id	sid	tid	token	lemma	pos
fcis-2484	1	1	frontiers	frontier	NOUN
fcis-2484	1	2	in	in	ADP
fcis-2484	1	3	computing	computing	NOUN
fcis-2484	1	4	and	and	CCONJ
fcis-2484	1	5	intelligent	intelligent	ADJ
fcis-2484	1	6	systems	system	NOUN
fcis-2484	1	7	issn	issn	VERB
fcis-2484	1	8	:	:	PUNCT
fcis-2484	1	9	2832	2832	NUM
fcis-2484	1	10	-	-	SYM
fcis-2484	1	11	6024	6024	NUM
fcis-2484	1	12	|	|	NOUN
fcis-2484	1	13	vol	vol	NOUN
fcis-2484	1	14	.	.	PROPN
fcis-2484	2	1	2	2	NUM
fcis-2484	2	2	,	,	PUNCT
fcis-2484	2	3	no	no	INTJ
fcis-2484	2	4	.	.	NOUN
fcis-2484	2	5	1	1	NUM
fcis-2484	2	6	,	,	PUNCT
fcis-2484	2	7	2022	2022	NUM
fcis-2484	2	8	7	7	NUM
fcis-2484	2	9	open	open	ADJ
fcis-2484	2	10	chinese	chinese	ADJ
fcis-2484	2	11	internet	internet	NOUN
fcis-2484	2	12	sarcasm	sarcasm	NOUN
fcis-2484	2	13	corpus	corpus	NOUN
fcis-2484	2	14	construction	construction	NOUN
fcis-2484	2	15	:	:	PUNCT
fcis-2484	2	16	an	an	DET
fcis-2484	2	17	approach	approach	NOUN
fcis-2484	2	18	yizhang	yizhang	PROPN
fcis-2484	2	19	zhu	zhu	PROPN
fcis-2484	2	20	college	college	PROPN
fcis-2484	2	21	of	of	ADP
fcis-2484	2	22	computer	computer	NOUN
fcis-2484	2	23	science	science	NOUN
fcis-2484	2	24	,	,	PUNCT
fcis-2484	2	25	chongqing	chongqing	PROPN
fcis-2484	2	26	university	university	NOUN
fcis-2484	2	27	,	,	PUNCT
fcis-2484	2	28	chongqing	chongqe	VERB
fcis-2484	2	29	401331	401331	NUM
fcis-2484	2	30	,	,	PUNCT
fcis-2484	2	31	china	china	PROPN
fcis-2484	2	32	20194113@cqu.edu.cn	20194113@cqu.edu.cn	NUM
fcis-2484	2	33	abstract	abstract	NOUN
fcis-2484	2	34	:	:	PUNCT
fcis-2484	2	35	sarcasm	sarcasm	NOUN
fcis-2484	2	36	is	be	AUX
fcis-2484	2	37	a	a	DET
fcis-2484	2	38	commonly	commonly	ADV
fcis-2484	2	39	-	-	PUNCT
fcis-2484	2	40	used	use	VERB
fcis-2484	2	41	language	language	NOUN
fcis-2484	2	42	phenomenon	phenomenon	NOUN
fcis-2484	2	43	particularly	particularly	ADV
fcis-2484	2	44	on	on	ADP
fcis-2484	2	45	the	the	DET
fcis-2484	2	46	internet	internet	NOUN
fcis-2484	2	47	,	,	PUNCT
fcis-2484	2	48	which	which	PRON
fcis-2484	2	49	is	be	AUX
fcis-2484	2	50	often	often	ADV
fcis-2484	2	51	to	to	PART
fcis-2484	2	52	convey	convey	VERB
fcis-2484	2	53	criticism	criticism	NOUN
fcis-2484	2	54	or	or	CCONJ
fcis-2484	2	55	negative	negative	ADJ
fcis-2484	2	56	emotions	emotion	NOUN
fcis-2484	2	57	.	.	PUNCT
fcis-2484	3	1	a	a	DET
fcis-2484	3	2	proper	proper	ADJ
fcis-2484	3	3	sarcasm	sarcasm	NOUN
fcis-2484	3	4	corpus	corpus	NOUN
fcis-2484	3	5	to	to	PART
fcis-2484	3	6	help	help	VERB
fcis-2484	3	7	sarcasm	sarcasm	NOUN
fcis-2484	3	8	study	study	NOUN
fcis-2484	3	9	and	and	CCONJ
fcis-2484	3	10	detection	detection	NOUN
fcis-2484	3	11	can	can	AUX
fcis-2484	3	12	contribute	contribute	VERB
fcis-2484	3	13	to	to	ADP
fcis-2484	3	14	linguistic	linguistic	ADJ
fcis-2484	3	15	research	research	NOUN
fcis-2484	3	16	and	and	CCONJ
fcis-2484	3	17	assist	assist	VERB
fcis-2484	3	18	sentiment	sentiment	NOUN
fcis-2484	3	19	analysis	analysis	NOUN
fcis-2484	3	20	,	,	PUNCT
fcis-2484	3	21	but	but	CCONJ
fcis-2484	3	22	an	an	DET
fcis-2484	3	23	open	open	ADJ
fcis-2484	3	24	chinese	chinese	ADJ
fcis-2484	3	25	corpus	corpus	NOUN
fcis-2484	3	26	is	be	AUX
fcis-2484	3	27	found	find	VERB
fcis-2484	3	28	extremely	extremely	ADV
fcis-2484	3	29	lacking	lacking	ADJ
fcis-2484	3	30	.	.	PUNCT
fcis-2484	4	1	in	in	ADP
fcis-2484	4	2	this	this	DET
fcis-2484	4	3	paper	paper	NOUN
fcis-2484	4	4	,	,	PUNCT
fcis-2484	4	5	we	we	PRON
fcis-2484	4	6	referenced	reference	VERB
fcis-2484	4	7	existing	exist	VERB
fcis-2484	4	8	methods	method	NOUN
fcis-2484	4	9	and	and	CCONJ
fcis-2484	4	10	data	datum	NOUN
fcis-2484	4	11	and	and	CCONJ
fcis-2484	4	12	constructed	construct	VERB
fcis-2484	4	13	a	a	DET
fcis-2484	4	14	balanced	balanced	ADJ
fcis-2484	4	15	open	open	ADJ
fcis-2484	4	16	chinese	chinese	ADJ
fcis-2484	4	17	internet	internet	NOUN
fcis-2484	4	18	sarcasm	sarcasm	NOUN
fcis-2484	4	19	corpus	corpus	NOUN
fcis-2484	4	20	in	in	ADP
fcis-2484	4	21	a	a	DET
fcis-2484	4	22	new	new	ADJ
fcis-2484	4	23	approach	approach	NOUN
fcis-2484	4	24	to	to	PART
fcis-2484	4	25	improve	improve	VERB
fcis-2484	4	26	efficiency	efficiency	NOUN
fcis-2484	4	27	and	and	CCONJ
fcis-2484	4	28	data	datum	NOUN
fcis-2484	4	29	quality	quality	NOUN
fcis-2484	4	30	.	.	PUNCT
fcis-2484	5	1	the	the	DET
fcis-2484	5	2	balanced	balanced	ADJ
fcis-2484	5	3	open	open	ADJ
fcis-2484	5	4	corpus	corpus	NOUN
fcis-2484	5	5	contains	contain	VERB
fcis-2484	5	6	multi	multi	ADJ
fcis-2484	5	7	-	-	NOUN
fcis-2484	5	8	source	source	NOUN
fcis-2484	5	9	and	and	CCONJ
fcis-2484	5	10	labeled	label	VERB
fcis-2484	5	11	2,000	2,000	NUM
fcis-2484	5	12	texts	text	NOUN
fcis-2484	5	13	selected	select	VERB
fcis-2484	5	14	from	from	ADP
fcis-2484	5	15	bigger	big	ADJ
fcis-2484	5	16	corresponding	correspond	VERB
fcis-2484	5	17	origin	origin	NOUN
fcis-2484	5	18	datasets	dataset	NOUN
fcis-2484	5	19	.	.	PUNCT
fcis-2484	6	1	in	in	ADP
fcis-2484	6	2	our	our	PRON
fcis-2484	6	3	corpus	corpus	NOUN
fcis-2484	6	4	,	,	PUNCT
fcis-2484	6	5	sarcasm	sarcasm	NOUN
fcis-2484	6	6	and	and	CCONJ
fcis-2484	6	7	non	non	NOUN
fcis-2484	6	8	-	-	NOUN
fcis-2484	6	9	sarcasm	sarcasm	NOUN
fcis-2484	6	10	,	,	PUNCT
fcis-2484	6	11	longer	long	ADJ
fcis-2484	6	12	and	and	CCONJ
fcis-2484	6	13	shorter	short	ADJ
fcis-2484	6	14	texts	text	NOUN
fcis-2484	6	15	are	be	AUX
fcis-2484	6	16	both	both	PRON
fcis-2484	6	17	in	in	ADP
fcis-2484	6	18	1:1	1:1	NUM
fcis-2484	6	19	ratio	ratio	NOUN
fcis-2484	6	20	.	.	PUNCT
fcis-2484	7	1	keywords	keyword	NOUN
fcis-2484	7	2	:	:	PUNCT
fcis-2484	7	3	sarcasm	sarcasm	NOUN
fcis-2484	7	4	;	;	PUNCT
fcis-2484	7	5	open	open	ADJ
fcis-2484	7	6	corpus	corpus	NOUN
fcis-2484	7	7	;	;	PUNCT
fcis-2484	7	8	chinese	chinese	ADJ
fcis-2484	7	9	internet	internet	NOUN
fcis-2484	7	10	.	.	PUNCT
fcis-2484	8	1	1	1	X
fcis-2484	8	2	.	.	X
fcis-2484	8	3	introduction	introduction	NOUN
fcis-2484	8	4	sarcasm	sarcasm	NOUN
fcis-2484	8	5	can	can	AUX
fcis-2484	8	6	show	show	VERB
fcis-2484	8	7	opposite	opposite	ADJ
fcis-2484	8	8	meanings	meaning	NOUN
fcis-2484	8	9	or	or	CCONJ
fcis-2484	8	10	attitudes	attitude	NOUN
fcis-2484	8	11	instead	instead	ADV
fcis-2484	8	12	of	of	ADP
fcis-2484	8	13	their	their	PRON
fcis-2484	8	14	literal	literal	ADJ
fcis-2484	8	15	ones	one	NOUN
fcis-2484	8	16	when	when	SCONJ
fcis-2484	8	17	being	be	AUX
fcis-2484	8	18	expressed	express	VERB
fcis-2484	8	19	.	.	PUNCT
fcis-2484	9	1	in	in	ADP
fcis-2484	9	2	the	the	DET
fcis-2484	9	3	cambridge	cambridge	PROPN
fcis-2484	9	4	dictionary	dictionary	PROPN
fcis-2484	9	5	,	,	PUNCT
fcis-2484	9	6	the	the	DET
fcis-2484	9	7	explanation	explanation	NOUN
fcis-2484	9	8	of	of	ADP
fcis-2484	9	9	the	the	DET
fcis-2484	9	10	word	word	NOUN
fcis-2484	9	11	"	"	PUNCT
fcis-2484	9	12	sarcasm	sarcasm	NOUN
fcis-2484	9	13	"	"	PUNCT
fcis-2484	9	14	is	be	AUX
fcis-2484	9	15	"	"	PUNCT
fcis-2484	9	16	the	the	DET
fcis-2484	9	17	use	use	NOUN
fcis-2484	9	18	of	of	ADP
fcis-2484	9	19	remarks	remark	NOUN
fcis-2484	9	20	that	that	PRON
fcis-2484	9	21	clearly	clearly	ADV
fcis-2484	9	22	mean	mean	VERB
fcis-2484	9	23	the	the	DET
fcis-2484	9	24	opposite	opposite	NOUN
fcis-2484	9	25	of	of	ADP
fcis-2484	9	26	what	what	PRON
fcis-2484	9	27	they	they	PRON
fcis-2484	9	28	say	say	VERB
fcis-2484	9	29	,	,	PUNCT
fcis-2484	9	30	made	make	VERB
fcis-2484	9	31	to	to	PART
fcis-2484	9	32	hurt	hurt	VERB
fcis-2484	9	33	someone	someone	PRON
fcis-2484	9	34	's	's	PART
fcis-2484	9	35	feelings	feeling	NOUN
fcis-2484	9	36	or	or	CCONJ
fcis-2484	9	37	to	to	PART
fcis-2484	9	38	criticize	criticize	VERB
fcis-2484	9	39	something	something	PRON
fcis-2484	9	40	in	in	ADP
fcis-2484	9	41	a	a	DET
fcis-2484	9	42	humorous	humorous	ADJ
fcis-2484	9	43	way	way	NOUN
fcis-2484	9	44	"	"	PUNCT
fcis-2484	9	45	.	.	PUNCT
fcis-2484	10	1	in	in	ADP
fcis-2484	10	2	contemporary	contemporary	PROPN
fcis-2484	10	3	chinese	chinese	PROPN
fcis-2484	10	4	dictionary	dictionary	PROPN
fcis-2484	10	5	,	,	PUNCT
fcis-2484	10	6	the	the	DET
fcis-2484	10	7	corresponding	corresponding	ADJ
fcis-2484	10	8	word	word	NOUN
fcis-2484	10	9	"	"	PUNCT
fcis-2484	10	10	fanfeng	fanfeng	NOUN
fcis-2484	10	11	"	"	PUNCT
fcis-2484	10	12	is	be	AUX
fcis-2484	10	13	explained	explain	VERB
fcis-2484	10	14	as	as	ADP
fcis-2484	10	15	"	"	PUNCT
fcis-2484	10	16	satire	satire	NOUN
fcis-2484	10	17	from	from	ADP
fcis-2484	10	18	the	the	DET
fcis-2484	10	19	opposite	opposite	ADJ
fcis-2484	10	20	side	side	NOUN
fcis-2484	10	21	to	to	PART
fcis-2484	10	22	expose	expose	VERB
fcis-2484	10	23	or	or	CCONJ
fcis-2484	10	24	criticize	criticize	VERB
fcis-2484	10	25	the	the	DET
fcis-2484	10	26	bad	bad	ADJ
fcis-2484	10	27	or	or	CCONJ
fcis-2484	10	28	stupid	stupid	ADJ
fcis-2484	10	29	,	,	PUNCT
fcis-2484	10	30	often	often	ADV
fcis-2484	10	31	use	use	VERB
fcis-2484	10	32	metaphors	metaphor	NOUN
fcis-2484	10	33	and	and	CCONJ
fcis-2484	10	34	exaggerations	exaggeration	NOUN
fcis-2484	10	35	"	"	PUNCT
fcis-2484	10	36	.	.	PUNCT
fcis-2484	11	1	however	however	ADV
fcis-2484	11	2	,	,	PUNCT
fcis-2484	11	3	this	this	PRON
fcis-2484	11	4	can	can	AUX
fcis-2484	11	5	also	also	ADV
fcis-2484	11	6	interfere	interfere	VERB
fcis-2484	11	7	with	with	ADP
fcis-2484	11	8	sentiment	sentiment	NOUN
fcis-2484	11	9	recognition	recognition	NOUN
fcis-2484	11	10	and	and	CCONJ
fcis-2484	11	11	analysis	analysis	NOUN
fcis-2484	11	12	for	for	ADP
fcis-2484	11	13	hiding	hide	VERB
fcis-2484	11	14	their	their	PRON
fcis-2484	11	15	real	real	ADJ
fcis-2484	11	16	means	mean	NOUN
fcis-2484	11	17	.	.	PUNCT
fcis-2484	12	1	due	due	ADP
fcis-2484	12	2	to	to	ADP
fcis-2484	12	3	the	the	DET
fcis-2484	12	4	need	need	NOUN
fcis-2484	12	5	for	for	ADP
fcis-2484	12	6	expression	expression	NOUN
fcis-2484	12	7	on	on	ADP
fcis-2484	12	8	some	some	DET
fcis-2484	12	9	specific	specific	ADJ
fcis-2484	12	10	topics	topic	NOUN
fcis-2484	12	11	or	or	CCONJ
fcis-2484	12	12	emotions	emotion	NOUN
fcis-2484	12	13	,	,	PUNCT
fcis-2484	12	14	or	or	CCONJ
fcis-2484	12	15	to	to	PART
fcis-2484	12	16	circumvent	circumvent	VERB
fcis-2484	12	17	relatively	relatively	ADV
fcis-2484	12	18	more	more	ADV
fcis-2484	12	19	stringent	stringent	ADJ
fcis-2484	12	20	censorship	censorship	NOUN
fcis-2484	12	21	mechanisms	mechanism	NOUN
fcis-2484	12	22	,	,	PUNCT
fcis-2484	12	23	sarcasm	sarcasm	NOUN
fcis-2484	12	24	widely	widely	ADV
fcis-2484	12	25	exists	exist	VERB
fcis-2484	12	26	on	on	ADP
fcis-2484	12	27	the	the	DET
fcis-2484	12	28	internet	internet	NOUN
fcis-2484	12	29	.	.	PUNCT
fcis-2484	13	1	therefore	therefore	ADV
fcis-2484	13	2	,	,	PUNCT
fcis-2484	13	3	sarcasm	sarcasm	NOUN
fcis-2484	13	4	detection	detection	NOUN
fcis-2484	13	5	can	can	AUX
fcis-2484	13	6	be	be	AUX
fcis-2484	13	7	conducive	conducive	ADJ
fcis-2484	13	8	to	to	ADP
fcis-2484	13	9	tasks	task	NOUN
fcis-2484	13	10	requiring	require	VERB
fcis-2484	13	11	capturing	capture	VERB
fcis-2484	13	12	people	people	NOUN
fcis-2484	13	13	's	's	PART
fcis-2484	13	14	real	real	ADJ
fcis-2484	13	15	sentiments	sentiment	NOUN
fcis-2484	13	16	,	,	PUNCT
fcis-2484	13	17	including	include	VERB
fcis-2484	13	18	sentiment	sentiment	NOUN
fcis-2484	13	19	analysis	analysis	NOUN
fcis-2484	13	20	,	,	PUNCT
fcis-2484	13	21	hot	hot	ADJ
fcis-2484	13	22	events	event	NOUN
fcis-2484	13	23	monitoring	monitoring	NOUN
fcis-2484	13	24	,	,	PUNCT
fcis-2484	13	25	and	and	CCONJ
fcis-2484	13	26	harassment	harassment	NOUN
fcis-2484	13	27	detection[1	detection[1	PROPN
fcis-2484	13	28	]	]	PUNCT
fcis-2484	13	29	.	.	PUNCT
fcis-2484	14	1	there	there	PRON
fcis-2484	14	2	have	have	AUX
fcis-2484	14	3	been	be	AUX
fcis-2484	14	4	authoritative	authoritative	ADJ
fcis-2484	14	5	and	and	CCONJ
fcis-2484	14	6	proven	prove	VERB
fcis-2484	14	7	datasets	dataset	NOUN
fcis-2484	14	8	for	for	ADP
fcis-2484	14	9	sarcasm	sarcasm	NOUN
fcis-2484	14	10	detection	detection	NOUN
fcis-2484	14	11	so	so	ADV
fcis-2484	14	12	far	far	ADV
fcis-2484	14	13	,	,	PUNCT
fcis-2484	14	14	but	but	CCONJ
fcis-2484	14	15	most	most	ADJ
fcis-2484	14	16	of	of	ADP
fcis-2484	14	17	them	they	PRON
fcis-2484	14	18	are	be	AUX
fcis-2484	14	19	english	english	PROPN
fcis-2484	14	20	-	-	PUNCT
fcis-2484	14	21	based[2][3	based[2][3	PROPN
fcis-2484	14	22	]	]	PUNCT
fcis-2484	14	23	.	.	PUNCT
fcis-2484	15	1	open	open	ADJ
fcis-2484	15	2	chinese	chinese	ADJ
fcis-2484	15	3	corpus	corpus	NOUN
fcis-2484	15	4	in	in	ADP
fcis-2484	15	5	this	this	DET
fcis-2484	15	6	field	field	NOUN
fcis-2484	15	7	,	,	PUNCT
fcis-2484	15	8	particularly	particularly	ADV
fcis-2484	15	9	simplified	simplified	ADJ
fcis-2484	15	10	chinese	chinese	ADJ
fcis-2484	15	11	corpus	corpus	NOUN
fcis-2484	15	12	,	,	PUNCT
fcis-2484	15	13	is	be	AUX
fcis-2484	15	14	extremely	extremely	ADV
fcis-2484	15	15	lacking	lacking	ADJ
fcis-2484	15	16	.	.	PUNCT
fcis-2484	16	1	furthermore	furthermore	ADV
fcis-2484	16	2	,	,	PUNCT
fcis-2484	16	3	although	although	SCONJ
