id	sid	tid	token	lemma	pos
fcis-32124	1	1	frontiers	frontier	NOUN
fcis-32124	1	2	in	in	ADP
fcis-32124	1	3	computing	computing	NOUN
fcis-32124	1	4	and	and	CCONJ
fcis-32124	1	5	intelligent	intelligent	ADJ
fcis-32124	1	6	systems	system	NOUN
fcis-32124	1	7	issn	issn	VERB
fcis-32124	1	8	:	:	PUNCT
fcis-32124	1	9	2832	2832	NUM
fcis-32124	1	10	-	-	SYM
fcis-32124	1	11	6024	6024	NUM
fcis-32124	1	12	|	|	NOUN
fcis-32124	1	13	vol	vol	NOUN
fcis-32124	1	14	.	.	PUNCT
fcis-32124	2	1	14	14	NUM
fcis-32124	2	2	,	,	PUNCT
fcis-32124	2	3	no	no	INTJ
fcis-32124	2	4	.	.	NOUN
fcis-32124	2	5	1	1	NUM
fcis-32124	2	6	,	,	PUNCT
fcis-32124	2	7	2025	2025	NUM
fcis-32124	2	8	34	34	NUM
fcis-32124	2	9	research	research	NOUN
fcis-32124	2	10	on	on	ADP
fcis-32124	2	11	key	key	ADJ
fcis-32124	2	12	technological	technological	ADJ
fcis-32124	2	13	breakthroughs	breakthrough	NOUN
fcis-32124	2	14	of	of	ADP
fcis-32124	2	15	natural	natural	ADJ
fcis-32124	2	16	language	language	NOUN
fcis-32124	2	17	processing	processing	NOUN
fcis-32124	2	18	technology	technology	NOUN
fcis-32124	2	19	in	in	ADP
fcis-32124	2	20	intelligent	intelligent	ADJ
fcis-32124	2	21	review	review	NOUN
fcis-32124	2	22	of	of	ADP
fcis-32124	2	23	intellectual	intellectual	ADJ
fcis-32124	2	24	property	property	NOUN
fcis-32124	2	25	texts	text	NOUN
fcis-32124	2	26	ying	ying	PROPN
fcis-32124	2	27	wang	wang	PROPN
fcis-32124	3	1	*	*	PROPN
fcis-32124	3	2	,	,	PUNCT
fcis-32124	3	3	yonglai	yonglai	PROPN
fcis-32124	3	4	lu	lu	PROPN
fcis-32124	3	5	school	school	NOUN
fcis-32124	3	6	of	of	ADP
fcis-32124	3	7	intelligent	intelligent	ADJ
fcis-32124	3	8	information	information	NOUN
fcis-32124	3	9	,	,	PUNCT
fcis-32124	3	10	nantong	nantong	PROPN
fcis-32124	3	11	normal	normal	PROPN
fcis-32124	3	12	college	college	PROPN
fcis-32124	3	13	,	,	PUNCT
fcis-32124	3	14	nantong	nantong	PROPN
fcis-32124	3	15	,	,	PUNCT
fcis-32124	3	16	jiangsu	jiangsu	PROPN
fcis-32124	3	17	,	,	PUNCT
fcis-32124	3	18	china	china	PROPN
fcis-32124	3	19	*	*	PUNCT
fcis-32124	3	20	corresponding	correspond	VERB
fcis-32124	3	21	author	author	NOUN
fcis-32124	3	22	:	:	PUNCT
fcis-32124	3	23	ying	ying	PROPN
fcis-32124	3	24	wang	wang	PROPN
fcis-32124	3	25	(	(	PUNCT
fcis-32124	3	26	email	email	NOUN
fcis-32124	3	27	:	:	PUNCT
fcis-32124	3	28	lwyanice@163.com	lwyanice@163.com	PROPN
fcis-32124	3	29	)	)	PUNCT
fcis-32124	3	30	abstract	abstract	NOUN
fcis-32124	3	31	:	:	PUNCT
fcis-32124	3	32	intelligent	intelligent	ADJ
fcis-32124	3	33	review	review	NOUN
fcis-32124	3	34	of	of	ADP
fcis-32124	3	35	intellectual	intellectual	ADJ
fcis-32124	3	36	property	property	NOUN
fcis-32124	3	37	texts	text	NOUN
fcis-32124	3	38	is	be	AUX
fcis-32124	3	39	the	the	DET
fcis-32124	3	40	core	core	ADJ
fcis-32124	3	41	path	path	NOUN
fcis-32124	3	42	to	to	PART
fcis-32124	3	43	break	break	VERB
fcis-32124	3	44	through	through	ADP
fcis-32124	3	45	the	the	DET
