id	sid	tid	token	lemma	pos
ajst-21756	1	1	academic	academic	ADJ
ajst-21756	1	2	journal	journal	NOUN
ajst-21756	1	3	of	of	ADP
ajst-21756	1	4	science	science	NOUN
ajst-21756	1	5	and	and	CCONJ
ajst-21756	1	6	technology	technology	NOUN
ajst-21756	1	7	issn	issn	NOUN
ajst-21756	1	8	:	:	PUNCT
ajst-21756	1	9	2771	2771	NUM
ajst-21756	1	10	-	-	SYM
ajst-21756	1	11	3032	3032	NUM
ajst-21756	1	12	|	|	NOUN
ajst-21756	1	13	vol	vol	NOUN
ajst-21756	1	14	.	.	PROPN
ajst-21756	2	1	11	11	NUM
ajst-21756	2	2	,	,	PUNCT
ajst-21756	2	3	no	no	INTJ
ajst-21756	2	4	.	.	NOUN
ajst-21756	2	5	1	1	NUM
ajst-21756	2	6	,	,	PUNCT
ajst-21756	2	7	2024	2024	NUM
ajst-21756	2	8	58	58	NUM
ajst-21756	2	9	research	research	NOUN
ajst-21756	2	10	on	on	ADP
ajst-21756	2	11	knowledge	knowledge	NOUN
ajst-21756	2	12	graph	graph	NOUN
ajst-21756	2	13	construction	construction	NOUN
ajst-21756	2	14	methods	method	NOUN
ajst-21756	2	15	for	for	ADP
ajst-21756	2	16	news	news	NOUN
ajst-21756	2	17	domain	domain	NOUN
ajst-21756	2	18	peiyi	peiyi	PROPN
ajst-21756	2	19	yang	yang	PROPN
ajst-21756	3	1	*	*	PROPN
ajst-21756	3	2	,	,	PUNCT
ajst-21756	3	3	bin	bin	NOUN
ajst-21756	3	4	song	song	NOUN
ajst-21756	3	5	and	and	CCONJ
ajst-21756	3	6	zhiyong	zhiyong	PROPN
ajst-21756	3	7	zhang	zhang	PROPN
ajst-21756	3	8	information	information	PROPN
ajst-21756	3	9	engineering	engineering	PROPN
ajst-21756	3	10	college	college	PROPN
ajst-21756	3	11	,	,	PUNCT
ajst-21756	3	12	henan	henan	PROPN
ajst-21756	3	13	university	university	PROPN
ajst-21756	3	14	of	of	ADP
ajst-21756	3	15	science	science	NOUN
ajst-21756	3	16	and	and	CCONJ
ajst-21756	3	17	technology	technology	NOUN
ajst-21756	3	18	,	,	PUNCT
ajst-21756	3	19	luoyang	luoyang	PROPN
ajst-21756	3	20	471023	471023	NUM
ajst-21756	3	21	,	,	PUNCT
ajst-21756	3	22	china	china	PROPN
ajst-21756	3	23	*	*	PUNCT
ajst-21756	3	24	corresponding	correspond	VERB
ajst-21756	3	25	author	author	NOUN
ajst-21756	3	26	abstract	abstract	NOUN
ajst-21756	3	27	:	:	PUNCT
ajst-21756	3	28	with	with	ADP
ajst-21756	3	29	the	the	DET
ajst-21756	3	30	rapid	rapid	ADJ
ajst-21756	3	31	development	development	NOUN
ajst-21756	3	32	of	of	ADP
ajst-21756	3	33	the	the	DET
ajst-21756	3	34	internet	internet	NOUN
ajst-21756	3	35	and	and	CCONJ
ajst-21756	3	36	artificial	artificial	ADJ
ajst-21756	3	37	intelligence	intelligence	NOUN
ajst-21756	3	38	technology	technology	NOUN
ajst-21756	3	39	,	,	PUNCT
ajst-21756	3	40	massive	massive	ADJ
ajst-21756	3	41	text	text	NOUN
ajst-21756	3	42	data	datum	NOUN
ajst-21756	3	43	is	be	AUX
ajst-21756	3	44	growing	grow	VERB
ajst-21756	3	45	exponentially	exponentially	ADV
ajst-21756	3	46	,	,	PUNCT
ajst-21756	3	47	and	and	CCONJ
ajst-21756	3	48	the	the	DET
ajst-21756	3	49	news	news	NOUN
ajst-21756	3	50	industry	industry	NOUN
ajst-21756	3	51	is	be	AUX
ajst-21756	3	52	generating	generate	VERB
ajst-21756	3	53	massive	massive	ADJ
ajst-21756	3	54	text	text	NOUN
ajst-21756	3	55	data	datum	NOUN
ajst-21756	3	56	every	every	DET
ajst-21756	3	57	moment	moment	NOUN
ajst-21756	3	58	.	.	PUNCT
ajst-21756	4	1	most	most	ADJ
ajst-21756	4	2	of	of	ADP
ajst-21756	4	3	the	the	DET
ajst-21756	4	4	existing	exist	VERB
ajst-21756	4	5	knowledge	knowledge	NOUN
ajst-21756	4	6	graphs	graph	NOUN
ajst-21756	4	7	focus	focus	VERB
ajst-21756	4	8	on	on	ADP
ajst-21756	4	9	tourism	tourism	NOUN
ajst-21756	4	10	,	,	PUNCT
ajst-21756	4	11	healthcare	healthcare	PROPN
ajst-21756	4	12	,	,	PUNCT
ajst-21756	4	13	finance	finance	NOUN
ajst-21756	4	14	and	and	CCONJ
ajst-21756	4	15	other	other	ADJ
ajst-21756	4	16	fields	field	NOUN
ajst-21756	4	17	,	,	PUNCT
ajst-21756	4	18	while	while	SCONJ
ajst-21756	4	19	there	there	PRON
ajst-21756	4	20	are	be	VERB
ajst-21756	4	21	relatively	relatively	ADV
ajst-21756	4	22	few	few	ADJ
ajst-21756	4	23	in	in	ADP
ajst-21756	4	24	the	the	DET
ajst-21756	4	25	news	news	NOUN
ajst-21756	4	26	field	field	NOUN
ajst-21756	4	27	,	,	PUNCT
ajst-21756	4	28	which	which	PRON
ajst-21756	4	29	is	be	AUX
ajst-21756	4	30	not	not	PART
ajst-21756	4	31	well	well	ADV
ajst-21756	4	32	constructed	construct	VERB
ajst-21756	4	33	.	.	PUNCT
ajst-21756	5	1	aiming	aim	VERB
ajst-21756	5	2	at	at	ADP
ajst-21756	5	3	the	the	DET
ajst-21756	5	4	above	above	ADJ
ajst-21756	5	5	problems	problem	NOUN
ajst-21756	5	6	,	,	PUNCT
ajst-21756	5	7	this	this	DET
ajst-21756	5	8	paper	paper	NOUN
ajst-21756	5	9	firstly	firstly	ADV
ajst-21756	5	10	devotes	devote	VERB
ajst-21756	5	11	to	to	ADP
ajst-21756	5	12	the	the	DET
ajst-21756	5	13	construction	construction	NOUN
ajst-21756	5	14	of	of	ADP
ajst-21756	5	15	ontology	ontology	NOUN
ajst-21756	5	16	library	library	NOUN
ajst-21756	5	17	in	in	ADP
ajst-21756	5	18	news	news	NOUN
ajst-21756	5	19	domain	domain	NOUN
ajst-21756	5	20	,	,	PUNCT
ajst-21756	5	21	and	and	CCONJ
ajst-21756	5	22	precisely	precisely	ADV
ajst-21756	5	23	defines	define	VERB
ajst-21756	5	24	8	8	NUM
ajst-21756	5	25	types	type	NOUN
ajst-21756	5	26	of	of	ADP
ajst-21756	5	27	entities	entity	NOUN
ajst-21756	5	28	and	and	CCONJ
ajst-21756	5	29	9	9	NUM
ajst-21756	5	30	types	type	NOUN
ajst-21756	5	31	of	of	ADP
ajst-21756	5	32	relations	relation	NOUN
ajst-21756	5	33	,	,	PUNCT
ajst-21756	5	34	which	which	PRON
ajst-21756	5	35	lays	lay	VERB
ajst-21756	5	36	a	a	DET
ajst-21756	5	37	solid	solid	ADJ
ajst-21756	5	38	foundation	foundation	NOUN
ajst-21756	5	39	for	for	ADP
ajst-21756	5	40	the	the	DET
ajst-21756	5	41	construction	construction	NOUN
ajst-21756	5	42	of	of	ADP
ajst-21756	5	43	news	news	NOUN
ajst-21756	5	44	knowledge	knowledge	NOUN
ajst-21756	5	45	graph	graph	NOUN
ajst-21756	5	46	.	.	PUNCT
ajst-21756	6	1	subsequently	subsequently	ADV
ajst-21756	6	2	,	,	PUNCT
ajst-21756	6	3	with	with	ADP
ajst-21756	6	4	the	the	DET
ajst-21756	6	5	help	help	NOUN
ajst-21756	6	6	of	of	ADP
ajst-21756	6	7	web	web	NOUN
ajst-21756	6	8	crawler	crawler	NOUN
ajst-21756	6	9	technology	technology	NOUN
ajst-21756	6	10	,	,	PUNCT
ajst-21756	6	11	we	we	PRON
ajst-21756	6	12	extensively	extensively	ADV
ajst-21756	6	13	collected	collect	VERB
ajst-21756	6	14	news	news	NOUN
ajst-21756	6	15	text	text	NOUN
ajst-21756	6	16	and	and	CCONJ
ajst-21756	6	17	image	image	NOUN
ajst-21756	6	18	data	datum	NOUN
ajst-21756	6	19	,	,	PUNCT
ajst-21756	6	20	and	and	CCONJ
ajst-21756	6	21	carried	carry	VERB
ajst-21756	6	22	out	out	ADP
ajst-21756	6	23	rigorous	rigorous	ADJ
ajst-21756	6	24	knowledge	knowledge	NOUN
ajst-21756	6	25	cleaning	cleaning	NOUN
ajst-21756	6	26	,	,	PUNCT
ajst-21756	6	27	extraction	extraction	NOUN
ajst-21756	6	28	and	and	CCONJ
ajst-21756	6	29	fusion	fusion	NOUN
ajst-21756	6	30	processing	processing	NOUN
ajst-21756	6	31	on	on	ADP
ajst-21756	6	32	these	these	DET
ajst-21756	6	33	data	datum	NOUN
ajst-21756	6	34	to	to	PART
ajst-21756	6	35	ensure	ensure	VERB
ajst-21756	6	36	the	the	DET
ajst-21756	6	37	accuracy	accuracy	NOUN
ajst-21756	6	38	and	and	CCONJ
ajst-21756	6	39	completeness	completeness	NOUN
ajst-21756	6	40	of	of	ADP
ajst-21756	6	41	the	the	DET
ajst-21756	6	42	data	datum	NOUN
ajst-21756	6	43	.	.	PUNCT
ajst-21756	7	1	finally	finally	ADV
ajst-21756	7	2	,	,	PUNCT
ajst-21756	7	3	with	with	ADP
ajst-21756	7	4	the	the	DET
ajst-21756	7	5	help	help	NOUN
ajst-21756	7	6	of	of	ADP
ajst-21756	7	7	neo4j	neo4j	PROPN
ajst-21756	7	8	graph	graph	NOUN
ajst-21756	7	9	database	database	NOUN
ajst-21756	7	10	,	,	PUNCT
ajst-21756	7	11	the	the	DET
ajst-21756	7	12	effective	effective	ADJ
ajst-21756	7	13	storage	storage	NOUN
ajst-21756	7	14	of	of	ADP
ajst-21756	7	15	news	news	NOUN
ajst-21756	7	16	knowledge	knowledge	NOUN
ajst-21756	7	17	is	be	AUX
ajst-21756	7	18	realised	realise	VERB
ajst-21756	7	19	,	,	PUNCT
ajst-21756	7	20	and	and	CCONJ
ajst-21756	7	21	the	the	DET
ajst-21756	7	22	news	news	NOUN
ajst-21756	7	23	domain	domain	NOUN
ajst-21756	7	24	knowledge	knowledge	NOUN
ajst-21756	7	25	graph	graph	NOUN
ajst-21756	7	26	is	be	AUX
ajst-21756	7	27	successfully	successfully	ADV
ajst-21756	7	28	constructed	construct	VERB
ajst-21756	7	29	.	.	PUNCT
ajst-21756	8	1	it	it	PRON
ajst-21756	8	2	provides	provide	VERB
ajst-21756	8	3	new	new	ADJ
ajst-21756	8	4	ideas	idea	NOUN
ajst-21756	8	5	and	and	CCONJ
ajst-21756	8	6	means	mean	NOUN
ajst-21756	8	7	for	for	ADP
ajst-21756	8	8	information	information	NOUN
ajst-21756	8	9	mining	mining	NOUN
ajst-21756	8	10	and	and	CCONJ
ajst-21756	8	11	utilisation	utilisation	NOUN
ajst-21756	8	12	in	in	ADP
ajst-21756	8	13	the	the	DET
ajst-21756	8	14	news	news	NOUN
ajst-21756	8	15	industry	industry	NOUN
ajst-21756	8	16	,	,	PUNCT
ajst-21756	8	17	and	and	CCONJ
ajst-21756	8	18	also	also	ADV
ajst-21756	8	19	provides	provide	VERB
ajst-21756	8	20	rich	rich	ADJ
ajst-21756	8	21	,	,	PUNCT
ajst-21756	8	22	high	high	ADJ
ajst-21756	8	23	-	-	PUNCT
ajst-21756	8	24	quality	quality	NOUN
ajst-21756	8	25	data	datum	NOUN
ajst-21756	8	26	support	support	NOUN
ajst-21756	8	27	for	for	ADP
ajst-21756	8	28	downstream	downstream	ADJ
ajst-21756	8	29	applications	application	NOUN
ajst-21756	8	30	,	,	PUNCT
ajst-21756	8	31	which	which	PRON
ajst-21756	8	32	is	be	AUX
ajst-21756	8	33	expected	expect	VERB
ajst-21756	8	34	to	to	PART
ajst-21756	8	35	promote	promote	VERB
ajst-21756	8	36	the	the	DET
ajst-21756	8	37	intelligent	intelligent	ADJ
ajst-21756	8	38	development	development	NOUN
ajst-21756	8	39	of	of	ADP
ajst-21756	8	40	the	the	DET
ajst-21756	8	41	news	news	NOUN
ajst-21756	8	42	field	field	NOUN
ajst-21756	8	43	.	.	PUNCT
ajst-21756	9	1	keywords	keyword	NOUN
ajst-21756	9	2	:	:	PUNCT
ajst-21756	9	3	news	news	NOUN
ajst-21756	9	4	domain	domain	NOUN
ajst-21756	9	5	;	;	PUNCT
ajst-21756	9	6	knowledge	knowledge	NOUN
ajst-21756	9	7	graph	graph	NOUN
ajst-21756	9	8	;	;	PUNCT
ajst-21756	9	9	knowledge	knowledge	NOUN
ajst-21756	9	10	extraction	extraction	NOUN
ajst-21756	9	11	;	;	PUNCT
ajst-21756	9	12	knowledge	knowledge	NOUN
ajst-21756	9	13	storage	storage	NOUN
ajst-21756	9	14	;	;	PUNCT
ajst-21756	9	15	visualisation	visualisation	NOUN
ajst-21756	9	16	.	.	PUNCT
ajst-21756	10	1	1	1	X
ajst-21756	10	2	.	.	X
ajst-21756	10	3	introduction	introduction	NOUN
ajst-21756	10	4	on	on	ADP
ajst-21756	10	5	may	may	PROPN
ajst-21756	10	6	17	17	NUM
ajst-21756	10	7	,	,	PUNCT
ajst-21756	10	8	2012	2012	NUM
ajst-21756	10	9	,	,	PUNCT
ajst-21756	10	10	google	google	PROPN
ajst-21756	10	11	officially	officially	ADV
ajst-21756	10	12	launched	launch	VERB
ajst-21756	10	13	the	the	DET
ajst-21756	10	14	knowledge	knowledge	NOUN
ajst-21756	10	15	graph	graph	NOUN
ajst-21756	10	16	project	project	NOUN
ajst-21756	10	17	[	[	X
ajst-21756	10	18	1	1	NUM
ajst-21756	10	19	]	]	PUNCT
ajst-21756	10	20	,	,	PUNCT
ajst-21756	10	21	which	which	PRON
ajst-21756	10	22	has	have	AUX
ajst-21756	10	23	become	become	VERB
ajst-21756	10	24	an	an	DET
ajst-21756	10	25	important	important	ADJ
ajst-21756	10	26	cornerstone	cornerstone	NOUN
ajst-21756	10	27	for	for	ADP
ajst-21756	10	28	google	google	PROPN
ajst-21756	10	29	to	to	PART
ajst-21756	10	30	build	build	VERB
ajst-21756	10	31	a	a	DET
ajst-21756	10	32	new	new	ADJ
ajst-21756	10	33	intelligent	intelligent	ADJ
ajst-21756	10	34	search	search	NOUN
ajst-21756	10	35	engine	engine	NOUN
ajst-21756	10	36	.	.	PUNCT
ajst-21756	11	1	google	google	PROPN
ajst-21756	11	2	has	have	AUX
ajst-21756	11	3	successfully	successfully	ADV
ajst-21756	11	4	built	build	VERB
ajst-21756	11	5	a	a	DET
ajst-21756	11	6	new	new	ADJ
ajst-21756	11	7	generation	generation	NOUN
ajst-21756	11	8	of	of	ADP
ajst-21756	11	9	search	search	NOUN
ajst-21756	11	10	engine	engine	NOUN
ajst-21756	11	11	with	with	ADP
ajst-21756	11	12	the	the	DET
ajst-21756	11	13	help	help	NOUN
ajst-21756	11	14	of	of	ADP
ajst-21756	11	15	knowledge	knowledge	NOUN
ajst-21756	11	16	graph	graph	NOUN
ajst-21756	11	17	project	project	NOUN
ajst-21756	11	18	,	,	PUNCT
ajst-21756	11	19	so	so	SCONJ
ajst-21756	11	20	that	that	SCONJ
ajst-21756	11	21	it	it	PRON
ajst-21756	11	22	has	have	VERB
ajst-21756	11	23	a	a	DET
ajst-21756	11	24	higher	high	ADJ
ajst-21756	11	25	level	level	NOUN
ajst-21756	11	26	of	of	ADP
ajst-21756	11	27	intelligence	intelligence	NOUN
ajst-21756	11	28	and	and	CCONJ
ajst-21756	11	29	can	can	AUX
ajst-21756	11	30	better	well	ADV
ajst-21756	11	31	meet	meet	VERB
ajst-21756	11	32	the	the	DET
ajst-21756	11	33	user	user	NOUN
ajst-21756	11	34	's	's	PART
ajst-21756	11	35	search	search	NOUN
ajst-21756	11	36	needs	need	NOUN
ajst-21756	11	37	.	.	PUNCT
ajst-21756	12	1	the	the	DET
ajst-21756	12	2	application	application	NOUN
ajst-21756	12	3	of	of	ADP
ajst-21756	12	4	knowledge	knowledge	NOUN
ajst-21756	12	5	graph	graph	NOUN
ajst-21756	12	6	technology	technology	NOUN
ajst-21756	12	7	in	in	ADP
ajst-21756	12	8	google	google	PROPN
ajst-21756	12	9	search	search	NOUN
ajst-21756	12	10	platform	platform	NOUN
ajst-21756	12	11	significantly	significantly	ADV
ajst-21756	12	12	improves	improve	VERB
ajst-21756	12	13	its	its	PRON
ajst-21756	12	14	functional	functional	ADJ
ajst-21756	12	15	performance	performance	NOUN
ajst-21756	12	16	and	and	CCONJ
ajst-21756	12	17	empowers	empower	VERB
ajst-21756	12	18	the	the	DET
ajst-21756	12	19	system	system	NOUN
ajst-21756	12	20	to	to	PART
ajst-21756	12	21	provide	provide	VERB
ajst-21756	12	22	detailed	detailed	ADJ
ajst-21756	12	23	knowledge	knowledge	NOUN
ajst-21756	12	24	background	background	NOUN
ajst-21756	12	25	and	and	CCONJ
ajst-21756	12	26	accurate	accurate	ADJ
ajst-21756	12	27	answers	answer	NOUN
ajst-21756	12	28	to	to	ADP
ajst-21756	12	29	user	user	NOUN
ajst-21756	12	30	queries	query	NOUN
ajst-21756	12	31	.	.	PUNCT
ajst-21756	13	1	knowledge	knowledge	NOUN
ajst-21756	13	2	graph	graph	NOUN
ajst-21756	13	3	is	be	AUX
ajst-21756	13	4	a	a	DET
ajst-21756	13	5	knowledge	knowledge	NOUN
ajst-21756	13	6	representation	representation	NOUN
ajst-21756	13	7	method	method	NOUN
ajst-21756	13	8	based	base	VERB
ajst-21756	13	9	on	on	ADP
ajst-21756	13	10	semantic	semantic	ADJ
ajst-21756	13	11	network	network	NOUN
ajst-21756	13	12	,	,	PUNCT
ajst-21756	13	13	its	its	PRON
ajst-21756	13	14	main	main	ADJ
ajst-21756	13	15	role	role	NOUN
ajst-21756	13	16	is	be	AUX
ajst-21756	13	17	to	to	PART
ajst-21756	13	18	transform	transform	VERB
ajst-21756	13	19	unstructured	unstructured	ADJ
ajst-21756	13	20	and	and	CCONJ
ajst-21756	13	21	semi	semi	ADJ
ajst-21756	13	22	-	-	ADJ
ajst-21756	13	23	structured	structured	ADJ
ajst-21756	13	24	data	datum	NOUN
ajst-21756	13	25	into	into	ADP
ajst-21756	13	26	structured	structured	ADJ
ajst-21756	13	27	data	datum	NOUN
ajst-21756	13	28	[	[	X
ajst-21756	13	29	2	2	NUM
ajst-21756	13	30	]	]	PUNCT
ajst-21756	13	31	,	,	PUNCT
ajst-21756	13	32	through	through	ADP
ajst-21756	13	33	which	which	PRON
ajst-21756	13	34	knowledge	knowledge	NOUN
ajst-21756	13	35	graph	graph	NOUN
ajst-21756	13	36	can	can	AUX
ajst-21756	13	37	accurately	accurately	ADV
ajst-21756	13	38	present	present	VERB
ajst-21756	13	39	complex	complex	ADJ
ajst-21756	13	40	and	and	CCONJ
ajst-21756	13	41	diverse	diverse	ADJ
ajst-21756	13	42	knowledge	knowledge	NOUN
ajst-21756	13	43	relationships	relationship	NOUN
ajst-21756	13	44	.	.	PUNCT
ajst-21756	14	1	it	it	PRON
ajst-21756	14	2	successfully	successfully	ADV
ajst-21756	14	3	integrates	integrate	VERB
ajst-21756	14	4	the	the	DET
ajst-21756	14	5	scattered	scatter	VERB
ajst-21756	14	6	entities	entity	NOUN
ajst-21756	14	7	and	and	CCONJ
ajst-21756	14	8	their	their	PRON
ajst-21756	14	9	relationships	relationship	NOUN
ajst-21756	14	10	in	in	ADP
ajst-21756	14	11	the	the	DET
ajst-21756	14	12	text	text	NOUN
ajst-21756	14	13	into	into	ADP
ajst-21756	14	14	a	a	DET
ajst-21756	14	15	scaled	scale	VERB
ajst-21756	14	16	and	and	CCONJ
ajst-21756	14	17	systematic	systematic	ADJ
ajst-21756	14	18	knowledge	knowledge	NOUN
ajst-21756	14	19	network	network	NOUN
ajst-21756	14	20	by	by	ADP
ajst-21756	14	21	abstracting	abstract	VERB
ajst-21756	14	22	the	the	DET
ajst-21756	14	23	entities	entity	NOUN
ajst-21756	14	24	and	and	CCONJ
ajst-21756	14	25	relationships	relationship	NOUN
ajst-21756	14	26	into	into	ADP
ajst-21756	14	27	nodes	node	NOUN
ajst-21756	14	28	and	and	CCONJ
ajst-21756	14	29	edges	edge	NOUN
ajst-21756	14	30	in	in	ADP
ajst-21756	14	31	the	the	DET
ajst-21756	14	32	graph	graph	NOUN
ajst-21756	14	33	.	.	PUNCT
ajst-21756	15	1	this	this	DET
ajst-21756	15	2	network	network	NOUN
ajst-21756	15	3	not	not	PART
ajst-21756	15	4	only	only	ADV
ajst-21756	15	5	accurately	accurately	ADV
ajst-21756	15	6	reflects	reflect	VERB
ajst-21756	15	7	the	the	DET
ajst-21756	15	8	existence	existence	NOUN
ajst-21756	15	9	of	of	ADP
ajst-21756	15	10	various	various	ADJ
ajst-21756	15	11	types	type	NOUN
ajst-21756	15	12	of	of	ADP
ajst-21756	15	13	entities	entity	NOUN
ajst-21756	15	14	and	and	CCONJ
ajst-21756	15	15	concepts	concept	NOUN
ajst-21756	15	16	in	in	ADP
ajst-21756	15	17	the	the	DET
ajst-21756	15	18	real	real	ADJ
ajst-21756	15	19	world	world	NOUN
ajst-21756	15	20	,	,	PUNCT
ajst-21756	15	21	but	but	CCONJ
ajst-21756	15	22	also	also	ADV
ajst-21756	15	23	digs	dig	VERB
ajst-21756	15	24	deeply	deeply	ADV
ajst-21756	15	25	into	into	ADP
ajst-21756	15	26	the	the	DET
ajst-21756	15	27	intrinsic	intrinsic	ADJ
ajst-21756	15	28	connections	connection	NOUN
ajst-21756	15	29	and	and	CCONJ
ajst-21756	15	30	mutual	mutual	ADJ
ajst-21756	15	31	influences	influence	NOUN
ajst-21756	15	32	between	between	ADP
ajst-21756	15	33	them	they	PRON
ajst-21756	15	34	.	.	PUNCT
ajst-21756	16	1	as	as	ADP
ajst-21756	16	2	a	a	DET
ajst-21756	16	3	powerful	powerful	ADJ
ajst-21756	16	4	data	data	NOUN
ajst-21756	16	5	model	model	NOUN
ajst-21756	16	6	,	,	PUNCT
ajst-21756	16	7	it	it	PRON
ajst-21756	16	8	has	have	VERB
ajst-21756	16	9	the	the	DET
ajst-21756	16	10	ability	ability	NOUN
ajst-21756	16	11	to	to	PART
ajst-21756	16	12	support	support	VERB
ajst-21756	16	13	the	the	DET
ajst-21756	16	14	relational	relational	ADJ
ajst-21756	16	15	representation	representation	NOUN
ajst-21756	16	16	of	of	ADP
ajst-21756	16	17	complex	complex	ADJ
ajst-21756	16	18	and	and	CCONJ
ajst-21756	16	19	massive	massive	ADJ
ajst-21756	16	20	data	datum	NOUN
ajst-21756	16	21	,	,	PUNCT
ajst-21756	16	22	and	and	CCONJ
ajst-21756	16	23	provides	provide	VERB
ajst-21756	16	24	a	a	DET
ajst-21756	16	25	new	new	ADJ
ajst-21756	16	26	perspective	perspective	NOUN
ajst-21756	16	27	to	to	PART
ajst-21756	16	28	deeply	deeply	ADV
ajst-21756	16	29	understand	understand	VERB
ajst-21756	16	30	the	the	DET
ajst-21756	16	31	world	world	NOUN
ajst-21756	17	1	[	[	X
ajst-21756	17	2	3	3	NUM
ajst-21756	17	3	]	]	PUNCT
ajst-21756	17	4	.	.	PUNCT
ajst-21756	18	1	with	with	ADP
ajst-21756	18	2	the	the	DET
ajst-21756	18	3	rapid	rapid	ADJ
ajst-21756	18	4	development	development	NOUN
ajst-21756	18	5	of	of	ADP
ajst-21756	18	6	the	the	DET
ajst-21756	18	7	internet	internet	NOUN
ajst-21756	18	8	and	and	CCONJ
ajst-21756	18	9	the	the	DET
ajst-21756	18	10	explosive	explosive	ADJ
ajst-21756	18	11	growth	growth	NOUN
ajst-21756	18	12	of	of	ADP
ajst-21756	18	13	news	news	NOUN
ajst-21756	18	14	information	information	NOUN
ajst-21756	18	15	,	,	PUNCT
ajst-21756	18	16	people	people	NOUN
ajst-21756	18	17	are	be	AUX
ajst-21756	18	18	faced	face	VERB
ajst-21756	18	19	with	with	ADP
ajst-21756	18	20	a	a	DET
ajst-21756	18	21	large	large	ADJ
ajst-21756	18	22	amount	amount	NOUN
ajst-21756	18	23	of	of	ADP
ajst-21756	18	24	fragmented	fragmented	ADJ
ajst-21756	18	25	news	news	NOUN
ajst-21756	18	26	information	information	NOUN
ajst-21756	18	27	and	and	CCONJ
ajst-21756	18	28	information	information	NOUN
ajst-21756	18	29	overload	overload	NOUN
ajst-21756	18	30	[	[	X
ajst-21756	18	31	4	4	NUM
ajst-21756	18	32	]	]	PUNCT
ajst-21756	18	33	.	.	PUNCT
ajst-21756	19	1	traditional	traditional	ADJ
ajst-21756	19	2	news	news	NOUN
ajst-21756	19	3	processing	processing	NOUN
ajst-21756	19	4	methods	method	NOUN
ajst-21756	19	5	often	often	ADV
ajst-21756	19	6	fail	fail	VERB
ajst-21756	19	7	to	to	PART
ajst-21756	19	8	fully	fully	ADV
ajst-21756	19	9	mine	mine	VERB
ajst-21756	19	10	and	and	CCONJ
ajst-21756	19	11	integrate	integrate	VERB
ajst-21756	19	12	this	this	DET
ajst-21756	19	13	information	information	NOUN
ajst-21756	19	14	,	,	PUNCT
ajst-21756	19	15	making	make	VERB
ajst-21756	19	16	it	it	PRON
ajst-21756	19	17	difficult	difficult	ADJ
ajst-21756	19	18	for	for	SCONJ
ajst-21756	19	19	users	user	NOUN
ajst-21756	19	20	to	to	PART
ajst-21756	19	21	accurately	accurately	ADV
ajst-21756	19	22	access	access	VERB
ajst-21756	19	23	the	the	DET
ajst-21756	19	24	desired	desire	VERB
ajst-21756	19	25	news	news	NOUN
ajst-21756	19	26	content	content	NOUN
ajst-21756	19	27	.	.	PUNCT
ajst-21756	20	1	in	in	ADP
ajst-21756	20	2	this	this	DET
ajst-21756	20	3	context	context	NOUN
ajst-21756	20	4	,	,	PUNCT
ajst-21756	20	5	the	the	DET
ajst-21756	20	6	research	research	NOUN
ajst-21756	20	7	of	of	ADP
ajst-21756	20	8	news	news	NOUN
ajst-21756	20	9	knowledge	knowledge	NOUN
ajst-21756	20	10	graph	graph	NOUN
ajst-21756	20	11	has	have	AUX
ajst-21756	20	12	emerged	emerge	VERB
ajst-21756	20	13	.	.	PUNCT
ajst-21756	21	1	news	news	NOUN
ajst-21756	21	2	knowledge	knowledge	NOUN
ajst-21756	21	3	graph	graph	NOUN
ajst-21756	21	4	is	be	AUX
ajst-21756	21	5	a	a	DET
ajst-21756	21	6	knowledge	knowledge	NOUN
ajst-21756	21	7	graph	graph	NOUN
ajst-21756	21	8	with	with	ADP
ajst-21756	21	9	structured	structured	ADJ
ajst-21756	21	10	and	and	CCONJ
ajst-21756	21	11	semantic	semantic	ADJ
ajst-21756	21	12	associations	association	NOUN
ajst-21756	21	13	constructed	construct	VERB
ajst-21756	21	14	based	base	VERB
ajst-21756	21	15	on	on	ADP
ajst-21756	21	16	news	news	NOUN
ajst-21756	21	17	content	content	NOUN
ajst-21756	21	18	.	.	PUNCT
ajst-21756	22	1	it	it	PRON
ajst-21756	22	2	provides	provide	VERB
ajst-21756	22	3	a	a	DET
ajst-21756	22	4	more	more	ADV
ajst-21756	22	5	comprehensive	comprehensive	ADJ
ajst-21756	22	6	,	,	PUNCT
ajst-21756	22	7	accurate	accurate	ADJ
ajst-21756	22	8	and	and	CCONJ
ajst-21756	22	9	comprehensible	comprehensible	ADJ
ajst-21756	22	10	representation	representation	NOUN
ajst-21756	22	11	of	of	ADP
ajst-21756	22	12	news	news	NOUN
ajst-21756	22	13	information	information	NOUN
ajst-21756	22	14	by	by	ADP
ajst-21756	22	15	extracting	extract	VERB
ajst-21756	22	16	and	and	CCONJ
ajst-21756	22	17	organising	organise	VERB
ajst-21756	22	18	the	the	DET
ajst-21756	22	19	entities	entity	NOUN
ajst-21756	22	20	,	,	PUNCT
ajst-21756	22	21	events	event	NOUN
ajst-21756	22	22	,	,	PUNCT
ajst-21756	22	23	relationships	relationship	NOUN
ajst-21756	22	24	and	and	CCONJ
ajst-21756	22	25	other	other	ADJ
