id	sid	tid	token	lemma	pos
fcis-18126	1	1	frontiers	frontier	NOUN
fcis-18126	1	2	in	in	ADP
fcis-18126	1	3	computing	computing	NOUN
fcis-18126	1	4	and	and	CCONJ
fcis-18126	1	5	intelligent	intelligent	ADJ
fcis-18126	1	6	systems	system	NOUN
fcis-18126	1	7	issn	issn	VERB
fcis-18126	1	8	:	:	PUNCT
fcis-18126	1	9	2832	2832	NUM
fcis-18126	1	10	-	-	SYM
fcis-18126	1	11	6024	6024	NUM
fcis-18126	1	12	|	|	NOUN
fcis-18126	1	13	vol	vol	NOUN
fcis-18126	1	14	.	.	PROPN
fcis-18126	2	1	7	7	NUM
fcis-18126	2	2	,	,	PUNCT
fcis-18126	2	3	no	no	INTJ
fcis-18126	2	4	.	.	NOUN
fcis-18126	2	5	2	2	NUM
fcis-18126	2	6	,	,	PUNCT
fcis-18126	2	7	2024	2024	NUM
fcis-18126	2	8	47	47	NUM
fcis-18126	2	9	information	information	NOUN
fcis-18126	2	10	extraction	extraction	NOUN
fcis-18126	2	11	and	and	CCONJ
fcis-18126	2	12	knowledge	knowledge	NOUN
fcis-18126	2	13	map	map	NOUN
fcis-18126	2	14	construction	construction	NOUN
fcis-18126	2	15	based	base	VERB
fcis-18126	2	16	on	on	ADP
fcis-18126	2	17	natural	natural	ADJ
fcis-18126	2	18	language	language	NOUN
fcis-18126	2	19	processing	processing	NOUN
fcis-18126	2	20	zehan	zehan	NOUN
fcis-18126	2	21	wang	wang	PROPN
fcis-18126	2	22	university	university	PROPN
fcis-18126	2	23	of	of	ADP
fcis-18126	2	24	maryland	maryland	PROPN
fcis-18126	2	25	,	,	PUNCT
fcis-18126	2	26	college	college	NOUN
fcis-18126	2	27	park	park	NOUN
fcis-18126	2	28	,	,	PUNCT
fcis-18126	2	29	maryland	maryland	PROPN
fcis-18126	2	30	,	,	PUNCT
fcis-18126	2	31	usa	usa	PROPN
fcis-18126	2	32	abstract	abstract	PROPN
fcis-18126	2	33	:	:	PUNCT
fcis-18126	2	34	as	as	ADP
fcis-18126	2	35	a	a	DET
fcis-18126	2	36	key	key	ADJ
fcis-18126	2	37	branch	branch	NOUN
fcis-18126	2	38	of	of	ADP
fcis-18126	2	39	artificial	artificial	ADJ
fcis-18126	2	40	intelligence	intelligence	NOUN
fcis-18126	2	41	,	,	PUNCT
fcis-18126	2	42	natural	natural	ADJ
fcis-18126	2	43	language	language	NOUN
fcis-18126	2	44	processing	processing	NOUN
fcis-18126	2	45	(	(	PUNCT
fcis-18126	2	46	nlp	nlp	NOUN
fcis-18126	2	47	)	)	PUNCT
fcis-18126	2	48	focuses	focus	VERB
fcis-18126	2	49	on	on	ADP
fcis-18126	2	50	making	make	VERB
fcis-18126	2	51	machines	machine	NOUN
fcis-18126	2	52	understand	understand	VERB
fcis-18126	2	53	and	and	CCONJ
fcis-18126	2	54	generate	generate	VERB
fcis-18126	2	55	human	human	ADJ
fcis-18126	2	56	language	language	NOUN
fcis-18126	2	57	.	.	PUNCT
fcis-18126	3	1	this	this	DET
fcis-18126	3	2	paper	paper	NOUN
fcis-18126	3	3	introduces	introduce	VERB
fcis-18126	3	4	the	the	DET
fcis-18126	3	5	basic	basic	ADJ
fcis-18126	3	6	tasks	task	NOUN
fcis-18126	3	7	of	of	ADP
fcis-18126	3	8	nlp	nlp	NOUN
fcis-18126	3	9	,	,	PUNCT
fcis-18126	3	10	such	such	ADJ
fcis-18126	3	11	as	as	ADP
fcis-18126	3	12	lexical	lexical	ADJ
fcis-18126	3	13	analysis	analysis	NOUN
fcis-18126	3	14	,	,	PUNCT
fcis-18126	3	15	syntactic	syntactic	ADJ
fcis-18126	3	16	analysis	analysis	NOUN
fcis-18126	3	17	and	and	CCONJ
fcis-18126	3	18	semantic	semantic	ADJ
fcis-18126	3	19	understanding	understanding	NOUN
fcis-18126	3	20	,	,	PUNCT
fcis-18126	3	21	and	and	CCONJ
fcis-18126	3	22	discusses	discuss	VERB
fcis-18126	3	23	the	the	DET
fcis-18126	3	24	cutting	cutting	NOUN
fcis-18126	3	25	-	-	PUNCT
fcis-18126	3	26	edge	edge	NOUN
fcis-18126	3	27	technologies	technology	NOUN
fcis-18126	3	28	such	such	ADJ
fcis-18126	3	29	as	as	ADP
fcis-18126	3	30	word	word	NOUN
fcis-18126	3	31	embedding	embed	VERB
fcis-18126	3	32	.	.	PUNCT
fcis-18126	4	1	in	in	ADP
fcis-18126	4	2	the	the	DET
fcis-18126	4	3	aspect	aspect	NOUN
fcis-18126	4	4	of	of	ADP
fcis-18126	4	5	information	information	NOUN
fcis-18126	4	6	extraction	extraction	NOUN
fcis-18126	4	7	,	,	PUNCT
fcis-18126	4	8	this	this	DET
fcis-18126	4	9	paper	paper	NOUN
fcis-18126	4	10	deeply	deeply	ADV
fcis-18126	4	11	discusses	discuss	VERB
fcis-18126	4	12	the	the	DET
fcis-18126	4	13	methods	method	NOUN
fcis-18126	4	14	of	of	ADP
fcis-18126	4	15	named	name	VERB
fcis-18126	4	16	entity	entity	NOUN
fcis-18126	4	17	recognition	recognition	NOUN
fcis-18126	4	18	,	,	PUNCT
fcis-18126	4	19	relationship	relationship	NOUN
fcis-18126	4	20	extraction	extraction	NOUN
fcis-18126	4	21	and	and	CCONJ
fcis-18126	4	22	event	event	NOUN
fcis-18126	4	23	extraction	extraction	NOUN
fcis-18126	4	24	,	,	PUNCT
fcis-18126	4	25	and	and	CCONJ
fcis-18126	4	26	points	point	VERB
fcis-18126	4	27	out	out	ADP
fcis-18126	4	28	the	the	DET
fcis-18126	4	29	challenges	challenge	NOUN
fcis-18126	4	30	in	in	ADP
fcis-18126	4	31	dealing	deal	VERB
fcis-18126	4	32	with	with	ADP
fcis-18126	4	33	complex	complex	ADJ
fcis-18126	4	34	texts	text	NOUN
fcis-18126	4	35	.	.	PUNCT
fcis-18126	5	1	finally	finally	ADV
fcis-18126	5	2	,	,	PUNCT
fcis-18126	5	3	the	the	DET
fcis-18126	5	4	paper	paper	NOUN
fcis-18126	5	5	focuses	focus	VERB
fcis-18126	5	6	on	on	ADP
fcis-18126	5	7	the	the	DET
fcis-18126	5	8	construction	construction	NOUN
fcis-18126	5	9	of	of	ADP
fcis-18126	5	10	knowledge	knowledge	NOUN
fcis-18126	5	11	map	map	NOUN
fcis-18126	5	12	,	,	PUNCT
fcis-18126	5	13	expounds	expound	VERB
fcis-18126	5	14	the	the	DET
fcis-18126	5	15	complete	complete	ADJ
fcis-18126	5	16	process	process	NOUN
fcis-18126	5	17	from	from	ADP
fcis-18126	5	18	data	datum	NOUN
fcis-18126	5	19	collection	collection	NOUN
fcis-18126	5	20	to	to	ADP
fcis-18126	5	21	entity	entity	NOUN
fcis-18126	5	22	identification	identification	NOUN
fcis-18126	5	23	,	,	PUNCT
fcis-18126	5	24	relationship	relationship	NOUN
fcis-18126	5	25	extraction	extraction	NOUN
fcis-18126	5	26	,	,	PUNCT
fcis-18126	5	27	graph	graph	NOUN
fcis-18126	5	28	construction	construction	NOUN
fcis-18126	5	29	and	and	CCONJ
fcis-18126	5	30	query	query	NOUN
fcis-18126	5	31	,	,	PUNCT
fcis-18126	5	32	and	and	CCONJ
fcis-18126	5	33	emphasizes	emphasize	VERB
fcis-18126	5	34	the	the	DET
fcis-18126	5	35	core	core	NOUN
fcis-18126	5	36	position	position	NOUN
fcis-18126	5	37	of	of	ADP
fcis-18126	5	38	graph	graph	NOUN
fcis-18126	5	39	query	query	NOUN
fcis-18126	5	40	in	in	ADP
fcis-18126	5	41	the	the	DET
fcis-18126	5	42	application	application	NOUN
fcis-18126	5	43	of	of	ADP
fcis-18126	5	44	knowledge	knowledge	NOUN
fcis-18126	5	45	map	map	NOUN
fcis-18126	5	46	.	.	PUNCT
fcis-18126	6	1	on	on	ADP
fcis-18126	6	2	the	the	DET
fcis-18126	6	3	whole	whole	NOUN
fcis-18126	6	4	,	,	PUNCT
fcis-18126	6	5	this	this	DET
fcis-18126	6	6	paper	paper	NOUN
fcis-18126	6	7	provides	provide	VERB
fcis-18126	6	8	a	a	DET
fcis-18126	6	9	comprehensive	comprehensive	ADJ
fcis-18126	6	10	perspective	perspective	NOUN
fcis-18126	6	11	for	for	ADP
fcis-18126	6	12	understanding	understand	VERB
fcis-18126	6	13	nlp	nlp	NOUN
fcis-18126	6	14	,	,	PUNCT
fcis-18126	6	15	information	information	NOUN
fcis-18126	6	16	extraction	extraction	NOUN
fcis-18126	6	17	and	and	CCONJ
fcis-18126	6	18	knowledge	knowledge	NOUN
fcis-18126	6	19	map	map	NOUN
fcis-18126	6	20	construction	construction	NOUN
fcis-18126	6	21	,	,	PUNCT
fcis-18126	6	22	and	and	CCONJ
fcis-18126	6	23	points	point	VERB
fcis-18126	6	24	out	out	ADP
fcis-18126	6	25	the	the	DET
fcis-18126	6	26	importance	importance	NOUN
fcis-18126	6	27	and	and	CCONJ
fcis-18126	6	28	future	future	ADJ
fcis-18126	6	29	development	development	NOUN
fcis-18126	6	30	direction	direction	NOUN
fcis-18126	6	31	of	of	ADP
fcis-18126	6	32	these	these	DET
fcis-18126	6	33	technologies	technology	NOUN
fcis-18126	6	34	in	in	ADP
fcis-18126	6	35	intelligent	intelligent	ADJ
fcis-18126	6	36	systems	system	NOUN
fcis-18126	6	37	.	.	PUNCT
fcis-18126	7	1	keywords	keyword	NOUN
fcis-18126	7	2	:	:	PUNCT
fcis-18126	7	3	natural	natural	ADJ
fcis-18126	7	4	language	language	NOUN
fcis-18126	7	5	processing	processing	NOUN
fcis-18126	7	6	;	;	PUNCT
fcis-18126	7	7	information	information	NOUN
fcis-18126	7	8	extraction	extraction	NOUN
fcis-18126	7	9	;	;	PUNCT
fcis-18126	7	10	knowledge	knowledge	NOUN
fcis-18126	7	11	map	map	NOUN
fcis-18126	7	12	.	.	PUNCT
fcis-18126	8	1	1	1	X
fcis-18126	8	2	.	.	X
fcis-18126	8	3	introduction	introduction	NOUN
fcis-18126	8	4	as	as	SCONJ
fcis-18126	8	5	information	information	NOUN
fcis-18126	8	6	technology	technology	NOUN
fcis-18126	8	7	rapidly	rapidly	ADV
fcis-18126	8	8	advances	advance	VERB
fcis-18126	8	9	,	,	PUNCT
fcis-18126	8	10	the	the	DET
fcis-18126	8	11	volume	volume	NOUN
fcis-18126	8	12	of	of	ADP
fcis-18126	8	13	text	text	NOUN
fcis-18126	8	14	data	datum	NOUN
fcis-18126	8	15	on	on	ADP
fcis-18126	8	16	the	the	DET
fcis-18126	8	17	internet	internet	NOUN
fcis-18126	8	18	explodes	explode	NOUN
fcis-18126	8	19	,	,	PUNCT
fcis-18126	8	20	encompassing	encompass	VERB
fcis-18126	8	21	vast	vast	ADJ
fcis-18126	8	22	amounts	amount	NOUN
fcis-18126	8	23	of	of	ADP
fcis-18126	8	24	knowledge	knowledge	NOUN
fcis-18126	8	25	.	.	PUNCT
fcis-18126	9	1	the	the	DET
fcis-18126	9	2	challenge	challenge	NOUN
fcis-18126	9	3	of	of	ADP
fcis-18126	9	4	efficiently	efficiently	ADV
fcis-18126	9	5	extracting	extract	VERB
fcis-18126	9	6	valuable	valuable	ADJ
fcis-18126	9	7	insights	insight	NOUN
fcis-18126	9	8	from	from	ADP
fcis-18126	9	9	this	this	DET
fcis-18126	9	10	data	datum	NOUN
fcis-18126	9	11	and	and	CCONJ
fcis-18126	9	12	constructing	construct	VERB
fcis-18126	9	13	a	a	DET
fcis-18126	9	14	structured	structured	ADJ
fcis-18126	9	15	knowledge	knowledge	NOUN
fcis-18126	9	16	system	system	NOUN
fcis-18126	9	17	has	have	AUX
fcis-18126	9	18	emerged	emerge	VERB
fcis-18126	9	19	as	as	ADP
fcis-18126	9	20	a	a	DET
fcis-18126	9	21	significant	significant	ADJ
fcis-18126	9	22	focus	focus	NOUN
fcis-18126	9	23	of	of	ADP
fcis-18126	9	24	contemporary	contemporary	ADJ
fcis-18126	9	25	research	research	NOUN
fcis-18126	9	26	[	[	X
fcis-18126	9	27	1	1	NUM
fcis-18126	9	28	]	]	PUNCT
fcis-18126	9	29	.	.	PUNCT
fcis-18126	10	1	the	the	DET
fcis-18126	10	2	technology	technology	NOUN
fcis-18126	10	3	of	of	ADP
fcis-18126	10	4	information	information	NOUN
fcis-18126	10	5	extraction	extraction	NOUN
fcis-18126	10	6	and	and	CCONJ
fcis-18126	10	7	knowledge	knowledge	NOUN
fcis-18126	10	8	map	map	NOUN
fcis-18126	10	9	construction	construction	NOUN
fcis-18126	10	10	based	base	VERB
fcis-18126	10	11	on	on	ADP
fcis-18126	10	12	nlp	nlp	NOUN
fcis-18126	10	13	came	come	VERB
fcis-18126	10	14	into	into	ADP
fcis-18126	10	15	being	being	NOUN
fcis-18126	10	16	,	,	PUNCT
fcis-18126	10	17	which	which	PRON
fcis-18126	10	18	provided	provide	VERB
fcis-18126	10	19	new	new	ADJ
fcis-18126	10	20	ideas	idea	NOUN
fcis-18126	10	21	and	and	CCONJ
fcis-18126	10	22	methods	method	NOUN
fcis-18126	10	23	for	for	ADP
fcis-18126	10	24	solving	solve	VERB
fcis-18126	10	25	this	this	DET
fcis-18126	10	26	problem	problem	NOUN
fcis-18126	10	27	.	.	PUNCT
fcis-18126	11	1	nlp	nlp	PROPN
fcis-18126	11	2	is	be	AUX
fcis-18126	11	3	an	an	DET
fcis-18126	11	4	important	important	ADJ
fcis-18126	11	5	branch	branch	NOUN
fcis-18126	11	6	in	in	ADP
fcis-18126	11	7	the	the	DET
fcis-18126	11	8	field	field	NOUN
fcis-18126	11	9	of	of	ADP
fcis-18126	11	10	artificial	artificial	ADJ
fcis-18126	11	11	intelligence	intelligence	NOUN
fcis-18126	11	12	,	,	PUNCT
fcis-18126	11	13	which	which	PRON
fcis-18126	11	14	aims	aim	VERB
fcis-18126	11	15	to	to	PART
fcis-18126	11	16	enable	enable	VERB
fcis-18126	11	17	computers	computer	NOUN
fcis-18126	11	18	to	to	PART
fcis-18126	11	19	understand	understand	VERB
fcis-18126	11	20	and	and	CCONJ
fcis-18126	11	21	process	process	VERB
fcis-18126	11	22	human	human	ADJ
fcis-18126	11	23	language	language	NOUN
fcis-18126	11	24	.	.	PUNCT
fcis-18126	12	1	as	as	ADP
fcis-18126	12	2	one	one	NUM
fcis-18126	12	3	of	of	ADP
fcis-18126	12	4	the	the	DET
fcis-18126	12	5	core	core	NOUN
fcis-18126	12	6	tasks	task	NOUN
fcis-18126	12	7	of	of	ADP
fcis-18126	12	8	nlp	nlp	NOUN
fcis-18126	12	9	,	,	PUNCT
fcis-18126	12	10	information	information	NOUN
fcis-18126	12	11	extraction	extraction	NOUN
fcis-18126	12	12	aims	aim	VERB
fcis-18126	12	13	to	to	PART
fcis-18126	12	14	extract	extract	VERB
fcis-18126	12	15	structured	structured	ADJ
fcis-18126	12	16	information	information	NOUN
fcis-18126	12	17	from	from	ADP
fcis-18126	12	18	unstructured	unstructured	ADJ
fcis-18126	12	19	text	text	NOUN
fcis-18126	12	20	data	datum	NOUN
fcis-18126	12	21	,	,	PUNCT
fcis-18126	12	22	such	such	ADJ
fcis-18126	12	23	as	as	ADP
fcis-18126	12	24	entities	entity	NOUN
fcis-18126	12	25	,	,	PUNCT
fcis-18126	12	26	relationships	relationship	NOUN
fcis-18126	12	27	,	,	PUNCT
fcis-18126	12	28	events	event	NOUN
fcis-18126	12	29	and	and	CCONJ
fcis-18126	12	30	so	so	ADV
fcis-18126	12	31	on	on	ADP
fcis-18126	12	32	[	[	X
fcis-18126	12	33	2	2	NUM
fcis-18126	12	34	]	]	PUNCT
fcis-18126	12	35	.	.	PUNCT
fcis-18126	13	1	through	through	ADP
fcis-18126	13	2	information	information	NOUN
fcis-18126	13	3	extraction	extraction	NOUN
fcis-18126	13	4	technology	technology	NOUN
fcis-18126	13	5	,	,	PUNCT
fcis-18126	13	6	the	the	DET
fcis-18126	13	7	knowledge	knowledge	NOUN
fcis-18126	13	8	points	point	NOUN
fcis-18126	13	9	scattered	scatter	VERB
fcis-18126	13	10	in	in	ADP
fcis-18126	13	11	the	the	DET
fcis-18126	13	12	text	text	NOUN
fcis-18126	13	13	can	can	AUX
fcis-18126	13	14	be	be	AUX
fcis-18126	13	15	extracted	extract	VERB
fcis-18126	13	16	,	,	PUNCT
fcis-18126	13	17	which	which	PRON
fcis-18126	13	18	provides	provide	VERB
fcis-18126	13	19	a	a	DET
fcis-18126	13	20	data	data	NOUN
fcis-18126	13	21	basis	basis	NOUN
fcis-18126	13	22	for	for	ADP
fcis-18126	13	23	the	the	DET
fcis-18126	13	24	subsequent	subsequent	ADJ
fcis-18126	13	25	knowledge	knowledge	NOUN
fcis-18126	13	26	map	map	NOUN