fcis-32124	3	46	efficiency	efficiency	NOUN
fcis-32124	3	47	bottleneck	bottleneck	NOUN
fcis-32124	3	48	of	of	ADP
fcis-32124	3	49	traditional	traditional	ADJ
fcis-32124	3	50	review	review	NOUN
fcis-32124	3	51	models	model	NOUN
fcis-32124	3	52	and	and	CCONJ
fcis-32124	3	53	improve	improve	VERB
fcis-32124	3	54	review	review	NOUN
fcis-32124	3	55	quality	quality	NOUN
fcis-32124	3	56	.	.	PUNCT
fcis-32124	4	1	as	as	ADP
fcis-32124	4	2	the	the	DET
fcis-32124	4	3	core	core	NOUN
fcis-32124	4	4	support	support	NOUN
fcis-32124	4	5	for	for	ADP
fcis-32124	4	6	text	text	NOUN
fcis-32124	4	7	semantic	semantic	ADJ
fcis-32124	4	8	parsing	parsing	NOUN
fcis-32124	4	9	and	and	CCONJ
fcis-32124	4	10	knowledge	knowledge	NOUN
fcis-32124	4	11	mining	mining	NOUN
fcis-32124	4	12	,	,	PUNCT
fcis-32124	4	13	the	the	DET
fcis-32124	4	14	application	application	NOUN
fcis-32124	4	15	depth	depth	NOUN
fcis-32124	4	16	of	of	ADP
fcis-32124	4	17	natural	natural	ADJ
fcis-32124	4	18	language	language	NOUN
fcis-32124	4	19	processing	processing	NOUN
fcis-32124	4	20	(	(	PUNCT
fcis-32124	4	21	nlp	nlp	NOUN
fcis-32124	4	22	)	)	PUNCT
fcis-32124	4	23	technology	technology	NOUN
fcis-32124	4	24	directly	directly	ADV
fcis-32124	4	25	determines	determine	VERB
fcis-32124	4	26	the	the	DET
fcis-32124	4	27	level	level	NOUN
fcis-32124	4	28	of	of	ADP
fcis-32124	4	29	intelligent	intelligent	ADJ
fcis-32124	4	30	review	review	NOUN
fcis-32124	4	31	.	.	PUNCT
fcis-32124	5	1	this	this	DET
fcis-32124	5	2	paper	paper	NOUN
fcis-32124	5	3	systematically	systematically	ADV
fcis-32124	5	4	analyzes	analyze	VERB
fcis-32124	5	5	the	the	DET
fcis-32124	5	6	scene	scene	NOUN
fcis-32124	5	7	characteristics	characteristic	NOUN
fcis-32124	5	8	and	and	CCONJ
fcis-32124	5	9	technical	technical	ADJ
fcis-32124	5	10	requirements	requirement	NOUN
fcis-32124	5	11	of	of	ADP
fcis-32124	5	12	intellectual	intellectual	ADJ
fcis-32124	5	13	property	property	NOUN
fcis-32124	5	14	text	text	NOUN
fcis-32124	5	15	review	review	NOUN
fcis-32124	5	16	,	,	PUNCT
fcis-32124	5	17	with	with	ADP
fcis-32124	5	18	a	a	DET
fcis-32124	5	19	focus	focus	NOUN
fcis-32124	5	20	on	on	ADP
fcis-32124	5	21	the	the	DET
fcis-32124	5	22	key	key	ADJ
fcis-32124	5	23	breakthrough	breakthrough	NOUN
fcis-32124	5	24	directions	direction	NOUN
fcis-32124	5	25	of	of	ADP
fcis-32124	5	26	nlp	nlp	ADJ
fcis-32124	5	27	technology	technology	NOUN
fcis-32124	5	28	in	in	ADP
fcis-32124	5	29	this	this	DET
fcis-32124	5	30	field	field	NOUN
fcis-32124	5	31	:	:	PUNCT
fcis-32124	5	32	from	from	ADP
fcis-32124	5	33	the	the	DET
fcis-32124	5	34	precision	precision	NOUN
fcis-32124	5	35	of	of	ADP
fcis-32124	5	36	structured	structured	ADJ
fcis-32124	5	37	extraction	extraction	NOUN
fcis-32124	5	38	of	of	ADP
fcis-32124	5	39	technical	technical	ADJ
fcis-32124	5	40	features	feature	NOUN
fcis-32124	5	41	,	,	PUNCT