ajst-21756	22	26	elements	element	NOUN
ajst-21756	22	27	in	in	ADP
ajst-21756	22	28	the	the	DET
ajst-21756	22	29	news	news	NOUN
ajst-21756	22	30	,	,	PUNCT
ajst-21756	22	31	presenting	present	VERB
ajst-21756	22	32	them	they	PRON
ajst-21756	22	33	in	in	ADP
ajst-21756	22	34	the	the	DET
ajst-21756	22	35	form	form	NOUN
ajst-21756	22	36	of	of	ADP
ajst-21756	22	37	a	a	DET
ajst-21756	22	38	graph	graph	NOUN
ajst-21756	22	39	,	,	PUNCT
ajst-21756	22	40	and	and	CCONJ
ajst-21756	22	41	connecting	connect	VERB
ajst-21756	22	42	different	different	ADJ
ajst-21756	22	43	knowledge	knowledge	NOUN
ajst-21756	22	44	points	point	NOUN
ajst-21756	22	45	through	through	ADP
ajst-21756	22	46	semantic	semantic	ADJ
ajst-21756	22	47	associations	association	NOUN
ajst-21756	22	48	,	,	PUNCT
ajst-21756	22	49	structuring	structuring	NOUN
ajst-21756	22	50	and	and	CCONJ
ajst-21756	22	51	semantically	semantically	ADV
ajst-21756	22	52	associating	associate	VERB
ajst-21756	22	53	the	the	DET
ajst-21756	22	54	fragmented	fragmented	ADJ
ajst-21756	22	55	news	news	NOUN
ajst-21756	22	56	information	information	NOUN
ajst-21756	22	57	,	,	PUNCT
ajst-21756	22	58	so	so	SCONJ
ajst-21756	22	59	that	that	SCONJ
ajst-21756	22	60	the	the	DET
ajst-21756	22	61	user	user	NOUN
ajst-21756	22	62	can	can	AUX
ajst-21756	22	63	understand	understand	VERB
ajst-21756	22	64	the	the	DET
ajst-21756	22	65	correlation	correlation	NOUN
ajst-21756	22	66	and	and	CCONJ
ajst-21756	22	67	internal	internal	ADJ
ajst-21756	22	68	logic	logic	NOUN
ajst-21756	22	69	of	of	ADP
ajst-21756	22	70	the	the	DET
ajst-21756	22	71	news	news	NOUN
ajst-21756	22	72	events	event	NOUN
ajst-21756	22	73	more	more	ADV
ajst-21756	22	74	clearly	clearly	ADV
ajst-21756	22	75	,	,	PUNCT
ajst-21756	22	76	and	and	CCONJ
ajst-21756	22	77	thus	thus	ADV
ajst-21756	22	78	understand	understand	VERB
ajst-21756	22	79	the	the	DET
ajst-21756	22	80	news	news	NOUN
ajst-21756	22	81	content	content	NOUN
ajst-21756	22	82	better	well	ADV
ajst-21756	22	83	.	.	PUNCT
ajst-21756	23	1	the	the	DET
ajst-21756	23	2	news	news	NOUN
ajst-21756	23	3	content	content	NOUN
ajst-21756	23	4	can	can	AUX
ajst-21756	23	5	be	be	AUX
ajst-21756	23	6	better	well	ADV
ajst-21756	23	7	understood	understand	VERB
ajst-21756	23	8	by	by	ADP
ajst-21756	23	9	the	the	DET
ajst-21756	23	10	users	user	NOUN
ajst-21756	23	11	.	.	PUNCT
ajst-21756	24	1	however	however	ADV
ajst-21756	24	2	,	,	PUNCT
ajst-21756	24	3	due	due	ADP
ajst-21756	24	4	to	to	ADP
ajst-21756	24	5	the	the	DET
ajst-21756	24	6	complex	complex	ADJ
ajst-21756	24	7	relational	relational	ADJ
ajst-21756	24	8	attributes	attribute	NOUN
ajst-21756	24	9	of	of	ADP
ajst-21756	24	10	news	news	NOUN
ajst-21756	24	11	texts	text	NOUN
ajst-21756	24	12	,	,	PUNCT
ajst-21756	24	13	knowledge	knowledge	NOUN
ajst-21756	24	14	graphs	graph	NOUN
ajst-21756	24	15	in	in	ADP
ajst-21756	24	16	the	the	DET
ajst-21756	24	17	news	news	NOUN
ajst-21756	24	18	domain	domain	NOUN
ajst-21756	24	19	are	be	AUX
ajst-21756	24	20	still	still	ADV
ajst-21756	24	21	rare	rare	ADJ
ajst-21756	24	22	and	and	CCONJ
ajst-21756	24	23	the	the	DET
ajst-21756	24	24	related	relate	VERB
ajst-21756	24	25	datasets	dataset	NOUN
ajst-21756	24	26	are	be	AUX
ajst-21756	24	27	extremely	extremely	ADV
ajst-21756	24	28	scarce	scarce	ADJ
ajst-21756	24	29	.	.	PUNCT
ajst-21756	25	1	meanwhile	meanwhile	ADV
ajst-21756	25	2	,	,	PUNCT
ajst-21756	25	3	most	most	ADJ
ajst-21756	25	4	of	of	ADP
ajst-21756	25	5	the	the	DET
ajst-21756	25	6	knowledge	knowledge	NOUN
ajst-21756	25	7	graph	graph	NOUN
ajst-21756	25	8	construction	construction	NOUN
ajst-21756	25	9	work	work	NOUN
ajst-21756	25	10	focuses	focus	VERB
ajst-21756	25	11	on	on	ADP
ajst-21756	25	12	text	text	NOUN
ajst-21756	25	13	data	datum	NOUN
ajst-21756	25	14	as	as	ADP
ajst-21756	25	15	a	a	DET
ajst-21756	25	16	single	single	ADJ
ajst-21756	25	17	modality	modality	NOUN
ajst-21756	25	18	,	,	PUNCT
ajst-21756	25	19	mainly	mainly	ADV
ajst-21756	25	20	focusing	focus	VERB
ajst-21756	25	21	on	on	ADP
ajst-21756	25	22	the	the	DET
ajst-21756	25	23	organisational	organisational	ADJ
ajst-21756	25	24	and	and	CCONJ
ajst-21756	25	25	textual	textual	ADJ
ajst-21756	25	26	knowledge	knowledge	NOUN
ajst-21756	25	27	presented	present	VERB
ajst-21756	25	28	in	in	ADP
ajst-21756	25	29	a	a	DET
ajst-21756	25	30	structured	structured	ADJ
ajst-21756	25	31	form	form	NOUN
ajst-21756	25	32	,	,	PUNCT
ajst-21756	25	33	but	but	CCONJ
ajst-21756	25	34	often	often	ADV
ajst-21756	25	35	neglecting	neglect	VERB
ajst-21756	25	36	the	the	DET
ajst-21756	25	37	rich	rich	ADJ
ajst-21756	25	38	image	image	NOUN
ajst-21756	25	39	information	information	NOUN
ajst-21756	25	40	contained	contain	VERB
ajst-21756	25	41	in	in	ADP
ajst-21756	25	42	image	image	NOUN
ajst-21756	25	43	data	datum	NOUN
ajst-21756	25	44	[	[	X
ajst-21756	25	45	5	5	NUM
ajst-21756	25	46	]	]	PUNCT
ajst-21756	25	47	.	.	PUNCT
ajst-21756	26	1	this	this	DET
ajst-21756	26	2	paper	paper	NOUN
ajst-21756	26	3	proposes	propose	VERB
ajst-21756	26	4	a	a	DET
ajst-21756	26	5	knowledge	knowledge	NOUN
ajst-21756	26	6	graph	graph	NOUN
ajst-21756	26	7	construction	construction	NOUN
ajst-21756	26	8	framework	framework	NOUN
ajst-21756	26	9	for	for	ADP
ajst-21756	26	10	the	the	DET
ajst-21756	26	11	news	news	NOUN
ajst-21756	26	12	domain	domain	NOUN
ajst-21756	26	13	based	base	VERB
ajst-21756	26	14	on	on	ADP
ajst-21756	26	15	the	the	DET
ajst-21756	26	16	research	research	NOUN
ajst-21756	26	17	value	value	NOUN
ajst-21756	26	18	and	and	CCONJ
ajst-21756	26	19	information	information	NOUN
ajst-21756	26	20	characteristics	characteristic	NOUN
ajst-21756	26	21	,	,	PUNCT
ajst-21756	26	22	constructs	construct	VERB
ajst-21756	26	23	a	a	DET
ajst-21756	26	24	news	news	NOUN
ajst-21756	26	25	domain	domain	NOUN
ajst-21756	26	26	dataset	dataset	NOUN
ajst-21756	26	27	containing	contain	VERB
ajst-21756	26	28	text	text	NOUN
ajst-21756	26	29	and	and	CCONJ
ajst-21756	26	30	image	image	NOUN
ajst-21756	26	31	modalities	modality	NOUN
ajst-21756	26	32	,	,	PUNCT
ajst-21756	26	33	makes	make	VERB
ajst-21756	26	34	great	great	ADJ
ajst-21756	26	35	use	use	NOUN
ajst-21756	26	36	of	of	ADP
ajst-21756	26	37	multi	multi	ADJ
ajst-21756	26	38	-	-	ADJ
ajst-21756	26	39	source	source	ADJ
ajst-21756	26	40	heterogeneous	heterogeneous	ADJ
ajst-21756	26	41	information	information	NOUN
ajst-21756	26	42	,	,	PUNCT
ajst-21756	26	43	adopts	adopt	VERB
ajst-21756	26	44	deep	deep	ADJ
ajst-21756	26	45	learning	learning	NOUN
ajst-21756	26	46	and	and	CCONJ
ajst-21756	26	47	other	other	ADJ
ajst-21756	26	48	techniques	technique	NOUN
ajst-21756	26	49	to	to	PART
ajst-21756	26	50	complete	complete	VERB
ajst-21756	26	51	the	the	DET
ajst-21756	26	52	extraction	extraction	NOUN
ajst-21756	26	53	,	,	PUNCT
ajst-21756	26	54	and	and	CCONJ
ajst-21756	26	55	expresses	express	VERB
ajst-21756	26	56	the	the	DET
ajst-21756	26	57	news	news	NOUN
ajst-21756	26	58	knowledge	knowledge	NOUN
ajst-21756	26	59	in	in	ADP
ajst-21756	26	60	the	the	DET
ajst-21756	26	61	data	datum	NOUN
ajst-21756	26	62	in	in	ADP
ajst-21756	26	63	a	a	DET
ajst-21756	26	64	structured	structured	ADJ
ajst-21756	26	65	way	way	NOUN
ajst-21756	26	66	,	,	PUNCT
ajst-21756	26	67	provides	provide	VERB
ajst-21756	26	68	a	a	DET
ajst-21756	26	69	knowledge	knowledge	NOUN
ajst-21756	26	70	base	base	NOUN
ajst-21756	26	71	for	for	ADP
ajst-21756	26	72	relevant	relevant	ADJ
ajst-21756	26	73	practitioners	practitioner	NOUN
ajst-21756	26	74	and	and	CCONJ
ajst-21756	26	75	researchers	researcher	NOUN
ajst-21756	26	76	,	,	PUNCT
ajst-21756	26	77	and	and	CCONJ
ajst-21756	26	78	provides	provide	VERB
ajst-21756	26	79	a	a	DET
ajst-21756	26	80	reference	reference	NOUN
ajst-21756	26	81	for	for	ADP
ajst-21756	26	82	the	the	DET
ajst-21756	26	83	subsequent	subsequent	ADJ
ajst-21756	26	84	research	research	NOUN
ajst-21756	26	85	in	in	ADP
ajst-21756	26	86	this	this	DET
ajst-21756	26	87	field	field	NOUN
ajst-21756	26	88	.	.	PUNCT
ajst-21756	27	1	provide	provide	VERB
ajst-21756	27	2	reference	reference	NOUN
ajst-21756	27	3	for	for	ADP
ajst-21756	27	4	the	the	DET
ajst-21756	27	5	subsequent	subsequent	ADJ
ajst-21756	27	6	research	research	NOUN
ajst-21756	27	7	in	in	ADP
ajst-21756	27	8	this	this	DET
ajst-21756	27	9	field	field	NOUN
ajst-21756	27	10	.	.	PUNCT
ajst-21756	28	1	2	2	X
ajst-21756	28	2	.	.	X
ajst-21756	28	3	related	relate	VERB
ajst-21756	28	4	work	work	NOUN
ajst-21756	28	5	knowledge	knowledge	NOUN
ajst-21756	28	6	graphs	graph	NOUN
ajst-21756	28	7	are	be	AUX
ajst-21756	28	8	now	now	ADV
ajst-21756	28	9	widely	widely	ADV
ajst-21756	28	10	used	use	VERB
ajst-21756	28	11	to	to	PART
ajst-21756	28	12	process	process	VERB
ajst-21756	28	13	structured	structure	VERB
ajst-21756	28	14	and	and	CCONJ
ajst-21756	28	15	textual	textual	ADJ
ajst-21756	28	16	data	datum	NOUN
ajst-21756	28	17	,	,	PUNCT
ajst-21756	28	18	and	and	CCONJ
ajst-21756	28	19	have	have	AUX
ajst-21756	28	20	been	be	AUX
ajst-21756	28	21	applied	apply	VERB
ajst-21756	28	22	in	in	ADP
ajst-21756	28	23	many	many	ADJ
ajst-21756	28	24	fields	field	NOUN
ajst-21756	28	25	such	such	ADJ
ajst-21756	28	26	as	as	ADP
ajst-21756	28	27	finance	finance	NOUN
ajst-21756	28	28	,	,	PUNCT
ajst-21756	28	29	medicine	medicine	NOUN
ajst-21756	28	30	,	,	PUNCT
ajst-21756	28	31	education	education	NOUN
ajst-21756	28	32	,	,	PUNCT
ajst-21756	28	33	and	and	CCONJ
ajst-21756	28	34	agriculture	agriculture	NOUN
ajst-21756	29	1	[	[	X
ajst-21756	29	2	6	6	NUM
ajst-21756	29	3	]	]	PUNCT
ajst-21756	29	4	.	.	PUNCT
ajst-21756	30	1	miao	miao	PROPN
ajst-21756	30	2	et	et	PROPN
ajst-21756	30	3	al	al	PROPN
ajst-21756	31	1	[	[	X
ajst-21756	31	2	7	7	NUM
ajst-21756	31	3	]	]	PUNCT
ajst-21756	31	4	proposed	propose	VERB
ajst-21756	31	5	a	a	DET
ajst-21756	31	6	dynamic	dynamic	ADJ
ajst-21756	31	7	financial	financial	ADJ
ajst-21756	31	8	knowledge	knowledge	NOUN
ajst-21756	31	9	59	59	NUM
ajst-21756	31	10	graph	graph	NOUN
ajst-21756	31	11	construction	construction	NOUN
ajst-21756	31	12	method	method	NOUN
ajst-21756	31	13	that	that	PRON
ajst-21756	31	14	integrates	integrate	VERB
ajst-21756	31	15	reinforcement	reinforcement	NOUN
ajst-21756	31	16	learning	learning	NOUN
ajst-21756	31	17	and	and	CCONJ
ajst-21756	31	18	migration	migration	NOUN
ajst-21756	31	19	learning	learn	VERB
ajst-21756	31	20	techniques	technique	NOUN
ajst-21756	31	21	.	.	PUNCT
ajst-21756	32	1	migration	migration	NOUN
ajst-21756	32	2	learning	learn	VERB
ajst-21756	32	3	algorithms	algorithm	NOUN
ajst-21756	32	4	are	be	AUX
ajst-21756	32	5	applied	apply	VERB
ajst-21756	32	6	to	to	PART
ajst-21756	32	7	train	train	NOUN
ajst-21756	32	8	models	model	NOUN
ajst-21756	32	9	based	base	VERB
ajst-21756	32	10	on	on	ADP
ajst-21756	32	11	bert	bert	PROPN
ajst-21756	32	12	,	,	PUNCT
ajst-21756	32	13	bi	bi	NOUN
ajst-21756	32	14	-	-	ADJ
ajst-21756	32	15	lstm	lstm	ADJ
ajst-21756	32	16	and	and	CCONJ
ajst-21756	32	17	cbe	cbe	PROPN
ajst-21756	32	18	,	,	PUNCT
ajst-21756	32	19	which	which	PRON
ajst-21756	32	20	are	be	AUX
ajst-21756	32	21	fine	fine	ADV
ajst-21756	32	22	-	-	PUNCT
ajst-21756	32	23	tuned	tune	VERB
ajst-21756	32	24	for	for	SCONJ
ajst-21756	32	25	the	the	DET
ajst-21756	32	26	financial	financial	ADJ
ajst-21756	32	27	domain	domain	NOUN
ajst-21756	32	28	to	to	PART
ajst-21756	32	29	recognise	recognise	VERB
ajst-21756	32	30	various	various	ADJ
ajst-21756	32	31	financial	financial	ADJ
ajst-21756	32	32	entities	entity	NOUN
ajst-21756	32	33	in	in	ADP
ajst-21756	32	34	the	the	DET
ajst-21756	32	35	text	text	NOUN
ajst-21756	32	36	.	.	PUNCT
ajst-21756	33	1	in	in	ADP
ajst-21756	33	2	addition	addition	NOUN
ajst-21756	33	3	,	,	PUNCT
ajst-21756	33	4	a	a	DET
ajst-21756	33	5	display	display	NOUN
ajst-21756	33	6	website	website	NOUN
ajst-21756	33	7	was	be	AUX
ajst-21756	33	8	designed	design	VERB
ajst-21756	33	9	and	and	CCONJ
ajst-21756	33	10	implemented	implement	VERB
ajst-21756	33	11	to	to	PART
ajst-21756	33	12	visualise	visualise	VERB
ajst-21756	33	13	the	the	DET
ajst-21756	33	14	structural	structural	ADJ
ajst-21756	33	15	changes	change	NOUN
ajst-21756	33	16	of	of	ADP
ajst-21756	33	17	the	the	DET
ajst-21756	33	18	knowledge	knowledge	NOUN
ajst-21756	33	19	graph	graph	NOUN
ajst-21756	33	20	over	over	ADP
ajst-21756	33	21	time	time	NOUN
ajst-21756	33	22	in	in	ADP
ajst-21756	33	23	real	real	ADJ
ajst-21756	33	24	time.li	time.li	NUM
ajst-21756	33	25	et	et	NOUN
ajst-21756	33	26	al	al	PROPN
ajst-21756	34	1	[	[	X
ajst-21756	34	2	8	8	NUM
ajst-21756	34	3	]	]	PUNCT
ajst-21756	34	4	proposed	propose	VERB
ajst-21756	34	5	to	to	PART
ajst-21756	34	6	learn	learn	VERB
ajst-21756	34	7	the	the	DET
ajst-21756	34	8	embedding	embed	VERB
ajst-21756	34	9	vectors	vector	NOUN
ajst-21756	34	10	using	use	VERB
ajst-21756	34	11	prtransh	prtransh	ADJ
ajst-21756	34	12	,	,	PUNCT
ajst-21756	34	13	performed	perform	VERB
ajst-21756	34	14	graph	graph	NOUN
ajst-21756	34	15	embedding	embed	VERB
ajst-21756	34	16	,	,	PUNCT
ajst-21756	34	17	and	and	CCONJ
ajst-21756	34	18	finally	finally	ADV
ajst-21756	34	19	constructed	construct	VERB
ajst-21756	34	20	a	a	DET
ajst-21756	34	21	knowledge	knowledge	NOUN
ajst-21756	34	22	graph	graph	NOUN
ajst-21756	34	23	with	with	ADP
ajst-21756	34	24	nine	nine	NUM
ajst-21756	34	25	relationships	relationship	NOUN
ajst-21756	34	26	defined	define	VERB
ajst-21756	34	27	with	with	ADP
ajst-21756	34	28	diseases	disease	NOUN
ajst-21756	34	29	at	at	ADP
ajst-21756	34	30	the	the	DET
ajst-21756	34	31	core	core	NOUN
ajst-21756	34	32	,	,	PUNCT
ajst-21756	34	33	which	which	PRON
ajst-21756	34	34	optimised	optimise	VERB
ajst-21756	34	35	the	the	DET
ajst-21756	34	36	construction	construction	NOUN
ajst-21756	34	37	of	of	ADP
ajst-21756	34	38	the	the	DET
ajst-21756	34	39	knowledge	knowledge	NOUN
ajst-21756	34	40	graph	graph	NOUN
ajst-21756	34	41	.	.	PUNCT
ajst-21756	35	1	literature	literature	NOUN
ajst-21756	36	1	[	[	X
ajst-21756	36	2	9	9	NUM
ajst-21756	36	3	]	]	PUNCT
ajst-21756	36	4	proposes	propose	VERB
ajst-21756	36	5	a	a	DET
ajst-21756	36	6	method	method	NOUN
ajst-21756	36	7	for	for	ADP
ajst-21756	36	8	automatic	automatic	ADJ
ajst-21756	36	9	construction	construction	NOUN
ajst-21756	36	10	of	of	ADP
ajst-21756	36	11	educational	educational	ADJ
ajst-21756	36	12	knowledge	knowledge	NOUN
ajst-21756	36	13	graphs	graph	NOUN
ajst-21756	36	14	based	base	VERB
ajst-21756	36	15	on	on	ADP
ajst-21756	36	16	word	word	NOUN
ajst-21756	36	17	embedding	embed	VERB
ajst-21756	36	18	techniques	technique	NOUN
ajst-21756	36	19	,	,	PUNCT
ajst-21756	36	20	using	use	VERB
ajst-21756	36	21	advanced	advanced	ADJ
ajst-21756	36	22	word	word	NOUN
ajst-21756	36	23	and	and	CCONJ
ajst-21756	36	24	sentence	sentence	NOUN
ajst-21756	36	25	embedding	embed	VERB
ajst-21756	36	26	techniques	technique	NOUN
ajst-21756	36	27	to	to	PART
ajst-21756	36	28	improve	improve	VERB
ajst-21756	36	29	concept	concept	NOUN
ajst-21756	36	30	extraction	extraction	NOUN
ajst-21756	36	31	and	and	CCONJ
ajst-21756	36	32	weighting	weighting	NOUN
ajst-21756	36	33	mechanisms	mechanism	NOUN
ajst-21756	36	34	.	.	PUNCT
ajst-21756	37	1	specifically	specifically	ADV
ajst-21756	37	2	,	,	PUNCT
ajst-21756	37	3	the	the	DET
ajst-21756	37	4	sifrank	sifrank	ADJ
ajst-21756	37	5	keyword	keyword	NOUN
ajst-21756	37	6	extraction	extraction	NOUN
ajst-21756	37	7	method	method	NOUN
ajst-21756	37	8	is	be	AUX
ajst-21756	37	9	improved	improve	VERB
ajst-21756	37	10	using	use	VERB
ajst-21756	37	11	squeezebert	squeezebert	NOUN
ajst-21756	37	12	,	,	PUNCT
ajst-21756	37	13	which	which	PRON
ajst-21756	37	14	effectively	effectively	ADV
ajst-21756	37	15	improves	improve	VERB
ajst-21756	37	16	the	the	DET
ajst-21756	37	17	accuracy	accuracy	NOUN
ajst-21756	37	18	and	and	CCONJ
ajst-21756	37	19	efficiency	efficiency	NOUN
ajst-21756	37	20	of	of	ADP
ajst-21756	37	21	keyword	keyword	NOUN
ajst-21756	37	22	extraction	extraction	NOUN
ajst-21756	37	23	.	.	PUNCT
ajst-21756	38	1	and	and	CCONJ
ajst-21756	38	2	a	a	DET
ajst-21756	38	3	concept	concept	NOUN
ajst-21756	38	4	weighting	weight	VERB
ajst-21756	38	5	strategy	strategy	NOUN
ajst-21756	38	6	based	base	VERB
ajst-21756	38	7	on	on	ADP
ajst-21756	38	8	sbert	sbert	NOUN
ajst-21756	38	9	is	be	AUX
ajst-21756	38	10	proposed	propose	VERB
ajst-21756	38	11	,	,	PUNCT
ajst-21756	38	12	which	which	PRON
ajst-21756	38	13	provides	provide	VERB
ajst-21756	38	14	theoretical	theoretical	ADJ
ajst-21756	38	15	support	support	NOUN
ajst-21756	38	16	and	and	CCONJ
ajst-21756	38	17	practical	practical	ADJ
ajst-21756	38	18	paths	path	NOUN
ajst-21756	38	19	to	to	PART
ajst-21756	38	20	achieve	achieve	VERB
ajst-21756	38	21	efficient	efficient	ADJ
ajst-21756	38	22	integration	integration	NOUN
ajst-21756	38	23	and	and	CCONJ
ajst-21756	38	24	intelligent	intelligent	ADJ
ajst-21756	38	25	application	application	NOUN
ajst-21756	38	26	of	of	ADP
ajst-21756	38	27	educational	educational	ADJ
ajst-21756	38	28	resources.qin	resources.qin	PRON
ajst-21756	38	29	et	et	NOUN
ajst-21756	38	30	al	al	PROPN
ajst-21756	39	1	[	[	X
ajst-21756	39	2	10	10	NUM
ajst-21756	39	3	]	]	PUNCT
ajst-21756	39	4	proposed	propose	VERB
ajst-21756	39	5	a	a	DET
ajst-21756	39	6	set	set	NOUN
ajst-21756	39	7	of	of	ADP
ajst-21756	39	8	methods	method	NOUN
ajst-21756	39	9	for	for	ADP
ajst-21756	39	10	constructing	construct	VERB
ajst-21756	39	11	agricultural	agricultural	ADJ
ajst-21756	39	12	knowledge	knowledge	NOUN
ajst-21756	39	13	graphs	graph	NOUN
ajst-21756	39	14	,	,	PUNCT
ajst-21756	39	15	which	which	PRON
ajst-21756	39	16	successfully	successfully	ADV
ajst-21756	39	17	applied	apply	VERB
ajst-21756	39	18	knowledge	knowledge	NOUN
ajst-21756	39	19	graphs	graph	NOUN
ajst-21756	39	20	to	to	ADP
ajst-21756	39	21	the	the	DET
ajst-21756	39	22	field	field	NOUN
ajst-21756	39	23	of	of	ADP
ajst-21756	39	24	agriculture	agriculture	NOUN
ajst-21756	39	25	.	.	PUNCT
ajst-21756	40	1	at	at	ADP
ajst-21756	40	2	the	the	DET
ajst-21756	40	3	same	same	ADJ
ajst-21756	40	4	time	time	NOUN
ajst-21756	40	5	,	,	PUNCT
ajst-21756	40	6	the	the	DET
ajst-21756	40	7	modality	modality	NOUN
ajst-21756	40	8	of	of	ADP
ajst-21756	40	9	knowledge	knowledge	NOUN
ajst-21756	40	10	graph	graph	NOUN
ajst-21756	40	11	is	be	AUX
ajst-21756	40	12	also	also	ADV
ajst-21756	40	13	continuously	continuously	ADV
ajst-21756	40	14	enriched	enrich	VERB
ajst-21756	40	15	and	and	CCONJ
ajst-21756	40	16	expanded	expand	VERB
ajst-21756	40	17	.	.	PUNCT
ajst-21756	41	1	initially	initially	ADV
ajst-21756	41	2	,	,	PUNCT
ajst-21756	41	3	the	the	DET
ajst-21756	41	4	knowledge	knowledge	NOUN
ajst-21756	41	5	graph	graph	NOUN
ajst-21756	41	6	is	be	AUX
ajst-21756	41	7	mainly	mainly	ADV
ajst-21756	41	8	dominated	dominate	VERB
ajst-21756	41	9	by	by	ADP
ajst-21756	41	10	a	a	DET
ajst-21756	41	11	single	single	ADJ
ajst-21756	41	12	textual	textual	ADJ
ajst-21756	41	13	modality	modality	NOUN
ajst-21756	41	14	,	,	PUNCT
ajst-21756	41	15	but	but	CCONJ
ajst-21756	41	16	with	with	ADP
ajst-21756	41	17	the	the	DET
ajst-21756	41	18	continuous	continuous	ADJ
ajst-21756	41	19	progress	progress	NOUN
ajst-21756	41	20	of	of	ADP
ajst-21756	41	21	technology	technology	NOUN
ajst-21756	41	22	and	and	CCONJ
ajst-21756	41	23	the	the	DET
ajst-21756	41	24	continuous	continuous	ADJ
ajst-21756	41	25	expansion	expansion	NOUN
ajst-21756	41	26	of	of	ADP
ajst-21756	41	27	application	application	NOUN
ajst-21756	41	28	scenarios	scenario	NOUN
ajst-21756	41	29	,	,	PUNCT
ajst-21756	41	30	the	the	DET
ajst-21756	41	31	knowledge	knowledge	NOUN
ajst-21756	41	32	graph	graph	NOUN
ajst-21756	41	33	gradually	gradually	ADV
ajst-21756	41	34	realises	realise	VERB
ajst-21756	41	35	the	the	DET
ajst-21756	41	36	coexistence	coexistence	NOUN
ajst-21756	41	37	and	and	CCONJ
ajst-21756	41	38	integration	integration	NOUN
ajst-21756	41	39	of	of	ADP
ajst-21756	41	40	multiple	multiple	ADJ
ajst-21756	41	41	modalities	modality	NOUN
ajst-21756	41	42	.	.	PUNCT
ajst-21756	41	43	images	image	NOUN
ajst-21756	41	44	,	,	PUNCT
ajst-21756	41	45	audio	audio	NOUN
ajst-21756	41	46	,	,	PUNCT
ajst-21756	41	47	video	video	NOUN
ajst-21756	41	48	and	and	CCONJ
ajst-21756	41	49	other	other	ADJ
ajst-21756	41	50	modal	modal	ADJ
ajst-21756	41	51	data	datum	NOUN
ajst-21756	41	52	are	be	AUX
ajst-21756	41	53	incorporated	incorporate	VERB
ajst-21756	41	54	into	into	ADP
ajst-21756	41	55	the	the	DET
ajst-21756	41	56	knowledge	knowledge	NOUN
ajst-21756	41	57	graph	graph	NOUN
ajst-21756	41	58	,	,	PUNCT
ajst-21756	41	59	which	which	PRON
ajst-21756	41	60	enables	enable	VERB
ajst-21756	41	61	the	the	DET
ajst-21756	41	62	knowledge	knowledge	NOUN
ajst-21756	41	63	graph	graph	NOUN
ajst-21756	41	64	to	to	PART
ajst-21756	41	65	present	present	VERB
ajst-21756	41	66	the	the	DET
ajst-21756	41	67	diversity	diversity	NOUN
ajst-21756	41	68	of	of	ADP
ajst-21756	41	69	the	the	DET
ajst-21756	41	70	world	world	NOUN
ajst-21756	41	71	in	in	ADP
ajst-21756	41	72	a	a	DET
ajst-21756	41	73	more	more	ADV
ajst-21756	41	74	comprehensive	comprehensive	ADJ
ajst-21756	41	75	and	and	CCONJ
ajst-21756	41	76	three	three	NUM
ajst-21756	41	77	-	-	PUNCT
ajst-21756	41	78	dimensional	dimensional	ADJ
ajst-21756	41	79	way	way	NOUN
ajst-21756	41	80	.	.	PUNCT
ajst-21756	42	1	several	several	ADJ
ajst-21756	42	2	large	large	ADJ
ajst-21756	42	3	-	-	PUNCT
ajst-21756	42	4	scale	scale	NOUN
ajst-21756	42	5	knowledge	knowledge	NOUN
ajst-21756	42	6	graph	graph	NOUN
ajst-21756	42	7	projects	project	NOUN
ajst-21756	42	8	have	have	AUX
ajst-21756	42	9	attempted	attempt	VERB
ajst-21756	42	10	to	to	PART
ajst-21756	42	11	integrate	integrate	VERB
ajst-21756	42	12	visual	visual	ADJ
ajst-21756	42	13	elements	element	NOUN
ajst-21756	42	14	,	,	PUNCT
ajst-21756	42	15	and	and	CCONJ
ajst-21756	42	16	imgpedia	imgpedia	VERB
ajst-21756	42	17	[	[	X
ajst-21756	42	18	11	11	NUM
ajst-21756	42	19	]	]	PUNCT
ajst-21756	42	20	has	have	AUX
ajst-21756	42	21	successfully	successfully	ADV
ajst-21756	42	22	built	build	VERB
ajst-21756	42	23	a	a	DET
ajst-21756	42	24	system	system	NOUN
ajst-21756	42	25	containing	contain	VERB
ajst-21756	42	26	over	over	ADP
ajst-21756	42	27	15	15	NUM
ajst-21756	42	28	million	million	NUM
ajst-21756	42	29	visual	visual	ADJ
ajst-21756	42	30	description	description	NOUN
ajst-21756	42	31	records	record	NOUN
ajst-21756	42	32	using	use	VERB
ajst-21756	42	33	high	high	ADJ
ajst-21756	42	34	-	-	PUNCT
ajst-21756	42	35	quality	quality	NOUN
ajst-21756	42	36	visualisation	visualisation	NOUN
