6021	16	6	and	and	CCONJ
fcis-6021	16	7	a	a	DET
fcis-6021	16	8	combination	combination	NOUN
fcis-6021	16	9	of	of	ADP
fcis-6021	16	10	these	these	DET
fcis-6021	16	11	types	type	NOUN
fcis-6021	16	12	are	be	AUX
fcis-6021	16	13	very	very	ADV
fcis-6021	16	14	common	common	ADJ
fcis-6021	16	15	.	.	PUNCT
fcis-6021	17	1	moreover	moreover	ADV
fcis-6021	17	2	,	,	PUNCT
fcis-6021	17	3	as	as	SCONJ
fcis-6021	17	4	online	online	ADJ
fcis-6021	17	5	interaction	interaction	NOUN
fcis-6021	17	6	becomes	become	VERB
fcis-6021	17	7	an	an	DET
fcis-6021	17	8	integral	integral	ADJ
fcis-6021	17	9	part	part	NOUN
fcis-6021	17	10	of	of	ADP
fcis-6021	17	11	daily	daily	ADJ
fcis-6021	17	12	life	life	NOUN
fcis-6021	17	13	,	,	PUNCT
fcis-6021	17	14	observing	observe	VERB
fcis-6021	17	15	how	how	SCONJ
fcis-6021	17	16	people	people	NOUN
fcis-6021	17	17	have	have	VERB
fcis-6021	17	18	conversations	conversation	NOUN
fcis-6021	17	19	to	to	PART
fcis-6021	17	20	express	express	VERB
fcis-6021	17	21	emotions	emotion	NOUN
fcis-6021	17	22	and	and	CCONJ
fcis-6021	17	23	communicate	communicate	VERB
fcis-6021	17	24	has	have	AUX
fcis-6021	17	25	become	become	VERB
fcis-6021	17	26	an	an	DET
fcis-6021	17	27	important	important	ADJ
fcis-6021	17	28	means	mean	NOUN
fcis-6021	17	29	to	to	PART
fcis-6021	17	30	conduct	conduct	VERB
fcis-6021	17	31	a	a	DET
fcis-6021	17	32	dynamic	dynamic	ADJ
fcis-6021	17	33	sentiment	sentiment	NOUN
fcis-6021	17	34	analysis	analysis	NOUN
fcis-6021	17	35	.	.	PUNCT
fcis-6021	18	1	chen	chen	PROPN
fcis-6021	18	2	(	(	PUNCT
fcis-6021	18	3	2023	2023	NUM
fcis-6021	18	4	)	)	PUNCT
fcis-6021	18	5	points	point	VERB
fcis-6021	18	6	out	out	ADP
fcis-6021	18	7	that	that	DET
fcis-6021	18	8	sentiment	sentiment	NOUN
fcis-6021	18	9	analysis	analysis	NOUN
fcis-6021	18	10	of	of	ADP
fcis-6021	18	11	conversations	conversation	NOUN
fcis-6021	18	12	not	not	PART
fcis-6021	18	13	only	only	ADV
fcis-6021	18	14	focuses	focus	VERB
fcis-6021	18	15	on	on	ADP
fcis-6021	18	16	semantics	semantic	NOUN
fcis-6021	18	17	and	and	CCONJ
fcis-6021	18	18	emotional	emotional	ADJ
fcis-6021	18	19	expression	expression	NOUN
fcis-6021	18	20	,	,	PUNCT
fcis-6021	18	21	but	but	CCONJ
fcis-6021	18	22	also	also	ADV
fcis-6021	18	23	takes	take	VERB
fcis-6021	18	24	dialogues	dialogue	NOUN
fcis-6021	18	25	between	between	ADP
fcis-6021	18	26	contexts	context	NOUN
fcis-6021	18	27	into	into	ADP
fcis-6021	18	28	account	account	NOUN
fcis-6021	18	29	and	and	CCONJ
fcis-6021	18	30	promotes	promote	VERB
fcis-6021	18	31	research	research	NOUN
fcis-6021	18	32	innovations	innovation	NOUN
fcis-6021	18	33	,	,	PUNCT
fcis-6021	18	34	such	such	ADJ
fcis-6021	18	35	as	as	ADP
fcis-6021	18	36	multimodal	multimodal	ADJ
fcis-6021	18	37	information	information	NOUN
fcis-6021	18	38	fusion	fusion	NOUN
fcis-6021	18	39	,	,	PUNCT
fcis-6021	18	40	contextual	contextual	ADJ
fcis-6021	18	41	modeling	modeling	NOUN
fcis-6021	18	42	,	,	PUNCT
fcis-6021	18	43	and	and	CCONJ
fcis-6021	18	44	speaker	speaker	NOUN
fcis-6021	18	45	modeling	modeling	NOUN
fcis-6021	18	46	.	.	PUNCT
fcis-6021	19	1	[	[	X
fcis-6021	19	2	1	1	NUM
fcis-6021	19	3	]	]	SYM
fcis-6021	19	4	1.1.2	1.1.2	NUM
fcis-6021	19	5	.	.	PUNCT
fcis-6021	19	6	analysis	analysis	NOUN
fcis-6021	19	7	of	of	ADP
fcis-6021	19	8	implicit	implicit	ADJ
fcis-6021	19	9	emotions	emotion	NOUN
fcis-6021	19	10	emotion	emotion	NOUN
fcis-6021	19	11	is	be	AUX
fcis-6021	19	12	not	not	PART
fcis-6021	19	13	always	always	ADV
fcis-6021	19	14	expressed	express	VERB
fcis-6021	19	15	in	in	ADP
fcis-6021	19	16	a	a	DET
fcis-6021	19	17	straightforward	straightforward	ADJ
fcis-6021	19	18	manner	manner	NOUN
fcis-6021	19	19	;	;	PUNCT
fcis-6021	19	20	most	most	ADJ
fcis-6021	19	21	emotions	emotion	NOUN
fcis-6021	19	22	are	be	AUX
fcis-6021	19	23	scattered	scatter	VERB
fcis-6021	19	24	and	and	CCONJ
fcis-6021	19	25	hidden	hide	VERB
fcis-6021	19	26	in	in	ADP
fcis-6021	19	27	factual	factual	ADJ
fcis-6021	19	28	descriptions	description	NOUN
fcis-6021	19	29	and	and	CCONJ
fcis-6021	19	30	non	non	ADJ
fcis-6021	19	31	-	-	ADJ
fcis-6021	19	32	textual	textual	ADJ
fcis-6021	19	33	information	information	NOUN
fcis-6021	19	34	.	.	PUNCT
fcis-6021	20	1	an	an	DET
fcis-6021	20	2	objective	objective	ADJ
fcis-6021	20	3	statement	statement	NOUN
fcis-6021	20	4	without	without	ADP
fcis-6021	20	5	any	any	DET
fcis-6021	20	6	emotional	emotional	ADJ
fcis-6021	20	7	vocabulary	vocabulary	NOUN
fcis-6021	20	8	may	may	AUX
fcis-6021	20	9	also	also	ADV
fcis-6021	20	10	reflect	reflect	VERB
fcis-6021	20	11	emotions	emotion	NOUN
fcis-6021	20	12	.	.	PUNCT
fcis-6021	21	1	for	for	ADP
fcis-6021	21	2	example	example	NOUN
fcis-6021	21	3	,	,	PUNCT
fcis-6021	21	4	a	a	DET
fcis-6021	21	5	product	product	NOUN
fcis-6021	21	6	review	review	NOUN
fcis-6021	21	7	about	about	ADP
fcis-6021	21	8	how	how	SCONJ
fcis-6021	21	9	fragile	fragile	ADJ
fcis-6021	21	10	a	a	DET
fcis-6021	21	11	product	product	NOUN
fcis-6021	21	12	is	be	AUX
fcis-6021	21	13	expresses	express	VERB
fcis-6021	21	14	negative	negative	ADJ
fcis-6021	21	15	feelings	feeling	NOUN
fcis-6021	21	16	towards	towards	ADP
fcis-6021	21	17	the	the	DET
fcis-6021	21	18	product	product	NOUN
fcis-6021	21	19	,	,	PUNCT
fcis-6021	21	20	but	but	CCONJ
fcis-6021	21	21	often	often	ADV
fcis-6021	21	22	ignored	ignore	VERB
fcis-6021	21	23	.	.	PUNCT
fcis-6021	22	1	the	the	DET
fcis-6021	22	2	second	second	ADJ
fcis-6021	22	3	scenario	scenario	NOUN
fcis-6021	22	4	is	be	AUX
fcis-6021	22	5	that	that	SCONJ
fcis-6021	22	6	emotions	emotion	NOUN
fcis-6021	22	7	are	be	AUX
fcis-6021	22	8	expressed	express	VERB
fcis-6021	22	9	in	in	ADP
fcis-6021	22	10	auxiliary	auxiliary	ADJ
fcis-6021	22	11	information	information	NOUN
fcis-6021	22	12	other	other	ADJ
fcis-6021	22	13	than	than	ADP
fcis-6021	22	14	text	text	NOUN
fcis-6021	22	15	,	,	PUNCT
fcis-6021	22	16	such	such	ADJ
fcis-6021	22	17	as	as	ADP
fcis-6021	22	18	picture	picture	NOUN
fcis-6021	22	19	,	,	PUNCT
fcis-6021	22	20	video	video	NOUN
fcis-6021	22	21	and	and	CCONJ
fcis-6021	22	22	audio	audio	NOUN
fcis-6021	22	23	.	.	PUNCT
fcis-6021	23	1	emojis	emojis	PROPN
fcis-6021	23	2	deserve	deserve	VERB
fcis-6021	23	3	extra	extra	ADJ
fcis-6021	23	4	attention	attention	NOUN
fcis-6021	23	5	here	here	ADV
fcis-6021	23	6	since	since	SCONJ
fcis-6021	23	7	they	they	PRON
fcis-6021	23	8	are	be	AUX
fcis-6021	23	9	implicit	implicit	ADJ
fcis-6021	23	10	signs	sign	NOUN
fcis-6021	23	11	of	of	ADP
fcis-6021	23	12	emotions	emotion	NOUN
fcis-6021	23	13	.	.	PUNCT
fcis-6021	24	1	scholars（2005	scholars（2005	PROPN
fcis-6021	24	2	）	）	PROPN
fcis-6021	24	3	have	have	AUX
fcis-6021	24	4	tried	try	VERB
fcis-6021	24	5	to	to	PART
fcis-6021	24	6	propose	propose	VERB
fcis-6021	24	7	ways	way	NOUN
fcis-6021	24	8	to	to	PART
fcis-6021	24	9	classify	classify	VERB
fcis-6021	24	10	the	the	DET
fcis-6021	24	11	emotions	emotion	NOUN
fcis-6021	24	12	expressed	express	VERB
fcis-6021	24	13	by	by	ADP
fcis-6021	24	14	emojis	emoji	NOUN
fcis-6021	24	15	,	,	PUNCT
fcis-6021	24	16	which	which	PRON
fcis-6021	24	17	adds	add	VERB
fcis-6021	24	18	another	another	DET
fcis-6021	24	19	level	level	NOUN
fcis-6021	24	20	to	to	ADP
fcis-6021	24	21	sentimental	sentimental	ADJ
fcis-6021	24	22	analysis.[2	analysis.[2	NOUN
fcis-6021	24	23	]	]	X
fcis-6021	24	24	1.2	1.2	NUM
fcis-6021	24	25	.	.	PUNCT
fcis-6021	25	1	applications	application	NOUN
fcis-6021	25	2	1.2.1	1.2.1	NUM
fcis-6021	25	3	.	.	PUNCT
fcis-6021	26	1	business	business	NOUN
fcis-6021	26	2	decision	decision	NOUN
fcis-6021	26	3	-	-	PUNCT
fcis-6021	26	4	making	making	NOUN
fcis-6021	26	5	as	as	SCONJ
fcis-6021	26	6	online	online	ADJ
fcis-6021	26	7	shopping	shopping	NOUN
fcis-6021	26	8	takes	take	VERB
fcis-6021	26	9	up	up	ADP
fcis-6021	26	10	more	more	ADJ
fcis-6021	26	11	of	of	ADP
fcis-6021	26	12	people	people	NOUN
fcis-6021	26	13	’s	’s	PART
fcis-6021	26	14	leisure	leisure	NOUN
fcis-6021	26	15	time	time	NOUN
fcis-6021	26	16	,	,	PUNCT
fcis-6021	26	17	sellers	seller	NOUN
fcis-6021	26	18	tend	tend	VERB
fcis-6021	26	19	to	to	PART
fcis-6021	26	20	study	study	VERB
fcis-6021	26	21	customer	customer	NOUN
fcis-6021	26	22	reviews	review	NOUN
fcis-6021	26	23	,	,	PUNCT
fcis-6021	26	24	analyze	analyze	VERB
fcis-6021	26	25	their	their	PRON
fcis-6021	26	26	attitudes	attitude	NOUN
fcis-6021	26	27	and	and	CCONJ
fcis-6021	26	28	emotions	emotion	NOUN
fcis-6021	26	29	,	,	PUNCT
fcis-6021	26	30	delve	delve	VERB
fcis-6021	26	31	deep	deep	ADV
fcis-6021	26	32	into	into	ADP
fcis-6021	26	33	what	what	PRON
fcis-6021	26	34	influences	influence	VERB
fcis-6021	26	35	their	their	PRON
fcis-6021	26	36	purchase	purchase	NOUN
fcis-6021	26	37	decisions	decision	NOUN
fcis-6021	26	38	and	and	CCONJ
fcis-6021	26	39	predict	predict	VERB
fcis-6021	26	40	their	their	PRON
fcis-6021	26	41	preferences	preference	NOUN
fcis-6021	26	42	.	.	PUNCT
fcis-6021	27	1	moreover	moreover	ADV
fcis-6021	27	2	,	,	PUNCT
fcis-6021	27	3	a	a	DET
fcis-6021	27	4	good	good	ADJ
fcis-6021	27	5	understanding	understanding	NOUN
fcis-6021	27	6	of	of	ADP
fcis-6021	27	7	the	the	DET
fcis-6021	27	8	differences	difference	NOUN
fcis-6021	27	9	in	in	ADP
fcis-6021	27	10	how	how	SCONJ
fcis-6021	27	11	consumers	consumer	NOUN
fcis-6021	27	12	feel	feel	VERB
fcis-6021	27	13	before	before	ADP
fcis-6021	27	14	and	and	CCONJ
fcis-6021	27	15	after	after	ADP
fcis-6021	27	16	a	a	DET
fcis-6021	27	17	purchase	purchase	NOUN
fcis-6021	27	18	and	and	CCONJ
fcis-6021	27	19	the	the	DET
fcis-6021	27	20	underlying	underlying	ADJ
fcis-6021	27	21	mechanisms	mechanism	NOUN
fcis-6021	27	22	of	of	ADP
fcis-6021	27	23	evoking	evoke	VERB
fcis-6021	27	24	emotions	emotion	NOUN
fcis-6021	27	25	in	in	ADP
fcis-6021	27	26	sales	sale	NOUN
fcis-6021	27	27	is	be	AUX
fcis-6021	27	28	the	the	DET
fcis-6021	27	29	foundation	foundation	NOUN
fcis-6021	27	30	for	for	ADP
fcis-6021	27	31	optimizing	optimize	VERB
fcis-6021	27	32	marketing	marketing	NOUN
fcis-6021	27	33	decision	decision	NOUN
fcis-6021	27	34	-	-	PUNCT
fcis-6021	27	35	making	making	NOUN
fcis-6021	27	36	afterwards	afterwards	ADV
fcis-6021	27	37	.	.	PUNCT
fcis-6021	28	1	[	[	X
fcis-6021	28	2	3	3	NUM
fcis-6021	28	3	]	]	SYM
fcis-6021	28	4	1.2.2	1.2.2	NUM
fcis-6021	28	5	.	.	PUNCT
fcis-6021	28	6	financial	financial	ADJ
fcis-6021	28	7	forecasting	forecasting	NOUN
fcis-6021	28	8	sentiment	sentiment	NOUN
fcis-6021	28	9	fluctuations	fluctuation	NOUN
fcis-6021	28	10	can	can	AUX
fcis-6021	28	11	have	have	VERB
fcis-6021	28	12	an	an	DET
fcis-6021	28	13	impact	impact	NOUN
fcis-6021	28	14	on	on	ADP
fcis-6021	28	15	investment	investment	NOUN
fcis-6021	28	16	behavior	behavior	NOUN
fcis-6021	28	17	in	in	ADP
fcis-6021	28	18	financial	financial	ADJ
fcis-6021	28	19	markets	market	NOUN
fcis-6021	28	20	.	.	PUNCT
fcis-6021	29	1	using	use	VERB
fcis-6021	29	2	opinion	opinion	NOUN
fcis-6021	29	3	finder	finder	NOUN
fcis-6021	29	4	and	and	CCONJ
fcis-6021	29	5	google	google	NOUN
fcis-6021	29	6	-	-	PUNCT
fcis-6021	29	7	profile	profile	NOUN
fcis-6021	29	8	of	of	ADP
fcis-6021	29	9	mood	mood	NOUN
fcis-6021	29	10	states	state	NOUN
fcis-6021	29	11	(	(	PUNCT
fcis-6021	29	12	gpoms	gpom	NOUN
fcis-6021	29	13	)	)	PUNCT
fcis-6021	29	14	,	,	PUNCT
fcis-6021	29	15	scholars	scholar	NOUN
fcis-6021	29	16	classified	classify	VERB
fcis-6021	29	17	sentiment	sentiment	NOUN
fcis-6021	29	18	expressions	expression	NOUN
fcis-6021	29	19	of	of	ADP
fcis-6021	29	20	twitter	twitter	NOUN
fcis-6021	29	21	users	user	NOUN
fcis-6021	29	22	into	into	ADP
fcis-6021	29	23	positive	positive	ADJ
fcis-6021	29	24	and	and	CCONJ
fcis-6021	29	25	negative	negative	ADJ
fcis-6021	29	26	and	and	CCONJ
fcis-6021	29	27	found	find	VERB
fcis-6021	29	28	that	that	SCONJ
fcis-6021	29	29	they	they	PRON
fcis-6021	29	30	could	could	AUX
fcis-6021	29	31	predict	predict	VERB
fcis-6021	29	32	the	the	DET
fcis-6021	29	33	stock	stock	NOUN
fcis-6021	29	34	market	market	NOUN
fcis-6021	29	35	changes	change	VERB
fcis-6021	29	36	3	3	NUM
fcis-6021	29	37	-	-	SYM
fcis-6021	29	38	4	4	NUM
fcis-6021	29	39	days	day	NOUN
fcis-6021	29	40	in	in	ADP
fcis-6021	29	41	advance	advance	NOUN
fcis-6021	29	42	.	.	PUNCT
fcis-6021	30	1	the	the	DET
fcis-6021	30	2	calm	calm	ADJ
fcis-6021	30	3	index	index	NOUN
fcis-6021	30	4	,	,	PUNCT
fcis-6021	30	5	for	for	ADP
fcis-6021	30	6	example	example	NOUN
fcis-6021	30	7	,	,	PUNCT
fcis-6021	30	8	was	be	AUX
fcis-6021	30	9	found	find	VERB
fcis-6021	30	10	to	to	PART
fcis-6021	30	11	be	be	AUX
fcis-6021	30	12	in	in	ADP
fcis-6021	30	13	line	line	NOUN
fcis-6021	30	14	with	with	ADP
fcis-6021	30	15	the	the	DET
fcis-6021	30	16	trend	trend	NOUN
fcis-6021	30	17	of	of	ADP
fcis-6021	30	18	dow	dow	PROPN
fcis-6021	30	19	jones	jones	PROPN
fcis-6021	30	20	industrial	industrial	PROPN
fcis-6021	30	21	average	average	ADJ
fcis-6021	30	22	three	three	NUM
fcis-6021	30	23	days	day	NOUN
fcis-6021	30	24	later	later	ADV
fcis-6021	30	25	,	,	PUNCT
fcis-6021	30	26	leading	lead	VERB
fcis-6021	30	27	scholars	scholar	NOUN
fcis-6021	30	28	to	to	PART
fcis-6021	30	29	conclude	conclude	VERB
fcis-6021	30	30	that	that	SCONJ
fcis-6021	30	31	the	the	DET
fcis-6021	30	32	sentiment	sentiment	NOUN
fcis-6021	30	33	of	of	ADP
fcis-6021	30	34	social	social	ADJ
fcis-6021	30	35	media	medium	NOUN
fcis-6021	30	36	users	user	NOUN
fcis-6021	30	37	towards	towards	ADP
fcis-6021	30	38	stock	stock	NOUN
fcis-6021	30	39	markets	market	NOUN
fcis-6021	30	40	could	could	AUX
fcis-6021	30	41	influence	influence	VERB
fcis-6021	30	42	investment	investment	NOUN
fcis-6021	30	43	behavior	behavior	NOUN
fcis-6021	30	44	and	and	CCONJ
fcis-6021	30	45	eventually	eventually	ADV
fcis-6021	30	46	decide	decide	VERB
fcis-6021	30	47	market	market	NOUN
fcis-6021	30	48	trends	trend	NOUN
fcis-6021	30	49	.	.	PUNCT
fcis-6021	31	1	[	[	X
fcis-6021	31	2	4	4	X
fcis-6021	31	3	]	]	SYM
fcis-6021	31	4	39	39	NUM
fcis-6021	31	5	1.2.3	1.2.3	NUM
fcis-6021	31	6	.	.	PUNCT
fcis-6021	32	1	public	public	ADJ
fcis-6021	32	2	opinion	opinion	NOUN
fcis-6021	32	3	forecasting	forecasting	NOUN
fcis-6021	32	4	sentiment	sentiment	NOUN
fcis-6021	32	5	drives	drive	VERB
fcis-6021	32	6	the	the	DET
fcis-6021	32	7	evolution	evolution	NOUN
fcis-6021	32	8	of	of	ADP
fcis-6021	32	9	online	online	ADJ
fcis-6021	32	10	public	public	ADJ
fcis-6021	32	11	opinion	opinion	NOUN
fcis-6021	32	12	and	and	CCONJ
fcis-6021	32	13	may	may	AUX
fcis-6021	32	14	result	result	VERB
fcis-6021	32	15	in	in	ADP
fcis-6021	32	16	extreme	extreme	ADJ
fcis-6021	32	17	behaviors	behavior	NOUN
fcis-6021	32	18	.	.	PUNCT
fcis-6021	33	1	scholars	scholar	NOUN
fcis-6021	33	2	have	have	AUX
fcis-6021	33	3	often	often	ADV
fcis-6021	33	4	studied	study	VERB
fcis-6021	33	5	how	how	SCONJ
fcis-6021	33	6	emotion	emotion	NOUN
fcis-6021	33	7	changes	change	VERB