fcis-18126	13	27	construction	construction	NOUN
fcis-18126	13	28	.	.	PUNCT
fcis-18126	14	1	knowledge	knowledge	NOUN
fcis-18126	14	2	map	map	NOUN
fcis-18126	14	3	is	be	AUX
fcis-18126	14	4	a	a	DET
fcis-18126	14	5	technology	technology	NOUN
fcis-18126	14	6	to	to	PART
fcis-18126	14	7	represent	represent	VERB
fcis-18126	14	8	knowledge	knowledge	NOUN
fcis-18126	14	9	by	by	ADP
fcis-18126	14	10	graph	graph	NOUN
fcis-18126	14	11	structure	structure	NOUN
fcis-18126	14	12	,	,	PUNCT
fcis-18126	14	13	which	which	PRON
fcis-18126	14	14	represents	represent	VERB
fcis-18126	14	15	and	and	CCONJ
fcis-18126	14	16	stores	store	VERB
fcis-18126	14	17	entities	entity	NOUN
fcis-18126	14	18	,	,	PUNCT
fcis-18126	14	19	concepts	concept	NOUN
fcis-18126	14	20	and	and	CCONJ
fcis-18126	14	21	their	their	PRON
fcis-18126	14	22	relationships	relationship	NOUN
fcis-18126	14	23	in	in	ADP
fcis-18126	14	24	the	the	DET
fcis-18126	14	25	real	real	ADJ
fcis-18126	14	26	world	world	NOUN
fcis-18126	14	27	in	in	ADP
fcis-18126	14	28	a	a	DET
fcis-18126	14	29	structured	structured	ADJ
fcis-18126	14	30	form	form	NOUN
fcis-18126	14	31	[	[	X
fcis-18126	14	32	3	3	NUM
fcis-18126	14	33	]	]	PUNCT
fcis-18126	14	34	.	.	PUNCT
fcis-18126	15	1	through	through	ADP
fcis-18126	15	2	the	the	DET
fcis-18126	15	3	knowledge	knowledge	NOUN
fcis-18126	15	4	map	map	NOUN
fcis-18126	15	5	,	,	PUNCT
fcis-18126	15	6	we	we	PRON
fcis-18126	15	7	can	can	AUX
fcis-18126	15	8	understand	understand	VERB
fcis-18126	15	9	and	and	CCONJ
fcis-18126	15	10	describe	describe	VERB
fcis-18126	15	11	various	various	ADJ
fcis-18126	15	12	concepts	concept	NOUN
fcis-18126	15	13	and	and	CCONJ
fcis-18126	15	14	relationships	relationship	NOUN
fcis-18126	15	15	in	in	ADP
fcis-18126	15	16	the	the	DET
fcis-18126	15	17	real	real	ADJ
fcis-18126	15	18	world	world	NOUN
fcis-18126	15	19	more	more	ADV
fcis-18126	15	20	clearly	clearly	ADV
fcis-18126	15	21	and	and	CCONJ
fcis-18126	15	22	realize	realize	VERB
fcis-18126	15	23	the	the	DET
fcis-18126	15	24	sharing	sharing	NOUN
fcis-18126	15	25	and	and	CCONJ
fcis-18126	15	26	reuse	reuse	NOUN
fcis-18126	15	27	of	of	ADP
fcis-18126	15	28	knowledge	knowledge	NOUN
fcis-18126	15	29	[	[	X
fcis-18126	15	30	4	4	NUM
fcis-18126	15	31	]	]	PUNCT
fcis-18126	15	32	.	.	PUNCT
fcis-18126	16	1	knowledge	knowledge	NOUN
fcis-18126	16	2	map	map	NOUN
fcis-18126	16	3	has	have	VERB
fcis-18126	16	4	a	a	DET
fcis-18126	16	5	wide	wide	ADJ
fcis-18126	16	6	application	application	NOUN
fcis-18126	16	7	prospect	prospect	NOUN
fcis-18126	16	8	in	in	ADP
fcis-18126	16	9	intelligent	intelligent	ADJ
fcis-18126	16	10	question	question	NOUN
fcis-18126	16	11	answering	answering	NOUN
fcis-18126	16	12	,	,	PUNCT
fcis-18126	16	13	semantic	semantic	ADJ
fcis-18126	16	14	search	search	NOUN
fcis-18126	16	15	,	,	PUNCT
fcis-18126	16	16	intelligent	intelligent	ADJ
fcis-18126	16	17	recommendation	recommendation	NOUN
fcis-18126	16	18	and	and	CCONJ
fcis-18126	16	19	other	other	ADJ
fcis-18126	16	20	fields	field	NOUN
fcis-18126	16	21	.	.	PUNCT
fcis-18126	17	1	this	this	DET
fcis-18126	17	2	paper	paper	NOUN
fcis-18126	17	3	aims	aim	VERB
fcis-18126	17	4	to	to	PART
fcis-18126	17	5	study	study	VERB
fcis-18126	17	6	the	the	DET
fcis-18126	17	7	technology	technology	NOUN
fcis-18126	17	8	of	of	ADP
fcis-18126	17	9	information	information	NOUN
fcis-18126	17	10	extraction	extraction	NOUN
fcis-18126	17	11	and	and	CCONJ
fcis-18126	17	12	knowledge	knowledge	NOUN
fcis-18126	17	13	map	map	NOUN
fcis-18126	17	14	construction	construction	NOUN
fcis-18126	17	15	based	base	VERB
fcis-18126	17	16	on	on	ADP
fcis-18126	17	17	nlp	nlp	NOUN
fcis-18126	17	18	.	.	PUNCT
fcis-18126	18	1	firstly	firstly	ADV
fcis-18126	18	2	,	,	PUNCT
fcis-18126	18	3	the	the	DET
fcis-18126	18	4	basic	basic	ADJ
fcis-18126	18	5	theory	theory	NOUN
fcis-18126	18	6	and	and	CCONJ
fcis-18126	18	7	key	key	ADJ
fcis-18126	18	8	technologies	technology	NOUN
fcis-18126	18	9	of	of	ADP
fcis-18126	18	10	nlp	nlp	NOUN
fcis-18126	18	11	are	be	AUX
fcis-18126	18	12	introduced	introduce	VERB
fcis-18126	18	13	to	to	PART
fcis-18126	18	14	provide	provide	VERB
fcis-18126	18	15	theoretical	theoretical	ADJ
fcis-18126	18	16	support	support	NOUN
fcis-18126	18	17	for	for	ADP
fcis-18126	18	18	subsequent	subsequent	ADJ
fcis-18126	18	19	information	information	NOUN
fcis-18126	18	20	extraction	extraction	NOUN
fcis-18126	18	21	and	and	CCONJ
fcis-18126	18	22	knowledge	knowledge	NOUN
fcis-18126	18	23	map	map	NOUN
fcis-18126	18	24	construction	construction	NOUN
fcis-18126	18	25	.	.	PUNCT
fcis-18126	19	1	then	then	ADV
fcis-18126	19	2	,	,	PUNCT
fcis-18126	19	3	the	the	DET
fcis-18126	19	4	main	main	ADJ
fcis-18126	19	5	methods	method	NOUN
fcis-18126	19	6	and	and	CCONJ
fcis-18126	19	7	implementation	implementation	NOUN
fcis-18126	19	8	technologies	technology	NOUN
fcis-18126	19	9	of	of	ADP
fcis-18126	19	10	information	information	NOUN
fcis-18126	19	11	extraction	extraction	NOUN
fcis-18126	19	12	are	be	AUX
fcis-18126	19	13	discussed	discuss	VERB
fcis-18126	19	14	,	,	PUNCT
fcis-18126	19	15	including	include	VERB
fcis-18126	19	16	named	name	VERB
fcis-18126	19	17	entity	entity	NOUN
fcis-18126	19	18	recognition	recognition	NOUN
fcis-18126	19	19	,	,	PUNCT
fcis-18126	19	20	relationship	relationship	NOUN
fcis-18126	19	21	extraction	extraction	NOUN
fcis-18126	19	22	and	and	CCONJ
fcis-18126	19	23	event	event	NOUN
fcis-18126	19	24	extraction	extraction	NOUN
fcis-18126	19	25	.	.	PUNCT
fcis-18126	20	1	on	on	ADP
fcis-18126	20	2	this	this	DET
fcis-18126	20	3	basis	basis	NOUN
fcis-18126	20	4	,	,	PUNCT
fcis-18126	20	5	we	we	PRON
fcis-18126	20	6	will	will	AUX
fcis-18126	20	7	further	far	ADV
fcis-18126	20	8	study	study	VERB
fcis-18126	20	9	the	the	DET
fcis-18126	20	10	key	key	ADJ
fcis-18126	20	11	technologies	technology	NOUN
fcis-18126	20	12	such	such	ADJ
fcis-18126	20	13	as	as	ADP
fcis-18126	20	14	the	the	DET
fcis-18126	20	15	construction	construction	NOUN
fcis-18126	20	16	process	process	NOUN
fcis-18126	20	17	of	of	ADP
fcis-18126	20	18	knowledge	knowledge	NOUN
fcis-18126	20	19	map	map	NOUN
fcis-18126	20	20	,	,	PUNCT
fcis-18126	20	21	knowledge	knowledge	NOUN
fcis-18126	20	22	representation	representation	NOUN
fcis-18126	20	23	and	and	CCONJ
fcis-18126	20	24	modeling	modeling	NOUN
fcis-18126	20	25	methods	method	NOUN
fcis-18126	20	26	,	,	PUNCT
fcis-18126	20	27	entity	entity	NOUN
fcis-18126	20	28	linking	linking	NOUN
fcis-18126	20	29	and	and	CCONJ
fcis-18126	20	30	disambiguation	disambiguation	NOUN
fcis-18126	20	31	.	.	PUNCT
fcis-18126	21	1	the	the	DET
fcis-18126	21	2	research	research	NOUN
fcis-18126	21	3	of	of	ADP
fcis-18126	21	4	this	this	DET
fcis-18126	21	5	paper	paper	NOUN
fcis-18126	21	6	has	have	VERB
fcis-18126	21	7	important	important	ADJ
fcis-18126	21	8	theoretical	theoretical	ADJ
fcis-18126	21	9	significance	significance	NOUN
fcis-18126	21	10	and	and	CCONJ
fcis-18126	21	11	practical	practical	ADJ
fcis-18126	21	12	value	value	NOUN
fcis-18126	21	13	.	.	PUNCT
fcis-18126	22	1	in	in	ADP
fcis-18126	22	2	theory	theory	NOUN
fcis-18126	22	3	,	,	PUNCT
fcis-18126	22	4	through	through	ADP
fcis-18126	22	5	the	the	DET
fcis-18126	22	6	indepth	indepth	ADJ
fcis-18126	22	7	study	study	NOUN
fcis-18126	22	8	of	of	ADP
fcis-18126	22	9	nlp	nlp	NOUN
fcis-18126	22	10	and	and	CCONJ
fcis-18126	22	11	information	information	NOUN
fcis-18126	22	12	extraction	extraction	NOUN
fcis-18126	22	13	technology	technology	NOUN
fcis-18126	22	14	,	,	PUNCT
fcis-18126	22	15	we	we	PRON
fcis-18126	22	16	can	can	AUX
fcis-18126	22	17	further	far	ADV
fcis-18126	22	18	improve	improve	VERB
fcis-18126	22	19	and	and	CCONJ
fcis-18126	22	20	develop	develop	VERB
fcis-18126	22	21	the	the	DET
fcis-18126	22	22	relevant	relevant	ADJ
fcis-18126	22	23	theoretical	theoretical	ADJ
fcis-18126	22	24	system	system	NOUN
fcis-18126	22	25	and	and	CCONJ
fcis-18126	22	26	provide	provide	VERB
fcis-18126	22	27	new	new	ADJ
fcis-18126	22	28	ideas	idea	NOUN
fcis-18126	22	29	and	and	CCONJ
fcis-18126	22	30	methods	method	NOUN
fcis-18126	22	31	for	for	ADP
fcis-18126	22	32	the	the	DET
fcis-18126	22	33	follow	follow	VERB
fcis-18126	22	34	-	-	PUNCT
fcis-18126	22	35	up	up	ADP
fcis-18126	22	36	research	research	NOUN
fcis-18126	22	37	.	.	PUNCT
fcis-18126	23	1	in	in	ADP
fcis-18126	23	2	practice	practice	NOUN
fcis-18126	23	3	,	,	PUNCT
fcis-18126	23	4	by	by	ADP
fcis-18126	23	5	constructing	construct	VERB
fcis-18126	23	6	high	high	ADJ
fcis-18126	23	7	-	-	PUNCT
fcis-18126	23	8	quality	quality	NOUN
fcis-18126	23	9	knowledge	knowledge	NOUN
fcis-18126	23	10	map	map	NOUN
fcis-18126	23	11	,	,	PUNCT
fcis-18126	23	12	we	we	PRON
fcis-18126	23	13	can	can	AUX
fcis-18126	23	14	provide	provide	VERB
fcis-18126	23	15	more	more	ADV
fcis-18126	23	16	abundant	abundant	ADJ
fcis-18126	23	17	and	and	CCONJ
fcis-18126	23	18	accurate	accurate	ADJ
fcis-18126	23	19	knowledge	knowledge	NOUN
fcis-18126	23	20	support	support	NOUN
fcis-18126	23	21	for	for	ADP
fcis-18126	23	22	intelligent	intelligent	ADJ
fcis-18126	23	23	question	question	NOUN
fcis-18126	23	24	answering	answering	NOUN
fcis-18126	23	25	,	,	PUNCT
fcis-18126	23	26	semantic	semantic	ADJ
fcis-18126	23	27	search	search	NOUN
fcis-18126	23	28	and	and	CCONJ
fcis-18126	23	29	other	other	ADJ
fcis-18126	23	30	application	application	NOUN
fcis-18126	23	31	fields	field	NOUN
fcis-18126	23	32	,	,	PUNCT
fcis-18126	23	33	and	and	CCONJ
fcis-18126	23	34	promote	promote	VERB
fcis-18126	23	35	the	the	DET
fcis-18126	23	36	further	further	ADJ
fcis-18126	23	37	development	development	NOUN
fcis-18126	23	38	of	of	ADP
fcis-18126	23	39	artificial	artificial	ADJ
fcis-18126	23	40	intelligence	intelligence	NOUN
fcis-18126	23	41	technology	technology	NOUN
fcis-18126	23	42	.	.	PUNCT
fcis-18126	24	1	2	2	X
fcis-18126	24	2	.	.	X
fcis-18126	24	3	nlp	nlp	NOUN
fcis-18126	24	4	and	and	CCONJ
fcis-18126	24	5	information	information	NOUN
fcis-18126	24	6	extraction	extraction	NOUN
fcis-18126	24	7	nlp	nlp	NOUN
fcis-18126	24	8	is	be	AUX
fcis-18126	24	9	an	an	DET
fcis-18126	24	10	interdisciplinary	interdisciplinary	ADJ
fcis-18126	24	11	field	field	NOUN
fcis-18126	24	12	of	of	ADP
fcis-18126	24	13	artificial	artificial	ADJ
fcis-18126	24	14	intelligence	intelligence	NOUN
fcis-18126	24	15	(	(	PUNCT
fcis-18126	24	16	ai	ai	NOUN
fcis-18126	24	17	)	)	PUNCT
fcis-18126	24	18	and	and	CCONJ
fcis-18126	24	19	linguistics	linguistic	NOUN
fcis-18126	24	20	,	,	PUNCT
fcis-18126	24	21	aiming	aim	VERB
fcis-18126	24	22	at	at	ADP
fcis-18126	24	23	making	make	VERB
fcis-18126	24	24	machines	machine	NOUN
fcis-18126	24	25	understand	understand	VERB
fcis-18126	24	26	and	and	CCONJ
fcis-18126	24	27	generate	generate	VERB
fcis-18126	24	28	human	human	ADJ
fcis-18126	24	29	language	language	NOUN
fcis-18126	24	30	.	.	PUNCT
fcis-18126	25	1	with	with	ADP
fcis-18126	25	2	the	the	DET
fcis-18126	25	3	rise	rise	NOUN
fcis-18126	25	4	of	of	ADP
fcis-18126	25	5	deep	deep	ADJ
fcis-18126	25	6	learning	learning	NOUN
fcis-18126	25	7	,	,	PUNCT
fcis-18126	25	8	nlp	nlp	NOUN
fcis-18126	25	9	has	have	AUX
fcis-18126	25	10	made	make	VERB
fcis-18126	25	11	remarkable	remarkable	ADJ
fcis-18126	25	12	progress	progress	NOUN
fcis-18126	25	13	,	,	PUNCT
fcis-18126	25	14	especially	especially	ADV
fcis-18126	25	15	in	in	ADP
fcis-18126	25	16	text	text	NOUN
fcis-18126	25	17	classification	classification	NOUN
fcis-18126	25	18	,	,	PUNCT
fcis-18126	25	19	sentiment	sentiment	NOUN
fcis-18126	25	20	analysis	analysis	NOUN
fcis-18126	25	21	,	,	PUNCT
fcis-18126	25	22	machine	machine	NOUN
fcis-18126	25	23	translation	translation	NOUN
fcis-18126	25	24	and	and	CCONJ
fcis-18126	25	25	so	so	ADV
fcis-18126	25	26	on	on	ADV
fcis-18126	25	27	.	.	PUNCT
fcis-18126	26	1	as	as	ADP
fcis-18126	26	2	an	an	DET
fcis-18126	26	3	important	important	ADJ
fcis-18126	26	4	branch	branch	NOUN
fcis-18126	26	5	of	of	ADP
fcis-18126	26	6	nlp	nlp	NOUN
fcis-18126	26	7	,	,	PUNCT
fcis-18126	26	8	information	information	NOUN
fcis-18126	26	9	extraction	extraction	NOUN
fcis-18126	26	10	focuses	focus	VERB
fcis-18126	26	11	on	on	ADP
fcis-18126	26	12	extracting	extract	VERB
fcis-18126	26	13	structured	structured	ADJ
fcis-18126	26	14	information	information	NOUN
fcis-18126	26	15	from	from	ADP
fcis-18126	26	16	unstructured	unstructured	ADJ
fcis-18126	26	17	texts	text	NOUN
fcis-18126	26	18	,	,	PUNCT
fcis-18126	26	19	providing	provide	VERB
fcis-18126	26	20	data	datum	NOUN
fcis-18126	26	21	support	support	NOUN
fcis-18126	26	22	for	for	ADP
fcis-18126	26	23	building	build	VERB
fcis-18126	26	24	knowledge	knowledge	NOUN
fcis-18126	26	25	maps	map	NOUN
fcis-18126	26	26	and	and	CCONJ
fcis-18126	26	27	intelligent	intelligent	ADJ
fcis-18126	26	28	question	question	NOUN
fcis-18126	26	29	answering	answer	VERB
fcis-18126	26	30	systems	system	NOUN
fcis-18126	26	31	[	[	X
fcis-18126	26	32	5	5	NUM
fcis-18126	26	33	]	]	PUNCT
fcis-18126	26	34	.	.	PUNCT
fcis-18126	27	1	(	(	PUNCT
fcis-18126	27	2	1)nlp	1)nlp	NUM
fcis-18126	27	3	foundation	foundation	NOUN
fcis-18126	27	4	nlp	nlp	NOUN
fcis-18126	27	5	involves	involve	VERB
fcis-18126	27	6	many	many	ADJ
fcis-18126	27	7	tasks	task	NOUN
fcis-18126	27	8	,	,	PUNCT
fcis-18126	27	9	including	include	VERB
fcis-18126	27	10	lexical	lexical	ADJ
fcis-18126	27	11	analysis	analysis	NOUN
fcis-18126	27	12	,	,	PUNCT
fcis-18126	27	13	syntactic	syntactic	ADJ
fcis-18126	27	14	analysis	analysis	NOUN
fcis-18126	27	15	and	and	CCONJ
fcis-18126	27	16	semantic	semantic	ADJ