fcis-32124	5	42	the	the	DET
fcis-32124	5	43	depth	depth	NOUN
fcis-32124	5	44	of	of	ADP
fcis-32124	5	45	cross	cross	ADJ
fcis-32124	5	46	-	-	ADJ
fcis-32124	5	47	modal	modal	ADJ
fcis-32124	5	48	semantic	semantic	ADJ
fcis-32124	5	49	association	association	NOUN
fcis-32124	5	50	,	,	PUNCT
fcis-32124	5	51	to	to	ADP
fcis-32124	5	52	the	the	DET
fcis-32124	5	53	systematization	systematization	NOUN
fcis-32124	5	54	of	of	ADP
fcis-32124	5	55	the	the	DET
fcis-32124	5	56	integration	integration	NOUN
fcis-32124	5	57	of	of	ADP
fcis-32124	5	58	legal	legal	ADJ
fcis-32124	5	59	and	and	CCONJ
fcis-32124	5	60	technical	technical	ADJ
fcis-32124	5	61	knowledge	knowledge	NOUN
fcis-32124	5	62	,	,	PUNCT
fcis-32124	5	63	and	and	CCONJ
fcis-32124	5	64	then	then	ADV
fcis-32124	5	65	to	to	ADP
fcis-32124	5	66	the	the	DET
fcis-32124	5	67	optimization	optimization	NOUN
fcis-32124	5	68	of	of	ADP
fcis-32124	5	69	the	the	DET
fcis-32124	5	70	interpretability	interpretability	NOUN
fcis-32124	5	71	of	of	ADP
fcis-32124	5	72	review	review	NOUN
fcis-32124	5	73	decisions	decision	NOUN
fcis-32124	5	74	.	.	PUNCT
fcis-32124	6	1	based	base	VERB
fcis-32124	6	2	on	on	ADP
fcis-32124	6	3	typical	typical	ADJ
fcis-32124	6	4	practical	practical	ADJ
fcis-32124	6	5	cases	case	NOUN
fcis-32124	6	6	such	such	ADJ
fcis-32124	6	7	as	as	ADP
fcis-32124	6	8	"	"	PUNCT
fcis-32124	6	9	copyright	copyright	NOUN
fcis-32124	6	10	ai	ai	VERB
fcis-32124	6	11	intelligent	intelligent	ADJ
fcis-32124	6	12	review	review	NOUN
fcis-32124	6	13	"	"	PUNCT
fcis-32124	6	14	in	in	ADP
fcis-32124	6	15	keqiao	keqiao	NOUN
fcis-32124	6	16	and	and	CCONJ
fcis-32124	6	17	incopat	incopat	ADJ
fcis-32124	6	18	ai	ai	PROPN
fcis-32124	6	19	retrieval	retrieval	NOUN
fcis-32124	6	20	,	,	PUNCT
fcis-32124	6	21	a	a	DET
fcis-32124	6	22	technical	technical	ADJ
fcis-32124	6	23	framework	framework	NOUN
fcis-32124	6	24	of	of	ADP
fcis-32124	6	25	"	"	PUNCT
fcis-32124	6	26	text	text	NOUN
fcis-32124	6	27	parsing	parse	VERB
fcis-32124	6	28	knowledge	knowledge	NOUN
fcis-32124	6	29	modeling	model	VERB
fcis-32124	6	30	intelligent	intelligent	ADJ
fcis-32124	6	31	reasoning	reasoning	NOUN
fcis-32124	6	32	decision	decision	NOUN
fcis-32124	6	33	output	output	NOUN
fcis-32124	6	34	"	"	PUNCT
fcis-32124	6	35	is	be	AUX
fcis-32124	6	36	constructed	construct	VERB
fcis-32124	6	37	to	to	PART
fcis-32124	6	38	reveal	reveal	VERB
fcis-32124	6	39	the	the	DET
fcis-32124	6	40	breakthrough	breakthrough	NOUN
fcis-32124	6	41	paths	path	NOUN
fcis-32124	6	42	of	of	ADP
fcis-32124	6	43	technical	technical	ADJ
fcis-32124	6	44	bottlenecks	bottleneck	NOUN
fcis-32124	6	45	in	in	ADP
fcis-32124	6	46	each	each	DET
fcis-32124	6	47	link	link	NOUN
fcis-32124	6	48	and	and	CCONJ
fcis-32124	6	49	look	look	VERB
fcis-32124	6	50	forward	forward	ADV
fcis-32124	6	51	to	to	ADP
fcis-32124	6	52	the	the	DET
fcis-32124	6	53	technological	technological	ADJ