fcis-6021	33	8	over	over	ADP
fcis-6021	33	9	time	time	NOUN
fcis-6021	33	10	based	base	VERB
fcis-6021	33	11	on	on	ADP
fcis-6021	33	12	data	datum	NOUN
fcis-6021	33	13	mining	mining	NOUN
fcis-6021	33	14	to	to	PART
fcis-6021	33	15	identify	identify	VERB
fcis-6021	33	16	the	the	DET
fcis-6021	33	17	trend	trend	NOUN
fcis-6021	33	18	of	of	ADP
fcis-6021	33	19	public	public	ADJ
fcis-6021	33	20	opinion	opinion	NOUN
fcis-6021	33	21	.	.	PUNCT
fcis-6021	34	1	for	for	ADP
fcis-6021	34	2	example	example	NOUN
fcis-6021	34	3	,	,	PUNCT
fcis-6021	34	4	zhang	zhang	PROPN
fcis-6021	34	5	(	(	PUNCT
fcis-6021	34	6	2019	2019	NUM
fcis-6021	34	7	)	)	PUNCT
fcis-6021	34	8	divided	divide	VERB
fcis-6021	34	9	textual	textual	ADJ
fcis-6021	34	10	sentiment	sentiment	NOUN
fcis-6021	34	11	into	into	ADP
fcis-6021	34	12	20	20	NUM
fcis-6021	34	13	fine	fine	ADV
fcis-6021	34	14	-	-	PUNCT
fcis-6021	34	15	grained	grain	VERB
fcis-6021	34	16	sentiment	sentiment	NOUN
fcis-6021	34	17	categories	category	NOUN
fcis-6021	34	18	and	and	CCONJ
fcis-6021	34	19	analyzed	analyze	VERB
fcis-6021	34	20	weibo	weibo	NOUN
fcis-6021	34	21	comments	comment	NOUN
fcis-6021	34	22	based	base	VERB
fcis-6021	34	23	on	on	ADP
fcis-6021	34	24	the	the	DET
fcis-6021	34	25	maxent	maxent	NOUN
fcis-6021	34	26	model	model	NOUN
fcis-6021	34	27	to	to	PART
fcis-6021	34	28	predict	predict	VERB
fcis-6021	34	29	online	online	ADJ
fcis-6021	34	30	public	public	ADJ
fcis-6021	34	31	opinion.[5	opinion.[5	X
fcis-6021	34	32	]	]	X
fcis-6021	34	33	li	li	PROPN
fcis-6021	34	34	(	(	PUNCT
fcis-6021	34	35	2019	2019	NUM
fcis-6021	34	36	)	)	PUNCT
fcis-6021	34	37	built	build	VERB
fcis-6021	34	38	a	a	DET
fcis-6021	34	39	model	model	NOUN
fcis-6021	34	40	of	of	ADP
fcis-6021	34	41	two	two	NUM
fcis-6021	34	42	foci	focus	NOUN
fcis-6021	34	43	,	,	PUNCT
fcis-6021	34	44	i.e.	i.e.	X
fcis-6021	34	45	,	,	PUNCT
fcis-6021	34	46	time	time	NOUN
fcis-6021	34	47	and	and	CCONJ
fcis-6021	34	48	user	user	NOUN
fcis-6021	34	49	,	,	PUNCT
fcis-6021	34	50	to	to	PART
fcis-6021	34	51	predict	predict	VERB
fcis-6021	34	52	the	the	DET
fcis-6021	34	53	sentiments	sentiment	NOUN
fcis-6021	34	54	of	of	ADP
fcis-6021	34	55	multiple	multiple	ADJ
fcis-6021	34	56	users	user	NOUN
fcis-6021	34	57	and	and	CCONJ
fcis-6021	34	58	texts	text	NOUN
fcis-6021	34	59	during	during	ADP
fcis-6021	34	60	a	a	DET
fcis-6021	34	61	particular	particular	ADJ
fcis-6021	34	62	period	period	NOUN
fcis-6021	34	63	of	of	ADP
fcis-6021	34	64	time.[6	time.[6	PRON
fcis-6021	34	65	]	]	X
fcis-6021	34	66	majumder	majumder	NOUN
fcis-6021	34	67	n	n	PROPN
fcis-6021	34	68	(	(	PUNCT
fcis-6021	34	69	2018	2018	NUM
fcis-6021	34	70	)	)	PUNCT
fcis-6021	34	71	used	use	VERB
fcis-6021	34	72	cnn	cnn	PROPN
fcis-6021	34	73	,	,	PUNCT
fcis-6021	34	74	open	open	ADJ
fcis-6021	34	75	smile	smile	NOUN
fcis-6021	34	76	,	,	PUNCT
fcis-6021	34	77	3d	3d	PROPN
fcis-6021	34	78	-	-	PUNCT
fcis-6021	34	79	cnn	cnn	PROPN
fcis-6021	34	80	to	to	PART
fcis-6021	34	81	extract	extract	VERB
fcis-6021	34	82	feature	feature	NOUN
fcis-6021	34	83	vectors	vector	NOUN
fcis-6021	34	84	of	of	ADP
fcis-6021	34	85	text	text	NOUN
fcis-6021	34	86	,	,	PUNCT
fcis-6021	34	87	audio	audio	NOUN
fcis-6021	34	88	and	and	CCONJ
fcis-6021	34	89	video	video	NOUN
fcis-6021	34	90	,	,	PUNCT
fcis-6021	34	91	and	and	CCONJ
fcis-6021	34	92	gru	gru	NOUN
fcis-6021	34	93	networks	network	NOUN
fcis-6021	34	94	to	to	PART
fcis-6021	34	95	process	process	VERB
fcis-6021	34	96	these	these	DET
fcis-6021	34	97	feature	feature	NOUN
fcis-6021	34	98	vectors	vector	NOUN
fcis-6021	34	99	to	to	PART
fcis-6021	34	100	reduce	reduce	VERB
fcis-6021	34	101	information	information	NOUN
fcis-6021	34	102	conflict	conflict	NOUN
fcis-6021	34	103	and	and	CCONJ
fcis-6021	34	104	redundancy	redundancy	NOUN
fcis-6021	34	105	which	which	PRON
fcis-6021	34	106	are	be	AUX
fcis-6021	34	107	common	common	ADJ
fcis-6021	34	108	shortcomings	shortcoming	NOUN
fcis-6021	34	109	of	of	ADP
fcis-6021	34	110	traditional	traditional	ADJ
fcis-6021	34	111	fusion	fusion	NOUN
fcis-6021	34	112	techniques.[7	techniques.[7	ADV
fcis-6021	34	113	]	]	PUNCT
fcis-6021	34	114	however	however	ADV
fcis-6021	34	115	,	,	PUNCT
fcis-6021	34	116	emotions	emotion	NOUN
fcis-6021	34	117	are	be	AUX
fcis-6021	34	118	embedded	embed	VERB
fcis-6021	34	119	in	in	ADP
fcis-6021	34	120	multimodal	multimodal	NOUN
fcis-6021	34	121	data	datum	NOUN
fcis-6021	34	122	,	,	PUNCT
fcis-6021	34	123	such	such	ADJ
fcis-6021	34	124	as	as	ADP
fcis-6021	34	125	text	text	NOUN
fcis-6021	34	126	,	,	PUNCT
fcis-6021	34	127	picture	picture	NOUN
fcis-6021	34	128	and	and	CCONJ
fcis-6021	34	129	video	video	NOUN
fcis-6021	34	130	and	and	CCONJ
fcis-6021	34	131	represented	represent	VERB
fcis-6021	34	132	in	in	ADP
fcis-6021	34	133	more	more	ADV
fcis-6021	34	134	subtle	subtle	ADJ
fcis-6021	34	135	and	and	CCONJ
fcis-6021	34	136	implicit	implicit	ADJ
fcis-6021	34	137	ways	way	NOUN
fcis-6021	34	138	.	.	PUNCT
fcis-6021	35	1	cross	cross	ADJ
fcis-6021	35	2	-	-	ADJ
fcis-6021	35	3	media	media	ADJ
fcis-6021	35	4	presence	presence	NOUN
fcis-6021	35	5	and	and	CCONJ
fcis-6021	35	6	multiple	multiple	ADJ
fcis-6021	35	7	sources	source	NOUN
fcis-6021	35	8	are	be	AUX
fcis-6021	35	9	also	also	ADV
fcis-6021	35	10	potential	potential	ADJ
fcis-6021	35	11	challenges	challenge	NOUN
fcis-6021	35	12	.	.	PUNCT
fcis-6021	36	1	in	in	ADP
fcis-6021	36	2	this	this	DET
fcis-6021	36	3	regard	regard	NOUN
fcis-6021	36	4	,	,	PUNCT
fcis-6021	36	5	academia	academia	NOUN
fcis-6021	36	6	and	and	CCONJ
fcis-6021	36	7	industry	industry	NOUN
fcis-6021	36	8	tend	tend	VERB
fcis-6021	36	9	to	to	PART
fcis-6021	36	10	adopt	adopt	VERB
fcis-6021	36	11	multimodal	multimodal	NOUN
fcis-6021	36	12	fusion	fusion	NOUN
fcis-6021	36	13	models	model	NOUN
fcis-6021	36	14	for	for	ADP
fcis-6021	36	15	emotion	emotion	NOUN
fcis-6021	36	16	recognition	recognition	NOUN
fcis-6021	36	17	,	,	PUNCT
fcis-6021	36	18	extract	extract	VERB
fcis-6021	36	19	feature	feature	NOUN
fcis-6021	36	20	indicators	indicator	NOUN
fcis-6021	36	21	of	of	ADP
fcis-6021	36	22	different	different	ADJ
fcis-6021	36	23	forms	form	NOUN
fcis-6021	36	24	from	from	ADP
fcis-6021	36	25	text	text	NOUN
fcis-6021	36	26	,	,	PUNCT
fcis-6021	36	27	picture	picture	NOUN
fcis-6021	36	28	,	,	PUNCT
fcis-6021	36	29	audio	audio	NOUN
fcis-6021	36	30	and	and	CCONJ
fcis-6021	36	31	video	video	NOUN
fcis-6021	36	32	and	and	CCONJ
fcis-6021	36	33	perform	perform	VERB
fcis-6021	36	34	fusion	fusion	NOUN
fcis-6021	36	35	for	for	ADP
fcis-6021	36	36	standardized	standardized	ADJ
fcis-6021	36	37	evaluation	evaluation	NOUN
fcis-6021	36	38	.	.	PUNCT
fcis-6021	37	1	this	this	DET
fcis-6021	37	2	study	study	NOUN
fcis-6021	37	3	will	will	AUX
fcis-6021	37	4	start	start	VERB
fcis-6021	37	5	with	with	ADP
fcis-6021	37	6	an	an	DET
fcis-6021	37	7	overview	overview	NOUN
fcis-6021	37	8	of	of	ADP
fcis-6021	37	9	sentiment	sentiment	NOUN
fcis-6021	37	10	analysis	analysis	NOUN
fcis-6021	37	11	of	of	ADP
fcis-6021	37	12	online	online	ADJ
fcis-6021	37	13	public	public	ADJ
fcis-6021	37	14	opinion	opinion	NOUN
fcis-6021	37	15	,	,	PUNCT
fcis-6021	37	16	including	include	VERB
fcis-6021	37	17	the	the	DET
fcis-6021	37	18	basic	basic	ADJ
fcis-6021	37	19	steps	step	NOUN
fcis-6021	37	20	and	and	CCONJ
fcis-6021	37	21	sentiment	sentiment	NOUN
fcis-6021	37	22	classification	classification	NOUN
fcis-6021	37	23	and	and	CCONJ
fcis-6021	37	24	then	then	ADV
fcis-6021	37	25	compare	compare	VERB
fcis-6021	37	26	recognition	recognition	NOUN
fcis-6021	37	27	methods	method	NOUN
fcis-6021	37	28	,	,	PUNCT
fcis-6021	37	29	aiming	aim	VERB
fcis-6021	37	30	to	to	PART
fcis-6021	37	31	improve	improve	VERB
fcis-6021	37	32	multimodal	multimodal	ADJ
fcis-6021	37	33	sentiment	sentiment	NOUN
fcis-6021	37	34	analysis	analysis	NOUN
fcis-6021	37	35	models	model	NOUN
fcis-6021	37	36	and	and	CCONJ
fcis-6021	37	37	explore	explore	VERB
fcis-6021	37	38	their	their	PRON
fcis-6021	37	39	application	application	NOUN
fcis-6021	37	40	possibilities	possibility	NOUN
fcis-6021	37	41	.	.	PUNCT
fcis-6021	38	1	2	2	X
fcis-6021	38	2	.	.	X
fcis-6021	38	3	literature	literature	NOUN
fcis-6021	38	4	review	review	PROPN
fcis-6021	38	5	sentiment	sentiment	NOUN
fcis-6021	38	6	analysis	analysis	NOUN
fcis-6021	38	7	has	have	AUX
fcis-6021	38	8	long	long	ADV
fcis-6021	38	9	been	be	AUX
fcis-6021	38	10	popular	popular	ADJ
fcis-6021	38	11	in	in	ADP
fcis-6021	38	12	academia	academia	NOUN
fcis-6021	38	13	.	.	PUNCT
fcis-6021	39	1	some	some	DET
fcis-6021	39	2	scholars	scholar	NOUN
fcis-6021	39	3	have	have	AUX
fcis-6021	39	4	used	use	VERB
fcis-6021	39	5	the	the	DET
fcis-6021	39	6	methods	method	NOUN
fcis-6021	39	7	of	of	ADP
fcis-6021	39	8	frequency	frequency	NOUN
fcis-6021	39	9	–	–	PUNCT
fcis-6021	39	10	inverse	inverse	ADJ
fcis-6021	39	11	document	document	NOUN
fcis-6021	39	12	frequency	frequency	NOUN
fcis-6021	39	13	(	(	PUNCT
fcis-6021	39	14	tf	tf	INTJ
fcis-6021	39	15	–	–	PUNCT
fcis-6021	39	16	idf	idf	PROPN
fcis-6021	39	17	)	)	PUNCT
fcis-6021	39	18	and	and	CCONJ
fcis-6021	39	19	data	datum	NOUN
fcis-6021	39	20	mining	mining	NOUN
fcis-6021	39	21	to	to	PART
fcis-6021	39	22	examine	examine	VERB
fcis-6021	39	23	the	the	DET
fcis-6021	39	24	co	co	NOUN
fcis-6021	39	25	-	-	NOUN
fcis-6021	39	26	occurrence	occurrence	NOUN
fcis-6021	39	27	of	of	ADP
fcis-6021	39	28	words	word	NOUN
fcis-6021	39	29	in	in	ADP
fcis-6021	39	30	comments	comment	NOUN
fcis-6021	39	31	and	and	CCONJ
fcis-6021	39	32	established	establish	VERB
fcis-6021	39	33	the	the	DET
fcis-6021	39	34	initial	initial	ADJ
fcis-6021	39	35	research	research	NOUN
fcis-6021	39	36	themes	theme	NOUN
fcis-6021	39	37	as	as	SCONJ
fcis-6021	39	38	shown	show	VERB
fcis-6021	39	39	in	in	ADP
fcis-6021	39	40	figure	figure	NOUN
fcis-6021	39	41	2.[8	2.[8	NOUN
fcis-6021	39	42	]	]	X
fcis-6021	39	43	chinese	chinese	ADJ
fcis-6021	39	44	scholars	scholar	NOUN
fcis-6021	39	45	prefer	prefer	VERB
fcis-6021	39	46	research	research	NOUN
fcis-6021	39	47	themes	theme	NOUN
fcis-6021	39	48	of	of	ADP
fcis-6021	39	49	online	online	ADJ
fcis-6021	39	50	opinion	opinion	NOUN
fcis-6021	39	51	monitoring	monitoring	NOUN
fcis-6021	39	52	,	,	PUNCT
fcis-6021	39	53	sentiment	sentiment	NOUN
fcis-6021	39	54	evolution	evolution	NOUN
fcis-6021	39	55	and	and	CCONJ
fcis-6021	39	56	sentiment	sentiment	NOUN
fcis-6021	39	57	classification	classification	NOUN
fcis-6021	39	58	,	,	PUNCT
fcis-6021	39	59	while	while	SCONJ
fcis-6021	39	60	foreign	foreign	ADJ
fcis-6021	39	61	scholars	scholar	NOUN
fcis-6021	39	62	are	be	AUX
fcis-6021	39	63	more	more	ADV
fcis-6021	39	64	concerned	concerned	ADJ
fcis-6021	39	65	with	with	ADP
fcis-6021	39	66	data	datum	NOUN
fcis-6021	39	67	mining	mining	NOUN
fcis-6021	39	68	.	.	PUNCT
fcis-6021	40	1	research	research	NOUN
fcis-6021	40	2	steps	step	NOUN
fcis-6021	40	3	include	include	VERB
fcis-6021	40	4	sentiment	sentiment	NOUN
fcis-6021	40	5	information	information	NOUN
fcis-6021	40	6	extraction	extraction	NOUN
fcis-6021	40	7	,	,	PUNCT
fcis-6021	40	8	sentiment	sentiment	NOUN
fcis-6021	40	9	classification	classification	NOUN
fcis-6021	40	10	,	,	PUNCT
fcis-6021	40	11	sentiment	sentiment	NOUN
fcis-6021	40	12	retrieval	retrieval	NOUN
fcis-6021	40	13	and	and	CCONJ
fcis-6021	40	14	summarization	summarization	NOUN
fcis-6021	40	15	,	,	PUNCT
fcis-6021	40	16	etc	etc	X
fcis-6021	40	17	.	.	X
fcis-6021	41	1	the	the	DET
fcis-6021	41	2	three	three	NUM
fcis-6021	41	3	main	main	ADJ
fcis-6021	41	4	research	research	NOUN
fcis-6021	41	5	approaches	approach	NOUN
fcis-6021	41	6	are	be	AUX
fcis-6021	41	7	machine	machine	NOUN
fcis-6021	41	8	learning	learning	NOUN
fcis-6021	41	9	,	,	PUNCT
fcis-6021	41	10	deep	deep	ADJ
fcis-6021	41	11	learning	learning	NOUN
fcis-6021	41	12	and	and	CCONJ
fcis-6021	41	13	sentiment	sentiment	NOUN
fcis-6021	41	14	analysis	analysis	NOUN
fcis-6021	41	15	dictionaries	dictionary	NOUN
fcis-6021	41	16	.	.	PUNCT
fcis-6021	42	1	the	the	DET
fcis-6021	42	2	early	early	ADJ
fcis-6021	42	3	-	-	PUNCT
fcis-6021	42	4	stage	stage	NOUN
fcis-6021	42	5	research	research	NOUN
fcis-6021	42	6	was	be	AUX
fcis-6021	42	7	dominated	dominate	VERB
fcis-6021	42	8	by	by	ADP
fcis-6021	42	9	the	the	DET
fcis-6021	42	10	last	last	ADJ
fcis-6021	42	11	approach	approach	NOUN
fcis-6021	42	12	and	and	CCONJ
fcis-6021	42	13	at	at	ADP
fcis-6021	42	14	a	a	DET
fcis-6021	42	15	later	later	ADJ
fcis-6021	42	16	stage	stage	NOUN
fcis-6021	42	17	,	,	PUNCT
fcis-6021	42	18	machine	machine	NOUN
fcis-6021	42	19	learning	learning	NOUN
fcis-6021	42	20	,	,	PUNCT
fcis-6021	42	21	deep	deep	ADJ
fcis-6021	42	22	learning	learning	NOUN
fcis-6021	42	23	and	and	CCONJ
fcis-6021	42	24	leveraging	leverage	VERB
fcis-6021	42	25	cognitive	cognitive	ADJ
fcis-6021	42	26	features	feature	NOUN
fcis-6021	42	27	for	for	ADP
fcis-6021	42	28	sentiment	sentiment	NOUN
fcis-6021	42	29	analysis	analysis	NOUN
fcis-6021	42	30	gained	gain	VERB
fcis-6021	42	31	popularity	popularity	NOUN
fcis-6021	42	32	.	.	PUNCT
fcis-6021	43	1	figure	figure	NOUN
fcis-6021	43	2	2	2	NUM
fcis-6021	43	3	.	.	PUNCT
fcis-6021	43	4	top	top	ADJ
fcis-6021	43	5	10	10	NUM
fcis-6021	43	6	keywords	keyword	NOUN
fcis-6021	43	7	in	in	ADP
fcis-6021	43	8	literature	literature	NOUN
fcis-6021	43	9	of	of	ADP
fcis-6021	43	10	sentimental	sentimental	ADJ
fcis-6021	43	11	analysis	analysis	NOUN
fcis-6021	43	12	of	of	ADP
fcis-6021	43	13	online	online	ADJ
fcis-6021	43	14	public	public	ADJ
fcis-6021	43	15	opinion	opinion	NOUN
fcis-6021	43	16	2.1	2.1	NUM
fcis-6021	43	17	.	.	PUNCT
fcis-6021	44	1	steps	step	NOUN
fcis-6021	44	2	sentiment	sentiment	NOUN
fcis-6021	44	3	analysis	analysis	NOUN
fcis-6021	44	4	mainly	mainly	ADV
fcis-6021	44	5	includes	include	VERB
fcis-6021	44	6	information	information	NOUN
fcis-6021	44	7	extraction	extraction	NOUN
fcis-6021	44	8	,	,	PUNCT
fcis-6021	44	9	sentiment	sentiment	NOUN
fcis-6021	44	10	classification	classification	NOUN
fcis-6021	44	11	,	,	PUNCT
fcis-6021	44	12	and	and	CCONJ
fcis-6021	44	13	sentiment	sentiment	NOUN
fcis-6021	44	14	retrieval	retrieval	NOUN
fcis-6021	44	15	and	and	CCONJ
fcis-6021	44	16	summarization	summarization	NOUN
fcis-6021	44	17	.	.	PUNCT
fcis-6021	45	1	as	as	SCONJ
fcis-6021	45	2	shown	show	VERB
fcis-6021	45	3	in	in	ADP
fcis-6021	45	4	figure	figure	NOUN
fcis-6021	45	5	3	3	NUM
fcis-6021	45	6	,	,	PUNCT
fcis-6021	45	7	the	the	DET
fcis-6021	45	8	first	first	ADJ
fcis-6021	45	9	step	step	NOUN
fcis-6021	45	10	is	be	AUX
fcis-6021	45	11	information	information	NOUN
fcis-6021	45	12	extraction	extraction	NOUN
fcis-6021	45	13	,	,	PUNCT
fcis-6021	45	14	which	which	PRON
fcis-6021	45	15	aims	aim	VERB
fcis-6021	45	16	to	to	PART
fcis-6021	45	17	identify	identify	VERB
fcis-6021	45	18	information	information	NOUN