fcis-18126	27	17	understanding	understanding	NOUN
fcis-18126	27	18	.	.	PUNCT
fcis-18126	28	1	lexical	lexical	ADJ
fcis-18126	28	2	analysis	analysis	NOUN
fcis-18126	28	3	mainly	mainly	ADV
fcis-18126	28	4	deals	deal	VERB
fcis-18126	28	5	with	with	ADP
fcis-18126	28	6	lexical	lexical	ADJ
fcis-18126	28	7	problems	problem	NOUN
fcis-18126	28	8	,	,	PUNCT
fcis-18126	28	9	such	such	ADJ
fcis-18126	28	10	as	as	ADP
fcis-18126	28	11	word	word	NOUN
fcis-18126	28	12	segmentation	segmentation	NOUN
fcis-18126	28	13	and	and	CCONJ
fcis-18126	28	14	part	part	NOUN
fcis-18126	28	15	-	-	PUNCT
fcis-18126	28	16	of	of	ADP
fcis-18126	28	17	-	-	PUNCT
fcis-18126	28	18	speech	speech	NOUN
fcis-18126	28	19	tagging	tagging	NOUN
fcis-18126	28	20	[	[	X
fcis-18126	28	21	6	6	NUM
fcis-18126	28	22	]	]	PUNCT
fcis-18126	28	23	.	.	PUNCT
fcis-18126	29	1	syntactic	syntactic	ADJ
fcis-18126	29	2	analysis	analysis	NOUN
fcis-18126	29	3	focuses	focus	VERB
fcis-18126	29	4	on	on	ADP
fcis-18126	29	5	the	the	DET
fcis-18126	29	6	structural	structural	ADJ
fcis-18126	29	7	relationship	relationship	NOUN
fcis-18126	29	8	between	between	ADP
fcis-18126	29	9	words	word	NOUN
fcis-18126	29	10	in	in	ADP
fcis-18126	29	11	a	a	DET
fcis-18126	29	12	sentence	sentence	NOUN
fcis-18126	29	13	,	,	PUNCT
fcis-18126	29	14	such	such	ADJ
fcis-18126	29	15	as	as	ADP
fcis-18126	29	16	dependency	dependency	NOUN
fcis-18126	29	17	syntax	syntax	NOUN
fcis-18126	29	18	analysis	analysis	NOUN
fcis-18126	29	19	and	and	CCONJ
fcis-18126	29	20	phrase	phrase	NOUN
fcis-18126	29	21	structure	structure	NOUN
fcis-18126	29	22	analysis	analysis	NOUN
fcis-18126	29	23	.	.	PUNCT
fcis-18126	30	1	semantic	semantic	ADJ
fcis-18126	30	2	understanding	understanding	NOUN
fcis-18126	30	3	aims	aim	VERB
fcis-18126	30	4	to	to	PART
fcis-18126	30	5	capture	capture	VERB
fcis-18126	30	6	the	the	DET
fcis-18126	30	7	deep	deep	ADJ
fcis-18126	30	8	meaning	meaning	NOUN
fcis-18126	30	9	of	of	ADP
fcis-18126	30	10	the	the	DET
fcis-18126	30	11	text	text	NOUN
fcis-18126	30	12	,	,	PUNCT
fcis-18126	30	13	including	include	VERB
fcis-18126	30	14	named	name	VERB
fcis-18126	30	15	entity	entity	NOUN
fcis-18126	30	16	recognition	recognition	NOUN
fcis-18126	30	17	,	,	PUNCT
fcis-18126	30	18	emotion	emotion	NOUN
fcis-18126	30	19	analysis	analysis	NOUN
fcis-18126	30	20	,	,	PUNCT
fcis-18126	30	21	semantic	semantic	ADJ
fcis-18126	30	22	role	role	NOUN
fcis-18126	30	23	labeling	labeling	NOUN
fcis-18126	30	24	and	and	CCONJ
fcis-18126	30	25	so	so	ADV
fcis-18126	30	26	on	on	ADV
fcis-18126	30	27	.	.	PUNCT
fcis-18126	31	1	in	in	ADP
fcis-18126	31	2	nlp	nlp	NOUN
fcis-18126	31	3	,	,	PUNCT
fcis-18126	31	4	text	text	NOUN
fcis-18126	31	5	is	be	AUX
fcis-18126	31	6	usually	usually	ADV
fcis-18126	31	7	represented	represent	VERB
fcis-18126	31	8	as	as	ADP
fcis-18126	31	9	a	a	DET
fcis-18126	31	10	vector	vector	NOUN
fcis-18126	31	11	or	or	CCONJ
fcis-18126	31	12	matrix	matrix	NOUN
fcis-18126	31	13	so	so	SCONJ
fcis-18126	31	14	that	that	SCONJ
fcis-18126	31	15	the	the	DET
fcis-18126	31	16	machine	machine	NOUN
fcis-18126	31	17	learning	learning	NOUN
fcis-18126	31	18	model	model	NOUN
fcis-18126	31	19	can	can	AUX
fcis-18126	31	20	handle	handle	VERB
fcis-18126	31	21	it	it	PRON
fcis-18126	31	22	.	.	PUNCT
fcis-18126	32	1	bag	bag	NOUN
fcis-18126	32	2	model	model	NOUN
fcis-18126	32	3	and	and	CCONJ
fcis-18126	32	4	tf	tf	PROPN
fcis-18126	32	5	-	-	PUNCT
fcis-18126	32	6	idf	idf	ADJ
fcis-18126	32	7	(	(	PUNCT
fcis-18126	32	8	term	term	NOUN
fcis-18126	32	9	frequency	frequency	NOUN
fcis-18126	32	10	-	-	PUNCT
fcis-18126	32	11	inverse	inverse	NOUN
fcis-18126	32	12	document	document	NOUN
fcis-18126	32	13	frequency	frequency	NOUN
fcis-18126	32	14	)	)	PUNCT
fcis-18126	32	15	are	be	AUX
fcis-18126	32	16	two	two	NUM
fcis-18126	32	17	common	common	ADJ
fcis-18126	32	18	text	text	NOUN
fcis-18126	32	19	representation	representation	NOUN
fcis-18126	32	20	methods	method	NOUN
fcis-18126	32	21	.	.	PUNCT
fcis-18126	33	1	the	the	DET
fcis-18126	33	2	bag	bag	NOUN
fcis-18126	33	3	-	-	PUNCT
fcis-18126	33	4	of	of	ADP
fcis-18126	33	5	-	-	PUNCT
fcis-18126	33	6	words	word	NOUN
fcis-18126	33	7	model	model	NOUN
fcis-18126	33	8	regards	regard	VERB
fcis-18126	33	9	text	text	NOUN
fcis-18126	33	10	as	as	ADP
fcis-18126	33	11	a	a	DET
fcis-18126	33	12	collection	collection	NOUN
fcis-18126	33	13	of	of	ADP
fcis-18126	33	14	words	word	NOUN
fcis-18126	33	15	,	,	PUNCT
fcis-18126	33	16	ignoring	ignore	VERB
fcis-18126	33	17	the	the	DET
fcis-18126	33	18	order	order	NOUN
fcis-18126	33	19	and	and	CCONJ
fcis-18126	33	20	grammatical	grammatical	ADJ
fcis-18126	33	21	structure	structure	NOUN
fcis-18126	33	22	between	between	ADP
fcis-18126	33	23	words	word	NOUN
fcis-18126	33	24	.	.	PUNCT
fcis-18126	34	1	tf	tf	ADJ
fcis-18126	34	2	-	-	PUNCT
fcis-18126	34	3	idf	idf	NOUN
fcis-18126	34	4	measures	measure	VERB
fcis-18126	34	5	the	the	DET
fcis-18126	34	6	importance	importance	NOUN
fcis-18126	34	7	of	of	ADP
fcis-18126	34	8	vocabulary	vocabulary	NOUN
fcis-18126	34	9	by	by	ADP
fcis-18126	34	10	considering	consider	VERB
fcis-18126	34	11	the	the	DET
fcis-18126	34	12	frequency	frequency	NOUN
fcis-18126	34	13	of	of	ADP
fcis-18126	34	14	48	48	NUM
fcis-18126	34	15	vocabulary	vocabulary	NOUN
fcis-18126	34	16	in	in	ADP
fcis-18126	34	17	the	the	DET
fcis-18126	34	18	document	document	NOUN
fcis-18126	34	19	and	and	CCONJ
fcis-18126	34	20	the	the	DET
fcis-18126	34	21	frequency	frequency	NOUN
fcis-18126	34	22	of	of	ADP
fcis-18126	34	23	reverse	reverse	ADJ
fcis-18126	34	24	document	document	NOUN
fcis-18126	34	25	.	.	PUNCT
fcis-18126	35	1	(	(	PUNCT
fcis-18126	35	2	2	2	X
fcis-18126	35	3	)	)	PUNCT
fcis-18126	35	4	information	information	NOUN
fcis-18126	35	5	extraction	extraction	NOUN
fcis-18126	35	6	technology	technology	NOUN
fcis-18126	35	7	and	and	CCONJ
fcis-18126	35	8	method	method	VERB
fcis-18126	35	9	the	the	DET
fcis-18126	35	10	main	main	ADJ
fcis-18126	35	11	task	task	NOUN
fcis-18126	35	12	of	of	ADP
fcis-18126	35	13	information	information	NOUN
fcis-18126	35	14	extraction	extraction	NOUN
fcis-18126	35	15	is	be	AUX
fcis-18126	35	16	to	to	PART
fcis-18126	35	17	extract	extract	VERB
fcis-18126	35	18	structured	structured	ADJ
fcis-18126	35	19	information	information	NOUN
fcis-18126	35	20	units	unit	NOUN
fcis-18126	35	21	from	from	ADP
fcis-18126	35	22	unstructured	unstructured	ADJ
fcis-18126	35	23	texts	text	NOUN
fcis-18126	35	24	,	,	PUNCT
fcis-18126	35	25	such	such	ADJ
fcis-18126	35	26	as	as	ADP
fcis-18126	35	27	entities	entity	NOUN
fcis-18126	35	28	,	,	PUNCT
fcis-18126	35	29	relationships	relationship	NOUN
fcis-18126	35	30	,	,	PUNCT
fcis-18126	35	31	events	event	NOUN
fcis-18126	35	32	,	,	PUNCT
fcis-18126	35	33	etc	etc	X
fcis-18126	35	34	.	.	X
fcis-18126	36	1	[	[	X
fcis-18126	36	2	7	7	NUM
fcis-18126	36	3	]	]	PUNCT
fcis-18126	36	4	.	.	PUNCT
fcis-18126	37	1	named	name	VERB
fcis-18126	37	2	entity	entity	NOUN
fcis-18126	37	3	recognition	recognition	NOUN
fcis-18126	37	4	(	(	PUNCT
fcis-18126	37	5	ner	ner	NOUN
fcis-18126	37	6	)	)	PUNCT
fcis-18126	37	7	is	be	AUX
fcis-18126	37	8	a	a	DET
fcis-18126	37	9	key	key	ADJ
fcis-18126	37	10	step	step	NOUN
fcis-18126	37	11	in	in	ADP
fcis-18126	37	12	information	information	NOUN
fcis-18126	37	13	extraction	extraction	NOUN
fcis-18126	37	14	,	,	PUNCT
fcis-18126	37	15	which	which	PRON
fcis-18126	37	16	aims	aim	VERB
fcis-18126	37	17	to	to	PART
fcis-18126	37	18	identify	identify	VERB
fcis-18126	37	19	entities	entity	NOUN
fcis-18126	37	20	with	with	ADP
fcis-18126	37	21	specific	specific	ADJ
fcis-18126	37	22	meanings	meaning	NOUN
fcis-18126	37	23	in	in	ADP
fcis-18126	37	24	texts	text	NOUN
fcis-18126	37	25	,	,	PUNCT
fcis-18126	37	26	such	such	ADJ
fcis-18126	37	27	as	as	ADP
fcis-18126	37	28	names	name	NOUN
fcis-18126	37	29	of	of	ADP
fcis-18126	37	30	people	people	NOUN
fcis-18126	37	31	,	,	PUNCT
fcis-18126	37	32	places	place	NOUN
fcis-18126	37	33	and	and	CCONJ
fcis-18126	37	34	organizations	organization	NOUN
fcis-18126	37	35	.	.	PUNCT
fcis-18126	38	1	ner	ner	NOUN
fcis-18126	38	2	is	be	AUX
fcis-18126	38	3	usually	usually	ADV
fcis-18126	38	4	implemented	implement	VERB
fcis-18126	38	5	by	by	ADP
fcis-18126	38	6	rule	rule	NOUN
fcis-18126	38	7	-	-	PUNCT
fcis-18126	38	8	based	base	VERB
fcis-18126	38	9	,	,	PUNCT
fcis-18126	38	10	dictionary	dictionary	ADJ
fcis-18126	38	11	-	-	PUNCT
fcis-18126	38	12	based	base	VERB
fcis-18126	38	13	or	or	CCONJ
fcis-18126	38	14	machine	machine	NOUN
fcis-18126	38	15	learning	learning	NOUN
fcis-18126	38	16	-	-	PUNCT
fcis-18126	38	17	based	base	VERB
fcis-18126	38	18	methods	method	NOUN
fcis-18126	38	19	.	.	PUNCT
fcis-18126	39	1	with	with	ADP
fcis-18126	39	2	the	the	DET
fcis-18126	39	3	development	development	NOUN
fcis-18126	39	4	of	of	ADP
fcis-18126	39	5	deep	deep	ADJ
fcis-18126	39	6	learning	learning	NOUN
fcis-18126	39	7	,	,	PUNCT
fcis-18126	39	8	neural	neural	ADJ
fcis-18126	39	9	network	network	NOUN
fcis-18126	39	10	-	-	PUNCT
fcis-18126	39	11	based	base	VERB
fcis-18126	39	12	methods	method	NOUN
fcis-18126	39	13	,	,	PUNCT
fcis-18126	39	14	such	such	ADJ
fcis-18126	39	15	as	as	ADP
fcis-18126	39	16	bilstm	bilstm	NOUN
fcis-18126	39	17	-	-	PUNCT
fcis-18126	39	18	crf	crf	NOUN
fcis-18126	39	19	model	model	NOUN
fcis-18126	39	20	,	,	PUNCT
fcis-18126	39	21	have	have	AUX
fcis-18126	39	22	achieved	achieve	VERB
fcis-18126	39	23	remarkable	remarkable	ADJ
fcis-18126	39	24	performance	performance	NOUN
fcis-18126	39	25	improvement	improvement	NOUN
fcis-18126	39	26	on	on	ADP
fcis-18126	39	27	ner	ner	NOUN
fcis-18126	39	28	tasks	task	NOUN
fcis-18126	39	29	.	.	PUNCT
fcis-18126	40	1	relationship	relationship	NOUN
fcis-18126	40	2	extraction	extraction	NOUN
fcis-18126	40	3	is	be	AUX
fcis-18126	40	4	another	another	DET
fcis-18126	40	5	important	important	ADJ
fcis-18126	40	6	task	task	NOUN
fcis-18126	40	7	of	of	ADP
fcis-18126	40	8	information	information	NOUN
fcis-18126	40	9	extraction	extraction	NOUN
fcis-18126	40	10	,	,	PUNCT
fcis-18126	40	11	which	which	PRON
fcis-18126	40	12	aims	aim	VERB
fcis-18126	40	13	to	to	PART
fcis-18126	40	14	identify	identify	VERB
fcis-18126	40	15	the	the	DET
fcis-18126	40	16	relationship	relationship	NOUN
fcis-18126	40	17	between	between	ADP
fcis-18126	40	18	entities	entity	NOUN
fcis-18126	40	19	in	in	ADP
fcis-18126	40	20	the	the	DET
fcis-18126	40	21	text	text	NOUN
fcis-18126	40	22	.	.	PUNCT
fcis-18126	41	1	relationship	relationship	NOUN
fcis-18126	41	2	extraction	extraction	NOUN
fcis-18126	41	3	can	can	AUX
fcis-18126	41	4	be	be	AUX
fcis-18126	41	5	realized	realize	VERB
fcis-18126	41	6	by	by	ADP
fcis-18126	41	7	rule	rule	NOUN
fcis-18126	41	8	-	-	PUNCT
fcis-18126	41	9	based	base	VERB
fcis-18126	41	10	,	,	PUNCT
fcis-18126	41	11	template	template	NOUN
fcis-18126	41	12	-	-	PUNCT
fcis-18126	41	13	based	base	VERB
fcis-18126	41	14	or	or	CCONJ
fcis-18126	41	15	machine	machine	NOUN
fcis-18126	41	16	learning	learning	NOUN
fcis-18126	41	17	.	.	PUNCT
fcis-18126	42	1	in	in	ADP
fcis-18126	42	2	recent	recent	ADJ
fcis-18126	42	3	years	year	NOUN
fcis-18126	42	4	,	,	PUNCT
fcis-18126	42	5	relationship	relationship	NOUN
fcis-18126	42	6	extraction	extraction	NOUN
fcis-18126	42	7	methods	method	NOUN
fcis-18126	42	8	based	base	VERB
fcis-18126	42	9	on	on	ADP
fcis-18126	42	10	deep	deep	ADJ
fcis-18126	42	11	learning	learning	NOUN
fcis-18126	42	12	,	,	PUNCT
fcis-18126	42	13	such	such	ADJ
fcis-18126	42	14	as	as	ADP
fcis-18126	42	15	pcnn	pcnn	PROPN
fcis-18126	42	16	(	(	PUNCT
fcis-18126	42	17	piecewise	piecewise	NOUN
fcis-18126	42	18	convective	convective	ADJ
fcis-18126	42	19	neural	neural	ADJ
fcis-18126	42	20	networks	network	NOUN
fcis-18126	42	21	)	)	PUNCT
fcis-18126	42	22	and	and	CCONJ
fcis-18126	42	23	attention	attention	NOUN
fcis-18126	42	24	mechanism	mechanism	NOUN
fcis-18126	42	25	,	,	PUNCT
fcis-18126	42	26	have	have	AUX
fcis-18126	42	27	achieved	achieve	VERB
fcis-18126	42	28	excellent	excellent	ADJ
fcis-18126	42	29	performance	performance	NOUN
fcis-18126	42	30	in	in	ADP
fcis-18126	42	31	the	the	DET
fcis-18126	42	32	task	task	NOUN
fcis-18126	42	33	of	of	ADP
fcis-18126	42	34	relationship	relationship	NOUN
fcis-18126	42	35	extraction	extraction	NOUN
fcis-18126	42	36	.	.	PUNCT
fcis-18126	43	1	in	in	ADP
fcis-18126	43	2	addition	addition	NOUN
fcis-18126	43	3	,	,	PUNCT
fcis-18126	43	4	joint	joint	ADJ
fcis-18126	43	5	extraction	extraction	NOUN
fcis-18126	43	6	models	model	NOUN
fcis-18126	43	7	such	such	ADJ
fcis-18126	43	8	as	as	ADP
fcis-18126	43	9	casrel	casrel	NOUN
fcis-18126	43	10	(	(	PUNCT
fcis-18126	43	11	cascade	cascade	NOUN
fcis-18126	43	12	relation	relation	NOUN
fcis-18126	43	13	extraction	extraction	NOUN
fcis-18126	43	14	)	)	PUNCT
fcis-18126	43	15	can	can	AUX
fcis-18126	43	16	identify	identify	VERB
fcis-18126	43	17	entities	entity	NOUN
fcis-18126	43	18	and	and	CCONJ
fcis-18126	43	19	relationships	relationship	NOUN
fcis-18126	43	20	at	at	ADP
fcis-18126	43	21	the	the	DET
fcis-18126	43	22	same	same	ADJ
fcis-18126	43	23	time	time	NOUN
fcis-18126	43	24	,	,	PUNCT
fcis-18126	43	25	which	which	PRON
fcis-18126	43	26	improves	improve	VERB
fcis-18126	43	27	the	the	DET
fcis-18126	43	28	accuracy	accuracy	NOUN
fcis-18126	43	29	and	and	CCONJ
fcis-18126	43	30	efficiency	efficiency	NOUN
fcis-18126	43	31	of	of	ADP
fcis-18126	43	32	extraction	extraction	NOUN
fcis-18126	43	33	.	.	PUNCT
fcis-18126	44	1	(	(	PUNCT
fcis-18126	44	2	3	3	X
fcis-18126	44	3	)	)	PUNCT