fcis-32124	6	54	development	development	NOUN
fcis-32124	6	55	trends	trend	NOUN
fcis-32124	6	56	in	in	ADP
fcis-32124	6	57	the	the	DET
fcis-32124	6	58	era	era	NOUN
fcis-32124	6	59	of	of	ADP
fcis-32124	6	60	large	large	ADJ
fcis-32124	6	61	models	model	NOUN
fcis-32124	6	62	.	.	PUNCT
fcis-32124	7	1	provide	provide	VERB
fcis-32124	7	2	theoretical	theoretical	ADJ
fcis-32124	7	3	support	support	NOUN
fcis-32124	7	4	and	and	CCONJ
fcis-32124	7	5	practical	practical	ADJ
fcis-32124	7	6	reference	reference	NOUN
fcis-32124	7	7	for	for	ADP
fcis-32124	7	8	the	the	DET
fcis-32124	7	9	research	research	NOUN
fcis-32124	7	10	and	and	CCONJ
fcis-32124	7	11	development	development	NOUN
fcis-32124	7	12	and	and	CCONJ
fcis-32124	7	13	optimization	optimization	NOUN
fcis-32124	7	14	of	of	ADP
fcis-32124	7	15	the	the	DET
fcis-32124	7	16	intelligent	intelligent	ADJ
fcis-32124	7	17	intellectual	intellectual	ADJ
fcis-32124	7	18	property	property	NOUN
fcis-32124	7	19	review	review	NOUN
fcis-32124	7	20	system	system	NOUN
fcis-32124	7	21	.	.	PUNCT
fcis-32124	8	1	keywords	keyword	NOUN
fcis-32124	8	2	:	:	PUNCT
fcis-32124	8	3	explainable	explainable	ADJ
fcis-32124	8	4	ai	ai	NOUN
fcis-32124	8	5	;	;	PUNCT
fcis-32124	8	6	intellectual	intellectual	ADJ
fcis-32124	8	7	property	property	NOUN
fcis-32124	8	8	examination	examination	NOUN
fcis-32124	8	9	;	;	PUNCT
fcis-32124	8	10	knowledge	knowledge	NOUN
fcis-32124	8	11	graph	graph	NOUN
fcis-32124	8	12	;	;	PUNCT
fcis-32124	8	13	large	large	ADJ
fcis-32124	8	14	language	language	NOUN
fcis-32124	8	15	model	model	NOUN
fcis-32124	8	16	;	;	PUNCT
fcis-32124	8	17	natural	natural	ADJ
fcis-32124	8	18	language	language	NOUN
fcis-32124	8	19	processing	processing	NOUN
fcis-32124	8	20	;	;	PUNCT
fcis-32124	8	21	semantic	semantic	ADJ
fcis-32124	8	22	understanding	understanding	NOUN
fcis-32124	8	23	.	.	PUNCT
fcis-32124	9	1	1	1	X
fcis-32124	9	2	.	.	X
fcis-32124	9	3	introduction	introduction	NOUN
fcis-32124	9	4	under	under	ADP
fcis-32124	9	5	the	the	DET
fcis-32124	9	6	background	background	NOUN
fcis-32124	9	7	of	of	ADP
fcis-32124	9	8	the	the	DET
fcis-32124	9	9	global	global	ADJ
fcis-32124	9	10	innovation	innovation	NOUN
fcis-32124	9	11	-	-	PUNCT
fcis-32124	9	12	driven	drive	VERB
fcis-32124	9	13	development	development	NOUN
fcis-32124	9	14	strategy	strategy	NOUN
fcis-32124	9	15	,	,	PUNCT
fcis-32124	9	16	the	the	DET
fcis-32124	9	17	number	number	NOUN
fcis-32124	9	18	of	of	ADP
fcis-32124	9	19	intellectual	intellectual	ADJ
fcis-32124	9	20	property	property	NOUN
fcis-32124	9	21	applications	application	NOUN
fcis-32124	9	22	has	have	AUX
fcis-32124	9	23	shown	show	VERB
fcis-32124	9	24	an	an	DET
fcis-32124	9	25	explosive	explosive	ADJ
fcis-32124	9	26	growth	growth	NOUN
fcis-32124	9	27	trend	trend	NOUN
fcis-32124	9	28	,	,	PUNCT
fcis-32124	9	29	and	and	CCONJ