fcis-2484	16	4	sarcastic	sarcastic	ADJ
fcis-2484	16	5	messages	message	NOUN
fcis-2484	16	6	widely	widely	ADV
fcis-2484	16	7	exist	exist	VERB
fcis-2484	16	8	in	in	ADP
fcis-2484	16	9	online	online	ADJ
fcis-2484	16	10	social	social	ADJ
fcis-2484	16	11	media	medium	NOUN
fcis-2484	16	12	or	or	CCONJ
fcis-2484	16	13	comment	comment	NOUN
fcis-2484	16	14	areas	area	NOUN
fcis-2484	16	15	,	,	PUNCT
fcis-2484	16	16	they	they	PRON
fcis-2484	16	17	do	do	AUX
fcis-2484	16	18	not	not	PART
fcis-2484	16	19	account	account	VERB
fcis-2484	16	20	for	for	ADP
fcis-2484	16	21	a	a	DET
fcis-2484	16	22	significant	significant	ADJ
fcis-2484	16	23	proportion[4	proportion[4	NOUN
fcis-2484	16	24	]	]	PUNCT
fcis-2484	16	25	,	,	PUNCT
fcis-2484	16	26	which	which	PRON
fcis-2484	16	27	makes	make	VERB
fcis-2484	16	28	conventional	conventional	ADJ
fcis-2484	16	29	data	datum	NOUN
fcis-2484	16	30	collection	collection	NOUN
fcis-2484	16	31	methods	method	NOUN
fcis-2484	16	32	labor	labor	NOUN
fcis-2484	16	33	-	-	PUNCT
fcis-2484	16	34	intensive	intensive	ADJ
fcis-2484	16	35	and	and	CCONJ
fcis-2484	16	36	time	time	NOUN
fcis-2484	16	37	-	-	PUNCT
fcis-2484	16	38	consuming	consume	VERB
fcis-2484	16	39	.	.	PUNCT
fcis-2484	17	1	during	during	ADP
fcis-2484	17	2	corpus	corpus	NOUN
fcis-2484	17	3	construction	construction	NOUN
fcis-2484	17	4	,	,	PUNCT
fcis-2484	17	5	we	we	PRON
fcis-2484	17	6	proposed	propose	VERB
fcis-2484	17	7	an	an	DET
fcis-2484	17	8	ingenious	ingenious	ADJ
fcis-2484	17	9	and	and	CCONJ
fcis-2484	17	10	more	more	ADV
fcis-2484	17	11	efficient	efficient	ADJ
fcis-2484	17	12	method	method	NOUN
fcis-2484	17	13	to	to	PART
fcis-2484	17	14	assist	assist	VERB
fcis-2484	17	15	data	datum	NOUN
fcis-2484	17	16	collection	collection	NOUN
fcis-2484	17	17	.	.	PUNCT
fcis-2484	18	1	we	we	PRON
fcis-2484	18	2	also	also	ADV
fcis-2484	18	3	combined	combine	VERB
fcis-2484	18	4	the	the	DET
fcis-2484	18	5	existing	exist	VERB
fcis-2484	18	6	corpus	corpus	NOUN
fcis-2484	18	7	constructed	construct	VERB
fcis-2484	18	8	by	by	ADP
fcis-2484	18	9	tang	tang	NOUN
fcis-2484	18	10	and	and	CCONJ
fcis-2484	18	11	chen[5	chen[5	NOUN
fcis-2484	18	12	]	]	PUNCT
fcis-2484	18	13	,	,	PUNCT
fcis-2484	18	14	and	and	CCONJ
fcis-2484	18	15	referenced	reference	VERB
fcis-2484	18	16	some	some	DET
fcis-2484	18	17	suggestions	suggestion	NOUN
fcis-2484	18	18	on	on	ADP
fcis-2484	18	19	data	datum	NOUN
fcis-2484	18	20	collection	collection	NOUN
fcis-2484	18	21	from	from	ADP
fcis-2484	18	22	li	li	PROPN
fcis-2484	18	23	and	and	CCONJ
fcis-2484	18	24	huang[4	huang[4	PROPN
fcis-2484	18	25	]	]	PUNCT
fcis-2484	18	26	.	.	PUNCT
fcis-2484	19	1	in	in	ADP
fcis-2484	19	2	this	this	DET
fcis-2484	19	3	paper	paper	NOUN
fcis-2484	19	4	,	,	PUNCT
fcis-2484	19	5	an	an	DET
fcis-2484	19	6	open	open	ADJ
fcis-2484	19	7	balanced	balanced	ADJ
fcis-2484	19	8	chinese	chinese	ADJ
fcis-2484	19	9	internet	internet	NOUN
fcis-2484	19	10	sarcasm	sarcasm	NOUN
fcis-2484	19	11	corpus	corpus	NOUN
fcis-2484	19	12	is	be	AUX
fcis-2484	19	13	constructed	construct	VERB
fcis-2484	19	14	,	,	PUNCT
fcis-2484	19	15	containing	contain	VERB
fcis-2484	19	16	500	500	NUM
fcis-2484	19	17	longer	long	ADV
fcis-2484	19	18	and	and	CCONJ
fcis-2484	19	19	500	500	NUM
fcis-2484	19	20	shorter	short	ADJ
fcis-2484	19	21	sarcastic	sarcastic	ADJ
fcis-2484	19	22	texts	text	NOUN
fcis-2484	19	23	,	,	PUNCT
fcis-2484	19	24	500	500	NUM
fcis-2484	19	25	longer	long	ADJ
fcis-2484	19	26	and	and	CCONJ
fcis-2484	19	27	500	500	NUM
fcis-2484	19	28	shorter	short	ADJ
fcis-2484	19	29	non	non	ADJ
fcis-2484	19	30	-	-	ADJ
fcis-2484	19	31	sarcastic	sarcastic	ADJ
fcis-2484	19	32	texts	text	NOUN
fcis-2484	19	33	respectively	respectively	ADV
fcis-2484	19	34	,	,	PUNCT
fcis-2484	19	35	2,000	2,000	NUM
fcis-2484	19	36	labeled	label	VERB
fcis-2484	19	37	texts	text	NOUN
fcis-2484	19	38	in	in	ADP
fcis-2484	19	39	total	total	NOUN
fcis-2484	19	40	.	.	PUNCT
fcis-2484	20	1	2	2	X
fcis-2484	20	2	.	.	X
fcis-2484	20	3	related	relate	VERB
fcis-2484	20	4	work	work	NOUN
fcis-2484	20	5	as	as	ADP
fcis-2484	20	6	a	a	DET
fcis-2484	20	7	linguistic	linguistic	ADJ
fcis-2484	20	8	phenomenon	phenomenon	NOUN
fcis-2484	20	9	,	,	PUNCT
fcis-2484	20	10	sarcasm	sarcasm	NOUN
fcis-2484	20	11	is	be	AUX
fcis-2484	20	12	studied	study	VERB
fcis-2484	20	13	by	by	ADP
fcis-2484	20	14	literary	literary	ADJ
fcis-2484	20	15	and	and	CCONJ
fcis-2484	20	16	linguistic	linguistic	ADJ
fcis-2484	20	17	or	or	CCONJ
fcis-2484	20	18	natural	natural	ADJ
fcis-2484	20	19	language	language	NOUN
fcis-2484	20	20	processing	processing	NOUN
fcis-2484	20	21	scholars	scholar	NOUN
fcis-2484	20	22	from	from	ADP
fcis-2484	20	23	many	many	ADJ
fcis-2484	20	24	aspects	aspect	NOUN
fcis-2484	20	25	.	.	PUNCT
fcis-2484	21	1	to	to	PART
fcis-2484	21	2	assist	assist	VERB
fcis-2484	21	3	and	and	CCONJ
fcis-2484	21	4	help	help	VERB
fcis-2484	21	5	further	further	ADJ
fcis-2484	21	6	study	study	VERB
fcis-2484	21	7	,	,	PUNCT
fcis-2484	21	8	sarcasm	sarcasm	NOUN
fcis-2484	21	9	corpora	corpora	PROPN
fcis-2484	21	10	are	be	AUX
fcis-2484	21	11	constructed	construct	VERB
fcis-2484	21	12	,	,	PUNCT
fcis-2484	21	13	most	most	ADJ
fcis-2484	21	14	of	of	ADP
fcis-2484	21	15	which	which	PRON
fcis-2484	21	16	are	be	AUX
fcis-2484	21	17	english	english	PROPN
fcis-2484	21	18	-	-	PUNCT
fcis-2484	21	19	based	base	VERB
fcis-2484	21	20	.	.	PUNCT
fcis-2484	22	1	news	news	NOUN
fcis-2484	22	2	headlines	headline	NOUN
fcis-2484	22	3	dataset	dataset	VERB
fcis-2484	22	4	for	for	ADP
fcis-2484	22	5	sarcasm	sarcasm	NOUN
fcis-2484	22	6	detection	detection	NOUN
fcis-2484	22	7	introduced	introduce	VERB
fcis-2484	22	8	by	by	ADP
fcis-2484	22	9	misra	misra	PROPN
fcis-2484	22	10	et	et	PROPN
fcis-2484	22	11	al	al	PROPN
fcis-2484	22	12	.	.	PROPN
fcis-2484	22	13	is	be	AUX
fcis-2484	22	14	collected	collect	VERB
fcis-2484	22	15	from	from	ADP
fcis-2484	22	16	the	the	DET
fcis-2484	22	17	onion	onion	NOUN
fcis-2484	22	18	(	(	PUNCT
fcis-2484	22	19	an	an	DET
fcis-2484	22	20	american	american	ADJ
fcis-2484	22	21	website	website	NOUN
fcis-2484	22	22	particularly	particularly	ADV
fcis-2484	22	23	producing	produce	VERB
fcis-2484	22	24	sarcastic	sarcastic	ADJ
fcis-2484	22	25	news	news	NOUN
fcis-2484	22	26	)	)	PUNCT
fcis-2484	22	27	for	for	ADP
fcis-2484	22	28	sarcastic	sarcastic	ADJ
fcis-2484	22	29	news	news	NOUN
fcis-2484	22	30	headlines	headline	NOUN
fcis-2484	22	31	and	and	CCONJ
fcis-2484	22	32	huffpost	huffpost	NOUN
fcis-2484	22	33	for	for	ADP
fcis-2484	22	34	non	non	ADJ
fcis-2484	22	35	-	-	ADJ
fcis-2484	22	36	sarcastic	sarcastic	ADJ
fcis-2484	22	37	ones[6	ones[6	NUM
fcis-2484	22	38	]	]	PUNCT
fcis-2484	22	39	.	.	PUNCT
fcis-2484	23	1	khodak	khodak	PROPN
fcis-2484	23	2	et	et	PROPN
fcis-2484	23	3	al	al	PROPN
fcis-2484	23	4	.	.	PROPN
fcis-2484	23	5	constructed	construct	VERB
fcis-2484	23	6	the	the	DET
fcis-2484	23	7	self	self	NOUN
fcis-2484	23	8	-	-	PUNCT
fcis-2484	23	9	annotated	annotate	VERB
fcis-2484	23	10	reddit	reddit	NOUN
fcis-2484	23	11	corpus	corpus	NOUN
fcis-2484	23	12	(	(	PUNCT
fcis-2484	23	13	sars	sars	PROPN
fcis-2484	23	14	)	)	PUNCT
fcis-2484	23	15	,	,	PUNCT
fcis-2484	23	16	which	which	PRON
fcis-2484	23	17	is	be	AUX
fcis-2484	23	18	a	a	DET
fcis-2484	23	19	much	much	ADV
fcis-2484	23	20	larger	large	ADJ
fcis-2484	23	21	corpus	corpus	NOUN
fcis-2484	23	22	containing	contain	VERB
fcis-2484	23	23	1.3	1.3	NUM
fcis-2484	23	24	million	million	NUM
fcis-2484	23	25	labeled	label	VERB
fcis-2484	23	26	comments	comment	NOUN
fcis-2484	23	27	scraped	scrape	VERB
fcis-2484	23	28	from	from	ADP
fcis-2484	23	29	reddit	reddit	NOUN
fcis-2484	23	30	through	through	ADP
fcis-2484	23	31	the	the	DET
fcis-2484	23	32	use	use	NOUN
fcis-2484	23	33	of	of	ADP
fcis-2484	23	34	the	the	DET
fcis-2484	23	35	tag	tag	NOUN
fcis-2484	23	36	"	"	PUNCT
fcis-2484	23	37	\s	\s	NOUN
fcis-2484	23	38	"	"	PUNCT
fcis-2484	23	39	which	which	PRON
fcis-2484	23	40	implies	imply	VERB
fcis-2484	23	41	sarcastic	sarcastic	ADJ
fcis-2484	23	42	meaning	meaning	NOUN
fcis-2484	23	43	in	in	ADP
fcis-2484	23	44	reddit[2	reddit[2	PROPN
fcis-2484	23	45	]	]	PUNCT
fcis-2484	23	46	.	.	PUNCT
fcis-2484	24	1	as	as	ADP
fcis-2484	24	2	for	for	ADP
fcis-2484	24	3	chinese	chinese	ADJ
fcis-2484	24	4	corpus	corpu	NOUN
fcis-2484	24	5	,	,	PUNCT
fcis-2484	24	6	they	they	PRON
fcis-2484	24	7	are	be	AUX
fcis-2484	24	8	much	much	ADV
fcis-2484	24	9	smaller	small	ADJ
fcis-2484	24	10	in	in	ADP
fcis-2484	24	11	number	number	NOUN
fcis-2484	24	12	and	and	CCONJ
fcis-2484	24	13	scale	scale	NOUN
fcis-2484	24	14	compared	compare	VERB
fcis-2484	24	15	with	with	ADP
fcis-2484	24	16	their	their	PRON
fcis-2484	24	17	english	english	ADJ
fcis-2484	24	18	counterparts	counterpart	NOUN
fcis-2484	24	19	.	.	PUNCT
fcis-2484	25	1	tang	tang	PROPN
fcis-2484	25	2	and	and	CCONJ
fcis-2484	25	3	chen	chen	PROPN
fcis-2484	25	4	collected	collect	VERB
fcis-2484	25	5	1,005	1,005	NUM
fcis-2484	25	6	microblogs	microblog	NOUN
fcis-2484	25	7	from	from	ADP
fcis-2484	25	8	the	the	DET
fcis-2484	25	9	plurk	plurk	NOUN
fcis-2484	25	10	website	website	NOUN
fcis-2484	25	11	and	and	CCONJ
fcis-2484	25	12	formed	form	VERB
fcis-2484	25	13	the	the	DET
fcis-2484	25	14	earliest	early	ADJ
fcis-2484	25	15	open	open	ADJ
fcis-2484	25	16	chinese	chinese	ADJ
fcis-2484	25	17	corpus	corpus	NOUN
fcis-2484	25	18	(	(	PUNCT
fcis-2484	25	19	unsimplified	unsimplified	ADJ
fcis-2484	25	20	chinese)[5	chinese)[5	NOUN
fcis-2484	25	21	]	]	PUNCT
fcis-2484	25	22	.	.	PUNCT
fcis-2484	26	1	based	base	VERB
fcis-2484	26	2	on	on	ADP
fcis-2484	26	3	it	it	PRON
fcis-2484	26	4	,	,	PUNCT
fcis-2484	26	5	sun	sun	NOUN
fcis-2484	26	6	and	and	CCONJ
fcis-2484	26	7	he	he	PRON
fcis-2484	26	8	expanded	expand	VERB
fcis-2484	26	9	the	the	DET
fcis-2484	26	10	dataset	dataset	NOUN
fcis-2484	26	11	through	through	ADP
fcis-2484	26	12	a	a	DET
fcis-2484	26	13	semi	semi	ADJ
fcis-2484	26	14	-	-	ADJ
fcis-2484	26	15	automatic	automatic	ADJ
fcis-2484	26	16	method	method	NOUN
fcis-2484	26	17	:	:	PUNCT
fcis-2484	26	18	using	use	VERB
fcis-2484	26	19	existing	exist	VERB
fcis-2484	26	20	sarcasm	sarcasm	NOUN
fcis-2484	26	21	detection	detection	NOUN
fcis-2484	26	22	algorithms	algorithm	NOUN
fcis-2484	26	23	roughly	roughly	ADV
fcis-2484	26	24	screen	screen	VERB
fcis-2484	26	25	out	out	ADP
fcis-2484	26	26	"	"	PUNCT
fcis-2484	26	27	quasi	quasi	ADJ
fcis-2484	26	28	-	-	ADJ
fcis-2484	26	29	sarcastic	sarcastic	ADJ
fcis-2484	26	30	"	"	PUNCT
fcis-2484	26	31	texts	text	NOUN
fcis-2484	26	32	then	then	ADV
fcis-2484	26	33	selecting	select	VERB
fcis-2484	26	34	manually	manually	ADV
fcis-2484	26	35	to	to	PART
fcis-2484	26	36	ensure	ensure	VERB
fcis-2484	26	37	correctness[7	correctness[7	NOUN
fcis-2484	26	38	]	]	X
fcis-2484	26	39	.	.	PUNCT
fcis-2484	27	1	gong	gong	PROPN
fcis-2484	27	2	et	et	PROPN
fcis-2484	27	3	al	al	PROPN
fcis-2484	27	4	.	.	PROPN
fcis-2484	27	5	constructed	construct	VERB
fcis-2484	27	6	a	a	DET
fcis-2484	27	7	corpus	corpus	NOUN
fcis-2484	27	8	containing	contain	VERB
fcis-2484	27	9	2,486	2,486	NUM
fcis-2484	27	10	manually	manually	ADV
fcis-2484	27	11	selected	select	VERB
fcis-2484	27	12	and	and	CCONJ
fcis-2484	27	13	annotated	annotate	VERB
fcis-2484	27	14	sarcastic	sarcastic	ADJ
fcis-2484	27	15	texts	text	NOUN
fcis-2484	27	16	collected	collect	VERB
fcis-2484	27	17	from	from	ADP
fcis-2484	27	18	guanchazhe	guanchazhe	ADP
fcis-2484	27	19	which	which	PRON
fcis-2484	27	20	means	mean	VERB
fcis-2484	27	21	observers	observer	NOUN
fcis-2484	27	22	,	,	PUNCT
fcis-2484	27	23	a	a	DET
fcis-2484	27	24	chinese	chinese	ADJ
fcis-2484	27	25	integration	integration	NOUN
fcis-2484	27	26	website	website	NOUN
fcis-2484	27	27	of	of	ADP
fcis-2484	27	28	news	news	NOUN
fcis-2484	27	29	and	and	CCONJ
fcis-2484	27	30	commentary	commentary	NOUN
fcis-2484	27	31	.	.	PUNCT
fcis-2484	28	1	however	however	ADV
fcis-2484	28	2	,	,	PUNCT
fcis-2484	28	3	these	these	DET
fcis-2484	28	4	corpora	corpora	NOUN
fcis-2484	28	5	are	be	AUX
fcis-2484	28	6	non	non	ADJ
fcis-2484	28	7	-	-	ADJ
fcis-2484	28	8	open	open	ADJ
fcis-2484	28	9	sources[3	sources[3	NOUN
fcis-2484	28	10	]	]	PUNCT
fcis-2484	28	11	.	.	PUNCT
fcis-2484	29	1	lu	lu	PROPN
fcis-2484	29	2	et	et	PROPN
fcis-2484	29	3	al	al	PROPN
fcis-2484	29	4	.	.	PROPN
fcis-2484	29	5	constructed	construct	VERB
fcis-2484	29	6	a	a	DET
fcis-2484	29	7	balanced	balanced	ADJ
fcis-2484	29	8	corpus	corpus	NOUN
fcis-2484	29	9	containing	contain	VERB
fcis-2484	29	10	2,348	2,348	NUM
fcis-2484	29	11	manually	manually	ADV
fcis-2484	29	12	selected	select	VERB
fcis-2484	29	13	sarcastic	sarcastic	ADJ
fcis-2484	29	14	and	and	CCONJ
fcis-2484	29	15	non	non	ADJ
fcis-2484	29	16	-	-	ADJ
fcis-2484	29	17	sarcastic	sarcastic	ADJ
fcis-2484	29	18	texts	text	NOUN
fcis-2484	29	19	from	from	ADP
fcis-2484	29	20	sina	sina	PROPN
fcis-2484	29	21	weibo	weibo	PROPN