fcis-18126	44	4	the	the	DET
fcis-18126	44	5	practical	practical	ADJ
fcis-18126	44	6	application	application	NOUN
fcis-18126	44	7	and	and	CCONJ
fcis-18126	44	8	challenge	challenge	NOUN
fcis-18126	44	9	of	of	ADP
fcis-18126	44	10	information	information	NOUN
fcis-18126	44	11	extraction	extraction	NOUN
fcis-18126	44	12	.	.	PUNCT
fcis-18126	45	1	information	information	NOUN
fcis-18126	45	2	extraction	extraction	NOUN
fcis-18126	45	3	technology	technology	NOUN
fcis-18126	45	4	is	be	AUX
fcis-18126	45	5	widely	widely	ADV
fcis-18126	45	6	used	use	VERB
fcis-18126	45	7	in	in	ADP
fcis-18126	45	8	many	many	ADJ
fcis-18126	45	9	fields	field	NOUN
fcis-18126	45	10	,	,	PUNCT
fcis-18126	45	11	such	such	ADJ
fcis-18126	45	12	as	as	ADP
fcis-18126	45	13	intelligent	intelligent	ADJ
fcis-18126	45	14	question	question	NOUN
fcis-18126	45	15	answering	answering	NOUN
fcis-18126	45	16	,	,	PUNCT
fcis-18126	45	17	semantic	semantic	ADJ
fcis-18126	45	18	search	search	NOUN
fcis-18126	45	19	,	,	PUNCT
fcis-18126	45	20	bioinformatics	bioinformatics	NOUN
fcis-18126	45	21	,	,	PUNCT
fcis-18126	45	22	enterprise	enterprise	NOUN
fcis-18126	45	23	knowledge	knowledge	NOUN
fcis-18126	45	24	management	management	NOUN
fcis-18126	45	25	,	,	PUNCT
fcis-18126	45	26	etc	etc	X
fcis-18126	45	27	.	.	X
fcis-18126	46	1	in	in	ADP
fcis-18126	46	2	intelligent	intelligent	ADJ
fcis-18126	46	3	question	question	NOUN
fcis-18126	46	4	answering	answer	VERB
fcis-18126	46	5	system	system	NOUN
fcis-18126	46	6	,	,	PUNCT
fcis-18126	46	7	information	information	NOUN
fcis-18126	46	8	extraction	extraction	NOUN
fcis-18126	46	9	technology	technology	NOUN
fcis-18126	46	10	can	can	AUX
fcis-18126	46	11	extract	extract	VERB
fcis-18126	46	12	answers	answer	NOUN
fcis-18126	46	13	or	or	CCONJ
fcis-18126	46	14	evidence	evidence	NOUN
fcis-18126	46	15	related	relate	VERB
fcis-18126	46	16	to	to	ADP
fcis-18126	46	17	questions	question	NOUN
fcis-18126	46	18	from	from	ADP
fcis-18126	46	19	a	a	DET
fcis-18126	46	20	large	large	ADJ
fcis-18126	46	21	number	number	NOUN
fcis-18126	46	22	of	of	ADP
fcis-18126	46	23	documents	document	NOUN
fcis-18126	46	24	;	;	PUNCT
fcis-18126	46	25	in	in	ADP
fcis-18126	46	26	semantic	semantic	ADJ
fcis-18126	46	27	search	search	NOUN
fcis-18126	46	28	,	,	PUNCT
fcis-18126	46	29	information	information	NOUN
fcis-18126	46	30	extraction	extraction	NOUN
fcis-18126	46	31	technology	technology	NOUN
fcis-18126	46	32	can	can	AUX
fcis-18126	46	33	help	help	VERB
fcis-18126	46	34	users	user	NOUN
fcis-18126	46	35	find	find	VERB
fcis-18126	46	36	the	the	DET
fcis-18126	46	37	information	information	NOUN
fcis-18126	46	38	they	they	PRON
fcis-18126	46	39	need	need	VERB
fcis-18126	46	40	more	more	ADV
fcis-18126	46	41	accurately	accurately	ADV
fcis-18126	46	42	;	;	PUNCT
fcis-18126	46	43	in	in	ADP
fcis-18126	46	44	bioinformatics	bioinformatics	NOUN
fcis-18126	46	45	,	,	PUNCT
fcis-18126	46	46	information	information	NOUN
fcis-18126	46	47	extraction	extraction	NOUN
fcis-18126	46	48	technology	technology	NOUN
fcis-18126	46	49	can	can	AUX
fcis-18126	46	50	extract	extract	VERB
fcis-18126	46	51	knowledge	knowledge	NOUN
fcis-18126	46	52	such	such	ADJ
fcis-18126	46	53	as	as	ADP
fcis-18126	46	54	protein	protein	NOUN
fcis-18126	46	55	relation	relation	NOUN
fcis-18126	46	56	and	and	CCONJ
fcis-18126	46	57	gene	gene	NOUN
fcis-18126	46	58	function	function	NOUN
fcis-18126	46	59	from	from	ADP
fcis-18126	46	60	biomedical	biomedical	ADJ
fcis-18126	46	61	literature	literature	NOUN
fcis-18126	46	62	.	.	PUNCT
fcis-18126	47	1	in	in	ADP
fcis-18126	47	2	enterprise	enterprise	NOUN
fcis-18126	47	3	knowledge	knowledge	NOUN
fcis-18126	47	4	management	management	NOUN
fcis-18126	47	5	,	,	PUNCT
fcis-18126	47	6	information	information	NOUN
fcis-18126	47	7	extraction	extraction	NOUN
fcis-18126	47	8	technology	technology	NOUN
fcis-18126	47	9	can	can	AUX
fcis-18126	47	10	help	help	VERB
fcis-18126	47	11	enterprises	enterprise	NOUN
fcis-18126	47	12	build	build	VERB
fcis-18126	47	13	internal	internal	ADJ
fcis-18126	47	14	knowledge	knowledge	NOUN
fcis-18126	47	15	system	system	NOUN
fcis-18126	47	16	and	and	CCONJ
fcis-18126	47	17	improve	improve	VERB
fcis-18126	47	18	the	the	DET
fcis-18126	47	19	work	work	NOUN
fcis-18126	47	20	efficiency	efficiency	NOUN
fcis-18126	47	21	of	of	ADP
fcis-18126	47	22	employees	employee	NOUN
fcis-18126	47	23	.	.	PUNCT
fcis-18126	48	1	however	however	ADV
fcis-18126	48	2	,	,	PUNCT
fcis-18126	48	3	information	information	NOUN
fcis-18126	48	4	extraction	extraction	NOUN
fcis-18126	48	5	technology	technology	NOUN
fcis-18126	48	6	also	also	ADV
fcis-18126	48	7	faces	face	VERB
fcis-18126	48	8	some	some	DET
fcis-18126	48	9	challenges	challenge	NOUN
fcis-18126	48	10	and	and	CCONJ
fcis-18126	48	11	problems	problem	NOUN
fcis-18126	48	12	.	.	PUNCT
fcis-18126	49	1	first	first	ADV
fcis-18126	49	2	of	of	ADP
fcis-18126	49	3	all	all	PRON
fcis-18126	49	4	,	,	PUNCT
fcis-18126	49	5	how	how	SCONJ
fcis-18126	49	6	to	to	PART
fcis-18126	49	7	improve	improve	VERB
fcis-18126	49	8	the	the	DET
fcis-18126	49	9	accuracy	accuracy	NOUN
fcis-18126	49	10	and	and	CCONJ
fcis-18126	49	11	efficiency	efficiency	NOUN
fcis-18126	49	12	of	of	ADP
fcis-18126	49	13	extraction	extraction	NOUN
fcis-18126	49	14	when	when	SCONJ
fcis-18126	49	15	dealing	deal	VERB
fcis-18126	49	16	with	with	ADP
fcis-18126	49	17	complex	complex	ADJ
fcis-18126	49	18	texts	text	NOUN
fcis-18126	49	19	is	be	AUX
fcis-18126	49	20	a	a	DET
fcis-18126	49	21	key	key	ADJ
fcis-18126	49	22	issue	issue	NOUN
fcis-18126	49	23	.	.	PUNCT
fcis-18126	50	1	to	to	PART
fcis-18126	50	2	solve	solve	VERB
fcis-18126	50	3	this	this	DET
fcis-18126	50	4	problem	problem	NOUN
fcis-18126	50	5	,	,	PUNCT
fcis-18126	50	6	researchers	researcher	NOUN
fcis-18126	50	7	put	put	VERB
fcis-18126	50	8	forward	forward	ADV
fcis-18126	50	9	various	various	ADJ
fcis-18126	50	10	optimization	optimization	NOUN
fcis-18126	50	11	methods	method	NOUN
fcis-18126	50	12	and	and	CCONJ
fcis-18126	50	13	techniques	technique	NOUN
fcis-18126	50	14	,	,	PUNCT
fcis-18126	50	15	such	such	ADJ
fcis-18126	50	16	as	as	ADP
fcis-18126	50	17	using	use	VERB
fcis-18126	50	18	deep	deep	ADJ
fcis-18126	50	19	learning	learning	NOUN
fcis-18126	50	20	model	model	NOUN
fcis-18126	50	21	to	to	PART
fcis-18126	50	22	capture	capture	VERB
fcis-18126	50	23	the	the	DET
fcis-18126	50	24	deep	deep	ADJ
fcis-18126	50	25	features	feature	NOUN
fcis-18126	50	26	in	in	ADP
fcis-18126	50	27	the	the	DET
fcis-18126	50	28	text	text	NOUN
fcis-18126	50	29	and	and	CCONJ
fcis-18126	50	30	using	use	VERB
fcis-18126	50	31	attention	attention	NOUN
fcis-18126	50	32	mechanism	mechanism	NOUN
fcis-18126	50	33	to	to	PART
fcis-18126	50	34	pay	pay	VERB
fcis-18126	50	35	attention	attention	NOUN
fcis-18126	50	36	to	to	ADP
fcis-18126	50	37	important	important	ADJ
fcis-18126	50	38	information	information	NOUN
fcis-18126	50	39	.	.	PUNCT
fcis-18126	51	1	secondly	secondly	ADV
fcis-18126	51	2	,	,	PUNCT
fcis-18126	51	3	how	how	SCONJ
fcis-18126	51	4	to	to	PART
fcis-18126	51	5	effectively	effectively	ADV
fcis-18126	51	6	use	use	VERB
fcis-18126	51	7	external	external	ADJ
fcis-18126	51	8	knowledge	knowledge	NOUN
fcis-18126	51	9	and	and	CCONJ
fcis-18126	51	10	prior	prior	ADJ
fcis-18126	51	11	information	information	NOUN
fcis-18126	51	12	to	to	PART
fcis-18126	51	13	improve	improve	VERB
fcis-18126	51	14	the	the	DET
fcis-18126	51	15	extraction	extraction	NOUN
fcis-18126	51	16	performance	performance	NOUN
fcis-18126	51	17	is	be	AUX
fcis-18126	51	18	also	also	ADV
fcis-18126	51	19	a	a	DET
fcis-18126	51	20	problem	problem	NOUN
fcis-18126	51	21	worth	worth	ADJ
fcis-18126	51	22	studying	study	VERB
fcis-18126	51	23	.	.	PUNCT
fcis-18126	52	1	in	in	ADP
fcis-18126	52	2	order	order	NOUN
fcis-18126	52	3	to	to	PART
fcis-18126	52	4	solve	solve	VERB
fcis-18126	52	5	this	this	DET
fcis-18126	52	6	problem	problem	NOUN
fcis-18126	52	7	,	,	PUNCT
fcis-18126	52	8	researchers	researcher	NOUN
fcis-18126	52	9	try	try	VERB
fcis-18126	52	10	to	to	PART
fcis-18126	52	11	introduce	introduce	VERB
fcis-18126	52	12	external	external	ADJ
fcis-18126	52	13	knowledge	knowledge	NOUN
fcis-18126	52	14	base	base	NOUN
fcis-18126	52	15	or	or	CCONJ
fcis-18126	52	16	pre	pre	ADJ
fcis-18126	52	17	-	-	ADJ
fcis-18126	52	18	trained	train	VERB
fcis-18126	52	19	language	language	NOUN
fcis-18126	52	20	model	model	NOUN
fcis-18126	52	21	into	into	ADP
fcis-18126	52	22	the	the	DET
fcis-18126	52	23	information	information	NOUN
fcis-18126	52	24	extraction	extraction	NOUN
fcis-18126	52	25	process	process	NOUN
fcis-18126	52	26	to	to	PART
fcis-18126	52	27	provide	provide	VERB
fcis-18126	52	28	richer	rich	ADJ
fcis-18126	52	29	semantic	semantic	ADJ
fcis-18126	52	30	information	information	NOUN
fcis-18126	52	31	.	.	PUNCT
fcis-18126	53	1	finally	finally	ADV
fcis-18126	53	2	,	,	PUNCT
fcis-18126	53	3	how	how	SCONJ
fcis-18126	53	4	to	to	PART
fcis-18126	53	5	build	build	VERB
fcis-18126	53	6	a	a	DET
fcis-18126	53	7	largescale	largescale	NOUN
fcis-18126	53	8	and	and	CCONJ
fcis-18126	53	9	high	high	ADJ
fcis-18126	53	10	-	-	PUNCT
fcis-18126	53	11	quality	quality	NOUN
fcis-18126	53	12	training	training	NOUN
fcis-18126	53	13	data	datum	NOUN
fcis-18126	53	14	set	set	VERB
fcis-18126	53	15	is	be	AUX
fcis-18126	53	16	also	also	ADV
fcis-18126	53	17	a	a	DET
fcis-18126	53	18	challenging	challenging	ADJ
fcis-18126	53	19	problem	problem	NOUN
fcis-18126	53	20	.	.	PUNCT
fcis-18126	54	1	3	3	X
fcis-18126	54	2	.	.	X
fcis-18126	54	3	knowledge	knowledge	NOUN
fcis-18126	54	4	map	map	NOUN
fcis-18126	54	5	construction	construction	NOUN
fcis-18126	54	6	knowledge	knowledge	NOUN
fcis-18126	54	7	map	map	NOUN
fcis-18126	54	8	is	be	AUX
fcis-18126	54	9	a	a	DET
fcis-18126	54	10	semantic	semantic	ADJ
fcis-18126	54	11	network	network	NOUN
fcis-18126	54	12	that	that	PRON
fcis-18126	54	13	graphically	graphically	ADV
fcis-18126	54	14	represents	represent	VERB
fcis-18126	54	15	entities	entity	NOUN
fcis-18126	54	16	and	and	CCONJ
fcis-18126	54	17	their	their	PRON
fcis-18126	54	18	relationships	relationship	NOUN
fcis-18126	54	19	.	.	PUNCT
fcis-18126	55	1	by	by	ADP
fcis-18126	55	2	constructing	construct	VERB
fcis-18126	55	3	knowledge	knowledge	NOUN
fcis-18126	55	4	map	map	NOUN
fcis-18126	55	5	,	,	PUNCT
fcis-18126	55	6	we	we	PRON
fcis-18126	55	7	can	can	AUX
fcis-18126	55	8	systematically	systematically	ADV
fcis-18126	55	9	organize	organize	VERB
fcis-18126	55	10	,	,	PUNCT
fcis-18126	55	11	understand	understand	VERB
fcis-18126	55	12	and	and	CCONJ
fcis-18126	55	13	share	share	NOUN
fcis-18126	55	14	domain	domain	NOUN
fcis-18126	55	15	knowledge	knowledge	NOUN
fcis-18126	55	16	,	,	PUNCT
fcis-18126	55	17	and	and	CCONJ
fcis-18126	55	18	then	then	ADV
fcis-18126	55	19	support	support	VERB
fcis-18126	55	20	advanced	advanced	ADJ
fcis-18126	55	21	applications	application	NOUN
fcis-18126	55	22	such	such	ADJ
fcis-18126	55	23	as	as	ADP
fcis-18126	55	24	intelligent	intelligent	ADJ
fcis-18126	55	25	question	question	NOUN
fcis-18126	55	26	answering	answering	NOUN
fcis-18126	55	27	,	,	PUNCT
fcis-18126	55	28	recommendation	recommendation	NOUN
fcis-18126	55	29	system	system	NOUN
fcis-18126	55	30	and	and	CCONJ
fcis-18126	55	31	semantic	semantic	ADJ
fcis-18126	55	32	search	search	NOUN
fcis-18126	55	33	.	.	PUNCT
fcis-18126	56	1	this	this	DET
fcis-18126	56	2	section	section	NOUN
fcis-18126	56	3	will	will	AUX
fcis-18126	56	4	introduce	introduce	VERB
fcis-18126	56	5	the	the	DET
fcis-18126	56	6	construction	construction	NOUN
fcis-18126	56	7	process	process	NOUN
fcis-18126	56	8	of	of	ADP
fcis-18126	56	9	knowledge	knowledge	NOUN
fcis-18126	56	10	map	map	NOUN
fcis-18126	56	11	in	in	ADP
fcis-18126	56	12	detail	detail	NOUN
fcis-18126	56	13	,	,	PUNCT
fcis-18126	56	14	and	and	CCONJ
fcis-18126	56	15	interspersed	intersperse	VERB
fcis-18126	56	16	with	with	ADP
fcis-18126	56	17	relevant	relevant	ADJ
fcis-18126	56	18	formulas	formula	NOUN
fcis-18126	56	19	to	to	PART
fcis-18126	56	20	illustrate	illustrate	VERB
fcis-18126	56	21	the	the	DET
fcis-18126	56	22	key	key	ADJ
fcis-18126	56	23	technologies	technology	NOUN
fcis-18126	56	24	.	.	PUNCT
fcis-18126	57	1	(	(	PUNCT
fcis-18126	57	2	1	1	X
fcis-18126	57	3	)	)	PUNCT
fcis-18126	57	4	construction	construction	NOUN
fcis-18126	57	5	process	process	NOUN
fcis-18126	57	6	of	of	ADP
fcis-18126	57	7	knowledge	knowledge	NOUN
fcis-18126	57	8	map	map	VERB
fcis-18126	57	9	the	the	DET
fcis-18126	57	10	construction	construction	NOUN
fcis-18126	57	11	of	of	ADP
fcis-18126	57	12	knowledge	knowledge	NOUN
fcis-18126	57	13	map	map	NOUN
fcis-18126	57	14	usually	usually	ADV
fcis-18126	57	15	includes	include	VERB
fcis-18126	57	16	the	the	DET
fcis-18126	57	17	following	follow	VERB
fcis-18126	57	18	steps	step	NOUN
fcis-18126	57	19	:	:	PUNCT
fcis-18126	57	20	data	datum	NOUN
fcis-18126	57	21	collection	collection	NOUN
fcis-18126	57	22	and	and	CCONJ
fcis-18126	57	23	preprocessing	preprocessing	NOUN
fcis-18126	57	24	,	,	PUNCT
fcis-18126	57	25	entity	entity	NOUN
fcis-18126	57	26	identification	identification	NOUN
fcis-18126	57	27	and	and	CCONJ
fcis-18126	57	28	linking	linking	NOUN
fcis-18126	57	29	,	,	PUNCT
fcis-18126	57	30	relationship	relationship	NOUN
fcis-18126	57	31	extraction	extraction	NOUN
fcis-18126	57	32	,	,	PUNCT
fcis-18126	57	33	map	map	VERB
fcis-18126	57	34	construction	construction	NOUN
fcis-18126	57	35	and	and	CCONJ
fcis-18126	57	36	query	query	NOUN