fcis-32124	9	30	the	the	DET
fcis-32124	9	31	traditional	traditional	ADJ
fcis-32124	9	32	manual	manual	ADJ
fcis-32124	9	33	review	review	NOUN
fcis-32124	9	34	model	model	NOUN
fcis-32124	9	35	is	be	AUX
fcis-32124	9	36	facing	face	VERB
fcis-32124	9	37	severe	severe	ADJ
fcis-32124	9	38	challenges	challenge	NOUN
fcis-32124	9	39	.	.	PUNCT
fcis-32124	10	1	according	accord	VERB
fcis-32124	10	2	to	to	ADP
fcis-32124	10	3	data	datum	NOUN
fcis-32124	10	4	from	from	ADP
fcis-32124	10	5	the	the	DET
fcis-32124	10	6	national	national	ADJ
fcis-32124	10	7	intellectual	intellectual	PROPN
fcis-32124	10	8	property	property	PROPN
fcis-32124	10	9	administration	administration	NOUN
fcis-32124	10	10	,	,	PUNCT
fcis-32124	10	11	in	in	ADP
fcis-32124	10	12	2024	2024	NUM
fcis-32124	10	13	alone	alone	ADV
fcis-32124	10	14	,	,	PUNCT
fcis-32124	10	15	the	the	DET
fcis-32124	10	16	number	number	NOUN
fcis-32124	10	17	of	of	ADP
fcis-32124	10	18	invention	invention	NOUN
fcis-32124	10	19	patent	patent	NOUN
fcis-32124	10	20	applications	application	NOUN
fcis-32124	10	21	in	in	ADP
fcis-32124	10	22	china	china	PROPN
fcis-32124	10	23	reached	reach	VERB
fcis-32124	10	24	1.505	1.505	NUM
fcis-32124	10	25	million	million	NUM
fcis-32124	10	26	,	,	PUNCT
fcis-32124	10	27	and	and	CCONJ
fcis-32124	10	28	the	the	DET
fcis-32124	10	29	number	number	NOUN
fcis-32124	10	30	of	of	ADP
fcis-32124	10	31	trademark	trademark	NOUN
fcis-32124	10	32	registration	registration	NOUN
fcis-32124	10	33	applications	application	NOUN
fcis-32124	10	34	exceeded	exceed	VERB
fcis-32124	10	35	7	7	NUM
fcis-32124	10	36	million	million	NUM
fcis-32124	10	37	.	.	PUNCT
fcis-32124	11	1	the	the	DET
fcis-32124	11	2	contradiction	contradiction	NOUN
fcis-32124	11	3	between	between	ADP
fcis-32124	11	4	the	the	DET
fcis-32124	11	5	massive	massive	ADJ
fcis-32124	11	6	number	number	NOUN
fcis-32124	11	7	of	of	ADP
fcis-32124	11	8	applications	application	NOUN
fcis-32124	11	9	and	and	CCONJ
fcis-32124	11	10	the	the	DET
fcis-32124	11	11	limited	limited	ADJ
fcis-32124	11	12	examination	examination	NOUN
fcis-32124	11	13	resources	resource	NOUN
fcis-32124	11	14	has	have	AUX
fcis-32124	11	15	become	become	VERB
fcis-32124	11	16	increasingly	increasingly	ADV
fcis-32124	11	17	prominent	prominent	ADJ
fcis-32124	11	18	.	.	PUNCT
fcis-32124	12	1	the	the	DET
fcis-32124	12	2	traditional	traditional	ADJ
fcis-32124	12	3	examination	examination	NOUN
fcis-32124	12	4	mode	mode	NOUN
fcis-32124	12	5	is	be	AUX
fcis-32124	12	6	highly	highly	ADV
fcis-32124	12	7	dependent	dependent	ADJ
fcis-32124	12	8	on	on	ADP
fcis-32124	12	9	manual	manual	ADJ
fcis-32124	12	10	search	search	NOUN
fcis-32124	12	11	,	,	PUNCT
fcis-32124	12	12	text	text	NOUN
fcis-32124	12	13	reading	reading	NOUN
fcis-32124	12	14	and	and	CCONJ
fcis-32124	12	15	professional	professional	ADJ
fcis-32124	12	16	judgment	judgment	NOUN