ajst-21756	42	37	resources	resource	NOUN
ajst-21756	42	38	from	from	ADP
ajst-21756	42	39	the	the	DET
ajst-21756	42	40	wikimedia	wikimedia	NOUN
ajst-21756	42	41	commons	commons	PROPN
ajst-21756	42	42	database	database	NOUN
ajst-21756	42	43	.	.	PUNCT
ajst-21756	43	1	at	at	ADP
ajst-21756	43	2	the	the	DET
ajst-21756	43	3	same	same	ADJ
ajst-21756	43	4	time	time	NOUN
ajst-21756	43	5	,	,	PUNCT
ajst-21756	43	6	the	the	DET
ajst-21756	43	7	system	system	NOUN
ajst-21756	43	8	also	also	ADV
ajst-21756	43	9	establishes	establish	VERB
ajst-21756	43	10	up	up	ADP
ajst-21756	43	11	to	to	PART
ajst-21756	43	12	450	450	NUM
ajst-21756	43	13	million	million	NUM
ajst-21756	43	14	visual	visual	ADJ
ajst-21756	43	15	similarity	similarity	NOUN
ajst-21756	43	16	relations	relation	NOUN
ajst-21756	43	17	between	between	ADP
ajst-21756	43	18	images	image	NOUN
ajst-21756	43	19	,	,	PUNCT
ajst-21756	43	20	which	which	PRON
ajst-21756	43	21	effectively	effectively	ADV
ajst-21756	43	22	facilitates	facilitate	VERB
ajst-21756	43	23	the	the	DET
ajst-21756	43	24	deep	deep	ADJ
ajst-21756	43	25	fusion	fusion	NOUN
ajst-21756	43	26	of	of	ADP
ajst-21756	43	27	visual	visual	ADJ
ajst-21756	43	28	and	and	CCONJ
ajst-21756	43	29	textual	textual	ADJ
ajst-21756	43	30	information	information	NOUN
ajst-21756	43	31	,	,	PUNCT
ajst-21756	43	32	thus	thus	ADV
ajst-21756	43	33	achieving	achieve	VERB
ajst-21756	43	34	deeper	deep	ADJ
ajst-21756	43	35	information	information	NOUN
ajst-21756	43	36	integration	integration	NOUN
ajst-21756	43	37	.	.	PUNCT
ajst-21756	44	1	however	however	ADV
ajst-21756	44	2	,	,	PUNCT
ajst-21756	44	3	it	it	PRON
ajst-21756	44	4	still	still	ADV
ajst-21756	44	5	faces	face	VERB
ajst-21756	44	6	the	the	DET
ajst-21756	44	7	problems	problem	NOUN
ajst-21756	44	8	of	of	ADP
ajst-21756	44	9	sparse	sparse	ADJ
ajst-21756	44	10	relationship	relationship	NOUN
ajst-21756	44	11	types	type	NOUN
ajst-21756	44	12	,	,	PUNCT
ajst-21756	44	13	small	small	ADJ
ajst-21756	44	14	number	number	NOUN
ajst-21756	44	15	of	of	ADP
ajst-21756	44	16	relationships	relationship	NOUN
ajst-21756	44	17	,	,	PUNCT
ajst-21756	44	18	unclear	unclear	ADJ
ajst-21756	44	19	classification	classification	NOUN
ajst-21756	44	20	,	,	PUNCT
ajst-21756	44	21	etc	etc	X
ajst-21756	44	22	.	.	X
ajst-21756	44	23	,	,	PUNCT
ajst-21756	44	24	and	and	CCONJ
ajst-21756	44	25	has	have	AUX
ajst-21756	44	26	not	not	PART
ajst-21756	44	27	fully	fully	ADV
ajst-21756	44	28	explored	explore	VERB
ajst-21756	44	29	the	the	DET
ajst-21756	44	30	potential	potential	ADJ
ajst-21756	44	31	entity	entity	NOUN
ajst-21756	44	32	relationships	relationship	NOUN
ajst-21756	44	33	in	in	ADP
ajst-21756	44	34	images.liu	images.liu	X
ajst-21756	44	35	et	et	NOUN
ajst-21756	44	36	al	al	PROPN
ajst-21756	45	1	[	[	X
ajst-21756	45	2	12	12	NUM
ajst-21756	45	3	]	]	PUNCT
ajst-21756	45	4	constructed	construct	VERB
ajst-21756	45	5	a	a	DET
ajst-21756	45	6	collection	collection	NOUN
ajst-21756	45	7	named	name	VERB
ajst-21756	45	8	mmkg	mmkg	NOUN
ajst-21756	45	9	,	,	PUNCT
ajst-21756	45	10	which	which	PRON
ajst-21756	45	11	aggregates	aggregate	VERB
ajst-21756	45	12	three	three	NUM
ajst-21756	45	13	knowledge	knowledge	NOUN
ajst-21756	45	14	graphs	graph	NOUN
ajst-21756	45	15	,	,	PUNCT
ajst-21756	45	16	each	each	PRON
ajst-21756	45	17	of	of	ADP
ajst-21756	45	18	which	which	PRON
ajst-21756	45	19	fuses	fuse	VERB
ajst-21756	45	20	the	the	DET
ajst-21756	45	21	digital	digital	ADJ
ajst-21756	45	22	features	feature	NOUN
ajst-21756	45	23	of	of	ADP
ajst-21756	45	24	entities	entity	NOUN
ajst-21756	45	25	and	and	CCONJ
ajst-21756	45	26	image	image	NOUN
ajst-21756	45	27	information	information	NOUN
ajst-21756	45	28	,	,	PUNCT
ajst-21756	45	29	effectively	effectively	ADV
ajst-21756	45	30	integrating	integrate	VERB
ajst-21756	45	31	diverse	diverse	ADJ
ajst-21756	45	32	entity	entity	NOUN
ajst-21756	45	33	and	and	CCONJ
ajst-21756	45	34	image	image	NOUN
ajst-21756	45	35	information	information	NOUN
ajst-21756	45	36	from	from	ADP
ajst-21756	45	37	multiple	multiple	ADJ
ajst-21756	45	38	knowledge	knowledge	NOUN
ajst-21756	45	39	bases	basis	NOUN
ajst-21756	45	40	,	,	PUNCT
ajst-21756	45	41	so	so	SCONJ
ajst-21756	45	42	as	as	SCONJ
ajst-21756	45	43	to	to	PART
ajst-21756	45	44	perform	perform	VERB
ajst-21756	45	45	more	more	ADJ
ajst-21756	45	46	complex	complex	ADJ
ajst-21756	45	47	relationship	relationship	NOUN
ajst-21756	45	48	reasoning	reasoning	NOUN
ajst-21756	45	49	.	.	PUNCT
ajst-21756	46	1	this	this	PRON
ajst-21756	46	2	effectively	effectively	ADV
ajst-21756	46	3	integrates	integrate	VERB
ajst-21756	46	4	diverse	diverse	ADJ
ajst-21756	46	5	entity	entity	NOUN
ajst-21756	46	6	and	and	CCONJ
ajst-21756	46	7	image	image	NOUN
ajst-21756	46	8	information	information	NOUN
ajst-21756	46	9	from	from	ADP
ajst-21756	46	10	multiple	multiple	ADJ
ajst-21756	46	11	knowledge	knowledge	NOUN
ajst-21756	46	12	bases	basis	NOUN
ajst-21756	46	13	to	to	PART
ajst-21756	46	14	perform	perform	VERB
ajst-21756	46	15	more	more	ADJ
ajst-21756	46	16	complex	complex	ADJ
ajst-21756	46	17	relational	relational	ADJ
ajst-21756	46	18	reasoning	reasoning	NOUN
ajst-21756	46	19	tasks	task	NOUN
ajst-21756	46	20	.	.	PUNCT
ajst-21756	47	1	this	this	DET
ajst-21756	47	2	approach	approach	NOUN
ajst-21756	47	3	breaks	break	VERB
ajst-21756	47	4	through	through	ADP
ajst-21756	47	5	the	the	DET
ajst-21756	47	6	limitations	limitation	NOUN
ajst-21756	47	7	of	of	ADP
ajst-21756	47	8	traditional	traditional	ADJ
ajst-21756	47	9	visual	visual	ADJ
ajst-21756	47	10	reasoning	reasoning	NOUN
ajst-21756	47	11	and	and	CCONJ
ajst-21756	47	12	achieves	achieve	VERB
ajst-21756	47	13	more	more	ADV
ajst-21756	47	14	comprehensive	comprehensive	ADJ
ajst-21756	47	15	and	and	CCONJ
ajst-21756	47	16	in	in	ADP
ajst-21756	47	17	-	-	PUNCT
ajst-21756	47	18	depth	depth	NOUN
ajst-21756	47	19	information	information	NOUN
ajst-21756	47	20	processing	processing	NOUN
ajst-21756	47	21	and	and	CCONJ
ajst-21756	47	22	analysis	analysis	NOUN
ajst-21756	47	23	.	.	PUNCT
ajst-21756	48	1	however	however	ADV
ajst-21756	48	2	,	,	PUNCT
ajst-21756	48	3	it	it	PRON
ajst-21756	48	4	is	be	AUX
ajst-21756	48	5	mainly	mainly	ADV
ajst-21756	48	6	constructed	construct	VERB
ajst-21756	48	7	for	for	ADP
ajst-21756	48	8	small	small	ADJ
ajst-21756	48	9	datasets	dataset	NOUN
ajst-21756	48	10	,	,	PUNCT
ajst-21756	48	11	so	so	SCONJ
ajst-21756	48	12	it	it	PRON
ajst-21756	48	13	may	may	AUX
ajst-21756	48	14	have	have	VERB
ajst-21756	48	15	some	some	DET
ajst-21756	48	16	limitations	limitation	NOUN
ajst-21756	48	17	when	when	SCONJ
ajst-21756	48	18	dealing	deal	VERB
ajst-21756	48	19	with	with	ADP
ajst-21756	48	20	large	large	ADJ
ajst-21756	48	21	-	-	PUNCT
ajst-21756	48	22	scale	scale	NOUN
ajst-21756	48	23	data	datum	NOUN
ajst-21756	48	24	.	.	PUNCT
ajst-21756	49	1	3	3	X
ajst-21756	49	2	.	.	X
ajst-21756	49	3	ontological	ontological	ADJ
ajst-21756	49	4	construction	construction	NOUN
ajst-21756	49	5	of	of	ADP
ajst-21756	49	6	the	the	DET
ajst-21756	49	7	news	news	NOUN
ajst-21756	49	8	domain	domain	NOUN
ajst-21756	49	9	ontology	ontology	NOUN
ajst-21756	49	10	construction	construction	NOUN
ajst-21756	49	11	methods	method	NOUN
ajst-21756	49	12	can	can	AUX
ajst-21756	49	13	be	be	AUX
ajst-21756	49	14	divided	divide	VERB
ajst-21756	49	15	into	into	ADP
ajst-21756	49	16	manual	manual	ADJ
ajst-21756	49	17	and	and	CCONJ
ajst-21756	49	18	semi	semi	ADJ
ajst-21756	49	19	-	-	ADJ
ajst-21756	49	20	automatic	automatic	ADJ
ajst-21756	49	21	construction	construction	NOUN
ajst-21756	49	22	.	.	PUNCT
ajst-21756	50	1	manual	manual	ADJ
ajst-21756	50	2	ontology	ontology	NOUN
ajst-21756	50	3	construction	construction	NOUN
ajst-21756	50	4	relies	rely	VERB
ajst-21756	50	5	on	on	ADP
ajst-21756	50	6	the	the	DET
ajst-21756	50	7	cognitive	cognitive	ADJ
ajst-21756	50	8	wisdom	wisdom	NOUN
ajst-21756	50	9	and	and	CCONJ
ajst-21756	50	10	practical	practical	ADJ
ajst-21756	50	11	experience	experience	NOUN
ajst-21756	50	12	of	of	ADP
ajst-21756	50	13	domain	domain	NOUN
ajst-21756	50	14	experts	expert	NOUN
ajst-21756	50	15	,	,	PUNCT
ajst-21756	50	16	which	which	PRON
ajst-21756	50	17	has	have	VERB
ajst-21756	50	18	the	the	DET
ajst-21756	50	19	advantage	advantage	NOUN
ajst-21756	50	20	of	of	ADP
ajst-21756	50	21	ensuring	ensure	VERB
ajst-21756	50	22	that	that	SCONJ
ajst-21756	50	23	the	the	DET
ajst-21756	50	24	constructed	construct	VERB
ajst-21756	50	25	ontology	ontology	NOUN
ajst-21756	50	26	closely	closely	ADV
ajst-21756	50	27	matches	match	VERB
ajst-21756	50	28	the	the	DET
ajst-21756	50	29	characteristics	characteristic	NOUN
ajst-21756	50	30	and	and	CCONJ
ajst-21756	50	31	practical	practical	ADJ
ajst-21756	50	32	needs	need	NOUN
ajst-21756	50	33	of	of	ADP
ajst-21756	50	34	a	a	DET
ajst-21756	50	35	specific	specific	ADJ
ajst-21756	50	36	domain	domain	NOUN
ajst-21756	50	37	,	,	PUNCT
ajst-21756	50	38	and	and	CCONJ
ajst-21756	50	39	accurately	accurately	ADV
ajst-21756	50	40	captures	capture	VERB
ajst-21756	50	41	various	various	ADJ
ajst-21756	50	42	concepts	concept	NOUN
ajst-21756	50	43	and	and	CCONJ
ajst-21756	50	44	their	their	PRON
ajst-21756	50	45	interconnections	interconnection	NOUN
ajst-21756	50	46	within	within	ADP
ajst-21756	50	47	the	the	DET
ajst-21756	50	48	domain	domain	NOUN
ajst-21756	50	49	.	.	PUNCT
ajst-21756	51	1	however	however	ADV
ajst-21756	51	2	,	,	PUNCT
ajst-21756	51	3	the	the	DET
ajst-21756	51	4	disadvantage	disadvantage	NOUN
ajst-21756	51	5	is	be	AUX
ajst-21756	51	6	that	that	SCONJ
ajst-21756	51	7	it	it	PRON
ajst-21756	51	8	requires	require	VERB
ajst-21756	51	9	a	a	DET
ajst-21756	51	10	lot	lot	NOUN
ajst-21756	51	11	of	of	ADP
ajst-21756	51	12	manpower	manpower	NOUN
ajst-21756	51	13	,	,	PUNCT
ajst-21756	51	14	time	time	NOUN
ajst-21756	51	15	and	and	CCONJ
ajst-21756	51	16	professionalism	professionalism	NOUN
ajst-21756	51	17	.	.	PUNCT
ajst-21756	52	1	semi	semi	ADJ
ajst-21756	52	2	-	-	ADJ
ajst-21756	52	3	automated	automated	ADJ
ajst-21756	52	4	ontology	ontology	NOUN
ajst-21756	52	5	construction	construction	NOUN
ajst-21756	52	6	is	be	AUX
ajst-21756	52	7	a	a	DET
ajst-21756	52	8	collaborative	collaborative	ADJ
ajst-21756	52	9	effort	effort	NOUN
ajst-21756	52	10	between	between	ADP
ajst-21756	52	11	computer	computer	NOUN
ajst-21756	52	12	technology	technology	NOUN
ajst-21756	52	13	and	and	CCONJ
ajst-21756	52	14	human	human	ADJ
ajst-21756	52	15	expert	expert	NOUN
ajst-21756	52	16	knowledge	knowledge	NOUN
ajst-21756	52	17	.	.	PUNCT
ajst-21756	53	1	in	in	ADP
ajst-21756	53	2	this	this	DET
ajst-21756	53	3	process	process	NOUN
ajst-21756	53	4	,	,	PUNCT
ajst-21756	53	5	the	the	DET
ajst-21756	53	6	computer	computer	NOUN
ajst-21756	53	7	can	can	AUX
ajst-21756	53	8	intelligently	intelligently	ADV
ajst-21756	53	9	extract	extract	VERB
ajst-21756	53	10	concepts	concept	NOUN
ajst-21756	53	11	,	,	PUNCT
ajst-21756	53	12	associations	association	NOUN
ajst-21756	53	13	and	and	CCONJ
ajst-21756	53	14	attributes	attribute	NOUN
ajst-21756	53	15	from	from	ADP
ajst-21756	53	16	the	the	DET
ajst-21756	53	17	data	datum	NOUN
ajst-21756	53	18	source	source	NOUN
ajst-21756	53	19	,	,	PUNCT
ajst-21756	53	20	which	which	PRON
ajst-21756	53	21	improves	improve	VERB
ajst-21756	53	22	the	the	DET
ajst-21756	53	23	efficiency	efficiency	NOUN
ajst-21756	53	24	and	and	CCONJ
ajst-21756	53	25	accuracy	accuracy	NOUN
ajst-21756	53	26	to	to	ADP
ajst-21756	53	27	a	a	DET
ajst-21756	53	28	certain	certain	ADJ
ajst-21756	53	29	extent	extent	NOUN
ajst-21756	53	30	,	,	PUNCT
ajst-21756	53	31	while	while	SCONJ
ajst-21756	53	32	the	the	DET
ajst-21756	53	33	professional	professional	ADJ
ajst-21756	53	34	insight	insight	NOUN
ajst-21756	53	35	and	and	CCONJ
ajst-21756	53	36	judgement	judgement	NOUN
ajst-21756	53	37	of	of	ADP
ajst-21756	53	38	human	human	ADJ
ajst-21756	53	39	experts	expert	NOUN
ajst-21756	53	40	can	can	AUX
ajst-21756	53	41	still	still	ADV
ajst-21756	53	42	be	be	AUX
ajst-21756	53	43	effectively	effectively	ADV
ajst-21756	53	44	integrated	integrate	VERB
ajst-21756	53	45	to	to	PART
ajst-21756	53	46	ensure	ensure	VERB
ajst-21756	53	47	the	the	DET
ajst-21756	53	48	quality	quality	NOUN
ajst-21756	53	49	of	of	ADP
ajst-21756	53	50	the	the	DET
ajst-21756	53	51	construction	construction	NOUN
ajst-21756	53	52	results	result	NOUN
ajst-21756	53	53	.	.	PUNCT
ajst-21756	54	1	(	(	PUNCT
ajst-21756	54	2	1	1	X
ajst-21756	54	3	)	)	PUNCT
ajst-21756	54	4	entity	entity	NOUN
ajst-21756	54	5	definition	definition	NOUN
ajst-21756	54	6	given	give	VERB
ajst-21756	54	7	that	that	SCONJ
ajst-21756	54	8	news	news	NOUN
ajst-21756	54	9	data	data	NOUN
ajst-21756	54	10	covers	cover	VERB
ajst-21756	54	11	a	a	DET
ajst-21756	54	12	rich	rich	ADJ
ajst-21756	54	13	variety	variety	NOUN
ajst-21756	54	14	of	of	ADP
ajst-21756	54	15	entity	entity	NOUN
ajst-21756	54	16	categories	category	NOUN
ajst-21756	54	17	,	,	PUNCT
ajst-21756	54	18	in	in	ADP
ajst-21756	54	19	order	order	NOUN
ajst-21756	54	20	to	to	PART
ajst-21756	54	21	ensure	ensure	VERB
ajst-21756	54	22	the	the	DET
ajst-21756	54	23	accurate	accurate	ADJ
ajst-21756	54	24	expression	expression	NOUN
ajst-21756	54	25	and	and	CCONJ
ajst-21756	54	26	efficient	efficient	ADJ
ajst-21756	54	27	integration	integration	NOUN
ajst-21756	54	28	of	of	ADP
ajst-21756	54	29	news	news	NOUN
ajst-21756	54	30	domain	domain	NOUN
ajst-21756	54	31	knowledge	knowledge	NOUN
ajst-21756	54	32	,	,	PUNCT
ajst-21756	54	33	it	it	PRON
ajst-21756	54	34	is	be	AUX
ajst-21756	54	35	especially	especially	ADV
ajst-21756	54	36	crucial	crucial	ADJ
ajst-21756	54	37	to	to	PART
ajst-21756	54	38	define	define	VERB
ajst-21756	54	39	these	these	DET
ajst-21756	54	40	entity	entity	NOUN
ajst-21756	54	41	types	type	NOUN
ajst-21756	54	42	and	and	CCONJ
ajst-21756	54	43	their	their	PRON
ajst-21756	54	44	meanings	meaning	NOUN
ajst-21756	54	45	in	in	ADP
ajst-21756	54	46	the	the	DET
ajst-21756	54	47	process	process	NOUN
ajst-21756	54	48	of	of	ADP
ajst-21756	54	49	constructing	construct	VERB
ajst-21756	54	50	the	the	DET
ajst-21756	54	51	news	news	NOUN
ajst-21756	54	52	domain	domain	NOUN
ajst-21756	54	53	knowledge	knowledge	NOUN
ajst-21756	54	54	graph	graph	NOUN
ajst-21756	54	55	.	.	PUNCT
ajst-21756	55	1	after	after	ADP
ajst-21756	55	2	exhaustive	exhaustive	ADJ
ajst-21756	55	3	analysis	analysis	NOUN
ajst-21756	55	4	and	and	CCONJ
ajst-21756	55	5	collation	collation	NOUN
ajst-21756	55	6	of	of	ADP
ajst-21756	55	7	a	a	DET
ajst-21756	55	8	large	large	ADJ
ajst-21756	55	9	amount	amount	NOUN
ajst-21756	55	10	of	of	ADP
ajst-21756	55	11	news	news	NOUN
ajst-21756	55	12	data	datum	NOUN
ajst-21756	55	13	,	,	PUNCT
ajst-21756	55	14	eight	eight	NUM
ajst-21756	55	15	entity	entity	NOUN
ajst-21756	55	16	types	type	NOUN
ajst-21756	55	17	are	be	AUX
ajst-21756	55	18	identified	identify	VERB
ajst-21756	55	19	,	,	PUNCT
ajst-21756	55	20	with	with	ADP
ajst-21756	55	21	detailed	detailed	ADJ
ajst-21756	55	22	information	information	NOUN
ajst-21756	55	23	shown	show	VERB
ajst-21756	55	24	in	in	ADP
ajst-21756	55	25	table	table	NOUN
ajst-21756	55	26	1	1	NUM
ajst-21756	55	27	.	.	PUNCT
ajst-21756	55	28	table	table	NOUN
ajst-21756	55	29	1	1	NUM
ajst-21756	55	30	.	.	PUNCT
ajst-21756	55	31	entity	entity	NOUN
ajst-21756	55	32	type	type	NOUN
ajst-21756	55	33	definitions	definition	NOUN
ajst-21756	55	34	number	number	NOUN
ajst-21756	55	35	entity	entity	NOUN
ajst-21756	55	36	type	type	NOUN
ajst-21756	55	37	examples	example	NOUN
ajst-21756	55	38	of	of	ADP
ajst-21756	55	39	entities	entity	NOUN
ajst-21756	55	40	1	1	NUM
ajst-21756	55	41	character	character	NOUN
ajst-21756	55	42	wu	wu	PROPN
ajst-21756	55	43	dajing	dajing	PROPN
ajst-21756	55	44	,	,	PUNCT
ajst-21756	55	45	yao	yao	PROPN
ajst-21756	55	46	ming	ming	PROPN
ajst-21756	55	47	2	2	NUM
ajst-21756	55	48	location	location	PROPN
ajst-21756	55	49	beijing	beijing	PROPN
ajst-21756	55	50	,	,	PUNCT
ajst-21756	55	51	london	london	PROPN
ajst-21756	55	52	,	,	PUNCT
ajst-21756	55	53	new	new	PROPN
ajst-21756	55	54	york	york	PROPN
ajst-21756	55	55	3	3	NUM
ajst-21756	55	56	organisation	organisation	PROPN
ajst-21756	55	57	united	united	PROPN
ajst-21756	55	58	nations	nations	PROPN
ajst-21756	55	59	,	,	PUNCT
ajst-21756	55	60	world	world	NOUN
ajst-21756	55	61	health	health	NOUN
ajst-21756	55	62	organisation	organisation	NOUN
ajst-21756	55	63	4	4	NUM
ajst-21756	55	64	time	time	NOUN
ajst-21756	55	65	2022	2022	NUM
ajst-21756	55	66	,	,	PUNCT
ajst-21756	55	67	december	december	PROPN
ajst-21756	55	68	,	,	PUNCT
ajst-21756	55	69	thursday	thursday	PROPN
ajst-21756	55	70	5	5	NUM
ajst-21756	55	71	event	event	NOUN
ajst-21756	55	72	olympics	olympic	NOUN
ajst-21756	55	73	,	,	PUNCT
ajst-21756	55	74	election	election	NOUN
ajst-21756	55	75	6	6	NUM
ajst-21756	55	76	position	position	NOUN
ajst-21756	55	77	president	president	NOUN
ajst-21756	55	78	,	,	PUNCT
ajst-21756	55	79	professor	professor	NOUN
ajst-21756	55	80	7	7	NUM
ajst-21756	55	81	topic	topic	NOUN
ajst-21756	55	82	politics	politic	NOUN
ajst-21756	55	83	,	,	PUNCT
ajst-21756	55	84	education	education	NOUN
ajst-21756	55	85	8	8	NUM
ajst-21756	55	86	product	product	NOUN
ajst-21756	55	87	huawei	huawei	PROPN
ajst-21756	55	88	mobile	mobile	NOUN
ajst-21756	55	89	phones	phone	NOUN
ajst-21756	55	90	,	,	PUNCT
ajst-21756	55	91	tesla	tesla	PROPN
ajst-21756	55	92	motors	motor	NOUN
ajst-21756	55	93	(	(	PUNCT
ajst-21756	55	94	2	2	NUM
ajst-21756	55	95	)	)	PUNCT
ajst-21756	55	96	definition	definition	NOUN
ajst-21756	55	97	of	of	ADP
ajst-21756	55	98	entity	entity	NOUN
ajst-21756	55	99	attributes	attribute	VERB
ajst-21756	55	100	each	each	DET
ajst-21756	55	101	entity	entity	NOUN
ajst-21756	55	102	represents	represent	VERB
ajst-21756	55	103	a	a	DET
ajst-21756	55	104	concrete	concrete	ADJ
ajst-21756	55	105	object	object	NOUN
ajst-21756	55	106	in	in	ADP
ajst-21756	55	107	the	the	DET
ajst-21756	55	108	real	real	ADJ
ajst-21756	55	109	world	world	NOUN
ajst-21756	55	110	,	,	PUNCT
ajst-21756	55	111	and	and	CCONJ
ajst-21756	55	112	it	it	PRON
ajst-21756	55	113	is	be	AUX
ajst-21756	55	114	especially	especially	ADV
ajst-21756	55	115	critical	critical	ADJ
ajst-21756	55	116	to	to	PART
ajst-21756	55	117	define	define	VERB
ajst-21756	55	118	the	the	DET
ajst-21756	55	119	types	type	NOUN
ajst-21756	55	120	of	of	ADP
ajst-21756	55	121	attributes	attribute	NOUN
ajst-21756	55	122	of	of	ADP
ajst-21756	55	123	these	these	DET
ajst-21756	55	124	entities	entity	NOUN
ajst-21756	55	125	.	.	PUNCT
ajst-21756	56	1	in	in	ADP
ajst-21756	56	2	news	news	NOUN
ajst-21756	56	3	data	datum	NOUN
ajst-21756	56	4	,	,	PUNCT
ajst-21756	56	5	entities	entity	NOUN
ajst-21756	56	6	usually	usually	ADV
ajst-21756	56	7	have	have	VERB
ajst-21756	56	8	multiple	multiple	ADJ
ajst-21756	56	9	attributes	attribute	NOUN
ajst-21756	56	10	.	.	PUNCT
ajst-21756	57	1	take	take	VERB
ajst-21756	57	2	the	the	DET
ajst-21756	57	3	person	person	NOUN
ajst-21756	57	4	entity	entity	NOUN
ajst-21756	57	5	as	as	ADP
ajst-21756	57	6	an	an	DET
ajst-21756	57	7	example	example	NOUN
ajst-21756	57	8	,	,	PUNCT
ajst-21756	57	9	it	it	PRON
ajst-21756	57	10	contains	contain	VERB
ajst-21756	57	11	rich	rich	ADJ
ajst-21756	57	12	attribute	attribute	NOUN
ajst-21756	57	13	information	information	NOUN
ajst-21756	57	14	such	such	ADJ
ajst-21756	57	15	as	as	ADP
ajst-21756	57	16	gender	gender	NOUN
ajst-21756	57	17	,	,	PUNCT
ajst-21756	57	18	age	age	NOUN
ajst-21756	57	19	,	,	PUNCT
ajst-21756	57	20	position	position	NOUN
ajst-21756	57	21	,	,	PUNCT
ajst-21756	57	22	place	place	NOUN
ajst-21756	57	23	of	of	ADP
ajst-21756	57	24	birth	birth	NOUN
ajst-21756	57	25	,	,	PUNCT
ajst-21756	57	26	etc	etc	X
ajst-21756	57	27	.	.	X
ajst-21756	58	1	these	these	PRON
ajst-21756	58	2	attributes	attribute	VERB
ajst-21756	58	3	not	not	PART
ajst-21756	58	4	only	only	ADV
ajst-21756	58	5	help	help	VERB
ajst-21756	58	6	to	to	PART
ajst-21756	58	7	characterise	characterise	VERB
ajst-21756	58	8	the	the	DET
ajst-21756	58	9	entity	entity	NOUN
ajst-21756	58	10	more	more	ADV
ajst-21756	58	11	comprehensively	comprehensively	ADV
ajst-21756	58	12	,	,	PUNCT
ajst-21756	58	13	but	but	CCONJ
ajst-21756	58	14	also	also	ADV
ajst-21756	58	15	provide	provide	VERB
ajst-21756	58	16	clues	clue	NOUN
ajst-21756	58	17	for	for	ADP
ajst-21756	58	18	explorations	exploration	NOUN
ajst-21756	58	19	that	that	PRON
ajst-21756	58	20	reveal	reveal	VERB
ajst-21756	58	21	potential	potential	ADJ
ajst-21756	58	22	relationships	relationship	NOUN
ajst-21756	58	23	between	between	ADP
ajst-21756	58	24	entities	entity	NOUN
ajst-21756	58	25	.	.	PUNCT
ajst-21756	59	1	if	if	SCONJ
ajst-21756	59	2	there	there	PRON
ajst-21756	59	3	are	be	VERB
ajst-21756	59	4	associations	association	NOUN
ajst-21756	59	5	,	,	PUNCT
ajst-21756	59	6	they	they	PRON
ajst-21756	59	7	are	be	AUX
ajst-21756	59	8	presented	present	VERB
ajst-21756	59	9	in	in	ADP
ajst-21756	59	10	the	the	DET
ajst-21756	59	11	form	form	NOUN
ajst-21756	59	12	of	of	ADP
ajst-21756	59	13	graph	graph	NOUN
ajst-21756	59	14	structures	structure	NOUN
ajst-21756	59	15	for	for	ADP
ajst-21756	59	16	visual	visual	ADJ
ajst-21756	59	17	query	query	NOUN
ajst-21756	59	18	and	and	CCONJ
ajst-21756	59	19	display	display	NOUN
ajst-21756	59	20	,	,	PUNCT
ajst-21756	59	21	so	so	SCONJ
ajst-21756	59	22	as	as	SCONJ
ajst-21756	59	23	to	to	PART
ajst-21756	59	24	more	more	ADV
ajst-21756	59	25	intuitively	intuitively	ADV
ajst-21756	59	26	understand	understand	VERB
ajst-21756	59	27	and	and	CCONJ
ajst-21756	59	28	analyse	analyse	VERB
ajst-21756	59	29	the	the	DET
ajst-21756	59	30	complex	complex	ADJ
ajst-21756	59	31	relationships	relationship	NOUN
ajst-21756	59	32	among	among	ADP
ajst-21756	59	33	entities	entity	NOUN
ajst-21756	59	34	.	.	PUNCT
ajst-21756	60	1	(	(	PUNCT
ajst-21756	60	2	3	3	X
ajst-21756	60	3	)	)	PUNCT
ajst-21756	60	4	entity	entity	NOUN
ajst-21756	60	5	relationship	relationship	NOUN
ajst-21756	60	6	definition	definition	NOUN
ajst-21756	60	7	after	after	ADP
ajst-21756	60	8	an	an	DET
ajst-21756	60	9	in	in	ADP
ajst-21756	60	10	-	-	PUNCT
ajst-21756	60	11	depth	depth	NOUN
ajst-21756	60	12	analysis	analysis	NOUN
ajst-21756	60	13	of	of	ADP
ajst-21756	60	14	the	the	DET
ajst-21756	60	15	types	type	NOUN
ajst-21756	60	16	of	of	ADP
ajst-21756	60	17	entities	entity	NOUN
ajst-21756	60	18	covered	cover	VERB
ajst-21756	60	19	by	by	ADP
ajst-21756	60	20	news	news	NOUN
ajst-21756	60	21	data	datum	NOUN
ajst-21756	60	22	,	,	PUNCT