fcis-6021	45	19	elements	element	NOUN
fcis-6021	45	20	that	that	PRON
fcis-6021	45	21	reflect	reflect	VERB
fcis-6021	45	22	emotional	emotional	ADJ
fcis-6021	45	23	tendencies	tendency	NOUN
fcis-6021	45	24	,	,	PUNCT
fcis-6021	45	25	such	such	ADJ
fcis-6021	45	26	as	as	ADP
fcis-6021	45	27	holder	holder	NOUN
fcis-6021	45	28	,	,	PUNCT
fcis-6021	45	29	target	target	NOUN
fcis-6021	45	30	and	and	CCONJ
fcis-6021	45	31	opinion	opinion	NOUN
fcis-6021	45	32	and	and	CCONJ
fcis-6021	45	33	provide	provide	VERB
fcis-6021	45	34	data	datum	NOUN
fcis-6021	45	35	for	for	ADP
fcis-6021	45	36	the	the	DET
fcis-6021	45	37	next	next	ADJ
fcis-6021	45	38	step	step	NOUN
fcis-6021	45	39	of	of	ADP
fcis-6021	45	40	sentiment	sentiment	NOUN
fcis-6021	45	41	classification	classification	NOUN
fcis-6021	45	42	.	.	PUNCT
fcis-6021	46	1	the	the	DET
fcis-6021	46	2	second	second	ADJ
fcis-6021	46	3	step	step	NOUN
fcis-6021	46	4	is	be	AUX
fcis-6021	46	5	sentiment	sentiment	NOUN
fcis-6021	46	6	classification	classification	NOUN
fcis-6021	46	7	,	,	PUNCT
fcis-6021	46	8	which	which	PRON
fcis-6021	46	9	categorizes	categorize	VERB
fcis-6021	46	10	opinions	opinion	NOUN
fcis-6021	46	11	based	base	VERB
fcis-6021	46	12	on	on	ADP
fcis-6021	46	13	emotional	emotional	ADJ
fcis-6021	46	14	tendencies	tendency	NOUN
fcis-6021	46	15	with	with	ADP
fcis-6021	46	16	the	the	DET
fcis-6021	46	17	help	help	NOUN
fcis-6021	46	18	of	of	ADP
fcis-6021	46	19	dictionaries	dictionary	NOUN
fcis-6021	46	20	and	and	CCONJ
fcis-6021	46	21	rules	rule	NOUN
fcis-6021	46	22	,	,	PUNCT
fcis-6021	46	23	and	and	CCONJ
fcis-6021	46	24	machine	machine	NOUN
fcis-6021	46	25	learning	learning	NOUN
fcis-6021	46	26	.	.	PUNCT
fcis-6021	47	1	the	the	DET
fcis-6021	47	2	third	third	ADJ
fcis-6021	47	3	step	step	NOUN
fcis-6021	47	4	is	be	AUX
fcis-6021	47	5	sentiment	sentiment	NOUN
fcis-6021	47	6	summarization	summarization	NOUN
fcis-6021	47	7	,	,	PUNCT
fcis-6021	47	8	which	which	PRON
fcis-6021	47	9	refines	refine	VERB
fcis-6021	47	10	and	and	CCONJ
fcis-6021	47	11	condenses	condense	VERB
fcis-6021	47	12	sentiment	sentiment	NOUN
fcis-6021	47	13	data	datum	NOUN
fcis-6021	47	14	.	.	PUNCT
fcis-6021	48	1	figure	figure	NOUN
fcis-6021	48	2	3	3	NUM
fcis-6021	48	3	.	.	PUNCT
fcis-6021	48	4	steps	step	NOUN
fcis-6021	48	5	of	of	ADP
fcis-6021	48	6	sentiment	sentiment	NOUN
fcis-6021	48	7	analysis	analysis	NOUN
fcis-6021	48	8	2.2	2.2	NUM
fcis-6021	48	9	.	.	PUNCT
fcis-6021	49	1	classification	classification	NOUN
fcis-6021	49	2	emotions	emotion	NOUN
fcis-6021	49	3	are	be	AUX
fcis-6021	49	4	not	not	PART
fcis-6021	49	5	limited	limit	VERB
fcis-6021	49	6	to	to	ADP
fcis-6021	49	7	two	two	NUM
fcis-6021	49	8	categories	category	NOUN
fcis-6021	49	9	of	of	ADP
fcis-6021	49	10	positive	positive	ADJ
fcis-6021	49	11	and	and	CCONJ
fcis-6021	49	12	negative	negative	ADJ
fcis-6021	49	13	and	and	CCONJ
fcis-6021	49	14	different	different	ADJ
fcis-6021	49	15	emotions	emotion	NOUN
fcis-6021	49	16	coexist	coexist	VERB
fcis-6021	49	17	.	.	PUNCT
fcis-6021	50	1	plutchik	plutchik	NOUN
fcis-6021	50	2	(	(	PUNCT
fcis-6021	50	3	2001	2001	NUM
fcis-6021	50	4	)	)	PUNCT
fcis-6021	50	5	hypothesizes	hypothesize	VERB
fcis-6021	50	6	that	that	SCONJ
fcis-6021	50	7	the	the	DET
fcis-6021	50	8	combination	combination	NOUN
fcis-6021	50	9	of	of	ADP
fcis-6021	50	10	two	two	NUM
fcis-6021	50	11	similar	similar	ADJ
fcis-6021	50	12	basic	basic	ADJ
fcis-6021	50	13	emotions	emotion	NOUN
fcis-6021	50	14	leads	lead	VERB
fcis-6021	50	15	to	to	ADP
fcis-6021	50	16	a	a	DET
fcis-6021	50	17	complex	complex	ADJ
fcis-6021	50	18	emotion	emotion	NOUN
fcis-6021	50	19	.	.	PUNCT
fcis-6021	51	1	happiness	happiness	NOUN
fcis-6021	51	2	and	and	CCONJ
fcis-6021	51	3	expectation	expectation	NOUN
fcis-6021	51	4	,	,	PUNCT
fcis-6021	51	5	for	for	ADP
fcis-6021	51	6	example	example	NOUN
fcis-6021	51	7	,	,	PUNCT
fcis-6021	51	8	equals	equal	VERB
fcis-6021	51	9	optimism	optimism	NOUN
fcis-6021	51	10	.	.	PUNCT
fcis-6021	52	1	[	[	X
fcis-6021	52	2	9	9	NUM
fcis-6021	52	3	]	]	PUNCT
fcis-6021	52	4	as	as	ADP
fcis-6021	52	5	a	a	DET
fcis-6021	52	6	result	result	NOUN
fcis-6021	52	7	,	,	PUNCT
fcis-6021	52	8	scholars	scholar	NOUN
fcis-6021	52	9	focus	focus	VERB
fcis-6021	52	10	on	on	ADP
fcis-6021	52	11	refining	refine	VERB
fcis-6021	52	12	classification	classification	NOUN
fcis-6021	52	13	methods	method	NOUN
fcis-6021	52	14	and	and	CCONJ
fcis-6021	52	15	diversifying	diversify	VERB
fcis-6021	52	16	levels	level	NOUN
fcis-6021	52	17	of	of	ADP
fcis-6021	52	18	analysis	analysis	NOUN
fcis-6021	52	19	to	to	PART
fcis-6021	52	20	improve	improve	VERB
fcis-6021	52	21	the	the	DET
fcis-6021	52	22	speed	speed	NOUN
fcis-6021	52	23	and	and	CCONJ
fcis-6021	52	24	quality	quality	NOUN
fcis-6021	52	25	of	of	ADP
fcis-6021	52	26	recognition	recognition	NOUN
fcis-6021	52	27	.	.	PUNCT
fcis-6021	53	1	2.2.1	2.2.1	NUM
fcis-6021	53	2	.	.	PUNCT
fcis-6021	53	3	sentiment	sentiment	NOUN
fcis-6021	53	4	categories	category	NOUN
fcis-6021	53	5	sentiment	sentiment	NOUN
fcis-6021	53	6	classification	classification	NOUN
fcis-6021	53	7	originated	originate	VERB
fcis-6021	53	8	in	in	ADP
fcis-6021	53	9	the	the	DET
fcis-6021	53	10	west	west	NOUN
fcis-6021	53	11	,	,	PUNCT
fcis-6021	53	12	where	where	SCONJ
fcis-6021	53	13	the	the	DET
fcis-6021	53	14	philosopher	philosopher	NOUN
fcis-6021	53	15	descartes	descarte	VERB
fcis-6021	53	16	classified	classify	VERB
fcis-6021	53	17	the	the	DET
fcis-6021	53	18	“	"	PUNCT
fcis-6021	53	19	primitive	primitive	ADJ
fcis-6021	53	20	”	"	PUNCT
fcis-6021	53	21	human	human	ADJ
fcis-6021	53	22	emotions	emotion	NOUN
fcis-6021	53	23	as	as	ADP
fcis-6021	53	24	surprise	surprise	NOUN
fcis-6021	53	25	,	,	PUNCT
fcis-6021	53	26	happiness	happiness	NOUN
fcis-6021	53	27	,	,	PUNCT
fcis-6021	53	28	hate	hate	NOUN
fcis-6021	53	29	,	,	PUNCT
fcis-6021	53	30	desire	desire	NOUN
fcis-6021	53	31	,	,	PUNCT
fcis-6021	53	32	joy	joy	NOUN
fcis-6021	53	33	,	,	PUNCT
fcis-6021	53	34	and	and	CCONJ
fcis-6021	53	35	sorrow	sorrow	NOUN
fcis-6021	53	36	,	,	PUNCT
fcis-6021	53	37	and	and	CCONJ
fcis-6021	53	38	the	the	DET
fcis-6021	53	39	other	other	ADJ
fcis-6021	53	40	emotions	emotion	NOUN
fcis-6021	53	41	are	be	AUX
fcis-6021	53	42	refinements	refinement	NOUN
fcis-6021	53	43	and	and	CCONJ
fcis-6021	53	44	combinations	combination	NOUN
fcis-6021	53	45	of	of	ADP
fcis-6021	53	46	these	these	DET
fcis-6021	53	47	six	six	NUM
fcis-6021	53	48	emotions	emotion	NOUN
fcis-6021	53	49	.	.	PUNCT
fcis-6021	54	1	ekman	ekman	NOUN
fcis-6021	54	2	(	(	PUNCT
fcis-6021	54	3	1992	1992	NUM
fcis-6021	54	4	)	)	PUNCT
fcis-6021	54	5	proposed	propose	VERB
fcis-6021	54	6	the	the	DET
fcis-6021	54	7	use	use	NOUN
fcis-6021	54	8	of	of	ADP
fcis-6021	54	9	facial	facial	ADJ
fcis-6021	54	10	expressions	expression	NOUN
fcis-6021	54	11	and	and	CCONJ
fcis-6021	54	12	physiological	physiological	ADJ
fcis-6021	54	13	processes	process	NOUN
fcis-6021	54	14	to	to	PART
fcis-6021	54	15	identify	identify	VERB
fcis-6021	54	16	emotional	emotional	ADJ
fcis-6021	54	17	changes	change	NOUN
fcis-6021	54	18	,	,	PUNCT
fcis-6021	54	19	and	and	CCONJ
fcis-6021	54	20	a	a	DET
fcis-6021	54	21	theory	theory	NOUN
fcis-6021	54	22	of	of	ADP
fcis-6021	54	23	six	six	NUM
fcis-6021	54	24	basic	basic	ADJ
fcis-6021	54	25	emotions	emotion	NOUN
fcis-6021	54	26	which	which	PRON
fcis-6021	54	27	are	be	AUX
fcis-6021	54	28	joy	joy	NOUN
fcis-6021	54	29	,	,	PUNCT
fcis-6021	54	30	sadness	sadness	NOUN
fcis-6021	54	31	,	,	PUNCT
fcis-6021	54	32	anger	anger	NOUN
fcis-6021	54	33	,	,	PUNCT
fcis-6021	54	34	fear	fear	NOUN
fcis-6021	54	35	,	,	PUNCT
fcis-6021	54	36	disgust	disgust	NOUN
fcis-6021	54	37	,	,	PUNCT
fcis-6021	54	38	and	and	CCONJ
fcis-6021	54	39	surprise	surprise	NOUN
fcis-6021	54	40	.	.	PUNCT
fcis-6021	55	1	[	[	X
fcis-6021	55	2	10	10	NUM
fcis-6021	55	3	]	]	PUNCT
fcis-6021	55	4	on	on	ADP
fcis-6021	55	5	the	the	DET
fcis-6021	55	6	basis	basis	NOUN
fcis-6021	55	7	of	of	ADP
fcis-6021	55	8	existing	exist	VERB
fcis-6021	55	9	theories	theory	NOUN
fcis-6021	55	10	,	,	PUNCT
fcis-6021	55	11	parrott	parrott	PROPN
fcis-6021	55	12	(	(	PUNCT
fcis-6021	55	13	2001	2001	NUM
fcis-6021	55	14	)	)	PUNCT
fcis-6021	55	15	constructed	construct	VERB
fcis-6021	55	16	a	a	DET
fcis-6021	55	17	three	three	NUM
fcis-6021	55	18	-	-	PUNCT
fcis-6021	55	19	layered	layer	VERB
fcis-6021	55	20	tree	tree	NOUN
fcis-6021	55	21	structured	structure	VERB
fcis-6021	55	22	model	model	NOUN
fcis-6021	55	23	with	with	ADP
fcis-6021	55	24	the	the	DET
fcis-6021	55	25	first	first	ADJ
fcis-6021	55	26	layer	layer	NOUN
fcis-6021	55	27	as	as	ADP
fcis-6021	55	28	love	love	NOUN
fcis-6021	55	29	,	,	PUNCT
fcis-6021	55	30	joy	joy	NOUN
fcis-6021	55	31	,	,	PUNCT
fcis-6021	55	32	surprise	surprise	NOUN
fcis-6021	55	33	,	,	PUNCT
fcis-6021	55	34	anger	anger	NOUN
fcis-6021	55	35	,	,	PUNCT
fcis-6021	55	36	sadness	sadness	NOUN
fcis-6021	55	37	,	,	PUNCT
fcis-6021	55	38	and	and	CCONJ
fcis-6021	55	39	fear	fear	NOUN
fcis-6021	55	40	.	.	PUNCT
fcis-6021	56	1	eventually	eventually	ADV
fcis-6021	56	2	,	,	PUNCT
fcis-6021	56	3	after	after	ADP
fcis-6021	56	4	the	the	DET
fcis-6021	56	5	second	second	ADJ
fcis-6021	56	6	and	and	CCONJ
fcis-6021	56	7	third	third	ADJ
fcis-6021	56	8	layer	layer	NOUN
fcis-6021	56	9	,	,	PUNCT
fcis-6021	56	10	100	100	NUM
fcis-6021	56	11	emotions	emotion	NOUN
fcis-6021	56	12	are	be	AUX
fcis-6021	56	13	identified	identify	VERB
fcis-6021	56	14	.	.	PUNCT
fcis-6021	57	1	[	[	X
fcis-6021	57	2	11	11	NUM
fcis-6021	57	3	]	]	PUNCT
fcis-6021	57	4	as	as	SCONJ
fcis-6021	57	5	the	the	DET
fcis-6021	57	6	internet	internet	NOUN
fcis-6021	57	7	becomes	become	VERB
fcis-6021	57	8	more	more	ADV
fcis-6021	57	9	popular	popular	ADJ
fcis-6021	57	10	,	,	PUNCT
fcis-6021	57	11	there	there	PRON
fcis-6021	57	12	are	be	VERB
fcis-6021	57	13	more	more	ADJ
fcis-6021	57	14	researches	research	NOUN
fcis-6021	57	15	based	base	VERB
fcis-6021	57	16	on	on	ADP
fcis-6021	57	17	data	datum	NOUN
fcis-6021	57	18	from	from	ADP
fcis-6021	57	19	the	the	DET
fcis-6021	57	20	internet	internet	NOUN
fcis-6021	57	21	.	.	PUNCT
fcis-6021	58	1	in	in	ADP
fcis-6021	58	2	2006	2006	NUM
fcis-6021	58	3	,	,	PUNCT
fcis-6021	58	4	the	the	DET
fcis-6021	58	5	text	text	NOUN
fcis-6021	58	6	retrieval	retrieval	NOUN
fcis-6021	58	7	evaluation	evaluation	NOUN
fcis-6021	58	8	conference	conference	NOUN
fcis-6021	58	9	(	(	PUNCT
fcis-6021	58	10	trec	trec	PROPN
fcis-6021	58	11	)	)	PUNCT
fcis-6021	58	12	first	first	ADV
fcis-6021	58	13	introduced	introduce	VERB
fcis-6021	58	14	“	"	PUNCT
fcis-6021	58	15	blog	blog	NOUN
fcis-6021	58	16	track	track	NOUN
fcis-6021	58	17	”	"	PUNCT
fcis-6021	58	18	.	.	PUNCT
fcis-6021	59	1	mishne	mishne	PROPN
fcis-6021	59	2	(	(	PUNCT
fcis-6021	59	3	2005	2005	NUM
fcis-6021	59	4	)	)	PUNCT
fcis-6021	59	5	used	use	VERB
fcis-6021	59	6	frequency	frequency	NOUN
fcis-6021	59	7	in	in	ADP
fcis-6021	59	8	statistics	statistic	NOUN
fcis-6021	59	9	and	and	CCONJ
fcis-6021	59	10	semantic	semantic	ADJ
fcis-6021	59	11	features	feature	NOUN
fcis-6021	59	12	to	to	PART
fcis-6021	59	13	classify	classify	VERB
fcis-6021	59	14	emotions	emotion	NOUN
fcis-6021	59	15	and	and	CCONJ
fcis-6021	59	16	identified	identify	VERB
fcis-6021	59	17	37	37	NUM
fcis-6021	59	18	sentiment	sentiment	NOUN
fcis-6021	59	19	categories	category	NOUN
fcis-6021	59	20	in	in	ADP
fcis-6021	59	21	blog	blog	NOUN
fcis-6021	59	22	posts	post	NOUN
fcis-6021	59	23	.	.	PUNCT
fcis-6021	60	1	[	[	X
fcis-6021	60	2	12	12	NUM
fcis-6021	60	3	]	]	SYM
fcis-6021	60	4	2.2.2	2.2.2	NUM
fcis-6021	60	5	.	.	PUNCT
fcis-6021	60	6	level	level	NOUN
fcis-6021	60	7	of	of	ADP
fcis-6021	60	8	analysis	analysis	NOUN
fcis-6021	60	9	it	it	PRON
fcis-6021	60	10	is	be	AUX
fcis-6021	60	11	also	also	ADV
fcis-6021	60	12	necessary	necessary	ADJ
fcis-6021	60	13	to	to	PART
fcis-6021	60	14	determine	determine	VERB
fcis-6021	60	15	the	the	DET
fcis-6021	60	16	basic	basic	ADJ
fcis-6021	60	17	levels	level	NOUN
fcis-6021	60	18	and	and	CCONJ
fcis-6021	60	19	units	unit	NOUN
fcis-6021	60	20	of	of	ADP
fcis-6021	60	21	analysis	analysis	NOUN
fcis-6021	60	22	before	before	SCONJ
fcis-6021	60	23	the	the	DET
fcis-6021	60	24	analysis	analysis	NOUN
fcis-6021	60	25	begins	begin	VERB
fcis-6021	60	26	.	.	PUNCT
fcis-6021	61	1	the	the	DET
fcis-6021	61	2	aspects	aspect	NOUN
fcis-6021	61	3	of	of	ADP
fcis-6021	61	4	emotions	emotion	NOUN
fcis-6021	61	5	are	be	AUX
fcis-6021	61	6	understood	understand	VERB
fcis-6021	61	7	within	within	ADP
fcis-6021	61	8	the	the	DET
fcis-6021	61	9	chosen	choose	VERB
fcis-6021	61	10	unit	unit	NOUN
fcis-6021	61	11	and	and	CCONJ
fcis-6021	61	12	the	the	DET
fcis-6021	61	13	level	level	NOUN
fcis-6021	61	14	of	of	ADP
fcis-6021	61	15	analysis	analysis	NOUN
fcis-6021	61	16	determines	determine	VERB
fcis-6021	61	17	the	the	DET
fcis-6021	61	18	granularity	granularity	NOUN
fcis-6021	61	19	of	of	ADP
fcis-6021	61	20	emotion	emotion	NOUN
fcis-6021	61	21	recognition	recognition	NOUN
fcis-6021	61	22	.	.	PUNCT
fcis-6021	62	1	for	for	ADP
fcis-6021	62	2	example	example	NOUN
fcis-6021	62	3	,	,	PUNCT
fcis-6021	62	4	in	in	ADP
fcis-6021	62	5	terms	term	NOUN
fcis-6021	62	6	of	of	ADP
fcis-6021	62	7	traditional	traditional	ADJ
fcis-6021	62	8	text	text	NOUN
fcis-6021	62	9	analysis	analysis	NOUN
fcis-6021	62	10	,	,	PUNCT
fcis-6021	62	11	sentiment	sentiment	NOUN
fcis-6021	62	12	analysis	analysis	NOUN
fcis-6021	62	13	can	can	AUX
fcis-6021	62	14	be	be	AUX
fcis-6021	62	15	divided	divide	VERB
fcis-6021	62	16	into	into	ADP
fcis-6021	62	17	coarse	coarse	NOUN
fcis-6021	62	18	-	-	PUNCT
fcis-6021	62	19	grained	grain	VERB
fcis-6021	62	20	which	which	PRON
fcis-6021	62	21	means	mean	VERB
fcis-6021	62	22	sentence	sentence	NOUN
fcis-6021	62	23	-	-	PUNCT
fcis-6021	62	24	level	level	NOUN
fcis-6021	62	25	or	or	CCONJ
fcis-6021	62	26	text	text	NOUN
fcis-6021	62	27	-	-	PUNCT
fcis-6021	62	28	level	level	NOUN
fcis-6021	62	29	and	and	CCONJ
fcis-6021	62	30	fine	fine	ADV
fcis-6021	62	31	-	-	PUNCT
fcis-6021	62	32	grained	grain	VERB
fcis-6021	62	33	which	which	PRON
fcis-6021	62	34	means	mean	VERB
fcis-6021	62	35	target	target	NOUN
fcis-6021	62	36	-	-	PUNCT
fcis-6021	62	37	based	base	VERB
fcis-6021	62	38	and	and	CCONJ
fcis-6021	62	39	aspect	aspect	NOUN
fcis-6021	62	40	-	-	PUNCT
fcis-6021	62	41	based	base	VERB
fcis-6021	62	42	.	.	PUNCT
fcis-6021	63	1	fine	fine	ADJ
fcis-6021	63	2	-	-	PUNCT
fcis-6021	63	3	grained	grain	VERB
fcis-6021	63	4	analysis	analysis	NOUN
fcis-6021	63	5	is	be	AUX
fcis-6021	63	6	more	more	ADV
fcis-6021	63	7	and	and	CCONJ
fcis-6021	63	8	more	more	ADV
fcis-6021	63	9	popular	popular	ADJ
fcis-6021	63	10	.	.	PUNCT
fcis-6021	64	1	2.2.2.1	2.2.2.1	X
fcis-6021	64	2	.	.	PUNCT
fcis-6021	64	3	coarse	coarse	NOUN
fcis-6021	64	4	-	-	PUNCT
