id	sid	tid	token	lemma	pos
fcis-14826	1	1	frontiers	frontier	NOUN
fcis-14826	1	2	in	in	ADP
fcis-14826	1	3	computing	computing	NOUN
fcis-14826	1	4	and	and	CCONJ
fcis-14826	1	5	intelligent	intelligent	ADJ
fcis-14826	1	6	systems	system	NOUN
fcis-14826	1	7	issn	issn	VERB
fcis-14826	1	8	:	:	PUNCT
fcis-14826	1	9	2832	2832	NUM
fcis-14826	1	10	-	-	SYM
fcis-14826	1	11	6024	6024	NUM
fcis-14826	1	12	|	|	NOUN
fcis-14826	1	13	vol	vol	NOUN
fcis-14826	1	14	.	.	PROPN
fcis-14826	2	1	6	6	NUM
fcis-14826	2	2	,	,	PUNCT
fcis-14826	2	3	no	no	INTJ
fcis-14826	2	4	.	.	NOUN
fcis-14826	2	5	1	1	NUM
fcis-14826	2	6	,	,	PUNCT
fcis-14826	2	7	2023	2023	NUM
fcis-14826	2	8	77	77	NUM
fcis-14826	2	9	a	a	DET
fcis-14826	2	10	joint	joint	ADJ
fcis-14826	2	11	fake	fake	ADJ
fcis-14826	2	12	news	news	NOUN
fcis-14826	2	13	detection	detection	NOUN
fcis-14826	2	14	model	model	NOUN
fcis-14826	2	15	based	base	VERB
fcis-14826	2	16	on	on	ADP
fcis-14826	2	17	multi‐	multi‐	PROPN
fcis-14826	2	18	features	feature	NOUN
fcis-14826	2	19	shuxia	shuxia	PROPN
fcis-14826	2	20	ren	ren	PROPN
fcis-14826	2	21	1	1	NUM
fcis-14826	2	22	,	,	PUNCT
fcis-14826	2	23	*	*	PUNCT
fcis-14826	2	24	,	,	PUNCT
fcis-14826	2	25	ning	ne	VERB
fcis-14826	2	26	he	he	PRON
fcis-14826	2	27	1	1	NUM
fcis-14826	2	28	and	and	CCONJ
fcis-14826	2	29	xuanzheng	xuanzheng	PROPN
fcis-14826	2	30	zhang	zhang	PROPN
fcis-14826	2	31	2	2	NUM
fcis-14826	2	32	1	1	NUM
fcis-14826	2	33	school	school	NOUN
fcis-14826	2	34	of	of	ADP
fcis-14826	2	35	software	software	NOUN
fcis-14826	2	36	engineering	engineering	NOUN
fcis-14826	2	37	,	,	PUNCT
fcis-14826	2	38	tiangong	tiangong	PROPN
fcis-14826	2	39	university	university	PROPN
fcis-14826	2	40	,	,	PUNCT
fcis-14826	2	41	tianjin	tianjin	PROPN
fcis-14826	2	42	,	,	PUNCT
fcis-14826	2	43	300387	300387	NUM
fcis-14826	2	44	,	,	PUNCT
fcis-14826	2	45	china	china	PROPN
fcis-14826	2	46	2	2	NUM
fcis-14826	2	47	school	school	NOUN
fcis-14826	2	48	of	of	ADP
fcis-14826	2	49	computer	computer	NOUN
fcis-14826	2	50	science	science	NOUN
fcis-14826	2	51	and	and	CCONJ
fcis-14826	2	52	technology	technology	NOUN
fcis-14826	2	53	,	,	PUNCT
fcis-14826	2	54	tiangong	tiangong	PROPN
fcis-14826	2	55	university	university	PROPN
fcis-14826	2	56	,	,	PUNCT
fcis-14826	2	57	tianjin	tianjin	PROPN
fcis-14826	2	58	,	,	PUNCT
fcis-14826	2	59	300387	300387	NUM
fcis-14826	2	60	,	,	PUNCT
fcis-14826	2	61	china	china	PROPN
fcis-14826	2	62	*	*	PUNCT
fcis-14826	2	63	corresponding	correspond	VERB
fcis-14826	2	64	author	author	NOUN
fcis-14826	2	65	:	:	PUNCT
fcis-14826	2	66	shuxia	shuxia	PROPN
fcis-14826	2	67	ren	ren	PROPN
fcis-14826	2	68	(	(	PUNCT
fcis-14826	2	69	email	email	NOUN
fcis-14826	2	70	:	:	PUNCT
fcis-14826	2	71	t_rsx@126.com	t_rsx@126.com	X
fcis-14826	2	72	)	)	PUNCT
fcis-14826	2	73	abstract	abstract	NOUN
fcis-14826	2	74	:	:	PUNCT
fcis-14826	2	75	text	text	NOUN
fcis-14826	2	76	analysis	analysis	NOUN
fcis-14826	2	77	-	-	PUNCT
fcis-14826	2	78	based	base	VERB
fcis-14826	2	79	models	model	NOUN
fcis-14826	2	80	have	have	AUX
fcis-14826	2	81	achieved	achieve	VERB
fcis-14826	2	82	outstanding	outstanding	ADJ
fcis-14826	2	83	results	result	NOUN
fcis-14826	2	84	in	in	ADP
fcis-14826	2	85	fake	fake	ADJ
fcis-14826	2	86	news	news	NOUN
fcis-14826	2	87	detection	detection	NOUN
fcis-14826	2	88	tasks	task	NOUN
fcis-14826	2	89	in	in	ADP
fcis-14826	2	90	recent	recent	ADJ
fcis-14826	2	91	years	year	NOUN
fcis-14826	2	92	,	,	PUNCT
fcis-14826	2	93	which	which	PRON
fcis-14826	2	94	is	be	AUX
fcis-14826	2	95	closely	closely	ADV
fcis-14826	2	96	linked	link	VERB
fcis-14826	2	97	to	to	ADP
fcis-14826	2	98	the	the	DET
fcis-14826	2	99	quantity	quantity	NOUN
fcis-14826	2	100	and	and	CCONJ
fcis-14826	2	101	quality	quality	NOUN
fcis-14826	2	102	enhancement	enhancement	NOUN
fcis-14826	2	103	of	of	ADP
fcis-14826	2	104	feature	feature	NOUN
fcis-14826	2	105	information	information	NOUN
fcis-14826	2	106	extracted	extract	VERB
fcis-14826	2	107	from	from	ADP
fcis-14826	2	108	the	the	DET
fcis-14826	2	109	text	text	NOUN
fcis-14826	2	110	.	.	PUNCT
fcis-14826	3	1	drawing	draw	VERB
fcis-14826	3	2	upon	upon	SCONJ
fcis-14826	3	3	the	the	DET
fcis-14826	3	4	existing	exist	VERB
fcis-14826	3	5	semantic	semantic	ADJ
fcis-14826	3	6	detection	detection	NOUN
fcis-14826	3	7	frameworks	framework	NOUN
fcis-14826	3	8	,	,	PUNCT
fcis-14826	3	9	studies	study	NOUN
fcis-14826	3	10	in	in	ADP
fcis-14826	3	11	this	this	DET
fcis-14826	3	12	field	field	NOUN
fcis-14826	3	13	concentrate	concentrate	VERB
fcis-14826	3	14	on	on	ADP
fcis-14826	3	15	extracting	extract	VERB
fcis-14826	3	16	various	various	ADJ
fcis-14826	3	17	textual	textual	ADJ
fcis-14826	3	18	information	information	NOUN
fcis-14826	3	19	through	through	ADP
fcis-14826	3	20	a	a	DET
fcis-14826	3	21	solitary	solitary	ADJ
fcis-14826	3	22	auxiliary	auxiliary	ADJ
fcis-14826	3	23	feature	feature	NOUN
fcis-14826	3	24	,	,	PUNCT
fcis-14826	3	25	text	text	NOUN
fcis-14826	3	26	stance	stance	NOUN
fcis-14826	3	27	feature	feature	NOUN
fcis-14826	3	28	or	or	CCONJ
fcis-14826	3	29	sentiment	sentiment	NOUN
fcis-14826	3	30	feature	feature	NOUN
fcis-14826	3	31	.	.	PUNCT
fcis-14826	4	1	however	however	ADV
fcis-14826	4	2	,	,	PUNCT
fcis-14826	4	3	it	it	PRON
fcis-14826	4	4	is	be	AUX
fcis-14826	4	5	challenging	challenge	VERB
fcis-14826	4	6	to	to	PART
fcis-14826	4	7	depict	depict	VERB
fcis-14826	4	8	the	the	DET
fcis-14826	4	9	general	general	ADJ
fcis-14826	4	10	attributes	attribute	NOUN
fcis-14826	4	11	of	of	ADP
fcis-14826	4	12	the	the	DET
fcis-14826	4	13	text	text	NOUN
fcis-14826	4	14	using	use	VERB
fcis-14826	4	15	a	a	DET
fcis-14826	4	16	single	single	ADJ
fcis-14826	4	17	auxiliary	auxiliary	ADJ
fcis-14826	4	18	feature	feature	NOUN
fcis-14826	4	19	,	,	PUNCT
fcis-14826	4	20	which	which	PRON
fcis-14826	4	21	frequently	frequently	ADV
fcis-14826	4	22	results	result	VERB
fcis-14826	4	23	in	in	ADP
fcis-14826	4	24	missing	miss	VERB
fcis-14826	4	25	essential	essential	ADJ
fcis-14826	4	26	details	detail	NOUN
fcis-14826	4	27	and	and	CCONJ
fcis-14826	4	28	leaves	leave	VERB
fcis-14826	4	29	problems	problem	NOUN
fcis-14826	4	30	with	with	ADP
fcis-14826	4	31	stance	stance	NOUN
fcis-14826	4	32	distortion	distortion	NOUN
fcis-14826	4	33	and	and	CCONJ
fcis-14826	4	34	emotional	emotional	ADJ
fcis-14826	4	35	resonance	resonance	NOUN
fcis-14826	4	36	.	.	PUNCT
fcis-14826	5	1	to	to	PART
fcis-14826	5	2	tackle	tackle	VERB
fcis-14826	5	3	the	the	DET
fcis-14826	5	4	problem	problem	NOUN
fcis-14826	5	5	,	,	PUNCT
fcis-14826	5	6	this	this	DET
fcis-14826	5	7	study	study	NOUN
fcis-14826	5	8	proposes	propose	VERB
fcis-14826	5	9	a	a	DET
fcis-14826	5	10	joint	joint	ADJ
fcis-14826	5	11	model	model	NOUN
fcis-14826	5	12	for	for	ADP
fcis-14826	5	13	identifying	identify	VERB
fcis-14826	5	14	fake	fake	ADJ
fcis-14826	5	15	news	news	NOUN
fcis-14826	5	16	,	,	PUNCT
fcis-14826	5	17	incorporating	incorporate	VERB
fcis-14826	5	18	numerous	numerous	ADJ
fcis-14826	5	19	textual	textual	ADJ
fcis-14826	5	20	characteristics	characteristic	NOUN
fcis-14826	5	21	.	.	PUNCT
fcis-14826	6	1	by	by	ADP
fcis-14826	6	2	extracting	extract	VERB
fcis-14826	6	3	and	and	CCONJ
fcis-14826	6	4	blending	blend	VERB
fcis-14826	6	5	various	various	ADJ
fcis-14826	6	6	aspects	aspect	NOUN
fcis-14826	6	7	of	of	ADP
fcis-14826	6	8	text	text	NOUN
fcis-14826	6	9	features	feature	NOUN
fcis-14826	6	10	,	,	PUNCT
fcis-14826	6	11	i.e.	i.e.	X
fcis-14826	6	12	,	,	PUNCT
fcis-14826	6	13	semantic	semantic	ADJ
fcis-14826	6	14	,	,	PUNCT
fcis-14826	6	15	stance	stance	NOUN
fcis-14826	6	16	and	and	CCONJ
fcis-14826	6	17	sentiment	sentiment	NOUN
fcis-14826	6	18	features	feature	VERB
fcis-14826	6	19	,	,	PUNCT
fcis-14826	6	20	a	a	DET
fcis-14826	6	21	more	more	ADV
fcis-14826	6	22	detailed	detailed	ADJ
fcis-14826	6	23	and	and	CCONJ
fcis-14826	6	24	effective	effective	ADJ
fcis-14826	6	25	joint	joint	ADJ
fcis-14826	6	26	analysis	analysis	NOUN
fcis-14826	6	27	of	of	ADP
fcis-14826	6	28	textual	textual	ADJ
fcis-14826	6	29	information	information	NOUN
fcis-14826	6	30	is	be	AUX
fcis-14826	6	31	attained	attain	VERB
fcis-14826	6	32	,	,	PUNCT
fcis-14826	6	33	resulting	result	VERB
fcis-14826	6	34	in	in	ADP
fcis-14826	6	35	improved	improved	ADJ
fcis-14826	6	36	performance	performance	NOUN
fcis-14826	6	37	in	in	ADP
fcis-14826	6	38	fake	fake	ADJ
fcis-14826	6	39	news	news	NOUN
fcis-14826	6	40	detection	detection	NOUN
fcis-14826	6	41	.	.	PUNCT
fcis-14826	7	1	on	on	ADP
fcis-14826	7	2	the	the	DET
fcis-14826	7	3	rumoureval-17	rumoureval-17	PROPN
fcis-14826	7	4	datasets	dataset	NOUN
fcis-14826	7	5	,	,	PUNCT
fcis-14826	7	6	our	our	PRON
fcis-14826	7	7	model	model	NOUN
fcis-14826	7	8	attains	attain	VERB
fcis-14826	7	9	the	the	DET
fcis-14826	7	10	macro	macro	ADJ
fcis-14826	7	11	f1	f1	NOUN
fcis-14826	7	12	score	score	NOUN
fcis-14826	7	13	of	of	ADP
fcis-14826	7	14	0.891	0.891	NUM
fcis-14826	7	15	,	,	PUNCT
fcis-14826	7	16	surpassing	surpass	VERB
fcis-14826	7	17	current	current	ADJ
fcis-14826	7	18	models	model	NOUN
fcis-14826	7	19	for	for	ADP
fcis-14826	7	20	detecting	detect	VERB
fcis-14826	7	21	rumors	rumor	NOUN
fcis-14826	7	22	.	.	PUNCT
fcis-14826	8	1	additionally	additionally	ADV
fcis-14826	8	2	,	,	PUNCT
fcis-14826	8	3	our	our	PRON
fcis-14826	8	4	model	model	NOUN
fcis-14826	8	5	obtains	obtain	VERB
fcis-14826	8	6	a	a	DET
fcis-14826	8	7	macro	macro	ADJ
fcis-14826	8	8	f1	f1	NOUN
fcis-14826	8	9	score	score	NOUN
fcis-14826	8	10	of	of	ADP
fcis-14826	8	11	0.904	0.904	NUM
fcis-14826	8	12	on	on	ADP
fcis-14826	8	13	the	the	DET
fcis-14826	8	14	latest	late	ADJ
fcis-14826	8	15	covid-19	covid-19	PROPN
fcis-14826	8	16	dataset	dataset	NOUN
fcis-14826	8	17	,	,	PUNCT
fcis-14826	8	18	demonstrating	demonstrate	VERB
fcis-14826	8	19	strong	strong	ADJ
fcis-14826	8	20	competitiveness	competitiveness	NOUN
fcis-14826	8	21	and	and	CCONJ
fcis-14826	8	22	promising	promising	ADJ
fcis-14826	8	23	prospects	prospect	NOUN
fcis-14826	8	24	for	for	ADP
fcis-14826	8	25	fake	fake	ADJ
fcis-14826	8	26	news	news	NOUN
fcis-14826	8	27	detection	detection	NOUN
fcis-14826	8	28	.	.	PUNCT
fcis-14826	9	1	keywords	keyword	NOUN
fcis-14826	9	2	:	:	PUNCT
fcis-14826	9	3	multi	multi	NOUN
fcis-14826	9	4	-	-	NOUN
fcis-14826	9	5	features	feature	NOUN
fcis-14826	9	6	;	;	PUNCT
fcis-14826	9	7	joint	joint	ADJ
fcis-14826	9	8	analysis	analysis	NOUN
fcis-14826	9	9	;	;	PUNCT
fcis-14826	9	10	fake	fake	ADJ
fcis-14826	9	11	news	news	NOUN
fcis-14826	9	12	detection	detection	NOUN
fcis-14826	9	13	;	;	PUNCT
fcis-14826	9	14	deep	deep	ADJ
fcis-14826	9	15	learning	learning	NOUN
fcis-14826	9	16	.	.	PUNCT
fcis-14826	10	1	1	1	X
fcis-14826	10	2	.	.	X
fcis-14826	10	3	introduction	introduction	NOUN
fcis-14826	10	4	the	the	DET
fcis-14826	10	5	past	past	ADJ
fcis-14826	10	6	few	few	ADJ
fcis-14826	10	7	years	year	NOUN
fcis-14826	10	8	have	have	AUX
fcis-14826	10	9	witnessed	witness	VERB
fcis-14826	10	10	a	a	DET
fcis-14826	10	11	quick	quick	ADJ
fcis-14826	10	12	expansion	expansion	NOUN
fcis-14826	10	13	of	of	ADP
fcis-14826	10	14	diverse	diverse	ADJ
fcis-14826	10	15	social	social	ADJ
fcis-14826	10	16	media	medium	NOUN
fcis-14826	10	17	,	,	PUNCT
fcis-14826	10	18	which	which	PRON
fcis-14826	10	19	has	have	AUX
fcis-14826	10	20	in	in	ADP
fcis-14826	10	21	turn	turn	NOUN
fcis-14826	10	22	led	lead	VERB
fcis-14826	10	23	to	to	ADP
fcis-14826	10	24	the	the	DET
fcis-14826	10	25	proliferation	proliferation	NOUN
fcis-14826	10	26	of	of	ADP
fcis-14826	10	27	false	false	ADJ
fcis-14826	10	28	news	news	NOUN
fcis-14826	10	29	in	in	ADP
fcis-14826	10	30	various	various	ADJ
fcis-14826	10	31	fields	field	NOUN
fcis-14826	10	32	owing	owe	VERB
fcis-14826	10	33	to	to	ADP
fcis-14826	10	34	inadequate	inadequate	ADJ
fcis-14826	10	35	regulation	regulation	NOUN
fcis-14826	10	36	.	.	PUNCT
fcis-14826	11	1	from	from	ADP
fcis-14826	11	2	daily	daily	ADJ
fcis-14826	11	3	news	news	NOUN
fcis-14826	11	4	,	,	PUNCT
fcis-14826	11	5	such	such	ADJ
fcis-14826	11	6	as	as	ADP
fcis-14826	11	7	the	the	DET
fcis-14826	11	8	covid-19	covid-19	PROPN
fcis-14826	11	9	situation	situation	NOUN
fcis-14826	11	10	[	[	X
fcis-14826	11	11	1	1	NUM
fcis-14826	11	12	]	]	PUNCT
fcis-14826	11	13	,	,	PUNCT
fcis-14826	11	14	to	to	ADP
fcis-14826	11	15	major	major	ADJ
fcis-14826	11	16	topics	topic	NOUN
fcis-14826	11	17	like	like	ADP
fcis-14826	11	18	the	the	DET
fcis-14826	11	19	2016	2016	NUM
fcis-14826	11	20	presidential	presidential	ADJ
fcis-14826	11	21	election	election	NOUN
fcis-14826	11	22	campaign	campaign	NOUN
fcis-14826	11	23	[	[	X
fcis-14826	11	24	2	2	NUM
fcis-14826	11	25	]	]	PUNCT
fcis-14826	11	26	,	,	PUNCT
fcis-14826	11	27	all	all	PRON
fcis-14826	11	28	are	be	AUX
fcis-14826	11	29	impacted	impact	VERB
fcis-14826	11	30	by	by	ADP
fcis-14826	11	31	the	the	DET
fcis-14826	11	32	negative	negative	ADJ
fcis-14826	11	33	consequences	consequence	NOUN
fcis-14826	11	34	of	of	ADP
fcis-14826	11	35	online	online	ADJ
fcis-14826	11	36	false	false	ADJ
fcis-14826	11	37	information	information	NOUN
fcis-14826	11	38	.	.	PUNCT
fcis-14826	12	1	for	for	ADP
fcis-14826	12	2	example	example	NOUN
fcis-14826	12	3	,	,	PUNCT
fcis-14826	12	4	the	the	DET
fcis-14826	12	5	prevalence	prevalence	NOUN
fcis-14826	12	6	of	of	ADP
fcis-14826	12	7	pseudoscientific	pseudoscientific	ADJ
fcis-14826	12	8	therapies	therapy	NOUN
fcis-14826	12	9	and	and	CCONJ
fcis-14826	12	10	conspiracy	conspiracy	NOUN
fcis-14826	12	11	theories	theory	NOUN
fcis-14826	12	12	on	on	ADP
fcis-14826	12	13	social	social	ADJ
fcis-14826	12	14	media	medium	NOUN
fcis-14826	12	15	makes	make	VERB
fcis-14826	12	16	it	it	PRON
fcis-14826	12	17	challenging	challenging	ADJ
fcis-14826	12	18	to	to	PART
fcis-14826	12	19	encourage	encourage	VERB
fcis-14826	12	20	the	the	DET
fcis-14826	12	21	covid-19	covid-19	PROPN
fcis-14826	12	22	vaccine	vaccine	NOUN
fcis-14826	12	23	[	[	X
fcis-14826	12	24	3	3	NUM
fcis-14826	12	25	]	]	PUNCT
fcis-14826	12	26	.	.	PUNCT
fcis-14826	13	1	therefore	therefore	ADV
fcis-14826	13	2	,	,	PUNCT
fcis-14826	13	3	to	to	PART
fcis-14826	13	4	minimize	minimize	VERB
fcis-14826	13	5	its	its	PRON
fcis-14826	13	6	influence	influence	NOUN
fcis-14826	13	7	on	on	ADP
fcis-14826	13	8	the	the	DET
fcis-14826	13	9	general	general	ADJ
fcis-14826	13	10	public	public	NOUN
fcis-14826	13	11	,	,	PUNCT
fcis-14826	13	12	it	it	PRON
fcis-14826	13	13	is	be	AUX
fcis-14826	13	14	crucial	crucial	ADJ
fcis-14826	13	15	to	to	PART
fcis-14826	13	16	identify	identify	VERB
fcis-14826	13	17	and	and	CCONJ
fcis-14826	13	18	prevent	prevent	VERB
fcis-14826	13	19	the	the	DET
fcis-14826	13	20	dissemination	dissemination	NOUN
fcis-14826	13	21	of	of	ADP
fcis-14826	13	22	fake	fake	ADJ
fcis-14826	13	23	news	news	NOUN
fcis-14826	13	24	on	on	ADP
fcis-14826	13	25	these	these	DET
fcis-14826	13	26	platforms	platform	NOUN
fcis-14826	13	27	,	,	PUNCT
fcis-14826	13	28	and	and	CCONJ
fcis-14826	13	29	this	this	DET
fcis-14826	13	30	work	work	NOUN
fcis-14826	13	31	is	be	AUX
fcis-14826	13	32	referred	refer	VERB
fcis-14826	13	33	as	as	ADP
fcis-14826	13	34	fake	fake	ADJ
fcis-14826	13	35	news	news	NOUN
fcis-14826	13	36	detection	detection	NOUN
fcis-14826	13	37	[	[	X
fcis-14826	13	38	4	4	NUM
fcis-14826	13	39	]	]	PUNCT
fcis-14826	13	40	.	.	PUNCT
fcis-14826	14	1	in	in	ADP
fcis-14826	14	2	this	this	DET
fcis-14826	14	3	field	field	NOUN
fcis-14826	14	4	,	,	PUNCT
fcis-14826	14	5	existing	exist	VERB
fcis-14826	14	6	methods	method	NOUN
fcis-14826	14	7	mainly	mainly	ADV
fcis-14826	14	8	utilize	utilize	VERB
fcis-14826	14	9	four	four	NUM
fcis-14826	14	10	categories	category	NOUN
fcis-14826	14	11	of	of	ADP
fcis-14826	14	12	features	feature	NOUN
fcis-14826	14	13	to	to	PART
fcis-14826	14	14	detect	detect	VERB
fcis-14826	14	15	fake	fake	ADJ
fcis-14826	14	16	information	information	NOUN
fcis-14826	14	17	:	:	PUNCT
fcis-14826	15	1	text	text	NOUN
fcis-14826	16	1	[	[	X
fcis-14826	16	2	2	2	NUM
fcis-14826	16	3	,	,	PUNCT
fcis-14826	16	4	5–9	5–9	NOUN
fcis-14826	16	5	]	]	X
fcis-14826	16	6	,	,	PUNCT
fcis-14826	16	7	user	user	NOUN
fcis-14826	16	8	and	and	CCONJ
fcis-14826	16	9	publisher	publisher	NOUN
fcis-14826	16	10	profile	profile	NOUN
fcis-14826	16	11	[	[	X
fcis-14826	16	12	2	2	NUM
fcis-14826	16	13	,	,	PUNCT
fcis-14826	16	14	10–13	10–13	NUM
fcis-14826	16	15	]	]	PUNCT
fcis-14826	16	16	,	,	PUNCT
fcis-14826	16	17	social	social	ADJ
fcis-14826	16	18	context	context	NOUN
fcis-14826	17	1	[	[	X
fcis-14826	17	2	14–18	14–18	NUM
fcis-14826	17	3	]	]	X
fcis-14826	17	4	,	,	PUNCT
fcis-14826	17	5	and	and	CCONJ
fcis-14826	17	6	images	image	NOUN
fcis-14826	18	1	[	[	X
fcis-14826	18	2	19–23	19–23	NUM
fcis-14826	18	3	]	]	PUNCT
fcis-14826	18	4	.	.	PUNCT
fcis-14826	19	1	in	in	ADP
fcis-14826	19	2	text	text	NOUN
fcis-14826	19	3	-	-	PUNCT
fcis-14826	19	4	based	base	VERB
fcis-14826	19	5	research	research	NOUN
fcis-14826	19	6	,	,	PUNCT
fcis-14826	19	7	emotional	emotional	ADJ
fcis-14826	19	8	,	,	PUNCT
fcis-14826	19	9	stance	stance	NOUN
fcis-14826	19	10	,	,	PUNCT
fcis-14826	19	11	and	and	CCONJ
fcis-14826	19	12	semantic	semantic	ADJ
fcis-14826	19	13	information	information	NOUN
fcis-14826	19	14	are	be	AUX
fcis-14826	19	15	valuable	valuable	ADJ
fcis-14826	19	16	features	feature	NOUN
fcis-14826	19	17	for	for	ADP
fcis-14826	19	18	identifying	identify	VERB
fcis-14826	19	19	news	news	NOUN
fcis-14826	19	20	authenticity	authenticity	NOUN
fcis-14826	19	21	.	.	PUNCT
fcis-14826	20	1	in	in	ADP
fcis-14826	20	2	terms	term	NOUN
fcis-14826	20	3	of	of	ADP
fcis-14826	20	4	emotional	emotional	ADJ
fcis-14826	20	5	signals	signal	NOUN
fcis-14826	20	6	,	,	PUNCT
fcis-14826	20	7	conroy	conroy	PROPN
fcis-14826	20	8	et	et	PROPN
fcis-14826	20	9	al	al	PROPN
fcis-14826	20	10	claimed	claim	VERB
fcis-14826	20	11	that	that	SCONJ
fcis-14826	20	12	negative	negative	ADJ
fcis-14826	20	13	emotional	emotional	ADJ
fcis-14826	20	14	features	feature	NOUN
fcis-14826	20	15	could	could	AUX
fcis-14826	20	16	be	be	AUX
fcis-14826	20	17	excavated	excavate	VERB
fcis-14826	20	18	for	for	ADP
fcis-14826	20	19	fake	fake	ADJ
fcis-14826	20	20	news	news	NOUN
fcis-14826	20	21	detection	detection	NOUN
fcis-14826	20	22	[	[	X
fcis-14826	20	23	24	24	NUM
fcis-14826	20	24	]	]	PUNCT
fcis-14826	20	25	in	in	ADP
fcis-14826	20	26	2015	2015	NUM
fcis-14826	20	27	.	.	PUNCT
fcis-14826	21	1	based	base	VERB
fcis-14826	21	2	on	on	ADP
fcis-14826	21	3	the	the	DET
fcis-14826	21	4	opinion	opinion	NOUN
fcis-14826	21	5	,	,	PUNCT
fcis-14826	21	6	the	the	DET
fcis-14826	21	7	rise	rise	NOUN
fcis-14826	21	8	of	of	ADP
fcis-14826	21	9	emotional	emotional	ADJ
fcis-14826	21	10	lexicons	lexicon	NOUN
fcis-14826	21	11	by	by	ADP
fcis-14826	21	12	2018	2018	NUM
fcis-14826	21	13	,	,	PUNCT
fcis-14826	21	14	a	a	DET
fcis-14826	21	15	dictionary	dictionary	NOUN
fcis-14826	21	16	containing	contain	VERB
fcis-14826	21	17	sentimental	sentimental	ADJ
fcis-14826	21	18	polarity	polarity	NOUN
fcis-14826	21	19	words	word	NOUN
fcis-14826	22	1	[	[	X
fcis-14826	22	2	25	25	NUM
fcis-14826	22	3	,	,	PUNCT
fcis-14826	22	4	26	26	NUM
fcis-14826	22	5	]	]	PUNCT
fcis-14826	22	6	,	,	PUNCT
fcis-14826	22	7	achieved	achieve	VERB
fcis-14826	22	8	more	more	ADJ
fcis-14826	22	9	comprehensive	comprehensive	ADJ
fcis-14826	22	10	mining	mining	NOUN
fcis-14826	22	11	of	of	ADP
fcis-14826	22	12	the	the	DET
fcis-14826	22	13	news	news	NOUN
fcis-14826	22	14	context	context	NOUN
fcis-14826	22	15	.	.	PUNCT
fcis-14826	23	1	zhang	zhang	PROPN
fcis-14826	23	2	et	et	PROPN
fcis-14826	23	3	al	al	PROPN
fcis-14826	23	4	stepped	step	VERB
fcis-14826	23	5	further	far	ADV
fcis-14826	23	6	in	in	ADP
fcis-14826	23	7	2021	2021	NUM
fcis-14826	23	8	,	,	PUNCT
fcis-14826	23	9	by	by	ADP
fcis-14826	23	10	introducing	introduce	VERB
fcis-14826	23	11	the	the	DET
fcis-14826	23	12	emotions	emotion	NOUN
fcis-14826	23	13	of	of	ADP
fcis-14826	23	14	publishers	publisher	NOUN
fcis-14826	23	15	and	and	CCONJ
fcis-14826	23	16	commenters	commenter	NOUN
fcis-14826	23	17	,	,	PUNCT
fcis-14826	23	18	which	which	PRON
fcis-14826	23	19	showed	show	VERB
fcis-14826	23	20	robust	robust	ADJ
fcis-14826	23	21	performance	performance	NOUN
fcis-14826	23	22	[	[	X
fcis-14826	23	23	27].as	27].as	NUM
fcis-14826	23	24	for	for	ADP
fcis-14826	23	25	the	the	DET
fcis-14826	23	26	stance	stance	NOUN
fcis-14826	23	27	feature	feature	NOUN
fcis-14826	23	28	,	,	PUNCT
fcis-14826	23	29	this	this	DET
fcis-14826	23	30	signal	signal	NOUN
fcis-14826	23	31	had	have	AUX
fcis-14826	23	32	been	be	AUX
fcis-14826	23	33	initially	initially	ADV
fcis-14826	23	34	used	use	VERB
fcis-14826	23	35	in	in	ADP
fcis-14826	23	36	congressional	congressional	ADJ
fcis-14826	23	37	floor	floor	NOUN
fcis-14826	23	38	debate	debate	NOUN
fcis-14826	23	39	to	to	PART
fcis-14826	23	40	infer	infer	VERB
fcis-14826	23	41	one	one	PRON
fcis-14826	23	42	’s	’s	PART
fcis-14826	23	43	standpoint	standpoint	NOUN
fcis-14826	23	44	in	in	ADP
fcis-14826	23	45	2006	2006	NUM
fcis-14826	23	46	[	[	X
fcis-14826	23	47	28	28	NUM
fcis-14826	23	48	]	]	PUNCT
fcis-14826	23	49	.	.	PUNCT
fcis-14826	24	1	then	then	ADV
fcis-14826	24	2	,	,	PUNCT
fcis-14826	24	3	based	base	VERB
fcis-14826	24	4	on	on	ADP
fcis-14826	24	5	bidirectional	bidirectional	ADJ
fcis-14826	24	6	rnn	rnn	NOUN
fcis-14826	24	7	,	,	PUNCT
fcis-14826	24	8	augenstein	augenstein	AUX
fcis-14826	24	9	et	et	PROPN
fcis-14826	24	10	al	al	PROPN
fcis-14826	24	11	successfully	successfully	ADV
fcis-14826	24	12	detected	detect	VERB
fcis-14826	24	13	the	the	DET
fcis-14826	24	14	stance	stance	NOUN
fcis-14826	24	15	of	of	ADP
fcis-14826	24	16	text	text	NOUN
fcis-14826	24	17	with	with	ADP
fcis-14826	24	18	high	high	ADJ
fcis-14826	24	19	performance	performance	NOUN
fcis-14826	24	20	in	in	ADP
fcis-14826	24	21	2016	2016	NUM
fcis-14826	24	22	.	.	PUNCT
fcis-14826	25	1	from	from	ADP
fcis-14826	25	2	then	then	ADV
fcis-14826	25	3	on	on	ADV
fcis-14826	25	4	,	,	PUNCT
fcis-14826	25	5	with	with	ADP
fcis-14826	25	6	the	the	DET
fcis-14826	25	7	transferring	transferring	NOUN
fcis-14826	25	8	from	from	ADP
fcis-14826	25	9	parliaments	parliament	NOUN
fcis-14826	25	10	to	to	ADP
fcis-14826	25	11	the	the	DET
fcis-14826	25	12	twitter	twitter	NOUN
fcis-14826	25	13	platform	platform	NOUN
fcis-14826	25	14	[	[	X
fcis-14826	25	15	29	29	NUM
fcis-14826	25	16	]	]	PUNCT
fcis-14826	25	17	and	and	CCONJ
fcis-14826	25	18	the	the	DET
fcis-14826	25	19	evaluation	evaluation	NOUN
fcis-14826	25	20	of	of	ADP
fcis-14826	25	21	the	the	DET
fcis-14826	25	22	stance	stance	NOUN
fcis-14826	25	23	strength	strength	NOUN
fcis-14826	25	24	among	among	ADP
fcis-14826	25	25	different	different	ADJ
fcis-14826	25	26	texts	text	NOUN
fcis-14826	25	27	[	[	X
fcis-14826	25	28	30	30	NUM
fcis-14826	25	29	]	]	PUNCT
fcis-14826	25	30	,	,	PUNCT
fcis-14826	25	31	the	the	DET
fcis-14826	25	32	application	application	NOUN
fcis-14826	25	33	of	of	ADP
fcis-14826	25	34	position	position	NOUN
fcis-14826	25	35	detection	detection	NOUN
fcis-14826	25	36	has	have	AUX
fcis-14826	25	37	shown	show	VERB
fcis-14826	25	38	a	a	DET
fcis-14826	25	39	more	more	ADV
fcis-14826	25	40	diverse	diverse	ADJ
fcis-14826	25	41	development	development	NOUN
fcis-14826	25	42	,	,	PUNCT
fcis-14826	25	43	over	over	ADP
fcis-14826	25	44	the	the	DET
fcis-14826	25	45	past	past	ADJ
fcis-14826	25	46	few	few	ADJ
fcis-14826	25	47	years	year	NOUN
fcis-14826	25	48	,	,	PUNCT
fcis-14826	25	49	as	as	SCONJ
fcis-14826	25	50	claimed	claim	VERB
fcis-14826	25	51	in	in	ADP
fcis-14826	25	52	2019	2019	NUM
fcis-14826	25	53	by	by	ADP
fcis-14826	25	54	genevieve	genevieve	PROPN
fcis-14826	25	55	gorrell	gorrell	PROPN
fcis-14826	25	56	et	et	PROPN
fcis-14826	25	57	al	al	PROPN
fcis-14826	25	58	,	,	PUNCT
fcis-14826	25	59	stance	stance	NOUN
fcis-14826	25	60	detection	detection	NOUN
fcis-14826	25	61	has	have	AUX
fcis-14826	25	62	become	become	VERB
fcis-14826	25	63	the	the	DET
fcis-14826	25	64	cornerstone	cornerstone	NOUN
fcis-14826	25	65	of	of	ADP
fcis-14826	25	66	some	some	DET
fcis-14826	25	67	stance	stance	NOUN
fcis-14826	25	68	-	-	PUNCT
fcis-14826	25	69	induced	induce	VERB
fcis-14826	25	70	tasks	task	NOUN
fcis-14826	25	71	,	,	PUNCT
fcis-14826	25	72	such	such	ADJ
fcis-14826	25	73	as	as	ADP
fcis-14826	25	74	fake	fake	ADJ
fcis-14826	25	75	news	news	NOUN
fcis-14826	25	76	detection	detection	NOUN
fcis-14826	25	77	[	[	X
fcis-14826	25	78	29	29	NUM
fcis-14826	25	79	]	]	PUNCT
fcis-14826	25	80	.	.	PUNCT
fcis-14826	26	1	however	however	ADV
fcis-14826	26	2	,	,	PUNCT
fcis-14826	26	3	in	in	ADP
fcis-14826	26	4	fake	fake	ADJ
fcis-14826	26	5	news	news	NOUN
fcis-14826	26	6	detection	detection	NOUN
fcis-14826	26	7	,	,	PUNCT
fcis-14826	26	8	both	both	CCONJ
fcis-14826	26	9	the	the	DET
fcis-14826	26	10	stance	stance	NOUN
fcis-14826	26	11	-	-	PUNCT
fcis-14826	26	12	semantic	semantic	ADJ
fcis-14826	26	13	based	base	VERB
fcis-14826	26	14	model	model	NOUN
fcis-14826	26	15	and	and	CCONJ
fcis-14826	26	16	the	the	DET
fcis-14826	26	17	emotionsemantic	emotionsemantic	ADJ
fcis-14826	26	18	based	base	VERB
fcis-14826	26	19	model	model	NOUN
fcis-14826	26	20	,	,	PUNCT
fcis-14826	26	21	which	which	PRON
fcis-14826	26	22	are	be	AUX
fcis-14826	26	23	considered	consider	VERB
fcis-14826	26	24	state	state	NOUN
fcis-14826	26	25	-	-	PUNCT
fcis-14826	26	26	of	of	ADP
fcis-14826	26	27	-	-	PUNCT
fcis-14826	26	28	the	the	DET
fcis-14826	26	29	-	-	PUNCT
fcis-14826	26	30	art	art	NOUN
fcis-14826	26	31	,	,	PUNCT
fcis-14826	26	32	only	only	ADV
fcis-14826	26	33	utilize	utilize	VERB
fcis-14826	26	34	two	two	NUM
fcis-14826	26	35	of	of	ADP
fcis-14826	26	36	the	the	DET
fcis-14826	26	37	aforementioned	aforementioned	ADJ
fcis-14826	26	38	three	three	NUM
fcis-14826	26	39	features	feature	NOUN
fcis-14826	26	40	.	.	PUNCT
fcis-14826	27	1	this	this	PRON
fcis-14826	27	2	leaves	leave	VERB
fcis-14826	27	3	room	room	NOUN
fcis-14826	27	4	for	for	ADP
fcis-14826	27	5	potential	potential	ADJ
fcis-14826	27	6	issues	issue	NOUN
fcis-14826	27	7	.	.	PUNCT
fcis-14826	28	1	for	for	ADP
fcis-14826	28	2	the	the	DET
fcis-14826	28	3	stance	stance	NOUN
fcis-14826	28	4	-	-	PUNCT
fcis-14826	28	5	semantic	semantic	ADJ
fcis-14826	28	6	model	model	NOUN
fcis-14826	28	7	[	[	X
fcis-14826	28	8	31	31	NUM
fcis-14826	28	9	]	]	PUNCT
fcis-14826	28	10	,	,	PUNCT
fcis-14826	28	11	stance	stance	NOUN
fcis-14826	28	12	distortion	distortion	NOUN
fcis-14826	28	13	issues	issue	NOUN
fcis-14826	28	14	exist	exist	VERB
fcis-14826	28	15	wherein	wherein	ADJ
fcis-14826	28	16	news	news	NOUN
fcis-14826	28	17	publishers	publisher	NOUN
fcis-14826	28	18	may	may	AUX
fcis-14826	28	19	attempt	attempt	VERB
fcis-14826	28	20	to	to	PART
fcis-14826	28	21	manipulate	manipulate	VERB
fcis-14826	28	22	the	the	DET
fcis-14826	28	23	public	public	NOUN
fcis-14826	28	24	’s	’s	PART
fcis-14826	28	25	stance	stance	NOUN
fcis-14826	28	26	in	in	ADP
fcis-14826	28	27	a	a	DET
fcis-14826	28	28	way	way	NOUN
fcis-14826	28	29	that	that	PRON
fcis-14826	28	30	is	be	AUX
fcis-14826	28	31	similar	similar	ADJ
fcis-14826	28	32	to	to	ADP
fcis-14826	28	33	real	real	ADJ
fcis-14826	28	34	news	news	NOUN
fcis-14826	28	35	reporting	reporting	NOUN
fcis-14826	28	36	.	.	PUNCT
fcis-14826	29	1	this	this	PRON
fcis-14826	29	2	is	be	AUX
fcis-14826	29	3	done	do	VERB
fcis-14826	29	4	in	in	ADP
fcis-14826	29	5	an	an	DET
fcis-14826	29	6	objective	objective	ADJ
fcis-14826	29	7	tone	tone	NOUN
fcis-14826	29	8	to	to	PART
fcis-14826	29	9	deliberately	deliberately	ADV
fcis-14826	29	10	align	align	VERB
fcis-14826	29	11	stances	stance	NOUN
fcis-14826	29	12	with	with	ADP
fcis-14826	29	13	those	those	PRON
fcis-14826	29	14	of	of	ADP
fcis-14826	29	15	the	the	DET
fcis-14826	29	16	publisher	publisher	NOUN
fcis-14826	29	17	,	,	PUNCT
fcis-14826	29	18	which	which	PRON
fcis-14826	29	19	can	can	AUX
fcis-14826	29	20	evoke	evoke	VERB
fcis-14826	29	21	negative	negative	ADJ
fcis-14826	29	22	emotions	emotion	NOUN
fcis-14826	29	23	from	from	ADP
fcis-14826	29	24	people	people	NOUN
fcis-14826	29	25	.	.	PUNCT
fcis-14826	30	1	as	as	ADP
fcis-14826	30	2	a	a	DET
fcis-14826	30	3	result	result	NOUN
fcis-14826	30	4	,	,	PUNCT
fcis-14826	30	5	stancesemantic	stancesemantic	ADJ
fcis-14826	30	6	-	-	PUNCT
fcis-14826	30	7	based	base	VERB
fcis-14826	30	8	models	model	NOUN
fcis-14826	30	9	may	may	AUX
fcis-14826	30	10	become	become	VERB
fcis-14826	30	11	confused	confused	ADJ
fcis-14826	30	12	by	by	ADP
fcis-14826	30	13	the	the	DET
fcis-14826	30	14	falsified	falsified	ADJ
fcis-14826	30	15	stance	stance	NOUN
fcis-14826	30	16	alignment	alignment	NOUN
fcis-14826	30	17	present	present	NOUN
fcis-14826	30	18	in	in	ADP
fcis-14826	30	19	fake	fake	ADJ
fcis-14826	30	20	news	news	NOUN
fcis-14826	30	21	.	.	PUNCT
fcis-14826	31	1	as	as	SCONJ
fcis-14826	31	2	demonstrated	demonstrate	VERB
fcis-14826	31	3	in	in	ADP
fcis-14826	31	4	fig	fig	NOUN
fcis-14826	31	5	.	.	PUNCT
fcis-14826	32	1	1(a	1(a	NUM
fcis-14826	32	2	)	)	PUNCT
fcis-14826	32	3	,	,	PUNCT
fcis-14826	32	4	fake	fake	ADJ
fcis-14826	32	5	news	news	NOUN
fcis-14826	32	6	creators	creator	NOUN
fcis-14826	32	7	manipulate	manipulate	VERB
fcis-14826	32	8	individuals	individual	NOUN
fcis-14826	32	9	’	’	PART
fcis-14826	32	10	thoughts	thought	NOUN
fcis-14826	32	11	and	and	CCONJ
fcis-14826	32	12	perspectives	perspective	NOUN
fcis-14826	32	13	by	by	ADP
fcis-14826	32	14	utilising	utilise	VERB
fcis-14826	32	15	respected	respected	ADJ
fcis-14826	32	16	organisations	organisation	NOUN
fcis-14826	32	17	(	(	PUNCT
fcis-14826	32	18	such	such	ADJ
fcis-14826	32	19	as	as	ADP
fcis-14826	32	20	china	china	PROPN
fcis-14826	32	21	daily	daily	PROPN
fcis-14826	32	22	)	)	PUNCT
fcis-14826	32	23	and	and	CCONJ
fcis-14826	32	24	specific	specific	ADJ
fcis-14826	32	25	locations	location	NOUN
fcis-14826	32	26	(	(	PUNCT
fcis-14826	32	27	like	like	ADP
fcis-14826	32	28	beijing	beijing	PROPN
fcis-14826	32	29	)	)	PUNCT
fcis-14826	32	30	,	,	PUNCT
fcis-14826	32	31	leading	lead	VERB
fcis-14826	32	32	individuals	individual	NOUN
fcis-14826	32	33	to	to	PART
fcis-14826	32	34	side	side	VERB
fcis-14826	32	35	with	with	ADP
fcis-14826	32	36	the	the	DET
fcis-14826	32	37	false	false	ADJ
fcis-14826	32	38	information	information	NOUN
fcis-14826	32	39	despite	despite	SCONJ
fcis-14826	32	40	any	any	DET
fcis-14826	32	41	negative	negative	ADJ
fcis-14826	32	42	feelings	feeling	NOUN
fcis-14826	32	43	towards	towards	ADP
fcis-14826	32	44	it	it	PRON
fcis-14826	32	45	.	.	PUNCT
fcis-14826	33	1	this	this	PRON
fcis-14826	33	2	poses	pose	VERB
fcis-14826	33	3	difficulties	difficulty	NOUN
fcis-14826	33	4	for	for	ADP
fcis-14826	33	5	stancesemantic	stancesemantic	NOUN
fcis-14826	33	6	-	-	PUNCT
fcis-14826	33	7	based	base	VERB
fcis-14826	33	8	models	model	NOUN
fcis-14826	33	9	in	in	ADP
fcis-14826	33	10	identifying	identify	VERB
fcis-14826	33	11	such	such	ADJ
fcis-14826	33	12	instances	instance	NOUN
fcis-14826	33	13	of	of	ADP
fcis-14826	33	14	fake	fake	ADJ
fcis-14826	33	15	news	news	NOUN
fcis-14826	33	16	.	.	PUNCT
fcis-14826	34	1	emotional	emotional	ADJ
fcis-14826	34	2	resonance	resonance	NOUN
fcis-14826	34	3	problems	problem	NOUN
fcis-14826	34	4	also	also	ADV
fcis-14826	34	5	arise	arise	VERB
fcis-14826	34	6	from	from	ADP
fcis-14826	34	7	the	the	DET
fcis-14826	34	8	emotion	emotion	NOUN
fcis-14826	34	9	-	-	PUNCT
fcis-14826	34	10	semantic	semantic	ADJ
fcis-14826	34	11	based	base	VERB
fcis-14826	34	12	model	model	NOUN
fcis-14826	34	13	[	[	X