fcis-18126	58	1	[	[	X
fcis-18126	58	2	9	9	NUM
fcis-18126	58	3	]	]	PUNCT
fcis-18126	58	4	.	.	PUNCT
fcis-18126	59	1	in	in	ADP
fcis-18126	59	2	the	the	DET
fcis-18126	59	3	data	data	NOUN
fcis-18126	59	4	collection	collection	NOUN
fcis-18126	59	5	stage	stage	NOUN
fcis-18126	59	6	,	,	PUNCT
fcis-18126	59	7	it	it	PRON
fcis-18126	59	8	is	be	AUX
fcis-18126	59	9	necessary	necessary	ADJ
fcis-18126	59	10	to	to	PART
fcis-18126	59	11	obtain	obtain	VERB
fcis-18126	59	12	the	the	DET
fcis-18126	59	13	original	original	ADJ
fcis-18126	59	14	data	datum	NOUN
fcis-18126	59	15	from	from	ADP
fcis-18126	59	16	various	various	ADJ
fcis-18126	59	17	sources	source	NOUN
fcis-18126	59	18	(	(	PUNCT
fcis-18126	59	19	such	such	ADJ
fcis-18126	59	20	as	as	ADP
fcis-18126	59	21	text	text	NOUN
fcis-18126	59	22	,	,	PUNCT
fcis-18126	59	23	database	database	NOUN
fcis-18126	59	24	,	,	PUNCT
fcis-18126	59	25	images	image	NOUN
fcis-18126	59	26	,	,	PUNCT
fcis-18126	59	27	etc	etc	X
fcis-18126	59	28	.	.	X
fcis-18126	59	29	)	)	PUNCT
fcis-18126	59	30	and	and	CCONJ
fcis-18126	59	31	carry	carry	VERB
fcis-18126	59	32	out	out	ADP
fcis-18126	59	33	preprocessing	preprocesse	VERB
fcis-18126	59	34	operations	operation	NOUN
fcis-18126	59	35	such	such	ADJ
fcis-18126	59	36	as	as	ADP
fcis-18126	59	37	cleaning	cleaning	NOUN
fcis-18126	59	38	,	,	PUNCT
fcis-18126	59	39	deduplication	deduplication	NOUN
fcis-18126	59	40	and	and	CCONJ
fcis-18126	59	41	formatting	formatting	NOUN
fcis-18126	59	42	.	.	PUNCT
fcis-18126	60	1	entity	entity	NOUN
fcis-18126	60	2	identification	identification	NOUN
fcis-18126	60	3	and	and	CCONJ
fcis-18126	60	4	linking	link	VERB
fcis-18126	60	5	is	be	AUX
fcis-18126	60	6	one	one	NUM
fcis-18126	60	7	of	of	ADP
fcis-18126	60	8	the	the	DET
fcis-18126	60	9	key	key	ADJ
fcis-18126	60	10	steps	step	NOUN
fcis-18126	60	11	in	in	ADP
fcis-18126	60	12	the	the	DET
fcis-18126	60	13	construction	construction	NOUN
fcis-18126	60	14	of	of	ADP
fcis-18126	60	15	knowledge	knowledge	NOUN
fcis-18126	60	16	map	map	NOUN
fcis-18126	60	17	,	,	PUNCT
fcis-18126	60	18	aiming	aim	VERB
fcis-18126	60	19	at	at	ADP
fcis-18126	60	20	identifying	identify	VERB
fcis-18126	60	21	entities	entity	NOUN
fcis-18126	60	22	with	with	ADP
fcis-18126	60	23	specific	specific	ADJ
fcis-18126	60	24	meanings	meaning	NOUN
fcis-18126	60	25	from	from	ADP
fcis-18126	60	26	texts	text	NOUN
fcis-18126	60	27	and	and	CCONJ
fcis-18126	60	28	linking	link	VERB
fcis-18126	60	29	them	they	PRON
fcis-18126	60	30	to	to	ADP
fcis-18126	60	31	corresponding	correspond	VERB
fcis-18126	60	32	knowledge	knowledge	NOUN
fcis-18126	60	33	bases	basis	NOUN
fcis-18126	60	34	or	or	CCONJ
fcis-18126	60	35	ontologies	ontology	NOUN
fcis-18126	60	36	.	.	PUNCT
fcis-18126	61	1	relationship	relationship	NOUN
fcis-18126	61	2	extraction	extraction	NOUN
fcis-18126	61	3	focuses	focus	VERB
fcis-18126	61	4	on	on	ADP
fcis-18126	61	5	extracting	extract	VERB
fcis-18126	61	6	the	the	DET
fcis-18126	61	7	relationship	relationship	NOUN
fcis-18126	61	8	between	between	ADP
fcis-18126	61	9	entities	entity	NOUN
fcis-18126	61	10	from	from	ADP
fcis-18126	61	11	the	the	DET
fcis-18126	61	12	text	text	NOUN
fcis-18126	61	13	to	to	PART
fcis-18126	61	14	form	form	VERB
fcis-18126	61	15	a	a	DET
fcis-18126	61	16	structured	structured	ADJ
fcis-18126	61	17	knowledge	knowledge	NOUN
fcis-18126	61	18	representation	representation	NOUN
fcis-18126	61	19	.	.	PUNCT
fcis-18126	62	1	finally	finally	ADV
fcis-18126	62	2	,	,	PUNCT
fcis-18126	62	3	in	in	ADP
fcis-18126	62	4	the	the	DET
fcis-18126	62	5	graph	graph	NOUN
fcis-18126	62	6	construction	construction	NOUN
fcis-18126	62	7	and	and	CCONJ
fcis-18126	62	8	query	query	NOUN
fcis-18126	62	9	stage	stage	NOUN
fcis-18126	62	10	,	,	PUNCT
fcis-18126	62	11	the	the	DET
fcis-18126	62	12	extracted	extract	VERB
fcis-18126	62	13	entities	entity	NOUN
fcis-18126	62	14	and	and	CCONJ
fcis-18126	62	15	relationships	relationship	NOUN
fcis-18126	62	16	are	be	AUX
fcis-18126	62	17	integrated	integrate	VERB
fcis-18126	62	18	into	into	ADP
fcis-18126	62	19	a	a	DET
fcis-18126	62	20	graphical	graphical	ADJ
fcis-18126	62	21	data	data	NOUN
fcis-18126	62	22	structure	structure	NOUN
fcis-18126	62	23	,	,	PUNCT
fcis-18126	62	24	and	and	CCONJ
fcis-18126	62	25	an	an	DET
fcis-18126	62	26	efficient	efficient	ADJ
fcis-18126	62	27	query	query	NOUN
fcis-18126	62	28	and	and	CCONJ
fcis-18126	62	29	reasoning	reasoning	NOUN
fcis-18126	62	30	mechanism	mechanism	NOUN
fcis-18126	62	31	is	be	AUX
fcis-18126	62	32	provided	provide	VERB
fcis-18126	62	33	.	.	PUNCT
fcis-18126	63	1	(	(	PUNCT
fcis-18126	63	2	2	2	X
fcis-18126	63	3	)	)	PUNCT
fcis-18126	63	4	entity	entity	NOUN
fcis-18126	63	5	identification	identification	NOUN
fcis-18126	63	6	and	and	CCONJ
fcis-18126	63	7	linking	link	VERB
fcis-18126	63	8	entity	entity	NOUN
fcis-18126	63	9	recognition	recognition	NOUN
fcis-18126	63	10	is	be	AUX
fcis-18126	63	11	one	one	NUM
fcis-18126	63	12	of	of	ADP
fcis-18126	63	13	the	the	DET
fcis-18126	63	14	basic	basic	ADJ
fcis-18126	63	15	tasks	task	NOUN
fcis-18126	63	16	of	of	ADP
fcis-18126	63	17	knowledge	knowledge	NOUN
fcis-18126	63	18	map	map	NOUN
fcis-18126	63	19	construction	construction	NOUN
fcis-18126	63	20	,	,	PUNCT
fcis-18126	63	21	and	and	CCONJ
fcis-18126	63	22	its	its	PRON
fcis-18126	63	23	goal	goal	NOUN
fcis-18126	63	24	is	be	AUX
fcis-18126	63	25	to	to	PART
fcis-18126	63	26	identify	identify	VERB
fcis-18126	63	27	named	name	VERB
fcis-18126	63	28	entities	entity	NOUN
fcis-18126	63	29	(	(	PUNCT
fcis-18126	63	30	such	such	ADJ
fcis-18126	63	31	as	as	ADP
fcis-18126	63	32	names	name	NOUN
fcis-18126	63	33	of	of	ADP
fcis-18126	63	34	people	people	NOUN
fcis-18126	63	35	,	,	PUNCT
fcis-18126	63	36	places	place	NOUN
fcis-18126	63	37	,	,	PUNCT
fcis-18126	63	38	organizations	organization	NOUN
fcis-18126	63	39	,	,	PUNCT
fcis-18126	63	40	etc	etc	X
fcis-18126	63	41	.	.	X
fcis-18126	63	42	)	)	PUNCT
fcis-18126	63	43	in	in	ADP
fcis-18126	63	44	texts	text	NOUN
fcis-18126	63	45	,	,	PUNCT
fcis-18126	63	46	and	and	CCONJ
fcis-18126	63	47	to	to	PART
fcis-18126	63	48	classify	classify	VERB
fcis-18126	63	49	and	and	CCONJ
fcis-18126	63	50	standardize	standardize	VERB
fcis-18126	63	51	them	they	PRON
fcis-18126	63	52	.	.	PUNCT
fcis-18126	64	1	common	common	ADJ
fcis-18126	64	2	entity	entity	NOUN
fcis-18126	64	3	recognition	recognition	NOUN
fcis-18126	64	4	methods	method	NOUN
fcis-18126	64	5	include	include	VERB
fcis-18126	64	6	rule	rule	NOUN
fcis-18126	64	7	-	-	PUNCT
fcis-18126	64	8	based	base	VERB
fcis-18126	64	9	method	method	NOUN
fcis-18126	64	10	,	,	PUNCT
fcis-18126	64	11	statistical	statistical	ADJ
fcis-18126	64	12	method	method	NOUN
fcis-18126	64	13	and	and	CCONJ
fcis-18126	64	14	deep	deep	ADJ
fcis-18126	64	15	learning	learning	NOUN
fcis-18126	64	16	method	method	NOUN
fcis-18126	64	17	[	[	X
fcis-18126	64	18	10	10	NUM
fcis-18126	64	19	]	]	PUNCT
fcis-18126	64	20	.	.	PUNCT
fcis-18126	65	1	rule	rule	NOUN
fcis-18126	65	2	-	-	PUNCT
fcis-18126	65	3	based	base	VERB
fcis-18126	65	4	methods	method	NOUN
fcis-18126	65	5	usually	usually	ADV
fcis-18126	65	6	rely	rely	VERB
fcis-18126	65	7	on	on	ADP
fcis-18126	65	8	hand	hand	NOUN
fcis-18126	65	9	-	-	PUNCT
fcis-18126	65	10	written	write	VERB
fcis-18126	65	11	rules	rule	NOUN
fcis-18126	65	12	and	and	CCONJ
fcis-18126	65	13	dictionaries	dictionary	NOUN
fcis-18126	65	14	,	,	PUNCT
fcis-18126	65	15	which	which	PRON
fcis-18126	65	16	are	be	AUX
fcis-18126	65	17	suitable	suitable	ADJ
fcis-18126	65	18	for	for	ADP
fcis-18126	65	19	entity	entity	NOUN
fcis-18126	65	20	recognition	recognition	NOUN
fcis-18126	65	21	tasks	task	NOUN
fcis-18126	65	22	in	in	ADP
fcis-18126	65	23	specific	specific	ADJ
fcis-18126	65	24	fields	field	NOUN
fcis-18126	65	25	or	or	CCONJ
fcis-18126	65	26	scenarios	scenario	NOUN
fcis-18126	65	27	.	.	PUNCT
fcis-18126	66	1	the	the	DET
fcis-18126	66	2	method	method	NOUN
fcis-18126	66	3	based	base	VERB
fcis-18126	66	4	on	on	ADP
fcis-18126	66	5	statistics	statistic	NOUN
fcis-18126	66	6	uses	use	VERB
fcis-18126	66	7	machine	machine	NOUN
fcis-18126	66	8	learning	learn	VERB
fcis-18126	66	9	algorithm	algorithm	NOUN
fcis-18126	66	10	to	to	PART
fcis-18126	66	11	learn	learn	VERB
fcis-18126	66	12	the	the	DET
fcis-18126	66	13	model	model	NOUN
fcis-18126	66	14	of	of	ADP
fcis-18126	66	15	entity	entity	NOUN
fcis-18126	66	16	recognition	recognition	NOUN
fcis-18126	66	17	from	from	ADP
fcis-18126	66	18	labeled	label	VERB
fcis-18126	66	19	data	datum	NOUN
fcis-18126	66	20	,	,	PUNCT
fcis-18126	66	21	which	which	PRON
fcis-18126	66	22	has	have	VERB
fcis-18126	66	23	good	good	ADJ
fcis-18126	66	24	universality	universality	NOUN
fcis-18126	66	25	and	and	CCONJ
fcis-18126	66	26	expansibility	expansibility	NOUN
fcis-18126	66	27	.	.	PUNCT
fcis-18126	67	1	deep	deep	ADJ
fcis-18126	67	2	learning	learning	NOUN
fcis-18126	67	3	method	method	NOUN
fcis-18126	67	4	automatically	automatically	ADV
fcis-18126	67	5	extracts	extract	VERB
fcis-18126	67	6	text	text	NOUN
fcis-18126	67	7	features	feature	NOUN
fcis-18126	67	8	and	and	CCONJ
fcis-18126	67	9	classifies	classify	VERB
fcis-18126	67	10	them	they	PRON
fcis-18126	67	11	through	through	ADP
fcis-18126	67	12	neural	neural	ADJ
fcis-18126	67	13	network	network	NOUN
fcis-18126	67	14	model	model	NOUN
fcis-18126	67	15	,	,	PUNCT
fcis-18126	67	16	and	and	CCONJ
fcis-18126	67	17	has	have	AUX
fcis-18126	67	18	made	make	VERB
fcis-18126	67	19	remarkable	remarkable	ADJ
fcis-18126	67	20	progress	progress	NOUN
fcis-18126	67	21	in	in	ADP
fcis-18126	67	22	entity	entity	NOUN
fcis-18126	67	23	recognition	recognition	NOUN
fcis-18126	67	24	tasks	task	NOUN
fcis-18126	67	25	in	in	ADP
fcis-18126	67	26	recent	recent	ADJ
fcis-18126	67	27	years	year	NOUN
fcis-18126	67	28	.	.	PUNCT
fcis-18126	68	1	entity	entity	NOUN
fcis-18126	68	2	linking	link	VERB
fcis-18126	68	3	is	be	AUX
fcis-18126	68	4	the	the	DET
fcis-18126	68	5	process	process	NOUN
fcis-18126	68	6	of	of	ADP
fcis-18126	68	7	linking	link	VERB
fcis-18126	68	8	the	the	DET
fcis-18126	68	9	identified	identify	VERB
fcis-18126	68	10	entity	entity	NOUN
fcis-18126	68	11	to	to	ADP
fcis-18126	68	12	the	the	DET
fcis-18126	68	13	corresponding	correspond	VERB
fcis-18126	68	14	concept	concept	NOUN
fcis-18126	68	15	or	or	CCONJ
fcis-18126	68	16	entity	entity	NOUN
fcis-18126	68	17	in	in	ADP
fcis-18126	68	18	the	the	DET
fcis-18126	68	19	knowledge	knowledge	NOUN
fcis-18126	68	20	base	base	NOUN
fcis-18126	68	21	or	or	CCONJ
fcis-18126	68	22	ontology	ontology	NOUN
fcis-18126	68	23	.	.	PUNCT
fcis-18126	69	1	the	the	DET
fcis-18126	69	2	key	key	NOUN
fcis-18126	69	3	of	of	ADP
fcis-18126	69	4	entity	entity	NOUN
fcis-18126	69	5	linking	link	VERB
fcis-18126	69	6	is	be	AUX
fcis-18126	69	7	to	to	PART
fcis-18126	69	8	calculate	calculate	VERB
fcis-18126	69	9	the	the	DET
fcis-18126	69	10	similarity	similarity	NOUN
fcis-18126	69	11	or	or	CCONJ
fcis-18126	69	12	matching	matching	NOUN
fcis-18126	69	13	degree	degree	NOUN
fcis-18126	69	14	between	between	ADP
fcis-18126	69	15	entity	entity	NOUN
fcis-18126	69	16	reference	reference	NOUN
fcis-18126	69	17	items	item	NOUN
fcis-18126	69	18	and	and	CCONJ
fcis-18126	69	19	candidate	candidate	NOUN
fcis-18126	69	20	entities	entity	NOUN
fcis-18126	69	21	in	in	ADP
fcis-18126	69	22	knowledge	knowledge	NOUN
fcis-18126	69	23	base	base	NOUN
fcis-18126	69	24	.	.	PUNCT
fcis-18126	70	1	commonly	commonly	ADV
fcis-18126	70	2	used	use	VERB
fcis-18126	70	3	similarity	similarity	NOUN
fcis-18126	70	4	calculation	calculation	NOUN
fcis-18126	70	5	methods	method	NOUN
fcis-18126	70	6	include	include	VERB
fcis-18126	70	7	string	string	NOUN
fcis-18126	70	8	-	-	PUNCT
fcis-18126	70	9	based	base	VERB
fcis-18126	70	10	method	method	NOUN
fcis-18126	70	11	,	,	PUNCT
fcis-18126	70	12	semantic	semantic	NOUN
fcis-18126	70	13	-	-	PUNCT
fcis-18126	70	14	based	base	VERB
fcis-18126	70	15	method	method	NOUN
fcis-18126	70	16	and	and	CCONJ
fcis-18126	70	17	graph	graph	NOUN
fcis-18126	70	18	-	-	PUNCT
fcis-18126	70	19	based	base	VERB
fcis-18126	70	20	method	method	NOUN
fcis-18126	70	21	.	.	PUNCT
fcis-18126	71	1	the	the	DET
fcis-18126	71	2	stringbased	stringbased	ADJ
fcis-18126	71	3	method	method	NOUN
fcis-18126	71	4	mainly	mainly	ADV
fcis-18126	71	5	uses	use	VERB
fcis-18126	71	6	the	the	DET
fcis-18126	71	7	string	string	NOUN
fcis-18126	71	8	matching	match	VERB
fcis-18126	71	9	algorithm	algorithm	NOUN
fcis-18126	71	10	to	to	PART
fcis-18126	71	11	calculate	calculate	VERB
fcis-18126	71	12	the	the	DET
fcis-18126	71	13	similarity	similarity	NOUN
fcis-18126	71	14	between	between	ADP
fcis-18126	71	15	the	the	DET
fcis-18126	71	16	reference	reference	NOUN
fcis-18126	71	17	item	item	NOUN
fcis-18126	71	18	and	and	CCONJ
fcis-18126	71	19	the	the	DET
fcis-18126	71	20	candidate	candidate	NOUN
fcis-18126	71	21	entity	entity	NOUN
fcis-18126	71	22	.	.	PUNCT
fcis-18126	72	1	semantic	semantic	ADJ
fcis-18126	72	2	-	-	PUNCT
fcis-18126	72	3	based	base	VERB
fcis-18126	72	4	methods	method	NOUN
fcis-18126	72	5	use	use	VERB
fcis-18126	72	6	techniques	technique	NOUN
fcis-18126	72	7	such	such	ADJ
fcis-18126	72	8	as	as	ADP
fcis-18126	72	9	word	word	NOUN
fcis-18126	72	10	embedding	embed	VERB
fcis-18126	72	11	and	and	CCONJ
fcis-18126	72	12	semantic	semantic	ADJ
fcis-18126	72	13	role	role	NOUN
fcis-18126	72	14	labeling	labeling	NOUN
fcis-18126	72	15	to	to	PART
fcis-18126	72	16	capture	capture	VERB
fcis-18126	72	17	the	the	DET