fcis-2484	29	22	respectively[8	respectively[8	PROPN
fcis-2484	29	23	]	]	PUNCT
fcis-2484	29	24	.	.	PUNCT
fcis-2484	30	1	partial	partial	ADJ
fcis-2484	30	2	data	datum	NOUN
fcis-2484	30	3	was	be	AUX
fcis-2484	30	4	mentioned	mention	VERB
fcis-2484	30	5	to	to	PART
fcis-2484	30	6	be	be	AUX
fcis-2484	30	7	opened	open	VERB
fcis-2484	30	8	,	,	PUNCT
fcis-2484	30	9	but	but	CCONJ
fcis-2484	30	10	the	the	DET
fcis-2484	30	11	link	link	NOUN
fcis-2484	30	12	has	have	AUX
fcis-2484	30	13	been	be	AUX
fcis-2484	30	14	no	no	ADV
fcis-2484	30	15	longer	long	ADV
fcis-2484	30	16	accessible	accessible	ADJ
fcis-2484	30	17	.	.	PUNCT
fcis-2484	31	1	li	li	PROPN
fcis-2484	31	2	and	and	CCONJ
fcis-2484	31	3	huang	huang	PROPN
fcis-2484	31	4	tried	try	VERB
fcis-2484	31	5	to	to	PART
fcis-2484	31	6	analyze	analyze	VERB
fcis-2484	31	7	cues	cue	NOUN
fcis-2484	31	8	of	of	ADP
fcis-2484	31	9	sarcasm	sarcasm	NOUN
fcis-2484	31	10	at	at	ADP
fcis-2484	31	11	grammatical	grammatical	ADJ
fcis-2484	31	12	and	and	CCONJ
fcis-2484	31	13	semantical	semantical	ADJ
fcis-2484	31	14	levels[4	levels[4	NOUN
fcis-2484	31	15	]	]	PUNCT
fcis-2484	31	16	.	.	PUNCT
fcis-2484	32	1	according	accord	VERB
fcis-2484	32	2	to	to	ADP
fcis-2484	32	3	their	their	PRON
fcis-2484	32	4	statistics	statistic	NOUN
fcis-2484	32	5	,	,	PUNCT
fcis-2484	32	6	the	the	DET
fcis-2484	32	7	average	average	ADJ
fcis-2484	32	8	proportion	proportion	NOUN
fcis-2484	32	9	of	of	ADP
fcis-2484	32	10	sarcastic	sarcastic	ADJ
fcis-2484	32	11	messages	message	NOUN
fcis-2484	32	12	existing	exist	VERB
fcis-2484	32	13	on	on	ADP
fcis-2484	32	14	sina	sina	PROPN
fcis-2484	32	15	weibo	weibo	PROPN
fcis-2484	32	16	is	be	AUX
fcis-2484	32	17	less	less	ADJ
fcis-2484	32	18	than	than	ADP
fcis-2484	32	19	1	1	NUM
fcis-2484	32	20	%	%	NOUN
fcis-2484	32	21	which	which	PRON
fcis-2484	32	22	makes	make	VERB
fcis-2484	32	23	it	it	PRON
fcis-2484	32	24	difficult	difficult	ADJ
fcis-2484	32	25	and	and	CCONJ
fcis-2484	32	26	inefficient	inefficient	ADJ
fcis-2484	32	27	to	to	PART
fcis-2484	32	28	collect	collect	VERB
fcis-2484	32	29	data	datum	NOUN
fcis-2484	32	30	if	if	SCONJ
fcis-2484	32	31	aimless	aimless	ADJ
fcis-2484	32	32	.	.	PUNCT
fcis-2484	33	1	they	they	PRON
fcis-2484	33	2	also	also	ADV
fcis-2484	33	3	summarized	summarize	VERB
fcis-2484	33	4	formalized	formalize	VERB
fcis-2484	33	5	features	feature	NOUN
fcis-2484	33	6	of	of	ADP
fcis-2484	33	7	sarcastic	sarcastic	ADJ
fcis-2484	33	8	expressions	expression	NOUN
fcis-2484	33	9	based	base	VERB
fcis-2484	33	10	on	on	ADP
fcis-2484	33	11	linguistic	linguistic	ADJ
fcis-2484	33	12	analysis	analysis	NOUN
fcis-2484	33	13	and	and	CCONJ
fcis-2484	33	14	designed	design	VERB
fcis-2484	33	15	an	an	DET
fcis-2484	33	16	irony	irony	NOUN
fcis-2484	33	17	identification	identification	NOUN
fcis-2484	33	18	procedure	procedure	NOUN
fcis-2484	33	19	(	(	PUNCT
fcis-2484	33	20	iip	iip	PROPN
fcis-2484	33	21	)	)	PUNCT
fcis-2484	33	22	to	to	PART
fcis-2484	33	23	help	help	VERB
fcis-2484	33	24	detection	detection	NOUN
fcis-2484	33	25	.	.	PUNCT
fcis-2484	34	1	3	3	X
fcis-2484	34	2	.	.	NUM
fcis-2484	34	3	proposed	propose	VERB
fcis-2484	34	4	corpus	corpus	NOUN
fcis-2484	34	5	construction	construction	NOUN
fcis-2484	34	6	methods	method	NOUN
fcis-2484	34	7	3.1	3.1	NUM
fcis-2484	34	8	.	.	PUNCT
fcis-2484	35	1	principles	principle	NOUN
fcis-2484	35	2	of	of	ADP
fcis-2484	35	3	collection	collection	NOUN
fcis-2484	35	4	li	li	PROPN
fcis-2484	35	5	and	and	CCONJ
fcis-2484	35	6	huang	huang	PROPN
fcis-2484	35	7	's	's	PART
fcis-2484	35	8	work	work	NOUN
fcis-2484	35	9	illustrated	illustrate	VERB
fcis-2484	35	10	the	the	DET
fcis-2484	35	11	features	feature	NOUN
fcis-2484	35	12	of	of	ADP
fcis-2484	35	13	sarcastic	sarcastic	ADJ
fcis-2484	35	14	expressions	expression	NOUN
fcis-2484	35	15	'	'	PART
fcis-2484	35	16	existence	existence	NOUN
fcis-2484	35	17	on	on	ADP
fcis-2484	35	18	the	the	DET
fcis-2484	35	19	internet	internet	NOUN
fcis-2484	35	20	:	:	PUNCT
fcis-2484	35	21	high	high	ADJ
fcis-2484	35	22	volume	volume	NOUN
fcis-2484	35	23	and	and	CCONJ
fcis-2484	35	24	low	low	ADJ
fcis-2484	35	25	proportion[4	proportion[4	NOUN
fcis-2484	35	26	]	]	PUNCT
fcis-2484	35	27	.	.	PUNCT
fcis-2484	36	1	therefore	therefore	ADV
fcis-2484	36	2	,	,	PUNCT
fcis-2484	36	3	aimless	aimless	ADJ
fcis-2484	36	4	collection	collection	NOUN
fcis-2484	36	5	can	can	AUX
fcis-2484	36	6	make	make	VERB
fcis-2484	36	7	the	the	DET
fcis-2484	36	8	corpus	corpus	NOUN
fcis-2484	36	9	construction	construction	NOUN
fcis-2484	36	10	procedure	procedure	NOUN
fcis-2484	36	11	time	time	NOUN
fcis-2484	36	12	-	-	PUNCT
fcis-2484	36	13	consuming	consume	VERB
fcis-2484	36	14	and	and	CCONJ
fcis-2484	36	15	labor	labor	NOUN
fcis-2484	36	16	8	8	NUM
fcis-2484	36	17	intensive	intensive	ADJ
fcis-2484	36	18	.	.	PUNCT
fcis-2484	37	1	however	however	ADV
fcis-2484	37	2	,	,	PUNCT
fcis-2484	37	3	to	to	PART
fcis-2484	37	4	ensure	ensure	VERB
fcis-2484	37	5	the	the	DET
fcis-2484	37	6	accuracy	accuracy	NOUN
fcis-2484	37	7	and	and	CCONJ
fcis-2484	37	8	correctness	correctness	NOUN
fcis-2484	37	9	of	of	ADP
fcis-2484	37	10	corpus	corpus	NOUN
fcis-2484	37	11	materials	material	NOUN
fcis-2484	37	12	and	and	CCONJ
fcis-2484	37	13	their	their	PRON
fcis-2484	37	14	labels	label	NOUN
fcis-2484	37	15	,	,	PUNCT
fcis-2484	37	16	corpus	corpus	NOUN
fcis-2484	37	17	construction	construction	NOUN
fcis-2484	37	18	should	should	AUX
fcis-2484	37	19	base	base	VERB
fcis-2484	37	20	on	on	ADP
fcis-2484	37	21	manual	manual	ADJ
fcis-2484	37	22	selection	selection	NOUN
fcis-2484	37	23	.	.	PUNCT
fcis-2484	38	1	to	to	PART
fcis-2484	38	2	improve	improve	VERB
fcis-2484	38	3	the	the	DET
fcis-2484	38	4	efficiency	efficiency	NOUN
fcis-2484	38	5	of	of	ADP
fcis-2484	38	6	data	datum	NOUN
fcis-2484	38	7	collection	collection	NOUN
fcis-2484	38	8	and	and	CCONJ
fcis-2484	38	9	corpus	corpus	NOUN
fcis-2484	38	10	construction	construction	NOUN
fcis-2484	38	11	,	,	PUNCT
fcis-2484	38	12	there	there	PRON
fcis-2484	38	13	are	be	VERB
fcis-2484	38	14	2	2	NUM
fcis-2484	38	15	principles	principle	NOUN
fcis-2484	38	16	to	to	PART
fcis-2484	38	17	be	be	AUX
fcis-2484	38	18	cleared	clear	VERB
fcis-2484	38	19	and	and	CCONJ
fcis-2484	38	20	followed	follow	VERB
fcis-2484	38	21	in	in	ADP
fcis-2484	38	22	this	this	DET
fcis-2484	38	23	paper	paper	NOUN
fcis-2484	38	24	.	.	PUNCT
fcis-2484	39	1	combine	combine	VERB
fcis-2484	39	2	with	with	ADP
fcis-2484	39	3	existing	exist	VERB
fcis-2484	39	4	high	high	ADJ
fcis-2484	39	5	-	-	PUNCT
fcis-2484	39	6	quality	quality	NOUN
fcis-2484	39	7	open	open	ADJ
fcis-2484	39	8	corpus	corpus	NOUN
fcis-2484	39	9	.	.	PUNCT
fcis-2484	40	1	because	because	SCONJ
fcis-2484	40	2	of	of	ADP
fcis-2484	40	3	the	the	DET
fcis-2484	40	4	low	low	ADJ
fcis-2484	40	5	proportion	proportion	NOUN
fcis-2484	40	6	,	,	PUNCT
fcis-2484	40	7	large	large	ADJ
fcis-2484	40	8	-	-	PUNCT
fcis-2484	40	9	scale	scale	NOUN
fcis-2484	40	10	sarcastic	sarcastic	ADJ
fcis-2484	40	11	texts	text	NOUN
fcis-2484	40	12	are	be	AUX
fcis-2484	40	13	difficult	difficult	ADJ
fcis-2484	40	14	to	to	PART
fcis-2484	40	15	collect	collect	VERB
fcis-2484	40	16	but	but	CCONJ
fcis-2484	40	17	important	important	ADJ
fcis-2484	40	18	for	for	ADP
fcis-2484	40	19	research	research	NOUN
fcis-2484	40	20	.	.	PUNCT
fcis-2484	41	1	to	to	PART
fcis-2484	41	2	enlarge	enlarge	VERB
fcis-2484	41	3	the	the	DET
fcis-2484	41	4	corpus	corpus	NOUN
fcis-2484	41	5	as	as	ADV
fcis-2484	41	6	much	much	ADV
fcis-2484	41	7	as	as	ADP
fcis-2484	41	8	possible	possible	ADJ
fcis-2484	41	9	without	without	ADP
fcis-2484	41	10	compromising	compromise	VERB
fcis-2484	41	11	quality	quality	NOUN
fcis-2484	41	12	,	,	PUNCT
fcis-2484	41	13	we	we	PRON
fcis-2484	41	14	processed	process	VERB
fcis-2484	41	15	irony	irony	NOUN
fcis-2484	41	16	corpus	corpus	NOUN
fcis-2484	41	17	data	datum	NOUN
fcis-2484	41	18	collected	collect	VERB
fcis-2484	41	19	by	by	ADP
fcis-2484	41	20	tang	tang	NOUN
fcis-2484	41	21	and	and	CCONJ
fcis-2484	41	22	chen[5	chen[5	NOUN
fcis-2484	41	23	]	]	PUNCT
fcis-2484	41	24	,	,	PUNCT
fcis-2484	41	25	and	and	CCONJ
fcis-2484	41	26	add	add	VERB
fcis-2484	41	27	it	it	PRON
fcis-2484	41	28	to	to	ADP
fcis-2484	41	29	the	the	DET
fcis-2484	41	30	corpus	corpus	NOUN
fcis-2484	41	31	we	we	PRON
fcis-2484	41	32	constructed	construct	VERB
fcis-2484	41	33	to	to	PART
fcis-2484	41	34	avoid	avoid	VERB
fcis-2484	41	35	the	the	DET
fcis-2484	41	36	reinvention	reinvention	NOUN
fcis-2484	41	37	of	of	ADP
fcis-2484	41	38	the	the	DET
fcis-2484	41	39	wheels	wheel	NOUN
fcis-2484	41	40	.	.	PUNCT
fcis-2484	42	1	select	select	ADJ
fcis-2484	42	2	materials	material	NOUN
fcis-2484	42	3	in	in	ADP
fcis-2484	42	4	“	"	PUNCT
fcis-2484	42	5	high	high	ADJ
fcis-2484	42	6	-	-	PUNCT
fcis-2484	42	7	density	density	NOUN
fcis-2484	42	8	”	"	PUNCT
fcis-2484	42	9	places	place	NOUN
fcis-2484	42	10	.	.	PUNCT
fcis-2484	43	1	another	another	DET
fcis-2484	43	2	way	way	NOUN
fcis-2484	43	3	to	to	PART
fcis-2484	43	4	improve	improve	VERB
fcis-2484	43	5	efficiency	efficiency	NOUN
fcis-2484	43	6	is	be	AUX
fcis-2484	43	7	to	to	PART
fcis-2484	43	8	select	select	VERB
fcis-2484	43	9	sarcastic	sarcastic	ADJ
fcis-2484	43	10	or	or	CCONJ
fcis-2484	43	11	non	non	ADJ
fcis-2484	43	12	-	-	ADJ
fcis-2484	43	13	sarcastic	sarcastic	ADJ
fcis-2484	43	14	materials	material	NOUN
fcis-2484	43	15	where	where	SCONJ
fcis-2484	43	16	they	they	PRON
fcis-2484	43	17	are	be	AUX
fcis-2484	43	18	more	more	ADV
fcis-2484	43	19	likely	likely	ADJ
fcis-2484	43	20	to	to	PART
fcis-2484	43	21	appear	appear	VERB
fcis-2484	43	22	and	and	CCONJ
fcis-2484	43	23	gather	gather	VERB
fcis-2484	43	24	together	together	ADV
fcis-2484	43	25	,	,	PUNCT
fcis-2484	43	26	which	which	PRON
fcis-2484	43	27	are	be	AUX
fcis-2484	43	28	so	so	ADV
fcis-2484	43	29	-	-	PUNCT
fcis-2484	43	30	called	call	VERB
fcis-2484	43	31	“	"	PUNCT
fcis-2484	43	32	high	high	ADJ
fcis-2484	43	33	-	-	PUNCT
fcis-2484	43	34	density	density	NOUN
fcis-2484	43	35	places	place	NOUN
fcis-2484	43	36	”	"	PUNCT
fcis-2484	43	37	,	,	PUNCT
fcis-2484	43	38	so	so	SCONJ
fcis-2484	43	39	that	that	DET
fcis-2484	43	40	time	time	NOUN
fcis-2484	43	41	of	of	ADP
fcis-2484	43	42	collection	collection	NOUN
fcis-2484	43	43	can	can	AUX
fcis-2484	43	44	be	be	AUX
fcis-2484	43	45	reduced	reduce	VERB
fcis-2484	43	46	and	and	CCONJ
fcis-2484	43	47	data	datum	NOUN
fcis-2484	43	48	labeling	labeling	NOUN
fcis-2484	43	49	can	can	AUX
fcis-2484	43	50	be	be	AUX
fcis-2484	43	51	saved	save	VERB
fcis-2484	43	52	.	.	PUNCT
fcis-2484	44	1	in	in	ADP
fcis-2484	44	2	li	li	PROPN
fcis-2484	44	3	and	and	CCONJ
fcis-2484	44	4	huang	huang	PROPN
fcis-2484	44	5	’s	’s	PART
fcis-2484	44	6	work	work	NOUN
fcis-2484	44	7	,	,	PUNCT
fcis-2484	44	8	they	they	PRON
fcis-2484	44	9	chose	choose	VERB
fcis-2484	44	10	materials	material	NOUN
fcis-2484	44	11	already	already	ADV
fcis-2484	44	12	known	know	VERB
fcis-2484	44	13	or	or	CCONJ
fcis-2484	44	14	marked	mark	VERB
fcis-2484	44	15	as	as	ADP
fcis-2484	44	16	ironic[4	ironic[4	NOUN
fcis-2484	44	17	]	]	X
fcis-2484	44	18	,	,	PUNCT
fcis-2484	44	19	which	which	PRON
fcis-2484	44	20	is	be	AUX
fcis-2484	44	21	similar	similar	ADJ
fcis-2484	44	22	to	to	AUX
fcis-2484	44	23	misra	misra	PROPN
fcis-2484	44	24	et	et	PROPN
fcis-2484	44	25	al	al	PROPN
fcis-2484	44	26	.	.	PROPN
fcis-2484	44	27	who	who	PRON
fcis-2484	44	28	collected	collect	VERB
fcis-2484	44	29	english	english	ADJ
fcis-2484	44	30	sarcastic	sarcastic	ADJ
fcis-2484	44	31	materials	material	NOUN
fcis-2484	44	32	from	from	ADP
fcis-2484	44	33	the	the	DET
fcis-2484	44	34	onion[6	onion[6	PROPN
fcis-2484	44	35	]	]	PUNCT
fcis-2484	44	36	.	.	PUNCT
fcis-2484	45	1	it	it	PRON
fcis-2484	45	2	is	be	AUX
fcis-2484	45	3	an	an	DET
fcis-2484	45	4	inspiring	inspiring	ADJ
fcis-2484	45	5	method	method	NOUN
fcis-2484	45	6	,	,	PUNCT
fcis-2484	45	7	and	and	CCONJ
fcis-2484	45	8	we	we	PRON
fcis-2484	45	9	referenced	reference	VERB
fcis-2484	45	10	their	their	PRON
fcis-2484	45	11	idea	idea	NOUN
fcis-2484	45	12	and	and	CCONJ
fcis-2484	45	13	took	take	VERB
fcis-2484	45	14	a	a	DET
fcis-2484	45	15	step	step	NOUN
fcis-2484	45	16	further	far	ADV
fcis-2484	45	17	to	to	PART
fcis-2484	45	18	apply	apply	VERB
fcis-2484	45	19	it	it	PRON
fcis-2484	45	20	not	not	PART
fcis-2484	45	21	only	only	ADV
fcis-2484	45	22	in	in	ADP
fcis-2484	45	23	the	the	DET
fcis-2484	45	24	sarcasm	sarcasm	NOUN
fcis-2484	45	25	area	area	NOUN
fcis-2484	45	26	but	but	CCONJ
fcis-2484	45	27	non	non	ADJ
fcis-2484	45	28	-	-	ADJ
fcis-2484	45	29	sarcasm	sarcasm	ADJ
fcis-2484	45	30	area	area	NOUN
fcis-2484	45	31	.	.	PUNCT
fcis-2484	46	1	3.2	3.2	NUM
fcis-2484	46	2	.	.	PUNCT
fcis-2484	47	1	sarcasm	sarcasm	NOUN
fcis-2484	47	2	corpus	corpus	NOUN
fcis-2484	47	3	collection	collection	NOUN
fcis-2484	47	4	the	the	DET