ajst-21756	60	23	the	the	DET
ajst-21756	60	24	following	follow	VERB
ajst-21756	60	25	definitions	definition	NOUN
ajst-21756	60	26	are	be	AUX
ajst-21756	60	27	set	set	VERB
ajst-21756	60	28	for	for	ADP
ajst-21756	60	29	the	the	DET
ajst-21756	60	30	types	type	NOUN
ajst-21756	60	31	of	of	ADP
ajst-21756	60	32	inter	inter	ADJ
ajst-21756	60	33	-	-	ADJ
ajst-21756	60	34	entity	entity	ADJ
ajst-21756	60	35	relationships	relationship	NOUN
ajst-21756	60	36	in	in	ADP
ajst-21756	60	37	the	the	DET
ajst-21756	60	38	news	news	NOUN
ajst-21756	60	39	domain	domain	NOUN
ajst-21756	60	40	.	.	PUNCT
ajst-21756	61	1	these	these	DET
ajst-21756	61	2	60	60	NUM
ajst-21756	61	3	relationships	relationship	NOUN
ajst-21756	61	4	aim	aim	VERB
ajst-21756	61	5	to	to	PART
ajst-21756	61	6	reflect	reflect	VERB
ajst-21756	61	7	the	the	DET
ajst-21756	61	8	association	association	NOUN
ajst-21756	61	9	and	and	CCONJ
ajst-21756	61	10	interaction	interaction	NOUN
ajst-21756	61	11	between	between	ADP
ajst-21756	61	12	entities	entity	NOUN
ajst-21756	61	13	more	more	ADV
ajst-21756	61	14	accurately	accurately	ADV
ajst-21756	61	15	and	and	CCONJ
ajst-21756	61	16	provide	provide	VERB
ajst-21756	61	17	a	a	DET
ajst-21756	61	18	solid	solid	ADJ
ajst-21756	61	19	foundation	foundation	NOUN
ajst-21756	61	20	for	for	ADP
ajst-21756	61	21	the	the	DET
ajst-21756	61	22	subsequent	subsequent	ADJ
ajst-21756	61	23	construction	construction	NOUN
ajst-21756	61	24	of	of	ADP
ajst-21756	61	25	the	the	DET
ajst-21756	61	26	knowledge	knowledge	NOUN
ajst-21756	61	27	graph	graph	NOUN
ajst-21756	61	28	.	.	PUNCT
ajst-21756	62	1	the	the	DET
ajst-21756	62	2	entity	entity	NOUN
ajst-21756	62	3	relationship	relationship	NOUN
ajst-21756	62	4	definitions	definition	NOUN
ajst-21756	62	5	are	be	AUX
ajst-21756	62	6	shown	show	VERB
ajst-21756	62	7	in	in	ADP
ajst-21756	62	8	table	table	NOUN
ajst-21756	62	9	2	2	NUM
ajst-21756	62	10	.	.	PUNCT
ajst-21756	62	11	table	table	NOUN
ajst-21756	62	12	2	2	NUM
ajst-21756	62	13	.	.	PUNCT
ajst-21756	63	1	definitions	definition	NOUN
ajst-21756	63	2	of	of	ADP
ajst-21756	63	3	entity	entity	NOUN
ajst-21756	63	4	relationships	relationship	NOUN
ajst-21756	63	5	number	number	NOUN
ajst-21756	63	6	type	type	NOUN
ajst-21756	63	7	of	of	ADP
ajst-21756	63	8	entity	entity	NOUN
ajst-21756	63	9	relationship	relationship	NOUN
ajst-21756	63	10	entity	entity	NOUN
ajst-21756	63	11	-	-	PUNCT
ajst-21756	63	12	relationship	relationship	NOUN
ajst-21756	63	13	example	example	NOUN
ajst-21756	63	14	1	1	NUM
ajst-21756	63	15	position	position	NOUN
ajst-21756	63	16	[	[	X
ajst-21756	63	17	zhang	zhang	X
ajst-21756	63	18	guimei	guimei	PROPN
ajst-21756	63	19	,	,	PUNCT
ajst-21756	63	20	position	position	NOUN
ajst-21756	63	21	,	,	PUNCT
ajst-21756	63	22	principal	principal	NOUN
ajst-21756	63	23	]	]	PUNCT
ajst-21756	63	24	2	2	NUM
ajst-21756	63	25	country	country	NOUN
ajst-21756	63	26	[	[	X
ajst-21756	63	27	event	event	NOUN
ajst-21756	63	28	,	,	PUNCT
ajst-21756	63	29	country	country	NOUN
ajst-21756	63	30	,	,	PUNCT
ajst-21756	63	31	china	china	PROPN
ajst-21756	63	32	]	]	PUNCT
ajst-21756	63	33	3	3	NUM
ajst-21756	63	34	located	locate	VERB
ajst-21756	63	35	[	[	PUNCT
ajst-21756	63	36	baima	baima	NOUN
ajst-21756	63	37	temple	temple	NOUN
ajst-21756	63	38	,	,	PUNCT
ajst-21756	63	39	located	locate	VERB
ajst-21756	63	40	,	,	PUNCT
ajst-21756	63	41	luoyang	luoyang	PROPN
ajst-21756	63	42	]	]	PUNCT
ajst-21756	63	43	4	4	NUM
ajst-21756	63	44	time	time	NOUN
ajst-21756	64	1	[	[	X
ajst-21756	64	2	beijing	beijing	PROPN
ajst-21756	64	3	winter	winter	NOUN
ajst-21756	64	4	olympics	olympics	PROPN
ajst-21756	64	5	,	,	PUNCT
ajst-21756	64	6	time	time	NOUN
ajst-21756	64	7	,	,	PUNCT
ajst-21756	64	8	2022	2022	NUM
ajst-21756	64	9	]	]	PUNCT
ajst-21756	64	10	5	5	NUM
ajst-21756	64	11	membership	membership	NOUN
ajst-21756	64	12	[	[	X
ajst-21756	64	13	communist	communist	ADJ
ajst-21756	64	14	party	party	NOUN
ajst-21756	64	15	,	,	PUNCT
ajst-21756	64	16	member	member	NOUN
ajst-21756	64	17	,	,	PUNCT
ajst-21756	64	18	wang	wang	PROPN
ajst-21756	64	19	yang	yang	PROPN
ajst-21756	64	20	]	]	PUNCT
ajst-21756	64	21	6	6	NUM
ajst-21756	64	22	people	people	NOUN
ajst-21756	64	23	involved	involve	VERB
ajst-21756	64	24	[	[	PUNCT
ajst-21756	64	25	asian	asian	ADJ
ajst-21756	64	26	games	game	NOUN
ajst-21756	64	27	,	,	PUNCT
ajst-21756	64	28	people	people	NOUN
ajst-21756	64	29	involved	involve	VERB
ajst-21756	64	30	,	,	PUNCT
ajst-21756	64	31	ma	ma	PROPN
ajst-21756	64	32	long	long	PROPN
ajst-21756	64	33	]	]	PUNCT
ajst-21756	64	34	7	7	NUM
ajst-21756	64	35	source	source	NOUN
ajst-21756	64	36	[	[	X
ajst-21756	64	37	event	event	NOUN
ajst-21756	64	38	,	,	PUNCT
ajst-21756	64	39	source	source	NOUN
ajst-21756	64	40	,	,	PUNCT
ajst-21756	64	41	people	people	NOUN
ajst-21756	64	42	's	's	PART
ajst-21756	64	43	daily	daily	ADJ
ajst-21756	64	44	]	]	PUNCT
ajst-21756	64	45	8	8	NUM
ajst-21756	64	46	report	report	NOUN
ajst-21756	64	47	time	time	NOUN
ajst-21756	64	48	[	[	X
ajst-21756	64	49	event	event	NOUN
ajst-21756	64	50	,	,	PUNCT
ajst-21756	64	51	report	report	NOUN
ajst-21756	64	52	time	time	NOUN
ajst-21756	64	53	,	,	PUNCT
ajst-21756	64	54	26	26	NUM
ajst-21756	64	55	november	november	NOUN
ajst-21756	64	56	2022	2022	NUM
ajst-21756	64	57	]	]	PUNCT
ajst-21756	64	58	9	9	NUM
ajst-21756	64	59	topic	topic	NOUN
ajst-21756	64	60	[	[	X
ajst-21756	64	61	event	event	NOUN
ajst-21756	64	62	,	,	PUNCT
ajst-21756	64	63	topic	topic	NOUN
ajst-21756	64	64	,	,	PUNCT
ajst-21756	64	65	politics	politic	NOUN
ajst-21756	64	66	]	]	PUNCT
ajst-21756	64	67	4	4	X
ajst-21756	64	68	.	.	PUNCT
ajst-21756	64	69	news	news	NOUN
ajst-21756	64	70	domain	domain	NOUN
ajst-21756	64	71	knowledge	knowledge	NOUN
ajst-21756	64	72	graph	graph	NOUN
ajst-21756	64	73	construction	construction	NOUN
ajst-21756	64	74	4.1	4.1	NUM
ajst-21756	64	75	.	.	PUNCT
ajst-21756	65	1	overall	overall	ADJ
ajst-21756	65	2	architecture	architecture	NOUN
ajst-21756	65	3	the	the	DET
ajst-21756	65	4	overall	overall	ADJ
ajst-21756	65	5	system	system	NOUN
ajst-21756	65	6	architecture	architecture	NOUN
ajst-21756	65	7	of	of	ADP
ajst-21756	65	8	multimodal	multimodal	ADJ
ajst-21756	65	9	knowledge	knowledge	NOUN
ajst-21756	65	10	graph	graph	NOUN
ajst-21756	65	11	construction	construction	NOUN
ajst-21756	65	12	for	for	ADP
ajst-21756	65	13	news	news	NOUN
ajst-21756	65	14	domain	domain	NOUN
ajst-21756	65	15	is	be	AUX
ajst-21756	65	16	mainly	mainly	ADV
ajst-21756	65	17	divided	divide	VERB
ajst-21756	65	18	into	into	ADP
ajst-21756	65	19	data	datum	NOUN
ajst-21756	65	20	extraction	extraction	NOUN
ajst-21756	65	21	,	,	PUNCT
ajst-21756	65	22	knowledge	knowledge	NOUN
ajst-21756	65	23	extraction	extraction	NOUN
ajst-21756	65	24	,	,	PUNCT
ajst-21756	65	25	knowledge	knowledge	NOUN
ajst-21756	65	26	fusion	fusion	NOUN
ajst-21756	65	27	and	and	CCONJ
ajst-21756	65	28	knowledge	knowledge	NOUN
ajst-21756	65	29	storage	storage	NOUN
ajst-21756	65	30	,	,	PUNCT
ajst-21756	65	31	as	as	SCONJ
ajst-21756	65	32	shown	show	VERB
ajst-21756	65	33	in	in	ADP
ajst-21756	65	34	figure	figure	NOUN
ajst-21756	65	35	1	1	NUM
ajst-21756	65	36	.	.	PUNCT
ajst-21756	66	1	the	the	DET
ajst-21756	66	2	overall	overall	ADJ
ajst-21756	66	3	process	process	NOUN
ajst-21756	66	4	is	be	AUX
ajst-21756	66	5	as	as	ADP
ajst-21756	66	6	follows:(1	follows:(1	PROPN
ajst-21756	66	7	)	)	PUNCT
ajst-21756	66	8	data	datum	NOUN
ajst-21756	66	9	extraction	extraction	NOUN
ajst-21756	66	10	.	.	PUNCT
ajst-21756	67	1	using	use	VERB
ajst-21756	67	2	web	web	NOUN
ajst-21756	67	3	crawler	crawler	NOUN
ajst-21756	67	4	technology	technology	NOUN
ajst-21756	67	5	,	,	PUNCT
ajst-21756	67	6	news	news	NOUN
ajst-21756	67	7	data	datum	NOUN
ajst-21756	67	8	are	be	AUX
ajst-21756	67	9	crawled	crawl	VERB
ajst-21756	67	10	from	from	ADP
ajst-21756	67	11	official	official	ADJ
ajst-21756	67	12	websites	website	NOUN
ajst-21756	67	13	such	such	ADJ
ajst-21756	67	14	as	as	ADP
ajst-21756	67	15	xinhua	xinhua	PROPN
ajst-21756	67	16	,	,	PUNCT
ajst-21756	67	17	people	people	NOUN
ajst-21756	67	18	's	's	PART
ajst-21756	67	19	daily	daily	ADJ
ajst-21756	67	20	,	,	PUNCT
ajst-21756	67	21	china	china	PROPN
ajst-21756	67	22	news	news	PROPN
ajst-21756	67	23	,	,	PUNCT
ajst-21756	67	24	baidu	baidu	PROPN
ajst-21756	67	25	encyclopaedia	encyclopaedia	NOUN
ajst-21756	67	26	-	-	PUNCT
ajst-21756	67	27	type	type	NOUN
ajst-21756	67	28	websites	website	NOUN
ajst-21756	67	29	and	and	CCONJ
ajst-21756	67	30	so	so	ADV
ajst-21756	67	31	on	on	ADV
ajst-21756	67	32	.	.	PUNCT
ajst-21756	68	1	and	and	CCONJ
ajst-21756	68	2	pre	pre	ADJ
ajst-21756	68	3	-	-	NOUN
ajst-21756	68	4	process	process	VERB
ajst-21756	68	5	it	it	PRON
ajst-21756	68	6	with	with	ADP
ajst-21756	68	7	data	datum	NOUN
ajst-21756	68	8	cleaning	cleaning	NOUN
ajst-21756	68	9	,	,	PUNCT
ajst-21756	68	10	de	de	ADJ
ajst-21756	68	11	-	-	NOUN
ajst-21756	68	12	weighting	weighting	NOUN
ajst-21756	68	13	and	and	CCONJ
ajst-21756	68	14	so	so	ADV
ajst-21756	68	15	on	on	ADV
ajst-21756	68	16	.	.	PUNCT
ajst-21756	69	1	(	(	PUNCT
ajst-21756	69	2	2	2	X
ajst-21756	69	3	)	)	PUNCT
ajst-21756	69	4	knowledge	knowledge	NOUN
ajst-21756	69	5	extraction	extraction	NOUN
ajst-21756	69	6	,	,	PUNCT
ajst-21756	69	7	using	use	VERB
ajst-21756	69	8	the	the	DET
ajst-21756	69	9	entity	entity	NOUN
ajst-21756	69	10	recognition	recognition	NOUN
ajst-21756	69	11	model	model	NOUN
ajst-21756	69	12	proposed	propose	VERB
ajst-21756	69	13	in	in	ADP
ajst-21756	69	14	chapter	chapter	NOUN
ajst-21756	69	15	3	3	NUM
ajst-21756	69	16	to	to	PART
ajst-21756	69	17	extract	extract	VERB
ajst-21756	69	18	the	the	DET
ajst-21756	69	19	acquired	acquire	VERB
ajst-21756	69	20	data	datum	NOUN
ajst-21756	69	21	according	accord	VERB
ajst-21756	69	22	to	to	ADP
ajst-21756	69	23	the	the	DET
ajst-21756	69	24	defined	define	VERB
ajst-21756	69	25	entity	entity	NOUN
ajst-21756	69	26	types	type	NOUN
ajst-21756	69	27	,	,	PUNCT
ajst-21756	69	28	after	after	ADP
ajst-21756	69	29	obtaining	obtain	VERB
ajst-21756	69	30	the	the	DET
ajst-21756	69	31	entities	entity	NOUN
ajst-21756	69	32	and	and	CCONJ
ajst-21756	69	33	their	their	PRON
ajst-21756	69	34	category	category	NOUN
ajst-21756	69	35	labels	label	NOUN
ajst-21756	69	36	,	,	PUNCT
ajst-21756	69	37	based	base	VERB
ajst-21756	69	38	on	on	ADP
ajst-21756	69	39	the	the	DET
ajst-21756	69	40	defined	define	VERB
ajst-21756	69	41	nine	nine	NUM
ajst-21756	69	42	relationship	relationship	NOUN
ajst-21756	69	43	extraction	extraction	NOUN
ajst-21756	69	44	guidelines	guideline	NOUN
ajst-21756	69	45	,	,	PUNCT
ajst-21756	69	46	the	the	DET
ajst-21756	69	47	associated	associated	ADJ
ajst-21756	69	48	entity	entity	NOUN
ajst-21756	69	49	pairs	pair	NOUN
ajst-21756	69	50	are	be	AUX
ajst-21756	69	51	extracted	extract	VERB
ajst-21756	69	52	and	and	CCONJ
ajst-21756	69	53	transformed	transform	VERB
ajst-21756	69	54	into	into	ADP
ajst-21756	69	55	the	the	DET
ajst-21756	69	56	form	form	NOUN
ajst-21756	69	57	of	of	ADP
ajst-21756	69	58	a	a	DET
ajst-21756	69	59	relationship	relationship	NOUN
ajst-21756	69	60	triad	triad	ADJ
ajst-21756	69	61	.	.	PUNCT
ajst-21756	70	1	(	(	PUNCT
ajst-21756	70	2	3	3	X
ajst-21756	70	3	)	)	PUNCT
ajst-21756	70	4	knowledge	knowledge	NOUN
ajst-21756	70	5	fusion	fusion	NOUN
ajst-21756	70	6	.	.	PUNCT
ajst-21756	71	1	the	the	DET
ajst-21756	71	2	systematic	systematic	ADJ
ajst-21756	71	3	convergence	convergence	NOUN
ajst-21756	71	4	,	,	PUNCT
ajst-21756	71	5	organic	organic	ADJ
ajst-21756	71	6	articulation	articulation	NOUN
ajst-21756	71	7	and	and	CCONJ
ajst-21756	71	8	consistent	consistent	ADJ
ajst-21756	71	9	construction	construction	NOUN
ajst-21756	71	10	of	of	ADP
ajst-21756	71	11	knowledge	knowledge	NOUN
ajst-21756	71	12	units	unit	NOUN
ajst-21756	71	13	of	of	ADP
ajst-21756	71	14	different	different	ADJ
ajst-21756	71	15	sources	source	NOUN
ajst-21756	71	16	and	and	CCONJ
ajst-21756	71	17	forms	form	NOUN
ajst-21756	71	18	aims	aim	VERB
ajst-21756	71	19	to	to	PART
ajst-21756	71	20	form	form	VERB
ajst-21756	71	21	a	a	DET
ajst-21756	71	22	more	more	ADV
ajst-21756	71	23	complete	complete	ADJ
ajst-21756	71	24	,	,	PUNCT
ajst-21756	71	25	precise	precise	ADJ
ajst-21756	71	26	and	and	CCONJ
ajst-21756	71	27	practical	practical	ADJ
ajst-21756	71	28	integrated	integrated	ADJ
ajst-21756	71	29	knowledge	knowledge	NOUN
ajst-21756	71	30	architecture	architecture	NOUN
ajst-21756	71	31	.	.	PUNCT
ajst-21756	72	1	(	(	PUNCT
ajst-21756	72	2	4	4	X
ajst-21756	72	3	)	)	PUNCT
ajst-21756	72	4	knowledge	knowledge	NOUN
ajst-21756	72	5	storage	storage	NOUN
ajst-21756	72	6	.	.	PUNCT
ajst-21756	73	1	the	the	DET
ajst-21756	73	2	fused	fuse	VERB
ajst-21756	73	3	triad	triad	NOUN
ajst-21756	73	4	data	datum	NOUN
ajst-21756	73	5	is	be	AUX
ajst-21756	73	6	stored	store	VERB
ajst-21756	73	7	in	in	ADP
ajst-21756	73	8	the	the	DET
ajst-21756	73	9	neo4j	neo4j	PROPN
ajst-21756	73	10	graph	graph	NOUN
ajst-21756	73	11	database	database	NOUN
ajst-21756	73	12	,	,	PUNCT
ajst-21756	73	13	so	so	SCONJ
ajst-21756	73	14	as	as	SCONJ
ajst-21756	73	15	to	to	PART
ajst-21756	73	16	display	display	VERB
ajst-21756	73	17	and	and	CCONJ
ajst-21756	73	18	query	query	VERB
ajst-21756	73	19	the	the	DET
ajst-21756	73	20	relational	relational	ADJ
ajst-21756	73	21	information	information	NOUN
ajst-21756	73	22	intuitively	intuitively	ADV
ajst-21756	73	23	.	.	PUNCT
ajst-21756	74	1	figure	figure	VERB
ajst-21756	74	2	1	1	NUM
ajst-21756	74	3	.	.	PUNCT
ajst-21756	75	1	architecture	architecture	NOUN
ajst-21756	75	2	of	of	ADP
ajst-21756	75	3	knowledge	knowledge	NOUN
ajst-21756	75	4	graph	graph	NOUN
ajst-21756	75	5	construction	construction	NOUN
ajst-21756	75	6	for	for	ADP
ajst-21756	75	7	news	news	NOUN
ajst-21756	75	8	domain	domain	NOUN
ajst-21756	75	9	4.2	4.2	NUM
ajst-21756	75	10	.	.	PUNCT
ajst-21756	76	1	knowledge	knowledge	NOUN
ajst-21756	76	2	acquisition	acquisition	NOUN
ajst-21756	76	3	and	and	CCONJ
ajst-21756	76	4	preprocessing	preprocesse	VERB
ajst-21756	76	5	4.2.1	4.2.1	NUM
ajst-21756	76	6	.	.	PUNCT
ajst-21756	77	1	text	text	NOUN
ajst-21756	77	2	data	datum	NOUN
ajst-21756	77	3	in	in	ADP
ajst-21756	77	4	view	view	NOUN
ajst-21756	77	5	of	of	ADP
ajst-21756	77	6	the	the	DET
ajst-21756	77	7	unique	unique	ADJ
ajst-21756	77	8	data	datum	NOUN
ajst-21756	77	9	organisation	organisation	NOUN
ajst-21756	77	10	characteristics	characteristic	NOUN
ajst-21756	77	11	of	of	ADP
ajst-21756	77	12	news	news	NOUN
ajst-21756	77	13	web	web	NOUN
ajst-21756	77	14	pages	page	NOUN
ajst-21756	77	15	,	,	PUNCT
ajst-21756	77	16	this	this	DET
ajst-21756	77	17	paper	paper	NOUN
ajst-21756	77	18	selects	select	VERB
ajst-21756	77	19	the	the	DET
ajst-21756	77	20	request	request	NOUN
ajst-21756	77	21	library	library	NOUN
ajst-21756	77	22	and	and	CCONJ
ajst-21756	77	23	selenium	selenium	NOUN
ajst-21756	77	24	library	library	NOUN
ajst-21756	77	25	in	in	ADP
ajst-21756	77	26	python	python	NOUN
ajst-21756	77	27	language	language	NOUN
ajst-21756	77	28	as	as	ADP
ajst-21756	77	29	the	the	DET
ajst-21756	77	30	technical	technical	ADJ
ajst-21756	77	31	means	mean	NOUN
ajst-21756	77	32	for	for	ADP
ajst-21756	77	33	news	news	NOUN
ajst-21756	77	34	data	datum	NOUN
ajst-21756	77	35	capture	capture	NOUN
ajst-21756	77	36	.	.	PUNCT
ajst-21756	78	1	selenium	selenium	NOUN
ajst-21756	78	2	can	can	AUX
ajst-21756	78	3	accurately	accurately	ADV
ajst-21756	78	4	capture	capture	VERB
ajst-21756	78	5	the	the	DET
ajst-21756	78	6	rapidly	rapidly	ADV
ajst-21756	78	7	changing	change	VERB
ajst-21756	78	8	information	information	NOUN
ajst-21756	78	9	content	content	NOUN
ajst-21756	78	10	when	when	SCONJ
ajst-21756	78	11	facing	face	VERB
ajst-21756	78	12	dynamic	dynamic	ADJ
ajst-21756	78	13	page	page	NOUN
ajst-21756	78	14	scenarios	scenario	NOUN
ajst-21756	78	15	that	that	PRON
ajst-21756	78	16	contain	contain	VERB
ajst-21756	78	17	real	real	ADJ
ajst-21756	78	18	-	-	PUNCT
ajst-21756	78	19	time	time	NOUN
ajst-21756	78	20	update	update	NOUN
ajst-21756	78	21	elements	element	NOUN
ajst-21756	78	22	,	,	PUNCT
ajst-21756	78	23	such	such	ADJ
ajst-21756	78	24	as	as	ADP
ajst-21756	78	25	scrolling	scroll	VERB
ajst-21756	78	26	news	news	NOUN
ajst-21756	78	27	display	display	NOUN
ajst-21756	78	28	area	area	NOUN
ajst-21756	78	29	,	,	PUNCT
ajst-21756	78	30	to	to	PART
ajst-21756	78	31	ensure	ensure	VERB
ajst-21756	78	32	the	the	DET
ajst-21756	78	33	timeliness	timeliness	NOUN
ajst-21756	78	34	and	and	CCONJ
ajst-21756	78	35	completeness	completeness	NOUN
ajst-21756	78	36	of	of	ADP
ajst-21756	78	37	data	datum	NOUN
ajst-21756	78	38	capture.requests	capture.request	NOUN
ajst-21756	78	39	library	library	NOUN
ajst-21756	78	40	can	can	AUX
ajst-21756	78	41	efficiently	efficiently	ADV
ajst-21756	78	42	obtain	obtain	VERB
ajst-21756	78	43	the	the	DET
ajst-21756	78	44	html	html	NOUN
ajst-21756	78	45	document	document	NOUN
ajst-21756	78	46	of	of	ADP
ajst-21756	78	47	the	the	DET
ajst-21756	78	48	server	server	NOUN
ajst-21756	78	49	's	's	PART
ajst-21756	78	50	response	response	NOUN
ajst-21756	78	51	by	by	ADP
ajst-21756	78	52	sending	send	VERB
ajst-21756	78	53	http	http	ADJ
ajst-21756	78	54	requests	request	NOUN
ajst-21756	78	55	directly	directly	ADV
ajst-21756	78	56	to	to	ADP
ajst-21756	78	57	the	the	DET
ajst-21756	78	58	server	server	NOUN
ajst-21756	78	59	,	,	PUNCT
ajst-21756	78	60	thus	thus	ADV
ajst-21756	78	61	realising	realise	VERB
ajst-21756	78	62	the	the	DET
ajst-21756	78	63	comprehensive	comprehensive	ADJ
ajst-21756	78	64	capture	capture	NOUN
ajst-21756	78	65	of	of	ADP
ajst-21756	78	66	the	the	DET
ajst-21756	78	67	content	content	NOUN
ajst-21756	78	68	of	of	ADP
ajst-21756	78	69	static	static	ADJ
ajst-21756	78	70	and	and	CCONJ
ajst-21756	78	71	unchanging	unchanging	ADJ
ajst-21756	78	72	pages	page	NOUN
ajst-21756	78	73	.	.	PUNCT
ajst-21756	79	1	crawling	crawl	VERB
ajst-21756	79	2	.	.	PUNCT
ajst-21756	80	1	the	the	DET
ajst-21756	80	2	crawling	crawling	NOUN
ajst-21756	80	3	process	process	NOUN
ajst-21756	80	4	is	be	AUX
ajst-21756	80	5	shown	show	VERB
ajst-21756	80	6	in	in	ADP
ajst-21756	80	7	figure	figure	NOUN
ajst-21756	80	8	2	2	NUM
ajst-21756	80	9	.	.	NOUN
ajst-21756	80	10	61	61	NUM
ajst-21756	80	11	figure	figure	NOUN
ajst-21756	80	12	2	2	NUM
ajst-21756	80	13	.	.	PUNCT
ajst-21756	80	14	data	datum	NOUN
ajst-21756	80	15	crawling	crawling	NOUN
ajst-21756	80	16	process	process	NOUN
ajst-21756	80	17	in	in	ADP
ajst-21756	80	18	the	the	DET
ajst-21756	80	19	process	process	NOUN
ajst-21756	80	20	of	of	ADP
ajst-21756	80	21	improving	improve	VERB
ajst-21756	80	22	the	the	DET
ajst-21756	80	23	accuracy	accuracy	NOUN
ajst-21756	80	24	of	of	ADP
ajst-21756	80	25	knowledge	knowledge	NOUN
ajst-21756	80	26	extraction	extraction	NOUN
ajst-21756	80	27	,	,	PUNCT
ajst-21756	80	28	it	it	PRON
ajst-21756	80	29	is	be	AUX
ajst-21756	80	30	crucial	crucial	ADJ
ajst-21756	80	31	to	to	PART
ajst-21756	80	32	perform	perform	VERB
ajst-21756	80	33	the	the	DET
ajst-21756	80	34	necessary	necessary	ADJ
ajst-21756	80	35	preprocessing	preprocessing	NOUN
ajst-21756	80	36	operations	operation	NOUN
ajst-21756	80	37	on	on	ADP
ajst-21756	80	38	the	the	DET
ajst-21756	80	39	collected	collect	VERB
ajst-21756	80	40	data	datum	NOUN
ajst-21756	80	41	.	.	PUNCT
ajst-21756	81	1	the	the	DET
ajst-21756	81	2	following	follow	VERB
ajst-21756	81	3	are	be	AUX
ajst-21756	81	4	the	the	DET
ajst-21756	81	5	specific	specific	ADJ
ajst-21756	81	6	steps	step	NOUN
ajst-21756	81	7	of	of	ADP
ajst-21756	81	8	this	this	DET
ajst-21756	81	9	preprocessing	preprocessing	NOUN
ajst-21756	81	10	process	process	NOUN
ajst-21756	81	11	:	:	PUNCT
ajst-21756	81	12	(	(	PUNCT
ajst-21756	81	13	1	1	X
ajst-21756	81	14	)	)	PUNCT
ajst-21756	81	15	de	de	NOUN
ajst-21756	81	16	-	-	NOUN
ajst-21756	81	17	duplication	duplication	NOUN
ajst-21756	81	18	.	.	PUNCT
ajst-21756	82	1	in	in	ADP
ajst-21756	82	2	the	the	DET
ajst-21756	82	3	collected	collect	VERB
ajst-21756	82	4	raw	raw	ADJ
ajst-21756	82	5	data	datum	NOUN
ajst-21756	82	6	,	,	PUNCT
ajst-21756	82	7	there	there	PRON
ajst-21756	82	8	may	may	AUX
ajst-21756	82	9	be	be	AUX
ajst-21756	82	10	duplicate	duplicate	ADJ
ajst-21756	82	11	data	datum	NOUN
ajst-21756	82	12	entries	entry	NOUN
ajst-21756	82	13	.	.	PUNCT
ajst-21756	83	1	the	the	DET
ajst-21756	83	2	de	de	ADJ
ajst-21756	83	3	-	-	NOUN
ajst-21756	83	4	duplication	duplication	NOUN
ajst-21756	83	5	step	step	NOUN
ajst-21756	83	6	is	be	AUX
ajst-21756	83	7	to	to	PART
ajst-21756	83	8	identify	identify	VERB
ajst-21756	83	9	and	and	CCONJ
ajst-21756	83	10	remove	remove	VERB
ajst-21756	83	11	these	these	DET
ajst-21756	83	12	duplicates	duplicate	NOUN
ajst-21756	83	13	.	.	PUNCT
ajst-21756	84	1	(	(	PUNCT
ajst-21756	84	2	2	2	X
ajst-21756	84	3	)	)	PUNCT
ajst-21756	84	4	data	datum	NOUN
ajst-21756	84	5	cleaning	cleaning	NOUN
ajst-21756	84	6	.	.	PUNCT
ajst-21756	85	1	there	there	PRON
ajst-21756	85	2	are	be	VERB
ajst-21756	85	3	non	non	ADJ
ajst-21756	85	4	-	-	ADJ
ajst-21756	85	5	substantive	substantive	ADJ
ajst-21756	85	6	elements	element	NOUN
ajst-21756	85	7	such	such	ADJ
ajst-21756	85	8	as	as	ADP
ajst-21756	85	9	html	html	NOUN
ajst-21756	85	10	tags	tag	NOUN
ajst-21756	85	11	,	,	PUNCT
ajst-21756	85	12	whitespace	whitespace	NOUN
ajst-21756	85	13	characters	character	NOUN
ajst-21756	85	14	and	and	CCONJ
ajst-21756	85	15	line	line	NOUN
ajst-21756	85	16	breaks	break	NOUN
ajst-21756	85	17	mixed	mix	VERB
ajst-21756	85	18	within	within	ADP
ajst-21756	85	19	the	the	DET
ajst-21756	85	20	raw	raw	ADJ
ajst-21756	85	21	data	datum	NOUN
ajst-21756	85	22	set	set	VERB
ajst-21756	85	23	.	.	PUNCT
ajst-21756	86	1	in	in	ADP
ajst-21756	86	2	order	order	NOUN
ajst-21756	86	3	to	to	PART
ajst-21756	86	4	ensure	ensure	VERB
ajst-21756	86	5	the	the	DET
ajst-21756	86	6	accuracy	accuracy	NOUN
ajst-21756	86	7	and	and	CCONJ
ajst-21756	86	8	reliability	reliability	NOUN
ajst-21756	86	9	of	of	ADP
ajst-21756	86	10	the	the	DET
ajst-21756	86	11	data	datum	NOUN
ajst-21756	86	12	,	,	PUNCT
ajst-21756	86	13	these	these	DET
ajst-21756	86	14	irrelevant	irrelevant	ADJ
ajst-21756	86	15	symbols	symbol	NOUN
ajst-21756	86	16	should	should	AUX
ajst-21756	86	17	be	be	AUX
ajst-21756	86	18	rigorously	rigorously	ADV
ajst-21756	86	19	cleaned	clean	VERB
ajst-21756	86	20	up	up	ADP
ajst-21756	86	21	and	and	CCONJ
ajst-21756	86	22	eliminated	eliminate	VERB
ajst-21756	86	23	,	,	PUNCT
ajst-21756	86	24	so	so	SCONJ
ajst-21756	86	25	as	as	SCONJ