fcis-14826	34	14	27	27	NUM
fcis-14826	34	15	,	,	PUNCT
fcis-14826	34	16	32	32	NUM
fcis-14826	34	17	]	]	PUNCT
fcis-14826	34	18	.	.	PUNCT
fcis-14826	35	1	imitating	imitate	VERB
fcis-14826	35	2	the	the	DET
fcis-14826	35	3	writing	writing	NOUN
fcis-14826	35	4	style	style	NOUN
fcis-14826	35	5	of	of	ADP
fcis-14826	35	6	genuine	genuine	ADJ
fcis-14826	35	7	news	news	NOUN
fcis-14826	35	8	,	,	PUNCT
fcis-14826	35	9	fake	fake	ADJ
fcis-14826	35	10	news	news	NOUN
fcis-14826	35	11	employs	employ	VERB
fcis-14826	35	12	sentimental	sentimental	ADJ
fcis-14826	35	13	language	language	NOUN
fcis-14826	35	14	to	to	PART
fcis-14826	35	15	intentionally	intentionally	ADV
fcis-14826	35	16	elicit	elicit	VERB
fcis-14826	35	17	public	public	ADJ
fcis-14826	35	18	sympathy	sympathy	NOUN
fcis-14826	35	19	,	,	PUNCT
fcis-14826	35	20	a	a	DET
fcis-14826	35	21	sense	sense	NOUN
fcis-14826	35	22	of	of	ADP
fcis-14826	35	23	justice	justice	NOUN
fcis-14826	35	24	,	,	PUNCT
fcis-14826	35	25	or	or	CCONJ
fcis-14826	35	26	outrage	outrage	NOUN
fcis-14826	35	27	.	.	PUNCT
fcis-14826	36	1	this	this	PRON
fcis-14826	36	2	poses	pose	VERB
fcis-14826	36	3	a	a	DET
fcis-14826	36	4	challenge	challenge	NOUN
fcis-14826	36	5	to	to	ADP
fcis-14826	36	6	emotionsemantic	emotionsemantic	ADJ
fcis-14826	36	7	based	base	VERB
fcis-14826	36	8	models	model	NOUN
fcis-14826	36	9	.	.	PUNCT
fcis-14826	37	1	as	as	SCONJ
fcis-14826	37	2	depicted	depict	VERB
fcis-14826	37	3	in	in	ADP
fcis-14826	37	4	fig	fig	NOUN
fcis-14826	37	5	.	.	PUNCT
fcis-14826	38	1	1(b	1(b	NUM
fcis-14826	38	2	)	)	PUNCT
fcis-14826	38	3	,	,	PUNCT
fcis-14826	38	4	fake	fake	ADJ
fcis-14826	38	5	news	news	NOUN
fcis-14826	38	6	publishers	publisher	NOUN
fcis-14826	38	7	successfully	successfully	ADV
fcis-14826	38	8	use	use	VERB
fcis-14826	38	9	emotional	emotional	ADJ
fcis-14826	38	10	words	word	NOUN
fcis-14826	38	11	(	(	PUNCT
fcis-14826	38	12	e.g.	e.g.	ADV
fcis-14826	38	13	,	,	PUNCT
fcis-14826	38	14	overjoyed	overjoy	VERB
fcis-14826	38	15	)	)	PUNCT
fcis-14826	38	16	to	to	PART
fcis-14826	38	17	elicit	elicit	VERB
fcis-14826	38	18	positive	positive	ADJ
fcis-14826	38	19	comments	comment	NOUN
fcis-14826	38	20	from	from	ADP
fcis-14826	38	21	readers	reader	NOUN
fcis-14826	38	22	,	,	PUNCT
fcis-14826	38	23	which	which	PRON
fcis-14826	38	24	can	can	AUX
fcis-14826	38	25	confuse	confuse	VERB
fcis-14826	38	26	the	the	DET
fcis-14826	38	27	judgment	judgment	NOUN
fcis-14826	38	28	of	of	ADP
fcis-14826	38	29	the	the	DET
fcis-14826	38	30	models	model	NOUN
fcis-14826	38	31	,	,	PUNCT
fcis-14826	38	32	even	even	ADV
fcis-14826	38	33	though	though	SCONJ
fcis-14826	38	34	some	some	DET
fcis-14826	38	35	individuals	individual	NOUN
fcis-14826	38	36	may	may	AUX
fcis-14826	38	37	be	be	AUX
fcis-14826	38	38	skeptical	skeptical	ADJ
fcis-14826	38	39	of	of	ADP
fcis-14826	38	40	the	the	DET
fcis-14826	38	41	news	news	NOUN
fcis-14826	38	42	.	.	PUNCT
fcis-14826	39	1	78	78	NUM
fcis-14826	39	2	(	(	PUNCT
fcis-14826	39	3	a)a	a)a	NOUN
fcis-14826	39	4	case	case	NOUN
fcis-14826	39	5	of	of	ADP
fcis-14826	39	6	stance	stance	NOUN
fcis-14826	39	7	distortion	distortion	NOUN
fcis-14826	39	8	problems	problem	NOUN
fcis-14826	39	9	:	:	PUNCT
fcis-14826	39	10	false	false	ADJ
fcis-14826	39	11	news	news	NOUN
fcis-14826	39	12	report	report	NOUN
fcis-14826	39	13	distorts	distort	VERB
fcis-14826	39	14	people	people	NOUN
fcis-14826	39	15	's	's	PART
fcis-14826	39	16	ideas	idea	NOUN
fcis-14826	39	17	,	,	PUNCT
fcis-14826	39	18	although	although	SCONJ
fcis-14826	39	19	it	it	PRON
fcis-14826	39	20	may	may	AUX
fcis-14826	39	21	cause	cause	VERB
fcis-14826	39	22	discomfort	discomfort	NOUN
fcis-14826	39	23	(	(	PUNCT
fcis-14826	39	24	b)a	b)a	NOUN
fcis-14826	39	25	case	case	NOUN
fcis-14826	39	26	of	of	ADP
fcis-14826	39	27	emotional	emotional	ADJ
fcis-14826	39	28	resonance	resonance	NOUN
fcis-14826	39	29	problems	problem	NOUN
fcis-14826	39	30	:	:	PUNCT
fcis-14826	39	31	false	false	ADJ
fcis-14826	39	32	news	news	NOUN
fcis-14826	39	33	post	post	NOUN
fcis-14826	39	34	has	have	AUX
fcis-14826	39	35	aroused	arouse	VERB
fcis-14826	39	36	people	people	NOUN
fcis-14826	39	37	's	's	PART
fcis-14826	39	38	wrong	wrong	ADJ
fcis-14826	39	39	feelings	feeling	NOUN
fcis-14826	39	40	,	,	PUNCT
fcis-14826	39	41	although	although	SCONJ
fcis-14826	39	42	people	people	NOUN
fcis-14826	39	43	have	have	VERB
fcis-14826	39	44	different	different	ADJ
fcis-14826	39	45	views	view	NOUN
fcis-14826	39	46	on	on	ADP
fcis-14826	39	47	it	it	PRON
fcis-14826	39	48	fig	fig	NOUN
fcis-14826	39	49	1	1	NUM
fcis-14826	39	50	.	.	PUNCT
fcis-14826	39	51	two	two	NUM
fcis-14826	39	52	pieces	piece	NOUN
fcis-14826	39	53	of	of	ADP
fcis-14826	39	54	fake	fake	ADJ
fcis-14826	39	55	news	news	NOUN
fcis-14826	39	56	on	on	ADP
fcis-14826	39	57	social	social	ADJ
fcis-14826	39	58	media	medium	NOUN
fcis-14826	39	59	that	that	PRON
fcis-14826	39	60	deliberately	deliberately	ADV
fcis-14826	39	61	misleads	mislead	VERB
fcis-14826	39	62	people	people	NOUN
fcis-14826	39	63	to	to	PART
fcis-14826	39	64	have	have	VERB
fcis-14826	39	65	wrong	wrong	ADJ
fcis-14826	39	66	feelings	feeling	NOUN
fcis-14826	39	67	or	or	CCONJ
fcis-14826	39	68	position	position	NOUN
fcis-14826	39	69	judgments	judgment	NOUN
fcis-14826	39	70	to	to	PART
fcis-14826	39	71	tackle	tackle	VERB
fcis-14826	39	72	the	the	DET
fcis-14826	39	73	problems	problem	NOUN
fcis-14826	39	74	,	,	PUNCT
fcis-14826	39	75	this	this	DET
fcis-14826	39	76	paper	paper	NOUN
fcis-14826	39	77	designs	design	VERB
fcis-14826	39	78	a	a	DET
fcis-14826	39	79	multi	multi	ADJ
fcis-14826	39	80	-	-	ADJ
fcis-14826	39	81	featurebased	featurebase	VERB
fcis-14826	39	82	joint	joint	ADJ
fcis-14826	39	83	detection	detection	NOUN
fcis-14826	39	84	model	model	NOUN
fcis-14826	39	85	for	for	ADP
fcis-14826	39	86	fake	fake	ADJ
fcis-14826	39	87	news	news	NOUN
fcis-14826	39	88	,	,	PUNCT
fcis-14826	39	89	which	which	PRON
fcis-14826	39	90	extracts	extract	NOUN
fcis-14826	39	91	and	and	CCONJ
fcis-14826	39	92	fuses	fuse	NOUN
fcis-14826	39	93	the	the	DET
fcis-14826	39	94	semantic	semantic	ADJ
fcis-14826	39	95	feature	feature	NOUN
fcis-14826	39	96	,	,	PUNCT
fcis-14826	39	97	emotional	emotional	ADJ
fcis-14826	39	98	feature	feature	NOUN
fcis-14826	39	99	,	,	PUNCT
fcis-14826	39	100	and	and	CCONJ
fcis-14826	39	101	stance	stance	NOUN
fcis-14826	39	102	feature	feature	NOUN
fcis-14826	39	103	in	in	ADP
fcis-14826	39	104	a	a	DET
fcis-14826	39	105	post	post	NOUN
fcis-14826	39	106	and	and	CCONJ
fcis-14826	39	107	its	its	PRON
fcis-14826	39	108	related	related	ADJ
fcis-14826	39	109	comments	comment	NOUN
fcis-14826	39	110	.	.	PUNCT
fcis-14826	40	1	for	for	ADP
fcis-14826	40	2	the	the	DET
fcis-14826	40	3	issue	issue	NOUN
fcis-14826	40	4	of	of	ADP
fcis-14826	40	5	stance	stance	NOUN
fcis-14826	40	6	distortion	distortion	NOUN
fcis-14826	40	7	,	,	PUNCT
fcis-14826	40	8	the	the	DET
fcis-14826	40	9	inclusion	inclusion	NOUN
fcis-14826	40	10	of	of	ADP
fcis-14826	40	11	an	an	DET
fcis-14826	40	12	emotional	emotional	ADJ
fcis-14826	40	13	feature	feature	NOUN
fcis-14826	40	14	provides	provide	VERB
fcis-14826	40	15	a	a	DET
fcis-14826	40	16	more	more	ADV
fcis-14826	40	17	accurate	accurate	ADJ
fcis-14826	40	18	representation	representation	NOUN
fcis-14826	40	19	of	of	ADP
fcis-14826	40	20	the	the	DET
fcis-14826	40	21	negative	negative	ADJ
fcis-14826	40	22	emotions	emotion	NOUN
fcis-14826	40	23	that	that	PRON
fcis-14826	40	24	arise	arise	VERB
fcis-14826	40	25	from	from	ADP
fcis-14826	40	26	fake	fake	ADJ
fcis-14826	40	27	news	news	NOUN
fcis-14826	40	28	.	.	PUNCT
fcis-14826	41	1	this	this	PRON
fcis-14826	41	2	helps	help	VERB
fcis-14826	41	3	to	to	PART
fcis-14826	41	4	eliminate	eliminate	VERB
fcis-14826	41	5	the	the	DET
fcis-14826	41	6	phenomenon	phenomenon	NOUN
fcis-14826	41	7	of	of	ADP
fcis-14826	41	8	consistent	consistent	ADJ
fcis-14826	41	9	stance	stance	NOUN
fcis-14826	41	10	created	create	VERB
fcis-14826	41	11	by	by	ADP
fcis-14826	41	12	rumor	rumor	NOUN
fcis-14826	41	13	mongers	monger	NOUN
fcis-14826	41	14	.	.	PUNCT
fcis-14826	42	1	for	for	ADP
fcis-14826	42	2	the	the	DET
fcis-14826	42	3	issue	issue	NOUN
fcis-14826	42	4	of	of	ADP
fcis-14826	42	5	emotional	emotional	ADJ
fcis-14826	42	6	resonance	resonance	NOUN
fcis-14826	42	7	,	,	PUNCT
fcis-14826	42	8	the	the	DET
fcis-14826	42	9	inclusion	inclusion	NOUN
fcis-14826	42	10	of	of	ADP
fcis-14826	42	11	an	an	DET
fcis-14826	42	12	emotional	emotional	ADJ
fcis-14826	42	13	feature	feature	NOUN
fcis-14826	42	14	provides	provide	VERB
fcis-14826	42	15	a	a	DET
fcis-14826	42	16	more	more	ADV
fcis-14826	42	17	accurate	accurate	ADJ
fcis-14826	42	18	representation	representation	NOUN
fcis-14826	42	19	of	of	ADP
fcis-14826	42	20	the	the	DET
fcis-14826	42	21	views	view	NOUN
fcis-14826	42	22	of	of	ADP
fcis-14826	42	23	commenters	commenter	NOUN
fcis-14826	42	24	.	.	PUNCT
fcis-14826	43	1	this	this	PRON
fcis-14826	43	2	helps	help	VERB
fcis-14826	43	3	to	to	PART
fcis-14826	43	4	avoid	avoid	VERB
fcis-14826	43	5	the	the	DET
fcis-14826	43	6	effect	effect	NOUN
fcis-14826	43	7	of	of	ADP
fcis-14826	43	8	false	false	ADJ
fcis-14826	43	9	emotions	emotion	NOUN
fcis-14826	43	10	that	that	PRON
fcis-14826	43	11	arise	arise	VERB
fcis-14826	43	12	from	from	ADP
fcis-14826	43	13	fake	fake	ADJ
fcis-14826	43	14	news	news	NOUN
fcis-14826	43	15	.	.	PUNCT
fcis-14826	44	1	eventually	eventually	ADV
fcis-14826	44	2	,	,	PUNCT
fcis-14826	44	3	the	the	DET
fcis-14826	44	4	supplementary	supplementary	ADJ
fcis-14826	44	5	information	information	NOUN
fcis-14826	44	6	for	for	ADP
fcis-14826	44	7	our	our	PRON
fcis-14826	44	8	model	model	NOUN
fcis-14826	44	9	’s	’s	PART
fcis-14826	44	10	numerous	numerous	ADJ
fcis-14826	44	11	functionalities	functionality	NOUN
fcis-14826	44	12	accomplishes	accomplish	VERB
fcis-14826	44	13	a	a	DET
fcis-14826	44	14	more	more	ADV
fcis-14826	44	15	appropriate	appropriate	ADJ
fcis-14826	44	16	collaborative	collaborative	ADJ
fcis-14826	44	17	analysis	analysis	NOUN
fcis-14826	44	18	of	of	ADP
fcis-14826	44	19	false	false	ADJ
fcis-14826	44	20	news	news	NOUN
fcis-14826	44	21	.	.	PUNCT
fcis-14826	45	1	in	in	ADP
fcis-14826	45	2	this	this	DET
fcis-14826	45	3	study	study	NOUN
fcis-14826	45	4	,	,	PUNCT
fcis-14826	45	5	our	our	PRON
fcis-14826	45	6	contributions	contribution	NOUN
fcis-14826	45	7	are	be	AUX
fcis-14826	45	8	illustrated	illustrate	VERB
fcis-14826	45	9	as	as	SCONJ
fcis-14826	45	10	follows	follow	VERB
fcis-14826	45	11	:	:	PUNCT
fcis-14826	45	12	we	we	PRON
fcis-14826	45	13	introduce	introduce	VERB
fcis-14826	45	14	a	a	DET
fcis-14826	45	15	dual	dual	ADJ
fcis-14826	45	16	emotional	emotional	ADJ
fcis-14826	45	17	information	information	NOUN
fcis-14826	45	18	module	module	NOUN
fcis-14826	45	19	in	in	ADP
fcis-14826	45	20	our	our	PRON
fcis-14826	45	21	fake	fake	ADJ
fcis-14826	45	22	news	news	NOUN
fcis-14826	45	23	detection	detection	NOUN
fcis-14826	45	24	model	model	NOUN
fcis-14826	45	25	.	.	PUNCT
fcis-14826	46	1	the	the	DET
fcis-14826	46	2	module	module	NOUN
fcis-14826	46	3	considers	consider	VERB
fcis-14826	46	4	the	the	DET
fcis-14826	46	5	sentiment	sentiment	NOUN
fcis-14826	46	6	of	of	ADP
fcis-14826	46	7	both	both	CCONJ
fcis-14826	46	8	the	the	DET
fcis-14826	46	9	post	post	NOUN
fcis-14826	46	10	and	and	CCONJ
fcis-14826	46	11	comments	comment	NOUN
fcis-14826	46	12	,	,	PUNCT
fcis-14826	46	13	which	which	PRON
fcis-14826	46	14	is	be	AUX
fcis-14826	46	15	highly	highly	ADV
fcis-14826	46	16	effective	effective	ADJ
fcis-14826	46	17	in	in	ADP
fcis-14826	46	18	reducing	reduce	VERB
fcis-14826	46	19	stance	stance	NOUN
fcis-14826	46	20	distortion	distortion	NOUN
fcis-14826	46	21	.	.	PUNCT
fcis-14826	47	1	we	we	PRON
fcis-14826	47	2	add	add	VERB
fcis-14826	47	3	a	a	DET
fcis-14826	47	4	stance	stance	NOUN
fcis-14826	47	5	information	information	NOUN
fcis-14826	47	6	module	module	NOUN
fcis-14826	47	7	to	to	ADP
fcis-14826	47	8	our	our	PRON
fcis-14826	47	9	fake	fake	ADJ
fcis-14826	47	10	news	news	NOUN
fcis-14826	47	11	detection	detection	NOUN
fcis-14826	47	12	framework	framework	NOUN
fcis-14826	47	13	.	.	PUNCT
fcis-14826	48	1	analyzing	analyze	VERB
fcis-14826	48	2	the	the	DET
fcis-14826	48	3	distribution	distribution	NOUN
fcis-14826	48	4	of	of	ADP
fcis-14826	48	5	stances	stance	NOUN
fcis-14826	48	6	in	in	ADP
fcis-14826	48	7	news	news	NOUN
fcis-14826	48	8	comments	comment	NOUN
fcis-14826	48	9	,	,	PUNCT
fcis-14826	48	10	the	the	DET
fcis-14826	48	11	module	module	NOUN
fcis-14826	48	12	successfully	successfully	ADV
fcis-14826	48	13	avoids	avoid	VERB
fcis-14826	48	14	any	any	DET
fcis-14826	48	15	emotional	emotional	ADJ
fcis-14826	48	16	resonance	resonance	NOUN
fcis-14826	48	17	.	.	PUNCT
fcis-14826	49	1	we	we	PRON
fcis-14826	49	2	first	first	ADV
fcis-14826	49	3	realize	realize	VERB
fcis-14826	49	4	the	the	DET
fcis-14826	49	5	joint	joint	ADJ
fcis-14826	49	6	analysis	analysis	NOUN
fcis-14826	49	7	of	of	ADP
fcis-14826	49	8	semantic	semantic	ADJ
fcis-14826	49	9	,	,	PUNCT
fcis-14826	49	10	stance	stance	NOUN
fcis-14826	49	11	,	,	PUNCT
fcis-14826	49	12	and	and	CCONJ
fcis-14826	49	13	emotional	emotional	ADJ
fcis-14826	49	14	information	information	NOUN
fcis-14826	49	15	in	in	ADP
fcis-14826	49	16	fake	fake	ADJ
fcis-14826	49	17	news	news	NOUN
fcis-14826	49	18	detection	detection	NOUN
fcis-14826	49	19	.	.	PUNCT
fcis-14826	50	1	on	on	ADP
fcis-14826	50	2	the	the	DET
fcis-14826	50	3	rumoureval-17	rumoureval-17	PROPN
fcis-14826	50	4	dataset	dataset	NOUN
fcis-14826	50	5	,	,	PUNCT
fcis-14826	50	6	our	our	PRON
fcis-14826	50	7	model	model	NOUN
fcis-14826	50	8	obtains	obtain	VERB
fcis-14826	50	9	the	the	DET
fcis-14826	50	10	highest	high	ADJ
fcis-14826	50	11	macro	macro	ADJ
fcis-14826	50	12	f1	f1	NOUN
fcis-14826	50	13	score	score	NOUN
fcis-14826	50	14	of	of	ADP
fcis-14826	50	15	0.891	0.891	NUM
fcis-14826	50	16	,	,	PUNCT
fcis-14826	50	17	respectively	respectively	ADV
fcis-14826	50	18	,	,	PUNCT
fcis-14826	50	19	among	among	ADP
fcis-14826	50	20	different	different	ADJ
fcis-14826	50	21	rumor	rumor	NOUN
fcis-14826	50	22	detection	detection	NOUN
fcis-14826	50	23	models	model	NOUN
fcis-14826	50	24	.	.	PUNCT
fcis-14826	51	1	the	the	DET
fcis-14826	51	2	model	model	NOUN
fcis-14826	51	3	was	be	AUX
fcis-14826	51	4	also	also	ADV
fcis-14826	51	5	evaluated	evaluate	VERB
fcis-14826	51	6	on	on	ADP
fcis-14826	51	7	a	a	DET
fcis-14826	51	8	realtime	realtime	NOUN
fcis-14826	51	9	covid-19	covid-19	PROPN
fcis-14826	51	10	dataset	dataset	NOUN
fcis-14826	51	11	,	,	PUNCT
fcis-14826	51	12	achieving	achieve	VERB
fcis-14826	51	13	an	an	DET
fcis-14826	51	14	impressive	impressive	ADJ
fcis-14826	51	15	macro	macro	ADJ
fcis-14826	51	16	f1	f1	NOUN
fcis-14826	51	17	score	score	NOUN
fcis-14826	51	18	of	of	ADP
fcis-14826	51	19	0.904	0.904	NUM
fcis-14826	51	20	,	,	PUNCT
fcis-14826	51	21	demonstrating	demonstrate	VERB
fcis-14826	51	22	its	its	PRON
fcis-14826	51	23	excellent	excellent	ADJ
fcis-14826	51	24	processing	processing	NOUN
fcis-14826	51	25	capability	capability	NOUN
fcis-14826	51	26	.	.	PUNCT
fcis-14826	52	1	2	2	X
fcis-14826	52	2	.	.	X
fcis-14826	52	3	the	the	DET
fcis-14826	52	4	proposed	propose	VERB
fcis-14826	52	5	model	model	NOUN
fcis-14826	52	6	2.1	2.1	NUM
fcis-14826	52	7	.	.	PUNCT
fcis-14826	52	8	model	model	NOUN
fcis-14826	52	9	structure	structure	NOUN
fcis-14826	52	10	the	the	DET
fcis-14826	52	11	core	core	ADJ
fcis-14826	52	12	idea	idea	NOUN
fcis-14826	52	13	of	of	ADP
fcis-14826	52	14	the	the	DET
fcis-14826	52	15	proposed	propose	VERB
fcis-14826	52	16	multi	multi	ADJ
fcis-14826	52	17	-	-	ADJ
fcis-14826	52	18	feature	feature	ADJ
fcis-14826	52	19	model	model	NOUN
fcis-14826	52	20	is	be	AUX
fcis-14826	52	21	to	to	PART
fcis-14826	52	22	extract	extract	VERB
fcis-14826	52	23	the	the	DET
fcis-14826	52	24	semantic	semantic	ADJ
fcis-14826	52	25	and	and	CCONJ
fcis-14826	52	26	emotional	emotional	ADJ
fcis-14826	52	27	features	feature	NOUN
fcis-14826	52	28	of	of	ADP
fcis-14826	52	29	the	the	DET
fcis-14826	52	30	news	news	NOUN
fcis-14826	52	31	as	as	ADV
fcis-14826	52	32	well	well	ADV
fcis-14826	52	33	as	as	ADP
fcis-14826	52	34	its	its	PRON
fcis-14826	52	35	related	related	ADJ
fcis-14826	52	36	comments	comment	NOUN
fcis-14826	52	37	and	and	CCONJ
fcis-14826	52	38	combine	combine	VERB
fcis-14826	52	39	them	they	PRON
fcis-14826	52	40	with	with	ADP
fcis-14826	52	41	the	the	DET
fcis-14826	52	42	stance	stance	NOUN
fcis-14826	52	43	features	feature	NOUN
fcis-14826	52	44	of	of	ADP
fcis-14826	52	45	the	the	DET
fcis-14826	52	46	commentators	commentator	NOUN
fcis-14826	52	47	to	to	PART
fcis-14826	52	48	form	form	VERB
fcis-14826	52	49	a	a	DET
fcis-14826	52	50	joint	joint	ADJ
fcis-14826	52	51	rumor	rumor	NOUN
fcis-14826	52	52	detection	detection	NOUN
fcis-14826	52	53	with	with	ADP
fcis-14826	52	54	multiple	multiple	ADJ
fcis-14826	52	55	features	feature	NOUN
fcis-14826	52	56	.	.	PUNCT
fcis-14826	53	1	fig	fig	NOUN
fcis-14826	53	2	.	.	PUNCT
fcis-14826	54	1	2	2	NUM
fcis-14826	54	2	shows	show	VERB
fcis-14826	54	3	the	the	DET
fcis-14826	54	4	framework	framework	NOUN
fcis-14826	54	5	of	of	ADP
fcis-14826	54	6	the	the	DET
fcis-14826	54	7	whole	whole	ADJ
fcis-14826	54	8	model	model	NOUN
fcis-14826	54	9	.	.	PUNCT
fcis-14826	55	1	specifically	specifically	ADV
fcis-14826	55	2	,	,	PUNCT
fcis-14826	55	3	to	to	PART
fcis-14826	55	4	represent	represent	VERB
fcis-14826	55	5	different	different	ADJ
fcis-14826	55	6	features	feature	NOUN
fcis-14826	55	7	,	,	PUNCT
fcis-14826	55	8	two	two	NUM
fcis-14826	55	9	main	main	ADJ
fcis-14826	55	10	representations	representation	NOUN
fcis-14826	55	11	are	be	AUX
fcis-14826	55	12	used	use	VERB
fcis-14826	55	13	in	in	ADP
fcis-14826	55	14	this	this	DET
fcis-14826	55	15	paper	paper	NOUN
fcis-14826	55	16	:	:	PUNCT
fcis-14826	55	17	(	(	PUNCT
fcis-14826	55	18	1	1	X
fcis-14826	55	19	)	)	PUNCT
fcis-14826	55	20	semantic	semantic	ADJ
fcis-14826	55	21	representation	representation	NOUN
fcis-14826	55	22	,	,	PUNCT
fcis-14826	55	23	and	and	CCONJ
fcis-14826	55	24	(	(	PUNCT
fcis-14826	55	25	2	2	X
fcis-14826	55	26	)	)	PUNCT
fcis-14826	55	27	dual	dual	ADJ
fcis-14826	55	28	emotion	emotion	NOUN
fcis-14826	55	29	-	-	PUNCT
fcis-14826	55	30	stance	stance	NOUN
fcis-14826	55	31	representation	representation	NOUN
fcis-14826	55	32	.	.	PUNCT
fcis-14826	56	1	the	the	DET
fcis-14826	56	2	former	former	ADJ
fcis-14826	56	3	is	be	AUX
fcis-14826	56	4	used	use	VERB
fcis-14826	56	5	to	to	PART
fcis-14826	56	6	represent	represent	VERB
fcis-14826	56	7	the	the	DET
fcis-14826	56	8	semantic	semantic	ADJ
fcis-14826	56	9	features	feature	NOUN
fcis-14826	56	10	extracted	extract	VERB
fcis-14826	56	11	from	from	ADP
fcis-14826	56	12	the	the	DET
fcis-14826	56	13	news	news	NOUN
fcis-14826	56	14	content	content	NOUN
fcis-14826	56	15	and	and	CCONJ
fcis-14826	56	16	the	the	DET
fcis-14826	56	17	news	news	NOUN
fcis-14826	56	18	comment	comment	NOUN
fcis-14826	56	19	section	section	NOUN
fcis-14826	56	20	,	,	PUNCT
fcis-14826	56	21	while	while	SCONJ
fcis-14826	56	22	the	the	DET
fcis-14826	56	23	latter	latter	ADJ
fcis-14826	56	24	consists	consist	VERB
fcis-14826	56	25	of	of	ADP
fcis-14826	56	26	two	two	NUM
fcis-14826	56	27	subcomponents	subcomponent	NOUN
fcis-14826	56	28	,	,	PUNCT
fcis-14826	56	29	one	one	NUM
fcis-14826	56	30	is	be	AUX
fcis-14826	56	31	the	the	DET
fcis-14826	56	32	dual	dual	ADJ
fcis-14826	56	33	emotional	emotional	ADJ
fcis-14826	56	34	information	information	NOUN
fcis-14826	56	35	,	,	PUNCT
fcis-14826	56	36	i.e.	i.e.	X
fcis-14826	56	37	,	,	PUNCT
fcis-14826	56	38	the	the	DET
fcis-14826	56	39	sentiment	sentiment	NOUN
fcis-14826	56	40	information	information	NOUN
fcis-14826	56	41	of	of	ADP
fcis-14826	56	42	the	the	DET
fcis-14826	56	43	publisher	publisher	NOUN
fcis-14826	56	44	and	and	CCONJ
fcis-14826	56	45	the	the	DET
fcis-14826	56	46	commenter	commenter	NOUN
fcis-14826	56	47	,	,	PUNCT
fcis-14826	56	48	and	and	CCONJ
fcis-14826	56	49	the	the	DET
fcis-14826	56	50	other	other	ADJ
fcis-14826	56	51	is	be	AUX
fcis-14826	56	52	commenters	commenter	NOUN
fcis-14826	56	53	’	'	PUNCT
fcis-14826	56	54	stance	stance	NOUN
fcis-14826	56	55	information	information	NOUN
fcis-14826	56	56	.	.	PUNCT
fcis-14826	57	1	in	in	ADP
fcis-14826	57	2	this	this	DET
fcis-14826	57	3	section	section	NOUN
fcis-14826	57	4	,	,	PUNCT
fcis-14826	57	5	the	the	DET
fcis-14826	57	6	extraction	extraction	NOUN
fcis-14826	57	7	of	of	ADP
fcis-14826	57	8	these	these	DET
fcis-14826	57	9	two	two	NUM
fcis-14826	57	10	main	main	ADJ
fcis-14826	57	11	features	feature	NOUN
fcis-14826	57	12	will	will	AUX
fcis-14826	57	13	be	be	AUX
fcis-14826	57	14	introduced	introduce	VERB
fcis-14826	57	15	in	in	ADP
fcis-14826	57	16	detail	detail	NOUN
fcis-14826	57	17	,	,	PUNCT
fcis-14826	57	18	as	as	ADV
fcis-14826	57	19	well	well	ADV
fcis-14826	57	20	as	as	ADP
fcis-14826	57	21	the	the	DET
fcis-14826	57	22	workflow	workflow	NOUN
fcis-14826	57	23	of	of	ADP
fcis-14826	57	24	the	the	DET
fcis-14826	57	25	entire	entire	ADJ
fcis-14826	57	26	model	model	NOUN
fcis-14826	57	27	.	.	PUNCT
fcis-14826	58	1	fig	fig	NOUN
fcis-14826	58	2	2	2	NUM
fcis-14826	58	3	.	.	PUNCT
fcis-14826	59	1	the	the	DET
fcis-14826	59	2	framework	framework	NOUN
fcis-14826	59	3	of	of	ADP
fcis-14826	59	4	the	the	DET
fcis-14826	59	5	proposed	propose	VERB
fcis-14826	59	6	model	model	NOUN
fcis-14826	59	7	fig	fig	PROPN
fcis-14826	59	8	3	3	X
fcis-14826	59	9	.	.	PUNCT
fcis-14826	60	1	the	the	DET
fcis-14826	60	2	component	component	NOUN
fcis-14826	60	3	of	of	ADP
fcis-14826	60	4	dual	dual	ADJ
fcis-14826	60	5	emotion	emotion	NOUN
fcis-14826	60	6	-	-	PUNCT
fcis-14826	60	7	stance	stance	NOUN
fcis-14826	60	8	representation	representation	NOUN
fcis-14826	60	9	2.2	2.2	NUM
fcis-14826	60	10	.	.	PUNCT
fcis-14826	61	1	dual	dual	ADJ
fcis-14826	61	2	emotion	emotion	NOUN
fcis-14826	61	3	-	-	PUNCT
fcis-14826	61	4	stance	stance	NOUN
fcis-14826	61	5	representation	representation	NOUN
fcis-14826	61	6	aiming	aim	VERB
fcis-14826	61	7	at	at	ADP
fcis-14826	61	8	dealing	deal	VERB
fcis-14826	61	9	with	with	ADP
fcis-14826	61	10	the	the	DET
fcis-14826	61	11	problems	problem	NOUN
fcis-14826	61	12	of	of	ADP
fcis-14826	61	13	(	(	PUNCT
fcis-14826	61	14	1	1	NUM
fcis-14826	61	15	)	)	PUNCT
fcis-14826	61	16	stance	stance	NOUN
fcis-14826	61	17	distortion	distortion	NOUN
fcis-14826	61	18	problems	problem	NOUN
fcis-14826	61	19	and	and	CCONJ
fcis-14826	61	20	(	(	PUNCT
fcis-14826	61	21	2	2	X
fcis-14826	61	22	)	)	PUNCT
fcis-14826	61	23	emotional	emotional	ADJ
fcis-14826	61	24	resonance	resonance	NOUN
fcis-14826	61	25	problems	problem	NOUN
fcis-14826	61	26	,	,	PUNCT
fcis-14826	61	27	the	the	DET
fcis-14826	61	28	dual	dual	ADJ
fcis-14826	61	29	emotion	emotion	NOUN
fcis-14826	61	30	-	-	PUNCT
fcis-14826	61	31	stance	stance	NOUN
fcis-14826	61	32	representation	representation	NOUN
fcis-14826	61	33	is	be	AUX
fcis-14826	61	34	designed	design	VERB
fcis-14826	61	35	.	.	PUNCT
fcis-14826	62	1	it	it	PRON
fcis-14826	62	2	is	be	AUX
fcis-14826	62	3	a	a	DET
fcis-14826	62	4	vector	vector	NOUN
fcis-14826	62	5	contains	contain	VERB
fcis-14826	62	6	two	two	NUM
fcis-14826	62	7	main	main	ADJ
fcis-14826	62	8	parts	part	NOUN
fcis-14826	62	9	of	of	ADP
fcis-14826	62	10	the	the	DET
fcis-14826	62	11	comment	comment	NOUN
fcis-14826	62	12	set	set	NOUN
fcis-14826	62	13	:	:	PUNCT
fcis-14826	62	14	dual	dual	ADJ
fcis-14826	62	15	emotional	emotional	ADJ
fcis-14826	62	16	information	information	NOUN
fcis-14826	62	17	module	module	NOUN
fcis-14826	62	18	and	and	CCONJ
fcis-14826	62	19	stance	stance	NOUN
fcis-14826	62	20	information	information	NOUN
fcis-14826	62	21	module	module	NOUN
fcis-14826	62	22	.	.	PUNCT
fcis-14826	63	1	these	these	DET
fcis-14826	63	2	two	two	NUM
fcis-14826	63	3	parts	part	NOUN
fcis-14826	63	4	of	of	ADP
fcis-14826	63	5	the	the	DET
fcis-14826	63	6	vector	vector	NOUN
fcis-14826	63	7	will	will	AUX
fcis-14826	63	8	be	be	AUX
fcis-14826	63	9	explained	explain	VERB
fcis-14826	63	10	in	in	ADP
fcis-14826	63	11	detail	detail	NOUN
fcis-14826	63	12	in	in	ADP
fcis-14826	63	13	3.3	3.3	NUM
fcis-14826	63	14	-	-	SYM
fcis-14826	63	15	3.5	3.5	NUM
fcis-14826	63	16	and	and	CCONJ
fcis-14826	63	17	their	their	PRON
fcis-14826	63	18	overall	overall	ADJ
fcis-14826	63	19	structure	structure	NOUN
fcis-14826	63	20	is	be	AUX
fcis-14826	63	21	shown	show	VERB
fcis-14826	63	22	in	in	ADP
fcis-14826	63	23	fig	fig	NOUN
fcis-14826	63	24	.	.	PUNCT
fcis-14826	64	1	3	3	NUM
fcis-14826	64	2	.	.	X
fcis-14826	64	3	2.3	2.3	NUM
fcis-14826	64	4	.	.	PUNCT
fcis-14826	65	1	dual	dual	ADJ
fcis-14826	65	2	emotional	emotional	ADJ
fcis-14826	65	3	information	information	NOUN
fcis-14826	65	4	fig	fig	NOUN
fcis-14826	65	5	4	4	NUM
fcis-14826	65	6	.	.	PUNCT
fcis-14826	66	1	a	a	DET
fcis-14826	66	2	case	case	NOUN
fcis-14826	66	3	of	of	ADP
fcis-14826	66	4	online	online	ADJ
fcis-14826	66	5	fake	fake	ADJ
fcis-14826	66	6	news	news	NOUN
fcis-14826	66	7	using	use	VERB
fcis-14826	66	8	several	several	ADJ
fcis-14826	66	9	tricks	trick	NOUN
fcis-14826	66	10	to	to	PART
fcis-14826	66	11	influence	influence	VERB
fcis-14826	66	12	public	public	ADJ
fcis-14826	66	13	positions	position	NOUN
fcis-14826	66	14	the	the	DET
fcis-14826	66	15	dual	dual	ADJ
fcis-14826	66	16	emotional	emotional	ADJ
fcis-14826	66	17	information	information	NOUN
fcis-14826	66	18	module	module	NOUN
fcis-14826	66	19	is	be	AUX
fcis-14826	66	20	the	the	DET
fcis-14826	66	21	representation	representation	NOUN
fcis-14826	66	22	of	of	ADP
fcis-14826	66	23	the	the	DET
fcis-14826	66	24	features	feature	NOUN
fcis-14826	66	25	and	and	CCONJ
fcis-14826	66	26	differences	difference	NOUN
fcis-14826	66	27	between	between	ADP
fcis-14826	66	28	news	news	NOUN
fcis-14826	66	29	content	content	NOUN
fcis-14826	66	30	emotion	emotion	NOUN
fcis-14826	66	31	and	and	CCONJ
fcis-14826	66	32	comment	comment	NOUN
fcis-14826	66	33	emotion	emotion	NOUN
fcis-14826	66	34	,	,	PUNCT
fcis-14826	66	35	which	which	PRON
fcis-14826	66	36	is	be	AUX
fcis-14826	66	37	used	use	VERB
fcis-14826	66	38	to	to	PART
fcis-14826	66	39	relieve	relieve	VERB
fcis-14826	66	40	the	the	DET
fcis-14826	66	41	(	(	PUNCT
fcis-14826	66	42	1	1	NUM
fcis-14826	66	43	)	)	PUNCT
fcis-14826	66	44	stance	stance	NOUN
fcis-14826	66	45	distortion	distortion	NOUN
fcis-14826	66	46	problems	problem	NOUN
fcis-14826	66	47	.	.	PUNCT
fcis-14826	67	1	in	in	ADP
fcis-14826	67	2	this	this	DET
fcis-14826	67	3	problem	problem	NOUN
fcis-14826	67	4	,	,	PUNCT
fcis-14826	67	5	fake	fake	ADJ
fcis-14826	67	6	news	news	NOUN
fcis-14826	67	7	publishers	publisher	NOUN
fcis-14826	67	8	rarely	rarely	ADV
fcis-14826	67	9	use	use	VERB
fcis-14826	67	10	a	a	DET
fcis-14826	67	11	large	large	ADJ
fcis-14826	67	12	number	number	NOUN
fcis-14826	67	13	of	of	ADP
fcis-14826	67	14	emotional	emotional	ADJ
fcis-14826	67	15	words	word	NOUN
fcis-14826	67	16	to	to	PART
fcis-14826	67	17	guide	guide	VERB
fcis-14826	67	18	people	people	NOUN
fcis-14826	67	19	’s	’s	PART
fcis-14826	67	20	emotions	emotion	NOUN
fcis-14826	67	21	.	.	PUNCT
fcis-14826	68	1	instead	instead	ADV
fcis-14826	68	2	,	,	PUNCT
fcis-14826	68	3	they	they	PRON
fcis-14826	68	4	use	use	VERB
fcis-14826	68	5	a	a	DET
fcis-14826	68	6	tone	tone	NOUN
fcis-14826	68	7	that	that	PRON
fcis-14826	68	8	imitates	imitate	VERB
fcis-14826	68	9	objective	objective	ADJ
fcis-14826	68	10	news	news	NOUN
fcis-14826	68	11	reports	report	NOUN
fcis-14826	68	12	and	and	CCONJ
fcis-14826	68	13	a	a	DET
fcis-14826	68	14	large	large	ADJ
fcis-14826	68	15	number	number	NOUN
fcis-14826	68	16	of	of	ADP
fcis-14826	68	17	fake	fake	ADJ
fcis-14826	68	18	details	detail	NOUN
fcis-14826	68	19	to	to	PART
fcis-14826	68	20	confuse	confuse	VERB
fcis-14826	68	21	people	people	NOUN
fcis-14826	68	22	’s	’s	PART
fcis-14826	68	23	judgments	judgment	NOUN
fcis-14826	68	24	and	and	CCONJ
fcis-14826	68	25	positions	position	NOUN
fcis-14826	68	26	.	.	PUNCT
fcis-14826	69	1	this	this	PRON
fcis-14826	69	2	includes	include	VERB
fcis-14826	69	3	making	make	VERB
fcis-14826	69	4	up	up	ADP
fcis-14826	69	5	something	something	PRON
fcis-14826	69	6	the	the	DET
fcis-14826	69	7	authority	authority	NOUN
fcis-14826	69	8	did	do	AUX
fcis-14826	69	9	n’t	not	PART
fcis-14826	69	10	say	say	VERB
fcis-14826	69	11	and	and	CCONJ
fcis-14826	69	12	providing	provide	VERB
fcis-14826	69	13	false	false	ADJ
fcis-14826	69	14	but	but	CCONJ
fcis-14826	69	15	precise	precise	ADJ
fcis-14826	69	16	times	time	NOUN
fcis-14826	69	17	,	,	PUNCT
fcis-14826	69	18	locations	location	NOUN
fcis-14826	69	19	,	,	PUNCT
fcis-14826	69	20	names	name	NOUN
fcis-14826	69	21	,	,	PUNCT
fcis-14826	69	22	or	or	CCONJ
fcis-14826	69	23	organizations	organization	NOUN
fcis-14826	69	24	in	in	ADP
fcis-14826	69	25	the	the	DET
fcis-14826	69	26	news	news	NOUN
fcis-14826	69	27	.	.	PUNCT
fcis-14826	70	1	such	such	DET
fcis-14826	70	2	a	a	DET
fcis-14826	70	3	trick	trick	NOUN
fcis-14826	70	4	aligns	align	VERB
fcis-14826	70	5	people	people	NOUN
fcis-14826	70	6	’s	’s	PART
fcis-14826	70	7	stances	stance	NOUN
fcis-14826	70	8	with	with	ADP
fcis-14826	70	9	fake	fake	ADJ
fcis-14826	70	10	news	news	NOUN
fcis-14826	70	11	,	,	PUNCT
fcis-14826	70	12	making	make	VERB
fcis-14826	70	13	it	it	PRON
fcis-14826	70	14	difficult	difficult	ADJ
fcis-14826	70	15	for	for	SCONJ
fcis-14826	70	16	a	a	DET
fcis-14826	70	17	stance	stance	NOUN
fcis-14826	70	18	-	-	PUNCT
fcis-14826	70	19	semanticbased	semanticbase	VERB
fcis-14826	70	20	model	model	NOUN
fcis-14826	70	21	to	to	PART
fcis-14826	70	22	verify	verify	VERB
fcis-14826	70	23	fake	fake	ADJ
fcis-14826	70	24	news	news	NOUN
fcis-14826	70	25	,	,	PUNCT
fcis-14826	70	26	since	since	SCONJ
fcis-14826	70	27	it	it	PRON
fcis-14826	70	28	’s	’	VERB
fcis-14826	70	29	impossible	impossible	ADJ
fcis-14826	70	30	to	to	PART
fcis-14826	70	31	judge	judge	VERB
fcis-14826	70	32	whether	whether	SCONJ
fcis-14826	70	33	this	this	DET
fcis-14826	70	34	alignment	alignment	NOUN
fcis-14826	70	35	of	of	ADP
fcis-14826	70	36	commenter	commenter	NOUN
fcis-14826	70	37	-	-	PUNCT
fcis-14826	70	38	publisher	publisher	NOUN
fcis-14826	70	39	stances	stance	NOUN
fcis-14826	70	40	in	in	ADP
fcis-14826	70	41	news	news	NOUN
fcis-14826	70	42	is	be	AUX
fcis-14826	70	43	deliberately	deliberately	ADV
fcis-14826	70	44	created	create	VERB
fcis-14826	70	45	.	.	PUNCT
fcis-14826	71	1	an	an	DET
fcis-14826	71	2	example	example	NOUN
fcis-14826	71	3	of	of	ADP
fcis-14826	71	4	online	online	ADJ
fcis-14826	71	5	fake	fake	ADJ
fcis-14826	71	6	79	79	NUM
fcis-14826	71	7	news	news	NOUN
fcis-14826	71	8	that	that	PRON
fcis-14826	71	9	uses	use	VERB
fcis-14826	71	10	the	the	DET
fcis-14826	71	11	above	above	ADJ
fcis-14826	71	12	techniques	technique	NOUN
fcis-14826	71	13	and	and	CCONJ
fcis-14826	71	14	distorts	distort	VERB
fcis-14826	71	15	people	people	NOUN
fcis-14826	71	16	’s	’s	PART
fcis-14826	71	17	positions	position	NOUN
fcis-14826	71	18	is	be	AUX
fcis-14826	71	19	shown	show	VERB
fcis-14826	71	20	in	in	ADP
fcis-14826	71	21	fig	fig	NOUN
fcis-14826	71	22	.	.	PUNCT
fcis-14826	72	1	4	4	X
fcis-14826	72	2	.	.	PUNCT
fcis-14826	73	1	but	but	CCONJ
fcis-14826	73	2	such	such	ADJ
fcis-14826	73	3	false	false	ADJ
fcis-14826	73	4	news	news	NOUN
fcis-14826	73	5	,	,	PUNCT
fcis-14826	73	6	in	in	ADP
fcis-14826	73	7	order	order	NOUN