fcis-2484	47	5	sarcastic	sarcastic	ADJ
fcis-2484	47	6	corpus	corpus	NOUN
fcis-2484	47	7	has	have	VERB
fcis-2484	47	8	two	two	NUM
fcis-2484	47	9	sources	source	NOUN
fcis-2484	47	10	:	:	PUNCT
fcis-2484	47	11	the	the	DET
fcis-2484	47	12	corpus	corpus	NOUN
fcis-2484	47	13	constructed	construct	VERB
fcis-2484	47	14	by	by	ADP
fcis-2484	47	15	tang	tang	NOUN
fcis-2484	47	16	and	and	CCONJ
fcis-2484	47	17	chen[5	chen[5	NOUN
fcis-2484	47	18	]	]	PUNCT
fcis-2484	47	19	and	and	CCONJ
fcis-2484	47	20	sarcastic	sarcastic	ADJ
fcis-2484	47	21	messages	message	NOUN
fcis-2484	47	22	from	from	ADP
fcis-2484	47	23	sina	sina	PROPN
fcis-2484	47	24	weibo	weibo	PROPN
fcis-2484	47	25	.	.	PUNCT
fcis-2484	48	1	the	the	DET
fcis-2484	48	2	corpus	corpus	NOUN
fcis-2484	48	3	constructed	construct	VERB
fcis-2484	48	4	by	by	ADP
fcis-2484	48	5	tang	tang	PROPN
fcis-2484	48	6	and	and	CCONJ
fcis-2484	48	7	chen	chen	PROPN
fcis-2484	48	8	contains	contain	VERB
fcis-2484	48	9	1,005	1,005	NUM
fcis-2484	48	10	labeled	label	VERB
fcis-2484	48	11	ironic	ironic	ADJ
fcis-2484	48	12	texts	text	NOUN
fcis-2484	48	13	of	of	ADP
fcis-2484	48	14	unsimplified	unsimplified	ADJ
fcis-2484	48	15	chinese	chinese	PROPN
fcis-2484	48	16	collected	collect	VERB
fcis-2484	48	17	from	from	ADP
fcis-2484	48	18	the	the	DET
fcis-2484	48	19	plurk	plurk	NOUN
fcis-2484	48	20	website	website	NOUN
fcis-2484	48	21	which	which	PRON
fcis-2484	48	22	is	be	AUX
fcis-2484	48	23	a	a	DET
fcis-2484	48	24	social	social	ADJ
fcis-2484	48	25	networking	networking	NOUN
fcis-2484	48	26	site[5	site[5	PROPN
fcis-2484	48	27	]	]	PUNCT
fcis-2484	48	28	.	.	PUNCT
fcis-2484	49	1	in	in	ADP
fcis-2484	49	2	this	this	DET
fcis-2484	49	3	corpus	corpus	NOUN
fcis-2484	49	4	,	,	PUNCT
fcis-2484	49	5	tang	tang	PROPN
fcis-2484	49	6	and	and	CCONJ
fcis-2484	49	7	chen	chen	PROPN
fcis-2484	49	8	added	add	VERB
fcis-2484	49	9	corresponding	correspond	VERB
fcis-2484	49	10	sarcastic	sarcastic	ADJ
fcis-2484	49	11	tags	tag	NOUN
fcis-2484	49	12	for	for	ADP
fcis-2484	49	13	each	each	DET
fcis-2484	49	14	sentence	sentence	NOUN
fcis-2484	49	15	element	element	NOUN
fcis-2484	49	16	based	base	VERB
fcis-2484	49	17	on	on	ADP
fcis-2484	49	18	their	their	PRON
fcis-2484	49	19	linguistic	linguistic	ADJ
fcis-2484	49	20	summarization	summarization	NOUN
fcis-2484	49	21	.	.	PUNCT
fcis-2484	50	1	here	here	ADV
fcis-2484	50	2	are	be	AUX
fcis-2484	50	3	two	two	NUM
fcis-2484	50	4	examples	example	NOUN
fcis-2484	50	5	:	:	PUNCT
fcis-2484	50	6	<	<	X
fcis-2484	50	7	message><rhetoric	message><rhetoric	X
fcis-2484	50	8	>	>	X
fcis-2484	50	9	很	很	X
fcis-2484	50	10	<	<	X
fcis-2484	50	11	/rhetoric><ironic	/rhetoric><ironic	X
fcis-2484	50	12	sentiment="pos">好</ironic><context	sentiment="pos">好</ironic><context	PROPN
fcis-2484	50	13	sentiment="neg">又	sentiment="neg">又	NUM
fcis-2484	50	14	失眠了</context><rhetoric>!!</rhetoric	失眠了</context><rhetoric>!!</rhetoric	PROPN
fcis-2484	50	15	>	>	X
fcis-2484	50	16	:	:	PUNCT
fcis-2484	50	17	-(</message	-(</message	NUM
fcis-2484	50	18	>	>	X
fcis-2484	50	19	·	·	PUNCT
fcis-2484	50	20	awesome	awesome	ADJ
fcis-2484	50	21	!	!	PUNCT
fcis-2484	51	1	i	i	PRON
fcis-2484	51	2	’m	’m	AUX
fcis-2484	51	3	having	have	VERB
fcis-2484	51	4	insomnia	insomnia	NOUN
fcis-2484	51	5	again	again	ADV
fcis-2484	51	6	!	!	PUNCT
fcis-2484	51	7	!	!	PUNCT
fcis-2484	52	1	:-(	:-(	PUNCT
fcis-2484	53	1	<	<	X
fcis-2484	53	2	message><context	message><context	NOUN
fcis-2484	53	3	sentiment="neg">能夠天天出錯	sentiment="neg">能夠天天出錯	PROPN
fcis-2484	53	4	<	<	X
fcis-2484	53	5	/context	/context	PROPN
fcis-2484	53	6	>	>	X
fcis-2484	53	7	也是一件	也是一件	ADJ
fcis-2484	53	8	<	<	X
fcis-2484	53	9	ironic	ironic	ADJ
fcis-2484	53	10	sentiment="pos">了不起	sentiment="pos">了不起	ADJ
fcis-2484	53	11	<	<	X
fcis-2484	53	12	/ironic	/ironic	PROPN
fcis-2484	53	13	>	>	X
fcis-2484	53	14	的事	的事	NOUN
fcis-2484	53	15	<	<	X
fcis-2484	53	16	rhetoric>!!!</rhetoric	rhetoric>!!!</rhetoric	NOUN
fcis-2484	53	17	>	>	X
fcis-2484	53	18	(	(	PUNCT
fcis-2484	53	19	annoyed)</message	annoyed)</message	PROPN
fcis-2484	53	20	>	>	X
fcis-2484	53	21	to	to	PART
fcis-2484	53	22	be	be	AUX
fcis-2484	53	23	able	able	ADJ
fcis-2484	53	24	to	to	PART
fcis-2484	53	25	make	make	VERB
fcis-2484	53	26	mistakes	mistake	NOUN
fcis-2484	53	27	every	every	DET
fcis-2484	53	28	day	day	NOUN
fcis-2484	53	29	is	be	AUX
fcis-2484	53	30	also	also	ADV
fcis-2484	53	31	quite	quite	ADV
fcis-2484	53	32	impressive	impressive	ADJ
fcis-2484	53	33	!	!	PUNCT
fcis-2484	53	34	!	!	PUNCT
fcis-2484	53	35	!	!	PUNCT
fcis-2484	54	1	in	in	ADP
fcis-2484	54	2	the	the	DET
fcis-2484	54	3	corpus	corpus	NOUN
fcis-2484	54	4	constructed	construct	VERB
fcis-2484	54	5	by	by	ADP
fcis-2484	54	6	tang	tang	PROPN
fcis-2484	54	7	and	and	CCONJ
fcis-2484	54	8	chen	chen	PROPN
fcis-2484	54	9	,	,	PUNCT
fcis-2484	54	10	the	the	DET
fcis-2484	54	11	texts	text	NOUN
fcis-2484	54	12	are	be	AUX
fcis-2484	54	13	unsimplified	unsimplified	ADJ
fcis-2484	54	14	chinese	chinese	ADJ
fcis-2484	54	15	and	and	CCONJ
fcis-2484	54	16	these	these	DET
fcis-2484	54	17	sentence	sentence	NOUN
fcis-2484	54	18	element	element	NOUN
fcis-2484	54	19	labels	label	NOUN
fcis-2484	54	20	are	be	AUX
fcis-2484	54	21	not	not	PART
fcis-2484	54	22	necessary	necessary	ADJ
fcis-2484	54	23	for	for	ADP
fcis-2484	54	24	our	our	PRON
fcis-2484	54	25	study	study	NOUN
fcis-2484	54	26	,	,	PUNCT
fcis-2484	54	27	therefore	therefore	ADV
fcis-2484	54	28	,	,	PUNCT
fcis-2484	54	29	the	the	DET
fcis-2484	54	30	data	datum	NOUN
fcis-2484	54	31	needs	need	VERB
fcis-2484	54	32	to	to	PART
fcis-2484	54	33	be	be	AUX
fcis-2484	54	34	further	far	ADV
fcis-2484	54	35	processed	process	VERB
fcis-2484	54	36	to	to	PART
fcis-2484	54	37	suit	suit	VERB
fcis-2484	54	38	our	our	PRON
fcis-2484	54	39	needs	need	NOUN
fcis-2484	54	40	.	.	PUNCT
fcis-2484	55	1	furthermore	furthermore	ADV
fcis-2484	55	2	,	,	PUNCT
fcis-2484	55	3	in	in	ADP
fcis-2484	55	4	this	this	DET
fcis-2484	55	5	corpus	corpus	NOUN
fcis-2484	55	6	,	,	PUNCT
fcis-2484	55	7	plurk	plurk	NOUN
fcis-2484	55	8	microblogs	microblog	NOUN
fcis-2484	55	9	which	which	PRON
fcis-2484	55	10	are	be	AUX
fcis-2484	55	11	relatively	relatively	ADV
fcis-2484	55	12	shorter	short	ADJ
fcis-2484	55	13	.	.	PUNCT
fcis-2484	56	1	to	to	PART
fcis-2484	56	2	construct	construct	VERB
fcis-2484	56	3	a	a	DET
fcis-2484	56	4	balanced	balanced	ADJ
fcis-2484	56	5	corpus	corpus	NOUN
fcis-2484	56	6	,	,	PUNCT
fcis-2484	56	7	we	we	PRON
fcis-2484	56	8	introduced	introduce	VERB
fcis-2484	56	9	another	another	DET
fcis-2484	56	10	source	source	NOUN
fcis-2484	56	11	to	to	PART
fcis-2484	56	12	collect	collect	VERB
fcis-2484	56	13	longer	long	ADJ
fcis-2484	56	14	sarcastic	sarcastic	ADJ
fcis-2484	56	15	materials	material	NOUN
fcis-2484	56	16	.	.	PUNCT
fcis-2484	57	1	similar	similar	ADJ
fcis-2484	57	2	to	to	ADP
fcis-2484	57	3	the	the	DET
fcis-2484	57	4	onion	onion	NOUN
fcis-2484	57	5	in	in	ADP
fcis-2484	57	6	america	america	PROPN
fcis-2484	57	7	,	,	PUNCT
fcis-2484	57	8	on	on	ADP
fcis-2484	57	9	the	the	DET
fcis-2484	57	10	chinese	chinese	ADJ
fcis-2484	57	11	internet	internet	NOUN
fcis-2484	57	12	,	,	PUNCT
fcis-2484	57	13	there	there	PRON
fcis-2484	57	14	is	be	VERB
fcis-2484	57	15	a	a	DET
fcis-2484	57	16	user	user	NOUN
fcis-2484	57	17	account	account	NOUN
fcis-2484	57	18	on	on	ADP
fcis-2484	57	19	sina	sina	PROPN
fcis-2484	57	20	weibo	weibo	PROPN
fcis-2484	57	21	called	call	VERB
fcis-2484	57	22	"	"	PUNCT
fcis-2484	57	23	yangcong	yangcong	PROPN
fcis-2484	57	24	gushihui	gushihui	NOUN
fcis-2484	57	25	(	(	PUNCT
fcis-2484	57	26	onion	onion	NOUN
fcis-2484	57	27	the	the	DET
fcis-2484	57	28	storyteller	storyteller	NOUN
fcis-2484	57	29	)	)	PUNCT
fcis-2484	57	30	"	"	PUNCT
fcis-2484	57	31	,	,	PUNCT
fcis-2484	57	32	providing	provide	VERB
fcis-2484	57	33	sarcastic	sarcastic	ADJ
fcis-2484	57	34	news	news	NOUN
fcis-2484	57	35	and	and	CCONJ
fcis-2484	57	36	commentary	commentary	NOUN
fcis-2484	57	37	in	in	ADP
fcis-2484	57	38	simplified	simplified	ADJ
fcis-2484	57	39	chinese	chinese	ADJ
fcis-2484	57	40	and	and	CCONJ
fcis-2484	57	41	most	most	ADJ
fcis-2484	57	42	of	of	ADP
fcis-2484	57	43	them	they	PRON
fcis-2484	57	44	are	be	AUX
fcis-2484	57	45	relatively	relatively	ADV
fcis-2484	57	46	longer	long	ADJ
fcis-2484	57	47	texts	text	NOUN
fcis-2484	57	48	.	.	PUNCT
fcis-2484	58	1	not	not	PART
fcis-2484	58	2	all	all	PRON
fcis-2484	58	3	of	of	ADP
fcis-2484	58	4	the	the	DET
fcis-2484	58	5	materials	material	NOUN
fcis-2484	58	6	provided	provide	VERB
fcis-2484	58	7	by	by	ADP
fcis-2484	58	8	this	this	DET
fcis-2484	58	9	account	account	NOUN
fcis-2484	58	10	are	be	AUX
fcis-2484	58	11	suitable	suitable	ADJ
fcis-2484	58	12	and	and	CCONJ
fcis-2484	58	13	usable	usable	ADJ
fcis-2484	58	14	for	for	ADP
fcis-2484	58	15	sarcasm	sarcasm	NOUN
fcis-2484	58	16	corpus	corpus	NOUN
fcis-2484	58	17	construction	construction	NOUN
fcis-2484	58	18	,	,	PUNCT
fcis-2484	58	19	there	there	PRON
fcis-2484	58	20	are	be	VERB
fcis-2484	58	21	also	also	ADV
fcis-2484	58	22	advertisements	advertisement	NOUN
fcis-2484	58	23	and	and	CCONJ
fcis-2484	58	24	raffle	raffle	NOUN
fcis-2484	58	25	information	information	NOUN
fcis-2484	58	26	,	,	PUNCT
fcis-2484	58	27	but	but	CCONJ
fcis-2484	58	28	the	the	DET
fcis-2484	58	29	proportion	proportion	NOUN
fcis-2484	58	30	of	of	ADP
fcis-2484	58	31	sarcastic	sarcastic	ADJ
fcis-2484	58	32	text	text	NOUN
fcis-2484	58	33	content	content	NOUN
fcis-2484	58	34	is	be	AUX
fcis-2484	58	35	far	far	ADV
fcis-2484	58	36	higher	high	ADJ
fcis-2484	58	37	than	than	ADP
fcis-2484	58	38	the	the	DET
fcis-2484	58	39	platform	platform	NOUN
fcis-2484	58	40	-	-	PUNCT
fcis-2484	58	41	wide	wide	ADJ
fcis-2484	58	42	average	average	NOUN
fcis-2484	58	43	,	,	PUNCT
fcis-2484	58	44	which	which	PRON
fcis-2484	58	45	is	be	AUX
fcis-2484	58	46	particularly	particularly	ADV
fcis-2484	58	47	what	what	PRON
fcis-2484	58	48	we	we	PRON
fcis-2484	58	49	called	call	VERB
fcis-2484	58	50	"	"	PUNCT
fcis-2484	58	51	high	high	ADJ
fcis-2484	58	52	-	-	PUNCT
fcis-2484	58	53	density	density	NOUN
fcis-2484	58	54	"	"	PUNCT
fcis-2484	58	55	places	place	NOUN
fcis-2484	58	56	.	.	PUNCT
fcis-2484	59	1	to	to	PART
fcis-2484	59	2	construct	construct	VERB
fcis-2484	59	3	our	our	PRON
fcis-2484	59	4	corpus	corpus	NOUN
fcis-2484	59	5	,	,	PUNCT
fcis-2484	59	6	we	we	PRON
fcis-2484	59	7	manually	manually	ADV
fcis-2484	59	8	select	select	VERB
fcis-2484	59	9	500	500	NUM
fcis-2484	59	10	sarcastic	sarcastic	ADJ
fcis-2484	59	11	texts	text	NOUN
fcis-2484	59	12	provided	provide	VERB
fcis-2484	59	13	by	by	ADP
fcis-2484	59	14	onion	onion	NOUN
fcis-2484	59	15	the	the	DET
fcis-2484	59	16	storyteller	storyteller	NOUN
fcis-2484	59	17	.	.	PUNCT
fcis-2484	60	1	here	here	ADV
fcis-2484	60	2	is	be	AUX
fcis-2484	60	3	an	an	DET
fcis-2484	60	4	example	example	NOUN
fcis-2484	60	5	from	from	ADP
fcis-2484	60	6	onion	onion	NOUN
fcis-2484	60	7	the	the	DET
fcis-2484	60	8	storyteller	storyteller	NOUN
fcis-2484	60	9	:	:	PUNCT
fcis-2484	60	10	because	because	SCONJ
fcis-2484	60	11	there	there	PRON
fcis-2484	60	12	are	be	VERB
fcis-2484	60	13	always	always	ADV
fcis-2484	60	14	students	student	NOUN
fcis-2484	60	15	who	who	PRON
fcis-2484	60	16	do	do	AUX
fcis-2484	60	17	not	not	PART
fcis-2484	60	18	take	take	VERB
fcis-2484	60	19	their	their	PRON
fcis-2484	60	20	studies	study	NOUN
fcis-2484	60	21	seriously	seriously	ADV
fcis-2484	60	22	and	and	CCONJ
fcis-2484	60	23	dream	dream	NOUN
fcis-2484	60	24	of	of	ADP
fcis-2484	60	25	becoming	become	VERB
fcis-2484	60	26	a	a	DET
fcis-2484	60	27	star	star	NOUN
fcis-2484	60	28	one	one	NUM
fcis-2484	60	29	day	day	NOUN
fcis-2484	60	30	,	,	PUNCT
fcis-2484	60	31	the	the	DET
fcis-2484	60	32	star	star	NOUN
fcis-2484	60	33	dissuasion	dissuasion	NOUN
fcis-2484	60	34	business	business	NOUN
fcis-2484	60	35	came	come	VERB
fcis-2484	60	36	into	into	ADP
fcis-2484	60	37	being	being	NOUN
fcis-2484	60	38	.	.	PUNCT
fcis-2484	61	1	a	a	DET
fcis-2484	61	2	local	local	ADJ
fcis-2484	61	3	celebrity	celebrity	NOUN
fcis-2484	61	4	education	education	NOUN
fcis-2484	61	5	institution	institution	NOUN
fcis-2484	61	6	specializes	specialize	VERB
fcis-2484	61	7	in	in	ADP
fcis-2484	61	8	recruiting	recruit	VERB
fcis-2484	61	9	such	such	ADJ
fcis-2484	61	10	students	student	NOUN
fcis-2484	61	11	to	to	PART
fcis-2484	61	12	practice	practice	VERB
fcis-2484	61	13	singing	singing	NOUN
fcis-2484	61	14	,	,	PUNCT
fcis-2484	61	15	dancing	dancing	NOUN
fcis-2484	61	16	,	,	PUNCT
fcis-2484	61	17	and	and	CCONJ
fcis-2484	61	18	acting	act	VERB
fcis-2484	61	19	according	accord	VERB
fcis-2484	61	20	to	to	ADP
fcis-2484	61	21	the	the	DET
fcis-2484	61	22	standards	standard	NOUN
fcis-2484	61	23	of	of	ADP
fcis-2484	61	24	celebrities	celebrity	NOUN
fcis-2484	61	25	,	,	PUNCT
fcis-2484	61	26	and	and	CCONJ
fcis-2484	61	27	they	they	PRON