fcis-6021	64	5	grained	grain	VERB
fcis-6021	64	6	analysis	analysis	NOUN
fcis-6021	64	7	40	40	NUM
fcis-6021	64	8	text	text	NOUN
fcis-6021	64	9	-	-	PUNCT
fcis-6021	64	10	level	level	NOUN
fcis-6021	64	11	analysis	analysis	NOUN
fcis-6021	64	12	is	be	AUX
fcis-6021	64	13	the	the	DET
fcis-6021	64	14	most	most	ADV
fcis-6021	64	15	cursory	cursory	ADJ
fcis-6021	64	16	type	type	NOUN
fcis-6021	64	17	of	of	ADP
fcis-6021	64	18	sentiment	sentiment	NOUN
fcis-6021	64	19	analysis	analysis	NOUN
fcis-6021	64	20	,	,	PUNCT
fcis-6021	64	21	assuming	assume	VERB
fcis-6021	64	22	that	that	SCONJ
fcis-6021	64	23	there	there	PRON
fcis-6021	64	24	’s	’	VERB
fcis-6021	64	25	only	only	ADV
fcis-6021	64	26	one	one	NUM
fcis-6021	64	27	kind	kind	NOUN
fcis-6021	64	28	of	of	ADP
fcis-6021	64	29	emotion	emotion	NOUN
fcis-6021	64	30	present	present	ADJ
fcis-6021	64	31	in	in	ADP
fcis-6021	64	32	the	the	DET
fcis-6021	64	33	whole	whole	ADJ
fcis-6021	64	34	text	text	NOUN
fcis-6021	64	35	which	which	PRON
fcis-6021	64	36	is	be	AUX
fcis-6021	64	37	either	either	CCONJ
fcis-6021	64	38	positive	positive	ADJ
fcis-6021	64	39	or	or	CCONJ
fcis-6021	64	40	negative	negative	ADJ
fcis-6021	64	41	.	.	PUNCT
fcis-6021	65	1	sentence	sentence	NOUN
fcis-6021	65	2	-	-	PUNCT
fcis-6021	65	3	level	level	NOUN
fcis-6021	65	4	analysis	analysis	NOUN
fcis-6021	65	5	divides	divide	VERB
fcis-6021	65	6	a	a	DET
fcis-6021	65	7	text	text	NOUN
fcis-6021	65	8	into	into	ADP
fcis-6021	65	9	sentences	sentence	NOUN
fcis-6021	65	10	.	.	PUNCT
fcis-6021	66	1	even	even	ADV
fcis-6021	66	2	though	though	SCONJ
fcis-6021	66	3	the	the	DET
fcis-6021	66	4	unit	unit	NOUN
fcis-6021	66	5	of	of	ADP
fcis-6021	66	6	analysis	analysis	NOUN
fcis-6021	66	7	is	be	AUX
fcis-6021	66	8	smaller	small	ADJ
fcis-6021	66	9	and	and	CCONJ
fcis-6021	66	10	the	the	DET
fcis-6021	66	11	granularity	granularity	NOUN
fcis-6021	66	12	is	be	AUX
fcis-6021	66	13	higher	high	ADJ
fcis-6021	66	14	,	,	PUNCT
fcis-6021	66	15	the	the	DET
fcis-6021	66	16	thinking	thinking	NOUN
fcis-6021	66	17	behind	behind	ADP
fcis-6021	66	18	it	it	PRON
fcis-6021	66	19	is	be	AUX
fcis-6021	66	20	no	no	ADV
fcis-6021	66	21	different	different	ADJ
fcis-6021	66	22	.	.	PUNCT
fcis-6021	67	1	as	as	ADP
fcis-6021	67	2	for	for	ADP
fcis-6021	67	3	steps	step	NOUN
fcis-6021	67	4	,	,	PUNCT
fcis-6021	67	5	sentence	sentence	NOUN
fcis-6021	67	6	-	-	PUNCT
fcis-6021	67	7	level	level	NOUN
fcis-6021	67	8	analysis	analysis	NOUN
fcis-6021	67	9	includes	include	VERB
fcis-6021	67	10	judging	judge	VERB
fcis-6021	67	11	whether	whether	SCONJ
fcis-6021	67	12	a	a	DET
fcis-6021	67	13	sentence	sentence	NOUN
fcis-6021	67	14	is	be	AUX
fcis-6021	67	15	objective	objective	ADJ
fcis-6021	67	16	or	or	CCONJ
fcis-6021	67	17	subjective	subjective	ADJ
fcis-6021	67	18	at	at	ADP
fcis-6021	67	19	the	the	DET
fcis-6021	67	20	very	very	ADV
fcis-6021	67	21	beginning	beginning	NOUN
fcis-6021	67	22	and	and	CCONJ
fcis-6021	67	23	then	then	ADV
fcis-6021	67	24	dividing	divide	VERB
fcis-6021	67	25	subjective	subjective	ADJ
fcis-6021	67	26	sentences	sentence	NOUN
fcis-6021	67	27	into	into	ADP
fcis-6021	67	28	positive	positive	ADJ
fcis-6021	67	29	and	and	CCONJ
fcis-6021	67	30	negative	negative	ADJ
fcis-6021	67	31	.	.	PUNCT
fcis-6021	68	1	however	however	ADV
fcis-6021	68	2	,	,	PUNCT
fcis-6021	68	3	both	both	DET
fcis-6021	68	4	sentence	sentence	NOUN
fcis-6021	68	5	-	-	PUNCT
fcis-6021	68	6	level	level	NOUN
fcis-6021	68	7	and	and	CCONJ
fcis-6021	68	8	text	text	NOUN
fcis-6021	68	9	-	-	PUNCT
fcis-6021	68	10	level	level	NOUN
fcis-6021	68	11	analyses	analysis	NOUN
fcis-6021	68	12	are	be	AUX
fcis-6021	68	13	based	base	VERB
fcis-6021	68	14	on	on	ADP
fcis-6021	68	15	the	the	DET
fcis-6021	68	16	assumption	assumption	NOUN
fcis-6021	68	17	that	that	SCONJ
fcis-6021	68	18	there	there	PRON
fcis-6021	68	19	’s	’	VERB
fcis-6021	68	20	only	only	ADV
fcis-6021	68	21	one	one	NUM
fcis-6021	68	22	kind	kind	NOUN
fcis-6021	68	23	of	of	ADP
fcis-6021	68	24	emotion	emotion	NOUN
fcis-6021	68	25	within	within	ADP
fcis-6021	68	26	the	the	DET
fcis-6021	68	27	unit	unit	NOUN
fcis-6021	68	28	of	of	ADP
fcis-6021	68	29	analysis	analysis	NOUN
fcis-6021	68	30	,	,	PUNCT
fcis-6021	68	31	in	in	ADP
fcis-6021	68	32	conflict	conflict	NOUN
fcis-6021	68	33	with	with	ADP
fcis-6021	68	34	the	the	DET
fcis-6021	68	35	complexity	complexity	NOUN
fcis-6021	68	36	and	and	CCONJ
fcis-6021	68	37	subtlety	subtlety	NOUN
fcis-6021	68	38	of	of	ADP
fcis-6021	68	39	emotions	emotion	NOUN
fcis-6021	68	40	in	in	ADP
fcis-6021	68	41	the	the	DET
fcis-6021	68	42	real	real	ADJ
fcis-6021	68	43	world	world	NOUN
fcis-6021	68	44	.	.	PUNCT
fcis-6021	69	1	2.2.2.2	2.2.2.2	X
fcis-6021	69	2	.	.	NOUN
fcis-6021	69	3	fine	fine	ADV
fcis-6021	69	4	-	-	PUNCT
fcis-6021	69	5	grained	grain	VERB
fcis-6021	69	6	analysis	analysis	NOUN
fcis-6021	69	7	considering	consider	VERB
fcis-6021	69	8	that	that	SCONJ
fcis-6021	69	9	coarse	coarse	NOUN
fcis-6021	69	10	-	-	PUNCT
fcis-6021	69	11	grained	grain	VERB
fcis-6021	69	12	analysis	analysis	NOUN
fcis-6021	69	13	can	can	AUX
fcis-6021	69	14	not	not	PART
fcis-6021	69	15	handle	handle	VERB
fcis-6021	69	16	situations	situation	NOUN
fcis-6021	69	17	where	where	SCONJ
fcis-6021	69	18	there	there	PRON
fcis-6021	69	19	are	be	VERB
fcis-6021	69	20	multiple	multiple	ADJ
fcis-6021	69	21	targets	target	NOUN
fcis-6021	69	22	and	and	CCONJ
fcis-6021	69	23	aspects	aspect	NOUN
fcis-6021	69	24	,	,	PUNCT
fcis-6021	69	25	attribute	attribute	NOUN
fcis-6021	69	26	-	-	PUNCT
fcis-6021	69	27	based	base	VERB
fcis-6021	69	28	fine	fine	ADV
fcis-6021	69	29	-	-	PUNCT
fcis-6021	69	30	grained	grain	VERB
fcis-6021	69	31	analysis	analysis	NOUN
fcis-6021	69	32	which	which	PRON
fcis-6021	69	33	excels	excel	VERB
fcis-6021	69	34	in	in	ADP
fcis-6021	69	35	mining	mining	NOUN
fcis-6021	69	36	opinions	opinion	NOUN
fcis-6021	69	37	is	be	AUX
fcis-6021	69	38	an	an	DET
fcis-6021	69	39	important	important	ADJ
fcis-6021	69	40	shift	shift	NOUN
fcis-6021	69	41	.	.	PUNCT
fcis-6021	70	1	therefore	therefore	ADV
fcis-6021	70	2	,	,	PUNCT
fcis-6021	70	3	it	it	PRON
fcis-6021	70	4	’s	’	VERB
fcis-6021	70	5	necessary	necessary	ADJ
fcis-6021	70	6	to	to	PART
fcis-6021	70	7	conduct	conduct	VERB
fcis-6021	70	8	fine	fine	ADV
fcis-6021	70	9	-	-	PUNCT
fcis-6021	70	10	grained	grain	VERB
fcis-6021	70	11	analysis	analysis	NOUN
fcis-6021	70	12	for	for	ADP
fcis-6021	70	13	the	the	DET
fcis-6021	70	14	purpose	purpose	NOUN
fcis-6021	70	15	of	of	ADP
fcis-6021	70	16	identifying	identify	VERB
fcis-6021	70	17	the	the	DET
fcis-6021	70	18	aspect	aspect	NOUN
fcis-6021	70	19	of	of	ADP
fcis-6021	70	20	an	an	DET
fcis-6021	70	21	entity	entity	NOUN
fcis-6021	70	22	and	and	CCONJ
fcis-6021	70	23	its	its	PRON
fcis-6021	70	24	corresponding	corresponding	ADJ
fcis-6021	70	25	sentiment	sentiment	NOUN
fcis-6021	70	26	lexicon	lexicon	NOUN
fcis-6021	70	27	.	.	PUNCT
fcis-6021	71	1	fine	fine	ADJ
fcis-6021	71	2	-	-	PUNCT
fcis-6021	71	3	grained	grain	VERB
fcis-6021	71	4	analysis	analysis	NOUN
fcis-6021	71	5	tends	tend	VERB
fcis-6021	71	6	to	to	PART
fcis-6021	71	7	include	include	VERB
fcis-6021	71	8	three	three	NUM
fcis-6021	71	9	steps	step	NOUN
fcis-6021	71	10	:	:	PUNCT
fcis-6021	71	11	first	first	ADV
fcis-6021	71	12	,	,	PUNCT
fcis-6021	71	13	identify	identify	VERB
fcis-6021	71	14	the	the	DET
fcis-6021	71	15	aspect	aspect	NOUN
fcis-6021	71	16	of	of	ADP
fcis-6021	71	17	an	an	DET
fcis-6021	71	18	entity	entity	NOUN
fcis-6021	71	19	and	and	CCONJ
fcis-6021	71	20	its	its	PRON
fcis-6021	71	21	corresponding	corresponding	ADJ
fcis-6021	71	22	sentiment	sentiment	NOUN
fcis-6021	71	23	lexicon	lexicon	NOUN
fcis-6021	71	24	;	;	PUNCT
fcis-6021	71	25	second	second	ADV
fcis-6021	71	26	,	,	PUNCT
fcis-6021	71	27	classify	classify	VERB
fcis-6021	71	28	the	the	DET
fcis-6021	71	29	orientation	orientation	NOUN
fcis-6021	71	30	of	of	ADP
fcis-6021	71	31	the	the	DET
fcis-6021	71	32	sentiment	sentiment	NOUN
fcis-6021	71	33	towards	towards	ADP
fcis-6021	71	34	the	the	DET
fcis-6021	71	35	aspect	aspect	NOUN
fcis-6021	71	36	of	of	ADP
fcis-6021	71	37	the	the	DET
fcis-6021	71	38	entity	entity	NOUN
fcis-6021	71	39	;	;	PUNCT
fcis-6021	71	40	third	third	ADV
fcis-6021	71	41	,	,	PUNCT
fcis-6021	71	42	summarize	summarize	VERB
fcis-6021	71	43	the	the	DET
fcis-6021	71	44	results	result	NOUN
fcis-6021	71	45	from	from	ADP
fcis-6021	71	46	classification	classification	NOUN
fcis-6021	71	47	.	.	PUNCT
fcis-6021	72	1	fine	fine	ADJ
fcis-6021	72	2	-	-	PUNCT
fcis-6021	72	3	grained	grain	VERB
fcis-6021	72	4	analysis	analysis	NOUN
fcis-6021	72	5	can	can	AUX
fcis-6021	72	6	be	be	AUX
fcis-6021	72	7	divided	divide	VERB
fcis-6021	72	8	into	into	ADP
fcis-6021	72	9	two	two	NUM
fcis-6021	72	10	kinds	kind	NOUN
fcis-6021	72	11	,	,	PUNCT
fcis-6021	72	12	i.e.	i.e.	X
fcis-6021	72	13	,	,	PUNCT
fcis-6021	72	14	entity	entity	NOUN
fcis-6021	72	15	-	-	PUNCT
fcis-6021	72	16	based	base	VERB
fcis-6021	72	17	sentiment	sentiment	NOUN
fcis-6021	72	18	analysis	analysis	NOUN
fcis-6021	72	19	and	and	CCONJ
fcis-6021	72	20	aspect	aspect	NOUN
fcis-6021	72	21	-	-	PUNCT
fcis-6021	72	22	based	base	VERB
fcis-6021	72	23	sentiment	sentiment	NOUN
fcis-6021	72	24	analysis	analysis	NOUN
fcis-6021	72	25	.	.	PUNCT
fcis-6021	73	1	in	in	ADP
fcis-6021	73	2	addition	addition	NOUN
fcis-6021	73	3	,	,	PUNCT
fcis-6021	73	4	apart	apart	ADV
fcis-6021	73	5	from	from	ADP
fcis-6021	73	6	analysis	analysis	NOUN
fcis-6021	73	7	of	of	ADP
fcis-6021	73	8	a	a	DET
fcis-6021	73	9	single	single	ADJ
fcis-6021	73	10	text	text	NOUN
fcis-6021	73	11	,	,	PUNCT
fcis-6021	73	12	scholars	scholar	NOUN
fcis-6021	73	13	also	also	ADV
fcis-6021	73	14	try	try	VERB
fcis-6021	73	15	to	to	PART
fcis-6021	73	16	take	take	VERB
fcis-6021	73	17	a	a	DET
fcis-6021	73	18	broader	broad	ADJ
fcis-6021	73	19	“	"	PUNCT
fcis-6021	73	20	event	event	NOUN
fcis-6021	73	21	”	"	PUNCT
fcis-6021	73	22	as	as	ADP
fcis-6021	73	23	a	a	DET
fcis-6021	73	24	unit	unit	NOUN
fcis-6021	73	25	of	of	ADP
fcis-6021	73	26	analysis	analysis	NOUN
fcis-6021	73	27	and	and	CCONJ
fcis-6021	73	28	extract	extract	VERB
fcis-6021	73	29	a	a	DET
fcis-6021	73	30	target	target	NOUN
fcis-6021	73	31	event	event	NOUN
fcis-6021	73	32	and	and	CCONJ
fcis-6021	73	33	elements	element	NOUN
fcis-6021	73	34	,	,	PUNCT
fcis-6021	73	35	such	such	ADJ
fcis-6021	73	36	as	as	ADP
fcis-6021	73	37	event	event	NOUN
fcis-6021	73	38	trigger	trigger	NOUN
fcis-6021	73	39	word	word	NOUN
fcis-6021	73	40	,	,	PUNCT
fcis-6021	73	41	event	event	NOUN
fcis-6021	73	42	type	type	NOUN
fcis-6021	73	43	,	,	PUNCT
fcis-6021	73	44	event	event	NOUN
fcis-6021	73	45	argument	argument	NOUN
fcis-6021	73	46	and	and	CCONJ
fcis-6021	73	47	argument	argument	ADJ
fcis-6021	73	48	role	role	NOUN
fcis-6021	73	49	from	from	ADP
fcis-6021	73	50	unstructured	unstructured	ADJ
fcis-6021	73	51	texts	text	NOUN
fcis-6021	73	52	in	in	ADP
fcis-6021	73	53	natural	natural	ADJ
fcis-6021	73	54	languages	language	NOUN
fcis-6021	73	55	with	with	ADP
fcis-6021	73	56	the	the	DET
fcis-6021	73	57	help	help	NOUN
fcis-6021	73	58	of	of	ADP
fcis-6021	73	59	event	event	NOUN
fcis-6021	73	60	extraction	extraction	NOUN
fcis-6021	73	61	methods	method	NOUN
fcis-6021	73	62	to	to	PART
fcis-6021	73	63	conduct	conduct	VERB
fcis-6021	73	64	research	research	NOUN
fcis-6021	73	65	on	on	ADP
fcis-6021	73	66	complex	complex	ADJ
fcis-6021	73	67	real	real	ADJ
fcis-6021	73	68	-	-	PUNCT
fcis-6021	73	69	life	life	NOUN
fcis-6021	73	70	scenarios	scenario	NOUN
fcis-6021	73	71	and	and	CCONJ
fcis-6021	73	72	predict	predict	VERB
fcis-6021	73	73	public	public	ADJ
fcis-6021	73	74	opinion	opinion	NOUN
fcis-6021	73	75	.	.	PUNCT
fcis-6021	74	1	[	[	X
fcis-6021	74	2	13	13	NUM
fcis-6021	74	3	]	]	SYM
fcis-6021	74	4	3	3	NUM
fcis-6021	74	5	.	.	X
fcis-6021	74	6	methodology	methodology	NOUN
fcis-6021	74	7	3.1	3.1	NUM
fcis-6021	74	8	.	.	PUNCT
fcis-6021	75	1	lexicon	lexicon	NOUN
fcis-6021	75	2	-	-	PUNCT
fcis-6021	75	3	based	base	VERB
fcis-6021	75	4	approach	approach	NOUN
fcis-6021	75	5	the	the	DET
fcis-6021	75	6	lexicon	lexicon	NOUN
fcis-6021	75	7	-	-	PUNCT
fcis-6021	75	8	based	base	VERB
fcis-6021	75	9	approach	approach	NOUN
fcis-6021	75	10	requires	require	VERB
fcis-6021	75	11	glossaries	glossary	NOUN
fcis-6021	75	12	or	or	CCONJ
fcis-6021	75	13	dictionaries	dictionary	NOUN
fcis-6021	75	14	as	as	ADP
fcis-6021	75	15	a	a	DET
fcis-6021	75	16	basis	basis	NOUN
fcis-6021	75	17	to	to	PART
fcis-6021	75	18	conduct	conduct	VERB
fcis-6021	75	19	sentiment	sentiment	NOUN
fcis-6021	75	20	classification	classification	NOUN
fcis-6021	75	21	and	and	CCONJ
fcis-6021	75	22	recognition	recognition	NOUN
fcis-6021	75	23	.	.	PUNCT
fcis-6021	76	1	here	here	ADV
fcis-6021	76	2	dictionaries	dictionary	NOUN
fcis-6021	76	3	refer	refer	VERB
fcis-6021	76	4	to	to	ADP
fcis-6021	76	5	lists	list	NOUN
fcis-6021	76	6	of	of	ADP
fcis-6021	76	7	words	word	NOUN
fcis-6021	76	8	or	or	CCONJ
fcis-6021	76	9	phrases	phrase	NOUN
fcis-6021	76	10	labeled	label	VERB
fcis-6021	76	11	with	with	ADP
fcis-6021	76	12	emotion	emotion	NOUN
fcis-6021	76	13	tendencies	tendency	NOUN
fcis-6021	76	14	that	that	PRON
fcis-6021	76	15	are	be	AUX
fcis-6021	76	16	selected	select	VERB
fcis-6021	76	17	by	by	ADP
fcis-6021	76	18	researchers	researcher	NOUN
fcis-6021	76	19	.	.	PUNCT
fcis-6021	77	1	researchers	researcher	NOUN
fcis-6021	77	2	can	can	AUX
fcis-6021	77	3	calculate	calculate	VERB
fcis-6021	77	4	and	and	CCONJ
fcis-6021	77	5	identify	identify	VERB
fcis-6021	77	6	the	the	DET
fcis-6021	77	7	emotion	emotion	NOUN
fcis-6021	77	8	tendencies	tendency	NOUN
fcis-6021	77	9	in	in	ADP
fcis-6021	77	10	text	text	NOUN
fcis-6021	77	11	conversations	conversation	NOUN
fcis-6021	77	12	with	with	ADP
fcis-6021	77	13	mainstream	mainstream	ADJ
fcis-6021	77	14	dictionaries	dictionary	NOUN
fcis-6021	77	15	such	such	ADJ
fcis-6021	77	16	as	as	ADP
fcis-6021	77	17	the	the	DET
fcis-6021	77	18	wordnet	wordnet	NOUN
fcis-6021	77	19	-	-	PUNCT
fcis-6021	77	20	affect	affect	PROPN
fcis-6021	77	21	and	and	CCONJ
fcis-6021	77	22	the	the	DET
fcis-6021	77	23	nrc	nrc	PROPN
fcis-6021	77	24	emotion	emotion	NOUN
fcis-6021	77	25	lexicon	lexicon	PROPN
fcis-6021	77	26	.	.	PUNCT
fcis-6021	78	1	however	however	ADV
fcis-6021	78	2	,	,	PUNCT
fcis-6021	78	3	dictionaries	dictionary	NOUN
fcis-6021	78	4	are	be	AUX
fcis-6021	78	5	usually	usually	ADV
fcis-6021	78	6	handcurated	handcurate	VERB
fcis-6021	78	7	,	,	PUNCT
fcis-6021	78	8	which	which	PRON
fcis-6021	78	9	causes	cause	VERB
fcis-6021	78	10	shortcomings	shortcoming	NOUN
fcis-6021	78	11	in	in	ADP
fcis-6021	78	12	flexibility	flexibility	NOUN
fcis-6021	78	13	and	and	CCONJ
fcis-6021	78	14	timeliness	timeliness	NOUN
fcis-6021	78	15	.	.	PUNCT
fcis-6021	79	1	moreover	moreover	ADV