fcis-14826	73	8	to	to	PART
fcis-14826	73	9	distort	distort	VERB
fcis-14826	73	10	people	people	NOUN
fcis-14826	73	11	's	's	PART
fcis-14826	73	12	stances	stance	NOUN
fcis-14826	73	13	,	,	PUNCT
fcis-14826	73	14	often	often	ADV
fcis-14826	73	15	violates	violate	VERB
fcis-14826	73	16	people	people	NOUN
fcis-14826	73	17	's	's	PART
fcis-14826	73	18	original	original	ADJ
fcis-14826	73	19	cognition	cognition	NOUN
fcis-14826	73	20	by	by	ADP
fcis-14826	73	21	forging	forge	VERB
fcis-14826	73	22	"	"	PUNCT
fcis-14826	73	23	facts	fact	NOUN
fcis-14826	73	24	"	"	PUNCT
fcis-14826	73	25	.	.	PUNCT
fcis-14826	74	1	this	this	DET
fcis-14826	74	2	practice	practice	NOUN
fcis-14826	74	3	is	be	AUX
fcis-14826	74	4	easy	easy	ADJ
fcis-14826	74	5	to	to	PART
fcis-14826	74	6	cause	cause	VERB
fcis-14826	74	7	a	a	DET
fcis-14826	74	8	series	series	NOUN
fcis-14826	74	9	of	of	ADP
fcis-14826	74	10	negative	negative	ADJ
fcis-14826	74	11	emotions	emotion	NOUN
fcis-14826	74	12	of	of	ADP
fcis-14826	74	13	the	the	DET
fcis-14826	74	14	public	public	NOUN
fcis-14826	74	15	,	,	PUNCT
fcis-14826	74	16	such	such	ADJ
fcis-14826	74	17	as	as	ADP
fcis-14826	74	18	shock	shock	NOUN
fcis-14826	74	19	,	,	PUNCT
fcis-14826	74	20	frustration	frustration	NOUN
fcis-14826	74	21	,	,	PUNCT
fcis-14826	74	22	anger	anger	NOUN
fcis-14826	74	23	,	,	PUNCT
fcis-14826	74	24	etc	etc	X
fcis-14826	74	25	.	.	X
fcis-14826	74	26	,	,	PUNCT
fcis-14826	74	27	since	since	SCONJ
fcis-14826	74	28	people	people	NOUN
fcis-14826	74	29	may	may	AUX
fcis-14826	74	30	be	be	AUX
fcis-14826	74	31	difficult	difficult	ADJ
fcis-14826	74	32	to	to	PART
fcis-14826	74	33	accept	accept	VERB
fcis-14826	74	34	this	this	DET
fcis-14826	74	35	"	"	PUNCT
fcis-14826	74	36	fact	fact	NOUN
fcis-14826	74	37	"	"	PUNCT
fcis-14826	74	38	that	that	PRON
fcis-14826	74	39	goes	go	VERB
fcis-14826	74	40	against	against	ADP
fcis-14826	74	41	the	the	DET
fcis-14826	74	42	common	common	ADJ
fcis-14826	74	43	sense	sense	NOUN
fcis-14826	74	44	.	.	PUNCT
fcis-14826	75	1	on	on	ADP
fcis-14826	75	2	the	the	DET
fcis-14826	75	3	contrary	contrary	NOUN
fcis-14826	75	4	,	,	PUNCT
fcis-14826	75	5	such	such	ADJ
fcis-14826	75	6	negative	negative	ADJ
fcis-14826	75	7	emotions	emotion	NOUN
fcis-14826	75	8	can	can	AUX
fcis-14826	75	9	hardly	hardly	ADV
fcis-14826	75	10	be	be	AUX
fcis-14826	75	11	aroused	arouse	VERB
fcis-14826	75	12	by	by	ADP
fcis-14826	75	13	real	real	ADJ
fcis-14826	75	14	news	news	NOUN
fcis-14826	75	15	,	,	PUNCT
fcis-14826	75	16	as	as	SCONJ
fcis-14826	75	17	the	the	DET
fcis-14826	75	18	reports	report	NOUN
fcis-14826	75	19	of	of	ADP
fcis-14826	75	20	these	these	DET
fcis-14826	75	21	news	news	NOUN
fcis-14826	75	22	are	be	AUX
fcis-14826	75	23	more	more	ADV
fcis-14826	75	24	consistent	consistent	ADJ
fcis-14826	75	25	with	with	ADP
fcis-14826	75	26	the	the	DET
fcis-14826	75	27	public	public	NOUN
fcis-14826	75	28	's	's	PART
fcis-14826	75	29	perception	perception	NOUN
fcis-14826	75	30	in	in	ADP
fcis-14826	75	31	most	most	ADJ
fcis-14826	75	32	cases	case	NOUN
fcis-14826	75	33	.	.	PUNCT
fcis-14826	76	1	therefore	therefore	ADV
fcis-14826	76	2	,	,	PUNCT
fcis-14826	76	3	the	the	DET
fcis-14826	76	4	weakness	weakness	NOUN
fcis-14826	76	5	of	of	ADP
fcis-14826	76	6	stance	stance	NOUN
fcis-14826	76	7	-	-	PUNCT
fcis-14826	76	8	semantic	semantic	ADJ
fcis-14826	76	9	based	base	VERB
fcis-14826	76	10	model	model	NOUN
fcis-14826	76	11	in	in	ADP
fcis-14826	76	12	stance	stance	NOUN
fcis-14826	76	13	distortion	distortion	NOUN
fcis-14826	76	14	problems	problem	NOUN
fcis-14826	76	15	could	could	AUX
fcis-14826	76	16	be	be	AUX
fcis-14826	76	17	made	make	VERB
fcis-14826	76	18	up	up	ADP
fcis-14826	76	19	by	by	ADP
fcis-14826	76	20	extracting	extract	VERB
fcis-14826	76	21	and	and	CCONJ
fcis-14826	76	22	detecting	detect	VERB
fcis-14826	76	23	the	the	DET
fcis-14826	76	24	emotional	emotional	ADJ
fcis-14826	76	25	features	feature	NOUN
fcis-14826	76	26	of	of	ADP
fcis-14826	76	27	both	both	DET
fcis-14826	76	28	news	news	NOUN
fcis-14826	76	29	texts	text	NOUN
fcis-14826	76	30	and	and	CCONJ
fcis-14826	76	31	comments	comment	NOUN
fcis-14826	76	32	.	.	PUNCT
fcis-14826	77	1	based	base	VERB
fcis-14826	77	2	on	on	ADP
fcis-14826	77	3	this	this	PRON
fcis-14826	77	4	,	,	PUNCT
fcis-14826	77	5	we	we	PRON
fcis-14826	77	6	introduce	introduce	VERB
fcis-14826	77	7	the	the	DET
fcis-14826	77	8	dual	dual	ADJ
fcis-14826	77	9	emotion	emotion	NOUN
fcis-14826	77	10	information	information	NOUN
fcis-14826	77	11	module	module	NOUN
fcis-14826	77	12	to	to	PART
fcis-14826	77	13	describe	describe	VERB
fcis-14826	77	14	news	news	NOUN
fcis-14826	77	15	and	and	CCONJ
fcis-14826	77	16	comment	comment	NOUN
fcis-14826	77	17	sentiment	sentiment	NOUN
fcis-14826	77	18	.	.	PUNCT
fcis-14826	78	1	as	as	SCONJ
fcis-14826	78	2	shown	show	VERB
fcis-14826	78	3	in	in	ADP
fcis-14826	78	4	fig	fig	NOUN
fcis-14826	78	5	.	.	PUNCT
fcis-14826	79	1	3	3	NUM
fcis-14826	79	2	,	,	PUNCT
fcis-14826	79	3	it	it	PRON
fcis-14826	79	4	is	be	AUX
fcis-14826	79	5	made	make	VERB
fcis-14826	79	6	up	up	ADP
fcis-14826	79	7	of	of	ADP
fcis-14826	79	8	three	three	NUM
fcis-14826	79	9	various	various	ADJ
fcis-14826	79	10	components	component	NOUN
fcis-14826	79	11	:	:	PUNCT
fcis-14826	79	12	the	the	DET
fcis-14826	79	13	news	news	NOUN
fcis-14826	79	14	text	text	NOUN
fcis-14826	79	15	emotion	emotion	NOUN
fcis-14826	79	16	emo	emo	NOUN
fcis-14826	79	17	,	,	PUNCT
fcis-14826	79	18	reader	reader	NOUN
fcis-14826	79	19	emotion	emotion	NOUN
fcis-14826	79	20	emo	emo	NOUN
fcis-14826	79	21	,	,	PUNCT
fcis-14826	79	22	and	and	CCONJ
fcis-14826	79	23	their	their	PRON
fcis-14826	79	24	emotional	emotional	ADJ
fcis-14826	79	25	difference	difference	NOUN
fcis-14826	79	26	.	.	PUNCT
fcis-14826	80	1	among	among	ADP
fcis-14826	80	2	them	they	PRON
fcis-14826	80	3	,	,	PUNCT
fcis-14826	80	4	news	news	NOUN
fcis-14826	80	5	text	text	NOUN
fcis-14826	80	6	emotion	emotion	NOUN
fcis-14826	80	7	emo	emo	NOUN
fcis-14826	80	8	is	be	AUX
fcis-14826	80	9	used	use	VERB
fcis-14826	80	10	to	to	PART
fcis-14826	80	11	describe	describe	VERB
fcis-14826	80	12	the	the	DET
fcis-14826	80	13	writing	writing	NOUN
fcis-14826	80	14	sentiment	sentiment	NOUN
fcis-14826	80	15	of	of	ADP
fcis-14826	80	16	the	the	DET
fcis-14826	80	17	news	news	NOUN
fcis-14826	80	18	subject	subject	NOUN
fcis-14826	80	19	,	,	PUNCT
fcis-14826	80	20	reader	reader	NOUN
fcis-14826	80	21	emotion	emotion	NOUN
fcis-14826	80	22	emo	emo	NOUN
fcis-14826	80	23	refers	refer	VERB
fcis-14826	80	24	to	to	ADP
fcis-14826	80	25	the	the	DET
fcis-14826	80	26	overall	overall	ADJ
fcis-14826	80	27	sentiment	sentiment	NOUN
fcis-14826	80	28	of	of	ADP
fcis-14826	80	29	all	all	DET
fcis-14826	80	30	reader	reader	NOUN
fcis-14826	80	31	comments	comment	NOUN
fcis-14826	80	32	,	,	PUNCT
fcis-14826	80	33	emotional	emotional	ADJ
fcis-14826	80	34	difference	difference	NOUN
fcis-14826	80	35	emo	emo	NOUN
fcis-14826	80	36	is	be	AUX
fcis-14826	80	37	used	use	VERB
fcis-14826	80	38	to	to	PART
fcis-14826	80	39	indicate	indicate	VERB
fcis-14826	80	40	the	the	DET
fcis-14826	80	41	emotional	emotional	ADJ
fcis-14826	80	42	difference	difference	NOUN
fcis-14826	80	43	between	between	ADP
fcis-14826	80	44	readers	reader	NOUN
fcis-14826	80	45	and	and	CCONJ
fcis-14826	80	46	news	news	NOUN
fcis-14826	80	47	publishers	publisher	NOUN
fcis-14826	80	48	and	and	CCONJ
fcis-14826	80	49	it	it	PRON
fcis-14826	80	50	is	be	AUX
fcis-14826	80	51	an	an	DET
fcis-14826	80	52	indicator	indicator	NOUN
fcis-14826	80	53	used	use	VERB
fcis-14826	80	54	to	to	PART
fcis-14826	80	55	indicate	indicate	VERB
fcis-14826	80	56	whether	whether	SCONJ
fcis-14826	80	57	a	a	DET
fcis-14826	80	58	negative	negative	ADJ
fcis-14826	80	59	emotion	emotion	NOUN
fcis-14826	80	60	is	be	AUX
fcis-14826	80	61	generated	generate	VERB
fcis-14826	80	62	,	,	PUNCT
fcis-14826	80	63	because	because	SCONJ
fcis-14826	80	64	readers	reader	NOUN
fcis-14826	80	65	would	would	AUX
fcis-14826	80	66	likely	likely	ADV
fcis-14826	80	67	have	have	VERB
fcis-14826	80	68	negative	negative	ADJ
fcis-14826	80	69	emotions	emotion	NOUN
fcis-14826	80	70	after	after	ADP
fcis-14826	80	71	reading	read	VERB
fcis-14826	80	72	fake	fake	ADJ
fcis-14826	80	73	news	news	NOUN
fcis-14826	80	74	,	,	PUNCT
fcis-14826	80	75	and	and	CCONJ
fcis-14826	80	76	their	their	PRON
fcis-14826	80	77	emotions	emotion	NOUN
fcis-14826	80	78	may	may	AUX
fcis-14826	80	79	gradually	gradually	ADV
fcis-14826	80	80	lose	lose	VERB
fcis-14826	80	81	resonance	resonance	NOUN
fcis-14826	80	82	with	with	ADP
fcis-14826	80	83	the	the	DET
fcis-14826	80	84	emotions	emotion	NOUN
fcis-14826	80	85	of	of	ADP
fcis-14826	80	86	the	the	DET
fcis-14826	80	87	news	news	NOUN
fcis-14826	80	88	content	content	NOUN
fcis-14826	80	89	.	.	PUNCT
fcis-14826	81	1	the	the	DET
fcis-14826	81	2	extraction	extraction	NOUN
fcis-14826	81	3	methods	method	NOUN
fcis-14826	81	4	of	of	ADP
fcis-14826	81	5	the	the	DET
fcis-14826	81	6	three	three	NUM
fcis-14826	81	7	various	various	ADJ
fcis-14826	81	8	components	component	NOUN
fcis-14826	81	9	in	in	ADP
fcis-14826	81	10	dual	dual	ADJ
fcis-14826	81	11	emotion	emotion	NOUN
fcis-14826	81	12	information	information	NOUN
fcis-14826	81	13	emo	emo	NOUN
fcis-14826	81	14	will	will	AUX
fcis-14826	81	15	be	be	AUX
fcis-14826	81	16	introduced	introduce	VERB
fcis-14826	81	17	in	in	ADP
fcis-14826	81	18	this	this	DET
fcis-14826	81	19	section	section	NOUN
fcis-14826	81	20	.	.	PUNCT
fcis-14826	82	1	2.3.1	2.3.1	NUM
fcis-14826	82	2	.	.	PUNCT
fcis-14826	82	3	news	news	NOUN
fcis-14826	82	4	text	text	NOUN
fcis-14826	82	5	emotion	emotion	NOUN
fcis-14826	82	6	.	.	PUNCT
fcis-14826	83	1	news	news	NOUN
fcis-14826	83	2	text	text	NOUN
fcis-14826	83	3	emotion	emotion	NOUN
fcis-14826	83	4	emo	emo	NOUN
fcis-14826	83	5	refers	refer	VERB
fcis-14826	83	6	to	to	ADP
fcis-14826	83	7	the	the	DET
fcis-14826	83	8	emotion	emotion	NOUN
fcis-14826	83	9	that	that	SCONJ
fcis-14826	83	10	the	the	DET
fcis-14826	83	11	author	author	NOUN
fcis-14826	83	12	reveals	reveal	VERB
fcis-14826	83	13	or	or	CCONJ
fcis-14826	83	14	wants	want	VERB
fcis-14826	83	15	to	to	PART
fcis-14826	83	16	express	express	VERB
fcis-14826	83	17	when	when	SCONJ
fcis-14826	83	18	compiling	compile	VERB
fcis-14826	83	19	the	the	DET
fcis-14826	83	20	text	text	NOUN
fcis-14826	83	21	.	.	PUNCT
fcis-14826	84	1	in	in	ADP
fcis-14826	84	2	this	this	DET
fcis-14826	84	3	paper	paper	NOUN
fcis-14826	84	4	such	such	ADJ
fcis-14826	84	5	emotion	emotion	NOUN
fcis-14826	84	6	signal	signal	NOUN
fcis-14826	84	7	is	be	AUX
fcis-14826	84	8	composed	compose	VERB
fcis-14826	84	9	of	of	ADP
fcis-14826	84	10	three	three	NUM
fcis-14826	84	11	different	different	ADJ
fcis-14826	84	12	coarse	coarse	NOUN
fcis-14826	84	13	-	-	PUNCT
fcis-14826	84	14	grained	grain	VERB
fcis-14826	84	15	features	feature	NOUN
fcis-14826	84	16	:	:	PUNCT
fcis-14826	84	17	word	word	NOUN
fcis-14826	84	18	-	-	PUNCT
fcis-14826	84	19	level	level	NOUN
fcis-14826	84	20	features	feature	NOUN
fcis-14826	84	21	(	(	PUNCT
fcis-14826	84	22	lexical	lexical	ADJ
fcis-14826	84	23	sentiment	sentiment	NOUN
fcis-14826	84	24	score	score	NOUN
fcis-14826	84	25	emo	emo	NOUN
fcis-14826	84	26	,	,	PUNCT
fcis-14826	84	27	sentiment	sentiment	NOUN
fcis-14826	84	28	magnitude	magnitude	NOUN
fcis-14826	84	29	emo	emo	NOUN
fcis-14826	84	30	)	)	PUNCT
fcis-14826	84	31	,	,	PUNCT
fcis-14826	84	32	content	content	NOUN
fcis-14826	84	33	-	-	PUNCT
fcis-14826	84	34	level	level	NOUN
fcis-14826	84	35	features	feature	NOUN
fcis-14826	84	36	(	(	PUNCT
fcis-14826	84	37	general	general	ADJ
fcis-14826	84	38	sentiment	sentiment	NOUN
fcis-14826	84	39	sem	sem	NOUN
fcis-14826	84	40	,	,	PUNCT
fcis-14826	84	41	general	general	ADJ
fcis-14826	84	42	semantic	semantic	ADJ
fcis-14826	84	43	value	value	NOUN
fcis-14826	84	44	emo	emo	NOUN
fcis-14826	84	45	)	)	PUNCT
fcis-14826	84	46	,	,	PUNCT
fcis-14826	84	47	and	and	CCONJ
fcis-14826	84	48	auxiliary	auxiliary	ADJ
fcis-14826	84	49	features	feature	NOUN
fcis-14826	84	50	(	(	PUNCT
fcis-14826	84	51	latent	latent	NOUN
fcis-14826	84	52	sentiment	sentiment	NOUN
fcis-14826	84	53	information	information	NOUN
fcis-14826	84	54	emo	emo	NOUN
fcis-14826	84	55	)	)	PUNCT
fcis-14826	84	56	.	.	PUNCT
fcis-14826	85	1	word	word	NOUN
fcis-14826	85	2	-	-	PUNCT
fcis-14826	85	3	level	level	NOUN
fcis-14826	85	4	features	feature	NOUN
fcis-14826	85	5	include	include	VERB
fcis-14826	85	6	lexical	lexical	ADJ
fcis-14826	85	7	sentiment	sentiment	NOUN
fcis-14826	85	8	score	score	NOUN
fcis-14826	85	9	emo	emo	NOUN
fcis-14826	85	10	and	and	CCONJ
fcis-14826	85	11	sentiment	sentiment	NOUN
fcis-14826	85	12	magnitude	magnitude	NOUN
fcis-14826	85	13	emo	emo	NOUN
fcis-14826	85	14	.	.	PUNCT
fcis-14826	86	1	the	the	DET
fcis-14826	86	2	former	former	ADJ
fcis-14826	86	3	is	be	AUX
fcis-14826	86	4	used	use	VERB
fcis-14826	86	5	to	to	PART
fcis-14826	86	6	represent	represent	VERB
fcis-14826	86	7	the	the	DET
fcis-14826	86	8	type	type	NOUN
fcis-14826	86	9	of	of	ADP
fcis-14826	86	10	sentiment	sentiment	NOUN
fcis-14826	86	11	words	word	NOUN
fcis-14826	86	12	in	in	ADP
fcis-14826	86	13	the	the	DET
fcis-14826	86	14	text	text	NOUN
fcis-14826	86	15	,	,	PUNCT
fcis-14826	86	16	and	and	CCONJ
fcis-14826	86	17	the	the	DET
fcis-14826	86	18	latter	latter	ADJ
fcis-14826	86	19	reflects	reflect	VERB
fcis-14826	86	20	the	the	DET
fcis-14826	86	21	intensity	intensity	NOUN
fcis-14826	86	22	of	of	ADP
fcis-14826	86	23	related	related	ADJ
fcis-14826	86	24	sentiment	sentiment	NOUN
fcis-14826	86	25	words	word	NOUN
fcis-14826	86	26	.	.	PUNCT
fcis-14826	87	1	to	to	PART
fcis-14826	87	2	capture	capture	VERB
fcis-14826	87	3	such	such	ADJ
fcis-14826	87	4	two	two	NUM
fcis-14826	87	5	features	feature	NOUN
fcis-14826	87	6	,	,	PUNCT
fcis-14826	87	7	the	the	DET
fcis-14826	87	8	emotion	emotion	NOUN
fcis-14826	87	9	lexicon	lexicon	NOUN
fcis-14826	87	10	is	be	AUX
fcis-14826	87	11	introduced	introduce	VERB
fcis-14826	87	12	.	.	PUNCT
fcis-14826	88	1	it	it	PRON
fcis-14826	88	2	is	be	AUX
fcis-14826	88	3	a	a	DET
fcis-14826	88	4	dictionary	dictionary	NOUN
fcis-14826	88	5	containing	contain	VERB
fcis-14826	88	6	different	different	ADJ
fcis-14826	88	7	sentiment	sentiment	NOUN
fcis-14826	88	8	words	word	NOUN
fcis-14826	88	9	,	,	PUNCT
fcis-14826	88	10	where	where	SCONJ
fcis-14826	88	11	the	the	DET
fcis-14826	88	12	sentiment	sentiment	NOUN
fcis-14826	88	13	categories	category	NOUN
fcis-14826	88	14	and	and	CCONJ
fcis-14826	88	15	intensities	intensity	NOUN
fcis-14826	88	16	of	of	ADP
fcis-14826	88	17	these	these	DET
fcis-14826	88	18	sentiment	sentiment	NOUN
fcis-14826	88	19	words	word	NOUN
fcis-14826	88	20	are	be	AUX
fcis-14826	88	21	manually	manually	ADV
fcis-14826	88	22	labeled	label	VERB
fcis-14826	88	23	by	by	ADP
fcis-14826	88	24	experts	expert	NOUN
fcis-14826	88	25	.	.	PUNCT
fcis-14826	89	1	by	by	ADP
fcis-14826	89	2	tagging	tag	VERB
fcis-14826	89	3	emotional	emotional	ADJ
fcis-14826	89	4	words	word	NOUN
fcis-14826	89	5	present	present	ADJ
fcis-14826	89	6	in	in	ADP
fcis-14826	89	7	news	news	NOUN
fcis-14826	89	8	content	content	NOUN
fcis-14826	89	9	,	,	PUNCT
fcis-14826	89	10	we	we	PRON
fcis-14826	89	11	can	can	AUX
fcis-14826	89	12	extract	extract	VERB
fcis-14826	89	13	the	the	DET
fcis-14826	89	14	word	word	NOUN
fcis-14826	89	15	-	-	PUNCT
fcis-14826	89	16	level	level	NOUN
fcis-14826	89	17	feature	feature	NOUN
fcis-14826	89	18	of	of	ADP
fcis-14826	89	19	news	news	NOUN
fcis-14826	89	20	content	content	NOUN
fcis-14826	89	21	.	.	PUNCT
fcis-14826	90	1	here	here	ADV
fcis-14826	90	2	,	,	PUNCT
fcis-14826	90	3	we	we	PRON
fcis-14826	90	4	assume	assume	VERB
fcis-14826	90	5	that	that	SCONJ
fcis-14826	90	6	the	the	DET
fcis-14826	90	7	sentiment	sentiment	NOUN
fcis-14826	90	8	dictionary	dictionary	NOUN
fcis-14826	90	9	we	we	PRON
fcis-14826	90	10	use	use	VERB
fcis-14826	90	11	contains	contain	VERB
fcis-14826	90	12	d	d	X
fcis-14826	90	13	different	different	ADJ
fcis-14826	90	14	types	type	NOUN
fcis-14826	90	15	of	of	ADP
fcis-14826	90	16	sentiments	sentiment	NOUN
fcis-14826	90	17	,	,	PUNCT
fcis-14826	90	18	and	and	CCONJ
fcis-14826	90	19	the	the	DET
fcis-14826	90	20	full	full	ADJ
fcis-14826	90	21	set	set	NOUN
fcis-14826	90	22	of	of	ADP
fcis-14826	90	23	sentiments	sentiment	NOUN
fcis-14826	90	24	can	can	AUX
fcis-14826	90	25	be	be	AUX
fcis-14826	90	26	expressed	express	VERB
fcis-14826	90	27	as	as	ADP
fcis-14826	90	28	e	e	PROPN
fcis-14826	90	29	e	e	X
fcis-14826	90	30	,	,	PUNCT
fcis-14826	90	31	e	e	X
fcis-14826	90	32	,	,	PUNCT
fcis-14826	90	33	…	…	PUNCT
fcis-14826	90	34	,	,	PUNCT
fcis-14826	91	1	e	e	X
fcis-14826	91	2	.	.	PUNCT
fcis-14826	92	1	in	in	ADP
fcis-14826	92	2	addition	addition	NOUN
fcis-14826	92	3	,	,	PUNCT
fcis-14826	92	4	a	a	DET
fcis-14826	92	5	specific	specific	ADJ
fcis-14826	92	6	emotion	emotion	NOUN
fcis-14826	92	7	∈	∈	NOUN
fcis-14826	92	8	corresponds	correspond	VERB
fcis-14826	92	9	to	to	ADP
fcis-14826	92	10	its	its	PRON
fcis-14826	92	11	emotion	emotion	NOUN
fcis-14826	92	12	thesaurus	thesaurus	NOUN
fcis-14826	92	13	,	,	PUNCT
fcis-14826	92	14	,	,	PUNCT
fcis-14826	92	15	,	,	PUNCT
fcis-14826	92	16	,	,	PUNCT
fcis-14826	92	17	…	…	PUNCT
fcis-14826	92	18	,	,	PUNCT
fcis-14826	92	19	,	,	PUNCT
fcis-14826	92	20	,	,	PUNCT
fcis-14826	92	21	where	where	SCONJ
fcis-14826	92	22	w	w	NOUN
fcis-14826	92	23	,	,	PUNCT
fcis-14826	92	24	is	be	AUX
fcis-14826	92	25	the	the	DET
fcis-14826	92	26	i	i	PROPN
fcis-14826	92	27	emotional	emotional	ADJ
fcis-14826	92	28	word	word	NOUN
fcis-14826	92	29	in	in	ADP
fcis-14826	92	30	thesaurus	thesaurus	NOUN
fcis-14826	92	31	and	and	CCONJ
fcis-14826	92	32	l	l	NOUN
fcis-14826	92	33	refers	refer	VERB
fcis-14826	92	34	to	to	ADP
fcis-14826	92	35	the	the	DET
fcis-14826	92	36	number	number	NOUN
fcis-14826	92	37	of	of	ADP
fcis-14826	92	38	vocabularies	vocabulary	NOUN
fcis-14826	92	39	that	that	PRON
fcis-14826	92	40	the	the	DET
fcis-14826	92	41	thesaurus	thesaurus	NOUN
fcis-14826	92	42	holds	hold	VERB
fcis-14826	92	43	.	.	PUNCT
fcis-14826	93	1	the	the	DET
fcis-14826	93	2	lexical	lexical	ADJ
fcis-14826	93	3	sentiment	sentiment	NOUN
fcis-14826	93	4	score	score	NOUN
fcis-14826	93	5	emo	emo	NOUN
fcis-14826	93	6	of	of	ADP
fcis-14826	93	7	a	a	DET
fcis-14826	93	8	piece	piece	NOUN
fcis-14826	93	9	of	of	ADP
fcis-14826	93	10	text	text	NOUN
fcis-14826	93	11	t	t	NOUN
fcis-14826	93	12	can	can	AUX
fcis-14826	93	13	be	be	AUX
fcis-14826	93	14	given	give	VERB
fcis-14826	93	15	by	by	ADP
fcis-14826	93	16	splicing	splice	VERB
fcis-14826	93	17	the	the	DET
fcis-14826	93	18	scores	score	NOUN
fcis-14826	93	19	of	of	ADP
fcis-14826	93	20	different	different	ADJ
fcis-14826	93	21	sentiments	sentiment	NOUN
fcis-14826	93	22	,	,	PUNCT
fcis-14826	93	23	and	and	CCONJ
fcis-14826	93	24	one	one	NUM
fcis-14826	93	25	sentiment	sentiment	NOUN
fcis-14826	93	26	score	score	NOUN
fcis-14826	93	27	can	can	AUX
fcis-14826	93	28	be	be	AUX
fcis-14826	93	29	given	give	VERB
fcis-14826	93	30	by	by	ADP
fcis-14826	93	31	summing	sum	VERB
fcis-14826	93	32	the	the	DET
fcis-14826	93	33	scores	score	NOUN
fcis-14826	93	34	of	of	ADP
fcis-14826	93	35	each	each	DET
fcis-14826	93	36	word	word	NOUN
fcis-14826	93	37	s	s	PART
fcis-14826	93	38	t	t	NOUN
fcis-14826	93	39	,	,	PUNCT
fcis-14826	93	40	e	e	X
fcis-14826	93	41	in	in	ADP
fcis-14826	93	42	the	the	DET
fcis-14826	93	43	corresponding	corresponding	ADJ
fcis-14826	93	44	emotional	emotional	ADJ
fcis-14826	93	45	thesaurus	thesaurus	NOUN
fcis-14826	93	46	.	.	PUNCT
fcis-14826	94	1	here	here	ADV
fcis-14826	94	2	,	,	PUNCT
fcis-14826	94	3	t	t	PROPN
fcis-14826	94	4	is	be	AUX
fcis-14826	94	5	the	the	DET
fcis-14826	94	6	j	j	PROPN
fcis-14826	94	7	word	word	NOUN
fcis-14826	94	8	of	of	ADP
fcis-14826	94	9	text	text	NOUN
fcis-14826	94	10	t.	t.	NOUN
fcis-14826	94	11	to	to	PART
fcis-14826	94	12	give	give	VERB
fcis-14826	94	13	a	a	DET
fcis-14826	94	14	more	more	ADV
fcis-14826	94	15	accurate	accurate	ADJ
fcis-14826	94	16	word	word	NOUN
fcis-14826	94	17	score	score	NOUN
fcis-14826	94	18	,	,	PUNCT
fcis-14826	94	19	the	the	DET
fcis-14826	94	20	context	context	NOUN
fcis-14826	94	21	of	of	ADP
fcis-14826	94	22	the	the	DET
fcis-14826	94	23	j	j	PROPN
fcis-14826	94	24	word	word	NOUN
fcis-14826	94	25	must	must	AUX
fcis-14826	94	26	take	take	VERB
fcis-14826	94	27	into	into	ADP
fcis-14826	94	28	account	account	NOUN
fcis-14826	94	29	several	several	ADJ
fcis-14826	94	30	factors	factor	NOUN
fcis-14826	94	31	,	,	PUNCT
fcis-14826	94	32	including	include	VERB
fcis-14826	94	33	degree	degree	NOUN
fcis-14826	94	34	words	word	NOUN
fcis-14826	94	35	,	,	PUNCT
fcis-14826	94	36	negation	negation	NOUN
fcis-14826	94	37	words	word	NOUN
fcis-14826	94	38	,	,	PUNCT
fcis-14826	94	39	and	and	CCONJ
fcis-14826	94	40	the	the	DET
fcis-14826	94	41	frequency	frequency	NOUN
fcis-14826	94	42	of	of	ADP
fcis-14826	94	43	word	word	NOUN
fcis-14826	94	44	occurrences	occurrence	NOUN
fcis-14826	94	45	.	.	PUNCT
fcis-14826	95	1	thus	thus	ADV
fcis-14826	95	2	,	,	PUNCT
fcis-14826	95	3	given	give	VERB
fcis-14826	95	4	a	a	DET
fcis-14826	95	5	window	window	NOUN
fcis-14826	95	6	size	size	NOUN
fcis-14826	95	7	w	w	PROPN
fcis-14826	95	8	(	(	PUNCT
fcis-14826	95	9	suppose	suppose	VERB
fcis-14826	95	10	that	that	SCONJ
fcis-14826	95	11	only	only	ADV
fcis-14826	95	12	the	the	DET
fcis-14826	95	13	left	left	ADJ
fcis-14826	95	14	context	context	NOUN
fcis-14826	95	15	is	be	AUX
fcis-14826	95	16	considered	consider	VERB
fcis-14826	95	17	when	when	SCONJ
fcis-14826	95	18	scoring	scoring	NOUN
fcis-14826	95	19	,	,	PUNCT
fcis-14826	95	20	that	that	ADV
fcis-14826	95	21	is	is	ADV
fcis-14826	95	22	,	,	PUNCT
fcis-14826	95	23	the	the	DET
fcis-14826	95	24	w	w	PROPN
fcis-14826	95	25	words	word	NOUN
fcis-14826	95	26	to	to	ADP
fcis-14826	95	27	the	the	DET
fcis-14826	95	28	left	left	NOUN
fcis-14826	95	29	of	of	ADP
fcis-14826	95	30	the	the	DET
fcis-14826	95	31	j	j	PROPN
fcis-14826	95	32	word	word	NOUN
fcis-14826	95	33	)	)	PUNCT
fcis-14826	95	34	,	,	PUNCT
fcis-14826	95	35	the	the	DET
fcis-14826	95	36	score	score	NOUN
fcis-14826	95	37	of	of	ADP
fcis-14826	95	38	each	each	DET
fcis-14826	95	39	score	score	NOUN
fcis-14826	95	40	s	s	ADP
fcis-14826	95	41	t	t	NOUN
fcis-14826	95	42	,	,	PUNCT
fcis-14826	95	43	e	e	PROPN
fcis-14826	95	44	can	can	AUX
fcis-14826	95	45	be	be	AUX
fcis-14826	95	46	calculated	calculate	VERB
fcis-14826	95	47	from	from	ADP
fcis-14826	95	48	formula	formula	NOUN
fcis-14826	95	49	1	1	NUM
fcis-14826	95	50	:	:	PUNCT
fcis-14826	95	51	,	,	PUNCT
fcis-14826	95	52	∗	∗	NOUN
fcis-14826	95	53	,	,	PUNCT
fcis-14826	95	54	∗	∗	NOUN
fcis-14826	95	55	,	,	PUNCT
fcis-14826	95	56	(	(	PUNCT
fcis-14826	95	57	1	1	X
fcis-14826	95	58	)	)	PUNCT
fcis-14826	95	59	in	in	ADP
fcis-14826	95	60	formula	formula	NOUN
fcis-14826	95	61	1	1	NUM
fcis-14826	95	62	,	,	PUNCT
fcis-14826	95	63	is	be	AUX
fcis-14826	95	64	a	a	DET
fcis-14826	95	65	matching	matching	NOUN
fcis-14826	95	66	value	value	NOUN
fcis-14826	95	67	(	(	PUNCT
fcis-14826	95	68	formula	formula	NOUN
fcis-14826	95	69	2	2	NUM
fcis-14826	95	70	)	)	PUNCT
fcis-14826	95	71	,	,	PUNCT
fcis-14826	95	72	which	which	PRON
fcis-14826	95	73	represents	represent	VERB
fcis-14826	95	74	whether	whether	SCONJ
fcis-14826	95	75	the	the	DET
fcis-14826	95	76	word	word	NOUN
fcis-14826	95	77	is	be	AUX
fcis-14826	95	78	in	in	ADP
fcis-14826	95	79	thesaurus	thesaurus	NOUN
fcis-14826	95	80	.while	.while	ADV
fcis-14826	95	81	neg	neg	VERB
fcis-14826	95	82	,	,	PUNCT
fcis-14826	95	83	w	w	NOUN
fcis-14826	95	84	and	and	CCONJ
fcis-14826	95	85	deg	deg	PROPN
fcis-14826	95	86	,	,	PUNCT
fcis-14826	95	87	w	w	PROPN
fcis-14826	95	88	represent	represent	VERB
fcis-14826	95	89	the	the	DET
fcis-14826	95	90	negation	negation	NOUN
fcis-14826	95	91	amount	amount	NOUN
fcis-14826	95	92	(	(	PUNCT
fcis-14826	95	93	formula	formula	NOUN
fcis-14826	95	94	3	3	NUM
fcis-14826	95	95	)	)	PUNCT
fcis-14826	95	96	and	and	CCONJ
fcis-14826	95	97	the	the	DET
fcis-14826	95	98	degree	degree	NOUN
fcis-14826	95	99	amount	amount	NOUN
fcis-14826	95	100	(	(	PUNCT
fcis-14826	95	101	formula	formula	NOUN
fcis-14826	95	102	4	4	NUM
fcis-14826	95	103	)	)	PUNCT
fcis-14826	95	104	in	in	ADP
fcis-14826	95	105	the	the	DET
fcis-14826	95	106	window	window	NOUN
fcis-14826	95	107	,	,	PUNCT
fcis-14826	95	108	respectively	respectively	ADV
fcis-14826	95	109	.	.	PUNCT
fcis-14826	96	1	1	1	NUM
fcis-14826	96	2	,	,	PUNCT
fcis-14826	96	3	∈	∈	PROPN
fcis-14826	96	4	0	0	NUM
fcis-14826	96	5	,	,	PUNCT
fcis-14826	96	6	(	(	PUNCT
fcis-14826	96	7	2	2	NUM
fcis-14826	96	8	)	)	PUNCT
fcis-14826	96	9	,	,	PUNCT
fcis-14826	96	10	∏	∏	X
fcis-14826	96	11	(	(	PUNCT
fcis-14826	96	12	3	3	NUM
fcis-14826	96	13	)	)	PUNCT
fcis-14826	96	14	deg	deg	NOUN
fcis-14826	96	15	,	,	PUNCT
fcis-14826	96	16	w	w	PROPN
fcis-14826	96	17	∏	∏	PROPN
fcis-14826	96	18	deg	deg	X
fcis-14826	96	19	(	(	PUNCT
fcis-14826	96	20	4	4	NUM
fcis-14826	96	21	)	)	PUNCT
fcis-14826	96	22	therefore	therefore	ADV
fcis-14826	96	23	,	,	PUNCT
fcis-14826	96	24	for	for	ADP
fcis-14826	96	25	the	the	DET
fcis-14826	96	26	whole	whole	ADJ
fcis-14826	96	27	text	text	NOUN
fcis-14826	96	28	,	,	PUNCT
fcis-14826	96	29	the	the	DET
fcis-14826	96	30	score	score	NOUN
fcis-14826	96	31	of	of	ADP
fcis-14826	96	32	a	a	DET
fcis-14826	96	33	certain	certain	ADJ
fcis-14826	96	34	emotion	emotion	NOUN
fcis-14826	96	35	,	,	PUNCT
fcis-14826	96	36	can	can	AUX
fcis-14826	96	37	be	be	AUX
fcis-14826	96	38	obtained	obtain	VERB
fcis-14826	96	39	by	by	ADP
fcis-14826	96	40	formula	formula	NOUN
fcis-14826	96	41	5	5	NUM
fcis-14826	96	42	:	:	PUNCT
fcis-14826	96	43	,	,	PUNCT
fcis-14826	96	44	∑	∑	PUNCT
fcis-14826	96	45	,	,	PUNCT
fcis-14826	96	46	,	,	PUNCT
fcis-14826	96	47	∀	∀	X
fcis-14826	96	48	∈	∈	NOUN
fcis-14826	96	49	(	(	PUNCT
fcis-14826	96	50	5	5	NUM
fcis-14826	96	51	)	)	PUNCT
fcis-14826	96	52	finally	finally	ADV
fcis-14826	96	53	,	,	PUNCT
fcis-14826	96	54	all	all	DET
fcis-14826	96	55	sentiment	sentiment	NOUN
fcis-14826	96	56	scores	score	NOUN
fcis-14826	96	57	are	be	AUX
fcis-14826	96	58	concatenated	concatenate	VERB
fcis-14826	96	59	to	to	PART
fcis-14826	96	60	obtain	obtain	VERB
fcis-14826	96	61	the	the	DET
fcis-14826	96	62	lexical	lexical	ADJ
fcis-14826	96	63	sentiment	sentiment	NOUN
fcis-14826	96	64	score	score	NOUN
fcis-14826	96	65	,	,	PUNCT
fcis-14826	96	66	as	as	SCONJ
fcis-14826	96	67	shown	show	VERB
fcis-14826	96	68	in	in	ADP
fcis-14826	96	69	equation	equation	NOUN
fcis-14826	96	70	6	6	NUM
fcis-14826	96	71	,	,	PUNCT
fcis-14826	96	72	where	where	SCONJ
fcis-14826	96	73	⊕	⊕	PROPN
fcis-14826	96	74	refers	refer	VERB
fcis-14826	96	75	to	to	ADP
fcis-14826	96	76	the	the	DET
fcis-14826	96	77	concatenation	concatenation	NOUN
fcis-14826	96	78	operator	operator	NOUN
fcis-14826	96	79	and	and	CCONJ
fcis-14826	96	80	∈	∈	PROPN
fcis-14826	96	81			PROPN
fcis-14826	96	82	.	.	PUNCT
fcis-14826	97	1	,	,	PUNCT
fcis-14826	97	2	⊕	⊕	PROPN
fcis-14826	97	3	,	,	PUNCT
fcis-14826	97	4	⊕	⊕	PROPN
fcis-14826	97	5	…	…	PUNCT
fcis-14826	97	6	⊕	⊕	PROPN
fcis-14826	97	7	,	,	PUNCT
fcis-14826	97	8	(	(	PUNCT
fcis-14826	97	9	6	6	NUM
fcis-14826	97	10	)	)	PUNCT
fcis-14826	97	11	as	as	ADP
fcis-14826	97	12	for	for	ADP
fcis-14826	97	13	sentiment	sentiment	NOUN
fcis-14826	97	14	magnitude	magnitude	NOUN
fcis-14826	97	15	,	,	PUNCT
fcis-14826	97	16	it	it	PRON
fcis-14826	97	17	is	be	AUX
fcis-14826	97	18	constructed	construct	VERB
fcis-14826	97	19	by	by	ADP
fcis-14826	97	20	splicing	splicing	NOUN
fcis-14826	97	21	magnitude	magnitude	NOUN
fcis-14826	97	22	score	score	NOUN
fcis-14826	97	23	vectors	vector	NOUN
fcis-14826	97	24	of	of	ADP
fcis-14826	97	25	various	various	ADJ
fcis-14826	97	26	emotions	emotion	NOUN
fcis-14826	97	27	in	in	ADP
fcis-14826	97	28	news	news	NOUN
fcis-14826	97	29	content	content	NOUN
fcis-14826	97	30	.	.	PUNCT
fcis-14826	98	1	for	for	ADP
fcis-14826	98	2	one	one	NUM
fcis-14826	98	3	certain	certain	ADJ
fcis-14826	98	4	sentiment	sentiment	NOUN
fcis-14826	98	5	of	of	ADP
fcis-14826	98	6	text	text	NOUN
fcis-14826	98	7	,	,	PUNCT
fcis-14826	98	8	we	we	PRON
fcis-14826	98	9	use	use	VERB
fcis-14826	98	10	the	the	DET
fcis-14826	98	11	same	same	ADJ
fcis-14826	98	12	method	method	NOUN
fcis-14826	98	13	as	as	SCONJ
fcis-14826	98	14	lexical	lexical	ADJ
fcis-14826	98	15	sentiment	sentiment	NOUN
fcis-14826	98	16	score	score	NOUN
fcis-14826	98	17	to	to	PART
fcis-14826	98	18	extract	extract	VERB
fcis-14826	98	19	sentiment	sentiment	NOUN
fcis-14826	98	20	scores	score	NOUN
fcis-14826	98	21	of	of	ADP
fcis-14826	98	22	words	word	NOUN
fcis-14826	98	23	,	,	PUNCT
fcis-14826	98	24	,	,	PUNCT
fcis-14826	98	25	but	but	CCONJ
fcis-14826	98	26	assign	assign	VERB
fcis-14826	98	27	strength	strength	NOUN
fcis-14826	98	28	weights	weight	NOUN
fcis-14826	98	29	to	to	ADP
fcis-14826	98	30	each	each	DET
fcis-14826	98	31	score	score	NOUN
fcis-14826	98	32	according	accord	VERB
fcis-14826	98	33	to	to	ADP
fcis-14826	98	34	the	the	DET
fcis-14826	98	35	sentiment	sentiment	NOUN
fcis-14826	98	36	thesaurus	thesaurus	NOUN
fcis-14826	98	37	,	,	PUNCT
fcis-14826	98	38	and	and	CCONJ
fcis-14826	98	39	then	then	ADV
fcis-14826	98	40	we	we	PRON
fcis-14826	98	41	obtain	obtain	VERB
fcis-14826	98	42	emotional	emotional	ADJ
fcis-14826	98	43	intensity	intensity	NOUN
fcis-14826	98	44	score	score	NOUN
fcis-14826	98	45	′	′	NOUN
fcis-14826	98	46	,	,	PUNCT
fcis-14826	98	47	as	as	SCONJ
fcis-14826	98	48	shown	show	VERB
fcis-14826	98	49	in	in	ADP
fcis-14826	98	50	the	the	DET
fcis-14826	98	51	following	follow	VERB
fcis-14826	98	52	formula	formula	NOUN
fcis-14826	98	53	7	7	NUM
fcis-14826	98	54	:	:	PUNCT
fcis-14826	98	55	,	,	PUNCT
fcis-14826	98	56	∑	∑	PROPN
fcis-14826	98	57	,	,	PUNCT
fcis-14826	98	58	∑	∑	ADV
fcis-14826	98	59	,	,	PUNCT
fcis-14826	98	60	∗	∗	NOUN
fcis-14826	98	61	int	int	NOUN
fcis-14826	98	62	,	,	PUNCT
fcis-14826	98	63	∀	∀	X
fcis-14826	98	64	∈	∈	NOUN
fcis-14826	98	65	(	(	PUNCT
fcis-14826	98	66	7	7	NUM
fcis-14826	98	67	)	)	PUNCT
fcis-14826	98	68	in	in	ADP
fcis-14826	98	69	formula	formula	NOUN
fcis-14826	98	70	7	7	NUM
fcis-14826	98	71	,	,	PUNCT
fcis-14826	98	72	int	int	PROPN
fcis-14826	98	73	t	t	PROPN
fcis-14826	98	74	represents	represent	VERB
fcis-14826	98	75	the	the	DET
fcis-14826	98	76	emotional	emotional	ADJ
fcis-14826	98	77	intensity	intensity	NOUN
fcis-14826	98	78	of	of	ADP
fcis-14826	98	79	the	the	DET
fcis-14826	98	80	word	word	NOUN
fcis-14826	98	81	in	in	ADP
fcis-14826	98	82	the	the	DET
fcis-14826	98	83	emotional	emotional	ADJ
fcis-14826	98	84	thesaurus	thesaurus	NOUN
fcis-14826	98	85	.	.	PUNCT
fcis-14826	99	1	if	if	SCONJ
fcis-14826	99	2	the	the	DET
fcis-14826	99	3	word	word	NOUN
fcis-14826	99	4	is	be	AUX
fcis-14826	99	5	not	not	PART
fcis-14826	99	6	included	include	VERB
fcis-14826	99	7	in	in	ADP
fcis-14826	99	8	the	the	DET
fcis-14826	99	9	thesaurus	thesaurus	NOUN
fcis-14826	99	10	,	,	PUNCT
fcis-14826	99	11	it	it	PRON
fcis-14826	99	12	is	be	AUX
fcis-14826	99	13	recorded	record	VERB
fcis-14826	99	14	as	as	ADP
fcis-14826	99	15	0	0	NUM
fcis-14826	99	16	.	.	PUNCT
fcis-14826	100	1	and	and	CCONJ
fcis-14826	100	2	sentiment	sentiment	NOUN
fcis-14826	100	3	magnitude	magnitude	NOUN
fcis-14826	100	4	can	can	AUX
fcis-14826	100	5	be	be	AUX
fcis-14826	100	6	obtained	obtain	VERB
fcis-14826	100	7	through	through	ADP
fcis-14826	100	8	concatenating	concatenate	VERB