fcis-18126	72	18	semantic	semantic	ADJ
fcis-18126	72	19	relationship	relationship	NOUN
fcis-18126	72	20	between	between	ADP
fcis-18126	72	21	referents	referent	NOUN
fcis-18126	72	22	and	and	CCONJ
fcis-18126	72	23	candidate	candidate	NOUN
fcis-18126	72	24	entities	entity	NOUN
fcis-18126	72	25	.	.	PUNCT
fcis-18126	73	1	the	the	DET
fcis-18126	73	2	graph	graph	NOUN
fcis-18126	73	3	-	-	PUNCT
fcis-18126	73	4	based	base	VERB
fcis-18126	73	5	method	method	NOUN
fcis-18126	73	6	uses	use	VERB
fcis-18126	73	7	the	the	DET
fcis-18126	73	8	graph	graph	NOUN
fcis-18126	73	9	structure	structure	NOUN
fcis-18126	73	10	information	information	NOUN
fcis-18126	73	11	in	in	ADP
fcis-18126	73	12	the	the	DET
fcis-18126	73	13	knowledge	knowledge	NOUN
fcis-18126	73	14	map	map	NOUN
fcis-18126	73	15	to	to	PART
fcis-18126	73	16	calculate	calculate	VERB
fcis-18126	73	17	the	the	DET
fcis-18126	73	18	correlation	correlation	NOUN
fcis-18126	73	19	between	between	ADP
fcis-18126	73	20	the	the	DET
fcis-18126	73	21	reference	reference	NOUN
fcis-18126	73	22	item	item	NOUN
fcis-18126	73	23	and	and	CCONJ
fcis-18126	73	24	the	the	DET
fcis-18126	73	25	candidate	candidate	NOUN
fcis-18126	73	26	entity	entity	NOUN
fcis-18126	73	27	.	.	PUNCT
fcis-18126	74	1	entity	entity	NOUN
fcis-18126	74	2	link	link	NOUN
fcis-18126	74	3	can	can	AUX
fcis-18126	74	4	associate	associate	VERB
fcis-18126	74	5	entities	entity	NOUN
fcis-18126	74	6	in	in	ADP
fcis-18126	74	7	the	the	DET
fcis-18126	74	8	text	text	NOUN
fcis-18126	74	9	with	with	ADP
fcis-18126	74	10	those	those	PRON
fcis-18126	74	11	in	in	ADP
fcis-18126	74	12	the	the	DET
fcis-18126	74	13	knowledge	knowledge	NOUN
fcis-18126	74	14	map	map	NOUN
fcis-18126	74	15	.	.	PUNCT
fcis-18126	75	1	this	this	DET
fcis-18126	75	2	paper	paper	NOUN
fcis-18126	75	3	proposes	propose	VERB
fcis-18126	75	4	to	to	PART
fcis-18126	75	5	use	use	VERB
fcis-18126	75	6	a	a	DET
fcis-18126	75	7	simple	simple	ADJ
fcis-18126	75	8	neural	neural	ADJ
fcis-18126	75	9	network	network	NOUN
fcis-18126	75	10	model	model	NOUN
fcis-18126	75	11	to	to	PART
fcis-18126	75	12	predict	predict	VERB
fcis-18126	75	13	whether	whether	SCONJ
fcis-18126	75	14	two	two	NUM
fcis-18126	75	15	entities	entity	NOUN
fcis-18126	75	16	belong	belong	VERB
fcis-18126	75	17	to	to	ADP
fcis-18126	75	18	the	the	DET
fcis-18126	75	19	same	same	ADJ
fcis-18126	75	20	entity	entity	NOUN
fcis-18126	75	21	.	.	PUNCT
fcis-18126	76	1	the	the	DET
fcis-18126	76	2	model	model	NOUN
fcis-18126	76	3	can	can	AUX
fcis-18126	76	4	be	be	AUX
fcis-18126	76	5	expressed	express	VERB
fcis-18126	76	6	as	as	ADP
fcis-18126	76	7	:	:	PUNCT
fcis-18126	76	8			NOUN
fcis-18126	76	9			SYM
fcis-18126	76	10			PROPN
fcis-18126	76	11			NOUN
fcis-18126	76	12	121121	121121	PUNCT
fcis-18126	76	13	beeweep	beeweep	VERB
fcis-18126	76	14			PROPN
fcis-18126	76	15			PROPN
fcis-18126	76	16	(	(	PUNCT
fcis-18126	76	17	1	1	NUM
fcis-18126	76	18	)	)	PUNCT
fcis-18126	76	19	where	where	SCONJ
fcis-18126	76	20	1e	1e	NOUN
fcis-18126	76	21	and	and	CCONJ
fcis-18126	76	22	2e	2e	PROPN
fcis-18126	76	23	represent	represent	VERB
fcis-18126	76	24	two	two	NUM
fcis-18126	76	25	entity	entity	NOUN
fcis-18126	76	26	vectors	vector	NOUN
fcis-18126	76	27	respectively	respectively	ADV
fcis-18126	76	28	,	,	PUNCT
fcis-18126	76	29	and	and	CCONJ
fcis-18126	76	30	1w	1w	NUM
fcis-18126	76	31	and	and	CCONJ
fcis-18126	76	32	1b	1b	NUM
fcis-18126	76	33	are	be	AUX
fcis-18126	76	34	model	model	NOUN
fcis-18126	76	35	parameters	parameter	NOUN
fcis-18126	76	36	.	.	PUNCT
fcis-18126	77	1	function	function	NOUN
fcis-18126	77	2			PROPN
fcis-18126	77	3	is	be	AUX
fcis-18126	77	4	an	an	DET
fcis-18126	77	5	activation	activation	NOUN
fcis-18126	77	6	function	function	NOUN
fcis-18126	77	7	,	,	PUNCT
fcis-18126	77	8	such	such	ADJ
fcis-18126	77	9	as	as	ADP
fcis-18126	77	10	relu	relu	NOUN
fcis-18126	77	11	or	or	CCONJ
fcis-18126	77	12	49	49	NUM
fcis-18126	77	13	sigmoid	sigmoid	NOUN
fcis-18126	77	14	function	function	NOUN
fcis-18126	77	15	.	.	PUNCT
fcis-18126	78	1	in	in	ADP
fcis-18126	78	2	the	the	DET
fcis-18126	78	3	construction	construction	NOUN
fcis-18126	78	4	of	of	ADP
fcis-18126	78	5	knowledge	knowledge	NOUN
fcis-18126	78	6	map	map	NOUN
fcis-18126	78	7	,	,	PUNCT
fcis-18126	78	8	entity	entity	NOUN
fcis-18126	78	9	disambiguation	disambiguation	NOUN
fcis-18126	78	10	is	be	AUX
fcis-18126	78	11	an	an	DET
fcis-18126	78	12	important	important	ADJ
fcis-18126	78	13	problem	problem	NOUN
fcis-18126	78	14	,	,	PUNCT
fcis-18126	78	15	which	which	PRON
fcis-18126	78	16	aims	aim	VERB
fcis-18126	78	17	to	to	PART
fcis-18126	78	18	identify	identify	VERB
fcis-18126	78	19	the	the	DET
fcis-18126	78	20	entities	entity	NOUN
fcis-18126	78	21	in	in	ADP
fcis-18126	78	22	the	the	DET
fcis-18126	78	23	text	text	NOUN
fcis-18126	78	24	uniquely	uniquely	ADV
fcis-18126	78	25	.	.	PUNCT
fcis-18126	79	1	similarity	similarity	NOUN
fcis-18126	79	2	-	-	PUNCT
fcis-18126	79	3	based	base	VERB
fcis-18126	79	4	methods	method	NOUN
fcis-18126	79	5	can	can	AUX
fcis-18126	79	6	be	be	AUX
fcis-18126	79	7	used	use	VERB
fcis-18126	79	8	to	to	PART
fcis-18126	79	9	measure	measure	VERB
fcis-18126	79	10	the	the	DET
fcis-18126	79	11	similarity	similarity	NOUN
fcis-18126	79	12	between	between	ADP
fcis-18126	79	13	entities	entity	NOUN
fcis-18126	79	14	and	and	CCONJ
fcis-18126	79	15	determine	determine	VERB
fcis-18126	79	16	whether	whether	SCONJ
fcis-18126	79	17	they	they	PRON
fcis-18126	79	18	are	be	AUX
fcis-18126	79	19	the	the	DET
fcis-18126	79	20	same	same	ADJ
fcis-18126	79	21	entity	entity	NOUN
fcis-18126	79	22	.	.	PUNCT
fcis-18126	80	1	commonly	commonly	ADV
fcis-18126	80	2	used	use	VERB
fcis-18126	80	3	similarity	similarity	NOUN
fcis-18126	80	4	indicators	indicator	NOUN
fcis-18126	80	5	include	include	VERB
fcis-18126	80	6	cosine	cosine	NOUN
fcis-18126	80	7	similarity	similarity	NOUN
fcis-18126	80	8	and	and	CCONJ
fcis-18126	80	9	euclidean	euclidean	ADJ
fcis-18126	80	10	distance	distance	NOUN
fcis-18126	80	11	.	.	PUNCT
fcis-18126	81	1	for	for	ADP
fcis-18126	81	2	example	example	NOUN
fcis-18126	81	3	,	,	PUNCT
fcis-18126	81	4	cosine	cosine	NOUN
fcis-18126	81	5	similarity	similarity	NOUN
fcis-18126	81	6	can	can	AUX
fcis-18126	81	7	be	be	AUX
fcis-18126	81	8	used	use	VERB
fcis-18126	81	9	to	to	PART
fcis-18126	81	10	calculate	calculate	VERB
fcis-18126	81	11	the	the	DET
fcis-18126	81	12	similarity	similarity	NOUN
fcis-18126	81	13	between	between	ADP
fcis-18126	81	14	entities	entity	NOUN
fcis-18126	81	15	:	:	PUNCT
fcis-18126	81	16			NOUN
fcis-18126	81	17			SYM
fcis-18126	81	18	21	21	NUM
fcis-18126	81	19	21	21	NUM
fcis-18126	81	20	21,laritycosinesimi	21,laritycosinesimi	NUM
fcis-18126	81	21	ee	ee	INTJ
fcis-18126	81	22	ee	ee	X
fcis-18126	81	23	ee	ee	ADP
fcis-18126	81	24			PROPN
fcis-18126	81	25			PROPN
fcis-18126	81	26	(	(	PUNCT
fcis-18126	81	27	2	2	NUM
fcis-18126	81	28	)	)	PUNCT
fcis-18126	81	29	where	where	SCONJ
fcis-18126	81	30	1e	1e	NOUN
fcis-18126	81	31	and	and	CCONJ
fcis-18126	81	32	2e	2e	PROPN
fcis-18126	81	33	respectively	respectively	ADV
fcis-18126	81	34	represent	represent	VERB
fcis-18126	81	35	two	two	NUM
fcis-18126	81	36	entity	entity	NOUN
fcis-18126	81	37	vectors	vector	NOUN
fcis-18126	81	38	,	,	PUNCT
fcis-18126	81	39	21	21	NUM
fcis-18126	81	40	ee	ee	ADP
fcis-18126	81	41			PROPN
fcis-18126	81	42	represents	represent	VERB
fcis-18126	81	43	the	the	DET
fcis-18126	81	44	dot	dot	NOUN
fcis-18126	81	45	product	product	NOUN
fcis-18126	81	46	of	of	ADP
fcis-18126	81	47	the	the	DET
fcis-18126	81	48	two	two	NUM
fcis-18126	81	49	vectors	vector	NOUN
fcis-18126	81	50	,	,	PUNCT
fcis-18126	81	51	and	and	CCONJ
fcis-18126	81	52	1e	1e	NOUN
fcis-18126	81	53	and	and	CCONJ
fcis-18126	81	54	2e	2e	PROPN
fcis-18126	81	55	represent	represent	VERB
fcis-18126	81	56	the	the	DET
fcis-18126	81	57	norms	norm	NOUN
fcis-18126	81	58	of	of	ADP
fcis-18126	81	59	the	the	DET
fcis-18126	81	60	two	two	NUM
fcis-18126	81	61	vectors	vector	NOUN
fcis-18126	81	62	.	.	PUNCT
fcis-18126	82	1	(	(	PUNCT
fcis-18126	82	2	3	3	X
fcis-18126	82	3	)	)	PUNCT
fcis-18126	82	4	relationship	relationship	NOUN
fcis-18126	82	5	extraction	extraction	NOUN
fcis-18126	82	6	relationship	relationship	NOUN
fcis-18126	82	7	extraction	extraction	NOUN
fcis-18126	82	8	is	be	AUX
fcis-18126	82	9	another	another	DET
fcis-18126	82	10	key	key	ADJ
fcis-18126	82	11	task	task	NOUN
fcis-18126	82	12	in	in	ADP
fcis-18126	82	13	the	the	DET
fcis-18126	82	14	construction	construction	NOUN
fcis-18126	82	15	of	of	ADP
fcis-18126	82	16	knowledge	knowledge	NOUN
fcis-18126	82	17	map	map	NOUN
fcis-18126	82	18	,	,	PUNCT
fcis-18126	82	19	which	which	PRON
fcis-18126	82	20	aims	aim	VERB
fcis-18126	82	21	to	to	PART
fcis-18126	82	22	extract	extract	VERB
fcis-18126	82	23	the	the	DET
fcis-18126	82	24	relationships	relationship	NOUN
fcis-18126	82	25	between	between	ADP
fcis-18126	82	26	entities	entity	NOUN
fcis-18126	82	27	from	from	ADP
fcis-18126	82	28	the	the	DET
fcis-18126	82	29	text	text	NOUN
fcis-18126	82	30	and	and	CCONJ
fcis-18126	82	31	form	form	VERB
fcis-18126	82	32	a	a	DET
fcis-18126	82	33	structured	structured	ADJ
fcis-18126	82	34	knowledge	knowledge	NOUN
fcis-18126	82	35	representation	representation	NOUN
fcis-18126	82	36	.	.	PUNCT
fcis-18126	83	1	relationship	relationship	NOUN
fcis-18126	83	2	extraction	extraction	NOUN
fcis-18126	83	3	can	can	AUX
fcis-18126	83	4	adopt	adopt	VERB
fcis-18126	83	5	rule	rule	NOUN
fcis-18126	83	6	-	-	PUNCT
fcis-18126	83	7	based	base	VERB
fcis-18126	83	8	method	method	NOUN
fcis-18126	83	9	,	,	PUNCT
fcis-18126	83	10	template	template	NOUN
fcis-18126	83	11	-	-	PUNCT
fcis-18126	83	12	based	base	VERB
fcis-18126	83	13	method	method	NOUN
fcis-18126	83	14	or	or	CCONJ
fcis-18126	83	15	deep	deep	ADJ
fcis-18126	83	16	learning	learning	NOUN
fcis-18126	83	17	-	-	PUNCT
fcis-18126	83	18	based	base	VERB
fcis-18126	83	19	method	method	NOUN
fcis-18126	83	20	.	.	PUNCT
fcis-18126	84	1	rule	rule	NOUN
fcis-18126	84	2	-	-	PUNCT
fcis-18126	84	3	based	base	VERB
fcis-18126	84	4	methods	method	NOUN
fcis-18126	84	5	usually	usually	ADV
fcis-18126	84	6	rely	rely	VERB
fcis-18126	84	7	on	on	ADP
fcis-18126	84	8	relationship	relationship	NOUN
fcis-18126	84	9	extraction	extraction	NOUN
fcis-18126	84	10	rules	rule	NOUN
fcis-18126	84	11	defined	define	VERB
fcis-18126	84	12	by	by	ADP
fcis-18126	84	13	domain	domain	NOUN
fcis-18126	84	14	experts	expert	NOUN
fcis-18126	84	15	,	,	PUNCT
fcis-18126	84	16	and	and	CCONJ
fcis-18126	84	17	are	be	AUX
fcis-18126	84	18	suitable	suitable	ADJ
fcis-18126	84	19	for	for	ADP
fcis-18126	84	20	relationship	relationship	NOUN
fcis-18126	84	21	extraction	extraction	NOUN
fcis-18126	84	22	tasks	task	NOUN
fcis-18126	84	23	in	in	ADP
fcis-18126	84	24	specific	specific	ADJ
fcis-18126	84	25	fields	field	NOUN
fcis-18126	84	26	or	or	CCONJ
fcis-18126	84	27	scenarios	scenario	NOUN
fcis-18126	84	28	.	.	PUNCT
fcis-18126	85	1	the	the	DET
fcis-18126	85	2	template	template	NOUN
fcis-18126	85	3	-	-	PUNCT
fcis-18126	85	4	based	base	VERB
fcis-18126	85	5	method	method	NOUN
fcis-18126	85	6	uses	use	VERB
fcis-18126	85	7	predefined	predefine	VERB
fcis-18126	85	8	templates	template	NOUN
fcis-18126	85	9	to	to	PART
fcis-18126	85	10	match	match	VERB
fcis-18126	85	11	the	the	DET
fcis-18126	85	12	relational	relational	ADJ
fcis-18126	85	13	patterns	pattern	NOUN
fcis-18126	85	14	in	in	ADP
fcis-18126	85	15	the	the	DET
fcis-18126	85	16	text	text	NOUN
fcis-18126	85	17	,	,	PUNCT
fcis-18126	85	18	which	which	PRON
fcis-18126	85	19	has	have	VERB
fcis-18126	85	20	good	good	ADJ
fcis-18126	85	21	universality	universality	NOUN
fcis-18126	85	22	and	and	CCONJ
fcis-18126	85	23	expansibility	expansibility	NOUN
fcis-18126	85	24	.	.	PUNCT
fcis-18126	86	1	deep	deep	ADJ
fcis-18126	86	2	learning	learning	NOUN
fcis-18126	86	3	method	method	NOUN
fcis-18126	86	4	automatically	automatically	ADV
fcis-18126	86	5	extracts	extract	VERB
fcis-18126	86	6	text	text	NOUN
fcis-18126	86	7	features	feature	NOUN
fcis-18126	86	8	and	and	CCONJ
fcis-18126	86	9	classifies	classify	VERB
fcis-18126	86	10	relationships	relationship	NOUN
fcis-18126	86	11	through	through	ADP
fcis-18126	86	12	neural	neural	ADJ
fcis-18126	86	13	network	network	NOUN
fcis-18126	86	14	model	model	NOUN
fcis-18126	86	15	,	,	PUNCT
fcis-18126	86	16	and	and	CCONJ
fcis-18126	86	17	has	have	AUX
fcis-18126	86	18	made	make	VERB
fcis-18126	86	19	remarkable	remarkable	ADJ
fcis-18126	86	20	progress	progress	NOUN
fcis-18126	86	21	in	in	ADP
fcis-18126	86	22	the	the	DET
fcis-18126	86	23	task	task	NOUN
fcis-18126	86	24	of	of	ADP
fcis-18126	86	25	relationship	relationship	NOUN
fcis-18126	86	26	extraction	extraction	NOUN
fcis-18126	86	27	in	in	ADP
fcis-18126	86	28	recent	recent	ADJ
fcis-18126	86	29	years	year	NOUN
fcis-18126	86	30	.	.	PUNCT
fcis-18126	87	1	for	for	ADP
fcis-18126	87	2	each	each	DET
fcis-18126	87	3	pair	pair	NOUN
fcis-18126	87	4	of	of	ADP
fcis-18126	87	5	possible	possible	ADJ
fcis-18126	87	6	entities	entity	NOUN
fcis-18126	87	7	,	,	PUNCT
fcis-18126	87	8	a	a	DET
fcis-18126	87	9	classifier	classifier	NOUN
fcis-18126	87	10	is	be	AUX
fcis-18126	87	11	used	use	VERB
fcis-18126	87	12	to	to	PART
fcis-18126	87	13	judge	judge	VERB
fcis-18126	87	14	whether	whether	SCONJ
fcis-18126	87	15	there	there	PRON
fcis-18126	87	16	is	be	VERB
fcis-18126	87	17	a	a	DET
fcis-18126	87	18	certain	certain	ADJ
fcis-18126	87	19	relationship	relationship	NOUN