fcis-2484	61	28	generally	generally	ADV
fcis-2484	61	29	respond	respond	VERB
fcis-2484	61	30	that	that	SCONJ
fcis-2484	61	31	it	it	PRON
fcis-2484	61	32	is	be	AUX
fcis-2484	61	33	not	not	PART
fcis-2484	61	34	difficult	difficult	ADJ
fcis-2484	61	35	.	.	PUNCT
fcis-2484	62	1	the	the	DET
fcis-2484	62	2	institution	institution	NOUN
fcis-2484	62	3	will	will	AUX
fcis-2484	62	4	even	even	ADV
fcis-2484	62	5	regularly	regularly	ADV
fcis-2484	62	6	invite	invite	VERB
fcis-2484	62	7	firstline	firstline	ADJ
fcis-2484	62	8	stars	star	NOUN
fcis-2484	62	9	to	to	PART
fcis-2484	62	10	practice	practice	VERB
fcis-2484	62	11	with	with	ADP
fcis-2484	62	12	the	the	DET
fcis-2484	62	13	students	student	NOUN
fcis-2484	62	14	,	,	PUNCT
fcis-2484	62	15	trying	try	VERB
fcis-2484	62	16	to	to	PART
fcis-2484	62	17	make	make	VERB
fcis-2484	62	18	them	they	PRON
fcis-2484	62	19	feel	feel	VERB
fcis-2484	62	20	the	the	DET
fcis-2484	62	21	gap	gap	NOUN
fcis-2484	62	22	between	between	ADP
fcis-2484	62	23	professional	professional	ADJ
fcis-2484	62	24	and	and	CCONJ
fcis-2484	62	25	non	non	ADJ
fcis-2484	62	26	-	-	ADJ
fcis-2484	62	27	professional	professional	ADJ
fcis-2484	62	28	.	.	PUNCT
fcis-2484	63	1	the	the	DET
fcis-2484	63	2	results	result	NOUN
fcis-2484	63	3	of	of	ADP
fcis-2484	63	4	the	the	DET
fcis-2484	63	5	students	student	NOUN
fcis-2484	63	6	found	find	VERB
fcis-2484	63	7	that	that	SCONJ
fcis-2484	63	8	professional	professional	ADJ
fcis-2484	63	9	is	be	AUX
fcis-2484	63	10	indeed	indeed	ADV
fcis-2484	63	11	far	far	ADV
fcis-2484	63	12	worse	bad	ADJ
fcis-2484	63	13	than	than	ADP
fcis-2484	63	14	non	non	ADJ
fcis-2484	63	15	-	-	ADJ
fcis-2484	63	16	professional	professional	ADJ
fcis-2484	63	17	,	,	PUNCT
fcis-2484	63	18	so	so	SCONJ
fcis-2484	63	19	the	the	DET
fcis-2484	63	20	desire	desire	NOUN
fcis-2484	63	21	to	to	PART
fcis-2484	63	22	become	become	VERB
fcis-2484	63	23	a	a	DET
fcis-2484	63	24	star	star	NOUN
fcis-2484	63	25	is	be	AUX
fcis-2484	63	26	stronger	strong	ADJ
fcis-2484	63	27	,	,	PUNCT
fcis-2484	63	28	and	and	CCONJ
fcis-2484	63	29	the	the	DET
fcis-2484	63	30	business	business	NOUN
fcis-2484	63	31	ended	end	VERB
fcis-2484	63	32	in	in	ADP
fcis-2484	63	33	failure	failure	NOUN
fcis-2484	63	34	.	.	PUNCT
fcis-2484	64	1	compared	compare	VERB
fcis-2484	64	2	with	with	ADP
fcis-2484	64	3	the	the	DET
fcis-2484	64	4	corpus	corpus	NOUN
fcis-2484	64	5	constructed	construct	VERB
fcis-2484	64	6	by	by	ADP
fcis-2484	64	7	tang	tang	PROPN
fcis-2484	64	8	and	and	CCONJ
fcis-2484	64	9	chen	chen	PROPN
fcis-2484	64	10	,	,	PUNCT
fcis-2484	64	11	most	most	ADV
fcis-2484	64	12	sarcastic	sarcastic	ADJ
fcis-2484	64	13	materials	material	NOUN
fcis-2484	64	14	collected	collect	VERB
fcis-2484	64	15	from	from	ADP
fcis-2484	64	16	onion	onion	NOUN
fcis-2484	64	17	the	the	DET
fcis-2484	64	18	storyteller	storyteller	NOUN
fcis-2484	64	19	are	be	AUX
fcis-2484	64	20	relatively	relatively	ADV
fcis-2484	64	21	longer	long	ADV
fcis-2484	64	22	,	,	PUNCT
fcis-2484	64	23	containing	contain	VERB
fcis-2484	64	24	more	more	ADJ
fcis-2484	64	25	contextual	contextual	ADJ
fcis-2484	64	26	information	information	NOUN
fcis-2484	64	27	which	which	PRON
fcis-2484	64	28	will	will	AUX
fcis-2484	64	29	allow	allow	VERB
fcis-2484	64	30	for	for	ADP
fcis-2484	64	31	sarcasm	sarcasm	NOUN
fcis-2484	64	32	detection	detection	NOUN
fcis-2484	64	33	that	that	PRON
fcis-2484	64	34	is	be	AUX
fcis-2484	64	35	not	not	PART
fcis-2484	64	36	limited	limit	VERB
fcis-2484	64	37	to	to	ADP
fcis-2484	64	38	sentence	sentence	NOUN
fcis-2484	64	39	components	component	NOUN
fcis-2484	64	40	and	and	CCONJ
fcis-2484	64	41	corpus	corpus	PROPN
fcis-2484	64	42	balance	balance	NOUN
fcis-2484	64	43	.	.	PUNCT
fcis-2484	65	1	3.3	3.3	NUM
fcis-2484	65	2	.	.	PUNCT
fcis-2484	66	1	non	non	ADJ
fcis-2484	66	2	-	-	ADJ
fcis-2484	66	3	sarcasm	sarcasm	ADJ
fcis-2484	66	4	corpus	corpus	NOUN
fcis-2484	66	5	collection	collection	NOUN
fcis-2484	66	6	similar	similar	ADJ
fcis-2484	66	7	to	to	ADP
fcis-2484	66	8	the	the	DET
fcis-2484	66	9	methods	method	NOUN
fcis-2484	66	10	we	we	PRON
fcis-2484	66	11	collected	collect	VERB
fcis-2484	66	12	sarcasm	sarcasm	NOUN
fcis-2484	66	13	corpus	corpus	NOUN
fcis-2484	66	14	materials	material	NOUN
fcis-2484	66	15	,	,	PUNCT
fcis-2484	66	16	we	we	PRON
fcis-2484	66	17	selected	select	VERB
fcis-2484	66	18	"	"	PUNCT
fcis-2484	66	19	high	high	ADJ
fcis-2484	66	20	-	-	PUNCT
fcis-2484	66	21	density	density	NOUN
fcis-2484	66	22	places	place	NOUN
fcis-2484	66	23	"	"	PUNCT
fcis-2484	66	24	to	to	PART
fcis-2484	66	25	collect	collect	VERB
fcis-2484	66	26	nonsarcasm	nonsarcasm	ADJ
fcis-2484	66	27	corpus	corpu	NOUN
fcis-2484	66	28	,	,	PUNCT
fcis-2484	66	29	and	and	CCONJ
fcis-2484	66	30	the	the	DET
fcis-2484	66	31	balance	balance	NOUN
fcis-2484	66	32	of	of	ADP
fcis-2484	66	33	short	short	ADJ
fcis-2484	66	34	and	and	CCONJ
fcis-2484	66	35	long	long	ADJ
fcis-2484	66	36	texts	text	NOUN
fcis-2484	66	37	is	be	AUX
fcis-2484	66	38	also	also	ADV
fcis-2484	66	39	considered	consider	VERB
fcis-2484	66	40	.	.	PUNCT
fcis-2484	67	1	as	as	ADP
fcis-2484	67	2	for	for	ADP
fcis-2484	67	3	longer	long	ADJ
fcis-2484	67	4	non	non	ADJ
fcis-2484	67	5	-	-	ADJ
fcis-2484	67	6	sarcastic	sarcastic	ADJ
fcis-2484	67	7	materials	material	NOUN
fcis-2484	67	8	,	,	PUNCT
fcis-2484	67	9	formal	formal	ADJ
fcis-2484	67	10	official	official	ADJ
fcis-2484	67	11	news	news	NOUN
fcis-2484	67	12	can	can	AUX
fcis-2484	67	13	be	be	AUX
fcis-2484	67	14	practical	practical	ADJ
fcis-2484	67	15	.	.	PUNCT
fcis-2484	68	1	we	we	PRON
fcis-2484	68	2	crawled	crawl	VERB
fcis-2484	68	3	messages	message	NOUN
fcis-2484	68	4	from	from	ADP
fcis-2484	68	5	the	the	DET
fcis-2484	68	6	official	official	ADJ
fcis-2484	68	7	weibo	weibo	NOUN
fcis-2484	68	8	account	account	NOUN
fcis-2484	68	9	of	of	ADP
fcis-2484	68	10	renmin	renmin	PROPN
fcis-2484	68	11	daily	daily	PROPN
fcis-2484	68	12	and	and	CCONJ
fcis-2484	68	13	xinhua	xinhua	PROPN
fcis-2484	68	14	news	news	PROPN
fcis-2484	68	15	agency	agency	PROPN
fcis-2484	68	16	as	as	SCONJ
fcis-2484	68	17	the	the	DET
fcis-2484	68	18	original	original	ADJ
fcis-2484	68	19	dataset	dataset	NOUN
fcis-2484	68	20	to	to	PART
fcis-2484	68	21	be	be	AUX
fcis-2484	68	22	processed	process	VERB
fcis-2484	68	23	.	.	PUNCT
fcis-2484	69	1	renmin	renmin	PROPN
fcis-2484	69	2	daily	daily	PROPN
fcis-2484	69	3	is	be	AUX
fcis-2484	69	4	an	an	DET
fcis-2484	69	5	official	official	ADJ
fcis-2484	69	6	and	and	CCONJ
fcis-2484	69	7	authoritative	authoritative	ADJ
fcis-2484	69	8	newspaper	newspaper	NOUN
fcis-2484	69	9	in	in	ADP
fcis-2484	69	10	china	china	PROPN
fcis-2484	69	11	,	,	PUNCT
fcis-2484	69	12	and	and	CCONJ
fcis-2484	69	13	xinhua	xinhua	PROPN
fcis-2484	69	14	news	news	PROPN
fcis-2484	69	15	agency	agency	PROPN
fcis-2484	69	16	is	be	AUX
fcis-2484	69	17	china	china	PROPN
fcis-2484	69	18	’s	’s	PART
fcis-2484	69	19	state	state	NOUN
fcis-2484	69	20	and	and	CCONJ
fcis-2484	69	21	worldwide	worldwide	ADJ
fcis-2484	69	22	news	news	NOUN
fcis-2484	69	23	agency	agency	NOUN
fcis-2484	69	24	.	.	PUNCT
fcis-2484	70	1	their	their	PRON
fcis-2484	70	2	reports	report	NOUN
fcis-2484	70	3	and	and	CCONJ
fcis-2484	70	4	commentaries	commentary	NOUN
fcis-2484	70	5	are	be	AUX
fcis-2484	70	6	serious	serious	ADJ
fcis-2484	70	7	no	no	ADV
fcis-2484	70	8	matter	matter	ADV
fcis-2484	70	9	pro	pro	ADJ
fcis-2484	70	10	or	or	CCONJ
fcis-2484	70	11	con	con	NOUN
fcis-2484	70	12	standpoints	standpoint	NOUN
fcis-2484	70	13	,	,	PUNCT
fcis-2484	70	14	and	and	CCONJ
fcis-2484	70	15	hardly	hardly	ADV
fcis-2484	70	16	sarcastic	sarcastic	ADJ
fcis-2484	70	17	or	or	CCONJ
fcis-2484	70	18	ironic	ironic	ADJ
fcis-2484	70	19	,	,	PUNCT
fcis-2484	70	20	which	which	PRON
fcis-2484	70	21	are	be	AUX
fcis-2484	70	22	suitable	suitable	ADJ
fcis-2484	70	23	as	as	ADP
fcis-2484	70	24	non	non	ADJ
fcis-2484	70	25	-	-	ADJ
fcis-2484	70	26	sarcastic	sarcastic	ADJ
fcis-2484	70	27	materials	material	NOUN
fcis-2484	70	28	.	.	PUNCT
fcis-2484	71	1	here	here	ADV
fcis-2484	71	2	is	be	AUX
fcis-2484	71	3	an	an	DET
fcis-2484	71	4	example	example	NOUN
fcis-2484	71	5	from	from	ADP
fcis-2484	71	6	renmin	renmin	PROPN
fcis-2484	71	7	daily	daily	PROPN
fcis-2484	71	8	:	:	PUNCT
fcis-2484	71	9	hello	hello	PROPN
fcis-2484	71	10	,	,	PUNCT
fcis-2484	71	11	tomorrow	tomorrow	NOUN
fcis-2484	71	12	.	.	PUNCT
fcis-2484	72	1	the	the	DET
fcis-2484	72	2	survey	survey	NOUN
fcis-2484	72	3	shows	show	VERB
fcis-2484	72	4	that	that	SCONJ
fcis-2484	72	5	more	more	ADJ
fcis-2484	72	6	than	than	ADP
fcis-2484	72	7	80	80	NUM
fcis-2484	72	8	%	%	NOUN
fcis-2484	72	9	of	of	ADP
fcis-2484	72	10	young	young	ADJ
fcis-2484	72	11	people	people	NOUN
fcis-2484	72	12	believe	believe	VERB
fcis-2484	72	13	that	that	SCONJ
fcis-2484	72	14	they	they	PRON
fcis-2484	72	15	can	can	AUX
fcis-2484	72	16	be	be	AUX
fcis-2484	72	17	the	the	DET
fcis-2484	72	18	master	master	NOUN
fcis-2484	72	19	of	of	ADP
fcis-2484	72	20	their	their	PRON
fcis-2484	72	21	own	own	ADJ
fcis-2484	72	22	emotions	emotion	NOUN
fcis-2484	72	23	.	.	PUNCT
fcis-2484	73	1	on	on	ADP
fcis-2484	73	2	the	the	DET
fcis-2484	73	3	road	road	NOUN
fcis-2484	73	4	of	of	ADP
fcis-2484	73	5	life	life	NOUN
fcis-2484	73	6	,	,	PUNCT
fcis-2484	73	7	there	there	PRON
fcis-2484	73	8	are	be	VERB
fcis-2484	73	9	slow	slow	ADJ
fcis-2484	73	10	currents	current	NOUN
fcis-2484	73	11	and	and	CCONJ
fcis-2484	73	12	dangerous	dangerous	ADJ
fcis-2484	73	13	beaches	beach	NOUN
fcis-2484	73	14	,	,	PUNCT
fcis-2484	73	15	and	and	CCONJ
fcis-2484	73	16	there	there	PRON
fcis-2484	73	17	are	be	VERB
fcis-2484	73	18	suns	sun	NOUN
fcis-2484	73	19	and	and	CCONJ
fcis-2484	73	20	storms	storm	NOUN
fcis-2484	73	21	.	.	PUNCT
fcis-2484	74	1	to	to	ADP
fcis-2484	74	2	harness	harness	ADJ
fcis-2484	74	3	emotions	emotion	NOUN
fcis-2484	74	4	instead	instead	ADV
fcis-2484	74	5	of	of	ADP
fcis-2484	74	6	being	be	AUX
fcis-2484	74	7	harnessed	harness	VERB
fcis-2484	74	8	,	,	PUNCT
fcis-2484	74	9	and	and	CCONJ
fcis-2484	74	10	to	to	PART
fcis-2484	74	11	defeat	defeat	VERB
fcis-2484	74	12	difficulties	difficulty	NOUN
fcis-2484	74	13	instead	instead	ADV
fcis-2484	74	14	of	of	ADP
fcis-2484	74	15	being	be	AUX
fcis-2484	74	16	defeated	defeat	VERB
fcis-2484	74	17	,	,	PUNCT
fcis-2484	74	18	is	be	AUX
fcis-2484	74	19	the	the	DET
fcis-2484	74	20	only	only	ADJ
fcis-2484	74	21	way	way	NOUN
fcis-2484	74	22	to	to	PART
fcis-2484	74	23	have	have	VERB
fcis-2484	74	24	a	a	DET
fcis-2484	74	25	bright	bright	ADJ
fcis-2484	74	26	and	and	CCONJ
fcis-2484	74	27	cheerful	cheerful	ADJ
fcis-2484	74	28	life	life	NOUN
fcis-2484	74	29	.	.	PUNCT
fcis-2484	75	1	praise	praise	NOUN
fcis-2484	75	2	for	for	ADP
fcis-2484	75	3	the	the	DET
fcis-2484	75	4	robust	robust	ADJ
fcis-2484	75	5	self	self	NOUN
fcis-2484	75	6	-	-	PUNCT
fcis-2484	75	7	confidence	confidence	NOUN
fcis-2484	75	8	of	of	ADP
fcis-2484	75	9	young	young	ADJ
fcis-2484	75	10	people	people	NOUN
fcis-2484	75	11	,	,	PUNCT
fcis-2484	75	12	but	but	CCONJ
fcis-2484	75	13	also	also	ADV
fcis-2484	75	14	to	to	PART
fcis-2484	75	15	listen	listen	VERB
fcis-2484	75	16	to	to	ADP
fcis-2484	75	17	their	their	PRON
fcis-2484	75	18	voices	voice	NOUN
fcis-2484	75	19	,	,	PUNCT
fcis-2484	75	20	help	help	VERB
fcis-2484	75	21	them	they	PRON
fcis-2484	75	22	face	face	VERB
fcis-2484	75	23	setbacks	setback	NOUN
fcis-2484	75	24	,	,	PUNCT
fcis-2484	75	25	resolve	resolve	VERB
fcis-2484	75	26	their	their	PRON
fcis-2484	75	27	annoyance	annoyance	NOUN
fcis-2484	75	28	,	,	PUNCT
fcis-2484	75	29	and	and	CCONJ
fcis-2484	75	30	embrace	embrace	VERB
fcis-2484	75	31	a	a	DET
fcis-2484	75	32	better	well	ADJ
fcis-2484	75	33	life	life	NOUN
fcis-2484	75	34	.	.	PUNCT
fcis-2484	76	1	to	to	PART
fcis-2484	76	2	construct	construct	VERB
fcis-2484	76	3	a	a	DET
fcis-2484	76	4	balanced	balanced	ADJ
fcis-2484	76	5	corpus	corpus	NOUN
fcis-2484	76	6	,	,	PUNCT
fcis-2484	76	7	we	we	PRON
fcis-2484	76	8	need	need	VERB
fcis-2484	76	9	shorter	short	ADJ
fcis-2484	76	10	nonsarcastic	nonsarcastic	NOUN
fcis-2484	76	11	as	as	ADV
fcis-2484	76	12	well	well	ADV
fcis-2484	76	13	.	.	PUNCT
fcis-2484	77	1	however	however	ADV
fcis-2484	77	2	,	,	PUNCT
fcis-2484	77	3	if	if	SCONJ
fcis-2484	77	4	aimlessly	aimlessly	ADV
fcis-2484	77	5	crawl	crawl	VERB
fcis-2484	77	6	online	online	ADJ
fcis-2484	77	7	messages	message	NOUN
fcis-2484	77	8	,	,	PUNCT
fcis-2484	77	9	widely	widely	ADV
fcis-2484	77	10	existing	exist	VERB
fcis-2484	77	11	sarcastic	sarcastic	ADJ
fcis-2484	77	12	messages	message	NOUN
fcis-2484	77	13	are	be	AUX
fcis-2484	77	14	not	not	PART
fcis-2484	77	15	neglectable	neglectable	ADJ
fcis-2484	77	16	and	and	CCONJ
fcis-2484	77	17	can	can	AUX
fcis-2484	77	18	affect	affect	VERB
fcis-2484	77	19	data	datum	NOUN
fcis-2484	77	20	quality	quality	NOUN
fcis-2484	77	21	even	even	ADV