fcis-14826	100	9	all	all	DET
fcis-14826	100	10	the	the	DET
fcis-14826	100	11	emotional	emotional	ADJ
fcis-14826	100	12	intensity	intensity	NOUN
fcis-14826	100	13	scores	score	NOUN
fcis-14826	100	14	from	from	ADP
fcis-14826	100	15	formula	formula	NOUN
fcis-14826	100	16	8	8	NUM
fcis-14826	100	17	:	:	SYM
fcis-14826	100	18	′	′	NUM
fcis-14826	100	19	,	,	PUNCT
fcis-14826	100	20	⊕	⊕	PROPN
fcis-14826	100	21	′	′	NUM
fcis-14826	100	22	,	,	PUNCT
fcis-14826	100	23	⊕	⊕	PROPN
fcis-14826	100	24	…	…	PUNCT
fcis-14826	100	25	⊕	⊕	PROPN
fcis-14826	100	26	′	′	NOUN
fcis-14826	100	27	,	,	PUNCT
fcis-14826	100	28	,	,	PUNCT
fcis-14826	100	29	∈	∈	PROPN
fcis-14826	100	30			PROPN
fcis-14826	100	31	(	(	PUNCT
fcis-14826	100	32	8)	8)	NUM
fcis-14826	100	33	content	content	NOUN
fcis-14826	100	34	-	-	PUNCT
fcis-14826	100	35	level	level	NOUN
fcis-14826	100	36	features	feature	NOUN
fcis-14826	100	37	are	be	AUX
fcis-14826	100	38	made	make	VERB
fcis-14826	100	39	up	up	ADP
fcis-14826	100	40	of	of	ADP
fcis-14826	100	41	general	general	ADJ
fcis-14826	100	42	semantic	semantic	ADJ
fcis-14826	100	43	and	and	CCONJ
fcis-14826	100	44	general	general	ADJ
fcis-14826	100	45	sentiment	sentiment	NOUN
fcis-14826	100	46	value	value	NOUN
fcis-14826	100	47	.	.	PUNCT
fcis-14826	101	1	the	the	DET
fcis-14826	101	2	general	general	ADJ
fcis-14826	101	3	semantic	semantic	PROPN
fcis-14826	101	4	describes	describe	VERB
fcis-14826	101	5	the	the	DET
fcis-14826	101	6	semantic	semantic	NOUN
fcis-14826	101	7	expressed	express	VERB
fcis-14826	101	8	in	in	ADP
fcis-14826	101	9	general	general	ADJ
fcis-14826	101	10	throughout	throughout	ADP
fcis-14826	101	11	the	the	DET
fcis-14826	101	12	passage	passage	NOUN
fcis-14826	101	13	,	,	PUNCT
fcis-14826	101	14	while	while	SCONJ
fcis-14826	101	15	general	general	ADJ
fcis-14826	101	16	sentiment	sentiment	NOUN
fcis-14826	101	17	value	value	NOUN
fcis-14826	101	18	represents	represent	VERB
fcis-14826	101	19	the	the	DET
fcis-14826	101	20	intensity	intensity	NOUN
fcis-14826	101	21	of	of	ADP
fcis-14826	101	22	the	the	DET
fcis-14826	101	23	overall	overall	ADJ
fcis-14826	101	24	sentiment	sentiment	NOUN
fcis-14826	101	25	of	of	ADP
fcis-14826	101	26	the	the	DET
fcis-14826	101	27	whole	whole	ADJ
fcis-14826	101	28	passage	passage	NOUN
fcis-14826	101	29	.	.	PUNCT
fcis-14826	102	1	as	as	ADP
fcis-14826	102	2	for	for	ADP
fcis-14826	102	3	general	general	ADJ
fcis-14826	102	4	semantic	semantic	NOUN
fcis-14826	102	5	reflects	reflect	VERB
fcis-14826	102	6	the	the	DET
fcis-14826	102	7	overall	overall	ADJ
fcis-14826	102	8	semantic	semantic	NOUN
fcis-14826	102	9	of	of	ADP
fcis-14826	102	10	the	the	DET
fcis-14826	102	11	news	news	NOUN
fcis-14826	102	12	content	content	NOUN
fcis-14826	102	13	,	,	PUNCT
fcis-14826	102	14	based	base	VERB
fcis-14826	102	15	on	on	ADP
fcis-14826	102	16	the	the	DET
fcis-14826	102	17	semantic	semantic	ADJ
fcis-14826	102	18	detector	detector	NOUN
fcis-14826	102	19	proposed	propose	VERB
fcis-14826	102	20	by	by	ADP
fcis-14826	102	21	nvidia	nvidia	PROPN
fcis-14826	102	22	[	[	X
fcis-14826	102	23	31	31	NUM
fcis-14826	102	24	]	]	PUNCT
fcis-14826	102	25	,	,	PUNCT
fcis-14826	102	26	it	it	PRON
fcis-14826	102	27	can	can	AUX
fcis-14826	102	28	be	be	AUX
fcis-14826	102	29	obtained	obtain	VERB
fcis-14826	102	30	by	by	ADP
fcis-14826	102	31	formula	formula	NOUN
fcis-14826	102	32	9	9	NUM
fcis-14826	102	33	:	:	PUNCT
fcis-14826	102	34	(	(	PUNCT
fcis-14826	102	35	9	9	X
fcis-14826	102	36	)	)	PUNCT
fcis-14826	102	37	in	in	ADP
fcis-14826	102	38	formula	formula	NOUN
fcis-14826	102	39	9	9	NUM
fcis-14826	102	40	,	,	PUNCT
fcis-14826	102	41	∈	∈	NOUN
fcis-14826	102	42			PROPN
fcis-14826	102	43	,	,	PUNCT
fcis-14826	102	44	where	where	SCONJ
fcis-14826	102	45	refers	refer	VERB
fcis-14826	102	46	to	to	ADP
fcis-14826	102	47	the	the	DET
fcis-14826	102	48	dimension	dimension	NOUN
fcis-14826	102	49	of	of	ADP
fcis-14826	102	50	the	the	DET
fcis-14826	102	51	semantic	semantic	ADJ
fcis-14826	102	52	detector	detector	NOUN
fcis-14826	102	53	output	output	NOUN
fcis-14826	102	54	.	.	PUNCT
fcis-14826	103	1	likewise	likewise	ADV
fcis-14826	103	2	,	,	PUNCT
fcis-14826	103	3	in	in	ADP
fcis-14826	103	4	order	order	NOUN
fcis-14826	103	5	to	to	PART
fcis-14826	103	6	measure	measure	VERB
fcis-14826	103	7	the	the	DET
fcis-14826	103	8	general	general	ADJ
fcis-14826	103	9	sentiment	sentiment	NOUN
fcis-14826	103	10	value	value	NOUN
fcis-14826	103	11	of	of	ADP
fcis-14826	103	12	the	the	DET
fcis-14826	103	13	content	content	NOUN
fcis-14826	103	14	,	,	PUNCT
fcis-14826	103	15	such	such	ADJ
fcis-14826	103	16	as	as	ADP
fcis-14826	103	17	strong	strong	ADJ
fcis-14826	103	18	,	,	PUNCT
fcis-14826	103	19	flat	flat	ADJ
fcis-14826	103	20	,	,	PUNCT
fcis-14826	103	21	etc	etc	X
fcis-14826	103	22	.	.	X
fcis-14826	103	23	,	,	PUNCT
fcis-14826	103	24	an	an	DET
fcis-14826	103	25	emotion	emotion	NOUN
fcis-14826	103	26	lexicon	lexicon	NOUN
fcis-14826	103	27	-	-	PUNCT
fcis-14826	103	28	based	base	VERB
fcis-14826	103	29	detection	detection	NOUN
fcis-14826	103	30	detector	detector	NOUN
fcis-14826	103	31	is	be	AUX
fcis-14826	103	32	used	use	VERB
fcis-14826	103	33	in	in	ADP
fcis-14826	103	34	this	this	DET
fcis-14826	103	35	paper	paper	NOUN
fcis-14826	103	36	to	to	PART
fcis-14826	103	37	extract	extract	VERB
fcis-14826	103	38	the	the	DET
fcis-14826	103	39	corresponding	corresponding	ADJ
fcis-14826	103	40	sentiment	sentiment	NOUN
fcis-14826	103	41	of	of	ADP
fcis-14826	103	42	text	text	NOUN
fcis-14826	103	43	,	,	PUNCT
fcis-14826	103	44	as	as	SCONJ
fcis-14826	103	45	shown	show	VERB
fcis-14826	103	46	in	in	ADP
fcis-14826	103	47	80	80	NUM
fcis-14826	103	48	formula	formula	NOUN
fcis-14826	103	49	10	10	NUM
fcis-14826	103	50	.	.	PUNCT
fcis-14826	104	1	for	for	ADP
fcis-14826	104	2	general	general	ADJ
fcis-14826	104	3	sentiment	sentiment	NOUN
fcis-14826	104	4	value	value	NOUN
fcis-14826	104	5	with	with	ADP
fcis-14826	104	6	dimension	dimension	NOUN
fcis-14826	104	7	,	,	PUNCT
fcis-14826	104	8	the	the	DET
fcis-14826	104	9	final	final	ADJ
fcis-14826	104	10	sentiment	sentiment	NOUN
fcis-14826	104	11	value	value	NOUN
fcis-14826	104	12	∈	∈	NOUN
fcis-14826	104	13			PROPN
fcis-14826	104	14	.	.	PUNCT
fcis-14826	105	1	(	(	PUNCT
fcis-14826	105	2	10	10	NUM
fcis-14826	105	3	)	)	PUNCT
fcis-14826	105	4	in	in	ADP
fcis-14826	105	5	addition	addition	NOUN
fcis-14826	105	6	to	to	ADP
fcis-14826	105	7	words	word	NOUN
fcis-14826	105	8	and	and	CCONJ
fcis-14826	105	9	sentences	sentence	NOUN
fcis-14826	105	10	,	,	PUNCT
fcis-14826	105	11	there	there	PRON
fcis-14826	105	12	is	be	VERB
fcis-14826	105	13	also	also	ADV
fcis-14826	105	14	latent	latent	ADJ
fcis-14826	105	15	sentiment	sentiment	NOUN
fcis-14826	105	16	information	information	NOUN
fcis-14826	105	17	in	in	ADP
fcis-14826	105	18	the	the	DET
fcis-14826	105	19	text	text	NOUN
fcis-14826	105	20	,	,	PUNCT
fcis-14826	105	21	including	include	VERB
fcis-14826	105	22	nonverbal	nonverbal	ADJ
fcis-14826	105	23	signals	signal	NOUN
fcis-14826	105	24	and	and	CCONJ
fcis-14826	105	25	underlying	underlying	ADJ
fcis-14826	105	26	habits	habit	NOUN
fcis-14826	105	27	.	.	PUNCT
fcis-14826	106	1	non	non	ADJ
fcis-14826	106	2	-	-	ADJ
fcis-14826	106	3	verbal	verbal	ADJ
fcis-14826	106	4	signals	signal	NOUN
fcis-14826	106	5	include	include	VERB
fcis-14826	106	6	capitalization	capitalization	NOUN
fcis-14826	106	7	,	,	PUNCT
fcis-14826	106	8	punctuation	punctuation	NOUN
fcis-14826	106	9	,	,	PUNCT
fcis-14826	106	10	and	and	CCONJ
fcis-14826	106	11	emoticons	emoticon	NOUN
fcis-14826	106	12	,	,	PUNCT
fcis-14826	106	13	while	while	SCONJ
fcis-14826	106	14	underlying	underlying	ADJ
fcis-14826	106	15	habits	habit	NOUN
fcis-14826	106	16	include	include	VERB
fcis-14826	106	17	the	the	DET
fcis-14826	106	18	usage	usage	NOUN
fcis-14826	106	19	frequency	frequency	NOUN
fcis-14826	106	20	of	of	ADP
fcis-14826	106	21	personal	personal	ADJ
fcis-14826	106	22	pronouns	pronoun	NOUN
fcis-14826	106	23	and	and	CCONJ
fcis-14826	106	24	some	some	DET
fcis-14826	106	25	emotional	emotional	ADJ
fcis-14826	106	26	words	word	NOUN
fcis-14826	106	27	.	.	PUNCT
fcis-14826	107	1	both	both	DET
fcis-14826	107	2	types	type	NOUN
fcis-14826	107	3	of	of	ADP
fcis-14826	107	4	words	word	NOUN
fcis-14826	107	5	have	have	VERB
fcis-14826	107	6	the	the	DET
fcis-14826	107	7	function	function	NOUN
fcis-14826	107	8	of	of	ADP
fcis-14826	107	9	conveying	convey	VERB
fcis-14826	107	10	and	and	CCONJ
fcis-14826	107	11	expressing	express	VERB
fcis-14826	107	12	emotion	emotion	NOUN
fcis-14826	107	13	.	.	PUNCT
fcis-14826	108	1	for	for	ADP
fcis-14826	108	2	example	example	NOUN
fcis-14826	108	3	,	,	PUNCT
fcis-14826	108	4	the	the	DET
fcis-14826	108	5	use	use	NOUN
fcis-14826	108	6	of	of	ADP
fcis-14826	108	7	non	non	ADJ
fcis-14826	108	8	-	-	ADJ
fcis-14826	108	9	verbal	verbal	ADJ
fcis-14826	108	10	all	all	DET
fcis-14826	108	11	-	-	PUNCT
fcis-14826	108	12	caps	cap	NOUN
fcis-14826	108	13	"	"	PUNCT
fcis-14826	108	14	get	get	VERB
fcis-14826	108	15	out	out	ADP
fcis-14826	108	16	of	of	ADP
fcis-14826	108	17	my	my	PRON
fcis-14826	108	18	house	house	NOUN
fcis-14826	108	19	!	!	PUNCT
fcis-14826	108	20	"	"	PUNCT
fcis-14826	109	1	conveys	convey	VERB
fcis-14826	109	2	stronger	strong	ADJ
fcis-14826	109	3	emotions	emotion	NOUN
fcis-14826	109	4	than	than	ADP
fcis-14826	109	5	lowercase	lowercase	ADJ
fcis-14826	109	6	;	;	PUNCT
fcis-14826	109	7	and	and	CCONJ
fcis-14826	109	8	in	in	ADP
fcis-14826	109	9	underlying	underlying	ADJ
fcis-14826	109	10	habits	habit	NOUN
fcis-14826	109	11	,	,	PUNCT
fcis-14826	109	12	use	use	VERB
fcis-14826	109	13	emoticon	emoticon	NOUN
fcis-14826	109	14	"	"	PUNCT
fcis-14826	109	15	:)	:)	INTJ
fcis-14826	109	16	"	"	PUNCT
fcis-14826	109	17	to	to	PART
fcis-14826	109	18	express	express	VERB
fcis-14826	109	19	happiness	happiness	NOUN
fcis-14826	109	20	,	,	PUNCT
fcis-14826	109	21	"	"	PUNCT
fcis-14826	109	22	:(	:(	PROPN
fcis-14826	109	23	"	"	PUNCT
fcis-14826	109	24	to	to	PART
fcis-14826	109	25	express	express	VERB
fcis-14826	109	26	sadness	sadness	NOUN
fcis-14826	109	27	.	.	PUNCT
fcis-14826	110	1	assuming	assume	VERB
fcis-14826	110	2	that	that	SCONJ
fcis-14826	110	3	the	the	DET
fcis-14826	110	4	dimension	dimension	NOUN
fcis-14826	110	5	of	of	ADP
fcis-14826	110	6	the	the	DET
fcis-14826	110	7	latent	latent	NOUN
fcis-14826	110	8	feature	feature	NOUN
fcis-14826	110	9	information	information	NOUN
fcis-14826	110	10	is	be	AUX
fcis-14826	110	11	,	,	PUNCT
fcis-14826	110	12	then	then	ADV
fcis-14826	110	13	we	we	PRON
fcis-14826	110	14	can	can	AUX
fcis-14826	110	15	get	get	VERB
fcis-14826	110	16	the	the	DET
fcis-14826	110	17	latent	latent	ADJ
fcis-14826	110	18	sentiment	sentiment	NOUN
fcis-14826	110	19	information	information	NOUN
fcis-14826	110	20	∈	∈	PROPN
fcis-14826	110	21			PROPN
fcis-14826	110	22	.	.	PUNCT
fcis-14826	111	1	finally	finally	ADV
fcis-14826	111	2	,	,	PUNCT
fcis-14826	111	3	the	the	DET
fcis-14826	111	4	news	news	NOUN
fcis-14826	111	5	text	text	NOUN
fcis-14826	111	6	emotion	emotion	NOUN
fcis-14826	111	7	of	of	ADP
fcis-14826	111	8	text	text	NOUN
fcis-14826	111	9	,	,	PUNCT
fcis-14826	111	10	denoted	denote	VERB
fcis-14826	111	11	as	as	ADP
fcis-14826	111	12	,	,	PUNCT
fcis-14826	111	13	can	can	AUX
fcis-14826	111	14	be	be	AUX
fcis-14826	111	15	gained	gain	VERB
fcis-14826	111	16	through	through	ADP
fcis-14826	111	17	concatenating	concatenate	VERB
fcis-14826	111	18	all	all	DET
fcis-14826	111	19	the	the	DET
fcis-14826	111	20	subordinate	subordinate	ADJ
fcis-14826	111	21	ingredients	ingredient	NOUN
fcis-14826	111	22	of	of	ADP
fcis-14826	111	23	word	word	NOUN
fcis-14826	111	24	-	-	PUNCT
fcis-14826	111	25	level	level	NOUN
fcis-14826	111	26	features	feature	NOUN
fcis-14826	111	27	,	,	PUNCT
fcis-14826	111	28	content	content	NOUN
fcis-14826	111	29	-	-	PUNCT
fcis-14826	111	30	level	level	NOUN
fcis-14826	111	31	features	feature	NOUN
fcis-14826	111	32	and	and	CCONJ
fcis-14826	111	33	auxiliary	auxiliary	ADJ
fcis-14826	111	34	features	feature	NOUN
fcis-14826	111	35	,	,	PUNCT
fcis-14826	111	36	as	as	SCONJ
fcis-14826	111	37	shown	show	VERB
fcis-14826	111	38	in	in	ADP
fcis-14826	111	39	formula	formula	NOUN
fcis-14826	111	40	11	11	NUM
fcis-14826	111	41	:	:	PUNCT
fcis-14826	111	42	⊕	⊕	PROPN
fcis-14826	111	43	⊕	⊕	PROPN
fcis-14826	111	44	⊕	⊕	PROPN
fcis-14826	111	45	⊕	⊕	PROPN
fcis-14826	111	46	(	(	PUNCT
fcis-14826	111	47	11	11	NUM
fcis-14826	111	48	)	)	PUNCT
fcis-14826	111	49	where	where	SCONJ
fcis-14826	111	50	∈	∈	PROPN
fcis-14826	111	51			PROPN
fcis-14826	111	52	,	,	PUNCT
fcis-14826	111	53	refers	refer	VERB
fcis-14826	111	54	to	to	ADP
fcis-14826	111	55	the	the	DET
fcis-14826	111	56	dimension	dimension	NOUN
fcis-14826	111	57	of	of	ADP
fcis-14826	111	58	.	.	PUNCT
fcis-14826	112	1	2.3.2	2.3.2	X
fcis-14826	112	2	.	.	PUNCT
fcis-14826	112	3	reader	reader	NOUN
fcis-14826	112	4	emotion	emotion	NOUN
fcis-14826	112	5	.	.	PUNCT
fcis-14826	113	1	the	the	DET
fcis-14826	113	2	reader	reader	NOUN
fcis-14826	113	3	emotion	emotion	NOUN
fcis-14826	113	4	is	be	AUX
fcis-14826	113	5	divided	divide	VERB
fcis-14826	113	6	into	into	ADP
fcis-14826	113	7	two	two	NUM
fcis-14826	113	8	parts	part	NOUN
fcis-14826	113	9	:	:	PUNCT
fcis-14826	113	10	reader	reader	NOUN
fcis-14826	113	11	specific	specific	ADJ
fcis-14826	113	12	sentiment	sentiment	NOUN
fcis-14826	113	13	and	and	CCONJ
fcis-14826	113	14	reader	reader	NOUN
fcis-14826	113	15	general	general	ADJ
fcis-14826	113	16	sentiment	sentiment	NOUN
fcis-14826	113	17	.	.	PUNCT
fcis-14826	114	1	for	for	ADP
fcis-14826	114	2	the	the	DET
fcis-14826	114	3	first	first	ADJ
fcis-14826	114	4	part	part	NOUN
fcis-14826	114	5	,	,	PUNCT
fcis-14826	114	6	the	the	DET
fcis-14826	114	7	sentiment	sentiment	NOUN
fcis-14826	114	8	score	score	VERB
fcis-14826	114	9	for	for	ADP
fcis-14826	114	10	each	each	DET
fcis-14826	114	11	comment	comment	NOUN
fcis-14826	114	12	can	can	AUX
fcis-14826	114	13	be	be	AUX
fcis-14826	114	14	calculated	calculate	VERB
fcis-14826	114	15	in	in	ADP
fcis-14826	114	16	the	the	DET
fcis-14826	114	17	same	same	ADJ
fcis-14826	114	18	way	way	NOUN
fcis-14826	114	19	as	as	ADP
fcis-14826	114	20	for	for	ADP
fcis-14826	114	21	news	news	NOUN
fcis-14826	114	22	text	text	NOUN
fcis-14826	114	23	emotion	emotion	NOUN
fcis-14826	114	24	in	in	ADP
fcis-14826	114	25	section	section	NOUN
fcis-14826	114	26	2.3.1	2.3.1	NUM
fcis-14826	114	27	,	,	PUNCT
fcis-14826	114	28	denoted	denote	VERB
fcis-14826	114	29	as	as	ADP
fcis-14826	114	30	,	,	PUNCT
fcis-14826	114	31	and	and	CCONJ
fcis-14826	114	32	calculate	calculate	VERB
fcis-14826	114	33	the	the	DET
fcis-14826	114	34	score	score	NOUN
fcis-14826	114	35	of	of	ADP
fcis-14826	114	36	the	the	DET
fcis-14826	114	37	entire	entire	ADJ
fcis-14826	114	38	comment	comment	NOUN
fcis-14826	114	39	set	set	VERB
fcis-14826	114	40	through	through	ADP
fcis-14826	114	41	equation	equation	NOUN
fcis-14826	114	42	12	12	NUM
fcis-14826	114	43	:	:	PUNCT
fcis-14826	114	44	⊕	⊕	PROPN
fcis-14826	114	45	⊕	⊕	PROPN
fcis-14826	114	46	…	…	PUNCT
fcis-14826	114	47	⊕	⊕	PROPN
fcis-14826	114	48	(	(	PUNCT
fcis-14826	114	49	12	12	NUM
fcis-14826	114	50	)	)	PUNCT
fcis-14826	114	51	where	where	SCONJ
fcis-14826	114	52	∈	∈	PROPN
fcis-14826	114	53			PROPN
fcis-14826	114	54	.	.	PUNCT
fcis-14826	115	1	the	the	DET
fcis-14826	115	2	second	second	ADJ
fcis-14826	115	3	part	part	NOUN
fcis-14826	115	4	,	,	PUNCT
fcis-14826	115	5	reader	reader	NOUN
fcis-14826	115	6	general	general	ADJ
fcis-14826	115	7	sentiment	sentiment	NOUN
fcis-14826	115	8	has	have	VERB
fcis-14826	115	9	two	two	NUM
fcis-14826	115	10	subordinate	subordinate	ADJ
fcis-14826	115	11	components	component	NOUN
fcis-14826	115	12	:	:	PUNCT
fcis-14826	115	13	the	the	DET
fcis-14826	115	14	average	average	ADJ
fcis-14826	115	15	sentiment	sentiment	NOUN
fcis-14826	115	16	of	of	ADP
fcis-14826	115	17	the	the	DET
fcis-14826	115	18	review	review	NOUN
fcis-14826	115	19	set	set	VERB
fcis-14826	115	20	and	and	CCONJ
fcis-14826	115	21	the	the	DET
fcis-14826	115	22	extreme	extreme	ADJ
fcis-14826	115	23	sentiment	sentiment	NOUN
fcis-14826	115	24	of	of	ADP
fcis-14826	115	25	the	the	DET
fcis-14826	115	26	review	review	NOUN
fcis-14826	115	27	set	set	VERB
fcis-14826	115	28	.	.	PUNCT
fcis-14826	116	1	the	the	DET
fcis-14826	116	2	average	average	ADJ
fcis-14826	116	3	sentiment	sentiment	NOUN
fcis-14826	116	4	can	can	AUX
fcis-14826	116	5	be	be	AUX
fcis-14826	116	6	obtained	obtain	VERB
fcis-14826	116	7	by	by	ADP
fcis-14826	116	8	the	the	DET
fcis-14826	116	9	mean	mean	ADJ
fcis-14826	116	10	pooling	pooling	NOUN
fcis-14826	116	11	of	of	ADP
fcis-14826	116	12	equation	equation	NOUN
fcis-14826	116	13	13	13	NUM
fcis-14826	116	14	,	,	PUNCT
fcis-14826	116	15	and	and	CCONJ
fcis-14826	116	16	the	the	DET
fcis-14826	116	17	extreme	extreme	ADJ
fcis-14826	116	18	sentiments	sentiment	NOUN
fcis-14826	116	19	can	can	AUX
fcis-14826	116	20	be	be	AUX
fcis-14826	116	21	obtained	obtain	VERB
fcis-14826	116	22	by	by	ADP
fcis-14826	116	23	the	the	DET
fcis-14826	116	24	max	max	PROPN
fcis-14826	116	25	pooling	pooling	NOUN
fcis-14826	116	26	of	of	ADP
fcis-14826	116	27	equation	equation	NOUN
fcis-14826	116	28	14	14	NUM
fcis-14826	116	29	.	.	PUNCT
fcis-14826	117	1	(	(	PUNCT
fcis-14826	117	2	13	13	NUM
fcis-14826	117	3	)	)	PUNCT
fcis-14826	117	4	(	(	PUNCT
fcis-14826	117	5	14	14	NUM
fcis-14826	117	6	)	)	PUNCT
fcis-14826	117	7	where	where	SCONJ
fcis-14826	117	8	,	,	PUNCT
fcis-14826	117	9	∈	∈	PROPN
fcis-14826	117	10			PROPN
fcis-14826	117	11	.	.	PUNCT
fcis-14826	118	1	finally	finally	ADV
fcis-14826	118	2	,	,	PUNCT
fcis-14826	118	3	the	the	DET
fcis-14826	118	4	reader	reader	NOUN
fcis-14826	118	5	emotion	emotion	NOUN
fcis-14826	118	6	is	be	AUX
fcis-14826	118	7	derived	derive	VERB
fcis-14826	118	8	from	from	ADP
fcis-14826	118	9	formula	formula	NOUN
fcis-14826	118	10	15	15	NUM
fcis-14826	118	11	:	:	PUNCT
fcis-14826	118	12	⊕	⊕	PROPN
fcis-14826	118	13	(	(	PUNCT
fcis-14826	118	14	15	15	NUM
fcis-14826	118	15	)	)	PUNCT
fcis-14826	118	16	where	where	SCONJ
fcis-14826	118	17	∈	∈	PROPN
fcis-14826	118	18			PROPN
fcis-14826	118	19	.	.	PUNCT
fcis-14826	119	1	2.3.3	2.3.3	X
fcis-14826	119	2	.	.	PUNCT
fcis-14826	119	3	emotional	emotional	ADJ
fcis-14826	119	4	difference	difference	NOUN
fcis-14826	119	5	.	.	PUNCT
fcis-14826	120	1	we	we	PRON
fcis-14826	120	2	design	design	VERB
fcis-14826	120	3	to	to	PART
fcis-14826	120	4	highlight	highlight	VERB
fcis-14826	120	5	the	the	DET
fcis-14826	120	6	emotional	emotional	ADJ
fcis-14826	120	7	differences	difference	NOUN
fcis-14826	120	8	between	between	ADP
fcis-14826	120	9	authors	author	NOUN
fcis-14826	120	10	and	and	CCONJ
fcis-14826	120	11	reviewers	reviewer	NOUN
fcis-14826	120	12	to	to	PART
fcis-14826	120	13	show	show	VERB
fcis-14826	120	14	whether	whether	SCONJ
fcis-14826	120	15	reviews	review	NOUN
fcis-14826	120	16	,	,	PUNCT
fcis-14826	120	17	highlighting	highlight	VERB
fcis-14826	120	18	public	public	ADJ
fcis-14826	120	19	responses	response	NOUN
fcis-14826	120	20	to	to	ADP
fcis-14826	120	21	news	news	NOUN
fcis-14826	120	22	.	.	PUNCT
fcis-14826	121	1	as	as	SCONJ
fcis-14826	121	2	shown	show	VERB
fcis-14826	121	3	in	in	ADP
fcis-14826	121	4	formula	formula	NOUN
fcis-14826	121	5	16	16	NUM
fcis-14826	121	6	,	,	PUNCT
fcis-14826	121	7	it	it	PRON
fcis-14826	121	8	can	can	AUX
fcis-14826	121	9	be	be	AUX
fcis-14826	121	10	obtained	obtain	VERB
fcis-14826	121	11	by	by	ADP
fcis-14826	121	12	the	the	DET
fcis-14826	121	13	difference	difference	NOUN
fcis-14826	121	14	between	between	ADP
fcis-14826	121	15	news	news	NOUN
fcis-14826	121	16	text	text	NOUN
fcis-14826	121	17	emotion	emotion	NOUN
fcis-14826	121	18	and	and	CCONJ
fcis-14826	121	19	two	two	NUM
fcis-14826	121	20	different	different	ADJ
fcis-14826	121	21	parts	part	NOUN
fcis-14826	121	22	,	,	PUNCT
fcis-14826	121	23	average	average	ADJ
fcis-14826	121	24	sentiment	sentiment	NOUN
fcis-14826	121	25	and	and	CCONJ
fcis-14826	121	26	the	the	DET
fcis-14826	121	27	extreme	extreme	ADJ
fcis-14826	121	28	sentiment	sentiment	NOUN
fcis-14826	121	29	in	in	ADP
fcis-14826	121	30	the	the	DET
fcis-14826	121	31	review	review	NOUN
fcis-14826	121	32	set	set	NOUN
fcis-14826	121	33	:	:	PUNCT
fcis-14826	121	34	⊕	⊕	PROPN
fcis-14826	121	35	(	(	PUNCT
fcis-14826	121	36	16	16	NUM
fcis-14826	121	37	)	)	PUNCT
fcis-14826	121	38	where	where	SCONJ
fcis-14826	121	39	∈	∈	PROPN
fcis-14826	121	40			PROPN
fcis-14826	121	41	.	.	PUNCT
fcis-14826	122	1	2.3.4	2.3.4	X
fcis-14826	122	2	.	.	PUNCT
fcis-14826	122	3	dual	dual	ADJ
fcis-14826	122	4	emotion	emotion	NOUN
fcis-14826	122	5	features	feature	VERB
fcis-14826	122	6	module	module	NOUN
fcis-14826	122	7	.	.	PUNCT
fcis-14826	123	1	after	after	ADP
fcis-14826	123	2	performing	perform	VERB
fcis-14826	123	3	the	the	DET
fcis-14826	123	4	steps	step	NOUN
fcis-14826	123	5	3.3.1	3.3.1	NUM
fcis-14826	123	6	-	-	SYM
fcis-14826	123	7	3.3.3	3.3.3	NUM
fcis-14826	123	8	,	,	PUNCT
fcis-14826	123	9	dual	dual	ADJ
fcis-14826	123	10	emotional	emotional	ADJ
fcis-14826	123	11	information	information	NOUN
fcis-14826	123	12	module	module	NOUN
fcis-14826	123	13	can	can	AUX
fcis-14826	123	14	be	be	AUX
fcis-14826	123	15	connected	connect	VERB
fcis-14826	123	16	by	by	ADP
fcis-14826	123	17	its	its	PRON
fcis-14826	123	18	three	three	NUM
fcis-14826	123	19	sub	sub	NOUN
fcis-14826	123	20	-	-	NOUN
fcis-14826	123	21	parts	part	NOUN
fcis-14826	123	22	:	:	PUNCT
fcis-14826	123	23	the	the	DET
fcis-14826	123	24	news	news	NOUN
fcis-14826	123	25	text	text	NOUN
fcis-14826	123	26	emotion	emotion	NOUN
fcis-14826	123	27	,	,	PUNCT
fcis-14826	123	28	reader	reader	NOUN
fcis-14826	123	29	emotion	emotion	NOUN
fcis-14826	123	30	,	,	PUNCT
fcis-14826	123	31	and	and	CCONJ
fcis-14826	123	32	their	their	PRON
fcis-14826	123	33	emotional	emotional	ADJ
fcis-14826	123	34	difference	difference	NOUN
fcis-14826	123	35	.	.	PUNCT
fcis-14826	124	1	it	it	PRON
fcis-14826	124	2	is	be	AUX
fcis-14826	124	3	generated	generate	VERB
fcis-14826	124	4	as	as	SCONJ
fcis-14826	124	5	shown	show	VERB
fcis-14826	124	6	in	in	ADP
fcis-14826	124	7	formula	formula	NOUN
fcis-14826	124	8	17	17	NUM
fcis-14826	124	9	:	:	PUNCT
fcis-14826	124	10	⊕	⊕	PROPN
fcis-14826	124	11	⊕	⊕	PROPN
fcis-14826	124	12	(	(	PUNCT
fcis-14826	124	13	17	17	NUM
fcis-14826	124	14	)	)	PUNCT
fcis-14826	124	15	2.4	2.4	NUM
fcis-14826	124	16	.	.	PUNCT
fcis-14826	125	1	stance	stance	NOUN
fcis-14826	125	2	information	information	NOUN
fcis-14826	125	3	.	.	PUNCT
fcis-14826	126	1	the	the	DET
fcis-14826	126	2	stance	stance	NOUN
fcis-14826	126	3	information	information	NOUN
fcis-14826	126	4	module	module	NOUN
fcis-14826	126	5	is	be	AUX
fcis-14826	126	6	introduced	introduce	VERB
fcis-14826	126	7	to	to	PART
fcis-14826	126	8	alleviate	alleviate	VERB
fcis-14826	126	9	the	the	DET
fcis-14826	126	10	(	(	PUNCT
fcis-14826	126	11	2	2	NUM
fcis-14826	126	12	)	)	PUNCT
fcis-14826	126	13	emotional	emotional	ADJ
fcis-14826	126	14	resonance	resonance	NOUN
fcis-14826	126	15	problem	problem	NOUN
fcis-14826	126	16	.	.	PUNCT
fcis-14826	127	1	in	in	ADP
fcis-14826	127	2	this	this	DET
fcis-14826	127	3	problem	problem	NOUN
fcis-14826	127	4	,	,	PUNCT
fcis-14826	127	5	due	due	ADP
fcis-14826	127	6	to	to	ADP
fcis-14826	127	7	people	people	NOUN
fcis-14826	127	8	's	's	PART
fcis-14826	127	9	strong	strong	ADJ
fcis-14826	127	10	sense	sense	NOUN
fcis-14826	127	11	of	of	ADP
fcis-14826	127	12	group	group	NOUN
fcis-14826	127	13	belonging	belonging	NOUN
fcis-14826	127	14	,	,	PUNCT
fcis-14826	127	15	they	they	PRON
fcis-14826	127	16	tend	tend	VERB
fcis-14826	127	17	to	to	PART
fcis-14826	127	18	receive	receive	VERB
fcis-14826	127	19	group	group	NOUN
fcis-14826	127	20	cues	cue	NOUN
fcis-14826	127	21	and	and	CCONJ
fcis-14826	127	22	group	group	NOUN
fcis-14826	127	23	emotional	emotional	ADJ
fcis-14826	127	24	infection	infection	NOUN
fcis-14826	127	25	.	.	PUNCT
fcis-14826	128	1	therefore	therefore	ADV
fcis-14826	128	2	,	,	PUNCT
fcis-14826	128	3	they	they	PRON
fcis-14826	128	4	are	be	AUX
fcis-14826	128	5	easily	easily	ADV
fcis-14826	128	6	guided	guide	VERB
fcis-14826	128	7	by	by	ADP
fcis-14826	128	8	specific	specific	ADJ
fcis-14826	128	9	textual	textual	ADJ
fcis-14826	128	10	emotions	emotion	NOUN
fcis-14826	128	11	,	,	PUNCT
fcis-14826	128	12	and	and	CCONJ
fcis-14826	128	13	immersed	immerse	VERB
fcis-14826	128	14	in	in	ADP
fcis-14826	128	15	the	the	DET
fcis-14826	128	16	whirlpool	whirlpool	NOUN
fcis-14826	128	17	of	of	ADP
fcis-14826	128	18	emotions	emotion	NOUN
fcis-14826	128	19	.	.	PUNCT
fcis-14826	129	1	in	in	ADP
fcis-14826	129	2	some	some	DET
fcis-14826	129	3	cases	case	NOUN
fcis-14826	129	4	,	,	PUNCT
fcis-14826	129	5	fake	fake	ADJ
fcis-14826	129	6	news	news	NOUN
fcis-14826	129	7	publishers	publisher	NOUN
fcis-14826	129	8	have	have	AUX
fcis-14826	129	9	exploited	exploit	VERB
fcis-14826	129	10	this	this	DET
fcis-14826	129	11	feature	feature	NOUN
fcis-14826	129	12	by	by	ADP
fcis-14826	129	13	using	use	VERB
fcis-14826	129	14	specific	specific	ADJ
fcis-14826	129	15	,	,	PUNCT
fcis-14826	129	16	carefully	carefully	ADV
fcis-14826	129	17	crafted	craft	VERB
fcis-14826	129	18	emotional	emotional	ADJ
fcis-14826	129	19	sentences	sentence	NOUN
fcis-14826	129	20	or	or	CCONJ
fcis-14826	129	21	words	word	NOUN
fcis-14826	129	22	in	in	ADP
fcis-14826	129	23	fake	fake	ADJ
fcis-14826	129	24	news	news	NOUN
fcis-14826	129	25	to	to	PART
fcis-14826	129	26	evoke	evoke	VERB
fcis-14826	129	27	emotional	emotional	ADJ
fcis-14826	129	28	resonance	resonance	NOUN
fcis-14826	129	29	in	in	ADP
fcis-14826	129	30	people	people	NOUN
fcis-14826	129	31	,	,	PUNCT
fcis-14826	129	32	even	even	ADV
fcis-14826	129	33	though	though	SCONJ
fcis-14826	129	34	people	people	NOUN
fcis-14826	129	35	may	may	AUX
fcis-14826	129	36	have	have	VERB
fcis-14826	129	37	different	different	ADJ
fcis-14826	129	38	positions	position	NOUN
fcis-14826	129	39	on	on	ADP
fcis-14826	129	40	the	the	DET
fcis-14826	129	41	news	news	NOUN
fcis-14826	129	42	.	.	PUNCT
fcis-14826	130	1	this	this	DET
fcis-14826	130	2	emotional	emotional	ADJ
fcis-14826	130	3	resonance	resonance	NOUN
fcis-14826	130	4	brings	bring	VERB
fcis-14826	130	5	detection	detection	NOUN
fcis-14826	130	6	difficulties	difficulty	NOUN
fcis-14826	130	7	to	to	ADP
fcis-14826	130	8	emotion	emotion	NOUN
fcis-14826	130	9	-	-	PUNCT
fcis-14826	130	10	semantic	semantic	ADJ
fcis-14826	130	11	based	base	VERB
fcis-14826	130	12	models	model	NOUN
fcis-14826	130	13	because	because	SCONJ
fcis-14826	130	14	it	it	PRON
fcis-14826	130	15	is	be	AUX
fcis-14826	130	16	difficult	difficult	ADJ
fcis-14826	130	17	to	to	PART
fcis-14826	130	18	confirm	confirm	VERB
fcis-14826	130	19	whether	whether	SCONJ
fcis-14826	130	20	the	the	DET
fcis-14826	130	21	consistency	consistency	NOUN
fcis-14826	130	22	between	between	ADP
fcis-14826	130	23	news	news	NOUN
fcis-14826	130	24	texts	text	NOUN
fcis-14826	130	25	and	and	CCONJ
fcis-14826	130	26	readers	reader	NOUN
fcis-14826	130	27	'	'	PART
fcis-14826	130	28	emotions	emotion	NOUN
fcis-14826	130	29	is	be	AUX
fcis-14826	130	30	deliberately	deliberately	ADV
fcis-14826	130	31	created	create	VERB
fcis-14826	130	32	.	.	PUNCT
fcis-14826	131	1	an	an	DET
fcis-14826	131	2	example	example	NOUN
fcis-14826	131	3	of	of	ADP
fcis-14826	131	4	deliberately	deliberately	ADV
fcis-14826	131	5	using	use	VERB
fcis-14826	131	6	specific	specific	ADJ
fcis-14826	131	7	emotional	emotional	ADJ
fcis-14826	131	8	words	word	NOUN
fcis-14826	131	9	to	to	PART
fcis-14826	131	10	guide	guide	VERB
fcis-14826	131	11	public	public	ADJ
fcis-14826	131	12	sentiment	sentiment	NOUN
fcis-14826	131	13	is	be	AUX
fcis-14826	131	14	shown	show	VERB
fcis-14826	131	15	in	in	ADP
fcis-14826	131	16	fig	fig	NOUN
fcis-14826	131	17	.	.	PUNCT
fcis-14826	132	1	5	5	NUM
fcis-14826	132	2	.	.	X
fcis-14826	132	3	fig	fig	NOUN
fcis-14826	132	4	5	5	NUM
fcis-14826	132	5	.	.	PUNCT
fcis-14826	133	1	a	a	DET
fcis-14826	133	2	case	case	NOUN
fcis-14826	133	3	of	of	ADP
fcis-14826	133	4	online	online	ADJ
fcis-14826	133	5	fake	fake	ADJ
fcis-14826	133	6	news	news	NOUN
fcis-14826	133	7	trying	try	VERB
fcis-14826	133	8	to	to	PART
fcis-14826	133	9	evoke	evoke	VERB
fcis-14826	133	10	emotional	emotional	ADJ
fcis-14826	133	11	resonance	resonance	NOUN
fcis-14826	133	12	but	but	CCONJ
fcis-14826	133	13	for	for	ADP
fcis-14826	133	14	this	this	DET
fcis-14826	133	15	type	type	NOUN
fcis-14826	133	16	of	of	ADP
fcis-14826	133	17	fake	fake	ADJ
fcis-14826	133	18	news	news	NOUN
fcis-14826	133	19	,	,	PUNCT
fcis-14826	133	20	it	it	PRON
fcis-14826	133	21	is	be	AUX
fcis-14826	133	22	difficult	difficult	ADJ
fcis-14826	133	23	to	to	PART
fcis-14826	133	24	convince	convince	VERB
fcis-14826	133	25	the	the	DET
fcis-14826	133	26	public	public	NOUN
fcis-14826	133	27	since	since	SCONJ
fcis-14826	133	28	the	the	DET
fcis-14826	133	29	author	author	NOUN
fcis-14826	133	30	uses	use	VERB
fcis-14826	133	31	a	a	DET
fcis-14826	133	32	high	high	ADJ
fcis-14826	133	33	proportion	proportion	NOUN
fcis-14826	133	34	of	of	ADP
fcis-14826	133	35	emotional	emotional	ADJ
fcis-14826	133	36	words	word	NOUN
fcis-14826	133	37	and	and	CCONJ
fcis-14826	133	38	lacks	lack	VERB
fcis-14826	133	39	factual	factual	ADJ
fcis-14826	133	40	descriptions	description	NOUN
fcis-14826	133	41	.	.	PUNCT
fcis-14826	134	1	therefore	therefore	ADV
fcis-14826	134	2	,	,	PUNCT
fcis-14826	134	3	even	even	ADV
fcis-14826	134	4	if	if	SCONJ
fcis-14826	134	5	the	the	DET
fcis-14826	134	6	emotional	emotional	ADJ
fcis-14826	134	7	resonance	resonance	NOUN
fcis-14826	134	8	of	of	ADP
fcis-14826	134	9	the	the	DET
fcis-14826	134	10	public	public	NOUN
fcis-14826	134	11	is	be	AUX
fcis-14826	134	12	evoked	evoke	VERB
fcis-14826	134	13	,	,	PUNCT
fcis-14826	134	14	people	people	NOUN
fcis-14826	134	15	's	's	PART
fcis-14826	134	16	stance	stance	NOUN
fcis-14826	134	17	on	on	ADP
fcis-14826	134	18	the	the	DET
fcis-14826	134	19	news	news	NOUN
fcis-14826	134	20	still	still	ADV
fcis-14826	134	21	wo	will	AUX
fcis-14826	134	22	n't	not	PART
fcis-14826	134	23	change	change	VERB
fcis-14826	134	24	much	much	ADV
fcis-14826	134	25	.	.	PUNCT
fcis-14826	135	1	considering	consider	VERB
fcis-14826	135	2	that	that	SCONJ
fcis-14826	135	3	fake	fake	ADJ
fcis-14826	135	4	news	news	NOUN
fcis-14826	135	5	lacks	lack	VERB
fcis-14826	135	6	the	the	DET
fcis-14826	135	7	support	support	NOUN
fcis-14826	135	8	of	of	ADP
fcis-14826	135	9	facts	fact	NOUN
fcis-14826	135	10	,	,	PUNCT
fcis-14826	135	11	it	it	PRON
fcis-14826	135	12	is	be	AUX
fcis-14826	135	13	more	more	ADV
fcis-14826	135	14	likely	likely	ADJ
fcis-14826	135	15	to	to	PART
fcis-14826	135	16	be	be	AUX
fcis-14826	135	17	opposed	oppose	VERB
fcis-14826	135	18	by	by	ADP
fcis-14826	135	19	the	the	DET
fcis-14826	135	20	public	public	NOUN
fcis-14826	135	21	than	than	ADP
fcis-14826	135	22	real	real	ADJ
fcis-14826	135	23	news	news	NOUN
fcis-14826	135	24	.	.	PUNCT
fcis-14826	136	1	therefore	therefore	ADV
fcis-14826	136	2	,	,	PUNCT
fcis-14826	136	3	fake	fake	ADJ
fcis-14826	136	4	news	news	NOUN
fcis-14826	136	5	can	can	AUX
fcis-14826	136	6	be	be	AUX
fcis-14826	136	7	detected	detect	VERB
fcis-14826	136	8	by	by	ADP
fcis-14826	136	9	extracting	extract	VERB
fcis-14826	136	10	stance	stance	NOUN