fcis-6021	79	2	,	,	PUNCT
fcis-6021	79	3	dictionaries	dictionary	NOUN
fcis-6021	79	4	are	be	AUX
fcis-6021	79	5	geographically	geographically	ADV
fcis-6021	79	6	and	and	CCONJ
fcis-6021	79	7	linguistically	linguistically	ADV
fcis-6021	79	8	restricted	restrict	VERB
fcis-6021	79	9	,	,	PUNCT
fcis-6021	79	10	so	so	ADV
fcis-6021	79	11	their	their	PRON
fcis-6021	79	12	content	content	NOUN
fcis-6021	79	13	is	be	AUX
fcis-6021	79	14	confined	confine	VERB
fcis-6021	79	15	by	by	ADP
fcis-6021	79	16	a	a	DET
fcis-6021	79	17	narrow	narrow	ADJ
fcis-6021	79	18	pre	pre	ADJ
fcis-6021	79	19	-	-	ADJ
fcis-6021	79	20	defined	define	VERB
fcis-6021	79	21	environment	environment	NOUN
fcis-6021	79	22	,	,	PUNCT
fcis-6021	79	23	posing	pose	VERB
fcis-6021	79	24	considerable	considerable	ADJ
fcis-6021	79	25	difficulties	difficulty	NOUN
fcis-6021	79	26	for	for	ADP
fcis-6021	79	27	promotion	promotion	NOUN
fcis-6021	79	28	and	and	CCONJ
fcis-6021	79	29	application	application	NOUN
fcis-6021	79	30	.	.	PUNCT
fcis-6021	80	1	3.2	3.2	NUM
fcis-6021	80	2	.	.	PUNCT
fcis-6021	80	3	machine	machine	NOUN
fcis-6021	80	4	learning	learning	NOUN
fcis-6021	80	5	-	-	PUNCT
fcis-6021	80	6	based	base	VERB
fcis-6021	80	7	approach	approach	NOUN
fcis-6021	80	8	machine	machine	NOUN
fcis-6021	80	9	learning	learning	NOUN
fcis-6021	80	10	-	-	PUNCT
fcis-6021	80	11	based	base	VERB
fcis-6021	80	12	approaches	approach	NOUN
fcis-6021	80	13	use	use	VERB
fcis-6021	80	14	manually	manually	ADV
fcis-6021	80	15	labeled	label	VERB
fcis-6021	80	16	sentiment	sentiment	NOUN
fcis-6021	80	17	documents	document	NOUN
fcis-6021	80	18	as	as	ADP
fcis-6021	80	19	a	a	DET
fcis-6021	80	20	training	training	NOUN
fcis-6021	80	21	set	set	VERB
fcis-6021	80	22	to	to	PART
fcis-6021	80	23	create	create	VERB
fcis-6021	80	24	classifiers	classifier	NOUN
fcis-6021	80	25	to	to	PART
fcis-6021	80	26	speed	speed	VERB
fcis-6021	80	27	up	up	ADP
fcis-6021	80	28	sentiment	sentiment	NOUN
fcis-6021	80	29	recognition	recognition	NOUN
fcis-6021	80	30	.	.	PUNCT
fcis-6021	81	1	for	for	ADP
fcis-6021	81	2	example	example	NOUN
fcis-6021	81	3	,	,	PUNCT
fcis-6021	81	4	pang	pang	NOUN
fcis-6021	81	5	and	and	CCONJ
fcis-6021	81	6	lee	lee	PROPN
fcis-6021	81	7	et	et	PROPN
fcis-6021	81	8	al	al	PROPN
fcis-6021	81	9	.	.	PROPN
fcis-6021	82	1	(	(	PUNCT
fcis-6021	82	2	2002	2002	NUM
fcis-6021	82	3	)	)	PUNCT
fcis-6021	82	4	pioneered	pioneer	VERB
fcis-6021	82	5	the	the	DET
fcis-6021	82	6	application	application	NOUN
fcis-6021	82	7	of	of	ADP
fcis-6021	82	8	machine	machine	NOUN
fcis-6021	82	9	learning	learn	VERB
fcis-6021	82	10	to	to	PART
fcis-6021	82	11	text	text	VERB
fcis-6021	82	12	sentiment	sentiment	NOUN
fcis-6021	82	13	analysis	analysis	NOUN
fcis-6021	82	14	,	,	PUNCT
fcis-6021	82	15	comparing	compare	VERB
fcis-6021	82	16	the	the	DET
fcis-6021	82	17	effectiveness	effectiveness	NOUN
fcis-6021	82	18	of	of	ADP
fcis-6021	82	19	different	different	ADJ
fcis-6021	82	20	machine	machine	NOUN
fcis-6021	82	21	learning	learn	VERB
fcis-6021	82	22	methods	method	NOUN
fcis-6021	82	23	of	of	ADP
fcis-6021	82	24	support	support	NOUN
fcis-6021	82	25	vector	vector	NOUN
fcis-6021	82	26	machine	machine	NOUN
fcis-6021	82	27	,	,	PUNCT
fcis-6021	82	28	naive	naive	ADJ
fcis-6021	82	29	bayes	bayes	NOUN
fcis-6021	82	30	,	,	PUNCT
fcis-6021	82	31	and	and	CCONJ
fcis-6021	82	32	maximum	maximum	ADJ
fcis-6021	82	33	entropy	entropy	NOUN
fcis-6021	82	34	for	for	ADP
fcis-6021	82	35	sentiment	sentiment	NOUN
fcis-6021	82	36	classification	classification	NOUN
fcis-6021	82	37	,	,	PUNCT
fcis-6021	82	38	and	and	CCONJ
fcis-6021	82	39	concluded	conclude	VERB
fcis-6021	82	40	that	that	SCONJ
fcis-6021	82	41	support	support	NOUN
fcis-6021	82	42	vector	vector	NOUN
fcis-6021	82	43	machine	machine	NOUN
fcis-6021	82	44	classifiers	classifier	NOUN
fcis-6021	82	45	are	be	AUX
fcis-6021	82	46	best	good	ADJ
fcis-6021	82	47	out	out	ADP
fcis-6021	82	48	of	of	ADP
fcis-6021	82	49	three	three	NUM
fcis-6021	82	50	.	.	PUNCT
fcis-6021	83	1	[	[	X
fcis-6021	83	2	14	14	NUM
fcis-6021	83	3	]	]	SYM
fcis-6021	83	4	3.3	3.3	NUM
fcis-6021	83	5	.	.	PUNCT
fcis-6021	84	1	deep	deep	ADJ
fcis-6021	84	2	learning	learning	NOUN
fcis-6021	84	3	and	and	CCONJ
fcis-6021	84	4	natural	natural	ADJ
fcis-6021	84	5	language	language	NOUN
fcis-6021	84	6	processing	processing	NOUN
fcis-6021	84	7	emotions	emotion	NOUN
fcis-6021	84	8	exist	exist	VERB
fcis-6021	84	9	through	through	ADP
fcis-6021	84	10	the	the	DET
fcis-6021	84	11	whole	whole	ADJ
fcis-6021	84	12	process	process	NOUN
fcis-6021	84	13	of	of	ADP
fcis-6021	84	14	expression	expression	NOUN
fcis-6021	84	15	,	,	PUNCT
fcis-6021	84	16	and	and	CCONJ
fcis-6021	84	17	some	some	DET
fcis-6021	84	18	hidden	hide	VERB
fcis-6021	84	19	emotions	emotion	NOUN
fcis-6021	84	20	can	can	AUX
fcis-6021	84	21	only	only	ADV
fcis-6021	84	22	be	be	AUX
fcis-6021	84	23	understood	understand	VERB
fcis-6021	84	24	properly	properly	ADV
fcis-6021	84	25	with	with	ADP
fcis-6021	84	26	the	the	DET
fcis-6021	84	27	help	help	NOUN
fcis-6021	84	28	of	of	ADP
fcis-6021	84	29	contexts	contexts	NOUN
fcis-6021	84	30	.	.	PUNCT
fcis-6021	85	1	in	in	ADP
fcis-6021	85	2	the	the	DET
fcis-6021	85	3	face	face	NOUN
fcis-6021	85	4	of	of	ADP
fcis-6021	85	5	complex	complex	ADJ
fcis-6021	85	6	and	and	CCONJ
fcis-6021	85	7	multiple	multiple	ADJ
fcis-6021	85	8	analysis	analysis	NOUN
fcis-6021	85	9	dimensions	dimension	NOUN
fcis-6021	85	10	,	,	PUNCT
fcis-6021	85	11	deep	deep	ADJ
fcis-6021	85	12	learning	learning	NOUN
fcis-6021	85	13	methods	method	NOUN
fcis-6021	85	14	are	be	AUX
fcis-6021	85	15	gaining	gain	VERB
fcis-6021	85	16	traction	traction	NOUN
fcis-6021	85	17	in	in	ADP
fcis-6021	85	18	academia	academia	NOUN
fcis-6021	85	19	.	.	PUNCT
fcis-6021	86	1	these	these	DET
fcis-6021	86	2	methods	method	NOUN
fcis-6021	86	3	include	include	VERB
fcis-6021	86	4	emotion	emotion	NOUN
fcis-6021	86	5	annotation	annotation	NOUN
fcis-6021	86	6	,	,	PUNCT
fcis-6021	86	7	word	word	NOUN
fcis-6021	86	8	embedding	embed	VERB
fcis-6021	86	9	learning	learning	NOUN
fcis-6021	86	10	,	,	PUNCT
fcis-6021	86	11	long	long	ADJ
fcis-6021	86	12	short	short	ADJ
fcis-6021	86	13	-	-	PUNCT
fcis-6021	86	14	term	term	NOUN
fcis-6021	86	15	memory	memory	NOUN
fcis-6021	86	16	,	,	PUNCT
fcis-6021	86	17	convolutional	convolutional	ADJ
fcis-6021	86	18	neural	neural	ADJ
fcis-6021	86	19	network	network	NOUN
fcis-6021	86	20	,	,	PUNCT
fcis-6021	86	21	recurrent	recurrent	ADJ
fcis-6021	86	22	neural	neural	ADJ
fcis-6021	86	23	network	network	NOUN
fcis-6021	86	24	and	and	CCONJ
fcis-6021	86	25	so	so	ADV
fcis-6021	86	26	on	on	ADV
fcis-6021	86	27	,	,	PUNCT
fcis-6021	86	28	out	out	ADP
fcis-6021	86	29	of	of	ADP
fcis-6021	86	30	which	which	PRON
fcis-6021	86	31	rnn	rnn	VERB
fcis-6021	86	32	has	have	VERB
fcis-6021	86	33	an	an	DET
fcis-6021	86	34	advantage	advantage	NOUN
fcis-6021	86	35	in	in	ADP
fcis-6021	86	36	terms	term	NOUN
fcis-6021	86	37	of	of	ADP
fcis-6021	86	38	contextual	contextual	ADJ
fcis-6021	86	39	information	information	NOUN
fcis-6021	86	40	and	and	CCONJ
fcis-6021	86	41	lstm	lstm	NOUN
fcis-6021	86	42	can	can	AUX
fcis-6021	86	43	solve	solve	VERB
fcis-6021	86	44	the	the	DET
fcis-6021	86	45	problem	problem	NOUN
fcis-6021	86	46	of	of	ADP
fcis-6021	86	47	vanishing	vanish	VERB
fcis-6021	86	48	gradients	gradient	NOUN
fcis-6021	86	49	through	through	ADP
fcis-6021	86	50	its	its	PRON
fcis-6021	86	51	gating	gate	VERB
fcis-6021	86	52	mechanism	mechanism	NOUN
fcis-6021	86	53	.	.	PUNCT
fcis-6021	87	1	in	in	ADP
fcis-6021	87	2	the	the	DET
fcis-6021	87	3	internet	internet	NOUN
fcis-6021	87	4	era	era	NOUN
fcis-6021	87	5	,	,	PUNCT
fcis-6021	87	6	the	the	DET
fcis-6021	87	7	efficiency	efficiency	NOUN
fcis-6021	87	8	of	of	ADP
fcis-6021	87	9	hand	hand	NOUN
fcis-6021	87	10	-	-	PUNCT
fcis-6021	87	11	curated	curate	VERB
fcis-6021	87	12	sentiment	sentiment	NOUN
fcis-6021	87	13	dictionaries	dictionary	NOUN
fcis-6021	87	14	has	have	AUX
fcis-6021	87	15	gradually	gradually	ADV
fcis-6021	87	16	decreased	decrease	VERB
fcis-6021	87	17	,	,	PUNCT
fcis-6021	87	18	and	and	CCONJ
fcis-6021	87	19	the	the	DET
fcis-6021	87	20	accuracy	accuracy	NOUN
fcis-6021	87	21	of	of	ADP
fcis-6021	87	22	machine	machine	NOUN
fcis-6021	87	23	learning	learn	VERB
fcis-6021	87	24	algorithms	algorithm	NOUN
fcis-6021	87	25	needs	need	VERB
fcis-6021	87	26	improvement	improvement	NOUN
fcis-6021	87	27	due	due	ADP
fcis-6021	87	28	to	to	ADP
fcis-6021	87	29	the	the	DET
fcis-6021	87	30	challenge	challenge	NOUN
fcis-6021	87	31	of	of	ADP
fcis-6021	87	32	contextual	contextual	ADJ
fcis-6021	87	33	coherence	coherence	NOUN
fcis-6021	87	34	.	.	PUNCT
fcis-6021	88	1	in	in	ADP
fcis-6021	88	2	contrast	contrast	NOUN
fcis-6021	88	3	,	,	PUNCT
fcis-6021	88	4	deep	deep	ADJ
fcis-6021	88	5	learning	learning	NOUN
fcis-6021	88	6	has	have	VERB
fcis-6021	88	7	a	a	DET
fcis-6021	88	8	strong	strong	ADJ
fcis-6021	88	9	capacity	capacity	NOUN
fcis-6021	88	10	for	for	ADP
fcis-6021	88	11	feature	feature	NOUN
fcis-6021	88	12	learning	learning	NOUN
fcis-6021	88	13	and	and	CCONJ
fcis-6021	88	14	addresses	address	VERB
fcis-6021	88	15	contextual	contextual	ADJ
fcis-6021	88	16	information	information	NOUN
fcis-6021	88	17	,	,	PUNCT
fcis-6021	88	18	but	but	CCONJ
fcis-6021	88	19	long	long	ADJ
fcis-6021	88	20	training	training	NOUN
fcis-6021	88	21	time	time	NOUN
fcis-6021	88	22	and	and	CCONJ
fcis-6021	88	23	poor	poor	ADJ
fcis-6021	88	24	interpretability	interpretability	NOUN
fcis-6021	88	25	are	be	AUX
fcis-6021	88	26	its	its	PRON
fcis-6021	88	27	shortcomings	shortcoming	NOUN
fcis-6021	88	28	.	.	PUNCT
fcis-6021	89	1	4	4	X
fcis-6021	89	2	.	.	X
fcis-6021	89	3	multimodality	multimodality	NOUN
fcis-6021	89	4	in	in	ADP
fcis-6021	89	5	the	the	DET
fcis-6021	89	6	internet	internet	NOUN
fcis-6021	89	7	era	era	NOUN
fcis-6021	89	8	,	,	PUNCT
fcis-6021	89	9	people	people	NOUN
fcis-6021	89	10	express	express	VERB
fcis-6021	89	11	their	their	PRON
fcis-6021	89	12	emotions	emotion	NOUN
fcis-6021	89	13	in	in	ADP
fcis-6021	89	14	a	a	DET
fcis-6021	89	15	variety	variety	NOUN
fcis-6021	89	16	of	of	ADP
fcis-6021	89	17	ways	way	NOUN
fcis-6021	89	18	.	.	PUNCT
fcis-6021	90	1	in	in	ADP
fcis-6021	90	2	addition	addition	NOUN
fcis-6021	90	3	to	to	ADP
fcis-6021	90	4	text	text	NOUN
fcis-6021	90	5	recognition	recognition	NOUN
fcis-6021	90	6	mentioned	mention	VERB
fcis-6021	90	7	above	above	ADV
fcis-6021	90	8	,	,	PUNCT
fcis-6021	90	9	picture	picture	NOUN
fcis-6021	90	10	,	,	PUNCT
fcis-6021	90	11	audio	audio	NOUN
fcis-6021	90	12	,	,	PUNCT
fcis-6021	90	13	video	video	NOUN
fcis-6021	90	14	and	and	CCONJ
fcis-6021	90	15	combinations	combination	NOUN
fcis-6021	90	16	of	of	ADP
fcis-6021	90	17	these	these	DET
fcis-6021	90	18	forms	form	NOUN
fcis-6021	90	19	are	be	AUX
fcis-6021	90	20	important	important	ADJ
fcis-6021	90	21	materials	material	NOUN
fcis-6021	90	22	for	for	ADP
fcis-6021	90	23	sentiment	sentiment	NOUN
fcis-6021	90	24	analysis	analysis	NOUN
fcis-6021	90	25	,	,	PUNCT
fcis-6021	90	26	propelling	propel	VERB
fcis-6021	90	27	a	a	DET
fcis-6021	90	28	comprehensive	comprehensive	ADJ
fcis-6021	90	29	evaluation	evaluation	NOUN
fcis-6021	90	30	system	system	NOUN
fcis-6021	90	31	for	for	ADP
fcis-6021	90	32	multimodal	multimodal	ADJ
fcis-6021	90	33	emotion	emotion	NOUN
fcis-6021	90	34	recognition	recognition	NOUN
fcis-6021	90	35	to	to	PART
fcis-6021	90	36	emerge	emerge	VERB
fcis-6021	90	37	.	.	PUNCT
fcis-6021	91	1	taking	take	VERB
fcis-6021	91	2	the	the	DET
fcis-6021	91	3	characteristics	characteristic	NOUN
fcis-6021	91	4	of	of	ADP
fcis-6021	91	5	picture	picture	NOUN
fcis-6021	91	6	,	,	PUNCT
fcis-6021	91	7	audio	audio	NOUN
fcis-6021	91	8	and	and	CCONJ
fcis-6021	91	9	video	video	NOUN
fcis-6021	91	10	into	into	ADP
fcis-6021	91	11	consideration	consideration	NOUN
fcis-6021	91	12	,	,	PUNCT
fcis-6021	91	13	the	the	DET
fcis-6021	91	14	system	system	NOUN
fcis-6021	91	15	dynamically	dynamically	ADV
fcis-6021	91	16	adjusts	adjust	VERB
fcis-6021	91	17	the	the	DET
fcis-6021	91	18	feature	feature	NOUN
fcis-6021	91	19	weight	weight	NOUN
fcis-6021	91	20	of	of	ADP
fcis-6021	91	21	each	each	DET
fcis-6021	91	22	form	form	NOUN
fcis-6021	91	23	of	of	ADP
fcis-6021	91	24	information	information	NOUN
fcis-6021	91	25	by	by	ADP
fcis-6021	91	26	using	use	VERB
fcis-6021	91	27	feature	feature	NOUN
fcis-6021	91	28	fusion	fusion	NOUN
fcis-6021	91	29	(	(	PUNCT
fcis-6021	91	30	early	early	ADJ
fcis-6021	91	31	fusion	fusion	NOUN
fcis-6021	91	32	)	)	PUNCT
fcis-6021	91	33	or	or	CCONJ
fcis-6021	91	34	decision	decision	NOUN
fcis-6021	91	35	fusion	fusion	NOUN
fcis-6021	91	36	(	(	PUNCT
fcis-6021	91	37	late	late	ADJ
fcis-6021	91	38	fusion	fusion	NOUN
fcis-6021	91	39	)	)	PUNCT
fcis-6021	91	40	as	as	ADP
fcis-6021	91	41	appropriate	appropriate	ADJ
fcis-6021	91	42	.	.	PUNCT
fcis-6021	92	1	in	in	ADP
fcis-6021	92	2	order	order	NOUN
fcis-6021	92	3	to	to	PART
fcis-6021	92	4	comprehensively	comprehensively	ADV
fcis-6021	92	5	show	show	VERB
fcis-6021	92	6	the	the	DET
fcis-6021	92	7	multimodal	multimodal	ADJ
fcis-6021	92	8	fusion	fusion	NOUN
fcis-6021	92	9	process	process	NOUN
fcis-6021	92	10	,	,	PUNCT
fcis-6021	92	11	below	below	ADV
fcis-6021	92	12	are	be	AUX
fcis-6021	92	13	common	common	ADJ
fcis-6021	92	14	fusion	fusion	NOUN
fcis-6021	92	15	methods	method	NOUN
fcis-6021	92	16	and	and	CCONJ
fcis-6021	92	17	recognition	recognition	NOUN
fcis-6021	92	18	methods	method	NOUN
fcis-6021	92	19	of	of	ADP
fcis-6021	92	20	each	each	DET
fcis-6021	92	21	modality	modality	NOUN
fcis-6021	92	22	.	.	PUNCT
fcis-6021	93	1	4.1	4.1	NUM
fcis-6021	93	2	.	.	PUNCT
fcis-6021	93	3	fusion	fusion	NOUN
fcis-6021	93	4	methods	method	NOUN
fcis-6021	93	5	fusion	fusion	NOUN
fcis-6021	93	6	methods	method	NOUN
fcis-6021	93	7	are	be	AUX
fcis-6021	93	8	mainly	mainly	ADV
fcis-6021	93	9	divided	divide	VERB
fcis-6021	93	10	into	into	ADP
fcis-6021	93	11	data	data	NOUN
fcis-6021	93	12	-	-	PUNCT
fcis-6021	93	13	level	level	NOUN
fcis-6021	93	14	fusion	fusion	NOUN
fcis-6021	93	15	,	,	PUNCT
fcis-6021	93	16	feature	feature	NOUN
fcis-6021	93	17	-	-	PUNCT
fcis-6021	93	18	level	level	NOUN
fcis-6021	93	19	fusion	fusion	NOUN
fcis-6021	93	20	and	and	CCONJ
fcis-6021	93	21	decision	decision	NOUN
fcis-6021	93	22	-	-	PUNCT
fcis-6021	93	23	level	level	NOUN
fcis-6021	93	24	fusion	fusion	NOUN
fcis-6021	93	25	,	,	PUNCT
fcis-6021	93	26	depending	depend	VERB
fcis-6021	93	27	on	on	ADP
fcis-6021	93	28	the	the	DET
fcis-6021	93	29	processing	processing	NOUN
fcis-6021	93	30	stage	stage	NOUN
fcis-6021	93	31	at	at	ADP
fcis-6021	93	32	which	which	DET
fcis-6021	93	33	fusion	fusion	NOUN
fcis-6021	93	34	takes	take	VERB
fcis-6021	93	35	place	place	NOUN
fcis-6021	93	36	.	.	PUNCT