fcis-18126	87	20	between	between	ADP
fcis-18126	87	21	them	they	PRON
fcis-18126	87	22	:	:	PUNCT
fcis-18126	87	23			PROPN
fcis-18126	87	24			PROPN
fcis-18126	88	1			PROPN
fcis-18126	88	2			PROPN
fcis-18126	88	3			X
fcis-18126	88	4			PROPN
fcis-18126	88	5			PROPN
fcis-18126	88	6	i	i	NOUN
fcis-18126	88	7	iii	iii	X
fcis-18126	88	8	byxfyyxfsvm	byxfyyxfsvm	PROPN
fcis-18126	88	9			NOUN
fcis-18126	88	10	,	,	PUNCT
fcis-18126	88	11	(	(	PUNCT
fcis-18126	88	12	3	3	X
fcis-18126	88	13	)	)	PUNCT
fcis-18126	88	14	where	where	SCONJ
fcis-18126	88	15			NOUN
fcis-18126	88	16	xf	xf	PROPN
fcis-18126	88	17	is	be	AUX
fcis-18126	88	18	the	the	DET
fcis-18126	88	19	input	input	NOUN
fcis-18126	88	20	feature	feature	NOUN
fcis-18126	88	21	vector	vector	NOUN
fcis-18126	88	22	,	,	PUNCT
fcis-18126	88	23	y	y	PROPN
fcis-18126	88	24	is	be	AUX
fcis-18126	88	25	the	the	DET
fcis-18126	88	26	label	label	NOUN
fcis-18126	88	27	(	(	PUNCT
fcis-18126	88	28	positive	positive	ADJ
fcis-18126	88	29	or	or	CCONJ
fcis-18126	88	30	negative	negative	ADJ
fcis-18126	88	31	)	)	PUNCT
fcis-18126	88	32	,	,	PUNCT
fcis-18126	88	33	i	i	PROPN
fcis-18126	88	34	is	be	AUX
fcis-18126	88	35	the	the	DET
fcis-18126	88	36	lagrangian	lagrangian	ADJ
fcis-18126	88	37	multiplier	multiplier	NOUN
fcis-18126	88	38	,	,	PUNCT
fcis-18126	88	39	and	and	CCONJ
fcis-18126	88	40	b	b	X
fcis-18126	88	41	is	be	AUX
fcis-18126	88	42	the	the	DET
fcis-18126	88	43	offset	offset	ADJ
fcis-18126	88	44	term	term	NOUN
fcis-18126	88	45	.	.	PUNCT
fcis-18126	89	1	for	for	ADP
fcis-18126	89	2	entities	entity	NOUN
fcis-18126	89	3	that	that	PRON
fcis-18126	89	4	do	do	AUX
fcis-18126	89	5	not	not	PART
fcis-18126	89	6	appear	appear	VERB
fcis-18126	89	7	in	in	ADP
fcis-18126	89	8	the	the	DET
fcis-18126	89	9	knowledge	knowledge	NOUN
fcis-18126	89	10	map	map	NOUN
fcis-18126	89	11	,	,	PUNCT
fcis-18126	89	12	they	they	PRON
fcis-18126	89	13	need	need	VERB
fcis-18126	89	14	to	to	PART
fcis-18126	89	15	be	be	AUX
fcis-18126	89	16	associated	associate	VERB
fcis-18126	89	17	with	with	ADP
fcis-18126	89	18	the	the	DET
fcis-18126	89	19	entities	entity	NOUN
fcis-18126	89	20	in	in	ADP
fcis-18126	89	21	the	the	DET
fcis-18126	89	22	knowledge	knowledge	NOUN
fcis-18126	89	23	map	map	NOUN
fcis-18126	89	24	through	through	ADP
fcis-18126	89	25	entity	entity	NOUN
fcis-18126	89	26	linking	link	VERB
fcis-18126	89	27	technology	technology	NOUN
fcis-18126	89	28	:	:	PUNCT
fcis-18126	89	29			NOUN
fcis-18126	89	30			SYM
fcis-18126	89	31			NOUN
fcis-18126	89	32			SYM
fcis-18126	89	33			NOUN
fcis-18126	90	1	kgtext	kgtext	DET
fcis-18126	90	2	kgtext	kgtext	PROPN
fcis-18126	90	3	eded	ede	VERB
fcis-18126	90	4	eesim	eesim	NOUN
fcis-18126	90	5	/1/1	/1/1	PUNCT
fcis-18126	90	6	2	2	NUM
fcis-18126	90	7	,	,	PUNCT
fcis-18126	90	8			ADV
fcis-18126	90	9			NUM
fcis-18126	90	10	(	(	PUNCT
fcis-18126	90	11	4	4	NUM
fcis-18126	90	12	)	)	PUNCT
fcis-18126	90	13	among	among	ADP
fcis-18126	90	14	them	they	PRON
fcis-18126	90	15	,	,	PUNCT
fcis-18126	90	16	texte	texte	PROPN
fcis-18126	90	17	is	be	AUX
fcis-18126	90	18	the	the	DET
fcis-18126	90	19	entity	entity	NOUN
fcis-18126	90	20	in	in	ADP
fcis-18126	90	21	the	the	DET
fcis-18126	90	22	text	text	NOUN
fcis-18126	90	23	,	,	PUNCT
fcis-18126	90	24	kge	kge	PROPN
fcis-18126	90	25	is	be	AUX
fcis-18126	90	26	the	the	DET
fcis-18126	90	27	entity	entity	NOUN
fcis-18126	90	28	in	in	ADP
fcis-18126	90	29	the	the	DET
fcis-18126	90	30	knowledge	knowledge	NOUN
fcis-18126	90	31	map	map	NOUN
fcis-18126	90	32	,	,	PUNCT
fcis-18126	90	33	and	and	CCONJ
fcis-18126	90	34	d	d	NOUN
fcis-18126	90	35	is	be	AUX
fcis-18126	90	36	the	the	DET
fcis-18126	90	37	similarity	similarity	NOUN
fcis-18126	90	38	function	function	NOUN
fcis-18126	90	39	of	of	ADP
fcis-18126	90	40	the	the	DET
fcis-18126	90	41	entity	entity	NOUN
fcis-18126	90	42	description	description	NOUN
fcis-18126	90	43	.	.	PUNCT
fcis-18126	91	1	4	4	X
fcis-18126	91	2	.	.	X
fcis-18126	91	3	conclusion	conclusion	NOUN
fcis-18126	91	4	with	with	ADP
fcis-18126	91	5	the	the	DET
fcis-18126	91	6	continuous	continuous	ADJ
fcis-18126	91	7	progress	progress	NOUN
fcis-18126	91	8	of	of	ADP
fcis-18126	91	9	artificial	artificial	ADJ
fcis-18126	91	10	intelligence	intelligence	NOUN
fcis-18126	91	11	technology	technology	NOUN
fcis-18126	91	12	,	,	PUNCT
fcis-18126	91	13	nlp	nlp	NOUN
fcis-18126	91	14	and	and	CCONJ
fcis-18126	91	15	information	information	NOUN
fcis-18126	91	16	extraction	extraction	NOUN
fcis-18126	91	17	,	,	PUNCT
fcis-18126	91	18	knowledge	knowledge	NOUN
fcis-18126	91	19	map	map	NOUN
fcis-18126	91	20	construction	construction	NOUN
fcis-18126	91	21	and	and	CCONJ
fcis-18126	91	22	other	other	ADJ
fcis-18126	91	23	fields	field	NOUN
fcis-18126	91	24	are	be	AUX
fcis-18126	91	25	increasingly	increasingly	ADV
fcis-18126	91	26	in	in	ADP
fcis-18126	91	27	-	-	PUNCT
fcis-18126	91	28	depth	depth	NOUN
fcis-18126	91	29	.	.	PUNCT
fcis-18126	92	1	this	this	DET
fcis-18126	92	2	paper	paper	NOUN
fcis-18126	92	3	discusses	discuss	VERB
fcis-18126	92	4	the	the	DET
fcis-18126	92	5	basic	basic	ADJ
fcis-18126	92	6	technology	technology	NOUN
fcis-18126	92	7	of	of	ADP
fcis-18126	92	8	nlp	nlp	NOUN
fcis-18126	92	9	,	,	PUNCT
fcis-18126	92	10	the	the	DET
fcis-18126	92	11	key	key	ADJ
fcis-18126	92	12	method	method	NOUN
fcis-18126	92	13	of	of	ADP
fcis-18126	92	14	information	information	NOUN
fcis-18126	92	15	extraction	extraction	NOUN
fcis-18126	92	16	,	,	PUNCT
fcis-18126	92	17	and	and	CCONJ
fcis-18126	92	18	the	the	DET
fcis-18126	92	19	process	process	NOUN
fcis-18126	92	20	and	and	CCONJ
fcis-18126	92	21	core	core	NOUN
fcis-18126	92	22	technology	technology	NOUN
fcis-18126	92	23	of	of	ADP
fcis-18126	92	24	knowledge	knowledge	NOUN
fcis-18126	92	25	map	map	NOUN
fcis-18126	92	26	construction	construction	NOUN
fcis-18126	92	27	.	.	PUNCT
fcis-18126	93	1	in	in	ADP
fcis-18126	93	2	nlp	nlp	NOUN
fcis-18126	93	3	,	,	PUNCT
fcis-18126	93	4	the	the	DET
fcis-18126	93	5	development	development	NOUN
fcis-18126	93	6	of	of	ADP
fcis-18126	93	7	word	word	NOUN
fcis-18126	93	8	embedding	embed	VERB
fcis-18126	93	9	technology	technology	NOUN
fcis-18126	93	10	provides	provide	VERB
fcis-18126	93	11	a	a	DET
fcis-18126	93	12	new	new	ADJ
fcis-18126	93	13	idea	idea	NOUN
fcis-18126	93	14	for	for	ADP
fcis-18126	93	15	the	the	DET
fcis-18126	93	16	semantic	semantic	ADJ
fcis-18126	93	17	representation	representation	NOUN
fcis-18126	93	18	of	of	ADP
fcis-18126	93	19	words	word	NOUN
fcis-18126	93	20	,	,	PUNCT
fcis-18126	93	21	which	which	PRON
fcis-18126	93	22	enables	enable	VERB
fcis-18126	93	23	machines	machine	NOUN
fcis-18126	93	24	to	to	PART
fcis-18126	93	25	better	well	ADV
fcis-18126	93	26	understand	understand	VERB
fcis-18126	93	27	and	and	CCONJ
fcis-18126	93	28	process	process	VERB
fcis-18126	93	29	human	human	ADJ
fcis-18126	93	30	language	language	NOUN
fcis-18126	93	31	.	.	PUNCT
fcis-18126	94	1	as	as	ADP
fcis-18126	94	2	an	an	DET
fcis-18126	94	3	important	important	ADJ
fcis-18126	94	4	branch	branch	NOUN
fcis-18126	94	5	of	of	ADP
fcis-18126	94	6	nlp	nlp	NOUN
fcis-18126	94	7	,	,	PUNCT
fcis-18126	94	8	information	information	NOUN
fcis-18126	94	9	extraction	extraction	NOUN
fcis-18126	94	10	,	,	PUNCT
fcis-18126	94	11	with	with	ADP
fcis-18126	94	12	its	its	PRON
fcis-18126	94	13	core	core	NOUN
fcis-18126	94	14	technologies	technology	NOUN
fcis-18126	94	15	such	such	ADJ
fcis-18126	94	16	as	as	ADP
fcis-18126	94	17	named	name	VERB
fcis-18126	94	18	entity	entity	NOUN
fcis-18126	94	19	recognition	recognition	NOUN
fcis-18126	94	20	,	,	PUNCT
fcis-18126	94	21	relationship	relationship	NOUN
fcis-18126	94	22	extraction	extraction	NOUN
fcis-18126	94	23	and	and	CCONJ
fcis-18126	94	24	event	event	NOUN
fcis-18126	94	25	extraction	extraction	NOUN
fcis-18126	94	26	,	,	PUNCT
fcis-18126	94	27	can	can	AUX
fcis-18126	94	28	effectively	effectively	ADV
fcis-18126	94	29	extract	extract	VERB
fcis-18126	94	30	structured	structured	ADJ
fcis-18126	94	31	information	information	NOUN
fcis-18126	94	32	from	from	ADP
fcis-18126	94	33	unstructured	unstructured	ADJ
fcis-18126	94	34	texts	text	NOUN
fcis-18126	94	35	,	,	PUNCT
fcis-18126	94	36	which	which	PRON
fcis-18126	94	37	provides	provide	VERB
fcis-18126	94	38	strong	strong	ADJ
fcis-18126	94	39	support	support	NOUN
fcis-18126	94	40	for	for	ADP
fcis-18126	94	41	building	build	VERB
fcis-18126	94	42	large	large	ADJ
fcis-18126	94	43	-	-	PUNCT
fcis-18126	94	44	scale	scale	NOUN
fcis-18126	94	45	knowledge	knowledge	NOUN
fcis-18126	94	46	maps	map	NOUN
fcis-18126	94	47	.	.	PUNCT
fcis-18126	95	1	the	the	DET
fcis-18126	95	2	construction	construction	NOUN
fcis-18126	95	3	of	of	ADP
fcis-18126	95	4	knowledge	knowledge	NOUN
fcis-18126	95	5	map	map	NOUN
fcis-18126	95	6	is	be	AUX
fcis-18126	95	7	a	a	DET
fcis-18126	95	8	comprehensive	comprehensive	ADJ
fcis-18126	95	9	process	process	NOUN
fcis-18126	95	10	,	,	PUNCT
fcis-18126	95	11	involving	involve	VERB
fcis-18126	95	12	data	datum	NOUN
fcis-18126	95	13	collection	collection	NOUN
fcis-18126	95	14	,	,	PUNCT
fcis-18126	95	15	entity	entity	NOUN
fcis-18126	95	16	identification	identification	NOUN
fcis-18126	95	17	and	and	CCONJ
fcis-18126	95	18	linking	linking	NOUN
fcis-18126	95	19	,	,	PUNCT
fcis-18126	95	20	relationship	relationship	NOUN
fcis-18126	95	21	extraction	extraction	NOUN
fcis-18126	95	22	and	and	CCONJ
fcis-18126	95	23	map	map	VERB
fcis-18126	95	24	construction	construction	NOUN
fcis-18126	95	25	.	.	PUNCT
fcis-18126	96	1	this	this	DET
fcis-18126	96	2	paper	paper	NOUN
fcis-18126	96	3	introduces	introduce	VERB
fcis-18126	96	4	the	the	DET
fcis-18126	96	5	key	key	ADJ
fcis-18126	96	6	technologies	technology	NOUN
fcis-18126	96	7	and	and	CCONJ
fcis-18126	96	8	methods	method	NOUN
fcis-18126	96	9	of	of	ADP
fcis-18126	96	10	these	these	DET
fcis-18126	96	11	links	link	NOUN
fcis-18126	96	12	,	,	PUNCT
fcis-18126	96	13	and	and	CCONJ
fcis-18126	96	14	emphasizes	emphasize	VERB
fcis-18126	96	15	the	the	DET
fcis-18126	96	16	importance	importance	NOUN
fcis-18126	96	17	of	of	ADP
fcis-18126	96	18	entity	entity	NOUN
fcis-18126	96	19	identification	identification	NOUN
fcis-18126	96	20	and	and	CCONJ
fcis-18126	96	21	linking	link	VERB
fcis-18126	96	22	and	and	CCONJ
fcis-18126	96	23	relationship	relationship	NOUN
fcis-18126	96	24	extraction	extraction	NOUN
fcis-18126	96	25	in	in	ADP
fcis-18126	96	26	the	the	DET
fcis-18126	96	27	construction	construction	NOUN
fcis-18126	96	28	of	of	ADP
fcis-18126	96	29	knowledge	knowledge	NOUN
fcis-18126	96	30	map	map	NOUN
fcis-18126	96	31	.	.	PUNCT
fcis-18126	97	1	the	the	DET
fcis-18126	97	2	continuous	continuous	ADJ
fcis-18126	97	3	development	development	NOUN
fcis-18126	97	4	of	of	ADP
fcis-18126	97	5	graph	graph	NOUN
fcis-18126	97	6	construction	construction	NOUN
fcis-18126	97	7	and	and	CCONJ
fcis-18126	97	8	query	query	NOUN
fcis-18126	97	9	technology	technology	NOUN
fcis-18126	97	10	makes	make	VERB
fcis-18126	97	11	the	the	DET
fcis-18126	97	12	application	application	NOUN
fcis-18126	97	13	of	of	ADP
fcis-18126	97	14	knowledge	knowledge	NOUN
fcis-18126	97	15	map	map	VERB
fcis-18126	97	16	more	more	ADV
fcis-18126	97	17	extensive	extensive	ADJ
fcis-18126	97	18	and	and	CCONJ
fcis-18126	97	19	efficient	efficient	ADJ
fcis-18126	97	20	.	.	PUNCT
fcis-18126	98	1	the	the	DET
fcis-18126	98	2	research	research	NOUN
fcis-18126	98	3	in	in	ADP
fcis-18126	98	4	nlp	nlp	NOUN
fcis-18126	98	5	,	,	PUNCT
fcis-18126	98	6	information	information	NOUN
fcis-18126	98	7	extraction	extraction	NOUN
fcis-18126	98	8	and	and	CCONJ
fcis-18126	98	9	knowledge	knowledge	NOUN
fcis-18126	98	10	map	map	NOUN
fcis-18126	98	11	construction	construction	NOUN
fcis-18126	98	12	not	not	PART
fcis-18126	98	13	only	only	ADV
fcis-18126	98	14	promotes	promote	VERB
fcis-18126	98	15	the	the	DET
fcis-18126	98	16	progress	progress	NOUN
fcis-18126	98	17	of	of	ADP
fcis-18126	98	18	artificial	artificial	ADJ
fcis-18126	98	19	intelligence	intelligence	NOUN
fcis-18126	98	20	technology	technology	NOUN
fcis-18126	98	21	,	,	PUNCT
fcis-18126	98	22	but	but	CCONJ
fcis-18126	98	23	also	also	ADV
fcis-18126	98	24	provides	provide	VERB
fcis-18126	98	25	strong	strong	ADJ
fcis-18126	98	26	support	support	NOUN
fcis-18126	98	27	for	for	ADP
fcis-18126	98	28	many	many	ADJ
fcis-18126	98	29	application	application	NOUN
fcis-18126	98	30	scenarios	scenario	NOUN
fcis-18126	98	31	such	such	ADJ
fcis-18126	98	32	as	as	ADP
fcis-18126	98	33	intelligent	intelligent	ADJ
fcis-18126	98	34	question	question	NOUN
fcis-18126	98	35	answering	answering	NOUN
fcis-18126	98	36	,	,	PUNCT
fcis-18126	98	37	semantic	semantic	ADJ
fcis-18126	98	38	search	search	NOUN
fcis-18126	98	39	and	and	CCONJ
fcis-18126	98	40	enterprise	enterprise	NOUN
fcis-18126	98	41	knowledge	knowledge	NOUN
fcis-18126	98	42	management	management	NOUN
fcis-18126	98	43	.	.	PUNCT
fcis-18126	99	1	in	in	ADP
fcis-18126	99	2	the	the	DET
fcis-18126	99	3	future	future	NOUN
fcis-18126	99	4	,	,	PUNCT
fcis-18126	99	5	with	with	ADP
fcis-18126	99	6	the	the	DET
fcis-18126	99	7	continuous	continuous	ADJ
fcis-18126	99	8	innovation	innovation	NOUN
fcis-18126	99	9	and	and	CCONJ
fcis-18126	99	10	development	development	NOUN
fcis-18126	99	11	of	of	ADP
fcis-18126	99	12	technology	technology	NOUN
fcis-18126	99	13	,	,	PUNCT
fcis-18126	99	14	the	the	DET
fcis-18126	99	15	research	research	NOUN
fcis-18126	99	16	in	in	ADP
fcis-18126	99	17	these	these	DET
fcis-18126	99	18	fields	field	NOUN