fcis-14826	136	11	information	information	NOUN
fcis-14826	136	12	in	in	ADP
fcis-14826	136	13	the	the	DET
fcis-14826	136	14	comment	comment	NOUN
fcis-14826	136	15	area	area	NOUN
fcis-14826	136	16	to	to	PART
fcis-14826	136	17	avoid	avoid	VERB
fcis-14826	136	18	the	the	DET
fcis-14826	136	19	negative	negative	ADJ
fcis-14826	136	20	impact	impact	NOUN
fcis-14826	136	21	of	of	ADP
fcis-14826	136	22	emotional	emotional	ADJ
fcis-14826	136	23	resonance	resonance	NOUN
fcis-14826	136	24	.	.	PUNCT
fcis-14826	137	1	in	in	ADP
fcis-14826	137	2	this	this	DET
fcis-14826	137	3	paper	paper	NOUN
fcis-14826	137	4	,	,	PUNCT
fcis-14826	137	5	the	the	DET
fcis-14826	137	6	stance	stance	NOUN
fcis-14826	137	7	information	information	NOUN
fcis-14826	137	8	module	module	NOUN
fcis-14826	137	9	is	be	AUX
fcis-14826	137	10	defined	define	VERB
fcis-14826	137	11	as	as	ADP
fcis-14826	137	12	the	the	DET
fcis-14826	137	13	stance	stance	NOUN
fcis-14826	137	14	characteristic	characteristic	ADJ
fcis-14826	137	15	of	of	ADP
fcis-14826	137	16	a	a	DET
fcis-14826	137	17	certain	certain	ADJ
fcis-14826	137	18	news	news	NOUN
fcis-14826	137	19	in	in	ADP
fcis-14826	137	20	comment	comment	NOUN
fcis-14826	137	21	set	set	VERB
fcis-14826	137	22	.	.	PUNCT
fcis-14826	138	1	in	in	ADP
fcis-14826	138	2	order	order	NOUN
fcis-14826	138	3	to	to	PART
fcis-14826	138	4	comprehensively	comprehensively	ADV
fcis-14826	138	5	describe	describe	VERB
fcis-14826	138	6	the	the	DET
fcis-14826	138	7	distribution	distribution	NOUN
fcis-14826	138	8	of	of	ADP
fcis-14826	138	9	different	different	ADJ
fcis-14826	138	10	stance	stance	NOUN
fcis-14826	138	11	in	in	ADP
fcis-14826	138	12	the	the	DET
fcis-14826	138	13	comment	comment	NOUN
fcis-14826	138	14	area	area	NOUN
fcis-14826	138	15	,	,	PUNCT
fcis-14826	138	16	three	three	NUM
fcis-14826	138	17	features	feature	NOUN
fcis-14826	138	18	are	be	AUX
fcis-14826	138	19	taken	take	VERB
fcis-14826	138	20	into	into	ADP
fcis-14826	138	21	account	account	NOUN
fcis-14826	138	22	:	:	PUNCT
fcis-14826	138	23	stance	stance	NOUN
fcis-14826	138	24	proportion	proportion	NOUN
fcis-14826	138	25	,	,	PUNCT
fcis-14826	138	26	max	max	PROPN
fcis-14826	138	27	-	-	PUNCT
fcis-14826	138	28	min	min	NOUN
fcis-14826	138	29	type	type	NOUN
fcis-14826	138	30	,	,	PUNCT
fcis-14826	138	31	and	and	CCONJ
fcis-14826	138	32	stance	stance	NOUN
fcis-14826	138	33	difference	difference	NOUN
fcis-14826	138	34	.	.	PUNCT
fcis-14826	139	1	the	the	DET
fcis-14826	139	2	stance	stance	NOUN
fcis-14826	139	3	proportion	proportion	NOUN
fcis-14826	139	4	,	,	PUNCT
fcis-14826	139	5	,	,	PUNCT
fcis-14826	139	6	.	.	PUNCT
fcis-14826	139	7	.	.	PUNCT
fcis-14826	139	8	.	.	PUNCT
fcis-14826	140	1	,	,	PUNCT
fcis-14826	140	2	,	,	PUNCT
fcis-14826	140	3	where	where	SCONJ
fcis-14826	140	4	fs	fs	PROPN
fcis-14826	140	5	is	be	AUX
fcis-14826	140	6	the	the	DET
fcis-14826	140	7	percentage	percentage	NOUN
fcis-14826	140	8	of	of	ADP
fcis-14826	140	9	type	type	NOUN
fcis-14826	140	10	of	of	ADP
fcis-14826	140	11	stances	stance	NOUN
fcis-14826	140	12	in	in	ADP
fcis-14826	140	13	comment	comment	NOUN
fcis-14826	140	14	set	set	VERB
fcis-14826	140	15	,	,	PUNCT
fcis-14826	140	16	describes	describe	VERB
fcis-14826	140	17	the	the	DET
fcis-14826	140	18	proportion	proportion	NOUN
fcis-14826	140	19	of	of	ADP
fcis-14826	140	20	different	different	ADJ
fcis-14826	140	21	stances	stance	NOUN
fcis-14826	140	22	in	in	ADP
fcis-14826	140	23	the	the	DET
fcis-14826	140	24	entire	entire	ADJ
fcis-14826	140	25	comment	comment	NOUN
fcis-14826	140	26	area	area	NOUN
fcis-14826	140	27	;	;	PUNCT
fcis-14826	140	28	the	the	DET
fcis-14826	140	29	max	max	PROPN
fcis-14826	140	30	-	-	PUNCT
fcis-14826	140	31	min	min	PROPN
fcis-14826	140	32	stance	stance	NOUN
fcis-14826	140	33	,	,	PUNCT
fcis-14826	140	34	,	,	PUNCT
fcis-14826	140	35	describes	describe	VERB
fcis-14826	140	36	the	the	DET
fcis-14826	140	37	most	most	ADV
fcis-14826	140	38	common	common	ADJ
fcis-14826	140	39	stance	stance	NOUN
fcis-14826	140	40	types	type	NOUN
fcis-14826	140	41	and	and	CCONJ
fcis-14826	140	42	the	the	DET
fcis-14826	140	43	less	less	ADV
fcis-14826	140	44	common	common	ADJ
fcis-14826	140	45	stance	stance	NOUN
fcis-14826	140	46	types	type	NOUN
fcis-14826	140	47	in	in	ADP
fcis-14826	140	48	the	the	DET
fcis-14826	140	49	comment	comment	NOUN
fcis-14826	140	50	area	area	NOUN
fcis-14826	140	51	;	;	PUNCT
fcis-14826	140	52	the	the	DET
fcis-14826	140	53	stance	stance	NOUN
fcis-14826	140	54	difference	difference	NOUN
fcis-14826	140	55	describes	describe	VERB
fcis-14826	140	56	the	the	DET
fcis-14826	140	57	distribution	distribution	NOUN
fcis-14826	140	58	difference	difference	NOUN
fcis-14826	140	59	of	of	ADP
fcis-14826	140	60	the	the	DET
fcis-14826	140	61	stance	stance	NOUN
fcis-14826	140	62	categories	category	NOUN
fcis-14826	140	63	,	,	PUNCT
fcis-14826	140	64	which	which	PRON
fcis-14826	140	65	is	be	AUX
fcis-14826	140	66	represented	represent	VERB
fcis-14826	140	67	by	by	ADP
fcis-14826	140	68	the	the	DET
fcis-14826	140	69	variance	variance	NOUN
fcis-14826	140	70	and	and	CCONJ
fcis-14826	140	71	standard	standard	ADJ
fcis-14826	140	72	deviation	deviation	NOUN
fcis-14826	140	73	of	of	ADP
fcis-14826	140	74	the	the	DET
fcis-14826	140	75	proportions	proportion	NOUN
fcis-14826	140	76	of	of	ADP
fcis-14826	140	77	all	all	DET
fcis-14826	140	78	stance	stance	NOUN
fcis-14826	140	79	classes	class	NOUN
fcis-14826	140	80	,	,	PUNCT
fcis-14826	140	81	namely	namely	ADV
fcis-14826	140	82	and	and	CCONJ
fcis-14826	140	83	,	,	PUNCT
fcis-14826	140	84	respectively	respectively	ADV
fcis-14826	140	85	.	.	PUNCT
fcis-14826	141	1	the	the	DET
fcis-14826	141	2	detailed	detailed	ADJ
fcis-14826	141	3	structure	structure	NOUN
fcis-14826	141	4	of	of	ADP
fcis-14826	141	5	this	this	DET
fcis-14826	141	6	feature	feature	NOUN
fcis-14826	141	7	is	be	AUX
fcis-14826	141	8	shown	show	VERB
fcis-14826	141	9	in	in	ADP
fcis-14826	141	10	table	table	NOUN
fcis-14826	141	11	1	1	NUM
fcis-14826	141	12	:	:	PUNCT
fcis-14826	141	13	in	in	ADP
fcis-14826	141	14	addition	addition	NOUN
fcis-14826	141	15	,	,	PUNCT
fcis-14826	141	16	to	to	PART
fcis-14826	141	17	obtain	obtain	VERB
fcis-14826	141	18	the	the	DET
fcis-14826	141	19	stance	stance	NOUN
fcis-14826	141	20	of	of	ADP
fcis-14826	141	21	each	each	DET
fcis-14826	141	22	comment	comment	NOUN
fcis-14826	141	23	,	,	PUNCT
fcis-14826	141	24	bert	bert	PROPN
fcis-14826	141	25	stance	stance	NOUN
fcis-14826	141	26	classifier	classifier	NOUN
fcis-14826	141	27	is	be	AUX
fcis-14826	141	28	introduced	introduce	VERB
fcis-14826	141	29	,	,	PUNCT
fcis-14826	141	30	and	and	CCONJ
fcis-14826	141	31	fig	fig	NOUN
fcis-14826	141	32	.	.	PUNCT
fcis-14826	142	1	6	6	NUM
fcis-14826	142	2	shows	show	VERB
fcis-14826	142	3	its	its	PRON
fcis-14826	142	4	structure	structure	NOUN
fcis-14826	142	5	in	in	ADP
fcis-14826	142	6	detail	detail	NOUN
fcis-14826	142	7	.	.	PUNCT
fcis-14826	143	1	classifier	classifier	NOUN
fcis-14826	143	2	receives	receive	VERB
fcis-14826	143	3	comment	comment	NOUN
fcis-14826	143	4	sentences	sentence	NOUN
fcis-14826	143	5	as	as	ADP
fcis-14826	143	6	its	its	PRON
fcis-14826	143	7	input	input	NOUN
fcis-14826	143	8	,	,	PUNCT
fcis-14826	143	9	inside	inside	ADP
fcis-14826	143	10	[	[	X
fcis-14826	143	11	cls	cls	X
fcis-14826	143	12	]	]	PUNCT
fcis-14826	143	13	and	and	CCONJ
fcis-14826	143	14	[	[	X
fcis-14826	143	15	sep	sep	X
fcis-14826	143	16	]	]	X
fcis-14826	143	17	tags	tag	NOUN
fcis-14826	143	18	.	.	PUNCT
fcis-14826	144	1	the	the	DET
fcis-14826	144	2	result	result	NOUN
fcis-14826	144	3	of	of	ADP
fcis-14826	144	4	stance	stance	NOUN
fcis-14826	144	5	classification	classification	NOUN
fcis-14826	144	6	obtains	obtain	VERB
fcis-14826	144	7	from	from	ADP
fcis-14826	144	8	[	[	X
fcis-14826	144	9	cls	cls	NOUN
fcis-14826	144	10	]	]	PUNCT
fcis-14826	144	11	,	,	PUNCT
fcis-14826	144	12	the	the	DET
fcis-14826	144	13	final	final	ADJ
fcis-14826	144	14	token	token	NOUN
fcis-14826	144	15	includes	include	VERB
fcis-14826	144	16	a	a	DET
fcis-14826	144	17	semantic	semantic	ADJ
fcis-14826	144	18	feature	feature	NOUN
fcis-14826	144	19	vector	vector	NOUN
fcis-14826	144	20	representing	represent	VERB
fcis-14826	144	21	the	the	DET
fcis-14826	144	22	entire	entire	ADJ
fcis-14826	144	23	comment	comment	NOUN
fcis-14826	144	24	.	.	PUNCT
fcis-14826	145	1	therefore	therefore	ADV
fcis-14826	145	2	,	,	PUNCT
fcis-14826	145	3	in	in	ADP
fcis-14826	145	4	a	a	DET
fcis-14826	145	5	stance	stance	NOUN
fcis-14826	145	6	detection	detection	NOUN
fcis-14826	145	7	task	task	NOUN
fcis-14826	145	8	with	with	ADP
fcis-14826	145	9	types	type	NOUN
fcis-14826	145	10	of	of	ADP
fcis-14826	145	11	stances	stance	NOUN
fcis-14826	145	12	,	,	PUNCT
fcis-14826	145	13	for	for	ADP
fcis-14826	145	14	one	one	NUM
fcis-14826	145	15	comment	comment	NOUN
fcis-14826	145	16	in	in	ADP
fcis-14826	145	17	comment	comment	NOUN
fcis-14826	145	18	set	set	NOUN
fcis-14826	145	19	,	,	PUNCT
fcis-14826	145	20	the	the	DET
fcis-14826	145	21	stance	stance	NOUN
fcis-14826	145	22	category	category	NOUN
fcis-14826	145	23	can	can	AUX
fcis-14826	145	24	obtain	obtain	VERB
fcis-14826	145	25	as	as	ADP
fcis-14826	145	26	formula	formula	NOUN
fcis-14826	145	27	18	18	NUM
fcis-14826	145	28	.	.	PUNCT
fcis-14826	146	1	(	(	PUNCT
fcis-14826	146	2	18	18	NUM
fcis-14826	146	3	)	)	SYM
fcis-14826	146	4	81	81	NUM
fcis-14826	146	5	table	table	NOUN
fcis-14826	146	6	1	1	NUM
fcis-14826	146	7	.	.	PUNCT
fcis-14826	147	1	the	the	DET
fcis-14826	147	2	structure	structure	NOUN
fcis-14826	147	3	of	of	ADP
fcis-14826	147	4	stance	stance	NOUN
fcis-14826	147	5	features	feature	VERB
fcis-14826	147	6	type	type	NOUN
fcis-14826	147	7	features	feature	VERB
fcis-14826	147	8	stance	stance	NOUN
fcis-14826	147	9	proportion	proportion	NOUN
fcis-14826	147	10	frequency	frequency	NOUN
fcis-14826	147	11	of	of	ADP
fcis-14826	147	12	stance	stance	NOUN
fcis-14826	147	13	type	type	NOUN
fcis-14826	147	14	1	1	NUM
fcis-14826	147	15	(	(	PUNCT
fcis-14826	147	16	)	)	PUNCT
fcis-14826	147	17	frequency	frequency	NOUN
fcis-14826	147	18	of	of	ADP
fcis-14826	147	19	stance	stance	NOUN
fcis-14826	147	20	type	type	NOUN
fcis-14826	147	21	2	2	NUM
fcis-14826	147	22	(	(	PUNCT
fcis-14826	147	23	)	)	PUNCT
fcis-14826	147	24	…	…	PUNCT
fcis-14826	147	25	…	…	SYM
fcis-14826	147	26	frequency	frequency	NOUN
fcis-14826	147	27	of	of	ADP
fcis-14826	147	28	stance	stance	NOUN
fcis-14826	147	29	type	type	NOUN
fcis-14826	147	30	(	(	PUNCT
fcis-14826	147	31	)	)	PUNCT
fcis-14826	147	32	max	max	PROPN
fcis-14826	147	33	-	-	PUNCT
fcis-14826	147	34	min	min	PROPN
fcis-14826	147	35	stance	stance	NOUN
fcis-14826	147	36	the	the	DET
fcis-14826	147	37	most	most	ADV
fcis-14826	147	38	common	common	ADJ
fcis-14826	147	39	stance	stance	NOUN
fcis-14826	147	40	types	type	NOUN
fcis-14826	147	41	(	(	PUNCT
fcis-14826	147	42	)	)	PUNCT
fcis-14826	147	43	the	the	DET
fcis-14826	147	44	less	less	ADV
fcis-14826	147	45	common	common	ADJ
fcis-14826	147	46	stance	stance	NOUN
fcis-14826	147	47	types	type	NOUN
fcis-14826	147	48	(	(	PUNCT
fcis-14826	147	49	)	)	PUNCT
fcis-14826	147	50	stance	stance	NOUN
fcis-14826	147	51	difference	difference	NOUN
fcis-14826	147	52	variance	variance	NOUN
fcis-14826	147	53	of	of	ADP
fcis-14826	147	54	all	all	DET
fcis-14826	147	55	stance	stance	NOUN
fcis-14826	147	56	class	class	NOUN
fcis-14826	147	57	proportions	proportion	NOUN
fcis-14826	147	58	(	(	PUNCT
fcis-14826	147	59	)	)	PUNCT
fcis-14826	147	60	standard	standard	ADJ
fcis-14826	147	61	deviation	deviation	NOUN
fcis-14826	147	62	of	of	ADP
fcis-14826	147	63	all	all	DET
fcis-14826	147	64	stance	stance	NOUN
fcis-14826	147	65	class	class	NOUN
fcis-14826	147	66	proportions	proportion	NOUN
fcis-14826	147	67	(	(	PUNCT
fcis-14826	147	68	)	)	PUNCT
fcis-14826	147	69	fig	fig	NOUN
fcis-14826	147	70	6	6	NUM
fcis-14826	147	71	.	.	PUNCT
fcis-14826	148	1	the	the	DET
fcis-14826	148	2	structure	structure	NOUN
fcis-14826	148	3	of	of	ADP
fcis-14826	148	4	the	the	DET
fcis-14826	148	5	bert	bert	PROPN
fcis-14826	148	6	stance	stance	NOUN
fcis-14826	148	7	classifier	classifier	NOUN
fcis-14826	148	8	in	in	ADP
fcis-14826	148	9	the	the	DET
fcis-14826	148	10	actual	actual	ADJ
fcis-14826	148	11	operation	operation	NOUN
fcis-14826	148	12	of	of	ADP
fcis-14826	148	13	the	the	DET
fcis-14826	148	14	stance	stance	NOUN
fcis-14826	148	15	information	information	NOUN
fcis-14826	148	16	module	module	NOUN
fcis-14826	148	17	,	,	PUNCT
fcis-14826	148	18	the	the	DET
fcis-14826	148	19	bert	bert	PROPN
fcis-14826	148	20	classifier	classifier	NOUN
fcis-14826	148	21	is	be	AUX
fcis-14826	148	22	firstly	firstly	ADV
fcis-14826	148	23	used	use	VERB
fcis-14826	148	24	to	to	PART
fcis-14826	148	25	extract	extract	VERB
fcis-14826	148	26	the	the	DET
fcis-14826	148	27	stances	stance	NOUN
fcis-14826	148	28	of	of	ADP
fcis-14826	148	29	a	a	DET
fcis-14826	148	30	specific	specific	ADJ
fcis-14826	148	31	comment	comment	NOUN
fcis-14826	148	32	set	set	VERB
fcis-14826	148	33	,	,	PUNCT
fcis-14826	148	34	,	,	PUNCT
fcis-14826	148	35	…	…	PUNCT
fcis-14826	148	36	,	,	PUNCT
fcis-14826	148	37	one	one	NUM
fcis-14826	148	38	by	by	ADP
fcis-14826	148	39	one	one	NUM
fcis-14826	148	40	to	to	PART
fcis-14826	148	41	obtain	obtain	VERB
fcis-14826	148	42	the	the	DET
fcis-14826	148	43	comment	comment	NOUN
fcis-14826	148	44	stance	stance	NOUN
fcis-14826	148	45	set	set	VERB
fcis-14826	148	46	,	,	PUNCT
fcis-14826	148	47	,	,	PUNCT
fcis-14826	148	48	…	…	PUNCT
fcis-14826	148	49	,	,	PUNCT
fcis-14826	148	50	,	,	PUNCT
fcis-14826	148	51	as	as	SCONJ
fcis-14826	148	52	shown	show	VERB
fcis-14826	148	53	in	in	ADP
fcis-14826	148	54	equation	equation	NOUN
fcis-14826	148	55	19	19	NUM
fcis-14826	148	56	.	.	PUNCT
fcis-14826	149	1	(	(	PUNCT
fcis-14826	149	2	19	19	NUM
fcis-14826	149	3	)	)	PUNCT
fcis-14826	149	4	then	then	ADV
fcis-14826	149	5	,	,	PUNCT
fcis-14826	149	6	according	accord	VERB
fcis-14826	149	7	to	to	ADP
fcis-14826	149	8	the	the	DET
fcis-14826	149	9	comment	comment	NOUN
fcis-14826	149	10	stance	stance	NOUN
fcis-14826	149	11	set	set	VERB
fcis-14826	149	12	,	,	PUNCT
fcis-14826	149	13	a	a	DET
fcis-14826	149	14	series	series	NOUN
fcis-14826	149	15	of	of	ADP
fcis-14826	149	16	parameters	parameter	NOUN
fcis-14826	149	17	related	relate	VERB
fcis-14826	149	18	to	to	ADP
fcis-14826	149	19	the	the	DET
fcis-14826	149	20	stance	stance	NOUN
fcis-14826	149	21	’s	’s	PART
fcis-14826	149	22	distribution	distribution	NOUN
fcis-14826	149	23	can	can	AUX
fcis-14826	149	24	be	be	AUX
fcis-14826	149	25	calculated	calculate	VERB
fcis-14826	149	26	,	,	PUNCT
fcis-14826	149	27	including	include	VERB
fcis-14826	149	28	the	the	DET
fcis-14826	149	29	frequency	frequency	NOUN
fcis-14826	149	30	of	of	ADP
fcis-14826	149	31	all	all	DET
fcis-14826	149	32	stance	stance	NOUN
fcis-14826	149	33	type	type	NOUN
fcis-14826	149	34	,	,	PUNCT
fcis-14826	149	35	,	,	PUNCT
fcis-14826	149	36	.	.	PUNCT
fcis-14826	149	37	.	.	PUNCT
fcis-14826	150	1	.	.	PUNCT
fcis-14826	151	1	,	,	PUNCT
fcis-14826	151	2	(	(	PUNCT
fcis-14826	151	3	formula	formula	NOUN
fcis-14826	151	4	20	20	NUM
fcis-14826	151	5	)	)	PUNCT
fcis-14826	151	6	,	,	PUNCT
fcis-14826	151	7	the	the	DET
fcis-14826	151	8	most	most	ADV
fcis-14826	151	9	common	common	ADJ
fcis-14826	151	10	stance	stance	NOUN
fcis-14826	151	11	types	type	NOUN
fcis-14826	151	12	and	and	CCONJ
fcis-14826	151	13	the	the	DET
fcis-14826	151	14	less	less	ADV
fcis-14826	151	15	common	common	ADJ
fcis-14826	151	16	stance	stance	NOUN
fcis-14826	151	17	types	type	NOUN
fcis-14826	151	18	(	(	PUNCT
fcis-14826	151	19	formula	formula	NOUN
fcis-14826	151	20	21	21	NUM
fcis-14826	151	21	)	)	PUNCT
fcis-14826	151	22	,	,	PUNCT
fcis-14826	151	23	the	the	DET
fcis-14826	151	24	variance	variance	NOUN
fcis-14826	151	25	and	and	CCONJ
fcis-14826	151	26	standard	standard	ADJ
fcis-14826	151	27	deviation	deviation	NOUN
fcis-14826	151	28	(	(	PUNCT
fcis-14826	151	29	formula	formula	NOUN
fcis-14826	151	30	22	22	NUM
fcis-14826	151	31	)	)	PUNCT
fcis-14826	151	32	.	.	PUNCT
fcis-14826	151	33	.	.	PUNCT
fcis-14826	151	34	.	.	PUNCT
fcis-14826	151	35	.	.	PUNCT
fcis-14826	151	36	.	.	PUNCT
fcis-14826	151	37	.	.	PUNCT
fcis-14826	151	38	.	.	PUNCT
fcis-14826	152	1	(	(	PUNCT
fcis-14826	152	2	20	20	NUM
fcis-14826	152	3	)	)	PUNCT
fcis-14826	152	4	,	,	PUNCT
fcis-14826	152	5	,	,	PUNCT
fcis-14826	152	6	.	.	PUNCT
fcis-14826	152	7	.	.	PUNCT
fcis-14826	152	8	.	.	PUNCT
fcis-14826	153	1	,	,	PUNCT
fcis-14826	153	2	,	,	PUNCT
fcis-14826	153	3	,	,	PUNCT
fcis-14826	153	4	.	.	PUNCT
fcis-14826	153	5	.	.	PUNCT
fcis-14826	154	1	.	.	PUNCT
fcis-14826	155	1	,	,	PUNCT
fcis-14826	155	2	(	(	PUNCT
fcis-14826	155	3	21	21	NUM
fcis-14826	155	4	)	)	PUNCT
fcis-14826	155	5	,	,	PUNCT
fcis-14826	155	6	,	,	PUNCT
fcis-14826	155	7	.	.	PUNCT
fcis-14826	155	8	.	.	PUNCT
fcis-14826	155	9	.	.	PUNCT
fcis-14826	156	1	,	,	PUNCT
fcis-14826	156	2	,	,	PUNCT
fcis-14826	156	3	,	,	PUNCT
fcis-14826	156	4	.	.	PUNCT
fcis-14826	156	5	.	.	PUNCT
fcis-14826	157	1	.	.	PUNCT
fcis-14826	158	1	,	,	PUNCT
fcis-14826	158	2	(	(	PUNCT
fcis-14826	158	3	22	22	NUM
fcis-14826	158	4	)	)	PUNCT
fcis-14826	158	5	in	in	ADP
fcis-14826	158	6	equation	equation	NOUN
fcis-14826	158	7	20	20	NUM
fcis-14826	158	8	,	,	PUNCT
fcis-14826	158	9	represents	represent	VERB
fcis-14826	158	10	the	the	DET
fcis-14826	158	11	number	number	NOUN
fcis-14826	158	12	of	of	ADP
fcis-14826	158	13	the	the	DET
fcis-14826	158	14	stance	stance	NOUN
fcis-14826	158	15	in	in	ADP
fcis-14826	158	16	the	the	DET
fcis-14826	158	17	comment	comment	NOUN
fcis-14826	158	18	area	area	NOUN
fcis-14826	158	19	.	.	PUNCT
fcis-14826	159	1	as	as	ADP
fcis-14826	159	2	for	for	ADP
fcis-14826	159	3	equation	equation	NOUN
fcis-14826	159	4	21	21	NUM
fcis-14826	159	5	,	,	PUNCT
fcis-14826	159	6	and	and	CCONJ
fcis-14826	159	7	are	be	AUX
fcis-14826	159	8	the	the	DET
fcis-14826	159	9	maximum	maximum	ADJ
fcis-14826	159	10	and	and	CCONJ
fcis-14826	159	11	minimum	minimum	ADJ
fcis-14826	159	12	index	index	NOUN
fcis-14826	159	13	functions	function	NOUN
fcis-14826	159	14	.	.	PUNCT
fcis-14826	160	1	these	these	DET
fcis-14826	160	2	two	two	NUM
fcis-14826	160	3	functions	function	NOUN
fcis-14826	160	4	are	be	AUX
fcis-14826	160	5	used	use	VERB
fcis-14826	160	6	to	to	PART
fcis-14826	160	7	extract	extract	VERB
fcis-14826	160	8	the	the	DET
fcis-14826	160	9	most	most	ADV
fcis-14826	160	10	frequent	frequent	ADJ
fcis-14826	160	11	and	and	CCONJ
fcis-14826	160	12	least	least	ADJ
fcis-14826	160	13	frequent	frequent	ADJ
fcis-14826	160	14	stance	stance	NOUN
fcis-14826	160	15	categories	category	NOUN
fcis-14826	160	16	in	in	ADP
fcis-14826	160	17	the	the	DET
fcis-14826	160	18	comment	comment	NOUN
fcis-14826	160	19	area	area	NOUN
fcis-14826	160	20	,	,	PUNCT
fcis-14826	160	21	respectively	respectively	ADV
fcis-14826	160	22	.	.	PUNCT
fcis-14826	161	1	in	in	ADP
fcis-14826	161	2	equation	equation	NOUN
fcis-14826	161	3	22	22	NUM
fcis-14826	161	4	,	,	PUNCT
fcis-14826	161	5	and	and	CCONJ
fcis-14826	161	6	are	be	AUX
fcis-14826	161	7	the	the	DET
fcis-14826	161	8	variance	variance	NOUN
fcis-14826	161	9	and	and	CCONJ
fcis-14826	161	10	standard	standard	ADJ
fcis-14826	161	11	deviation	deviation	NOUN
fcis-14826	161	12	functions	function	NOUN
fcis-14826	161	13	.	.	PUNCT
fcis-14826	162	1	after	after	SCONJ
fcis-14826	162	2	the	the	DET
fcis-14826	162	3	process	process	NOUN
fcis-14826	162	4	mentioned	mention	VERB
fcis-14826	162	5	above	above	ADV
fcis-14826	162	6	,	,	PUNCT
fcis-14826	162	7	three	three	NUM
fcis-14826	162	8	sub	sub	NOUN
fcis-14826	162	9	-	-	ADJ
fcis-14826	162	10	parts	part	NOUN
fcis-14826	162	11	of	of	ADP
fcis-14826	162	12	stance	stance	NOUN
fcis-14826	162	13	information	information	NOUN
fcis-14826	162	14	,	,	PUNCT
fcis-14826	162	15	namely	namely	ADV
fcis-14826	162	16	stance	stance	NOUN
fcis-14826	162	17	proportion	proportion	NOUN
fcis-14826	162	18	,	,	PUNCT
fcis-14826	162	19	maxmin	maxmin	NOUN
fcis-14826	162	20	type	type	NOUN
fcis-14826	162	21	,	,	PUNCT
fcis-14826	162	22	and	and	CCONJ
fcis-14826	162	23	stance	stance	NOUN
fcis-14826	162	24	difference	difference	NOUN
fcis-14826	162	25	,	,	PUNCT
fcis-14826	162	26	can	can	AUX
fcis-14826	162	27	be	be	AUX
fcis-14826	162	28	calculated	calculate	VERB
fcis-14826	162	29	by	by	ADP
fcis-14826	162	30	formulas	formula	NOUN
fcis-14826	162	31	23	23	NUM
fcis-14826	162	32	-	-	SYM
fcis-14826	162	33	25	25	NUM
fcis-14826	162	34	:	:	PUNCT
fcis-14826	162	35	⊕	⊕	PROPN
fcis-14826	162	36	⊕.	⊕.	PROPN
fcis-14826	162	37	.	.	PUNCT
fcis-14826	163	1	.⊕	.⊕	PROPN
fcis-14826	164	1	(	(	PUNCT
fcis-14826	164	2	23	23	NUM
fcis-14826	164	3	)	)	PUNCT
fcis-14826	164	4	⊕	⊕	PROPN
fcis-14826	164	5	(	(	PUNCT
fcis-14826	164	6	24	24	NUM
fcis-14826	164	7	)	)	PUNCT
fcis-14826	164	8	⊕	⊕	PROPN
fcis-14826	164	9	(	(	PUNCT
fcis-14826	164	10	25	25	NUM
fcis-14826	164	11	)	)	PUNCT
fcis-14826	164	12	the	the	DET
fcis-14826	164	13	stance	stance	NOUN
fcis-14826	164	14	information	information	NOUN
fcis-14826	164	15	module	module	NOUN
fcis-14826	164	16	can	can	AUX
fcis-14826	164	17	be	be	AUX
fcis-14826	164	18	obtained	obtain	VERB
fcis-14826	164	19	through	through	ADP
fcis-14826	164	20	the	the	DET
fcis-14826	164	21	splicing	splicing	NOUN
fcis-14826	164	22	of	of	ADP
fcis-14826	164	23	its	its	PRON
fcis-14826	164	24	three	three	NUM
fcis-14826	164	25	sub	sub	NOUN
fcis-14826	164	26	-	-	NOUN
fcis-14826	164	27	parts	part	NOUN
fcis-14826	164	28	,	,	PUNCT
fcis-14826	164	29	as	as	SCONJ
fcis-14826	164	30	shown	show	VERB
fcis-14826	164	31	in	in	ADP
fcis-14826	164	32	equation	equation	NOUN
fcis-14826	164	33	26	26	NUM
fcis-14826	164	34	.	.	PUNCT
fcis-14826	165	1	⊕	⊕	PROPN
fcis-14826	165	2	⊕	⊕	PROPN
fcis-14826	165	3	(	(	PUNCT
fcis-14826	165	4	26	26	NUM
fcis-14826	165	5	)	)	PUNCT
fcis-14826	165	6	2.5	2.5	NUM
fcis-14826	165	7	.	.	PUNCT
fcis-14826	166	1	dual	dual	ADJ
fcis-14826	166	2	emotion	emotion	NOUN
fcis-14826	166	3	-	-	PUNCT
fcis-14826	166	4	stance	stance	NOUN
fcis-14826	166	5	representation	representation	NOUN
fcis-14826	166	6	dual	dual	ADJ
fcis-14826	166	7	emotion	emotion	NOUN
fcis-14826	166	8	-	-	PUNCT
fcis-14826	166	9	stance	stance	NOUN
fcis-14826	166	10	representation	representation	NOUN
fcis-14826	166	11	,	,	PUNCT
fcis-14826	166	12	is	be	AUX
fcis-14826	166	13	concatenated	concatenate	VERB
fcis-14826	166	14	by	by	ADP
fcis-14826	166	15	dual	dual	ADJ
fcis-14826	166	16	emotional	emotional	ADJ
fcis-14826	166	17	information	information	NOUN
fcis-14826	166	18	module	module	NOUN
fcis-14826	166	19	and	and	CCONJ
fcis-14826	166	20	stance	stance	NOUN
fcis-14826	166	21	information	information	NOUN
fcis-14826	166	22	module	module	NOUN
fcis-14826	166	23	,	,	PUNCT
fcis-14826	166	24	as	as	SCONJ
fcis-14826	166	25	shown	show	VERB
fcis-14826	166	26	in	in	ADP
fcis-14826	166	27	formula	formula	NOUN
fcis-14826	166	28	27	27	NUM
fcis-14826	166	29	:	:	PUNCT
fcis-14826	166	30	,	,	PUNCT
fcis-14826	166	31	⊕	⊕	PROPN
fcis-14826	166	32	(	(	PUNCT
fcis-14826	166	33	27	27	NUM
fcis-14826	166	34	)	)	PUNCT
fcis-14826	166	35	the	the	DET
fcis-14826	166	36	model	model	NOUN
fcis-14826	166	37	involving	involve	VERB
fcis-14826	166	38	this	this	DET
fcis-14826	166	39	representation	representation	NOUN
fcis-14826	166	40	,	,	PUNCT
fcis-14826	166	41	performs	perform	VERB
fcis-14826	166	42	better	well	ADJ
fcis-14826	166	43	than	than	ADP
fcis-14826	166	44	models	model	NOUN
fcis-14826	166	45	based	base	VERB
fcis-14826	166	46	on	on	ADP
fcis-14826	166	47	sentiment	sentiment	NOUN
fcis-14826	166	48	or	or	CCONJ
fcis-14826	166	49	stance	stance	NOUN
fcis-14826	166	50	,	,	PUNCT
fcis-14826	166	51	both	both	CCONJ
fcis-14826	166	52	in	in	ADP
fcis-14826	166	53	detecting	detect	VERB
fcis-14826	166	54	general	general	ADJ
fcis-14826	166	55	fake	fake	ADJ
fcis-14826	166	56	news	news	NOUN
fcis-14826	166	57	and	and	CCONJ
fcis-14826	166	58	well	well	ADV
fcis-14826	166	59	-	-	PUNCT
fcis-14826	166	60	crafted	craft	VERB
fcis-14826	166	61	fake	fake	ADJ
fcis-14826	166	62	news	news	NOUN
fcis-14826	166	63	:	:	PUNCT
fcis-14826	166	64	(	(	PUNCT
fcis-14826	166	65	1	1	X
fcis-14826	166	66	)	)	PUNCT
fcis-14826	166	67	when	when	SCONJ
fcis-14826	166	68	representing	represent	VERB
fcis-14826	166	69	general	general	ADJ
fcis-14826	166	70	fake	fake	ADJ
fcis-14826	166	71	news	news	NOUN
fcis-14826	166	72	and	and	CCONJ
fcis-14826	166	73	comment	comment	NOUN
fcis-14826	166	74	text	text	NOUN
fcis-14826	166	75	information	information	NOUN
fcis-14826	166	76	,	,	PUNCT
fcis-14826	166	77	it	it	PRON
fcis-14826	166	78	can	can	AUX
fcis-14826	166	79	provide	provide	VERB
fcis-14826	166	80	two	two	NUM
fcis-14826	166	81	-	-	PUNCT
fcis-14826	166	82	dimensional	dimensional	ADJ
fcis-14826	166	83	descriptions	description	NOUN
fcis-14826	166	84	of	of	ADP
fcis-14826	166	85	stance	stance	NOUN
fcis-14826	166	86	and	and	CCONJ
fcis-14826	166	87	emotion	emotion	NOUN
fcis-14826	166	88	,	,	PUNCT
fcis-14826	166	89	bringing	bring	VERB
fcis-14826	166	90	finer	fine	ADJ
fcis-14826	166	91	and	and	CCONJ
fcis-14826	166	92	higher	higher	ADV
fcis-14826	166	93	-	-	PUNCT
fcis-14826	166	94	grained	grain	VERB
fcis-14826	166	95	input	input	NOUN
fcis-14826	166	96	information	information	NOUN
fcis-14826	166	97	to	to	PART
fcis-14826	166	98	subsequent	subsequent	ADJ
fcis-14826	166	99	fake	fake	ADJ
fcis-14826	166	100	news	news	NOUN
fcis-14826	166	101	analysis	analysis	NOUN
fcis-14826	166	102	(	(	PUNCT
fcis-14826	166	103	2	2	NUM
fcis-14826	166	104	)	)	PUNCT
fcis-14826	166	105	when	when	SCONJ
fcis-14826	166	106	dealing	deal	VERB
fcis-14826	166	107	with	with	ADP
fcis-14826	166	108	fake	fake	ADJ
fcis-14826	166	109	news	news	NOUN
fcis-14826	166	110	that	that	PRON
fcis-14826	166	111	tries	try	VERB
fcis-14826	166	112	to	to	PART
fcis-14826	166	113	arouse	arouse	VERB
fcis-14826	166	114	emotional	emotional	ADJ
fcis-14826	166	115	resonance	resonance	NOUN
fcis-14826	166	116	and	and	CCONJ
fcis-14826	166	117	when	when	SCONJ
fcis-14826	166	118	dealing	deal	VERB
fcis-14826	166	119	with	with	ADP
fcis-14826	166	120	fake	fake	ADJ
fcis-14826	166	121	news	news	NOUN
fcis-14826	166	122	that	that	PRON
fcis-14826	166	123	distorts	distort	VERB
fcis-14826	166	124	public	public	ADJ
fcis-14826	166	125	stances	stance	NOUN
fcis-14826	166	126	,	,	PUNCT
fcis-14826	166	127	the	the	DET
fcis-14826	166	128	performance	performance	NOUN
fcis-14826	166	129	can	can	AUX
fcis-14826	166	130	be	be	AUX
fcis-14826	166	131	improved	improve	VERB
fcis-14826	166	132	by	by	ADP
fcis-14826	166	133	analyzing	analyze	VERB
fcis-14826	166	134	the	the	DET
fcis-14826	166	135	anomalies	anomaly	NOUN
fcis-14826	166	136	of	of	ADP
fcis-14826	166	137	public	public	ADJ
fcis-14826	166	138	positions	position	NOUN
fcis-14826	166	139	;	;	PUNCT
fcis-14826	166	140	besides	besides	SCONJ
fcis-14826	166	141	,	,	PUNCT
fcis-14826	166	142	when	when	SCONJ
fcis-14826	166	143	facing	face	VERB
fcis-14826	166	144	the	the	DET
fcis-14826	166	145	fake	fake	ADJ
fcis-14826	166	146	news	news	NOUN
fcis-14826	166	147	that	that	PRON
fcis-14826	166	148	distorts	distort	VERB
fcis-14826	166	149	public	public	ADJ
fcis-14826	166	150	stances	stance	NOUN
fcis-14826	166	151	,	,	PUNCT
fcis-14826	166	152	anomalies	anomaly	NOUN
fcis-14826	166	153	in	in	ADP
fcis-14826	166	154	news	news	NOUN
fcis-14826	166	155	text	text	NOUN
fcis-14826	166	156	and	and	CCONJ
fcis-14826	166	157	comments	comment	NOUN
fcis-14826	166	158	’	'	PUNCT
fcis-14826	166	159	sentiments	sentiment	NOUN
fcis-14826	166	160	can	can	AUX
fcis-14826	166	161	be	be	AUX
fcis-14826	166	162	captured	capture	VERB
fcis-14826	166	163	to	to	PART
fcis-14826	166	164	reduce	reduce	VERB
fcis-14826	166	165	errors	error	NOUN
fcis-14826	166	166	in	in	ADP
fcis-14826	166	167	judgment	judgment	NOUN
fcis-14826	166	168	only	only	ADV
fcis-14826	166	169	from	from	ADP
fcis-14826	166	170	stances	stance	NOUN
fcis-14826	166	171	.	.	PUNCT
fcis-14826	167	1	the	the	DET
fcis-14826	167	2	fig	fig	NOUN
fcis-14826	167	3	.	.	PUNCT
fcis-14826	168	1	7	7	NUM
fcis-14826	168	2	shows	show	VERB
fcis-14826	168	3	how	how	SCONJ
fcis-14826	168	4	different	different	ADJ
fcis-14826	168	5	features	feature	NOUN
fcis-14826	168	6	synergize	synergize	VERB
fcis-14826	168	7	to	to	PART
fcis-14826	168	8	mitigate	mitigate	VERB
fcis-14826	168	9	the	the	DET
fcis-14826	168	10	problem	problem	NOUN
fcis-14826	168	11	of	of	ADP
fcis-14826	168	12	stance	stance	NOUN
fcis-14826	168	13	distortion	distortion	NOUN
fcis-14826	168	14	and	and	CCONJ
fcis-14826	168	15	emotional	emotional	ADJ
fcis-14826	168	16	resonance	resonance	NOUN
fcis-14826	168	17	.	.	PUNCT
fcis-14826	169	1	fig	fig	NOUN
fcis-14826	169	2	7	7	NUM
fcis-14826	169	3	.	.	PUNCT
fcis-14826	170	1	schematic	schematic	ADJ
fcis-14826	170	2	of	of	ADP
fcis-14826	170	3	joint	joint	ADJ
fcis-14826	170	4	collaboration	collaboration	NOUN
fcis-14826	170	5	of	of	ADP
fcis-14826	170	6	three	three	NUM
fcis-14826	170	7	features	feature	NOUN
fcis-14826	170	8	in	in	ADP
fcis-14826	170	9	order	order	NOUN
fcis-14826	170	10	to	to	PART
fcis-14826	170	11	further	far	ADV
fcis-14826	170	12	extract	extract	VERB
fcis-14826	170	13	the	the	DET
fcis-14826	170	14	key	key	ADJ
fcis-14826	170	15	information	information	NOUN
fcis-14826	170	16	in	in	ADP
fcis-14826	170	17	the	the	DET
fcis-14826	170	18	news	news	NOUN
fcis-14826	170	19	text	text	NOUN
fcis-14826	170	20	and	and	CCONJ
fcis-14826	170	21	the	the	DET
fcis-14826	170	22	comment	comment	NOUN
fcis-14826	170	23	section	section	NOUN
fcis-14826	170	24	,	,	PUNCT
fcis-14826	170	25	we	we	PRON
fcis-14826	170	26	connect	connect	VERB
fcis-14826	170	27	our	our	PRON
fcis-14826	170	28	representation	representation	NOUN
fcis-14826	170	29	,	,	PUNCT
fcis-14826	170	30	with	with	ADP
fcis-14826	170	31	existing	exist	VERB
fcis-14826	170	32	semantic	semantic	ADJ
fcis-14826	170	33	detection	detection	NOUN
fcis-14826	170	34	frameworks	framework	NOUN
fcis-14826	170	35	,	,	PUNCT
fcis-14826	170	36	as	as	SCONJ
fcis-14826	170	37	shown	show	VERB
fcis-14826	170	38	in	in	ADP
fcis-14826	170	39	figure	figure	NOUN
fcis-14826	170	40	2	2	NUM
fcis-14826	170	41	.	.	PUNCT
fcis-14826	171	1	this	this	DET
fcis-14826	171	2	paper	paper	NOUN
fcis-14826	171	3	uses	use	VERB
fcis-14826	171	4	the	the	DET
fcis-14826	171	5	bigru	bigru	NOUN
fcis-14826	171	6	detector	detector	NOUN
fcis-14826	171	7	,	,	PUNCT
fcis-14826	171	8	whose	whose	DET
fcis-14826	171	9	corresponding	correspond	VERB
fcis-14826	171	10	output	output	NOUN
fcis-14826	171	11	feature	feature	NOUN
fcis-14826	171	12	vector	vector	NOUN
fcis-14826	171	13	is	be	AUX
fcis-14826	171	14	,	,	PUNCT
fcis-14826	171	15	.	.	PUNCT
fcis-14826	172	1	thus	thus	ADV
fcis-14826	172	2	,	,	PUNCT
fcis-14826	172	3	we	we	PRON
fcis-14826	172	4	can	can	AUX
fcis-14826	172	5	obtain	obtain	VERB
fcis-14826	172	6	splicing	splicing	NOUN
fcis-14826	172	7	vector	vector	NOUN
fcis-14826	172	8	,	,	PUNCT
fcis-14826	172	9	,	,	PUNCT
fcis-14826	172	10	,	,	PUNCT
fcis-14826	172	11	that	that	PRON
fcis-14826	172	12	responds	respond	VERB
fcis-14826	172	13	to	to	ADP
fcis-14826	172	14	the	the	DET
fcis-14826	172	15	characteristics	characteristic	NOUN
fcis-14826	172	16	of	of	ADP
fcis-14826	172	17	each	each	DET
fcis-14826	172	18	dimension	dimension	NOUN
fcis-14826	172	19	of	of	ADP
fcis-14826	172	20	a	a	DET