fcis-2484	77	22	though	though	SCONJ
fcis-2484	77	23	they	they	PRON
fcis-2484	77	24	account	account	VERB
fcis-2484	77	25	for	for	ADP
fcis-2484	77	26	a	a	DET
fcis-2484	77	27	small	small	ADJ
fcis-2484	77	28	percentage	percentage	NOUN
fcis-2484	77	29	.	.	PUNCT
fcis-2484	78	1	therefore	therefore	ADV
fcis-2484	78	2	,	,	PUNCT
fcis-2484	78	3	we	we	PRON
fcis-2484	78	4	turned	turn	VERB
fcis-2484	78	5	to	to	ADP
fcis-2484	78	6	the	the	DET
fcis-2484	78	7	comment	comment	NOUN
fcis-2484	78	8	section	section	NOUN
fcis-2484	78	9	of	of	ADP
fcis-2484	78	10	the	the	DET
fcis-2484	78	11	official	official	ADJ
fcis-2484	78	12	agencies	agency	NOUN
fcis-2484	78	13	’	'	PUNCT
fcis-2484	78	14	wechat	wechat	PRON
fcis-2484	78	15	public	public	ADJ
fcis-2484	78	16	account	account	NOUN
fcis-2484	78	17	,	,	PUNCT
fcis-2484	78	18	which	which	PRON
fcis-2484	78	19	are	be	AUX
fcis-2484	78	20	equipped	equip	VERB
fcis-2484	78	21	with	with	ADP
fcis-2484	78	22	two	two	NUM
fcis-2484	78	23	main	main	ADJ
fcis-2484	78	24	features	feature	NOUN
fcis-2484	78	25	:	:	PUNCT
fcis-2484	78	26	1	1	X
fcis-2484	78	27	)	)	PUNCT
fcis-2484	78	28	most	most	ADJ
fcis-2484	78	29	comments	comment	NOUN
fcis-2484	78	30	are	be	AUX
fcis-2484	78	31	short	short	ADJ
fcis-2484	78	32	;	;	PUNCT
fcis-2484	78	33	2	2	X
fcis-2484	78	34	)	)	PUNCT
fcis-2484	78	35	because	because	SCONJ
fcis-2484	78	36	of	of	ADP
fcis-2484	78	37	the	the	DET
fcis-2484	78	38	given	give	VERB
fcis-2484	78	39	function	function	NOUN
fcis-2484	78	40	of	of	ADP
fcis-2484	78	41	the	the	DET
fcis-2484	78	42	wechat	wechat	PROPN
fcis-2484	78	43	app	app	NOUN
fcis-2484	78	44	itself	itself	PRON
fcis-2484	78	45	,	,	PUNCT
fcis-2484	78	46	every	every	DET
fcis-2484	78	47	comment	comment	NOUN
fcis-2484	78	48	for	for	ADP
fcis-2484	78	49	an	an	DET
fcis-2484	78	50	article	article	NOUN
fcis-2484	78	51	of	of	ADP
fcis-2484	78	52	any	any	DET
fcis-2484	78	53	public	public	ADJ
fcis-2484	78	54	account	account	NOUN
fcis-2484	78	55	will	will	AUX
fcis-2484	78	56	be	be	AUX
fcis-2484	78	57	filtered	filter	VERB
fcis-2484	78	58	and	and	CCONJ
fcis-2484	78	59	vetted	vet	VERB
fcis-2484	78	60	by	by	ADP
fcis-2484	78	61	author	author	NOUN
fcis-2484	78	62	or	or	CCONJ
fcis-2484	78	63	admin	admin	NOUN
fcis-2484	78	64	before	before	ADP
fcis-2484	78	65	being	be	AUX
fcis-2484	78	66	displayed	display	VERB
fcis-2484	78	67	to	to	ADP
fcis-2484	78	68	the	the	DET
fcis-2484	78	69	public	public	NOUN
fcis-2484	78	70	.	.	PUNCT
fcis-2484	79	1	we	we	PRON
fcis-2484	79	2	selected	select	VERB
fcis-2484	79	3	two	two	NUM
fcis-2484	79	4	official	official	ADJ
fcis-2484	79	5	public	public	ADJ
fcis-2484	79	6	accounts	account	NOUN
fcis-2484	79	7	where	where	SCONJ
fcis-2484	79	8	the	the	DET
fcis-2484	79	9	comments	comment	NOUN
fcis-2484	79	10	have	have	AUX
fcis-2484	79	11	been	be	AUX
fcis-2484	79	12	stricter	strict	ADJ
fcis-2484	79	13	filtered	filter	VERB
fcis-2484	79	14	in	in	ADP
fcis-2484	79	15	the	the	DET
fcis-2484	79	16	past	past	NOUN
fcis-2484	79	17	:	:	PUNCT
fcis-2484	79	18	renmin	renmin	PROPN
fcis-2484	79	19	daily	daily	PROPN
fcis-2484	79	20	,	,	PUNCT
fcis-2484	79	21	central	central	ADJ
fcis-2484	79	22	committee	committee	NOUN
fcis-2484	79	23	of	of	ADP
fcis-2484	79	24	the	the	DET
fcis-2484	79	25	communist	communist	ADJ
fcis-2484	79	26	youth	youth	PROPN
fcis-2484	79	27	league	league	PROPN
fcis-2484	79	28	of	of	ADP
fcis-2484	79	29	china	china	PROPN
fcis-2484	79	30	(	(	PUNCT
fcis-2484	79	31	chinese	chinese	ADJ
fcis-2484	79	32	youth	youth	NOUN
fcis-2484	79	33	league	league	NOUN
fcis-2484	79	34	)	)	PUNCT
fcis-2484	79	35	.	.	PUNCT
fcis-2484	80	1	it	it	PRON
fcis-2484	80	2	is	be	AUX
fcis-2484	80	3	reasonable	reasonable	ADJ
fcis-2484	80	4	to	to	PART
fcis-2484	80	5	assume	assume	VERB
fcis-2484	80	6	that	that	SCONJ
fcis-2484	80	7	comments	comment	NOUN
fcis-2484	80	8	from	from	ADP
fcis-2484	80	9	the	the	DET
fcis-2484	80	10	sections	section	NOUN
fcis-2484	80	11	mentioned	mention	VERB
fcis-2484	80	12	above	above	ADV
fcis-2484	80	13	qualify	qualify	VERB
fcis-2484	80	14	as	as	ADP
fcis-2484	80	15	short	short	ADJ
fcis-2484	80	16	non	non	ADJ
fcis-2484	80	17	-	-	ADJ
fcis-2484	80	18	sarcastic	sarcastic	ADJ
fcis-2484	80	19	materials	material	NOUN
fcis-2484	80	20	as	as	SCONJ
fcis-2484	80	21	the	the	DET
fcis-2484	80	22	authors	author	NOUN
fcis-2484	80	23	had	have	AUX
fcis-2484	80	24	manually	manually	ADV
fcis-2484	80	25	screened	screen	VERB
fcis-2484	80	26	out	out	ADP
fcis-2484	80	27	inappropriate	inappropriate	ADJ
fcis-2484	80	28	comments	comment	NOUN
fcis-2484	80	29	for	for	ADP
fcis-2484	80	30	us	we	PRON
fcis-2484	80	31	in	in	ADP
fcis-2484	80	32	advance	advance	NOUN
fcis-2484	80	33	.	.	PUNCT
fcis-2484	81	1	here	here	ADV
fcis-2484	81	2	are	be	AUX
fcis-2484	81	3	several	several	ADJ
fcis-2484	81	4	examples	example	NOUN
fcis-2484	81	5	:	:	PUNCT
fcis-2484	81	6	healthy	healthy	ADJ
fcis-2484	81	7	diet	diet	NOUN
fcis-2484	81	8	and	and	CCONJ
fcis-2484	81	9	exercise	exercise	NOUN
fcis-2484	81	10	routine	routine	NOUN
fcis-2484	81	11	should	should	AUX
fcis-2484	81	12	not	not	PART
fcis-2484	81	13	be	be	AUX
fcis-2484	81	14	neglected	neglect	VERB
fcis-2484	81	15	!	!	PUNCT
fcis-2484	81	16	!	!	PUNCT
fcis-2484	81	17	!	!	PUNCT
fcis-2484	81	18	!	!	PUNCT
fcis-2484	82	1	∑(д	∑(д	X
fcis-2484	82	2	)	)	PUNCT
fcis-2484	83	1	the	the	DET
fcis-2484	83	2	internet	internet	NOUN
fcis-2484	83	3	is	be	AUX
fcis-2484	83	4	not	not	PART
fcis-2484	83	5	a	a	DET
fcis-2484	83	6	lawless	lawless	ADJ
fcis-2484	83	7	area	area	NOUN
fcis-2484	83	8	.	.	PUNCT
fcis-2484	84	1	disinformation	disinformation	NOUN
fcis-2484	84	2	must	must	AUX
fcis-2484	84	3	be	be	AUX
fcis-2484	84	4	punished	punish	VERB
fcis-2484	84	5	!	!	PUNCT
fcis-2484	85	1	9	9	NUM
fcis-2484	86	1	only	only	ADV
fcis-2484	86	2	when	when	SCONJ
fcis-2484	86	3	i	i	PRON
fcis-2484	86	4	went	go	VERB
fcis-2484	86	5	to	to	ADP
fcis-2484	86	6	college	college	NOUN
fcis-2484	86	7	did	do	AUX
fcis-2484	86	8	i	i	PRON
fcis-2484	86	9	realize	realize	VERB
fcis-2484	86	10	that	that	SCONJ
fcis-2484	86	11	what	what	PRON
fcis-2484	86	12	i	i	PRON
fcis-2484	86	13	missed	miss	VERB
fcis-2484	86	14	the	the	DET
fcis-2484	86	15	most	most	ADJ
fcis-2484	86	16	was	be	AUX
fcis-2484	86	17	high	high	ADJ
fcis-2484	86	18	school	school	NOUN
fcis-2484	86	19	,	,	PUNCT
fcis-2484	86	20	the	the	DET
fcis-2484	86	21	unforgettable	unforgettable	ADJ
fcis-2484	86	22	part	part	NOUN
fcis-2484	86	23	of	of	ADP
fcis-2484	86	24	my	my	PRON
fcis-2484	86	25	youth	youth	NOUN
fcis-2484	86	26	.	.	PUNCT
fcis-2484	87	1	remarkably	remarkably	ADV
fcis-2484	87	2	,	,	PUNCT
fcis-2484	87	3	given	give	VERB
fcis-2484	87	4	that	that	SCONJ
fcis-2484	87	5	there	there	PRON
fcis-2484	87	6	is	be	VERB
fcis-2484	87	7	still	still	ADV
fcis-2484	87	8	quite	quite	DET
fcis-2484	87	9	a	a	DET
fcis-2484	87	10	few	few	ADJ
fcis-2484	87	11	unhelpful	unhelpful	ADJ
fcis-2484	87	12	and	and	CCONJ
fcis-2484	87	13	invalid	invalid	ADJ
fcis-2484	87	14	information	information	NOUN
fcis-2484	87	15	existing	exist	VERB
fcis-2484	87	16	in	in	ADP
fcis-2484	87	17	comment	comment	NOUN
fcis-2484	87	18	sections	section	NOUN
fcis-2484	87	19	where	where	SCONJ
fcis-2484	87	20	we	we	PRON
fcis-2484	87	21	collected	collect	VERB
fcis-2484	87	22	data	datum	NOUN
fcis-2484	87	23	and	and	CCONJ
fcis-2484	87	24	mentioned	mention	VERB
fcis-2484	87	25	above	above	ADV
fcis-2484	87	26	like	like	ADP
fcis-2484	87	27	any	any	DET
fcis-2484	87	28	other	other	ADJ
fcis-2484	87	29	online	online	ADJ
fcis-2484	87	30	platforms	platform	NOUN
fcis-2484	87	31	,	,	PUNCT
fcis-2484	87	32	such	such	ADJ
fcis-2484	87	33	as	as	ADP
fcis-2484	87	34	too	too	ADV
fcis-2484	87	35	short	short	ADJ
fcis-2484	87	36	like	like	ADP
fcis-2484	87	37	"	"	PUNCT
fcis-2484	87	38	ok	ok	ADJ
fcis-2484	87	39	/	/	SYM
fcis-2484	87	40	good	good	ADJ
fcis-2484	87	41	”	"	PUNCT
fcis-2484	87	42	or	or	CCONJ
fcis-2484	87	43	meaningless	meaningless	ADJ
fcis-2484	87	44	like	like	ADP
fcis-2484	87	45	“	"	PUNCT
fcis-2484	87	46	uh	uh	INTJ
fcis-2484	87	47	……	……	NOUN
fcis-2484	87	48	.	.	PUNCT
fcis-2484	87	49	”	"	PUNCT
fcis-2484	87	50	.	.	PUNCT
fcis-2484	88	1	therefore	therefore	ADV
fcis-2484	88	2	,	,	PUNCT
fcis-2484	88	3	at	at	ADP
fcis-2484	88	4	this	this	DET
fcis-2484	88	5	stage	stage	NOUN
fcis-2484	88	6	,	,	PUNCT
fcis-2484	88	7	manual	manual	ADJ
fcis-2484	88	8	selection	selection	NOUN
fcis-2484	88	9	is	be	AUX
fcis-2484	88	10	still	still	ADV
fcis-2484	88	11	a	a	DET
fcis-2484	88	12	necessity	necessity	NOUN
fcis-2484	88	13	.	.	PUNCT
fcis-2484	89	1	3.4	3.4	NUM
fcis-2484	89	2	.	.	PUNCT
fcis-2484	89	3	data	datum	NOUN
fcis-2484	89	4	processing	processing	NOUN
fcis-2484	89	5	and	and	CCONJ
fcis-2484	89	6	corpus	corpus	NOUN
fcis-2484	89	7	construction	construction	NOUN
fcis-2484	89	8	according	accord	VERB
fcis-2484	89	9	to	to	ADP
fcis-2484	89	10	the	the	DET
fcis-2484	89	11	methods	method	NOUN
fcis-2484	89	12	mentioned	mention	VERB
fcis-2484	89	13	above	above	ADV
fcis-2484	89	14	,	,	PUNCT
fcis-2484	89	15	table	table	NOUN
fcis-2484	89	16	1	1	NUM
fcis-2484	89	17	is	be	AUX
fcis-2484	89	18	the	the	DET
fcis-2484	89	19	summary	summary	NOUN
fcis-2484	89	20	table	table	NOUN
fcis-2484	89	21	of	of	ADP
fcis-2484	89	22	corpus	corpus	PROPN
fcis-2484	89	23	data	datum	NOUN
fcis-2484	89	24	sources	source	NOUN
fcis-2484	89	25	,	,	PUNCT
fcis-2484	89	26	and	and	CCONJ
fcis-2484	89	27	table	table	NOUN
fcis-2484	89	28	2	2	NUM
fcis-2484	89	29	illustrates	illustrate	VERB
fcis-2484	89	30	the	the	DET
fcis-2484	89	31	scales	scale	NOUN
fcis-2484	89	32	and	and	CCONJ
fcis-2484	89	33	collecting	collect	VERB
fcis-2484	89	34	methods	method	NOUN
fcis-2484	89	35	of	of	ADP
fcis-2484	89	36	origin	origin	NOUN
fcis-2484	89	37	data	datum	NOUN
fcis-2484	89	38	.	.	PUNCT
fcis-2484	90	1	to	to	PART
fcis-2484	90	2	construct	construct	VERB
fcis-2484	90	3	a	a	DET
fcis-2484	90	4	properly	properly	ADV
fcis-2484	90	5	balanced	balance	VERB
fcis-2484	90	6	corpus	corpu	NOUN
fcis-2484	90	7	,	,	PUNCT
fcis-2484	90	8	we	we	PRON
fcis-2484	90	9	processed	process	VERB
fcis-2484	90	10	origin	origin	NOUN
fcis-2484	90	11	data	datum	NOUN
fcis-2484	90	12	as	as	SCONJ
fcis-2484	90	13	follows	follow	VERB
fcis-2484	90	14	:	:	PUNCT
fcis-2484	90	15	delete	delete	VERB
fcis-2484	90	16	the	the	DET
fcis-2484	90	17	sentence	sentence	NOUN
fcis-2484	90	18	element	element	NOUN
fcis-2484	90	19	labels	label	NOUN
fcis-2484	90	20	in	in	ADP
fcis-2484	90	21	the	the	DET
fcis-2484	90	22	corpus	corpus	NOUN
fcis-2484	90	23	constructed	construct	VERB
fcis-2484	90	24	by	by	ADP
fcis-2484	90	25	tang	tang	PROPN
fcis-2484	90	26	and	and	CCONJ
fcis-2484	90	27	chen	chen	PROPN
fcis-2484	90	28	,	,	PUNCT
fcis-2484	90	29	and	and	CCONJ
fcis-2484	90	30	transform	transform	VERB
fcis-2484	90	31	them	they	PRON
fcis-2484	90	32	into	into	ADP
fcis-2484	90	33	simplified	simplified	ADJ
fcis-2484	90	34	chinese	chinese	PROPN
fcis-2484	90	35	,	,	PUNCT
fcis-2484	90	36	in	in	ADP
fcis-2484	90	37	order	order	NOUN
fcis-2484	90	38	to	to	PART
fcis-2484	90	39	maintain	maintain	VERB
fcis-2484	90	40	uniformity	uniformity	NOUN
fcis-2484	90	41	of	of	ADP
fcis-2484	90	42	text	text	NOUN
fcis-2484	90	43	type	type	NOUN
fcis-2484	90	44	in	in	ADP
fcis-2484	90	45	the	the	DET
fcis-2484	90	46	whole	whole	ADJ
fcis-2484	90	47	corpus	corpus	NOUN
fcis-2484	90	48	.	.	PUNCT
fcis-2484	91	1	unify	unify	VERB
fcis-2484	91	2	the	the	DET
fcis-2484	91	3	format	format	NOUN
fcis-2484	91	4	of	of	ADP
fcis-2484	91	5	the	the	DET
fcis-2484	91	6	original	original	ADJ
fcis-2484	91	7	data	datum	NOUN
fcis-2484	91	8	.	.	PUNCT
fcis-2484	92	1	our	our	PRON
fcis-2484	92	2	data	datum	NOUN
fcis-2484	92	3	are	be	AUX
fcis-2484	92	4	multisourced	multisource	VERB
fcis-2484	92	5	,	,	PUNCT
fcis-2484	92	6	so	so	CCONJ
fcis-2484	92	7	in	in	ADP
fcis-2484	92	8	the	the	DET
fcis-2484	92	9	corpus	corpus	NOUN
fcis-2484	92	10	,	,	PUNCT
fcis-2484	92	11	the	the	DET
fcis-2484	92	12	data	data	NOUN
fcis-2484	92	13	format	format	NOUN
fcis-2484	92	14	needs	need	VERB
fcis-2484	92	15	to	to	PART
fcis-2484	92	16	be	be	AUX
fcis-2484	92	17	unified	unify	VERB
fcis-2484	92	18	.	.	PUNCT
fcis-2484	93	1	in	in	ADP
fcis-2484	93	2	our	our	PRON
fcis-2484	93	3	corpus	corpus	NOUN
fcis-2484	93	4	,	,	PUNCT
fcis-2484	93	5	each	each	DET
fcis-2484	93	6	piece	piece	NOUN
fcis-2484	93	7	of	of	ADP
fcis-2484	93	8	data	datum	NOUN
fcis-2484	93	9	has	have	VERB
fcis-2484	93	10	two	two	NUM
fcis-2484	93	11	attributes	attribute	NOUN
fcis-2484	93	12	:	:	PUNCT
fcis-2484	93	13	label	label	NOUN
fcis-2484	93	14	and	and	CCONJ
fcis-2484	93	15	text	text	NOUN
fcis-2484	93	16	.	.	PUNCT
fcis-2484	94	1	the	the	DET
fcis-2484	94	2	label	label	NOUN
fcis-2484	94	3	indicates	indicate	VERB
fcis-2484	94	4	sarcasm	sarcasm	NOUN
fcis-2484	94	5	(	(	PUNCT
fcis-2484	94	6	label	label	NOUN
fcis-2484	94	7	:	:	PUNCT