fcis-6021	94	1	data	data	NOUN
fcis-6021	94	2	-	-	PUNCT
fcis-6021	94	3	level	level	NOUN
fcis-6021	94	4	fusion	fusion	NOUN
fcis-6021	94	5	refers	refer	VERB
fcis-6021	94	6	to	to	AUX
fcis-6021	94	7	manually	manually	ADV
fcis-6021	94	8	combines	combine	VERB
fcis-6021	94	9	several	several	ADJ
fcis-6021	94	10	sources	source	NOUN
fcis-6021	94	11	of	of	ADP
fcis-6021	94	12	raw	raw	ADJ
fcis-6021	94	13	data	datum	NOUN
fcis-6021	94	14	to	to	PART
fcis-6021	94	15	produce	produce	VERB
fcis-6021	94	16	new	new	ADJ
fcis-6021	94	17	raw	raw	ADJ
fcis-6021	94	18	data	datum	NOUN
fcis-6021	94	19	,	,	PUNCT
fcis-6021	94	20	which	which	PRON
fcis-6021	94	21	is	be	AUX
fcis-6021	94	22	likely	likely	ADJ
fcis-6021	94	23	to	to	PART
fcis-6021	94	24	generate	generate	VERB
fcis-6021	94	25	redundant	redundant	ADJ
fcis-6021	94	26	information	information	NOUN
fcis-6021	94	27	.	.	PUNCT
fcis-6021	95	1	feature	feature	NOUN
fcis-6021	95	2	-	-	PUNCT
fcis-6021	95	3	level	level	NOUN
fcis-6021	95	4	fusion	fusion	NOUN
fcis-6021	95	5	refers	refer	VERB
fcis-6021	95	6	to	to	ADP
fcis-6021	95	7	fusing	fuse	VERB
fcis-6021	95	8	feature	feature	NOUN
fcis-6021	95	9	vectors	vector	NOUN
fcis-6021	95	10	with	with	ADP
fcis-6021	95	11	the	the	DET
fcis-6021	95	12	help	help	NOUN
fcis-6021	95	13	of	of	ADP
fcis-6021	95	14	deep	deep	ADJ
fcis-6021	95	15	learning	learning	NOUN
fcis-6021	95	16	and	and	CCONJ
fcis-6021	95	17	manual	manual	ADJ
fcis-6021	95	18	selection	selection	NOUN
fcis-6021	95	19	,	,	PUNCT
fcis-6021	95	20	characterized	characterize	VERB
fcis-6021	95	21	by	by	ADP
fcis-6021	95	22	its	its	PRON
fcis-6021	95	23	flexibility	flexibility	NOUN
fcis-6021	95	24	and	and	CCONJ
fcis-6021	95	25	capacity	capacity	NOUN
fcis-6021	95	26	for	for	ADP
fcis-6021	95	27	multimodal	multimodal	ADJ
fcis-6021	95	28	information	information	NOUN
fcis-6021	95	29	complementarity	complementarity	NOUN
fcis-6021	95	30	.	.	PUNCT
fcis-6021	96	1	however	however	ADV
fcis-6021	96	2	,	,	PUNCT
fcis-6021	96	3	this	this	DET
fcis-6021	96	4	method	method	NOUN
fcis-6021	96	5	is	be	AUX
fcis-6021	96	6	a	a	DET
fcis-6021	96	7	crude	crude	ADJ
fcis-6021	96	8	fusion	fusion	NOUN
fcis-6021	96	9	of	of	ADP
fcis-6021	96	10	feature	feature	NOUN
fcis-6021	96	11	vectors	vector	NOUN
fcis-6021	96	12	of	of	ADP
fcis-6021	96	13	multimodal	multimodal	NOUN
fcis-6021	96	14	data	datum	NOUN
fcis-6021	96	15	,	,	PUNCT
fcis-6021	96	16	unable	unable	ADJ
fcis-6021	96	17	to	to	PART
fcis-6021	96	18	adjust	adjust	VERB
fcis-6021	96	19	feature	feature	NOUN
fcis-6021	96	20	weights	weight	NOUN
fcis-6021	96	21	according	accord	VERB
fcis-6021	96	22	to	to	ADP
fcis-6021	96	23	the	the	DET
fcis-6021	96	24	characteristics	characteristic	NOUN
fcis-6021	96	25	of	of	ADP
fcis-6021	96	26	different	different	ADJ
fcis-6021	96	27	modalities	modality	NOUN
fcis-6021	96	28	.	.	PUNCT
fcis-6021	97	1	decision	decision	NOUN
fcis-6021	97	2	-	-	PUNCT
fcis-6021	97	3	level	level	NOUN
fcis-6021	97	4	fusion	fusion	NOUN
fcis-6021	97	5	goes	go	VERB
fcis-6021	97	6	a	a	DET
fcis-6021	97	7	step	step	NOUN
fcis-6021	97	8	further	far	ADV
fcis-6021	97	9	by	by	ADP
fcis-6021	97	10	inputting	inputte	VERB
fcis-6021	97	11	multimodal	multimodal	NOUN
fcis-6021	97	12	data	datum	NOUN
fcis-6021	97	13	into	into	ADP
fcis-6021	97	14	different	different	ADJ
fcis-6021	97	15	classifiers	classifier	NOUN
fcis-6021	97	16	for	for	ADP
fcis-6021	97	17	sentiment	sentiment	NOUN
fcis-6021	97	18	polarity	polarity	NOUN
fcis-6021	97	19	assignment	assignment	NOUN
fcis-6021	97	20	,	,	PUNCT
fcis-6021	97	21	which	which	PRON
fcis-6021	97	22	recognizes	recognize	VERB
fcis-6021	97	23	modal	modal	ADJ
fcis-6021	97	24	differences	difference	NOUN
fcis-6021	97	25	but	but	CCONJ
fcis-6021	97	26	does	do	AUX
fcis-6021	97	27	not	not	PART
fcis-6021	97	28	allow	allow	VERB
fcis-6021	97	29	for	for	ADP
fcis-6021	97	30	information	information	NOUN
fcis-6021	97	31	complementarity	complementarity	NOUN
fcis-6021	97	32	.	.	PUNCT
fcis-6021	98	1	currently	currently	ADV
fcis-6021	98	2	,	,	PUNCT
fcis-6021	98	3	multimodal	multimodal	ADJ
fcis-6021	98	4	research	research	NOUN
fcis-6021	98	5	has	have	AUX
fcis-6021	98	6	become	become	VERB
fcis-6021	98	7	important	important	ADJ
fcis-6021	98	8	and	and	CCONJ
fcis-6021	98	9	productive	productive	ADJ
fcis-6021	98	10	.	.	PUNCT
fcis-6021	99	1	poria	poria	PROPN
fcis-6021	99	2	et	et	PROPN
fcis-6021	99	3	al	al	PROPN
fcis-6021	99	4	.	.	PROPN
fcis-6021	100	1	(	(	PUNCT
fcis-6021	100	2	2016	2016	NUM
fcis-6021	100	3	)	)	PUNCT
fcis-6021	100	4	used	use	VERB
fcis-6021	100	5	the	the	DET
fcis-6021	100	6	generalized	generalized	ADJ
fcis-6021	100	7	adaptive	adaptive	ADJ
fcis-6021	100	8	view	view	NOUN
fcis-6021	100	9	-	-	PUNCT
fcis-6021	100	10	based	base	VERB
fcis-6021	100	11	appearance	appearance	NOUN
fcis-6021	100	12	model	model	NOUN
fcis-6021	100	13	(	(	PUNCT
fcis-6021	100	14	gavam	gavam	NOUN
fcis-6021	100	15	)	)	PUNCT
fcis-6021	100	16	to	to	PART
fcis-6021	100	17	identify	identify	VERB
fcis-6021	100	18	features	feature	NOUN
fcis-6021	100	19	of	of	ADP
fcis-6021	100	20	facial	facial	ADJ
fcis-6021	100	21	expressions	expression	NOUN
fcis-6021	100	22	,	,	PUNCT
fcis-6021	100	23	used	use	VERB
fcis-6021	100	24	open	open	ADJ
fcis-6021	100	25	ear	ear	NOUN
fcis-6021	100	26	to	to	PART
fcis-6021	100	27	extract	extract	VERB
fcis-6021	100	28	audio	audio	NOUN
fcis-6021	100	29	features	feature	NOUN
fcis-6021	100	30	and	and	CCONJ
fcis-6021	100	31	summarized	summarize	VERB
fcis-6021	100	32	text	text	NOUN
fcis-6021	100	33	features	feature	NOUN
fcis-6021	100	34	for	for	ADP
fcis-6021	100	35	emotion	emotion	NOUN
fcis-6021	100	36	recognition	recognition	NOUN
fcis-6021	100	37	using	use	VERB
fcis-6021	100	38	concept	concept	NOUN
fcis-6021	100	39	extraction	extraction	NOUN
fcis-6021	100	40	-	-	PUNCT
fcis-6021	100	41	based	base	VERB
fcis-6021	100	42	methods	method	NOUN
fcis-6021	100	43	.	.	PUNCT
fcis-6021	101	1	[	[	X
fcis-6021	101	2	15	15	NUM
fcis-6021	101	3	]	]	PUNCT
fcis-6021	101	4	in	in	ADP
fcis-6021	101	5	addition	addition	NOUN
fcis-6021	101	6	,	,	PUNCT
fcis-6021	101	7	zhao	zhao	PROPN
fcis-6021	101	8	et	et	PROPN
fcis-6021	101	9	al	al	PROPN
fcis-6021	101	10	.	.	PROPN
fcis-6021	102	1	(	(	PUNCT
fcis-6021	102	2	2022	2022	NUM
fcis-6021	102	3	)	)	PUNCT
fcis-6021	102	4	pointed	point	VERB
fcis-6021	102	5	out	out	ADP
fcis-6021	102	6	that	that	SCONJ
fcis-6021	102	7	existing	exist	VERB
fcis-6021	102	8	methods	method	NOUN
fcis-6021	102	9	for	for	ADP
fcis-6021	102	10	multimodal	multimodal	NOUN
fcis-6021	102	11	aspect	aspect	NOUN
fcis-6021	102	12	-	-	PUNCT
fcis-6021	102	13	level	level	NOUN
fcis-6021	102	14	sentiment	sentiment	NOUN
fcis-6021	102	15	analysis	analysis	NOUN
fcis-6021	102	16	focus	focus	VERB
fcis-6021	102	17	onesidedly	onesidedly	ADV
fcis-6021	102	18	on	on	ADP
fcis-6021	102	19	the	the	DET
fcis-6021	102	20	interaction	interaction	NOUN
fcis-6021	102	21	and	and	CCONJ
fcis-6021	102	22	ignore	ignore	VERB
fcis-6021	102	23	the	the	DET
fcis-6021	102	24	inconsistency	inconsistency	NOUN
fcis-6021	102	25	between	between	ADP
fcis-6021	102	26	image	image	NOUN
fcis-6021	102	27	and	and	CCONJ
fcis-6021	102	28	text	text	NOUN
fcis-6021	102	29	data	datum	NOUN
fcis-6021	102	30	.	.	PUNCT
fcis-6021	103	1	[	[	X
fcis-6021	103	2	16	16	NUM
fcis-6021	103	3	]	]	PUNCT
fcis-6021	103	4	to	to	PART
fcis-6021	103	5	address	address	VERB
fcis-6021	103	6	this	this	DET
fcis-6021	103	7	problem	problem	NOUN
fcis-6021	103	8	,	,	PUNCT
fcis-6021	103	9	their	their	PRON
fcis-6021	103	10	study	study	NOUN
fcis-6021	103	11	proposed	propose	VERB
fcis-6021	103	12	a	a	DET
fcis-6021	103	13	joint	joint	ADJ
fcis-6021	103	14	aspect	aspect	NOUN
fcis-6021	103	15	attention	attention	NOUN
fcis-6021	103	16	interaction	interaction	NOUN
fcis-6021	103	17	41	41	NUM
fcis-6021	103	18	network	network	NOUN
fcis-6021	103	19	model	model	NOUN
fcis-6021	103	20	to	to	PART
fcis-6021	103	21	take	take	VERB
fcis-6021	103	22	the	the	DET
fcis-6021	103	23	inconsistency	inconsistency	NOUN
fcis-6021	103	24	and	and	CCONJ
fcis-6021	103	25	correlation	correlation	NOUN
fcis-6021	103	26	between	between	ADP
fcis-6021	103	27	the	the	DET
fcis-6021	103	28	two	two	NUM
fcis-6021	103	29	kinds	kind	NOUN
fcis-6021	103	30	of	of	ADP
fcis-6021	103	31	data	datum	NOUN
fcis-6021	103	32	into	into	ADP
fcis-6021	103	33	account	account	NOUN
fcis-6021	103	34	.	.	PUNCT
fcis-6021	104	1	4.2	4.2	NUM
fcis-6021	104	2	.	.	PUNCT
fcis-6021	104	3	multimodal	multimodal	ADJ
fcis-6021	104	4	recognition	recognition	NOUN
fcis-6021	104	5	picture	picture	NOUN
fcis-6021	104	6	,	,	PUNCT
fcis-6021	104	7	video	video	NOUN
fcis-6021	104	8	and	and	CCONJ
fcis-6021	104	9	audio	audio	NOUN
fcis-6021	104	10	as	as	ADV
fcis-6021	104	11	well	well	ADV
fcis-6021	104	12	as	as	ADP
fcis-6021	104	13	the	the	DET
fcis-6021	104	14	traditional	traditional	ADJ
fcis-6021	104	15	modality	modality	NOUN
fcis-6021	104	16	of	of	ADP
fcis-6021	104	17	text	text	NOUN
fcis-6021	104	18	are	be	AUX
fcis-6021	104	19	the	the	DET
fcis-6021	104	20	main	main	ADJ
fcis-6021	104	21	categories	category	NOUN
fcis-6021	104	22	for	for	ADP
fcis-6021	104	23	emotion	emotion	NOUN
fcis-6021	104	24	recognition	recognition	NOUN
fcis-6021	104	25	.	.	PUNCT
fcis-6021	105	1	as	as	ADP
fcis-6021	105	2	for	for	ADP
fcis-6021	105	3	pictures	picture	NOUN
fcis-6021	105	4	,	,	PUNCT
fcis-6021	105	5	there	there	PRON
fcis-6021	105	6	are	be	VERB
fcis-6021	105	7	three	three	NUM
fcis-6021	105	8	main	main	ADJ
fcis-6021	105	9	techniques	technique	NOUN
fcis-6021	105	10	:	:	PUNCT
fcis-6021	105	11	the	the	DET
fcis-6021	105	12	first	first	ADJ
fcis-6021	105	13	is	be	AUX
fcis-6021	105	14	identifying	identify	VERB
fcis-6021	105	15	underlying	underlying	ADJ
fcis-6021	105	16	visual	visual	ADJ
fcis-6021	105	17	features	feature	NOUN
fcis-6021	105	18	,	,	PUNCT
fcis-6021	105	19	including	include	VERB
fcis-6021	105	20	elements	element	NOUN
fcis-6021	105	21	such	such	ADJ
fcis-6021	105	22	as	as	ADP
fcis-6021	105	23	color	color	NOUN
fcis-6021	105	24	,	,	PUNCT
fcis-6021	105	25	texture	texture	NOUN
fcis-6021	105	26	and	and	CCONJ
fcis-6021	105	27	line	line	NOUN
fcis-6021	105	28	;	;	PUNCT
fcis-6021	105	29	the	the	DET
fcis-6021	105	30	second	second	NOUN
fcis-6021	105	31	focuses	focus	VERB
fcis-6021	105	32	on	on	ADP
fcis-6021	105	33	mid	mid	ADJ
fcis-6021	105	34	-	-	ADJ
fcis-6021	105	35	tier	tier	ADJ
fcis-6021	105	36	semantic	semantic	ADJ
fcis-6021	105	37	connotations	connotation	NOUN
fcis-6021	105	38	,	,	PUNCT
fcis-6021	105	39	clarifying	clarify	VERB
fcis-6021	105	40	semantic	semantic	ADJ
fcis-6021	105	41	features	feature	NOUN
fcis-6021	105	42	by	by	ADP
fcis-6021	105	43	analyzing	analyze	VERB
fcis-6021	105	44	adjectives	adjective	NOUN
fcis-6021	105	45	and	and	CCONJ
fcis-6021	105	46	nouns	noun	NOUN
fcis-6021	105	47	;	;	PUNCT
fcis-6021	105	48	and	and	CCONJ
fcis-6021	105	49	the	the	DET
fcis-6021	105	50	third	third	NOUN
fcis-6021	105	51	is	be	AUX
fcis-6021	105	52	building	build	VERB
fcis-6021	105	53	deep	deep	ADJ
fcis-6021	105	54	neural	neural	ADJ
fcis-6021	105	55	networks	network	NOUN
fcis-6021	105	56	with	with	ADP
fcis-6021	105	57	the	the	DET
fcis-6021	105	58	help	help	NOUN
fcis-6021	105	59	of	of	ADP
fcis-6021	105	60	deep	deep	ADJ
fcis-6021	105	61	learning	learning	NOUN
fcis-6021	105	62	algorithms	algorithm	NOUN
fcis-6021	105	63	.	.	PUNCT
fcis-6021	106	1	for	for	ADP
fcis-6021	106	2	example	example	NOUN
fcis-6021	106	3	,	,	PUNCT
fcis-6021	106	4	cao	cao	PROPN
fcis-6021	106	5	et	et	PROPN
fcis-6021	106	6	al	al	PROPN
fcis-6021	106	7	.	.	PROPN
fcis-6021	107	1	(	(	PUNCT
fcis-6021	107	2	2016	2016	NUM
fcis-6021	107	3	)	)	PUNCT
fcis-6021	107	4	designed	design	VERB
fcis-6021	107	5	a	a	DET
fcis-6021	107	6	visual	visual	ADJ
fcis-6021	107	7	sentiment	sentiment	NOUN
fcis-6021	107	8	topic	topic	NOUN
fcis-6021	107	9	model	model	NOUN
fcis-6021	107	10	(	(	PUNCT
fcis-6021	107	11	vstm	vstm	NOUN
fcis-6021	107	12	)	)	PUNCT
fcis-6021	107	13	based	base	VERB
fcis-6021	107	14	on	on	ADP
fcis-6021	107	15	the	the	DET
fcis-6021	107	16	visual	visual	ADJ
fcis-6021	107	17	sentiment	sentiment	NOUN
fcis-6021	107	18	ontology	ontology	NOUN
fcis-6021	107	19	(	(	PUNCT
fcis-6021	107	20	vso	vso	NOUN
fcis-6021	107	21	)	)	PUNCT
fcis-6021	107	22	to	to	PART
fcis-6021	107	23	analyze	analyze	VERB
fcis-6021	107	24	the	the	DET
fcis-6021	107	25	sentiment	sentiment	NOUN
fcis-6021	107	26	information	information	NOUN
fcis-6021	107	27	implied	imply	VERB
fcis-6021	107	28	by	by	ADP
fcis-6021	107	29	images	image	NOUN
fcis-6021	107	30	.	.	PUNCT
fcis-6021	108	1	[	[	X
fcis-6021	108	2	17	17	NUM
fcis-6021	108	3	]	]	PUNCT
fcis-6021	108	4	meanwhile	meanwhile	ADV
fcis-6021	108	5	,	,	PUNCT
fcis-6021	108	6	scholars	scholar	NOUN
fcis-6021	108	7	have	have	AUX
fcis-6021	108	8	also	also	ADV
fcis-6021	108	9	conducted	conduct	VERB
fcis-6021	108	10	systematic	systematic	ADJ
fcis-6021	108	11	research	research	NOUN
fcis-6021	108	12	on	on	ADP
fcis-6021	108	13	emotion	emotion	NOUN
fcis-6021	108	14	recognition	recognition	NOUN
fcis-6021	108	15	in	in	ADP
fcis-6021	108	16	the	the	DET
fcis-6021	108	17	context	context	NOUN
fcis-6021	108	18	of	of	ADP
fcis-6021	108	19	text	text	NOUN
fcis-6021	108	20	-	-	PUNCT
fcis-6021	108	21	image	image	NOUN
fcis-6021	108	22	and	and	CCONJ
fcis-6021	108	23	audio	audio	ADJ
fcis-6021	108	24	-	-	ADJ
fcis-6021	108	25	visual	visual	ADJ
fcis-6021	108	26	fusion	fusion	NOUN
fcis-6021	108	27	,	,	PUNCT
fcis-6021	108	28	introducing	introduce	VERB
fcis-6021	108	29	pre	pre	NOUN
fcis-6021	108	30	-	-	ADJ
fcis-6021	108	31	processing	processing	NOUN
fcis-6021	108	32	of	of	ADP
fcis-6021	108	33	image	image	NOUN
fcis-6021	108	34	,	,	PUNCT
fcis-6021	108	35	audio	audio	NOUN
fcis-6021	108	36	and	and	CCONJ
fcis-6021	108	37	other	other	ADJ
fcis-6021	108	38	materials	material	NOUN
fcis-6021	108	39	.	.	PUNCT
fcis-6021	109	1	for	for	ADP
fcis-6021	109	2	example	example	NOUN
fcis-6021	109	3	,	,	PUNCT
fcis-6021	109	4	huang	huang	PROPN
fcis-6021	109	5	(	(	PUNCT
fcis-6021	109	6	2022	2022	NUM
fcis-6021	109	7	)	)	PUNCT
fcis-6021	109	8	suggested	suggest	VERB
fcis-6021	109	9	a	a	DET
fcis-6021	109	10	method	method	NOUN
fcis-6021	109	11	called	call	VERB
fcis-6021	109	12	image	image	NOUN
fcis-6021	109	13	semantic	semantic	ADJ
fcis-6021	109	14	translation	translation	NOUN
fcis-6021	109	15	-	-	PUNCT
fcis-6021	109	16	based	base	VERB
fcis-6021	109	17	sentiment	sentiment	NOUN
fcis-6021	109	18	analysis	analysis	NOUN
fcis-6021	109	19	for	for	ADP
fcis-6021	109	20	image	image	NOUN
fcis-6021	109	21	fusion	fusion	NOUN
fcis-6021	109	22	(	(	PUNCT
fcis-6021	109	23	imatext	imatext	NOUN
fcis-6021	109	24	-	-	PUNCT
fcis-6021	109	25	ist	ist	NOUN
fcis-6021	109	26	)	)	PUNCT