fcis-14826	172	21	piece	piece	NOUN
fcis-14826	172	22	of	of	ADP
fcis-14826	172	23	news	news	NOUN
fcis-14826	172	24	.	.	PUNCT
fcis-14826	173	1	finally	finally	ADV
fcis-14826	173	2	,	,	PUNCT
fcis-14826	173	3	as	as	SCONJ
fcis-14826	173	4	shown	show	VERB
fcis-14826	173	5	in	in	ADP
fcis-14826	173	6	formula	formula	NOUN
fcis-14826	173	7	28	28	NUM
fcis-14826	173	8	,	,	PUNCT
fcis-14826	173	9	this	this	DET
fcis-14826	173	10	splicing	splicing	NOUN
fcis-14826	173	11	vector	vector	NOUN
fcis-14826	173	12	,	,	PUNCT
fcis-14826	173	13	,	,	PUNCT
fcis-14826	173	14	,	,	PUNCT
fcis-14826	173	15	,	,	PUNCT
fcis-14826	173	16	as	as	SCONJ
fcis-14826	173	17	the	the	DET
fcis-14826	173	18	input	input	NOUN
fcis-14826	173	19	,	,	PUNCT
fcis-14826	173	20	passes	pass	VERB
fcis-14826	173	21	through	through	ADP
fcis-14826	173	22	the	the	DET
fcis-14826	173	23	multi	multi	ADJ
fcis-14826	173	24	-	-	ADJ
fcis-14826	173	25	layer	layer	ADJ
fcis-14826	173	26	perceptron	perceptron	NOUN
fcis-14826	173	27	(	(	PUNCT
fcis-14826	173	28	mlp	mlp	PROPN
fcis-14826	173	29	)	)	PUNCT
fcis-14826	173	30	and	and	CCONJ
fcis-14826	173	31	a	a	DET
fcis-14826	173	32	softmax	softmax	NOUN
fcis-14826	173	33	layer	layer	NOUN
fcis-14826	173	34	to	to	PART
fcis-14826	173	35	obtain	obtain	VERB
fcis-14826	173	36	the	the	DET
fcis-14826	173	37	news	news	NOUN
fcis-14826	173	38	authenticity	authenticity	NOUN
fcis-14826	173	39	prediction	prediction	NOUN
fcis-14826	173	40	:	:	PUNCT
fcis-14826	173	41	,	,	PUNCT
fcis-14826	173	42	,	,	PUNCT
fcis-14826	173	43	,	,	PUNCT
fcis-14826	173	44	(	(	PUNCT
fcis-14826	173	45	28	28	NUM
fcis-14826	173	46	)	)	PUNCT
fcis-14826	173	47	in	in	ADP
fcis-14826	173	48	the	the	DET
fcis-14826	173	49	proposed	propose	VERB
fcis-14826	173	50	model	model	NOUN
fcis-14826	173	51	,	,	PUNCT
fcis-14826	173	52	since	since	SCONJ
fcis-14826	173	53	the	the	DET
fcis-14826	173	54	inputs	input	NOUN
fcis-14826	173	55	contain	contain	VERB
fcis-14826	173	56	feature	feature	NOUN
fcis-14826	173	57	vectors	vector	NOUN
fcis-14826	173	58	spliced	splice	VERB
fcis-14826	173	59	with	with	ADP
fcis-14826	173	60	different	different	ADJ
fcis-14826	173	61	dimensions	dimension	NOUN
fcis-14826	173	62	,	,	PUNCT
fcis-14826	173	63	they	they	PRON
fcis-14826	173	64	jointly	jointly	ADV
fcis-14826	173	65	have	have	VERB
fcis-14826	173	66	an	an	DET
fcis-14826	173	67	impact	impact	NOUN
fcis-14826	173	68	on	on	ADP
fcis-14826	173	69	the	the	DET
fcis-14826	173	70	final	final	ADJ
fcis-14826	173	71	prediction	prediction	NOUN
fcis-14826	173	72	result	result	NOUN
fcis-14826	173	73	.	.	PUNCT
fcis-14826	174	1	so	so	ADV
fcis-14826	174	2	,	,	PUNCT
fcis-14826	174	3	the	the	DET
fcis-14826	174	4	model	model	NOUN
fcis-14826	174	5	in	in	ADP
fcis-14826	174	6	this	this	DET
fcis-14826	174	7	paper	paper	NOUN
fcis-14826	174	8	has	have	VERB
fcis-14826	174	9	a	a	DET
fcis-14826	174	10	fuller	full	ADJ
fcis-14826	174	11	understanding	understanding	NOUN
fcis-14826	174	12	of	of	ADP
fcis-14826	174	13	the	the	DET
fcis-14826	174	14	information	information	NOUN
fcis-14826	174	15	of	of	ADP
fcis-14826	174	16	the	the	DET
fcis-14826	174	17	text	text	NOUN
fcis-14826	174	18	.	.	PUNCT
fcis-14826	175	1	3	3	X
fcis-14826	175	2	.	.	X
fcis-14826	175	3	experiments	experiment	NOUN
fcis-14826	175	4	in	in	ADP
fcis-14826	175	5	this	this	DET
fcis-14826	175	6	section	section	NOUN
fcis-14826	175	7	,	,	PUNCT
fcis-14826	175	8	we	we	PRON
fcis-14826	175	9	conduct	conduct	VERB
fcis-14826	175	10	different	different	ADJ
fcis-14826	175	11	experiments	experiment	NOUN
fcis-14826	175	12	to	to	PART
fcis-14826	175	13	evaluate	evaluate	VERB
fcis-14826	175	14	the	the	DET
fcis-14826	175	15	plausibility	plausibility	NOUN
fcis-14826	175	16	and	and	CCONJ
fcis-14826	175	17	performance	performance	NOUN
fcis-14826	175	18	of	of	ADP
fcis-14826	175	19	our	our	PRON
fcis-14826	175	20	model	model	NOUN
fcis-14826	175	21	.	.	PUNCT
fcis-14826	176	1	specifically	specifically	ADV
fcis-14826	176	2	,	,	PUNCT
fcis-14826	176	3	we	we	PRON
fcis-14826	176	4	focus	focus	VERB
fcis-14826	176	5	on	on	ADP
fcis-14826	176	6	the	the	DET
fcis-14826	176	7	following	follow	VERB
fcis-14826	176	8	four	four	NUM
fcis-14826	176	9	evaluation	evaluation	NOUN
fcis-14826	176	10	questions	question	NOUN
fcis-14826	176	11	:	:	PUNCT
fcis-14826	176	12			PROPN
fcis-14826	176	13	eq1	eq1	PROPN
fcis-14826	176	14	:	:	PUNCT
fcis-14826	176	15	do	do	AUX
fcis-14826	176	16	the	the	DET
fcis-14826	176	17	features(emotional	features(emotional	PROPN
fcis-14826	176	18	,	,	PUNCT
fcis-14826	176	19	stance	stance	NOUN
fcis-14826	176	20	,	,	PUNCT
fcis-14826	176	21	semantic	semantic	ADJ
fcis-14826	176	22	features	feature	NOUN
fcis-14826	176	23	)	)	PUNCT
fcis-14826	176	24	used	use	VERB
fcis-14826	176	25	by	by	ADP
fcis-14826	176	26	the	the	DET
fcis-14826	176	27	model	model	NOUN
fcis-14826	176	28	and	and	CCONJ
fcis-14826	176	29	joint	joint	ADJ
fcis-14826	176	30	feature	feature	NOUN
fcis-14826	176	31	operations	operation	NOUN
fcis-14826	176	32	improve	improve	VERB
fcis-14826	176	33	the	the	DET
fcis-14826	176	34	results	result	NOUN
fcis-14826	176	35	of	of	ADP
fcis-14826	176	36	rumor	rumor	NOUN
fcis-14826	176	37	detection	detection	NOUN
fcis-14826	176	38	?	?	PUNCT
fcis-14826	177	1			ADJ
fcis-14826	177	2	eq2	eq2	NOUN
fcis-14826	177	3	:	:	PUNCT
fcis-14826	177	4	how	how	SCONJ
fcis-14826	177	5	well	well	ADV
fcis-14826	177	6	does	do	AUX
fcis-14826	177	7	our	our	PRON
fcis-14826	177	8	model	model	NOUN
fcis-14826	177	9	perform	perform	VERB
fcis-14826	177	10	in	in	ADP
fcis-14826	177	11	the	the	DET
fcis-14826	177	12	real	real	ADJ
fcis-14826	177	13	world	world	NOUN
fcis-14826	177	14	?	?	PUNCT
fcis-14826	178	1	82	82	NUM
fcis-14826	178	2	3.1	3.1	NUM
fcis-14826	178	3	.	.	PUNCT
fcis-14826	178	4	dataset	dataset	ADJ
fcis-14826	178	5	description	description	NOUN
fcis-14826	178	6	.	.	PUNCT
fcis-14826	179	1	3.1.1	3.1.1	X
fcis-14826	179	2	.	.	PUNCT
fcis-14826	180	1	rumoureval-17	rumoureval-17	PROPN
fcis-14826	180	2	.	.	PUNCT
fcis-14826	181	1	the	the	DET
fcis-14826	181	2	rumoureval-17	rumoureval-17	PROPN
fcis-14826	181	3	dataset	dataset	NOUN
fcis-14826	181	4	is	be	AUX
fcis-14826	181	5	constructed	construct	VERB
fcis-14826	181	6	on	on	ADP
fcis-14826	181	7	the	the	DET
fcis-14826	181	8	release	release	NOUN
fcis-14826	181	9	of	of	ADP
fcis-14826	181	10	semeval-2017	semeval-2017	NOUN
fcis-14826	181	11	task	task	NOUN
fcis-14826	181	12	8	8	NUM
fcis-14826	181	13	[	[	X
fcis-14826	181	14	32	32	NUM
fcis-14826	181	15	]	]	PUNCT
fcis-14826	181	16	that	that	PRON
fcis-14826	181	17	is	be	AUX
fcis-14826	181	18	involved	involve	VERB
fcis-14826	181	19	with	with	ADP
fcis-14826	181	20	a	a	DET
fcis-14826	181	21	source	source	NOUN
fcis-14826	181	22	dataset	dataset	NOUN
fcis-14826	181	23	containing	contain	VERB
fcis-14826	181	24	rumors	rumor	NOUN
fcis-14826	181	25	on	on	ADP
fcis-14826	181	26	9	9	NUM
fcis-14826	181	27	distinct	distinct	ADJ
fcis-14826	181	28	breaking	break	VERB
fcis-14826	181	29	news	news	NOUN
fcis-14826	181	30	.	.	PUNCT
fcis-14826	182	1	the	the	DET
fcis-14826	182	2	raw	raw	ADJ
fcis-14826	182	3	dataset	dataset	NOUN
fcis-14826	182	4	comprises	comprise	VERB
fcis-14826	182	5	twitter	twitter	NOUN
fcis-14826	182	6	conversations	conversation	NOUN
fcis-14826	182	7	that	that	PRON
fcis-14826	182	8	are	be	AUX
fcis-14826	182	9	initiated	initiate	VERB
fcis-14826	182	10	by	by	ADP
fcis-14826	182	11	a	a	DET
fcis-14826	182	12	false	false	ADJ
fcis-14826	182	13	tweet	tweet	NOUN
fcis-14826	182	14	and	and	CCONJ
fcis-14826	182	15	297	297	NUM
fcis-14826	182	16	conversational	conversational	ADJ
fcis-14826	182	17	threads	thread	NOUN
fcis-14826	182	18	.	.	PUNCT
fcis-14826	183	1	the	the	DET
fcis-14826	183	2	conversations	conversation	NOUN
fcis-14826	183	3	contain	contain	VERB
fcis-14826	183	4	commenters	commenter	NOUN
fcis-14826	183	5	’	'	PUNCT
fcis-14826	183	6	tweets	tweet	NOUN
fcis-14826	183	7	replying	reply	VERB
fcis-14826	183	8	to	to	ADP
fcis-14826	183	9	those	those	DET
fcis-14826	183	10	false	false	ADJ
fcis-14826	183	11	tweets	tweet	NOUN
fcis-14826	183	12	.	.	PUNCT
fcis-14826	184	1	the	the	DET
fcis-14826	184	2	tweets	tweet	NOUN
fcis-14826	184	3	in	in	ADP
fcis-14826	184	4	comment	comment	NOUN
fcis-14826	184	5	area	area	NOUN
fcis-14826	184	6	are	be	AUX
fcis-14826	184	7	annotated	annotate	VERB
fcis-14826	184	8	with	with	ADP
fcis-14826	184	9	the	the	DET
fcis-14826	184	10	label	label	NOUN
fcis-14826	184	11	of	of	ADP
fcis-14826	184	12	support	support	NOUN
fcis-14826	184	13	,	,	PUNCT
fcis-14826	184	14	deny	deny	VERB
fcis-14826	184	15	,	,	PUNCT
fcis-14826	184	16	query	query	NOUN
fcis-14826	184	17	,	,	PUNCT
fcis-14826	184	18	or	or	CCONJ
fcis-14826	184	19	comment	comment	NOUN
fcis-14826	184	20	(	(	PUNCT
fcis-14826	184	21	sdqc	sdqc	NOUN
fcis-14826	184	22	)	)	PUNCT
fcis-14826	184	23	.	.	PUNCT
fcis-14826	185	1	there	there	PRON
fcis-14826	185	2	are	be	VERB
fcis-14826	185	3	two	two	NUM
fcis-14826	185	4	subtasks	subtask	NOUN
fcis-14826	185	5	in	in	ADP
fcis-14826	185	6	the	the	DET
fcis-14826	185	7	semeval-2017	semeval-2017	ADJ
fcis-14826	185	8	task	task	NOUN
fcis-14826	185	9	8	8	NUM
fcis-14826	185	10	which	which	PRON
fcis-14826	185	11	are	be	AUX
fcis-14826	185	12	stance	stance	NOUN
fcis-14826	185	13	classification	classification	NOUN
fcis-14826	185	14	and	and	CCONJ
fcis-14826	185	15	veracity	veracity	NOUN
fcis-14826	185	16	prediction	prediction	NOUN
fcis-14826	185	17	.	.	PUNCT
fcis-14826	186	1	the	the	DET
fcis-14826	186	2	subtask	subtask	NOUN
fcis-14826	186	3	a	a	PRON
fcis-14826	186	4	of	of	ADP
fcis-14826	186	5	stance	stance	NOUN
fcis-14826	186	6	classification	classification	NOUN
fcis-14826	186	7	is	be	AUX
fcis-14826	186	8	set	set	VERB
fcis-14826	186	9	to	to	PART
fcis-14826	186	10	label	label	VERB
fcis-14826	186	11	the	the	DET
fcis-14826	186	12	stance	stance	NOUN
fcis-14826	186	13	of	of	ADP
fcis-14826	186	14	comments	comment	NOUN
fcis-14826	186	15	,	,	PUNCT
fcis-14826	186	16	while	while	SCONJ
fcis-14826	186	17	the	the	DET
fcis-14826	186	18	purpose	purpose	NOUN
fcis-14826	186	19	of	of	ADP
fcis-14826	186	20	the	the	DET
fcis-14826	186	21	subtask	subtask	PROPN
fcis-14826	186	22	b	b	NOUN
fcis-14826	186	23	-	-	PUNCT
fcis-14826	186	24	veracity	veracity	NOUN
fcis-14826	186	25	prediction	prediction	NOUN
fcis-14826	186	26	is	be	AUX
fcis-14826	186	27	to	to	PART
fcis-14826	186	28	determine	determine	VERB
fcis-14826	186	29	the	the	DET
fcis-14826	186	30	veracity	veracity	NOUN
fcis-14826	186	31	of	of	ADP
fcis-14826	186	32	a	a	DET
fcis-14826	186	33	given	give	VERB
fcis-14826	186	34	rumor	rumor	NOUN
fcis-14826	186	35	.	.	PUNCT
fcis-14826	187	1	we	we	PRON
fcis-14826	187	2	make	make	VERB
fcis-14826	187	3	the	the	DET
fcis-14826	187	4	division	division	NOUN
fcis-14826	187	5	of	of	ADP
fcis-14826	187	6	our	our	PRON
fcis-14826	187	7	dataset	dataset	NOUN
fcis-14826	187	8	and	and	CCONJ
fcis-14826	187	9	evaluation	evaluation	NOUN
fcis-14826	187	10	metrics	metric	NOUN
fcis-14826	187	11	the	the	DET
fcis-14826	187	12	same	same	ADJ
fcis-14826	187	13	as	as	ADP
fcis-14826	187	14	what	what	PRON
fcis-14826	187	15	the	the	DET
fcis-14826	187	16	raw	raw	ADJ
fcis-14826	187	17	dataset	dataset	NOUN
fcis-14826	187	18	shows	show	NOUN
fcis-14826	187	19	.	.	PUNCT
fcis-14826	188	1	3.1.2	3.1.2	X
fcis-14826	188	2	.	.	PUNCT
fcis-14826	188	3	covid-19	covid-19	PROPN
fcis-14826	188	4	.	.	PUNCT
fcis-14826	189	1	the	the	DET
fcis-14826	189	2	data	datum	NOUN
fcis-14826	189	3	used	use	VERB
fcis-14826	189	4	in	in	ADP
fcis-14826	189	5	the	the	DET
fcis-14826	189	6	dataset	dataset	NOUN
fcis-14826	189	7	of	of	ADP
fcis-14826	189	8	covid-19	covid-19	PROPN
fcis-14826	189	9	are	be	AUX
fcis-14826	189	10	provided	provide	VERB
fcis-14826	189	11	by	by	ADP
fcis-14826	189	12	a	a	DET
fcis-14826	189	13	codalab	codalab	PROPN
fcis-14826	189	14	competition1	competition1	PROPN
fcis-14826	189	15	with	with	ADP
fcis-14826	189	16	the	the	DET
fcis-14826	189	17	title	title	NOUN
fcis-14826	189	18	of	of	ADP
fcis-14826	189	19	“	"	PUNCT
fcis-14826	189	20	covid19	covid19	VERB
fcis-14826	189	21	fake	fake	ADJ
fcis-14826	189	22	news	news	NOUN
fcis-14826	189	23	detection	detection	NOUN
fcis-14826	189	24	in	in	ADP
fcis-14826	189	25	english	english	PROPN
fcis-14826	189	26	”	"	PUNCT
fcis-14826	189	27	.	.	PUNCT
fcis-14826	190	1	the	the	DET
fcis-14826	190	2	news	news	NOUN
fcis-14826	190	3	posts	post	NOUN
fcis-14826	190	4	are	be	AUX
fcis-14826	190	5	all	all	ADV
fcis-14826	190	6	related	related	ADJ
fcis-14826	190	7	to	to	ADP
fcis-14826	190	8	coronavirus	coronavirus	NOUN
fcis-14826	190	9	and	and	CCONJ
fcis-14826	190	10	carefully	carefully	ADV
fcis-14826	190	11	selected	select	VERB
fcis-14826	190	12	from	from	ADP
fcis-14826	190	13	the	the	DET
fcis-14826	190	14	twitter	twitter	NOUN
fcis-14826	190	15	.	.	PUNCT
fcis-14826	191	1	the	the	DET
fcis-14826	191	2	covid-19	covid-19	PROPN
fcis-14826	191	3	dataset	dataset	NOUN
fcis-14826	191	4	contains	contain	VERB
fcis-14826	191	5	three	three	NUM
fcis-14826	191	6	json	json	NOUN
fcis-14826	191	7	files	file	NOUN
fcis-14826	191	8	,	,	PUNCT
fcis-14826	191	9	which	which	PRON
fcis-14826	191	10	are	be	AUX
fcis-14826	191	11	named	name	VERB
fcis-14826	191	12	train	train	NOUN
fcis-14826	191	13	,	,	PUNCT
fcis-14826	191	14	test	test	NOUN
fcis-14826	191	15	and	and	CCONJ
fcis-14826	191	16	val	val	NOUN
fcis-14826	191	17	,	,	PUNCT
fcis-14826	191	18	respectively	respectively	ADV
fcis-14826	191	19	.	.	PUNCT
fcis-14826	192	1	we	we	PRON
fcis-14826	192	2	split	split	VERB
fcis-14826	192	3	the	the	DET
fcis-14826	192	4	quantity	quantity	NOUN
fcis-14826	192	5	of	of	ADP
fcis-14826	192	6	post	post	NOUN
fcis-14826	192	7	in	in	ADP
fcis-14826	192	8	the	the	DET
fcis-14826	192	9	three	three	NUM
fcis-14826	192	10	files	file	NOUN
fcis-14826	192	11	by	by	ADP
fcis-14826	192	12	the	the	DET
fcis-14826	192	13	ratio	ratio	NOUN
fcis-14826	192	14	of	of	ADP
fcis-14826	192	15	4:1:1	4:1:1	PROPN
fcis-14826	192	16	.	.	PUNCT
fcis-14826	193	1	in	in	ADP
fcis-14826	193	2	training	training	NOUN
fcis-14826	193	3	set	set	NOUN
fcis-14826	193	4	,	,	PUNCT
fcis-14826	193	5	there	there	PRON
fcis-14826	193	6	are	be	VERB
fcis-14826	193	7	100	100	NUM
fcis-14826	193	8	records	record	NOUN
fcis-14826	193	9	of	of	ADP
fcis-14826	193	10	post	post	NOUN
fcis-14826	193	11	including	include	VERB
fcis-14826	193	12	two	two	NUM
fcis-14826	193	13	types	type	NOUN
fcis-14826	193	14	of	of	ADP
fcis-14826	193	15	data	data	NOUN
fcis-14826	193	16	-	-	PUNCT
fcis-14826	193	17	real	real	ADJ
fcis-14826	193	18	and	and	CCONJ
fcis-14826	193	19	fake	fake	ADJ
fcis-14826	193	20	.	.	PUNCT
fcis-14826	194	1	in	in	ADP
fcis-14826	194	2	testing	testing	NOUN
fcis-14826	194	3	set	set	NOUN
fcis-14826	194	4	,	,	PUNCT
fcis-14826	194	5	there	there	PRON
fcis-14826	194	6	are	be	VERB
fcis-14826	194	7	25	25	NUM
fcis-14826	194	8	records	record	NOUN
fcis-14826	194	9	of	of	ADP
fcis-14826	194	10	post	post	NOUN
fcis-14826	194	11	also	also	ADV
fcis-14826	194	12	annotated	annotate	VERB
fcis-14826	194	13	with	with	ADP
fcis-14826	194	14	the	the	DET
fcis-14826	194	15	label	label	NOUN
fcis-14826	194	16	of	of	ADP
fcis-14826	194	17	real	real	ADJ
fcis-14826	194	18	and	and	CCONJ
fcis-14826	194	19	fake	fake	ADJ
fcis-14826	194	20	.	.	PUNCT
fcis-14826	195	1	in	in	ADP
fcis-14826	195	2	validation	validation	NOUN
fcis-14826	195	3	set	set	NOUN
fcis-14826	195	4	,	,	PUNCT
fcis-14826	195	5	there	there	PRON
fcis-14826	195	6	are	be	VERB
fcis-14826	195	7	merely	merely	ADV
fcis-14826	195	8	25	25	NUM
fcis-14826	195	9	records	record	NOUN
fcis-14826	195	10	of	of	ADP
fcis-14826	195	11	post	post	NOUN
fcis-14826	195	12	with	with	ADP
fcis-14826	195	13	the	the	DET
fcis-14826	195	14	label	label	NOUN
fcis-14826	195	15	of	of	ADP
fcis-14826	195	16	real	real	ADJ
fcis-14826	195	17	and	and	CCONJ
fcis-14826	195	18	fake	fake	ADJ
fcis-14826	195	19	.	.	PUNCT
fcis-14826	196	1	3.2	3.2	NUM
fcis-14826	196	2	.	.	PUNCT
fcis-14826	197	1	dataset	dataset	ADJ
fcis-14826	197	2	preprocessing	preprocessing	NOUN
fcis-14826	197	3	.	.	PUNCT
fcis-14826	198	1	the	the	DET
fcis-14826	198	2	publicly	publicly	ADV
fcis-14826	198	3	available	available	ADJ
fcis-14826	198	4	tool	tool	NOUN
fcis-14826	198	5	of	of	ADP
fcis-14826	198	6	robust	robust	ADJ
fcis-14826	198	7	sentiment	sentiment	NOUN
fcis-14826	198	8	discovery	discovery	NOUN
fcis-14826	198	9	published	publish	VERB
fcis-14826	198	10	by	by	ADP
fcis-14826	198	11	nvidia	nvidia	PROPN
fcis-14826	198	12	[	[	X
fcis-14826	198	13	31	31	NUM
fcis-14826	198	14	]	]	PUNCT
fcis-14826	198	15	is	be	AUX
fcis-14826	198	16	used	use	VERB
fcis-14826	198	17	to	to	PART
fcis-14826	198	18	calculate	calculate	VERB
fcis-14826	198	19	the	the	DET
fcis-14826	198	20	value	value	NOUN
fcis-14826	198	21	of	of	ADP
fcis-14826	198	22	emotion	emotion	NOUN
fcis-14826	198	23	type	type	NOUN
fcis-14826	198	24	for	for	ADP
fcis-14826	198	25	rumoureval-17	rumoureval-17	PROPN
fcis-14826	198	26	and	and	CCONJ
fcis-14826	198	27	covid-19	covid-19	PROPN
fcis-14826	198	28	.	.	PROPN
fcis-14826	198	29	3.3	3.3	NUM
fcis-14826	198	30	.	.	PUNCT
fcis-14826	199	1	experimental	experimental	ADJ
fcis-14826	199	2	setup	setup	NOUN
fcis-14826	199	3	.	.	PUNCT
fcis-14826	200	1	3.3.1	3.3.1	X
fcis-14826	200	2	.	.	NOUN
fcis-14826	200	3	sentiment	sentiment	NOUN
fcis-14826	200	4	material	material	NOUN
fcis-14826	200	5	so	so	SCONJ
fcis-14826	200	6	as	as	SCONJ
fcis-14826	200	7	to	to	PART
fcis-14826	200	8	verify	verify	VERB
fcis-14826	200	9	the	the	DET
fcis-14826	200	10	effectiveness	effectiveness	NOUN
fcis-14826	200	11	of	of	ADP
fcis-14826	200	12	the	the	DET
fcis-14826	200	13	english	english	PROPN
fcis-14826	200	14	model	model	NOUN
fcis-14826	200	15	,	,	PUNCT
fcis-14826	200	16	we	we	PRON
fcis-14826	200	17	stochastically	stochastically	ADV
fcis-14826	200	18	selected	select	VERB
fcis-14826	200	19	100	100	NUM
fcis-14826	200	20	samples	sample	NOUN
fcis-14826	200	21	and	and	CCONJ
fcis-14826	200	22	annotated	annotate	VERB
fcis-14826	200	23	their	their	PRON
fcis-14826	200	24	emotion	emotion	NOUN
fcis-14826	200	25	types	type	NOUN
fcis-14826	200	26	manually	manually	ADV
fcis-14826	200	27	and	and	CCONJ
fcis-14826	200	28	separately	separately	ADV
fcis-14826	200	29	,	,	PUNCT
fcis-14826	200	30	which	which	PRON
fcis-14826	200	31	achieves	achieve	VERB
fcis-14826	200	32	the	the	DET
fcis-14826	200	33	precision	precision	NOUN
fcis-14826	200	34	of	of	ADP
fcis-14826	200	35	86	86	NUM
fcis-14826	200	36	%	%	NOUN
fcis-14826	200	37	for	for	ADP
fcis-14826	200	38	nvidia	nvidia	PROPN
fcis-14826	200	39	model	model	NOUN
fcis-14826	200	40	.	.	PUNCT
fcis-14826	201	1	therefore	therefore	ADV
fcis-14826	201	2	,	,	PUNCT
fcis-14826	201	3	the	the	DET
fcis-14826	201	4	nvidia	nvidia	PROPN
fcis-14826	201	5	model	model	NOUN
fcis-14826	201	6	could	could	AUX
fcis-14826	201	7	be	be	AUX
fcis-14826	201	8	used	use	VERB
fcis-14826	201	9	to	to	PART
fcis-14826	201	10	extract	extract	VERB
fcis-14826	201	11	the	the	DET
fcis-14826	201	12	latent	latent	ADJ
fcis-14826	201	13	emotional	emotional	ADJ
fcis-14826	201	14	information	information	NOUN
fcis-14826	201	15	for	for	ADP
fcis-14826	201	16	fake	fake	ADJ
fcis-14826	201	17	news	news	NOUN
fcis-14826	201	18	detection	detection	NOUN
fcis-14826	201	19	.	.	PUNCT
fcis-14826	202	1	for	for	ADP
fcis-14826	202	2	the	the	DET
fcis-14826	202	3	remaining	remain	VERB
fcis-14826	202	4	emotion	emotion	NOUN
fcis-14826	202	5	signals	signal	NOUN
fcis-14826	202	6	,	,	PUNCT
fcis-14826	202	7	the	the	DET
fcis-14826	202	8	nrc	nrc	PROPN
fcis-14826	202	9	emotion	emotion	NOUN
fcis-14826	202	10	dictionary	dictionary	NOUN
fcis-14826	202	11	[	[	X
fcis-14826	202	12	33	33	NUM
fcis-14826	202	13	]	]	PUNCT
fcis-14826	202	14	and	and	CCONJ
fcis-14826	202	15	nrc	nrc	VERB
fcis-14826	202	16	emotion	emotion	NOUN
fcis-14826	202	17	intensity	intensity	NOUN
fcis-14826	202	18	dictionary	dictionary	NOUN
fcis-14826	202	19	[	[	X
fcis-14826	202	20	34	34	NUM
fcis-14826	202	21	]	]	PUNCT
fcis-14826	202	22	are	be	AUX
fcis-14826	202	23	utilized	utilize	VERB
fcis-14826	202	24	to	to	PART
fcis-14826	202	25	extract	extract	VERB
fcis-14826	202	26	emotional	emotional	ADJ
fcis-14826	202	27	words	word	NOUN
fcis-14826	202	28	and	and	CCONJ
fcis-14826	202	29	emotional	emotional	ADJ
fcis-14826	202	30	intensity	intensity	NOUN
fcis-14826	202	31	features	feature	NOUN
fcis-14826	202	32	,	,	PUNCT
fcis-14826	202	33	separately	separately	ADV
fcis-14826	202	34	.	.	PUNCT
fcis-14826	203	1	besides	besides	SCONJ
fcis-14826	203	2	,	,	PUNCT
fcis-14826	203	3	sentiment	sentiment	NOUN
fcis-14826	203	4	scores	score	NOUN
fcis-14826	203	5	are	be	AUX
fcis-14826	203	6	obtained	obtain	VERB
fcis-14826	203	7	through	through	ADP
fcis-14826	203	8	the	the	DET
fcis-14826	203	9	vader	vader	NOUN
fcis-14826	203	10	library	library	NOUN
fcis-14826	203	11	of	of	ADP
fcis-14826	203	12	nltk	nltk	PROPN
fcis-14826	203	13	[	[	X
fcis-14826	203	14	35	35	NUM
fcis-14826	203	15	]	]	PUNCT
fcis-14826	203	16	.	.	PUNCT
fcis-14826	204	1	with	with	ADP
fcis-14826	204	2	respect	respect	NOUN
fcis-14826	204	3	to	to	ADP
fcis-14826	204	4	supplementary	supplementary	ADJ
fcis-14826	204	5	features	feature	NOUN
fcis-14826	204	6	in	in	ADP
fcis-14826	204	7	table	table	NOUN
fcis-14826	204	8	1	1	NUM
fcis-14826	204	9	,	,	PUNCT
fcis-14826	204	10	in	in	ADP
fcis-14826	204	11	emoticons	emoticon	NOUN
fcis-14826	204	12	,	,	PUNCT
fcis-14826	204	13	the	the	DET
fcis-14826	204	14	statistical	statistical	ADJ
fcis-14826	204	15	list	list	NOUN
fcis-14826	204	16	of	of	ADP
fcis-14826	204	17	emoticons	emoticon	NOUN
fcis-14826	204	18	from	from	ADP
fcis-14826	204	19	wikipedia	wikipedia	PROPN
fcis-14826	205	1	[	[	X
fcis-14826	205	2	36	36	NUM
fcis-14826	205	3	]	]	PUNCT
fcis-14826	205	4	is	be	AUX
fcis-14826	205	5	applied	apply	VERB
fcis-14826	205	6	to	to	PART
fcis-14826	205	7	classify	classify	VERB
fcis-14826	205	8	emoticons	emoticon	NOUN
fcis-14826	205	9	into	into	ADP
fcis-14826	205	10	five	five	NUM
fcis-14826	205	11	categories	category	NOUN
fcis-14826	205	12	:	:	PUNCT
fcis-14826	205	13	pleasure	pleasure	NOUN
fcis-14826	205	14	,	,	PUNCT
fcis-14826	205	15	rage	rage	NOUN
fcis-14826	205	16	,	,	PUNCT
fcis-14826	205	17	wonder	wonder	NOUN
fcis-14826	205	18	,	,	PUNCT
fcis-14826	205	19	sadness	sadness	NOUN
fcis-14826	205	20	and	and	CCONJ
fcis-14826	205	21	neutrality	neutrality	NOUN
fcis-14826	205	22	.	.	PUNCT
fcis-14826	206	1	in	in	ADP
fcis-14826	206	2	emotional	emotional	ADJ
fcis-14826	206	3	words	word	NOUN
fcis-14826	206	4	and	and	CCONJ
fcis-14826	206	5	degree	degree	NOUN
fcis-14826	206	6	words	word	NOUN
fcis-14826	206	7	,	,	PUNCT
fcis-14826	206	8	the	the	DET
fcis-14826	206	9	bilingual	bilingual	ADJ
fcis-14826	206	10	emotional	emotional	ADJ
fcis-14826	206	11	lexicon	lexicon	NOUN
fcis-14826	206	12	in	in	ADP
fcis-14826	206	13	hownet	hownet	PROPN
fcis-14826	206	14	[	[	X
fcis-14826	206	15	37	37	NUM
fcis-14826	206	16	]	]	PUNCT
fcis-14826	206	17	is	be	AUX
fcis-14826	206	18	used	use	VERB
fcis-14826	206	19	to	to	PART
fcis-14826	206	20	calculate	calculate	VERB
fcis-14826	206	21	the	the	DET
fcis-14826	206	22	frequency	frequency	NOUN
fcis-14826	206	23	of	of	ADP
fcis-14826	206	24	them	they	PRON
fcis-14826	206	25	.	.	PUNCT
fcis-14826	207	1	in	in	ADP
fcis-14826	207	2	negative	negative	ADJ
fcis-14826	207	3	words	word	NOUN
fcis-14826	207	4	,	,	PUNCT
fcis-14826	207	5	the	the	DET
fcis-14826	207	6	words	word	NOUN
fcis-14826	207	7	list	list	NOUN
fcis-14826	207	8	from	from	ADP
fcis-14826	207	9	wikipedia	wikipedia	PROPN
fcis-14826	207	10	,	,	PUNCT
fcis-14826	207	11	oxford	oxford	PROPN
fcis-14826	207	12	lexicon	lexicon	PROPN
fcis-14826	207	13	,	,	PUNCT
fcis-14826	207	14	and	and	CCONJ
fcis-14826	207	15	cambridge	cambridge	PROPN
fcis-14826	207	16	lexicon	lexicon	PROPN
fcis-14826	207	17	are	be	AUX
fcis-14826	207	18	collected	collect	VERB
fcis-14826	207	19	.	.	PUNCT
fcis-14826	208	1	3.3.2	3.3.2	X
fcis-14826	208	2	.	.	PUNCT
fcis-14826	208	3	parameter	parameter	NOUN
fcis-14826	208	4	scale	scale	NOUN
fcis-14826	208	5	.	.	PUNCT
fcis-14826	209	1	the	the	DET
fcis-14826	209	2	dimensions	dimension	NOUN
fcis-14826	209	3	of	of	ADP
fcis-14826	209	4	sub	sub	NOUN
fcis-14826	209	5	features	feature	NOUN
fcis-14826	209	6	contained	contain	VERB
fcis-14826	209	7	in	in	ADP
fcis-14826	209	8	dual	dual	ADJ
fcis-14826	209	9	sentiment	sentiment	NOUN
fcis-14826	209	10	features	feature	NOUN
fcis-14826	209	11	,	,	PUNCT
fcis-14826	209	12	like	like	INTJ
fcis-14826	209	13	,	,	PUNCT
fcis-14826	209	14	,	,	PUNCT
fcis-14826	209	15	and	and	CCONJ
fcis-14826	209	16	,	,	PUNCT
fcis-14826	209	17	are	be	AUX
fcis-14826	209	18	relevant	relevant	ADJ
fcis-14826	209	19	to	to	ADP
fcis-14826	209	20	english	english	ADJ
fcis-14826	209	21	sentiment	sentiment	NOUN
fcis-14826	209	22	material	material	NOUN
fcis-14826	209	23	.	.	PUNCT
fcis-14826	210	1	the	the	DET
fcis-14826	210	2	parameter	parameter	NOUN
fcis-14826	210	3	taken	take	VERB
fcis-14826	210	4	as	as	SCONJ
fcis-14826	210	5	the	the	DET
fcis-14826	210	6	dimension	dimension	NOUN
fcis-14826	210	7	of	of	ADP
fcis-14826	210	8	the	the	DET
fcis-14826	210	9	emotional	emotional	ADJ
fcis-14826	210	10	detector	detector	NOUN
fcis-14826	210	11	output	output	NOUN
fcis-14826	210	12	is	be	AUX
fcis-14826	210	13	assigned	assign	VERB
fcis-14826	210	14	with	with	ADP
fcis-14826	210	15	16	16	NUM
fcis-14826	210	16	.	.	PUNCT
fcis-14826	211	1	the	the	DET
fcis-14826	211	2	parameter	parameter	NOUN
fcis-14826	211	3	with	with	ADP
fcis-14826	211	4	the	the	DET
fcis-14826	211	5	value	value	NOUN
fcis-14826	211	6	of	of	ADP
fcis-14826	211	7	8	8	NUM
fcis-14826	211	8	represents	represent	VERB
fcis-14826	211	9	the	the	DET
fcis-14826	211	10	scale	scale	NOUN
fcis-14826	211	11	of	of	ADP
fcis-14826	211	12	various	various	ADJ
fcis-14826	211	13	sentiments	sentiment	NOUN
fcis-14826	211	14	.	.	PUNCT
fcis-14826	212	1	the	the	DET
fcis-14826	212	2	parameter	parameter	NOUN
fcis-14826	212	3	as	as	ADP
fcis-14826	212	4	the	the	DET
fcis-14826	212	5	dimension	dimension	NOUN
fcis-14826	212	6	of	of	ADP
fcis-14826	212	7	emotional	emotional	ADJ
fcis-14826	212	8	scores	score	NOUN
fcis-14826	212	9	of	of	ADP
fcis-14826	212	10	english	english	ADJ
fcis-14826	212	11	texts	text	NOUN
fcis-14826	212	12	,	,	PUNCT
fcis-14826	212	13	generated	generate	VERB
fcis-14826	212	14	via	via	ADP
fcis-14826	212	15	the	the	DET
fcis-14826	212	16	vader	vader	NOUN
fcis-14826	212	17	package	package	NOUN
fcis-14826	212	18	of	of	ADP
fcis-14826	212	19	nltk	nltk	PROPN
fcis-14826	212	20	,	,	PUNCT
fcis-14826	212	21	has	have	VERB
fcis-14826	212	22	four	four	NUM
fcis-14826	212	23	dimensions	dimension	NOUN
fcis-14826	212	24	that	that	PRON
fcis-14826	212	25	are	be	AUX
fcis-14826	212	26	positive	positive	ADJ
fcis-14826	212	27	,	,	PUNCT
fcis-14826	212	28	negative	negative	ADJ
fcis-14826	212	29	,	,	PUNCT
fcis-14826	212	30	neutral	neutral	ADJ
fcis-14826	212	31	and	and	CCONJ
fcis-14826	212	32	compound	compound	NOUN
fcis-14826	212	33	,	,	PUNCT
fcis-14826	212	34	respectively	respectively	ADV
fcis-14826	212	35	.	.	PUNCT
fcis-14826	213	1	for	for	ADP
fcis-14826	213	2	,	,	PUNCT
fcis-14826	213	3	the	the	DET
fcis-14826	213	4	dimensionalities	dimensionality	NOUN
fcis-14826	213	5	of	of	ADP
fcis-14826	213	6	auxiliary	auxiliary	ADJ
fcis-14826	213	7	features	feature	NOUN
fcis-14826	213	8	in	in	ADP
fcis-14826	213	9	table	table	NOUN
fcis-14826	213	10	1	1	NUM
fcis-14826	213	11	,	,	PUNCT
fcis-14826	213	12	has	have	VERB
fcis-14826	213	13	the	the	DET
fcis-14826	213	14	value	value	NOUN
fcis-14826	213	15	of	of	ADP
fcis-14826	213	16	16	16	NUM
fcis-14826	213	17	.	.	PUNCT
fcis-14826	214	1	the	the	DET
fcis-14826	214	2	value	value	NOUN
fcis-14826	214	3	of	of	ADP
fcis-14826	214	4	parameter	parameter	NOUN
fcis-14826	214	5	d	d	PROPN
fcis-14826	214	6	is	be	AUX
fcis-14826	214	7	52	52	NUM
fcis-14826	214	8	.	.	PUNCT
fcis-14826	215	1	for	for	ADP
fcis-14826	215	2	every	every	DET
fcis-14826	215	3	tweet	tweet	NOUN
fcis-14826	215	4	post	post	NOUN
fcis-14826	215	5	,	,	PUNCT
fcis-14826	215	6	at	at	ADP
fcis-14826	215	7	most	most	ADJ
fcis-14826	215	8	100	100	NUM
fcis-14826	215	9	comments	comment	NOUN
fcis-14826	215	10	in	in	ADP
fcis-14826	215	11	the	the	DET
fcis-14826	215	12	outset	outset	NOUN
fcis-14826	215	13	are	be	AUX
fcis-14826	215	14	selected	select	VERB
fcis-14826	215	15	.	.	PUNCT
fcis-14826	216	1	in	in	ADP
fcis-14826	216	2	the	the	DET
fcis-14826	216	3	target	target	NOUN
fcis-14826	216	4	aware	aware	ADJ
fcis-14826	216	5	bert	bert	NOUN
fcis-14826	216	6	for	for	ADP
fcis-14826	216	7	stance	stance	NOUN
fcis-14826	216	8	detection	detection	NOUN
fcis-14826	216	9	[	[	X
fcis-14826	216	10	45	45	NUM
fcis-14826	216	11	]	]	PUNCT
fcis-14826	216	12	,	,	PUNCT
fcis-14826	216	13	the	the	DET
fcis-14826	216	14	parameter	parameter	NOUN
fcis-14826	216	15	seed	seed	NOUN
fcis-14826	216	16	is	be	AUX
fcis-14826	216	17	specified	specify	VERB
fcis-14826	216	18	as	as	ADP
fcis-14826	216	19	4214	4214	NUM
fcis-14826	216	20	for	for	ADP
fcis-14826	216	21	the	the	DET
fcis-14826	216	22	current	current	ADJ
fcis-14826	216	23	run	run	NOUN
fcis-14826	216	24	.	.	PUNCT
fcis-14826	217	1	the	the	DET
fcis-14826	217	2	cross	cross	NOUN
fcis-14826	217	3	_	_	NOUN
fcis-14826	217	4	validation	validation	NOUN
fcis-14826	217	5	_	_	PUNCT
fcis-14826	218	1	num	num	ADJ
fcis-14826	218	2	,	,	PUNCT
fcis-14826	218	3	as	as	ADP
fcis-14826	218	4	the	the	DET
fcis-14826	218	5	facilitation	facilitation	NOUN
fcis-14826	218	6	of	of	ADP
fcis-14826	218	7	input	input	NOUN
fcis-14826	218	8	for	for	ADP
fcis-14826	218	9	cross	cross	NOUN
fcis-14826	218	10	validation	validation	NOUN
fcis-14826	218	11	in	in	ADP
fcis-14826	218	12	rumoureval-17	rumoureval-17	PROPN
fcis-14826	218	13	and	and	CCONJ
fcis-14826	218	14	covid-19	covid-19	PROPN
fcis-14826	218	15	datasets	dataset	NOUN
fcis-14826	218	16	,	,	PUNCT
fcis-14826	218	17	is	be	AUX
fcis-14826	218	18	4	4	NUM
fcis-14826	218	19	.	.	PUNCT
fcis-14826	219	1	the	the	DET
fcis-14826	219	2	dataset_name	dataset_name	PROPN
fcis-14826	219	3	,	,	PUNCT
fcis-14826	219	4	restricting	restrict	VERB
fcis-14826	219	5	the	the	DET
fcis-14826	219	6	type	type	NOUN
fcis-14826	219	7	of	of	ADP
fcis-14826	219	8	datasets	dataset	NOUN
fcis-14826	219	9	for	for	ADP
fcis-14826	219	10	the	the	DET
fcis-14826	219	11	experiments	experiment	NOUN
fcis-14826	219	12	involved	involve	VERB
fcis-14826	219	13	,	,	PUNCT
fcis-14826	219	14	has	have	VERB
fcis-14826	219	15	the	the	DET
fcis-14826	219	16	value	value	NOUN
fcis-14826	219	17	of	of	ADP
fcis-14826	219	18	rumoureval-17	rumoureval-17	PROPN
fcis-14826	219	19	and	and	CCONJ
fcis-14826	219	20	covid-19	covid-19	PROPN
fcis-14826	219	21	.	.	PUNCT
fcis-14826	220	1	the	the	DET
fcis-14826	220	2	batch_size	batch_size	NOUN
fcis-14826	220	3	,	,	PUNCT
fcis-14826	220	4	used	use	VERB
fcis-14826	220	5	to	to	PART
fcis-14826	220	6	determine	determine	VERB
fcis-14826	220	7	the	the	DET
fcis-14826	220	8	direction	direction	NOUN
fcis-14826	220	9	of	of	ADP
fcis-14826	220	10	descending	descending	NOUN
fcis-14826	220	11	,	,	PUNCT
fcis-14826	220	12	is	be	AUX
fcis-14826	220	13	set	set	VERB
fcis-14826	220	14	as	as	ADP
fcis-14826	220	15	16	16	NUM
fcis-14826	220	16	.	.	PUNCT
fcis-14826	221	1	the	the	DET
fcis-14826	221	2	lr	lr	PROPN
fcis-14826	221	3	,	,	PUNCT