fcis-32124	12	17	.	.	PUNCT
fcis-32124	13	1	this	this	DET
fcis-32124	13	2	process	process	NOUN
fcis-32124	13	3	has	have	VERB
fcis-32124	13	4	three	three	NUM
fcis-32124	13	5	core	core	ADJ
fcis-32124	13	6	limitations	limitation	NOUN
fcis-32124	13	7	:	:	PUNCT
fcis-32124	13	8	in	in	ADP
fcis-32124	13	9	terms	term	NOUN
fcis-32124	13	10	of	of	ADP
fcis-32124	13	11	efficiency	efficiency	NOUN
fcis-32124	13	12	,	,	PUNCT
fcis-32124	13	13	the	the	DET
fcis-32124	13	14	average	average	ADJ
fcis-32124	13	15	examination	examination	NOUN
fcis-32124	13	16	period	period	NOUN
fcis-32124	13	17	for	for	ADP
fcis-32124	13	18	a	a	DET
fcis-32124	13	19	single	single	ADJ
fcis-32124	13	20	invention	invention	NOUN
fcis-32124	13	21	patent	patent	NOUN
fcis-32124	13	22	is	be	AUX
fcis-32124	13	23	as	as	ADV
fcis-32124	13	24	long	long	ADJ
fcis-32124	13	25	as	as	ADP
fcis-32124	13	26	22	22	NUM
fcis-32124	13	27	months	month	NOUN
fcis-32124	13	28	,	,	PUNCT
fcis-32124	13	29	which	which	PRON
fcis-32124	13	30	is	be	AUX
fcis-32124	13	31	difficult	difficult	ADJ
fcis-32124	13	32	to	to	PART
fcis-32124	13	33	meet	meet	VERB
fcis-32124	13	34	the	the	DET
fcis-32124	13	35	practical	practical	ADJ
fcis-32124	13	36	demand	demand	NOUN
fcis-32124	13	37	for	for	ADP
fcis-32124	13	38	the	the	DET
fcis-32124	13	39	rapid	rapid	ADJ
fcis-32124	13	40	protection	protection	NOUN
fcis-32124	13	41	of	of	ADP
fcis-32124	13	42	innovation	innovation	NOUN
fcis-32124	13	43	achievements	achievement	NOUN
fcis-32124	13	44	.	.	PUNCT
fcis-32124	14	1	at	at	ADP
fcis-32124	14	2	the	the	DET
fcis-32124	14	3	objective	objective	ADJ
fcis-32124	14	4	level	level	NOUN
fcis-32124	14	5	,	,	PUNCT
fcis-32124	14	6	the	the	DET
fcis-32124	14	7	differences	difference	NOUN
fcis-32124	14	8	in	in	ADP
fcis-32124	14	9	the	the	DET
fcis-32124	14	10	understanding	understanding	NOUN
fcis-32124	14	11	of	of	ADP
fcis-32124	14	12	technical	technical	ADJ
fcis-32124	14	13	features	feature	NOUN
fcis-32124	14	14	and	and	CCONJ
fcis-32124	14	15	legal	legal	ADJ
fcis-32124	14	16	provisions	provision	NOUN
fcis-32124	14	17	among	among	ADP
fcis-32124	14	18	different	different	ADJ
fcis-32124	14	19	examiners	examiner	NOUN
fcis-32124	14	20	may	may	AUX
fcis-32124	14	21	lead	lead	VERB
fcis-32124	14	22	to	to	ADP
fcis-32124	14	23	inconsistent	inconsistent	ADJ
fcis-32124	14	24	review	review	NOUN
fcis-32124	14	25	conclusions	conclusion	NOUN
fcis-32124	14	26	.	.	PUNCT
fcis-32124	15	1	in	in	ADP
fcis-32124	15	2	terms	term	NOUN
fcis-32124	15	3	of	of	ADP
fcis-32124	15	4	coverage	coverage	NOUN
fcis-32124	15	5	,	,	PUNCT
fcis-32124	15	6	manual	manual	ADJ
fcis-32124	15	7	search	search	NOUN
fcis-32124	15	8	is	be	AUX
fcis-32124	15	9	difficult	difficult	ADJ
fcis-32124	15	10	to	to	PART
fcis-32124	15	11	comprehensively	comprehensively	ADV
fcis-32124	15	12	cover	cover	VERB
fcis-32124	15	13	the	the	DET