fcis-18126	99	19	will	will	AUX
fcis-18126	99	20	continue	continue	VERB
fcis-18126	99	21	to	to	PART
fcis-18126	99	22	deepen	deepen	VERB
fcis-18126	99	23	,	,	PUNCT
fcis-18126	99	24	bringing	bring	VERB
fcis-18126	99	25	more	more	ADJ
fcis-18126	99	26	convenience	convenience	NOUN
fcis-18126	99	27	and	and	CCONJ
fcis-18126	99	28	possibility	possibility	NOUN
fcis-18126	99	29	to	to	ADP
fcis-18126	99	30	human	human	ADJ
fcis-18126	99	31	life	life	NOUN
fcis-18126	99	32	and	and	CCONJ
fcis-18126	99	33	work	work	NOUN
fcis-18126	99	34	.	.	PUNCT
fcis-18126	100	1	references	reference	NOUN
fcis-18126	100	2	[	[	X
fcis-18126	100	3	1	1	NUM
fcis-18126	100	4	]	]	PUNCT
fcis-18126	100	5	rhinehart	rhinehart	NOUN
fcis-18126	100	6	r	r	PROPN
fcis-18126	100	7	r.	r.	PROPN
fcis-18126	100	8	an	an	DET
fcis-18126	100	9	introduction	introduction	NOUN
fcis-18126	100	10	to	to	ADP
fcis-18126	100	11	natural	natural	ADJ
fcis-18126	100	12	language	language	NOUN
fcis-18126	100	13	processing	processing	NOUN
fcis-18126	100	14	part	part	NOUN
fcis-18126	100	15	2[j	2[j	NUM
fcis-18126	100	16	]	]	PUNCT
fcis-18126	100	17	.	.	PUNCT
fcis-18126	101	1	control	control	NOUN
fcis-18126	101	2	,	,	PUNCT
fcis-18126	101	3	2021	2021	NUM
fcis-18126	101	4	,	,	PUNCT
fcis-18126	101	5	2021(4):34	2021(4):34	NUM
fcis-18126	101	6	.	.	PUNCT
fcis-18126	102	1	[	[	X
fcis-18126	102	2	2	2	X
fcis-18126	102	3	]	]	PUNCT
fcis-18126	102	4	jeon	jeon	PROPN
fcis-18126	102	5	j	j	PROPN
fcis-18126	102	6	h	h	PROPN
fcis-18126	102	7	,	,	PUNCT
fcis-18126	102	8	xu	xu	PROPN
fcis-18126	102	9	x	x	PROPN
fcis-18126	102	10	,	,	PUNCT
fcis-18126	102	11	zhang	zhang	PROPN
fcis-18126	102	12	y	y	PROPN
fcis-18126	102	13	,	,	PUNCT
fcis-18126	102	14	et	et	PROPN
fcis-18126	102	15	al	al	PROPN
fcis-18126	102	16	.	.	PROPN
fcis-18126	102	17	extraction	extraction	NOUN
fcis-18126	102	18	of	of	ADP
fcis-18126	102	19	construction	construction	NOUN
fcis-18126	102	20	quality	quality	NOUN
fcis-18126	102	21	requirements	requirement	NOUN
fcis-18126	102	22	from	from	ADP
fcis-18126	102	23	textual	textual	ADJ
fcis-18126	102	24	specifications	specification	NOUN
fcis-18126	102	25	via	via	ADP
fcis-18126	102	26	natural	natural	ADJ
fcis-18126	102	27	language	language	NOUN
fcis-18126	102	28	processing:[j	processing:[j	NOUN
fcis-18126	102	29	]	]	PUNCT
fcis-18126	102	30	.	.	PUNCT
fcis-18126	103	1	transportation	transportation	NOUN
fcis-18126	103	2	research	research	NOUN
fcis-18126	103	3	record	record	NOUN
fcis-18126	103	4	,	,	PUNCT
fcis-18126	103	5	2021	2021	NUM
fcis-18126	103	6	,	,	PUNCT
fcis-18126	103	7	2675(9):222	2675(9):222	NUM
fcis-18126	103	8	-	-	SYM
fcis-18126	103	9	237	237	NUM
fcis-18126	103	10	.	.	PUNCT
fcis-18126	104	1	[	[	X
fcis-18126	104	2	3	3	X
fcis-18126	104	3	]	]	X
fcis-18126	104	4	han	han	PROPN
fcis-18126	104	5	x	x	PROPN
fcis-18126	104	6	,	,	PUNCT
fcis-18126	104	7	zhang	zhang	PROPN
fcis-18126	104	8	z	z	PROPN
fcis-18126	104	9	,	,	PUNCT
fcis-18126	104	10	liu	liu	PROPN
fcis-18126	104	11	z.	z.	PROPN
fcis-18126	104	12	knowledgeable	knowledgeable	PROPN
fcis-18126	104	13	machine	machine	NOUN
fcis-18126	104	14	learning	learn	VERB
fcis-18126	104	15	for	for	ADP
fcis-18126	104	16	natural	natural	ADJ
fcis-18126	104	17	language	language	NOUN
fcis-18126	104	18	processing[j	processing[j	NOUN
fcis-18126	104	19	]	]	PUNCT
fcis-18126	104	20	.	.	PUNCT
fcis-18126	105	1	communications	communication	NOUN
fcis-18126	105	2	of	of	ADP
fcis-18126	105	3	the	the	DET
fcis-18126	105	4	acm	acm	NOUN
fcis-18126	105	5	,	,	PUNCT
fcis-18126	105	6	2021	2021	NUM
fcis-18126	105	7	,	,	PUNCT
fcis-18126	105	8	2021(11):64	2021(11):64	NUM
fcis-18126	105	9	.	.	PUNCT
fcis-18126	106	1	[	[	X
fcis-18126	106	2	4	4	X
fcis-18126	106	3	]	]	X
fcis-18126	106	4	aldabbas	aldabbas	PROPN
fcis-18126	106	5	h	h	NOUN
fcis-18126	106	6	,	,	PUNCT
fcis-18126	106	7	bajahzar	bajahzar	PROPN
fcis-18126	106	8	a	a	PRON
fcis-18126	106	9	,	,	PUNCT
fcis-18126	106	10	alruily	alruily	ADV
fcis-18126	106	11	m	m	PROPN
fcis-18126	106	12	,	,	PUNCT
fcis-18126	106	13	et	et	PROPN
fcis-18126	106	14	al	al	PROPN
fcis-18126	106	15	.	.	PUNCT
fcis-18126	107	1	google	google	PROPN
fcis-18126	107	2	play	play	VERB
fcis-18126	107	3	content	content	NOUN
fcis-18126	107	4	scraping	scrape	VERB
fcis-18126	107	5	and	and	CCONJ
fcis-18126	107	6	knowledge	knowledge	NOUN
fcis-18126	107	7	engineering	engineering	NOUN
fcis-18126	107	8	using	use	VERB
fcis-18126	107	9	natural	natural	ADJ
fcis-18126	107	10	language	language	NOUN
fcis-18126	107	11	processing	processing	NOUN
fcis-18126	107	12	techniques	technique	NOUN
fcis-18126	107	13	with	with	ADP
fcis-18126	107	14	the	the	DET
fcis-18126	107	15	analysis	analysis	NOUN
fcis-18126	107	16	of	of	ADP
fcis-18126	107	17	user	user	NOUN
fcis-18126	107	18	reviews[j	reviews[j	PROPN
fcis-18126	107	19	]	]	PUNCT
fcis-18126	107	20	.	.	PUNCT
fcis-18126	108	1	journal	journal	PROPN
fcis-18126	108	2	of	of	ADP
fcis-18126	108	3	intelligent	intelligent	ADJ
fcis-18126	108	4	systems	system	NOUN
fcis-18126	108	5	,	,	PUNCT
fcis-18126	108	6	2020	2020	NUM
fcis-18126	108	7	,	,	PUNCT
fcis-18126	108	8	30(1):192	30(1):192	PROPN
fcis-18126	108	9	-	-	SYM
fcis-18126	108	10	208	208	NUM
fcis-18126	108	11	.	.	PUNCT
fcis-18126	109	1	[	[	X
fcis-18126	109	2	5	5	X
fcis-18126	109	3	]	]	PUNCT
fcis-18126	109	4	pham	pham	PROPN
fcis-18126	109	5	h	h	PROPN
fcis-18126	109	6	t	t	PROPN
fcis-18126	109	7	t	t	PROPN
fcis-18126	109	8	l	l	PROPN
fcis-18126	109	9	,	,	PUNCT
fcis-18126	109	10	han	han	PROPN
fcis-18126	109	11	s	s	PROPN
fcis-18126	109	12	u.	u.	PROPN
fcis-18126	109	13	natural	natural	ADJ
fcis-18126	109	14	language	language	NOUN
fcis-18126	109	15	processing	processing	NOUN
fcis-18126	109	16	with	with	ADP
fcis-18126	109	17	multitask	multitask	ADJ
fcis-18126	109	18	classification	classification	NOUN
fcis-18126	109	19	for	for	ADP
fcis-18126	109	20	semantic	semantic	ADJ
fcis-18126	109	21	prediction	prediction	NOUN
fcis-18126	109	22	of	of	ADP
fcis-18126	109	23	riskhandling	riskhandle	VERB
fcis-18126	109	24	actions	action	NOUN
fcis-18126	109	25	in	in	ADP
fcis-18126	109	26	construction	construction	NOUN
fcis-18126	109	27	contracts[j	contracts[j	PROPN
fcis-18126	109	28	]	]	PUNCT
fcis-18126	109	29	.	.	PUNCT
fcis-18126	110	1	journal	journal	PROPN
fcis-18126	110	2	of	of	ADP
fcis-18126	110	3	computing	computing	NOUN
fcis-18126	110	4	in	in	ADP
fcis-18126	110	5	civil	civil	ADJ
fcis-18126	110	6	engineering	engineering	NOUN
fcis-18126	110	7	,	,	PUNCT
fcis-18126	110	8	2023	2023	NUM
fcis-18126	110	9	,	,	PUNCT
fcis-18126	110	10	2023(6):37	2023(6):37	NUM
fcis-18126	110	11	.	.	PUNCT
fcis-18126	111	1	[	[	X
fcis-18126	111	2	6	6	NUM
fcis-18126	111	3	]	]	PUNCT
fcis-18126	111	4	tsai	tsai	PROPN
fcis-18126	111	5	m	m	PROPN
fcis-18126	111	6	f	f	PROPN
fcis-18126	111	7	,	,	PUNCT
fcis-18126	111	8	tseng	tseng	PROPN
fcis-18126	111	9	h	h	PROPN
fcis-18126	111	10	j.	j.	PROPN
fcis-18126	111	11	enhancing	enhance	VERB
fcis-18126	111	12	the	the	DET
fcis-18126	111	13	identification	identification	NOUN
fcis-18126	111	14	accuracy	accuracy	NOUN
fcis-18126	111	15	of	of	ADP
fcis-18126	111	16	deep	deep	ADJ
fcis-18126	111	17	learning	learning	NOUN
fcis-18126	111	18	object	object	NOUN
fcis-18126	111	19	detection	detection	NOUN
fcis-18126	111	20	using	use	VERB
fcis-18126	111	21	natural	natural	ADJ
fcis-18126	111	22	language	language	NOUN
fcis-18126	111	23	processing[j	processing[j	NOUN
fcis-18126	111	24	]	]	PUNCT
fcis-18126	111	25	.	.	PUNCT
fcis-18126	112	1	the	the	DET
fcis-18126	112	2	journal	journal	NOUN
fcis-18126	112	3	of	of	ADP
fcis-18126	112	4	supercomputing	supercomputing	NOUN
fcis-18126	112	5	,	,	PUNCT
fcis-18126	112	6	2021	2021	NUM
fcis-18126	112	7	,	,	PUNCT
fcis-18126	112	8	77(7):116	77(7):116	NOUN
fcis-18126	112	9	.	.	PUNCT
fcis-18126	113	1	[	[	X
fcis-18126	113	2	7	7	X
fcis-18126	113	3	]	]	X
fcis-18126	113	4	liu	liu	PROPN
fcis-18126	113	5	l	l	PROPN
fcis-18126	113	6	,	,	PUNCT
fcis-18126	113	7	yu	yu	PROPN
fcis-18126	113	8	q.	q.	PROPN
fcis-18126	113	9	research	research	PROPN
fcis-18126	113	10	on	on	ADP
fcis-18126	113	11	classification	classification	NOUN
fcis-18126	113	12	method	method	NOUN
fcis-18126	113	13	of	of	ADP
fcis-18126	113	14	answering	answer	VERB
fcis-18126	113	15	questions	question	NOUN
fcis-18126	113	16	in	in	ADP
fcis-18126	113	17	network	network	NOUN
fcis-18126	113	18	classroom	classroom	NOUN
fcis-18126	113	19	based	base	VERB
fcis-18126	113	20	on	on	ADP
fcis-18126	113	21	natural	natural	ADJ
fcis-18126	113	22	language	language	NOUN
fcis-18126	113	23	processing	process	VERB
fcis-18126	113	24	technology[j	technology[j	NOUN
fcis-18126	113	25	]	]	PUNCT
fcis-18126	113	26	.	.	PUNCT
fcis-18126	114	1	international	international	ADJ
fcis-18126	114	2	journal	journal	NOUN
fcis-18126	114	3	of	of	ADP
fcis-18126	114	4	continuing	continue	VERB
fcis-18126	114	5	engineering	engineering	NOUN
fcis-18126	114	6	education	education	NOUN
fcis-18126	114	7	and	and	CCONJ
fcis-18126	114	8	life	life	NOUN
fcis-18126	114	9	-	-	PUNCT
fcis-18126	114	10	long	long	ADJ
fcis-18126	114	11	learning	learning	NOUN
fcis-18126	114	12	,	,	PUNCT
fcis-18126	114	13	2021	2021	NUM
fcis-18126	114	14	,	,	PUNCT
fcis-18126	114	15	2021(2):31	2021(2):31	NUM
fcis-18126	114	16	.	.	PUNCT
fcis-18126	115	1	[	[	X
fcis-18126	115	2	8	8	NUM
fcis-18126	115	3	]	]	X
fcis-18126	115	4	zhang	zhang	PROPN
fcis-18126	115	5	c	c	PROPN
fcis-18126	115	6	,	,	PUNCT
fcis-18126	115	7	mayr	mayr	PROPN
fcis-18126	115	8	p	p	PROPN
fcis-18126	115	9	,	,	PUNCT
fcis-18126	115	10	lu	lu	PROPN
fcis-18126	115	11	w	w	PROPN
fcis-18126	115	12	,	,	PUNCT
fcis-18126	115	13	et	et	PROPN
fcis-18126	115	14	al	al	PROPN
fcis-18126	115	15	.	.	PUNCT
fcis-18126	115	16	guest	guest	PROPN
fcis-18126	115	17	editorial	editorial	NOUN
fcis-18126	115	18	:	:	PUNCT
fcis-18126	115	19	extraction	extraction	NOUN
fcis-18126	115	20	and	and	CCONJ
fcis-18126	115	21	evaluation	evaluation	NOUN
fcis-18126	115	22	of	of	ADP
fcis-18126	115	23	knowledge	knowledge	NOUN
fcis-18126	115	24	entities	entity	NOUN
fcis-18126	115	25	in	in	ADP
fcis-18126	115	26	the	the	DET
fcis-18126	115	27	age	age	NOUN
fcis-18126	115	28	of	of	ADP
fcis-18126	115	29	artificial	artificial	ADJ
fcis-18126	115	30	intelligence[j	intelligence[j	NOUN
fcis-18126	115	31	]	]	PUNCT
fcis-18126	115	32	.	.	PUNCT
fcis-18126	116	1	aslib	aslib	PROPN
fcis-18126	116	2	journal	journal	PROPN
fcis-18126	116	3	of	of	ADP
fcis-18126	116	4	information	information	NOUN
fcis-18126	116	5	management	management	NOUN
fcis-18126	116	6	,	,	PUNCT
fcis-18126	116	7	2023	2023	NUM
fcis-18126	116	8	,	,	PUNCT
fcis-18126	116	9	75(3):433	75(3):433	NUM
fcis-18126	116	10	-	-	SYM
fcis-18126	116	11	437	437	NUM
fcis-18126	116	12	.	.	PUNCT
fcis-18126	117	1	[	[	X
fcis-18126	117	2	9	9	NUM
fcis-18126	117	3	]	]	PUNCT
fcis-18126	117	4	sawant	sawant	NOUN
fcis-18126	117	5	a	a	DET
fcis-18126	117	6	a	a	PROPN
fcis-18126	117	7	,	,	PUNCT
fcis-18126	117	8	devanbu	devanbu	PROPN
fcis-18126	117	9	p.	p.	NOUN
fcis-18126	117	10	naturally	naturally	ADV
fcis-18126	117	11	!	!	PUNCT
fcis-18126	118	1	:	:	PUNCT
fcis-18126	118	2	how	how	SCONJ
fcis-18126	118	3	breakthroughs	breakthrough	NOUN
fcis-18126	118	4	in	in	ADP
fcis-18126	118	5	natural	natural	ADJ
fcis-18126	118	6	language	language	NOUN
fcis-18126	118	7	processing	processing	NOUN
fcis-18126	118	8	can	can	AUX
fcis-18126	118	9	dramatically	dramatically	ADV
fcis-18126	118	10	help	help	VERB
fcis-18126	118	11	developers[j	developers[j	NOUN
fcis-18126	118	12	]	]	PUNCT
fcis-18126	118	13	.	.	PUNCT
fcis-18126	119	1	ieee	ieee	NOUN
fcis-18126	119	2	software	software	PROPN
fcis-18126	119	3	,	,	PUNCT
fcis-18126	119	4	2021	2021	NUM
fcis-18126	119	5	,	,	PUNCT
fcis-18126	119	6	38(5):118	38(5):118	NUM
fcis-18126	119	7	-	-	SYM
fcis-18126	119	8	123	123	NUM
fcis-18126	119	9	.	.	PUNCT
fcis-18126	120	1	[	[	X
fcis-18126	120	2	10	10	NUM
fcis-18126	120	3	]	]	X
fcis-18126	120	4	mustafa	mustafa	PROPN
fcis-18126	120	5	h	h	PROPN
fcis-18126	120	6	a	a	PROPN
fcis-18126	120	7	,	,	PUNCT
fcis-18126	120	8	al	al	PROPN
fcis-18126	120	9	-	-	PUNCT
fcis-18126	120	10	wesabi	wesabi	NOUN
fcis-18126	120	11	f	f	PROPN
fcis-18126	120	12	n	n	CCONJ
fcis-18126	120	13	,	,	PUNCT
fcis-18126	120	14	abdelzahir	abdelzahir	PROPN
fcis-18126	120	15	a	a	PRON
fcis-18126	120	16	,	,	PUNCT
fcis-18126	120	17	et	et	PROPN
fcis-18126	120	18	al	al	PROPN
fcis-18126	120	19	.	.	PUNCT
fcis-18126	121	1	a	a	DET
fcis-18126	121	2	hybrid	hybrid	ADJ
fcis-18126	121	3	intelligent	intelligent	ADJ
fcis-18126	121	4	text	text	NOUN
fcis-18126	121	5	watermarking	watermarking	NOUN
fcis-18126	121	6	and	and	CCONJ
fcis-18126	121	7	natural	natural	ADJ
fcis-18126	121	8	language	language	NOUN
fcis-18126	121	9	processing	processing	NOUN
fcis-18126	121	10	approach	approach	NOUN
fcis-18126	121	11	for	for	ADP
fcis-18126	121	12	transferring	transfer	VERB
fcis-18126	121	13	and	and	CCONJ
fcis-18126	121	14	receiving	receive	VERB
fcis-18126	121	15	an	an	DET
fcis-18126	121	16	authentic	authentic	ADJ
fcis-18126	121	17	english	english	ADJ
fcis-18126	121	18	text	text	NOUN
fcis-18126	121	19	via	via	ADP
fcis-18126	121	20	internet[j	internet[j	PROPN
fcis-18126	121	21	]	]	PUNCT
fcis-18126	121	22	.	.	PUNCT
fcis-18126	122	1	the	the	DET
fcis-18126	122	2	computer	computer	NOUN
fcis-18126	122	3	journal	journal	NOUN
fcis-18126	122	4	,	,	PUNCT
fcis-18126	122	5	2021	2021	NUM
fcis-18126	122	6	,	,	PUNCT
fcis-18126	122	7	2021(2):2	2021(2):2	PROPN
fcis-18126	122	8	.	.	PUNCT