fcis-14826	221	4	deciding	decide	VERB
fcis-14826	221	5	whether	whether	SCONJ
fcis-14826	221	6	target	target	NOUN
fcis-14826	221	7	function	function	NOUN
fcis-14826	221	8	converge	converge	NOUN
fcis-14826	221	9	to	to	ADP
fcis-14826	221	10	the	the	DET
fcis-14826	221	11	local	local	ADJ
fcis-14826	221	12	maximum	maximum	NOUN
fcis-14826	221	13	and	and	CCONJ
fcis-14826	221	14	when	when	SCONJ
fcis-14826	221	15	to	to	PART
fcis-14826	221	16	achieve	achieve	VERB
fcis-14826	221	17	it	it	PRON
fcis-14826	221	18	,	,	PUNCT
fcis-14826	221	19	is	be	AUX
fcis-14826	221	20	1e-4	1e-4	PROPN
fcis-14826	221	21	.	.	NOUN
fcis-14826	221	22	3.4	3.4	NUM
fcis-14826	221	23	.	.	PUNCT
fcis-14826	221	24	result	result	NOUN
fcis-14826	221	25	and	and	CCONJ
fcis-14826	221	26	analysis	analysis	NOUN
fcis-14826	221	27	.	.	PUNCT
fcis-14826	222	1	table	table	NOUN
fcis-14826	222	2	2	2	NUM
fcis-14826	222	3	.	.	PUNCT
fcis-14826	223	1	performance	performance	NOUN
fcis-14826	223	2	comparison	comparison	NOUN
fcis-14826	223	3	on	on	ADP
fcis-14826	223	4	rumoureval-17	rumoureval-17	PROPN
fcis-14826	223	5	models	model	NOUN
fcis-14826	223	6	macro	macro	ADJ
fcis-14826	223	7	f1	f1	PROPN
fcis-14826	223	8	score	score	NOUN
fcis-14826	223	9	rmse	rmse	PROPN
fcis-14826	223	10	f1	f1	PROPN
fcis-14826	223	11	score	score	NOUN
fcis-14826	223	12	fake	fake	ADJ
fcis-14826	223	13	news	news	NOUN
fcis-14826	223	14	real	real	ADJ
fcis-14826	223	15	news	news	NOUN
fcis-14826	223	16	unverified	unverified	ADJ
fcis-14826	223	17	news	news	NOUN
fcis-14826	224	1	mlp	mlp	NOUN
fcis-14826	224	2	+	+	CCONJ
fcis-14826	224	3	stance	stance	NOUN
fcis-14826	224	4	feature	feature	VERB
fcis-14826	224	5	0.166	0.166	NUM
fcis-14826	224	6	0.812	0.812	NUM
fcis-14826	224	7	0	0	NUM
fcis-14826	224	8	0.500	0.500	NUM
fcis-14826	224	9	0	0	NUM
fcis-14826	225	1	+	+	CCONJ
fcis-14826	225	2	dual	dual	ADJ
fcis-14826	225	3	emotion	emotion	NOUN
fcis-14826	225	4	features	feature	VERB
fcis-14826	225	5	0.161	0.161	NUM
fcis-14826	225	6	0.807	0.807	NUM
fcis-14826	225	7	0	0	NUM
fcis-14826	225	8	0.484	0.484	NUM
fcis-14826	225	9	0	0	NUM
fcis-14826	226	1	+	+	CCONJ
fcis-14826	226	2	dual	dual	ADJ
fcis-14826	226	3	emotionstance	emotionstance	NOUN
fcis-14826	226	4	features	feature	VERB
fcis-14826	226	5	0.351	0.351	NUM
fcis-14826	226	6	0.783	0.783	NUM
fcis-14826	226	7	0.15	0.15	NUM
fcis-14826	226	8	0.530	0.530	NUM
fcis-14826	226	9	0.363	0.363	NUM
fcis-14826	226	10	bigru	bigru	VERB
fcis-14826	226	11	0.321	0.321	NUM
fcis-14826	226	12	0.781	0.781	NUM
fcis-14826	226	13	0	0	NUM
fcis-14826	226	14	0.625	0.625	NUM
fcis-14826	226	15	0.307	0.307	NUM
fcis-14826	226	16	+	+	CCONJ
fcis-14826	226	17	stance	stance	NOUN
fcis-14826	226	18	feature	feature	VERB
fcis-14826	226	19	0.384	0.384	NUM
fcis-14826	226	20	0.771	0.771	NUM
fcis-14826	226	21	0.447	0.447	NUM
fcis-14826	226	22	0.444	0.444	NUM
fcis-14826	226	23	0.260	0.260	NUM
fcis-14826	226	24	+	+	CCONJ
fcis-14826	226	25	dual	dual	ADJ
fcis-14826	226	26	emotion	emotion	NOUN
fcis-14826	226	27	features	feature	VERB
fcis-14826	226	28	0.429	0.429	NUM
fcis-14826	226	29	0.732	0.732	NUM
fcis-14826	226	30	0.142	0.142	NUM
fcis-14826	226	31	0.57	0.57	NUM
fcis-14826	226	32	0.476	0.476	NUM
fcis-14826	226	33	+	+	CCONJ
fcis-14826	226	34	dual	dual	ADJ
fcis-14826	226	35	emotionstance	emotionstance	NOUN
fcis-14826	226	36	features	feature	VERB
fcis-14826	226	37	0.891	0.891	NUM
fcis-14826	226	38	0.564	0.564	NUM
fcis-14826	226	39	0.892	0.892	NUM
fcis-14826	226	40	0.886	0.886	NUM
fcis-14826	226	41	0.894	0.894	NUM
fcis-14826	226	42	we	we	PRON
fcis-14826	226	43	conducted	conduct	VERB
fcis-14826	226	44	several	several	ADJ
fcis-14826	226	45	sets	set	NOUN
fcis-14826	226	46	of	of	ADP
fcis-14826	226	47	experiments	experiment	NOUN
fcis-14826	226	48	to	to	PART
fcis-14826	226	49	answer	answer	VERB
fcis-14826	226	50	several	several	ADJ
fcis-14826	226	51	of	of	ADP
fcis-14826	226	52	the	the	DET
fcis-14826	226	53	questions	question	NOUN
fcis-14826	226	54	raised	raise	VERB
fcis-14826	226	55	in	in	ADP
fcis-14826	226	56	this	this	DET
fcis-14826	226	57	section	section	NOUN
fcis-14826	226	58	.	.	PUNCT
fcis-14826	227	1	for	for	ADP
fcis-14826	227	2	eq	eq	NOUN
fcis-14826	227	3	1	1	NUM
fcis-14826	227	4	,	,	PUNCT
fcis-14826	227	5	we	we	PRON
fcis-14826	227	6	performed	perform	VERB
fcis-14826	227	7	ablation	ablation	NOUN
fcis-14826	227	8	experiments	experiment	NOUN
fcis-14826	227	9	on	on	ADP
fcis-14826	227	10	rumoureval-17	rumoureval-17	PROPN
fcis-14826	227	11	to	to	PART
fcis-14826	227	12	observe	observe	VERB
fcis-14826	227	13	the	the	DET
fcis-14826	227	14	contribution	contribution	NOUN
fcis-14826	227	15	of	of	ADP
fcis-14826	227	16	different	different	ADJ
fcis-14826	227	17	features	feature	NOUN
fcis-14826	227	18	to	to	ADP
fcis-14826	227	19	the	the	DET
fcis-14826	227	20	detector	detector	NOUN
fcis-14826	227	21	.	.	PUNCT
fcis-14826	228	1	the	the	DET
fcis-14826	228	2	experimental	experimental	ADJ
fcis-14826	228	3	results	result	NOUN
fcis-14826	228	4	are	be	AUX
fcis-14826	228	5	shown	show	VERB
fcis-14826	228	6	in	in	ADP
fcis-14826	228	7	table	table	NOUN
fcis-14826	228	8	2	2	NUM
fcis-14826	228	9	,	,	PUNCT
fcis-14826	228	10	where	where	SCONJ
fcis-14826	228	11	the	the	DET
fcis-14826	228	12	data	data	NOUN
fcis-14826	228	13	items	item	NOUN
fcis-14826	228	14	in	in	ADP
fcis-14826	228	15	bold	bold	ADJ
fcis-14826	228	16	font	font	NOUN
fcis-14826	228	17	represent	represent	VERB
fcis-14826	228	18	the	the	DET
fcis-14826	228	19	leading	lead	VERB
fcis-14826	228	20	data	datum	NOUN
fcis-14826	228	21	.	.	PUNCT
fcis-14826	229	1	it	it	PRON
fcis-14826	229	2	is	be	AUX
fcis-14826	229	3	worth	worth	ADJ
fcis-14826	229	4	noting	note	VERB
fcis-14826	229	5	that	that	SCONJ
fcis-14826	229	6	in	in	ADP
fcis-14826	229	7	all	all	DET
fcis-14826	229	8	experimental	experimental	ADJ
fcis-14826	229	9	results	result	NOUN
fcis-14826	229	10	,	,	PUNCT
fcis-14826	229	11	our	our	PRON
fcis-14826	229	12	semantic	semantic	ADJ
fcis-14826	229	13	extractor	extractor	NOUN
fcis-14826	229	14	used	use	VERB
fcis-14826	229	15	only	only	ADV
fcis-14826	229	16	news	news	NOUN
fcis-14826	229	17	text	text	NOUN
fcis-14826	229	18	information	information	NOUN
fcis-14826	229	19	by	by	ADP
fcis-14826	229	20	default	default	NOUN
fcis-14826	229	21	,	,	PUNCT
fcis-14826	229	22	and	and	CCONJ
fcis-14826	229	23	the	the	DET
fcis-14826	229	24	tag	tag	NOUN
fcis-14826	229	25	“	"	PUNCT
fcis-14826	229	26	*	*	PUNCT
fcis-14826	229	27	”	"	PUNCT
fcis-14826	229	28	is	be	AUX
fcis-14826	229	29	used	use	VERB
fcis-14826	229	30	to	to	PART
fcis-14826	229	31	mark	mark	VERB
fcis-14826	229	32	the	the	DET
fcis-14826	229	33	experimental	experimental	ADJ
fcis-14826	229	34	group	group	NOUN
fcis-14826	229	35	that	that	PRON
fcis-14826	229	36	used	use	VERB
fcis-14826	229	37	semantic	semantic	ADJ
fcis-14826	229	38	information	information	NOUN
fcis-14826	229	39	of	of	ADP
fcis-14826	229	40	news	news	NOUN
fcis-14826	229	41	text	text	NOUN
fcis-14826	229	42	and	and	CCONJ
fcis-14826	229	43	comments	comment	NOUN
fcis-14826	229	44	at	at	ADP
fcis-14826	229	45	the	the	DET
fcis-14826	229	46	same	same	ADJ
fcis-14826	229	47	time	time	NOUN
fcis-14826	229	48	.	.	PUNCT
fcis-14826	230	1	from	from	ADP
fcis-14826	230	2	a	a	DET
fcis-14826	230	3	macro	macro	ADJ
fcis-14826	230	4	point	point	NOUN
fcis-14826	230	5	of	of	ADP
fcis-14826	230	6	view	view	NOUN
fcis-14826	230	7	,	,	PUNCT
fcis-14826	230	8	the	the	DET
fcis-14826	230	9	models	model	NOUN
fcis-14826	230	10	with	with	ADP
fcis-14826	230	11	feature	feature	NOUN
fcis-14826	230	12	fusion	fusion	NOUN
fcis-14826	230	13	are	be	AUX
fcis-14826	230	14	ahead	ahead	ADV
fcis-14826	230	15	in	in	ADP
fcis-14826	230	16	the	the	DET
fcis-14826	230	17	two	two	NUM
fcis-14826	230	18	experimental	experimental	ADJ
fcis-14826	230	19	groups	group	NOUN
fcis-14826	230	20	.	.	PUNCT
fcis-14826	231	1	specifically	specifically	ADV
fcis-14826	231	2	,	,	PUNCT
fcis-14826	231	3	the	the	DET
fcis-14826	231	4	macro	macro	ADJ
fcis-14826	231	5	f1	f1	PROPN
fcis-14826	231	6	scores	score	NOUN
fcis-14826	231	7	of	of	ADP
fcis-14826	231	8	the	the	DET
fcis-14826	231	9	experimental	experimental	ADJ
fcis-14826	231	10	group	group	NOUN
fcis-14826	231	11	with	with	ADP
fcis-14826	231	12	only	only	ADV
fcis-14826	231	13	the	the	DET
fcis-14826	231	14	stance	stance	NOUN
fcis-14826	231	15	feature	feature	NOUN
fcis-14826	231	16	and	and	CCONJ
fcis-14826	231	17	that	that	SCONJ
fcis-14826	231	18	with	with	ADP
fcis-14826	231	19	only	only	ADV
fcis-14826	231	20	the	the	DET
fcis-14826	231	21	dual	dual	ADJ
fcis-14826	231	22	emotion	emotion	NOUN
fcis-14826	231	23	features	feature	NOUN
fcis-14826	231	24	are	be	AUX
fcis-14826	231	25	close	close	ADJ
fcis-14826	231	26	to	to	ADP
fcis-14826	231	27	each	each	DET
fcis-14826	231	28	other	other	ADJ
fcis-14826	231	29	;	;	PUNCT
fcis-14826	231	30	at	at	ADP
fcis-14826	231	31	the	the	DET
fcis-14826	231	32	same	same	ADJ
fcis-14826	231	33	time	time	NOUN
fcis-14826	231	34	,	,	PUNCT
fcis-14826	231	35	it	it	PRON
fcis-14826	231	36	is	be	AUX
fcis-14826	231	37	difficult	difficult	ADJ
fcis-14826	231	38	to	to	PART
fcis-14826	231	39	identify	identify	VERB
fcis-14826	231	40	fake	fake	ADJ
fcis-14826	231	41	news	news	NOUN
fcis-14826	231	42	and	and	CCONJ
fcis-14826	231	43	unverified	unverified	ADJ
fcis-14826	231	44	news	news	NOUN
fcis-14826	231	45	with	with	ADP
fcis-14826	231	46	a	a	DET
fcis-14826	231	47	single	single	ADJ
fcis-14826	231	48	feature	feature	NOUN
fcis-14826	231	49	,	,	PUNCT
fcis-14826	231	50	especially	especially	ADV
fcis-14826	231	51	in	in	ADP
fcis-14826	231	52	the	the	DET
fcis-14826	231	53	mlp	mlp	PROPN
fcis-14826	231	54	experimental	experimental	ADJ
fcis-14826	231	55	group	group	NOUN
fcis-14826	231	56	that	that	PRON
fcis-14826	231	57	does	do	AUX
fcis-14826	231	58	not	not	PART
fcis-14826	231	59	use	use	VERB
fcis-14826	231	60	any	any	DET
fcis-14826	231	61	semantic	semantic	ADJ
fcis-14826	231	62	feature	feature	NOUN
fcis-14826	231	63	extractor	extractor	NOUN
fcis-14826	231	64	.	.	PUNCT
fcis-14826	232	1	both	both	CCONJ
fcis-14826	232	2	the	the	DET
fcis-14826	232	3	fake	fake	ADJ
fcis-14826	232	4	news	news	NOUN
fcis-14826	232	5	and	and	CCONJ
fcis-14826	232	6	unverified	unverified	ADJ
fcis-14826	232	7	news	news	NOUN
fcis-14826	232	8	experimental	experimental	ADJ
fcis-14826	232	9	groups	group	NOUN
fcis-14826	232	10	obtain	obtain	VERB
fcis-14826	232	11	f1	f1	NOUN
fcis-14826	232	12	scores	score	NOUN
fcis-14826	232	13	of	of	ADP
fcis-14826	232	14	0	0	NUM
fcis-14826	232	15	.	.	PUNCT
fcis-14826	233	1	the	the	DET
fcis-14826	233	2	experimental	experimental	ADJ
fcis-14826	233	3	group	group	NOUN
fcis-14826	233	4	that	that	PRON
fcis-14826	233	5	achieved	achieve	VERB
fcis-14826	233	6	the	the	DET
fcis-14826	233	7	fusion	fusion	NOUN
fcis-14826	233	8	of	of	ADP
fcis-14826	233	9	two	two	NUM
fcis-14826	233	10	features	feature	NOUN
fcis-14826	233	11	obtained	obtain	VERB
fcis-14826	233	12	better	well	ADJ
fcis-14826	233	13	results	result	NOUN
fcis-14826	233	14	:	:	PUNCT
fcis-14826	233	15	f1	f1	PROPN
fcis-14826	233	16	macro	macro	ADJ
fcis-14826	233	17	scores	score	NOUN
fcis-14826	233	18	were	be	AUX
fcis-14826	233	19	higher	high	ADJ
fcis-14826	233	20	than	than	ADP
fcis-14826	233	21	those	those	PRON
fcis-14826	233	22	of	of	ADP
fcis-14826	233	23	the	the	DET
fcis-14826	233	24	rumor	rumor	NOUN
fcis-14826	233	25	detection	detection	NOUN
fcis-14826	233	26	model	model	NOUN
fcis-14826	233	27	based	base	VERB
fcis-14826	233	28	on	on	ADP
fcis-14826	233	29	single	single	ADJ
fcis-14826	233	30	feature	feature	NOUN
fcis-14826	233	31	,	,	PUNCT
fcis-14826	233	32	and	and	CCONJ
fcis-14826	233	33	the	the	DET
fcis-14826	233	34	model	model	NOUN
fcis-14826	233	35	with	with	ADP
fcis-14826	233	36	the	the	DET
fcis-14826	233	37	fusion	fusion	NOUN
fcis-14826	233	38	of	of	ADP
fcis-14826	233	39	three	three	NUM
fcis-14826	233	40	sorts	sort	NOUN
fcis-14826	233	41	of	of	ADP
fcis-14826	233	42	features	feature	NOUN
fcis-14826	233	43	achieved	achieve	VERB
fcis-14826	233	44	the	the	DET
fcis-14826	233	45	best	good	ADJ
fcis-14826	233	46	results	result	NOUN
fcis-14826	233	47	among	among	ADP
fcis-14826	233	48	all	all	DET
fcis-14826	233	49	experimental	experimental	ADJ
fcis-14826	233	50	groups	group	NOUN
fcis-14826	233	51	.	.	PUNCT
fcis-14826	234	1	at	at	ADP
fcis-14826	234	2	the	the	DET
fcis-14826	234	3	same	same	ADJ
fcis-14826	234	4	time	time	NOUN
fcis-14826	234	5	,	,	PUNCT
fcis-14826	234	6	the	the	DET
fcis-14826	234	7	fusion	fusion	NOUN
fcis-14826	234	8	of	of	ADP
fcis-14826	234	9	dual	dual	ADJ
fcis-14826	234	10	emotional	emotional	ADJ
fcis-14826	234	11	-	-	PUNCT
fcis-14826	234	12	stance	stance	NOUN
fcis-14826	234	13	83	83	NUM
fcis-14826	234	14	features	feature	NOUN
fcis-14826	234	15	alleviates	alleviate	VERB
fcis-14826	234	16	the	the	DET
fcis-14826	234	17	problem	problem	NOUN
fcis-14826	234	18	of	of	ADP
fcis-14826	234	19	0	0	NUM
fcis-14826	234	20	macro	macro	ADJ
fcis-14826	234	21	f1	f1	NOUN
fcis-14826	234	22	score	score	NOUN
fcis-14826	234	23	in	in	ADP
fcis-14826	234	24	false	false	ADJ
fcis-14826	234	25	news	news	NOUN
fcis-14826	234	26	and	and	CCONJ
fcis-14826	234	27	unverified	unverified	ADJ
fcis-14826	234	28	news	news	NOUN
fcis-14826	234	29	,	,	PUNCT
fcis-14826	234	30	and	and	CCONJ
fcis-14826	234	31	scores	score	NOUN
fcis-14826	234	32	in	in	ADP
fcis-14826	234	33	both	both	DET
fcis-14826	234	34	categories	category	NOUN
fcis-14826	234	35	.	.	PUNCT
fcis-14826	235	1	this	this	PRON
fcis-14826	235	2	indicates	indicate	VERB
fcis-14826	235	3	that	that	SCONJ
fcis-14826	235	4	the	the	DET
fcis-14826	235	5	dual	dual	ADJ
fcis-14826	235	6	emotion	emotion	NOUN
fcis-14826	235	7	-	-	PUNCT
fcis-14826	235	8	stance	stance	NOUN
fcis-14826	235	9	fusion	fusion	NOUN
fcis-14826	235	10	feature	feature	NOUN
fcis-14826	235	11	has	have	VERB
fcis-14826	235	12	a	a	DET
fcis-14826	235	13	certain	certain	ADJ
fcis-14826	235	14	effect	effect	NOUN
fcis-14826	235	15	on	on	ADP
fcis-14826	235	16	the	the	DET
fcis-14826	235	17	performance	performance	NOUN
fcis-14826	235	18	of	of	ADP
fcis-14826	235	19	a	a	DET
fcis-14826	235	20	single	single	ADJ
fcis-14826	235	21	feature	feature	NOUN
fcis-14826	235	22	.	.	PUNCT
fcis-14826	236	1	for	for	ADP
fcis-14826	236	2	eq	eq	NOUN
fcis-14826	236	3	2	2	NUM
fcis-14826	236	4	,	,	PUNCT
fcis-14826	236	5	we	we	PRON
fcis-14826	236	6	tested	test	VERB
fcis-14826	236	7	the	the	DET
fcis-14826	236	8	performance	performance	NOUN
fcis-14826	236	9	of	of	ADP
fcis-14826	236	10	our	our	PRON
fcis-14826	236	11	model	model	NOUN
fcis-14826	236	12	on	on	ADP
fcis-14826	236	13	the	the	DET
fcis-14826	236	14	covid-19	covid-19	PROPN
fcis-14826	236	15	fake	fake	ADJ
fcis-14826	236	16	news	news	NOUN
fcis-14826	236	17	dataset	dataset	NOUN
fcis-14826	236	18	to	to	PART
fcis-14826	236	19	simulate	simulate	VERB
fcis-14826	236	20	the	the	DET
fcis-14826	236	21	rumor	rumor	NOUN
fcis-14826	236	22	detection	detection	NOUN
fcis-14826	236	23	capabilities	capability	NOUN
fcis-14826	236	24	of	of	ADP
fcis-14826	236	25	a	a	DET
fcis-14826	236	26	specific	specific	ADJ
fcis-14826	236	27	topic	topic	NOUN
fcis-14826	236	28	in	in	ADP
fcis-14826	236	29	real	real	ADJ
fcis-14826	236	30	situations	situation	NOUN
fcis-14826	236	31	.	.	PUNCT
fcis-14826	237	1	the	the	DET
fcis-14826	237	2	original	original	ADJ
fcis-14826	237	3	dataset	dataset	NOUN
fcis-14826	237	4	contains	contain	VERB
fcis-14826	237	5	only	only	ADV
fcis-14826	237	6	fake	fake	ADJ
fcis-14826	237	7	and	and	CCONJ
fcis-14826	237	8	real	real	ADJ
fcis-14826	237	9	labels	label	NOUN
fcis-14826	237	10	,	,	PUNCT
fcis-14826	237	11	which	which	PRON
fcis-14826	237	12	is	be	AUX
fcis-14826	237	13	inconsistent	inconsistent	ADJ
fcis-14826	237	14	with	with	ADP
fcis-14826	237	15	the	the	DET
fcis-14826	237	16	output	output	NOUN
fcis-14826	237	17	of	of	ADP
fcis-14826	237	18	model	model	NOUN
fcis-14826	237	19	authenticity	authenticity	NOUN
fcis-14826	237	20	label	label	NOUN
fcis-14826	237	21	.	.	PUNCT
fcis-14826	238	1	therefore	therefore	ADV
fcis-14826	238	2	,	,	PUNCT
fcis-14826	238	3	we	we	PRON
fcis-14826	238	4	modify	modify	VERB
fcis-14826	238	5	the	the	DET
fcis-14826	238	6	range	range	NOUN
fcis-14826	238	7	of	of	ADP
fcis-14826	238	8	authenticity	authenticity	NOUN
fcis-14826	238	9	label	label	NOUN
fcis-14826	238	10	to	to	ADP
fcis-14826	238	11	{	{	PUNCT
fcis-14826	238	12	f	f	X
fcis-14826	238	13	,	,	PUNCT
fcis-14826	238	14	r}(fake	r}(fake	NUM
fcis-14826	238	15	news	news	NOUN
fcis-14826	238	16	,	,	PUNCT
fcis-14826	238	17	real	real	ADJ
fcis-14826	238	18	news	news	NOUN
fcis-14826	238	19	)	)	PUNCT
fcis-14826	238	20	to	to	PART
fcis-14826	238	21	accommodate	accommodate	VERB
fcis-14826	238	22	the	the	DET
fcis-14826	238	23	format	format	NOUN
fcis-14826	238	24	of	of	ADP
fcis-14826	238	25	the	the	DET
fcis-14826	238	26	covid-19	covid-19	PROPN
fcis-14826	238	27	dataset	dataset	NOUN
fcis-14826	238	28	.	.	PUNCT
fcis-14826	239	1	as	as	SCONJ
fcis-14826	239	2	shown	show	VERB
fcis-14826	239	3	in	in	ADP
fcis-14826	239	4	table	table	NOUN
fcis-14826	239	5	3	3	NUM
fcis-14826	239	6	,	,	PUNCT
fcis-14826	239	7	in	in	ADP
fcis-14826	239	8	the	the	DET
fcis-14826	239	9	test	test	NOUN
fcis-14826	239	10	set	set	NOUN
fcis-14826	239	11	,	,	PUNCT
fcis-14826	239	12	we	we	PRON
fcis-14826	239	13	obtained	obtain	VERB
fcis-14826	239	14	an	an	DET
fcis-14826	239	15	macro	macro	ADJ
fcis-14826	239	16	f1	f1	NOUN
fcis-14826	239	17	score	score	NOUN
fcis-14826	239	18	of	of	ADP
fcis-14826	239	19	0.904	0.904	NUM
fcis-14826	239	20	,	,	PUNCT
fcis-14826	239	21	among	among	ADP
fcis-14826	239	22	which	which	PRON
fcis-14826	239	23	,	,	PUNCT
fcis-14826	239	24	the	the	DET
fcis-14826	239	25	scores	score	NOUN
fcis-14826	239	26	in	in	ADP
fcis-14826	239	27	fake	fake	ADJ
fcis-14826	239	28	news	news	NOUN
fcis-14826	239	29	and	and	CCONJ
fcis-14826	239	30	real	real	ADJ
fcis-14826	239	31	classes	class	NOUN
fcis-14826	239	32	were	be	AUX
fcis-14826	239	33	relatively	relatively	ADV
fcis-14826	239	34	close	close	ADJ
fcis-14826	239	35	and	and	CCONJ
fcis-14826	239	36	balanced	balanced	ADJ
fcis-14826	239	37	,	,	PUNCT
fcis-14826	239	38	and	and	CCONJ
fcis-14826	239	39	our	our	PRON
fcis-14826	239	40	model	model	NOUN
fcis-14826	239	41	could	could	AUX
fcis-14826	239	42	obtain	obtain	VERB
fcis-14826	239	43	better	well	ADJ
fcis-14826	239	44	detection	detection	NOUN
fcis-14826	239	45	results	result	NOUN
fcis-14826	239	46	for	for	ADP
fcis-14826	239	47	different	different	ADJ
fcis-14826	239	48	types	type	NOUN
fcis-14826	239	49	of	of	ADP
fcis-14826	239	50	posts	post	NOUN
fcis-14826	239	51	in	in	ADP
fcis-14826	239	52	real	real	ADJ
fcis-14826	239	53	conditions	condition	NOUN
fcis-14826	239	54	.	.	PUNCT
fcis-14826	240	1	table	table	NOUN
fcis-14826	240	2	3	3	NUM
fcis-14826	240	3	.	.	PUNCT
fcis-14826	241	1	the	the	DET
fcis-14826	241	2	performance	performance	NOUN
fcis-14826	241	3	of	of	ADP
fcis-14826	241	4	fake	fake	ADJ
fcis-14826	241	5	news	news	NOUN
fcis-14826	241	6	detection	detection	NOUN
fcis-14826	241	7	task	task	NOUN
fcis-14826	241	8	on	on	ADP
fcis-14826	241	9	covid19	covid19	NOUN
fcis-14826	241	10	english	english	PROPN
fcis-14826	241	11	dataset	dataset	PROPN
fcis-14826	241	12	models	model	NOUN
fcis-14826	241	13	macro	macro	ADP
fcis-14826	241	14	f1	f1	PROPN
fcis-14826	241	15	score	score	NOUN
fcis-14826	241	16	rmse	rmse	PROPN
fcis-14826	241	17	f1	f1	PROPN
fcis-14826	241	18	score	score	NOUN
fcis-14826	241	19	fake	fake	ADJ
fcis-14826	241	20	news	news	NOUN
fcis-14826	241	21	real	real	ADJ
fcis-14826	241	22	news	news	NOUN
fcis-14826	241	23	mlp+stance	mlp+stance	NOUN
fcis-14826	241	24	feature	feature	VERB
fcis-14826	241	25	0.683	0.683	NUM
fcis-14826	241	26	0.842	0.842	NUM
fcis-14826	241	27	0.687	0.687	NUM
fcis-14826	241	28	0.685	0.685	NUM
fcis-14826	241	29	mlp+dualemotionfeatures	mlp+dualemotionfeature	VERB
fcis-14826	241	30	0.756	0.756	NUM
fcis-14826	241	31	0.697	0.697	NUM
fcis-14826	241	32	0.759	0.759	NUM
fcis-14826	241	33	0.752	0.752	NUM
fcis-14826	241	34	mlp+dualemostafeatures	mlp+dualemostafeature	NOUN
fcis-14826	241	35	0.891	0.891	NUM
fcis-14826	241	36	0.591	0.591	NUM
fcis-14826	241	37	0.894	0.894	NUM
fcis-14826	241	38	0.887	0.887	NUM
fcis-14826	241	39	bigru+stance	bigru+stance	NOUN
fcis-14826	241	40	feature	feature	NOUN
fcis-14826	241	41	0.691	0.691	NUM
fcis-14826	241	42	0.829	0.829	NUM
fcis-14826	241	43	0.696	0.696	NUM
fcis-14826	241	44	0.692	0.692	NUM
fcis-14826	241	45	bigru+dualemotionfeaturs	bigru+dualemotionfeatur	NOUN
fcis-14826	241	46	0.763	0.763	NUM
fcis-14826	241	47	0.682	0.682	NUM
fcis-14826	241	48	0.765	0.765	NUM
fcis-14826	241	49	0.761	0.761	NUM
fcis-14826	241	50	bigru+dualemostafeatures	bigru+dualemostafeature	NOUN
fcis-14826	241	51	0.904	0.904	NUM
fcis-14826	241	52	0.579	0.579	NUM
fcis-14826	241	53	0.907	0.907	NUM
fcis-14826	241	54	0.903	0.903	NUM
fcis-14826	241	55	4	4	NUM
fcis-14826	241	56	.	.	PUNCT
fcis-14826	241	57	conclusion	conclusion	NOUN
fcis-14826	241	58	in	in	ADP
fcis-14826	241	59	this	this	DET
fcis-14826	241	60	study	study	NOUN
fcis-14826	241	61	,	,	PUNCT
fcis-14826	241	62	a	a	DET
fcis-14826	241	63	new	new	ADJ
fcis-14826	241	64	multi	multi	ADJ
fcis-14826	241	65	-	-	ADJ
fcis-14826	241	66	feature	feature	ADJ
fcis-14826	241	67	rumor	rumor	NOUN
fcis-14826	241	68	detection	detection	NOUN
fcis-14826	241	69	model	model	NOUN
fcis-14826	241	70	is	be	AUX
fcis-14826	241	71	proposed	propose	VERB
fcis-14826	241	72	to	to	PART
fcis-14826	241	73	achieve	achieve	VERB
fcis-14826	241	74	better	well	ADJ
fcis-14826	241	75	performance	performance	NOUN
fcis-14826	241	76	in	in	ADP
fcis-14826	241	77	the	the	DET
fcis-14826	241	78	fake	fake	ADJ
fcis-14826	241	79	news	news	NOUN
fcis-14826	241	80	detection	detection	NOUN
fcis-14826	241	81	task	task	NOUN
fcis-14826	241	82	by	by	ADP
fcis-14826	241	83	integrating	integrate	VERB
fcis-14826	241	84	semantic	semantic	ADJ
fcis-14826	241	85	,	,	PUNCT
fcis-14826	241	86	emotional	emotional	ADJ
fcis-14826	241	87	and	and	CCONJ
fcis-14826	241	88	stance	stance	NOUN
fcis-14826	241	89	features	feature	NOUN
fcis-14826	241	90	.	.	PUNCT
fcis-14826	242	1	then	then	ADV
fcis-14826	242	2	,	,	PUNCT
fcis-14826	242	3	the	the	DET
fcis-14826	242	4	model	model	NOUN
fcis-14826	242	5	is	be	AUX
fcis-14826	242	6	compared	compare	VERB
fcis-14826	242	7	with	with	ADP
fcis-14826	242	8	other	other	ADJ
fcis-14826	242	9	commonly	commonly	ADV
fcis-14826	242	10	used	use	VERB
fcis-14826	242	11	fake	fake	ADJ
fcis-14826	242	12	news	news	NOUN
fcis-14826	242	13	detection	detection	NOUN
fcis-14826	242	14	frameworks	framework	NOUN
fcis-14826	242	15	on	on	ADP
fcis-14826	242	16	rumoreval-17	rumoreval-17	PROPN
fcis-14826	242	17	and	and	CCONJ
fcis-14826	242	18	covid-19	covid-19	PROPN
fcis-14826	242	19	datasets	dataset	NOUN
fcis-14826	242	20	and	and	CCONJ
fcis-14826	242	21	achieves	achieve	VERB
fcis-14826	242	22	the	the	DET
fcis-14826	242	23	best	good	ADJ
fcis-14826	242	24	results	result	NOUN
fcis-14826	242	25	on	on	ADP
fcis-14826	242	26	marco	marco	PROPN
fcis-14826	242	27	f1	f1	PROPN
fcis-14826	242	28	and	and	CCONJ
fcis-14826	242	29	rmse	rmse	NOUN
fcis-14826	242	30	.	.	PUNCT
fcis-14826	243	1	at	at	ADP
fcis-14826	243	2	the	the	DET
fcis-14826	243	3	same	same	ADJ
fcis-14826	243	4	time	time	NOUN
fcis-14826	243	5	,	,	PUNCT
fcis-14826	243	6	the	the	DET
fcis-14826	243	7	proposed	propose	VERB
fcis-14826	243	8	model	model	NOUN
fcis-14826	243	9	has	have	VERB
fcis-14826	243	10	similar	similar	ADJ
fcis-14826	243	11	model	model	NOUN
fcis-14826	243	12	size	size	NOUN
fcis-14826	243	13	and	and	CCONJ
fcis-14826	243	14	better	well	ADJ
fcis-14826	243	15	performance	performance	NOUN
fcis-14826	243	16	as	as	ADP
fcis-14826	243	17	the	the	DET
fcis-14826	243	18	dual	dual	ADJ
fcis-14826	243	19	emotion	emotion	NOUN
fcis-14826	243	20	based	base	VERB
fcis-14826	243	21	model	model	NOUN
fcis-14826	243	22	,	,	PUNCT
fcis-14826	243	23	which	which	PRON
fcis-14826	243	24	shows	show	VERB
fcis-14826	243	25	excellent	excellent	ADJ
fcis-14826	243	26	potential	potential	NOUN
fcis-14826	243	27	in	in	ADP
fcis-14826	243	28	terms	term	NOUN
fcis-14826	243	29	of	of	ADP
fcis-14826	243	30	low	low	ADJ
fcis-14826	243	31	running	running	NOUN
fcis-14826	243	32	cost	cost	NOUN
fcis-14826	243	33	and	and	CCONJ
fcis-14826	243	34	offline	offline	ADJ
fcis-14826	243	35	client	client	NOUN
fcis-14826	243	36	rumor	rumor	NOUN
fcis-14826	243	37	detection	detection	NOUN
fcis-14826	243	38	.	.	PUNCT
fcis-14826	244	1	finally	finally	ADV
fcis-14826	244	2	,	,	PUNCT
fcis-14826	244	3	we	we	PRON
fcis-14826	244	4	also	also	ADV
fcis-14826	244	5	simulated	simulate	VERB
fcis-14826	244	6	the	the	DET
fcis-14826	244	7	actual	actual	ADJ
fcis-14826	244	8	operation	operation	NOUN
fcis-14826	244	9	of	of	ADP
fcis-14826	244	10	the	the	DET
fcis-14826	244	11	proposed	propose	VERB
fcis-14826	244	12	model	model	NOUN
fcis-14826	244	13	on	on	ADP
fcis-14826	244	14	the	the	DET
fcis-14826	244	15	covid-19	covid-19	PROPN
fcis-14826	244	16	dataset	dataset	NOUN
fcis-14826	244	17	and	and	CCONJ
fcis-14826	244	18	obtained	obtain	VERB
fcis-14826	244	19	a	a	DET
fcis-14826	244	20	marco	marco	PROPN
fcis-14826	244	21	f1	f1	PROPN
fcis-14826	244	22	value	value	NOUN
fcis-14826	244	23	of	of	ADP
fcis-14826	244	24	0.904	0.904	NUM
fcis-14826	244	25	.	.	PUNCT
fcis-14826	245	1	the	the	DET
fcis-14826	245	2	next	next	ADJ
fcis-14826	245	3	step	step	NOUN
fcis-14826	245	4	of	of	ADP
fcis-14826	245	5	this	this	DET
fcis-14826	245	6	research	research	NOUN
fcis-14826	245	7	is	be	AUX
fcis-14826	245	8	to	to	PART
fcis-14826	245	9	explore	explore	VERB
fcis-14826	245	10	the	the	DET
fcis-14826	245	11	characteristics	characteristic	NOUN
fcis-14826	245	12	of	of	ADP
fcis-14826	245	13	different	different	ADJ
fcis-14826	245	14	dimensions	dimension	NOUN
fcis-14826	245	15	of	of	ADP
fcis-14826	245	16	fake	fake	ADJ
fcis-14826	245	17	news	news	NOUN
fcis-14826	245	18	detection	detection	NOUN
fcis-14826	245	19	(	(	PUNCT
fcis-14826	245	20	such	such	ADJ
fcis-14826	245	21	as	as	ADP
fcis-14826	245	22	images	image	NOUN
fcis-14826	245	23	,	,	PUNCT
fcis-14826	245	24	videos	video	NOUN
fcis-14826	245	25	,	,	PUNCT
fcis-14826	245	26	voice	voice	NOUN
fcis-14826	245	27	,	,	PUNCT
fcis-14826	245	28	etc	etc	X
fcis-14826	245	29	.	.	X
fcis-14826	245	30	)	)	PUNCT
fcis-14826	245	31	,	,	PUNCT
fcis-14826	245	32	and	and	CCONJ
fcis-14826	245	33	combine	combine	VERB
fcis-14826	245	34	multidimensional	multidimensional	ADJ
fcis-14826	245	35	information	information	NOUN
fcis-14826	245	36	in	in	ADP
fcis-14826	245	37	news	news	NOUN
fcis-14826	245	38	to	to	PART
fcis-14826	245	39	achieve	achieve	VERB
fcis-14826	245	40	a	a	DET
fcis-14826	245	41	more	more	ADV
fcis-14826	245	42	comprehensive	comprehensive	ADJ
fcis-14826	245	43	understanding	understanding	NOUN
fcis-14826	245	44	of	of	ADP
fcis-14826	245	45	fake	fake	ADJ
fcis-14826	245	46	news	news	NOUN
fcis-14826	245	47	and	and	CCONJ
fcis-14826	245	48	better	well	ADJ
fcis-14826	245	49	detection	detection	NOUN
fcis-14826	245	50	ability	ability	NOUN
fcis-14826	245	51	.	.	PUNCT
fcis-14826	246	1	acknowledgments	acknowledgment	NOUN
fcis-14826	246	2	this	this	DET
fcis-14826	246	3	work	work	NOUN
fcis-14826	246	4	was	be	AUX
fcis-14826	246	5	financially	financially	ADV
fcis-14826	246	6	supported	support	VERB
fcis-14826	246	7	by	by	ADP
fcis-14826	246	8	natural	natural	ADJ
fcis-14826	246	9	science	science	NOUN
fcis-14826	246	10	foundation	foundation	NOUN
fcis-14826	246	11	of	of	ADP
fcis-14826	246	12	tianjin	tianjin	PROPN
fcis-14826	246	13	municipality(19jcybjc18700	municipality(19jcybjc18700	PROPN
fcis-14826	246	14	)	)	PUNCT
fcis-14826	246	15	.	.	PUNCT
fcis-14826	247	1	references	reference	NOUN
fcis-14826	248	1	[	[	X
fcis-14826	248	2	1	1	X
fcis-14826	248	3	]	]	X
fcis-14826	248	4	kar	kar	NOUN
fcis-14826	248	5	d	d	PROPN
fcis-14826	248	6	,	,	PUNCT
fcis-14826	248	7	bhardwaj	bhardwaj	PROPN
fcis-14826	248	8	m	m	PROPN
fcis-14826	248	9	,	,	PUNCT
fcis-14826	248	10	samanta	samanta	PROPN
fcis-14826	248	11	s	s	PROPN
fcis-14826	248	12	,	,	PUNCT
fcis-14826	248	13	et	et	PROPN
fcis-14826	248	14	al	al	PROPN
fcis-14826	248	15	.	.	PUNCT
fcis-14826	249	1	no	no	DET
fcis-14826	249	2	rumours	rumour	NOUN
fcis-14826	249	3	please	please	INTJ
fcis-14826	249	4	!	!	PUNCT
fcis-14826	250	1	a	a	DET
fcis-14826	250	2	multi	multi	ADJ
fcis-14826	250	3	-	-	ADJ
fcis-14826	250	4	indiclingual	indiclingual	ADJ
fcis-14826	250	5	approach	approach	NOUN
fcis-14826	250	6	for	for	ADP
fcis-14826	250	7	covid	covid	ADJ
fcis-14826	250	8	fake	fake	ADJ
fcis-14826	250	9	-	-	PUNCT
fcis-14826	250	10	tweet	tweet	NOUN
fcis-14826	250	11	detection	detection	NOUN
fcis-14826	250	12	.	.	PUNCT
fcis-14826	251	1	in	in	ADP
fcis-14826	251	2	:	:	PUNCT
fcis-14826	251	3	2021	2021	NUM
fcis-14826	251	4	grace	grace	NOUN
fcis-14826	251	5	hopper	hopper	NOUN
fcis-14826	251	6	celebration	celebration	NOUN
fcis-14826	251	7	india	india	PROPN
fcis-14826	251	8	(	(	PUNCT
fcis-14826	251	9	ghci	ghci	NOUN
fcis-14826	251	10	)	)	PUNCT
fcis-14826	251	11	.	.	PUNCT
fcis-14826	252	1	ieee	ieee	PROPN
fcis-14826	252	2	,	,	PUNCT
fcis-14826	252	3	p.	p.	NOUN
fcis-14826	252	4	1–5	1–5	NUM
fcis-14826	252	5	.	.	PUNCT
fcis-14826	253	1	[	[	X
fcis-14826	253	2	2	2	NUM
fcis-14826	253	3	]	]	X
fcis-14826	253	4	zhang	zhang	PROPN
fcis-14826	253	5	x	x	PROPN
fcis-14826	253	6	,	,	PUNCT
fcis-14826	253	7	ghorbani	ghorbani	NOUN
fcis-14826	253	8	,	,	PUNCT
fcis-14826	253	9	aa	aa	INTJ
fcis-14826	253	10	.	.	PUNCT
fcis-14826	254	1	an	an	DET
fcis-14826	254	2	overview	overview	NOUN
fcis-14826	254	3	of	of	ADP
fcis-14826	254	4	online	online	ADJ
fcis-14826	254	5	fake	fake	ADJ
fcis-14826	254	6	news	news	NOUN
fcis-14826	254	7	:	:	PUNCT
fcis-14826	254	8	characterization	characterization	NOUN
fcis-14826	254	9	,	,	PUNCT
fcis-14826	254	10	detection	detection	NOUN
fcis-14826	254	11	,	,	PUNCT
fcis-14826	254	12	and	and	CCONJ
fcis-14826	254	13	discussion	discussion	NOUN
fcis-14826	254	14	.	.	PUNCT
fcis-14826	255	1	information	information	NOUN
fcis-14826	255	2	processing	processing	NOUN
fcis-14826	255	3	&	&	CCONJ
fcis-14826	255	4	management	management	NOUN
fcis-14826	255	5	57(2):102025	57(2):102025	NUM
fcis-14826	255	6	.	.	PUNCT
fcis-14826	256	1	[	[	X
fcis-14826	256	2	3	3	NUM
fcis-14826	256	3	]	]	X
fcis-14826	256	4	naeem	naeem	PROPN
fcis-14826	256	5	sb	sb	PROPN
fcis-14826	256	6	,	,	PUNCT
fcis-14826	256	7	bhatti	bhatti	PROPN
fcis-14826	256	8	r	r	PROPN
fcis-14826	256	9	,	,	PUNCT
fcis-14826	256	10	khan	khan	PROPN
fcis-14826	256	11	a	a	DET
fcis-14826	256	12	(	(	PUNCT
fcis-14826	256	13	2021	2021	NUM
fcis-14826	256	14	)	)	PUNCT
fcis-14826	256	15	an	an	DET
fcis-14826	256	16	exploration	exploration	NOUN
fcis-14826	256	17	of	of	ADP
fcis-14826	256	18	how	how	SCONJ
fcis-14826	256	19	fake	fake	ADJ
fcis-14826	256	20	news	news	NOUN
fcis-14826	256	21	is	be	AUX
fcis-14826	256	22	taking	take	VERB
fcis-14826	256	23	over	over	ADP
fcis-14826	256	24	social	social	ADJ
fcis-14826	256	25	media	medium	NOUN
fcis-14826	256	26	and	and	CCONJ
fcis-14826	256	27	putting	put	VERB
fcis-14826	256	28	public	public	ADJ
fcis-14826	256	29	health	health	NOUN
fcis-14826	256	30	at	at	ADP
fcis-14826	256	31	risk	risk	NOUN