fcis-6021	109	27	,	,	PUNCT
fcis-6021	109	28	which	which	PRON
fcis-6021	109	29	transforms	transform	VERB
fcis-6021	109	30	images	image	NOUN
fcis-6021	109	31	into	into	ADP
fcis-6021	109	32	image	image	NOUN
fcis-6021	109	33	descriptions	description	NOUN
fcis-6021	109	34	followed	follow	VERB
fcis-6021	109	35	by	by	ADP
fcis-6021	109	36	sentiment	sentiment	NOUN
fcis-6021	109	37	polarity	polarity	NOUN
fcis-6021	109	38	assignment.[18	assignment.[18	PROPN
fcis-6021	109	39	]	]	X
fcis-6021	109	40	liu	liu	PROPN
fcis-6021	109	41	(	(	PUNCT
fcis-6021	109	42	2022	2022	NUM
fcis-6021	109	43	)	)	PUNCT
fcis-6021	109	44	designed	design	VERB
fcis-6021	109	45	a	a	DET
fcis-6021	109	46	combined	combine	VERB
fcis-6021	109	47	attention	attention	NOUN
fcis-6021	109	48	graphic	graphic	ADJ
fcis-6021	109	49	feature	feature	NOUN
fcis-6021	109	50	fusion	fusion	NOUN
fcis-6021	109	51	module	module	NOUN
fcis-6021	109	52	based	base	VERB
fcis-6021	109	53	on	on	ADP
fcis-6021	109	54	transformer	transformer	ADJ
fcis-6021	109	55	encoder	encoder	NOUN
fcis-6021	109	56	and	and	CCONJ
fcis-6021	109	57	attention	attention	NOUN
fcis-6021	109	58	mechanism	mechanism	NOUN
fcis-6021	109	59	,	,	PUNCT
fcis-6021	109	60	through	through	ADP
fcis-6021	109	61	which	which	PRON
fcis-6021	109	62	the	the	DET
fcis-6021	109	63	information	information	NOUN
fcis-6021	109	64	relevance	relevance	NOUN
fcis-6021	109	65	of	of	ADP
fcis-6021	109	66	each	each	DET
fcis-6021	109	67	word	word	NOUN
fcis-6021	109	68	and	and	CCONJ
fcis-6021	109	69	picture	picture	NOUN
fcis-6021	109	70	in	in	ADP
fcis-6021	109	71	the	the	DET
fcis-6021	109	72	text	text	NOUN
fcis-6021	109	73	is	be	AUX
fcis-6021	109	74	calculated	calculate	VERB
fcis-6021	109	75	to	to	PART
fcis-6021	109	76	improve	improve	VERB
fcis-6021	109	77	the	the	DET
fcis-6021	109	78	capacity	capacity	NOUN
fcis-6021	109	79	for	for	ADP
fcis-6021	109	80	emotional	emotional	ADJ
fcis-6021	109	81	representation	representation	NOUN
fcis-6021	109	82	of	of	ADP
fcis-6021	109	83	text	text	NOUN
fcis-6021	109	84	features.[19	features.[19	NOUN
fcis-6021	109	85	]	]	PUNCT
fcis-6021	109	86	5	5	NUM
fcis-6021	109	87	.	.	X
fcis-6021	109	88	conclusion	conclusion	NOUN
fcis-6021	109	89	starting	start	VERB
fcis-6021	109	90	from	from	ADP
fcis-6021	109	91	the	the	DET
fcis-6021	109	92	application	application	NOUN
fcis-6021	109	93	value	value	NOUN
fcis-6021	109	94	and	and	CCONJ
fcis-6021	109	95	challenges	challenge	NOUN
fcis-6021	109	96	of	of	ADP
fcis-6021	109	97	sentiment	sentiment	NOUN
fcis-6021	109	98	analysis	analysis	NOUN
fcis-6021	109	99	,	,	PUNCT
fcis-6021	109	100	this	this	DET
fcis-6021	109	101	paper	paper	NOUN
fcis-6021	109	102	comprehensively	comprehensively	ADV
fcis-6021	109	103	analyzes	analyze	VERB
fcis-6021	109	104	the	the	DET
fcis-6021	109	105	main	main	ADJ
fcis-6021	109	106	steps	step	NOUN
fcis-6021	109	107	and	and	CCONJ
fcis-6021	109	108	research	research	NOUN
fcis-6021	109	109	methods	method	NOUN
fcis-6021	109	110	of	of	ADP
fcis-6021	109	111	sentiment	sentiment	NOUN
fcis-6021	109	112	analysis	analysis	NOUN
fcis-6021	109	113	and	and	CCONJ
fcis-6021	109	114	summarizes	summarize	NOUN
fcis-6021	109	115	multimodal	multimodal	NOUN
fcis-6021	109	116	sentiment	sentiment	NOUN
fcis-6021	109	117	recognition	recognition	NOUN
fcis-6021	109	118	methods	method	NOUN
fcis-6021	109	119	suitable	suitable	ADJ
fcis-6021	109	120	for	for	ADP
fcis-6021	109	121	analyzing	analyze	VERB
fcis-6021	109	122	public	public	ADJ
fcis-6021	109	123	opinion	opinion	NOUN
fcis-6021	109	124	in	in	ADP
fcis-6021	109	125	different	different	ADJ
fcis-6021	109	126	forms	form	NOUN
fcis-6021	109	127	,	,	PUNCT
fcis-6021	109	128	broadening	broaden	VERB
fcis-6021	109	129	research	research	NOUN
fcis-6021	109	130	scope	scope	NOUN
fcis-6021	109	131	and	and	CCONJ
fcis-6021	109	132	the	the	DET
fcis-6021	109	133	range	range	NOUN
fcis-6021	109	134	of	of	ADP
fcis-6021	109	135	raw	raw	ADJ
fcis-6021	109	136	data	datum	NOUN
fcis-6021	109	137	that	that	PRON
fcis-6021	109	138	can	can	AUX
fcis-6021	109	139	be	be	AUX
fcis-6021	109	140	processed	process	VERB
fcis-6021	109	141	.	.	PUNCT
fcis-6021	110	1	unfortunately	unfortunately	ADV
fcis-6021	110	2	,	,	PUNCT
fcis-6021	110	3	multimodal	multimodal	ADJ
fcis-6021	110	4	sentiment	sentiment	NOUN
fcis-6021	110	5	recognition	recognition	NOUN
fcis-6021	110	6	is	be	AUX
fcis-6021	110	7	still	still	ADV
fcis-6021	110	8	in	in	ADP
fcis-6021	110	9	its	its	PRON
fcis-6021	110	10	initial	initial	ADJ
fcis-6021	110	11	stage	stage	NOUN
fcis-6021	110	12	.	.	PUNCT
fcis-6021	111	1	there	there	PRON
fcis-6021	111	2	’s	’	VERB
fcis-6021	111	3	still	still	ADV
fcis-6021	111	4	room	room	NOUN
fcis-6021	111	5	for	for	ADP
fcis-6021	111	6	improvement	improvement	NOUN
fcis-6021	111	7	in	in	ADP
fcis-6021	111	8	cross	cross	ADJ
fcis-6021	111	9	-	-	ADJ
fcis-6021	111	10	disciplinary	disciplinary	ADJ
fcis-6021	111	11	research	research	NOUN
fcis-6021	111	12	on	on	ADP
fcis-6021	111	13	multimodal	multimodal	ADJ
fcis-6021	111	14	data	datum	NOUN
fcis-6021	111	15	of	of	ADP
fcis-6021	111	16	text	text	NOUN
fcis-6021	111	17	,	,	PUNCT
fcis-6021	111	18	picture	picture	NOUN
fcis-6021	111	19	,	,	PUNCT
fcis-6021	111	20	audio	audio	NOUN
fcis-6021	111	21	,	,	PUNCT
fcis-6021	111	22	video	video	NOUN
fcis-6021	111	23	in	in	ADP
fcis-6021	111	24	terms	term	NOUN
fcis-6021	111	25	of	of	ADP
fcis-6021	111	26	weighted	weight	VERB
fcis-6021	111	27	scoring	scoring	NOUN
fcis-6021	111	28	,	,	PUNCT
fcis-6021	111	29	complex	complex	ADJ
fcis-6021	111	30	emotion	emotion	NOUN
fcis-6021	111	31	and	and	CCONJ
fcis-6021	111	32	intensity	intensity	NOUN
fcis-6021	111	33	recognition	recognition	NOUN
fcis-6021	111	34	.	.	PUNCT
fcis-6021	112	1	in	in	ADP
fcis-6021	112	2	the	the	DET
fcis-6021	112	3	future	future	NOUN
fcis-6021	112	4	,	,	PUNCT
fcis-6021	112	5	it	it	PRON
fcis-6021	112	6	is	be	AUX
fcis-6021	112	7	necessary	necessary	ADJ
fcis-6021	112	8	to	to	PART
fcis-6021	112	9	have	have	VERB
fcis-6021	112	10	a	a	DET
fcis-6021	112	11	better	well	ADJ
fcis-6021	112	12	understanding	understanding	NOUN
fcis-6021	112	13	of	of	ADP
fcis-6021	112	14	the	the	DET
fcis-6021	112	15	implications	implication	NOUN
fcis-6021	112	16	of	of	ADP
fcis-6021	112	17	variables	variable	NOUN
fcis-6021	112	18	such	such	ADJ
fcis-6021	112	19	as	as	ADP
fcis-6021	112	20	emotion	emotion	NOUN
fcis-6021	112	21	intensity	intensity	NOUN
fcis-6021	112	22	and	and	CCONJ
fcis-6021	112	23	emotion	emotion	NOUN
fcis-6021	112	24	conversion	conversion	NOUN
fcis-6021	112	25	in	in	ADP
fcis-6021	112	26	the	the	DET
fcis-6021	112	27	hope	hope	NOUN
fcis-6021	112	28	that	that	PRON
fcis-6021	112	29	sentiment	sentiment	NOUN
fcis-6021	112	30	analysis	analysis	NOUN
fcis-6021	112	31	will	will	AUX
fcis-6021	112	32	play	play	VERB
fcis-6021	112	33	a	a	DET
fcis-6021	112	34	bigger	big	ADJ
fcis-6021	112	35	role	role	NOUN
fcis-6021	112	36	in	in	ADP
fcis-6021	112	37	risk	risk	NOUN
fcis-6021	112	38	grading	grading	NOUN
fcis-6021	112	39	of	of	ADP
fcis-6021	112	40	a	a	DET
fcis-6021	112	41	public	public	ADJ
fcis-6021	112	42	opinion	opinion	NOUN
fcis-6021	112	43	event	event	NOUN
fcis-6021	112	44	.	.	PUNCT
fcis-6021	113	1	references	reference	NOUN
fcis-6021	113	2	[	[	X
fcis-6021	113	3	1	1	NUM
fcis-6021	113	4	]	]	PUNCT
fcis-6021	113	5	chen	chen	PROPN
fcis-6021	113	6	xiaoting	xiaoting	PROPN
fcis-6021	113	7	,	,	PUNCT
fcis-6021	113	8	li	li	PROPN
fcis-6021	113	9	shi	shi	PROPN
fcis-6021	113	10	,	,	PUNCT
fcis-6021	113	11	”	"	PUNCT
fcis-6021	113	12	survey	survey	NOUN
fcis-6021	113	13	on	on	ADP
fcis-6021	113	14	emotion	emotion	NOUN
fcis-6021	113	15	recognition	recognition	NOUN
fcis-6021	113	16	in	in	ADP
fcis-6021	113	17	conversation	conversation	NOUN
fcis-6021	113	18	,	,	PUNCT
fcis-6021	113	19	”	"	PUNCT
fcis-6021	113	20	in	in	ADP
fcis-6021	113	21	computer	computer	NOUN
fcis-6021	113	22	engineering	engineering	NOUN
fcis-6021	113	23	and	and	CCONJ
fcis-6021	113	24	applications	application	NOUN
fcis-6021	113	25	,	,	PUNCT
fcis-6021	113	26	vol	vol	NOUN
fcis-6021	113	27	.	.	PROPN
fcis-6021	113	28	3	3	NUM
fcis-6021	113	29	,	,	PUNCT
fcis-6021	113	30	j.	j.	PROPN
fcis-6021	113	31	2023	2023	NUM
fcis-6021	113	32	,	,	PUNCT
fcis-6021	113	33	pp.33	pp.33	NOUN
fcis-6021	113	34	-	-	PUNCT
fcis-6021	113	35	48	48	NUM
fcis-6021	113	36	.	.	PUNCT
fcis-6021	114	1	[	[	X
fcis-6021	114	2	2	2	X
fcis-6021	114	3	]	]	PUNCT
fcis-6021	114	4	read	read	NOUN
fcis-6021	114	5	j	j	PROPN
fcis-6021	114	6	,	,	PUNCT
fcis-6021	114	7	”	"	PUNCT
fcis-6021	114	8	using	use	VERB
fcis-6021	114	9	emoticons	emoticon	NOUN
fcis-6021	114	10	to	to	PART
fcis-6021	114	11	reduce	reduce	VERB
fcis-6021	114	12	dependency	dependency	NOUN
fcis-6021	114	13	in	in	ADP
fcis-6021	114	14	machine	machine	NOUN
fcis-6021	114	15	learning	learn	VERB
fcis-6021	114	16	techniques	technique	NOUN
fcis-6021	114	17	for	for	ADP
fcis-6021	114	18	sentiment	sentiment	NOUN
fcis-6021	114	19	classification（presented	classification（presente	VERB
fcis-6021	114	20	conference	conference	NOUN
fcis-6021	114	21	paper	paper	NOUN
fcis-6021	114	22	style	style	NOUN
fcis-6021	114	23	)	)	PUNCT
fcis-6021	114	24	,	,	PUNCT
fcis-6021	114	25	”	"	PUNCT
fcis-6021	114	26	presented	present	VERB
fcis-6021	114	27	at	at	ADP
fcis-6021	114	28	proc	proc	NOUN
fcis-6021	114	29	of	of	ADP
fcis-6021	114	30	the	the	DET
fcis-6021	114	31	43rd	43rd	ADJ
fcis-6021	114	32	acl	acl	PROPN
fcis-6021	114	33	student	student	NOUN
fcis-6021	114	34	research	research	NOUN
fcis-6021	114	35	workshop	workshop	NOUN
fcis-6021	114	36	,	,	PUNCT
fcis-6021	114	37	stroudsburg	stroudsburg	PROPN
fcis-6021	114	38	.	.	PUNCT
fcis-6021	115	1	[	[	X
fcis-6021	115	2	3	3	NUM
fcis-6021	115	3	]	]	X
fcis-6021	115	4	li	li	PROPN
fcis-6021	115	5	ran	run	VERB
fcis-6021	115	6	,	,	PUNCT
fcis-6021	115	7	lin	lin	PROPN
fcis-6021	115	8	zheng	zheng	PROPN
fcis-6021	115	9	,	,	PUNCT
fcis-6021	115	10	lin	lin	PROPN
fcis-6021	115	11	hailun	hailun	PROPN
fcis-6021	115	12	,	,	PUNCT
fcis-6021	115	13	wang	wang	PROPN
fcis-6021	115	14	weiping	weiping	PROPN
fcis-6021	115	15	,	,	PUNCT
fcis-6021	115	16	meng	meng	PROPN
fcis-6021	115	17	dan	dan	PROPN
fcis-6021	115	18	,	,	PUNCT
fcis-6021	115	19	“	"	PUNCT
fcis-6021	115	20	text	text	NOUN
fcis-6021	115	21	emotion	emotion	NOUN
fcis-6021	115	22	analysis	analysis	NOUN
fcis-6021	115	23	:	:	PUNCT
fcis-6021	115	24	a	a	DET
fcis-6021	115	25	survey	survey	NOUN
fcis-6021	115	26	”	"	PUNCT
fcis-6021	115	27	in	in	ADP
fcis-6021	115	28	journal	journal	NOUN
fcis-6021	115	29	of	of	ADP
fcis-6021	115	30	computer	computer	NOUN
fcis-6021	115	31	research	research	NOUN
fcis-6021	115	32	and	and	CCONJ
fcis-6021	115	33	development	development	NOUN
fcis-6021	115	34	,	,	PUNCT
fcis-6021	115	35	vol	vol	NOUN
fcis-6021	115	36	.	.	PROPN
fcis-6021	116	1	55	55	NUM
fcis-6021	116	2	,	,	PUNCT
fcis-6021	116	3	j.	j.	PROPN
fcis-6021	116	4	2018	2018	NUM
fcis-6021	116	5	,	,	PUNCT
fcis-6021	116	6	pp	pp	ADJ
fcis-6021	116	7	.	.	PUNCT
fcis-6021	117	1	30	30	NUM
fcis-6021	117	2	-	-	SYM
fcis-6021	117	3	52	52	NUM
fcis-6021	117	4	.	.	PUNCT
fcis-6021	118	1	[	[	X
fcis-6021	118	2	4	4	NUM
fcis-6021	118	3	]	]	PUNCT
fcis-6021	118	4	bolen	bolen	PROPN
fcis-6021	118	5	j	j	PROPN
fcis-6021	118	6	,	,	PUNCT
fcis-6021	118	7	mao	mao	PROPN
fcis-6021	118	8	h	h	NOUN
fcis-6021	118	9	,	,	PUNCT
fcis-6021	118	10	zeng	zeng	PROPN
fcis-6021	118	11	x	x	X
fcis-6021	118	12	,	,	PUNCT
fcis-6021	118	13	“	"	PUNCT
fcis-6021	118	14	twiter	twiter	NOUN
fcis-6021	118	15	mood	mood	NOUN
fcis-6021	118	16	predicts	predict	VERB
fcis-6021	118	17	the	the	DET
fcis-6021	118	18	stock	stock	NOUN
fcis-6021	118	19	market	market	NOUN
fcis-6021	118	20	,	,	PUNCT
fcis-6021	118	21	”	"	PUNCT
fcis-6021	118	22	in	in	ADP
fcis-6021	118	23	journal	journal	NOUN
fcis-6021	118	24	of	of	ADP
fcis-6021	118	25	computational	computational	ADJ
fcis-6021	118	26	science	science	NOUN
fcis-6021	118	27	,	,	PUNCT
fcis-6021	118	28	vol	vol	NOUN
fcis-6021	118	29	.	.	PROPN
fcis-6021	118	30	2	2	NUM
fcis-6021	118	31	,	,	PUNCT
fcis-6021	118	32	j.2011	j.2011	NOUN
fcis-6021	118	33	,	,	PUNCT
fcis-6021	118	34	pp.1	pp.1	NOUN
fcis-6021	118	35	-8	-8	NOUN
fcis-6021	118	36	.	.	PUNCT
fcis-6021	119	1	[	[	X
fcis-6021	119	2	5	5	X
fcis-6021	119	3	]	]	X
fcis-6021	119	4	zhang	zhang	PROPN
fcis-6021	119	5	m	m	PROPN
fcis-6021	119	6	,	,	PUNCT
fcis-6021	119	7	zheng	zheng	PROPN
fcis-6021	119	8	r	r	PROPN
fcis-6021	119	9	,	,	PUNCT
fcis-6021	119	10	chen	chen	PROPN
fcis-6021	119	11	j	j	PROPN
fcis-6021	119	12	,	,	PUNCT
fcis-6021	119	13	et	et	PROPN
fcis-6021	119	14	al	al	PROPN
fcis-6021	119	15	,	,	PUNCT
fcis-6021	119	16	“	"	PUNCT
fcis-6021	119	17	emotional	emotional	ADJ
fcis-6021	119	18	component	component	NOUN
fcis-6021	119	19	analysis	analysis	NOUN
fcis-6021	119	20	and	and	CCONJ
fcis-6021	119	21	forecast	forecast	VERB
fcis-6021	119	22	public	public	ADJ
fcis-6021	119	23	opinion	opinion	NOUN
fcis-6021	119	24	on	on	ADP
fcis-6021	119	25	micro	micro	ADJ
fcis-6021	119	26	-	-	NOUN
fcis-6021	119	27	blog	blog	ADJ
fcis-6021	119	28	posts	post	NOUN
fcis-6021	119	29	based	base	VERB
fcis-6021	119	30	on	on	ADP
fcis-6021	119	31	maximum	maximum	PROPN
fcis-6021	119	32	entropy	entropy	PROPN
fcis-6021	119	33	model	model	NOUN
fcis-6021	119	34	,	,	PUNCT
fcis-6021	119	35	”	"	PUNCT
fcis-6021	119	36	in	in	ADP
fcis-6021	119	37	cluster	cluster	NOUN
fcis-6021	119	38	computing	computing	NOUN
fcis-6021	119	39	,	,	PUNCT
fcis-6021	119	40	vol	vol	NOUN
fcis-6021	119	41	.	.	PROPN
fcis-6021	120	1	3	3	NUM
fcis-6021	120	2	,	,	PUNCT
fcis-6021	120	3	j.	j.	PROPN
fcis-6021	120	4	2019	2019	NUM
fcis-6021	120	5	,	,	PUNCT
fcis-6021	120	6	pp.6295	pp.6295	PROPN
fcis-6021	120	7	-	-	PUNCT
fcis-6021	120	8	6304	6304	NUM
fcis-6021	120	9	.	.	PUNCT
fcis-6021	121	1	[	[	X
fcis-6021	121	2	6	6	NUM
fcis-6021	121	3	]	]	SYM
fcis-6021	121	4	lil	lil	PROPN
fcis-6021	121	5	,	,	PUNCT
fcis-6021	121	6	wuy	wuy	PROPN
fcis-6021	121	7	,	,	PUNCT
fcis-6021	121	8	zhang	zhang	PROPN
fcis-6021	121	9	,	,	PUNCT
fcis-6021	121	10	etal	etal	NOUN
fcis-6021	121	11	,	,	PUNCT
fcis-6021	121	12	“	"	PUNCT
fcis-6021	121	13	time+user	time+user	VERB
fcis-6021	121	14	dual	dual	ADJ
fcis-6021	121	15	attention	attention	NOUN
fcis-6021	121	16	based	base	VERB
fcis-6021	121	17	sentiment	sentiment	NOUN
fcis-6021	121	18	prediction	prediction	NOUN
fcis-6021	121	19	for	for	ADP
fcis-6021	121	20	multiple	multiple	ADJ
fcis-6021	121	21	social	social	ADJ
fcis-6021	121	22	network	network	NOUN
fcis-6021	121	23	texts	text	NOUN
fcis-6021	121	24	with	with	ADP
fcis-6021	121	25	time	time	NOUN
fcis-6021	121	26	series	series	NOUN
fcis-6021	121	27	,	,	PUNCT
fcis-6021	121	28	”	"	PUNCT
fcis-6021	121	29	ieee	ieee	NOUN
fcis-6021	121	30	-	-	PUNCT
fcis-6021	121	31	access	access	NOUN