ajst-21756	86	26	to	to	PART
ajst-21756	86	27	ensure	ensure	VERB
ajst-21756	86	28	that	that	SCONJ
ajst-21756	86	29	the	the	DET
ajst-21756	86	30	original	original	ADJ
ajst-21756	86	31	data	datum	NOUN
ajst-21756	86	32	does	do	AUX
ajst-21756	86	33	not	not	PART
ajst-21756	86	34	contain	contain	VERB
ajst-21756	86	35	any	any	DET
ajst-21756	86	36	interfering	interfere	VERB
ajst-21756	86	37	information	information	NOUN
ajst-21756	86	38	.	.	PUNCT
ajst-21756	87	1	(	(	PUNCT
ajst-21756	87	2	3	3	X
ajst-21756	87	3	)	)	PUNCT
ajst-21756	87	4	text	text	NOUN
ajst-21756	87	5	sentencing	sentencing	NOUN
ajst-21756	87	6	:	:	PUNCT
ajst-21756	87	7	excessively	excessively	ADV
ajst-21756	87	8	long	long	ADJ
ajst-21756	87	9	sentences	sentence	NOUN
ajst-21756	87	10	will	will	AUX
ajst-21756	87	11	adversely	adversely	ADV
ajst-21756	87	12	affect	affect	VERB
ajst-21756	87	13	the	the	DET
ajst-21756	87	14	extraction	extraction	NOUN
ajst-21756	87	15	work	work	NOUN
ajst-21756	87	16	,	,	PUNCT
ajst-21756	87	17	so	so	SCONJ
ajst-21756	87	18	these	these	DET
ajst-21756	87	19	data	datum	NOUN
ajst-21756	87	20	need	need	VERB
ajst-21756	87	21	to	to	PART
ajst-21756	87	22	be	be	AUX
ajst-21756	87	23	processed	process	VERB
ajst-21756	87	24	in	in	ADP
ajst-21756	87	25	sentences	sentence	NOUN
ajst-21756	87	26	to	to	PART
ajst-21756	87	27	improve	improve	VERB
ajst-21756	87	28	the	the	DET
ajst-21756	87	29	efficiency	efficiency	NOUN
ajst-21756	87	30	and	and	CCONJ
ajst-21756	87	31	accuracy	accuracy	NOUN
ajst-21756	87	32	of	of	ADP
ajst-21756	87	33	knowledge	knowledge	NOUN
ajst-21756	87	34	extraction	extraction	NOUN
ajst-21756	87	35	.	.	PUNCT
ajst-21756	88	1	4.2.2	4.2.2	X
ajst-21756	88	2	.	.	PUNCT
ajst-21756	88	3	image	image	NOUN
ajst-21756	88	4	data	datum	NOUN
ajst-21756	88	5	among	among	ADP
ajst-21756	88	6	the	the	DET
ajst-21756	88	7	eight	eight	NUM
ajst-21756	88	8	defined	define	VERB
ajst-21756	88	9	entity	entity	NOUN
ajst-21756	88	10	types	type	NOUN
ajst-21756	88	11	,	,	PUNCT
ajst-21756	88	12	the	the	DET
ajst-21756	88	13	three	three	NUM
ajst-21756	88	14	categories	category	NOUN
ajst-21756	88	15	of	of	ADP
ajst-21756	88	16	people	people	NOUN
ajst-21756	88	17	,	,	PUNCT
ajst-21756	88	18	places	place	NOUN
ajst-21756	88	19	and	and	CCONJ
ajst-21756	88	20	products	product	NOUN
ajst-21756	88	21	have	have	VERB
ajst-21756	88	22	detailed	detailed	ADJ
ajst-21756	88	23	image	image	NOUN
ajst-21756	88	24	information	information	NOUN
ajst-21756	88	25	,	,	PUNCT
ajst-21756	88	26	so	so	CCONJ
ajst-21756	88	27	the	the	DET
ajst-21756	88	28	acquisition	acquisition	NOUN
ajst-21756	88	29	of	of	ADP
ajst-21756	88	30	image	image	NOUN
ajst-21756	88	31	information	information	NOUN
ajst-21756	88	32	will	will	AUX
ajst-21756	88	33	be	be	AUX
ajst-21756	88	34	carried	carry	VERB
ajst-21756	88	35	out	out	ADP
ajst-21756	88	36	for	for	ADP
ajst-21756	88	37	these	these	DET
ajst-21756	88	38	three	three	NUM
ajst-21756	88	39	entity	entity	NOUN
ajst-21756	88	40	types	type	NOUN
ajst-21756	88	41	.	.	PUNCT
ajst-21756	89	1	in	in	ADP
ajst-21756	89	2	this	this	DET
ajst-21756	89	3	paper	paper	NOUN
ajst-21756	89	4	,	,	PUNCT
ajst-21756	89	5	the	the	DET
ajst-21756	89	6	internet	internet	NOUN
ajst-21756	89	7	search	search	NOUN
ajst-21756	89	8	engine	engine	NOUN
ajst-21756	89	9	is	be	AUX
ajst-21756	89	10	chosen	choose	VERB
ajst-21756	89	11	as	as	ADP
ajst-21756	89	12	the	the	DET
ajst-21756	89	13	data	datum	NOUN
ajst-21756	89	14	source	source	NOUN
ajst-21756	89	15	,	,	PUNCT
ajst-21756	89	16	and	and	CCONJ
ajst-21756	89	17	baidu	baidu	NOUN
ajst-21756	89	18	encyclopaedia	encyclopaedia	NOUN
ajst-21756	89	19	is	be	AUX
ajst-21756	89	20	used	use	VERB
ajst-21756	89	21	as	as	ADP
ajst-21756	89	22	the	the	DET
ajst-21756	89	23	entity	entity	NOUN
ajst-21756	89	24	image	image	NOUN
ajst-21756	89	25	acquisition	acquisition	NOUN
ajst-21756	89	26	tool	tool	NOUN
ajst-21756	89	27	.	.	PUNCT
ajst-21756	90	1	in	in	ADP
ajst-21756	90	2	the	the	DET
ajst-21756	90	3	design	design	NOUN
ajst-21756	90	4	process	process	NOUN
ajst-21756	90	5	of	of	ADP
ajst-21756	90	6	the	the	DET
ajst-21756	90	7	crawler	crawler	NOUN
ajst-21756	90	8	programme	programme	NOUN
ajst-21756	90	9	,	,	PUNCT
ajst-21756	90	10	the	the	DET
ajst-21756	90	11	list	list	NOUN
ajst-21756	90	12	of	of	ADP
ajst-21756	90	13	extracted	extract	VERB
ajst-21756	90	14	entities	entity	NOUN
ajst-21756	90	15	is	be	AUX
ajst-21756	90	16	first	first	ADV
ajst-21756	90	17	used	use	VERB
ajst-21756	90	18	as	as	ADP
ajst-21756	90	19	the	the	DET
ajst-21756	90	20	input	input	NOUN
ajst-21756	90	21	data	datum	NOUN
ajst-21756	90	22	.	.	PUNCT
ajst-21756	91	1	then	then	ADV
ajst-21756	91	2	,	,	PUNCT
ajst-21756	91	3	selenium	selenium	NOUN
ajst-21756	91	4	,	,	PUNCT
ajst-21756	91	5	a	a	DET
ajst-21756	91	6	browser	browser	NOUN
ajst-21756	91	7	automation	automation	NOUN
ajst-21756	91	8	testing	testing	NOUN
ajst-21756	91	9	framework	framework	NOUN
ajst-21756	91	10	,	,	PUNCT
ajst-21756	91	11	is	be	AUX
ajst-21756	91	12	used	use	VERB
ajst-21756	91	13	to	to	PART
ajst-21756	91	14	achieve	achieve	VERB
ajst-21756	91	15	automated	automate	VERB
ajst-21756	91	16	crawling	crawling	NOUN
ajst-21756	91	17	and	and	CCONJ
ajst-21756	91	18	storage	storage	NOUN
ajst-21756	91	19	of	of	ADP
ajst-21756	91	20	the	the	DET
ajst-21756	91	21	image	image	NOUN
ajst-21756	91	22	entities	entity	NOUN
ajst-21756	91	23	and	and	CCONJ
ajst-21756	91	24	their	their	PRON
ajst-21756	91	25	corresponding	correspond	VERB
ajst-21756	91	26	urls	url	NOUN
ajst-21756	91	27	.	.	PUNCT
ajst-21756	92	1	finally	finally	ADV
ajst-21756	92	2	,	,	PUNCT
ajst-21756	92	3	this	this	PRON
ajst-21756	92	4	crawled	crawl	VERB
ajst-21756	92	5	image	image	NOUN
ajst-21756	92	6	information	information	NOUN
ajst-21756	92	7	is	be	AUX
ajst-21756	92	8	integrated	integrate	VERB
ajst-21756	92	9	into	into	ADP
ajst-21756	92	10	the	the	DET
ajst-21756	92	11	knowledge	knowledge	NOUN
ajst-21756	92	12	graph	graph	NOUN
ajst-21756	92	13	as	as	ADP
ajst-21756	92	14	the	the	DET
ajst-21756	92	15	attribute	attribute	NOUN
ajst-21756	92	16	information	information	NOUN
ajst-21756	92	17	of	of	ADP
ajst-21756	92	18	the	the	DET
ajst-21756	92	19	entities	entity	NOUN
ajst-21756	92	20	in	in	ADP
ajst-21756	92	21	order	order	NOUN
ajst-21756	92	22	to	to	PART
ajst-21756	92	23	enrich	enrich	VERB
ajst-21756	92	24	and	and	CCONJ
ajst-21756	92	25	improve	improve	VERB
ajst-21756	92	26	the	the	DET
ajst-21756	92	27	content	content	NOUN
ajst-21756	92	28	of	of	ADP
ajst-21756	92	29	the	the	DET
ajst-21756	92	30	graph	graph	NOUN
ajst-21756	92	31	.	.	PUNCT
ajst-21756	93	1	in	in	ADP
ajst-21756	93	2	this	this	DET
ajst-21756	93	3	process	process	NOUN
ajst-21756	93	4	,	,	PUNCT
ajst-21756	93	5	the	the	DET
ajst-21756	93	6	entity	entity	NOUN
ajst-21756	93	7	image	image	NOUN
ajst-21756	93	8	attribute	attribute	NOUN
ajst-21756	93	9	triad	triad	NOUN
ajst-21756	93	10	is	be	AUX
ajst-21756	93	11	represented	represent	VERB
ajst-21756	93	12	in	in	ADP
ajst-21756	93	13	the	the	DET
ajst-21756	93	14	following	follow	VERB
ajst-21756	93	15	form	form	NOUN
ajst-21756	93	16	:	:	PUNCT
ajst-21756	93	17	<	<	X
ajst-21756	93	18	entity	entity	NOUN
ajst-21756	93	19	,	,	PUNCT
ajst-21756	93	20	image_url	image_url	PROPN
ajst-21756	93	21	,	,	PUNCT
ajst-21756	93	22	image	image	NOUN
ajst-21756	93	23	url	url	PROPN
ajst-21756	93	24	>	>	PROPN
ajst-21756	93	25	,	,	PUNCT
ajst-21756	93	26	which	which	PRON
ajst-21756	93	27	precisely	precisely	ADV
ajst-21756	93	28	describes	describe	VERB
ajst-21756	93	29	the	the	DET
ajst-21756	93	30	association	association	NOUN
ajst-21756	93	31	between	between	ADP
ajst-21756	93	32	entities	entity	NOUN
ajst-21756	93	33	and	and	CCONJ
ajst-21756	93	34	image	image	NOUN
ajst-21756	93	35	attributes	attribute	NOUN
ajst-21756	93	36	.	.	PUNCT
ajst-21756	94	1	after	after	ADP
ajst-21756	94	2	completing	complete	VERB
ajst-21756	94	3	the	the	DET
ajst-21756	94	4	acquisition	acquisition	NOUN
ajst-21756	94	5	of	of	ADP
ajst-21756	94	6	image	image	NOUN
ajst-21756	94	7	entities	entity	NOUN
ajst-21756	94	8	,	,	PUNCT
ajst-21756	94	9	it	it	PRON
ajst-21756	94	10	is	be	AUX
ajst-21756	94	11	particularly	particularly	ADV
ajst-21756	94	12	important	important	ADJ
ajst-21756	94	13	to	to	ADP
ajst-21756	94	14	fine	fine	ADJ
ajst-21756	94	15	-	-	PUNCT
ajst-21756	94	16	tune	tune	NOUN
ajst-21756	94	17	the	the	DET
ajst-21756	94	18	processing	processing	NOUN
ajst-21756	94	19	and	and	CCONJ
ajst-21756	94	20	screening	screening	NOUN
ajst-21756	94	21	of	of	ADP
ajst-21756	94	22	high	high	ADJ
ajst-21756	94	23	-	-	PUNCT
ajst-21756	94	24	quality	quality	NOUN
ajst-21756	94	25	images	image	NOUN
ajst-21756	94	26	.	.	PUNCT
ajst-21756	95	1	different	different	ADJ
ajst-21756	95	2	images	image	NOUN
ajst-21756	95	3	show	show	VERB
ajst-21756	95	4	the	the	DET
ajst-21756	95	5	visual	visual	ADJ
ajst-21756	95	6	characteristics	characteristic	NOUN
ajst-21756	95	7	of	of	ADP
ajst-21756	95	8	entities	entity	NOUN
ajst-21756	95	9	from	from	ADP
ajst-21756	95	10	diverse	diverse	ADJ
ajst-21756	95	11	perspectives	perspective	NOUN
ajst-21756	95	12	,	,	PUNCT
ajst-21756	95	13	however	however	ADV
ajst-21756	95	14	,	,	PUNCT
ajst-21756	95	15	this	this	DET
ajst-21756	95	16	method	method	NOUN
ajst-21756	95	17	of	of	ADP
ajst-21756	95	18	supplementing	supplement	VERB
ajst-21756	95	19	visual	visual	ADJ
ajst-21756	95	20	information	information	NOUN
ajst-21756	95	21	for	for	ADP
ajst-21756	95	22	entities	entity	NOUN
ajst-21756	95	23	based	base	VERB
ajst-21756	95	24	on	on	ADP
ajst-21756	95	25	internet	internet	NOUN
ajst-21756	95	26	search	search	NOUN
ajst-21756	95	27	engines	engine	NOUN
ajst-21756	95	28	often	often	ADV
ajst-21756	95	29	leads	lead	VERB
ajst-21756	95	30	to	to	ADP
ajst-21756	95	31	a	a	DET
ajst-21756	95	32	large	large	ADJ
ajst-21756	95	33	number	number	NOUN
ajst-21756	95	34	of	of	ADP
ajst-21756	95	35	duplicate	duplicate	ADJ
ajst-21756	95	36	images	image	NOUN
ajst-21756	95	37	in	in	ADP
ajst-21756	95	38	the	the	DET
ajst-21756	95	39	entity	entity	NOUN
ajst-21756	95	40	image	image	NOUN
ajst-21756	95	41	set	set	VERB
ajst-21756	95	42	due	due	ADP
ajst-21756	95	43	to	to	ADP
ajst-21756	95	44	the	the	DET
ajst-21756	95	45	lack	lack	NOUN
ajst-21756	95	46	of	of	ADP
ajst-21756	95	47	clear	clear	ADJ
ajst-21756	95	48	supervisory	supervisory	ADJ
ajst-21756	95	49	signals	signal	NOUN
ajst-21756	95	50	.	.	PUNCT
ajst-21756	96	1	these	these	DET
ajst-21756	96	2	duplicate	duplicate	ADJ
ajst-21756	96	3	images	image	NOUN
ajst-21756	96	4	not	not	PART
ajst-21756	96	5	only	only	ADV
ajst-21756	96	6	increase	increase	VERB
ajst-21756	96	7	the	the	DET
ajst-21756	96	8	complexity	complexity	NOUN
ajst-21756	96	9	of	of	ADP
ajst-21756	96	10	data	datum	NOUN
ajst-21756	96	11	processing	processing	NOUN
ajst-21756	96	12	,	,	PUNCT
ajst-21756	96	13	but	but	CCONJ
ajst-21756	96	14	also	also	ADV
ajst-21756	96	15	may	may	AUX
ajst-21756	96	16	adversely	adversely	ADV
ajst-21756	96	17	affect	affect	VERB
ajst-21756	96	18	the	the	DET
ajst-21756	96	19	subsequent	subsequent	ADJ
ajst-21756	96	20	knowledge	knowledge	NOUN
ajst-21756	96	21	graph	graph	NOUN
ajst-21756	96	22	construction	construction	NOUN
ajst-21756	96	23	and	and	CCONJ
ajst-21756	96	24	application	application	NOUN
ajst-21756	96	25	.	.	PUNCT
ajst-21756	97	1	as	as	SCONJ
ajst-21756	97	2	shown	show	VERB
ajst-21756	97	3	in	in	ADP
ajst-21756	97	4	figure	figure	NOUN
ajst-21756	97	5	3	3	NUM
ajst-21756	97	6	,	,	PUNCT
ajst-21756	97	7	the	the	DET
ajst-21756	97	8	picture	picture	NOUN
ajst-21756	97	9	collection	collection	NOUN
ajst-21756	97	10	of	of	ADP
ajst-21756	97	11	the	the	DET
ajst-21756	97	12	entity	entity	NOUN
ajst-21756	97	13	wu	wu	PROPN
ajst-21756	97	14	dajing	dajing	NOUN
ajst-21756	97	15	contains	contain	VERB
ajst-21756	97	16	multiple	multiple	ADJ
ajst-21756	97	17	similar	similar	ADJ
ajst-21756	97	18	pictures	picture	NOUN
ajst-21756	97	19	.	.	PUNCT
ajst-21756	98	1	therefore	therefore	ADV
ajst-21756	98	2	,	,	PUNCT
ajst-21756	98	3	in	in	ADP
ajst-21756	98	4	the	the	DET
ajst-21756	98	5	process	process	NOUN
ajst-21756	98	6	of	of	ADP
ajst-21756	98	7	supplementing	supplement	VERB
ajst-21756	98	8	visual	visual	ADJ
ajst-21756	98	9	information	information	NOUN
ajst-21756	98	10	,	,	PUNCT
ajst-21756	98	11	effective	effective	ADJ
ajst-21756	98	12	methods	method	NOUN
ajst-21756	98	13	are	be	AUX
ajst-21756	98	14	needed	need	VERB
ajst-21756	98	15	to	to	PART
ajst-21756	98	16	identify	identify	VERB
ajst-21756	98	17	and	and	CCONJ
ajst-21756	98	18	remove	remove	VERB
ajst-21756	98	19	duplicate	duplicate	ADJ
ajst-21756	98	20	images	image	NOUN
ajst-21756	98	21	to	to	PART
ajst-21756	98	22	ensure	ensure	VERB
ajst-21756	98	23	the	the	DET
ajst-21756	98	24	quality	quality	NOUN
ajst-21756	98	25	and	and	CCONJ
ajst-21756	98	26	accuracy	accuracy	NOUN
ajst-21756	98	27	of	of	ADP
ajst-21756	98	28	image	image	NOUN
ajst-21756	98	29	data	datum	NOUN
ajst-21756	98	30	.	.	PUNCT
ajst-21756	99	1	figure	figure	VERB
ajst-21756	99	2	3	3	NUM
ajst-21756	99	3	.	.	PUNCT
ajst-21756	100	1	collection	collection	NOUN
ajst-21756	100	2	of	of	ADP
ajst-21756	100	3	images	image	NOUN
ajst-21756	100	4	returned	return	VERB
ajst-21756	100	5	by	by	ADP
ajst-21756	100	6	the	the	DET
ajst-21756	100	7	search	search	NOUN
ajst-21756	100	8	entity	entity	NOUN
ajst-21756	100	9	wu	wu	PROPN
ajst-21756	100	10	dajing	daje	VERB
ajst-21756	100	11	firstly	firstly	ADV
ajst-21756	100	12	,	,	PUNCT
ajst-21756	100	13	each	each	DET
ajst-21756	100	14	image	image	NOUN
ajst-21756	100	15	is	be	AUX
ajst-21756	100	16	converted	convert	VERB
ajst-21756	100	17	into	into	ADP
ajst-21756	100	18	a	a	DET
ajst-21756	100	19	high	high	ADJ
ajst-21756	100	20	-	-	PUNCT
ajst-21756	100	21	dimensional	dimensional	ADJ
ajst-21756	100	22	feature	feature	NOUN
ajst-21756	100	23	vector	vector	NOUN
ajst-21756	100	24	using	use	VERB
ajst-21756	100	25	the	the	DET
ajst-21756	100	26	pre	pre	ADJ
ajst-21756	100	27	-	-	ADJ
ajst-21756	100	28	trained	train	VERB
ajst-21756	100	29	resnet	resnet	NOUN
ajst-21756	100	30	model	model	NOUN
ajst-21756	100	31	as	as	ADP
ajst-21756	100	32	a	a	DET
ajst-21756	100	33	feature	feature	NOUN
ajst-21756	100	34	extractor	extractor	NOUN
ajst-21756	100	35	.	.	PUNCT
ajst-21756	101	1	next	next	ADV
ajst-21756	101	2	,	,	PUNCT
ajst-21756	101	3	the	the	DET
ajst-21756	101	4	extracted	extract	VERB
ajst-21756	101	5	feature	feature	NOUN
ajst-21756	101	6	vectors	vector	NOUN
ajst-21756	101	7	of	of	ADP
ajst-21756	101	8	the	the	DET
ajst-21756	101	9	images	image	NOUN
ajst-21756	101	10	are	be	AUX
ajst-21756	101	11	clustered	cluster	VERB
ajst-21756	101	12	using	use	VERB
ajst-21756	101	13	the	the	DET
ajst-21756	101	14	dbscan	dbscan	ADJ
ajst-21756	101	15	algorithm	algorithm	NOUN
ajst-21756	101	16	,	,	PUNCT
ajst-21756	101	17	which	which	PRON
ajst-21756	101	18	is	be	AUX
ajst-21756	101	19	a	a	DET
ajst-21756	101	20	densitybased	densitybase	VERB
ajst-21756	101	21	clustering	clustering	NOUN
ajst-21756	101	22	method	method	NOUN
ajst-21756	101	23	that	that	PRON
ajst-21756	101	24	is	be	AUX
ajst-21756	101	25	capable	capable	ADJ
ajst-21756	101	26	of	of	ADP
ajst-21756	101	27	discovering	discover	VERB
ajst-21756	101	28	clusters	cluster	NOUN
ajst-21756	101	29	of	of	ADP
ajst-21756	101	30	arbitrary	arbitrary	ADJ
ajst-21756	101	31	shapes	shape	NOUN
ajst-21756	101	32	and	and	CCONJ
ajst-21756	101	33	efficiently	efficiently	ADV
ajst-21756	101	34	handles	handle	VERB
ajst-21756	101	35	noise	noise	NOUN
ajst-21756	101	36	points	point	NOUN
ajst-21756	101	37	and	and	CCONJ
ajst-21756	101	38	outliers	outlier	NOUN
ajst-21756	101	39	.	.	PUNCT
ajst-21756	102	1	the	the	DET
ajst-21756	102	2	above	above	ADJ
ajst-21756	102	3	steps	step	NOUN
ajst-21756	102	4	enable	enable	ADJ
ajst-21756	102	5	to	to	PART
ajst-21756	102	6	identify	identify	VERB
ajst-21756	102	7	images	image	NOUN
ajst-21756	102	8	with	with	ADP
ajst-21756	102	9	similar	similar	ADJ
ajst-21756	102	10	features	feature	NOUN
ajst-21756	102	11	and	and	CCONJ
ajst-21756	102	12	classify	classify	VERB
ajst-21756	102	13	them	they	PRON
ajst-21756	102	14	into	into	ADP
ajst-21756	102	15	the	the	DET
ajst-21756	102	16	same	same	ADJ
ajst-21756	102	17	cluster	cluster	NOUN
ajst-21756	102	18	.	.	PUNCT
ajst-21756	103	1	eventually	eventually	ADV
ajst-21756	103	2	,	,	PUNCT
ajst-21756	103	3	a	a	DET
ajst-21756	103	4	picture	picture	NOUN
ajst-21756	103	5	is	be	AUX
ajst-21756	103	6	randomly	randomly	ADV
ajst-21756	103	7	selected	select	VERB
ajst-21756	103	8	from	from	ADP
ajst-21756	103	9	each	each	DET
ajst-21756	103	10	cluster	cluster	NOUN
ajst-21756	103	11	62	62	NUM
ajst-21756	103	12	to	to	PART
ajst-21756	103	13	form	form	VERB
ajst-21756	103	14	a	a	DET
ajst-21756	103	15	collection	collection	NOUN
ajst-21756	103	16	of	of	ADP
ajst-21756	103	17	unduplicated	unduplicated	ADJ
ajst-21756	103	18	and	and	CCONJ
ajst-21756	103	19	representative	representative	ADJ
ajst-21756	103	20	pictures	picture	NOUN
ajst-21756	103	21	.	.	PUNCT
ajst-21756	104	1	the	the	DET
ajst-21756	104	2	specific	specific	ADJ
ajst-21756	104	3	flowchart	flowchart	NOUN
ajst-21756	104	4	is	be	AUX
ajst-21756	104	5	shown	show	VERB
ajst-21756	104	6	in	in	ADP
ajst-21756	104	7	fig	fig	NOUN
ajst-21756	104	8	.	.	PUNCT
ajst-21756	105	1	4	4	X
ajst-21756	105	2	.	.	X
ajst-21756	105	3	figure	figure	VERB
ajst-21756	105	4	4	4	NUM
ajst-21756	105	5	.	.	PUNCT
ajst-21756	105	6	flow	flow	NOUN
ajst-21756	105	7	of	of	ADP
ajst-21756	105	8	obtaining	obtain	VERB
ajst-21756	105	9	entity	entity	NOUN
ajst-21756	105	10	pictures	picture	NOUN
ajst-21756	105	11	4.3	4.3	NUM
ajst-21756	105	12	.	.	PUNCT
ajst-21756	106	1	knowledge	knowledge	NOUN
ajst-21756	106	2	extraction	extraction	NOUN
ajst-21756	106	3	for	for	ADP
ajst-21756	106	4	semi	semi	ADJ
ajst-21756	106	5	-	-	ADJ
ajst-21756	106	6	structured	structured	ADJ
ajst-21756	106	7	data	datum	NOUN
ajst-21756	106	8	with	with	ADP
ajst-21756	106	9	a	a	DET
ajst-21756	106	10	relatively	relatively	ADV
ajst-21756	106	11	regular	regular	ADJ
ajst-21756	106	12	structure	structure	NOUN
ajst-21756	106	13	,	,	PUNCT
ajst-21756	106	14	entity	entity	NOUN
ajst-21756	106	15	information	information	NOUN
ajst-21756	106	16	is	be	AUX
ajst-21756	106	17	relatively	relatively	ADV
ajst-21756	106	18	easy	easy	ADJ
ajst-21756	106	19	to	to	PART
ajst-21756	106	20	extract	extract	VERB
ajst-21756	106	21	.	.	PUNCT
ajst-21756	107	1	when	when	SCONJ
ajst-21756	107	2	storing	store	VERB
ajst-21756	107	3	such	such	ADJ
ajst-21756	107	4	information	information	NOUN
ajst-21756	107	5	,	,	PUNCT
ajst-21756	107	6	two	two	NUM
ajst-21756	107	7	types	type	NOUN
ajst-21756	107	8	of	of	ADP
ajst-21756	107	9	triples	triple	NOUN
ajst-21756	107	10	,	,	PUNCT
ajst-21756	107	11	namely	namely	ADV
ajst-21756	107	12	"	"	PUNCT
ajst-21756	107	13	entityrelationship	entityrelationship	NOUN
ajst-21756	107	14	-	-	PUNCT
ajst-21756	107	15	entity	entity	NOUN
ajst-21756	107	16	"	"	PUNCT
ajst-21756	107	17	and	and	CCONJ
ajst-21756	107	18	"	"	PUNCT
ajst-21756	107	19	entity	entity	NOUN
ajst-21756	107	20	-	-	PUNCT
ajst-21756	107	21	attribute	attribute	NOUN
ajst-21756	107	22	-	-	PUNCT
ajst-21756	107	23	attribute	attribute	NOUN
ajst-21756	107	24	-	-	PUNCT
ajst-21756	107	25	value	value	NOUN
ajst-21756	107	26	"	"	PUNCT
ajst-21756	107	27	,	,	PUNCT
ajst-21756	107	28	are	be	AUX
ajst-21756	107	29	commonly	commonly	ADV
ajst-21756	107	30	used	use	VERB
ajst-21756	107	31	to	to	PART
ajst-21756	107	32	organise	organise	VERB
ajst-21756	107	33	and	and	CCONJ
ajst-21756	107	34	represent	represent	VERB
ajst-21756	107	35	the	the	DET
ajst-21756	107	36	data	datum	NOUN
ajst-21756	107	37	efficiently	efficiently	ADV
ajst-21756	107	38	.	.	PUNCT
ajst-21756	108	1	however	however	ADV
ajst-21756	108	2	,	,	PUNCT
ajst-21756	108	3	for	for	ADP
ajst-21756	108	4	unstructured	unstructured	ADJ
ajst-21756	108	5	data	datum	NOUN
ajst-21756	108	6	,	,	PUNCT
ajst-21756	108	7	the	the	DET
ajst-21756	108	8	situation	situation	NOUN
ajst-21756	108	9	is	be	AUX
ajst-21756	108	10	relatively	relatively	ADV
ajst-21756	108	11	complex	complex	ADJ
ajst-21756	108	12	.	.	PUNCT
ajst-21756	109	1	in	in	ADP
ajst-21756	109	2	order	order	NOUN
ajst-21756	109	3	to	to	PART
ajst-21756	109	4	extract	extract	VERB
ajst-21756	109	5	valuable	valuable	ADJ
ajst-21756	109	6	entity	entity	NOUN
ajst-21756	109	7	information	information	NOUN
ajst-21756	109	8	from	from	ADP
ajst-21756	109	9	the	the	DET
ajst-21756	109	10	knowledge	knowledge	NOUN
ajst-21756	109	11	text	text	NOUN
ajst-21756	109	12	in	in	ADP
ajst-21756	109	13	the	the	DET
ajst-21756	109	14	news	news	NOUN
ajst-21756	109	15	domain	domain	NOUN
ajst-21756	109	16	,	,	PUNCT
ajst-21756	109	17	this	this	DET
ajst-21756	109	18	paper	paper	NOUN
ajst-21756	109	19	utilises	utilise	VERB
ajst-21756	109	20	the	the	DET
ajst-21756	109	21	albert	albert	PROPN
ajst-21756	109	22	pre	pre	ADJ
ajst-21756	109	23	-	-	ADJ
ajst-21756	109	24	training	training	ADJ
ajst-21756	109	25	model	model	NOUN
ajst-21756	109	26	to	to	PART
ajst-21756	109	27	dynamically	dynamically	VERB
ajst-21756	109	28	weight	weight	NOUN
ajst-21756	109	29	and	and	CCONJ
ajst-21756	109	30	fuse	fuse	VERB
ajst-21756	109	31	the	the	DET
ajst-21756	109	32	textual	textual	ADJ
ajst-21756	109	33	representations	representation	NOUN
ajst-21756	109	34	output	output	NOUN
ajst-21756	109	35	from	from	ADP
ajst-21756	109	36	each	each	DET
ajst-21756	109	37	layer	layer	NOUN
ajst-21756	109	38	of	of	ADP
ajst-21756	109	39	its	its	PRON
ajst-21756	109	40	encoder	encoder	NOUN
ajst-21756	109	41	,	,	PUNCT
ajst-21756	109	42	and	and	CCONJ
ajst-21756	109	43	then	then	ADV
ajst-21756	109	44	adopts	adopt	VERB
ajst-21756	109	45	the	the	DET
ajst-21756	109	46	bilstm	bilstm	NOUN
ajst-21756	109	47	-	-	PUNCT
ajst-21756	109	48	crf	crf	NOUN
ajst-21756	109	49	model	model	NOUN
ajst-21756	109	50	with	with	ADP
ajst-21756	109	51	the	the	DET
ajst-21756	109	52	addition	addition	NOUN
ajst-21756	109	53	of	of	ADP
ajst-21756	109	54	an	an	DET
ajst-21756	109	55	attention	attention	NOUN
ajst-21756	109	56	mechanism	mechanism	NOUN
ajst-21756	109	57	as	as	ADP
ajst-21756	109	58	a	a	DET
ajst-21756	109	59	downstream	downstream	ADJ
ajst-21756	109	60	task	task	NOUN
ajst-21756	109	61	model	model	NOUN
ajst-21756	109	62	,	,	PUNCT
ajst-21756	109	63	which	which	PRON
ajst-21756	109	64	focuses	focus	VERB
ajst-21756	109	65	the	the	DET
ajst-21756	109	66	limited	limited	ADJ
ajst-21756	109	67	information	information	NOUN