fcis-14826	256	32	.	.	PUNCT
fcis-14826	257	1	health	health	NOUN
fcis-14826	257	2	information	information	PROPN
fcis-14826	257	3	&	&	CCONJ
fcis-14826	257	4	libraries	libraries	PROPN
fcis-14826	257	5	journal	journal	PROPN
fcis-14826	257	6	38(2):143–149	38(2):143–149	NUM
fcis-14826	257	7	.	.	PUNCT
fcis-14826	258	1	[	[	X
fcis-14826	258	2	4	4	X
fcis-14826	258	3	]	]	X
fcis-14826	258	4	zhang	zhang	PROPN
fcis-14826	258	5	q	q	PROPN
fcis-14826	258	6	,	,	PUNCT
fcis-14826	258	7	zhang	zhang	PROPN
fcis-14826	258	8	s	s	PROPN
fcis-14826	258	9	,	,	PUNCT
fcis-14826	258	10	dong	dong	PROPN
fcis-14826	258	11	j	j	PROPN
fcis-14826	258	12	,	,	PUNCT
fcis-14826	258	13	et	et	PROPN
fcis-14826	258	14	al	al	PROPN
fcis-14826	258	15	.	.	PROPN
fcis-14826	258	16	automatic	automatic	ADJ
fcis-14826	258	17	detection	detection	NOUN
fcis-14826	258	18	of	of	ADP
fcis-14826	258	19	rumor	rumor	NOUN
fcis-14826	258	20	on	on	ADP
fcis-14826	258	21	social	social	ADJ
fcis-14826	258	22	network	network	NOUN
fcis-14826	258	23	.	.	PUNCT
fcis-14826	259	1	2021	2021	NUM
fcis-14826	259	2	grace	grace	NOUN
fcis-14826	259	3	hopper	hopper	NOUN
fcis-14826	259	4	celebration	celebration	PROPN
fcis-14826	259	5	india	india	PROPN
fcis-14826	259	6	.	.	PUNCT
fcis-14826	259	7	springer	springer	PROPN
fcis-14826	259	8	,	,	PUNCT
fcis-14826	259	9	p.	p.	NOUN
fcis-14826	259	10	113–122	113–122	NUM
fcis-14826	259	11	.	.	PUNCT
fcis-14826	260	1	[	[	X
fcis-14826	260	2	5	5	X
fcis-14826	260	3	]	]	PUNCT
fcis-14826	260	4	yang	yang	PROPN
fcis-14826	260	5	s	s	PROPN
fcis-14826	260	6	,	,	PUNCT
fcis-14826	260	7	shu	shu	PROPN
fcis-14826	260	8	k	k	PROPN
fcis-14826	260	9	,	,	PUNCT
fcis-14826	260	10	wang	wang	PROPN
fcis-14826	260	11	s	s	PROPN
fcis-14826	260	12	,	,	PUNCT
fcis-14826	260	13	et	et	PROPN
fcis-14826	260	14	al	al	PROPN
fcis-14826	260	15	.	.	PROPN
fcis-14826	260	16	unsupervised	unsupervised	ADJ
fcis-14826	260	17	fake	fake	ADJ
fcis-14826	260	18	news	news	NOUN
fcis-14826	260	19	detection	detection	NOUN
fcis-14826	260	20	on	on	ADP
fcis-14826	260	21	social	social	ADJ
fcis-14826	260	22	media	medium	NOUN
fcis-14826	260	23	:	:	PUNCT
fcis-14826	260	24	a	a	DET
fcis-14826	260	25	generative	generative	ADJ
fcis-14826	260	26	approach	approach	NOUN
fcis-14826	260	27	.	.	PUNCT
fcis-14826	261	1	proceedings	proceeding	NOUN
fcis-14826	261	2	of	of	ADP
fcis-14826	261	3	the	the	DET
fcis-14826	261	4	aaai	aaai	PROPN
fcis-14826	261	5	conference	conference	NOUN
fcis-14826	261	6	on	on	ADP
fcis-14826	261	7	artificial	artificial	ADJ
fcis-14826	261	8	intelligence	intelligence	NOUN
fcis-14826	261	9	,	,	PUNCT
fcis-14826	261	10	p.	p.	NOUN
fcis-14826	261	11	5644–5651	5644–5651	NUM
fcis-14826	261	12	.	.	PUNCT
fcis-14826	262	1	[	[	X
fcis-14826	262	2	6	6	NUM
fcis-14826	262	3	]	]	PUNCT
fcis-14826	262	4	girgis	girgis	PROPN
fcis-14826	262	5	s	s	PROPN
fcis-14826	262	6	,	,	PUNCT
fcis-14826	262	7	amer	amer	PROPN
fcis-14826	262	8	e	e	PROPN
fcis-14826	262	9	,	,	PUNCT
fcis-14826	262	10	gadallah	gadallah	PROPN
fcis-14826	262	11	m.	m.	NOUN
fcis-14826	262	12	deep	deep	ADJ
fcis-14826	262	13	learning	learn	VERB
fcis-14826	262	14	algorithms	algorithm	NOUN
fcis-14826	262	15	for	for	ADP
fcis-14826	262	16	detecting	detect	VERB
fcis-14826	262	17	fake	fake	ADJ
fcis-14826	262	18	news	news	NOUN
fcis-14826	262	19	in	in	ADP
fcis-14826	262	20	online	online	ADJ
fcis-14826	262	21	text	text	NOUN
fcis-14826	262	22	.	.	PUNCT
fcis-14826	263	1	2018	2018	NUM
fcis-14826	263	2	13th	13th	NOUN
fcis-14826	263	3	international	international	ADJ
fcis-14826	263	4	conference	conference	NOUN
fcis-14826	263	5	on	on	ADP
fcis-14826	263	6	computer	computer	NOUN
fcis-14826	263	7	engineering	engineering	NOUN
fcis-14826	263	8	and	and	CCONJ
fcis-14826	263	9	systems	system	NOUN
fcis-14826	263	10	(	(	PUNCT
fcis-14826	263	11	icces	icce	NOUN
fcis-14826	263	12	)	)	PUNCT
fcis-14826	263	13	.	.	PUNCT
fcis-14826	264	1	ieee	ieee	PROPN
fcis-14826	264	2	,	,	PUNCT
fcis-14826	264	3	p.	p.	NOUN
fcis-14826	264	4	93–97	93–97	NUM
fcis-14826	264	5	.	.	PUNCT
fcis-14826	265	1	[	[	X
fcis-14826	265	2	7	7	X
fcis-14826	265	3	]	]	X
fcis-14826	265	4	ahmed	ahmed	PROPN
fcis-14826	265	5	h	h	PROPN
fcis-14826	265	6	,	,	PUNCT
fcis-14826	265	7	traore	traore	VERB
fcis-14826	265	8	i	i	PRON
fcis-14826	265	9	,	,	PUNCT
fcis-14826	265	10	saad	saad	PROPN
fcis-14826	265	11	s.	s.	PROPN
fcis-14826	265	12	detecting	detect	VERB
fcis-14826	265	13	opinion	opinion	NOUN
fcis-14826	265	14	spams	spam	NOUN
fcis-14826	265	15	and	and	CCONJ
fcis-14826	265	16	fake	fake	ADJ
fcis-14826	265	17	news	news	NOUN
fcis-14826	265	18	using	use	VERB
fcis-14826	265	19	text	text	NOUN
fcis-14826	265	20	classification	classification	NOUN
fcis-14826	265	21	.	.	PUNCT
fcis-14826	266	1	security	security	NOUN
fcis-14826	266	2	and	and	CCONJ
fcis-14826	266	3	privacy	privacy	NOUN
fcis-14826	266	4	1(1):e9	1(1):e9	NUM
fcis-14826	266	5	.	.	PUNCT
fcis-14826	267	1	[	[	X
fcis-14826	267	2	8	8	NUM
fcis-14826	267	3	]	]	PUNCT
fcis-14826	267	4	bharadwaj	bharadwaj	PROPN
fcis-14826	267	5	p	p	PROPN
fcis-14826	267	6	,	,	PUNCT
fcis-14826	267	7	shao	shao	PROPN
fcis-14826	267	8	z.	z.	PROPN
fcis-14826	267	9	fake	fake	ADJ
fcis-14826	267	10	news	news	NOUN
fcis-14826	267	11	detection	detection	NOUN
fcis-14826	267	12	with	with	ADP
fcis-14826	267	13	semantic	semantic	ADJ
fcis-14826	267	14	features	feature	NOUN
fcis-14826	267	15	and	and	CCONJ
fcis-14826	267	16	text	text	NOUN
fcis-14826	267	17	mining	mining	NOUN
fcis-14826	267	18	.	.	PUNCT
fcis-14826	268	1	international	international	ADJ
fcis-14826	268	2	journal	journal	PROPN
fcis-14826	268	3	on	on	ADP
fcis-14826	268	4	natural	natural	ADJ
fcis-14826	268	5	language	language	NOUN
fcis-14826	268	6	computing	computing	NOUN
fcis-14826	268	7	(	(	PUNCT
fcis-14826	268	8	ijnlc	ijnlc	PROPN
fcis-14826	268	9	)	)	PUNCT
fcis-14826	268	10	.	.	PUNCT
fcis-14826	269	1	vol	vol	NOUN
fcis-14826	269	2	.	.	PROPN
fcis-14826	269	3	8	8	NUM
fcis-14826	269	4	.	.	PUNCT
fcis-14826	270	1	[	[	X
fcis-14826	270	2	9	9	NUM
fcis-14826	270	3	]	]	X
fcis-14826	270	4	reddy	reddy	PROPN
fcis-14826	270	5	h	h	PROPN
fcis-14826	270	6	,	,	PUNCT
fcis-14826	270	7	raj	raj	PROPN
fcis-14826	270	8	n	n	CCONJ
fcis-14826	270	9	,	,	PUNCT
fcis-14826	270	10	gala	gala	NOUN
fcis-14826	270	11	m	m	PROPN
fcis-14826	270	12	,	,	PUNCT
fcis-14826	270	13	et	et	PROPN
fcis-14826	270	14	al	al	PROPN
fcis-14826	270	15	.	.	PROPN
fcis-14826	270	16	text	text	NOUN
fcis-14826	270	17	-	-	PUNCT
fcis-14826	270	18	mining	mining	NOUN
fcis-14826	270	19	-	-	PUNCT
fcis-14826	270	20	based	base	VERB
fcis-14826	270	21	fake	fake	ADJ
fcis-14826	270	22	news	news	NOUN
fcis-14826	270	23	detection	detection	NOUN
fcis-14826	270	24	using	use	VERB
fcis-14826	270	25	ensemble	ensemble	ADJ
fcis-14826	270	26	methods	method	NOUN
fcis-14826	270	27	.	.	PUNCT
fcis-14826	271	1	international	international	ADJ
fcis-14826	271	2	journal	journal	PROPN
fcis-14826	271	3	of	of	ADP
fcis-14826	271	4	automation	automation	NOUN
fcis-14826	271	5	and	and	CCONJ
fcis-14826	271	6	computing	computing	NOUN
fcis-14826	271	7	17(2),p	17(2),p	NUM
fcis-14826	271	8	.	.	PUNCT
fcis-14826	272	1	210–221	210–221	NUM
fcis-14826	272	2	.	.	PUNCT
fcis-14826	273	1	[	[	X
fcis-14826	273	2	10	10	NUM
fcis-14826	273	3	]	]	X
fcis-14826	273	4	shu	shu	NOUN
fcis-14826	273	5	k	k	PROPN
fcis-14826	273	6	,	,	PUNCT
fcis-14826	273	7	zhou	zhou	PROPN
fcis-14826	273	8	x	x	PROPN
fcis-14826	273	9	,	,	PUNCT
fcis-14826	273	10	wang	wang	PROPN
fcis-14826	273	11	s	s	PROPN
fcis-14826	273	12	,	,	PUNCT
fcis-14826	273	13	et	et	PROPN
fcis-14826	273	14	al	al	PROPN
fcis-14826	273	15	.	.	PUNCT
fcis-14826	274	1	the	the	DET
fcis-14826	274	2	role	role	NOUN
fcis-14826	274	3	of	of	ADP
fcis-14826	274	4	user	user	NOUN
fcis-14826	274	5	profiles	profile	NOUN
fcis-14826	274	6	for	for	ADP
fcis-14826	274	7	fake	fake	ADJ
fcis-14826	274	8	news	news	NOUN
fcis-14826	274	9	detection	detection	NOUN
fcis-14826	274	10	.	.	PUNCT
fcis-14826	275	1	proceedings	proceeding	NOUN
fcis-14826	275	2	of	of	ADP
fcis-14826	275	3	the	the	DET
fcis-14826	275	4	2019	2019	NUM
fcis-14826	275	5	ieee	ieee	NOUN
fcis-14826	275	6	/	/	SYM
fcis-14826	275	7	acm	acm	PROPN
fcis-14826	275	8	international	international	ADJ
fcis-14826	275	9	conference	conference	NOUN
fcis-14826	275	10	on	on	ADP
fcis-14826	275	11	advances	advance	NOUN
fcis-14826	275	12	in	in	ADP
fcis-14826	275	13	social	social	ADJ
fcis-14826	275	14	networks	network	NOUN
fcis-14826	275	15	analysis	analysis	NOUN
fcis-14826	275	16	and	and	CCONJ
fcis-14826	275	17	mining	mining	NOUN
fcis-14826	275	18	,	,	PUNCT
fcis-14826	275	19	p.	p.	NOUN
fcis-14826	275	20	436–439	436–439	NUM
fcis-14826	275	21	.	.	PUNCT
fcis-14826	276	1	[	[	X
fcis-14826	276	2	11	11	NUM
fcis-14826	276	3	]	]	X
fcis-14826	276	4	shu	shu	NOUN
fcis-14826	276	5	k	k	PROPN
fcis-14826	276	6	,	,	PUNCT
fcis-14826	276	7	wang	wang	PROPN
fcis-14826	276	8	s	s	PROPN
fcis-14826	276	9	,	,	PUNCT
fcis-14826	276	10	liu	liu	PROPN
fcis-14826	276	11	h.	h.	PROPN
fcis-14826	276	12	understanding	understand	VERB
fcis-14826	276	13	user	user	NOUN
fcis-14826	276	14	profiles	profile	NOUN
fcis-14826	276	15	on	on	ADP
fcis-14826	276	16	social	social	ADJ
fcis-14826	276	17	media	medium	NOUN
fcis-14826	276	18	for	for	ADP
fcis-14826	276	19	fake	fake	ADJ
fcis-14826	276	20	news	news	NOUN
fcis-14826	276	21	detection	detection	NOUN
fcis-14826	276	22	.	.	PUNCT
fcis-14826	277	1	2018	2018	NUM
fcis-14826	277	2	ieee	ieee	NOUN
fcis-14826	277	3	conference	conference	NOUN
fcis-14826	277	4	on	on	ADP
fcis-14826	277	5	multimedia	multimedia	NOUN
fcis-14826	277	6	information	information	NOUN
fcis-14826	277	7	processing	processing	NOUN
fcis-14826	277	8	and	and	CCONJ
fcis-14826	277	9	retrieval	retrieval	NOUN
fcis-14826	277	10	(	(	PUNCT
fcis-14826	277	11	mipr	mipr	PROPN
fcis-14826	277	12	)	)	PUNCT
fcis-14826	277	13	.	.	PUNCT
fcis-14826	278	1	ieee	ieee	PROPN
fcis-14826	278	2	,	,	PUNCT
fcis-14826	278	3	p.	p.	NOUN
fcis-14826	278	4	430–435	430–435	NUM
fcis-14826	278	5	.	.	PUNCT
fcis-14826	279	1	[	[	X
fcis-14826	279	2	12	12	NUM
fcis-14826	279	3	]	]	X
fcis-14826	279	4	hamdi	hamdi	PROPN
fcis-14826	279	5	t	t	PROPN
fcis-14826	279	6	,	,	PUNCT
fcis-14826	279	7	slimi	slimi	PROPN
fcis-14826	279	8	h	h	PROPN
fcis-14826	279	9	,	,	PUNCT
fcis-14826	279	10	bounhas	bounhas	PROPN
fcis-14826	279	11	i	i	PROPN
fcis-14826	279	12	,	,	PUNCT
fcis-14826	279	13	et	et	PROPN
fcis-14826	279	14	al	al	PROPN
fcis-14826	279	15	.	.	PUNCT
fcis-14826	280	1	a	a	DET
fcis-14826	280	2	hybrid	hybrid	ADJ
fcis-14826	280	3	approach	approach	NOUN
fcis-14826	280	4	for	for	ADP
fcis-14826	280	5	fake	fake	ADJ
fcis-14826	280	6	news	news	NOUN
fcis-14826	280	7	detection	detection	NOUN
fcis-14826	280	8	in	in	ADP
fcis-14826	280	9	twitter	twitter	NOUN
fcis-14826	280	10	based	base	VERB
fcis-14826	280	11	on	on	ADP
fcis-14826	280	12	user	user	NOUN
fcis-14826	280	13	features	feature	NOUN
fcis-14826	280	14	and	and	CCONJ
fcis-14826	280	15	graph	graph	VERB
fcis-14826	280	16	embedding	embed	VERB
fcis-14826	280	17	.	.	PUNCT
fcis-14826	281	1	distributed	distribute	VERB
fcis-14826	281	2	computing	computing	NOUN
fcis-14826	281	3	and	and	CCONJ
fcis-14826	281	4	internet	internet	NOUN
fcis-14826	281	5	technology	technology	NOUN
fcis-14826	281	6	:	:	PUNCT
fcis-14826	281	7	16th	16th	ADJ
fcis-14826	281	8	international	international	ADJ
fcis-14826	281	9	conference	conference	NOUN
fcis-14826	281	10	,	,	PUNCT
fcis-14826	281	11	icdcit	icdcit	PROPN
fcis-14826	281	12	2020	2020	NUM
fcis-14826	281	13	,	,	PUNCT
fcis-14826	281	14	bhubaneswar	bhubaneswar	NOUN
fcis-14826	281	15	,	,	PUNCT
fcis-14826	281	16	india	india	PROPN
fcis-14826	281	17	,	,	PUNCT
fcis-14826	281	18	january	january	PROPN
fcis-14826	281	19	9–12	9–12	PROPN
fcis-14826	281	20	,	,	PUNCT
fcis-14826	281	21	2020	2020	NUM
fcis-14826	281	22	,	,	PUNCT
fcis-14826	281	23	proceedings	proceeding	NOUN
fcis-14826	281	24	16	16	NUM
fcis-14826	281	25	.	.	PUNCT
fcis-14826	281	26	springer	springer	NOUN
fcis-14826	281	27	,	,	PUNCT
fcis-14826	281	28	p.	p.	NOUN
fcis-14826	281	29	266	266	NUM
fcis-14826	281	30	–	–	PUNCT
fcis-14826	281	31	280	280	NUM
fcis-14826	281	32	.	.	PUNCT
fcis-14826	282	1	[	[	X
fcis-14826	282	2	13	13	NUM
fcis-14826	282	3	]	]	PUNCT
fcis-14826	282	4	chowdhury	chowdhury	PROPN
fcis-14826	282	5	r	r	PROPN
fcis-14826	282	6	,	,	PUNCT
fcis-14826	282	7	srinivasan	srinivasan	NOUN
fcis-14826	282	8	s	s	PROPN
fcis-14826	282	9	,	,	PUNCT
fcis-14826	282	10	getoor	getoor	ADV
fcis-14826	282	11	l.	l.	PROPN
fcis-14826	282	12	joint	joint	PROPN
fcis-14826	282	13	estimation	estimation	NOUN
fcis-14826	282	14	of	of	ADP
fcis-14826	282	15	user	user	NOUN
fcis-14826	282	16	and	and	CCONJ
fcis-14826	282	17	publisher	publisher	NOUN
fcis-14826	282	18	credibility	credibility	NOUN
fcis-14826	282	19	for	for	ADP
fcis-14826	282	20	fake	fake	ADJ
fcis-14826	282	21	news	news	NOUN
fcis-14826	282	22	detection	detection	NOUN
fcis-14826	282	23	.	.	PUNCT
fcis-14826	283	1	proceedings	proceeding	NOUN
fcis-14826	283	2	of	of	ADP
fcis-14826	283	3	the	the	DET
fcis-14826	283	4	29th	29th	ADJ
fcis-14826	283	5	acm	acm	PROPN
fcis-14826	283	6	international	international	ADJ
fcis-14826	283	7	conference	conference	NOUN
fcis-14826	283	8	on	on	ADP
fcis-14826	283	9	information	information	NOUN
fcis-14826	283	10	&	&	CCONJ
fcis-14826	283	11	knowledge	knowledge	PROPN
fcis-14826	283	12	management	management	PROPN
fcis-14826	283	13	,	,	PUNCT
fcis-14826	283	14	p.	p.	NOUN
fcis-14826	283	15	1993–1996	1993–1996	NUM
fcis-14826	283	16	.	.	PUNCT
fcis-14826	284	1	[	[	X
fcis-14826	284	2	14	14	NUM
fcis-14826	284	3	]	]	X
fcis-14826	284	4	shu	shu	PROPN
fcis-14826	284	5	k	k	PROPN
fcis-14826	284	6	,	,	PUNCT
fcis-14826	284	7	wang	wang	PROPN
fcis-14826	284	8	s	s	PROPN
fcis-14826	284	9	,	,	PUNCT
fcis-14826	284	10	liu	liu	PROPN
fcis-14826	284	11	h.	h.	PROPN
fcis-14826	284	12	beyond	beyond	ADP
fcis-14826	284	13	news	news	NOUN
fcis-14826	284	14	contents	content	NOUN
fcis-14826	284	15	:	:	PUNCT
fcis-14826	284	16	the	the	DET
fcis-14826	284	17	role	role	NOUN
fcis-14826	284	18	of	of	ADP
fcis-14826	284	19	social	social	ADJ
fcis-14826	284	20	context	context	NOUN
fcis-14826	284	21	for	for	ADP
fcis-14826	284	22	fake	fake	ADJ
fcis-14826	284	23	news	news	NOUN
fcis-14826	284	24	detection	detection	NOUN
fcis-14826	284	25	.	.	PUNCT
fcis-14826	285	1	proceedings	proceeding	NOUN
fcis-14826	285	2	of	of	ADP
fcis-14826	285	3	the	the	DET
fcis-14826	285	4	twelfth	twelfth	ADJ
fcis-14826	285	5	acm	acm	PROPN
fcis-14826	285	6	international	international	PROPN
fcis-14826	285	7	conference	conference	NOUN
fcis-14826	285	8	on	on	ADP
fcis-14826	285	9	web	web	NOUN
fcis-14826	285	10	search	search	NOUN
fcis-14826	285	11	and	and	CCONJ
fcis-14826	285	12	data	datum	NOUN
fcis-14826	285	13	mining	mining	NOUN
fcis-14826	285	14	,	,	PUNCT
fcis-14826	285	15	p.	p.	NOUN
fcis-14826	285	16	312–320	312–320	NUM
fcis-14826	285	17	.	.	PUNCT
fcis-14826	286	1	[	[	X
fcis-14826	286	2	15	15	NUM
fcis-14826	286	3	]	]	X
fcis-14826	286	4	shu	shu	PROPN
fcis-14826	286	5	k	k	PROPN
fcis-14826	286	6	,	,	PUNCT
fcis-14826	286	7	mahudeswaran	mahudeswaran	PROPN
fcis-14826	286	8	d	d	PROPN
fcis-14826	286	9	,	,	PUNCT
fcis-14826	286	10	wang	wang	PROPN
fcis-14826	286	11	s	s	PROPN
fcis-14826	286	12	,	,	PUNCT
fcis-14826	286	13	et	et	PROPN
fcis-14826	286	14	al	al	PROPN
fcis-14826	286	15	.	.	PROPN
fcis-14826	286	16	fakenewsnet	fakenewsnet	PROPN
fcis-14826	286	17	:	:	PUNCT
fcis-14826	286	18	a	a	DET
fcis-14826	286	19	data	data	NOUN
fcis-14826	286	20	repository	repository	NOUN
fcis-14826	286	21	with	with	ADP
fcis-14826	286	22	news	news	NOUN
fcis-14826	286	23	content	content	NOUN
fcis-14826	286	24	,	,	PUNCT
fcis-14826	286	25	social	social	ADJ
fcis-14826	286	26	context	context	NOUN
fcis-14826	286	27	,	,	PUNCT
fcis-14826	286	28	and	and	CCONJ
fcis-14826	286	29	spatiotemporal	spatiotemporal	ADJ
fcis-14826	286	30	information	information	NOUN
fcis-14826	286	31	for	for	ADP
fcis-14826	286	32	studying	study	VERB
fcis-14826	286	33	fake	fake	ADJ
fcis-14826	286	34	news	news	NOUN
fcis-14826	286	35	on	on	ADP
fcis-14826	286	36	social	social	ADJ
fcis-14826	286	37	media	medium	NOUN
fcis-14826	286	38	.	.	PUNCT
fcis-14826	287	1	big	big	ADJ
fcis-14826	287	2	data	datum	NOUN
fcis-14826	287	3	8(3	8(3	NUM
fcis-14826	287	4	)	)	PUNCT
fcis-14826	287	5	,	,	PUNCT
fcis-14826	287	6	p.	p.	NOUN
fcis-14826	287	7	171–188	171–188	NUM
fcis-14826	287	8	.	.	PUNCT
fcis-14826	288	1	[	[	X
fcis-14826	288	2	16	16	NUM
fcis-14826	288	3	]	]	X
fcis-14826	288	4	nguyen	nguyen	PROPN
fcis-14826	288	5	vh	vh	PROPN
fcis-14826	288	6	,	,	PUNCT
fcis-14826	288	7	sugiyama	sugiyama	NOUN
fcis-14826	288	8	k	k	NOUN
fcis-14826	288	9	,	,	PUNCT
fcis-14826	288	10	nakov	nakov	NOUN
fcis-14826	288	11	p	p	NOUN
fcis-14826	288	12	,	,	PUNCT
fcis-14826	288	13	et	et	PROPN
fcis-14826	288	14	al	al	PROPN
fcis-14826	288	15	.	.	PROPN
fcis-14826	288	16	fang	fang	PROPN
fcis-14826	288	17	:	:	PUNCT
fcis-14826	288	18	leveraging	leverage	VERB
fcis-14826	288	19	social	social	ADJ
fcis-14826	288	20	context	context	NOUN
fcis-14826	288	21	for	for	ADP
fcis-14826	288	22	fake	fake	ADJ
fcis-14826	288	23	news	news	NOUN
fcis-14826	288	24	detection	detection	NOUN
fcis-14826	288	25	using	use	VERB
fcis-14826	288	26	graph	graph	NOUN
fcis-14826	288	27	representation	representation	NOUN
fcis-14826	288	28	.	.	PUNCT
fcis-14826	289	1	proceedings	proceeding	NOUN
fcis-14826	289	2	of	of	ADP
fcis-14826	289	3	the	the	DET
fcis-14826	289	4	29th	29th	ADJ
fcis-14826	289	5	acm	acm	PROPN
fcis-14826	289	6	international	international	ADJ
fcis-14826	289	7	conference	conference	NOUN
fcis-14826	289	8	on	on	ADP
fcis-14826	289	9	information	information	NOUN
fcis-14826	289	10	&	&	CCONJ
fcis-14826	289	11	knowledge	knowledge	PROPN
fcis-14826	289	12	management	management	PROPN
fcis-14826	289	13	,	,	PUNCT
fcis-14826	289	14	p.	p.	NOUN
fcis-14826	289	15	1165–1174	1165–1174	NUM
fcis-14826	289	16	.	.	PUNCT
fcis-14826	290	1	[	[	X
fcis-14826	290	2	17	17	NUM
fcis-14826	290	3	]	]	X
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fcis-14826	290	5	s	s	PROPN
fcis-14826	290	6	,	,	PUNCT
fcis-14826	290	7	ding	ding	PROPN
fcis-14826	290	8	c.	c.	NOUN
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fcis-14826	290	10	news	news	NOUN
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fcis-14826	290	12	based	base	VERB
fcis-14826	290	13	on	on	ADP
fcis-14826	290	14	news	news	NOUN
fcis-14826	290	15	content	content	NOUN
fcis-14826	290	16	and	and	CCONJ
fcis-14826	290	17	social	social	ADJ
fcis-14826	290	18	contexts	contexts	NOUN
fcis-14826	290	19	:	:	PUNCT
fcis-14826	290	20	a	a	DET
fcis-14826	290	21	transformer	transformer	NOUN
fcis-14826	290	22	-	-	PUNCT
fcis-14826	290	23	based	base	VERB
fcis-14826	290	24	approach	approach	NOUN
fcis-14826	290	25	.	.	PUNCT
fcis-14826	291	1	international	international	ADJ
fcis-14826	291	2	journal	journal	PROPN
fcis-14826	291	3	of	of	ADP
fcis-14826	291	4	data	data	PROPN
fcis-14826	291	5	science	science	NOUN
fcis-14826	291	6	and	and	CCONJ
fcis-14826	291	7	analytics	analytic	NOUN
fcis-14826	291	8	,	,	PUNCT
fcis-14826	291	9	p.	p.	NOUN
fcis-14826	291	10	335	335	NUM
fcis-14826	291	11	–	–	PUNCT
fcis-14826	291	12	362	362	NUM
fcis-14826	291	13	.	.	PUNCT
fcis-14826	292	1	[	[	X
fcis-14826	292	2	18	18	NUM
fcis-14826	292	3	]	]	SYM
fcis-14826	292	4	della	della	X
fcis-14826	292	5	vedova	vedova	PROPN
fcis-14826	292	6	ml	ml	PROPN
fcis-14826	292	7	,	,	PUNCT
fcis-14826	292	8	tacchini	tacchini	PROPN
fcis-14826	292	9	e	e	NOUN
fcis-14826	292	10	,	,	PUNCT
fcis-14826	292	11	moret	moret	PROPN
fcis-14826	292	12	s	s	PROPN
fcis-14826	292	13	,	,	PUNCT
fcis-14826	292	14	et	et	PROPN
fcis-14826	292	15	al	al	PROPN
fcis-14826	292	16	.	.	PROPN
fcis-14826	292	17	automatic	automatic	ADJ
fcis-14826	292	18	online	online	ADJ
fcis-14826	292	19	fake	fake	ADJ
fcis-14826	292	20	news	news	NOUN
fcis-14826	292	21	detection	detection	NOUN
fcis-14826	292	22	combining	combine	VERB
fcis-14826	292	23	content	content	NOUN
fcis-14826	292	24	and	and	CCONJ
fcis-14826	292	25	social	social	ADJ
fcis-14826	292	26	signals	signal	NOUN
fcis-14826	292	27	.	.	PUNCT
fcis-14826	293	1	2018	2018	NUM
fcis-14826	293	2	22nd	22nd	NOUN
fcis-14826	293	3	conference	conference	NOUN
fcis-14826	293	4	of	of	ADP
fcis-14826	293	5	open	open	ADJ
fcis-14826	293	6	innovations	innovation	NOUN
fcis-14826	293	7	association	association	NOUN
fcis-14826	293	8	(	(	PUNCT
fcis-14826	293	9	fruct	fruct	PROPN
fcis-14826	293	10	)	)	PUNCT
fcis-14826	293	11	,	,	PUNCT
fcis-14826	293	12	p.	p.	NOUN
fcis-14826	293	13	272–279	272–279	NUM
fcis-14826	293	14	.	.	PUNCT
fcis-14826	294	1	[	[	X
fcis-14826	294	2	19	19	NUM
fcis-14826	294	3	]	]	X
fcis-14826	294	4	huh	huh	INTJ
fcis-14826	294	5	m	m	PROPN
fcis-14826	294	6	,	,	PUNCT
fcis-14826	294	7	liu	liu	PROPN
fcis-14826	294	8	a	a	PROPN
fcis-14826	294	9	,	,	PUNCT
fcis-14826	294	10	owens	owens	PROPN
fcis-14826	294	11	a	a	X
fcis-14826	294	12	,	,	PUNCT
fcis-14826	294	13	et	et	PROPN
fcis-14826	294	14	al	al	PROPN
fcis-14826	294	15	.	.	PUNCT
fcis-14826	295	1	fighting	fight	VERB
fcis-14826	295	2	fake	fake	ADJ
fcis-14826	295	3	news	news	NOUN
fcis-14826	295	4	:	:	PUNCT
fcis-14826	295	5	image	image	NOUN
fcis-14826	295	6	splice	splice	NOUN
fcis-14826	295	7	detection	detection	NOUN
fcis-14826	295	8	via	via	ADP
fcis-14826	295	9	learned	learn	VERB
fcis-14826	295	10	self	self	NOUN
fcis-14826	295	11	-	-	PUNCT
fcis-14826	295	12	consistency	consistency	NOUN
fcis-14826	295	13	.	.	PUNCT
fcis-14826	296	1	proceedings	proceeding	NOUN
fcis-14826	296	2	of	of	ADP
fcis-14826	296	3	the	the	DET
fcis-14826	296	4	european	european	PROPN
fcis-14826	296	5	conference	conference	PROPN
fcis-14826	296	6	on	on	ADP
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fcis-14826	296	8	vision	vision	NOUN
fcis-14826	296	9	(	(	PUNCT
fcis-14826	296	10	eccv	eccv	ADV
fcis-14826	296	11	)	)	PUNCT
fcis-14826	296	12	,	,	PUNCT
fcis-14826	297	1	p.	p.	NOUN
fcis-14826	297	2	101	101	NUM
fcis-14826	297	3	–	–	PUNCT
fcis-14826	297	4	117	117	NUM
fcis-14826	297	5	.	.	PUNCT
fcis-14826	297	6	84	84	NUM
fcis-14826	298	1	[	[	SYM
fcis-14826	298	2	20	20	NUM
fcis-14826	298	3	]	]	SYM
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fcis-14826	298	5	a	a	PROPN
fcis-14826	298	6	,	,	PUNCT
fcis-14826	298	7	zhang	zhang	PROPN
fcis-14826	298	8	g	g	PROPN
fcis-14826	298	9	,	,	PUNCT
fcis-14826	298	10	rosso	rosso	NOUN
fcis-14826	298	11	p.	p.	NOUN
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fcis-14826	298	13	multi	multi	ADJ
fcis-14826	298	14	-	-	ADJ
fcis-14826	298	15	image	image	ADJ
fcis-14826	298	16	fake	fake	ADJ
fcis-14826	298	17	news	news	NOUN
fcis-14826	298	18	detection	detection	NOUN
fcis-14826	298	19	.	.	PUNCT
fcis-14826	299	1	2020	2020	NUM
fcis-14826	299	2	ieee	ieee	PROPN
fcis-14826	299	3	7th	7th	ADJ
fcis-14826	299	4	international	international	ADJ
fcis-14826	299	5	conference	conference	NOUN
fcis-14826	299	6	on	on	ADP
fcis-14826	299	7	data	datum	NOUN
fcis-14826	299	8	science	science	NOUN
fcis-14826	299	9	and	and	CCONJ
fcis-14826	299	10	advanced	advanced	ADJ
fcis-14826	299	11	analytics	analytic	NOUN
fcis-14826	299	12	(	(	PUNCT
fcis-14826	299	13	dsaa	dsaa	PROPN
fcis-14826	299	14	)	)	PUNCT
fcis-14826	299	15	.	.	PUNCT
fcis-14826	300	1	ieee	ieee	PROPN
fcis-14826	300	2	,	,	PUNCT
fcis-14826	300	3	p.	p.	NOUN
fcis-14826	300	4	647–654	647–654	NUM
fcis-14826	300	5	.	.	PUNCT
fcis-14826	301	1	[	[	X
fcis-14826	301	2	21	21	NUM
fcis-14826	301	3	]	]	X
fcis-14826	301	4	singh	singh	PROPN
fcis-14826	301	5	b	b	PROPN
fcis-14826	301	6	,	,	PUNCT
fcis-14826	301	7	sharma	sharma	PROPN
fcis-14826	301	8	dk	dk	PROPN
fcis-14826	301	9	.	.	PROPN
fcis-14826	301	10	predicting	predict	VERB
fcis-14826	301	11	image	image	NOUN
fcis-14826	301	12	credibility	credibility	NOUN
fcis-14826	301	13	in	in	ADP
fcis-14826	301	14	fake	fake	ADJ
fcis-14826	301	15	news	news	NOUN
fcis-14826	301	16	over	over	ADP
fcis-14826	301	17	social	social	ADJ
fcis-14826	301	18	media	medium	NOUN
fcis-14826	301	19	using	use	VERB
fcis-14826	301	20	multi	multi	ADJ
fcis-14826	301	21	-	-	ADJ
fcis-14826	301	22	modal	modal	ADJ
fcis-14826	301	23	approach	approach	NOUN
fcis-14826	301	24	.	.	PUNCT
fcis-14826	302	1	neural	neural	ADJ
fcis-14826	302	2	computing	computing	NOUN
fcis-14826	302	3	and	and	CCONJ
fcis-14826	302	4	applications	application	NOUN
fcis-14826	302	5	34(24	34(24	NUM
fcis-14826	302	6	)	)	PUNCT
fcis-14826	302	7	,	,	PUNCT
fcis-14826	302	8	p.	p.	NOUN
fcis-14826	302	9	21503	21503	NUM
fcis-14826	302	10	–	–	PUNCT
fcis-14826	302	11	21517	21517	NUM
fcis-14826	302	12	.	.	PUNCT
fcis-14826	303	1	[	[	X
fcis-14826	303	2	22	22	NUM
fcis-14826	303	3	]	]	X
fcis-14826	303	4	mangal	mangal	PROPN
fcis-14826	303	5	d	d	PROPN
fcis-14826	303	6	,	,	PUNCT
fcis-14826	303	7	sharma	sharma	PROPN
fcis-14826	303	8	dk	dk	PROPN
fcis-14826	303	9	.	.	PUNCT
fcis-14826	303	10	fake	fake	ADJ
fcis-14826	303	11	news	news	NOUN
fcis-14826	303	12	detection	detection	NOUN
fcis-14826	303	13	with	with	ADP
fcis-14826	303	14	integration	integration	NOUN
fcis-14826	303	15	of	of	ADP
fcis-14826	303	16	embedded	embed	VERB
fcis-14826	303	17	text	text	NOUN
fcis-14826	303	18	cues	cue	NOUN
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fcis-14826	303	20	image	image	NOUN
fcis-14826	303	21	features	feature	NOUN
fcis-14826	303	22	.	.	PUNCT
fcis-14826	304	1	2020	2020	NUM
fcis-14826	304	2	8th	8th	ADJ
fcis-14826	304	3	international	international	ADJ
fcis-14826	304	4	conference	conference	NOUN
fcis-14826	304	5	on	on	ADP
fcis-14826	304	6	reliability	reliability	NOUN
fcis-14826	304	7	,	,	PUNCT
fcis-14826	304	8	infocom	infocom	NOUN
fcis-14826	304	9	technologies	technology	NOUN
fcis-14826	304	10	and	and	CCONJ
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fcis-14826	304	12	(	(	PUNCT
fcis-14826	304	13	trends	trend	NOUN
fcis-14826	304	14	and	and	CCONJ
fcis-14826	304	15	future	future	ADJ
fcis-14826	304	16	directions)(icrito	directions)(icrito	PROPN
fcis-14826	304	17	)	)	PUNCT
fcis-14826	304	18	.	.	PUNCT
fcis-14826	305	1	ieee	ieee	PROPN
fcis-14826	305	2	,	,	PUNCT
fcis-14826	305	3	p.	p.	NOUN
fcis-14826	305	4	68–72	68–72	NUM
fcis-14826	305	5	.	.	PUNCT
fcis-14826	306	1	[	[	X
fcis-14826	306	2	23	23	NUM
fcis-14826	306	3	]	]	X
fcis-14826	306	4	singhal	singhal	PROPN
fcis-14826	306	5	s	s	PROPN
fcis-14826	306	6	,	,	PUNCT
fcis-14826	306	7	shah	shah	PROPN
fcis-14826	306	8	rr	rr	PROPN
fcis-14826	306	9	,	,	PUNCT
fcis-14826	306	10	chakraborty	chakraborty	PROPN
fcis-14826	306	11	t	t	PROPN
fcis-14826	306	12	,	,	PUNCT
fcis-14826	306	13	et	et	PROPN
fcis-14826	306	14	al	al	PROPN
fcis-14826	306	15	.	.	PROPN
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fcis-14826	306	17	:	:	PUNCT
fcis-14826	306	18	a	a	DET
fcis-14826	306	19	multimodal	multimodal	ADJ
fcis-14826	306	20	framework	framework	NOUN
fcis-14826	306	21	for	for	ADP
fcis-14826	306	22	fake	fake	ADJ
fcis-14826	306	23	news	news	NOUN
fcis-14826	306	24	detection	detection	NOUN
fcis-14826	306	25	.	.	PUNCT
fcis-14826	307	1	2019	2019	NUM
fcis-14826	307	2	ieee	ieee	NOUN
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fcis-14826	307	7	multimedia	multimedia	PROPN
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fcis-14826	307	9	data	datum	NOUN
fcis-14826	307	10	(	(	PUNCT
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fcis-14826	307	12	)	)	PUNCT
fcis-14826	307	13	.	.	PUNCT
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fcis-14826	308	2	,	,	PUNCT
fcis-14826	308	3	p.	p.	NOUN
fcis-14826	308	4	39–47	39–47	NUM
fcis-14826	308	5	.	.	PUNCT
fcis-14826	309	1	[	[	X
fcis-14826	309	2	24	24	NUM
fcis-14826	309	3	]	]	PUNCT
fcis-14826	309	4	conroy	conroy	PROPN
fcis-14826	309	5	nk	nk	PROPN
fcis-14826	309	6	,	,	PUNCT
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fcis-14826	309	9	,	,	PUNCT
fcis-14826	309	10	chen	chen	PROPN
fcis-14826	309	11	y.	y.	PROPN
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fcis-14826	309	14	detection	detection	NOUN
fcis-14826	309	15	:	:	PUNCT
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fcis-14826	309	17	for	for	ADP
fcis-14826	309	18	finding	find	VERB
fcis-14826	309	19	fake	fake	ADJ
fcis-14826	309	20	news	news	NOUN
fcis-14826	309	21	.	.	PUNCT
fcis-14826	310	1	proceedings	proceeding	NOUN
fcis-14826	310	2	of	of	ADP
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fcis-14826	310	9	technology	technology	NOUN
fcis-14826	310	10	52(1	52(1	NOUN
fcis-14826	310	11	)	)	PUNCT
fcis-14826	310	12	,	,	PUNCT
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fcis-14826	310	14	1	1	NUM
fcis-14826	310	15	–	–	PUNCT
fcis-14826	310	16	4	4	NUM
fcis-14826	310	17	.	.	PUNCT
fcis-14826	311	1	[	[	X
fcis-14826	311	2	25	25	NUM
fcis-14826	311	3	]	]	X
fcis-14826	311	4	klyuev	klyuev	NOUN
fcis-14826	311	5	v.	v.	ADP
fcis-14826	311	6	fake	fake	ADJ
fcis-14826	311	7	news	news	NOUN
fcis-14826	311	8	filtering	filtering	NOUN
fcis-14826	311	9	:	:	PUNCT
fcis-14826	311	10	semantic	semantic	ADJ
fcis-14826	311	11	approaches	approach	NOUN
fcis-14826	311	12	.	.	PUNCT
fcis-14826	312	1	2018	2018	NUM
fcis-14826	312	2	7th	7th	ADJ
fcis-14826	312	3	international	international	ADJ
fcis-14826	312	4	conference	conference	NOUN
fcis-14826	312	5	on	on	ADP
fcis-14826	312	6	reliability	reliability	NOUN
fcis-14826	312	7	,	,	PUNCT
fcis-14826	312	8	infocom	infocom	NOUN
fcis-14826	312	9	technologies	technology	NOUN
fcis-14826	312	10	and	and	CCONJ
fcis-14826	312	11	optimization	optimization	NOUN
fcis-14826	312	12	(	(	PUNCT
fcis-14826	312	13	trends	trend	NOUN
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fcis-14826	312	16	directions)(icrito	directions)(icrito	PROPN
fcis-14826	312	17	)	)	PUNCT
fcis-14826	312	18	.	.	PUNCT
fcis-14826	313	1	ieee	ieee	PROPN
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fcis-14826	313	5	.	.	PUNCT
fcis-14826	314	1	[	[	X
fcis-14826	314	2	26	26	NUM
fcis-14826	314	3	]	]	X
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fcis-14826	314	6	,	,	PUNCT
fcis-14826	314	7	cao	cao	PROPN
fcis-14826	314	8	j	j	PROPN
fcis-14826	314	9	,	,	PUNCT
fcis-14826	314	10	zhang	zhang	PROPN
fcis-14826	314	11	x	x	PROPN
fcis-14826	314	12	,	,	PUNCT
fcis-14826	314	13	et	et	PROPN
fcis-14826	314	14	al	al	PROPN
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fcis-14826	314	17	emotions	emotion	NOUN
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fcis-14826	314	20	news	news	NOUN
fcis-14826	314	21	detection	detection	NOUN
fcis-14826	314	22	on	on	ADP
fcis-14826	314	23	social	social	ADJ
fcis-14826	314	24	media	medium	NOUN
fcis-14826	314	25	.	.	PUNCT
fcis-14826	315	1	arxiv	arxiv	PROPN
fcis-14826	315	2	preprint	preprint	PROPN
fcis-14826	315	3	arxiv	arxiv	PROPN
fcis-14826	315	4	:	:	PUNCT
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fcis-14826	321	4	.	.	PUNCT
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fcis-14826	327	15	,	,	PUNCT
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fcis-14826	327	18	,	,	PUNCT
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fcis-14826	327	20	,	,	PUNCT
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fcis-14826	328	17	)	)	PUNCT
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fcis-14826	329	4	.	.	PUNCT
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