fcis-6021	121	32	,	,	PUNCT
fcis-6021	121	33	vol.7	vol.7	PROPN
fcis-6021	121	34	,	,	PUNCT
fcis-6021	121	35	j.	j.	PROPN
fcis-6021	121	36	2019	2019	NUM
fcis-6021	121	37	,	,	PUNCT
fcis-6021	121	38	pp	pp	ADJ
fcis-6021	121	39	.	.	PUNCT
fcis-6021	122	1	17644	17644	NUM
fcis-6021	122	2	-	-	SYM
fcis-6021	122	3	17653	17653	NUM
fcis-6021	122	4	.	.	PUNCT
fcis-6021	123	1	[	[	X
fcis-6021	123	2	7	7	X
fcis-6021	123	3	]	]	X
fcis-6021	123	4	majumder	majumder	NOUN
fcis-6021	123	5	n	n	CCONJ
fcis-6021	123	6	,	,	PUNCT
fcis-6021	123	7	hazarika	hazarika	NOUN
fcis-6021	123	8	d	d	NOUN
fcis-6021	123	9	,	,	PUNCT
fcis-6021	123	10	gelbukh	gelbukh	PROPN
fcis-6021	123	11	a	a	PRON
fcis-6021	123	12	,	,	PUNCT
fcis-6021	123	13	et	et	PROPN
fcis-6021	123	14	al	al	PROPN
fcis-6021	123	15	,	,	PUNCT
fcis-6021	123	16	“	"	PUNCT
fcis-6021	123	17	multimodal	multimodal	ADJ
fcis-6021	123	18	sentiment	sentiment	NOUN
fcis-6021	123	19	analysis	analysis	NOUN
fcis-6021	123	20	using	use	VERB
fcis-6021	123	21	hierarchical	hierarchical	ADJ
fcis-6021	123	22	fusion	fusion	NOUN
fcis-6021	123	23	with	with	ADP
fcis-6021	123	24	context	context	NOUN
fcis-6021	123	25	modeling	modeling	NOUN
fcis-6021	123	26	,	,	PUNCT
fcis-6021	123	27	”	"	PUNCT
fcis-6021	123	28	in	in	ADP
fcis-6021	123	29	knowledge	knowledge	NOUN
fcis-6021	123	30	-	-	PUNCT
fcis-6021	123	31	based	base	VERB
fcis-6021	123	32	systems	system	NOUN
fcis-6021	123	33	,	,	PUNCT
fcis-6021	123	34	vol.161	vol.161	NOUN
fcis-6021	123	35	,	,	PUNCT
fcis-6021	123	36	j.2018	j.2018	NOUN
fcis-6021	123	37	,	,	PUNCT
fcis-6021	123	38	pp.124	pp.124	NOUN
fcis-6021	123	39	-	-	PUNCT
fcis-6021	123	40	133	133	NUM
fcis-6021	123	41	.	.	PUNCT
fcis-6021	124	1	[	[	X
fcis-6021	124	2	8	8	NUM
fcis-6021	124	3	]	]	X
fcis-6021	124	4	shi	shi	PROPN
fcis-6021	124	5	wei	wei	PROPN
fcis-6021	124	6	,	,	PUNCT
fcis-6021	124	7	xue	xue	PROPN
fcis-6021	124	8	guangcong	guangcong	PROPN
fcis-6021	124	9	,	,	PUNCT
fcis-6021	124	10	he	he	PRON
fcis-6021	124	11	shaoyi	shaoyi	VERB
fcis-6021	124	12	,	,	PUNCT
fcis-6021	124	13	“	"	PUNCT
fcis-6021	124	14	literature	literature	NOUN
fcis-6021	124	15	review	review	NOUN
fcis-6021	124	16	of	of	ADP
fcis-6021	124	17	network	network	NOUN
fcis-6021	124	18	public	public	ADJ
fcis-6021	124	19	opinion	opinion	NOUN
fcis-6021	124	20	research	research	NOUN
fcis-6021	124	21	from	from	ADP
fcis-6021	124	22	the	the	DET
fcis-6021	124	23	perspective	perspective	NOUN
fcis-6021	124	24	of	of	ADP
fcis-6021	124	25	sentiment	sentiment	NOUN
fcis-6021	124	26	”	"	PUNCT
fcis-6021	124	27	in	in	ADP
fcis-6021	124	28	documentation	documentation	NOUN
fcis-6021	124	29	,	,	PUNCT
fcis-6021	124	30	information	information	NOUN
fcis-6021	124	31	&	&	CCONJ
fcis-6021	124	32	knowledge	knowledge	PROPN
fcis-6021	124	33	,	,	PUNCT
fcis-6021	124	34	vol.39	vol.39	NOUN
fcis-6021	124	35	,	,	PUNCT
fcis-6021	124	36	j.	j.	PROPN
fcis-6021	124	37	2022	2022	NUM
fcis-6021	124	38	,	,	PUNCT
fcis-6021	124	39	pp.105	pp.105	PROPN
fcis-6021	124	40	-	-	PUNCT
fcis-6021	124	41	118	118	NUM
fcis-6021	124	42	.	.	PUNCT
fcis-6021	125	1	[	[	X
fcis-6021	125	2	9	9	NUM
fcis-6021	125	3	]	]	SYM
fcis-6021	125	4	plutchik	plutchik	NOUN
fcis-6021	125	5	r	r	NOUN
fcis-6021	125	6	,	,	PUNCT
fcis-6021	125	7	“	"	PUNCT
fcis-6021	125	8	the	the	DET
fcis-6021	125	9	nature	nature	NOUN
fcis-6021	125	10	of	of	ADP
fcis-6021	125	11	emotions	emotion	NOUN
fcis-6021	125	12	,	,	PUNCT
fcis-6021	125	13	”	"	PUNCT
fcis-6021	125	14	in	in	ADP
fcis-6021	125	15	philosophical	philosophical	ADJ
fcis-6021	125	16	studies	study	NOUN
fcis-6021	125	17	,	,	PUNCT
fcis-6021	125	18	vol.4	vol.4	PROPN
fcis-6021	125	19	,	,	PUNCT
fcis-6021	125	20	j.2001	j.2001	PROPN
fcis-6021	125	21	,	,	PUNCT
fcis-6021	125	22	pp	pp	ADJ
fcis-6021	125	23	.	.	PUNCT
fcis-6021	126	1	393	393	NUM
fcis-6021	126	2	-	-	SYM
fcis-6021	126	3	409	409	NUM
fcis-6021	126	4	.	.	PUNCT
fcis-6021	127	1	[	[	X
fcis-6021	127	2	10	10	NUM
fcis-6021	127	3	]	]	PUNCT
fcis-6021	127	4	ekman	ekman	NOUN
fcis-6021	127	5	p	p	NOUN
fcis-6021	127	6	,	,	PUNCT
fcis-6021	127	7	“	"	PUNCT
fcis-6021	127	8	an	an	DET
fcis-6021	127	9	argument	argument	NOUN
fcis-6021	127	10	for	for	ADP
fcis-6021	127	11	basic	basic	ADJ
fcis-6021	127	12	emotions,”in	emotions,”in	ADJ
fcis-6021	127	13	cognition	cognition	NOUN
fcis-6021	127	14	and	and	CCONJ
fcis-6021	127	15	emotion	emotion	NOUN
fcis-6021	127	16	,	,	PUNCT
fcis-6021	127	17	vol.6	vol.6	PROPN
fcis-6021	127	18	,	,	PUNCT
fcis-6021	127	19	j.1992	j.1992	PROPN
fcis-6021	127	20	,	,	PUNCT
fcis-6021	127	21	pp.169	pp.169	NOUN
fcis-6021	127	22	-	-	PUNCT
fcis-6021	127	23	200	200	NUM
fcis-6021	127	24	.	.	PUNCT
fcis-6021	128	1	[	[	X
fcis-6021	128	2	11	11	NUM
fcis-6021	128	3	]	]	X
fcis-6021	128	4	parrott	parrott	PROPN
fcis-6021	128	5	w	w	PROPN
fcis-6021	128	6	g	g	PROPN
fcis-6021	128	7	,	,	PUNCT
fcis-6021	128	8	emotions	emotion	NOUN
fcis-6021	128	9	in	in	ADP
fcis-6021	128	10	social	social	ADJ
fcis-6021	128	11	psychology	psychology	NOUN
fcis-6021	128	12	:	:	PUNCT
fcis-6021	128	13	esential	esential	ADJ
fcis-6021	128	14	readings	reading	NOUN
fcis-6021	128	15	.	.	PUNCT
fcis-6021	129	1	oxford	oxford	PROPN
fcis-6021	129	2	,	,	PUNCT
fcis-6021	129	3	uk	uk	PROPN
fcis-6021	129	4	:	:	PUNCT
fcis-6021	129	5	psychology	psychology	NOUN
fcis-6021	129	6	press	press	NOUN
fcis-6021	129	7	,	,	PUNCT
fcis-6021	129	8	2001	2001	NUM
fcis-6021	129	9	.	.	PUNCT
fcis-6021	130	1	[	[	X
fcis-6021	130	2	12	12	NUM
fcis-6021	130	3	]	]	PUNCT
fcis-6021	130	4	mishne	mishne	NOUN
fcis-6021	130	5	g,“experiments	g,“experiment	NOUN
fcis-6021	130	6	with	with	ADP
fcis-6021	130	7	mood	mood	NOUN
fcis-6021	130	8	clasification	clasification	NOUN
fcis-6021	130	9	in	in	ADP
fcis-6021	130	10	blogposts	blogpost	NOUN
fcis-6021	130	11	,	,	PUNCT
fcis-6021	130	12	”	"	PUNCT
fcis-6021	130	13	presented	present	VERB
fcis-6021	130	14	at	at	ADP
fcis-6021	130	15	proc	proc	NOUN
fcis-6021	130	16	of	of	ADP
fcis-6021	130	17	the	the	DET
fcis-6021	130	18	28th	28th	ADJ
fcis-6021	130	19	acm	acm	NOUN
fcis-6021	130	20	sigir	sigir	NOUN
fcis-6021	130	21	workshop	workshop	NOUN
fcis-6021	130	22	on	on	ADP
fcis-6021	130	23	stylistic	stylistic	ADJ
fcis-6021	130	24	analysis	analysis	NOUN
fcis-6021	130	25	of	of	ADP
fcis-6021	130	26	text	text	NOUN
fcis-6021	130	27	for	for	ADP
fcis-6021	130	28	information	information	NOUN
fcis-6021	130	29	access	access	NOUN
fcis-6021	130	30	,	,	PUNCT
fcis-6021	130	31	new	new	PROPN
fcis-6021	130	32	york	york	PROPN
fcis-6021	130	33	.	.	PUNCT
fcis-6021	131	1	[	[	X
fcis-6021	131	2	13	13	NUM
fcis-6021	131	3	]	]	X
fcis-6021	131	4	shen	shen	NOUN
fcis-6021	131	5	lining	lining	PROPN
fcis-6021	131	6	,	,	PUNCT
fcis-6021	131	7	yang	yang	PROPN
fcis-6021	131	8	jiayi	jiayi	PROPN
fcis-6021	131	9	,	,	PUNCT
fcis-6021	131	10	pei	pei	PROPN
fcis-6021	131	11	jiaxuan	jiaxuan	PROPN
fcis-6021	131	12	,	,	PUNCT
fcis-6021	131	13	cao	cao	PROPN
fcis-6021	131	14	guang	guang	PROPN
fcis-6021	131	15	,	,	PUNCT
fcis-6021	131	16	chen	chen	PROPN
fcis-6021	131	17	gongzheng	gongzheng	PROPN
fcis-6021	131	18	,	,	PUNCT
fcis-6021	131	19	“	"	PUNCT
fcis-6021	131	20	a	a	DET
fcis-6021	131	21	fine	fine	ADV
fcis-6021	131	22	-	-	PUNCT
fcis-6021	131	23	grained	grain	VERB
fcis-6021	131	24	emotion	emotion	NOUN
fcis-6021	131	25	recognition	recognition	NOUN
fcis-6021	131	26	method	method	NOUN
fcis-6021	131	27	based	base	VERB
fcis-6021	131	28	on	on	ADP
fcis-6021	131	29	occ	occ	NOUN
fcis-6021	131	30	-	-	PUNCT
fcis-6021	131	31	model	model	NOUN
fcis-6021	131	32	and	and	CCONJ
fcis-6021	131	33	emotion	emotion	NOUN
fcis-6021	131	34	cause	cause	VERB
fcis-6021	131	35	event	event	NOUN
fcis-6021	131	36	extraction	extraction	NOUN
fcis-6021	131	37	(	(	PUNCT
fcis-6021	131	38	unpublished	unpublished	ADJ
fcis-6021	131	39	work	work	NOUN
fcis-6021	131	40	style	style	NOUN
fcis-6021	131	41	)	)	PUNCT
fcis-6021	131	42	”	"	PUNCT
fcis-6021	131	43	unpublished	unpublished	ADJ
fcis-6021	131	44	.	.	PUNCT
fcis-6021	132	1	[	[	X
fcis-6021	132	2	14	14	NUM
fcis-6021	132	3	]	]	X
fcis-6021	132	4	pang	pang	NOUN
fcis-6021	132	5	b	b	PROPN
fcis-6021	132	6	,	,	PUNCT
fcis-6021	132	7	lee	lee	PROPN
fcis-6021	132	8	l	l	PROPN
fcis-6021	132	9	,	,	PUNCT
fcis-6021	132	10	“	"	PUNCT
fcis-6021	132	11	thumbs	thumb	VERB
fcis-6021	132	12	up	up	ADP
fcis-6021	132	13	?	?	PUNCT
fcis-6021	133	1	sentiment	sentiment	NOUN
fcis-6021	133	2	classification	classification	NOUN
fcis-6021	133	3	using	use	VERB
fcis-6021	133	4	machine	machine	NOUN
fcis-6021	133	5	learning	learn	VERB
fcis-6021	133	6	techniques”in	techniques”in	ADJ
fcis-6021	133	7	empirical	empirical	ADJ
fcis-6021	133	8	methods	method	NOUN
fcis-6021	133	9	in	in	ADP
fcis-6021	133	10	natural	natural	ADJ
fcis-6021	133	11	language	language	NOUN
fcis-6021	133	12	processing	processing	NOUN
fcis-6021	133	13	,	,	PUNCT
fcis-6021	133	14	vol.9	vol.9	PROPN
fcis-6021	133	15	,	,	PUNCT
fcis-6021	133	16	j.2022	j.2022	NOUN
fcis-6021	133	17	,	,	PUNCT
fcis-6021	133	18	pp	pp	ADJ
fcis-6021	133	19	.	.	PUNCT
fcis-6021	134	1	79	79	NUM
fcis-6021	134	2	-	-	SYM
fcis-6021	134	3	86	86	NUM
fcis-6021	134	4	.	.	PUNCT
fcis-6021	135	1	[	[	X
fcis-6021	135	2	15	15	NUM
fcis-6021	135	3	]	]	X
fcis-6021	135	4	poria	poria	PROPN
fcis-6021	135	5	s	s	PROPN
fcis-6021	135	6	,	,	PUNCT
fcis-6021	135	7	cambria	cambria	PROPN
fcis-6021	135	8	e	e	PROPN
fcis-6021	135	9	,	,	PUNCT
fcis-6021	135	10	howard	howard	PROPN
fcis-6021	135	11	n	n	CCONJ
fcis-6021	135	12	,	,	PUNCT
fcis-6021	135	13	et	et	PROPN
fcis-6021	135	14	al	al	PROPN
fcis-6021	135	15	,	,	PUNCT
fcis-6021	135	16	“	"	PUNCT
fcis-6021	135	17	fusing	fuse	VERB
fcis-6021	135	18	audio	audio	NOUN
fcis-6021	135	19	,	,	PUNCT
fcis-6021	135	20	visual	visual	ADJ
fcis-6021	135	21	and	and	CCONJ
fcis-6021	135	22	textual	textual	ADJ
fcis-6021	135	23	clues	clue	NOUN
fcis-6021	135	24	for	for	ADP
fcis-6021	135	25	sentiment	sentiment	NOUN
fcis-6021	135	26	analysis	analysis	NOUN
fcis-6021	135	27	from	from	ADP
fcis-6021	135	28	multimodal	multimodal	ADJ
fcis-6021	135	29	content	content	NOUN
fcis-6021	135	30	,	,	PUNCT
fcis-6021	135	31	”	"	PUNCT
fcis-6021	135	32	in	in	ADP
fcis-6021	135	33	neurocomputing	neurocomputing	NOUN
fcis-6021	135	34	,	,	PUNCT
fcis-6021	135	35	vol.174	vol.174	NOUN
fcis-6021	135	36	,	,	PUNCT
fcis-6021	135	37	2016	2016	NUM
fcis-6021	135	38	,	,	PUNCT
fcis-6021	135	39	pp	pp	ADJ
fcis-6021	135	40	.	.	PUNCT
fcis-6021	136	1	50	50	NUM
fcis-6021	136	2	-	-	SYM
fcis-6021	136	3	59	59	NUM
fcis-6021	136	4	.	.	PUNCT
fcis-6021	137	1	[	[	X
fcis-6021	137	2	16	16	NUM
fcis-6021	137	3	]	]	X
fcis-6021	137	4	zhao	zhao	PROPN
fcis-6021	137	5	yicheng	yicheng	PROPN
fcis-6021	137	6	,	,	PUNCT
fcis-6021	137	7	wang	wang	PROPN
fcis-6021	137	8	suge,“image	suge,“image	NOUN
fcis-6021	137	9	-	-	PUNCT
fcis-6021	137	10	text	text	NOUN
fcis-6021	137	11	aspect	aspect	NOUN
fcis-6021	137	12	emotion	emotion	NOUN
fcis-6021	137	13	recognition	recognition	NOUN
fcis-6021	137	14	based	base	VERB
fcis-6021	137	15	on	on	ADP
fcis-6021	137	16	joint	joint	ADJ
fcis-6021	137	17	aspect	aspect	NOUN
fcis-6021	137	18	attention	attention	NOUN
fcis-6021	137	19	interaction	interaction	NOUN
fcis-6021	137	20	(	(	PUNCT
fcis-6021	137	21	unpublished	unpublished	ADJ
fcis-6021	137	22	work	work	NOUN
fcis-6021	137	23	style	style	NOUN
fcis-6021	137	24	)	)	PUNCT
fcis-6021	137	25	,	,	PUNCT
fcis-6021	137	26	”	"	PUNCT
fcis-6021	137	27	unpublished	unpublished	ADJ
fcis-6021	137	28	.	.	PUNCT
fcis-6021	138	1	[	[	X
fcis-6021	138	2	17	17	NUM
fcis-6021	138	3	]	]	PUNCT
fcis-6021	138	4	caod	caod	NOUN
fcis-6021	138	5	,	,	PUNCT
fcis-6021	138	6	jir,“visualsentimenttopicmodelbasedmicroblogimag	jir,“visualsentimenttopicmodelbasedmicroblogimag	ADJ
fcis-6021	138	7	esentimentanalysis[j	esentimentanalysis[j	NOUN
fcis-6021	138	8	]	]	PUNCT
fcis-6021	138	9	.	.	PUNCT
fcis-6021	139	1	multimedia	multimedia	NOUN
fcis-6021	139	2	tools	tool	NOUN
fcis-6021	139	3	and	and	CCONJ
fcis-6021	139	4	applications	application	NOUN
fcis-6021	139	5	”	"	PUNCT
fcis-6021	139	6	in	in	ADP
fcis-6021	139	7	multimedia	multimedia	NOUN
fcis-6021	139	8	tools	tool	NOUN
fcis-6021	139	9	and	and	CCONJ
fcis-6021	139	10	applications	application	NOUN
fcis-6021	139	11	,	,	PUNCT
fcis-6021	139	12	vol	vol	NOUN
fcis-6021	139	13	.	.	PUNCT
fcis-6021	140	1	75,2016	75,2016	NUM
fcis-6021	140	2	,	,	PUNCT
fcis-6021	140	3	pp.89558968	pp.89558968	PROPN
fcis-6021	140	4	.	.	PUNCT
fcis-6021	141	1	[	[	X
fcis-6021	141	2	18	18	NUM
fcis-6021	141	3	]	]	X
fcis-6021	141	4	huang	huang	PROPN
fcis-6021	141	5	jian	jian	PROPN
fcis-6021	141	6	,	,	PUNCT
fcis-6021	141	7	wang	wang	PROPN
fcis-6021	141	8	ying	ying	PROPN
fcis-6021	141	9	,	,	PUNCT
fcis-6021	141	10	“	"	PUNCT
fcis-6021	141	11	image	image	NOUN
fcis-6021	141	12	-	-	PUNCT
fcis-6021	141	13	text	text	NOUN
fcis-6021	141	14	fusion	fusion	NOUN
fcis-6021	141	15	sentiment	sentiment	NOUN
fcis-6021	141	16	analysis	analysis	NOUN
fcis-6021	141	17	method	method	NOUN
fcis-6021	141	18	based	base	VERB
fcis-6021	141	19	on	on	ADP
fcis-6021	141	20	image	image	NOUN
fcis-6021	141	21	semantic	semantic	ADJ
fcis-6021	141	22	translation	translation	NOUN
fcis-6021	141	23	(	(	PUNCT
fcis-6021	141	24	unpublished	unpublished	ADJ
fcis-6021	141	25	work	work	NOUN
fcis-6021	141	26	style	style	NOUN
fcis-6021	141	27	)	)	PUNCT
fcis-6021	141	28	,	,	PUNCT
fcis-6021	141	29	”	"	PUNCT
fcis-6021	141	30	unpublished	unpublished	ADJ
fcis-6021	141	31	.	.	PUNCT
fcis-6021	142	1	[	[	X
fcis-6021	142	2	19	19	NUM
fcis-6021	142	3	]	]	X
fcis-6021	142	4	liu	liu	PROPN
fcis-6021	142	5	qiwei	qiwei	PROPN
fcis-6021	142	6	,	,	PUNCT
fcis-6021	142	7	li	li	PROPN
fcis-6021	142	8	jun	jun	PROPN
fcis-6021	142	9	,	,	PUNCT
fcis-6021	142	10	gu	gu	PROPN
fcis-6021	142	11	beibei	beibei	PROPN
fcis-6021	142	12	,	,	PUNCT
fcis-6021	142	13	zhao	zhao	PROPN
fcis-6021	142	14	zefang	zefang	PROPN
fcis-6021	142	15	,	,	PUNCT
fcis-6021	142	16	“	"	PUNCT
fcis-6021	142	17	tsaie	tsaie	NOUN
fcis-6021	142	18	:	:	PUNCT
fcis-6021	142	19	text	text	NOUN
fcis-6021	142	20	sentiment	sentiment	NOUN
fcis-6021	142	21	analysis	analysis	NOUN
fcis-6021	142	22	model	model	NOUN
fcis-6021	142	23	based	base	VERB
fcis-6021	142	24	on	on	ADP
fcis-6021	142	25	image	image	NOUN
fcis-6021	142	26	enhancement”in	enhancement”in	PROPN
fcis-6021	142	27	frontiers	frontier	NOUN
fcis-6021	142	28	of	of	ADP
fcis-6021	142	29	data	datum	NOUN
fcis-6021	142	30	&	&	CCONJ
fcis-6021	142	31	computing	computing	PROPN
fcis-6021	142	32	,	,	PUNCT
fcis-6021	142	33	vol	vol	NOUN
fcis-6021	142	34	.	.	PROPN
fcis-6021	142	35	4	4	NUM
fcis-6021	142	36	,	,	PUNCT
fcis-6021	142	37	j.2022	j.2022	NOUN
fcis-6021	142	38	,	,	PUNCT
fcis-6021	142	39	pp	pp	ADJ
fcis-6021	142	40	.	.	PUNCT
fcis-6021	143	1	131	131	NUM
fcis-6021	143	2	-	-	SYM
fcis-6021	143	3	140	140	NUM
fcis-6021	143	4	.	.	PUNCT