ajst-21756	109	68	processing	processing	NOUN
ajst-21756	109	69	power	power	NOUN
ajst-21756	109	70	on	on	ADP
ajst-21756	109	71	the	the	DET
ajst-21756	109	72	effective	effective	ADJ
ajst-21756	109	73	entity	entity	NOUN
ajst-21756	109	74	information	information	NOUN
ajst-21756	109	75	,	,	PUNCT
ajst-21756	109	76	as	as	SCONJ
ajst-21756	109	77	compared	compare	VERB
ajst-21756	109	78	to	to	ADP
ajst-21756	109	79	the	the	DET
ajst-21756	109	80	existing	exist	VERB
ajst-21756	109	81	models	model	NOUN
ajst-21756	109	82	,	,	PUNCT
ajst-21756	109	83	and	and	CCONJ
ajst-21756	109	84	it	it	PRON
ajst-21756	109	85	effectively	effectively	ADV
ajst-21756	109	86	solves	solve	VERB
ajst-21756	109	87	the	the	DET
ajst-21756	109	88	problems	problem	NOUN
ajst-21756	109	89	of	of	ADP
ajst-21756	109	90	multiple	multiple	ADJ
ajst-21756	109	91	meanings	meaning	NOUN
ajst-21756	109	92	of	of	ADP
ajst-21756	109	93	words	word	NOUN
ajst-21756	109	94	and	and	CCONJ
ajst-21756	109	95	the	the	DET
ajst-21756	109	96	cost	cost	NOUN
ajst-21756	109	97	of	of	ADP
ajst-21756	109	98	training	training	NOUN
ajst-21756	109	99	time	time	NOUN
ajst-21756	109	100	,	,	PUNCT
ajst-21756	109	101	and	and	CCONJ
ajst-21756	109	102	is	be	AUX
ajst-21756	109	103	able	able	ADJ
ajst-21756	109	104	to	to	PART
ajst-21756	109	105	accurately	accurately	ADV
ajst-21756	109	106	identify	identify	VERB
ajst-21756	109	107	eight	eight	NUM
ajst-21756	109	108	types	type	NOUN
ajst-21756	109	109	of	of	ADP
ajst-21756	109	110	entities	entity	NOUN
ajst-21756	109	111	such	such	ADJ
ajst-21756	109	112	as	as	ADP
ajst-21756	109	113	people	people	NOUN
ajst-21756	109	114	,	,	PUNCT
ajst-21756	109	115	countries	country	NOUN
ajst-21756	109	116	,	,	PUNCT
ajst-21756	109	117	organisations	organisation	NOUN
ajst-21756	109	118	,	,	PUNCT
ajst-21756	109	119	events	event	NOUN
ajst-21756	109	120	,	,	PUNCT
ajst-21756	109	121	time	time	NOUN
ajst-21756	109	122	,	,	PUNCT
ajst-21756	109	123	etc	etc	X
ajst-21756	109	124	.	.	X
ajst-21756	110	1	in	in	ADP
ajst-21756	110	2	the	the	DET
ajst-21756	110	3	text	text	NOUN
ajst-21756	110	4	.	.	PUNCT
ajst-21756	111	1	through	through	ADP
ajst-21756	111	2	this	this	DET
ajst-21756	111	3	technique	technique	NOUN
ajst-21756	111	4	,	,	PUNCT
ajst-21756	111	5	structured	structured	ADJ
ajst-21756	111	6	information	information	NOUN
ajst-21756	111	7	can	can	AUX
ajst-21756	111	8	be	be	AUX
ajst-21756	111	9	effectively	effectively	ADV
ajst-21756	111	10	extracted	extract	VERB
ajst-21756	111	11	from	from	ADP
ajst-21756	111	12	unstructured	unstructured	ADJ
ajst-21756	111	13	data	datum	NOUN
ajst-21756	111	14	,	,	PUNCT
ajst-21756	111	15	which	which	PRON
ajst-21756	111	16	provides	provide	VERB
ajst-21756	111	17	strong	strong	ADJ
ajst-21756	111	18	support	support	NOUN
ajst-21756	111	19	for	for	ADP
ajst-21756	111	20	constructing	construct	VERB
ajst-21756	111	21	a	a	DET
ajst-21756	111	22	knowledge	knowledge	NOUN
ajst-21756	111	23	graph	graph	NOUN
ajst-21756	111	24	in	in	ADP
ajst-21756	111	25	the	the	DET
ajst-21756	111	26	field	field	NOUN
ajst-21756	111	27	of	of	ADP
ajst-21756	111	28	news	news	NOUN
ajst-21756	111	29	.	.	PUNCT
ajst-21756	112	1	after	after	ADP
ajst-21756	112	2	completing	complete	VERB
ajst-21756	112	3	the	the	DET
ajst-21756	112	4	entity	entity	NOUN
ajst-21756	112	5	extraction	extraction	NOUN
ajst-21756	112	6	of	of	ADP
ajst-21756	112	7	knowledge	knowledge	NOUN
ajst-21756	112	8	in	in	ADP
ajst-21756	112	9	the	the	DET
ajst-21756	112	10	news	news	NOUN
ajst-21756	112	11	domain	domain	NOUN
ajst-21756	112	12	,	,	PUNCT
ajst-21756	112	13	the	the	DET
ajst-21756	112	14	next	next	ADJ
ajst-21756	112	15	crucial	crucial	ADJ
ajst-21756	112	16	step	step	NOUN
ajst-21756	112	17	is	be	AUX
ajst-21756	112	18	to	to	PART
ajst-21756	112	19	establish	establish	VERB
ajst-21756	112	20	the	the	DET
ajst-21756	112	21	semantic	semantic	ADJ
ajst-21756	112	22	relationships	relationship	NOUN
ajst-21756	112	23	between	between	ADP
ajst-21756	112	24	entities	entity	NOUN
ajst-21756	112	25	within	within	ADP
ajst-21756	112	26	the	the	DET
ajst-21756	112	27	news	news	NOUN
ajst-21756	112	28	domain	domain	NOUN
ajst-21756	112	29	.	.	PUNCT
ajst-21756	113	1	in	in	ADP
ajst-21756	113	2	the	the	DET
ajst-21756	113	3	news	news	NOUN
ajst-21756	113	4	domain	domain	NOUN
ajst-21756	113	5	,	,	PUNCT
ajst-21756	113	6	the	the	DET
ajst-21756	113	7	rule	rule	NOUN
ajst-21756	113	8	-	-	PUNCT
ajst-21756	113	9	based	base	VERB
ajst-21756	113	10	approach	approach	NOUN
ajst-21756	113	11	tends	tend	VERB
ajst-21756	113	12	to	to	PART
ajst-21756	113	13	achieve	achieve	VERB
ajst-21756	113	14	better	well	ADJ
ajst-21756	113	15	results	result	NOUN
ajst-21756	113	16	because	because	SCONJ
ajst-21756	113	17	the	the	DET
ajst-21756	113	18	text	text	NOUN
ajst-21756	113	19	structure	structure	NOUN
ajst-21756	113	20	is	be	AUX
ajst-21756	113	21	relatively	relatively	ADV
ajst-21756	113	22	standardised	standardised	ADJ
ajst-21756	113	23	and	and	CCONJ
ajst-21756	113	24	the	the	DET
ajst-21756	113	25	relationship	relationship	NOUN
ajst-21756	113	26	between	between	ADP
ajst-21756	113	27	events	event	NOUN
ajst-21756	113	28	and	and	CCONJ
ajst-21756	113	29	entities	entity	NOUN
ajst-21756	113	30	is	be	AUX
ajst-21756	113	31	clearer	clear	ADJ
ajst-21756	113	32	.	.	PUNCT
ajst-21756	114	1	specifically	specifically	ADV
ajst-21756	114	2	,	,	PUNCT
ajst-21756	114	3	after	after	SCONJ
ajst-21756	114	4	the	the	DET
ajst-21756	114	5	entities	entity	NOUN
ajst-21756	114	6	were	be	AUX
ajst-21756	114	7	identified	identify	VERB
ajst-21756	114	8	,	,	PUNCT
ajst-21756	114	9	the	the	DET
ajst-21756	114	10	categories	category	NOUN
ajst-21756	114	11	to	to	PART
ajst-21756	114	12	which	which	PRON
ajst-21756	114	13	they	they	PRON
ajst-21756	114	14	belonged	belong	VERB
ajst-21756	114	15	were	be	AUX
ajst-21756	114	16	further	far	ADV
ajst-21756	114	17	identified	identify	VERB
ajst-21756	114	18	and	and	CCONJ
ajst-21756	114	19	the	the	DET
ajst-21756	114	20	relationships	relationship	NOUN
ajst-21756	114	21	between	between	ADP
ajst-21756	114	22	them	they	PRON
ajst-21756	114	23	were	be	AUX
ajst-21756	114	24	categorised	categorise	VERB
ajst-21756	114	25	on	on	ADP
ajst-21756	114	26	the	the	DET
ajst-21756	114	27	basis	basis	NOUN
ajst-21756	114	28	of	of	ADP
ajst-21756	114	29	these	these	DET
ajst-21756	114	30	categories	category	NOUN
ajst-21756	114	31	.	.	PUNCT
ajst-21756	115	1	in	in	ADP
ajst-21756	115	2	this	this	DET
ajst-21756	115	3	way	way	NOUN
ajst-21756	115	4	,	,	PUNCT
ajst-21756	115	5	it	it	PRON
ajst-21756	115	6	was	be	AUX
ajst-21756	115	7	possible	possible	ADJ
ajst-21756	115	8	to	to	PART
ajst-21756	115	9	clearly	clearly	ADV
ajst-21756	115	10	define	define	VERB
ajst-21756	115	11	what	what	PRON
ajst-21756	115	12	types	type	NOUN
ajst-21756	115	13	of	of	ADP
ajst-21756	115	14	relationships	relationship	NOUN
ajst-21756	115	15	existed	exist	VERB
ajst-21756	115	16	between	between	ADP
ajst-21756	115	17	entities	entity	NOUN
ajst-21756	115	18	.	.	PUNCT
ajst-21756	116	1	this	this	DET
ajst-21756	116	2	approach	approach	NOUN
ajst-21756	116	3	not	not	PART
ajst-21756	116	4	only	only	ADV
ajst-21756	116	5	improves	improve	VERB
ajst-21756	116	6	the	the	DET
ajst-21756	116	7	accuracy	accuracy	NOUN
ajst-21756	116	8	of	of	ADP
ajst-21756	116	9	relationship	relationship	NOUN
ajst-21756	116	10	extraction	extraction	NOUN
ajst-21756	116	11	,	,	PUNCT
ajst-21756	116	12	but	but	CCONJ
ajst-21756	116	13	also	also	ADV
ajst-21756	116	14	provides	provide	VERB
ajst-21756	116	15	strong	strong	ADJ
ajst-21756	116	16	support	support	NOUN
ajst-21756	116	17	for	for	ADP
ajst-21756	116	18	the	the	DET
ajst-21756	116	19	subsequent	subsequent	ADJ
ajst-21756	116	20	construction	construction	NOUN
ajst-21756	116	21	of	of	ADP
ajst-21756	116	22	the	the	DET
ajst-21756	116	23	knowledge	knowledge	NOUN
ajst-21756	116	24	graph	graph	NOUN
ajst-21756	116	25	.	.	PUNCT
ajst-21756	117	1	4.4	4.4	NUM
ajst-21756	117	2	.	.	PUNCT
ajst-21756	118	1	knowledge	knowledge	NOUN
ajst-21756	118	2	integration	integration	NOUN
ajst-21756	118	3	in	in	ADP
ajst-21756	118	4	previous	previous	ADJ
ajst-21756	118	5	work	work	NOUN
ajst-21756	118	6	,	,	PUNCT
ajst-21756	118	7	a	a	DET
ajst-21756	118	8	large	large	ADJ
ajst-21756	118	9	amount	amount	NOUN
ajst-21756	118	10	of	of	ADP
ajst-21756	118	11	data	datum	NOUN
ajst-21756	118	12	on	on	ADP
ajst-21756	118	13	entities	entity	NOUN
ajst-21756	118	14	and	and	CCONJ
ajst-21756	118	15	their	their	PRON
ajst-21756	118	16	relationships	relationship	NOUN
ajst-21756	118	17	within	within	ADP
ajst-21756	118	18	the	the	DET
ajst-21756	118	19	news	news	NOUN
ajst-21756	118	20	domain	domain	NOUN
ajst-21756	118	21	has	have	AUX
ajst-21756	118	22	been	be	AUX
ajst-21756	118	23	successfully	successfully	ADV
ajst-21756	118	24	acquired	acquire	VERB
ajst-21756	118	25	.	.	PUNCT
ajst-21756	119	1	however	however	ADV
ajst-21756	119	2	,	,	PUNCT
ajst-21756	119	3	these	these	DET
ajst-21756	119	4	data	datum	NOUN
ajst-21756	119	5	inevitably	inevitably	ADV
ajst-21756	119	6	contain	contain	VERB
ajst-21756	119	7	some	some	DET
ajst-21756	119	8	redundant	redundant	ADJ
ajst-21756	119	9	items	item	NOUN
ajst-21756	119	10	,	,	PUNCT
ajst-21756	119	11	which	which	PRON
ajst-21756	119	12	need	need	VERB
ajst-21756	119	13	to	to	PART
ajst-21756	119	14	be	be	AUX
ajst-21756	119	15	removed	remove	VERB
ajst-21756	119	16	and	and	CCONJ
ajst-21756	119	17	processed	process	VERB
ajst-21756	119	18	in	in	ADP
ajst-21756	119	19	order	order	NOUN
ajst-21756	119	20	to	to	PART
ajst-21756	119	21	ensure	ensure	VERB
ajst-21756	119	22	the	the	DET
ajst-21756	119	23	accuracy	accuracy	NOUN
ajst-21756	119	24	and	and	CCONJ
ajst-21756	119	25	efficiency	efficiency	NOUN
ajst-21756	119	26	of	of	ADP
ajst-21756	119	27	the	the	DET
ajst-21756	119	28	data	datum	NOUN
ajst-21756	119	29	.	.	PUNCT
ajst-21756	120	1	at	at	ADP
ajst-21756	120	2	the	the	DET
ajst-21756	120	3	same	same	ADJ
ajst-21756	120	4	time	time	NOUN
ajst-21756	120	5	,	,	PUNCT
ajst-21756	120	6	there	there	PRON
ajst-21756	120	7	are	be	VERB
ajst-21756	120	8	a	a	DET
ajst-21756	120	9	large	large	ADJ
ajst-21756	120	10	number	number	NOUN
ajst-21756	120	11	of	of	ADP
ajst-21756	120	12	heterogeneous	heterogeneous	ADJ
ajst-21756	120	13	situations	situation	NOUN
ajst-21756	120	14	in	in	ADP
ajst-21756	120	15	the	the	DET
ajst-21756	120	16	mapping	mapping	NOUN
ajst-21756	120	17	,	,	PUNCT
ajst-21756	120	18	and	and	CCONJ
ajst-21756	120	19	these	these	DET
ajst-21756	120	20	problems	problem	NOUN
ajst-21756	120	21	lead	lead	VERB
ajst-21756	120	22	to	to	ADP
ajst-21756	120	23	ineffective	ineffective	ADJ
ajst-21756	120	24	interaction	interaction	NOUN
ajst-21756	120	25	and	and	CCONJ
ajst-21756	120	26	integration	integration	NOUN
ajst-21756	120	27	of	of	ADP
ajst-21756	120	28	information	information	NOUN
ajst-21756	120	29	between	between	ADP
ajst-21756	120	30	different	different	ADJ
ajst-21756	120	31	entities	entity	NOUN
ajst-21756	120	32	or	or	CCONJ
ajst-21756	120	33	concepts	concept	NOUN
ajst-21756	120	34	.	.	PUNCT
ajst-21756	121	1	for	for	ADP
ajst-21756	121	2	example	example	NOUN
ajst-21756	121	3	,	,	PUNCT
ajst-21756	121	4	"	"	PUNCT
ajst-21756	121	5	peking	peking	NOUN
ajst-21756	121	6	university	university	NOUN
ajst-21756	121	7	"	"	PUNCT
ajst-21756	121	8	is	be	AUX
ajst-21756	121	9	referred	refer	VERB
ajst-21756	121	10	to	to	ADP
ajst-21756	121	11	as	as	ADP
ajst-21756	121	12	"	"	PUNCT
ajst-21756	121	13	peking	peking	NOUN
ajst-21756	121	14	university	university	NOUN
ajst-21756	121	15	"	"	PUNCT
ajst-21756	121	16	,	,	PUNCT
ajst-21756	121	17	and	and	CCONJ
ajst-21756	121	18	"	"	PUNCT
ajst-21756	121	19	people	people	NOUN
ajst-21756	121	20	's	's	PART
ajst-21756	121	21	bank	bank	PROPN
ajst-21756	121	22	of	of	ADP
ajst-21756	121	23	china	china	PROPN
ajst-21756	121	24	"	"	PUNCT
ajst-21756	121	25	is	be	AUX
ajst-21756	121	26	referred	refer	VERB
ajst-21756	121	27	to	to	ADP
ajst-21756	121	28	as	as	ADP
ajst-21756	121	29	"	"	PUNCT
ajst-21756	121	30	central	central	ADJ
ajst-21756	121	31	bank	bank	NOUN
ajst-21756	121	32	"	"	PUNCT
ajst-21756	121	33	.	.	PUNCT
ajst-21756	122	1	the	the	DET
ajst-21756	122	2	complexity	complexity	NOUN
ajst-21756	122	3	and	and	CCONJ
ajst-21756	122	4	diversity	diversity	NOUN
ajst-21756	122	5	of	of	ADP
ajst-21756	122	6	news	news	NOUN
ajst-21756	122	7	texts	text	NOUN
ajst-21756	122	8	often	often	ADV
ajst-21756	122	9	lead	lead	VERB
ajst-21756	122	10	to	to	ADP
ajst-21756	122	11	inconsistency	inconsistency	NOUN
ajst-21756	122	12	in	in	ADP
ajst-21756	122	13	entity	entity	NOUN
ajst-21756	122	14	designation	designation	NOUN
ajst-21756	122	15	,	,	PUNCT
ajst-21756	122	16	which	which	PRON
ajst-21756	122	17	in	in	ADP
ajst-21756	122	18	turn	turn	NOUN
ajst-21756	122	19	affects	affect	VERB
ajst-21756	122	20	the	the	DET
ajst-21756	122	21	overall	overall	ADJ
ajst-21756	122	22	quality	quality	NOUN
ajst-21756	122	23	of	of	ADP
ajst-21756	122	24	the	the	DET
ajst-21756	122	25	mapping	mapping	NOUN
ajst-21756	122	26	.	.	PUNCT
ajst-21756	123	1	multiple	multiple	ADJ
ajst-21756	123	2	lexical	lexical	ADJ
ajst-21756	123	3	representations	representation	NOUN
ajst-21756	123	4	need	need	VERB
ajst-21756	123	5	to	to	PART
ajst-21756	123	6	be	be	AUX
ajst-21756	123	7	mapped	map	VERB
ajst-21756	123	8	to	to	ADP
ajst-21756	123	9	the	the	DET
ajst-21756	123	10	same	same	ADJ
ajst-21756	123	11	entity	entity	NOUN
ajst-21756	123	12	to	to	PART
ajst-21756	123	13	ensure	ensure	VERB
ajst-21756	123	14	that	that	SCONJ
ajst-21756	123	15	they	they	PRON
ajst-21756	123	16	refer	refer	VERB
ajst-21756	123	17	to	to	ADP
ajst-21756	123	18	the	the	DET
ajst-21756	123	19	same	same	ADJ
ajst-21756	123	20	entity	entity	NOUN
ajst-21756	123	21	.	.	PUNCT
ajst-21756	124	1	by	by	ADP
ajst-21756	124	2	analysing	analyse	VERB
ajst-21756	124	3	the	the	DET
ajst-21756	124	4	redundant	redundant	ADJ
ajst-21756	124	5	data	datum	NOUN
ajst-21756	124	6	,	,	PUNCT
ajst-21756	124	7	it	it	PRON
ajst-21756	124	8	can	can	AUX
ajst-21756	124	9	be	be	AUX
ajst-21756	124	10	found	find	VERB
ajst-21756	124	11	that	that	SCONJ
ajst-21756	124	12	the	the	DET
ajst-21756	124	13	text	text	NOUN
ajst-21756	124	14	of	of	ADP
ajst-21756	124	15	some	some	DET
ajst-21756	124	16	synonymous	synonymous	ADJ
ajst-21756	124	17	entities	entity	NOUN
ajst-21756	124	18	is	be	AUX
ajst-21756	124	19	similar	similar	ADJ
ajst-21756	124	20	,	,	PUNCT
ajst-21756	124	21	and	and	CCONJ
ajst-21756	124	22	entity	entity	NOUN
ajst-21756	124	23	alignment	alignment	NOUN
ajst-21756	124	24	can	can	AUX
ajst-21756	124	25	be	be	AUX
ajst-21756	124	26	performed	perform	VERB
ajst-21756	124	27	by	by	ADP
ajst-21756	124	28	calculating	calculate	VERB
ajst-21756	124	29	the	the	DET
ajst-21756	124	30	proportion	proportion	NOUN
ajst-21756	124	31	of	of	ADP
ajst-21756	124	32	the	the	DET
ajst-21756	124	33	same	same	ADJ
ajst-21756	124	34	characters	character	NOUN
ajst-21756	124	35	in	in	ADP
ajst-21756	124	36	the	the	DET
ajst-21756	124	37	entity	entity	NOUN
ajst-21756	124	38	's	's	PART
ajst-21756	124	39	character	character	NOUN
ajst-21756	124	40	sequence	sequence	NOUN
ajst-21756	124	41	.	.	PUNCT
ajst-21756	125	1	for	for	ADP
ajst-21756	125	2	example	example	NOUN
ajst-21756	125	3	,	,	PUNCT
ajst-21756	125	4	"	"	PUNCT
ajst-21756	125	5	general	general	ADJ
ajst-21756	125	6	office	office	NOUN
ajst-21756	125	7	of	of	ADP
ajst-21756	125	8	the	the	DET
ajst-21756	125	9	central	central	ADJ
ajst-21756	125	10	committee	committee	NOUN
ajst-21756	125	11	of	of	ADP
ajst-21756	125	12	the	the	DET
ajst-21756	125	13	communist	communist	PROPN
ajst-21756	125	14	party	party	PROPN
ajst-21756	125	15	of	of	ADP
ajst-21756	125	16	china	china	PROPN
ajst-21756	125	17	"	"	PUNCT
ajst-21756	125	18	and	and	CCONJ
ajst-21756	125	19	"	"	PUNCT
ajst-21756	125	20	general	general	ADJ
ajst-21756	125	21	office	office	NOUN
ajst-21756	125	22	of	of	ADP
ajst-21756	125	23	the	the	DET
ajst-21756	125	24	central	central	ADJ
ajst-21756	125	25	committee	committee	NOUN
ajst-21756	125	26	"	"	PUNCT
ajst-21756	125	27	point	point	NOUN
ajst-21756	125	28	to	to	ADP
ajst-21756	125	29	the	the	DET
ajst-21756	125	30	same	same	ADJ
ajst-21756	125	31	entity	entity	NOUN
ajst-21756	125	32	,	,	PUNCT
ajst-21756	125	33	and	and	CCONJ
ajst-21756	125	34	only	only	ADV
ajst-21756	125	35	two	two	NUM
ajst-21756	125	36	characters	character	NOUN
ajst-21756	125	37	are	be	AUX
ajst-21756	125	38	different	different	ADJ
ajst-21756	125	39	between	between	ADP
ajst-21756	125	40	them	they	PRON
ajst-21756	125	41	,	,	PUNCT
ajst-21756	125	42	so	so	ADV
ajst-21756	125	43	the	the	DET
ajst-21756	125	44	dice	dice	NOUN
ajst-21756	125	45	coefficient	coefficient	NOUN
ajst-21756	125	46	is	be	AUX
ajst-21756	125	47	used	use	VERB
ajst-21756	125	48	to	to	PART
ajst-21756	125	49	calculate	calculate	VERB
ajst-21756	125	50	the	the	DET
ajst-21756	125	51	textual	textual	ADJ
ajst-21756	125	52	similarity	similarity	NOUN
ajst-21756	125	53	between	between	ADP
ajst-21756	125	54	entities	entity	NOUN
ajst-21756	125	55	,	,	PUNCT
ajst-21756	125	56	as	as	SCONJ
ajst-21756	125	57	shown	show	VERB
ajst-21756	125	58	in	in	ADP
ajst-21756	125	59	equation	equation	NOUN
ajst-21756	125	60	(	(	PUNCT
ajst-21756	125	61	1	1	NUM
ajst-21756	125	62	)	)	PUNCT
ajst-21756	125	63	.	.	PUNCT
ajst-21756	126	1	2	2	NUM
ajst-21756	126	2	(	(	PUNCT
ajst-21756	126	3	,	,	PUNCT
ajst-21756	126	4	)	)	PUNCT
ajst-21756	126	5	dice	dice	VERB
ajst-21756	126	6	a	a	DET
ajst-21756	126	7	b	b	NOUN
ajst-21756	126	8	sim	sim	NOUN
ajst-21756	126	9	a	a	DET
ajst-21756	126	10	b	b	NOUN
ajst-21756	126	11	a	a	DET
ajst-21756	126	12	b	b	PROPN
ajst-21756	126	13			PUNCT
ajst-21756	126	14			NOUN
ajst-21756	126	15			PUNCT
ajst-21756	126	16	(	(	PUNCT
ajst-21756	126	17	1	1	X
ajst-21756	126	18	)	)	PUNCT
ajst-21756	126	19	where	where	SCONJ
ajst-21756	126	20	|	|	ADV
ajst-21756	126	21	|	|	ADV
ajst-21756	126	22	|	|	ADV
ajst-21756	126	23	|a	|a	VERB
ajst-21756	126	24	b	b	X
ajst-21756	126	25	represents	represent	VERB
ajst-21756	126	26	the	the	DET
ajst-21756	126	27	intersection	intersection	NOUN
ajst-21756	126	28	between	between	ADP
ajst-21756	126	29	a	a	PRON
ajst-21756	126	30	and	and	CCONJ
ajst-21756	126	31	b	b	NOUN
ajst-21756	126	32	which	which	PRON
ajst-21756	126	33	is	be	AUX
ajst-21756	126	34	the	the	DET
ajst-21756	126	35	number	number	NOUN
ajst-21756	126	36	of	of	ADP
ajst-21756	126	37	characters	character	NOUN
ajst-21756	126	38	that	that	PRON
ajst-21756	126	39	are	be	AUX
ajst-21756	126	40	the	the	DET
ajst-21756	126	41	same	same	ADJ
ajst-21756	126	42	between	between	ADP
ajst-21756	126	43	the	the	DET
ajst-21756	126	44	two	two	NUM
ajst-21756	126	45	entities	entity	NOUN
ajst-21756	126	46	,	,	PUNCT
ajst-21756	126	47	and	and	CCONJ
ajst-21756	126	48	|	|	ADV
ajst-21756	126	49	|a	|a	NOUN
ajst-21756	126	50	and	and	CCONJ
ajst-21756	126	51	|	|	ADV
ajst-21756	126	52	|b	|b	ADJ
ajst-21756	126	53	represent	represent	VERB
ajst-21756	126	54	the	the	DET
ajst-21756	126	55	number	number	NOUN
ajst-21756	126	56	of	of	ADP
ajst-21756	126	57	characters	character	NOUN
ajst-21756	126	58	corresponding	correspond	VERB
ajst-21756	126	59	to	to	ADP
ajst-21756	126	60	the	the	DET
ajst-21756	126	61	two	two	NUM
ajst-21756	126	62	entities	entity	NOUN
ajst-21756	126	63	a	a	DET
ajst-21756	126	64	,	,	PUNCT
ajst-21756	126	65	b	b	PROPN
ajst-21756	126	66	.	.	PUNCT
ajst-21756	127	1	considering	consider	VERB
ajst-21756	127	2	that	that	SCONJ
ajst-21756	127	3	the	the	DET
ajst-21756	127	4	denominator	denominator	NOUN
ajst-21756	127	5	covers	cover	VERB
ajst-21756	127	6	the	the	DET
ajst-21756	127	7	counts	count	NOUN
ajst-21756	127	8	of	of	ADP
ajst-21756	127	9	these	these	DET
ajst-21756	127	10	two	two	NUM
ajst-21756	127	11	characters	character	NOUN
ajst-21756	127	12	at	at	ADP
ajst-21756	127	13	the	the	DET
ajst-21756	127	14	same	same	ADJ
ajst-21756	127	15	time	time	NOUN
ajst-21756	127	16	,	,	PUNCT
ajst-21756	127	17	the	the	DET
ajst-21756	127	18	numerator	numerator	NOUN
ajst-21756	127	19	is	be	AUX
ajst-21756	127	20	doubled	double	VERB
ajst-21756	127	21	to	to	PART
ajst-21756	127	22	ensure	ensure	VERB
ajst-21756	127	23	the	the	DET
ajst-21756	127	24	balance	balance	NOUN
ajst-21756	127	25	.	.	PUNCT
ajst-21756	128	1	if	if	SCONJ
ajst-21756	128	2	the	the	DET
ajst-21756	128	3	result	result	NOUN
ajst-21756	128	4	is	be	AUX
ajst-21756	128	5	close	close	ADJ
ajst-21756	128	6	to	to	ADP
ajst-21756	128	7	1	1	NUM
ajst-21756	128	8	,	,	PUNCT
ajst-21756	128	9	it	it	PRON
ajst-21756	128	10	means	mean	VERB
ajst-21756	128	11	that	that	SCONJ
ajst-21756	128	12	the	the	DET
ajst-21756	128	13	textual	textual	ADJ
ajst-21756	128	14	features	feature	NOUN
ajst-21756	128	15	of	of	ADP
ajst-21756	128	16	the	the	DET
ajst-21756	128	17	two	two	NUM
ajst-21756	128	18	entities	entity	NOUN
ajst-21756	128	19	have	have	VERB
ajst-21756	128	20	a	a	DET
ajst-21756	128	21	high	high	ADJ
ajst-21756	128	22	degree	degree	NOUN
ajst-21756	128	23	of	of	ADP
ajst-21756	128	24	similarity	similarity	NOUN
ajst-21756	128	25	;	;	PUNCT
ajst-21756	128	26	on	on	ADP
ajst-21756	128	27	the	the	DET
ajst-21756	128	28	contrary	contrary	NOUN
ajst-21756	128	29	,	,	PUNCT
ajst-21756	128	30	if	if	SCONJ
ajst-21756	128	31	it	it	PRON
ajst-21756	128	32	is	be	AUX
ajst-21756	128	33	close	close	ADJ
ajst-21756	128	34	to	to	ADP
ajst-21756	128	35	0	0	NUM
ajst-21756	128	36	,	,	PUNCT
ajst-21756	128	37	it	it	PRON
ajst-21756	128	38	means	mean	VERB
ajst-21756	128	39	that	that	SCONJ
ajst-21756	128	40	the	the	DET
ajst-21756	128	41	textual	textual	ADJ
ajst-21756	128	42	features	feature	NOUN
ajst-21756	128	43	of	of	ADP
ajst-21756	128	44	the	the	DET
ajst-21756	128	45	two	two	NUM
ajst-21756	128	46	entities	entity	NOUN
ajst-21756	128	47	are	be	AUX
ajst-21756	128	48	more	more	ADV
ajst-21756	128	49	different	different	ADJ
ajst-21756	128	50	.	.	PUNCT
ajst-21756	129	1	in	in	ADP
ajst-21756	129	2	addition	addition	NOUN
ajst-21756	129	3	,	,	PUNCT
ajst-21756	129	4	although	although	SCONJ
ajst-21756	129	5	some	some	DET
ajst-21756	129	6	entity	entity	NOUN
ajst-21756	129	7	texts	text	NOUN
ajst-21756	129	8	may	may	AUX
ajst-21756	129	9	appear	appear	VERB
ajst-21756	129	10	similar	similar	ADJ
ajst-21756	129	11	,	,	PUNCT
ajst-21756	129	12	they	they	PRON
ajst-21756	129	13	do	do	AUX
ajst-21756	129	14	not	not	PART
ajst-21756	129	15	actually	actually	ADV
ajst-21756	129	16	point	point	VERB
ajst-21756	129	17	to	to	ADP
ajst-21756	129	18	the	the	DET
ajst-21756	129	19	same	same	ADJ