fcis-32124	15	14	vast	vast	ADJ
fcis-32124	15	15	global	global	ADJ
fcis-32124	15	16	databases	database	NOUN
fcis-32124	15	17	,	,	PUNCT
fcis-32124	15	18	which	which	PRON
fcis-32124	15	19	may	may	AUX
fcis-32124	15	20	lead	lead	VERB
fcis-32124	15	21	to	to	ADP
fcis-32124	15	22	the	the	DET
fcis-32124	15	23	omission	omission	NOUN
fcis-32124	15	24	of	of	ADP
fcis-32124	15	25	key	key	ADJ
fcis-32124	15	26	comparative	comparative	ADJ
fcis-32124	15	27	literature	literature	NOUN
fcis-32124	15	28	and	and	CCONJ
fcis-32124	15	29	affect	affect	VERB
fcis-32124	15	30	the	the	DET
fcis-32124	15	31	accuracy	accuracy	NOUN
fcis-32124	15	32	of	of	ADP
fcis-32124	15	33	the	the	DET
fcis-32124	15	34	review	review	NOUN
fcis-32124	15	35	conclusion	conclusion	NOUN
fcis-32124	15	36	.	.	PUNCT
fcis-32124	16	1	the	the	DET
fcis-32124	16	2	iterative	iterative	NOUN
fcis-32124	16	3	upgrading	upgrading	NOUN
fcis-32124	16	4	of	of	ADP
fcis-32124	16	5	natural	natural	ADJ
fcis-32124	16	6	language	language	NOUN
fcis-32124	16	7	processing	processing	NOUN
fcis-32124	16	8	technology	technology	NOUN
fcis-32124	16	9	provides	provide	VERB
fcis-32124	16	10	technical	technical	ADJ
fcis-32124	16	11	possibilities	possibility	NOUN
fcis-32124	16	12	for	for	ADP
fcis-32124	16	13	solving	solve	VERB
fcis-32124	16	14	the	the	DET
fcis-32124	16	15	above	above	ADV
fcis-32124	16	16	-	-	PUNCT
fcis-32124	16	17	mentioned	mention	VERB
fcis-32124	16	18	problems	problem	NOUN
fcis-32124	16	19	.	.	PUNCT
fcis-32124	17	1	from	from	ADP
fcis-32124	17	2	the	the	DET
fcis-32124	17	3	early	early	ADJ
fcis-32124	17	4	simple	simple	ADJ
fcis-32124	17	5	keyword	keyword	NOUN
fcis-32124	17	6	matching	match	VERB
fcis-32124	17	7	to	to	ADP
fcis-32124	17	8	deep	deep	ADJ
fcis-32124	17	9	learning	learning	NOUN
fcis-32124	17	10	-	-	PUNCT
fcis-32124	17	11	driven	drive	VERB
fcis-32124	17	12	semantic	semantic	ADJ
fcis-32124	17	13	understanding	understanding	NOUN
fcis-32124	17	14	,	,	PUNCT
fcis-32124	17	15	and	and	CCONJ
fcis-32124	17	16	then	then	ADV
fcis-32124	17	17	to	to	ADP
fcis-32124	17	18	the	the	DET
fcis-32124	17	19	current	current	ADJ
fcis-32124	17	20	logical	logical	ADJ
fcis-32124	17	21	reasoning	reasoning	NOUN
fcis-32124	17	22	capabilities	capability	NOUN
fcis-32124	17	23	of	of	ADP
fcis-32124	17	24	large	large	ADJ
fcis-32124	17	25	language	language	NOUN
fcis-32124	17	26	models	model	NOUN
fcis-32124	17	27	(	(	PUNCT
fcis-32124	17	28	llms	llm	NOUN
fcis-32124	17	29	)	)	PUNCT
fcis-32124	17	30	,	,	PUNCT
fcis-32124	17	31	nlp	nlp	NOUN
fcis-32124	17	32	technology	technology	NOUN
fcis-32124	17	33	has	have	AUX
fcis-32124	17	34	achieved	achieve	VERB
fcis-32124	17	35	a	a	DET
fcis-32124	17	36	leap	leap	NOUN
fcis-32124	17	37	from	from	ADP
fcis-32124	17	38	"	"	PUNCT
fcis-32124	17	39	text	text	NOUN
fcis-32124	17	40	recognition	recognition	NOUN
fcis-32124	17	41	"	"	PUNCT