fcis-2484	94	8	1	1	NUM
fcis-2484	94	9	)	)	PUNCT
fcis-2484	94	10	or	or	CCONJ
fcis-2484	94	11	non	non	ADJ
fcis-2484	94	12	-	-	NOUN
fcis-2484	94	13	sarcasm	sarcasm	ADJ
fcis-2484	94	14	(	(	PUNCT
fcis-2484	94	15	label	label	NOUN
fcis-2484	94	16	:	:	PUNCT
fcis-2484	94	17	0	0	NUM
fcis-2484	94	18	)	)	PUNCT
fcis-2484	94	19	,	,	PUNCT
fcis-2484	94	20	text	text	NOUN
fcis-2484	94	21	records	record	VERB
fcis-2484	94	22	the	the	DET
fcis-2484	94	23	content	content	NOUN
fcis-2484	94	24	,	,	PUNCT
fcis-2484	94	25	as	as	ADP
fcis-2484	94	26	table	table	NOUN
fcis-2484	94	27	3	3	NUM
fcis-2484	94	28	.	.	PUNCT
fcis-2484	94	29	remove	remove	VERB
fcis-2484	94	30	irrelevant	irrelevant	ADJ
fcis-2484	94	31	text	text	NOUN
fcis-2484	94	32	features	feature	NOUN
fcis-2484	94	33	.	.	PUNCT
fcis-2484	95	1	materials	material	NOUN
fcis-2484	95	2	from	from	ADP
fcis-2484	95	3	the	the	DET
fcis-2484	95	4	different	different	ADJ
fcis-2484	95	5	online	online	ADJ
fcis-2484	95	6	platforms	platform	NOUN
fcis-2484	95	7	may	may	AUX
fcis-2484	95	8	have	have	VERB
fcis-2484	95	9	specific	specific	ADJ
fcis-2484	95	10	contentirrelevant	contentirrelevant	ADJ
fcis-2484	95	11	features	feature	NOUN
fcis-2484	95	12	.	.	PUNCT
fcis-2484	96	1	for	for	ADP
fcis-2484	96	2	example	example	NOUN
fcis-2484	96	3	,	,	PUNCT
fcis-2484	96	4	on	on	ADP
fcis-2484	96	5	sina	sina	PROPN
fcis-2484	96	6	weibo	weibo	PROPN
fcis-2484	96	7	,	,	PUNCT
fcis-2484	96	8	official	official	ADJ
fcis-2484	96	9	media	medium	NOUN
fcis-2484	96	10	accounts	account	NOUN
fcis-2484	96	11	tend	tend	VERB
fcis-2484	96	12	to	to	PART
fcis-2484	96	13	use	use	VERB
fcis-2484	96	14	"	"	PUNCT
fcis-2484	96	15	[	[	X
fcis-2484	96	16	]	]	X
fcis-2484	96	17	”	"	PUNCT
fcis-2484	96	18	or	or	CCONJ
fcis-2484	96	19	“	"	PUNCT
fcis-2484	96	20	#	#	SYM
fcis-2484	96	21	#	#	NOUN
fcis-2484	96	22	”	"	PUNCT
fcis-2484	96	23	to	to	PART
fcis-2484	96	24	mark	mark	VERB
fcis-2484	96	25	out	out	ADP
fcis-2484	96	26	headlines	headline	NOUN
fcis-2484	96	27	and	and	CCONJ
fcis-2484	96	28	topics	topic	NOUN
fcis-2484	96	29	which	which	PRON
fcis-2484	96	30	is	be	AUX
fcis-2484	96	31	very	very	ADV
fcis-2484	96	32	rare	rare	ADJ
fcis-2484	96	33	in	in	ADP
fcis-2484	96	34	onion	onion	NOUN
fcis-2484	96	35	the	the	DET
fcis-2484	96	36	storyteller	storyteller	NOUN
fcis-2484	96	37	.	.	PUNCT
fcis-2484	97	1	irrelevant	irrelevant	ADJ
fcis-2484	97	2	features	feature	NOUN
fcis-2484	97	3	can	can	AUX
fcis-2484	97	4	have	have	VERB
fcis-2484	97	5	negative	negative	ADJ
fcis-2484	97	6	effects	effect	NOUN
fcis-2484	97	7	on	on	ADP
fcis-2484	97	8	feature	feature	NOUN
fcis-2484	97	9	extraction	extraction	NOUN
fcis-2484	97	10	and	and	CCONJ
fcis-2484	97	11	interfere	interfere	VERB
fcis-2484	97	12	with	with	ADP
fcis-2484	97	13	text	text	NOUN
fcis-2484	97	14	classification	classification	NOUN
fcis-2484	97	15	tasks	task	NOUN
fcis-2484	97	16	.	.	PUNCT
fcis-2484	98	1	randomly	randomly	ADV
fcis-2484	98	2	select	select	ADJ
fcis-2484	98	3	to	to	PART
fcis-2484	98	4	construct	construct	VERB
fcis-2484	98	5	a	a	DET
fcis-2484	98	6	balanced	balanced	ADJ
fcis-2484	98	7	corpus	corpus	NOUN
fcis-2484	98	8	.	.	PUNCT
fcis-2484	99	1	we	we	PRON
fcis-2484	99	2	want	want	VERB
fcis-2484	99	3	in	in	ADP
fcis-2484	99	4	our	our	PRON
fcis-2484	99	5	final	final	ADJ
fcis-2484	99	6	corpus	corpus	NOUN
fcis-2484	99	7	,	,	PUNCT
fcis-2484	99	8	sarcasm	sarcasm	NOUN
fcis-2484	99	9	and	and	CCONJ
fcis-2484	99	10	non	non	NOUN
fcis-2484	99	11	-	-	NOUN
fcis-2484	99	12	sarcasm	sarcasm	NOUN
fcis-2484	99	13	,	,	PUNCT
fcis-2484	99	14	longer	long	ADJ
fcis-2484	99	15	and	and	CCONJ
fcis-2484	99	16	shorter	short	ADJ
fcis-2484	99	17	texts	text	NOUN
fcis-2484	99	18	are	be	AUX
fcis-2484	99	19	both	both	PRON
fcis-2484	99	20	in	in	ADP
fcis-2484	99	21	1:1	1:1	NUM
fcis-2484	99	22	ratio	ratio	NOUN
fcis-2484	99	23	,	,	PUNCT
fcis-2484	99	24	so	so	SCONJ
fcis-2484	99	25	in	in	ADP
fcis-2484	99	26	this	this	DET
fcis-2484	99	27	step	step	NOUN
fcis-2484	99	28	,	,	PUNCT
fcis-2484	99	29	we	we	PRON
fcis-2484	99	30	randomly	randomly	VERB
fcis-2484	99	31	select	select	ADJ
fcis-2484	99	32	texts	text	NOUN
fcis-2484	99	33	as	as	ADP
fcis-2484	99	34	table	table	NOUN
fcis-2484	99	35	4	4	NUM
fcis-2484	99	36	illustrates	illustrate	VERB
fcis-2484	99	37	.	.	PUNCT
fcis-2484	100	1	shuffle	shuffle	VERB
fcis-2484	100	2	and	and	CCONJ
fcis-2484	100	3	adjust	adjust	VERB
fcis-2484	100	4	.	.	PUNCT
fcis-2484	101	1	randomly	randomly	ADV
fcis-2484	101	2	disrupted	disrupt	VERB
fcis-2484	101	3	the	the	DET
fcis-2484	101	4	dataset	dataset	NOUN
fcis-2484	101	5	and	and	CCONJ
fcis-2484	101	6	make	make	VERB
fcis-2484	101	7	final	final	ADJ
fcis-2484	101	8	adjustments	adjustment	NOUN
fcis-2484	101	9	.	.	PUNCT
fcis-2484	102	1	table	table	NOUN
fcis-2484	102	2	1	1	NUM
fcis-2484	102	3	.	.	PUNCT
fcis-2484	103	1	summary	summary	NOUN
fcis-2484	103	2	of	of	ADP
fcis-2484	103	3	data	datum	NOUN
fcis-2484	103	4	sources	source	NOUN
fcis-2484	103	5	sarcasm	sarcasm	PROPN
fcis-2484	103	6	non	non	ADJ
fcis-2484	103	7	-	-	ADJ
fcis-2484	103	8	sarcasm	sarcasm	ADJ
fcis-2484	103	9	longer	long	ADJ
fcis-2484	103	10	onion	onion	NOUN
fcis-2484	103	11	the	the	DET
fcis-2484	103	12	storyteller	storyteller	NOUN
fcis-2484	103	13	(	(	PUNCT
fcis-2484	103	14	weibo	weibo	PROPN
fcis-2484	103	15	account	account	NOUN
fcis-2484	103	16	)	)	PUNCT
fcis-2484	103	17	①	①	PROPN
fcis-2484	103	18	renmin	renmin	PROPN
fcis-2484	103	19	daily	daily	PROPN
fcis-2484	103	20	(	(	PUNCT
fcis-2484	103	21	weibo	weibo	PROPN
fcis-2484	103	22	account	account	NOUN
fcis-2484	103	23	)	)	PUNCT
fcis-2484	103	24	②	②	NUM
fcis-2484	103	25	xinhua	xinhua	PROPN
fcis-2484	103	26	news	news	PROPN
fcis-2484	103	27	agency	agency	PROPN
fcis-2484	103	28	(	(	PUNCT
fcis-2484	103	29	weibo	weibo	PROPN
fcis-2484	103	30	account	account	NOUN
fcis-2484	103	31	)	)	PUNCT
fcis-2484	103	32	shorter	short	ADJ
fcis-2484	103	33	corpus	corpus	NOUN
fcis-2484	103	34	constructed	construct	VERB
fcis-2484	103	35	by	by	ADP
fcis-2484	103	36	tang	tang	NOUN
fcis-2484	103	37	and	and	CCONJ
fcis-2484	103	38	chen[5	chen[5	ADP
fcis-2484	103	39	]	]	X
fcis-2484	103	40	①	①	PROPN
fcis-2484	103	41	renmin	renmin	PROPN
fcis-2484	103	42	daily	daily	PROPN
fcis-2484	103	43	(	(	PUNCT
fcis-2484	103	44	wechat	wechat	NOUN
fcis-2484	103	45	comment	comment	NOUN
fcis-2484	103	46	section	section	NOUN
fcis-2484	103	47	)	)	PUNCT
fcis-2484	103	48	②	②	NUM
fcis-2484	103	49	chinese	chinese	ADJ
fcis-2484	103	50	youth	youth	NOUN
fcis-2484	103	51	league	league	PROPN
fcis-2484	103	52	(	(	PUNCT
fcis-2484	103	53	wechat	wechat	NOUN
fcis-2484	103	54	comment	comment	NOUN
fcis-2484	103	55	section	section	NOUN
fcis-2484	103	56	)	)	PUNCT
fcis-2484	103	57	table	table	NOUN
fcis-2484	104	1	2	2	NUM
fcis-2484	104	2	.	.	PUNCT
fcis-2484	105	1	summary	summary	NOUN
fcis-2484	105	2	of	of	ADP
fcis-2484	105	3	origin	origin	NOUN
fcis-2484	105	4	data	datum	NOUN
fcis-2484	105	5	information	information	NOUN
fcis-2484	105	6	data	data	PROPN
fcis-2484	105	7	source	source	NOUN
fcis-2484	105	8	scale	scale	NOUN
fcis-2484	105	9	(	(	PUNCT
fcis-2484	105	10	texts	text	NOUN
fcis-2484	105	11	account	account	NOUN
fcis-2484	105	12	)	)	PUNCT
fcis-2484	105	13	collect	collect	VERB
fcis-2484	105	14	onion	onion	NOUN
fcis-2484	105	15	the	the	DET
fcis-2484	105	16	storyteller	storyteller	NOUN
fcis-2484	105	17	500	500	NUM
fcis-2484	105	18	crawl	crawl	NOUN
fcis-2484	105	19	and	and	CCONJ
fcis-2484	105	20	manual	manual	ADJ
fcis-2484	105	21	renmin	renmin	PROPN
fcis-2484	105	22	daily	daily	PROPN
fcis-2484	105	23	(	(	PUNCT
fcis-2484	105	24	weibo	weibo	PROPN
fcis-2484	105	25	)	)	PUNCT
fcis-2484	105	26	930	930	NUM
fcis-2484	105	27	crawl	crawl	NOUN
fcis-2484	105	28	xinhua	xinhua	PROPN
fcis-2484	105	29	news	news	PROPN
fcis-2484	105	30	agency	agency	PROPN
fcis-2484	105	31	(	(	PUNCT
fcis-2484	105	32	weibo	weibo	PROPN
fcis-2484	105	33	)	)	PUNCT
fcis-2484	105	34	1001	1001	NUM
fcis-2484	105	35	crawl	crawl	NOUN
fcis-2484	105	36	corpus	corpus	NOUN
fcis-2484	105	37	constructed	construct	VERB
fcis-2484	105	38	by	by	ADP
fcis-2484	105	39	tang	tang	NOUN
fcis-2484	105	40	and	and	CCONJ
fcis-2484	105	41	chen[5	chen[5	NOUN
fcis-2484	105	42	]	]	X
fcis-2484	105	43	1005	1005	NUM
fcis-2484	105	44	-	-	PUNCT
fcis-2484	105	45	renmin	renmin	PROPN
fcis-2484	105	46	daily	daily	PROPN
fcis-2484	105	47	(	(	PUNCT
fcis-2484	105	48	wechat	wechat	NOUN
fcis-2484	105	49	)	)	PUNCT
fcis-2484	105	50	250	250	NUM
fcis-2484	105	51	manual	manual	ADJ
fcis-2484	105	52	chinese	chinese	ADJ
fcis-2484	105	53	youth	youth	NOUN
fcis-2484	105	54	league	league	PROPN
fcis-2484	105	55	(	(	PUNCT
fcis-2484	105	56	wechat	wechat	NOUN
fcis-2484	105	57	)	)	PUNCT
fcis-2484	105	58	250	250	NUM
fcis-2484	105	59	manual	manual	ADJ
fcis-2484	105	60	table	table	NOUN
fcis-2484	105	61	3	3	NUM
fcis-2484	105	62	.	.	PUNCT
fcis-2484	105	63	example	example	NOUN
fcis-2484	105	64	of	of	ADP
fcis-2484	105	65	data	datum	NOUN
fcis-2484	105	66	format	format	NOUN
fcis-2484	105	67	label	label	NOUN
fcis-2484	105	68	text	text	NOUN
fcis-2484	105	69	0	0	NUM
fcis-2484	106	1	(	(	PUNCT
fcis-2484	106	2	in	in	ADP
fcis-2484	106	3	translation	translation	NOUN
fcis-2484	106	4	)	)	PUNCT
fcis-2484	106	5	embarrassing	embarrass	VERB
fcis-2484	106	6	is	be	AUX
fcis-2484	106	7	as	as	SCONJ
fcis-2484	106	8	one	one	PRON
fcis-2484	106	9	feels	feel	VERB
fcis-2484	106	10	embarrassed	embarrassed	ADJ
fcis-2484	106	11	!	!	PUNCT
fcis-2484	106	12	0	0	PUNCT
fcis-2484	107	1	(	(	PUNCT
fcis-2484	107	2	in	in	ADP
fcis-2484	107	3	translation	translation	NOUN
fcis-2484	107	4	)	)	PUNCT
fcis-2484	108	1	i	i	PRON
fcis-2484	108	2	remember	remember	VERB
fcis-2484	108	3	an	an	DET
fcis-2484	108	4	aunt	aunt	NOUN
fcis-2484	108	5	stole	stole	NOUN
fcis-2484	108	6	and	and	CCONJ
fcis-2484	108	7	sold	sell	VERB
fcis-2484	108	8	a	a	DET
fcis-2484	108	9	sack	sack	NOUN
fcis-2484	108	10	of	of	ADP
fcis-2484	108	11	textbooks	textbook	NOUN
fcis-2484	108	12	that	that	PRON
fcis-2484	108	13	we	we	PRON
fcis-2484	108	14	had	have	AUX
fcis-2484	108	15	packed	pack	VERB
fcis-2484	108	16	before	before	ADP
fcis-2484	108	17	the	the	DET
fcis-2484	108	18	college	college	NOUN
fcis-2484	108	19	entrance	entrance	NOUN
fcis-2484	108	20	examination	examination	NOUN
fcis-2484	108	21	.	.	PUNCT
fcis-2484	109	1	…	…	PUNCT
fcis-2484	109	2	…	…	PUNCT
fcis-2484	109	3	…	…	PUNCT
fcis-2484	109	4	table	table	NOUN
fcis-2484	109	5	4	4	NUM
fcis-2484	109	6	.	.	PUNCT
fcis-2484	109	7	random	random	ADJ
fcis-2484	109	8	selection	selection	NOUN
fcis-2484	109	9	data	datum	NOUN
fcis-2484	109	10	source	source	NOUN
fcis-2484	109	11	origin	origin	NOUN
fcis-2484	109	12	scale	scale	NOUN
fcis-2484	109	13	random	random	ADJ
fcis-2484	109	14	selection	selection	NOUN
fcis-2484	109	15	onion	onion	NOUN
fcis-2484	109	16	the	the	DET
fcis-2484	109	17	storyteller	storyteller	NOUN
fcis-2484	109	18	500	500	NUM
fcis-2484	109	19	all	all	PRON
fcis-2484	109	20	renmin	renmin	PROPN
fcis-2484	109	21	daily	daily	ADJ
fcis-2484	109	22	(	(	PUNCT
fcis-2484	109	23	weibo	weibo	PROPN
fcis-2484	109	24	)	)	PUNCT
fcis-2484	109	25	930	930	NUM
fcis-2484	109	26	250	250	NUM
fcis-2484	109	27	xinhua	xinhua	PROPN
fcis-2484	109	28	news	news	PROPN
fcis-2484	109	29	agency	agency	PROPN
fcis-2484	109	30	(	(	PUNCT
fcis-2484	109	31	weibo	weibo	PROPN
fcis-2484	109	32	)	)	PUNCT
fcis-2484	109	33	1001	1001	NUM
fcis-2484	109	34	250	250	NUM
fcis-2484	109	35	corpus	corpu	NOUN
fcis-2484	109	36	constructed	construct	VERB
fcis-2484	109	37	by	by	ADP
fcis-2484	109	38	tang	tang	PROPN
fcis-2484	109	39	and	and	CCONJ
fcis-2484	109	40	chen	chen	PROPN
fcis-2484	109	41	1005	1005	NUM
fcis-2484	109	42	500	500	NUM
fcis-2484	109	43	renmin	renmin	PROPN
fcis-2484	109	44	daily	daily	PROPN
fcis-2484	109	45	(	(	PUNCT
fcis-2484	109	46	wechat	wechat	NOUN
fcis-2484	109	47	)	)	PUNCT
fcis-2484	109	48	250	250	NUM
fcis-2484	109	49	all	all	DET
fcis-2484	109	50	chinese	chinese	ADJ
fcis-2484	109	51	youth	youth	NOUN
fcis-2484	109	52	league	league	PROPN
fcis-2484	109	53	(	(	PUNCT
fcis-2484	109	54	wechat	wechat	NOUN
fcis-2484	109	55	)	)	PUNCT
fcis-2484	109	56	250	250	NUM
fcis-2484	109	57	all	all	DET
fcis-2484	109	58	4	4	NUM
fcis-2484	109	59	.	.	PUNCT
fcis-2484	109	60	conclusion	conclusion	NOUN
fcis-2484	109	61	we	we	PRON
fcis-2484	109	62	constructed	construct	VERB
fcis-2484	109	63	a	a	DET
fcis-2484	109	64	balanced	balanced	ADJ
fcis-2484	109	65	chinese	chinese	ADJ
fcis-2484	109	66	internet	internet	NOUN
fcis-2484	109	67	sarcasm	sarcasm	NOUN
fcis-2484	109	68	corpus	corpus	NOUN
fcis-2484	109	69	with	with	ADP
fcis-2484	109	70	2,000	2,000	NUM
fcis-2484	109	71	multi	multi	ADJ
fcis-2484	109	72	-	-	ADJ
fcis-2484	109	73	sourced	source	VERB
fcis-2484	109	74	labeled	label	VERB
fcis-2484	109	75	text	text	NOUN
fcis-2484	109	76	.	.	PUNCT