ajst-21756	129	20	entity	entity	NOUN
ajst-21756	129	21	.	.	PUNCT
ajst-21756	130	1	if	if	SCONJ
ajst-21756	130	2	the	the	DET
ajst-21756	130	3	aforementioned	aforementioned	ADJ
ajst-21756	130	4	method	method	NOUN
ajst-21756	130	5	is	be	AUX
ajst-21756	130	6	used	use	VERB
ajst-21756	130	7	for	for	ADP
ajst-21756	130	8	calculation	calculation	NOUN
ajst-21756	130	9	,	,	PUNCT
ajst-21756	130	10	it	it	PRON
ajst-21756	130	11	may	may	AUX
ajst-21756	130	12	trigger	trigger	VERB
ajst-21756	130	13	an	an	DET
ajst-21756	130	14	entity	entity	NOUN
ajst-21756	130	15	alignment	alignment	NOUN
ajst-21756	130	16	error	error	NOUN
ajst-21756	130	17	.	.	PUNCT
ajst-21756	131	1	for	for	ADP
ajst-21756	131	2	example	example	NOUN
ajst-21756	131	3	,	,	PUNCT
ajst-21756	131	4	for	for	ADP
ajst-21756	131	5	the	the	DET
ajst-21756	131	6	entities	entity	NOUN
ajst-21756	131	7	"	"	PUNCT
ajst-21756	131	8	19th	19th	ADJ
ajst-21756	131	9	national	national	ADJ
ajst-21756	131	10	congress	congress	PROPN
ajst-21756	131	11	of	of	ADP
ajst-21756	131	12	the	the	DET
ajst-21756	131	13	communist	communist	PROPN
ajst-21756	131	14	party	party	PROPN
ajst-21756	131	15	of	of	ADP
ajst-21756	131	16	china	china	PROPN
ajst-21756	131	17	"	"	PUNCT
ajst-21756	131	18	and	and	CCONJ
ajst-21756	131	19	"	"	PUNCT
ajst-21756	131	20	18th	18th	ADJ
ajst-21756	131	21	national	national	ADJ
ajst-21756	131	22	congress	congress	PROPN
ajst-21756	131	23	of	of	ADP
ajst-21756	131	24	the	the	DET
ajst-21756	131	25	communist	communist	PROPN
ajst-21756	131	26	party	party	PROPN
ajst-21756	131	27	of	of	ADP
ajst-21756	131	28	china	china	PROPN
ajst-21756	131	29	"	"	PUNCT
ajst-21756	131	30	,	,	PUNCT
ajst-21756	131	31	although	although	SCONJ
ajst-21756	131	32	their	their	PRON
ajst-21756	131	33	textual	textual	ADJ
ajst-21756	131	34	similarities	similarity	NOUN
ajst-21756	131	35	are	be	AUX
ajst-21756	131	36	very	very	ADV
ajst-21756	131	37	high	high	ADJ
ajst-21756	131	38	,	,	PUNCT
ajst-21756	131	39	they	they	PRON
ajst-21756	131	40	do	do	AUX
ajst-21756	131	41	not	not	PART
ajst-21756	131	42	point	point	VERB
ajst-21756	131	43	to	to	ADP
ajst-21756	131	44	the	the	DET
ajst-21756	131	45	same	same	ADJ
ajst-21756	131	46	entity	entity	NOUN
ajst-21756	131	47	.	.	PUNCT
ajst-21756	132	1	therefore	therefore	ADV
ajst-21756	132	2	,	,	PUNCT
ajst-21756	132	3	the	the	DET
ajst-21756	132	4	cosine	cosine	NOUN
ajst-21756	132	5	similarity	similarity	NOUN
ajst-21756	132	6	is	be	AUX
ajst-21756	132	7	used	use	VERB
ajst-21756	132	8	to	to	PART
ajst-21756	132	9	determine	determine	VERB
ajst-21756	132	10	the	the	DET
ajst-21756	132	11	distance	distance	NOUN
ajst-21756	132	12	between	between	ADP
ajst-21756	132	13	the	the	DET
ajst-21756	132	14	word	word	NOUN
ajst-21756	132	15	vectors	vector	NOUN
ajst-21756	132	16	of	of	ADP
ajst-21756	132	17	entities	entity	NOUN
ajst-21756	132	18	,	,	PUNCT
ajst-21756	132	19	as	as	SCONJ
ajst-21756	132	20	shown	show	VERB
ajst-21756	132	21	in	in	ADP
ajst-21756	132	22	equation	equation	NOUN
ajst-21756	132	23	(	(	PUNCT
ajst-21756	132	24	2	2	NUM
ajst-21756	132	25	)	)	PUNCT
ajst-21756	132	26	.	.	PUNCT
ajst-21756	133	1	1	1	NUM
ajst-21756	133	2	cos	cos	NOUN
ajst-21756	133	3	2	2	NUM
ajst-21756	133	4	2	2	NUM
ajst-21756	133	5	1	1	NUM
ajst-21756	133	6	1	1	NUM
ajst-21756	133	7	(	(	PUNCT
ajst-21756	133	8	,	,	PUNCT
ajst-21756	133	9	)	)	PUNCT
ajst-21756	134	1	n	n	CCONJ
ajst-21756	134	2	i	i	PRON
ajst-21756	135	1	i	i	PRON
ajst-21756	135	2	i	i	VERB
ajst-21756	135	3	n	n	VERB
ajst-21756	135	4	n	n	NOUN
ajst-21756	136	1	i	i	PRON
ajst-21756	136	2	i	i	PRON
ajst-21756	137	1	i	i	PRON
ajst-21756	137	2	i	i	PRON
ajst-21756	138	1	a	a	DET
ajst-21756	138	2	b	b	NOUN
ajst-21756	138	3	sim	sim	NOUN
ajst-21756	138	4	a	a	DET
ajst-21756	138	5	b	b	NOUN
ajst-21756	138	6	a	a	DET
ajst-21756	138	7	b	b	NOUN
ajst-21756	138	8			NOUN
ajst-21756	139	1			NOUN
ajst-21756	140	1			PROPN
ajst-21756	140	2			NOUN
ajst-21756	141	1			NUM
ajst-21756	141	2			PROPN
ajst-21756	141	3			X
ajst-21756	141	4			X
ajst-21756	141	5			X
ajst-21756	141	6	(	(	PUNCT
ajst-21756	141	7	2	2	X
ajst-21756	141	8	)	)	PUNCT
ajst-21756	141	9	where	where	SCONJ
ajst-21756	141	10	a	a	PRON
ajst-21756	141	11	and	and	CCONJ
ajst-21756	141	12	b	b	NOUN
ajst-21756	141	13	refer	refer	NOUN
ajst-21756	141	14	to	to	ADP
ajst-21756	141	15	the	the	DET
ajst-21756	141	16	corresponding	corresponding	ADJ
ajst-21756	141	17	word	word	NOUN
ajst-21756	141	18	vectors	vector	NOUN
ajst-21756	141	19	of	of	ADP
ajst-21756	141	20	the	the	DET
ajst-21756	141	21	two	two	NUM
ajst-21756	141	22	entities	entity	NOUN
ajst-21756	141	23	,	,	PUNCT
ajst-21756	141	24	and	and	CCONJ
ajst-21756	141	25	ia	ia	PROPN
ajst-21756	141	26	and	and	CCONJ
ajst-21756	141	27	ib	ib	PRON
ajst-21756	141	28	refer	refer	VERB
ajst-21756	141	29	to	to	ADP
ajst-21756	141	30	the	the	DET
ajst-21756	141	31	elements	element	NOUN
ajst-21756	141	32	in	in	ADP
ajst-21756	141	33	the	the	DET
ajst-21756	141	34	word	word	NOUN
ajst-21756	141	35	vectors	vector	NOUN
ajst-21756	141	36	of	of	ADP
ajst-21756	141	37	the	the	DET
ajst-21756	141	38	respective	respective	ADJ
ajst-21756	141	39	entities	entity	NOUN
ajst-21756	141	40	,	,	PUNCT
ajst-21756	141	41	the	the	DET
ajst-21756	141	42	63	63	NUM
ajst-21756	141	43	larger	large	ADJ
ajst-21756	141	44	the	the	DET
ajst-21756	141	45	value	value	NOUN
ajst-21756	141	46	of	of	ADP
ajst-21756	141	47	the	the	DET
ajst-21756	141	48	publicity	publicity	NOUN
ajst-21756	141	49	,	,	PUNCT
ajst-21756	141	50	the	the	PRON
ajst-21756	141	51	higher	high	ADJ
ajst-21756	141	52	the	the	DET
ajst-21756	141	53	semantic	semantic	ADJ
ajst-21756	141	54	similarity	similarity	NOUN
ajst-21756	141	55	between	between	ADP
ajst-21756	141	56	the	the	DET
ajst-21756	141	57	entities	entity	NOUN
ajst-21756	141	58	.	.	PUNCT
ajst-21756	142	1	to	to	PART
ajst-21756	142	2	address	address	VERB
ajst-21756	142	3	the	the	DET
ajst-21756	142	4	advantages	advantage	NOUN
ajst-21756	142	5	of	of	ADP
ajst-21756	142	6	the	the	DET
ajst-21756	142	7	two	two	NUM
ajst-21756	142	8	proposed	propose	VERB
ajst-21756	142	9	similarity	similarity	NOUN
ajst-21756	142	10	calculation	calculation	NOUN
ajst-21756	142	11	methods	method	NOUN
ajst-21756	142	12	,	,	PUNCT
ajst-21756	142	13	a	a	DET
ajst-21756	142	14	comprehensive	comprehensive	ADJ
ajst-21756	142	15	similarity	similarity	NOUN
ajst-21756	142	16	value	value	NOUN
ajst-21756	142	17	is	be	AUX
ajst-21756	142	18	obtained	obtain	VERB
ajst-21756	142	19	by	by	ADP
ajst-21756	142	20	assigning	assign	VERB
ajst-21756	142	21	appropriate	appropriate	ADJ
ajst-21756	142	22	weights	weight	NOUN
ajst-21756	142	23	to	to	ADP
ajst-21756	142	24	each	each	DET
ajst-21756	142	25	method	method	NOUN
ajst-21756	142	26	.	.	PUNCT
ajst-21756	143	1	this	this	DET
ajst-21756	143	2	method	method	NOUN
ajst-21756	143	3	can	can	AUX
ajst-21756	143	4	more	more	ADV
ajst-21756	143	5	accurately	accurately	ADV
ajst-21756	143	6	judge	judge	VERB
ajst-21756	143	7	whether	whether	SCONJ
ajst-21756	143	8	the	the	DET
ajst-21756	143	9	entities	entity	NOUN
ajst-21756	143	10	are	be	AUX
ajst-21756	143	11	similar	similar	ADJ
ajst-21756	143	12	or	or	CCONJ
ajst-21756	143	13	not	not	PART
ajst-21756	143	14	,	,	PUNCT
ajst-21756	143	15	and	and	CCONJ
ajst-21756	143	16	is	be	AUX
ajst-21756	143	17	more	more	ADJ
ajst-21756	143	18	in	in	ADP
ajst-21756	143	19	line	line	NOUN
ajst-21756	143	20	with	with	ADP
ajst-21756	143	21	the	the	DET
ajst-21756	143	22	needs	need	NOUN
ajst-21756	143	23	of	of	ADP
ajst-21756	143	24	the	the	DET
ajst-21756	143	25	actual	actual	ADJ
ajst-21756	143	26	task	task	NOUN
ajst-21756	143	27	,	,	PUNCT
ajst-21756	143	28	in	in	ADP
ajst-21756	143	29	which	which	PRON
ajst-21756	143	30	the	the	DET
ajst-21756	143	31	textual	textual	ADJ
ajst-21756	143	32	similarity	similarity	NOUN
ajst-21756	143	33	accounts	account	VERB
ajst-21756	143	34	for	for	ADP
ajst-21756	143	35	0.4	0.4	NUM
ajst-21756	143	36	and	and	CCONJ
ajst-21756	143	37	the	the	DET
ajst-21756	143	38	semantic	semantic	ADJ
ajst-21756	143	39	similarity	similarity	NOUN
ajst-21756	143	40	accounts	account	VERB
ajst-21756	143	41	for	for	ADP
ajst-21756	143	42	0.6	0.6	NUM
ajst-21756	143	43	.	.	PUNCT
ajst-21756	144	1	the	the	DET
ajst-21756	144	2	specific	specific	ADJ
ajst-21756	144	3	calculation	calculation	NOUN
ajst-21756	144	4	is	be	AUX
ajst-21756	144	5	shown	show	VERB
ajst-21756	144	6	in	in	ADP
ajst-21756	144	7	equation	equation	NOUN
ajst-21756	144	8	(	(	PUNCT
ajst-21756	144	9	3	3	NUM
ajst-21756	144	10	)	)	PUNCT
ajst-21756	144	11	.	.	PUNCT
ajst-21756	145	1	(	(	PUNCT
ajst-21756	145	2	,	,	PUNCT
ajst-21756	145	3	)	)	PUNCT
ajst-21756	145	4	0.4	0.4	NUM
ajst-21756	145	5	(	(	PUNCT
ajst-21756	145	6	,	,	PUNCT
ajst-21756	145	7	)	)	PUNCT
ajst-21756	145	8	0.6	0.6	NUM
ajst-21756	145	9	(	(	PUNCT
ajst-21756	145	10	,	,	PUNCT
ajst-21756	145	11	)	)	PUNCT
ajst-21756	145	12	dice	dice	NOUN
ajst-21756	145	13	cossim	cossim	VERB
ajst-21756	145	14	a	a	DET
ajst-21756	145	15	b	b	NOUN
ajst-21756	145	16	sim	sim	NOUN
ajst-21756	145	17	a	a	DET
ajst-21756	145	18	b	b	NOUN
ajst-21756	145	19	sim	sim	NOUN
ajst-21756	145	20	a	a	DET
ajst-21756	145	21	b	b	NOUN
ajst-21756	145	22			PROPN
ajst-21756	145	23			ADJ
ajst-21756	145	24			PROPN
ajst-21756	145	25	(	(	PUNCT
ajst-21756	145	26	3	3	NUM
ajst-21756	145	27	)	)	PUNCT
ajst-21756	145	28	4.5	4.5	NUM
ajst-21756	145	29	.	.	PUNCT
ajst-21756	146	1	knowledge	knowledge	NOUN
ajst-21756	146	2	storage	storage	NOUN
ajst-21756	146	3	and	and	CCONJ
ajst-21756	146	4	visualisation	visualisation	NOUN
ajst-21756	146	5	neo4j	neo4j	PROPN
ajst-21756	146	6	is	be	AUX
ajst-21756	146	7	a	a	DET
ajst-21756	146	8	powerful	powerful	ADJ
ajst-21756	146	9	graphical	graphical	ADJ
ajst-21756	146	10	database	database	NOUN
ajst-21756	146	11	with	with	ADP
ajst-21756	146	12	a	a	DET
ajst-21756	146	13	browser	browser	NOUN
ajst-21756	146	14	module	module	NOUN
ajst-21756	146	15	called	call	VERB
ajst-21756	146	16	"	"	PUNCT
ajst-21756	146	17	open	open	ADJ
ajst-21756	146	18	browser	browser	NOUN
ajst-21756	146	19	"	"	PUNCT
ajst-21756	146	20	that	that	PRON
ajst-21756	146	21	allows	allow	VERB
ajst-21756	146	22	users	user	NOUN
ajst-21756	146	23	to	to	PART
ajst-21756	146	24	interact	interact	VERB
ajst-21756	146	25	with	with	ADP
ajst-21756	146	26	the	the	DET
ajst-21756	146	27	database	database	NOUN
ajst-21756	146	28	intuitively	intuitively	ADV
ajst-21756	146	29	.	.	PUNCT
ajst-21756	147	1	as	as	ADP
ajst-21756	147	2	a	a	DET
ajst-21756	147	3	disk	disk	NOUN
ajst-21756	147	4	-	-	PUNCT
ajst-21756	147	5	based	base	VERB
ajst-21756	147	6	embedded	embed	VERB
ajst-21756	147	7	persistence	persistence	NOUN
ajst-21756	147	8	engine	engine	NOUN
ajst-21756	147	9	,	,	PUNCT
ajst-21756	147	10	it	it	PRON
ajst-21756	147	11	stores	store	VERB
ajst-21756	147	12	large	large	ADJ
ajst-21756	147	13	amounts	amount	NOUN
ajst-21756	147	14	of	of	ADP
ajst-21756	147	15	structured	structured	ADJ
ajst-21756	147	16	data	datum	NOUN
ajst-21756	147	17	in	in	ADP
ajst-21756	147	18	an	an	DET
ajst-21756	147	19	intricate	intricate	ADJ
ajst-21756	147	20	network	network	NOUN
ajst-21756	147	21	,	,	PUNCT
ajst-21756	147	22	a	a	DET
ajst-21756	147	23	unique	unique	ADJ
ajst-21756	147	24	way	way	NOUN
ajst-21756	147	25	of	of	ADP
ajst-21756	147	26	storing	store	VERB
ajst-21756	147	27	data	datum	NOUN
ajst-21756	147	28	that	that	PRON
ajst-21756	147	29	makes	make	VERB
ajst-21756	147	30	it	it	PRON
ajst-21756	147	31	excellent	excellent	ADJ
ajst-21756	147	32	at	at	ADP
ajst-21756	147	33	handling	handle	VERB
ajst-21756	147	34	relational	relational	ADJ
ajst-21756	147	35	data	datum	NOUN
ajst-21756	147	36	.	.	PUNCT
ajst-21756	148	1	in	in	ADP
ajst-21756	148	2	addition	addition	NOUN
ajst-21756	148	3	,	,	PUNCT
ajst-21756	148	4	the	the	DET
ajst-21756	148	5	relationship	relationship	NOUN
ajst-21756	148	6	between	between	ADP
ajst-21756	148	7	neo4j	neo4j	PROPN
ajst-21756	148	8	nodes	node	NOUN
ajst-21756	148	9	can	can	AUX
ajst-21756	148	10	be	be	AUX
ajst-21756	148	11	established	establish	VERB
ajst-21756	148	12	directly	directly	ADV
ajst-21756	148	13	,	,	PUNCT
ajst-21756	148	14	without	without	ADP
ajst-21756	148	15	additional	additional	ADJ
ajst-21756	148	16	connection	connection	NOUN
ajst-21756	148	17	or	or	CCONJ
ajst-21756	148	18	indexing	indexing	NOUN
ajst-21756	148	19	process	process	NOUN
ajst-21756	148	20	.	.	PUNCT
ajst-21756	149	1	meanwhile	meanwhile	ADV
ajst-21756	149	2	,	,	PUNCT
ajst-21756	149	3	it	it	PRON
ajst-21756	149	4	supports	support	VERB
ajst-21756	149	5	multiple	multiple	ADJ
ajst-21756	149	6	programming	programming	NOUN
ajst-21756	149	7	languages	language	NOUN
ajst-21756	149	8	,	,	PUNCT
ajst-21756	149	9	such	such	ADJ
ajst-21756	149	10	as	as	ADP
ajst-21756	149	11	java	java	PROPN
ajst-21756	149	12	,	,	PUNCT
ajst-21756	149	13	python	python	PROPN
ajst-21756	149	14	,	,	PUNCT
ajst-21756	149	15	etc	etc	X
ajst-21756	149	16	.	.	X
ajst-21756	149	17	,	,	PUNCT
ajst-21756	149	18	which	which	PRON
ajst-21756	149	19	further	far	ADV
ajst-21756	149	20	enhances	enhance	VERB
ajst-21756	149	21	flexibility	flexibility	NOUN
ajst-21756	149	22	and	and	CCONJ
ajst-21756	149	23	scalability	scalability	NOUN
ajst-21756	149	24	.	.	PUNCT
ajst-21756	150	1	table	table	NOUN
ajst-21756	150	2	3	3	NUM
ajst-21756	150	3	shows	show	VERB
ajst-21756	150	4	the	the	DET
ajst-21756	150	5	cypher	cypher	ADJ
ajst-21756	150	6	statement	statement	NOUN
ajst-21756	150	7	operation	operation	NOUN
ajst-21756	150	8	of	of	ADP
ajst-21756	150	9	neo4j	neo4j	PROPN
ajst-21756	150	10	.	.	PROPN
ajst-21756	150	11	table	table	NOUN
ajst-21756	150	12	3	3	NUM
ajst-21756	150	13	.	.	PUNCT
ajst-21756	151	1	neo4j	neo4j	PROPN
ajst-21756	151	2	operation	operation	NOUN
ajst-21756	151	3	statements	statement	NOUN
ajst-21756	151	4	operation	operation	NOUN
ajst-21756	151	5	cypher	cypher	ADJ
ajst-21756	151	6	statement	statement	NOUN
ajst-21756	151	7	creating	create	VERB
ajst-21756	151	8	nodes	node	NOUN
ajst-21756	151	9	create	create	VERB
ajst-21756	151	10	(	(	PUNCT
ajst-21756	151	11	n	n	CCONJ
ajst-21756	151	12	{	{	PUNCT
ajst-21756	151	13	name:"zhangsan	name:"zhangsan	NOUN
ajst-21756	151	14	"	"	PUNCT
ajst-21756	151	15	}	}	PUNCT
ajst-21756	151	16	)	)	PUNCT
ajst-21756	151	17	creating	create	VERB
ajst-21756	151	18	relationships	relationship	NOUN
ajst-21756	151	19	match	match	NOUN
ajst-21756	151	20	(	(	PUNCT
ajst-21756	151	21	a	a	DET
ajst-21756	151	22	:	:	PUNCT
ajst-21756	151	23	test),(b	test),(b	NOUN
ajst-21756	151	24	:	:	PUNCT
ajst-21756	151	25	test	test	NOUN
ajst-21756	151	26	)	)	PUNCT
ajst-21756	151	27	where	where	SCONJ
ajst-21756	151	28	a.name	a.name	NOUN
ajst-21756	151	29	=	=	SYM
ajst-21756	151	30	'	'	PUNCT
ajst-21756	151	31	test	test	NOUN
ajst-21756	151	32	-	-	PUNCT
ajst-21756	151	33	name	name	NOUN
ajst-21756	151	34	'	'	PUNCT
ajst-21756	151	35	and	and	CCONJ
ajst-21756	151	36	b.name	b.name	ADJ
ajst-21756	151	37	=	=	SYM
ajst-21756	151	38	'	'	PUNCT
ajst-21756	151	39	test	test	NOUN
ajst-21756	151	40	-	-	PUNCT
ajst-21756	151	41	name1	name1	NOUN
ajst-21756	151	42	'	'	PUNCT
ajst-21756	151	43	create	create	NOUN
ajst-21756	151	44	(	(	PUNCT
ajst-21756	151	45	a)-[r	a)-[r	NOUN
ajst-21756	151	46	:	:	PUNCT
ajst-21756	151	47	reltype]->(b	reltype]->(b	PROPN
ajst-21756	151	48	)	)	PUNCT
ajst-21756	151	49	return	return	NOUN
ajst-21756	151	50	r	r	NOUN
ajst-21756	151	51	delete	delete	ADJ
ajst-21756	151	52	nodes	node	NOUN
ajst-21756	151	53	and	and	CCONJ
ajst-21756	151	54	their	their	PRON
ajst-21756	151	55	relationships	relationship	NOUN
ajst-21756	151	56	match	match	NOUN
ajst-21756	151	57	(	(	PUNCT
ajst-21756	151	58	n	n	CCONJ
ajst-21756	151	59	:	:	PUNCT
ajst-21756	151	60	label	label	NOUN
ajst-21756	151	61	{	{	PUNCT
ajst-21756	151	62	property	property	NOUN
ajst-21756	151	63	:	:	PUNCT
ajst-21756	151	64	'	'	PUNCT
ajst-21756	151	65	value	value	NOUN
ajst-21756	151	66	'	'	PUNCT
ajst-21756	151	67	}	}	PUNCT
ajst-21756	151	68	)	)	PUNCT
ajst-21756	151	69	detach	detach	VERB
ajst-21756	151	70	delete	delete	NOUN
ajst-21756	152	1	n	n	ADP
ajst-21756	152	2	adding	add	VERB
ajst-21756	152	3	node	node	ADJ
ajst-21756	152	4	image	image	NOUN
ajst-21756	152	5	properties	property	NOUN
ajst-21756	152	6	match	match	VERB
ajst-21756	152	7	(	(	PUNCT
ajst-21756	152	8	p	p	X
ajst-21756	152	9	:	:	PUNCT
ajst-21756	152	10	person	person	NOUN
ajst-21756	152	11	{	{	PUNCT
ajst-21756	152	12	name	name	NOUN
ajst-21756	152	13	:	:	PUNCT
ajst-21756	152	14	'	'	PUNCT
ajst-21756	152	15	john	john	PROPN
ajst-21756	152	16	doe	doe	PROPN
ajst-21756	152	17	'	'	PUNCT
ajst-21756	152	18	}	}	PUNCT
ajst-21756	152	19	)	)	PUNCT
ajst-21756	152	20	set	set	VERB
ajst-21756	152	21	p.image_url	p.image_url	ADJ
ajst-21756	152	22	=	=	SYM
ajst-21756	152	23	'	'	PUNCT
ajst-21756	152	24	https://example.com/image.jpg	https://example.com/image.jpg	NOUN
ajst-21756	152	25	'	'	PUNCT
ajst-21756	152	26	once	once	SCONJ
ajst-21756	152	27	the	the	DET
ajst-21756	152	28	knowledge	knowledge	NOUN
ajst-21756	152	29	storage	storage	NOUN
ajst-21756	152	30	is	be	AUX
ajst-21756	152	31	completed	complete	VERB
ajst-21756	152	32	,	,	PUNCT
ajst-21756	152	33	the	the	DET
ajst-21756	152	34	graphical	graphical	ADJ
ajst-21756	152	35	data	datum	NOUN
ajst-21756	152	36	stored	store	VERB
ajst-21756	152	37	in	in	ADP
ajst-21756	152	38	the	the	DET
ajst-21756	152	39	neo4j	neo4j	PROPN
ajst-21756	152	40	database	database	NOUN
ajst-21756	152	41	can	can	AUX
ajst-21756	152	42	be	be	AUX
ajst-21756	152	43	viewed	view	VERB
ajst-21756	152	44	and	and	CCONJ
ajst-21756	152	45	managed	manage	VERB
ajst-21756	152	46	visually	visually	ADV
ajst-21756	152	47	by	by	ADP
ajst-21756	152	48	visiting	visit	VERB
ajst-21756	152	49	the	the	DET
ajst-21756	152	50	url	url	NOUN
ajst-21756	152	51	"	"	PUNCT
ajst-21756	152	52	http://localhost:7474/	http://localhost:7474/	PROPN
ajst-21756	152	53	"	"	PUNCT
ajst-21756	152	54	.	.	PUNCT
ajst-21756	153	1	as	as	SCONJ
ajst-21756	153	2	shown	show	VERB
ajst-21756	153	3	in	in	ADP
ajst-21756	153	4	figure	figure	NOUN
ajst-21756	153	5	5	5	NUM
ajst-21756	153	6	,	,	PUNCT
ajst-21756	153	7	the	the	DET
ajst-21756	153	8	visualisation	visualisation	NOUN
ajst-21756	153	9	of	of	ADP
ajst-21756	153	10	part	part	NOUN
ajst-21756	153	11	of	of	ADP
ajst-21756	153	12	the	the	DET
ajst-21756	153	13	news	news	NOUN
ajst-21756	153	14	knowledge	knowledge	NOUN
ajst-21756	153	15	graph	graph	NOUN
ajst-21756	153	16	is	be	AUX
ajst-21756	153	17	implemented	implement	VERB
ajst-21756	153	18	.	.	PUNCT
ajst-21756	154	1	circular	circular	ADJ
ajst-21756	154	2	nodes	node	NOUN
ajst-21756	154	3	are	be	AUX
ajst-21756	154	4	presented	present	VERB
ajst-21756	154	5	in	in	ADP
ajst-21756	154	6	different	different	ADJ
ajst-21756	154	7	colors	color	NOUN
ajst-21756	154	8	to	to	PART
ajst-21756	154	9	identify	identify	VERB
ajst-21756	154	10	different	different	ADJ
ajst-21756	154	11	types	type	NOUN
ajst-21756	154	12	of	of	ADP
ajst-21756	154	13	entities	entity	NOUN
ajst-21756	154	14	.	.	PUNCT
ajst-21756	155	1	these	these	DET
ajst-21756	155	2	entity	entity	NOUN
ajst-21756	155	3	nodes	node	NOUN
ajst-21756	155	4	are	be	AUX
ajst-21756	155	5	closely	closely	ADV
ajst-21756	155	6	connected	connect	VERB
ajst-21756	155	7	to	to	ADP
ajst-21756	155	8	each	each	DET
ajst-21756	155	9	other	other	ADJ
ajst-21756	155	10	by	by	ADP
ajst-21756	155	11	edges	edge	NOUN
ajst-21756	155	12	,	,	PUNCT
ajst-21756	155	13	which	which	PRON
ajst-21756	155	14	clearly	clearly	ADV
ajst-21756	155	15	shows	show	VERB
ajst-21756	155	16	the	the	DET
ajst-21756	155	17	association	association	NOUN
ajst-21756	155	18	and	and	CCONJ
ajst-21756	155	19	connection	connection	NOUN
ajst-21756	155	20	between	between	ADP
ajst-21756	155	21	them	they	PRON
ajst-21756	155	22	.	.	PUNCT
ajst-21756	156	1	figure	figure	VERB
ajst-21756	156	2	5	5	NUM
ajst-21756	156	3	.	.	PUNCT
ajst-21756	156	4	news	news	NOUN
ajst-21756	156	5	knowledge	knowledge	NOUN
ajst-21756	156	6	graph	graph	VERB
ajst-21756	156	7	the	the	DET
ajst-21756	156	8	image	image	NOUN
ajst-21756	156	9	information	information	NOUN
ajst-21756	156	10	related	relate	VERB
ajst-21756	156	11	to	to	ADP
ajst-21756	156	12	the	the	DET
ajst-21756	156	13	news	news	NOUN
ajst-21756	156	14	is	be	AUX
ajst-21756	156	15	taken	take	VERB
ajst-21756	156	16	as	as	ADP
ajst-21756	156	17	a	a	DET
ajst-21756	156	18	specific	specific	ADJ
ajst-21756	156	19	attribute	attribute	NOUN
ajst-21756	156	20	and	and	CCONJ
ajst-21756	156	21	applied	apply	VERB
ajst-21756	156	22	to	to	ADP
ajst-21756	156	23	the	the	DET
ajst-21756	156	24	corresponding	correspond	VERB
ajst-21756	156	25	entity	entity	NOUN
ajst-21756	156	26	using	use	VERB
ajst-21756	156	27	the	the	DET
ajst-21756	156	28	entity	entity	NOUN
ajst-21756	156	29	image	image	NOUN
ajst-21756	156	30	attribute	attribute	NOUN
ajst-21756	156	31	triad	triad	VERB
ajst-21756	156	32	<	<	NOUN
ajst-21756	156	33	entity	entity	NOUN
ajst-21756	156	34	,	,	PUNCT
ajst-21756	156	35	image_url	image_url	PROPN
ajst-21756	156	36	,	,	PUNCT
ajst-21756	156	37	image	image	NOUN
ajst-21756	156	38	url	url	PROPN
ajst-21756	156	39	>	>	X
ajst-21756	156	40	to	to	PART
ajst-21756	156	41	achieve	achieve	VERB
ajst-21756	156	42	the	the	DET
ajst-21756	156	43	supplementation	supplementation	NOUN
ajst-21756	156	44	and	and	CCONJ
ajst-21756	156	45	extension	extension	NOUN
ajst-21756	156	46	of	of	ADP
ajst-21756	156	47	its	its	PRON
ajst-21756	156	48	information	information	NOUN
ajst-21756	156	49	.	.	PUNCT
ajst-21756	157	1	as	as	SCONJ
ajst-21756	157	2	shown	show	VERB
ajst-21756	157	3	in	in	ADP
ajst-21756	157	4	figure	figure	NOUN
ajst-21756	157	5	6	6	NUM
ajst-21756	157	6	,	,	PUNCT
ajst-21756	157	7	this	this	DET
ajst-21756	157	8	expression	expression	NOUN
ajst-21756	157	9	not	not	PART
ajst-21756	157	10	only	only	ADV
ajst-21756	157	11	enriches	enrich	VERB
ajst-21756	157	12	the	the	DET
ajst-21756	157	13	display	display	NOUN
ajst-21756	157	14	form	form	NOUN
ajst-21756	157	15	of	of	ADP
ajst-21756	157	16	the	the	DET
ajst-21756	157	17	graph	graph	NOUN
ajst-21756	157	18	,	,	PUNCT
ajst-21756	157	19	but	but	CCONJ
ajst-21756	157	20	also	also	ADV
ajst-21756	157	21	enables	enable	VERB
ajst-21756	157	22	users	user	NOUN
ajst-21756	157	23	to	to	PART
ajst-21756	157	24	understand	understand	VERB
ajst-21756	157	25	the	the	DET
ajst-21756	157	26	news	news	NOUN
ajst-21756	157	27	content	content	NOUN
ajst-21756	157	28	more	more	ADV
ajst-21756	157	29	intuitively	intuitively	ADV
ajst-21756	157	30	and	and	CCONJ
ajst-21756	157	31	enhances	enhance	VERB
ajst-21756	157	32	the	the	DET
ajst-21756	157	33	user	user	NOUN
ajst-21756	157	34	experience	experience	NOUN
ajst-21756	157	35	.	.	PUNCT
ajst-21756	158	1	64	64	NUM
ajst-21756	158	2	figure	figure	NOUN
ajst-21756	158	3	6	6	NUM
ajst-21756	158	4	.	.	PUNCT
ajst-21756	158	5	picture	picture	NOUN
ajst-21756	158	6	property	property	NOUN
ajst-21756	158	7	storage	storage	NOUN
ajst-21756	158	8	5	5	NUM
ajst-21756	158	9	.	.	PUNCT
ajst-21756	158	10	conclusion	conclusion	NOUN
ajst-21756	158	11	in	in	ADP
ajst-21756	158	12	this	this	DET
ajst-21756	158	13	paper	paper	NOUN
ajst-21756	158	14	,	,	PUNCT
ajst-21756	158	15	on	on	ADP
ajst-21756	158	16	the	the	DET
ajst-21756	158	17	basis	basis	NOUN
ajst-21756	158	18	of	of	ADP
ajst-21756	158	19	fully	fully	ADV
ajst-21756	158	20	explaining	explain	VERB
ajst-21756	158	21	the	the	DET
ajst-21756	158	22	development	development	NOUN
ajst-21756	158	23	of	of	ADP
ajst-21756	158	24	knowledge	knowledge	NOUN
ajst-21756	158	25	graph	graph	NOUN
ajst-21756	158	26	,	,	PUNCT
ajst-21756	158	27	definition	definition	NOUN
ajst-21756	158	28	and	and	CCONJ
ajst-21756	158	29	its	its	PRON
ajst-21756	158	30	general	general	ADJ
ajst-21756	158	31	construction	construction	NOUN
ajst-21756	158	32	process	process	NOUN
ajst-21756	158	33	,	,	PUNCT
ajst-21756	158	34	we	we	PRON
ajst-21756	158	35	analyse	analyse	VERB
ajst-21756	158	36	the	the	DET
ajst-21756	158	37	special	special	ADJ
ajst-21756	158	38	characteristics	characteristic	NOUN
ajst-21756	158	39	of	of	ADP
ajst-21756	158	40	news	news	NOUN
ajst-21756	158	41	knowledge	knowledge	NOUN
ajst-21756	158	42	graph	graph	NOUN
ajst-21756	158	43	construction	construction	NOUN
ajst-21756	158	44	,	,	PUNCT
ajst-21756	158	45	and	and	CCONJ
ajst-21756	158	46	put	put	VERB
ajst-21756	158	47	forward	forward	ADV
ajst-21756	158	48	a	a	DET
ajst-21756	158	49	knowledge	knowledge	NOUN
ajst-21756	158	50	graph	graph	NOUN
ajst-21756	158	51	construction	construction	NOUN
ajst-21756	158	52	method	method	NOUN
ajst-21756	158	53	for	for	ADP
ajst-21756	158	54	the	the	DET
ajst-21756	158	55	news	news	NOUN
ajst-21756	158	56	domain	domain	NOUN
ajst-21756	158	57	,	,	PUNCT
ajst-21756	158	58	which	which	PRON
ajst-21756	158	59	first	first	ADV
ajst-21756	158	60	builds	build	VERB
ajst-21756	158	61	the	the	DET
ajst-21756	158	62	ontology	ontology	NOUN
ajst-21756	158	63	of	of	ADP
ajst-21756	158	64	the	the	DET
ajst-21756	158	65	news	news	NOUN
ajst-21756	158	66	domain	domain	NOUN
ajst-21756	158	67	,	,	PUNCT
ajst-21756	158	68	acquires	acquire	VERB
ajst-21756	158	69	high	high	ADJ
ajst-21756	158	70	-	-	PUNCT
ajst-21756	158	71	quality	quality	NOUN
ajst-21756	158	72	knowledge	knowledge	NOUN
ajst-21756	158	73	from	from	ADP
ajst-21756	158	74	news	news	NOUN
ajst-21756	158	75	websites	website	NOUN
ajst-21756	158	76	by	by	ADP
ajst-21756	158	77	using	use	VERB
ajst-21756	158	78	web	web	NOUN
ajst-21756	158	79	crawler	crawler	NOUN
ajst-21756	158	80	technology	technology	NOUN
ajst-21756	158	81	,	,	PUNCT
ajst-21756	158	82	then	then	ADV
ajst-21756	158	83	removes	remove	VERB
ajst-21756	158	84	redundant	redundant	ADJ
ajst-21756	158	85	knowledge	knowledge	NOUN
ajst-21756	158	86	through	through	ADP
ajst-21756	158	87	knowledge	knowledge	NOUN
ajst-21756	158	88	fusion	fusion	NOUN
ajst-21756	158	89	,	,	PUNCT
ajst-21756	158	90	and	and	CCONJ
ajst-21756	158	91	finally	finally	ADV
ajst-21756	158	92	stores	store	VERB
ajst-21756	158	93	the	the	DET
ajst-21756	158	94	obtained	obtain	VERB
ajst-21756	158	95	knowledge	knowledge	NOUN
ajst-21756	158	96	in	in	ADP
ajst-21756	158	97	the	the	DET
ajst-21756	158	98	form	form	NOUN
ajst-21756	158	99	of	of	ADP
ajst-21756	158	100	ternary	ternary	ADJ
ajst-21756	158	101	groups	group	NOUN
ajst-21756	158	102	.	.	PUNCT
ajst-21756	159	1	finally	finally	ADV
ajst-21756	159	2	,	,	PUNCT
ajst-21756	159	3	the	the	DET
ajst-21756	159	4	knowledge	knowledge	NOUN
ajst-21756	159	5	obtained	obtain	VERB
ajst-21756	159	6	is	be	AUX
ajst-21756	159	7	stored	store	VERB
ajst-21756	159	8	in	in	ADP
ajst-21756	159	9	the	the	DET
ajst-21756	159	10	neo4j	neo4j	PROPN
ajst-21756	159	11	graph	graph	NOUN
ajst-21756	159	12	database	database	NOUN
ajst-21756	159	13	to	to	PART
ajst-21756	159	14	form	form	VERB
ajst-21756	159	15	a	a	DET
ajst-21756	159	16	knowledge	knowledge	NOUN
ajst-21756	159	17	system	system	NOUN
ajst-21756	159	18	with	with	ADP
ajst-21756	159	19	a	a	DET
ajst-21756	159	20	mesh	mesh	NOUN
ajst-21756	159	21	structure	structure	NOUN
ajst-21756	159	22	.	.	PUNCT
ajst-21756	160	1	in	in	ADP
ajst-21756	160	2	the	the	DET
ajst-21756	160	3	future	future	NOUN
ajst-21756	160	4	,	,	PUNCT
ajst-21756	160	5	the	the	DET
ajst-21756	160	6	existing	exist	VERB
ajst-21756	160	7	knowledge	knowledge	NOUN
ajst-21756	160	8	graph	graph	NOUN
ajst-21756	160	9	will	will	AUX
ajst-21756	160	10	be	be	AUX
ajst-21756	160	11	further	far	ADV
ajst-21756	160	12	enriched	enrich	VERB
ajst-21756	160	13	and	and	CCONJ
ajst-21756	160	14	improved	improve	VERB
ajst-21756	160	15	by	by	ADP
ajst-21756	160	16	continuously	continuously	ADV
ajst-21756	160	17	refining	refine	VERB
ajst-21756	160	18	the	the	DET
ajst-21756	160	19	knowledge	knowledge	NOUN
ajst-21756	160	20	system	system	NOUN
ajst-21756	160	21	in	in	ADP
ajst-21756	160	22	the	the	DET
ajst-21756	160	23	news	news	NOUN
ajst-21756	160	24	field	field	NOUN
ajst-21756	160	25	to	to	PART
ajst-21756	160	26	enhance	enhance	VERB
ajst-21756	160	27	its	its	PRON
ajst-21756	160	28	accuracy	accuracy	NOUN
ajst-21756	160	29	and	and	CCONJ
ajst-21756	160	30	completeness	completeness	NOUN
ajst-21756	160	31	.	.	PUNCT
ajst-21756	161	1	at	at	ADP
ajst-21756	161	2	the	the	DET
ajst-21756	161	3	same	same	ADJ
ajst-21756	161	4	time	time	NOUN
ajst-21756	161	5	,	,	PUNCT
ajst-21756	161	6	in	in	ADP
ajst-21756	161	7	the	the	DET
ajst-21756	161	8	process	process	NOUN
ajst-21756	161	9	of	of	ADP
ajst-21756	161	10	constructing	construct	VERB
ajst-21756	161	11	the	the	DET
ajst-21756	161	12	knowledge	knowledge	NOUN
ajst-21756	161	13	graph	graph	NOUN
ajst-21756	161	14	,	,	PUNCT
ajst-21756	161	15	information	information	NOUN
ajst-21756	161	16	from	from	ADP
ajst-21756	161	17	other	other	ADJ
ajst-21756	161	18	modalities	modality	NOUN
ajst-21756	161	19	such	such	ADJ
ajst-21756	161	20	as	as	ADP
ajst-21756	161	21	video	video	NOUN
ajst-21756	161	22	and	and	CCONJ
ajst-21756	161	23	voice	voice	NOUN
ajst-21756	161	24	can	can	AUX
ajst-21756	161	25	also	also	ADV
ajst-21756	161	26	be	be	AUX
ajst-21756	161	27	incorporated	incorporate	VERB
ajst-21756	161	28	to	to	PART
ajst-21756	161	29	enhance	enhance	VERB
ajst-21756	161	30	the	the	DET
ajst-21756	161	31	comprehensiveness	comprehensiveness	NOUN
ajst-21756	161	32	and	and	CCONJ
ajst-21756	161	33	usefulness	usefulness	NOUN
ajst-21756	161	34	of	of	ADP
ajst-21756	161	35	the	the	DET
ajst-21756	161	36	knowledge	knowledge	NOUN
ajst-21756	161	37	graph	graph	NOUN
ajst-21756	161	38	and	and	CCONJ
ajst-21756	161	39	provide	provide	VERB
ajst-21756	161	40	users	user	NOUN
ajst-21756	161	41	with	with	ADP
ajst-21756	161	42	more	more	ADV
ajst-21756	161	43	accurate	accurate	ADJ
ajst-21756	161	44	and	and	CCONJ
ajst-21756	161	45	comprehensive	comprehensive	ADJ
ajst-21756	161	46	news	news	NOUN
ajst-21756	161	47	knowledge	knowledge	NOUN
ajst-21756	161	48	services	service	NOUN
ajst-21756	161	49	.	.	PUNCT
ajst-21756	162	1	references	reference	NOUN
ajst-21756	162	2	[	[	X
ajst-21756	162	3	1	1	NUM
ajst-21756	162	4	]	]	X
ajst-21756	162	5	google	google	PROPN
ajst-21756	162	6	inside	inside	ADP
ajst-21756	162	7	search[eb	search[eb	PROPN
ajst-21756	162	8	/	/	SYM
ajst-21756	162	9	ol	ol	PROPN
ajst-21756	162	10	]	]	PUNCT
ajst-21756	162	11	.	.	PUNCT
ajst-21756	163	1	https://www.google.com/intl/es419/insidesearch/features/	https://www.google.com/intl/es419/insidesearch/features/	PROPN
ajst-21756	163	2	search	search	VERB
ajst-21756	163	3	/	/	SYM
ajst-21756	163	4	knowledge.html	knowledge.html	NOUN
ajst-21756	163	5	,	,	PUNCT
ajst-21756	163	6	[	[	X
ajst-21756	163	7	2016	2016	NUM
ajst-21756	163	8	-	-	SYM
ajst-21756	163	9	02	02	NUM
ajst-21756	163	10	-	-	SYM
ajst-21756	163	11	10	10	NUM
ajst-21756	163	12	]	]	PUNCT
ajst-21756	163	13	.	.	PUNCT
ajst-21756	164	1	[	[	X
ajst-21756	164	2	2	2	NUM
ajst-21756	164	3	]	]	PUNCT
ajst-21756	164	4	tamašauskaitė	tamašauskaitė	NOUN
ajst-21756	164	5	g	g	NOUN
ajst-21756	164	6	,	,	PUNCT
ajst-21756	164	7	groth	groth	PROPN
ajst-21756	164	8	p.	p.	NOUN
ajst-21756	164	9	defining	define	VERB
ajst-21756	164	10	a	a	DET
ajst-21756	164	11	knowledge	knowledge	NOUN
ajst-21756	164	12	graph	graph	NOUN
ajst-21756	164	13	development	development	NOUN
ajst-21756	164	14	process	process	NOUN
ajst-21756	164	15	through	through	ADP
ajst-21756	164	16	a	a	DET
ajst-21756	164	17	systematic	systematic	ADJ
ajst-21756	164	18	review[j	review[j	PROPN
ajst-21756	164	19	]	]	PUNCT
ajst-21756	164	20	.	.	PUNCT
ajst-21756	164	21	acm	acm	PROPN
ajst-21756	164	22	transactions	transaction	NOUN
ajst-21756	164	23	on	on	ADP
ajst-21756	164	24	software	software	NOUN
ajst-21756	164	25	engineering	engineering	NOUN
ajst-21756	164	26	and	and	CCONJ
ajst-21756	164	27	methodology	methodology	NOUN
ajst-21756	164	28	,	,	PUNCT
ajst-21756	164	29	2023	2023	NUM
ajst-21756	164	30	,	,	PUNCT
ajst-21756	164	31	32(1	32(1	NUM
ajst-21756	164	32	)	)	PUNCT
ajst-21756	164	33	,	,	PUNCT
ajst-21756	164	34	p.	p.	NOUN
ajst-21756	164	35	1	1	NUM
ajst-21756	164	36	-	-	SYM
ajst-21756	164	37	40	40	NUM
ajst-21756	164	38	.	.	PUNCT
ajst-21756	165	1	[	[	X
ajst-21756	165	2	3	3	X
ajst-21756	165	3	]	]	X
ajst-21756	165	4	ji	ji	PROPN
ajst-21756	165	5	s	s	PROPN
ajst-21756	165	6	,	,	PUNCT
ajst-21756	165	7	pan	pan	PROPN
ajst-21756	165	8	s	s	PROPN
ajst-21756	165	9	,	,	PUNCT
ajst-21756	165	10	cambria	cambria	PROPN
ajst-21756	165	11	e	e	PROPN
ajst-21756	165	12	,	,	PUNCT
ajst-21756	165	13	et	et	PROPN
ajst-21756	165	14	al	al	PROPN
ajst-21756	165	15	.	.	PUNCT
ajst-21756	166	1	a	a	DET
ajst-21756	166	2	survey	survey	NOUN
ajst-21756	166	3	on	on	ADP
ajst-21756	166	4	knowledge	knowledge	NOUN
ajst-21756	166	5	graphs	graph	NOUN
ajst-21756	166	6	:	:	PUNCT
ajst-21756	166	7	representation	representation	NOUN
ajst-21756	166	8	,	,	PUNCT
ajst-21756	166	9	acquisition	acquisition	NOUN
ajst-21756	166	10	,	,	PUNCT
ajst-21756	166	11	and	and	CCONJ
ajst-21756	166	12	applications[j	applications[j	PROPN
ajst-21756	166	13	]	]	PUNCT
ajst-21756	166	14	.	.	PUNCT
ajst-21756	167	1	ieee	ieee	NOUN
ajst-21756	167	2	transactions	transaction	NOUN
ajst-21756	167	3	on	on	ADP
ajst-21756	167	4	neural	neural	ADJ
ajst-21756	167	5	networks	network	NOUN
ajst-21756	167	6	and	and	CCONJ
ajst-21756	167	7	learning	learning	NOUN
ajst-21756	167	8	systems	system	NOUN
ajst-21756	167	9	,	,	PUNCT
ajst-21756	167	10	2022	2022	NUM
ajst-21756	167	11	,	,	PUNCT
ajst-21756	167	12	33(2	33(2	NUM
ajst-21756	167	13	)	)	PUNCT
ajst-21756	167	14	,	,	PUNCT
ajst-21756	168	1	p.	p.	NOUN
ajst-21756	168	2	494	494	NUM
ajst-21756	168	3	-	-	SYM
ajst-21756	168	4	514	514	NUM
ajst-21756	168	5	.	.	PUNCT
ajst-21756	169	1	[	[	X
ajst-21756	169	2	4	4	X
ajst-21756	169	3	]	]	X
ajst-21756	169	4	yang	yang	PROPN
ajst-21756	169	5	y	y	PROPN
ajst-21756	169	6	,	,	PUNCT
ajst-21756	169	7	li	li	PROPN
ajst-21756	169	8	y	y	PROPN
ajst-21756	169	9	,	,	PUNCT
ajst-21756	169	10	tung	tung	VERB
ajst-21756	169	11	a	a	DET
ajst-21756	169	12	k	k	PROPN
ajst-21756	169	13	h	h	PROPN
ajst-21756	169	14	.newslink	.newslink	NOUN
ajst-21756	169	15	:	:	PUNCT
ajst-21756	169	16	empowering	empower	VERB
ajst-21756	169	17	intuitive	intuitive	ADJ
ajst-21756	169	18	news	news	NOUN
ajst-21756	169	19	search	search	NOUN
ajst-21756	169	20	with	with	ADP
ajst-21756	169	21	knowledge	knowledge	NOUN
ajst-21756	169	22	graphs[c]//	graphs[c]//	PROPN
ajst-21756	169	23	proceedings	proceeding	NOUN
ajst-21756	169	24	of	of	ADP
ajst-21756	169	25	the	the	DET
ajst-21756	169	26	37th	37th	ADJ
ajst-21756	169	27	ieee	ieee	NOUN
ajst-21756	169	28	international	international	ADJ
ajst-21756	169	29	conference	conference	NOUN
ajst-21756	169	30	on	on	ADP
ajst-21756	169	31	data	datum	NOUN
ajst-21756	169	32	engineering	engineering	NOUN
ajst-21756	169	33	(	(	PUNCT
ajst-21756	169	34	ieee	ieee	NOUN
ajst-21756	169	35	icde),2021	icde),2021	PROPN
ajst-21756	169	36	,	,	PUNCT
ajst-21756	169	37	p.	p.	NOUN
ajst-21756	169	38	876	876	NUM
ajst-21756	169	39	-	-	SYM
ajst-21756	169	40	887	887	NUM
ajst-21756	169	41	.	.	PUNCT
ajst-21756	170	1	[	[	X
ajst-21756	170	2	5	5	NUM
ajst-21756	170	3	]	]	PUNCT
ajst-21756	170	4	wu	wu	PROPN
ajst-21756	170	5	t	t	PROPN
ajst-21756	170	6	,	,	PUNCT
ajst-21756	170	7	qi	qi	PROPN
ajst-21756	170	8	g	g	PROPN
ajst-21756	170	9	,	,	PUNCT
ajst-21756	170	10	li	li	PROPN
ajst-21756	170	11	c	c	PROPN
ajst-21756	170	12	,	,	PUNCT
ajst-21756	170	13	et	et	PROPN
ajst-21756	170	14	al	al	PROPN
ajst-21756	170	15	.	.	PUNCT
ajst-21756	171	1	a	a	DET
ajst-21756	171	2	survey	survey	NOUN
ajst-21756	171	3	of	of	ADP
ajst-21756	171	4	techniques	technique	NOUN
ajst-21756	171	5	for	for	ADP
ajst-21756	171	6	constructing	construct	VERB
ajst-21756	171	7	chinese	chinese	ADJ
ajst-21756	171	8	knowledge	knowledge	NOUN
ajst-21756	171	9	graphs	graph	NOUN
ajst-21756	171	10	and	and	CCONJ
ajst-21756	171	11	their	their	PRON
ajst-21756	171	12	applications[j	applications[j	NOUN
ajst-21756	171	13	]	]	PUNCT
ajst-21756	171	14	.	.	PUNCT
ajst-21756	172	1	sustainability	sustainability	NOUN
ajst-21756	172	2	,	,	PUNCT
ajst-21756	172	3	2018	2018	NUM
ajst-21756	172	4	,	,	PUNCT
ajst-21756	172	5	10(9	10(9	NUM
ajst-21756	172	6	):	):	PUNCT
ajst-21756	172	7	3245	3245	NUM
ajst-21756	172	8	.	.	PUNCT
ajst-21756	173	1	[	[	X
ajst-21756	173	2	6	6	NUM
ajst-21756	173	3	]	]	SYM
ajst-21756	173	4	li	li	PROPN
ajst-21756	173	5	j	j	PROPN
ajst-21756	173	6	,	,	PUNCT
ajst-21756	173	7	sun	sun	PROPN
ajst-21756	173	8	a	a	PRON
ajst-21756	173	9	,	,	PUNCT
ajst-21756	173	10	han	han	PROPN
ajst-21756	173	11	j	j	PROPN
ajst-21756	173	12	,	,	PUNCT
ajst-21756	173	13	et	et	PROPN
ajst-21756	173	14	al	al	PROPN
ajst-21756	173	15	.	.	PUNCT
ajst-21756	174	1	a	a	DET
ajst-21756	174	2	survey	survey	NOUN
ajst-21756	174	3	on	on	ADP
ajst-21756	174	4	deep	deep	ADJ
ajst-21756	174	5	learning	learning	NOUN
ajst-21756	174	6	for	for	ADP
ajst-21756	174	7	named	name	VERB
ajst-21756	174	8	entity	entity	NOUN
ajst-21756	174	9	recognition[j	recognition[j	NOUN
ajst-21756	174	10	]	]	PUNCT
ajst-21756	174	11	.	.	PUNCT
ajst-21756	175	1	ieee	ieee	NOUN
ajst-21756	175	2	transactions	transaction	NOUN
ajst-21756	175	3	on	on	ADP
ajst-21756	175	4	knowledge	knowledge	NOUN
ajst-21756	175	5	and	and	CCONJ
ajst-21756	175	6	data	datum	NOUN
ajst-21756	175	7	engineering	engineering	NOUN
ajst-21756	175	8	,	,	PUNCT
ajst-21756	175	9	2022	2022	NUM
ajst-21756	175	10	,	,	PUNCT
ajst-21756	175	11	34(1	34(1	NUM
ajst-21756	175	12	)	)	PUNCT
ajst-21756	175	13	,	,	PUNCT
ajst-21756	176	1	p.	p.	NOUN
ajst-21756	176	2	50	50	NUM
ajst-21756	176	3	-	-	SYM
ajst-21756	176	4	70	70	NUM
ajst-21756	176	5	.	.	PUNCT
ajst-21756	177	1	[	[	X
ajst-21756	177	2	7	7	NUM
ajst-21756	177	3	]	]	X
ajst-21756	177	4	miao	miao	NOUN
ajst-21756	177	5	r	r	NOUN
ajst-21756	177	6	,	,	PUNCT
ajst-21756	177	7	zhang	zhang	PROPN
ajst-21756	177	8	x	x	PROPN
ajst-21756	177	9	,	,	PUNCT
ajst-21756	177	10	yan	yan	PROPN
ajst-21756	177	11	hfa	hfa	PROPN
ajst-21756	177	12	,	,	PUNCT
ajst-21756	177	13	et	et	PROPN
ajst-21756	177	14	al	al	PROPN
ajst-21756	177	15	.	.	PUNCT
ajst-21756	177	16	dynamic	dynamic	ADJ
ajst-21756	177	17	financial	financial	ADJ
ajst-21756	177	18	knowledge	knowledge	NOUN
ajst-21756	177	19	graph	graph	NOUN
ajst-21756	177	20	based	base	VERB
ajst-21756	177	21	on	on	ADP
ajst-21756	177	22	reinforcement	reinforcement	NOUN
ajst-21756	177	23	learning	learning	NOUN
ajst-21756	177	24	and	and	CCONJ
ajst-21756	177	25	transfer	transfer	VERB
ajst-21756	177	26	learning[c]//	learning[c]//	ADJ
ajst-21756	177	27	proceedings	proceeding	NOUN
ajst-21756	177	28	of	of	ADP
ajst-21756	177	29	the	the	DET
ajst-21756	177	30	ieee	ieee	NOUN
ajst-21756	177	31	international	international	PROPN
ajst-21756	177	32	conference	conference	NOUN
ajst-21756	177	33	on	on	ADP
ajst-21756	177	34	big	big	ADJ
ajst-21756	177	35	data	datum	NOUN
ajst-21756	177	36	,	,	PUNCT
ajst-21756	177	37	2019	2019	NUM
ajst-21756	177	38	,	,	PUNCT
ajst-21756	177	39	p.	p.	NOUN
ajst-21756	177	40	5370	5370	NUM
ajst-21756	177	41	-	-	SYM
ajst-21756	177	42	5378	5378	NUM
ajst-21756	177	43	.	.	PUNCT
ajst-21756	178	1	[	[	X
ajst-21756	178	2	8	8	NUM
ajst-21756	178	3	]	]	X
ajst-21756	178	4	li	li	PROPN
ajst-21756	178	5	l	l	PROPN
ajst-21756	178	6	,	,	PUNCT
ajst-21756	178	7	wang	wang	PROPN
ajst-21756	178	8	p	p	PROPN
ajst-21756	178	9	,	,	PUNCT
ajst-21756	178	10	yan	yan	PROPN
ajst-21756	178	11	j	j	PROPN
ajst-21756	178	12	,	,	PUNCT
ajst-21756	178	13	et	et	PROPN
ajst-21756	178	14	al	al	PROPN
ajst-21756	178	15	.	.	PUNCT
ajst-21756	179	1	real	real	ADJ
ajst-21756	179	2	-	-	PUNCT
ajst-21756	179	3	world	world	NOUN
ajst-21756	179	4	data	data	PROPN
ajst-21756	179	5	medical	medical	ADJ
ajst-21756	179	6	knowledge	knowledge	NOUN
ajst-21756	179	7	graph	graph	NOUN
ajst-21756	179	8	:	:	PUNCT
ajst-21756	179	9	construction	construction	NOUN
ajst-21756	179	10	and	and	CCONJ
ajst-21756	179	11	applications[j	applications[j	NOUN
ajst-21756	179	12	]	]	X
ajst-21756	179	13	.	.	PUNCT
ajst-21756	180	1	artificial	artificial	ADJ
ajst-21756	180	2	intelligence	intelligence	NOUN
ajst-21756	180	3	in	in	ADP
ajst-21756	180	4	medicine	medicine	NOUN
ajst-21756	180	5	,	,	PUNCT
ajst-21756	180	6	2020	2020	NUM
ajst-21756	180	7	,	,	PUNCT
ajst-21756	180	8	103	103	NUM
ajst-21756	180	9	:	:	SYM
ajst-21756	180	10	101817	101817	NUM
ajst-21756	180	11	.	.	PUNCT
ajst-21756	181	1	[	[	X
ajst-21756	181	2	9	9	NUM
ajst-21756	181	3	]	]	X
ajst-21756	181	4	ain	ain	NOUN
ajst-21756	181	5	u	u	NOUN
ajst-21756	181	6	q	q	PROPN
ajst-21756	181	7	,	,	PUNCT
ajst-21756	181	8	chatti	chatti	NOUN
ajst-21756	181	9	a	a	PROPN
ajst-21756	181	10	m	m	PROPN
ajst-21756	181	11	,	,	PUNCT
ajst-21756	181	12	bakar	bakar	PROPN
ajst-21756	181	13	c	c	PROPN
ajst-21756	181	14	g	g	PROPN
ajst-21756	181	15	k	k	PROPN
ajst-21756	181	16	,	,	PUNCT
ajst-21756	181	17	et	et	PROPN
ajst-21756	181	18	al.automatic	al.automatic	ADJ
ajst-21756	181	19	construction	construction	NOUN
ajst-21756	181	20	of	of	ADP
ajst-21756	181	21	educational	educational	ADJ
ajst-21756	181	22	knowledge	knowledge	NOUN
ajst-21756	181	23	graphs	graph	NOUN
ajst-21756	181	24	:	:	PUNCT
ajst-21756	181	25	a	a	DET
ajst-21756	181	26	word	word	NOUN
ajst-21756	181	27	embedding	embed	VERB
ajst-21756	181	28	-	-	PUNCT
ajst-21756	181	29	based	base	VERB
ajst-21756	181	30	approach[j].information,2023,14(10	approach[j].information,2023,14(10	NOUN
ajst-21756	181	31	)	)	PUNCT
ajst-21756	181	32	.	.	PUNCT
ajst-21756	182	1	[	[	X
ajst-21756	182	2	10	10	NUM
ajst-21756	182	3	]	]	X
ajst-21756	182	4	qin	qin	PROPN
ajst-21756	182	5	h	h	PROPN
ajst-21756	182	6	,	,	PUNCT
ajst-21756	182	7	yao	yao	PROPN
ajst-21756	182	8	y.	y.	PROPN
ajst-21756	182	9	agriculture	agriculture	PROPN
ajst-21756	182	10	knowledge	knowledge	NOUN
ajst-21756	182	11	graph	graph	NOUN
ajst-21756	182	12	construction	construction	NOUN
ajst-21756	182	13	and	and	CCONJ
ajst-21756	182	14	application[j	application[j	PROPN
ajst-21756	182	15	]	]	PUNCT
ajst-21756	182	16	.	.	PUNCT
ajst-21756	183	1	journal	journal	PROPN
ajst-21756	183	2	of	of	ADP
ajst-21756	183	3	physics	physics	PROPN
ajst-21756	183	4	:	:	PUNCT
ajst-21756	183	5	conference	conference	NOUN
ajst-21756	183	6	series	series	NOUN
ajst-21756	183	7	,	,	PUNCT
ajst-21756	183	8	2021	2021	NUM
ajst-21756	183	9	,	,	PUNCT
ajst-21756	183	10	1756(1	1756(1	NUM
ajst-21756	183	11	):	):	PUNCT
ajst-21756	183	12	012010	012010	NUM
ajst-21756	183	13	.	.	PUNCT
ajst-21756	184	1	[	[	X
ajst-21756	184	2	11	11	NUM
ajst-21756	184	3	]	]	X
ajst-21756	184	4	ferrada	ferrada	PROPN
ajst-21756	184	5	s	s	PROPN
ajst-21756	184	6	,	,	PUNCT
ajst-21756	184	7	bustos	bustos	PROPN
ajst-21756	184	8	b	b	PROPN
ajst-21756	184	9	,	,	PUNCT
ajst-21756	184	10	hogan	hogan	PROPN
ajst-21756	184	11	a.	a.	NOUN
ajst-21756	184	12	imgpedia	imgpedia	PROPN
ajst-21756	184	13	:	:	PUNCT
ajst-21756	184	14	a	a	DET
ajst-21756	184	15	linked	link	VERB
ajst-21756	184	16	dataset	dataset	VERB
ajst-21756	184	17	with	with	ADP
ajst-21756	184	18	content	content	NOUN
ajst-21756	184	19	-	-	PUNCT
ajst-21756	184	20	based	base	VERB
ajst-21756	184	21	analysis	analysis	NOUN
ajst-21756	184	22	of	of	ADP
ajst-21756	184	23	wikimedia	wikimedia	NOUN
ajst-21756	184	24	images[c]//	images[c]//	PROPN
ajst-21756	184	25	proceedings	proceeding	NOUN
ajst-21756	184	26	of	of	ADP
ajst-21756	184	27	the	the	DET
ajst-21756	184	28	international	international	ADJ
ajst-21756	184	29	semantic	semantic	ADJ
ajst-21756	184	30	web	web	NOUN
ajst-21756	184	31	conference	conference	NOUN
ajst-21756	184	32	.	.	PUNCT
ajst-21756	185	1	cham	cham	PROPN
ajst-21756	185	2	:	:	PUNCT
ajst-21756	185	3	springer	springer	NOUN
ajst-21756	185	4	,	,	PUNCT
ajst-21756	185	5	2017	2017	NUM
ajst-21756	185	6	,	,	PUNCT
ajst-21756	185	7	p.	p.	NOUN
ajst-21756	185	8	84	84	NUM
ajst-21756	185	9	-	-	SYM
ajst-21756	185	10	93	93	NUM
ajst-21756	185	11	.	.	PUNCT
ajst-21756	186	1	[	[	X
ajst-21756	186	2	12	12	NUM
ajst-21756	186	3	]	]	X
ajst-21756	186	4	liu	liu	PROPN
ajst-21756	186	5	ye	ye	PROPN
ajst-21756	186	6	,	,	PUNCT
ajst-21756	186	7	li	li	PROPN
ajst-21756	186	8	hui	hui	PROPN
ajst-21756	186	9	,	,	PUNCT
ajst-21756	186	10	garcia	garcia	PROPN
ajst-21756	186	11	-	-	PUNCT
ajst-21756	186	12	duran	duran	PROPN
ajst-21756	186	13	a	a	PRON
ajst-21756	186	14	,	,	PUNCT
ajst-21756	186	15	et	et	NOUN
ajst-21756	186	16	al.mmkg	al.mmkg	NUM
ajst-21756	186	17	:	:	PUNCT
ajst-21756	186	18	multi	multi	ADJ
ajst-21756	186	19	-	-	ADJ
ajst-21756	186	20	modal	modal	ADJ
ajst-21756	186	21	knowledge	knowledge	NOUN
ajst-21756	186	22	graphs[c]//	graphs[c]//	PROPN
ajst-21756	186	23	proceedings	proceeding	NOUN
ajst-21756	186	24	of	of	ADP
ajst-21756	186	25	the	the	DET
ajst-21756	186	26	european	european	PROPN
ajst-21756	186	27	semantic	semantic	PROPN
ajst-21756	186	28	web	web	NOUN
ajst-21756	186	29	conference.cham	conference.cham	PROPN
ajst-21756	186	30	:	:	PUNCT
ajst-21756	186	31	springer,2019	springer,2019	NOUN
ajst-21756	186	32	,	,	PUNCT
ajst-21756	186	33	p.	p.	NOUN
ajst-21756	186	34	459	459	NUM
ajst-21756	186	35	-	-	SYM
ajst-21756	186	36	474	474	NUM
ajst-21756	186	37	.	.	PUNCT