fcis-2484	110	1	our	our	PRON
fcis-2484	110	2	corpus	corpus	NOUN
fcis-2484	110	3	balanced	balance	VERB
fcis-2484	110	4	sarcasm	sarcasm	NOUN
fcis-2484	110	5	and	and	CCONJ
fcis-2484	110	6	non	non	NOUN
fcis-2484	110	7	-	-	NOUN
fcis-2484	110	8	sarcasm	sarcasm	NOUN
fcis-2484	110	9	,	,	PUNCT
fcis-2484	110	10	longer	long	ADJ
fcis-2484	110	11	and	and	CCONJ
fcis-2484	110	12	shorter	short	ADJ
fcis-2484	110	13	materials	material	NOUN
fcis-2484	110	14	,	,	PUNCT
fcis-2484	110	15	both	both	CCONJ
fcis-2484	110	16	in	in	ADP
fcis-2484	110	17	1:1	1:1	NUM
fcis-2484	110	18	ratio	ratio	NOUN
fcis-2484	110	19	,	,	PUNCT
fcis-2484	110	20	and	and	CCONJ
fcis-2484	110	21	we	we	PRON
fcis-2484	110	22	opened	open	VERB
fcis-2484	110	23	the	the	DET
fcis-2484	110	24	source	source	NOUN
fcis-2484	110	25	on	on	ADP
fcis-2484	110	26	github	github	NOUN
fcis-2484	110	27	to	to	PART
fcis-2484	110	28	make	make	VERB
fcis-2484	110	29	it	it	PRON
fcis-2484	110	30	available	available	ADJ
fcis-2484	110	31	to	to	ADP
fcis-2484	110	32	anyone	anyone	PRON
fcis-2484	110	33	.	.	PUNCT
fcis-2484	111	1	the	the	DET
fcis-2484	111	2	open	open	ADJ
fcis-2484	111	3	source	source	NOUN
fcis-2484	111	4	repository	repository	NOUN
fcis-2484	111	5	is	be	AUX
fcis-2484	111	6	https://github.com/yizhang-zhu/open-chineseinternet-sarcasm-corpus	https://github.com/yizhang-zhu/open-chineseinternet-sarcasm-corpus	PRON
fcis-2484	111	7	.	.	PUNCT
fcis-2484	112	1	hopefully	hopefully	ADV
fcis-2484	112	2	,	,	PUNCT
fcis-2484	112	3	our	our	PRON
fcis-2484	112	4	corpus	corpus	NOUN
fcis-2484	112	5	can	can	AUX
fcis-2484	112	6	help	help	VERB
fcis-2484	112	7	and	and	CCONJ
fcis-2484	112	8	facilitate	facilitate	VERB
fcis-2484	112	9	chinese	chinese	ADJ
fcis-2484	112	10	sarcasm	sarcasm	NOUN
fcis-2484	112	11	detection	detection	NOUN
fcis-2484	112	12	in	in	ADP
fcis-2484	112	13	further	further	ADJ
fcis-2484	112	14	study	study	NOUN
fcis-2484	112	15	.	.	PUNCT
fcis-2484	113	1	references	reference	NOUN
fcis-2484	113	2	[	[	X
fcis-2484	113	3	1	1	NUM
fcis-2484	113	4	]	]	X
fcis-2484	113	5	cai	cai	X
fcis-2484	113	6	,	,	PUNCT
fcis-2484	113	7	y.	y.	PROPN
fcis-2484	113	8	,	,	PUNCT
fcis-2484	113	9	cai	cai	PROPN
fcis-2484	113	10	,	,	PUNCT
fcis-2484	113	11	h.	h.	PROPN
fcis-2484	113	12	,	,	PUNCT
fcis-2484	113	13	&	&	CCONJ
fcis-2484	113	14	wan	wan	PROPN
fcis-2484	113	15	,	,	PUNCT
fcis-2484	113	16	x.	x.	NOUN
fcis-2484	113	17	(	(	PUNCT
fcis-2484	113	18	2019	2019	NUM
fcis-2484	113	19	,	,	PUNCT
fcis-2484	113	20	july	july	PROPN
fcis-2484	113	21	)	)	PUNCT
fcis-2484	113	22	.	.	PUNCT
fcis-2484	114	1	multi	multi	ADJ
fcis-2484	114	2	-	-	ADJ
fcis-2484	114	3	modal	modal	ADJ
fcis-2484	114	4	sarcasm	sarcasm	NOUN
fcis-2484	114	5	detection	detection	NOUN
fcis-2484	114	6	in	in	ADP
fcis-2484	114	7	twitter	twitter	NOUN
fcis-2484	114	8	with	with	ADP
fcis-2484	114	9	hierarchical	hierarchical	ADJ
fcis-2484	114	10	fusion	fusion	NOUN
fcis-2484	114	11	model	model	NOUN
fcis-2484	114	12	.	.	PUNCT
fcis-2484	115	1	in	in	ADP
fcis-2484	115	2	proceedings	proceeding	NOUN
fcis-2484	115	3	of	of	ADP
fcis-2484	115	4	the	the	DET
fcis-2484	115	5	57th	57th	ADJ
fcis-2484	115	6	annual	annual	ADJ
fcis-2484	115	7	meeting	meeting	NOUN
fcis-2484	115	8	of	of	ADP
fcis-2484	115	9	the	the	DET
fcis-2484	115	10	association	association	NOUN
fcis-2484	115	11	for	for	ADP
fcis-2484	115	12	computational	computational	ADJ
fcis-2484	115	13	linguistics	linguistic	NOUN
fcis-2484	115	14	(	(	PUNCT
fcis-2484	115	15	pp	pp	ADJ
fcis-2484	115	16	.	.	PUNCT
fcis-2484	116	1	2506	2506	NUM
fcis-2484	116	2	-	-	SYM
fcis-2484	116	3	2515	2515	NUM
fcis-2484	116	4	)	)	PUNCT
fcis-2484	116	5	.	.	PUNCT
fcis-2484	117	1	[	[	X
fcis-2484	117	2	2	2	NUM
fcis-2484	117	3	]	]	X
fcis-2484	117	4	khodak	khodak	ADV
fcis-2484	117	5	,	,	PUNCT
fcis-2484	117	6	m.	m.	NOUN
fcis-2484	117	7	,	,	PUNCT
fcis-2484	117	8	saunshi	saunshi	PROPN
fcis-2484	117	9	,	,	PUNCT
fcis-2484	117	10	n.	n.	NOUN
fcis-2484	117	11	,	,	PUNCT
fcis-2484	117	12	&	&	CCONJ
fcis-2484	117	13	vodrahalli	vodrahalli	PROPN
fcis-2484	117	14	,	,	PUNCT
fcis-2484	117	15	k.	k.	PROPN
fcis-2484	117	16	(	(	PUNCT
fcis-2484	117	17	2017	2017	NUM
fcis-2484	117	18	)	)	PUNCT
fcis-2484	117	19	.	.	PUNCT
fcis-2484	118	1	a	a	DET
fcis-2484	118	2	large	large	ADJ
fcis-2484	118	3	selfannotated	selfannotated	ADJ
fcis-2484	118	4	corpus	corpus	NOUN
fcis-2484	118	5	for	for	ADP
fcis-2484	118	6	sarcasm	sarcasm	NOUN
fcis-2484	118	7	.	.	PUNCT
fcis-2484	119	1	arxiv	arxiv	PROPN
fcis-2484	119	2	preprint	preprint	VERB
fcis-2484	119	3	arxiv:1704.05579	arxiv:1704.05579	PROPN
fcis-2484	119	4	.	.	PUNCT
fcis-2484	120	1	[	[	X
fcis-2484	120	2	3	3	NUM
fcis-2484	120	3	]	]	X
fcis-2484	120	4	gong	gong	NOUN
fcis-2484	120	5	,	,	PUNCT
fcis-2484	120	6	x.	x.	PROPN
fcis-2484	120	7	,	,	PUNCT
fcis-2484	120	8	zhao	zhao	PROPN
fcis-2484	120	9	,	,	PUNCT
fcis-2484	120	10	q.	q.	PROPN
fcis-2484	120	11	,	,	PUNCT
fcis-2484	120	12	zhang	zhang	PROPN
fcis-2484	120	13	,	,	PUNCT
fcis-2484	120	14	j.	j.	PROPN
fcis-2484	120	15	,	,	PUNCT
fcis-2484	120	16	mao	mao	PROPN
fcis-2484	120	17	,	,	PUNCT
fcis-2484	120	18	r.	r.	PROPN
fcis-2484	120	19	,	,	PUNCT
fcis-2484	120	20	&	&	CCONJ
fcis-2484	120	21	xu	xu	PROPN
fcis-2484	120	22	,	,	PUNCT
fcis-2484	120	23	r.	r.	PROPN
fcis-2484	120	24	(	(	PUNCT
fcis-2484	120	25	2020	2020	NUM
fcis-2484	120	26	,	,	PUNCT
fcis-2484	120	27	may	may	AUX
fcis-2484	120	28	)	)	PUNCT
fcis-2484	120	29	.	.	PUNCT
fcis-2484	121	1	the	the	DET
fcis-2484	121	2	design	design	NOUN
fcis-2484	121	3	and	and	CCONJ
fcis-2484	121	4	construction	construction	NOUN
fcis-2484	121	5	of	of	ADP
fcis-2484	121	6	a	a	DET
fcis-2484	121	7	chinese	chinese	ADJ
fcis-2484	121	8	sarcasm	sarcasm	NOUN
fcis-2484	121	9	dataset	dataset	NOUN
fcis-2484	121	10	.	.	PUNCT
fcis-2484	122	1	in	in	ADP
fcis-2484	122	2	proceedings	proceeding	NOUN
fcis-2484	122	3	of	of	ADP
fcis-2484	122	4	the	the	DET
fcis-2484	122	5	12th	12th	ADJ
fcis-2484	122	6	language	language	NOUN
fcis-2484	122	7	resources	resource	NOUN
fcis-2484	122	8	and	and	CCONJ
fcis-2484	122	9	evaluation	evaluation	NOUN
fcis-2484	122	10	conference	conference	NOUN
fcis-2484	122	11	(	(	PUNCT
fcis-2484	122	12	pp	pp	ADJ
fcis-2484	122	13	.	.	PUNCT
fcis-2484	122	14	5034	5034	NUM
fcis-2484	122	15	-	-	SYM
fcis-2484	122	16	5039	5039	NUM
fcis-2484	122	17	)	)	PUNCT
fcis-2484	122	18	.	.	PUNCT
fcis-2484	123	1	[	[	X
fcis-2484	123	2	4	4	NUM
fcis-2484	123	3	]	]	SYM
fcis-2484	123	4	li	li	PROPN
fcis-2484	123	5	,	,	PUNCT
fcis-2484	123	6	a.	a.	PROPN
fcis-2484	123	7	r.	r.	PROPN
fcis-2484	123	8	,	,	PUNCT
fcis-2484	123	9	&	&	CCONJ
fcis-2484	123	10	huang	huang	PROPN
fcis-2484	123	11	,	,	PUNCT
fcis-2484	123	12	c.	c.	PROPN
fcis-2484	123	13	r.	r.	PROPN
fcis-2484	123	14	(	(	PUNCT
fcis-2484	123	15	2020	2020	NUM
fcis-2484	123	16	)	)	PUNCT
fcis-2484	123	17	.	.	PUNCT
fcis-2484	124	1	a	a	DET
fcis-2484	124	2	method	method	NOUN
fcis-2484	124	3	of	of	ADP
fcis-2484	124	4	modern	modern	ADJ
fcis-2484	124	5	chinese	chinese	ADJ
fcis-2484	124	6	irony	irony	NOUN
fcis-2484	124	7	detection	detection	NOUN
fcis-2484	124	8	.	.	PUNCT
fcis-2484	125	1	in	in	ADP
fcis-2484	125	2	from	from	ADP
fcis-2484	125	3	minimal	minimal	ADJ
fcis-2484	125	4	contrast	contrast	NOUN
fcis-2484	125	5	to	to	ADP
fcis-2484	125	6	meaning	mean	VERB
fcis-2484	125	7	construct	construct	NOUN
fcis-2484	125	8	(	(	PUNCT
fcis-2484	125	9	pp	pp	ADJ
fcis-2484	125	10	.	.	PUNCT
fcis-2484	125	11	273	273	NUM
fcis-2484	125	12	-	-	SYM
fcis-2484	125	13	288	288	NUM
fcis-2484	125	14	)	)	PUNCT
fcis-2484	125	15	.	.	PUNCT
fcis-2484	126	1	springer	springer	PROPN
fcis-2484	126	2	,	,	PUNCT
fcis-2484	126	3	singapore	singapore	PROPN
fcis-2484	126	4	.	.	PUNCT
fcis-2484	127	1	[	[	X
fcis-2484	127	2	5	5	NUM
fcis-2484	127	3	]	]	PUNCT
fcis-2484	127	4	tang	tang	NOUN
fcis-2484	127	5	,	,	PUNCT
fcis-2484	127	6	y.	y.	PROPN
fcis-2484	127	7	j.	j.	PROPN
fcis-2484	127	8	,	,	PUNCT
fcis-2484	127	9	&	&	CCONJ
fcis-2484	127	10	chen	chen	PROPN
fcis-2484	127	11	,	,	PUNCT
fcis-2484	127	12	h.	h.	PROPN
fcis-2484	127	13	h.	h.	PROPN
fcis-2484	127	14	(	(	PUNCT
fcis-2484	127	15	2014	2014	NUM
fcis-2484	127	16	,	,	PUNCT
fcis-2484	127	17	august	august	PROPN
fcis-2484	127	18	)	)	PUNCT
fcis-2484	127	19	.	.	PUNCT
fcis-2484	128	1	chinese	chinese	ADJ
fcis-2484	128	2	irony	irony	NOUN
fcis-2484	128	3	corpus	corpus	PROPN
fcis-2484	128	4	construction	construction	NOUN
fcis-2484	128	5	and	and	CCONJ
fcis-2484	128	6	ironic	ironic	ADJ
fcis-2484	128	7	structure	structure	NOUN
fcis-2484	128	8	analysis	analysis	NOUN
fcis-2484	128	9	.	.	PUNCT
fcis-2484	129	1	in	in	ADP
fcis-2484	129	2	proceedings	proceeding	NOUN
fcis-2484	129	3	of	of	ADP
fcis-2484	129	4	coling	cole	VERB
fcis-2484	129	5	2014	2014	NUM
fcis-2484	129	6	,	,	PUNCT
fcis-2484	129	7	the	the	DET
fcis-2484	129	8	25th	25th	ADJ
fcis-2484	129	9	international	international	ADJ
fcis-2484	129	10	conference	conference	NOUN
fcis-2484	129	11	on	on	ADP
fcis-2484	129	12	computational	computational	ADJ
fcis-2484	129	13	linguistics	linguistic	NOUN
fcis-2484	129	14	:	:	PUNCT
fcis-2484	129	15	technical	technical	ADJ
fcis-2484	129	16	papers	paper	NOUN
fcis-2484	129	17	(	(	PUNCT
fcis-2484	129	18	pp	pp	ADJ
fcis-2484	129	19	.	.	PUNCT
fcis-2484	129	20	1269	1269	NUM
fcis-2484	129	21	-	-	SYM
fcis-2484	129	22	1278	1278	NUM
fcis-2484	129	23	)	)	PUNCT
fcis-2484	129	24	.	.	PUNCT
fcis-2484	130	1	[	[	X
fcis-2484	130	2	6	6	NUM
fcis-2484	130	3	]	]	SYM
fcis-2484	130	4	misra	misra	NOUN
fcis-2484	130	5	,	,	PUNCT
fcis-2484	130	6	r.	r.	PROPN
fcis-2484	130	7	,	,	PUNCT
fcis-2484	130	8	&	&	CCONJ
fcis-2484	130	9	arora	arora	PROPN
fcis-2484	130	10	,	,	PUNCT
fcis-2484	130	11	p.	p.	NOUN
fcis-2484	130	12	(	(	PUNCT
fcis-2484	130	13	2019	2019	NUM
fcis-2484	130	14	)	)	PUNCT
fcis-2484	130	15	.	.	PUNCT
fcis-2484	131	1	sarcasm	sarcasm	NOUN
fcis-2484	131	2	detection	detection	NOUN
fcis-2484	131	3	using	use	VERB
fcis-2484	131	4	hybrid	hybrid	ADJ
fcis-2484	131	5	neural	neural	ADJ
fcis-2484	131	6	network	network	NOUN
fcis-2484	131	7	.	.	PUNCT
fcis-2484	132	1	arxiv	arxiv	PROPN
fcis-2484	132	2	preprint	preprint	NOUN
fcis-2484	132	3	arxiv:1908.07414	arxiv:1908.07414	NUM
fcis-2484	132	4	.	.	PUNCT
fcis-2484	133	1	[	[	X
fcis-2484	133	2	7	7	X
fcis-2484	133	3	]	]	X
fcis-2484	133	4	sun	sun	NOUN
fcis-2484	133	5	,	,	PUNCT
fcis-2484	133	6	x.	x.	PROPN
fcis-2484	133	7	,	,	PUNCT
fcis-2484	133	8	he	he	PRON
fcis-2484	133	9	,	,	PUNCT
fcis-2484	133	10	j.	j.	PROPN
fcis-2484	133	11	,	,	PUNCT
fcis-2484	133	12	&	&	CCONJ
fcis-2484	133	13	ren	ren	PROPN
fcis-2484	133	14	,	,	PUNCT
fcis-2484	133	15	f.	f.	PROPN
fcis-2484	133	16	(	(	PUNCT
fcis-2484	133	17	2016	2016	NUM
fcis-2484	133	18	)	)	PUNCT
fcis-2484	133	19	.	.	PUNCT
fcis-2484	134	1	pragmatic	pragmatic	ADJ
fcis-2484	134	2	analysis	analysis	NOUN
fcis-2484	134	3	of	of	ADP
fcis-2484	134	4	irony	irony	NOUN
fcis-2484	134	5	based	base	VERB
fcis-2484	134	6	on	on	ADP
fcis-2484	134	7	hybrid	hybrid	ADJ
fcis-2484	134	8	neural	neural	ADJ
fcis-2484	134	9	network	network	NOUN
fcis-2484	134	10	model	model	NOUN
fcis-2484	134	11	with	with	ADP
fcis-2484	134	12	multi	multi	ADJ
fcis-2484	134	13	-	-	NOUN
fcis-2484	134	14	feature	feature	NOUN
fcis-2484	134	15	.	.	PUNCT
fcis-2484	135	1	journal	journal	NOUN
fcis-2484	135	2	of	of	ADP
fcis-2484	135	3	chinese	chinese	ADJ
fcis-2484	135	4	information	information	NOUN
fcis-2484	135	5	processing	processing	NOUN
fcis-2484	135	6	,	,	PUNCT
fcis-2484	135	7	30(6	30(6	NUM
fcis-2484	135	8	)	)	PUNCT
fcis-2484	135	9	,	,	PUNCT
fcis-2484	135	10	215	215	NUM
fcis-2484	135	11	.	.	PUNCT
fcis-2484	136	1	[	[	X
fcis-2484	136	2	8	8	NUM
fcis-2484	136	3	]	]	X
fcis-2484	136	4	lu	lu	PROPN
fcis-2484	136	5	,	,	PUNCT
fcis-2484	136	6	x.	x.	PROPN
fcis-2484	136	7	,	,	PUNCT
fcis-2484	136	8	li	li	PROPN
fcis-2484	136	9	.	.	PUNCT
fcis-2484	137	1	y.	y.	PROPN
fcis-2484	137	2	,	,	PUNCT
fcis-2484	137	3	&	&	CCONJ
fcis-2484	137	4	wang	wang	PROPN
fcis-2484	137	5	s.	s.	PROPN
fcis-2484	137	6	(	(	PUNCT
fcis-2484	137	7	2019	2019	NUM
fcis-2484	137	8	)	)	PUNCT
fcis-2484	137	9	.	.	PUNCT
fcis-2484	138	1	linguistic	linguistic	ADJ
fcis-2484	138	2	features	feature	NOUN
fcis-2484	138	3	enhanced	enhance	VERB
fcis-2484	138	4	convolutional	convolutional	ADJ
fcis-2484	138	5	neural	neural	ADJ
fcis-2484	138	6	networks	network	NOUN
fcis-2484	138	7	for	for	ADP
fcis-2484	138	8	irony	irony	NOUN
fcis-2484	138	9	recognition	recognition	NOUN
fcis-2484	138	10	.	.	PUNCT
fcis-2484	139	1	journal	journal	PROPN
fcis-2484	139	2	of	of	ADP
fcis-2484	139	3	chinese	chinese	ADJ
fcis-2484	139	4	information	information	NOUN
fcis-2484	139	5	processing	processing	NOUN
fcis-2484	139	6	,	,	PUNCT
fcis-2484	139	7	33(5	33(5	NUM
fcis-2484	139	8	)	)	PUNCT
fcis-2484	139	9	,	,	PUNCT
fcis-2484	139	10	31	31	NUM
fcis-2484	139	11	-	-	SYM
fcis-2484	139	12	38	38	NUM
fcis-2484	139	13	.	.	PUNCT