fcis-32124	17	42	to	to	ADP
fcis-32124	17	43	"	"	PUNCT
fcis-32124	17	44	knowledge	knowledge	NOUN
fcis-32124	17	45	cognition	cognition	NOUN
fcis-32124	17	46	"	"	PUNCT
fcis-32124	17	47	.	.	PUNCT
fcis-32124	18	1	the	the	DET
fcis-32124	18	2	new	new	ADJ
fcis-32124	18	3	review	review	NOUN
fcis-32124	18	4	system	system	NOUN
fcis-32124	18	5	launched	launch	VERB
fcis-32124	18	6	by	by	ADP
fcis-32124	18	7	the	the	DET
fcis-32124	18	8	national	national	PROPN
fcis-32124	18	9	intellectual	intellectual	PROPN
fcis-32124	18	10	property	property	PROPN
fcis-32124	18	11	administration	administration	NOUN
fcis-32124	18	12	in	in	ADP
fcis-32124	18	13	2023	2023	NUM
fcis-32124	18	14	has	have	AUX
fcis-32124	18	15	integrated	integrate	VERB
fcis-32124	18	16	nlp	nlp	NOUN
fcis-32124	18	17	functions	function	NOUN
fcis-32124	18	18	such	such	ADJ
fcis-32124	18	19	as	as	ADP
fcis-32124	18	20	online	online	ADJ
fcis-32124	18	21	translation	translation	NOUN
fcis-32124	18	22	and	and	CCONJ
fcis-32124	18	23	intelligent	intelligent	ADJ
fcis-32124	18	24	comparison	comparison	NOUN
fcis-32124	18	25	[	[	X
fcis-32124	18	26	1	1	NUM
fcis-32124	18	27	]	]	PUNCT
fcis-32124	18	28	.	.	PUNCT
fcis-32124	19	1	in	in	ADP
fcis-32124	19	2	2025	2025	NUM
fcis-32124	19	3	,	,	PUNCT
fcis-32124	19	4	it	it	PRON
fcis-32124	19	5	will	will	AUX
fcis-32124	19	6	further	far	ADV
fcis-32124	19	7	introduce	introduce	VERB
fcis-32124	19	8	modules	module	NOUN
fcis-32124	19	9	like	like	ADP
fcis-32124	19	10	large	large	ADJ
fcis-32124	19	11	model	model	NOUN
fcis-32124	19	12	search	search	NOUN
fcis-32124	19	13	and	and	CCONJ
fcis-32124	19	14	ai	ai	VERB
fcis-32124	19	15	legal	legal	ADJ
fcis-32124	19	16	assistants	assistant	NOUN
fcis-32124	19	17	,	,	PUNCT
fcis-32124	19	18	significantly	significantly	ADV
fcis-32124	19	19	increasing	increase	VERB
fcis-32124	19	20	the	the	DET
fcis-32124	19	21	proportion	proportion	NOUN
fcis-32124	19	22	of	of	ADP
fcis-32124	19	23	retrieved	retrieve	VERB
fcis-32124	19	24	comparative	comparative	ADJ
fcis-32124	19	25	literature	literature	NOUN
fcis-32124	19	26	.	.	PUNCT
fcis-32124	20	1	the	the	DET
fcis-32124	20	2	"	"	PUNCT
fcis-32124	20	3	copyright	copyright	NOUN
fcis-32124	20	4	ai	ai	VERB
fcis-32124	20	5	smart	smart	ADJ
fcis-32124	20	6	trial	trial	NOUN
fcis-32124	20	7	"	"	PUNCT
fcis-32124	20	8	system	system	NOUN
fcis-32124	20	9	developed	develop	VERB
fcis-32124	20	10	by	by	ADP
fcis-32124	20	11	the	the	DET
fcis-32124	20	12	keqiao	keqiao	NOUN
fcis-32124	20	13	court	court	NOUN
fcis-32124	20	14	,	,	PUNCT
fcis-32124	20	15	through	through	ADP
fcis-32124	20	16	the	the	DET
fcis-32124	20	17	integration	integration	NOUN
fcis-32124	20	18	of	of	ADP
fcis-32124	20	19	nlp	nlp	NOUN
fcis-32124	20	20	and	and	CCONJ
fcis-32124	20	21	computer	computer	NOUN
fcis-32124	20	22	vision	vision	NOUN
fcis-32124	20	23	technology	technology	NOUN
fcis-32124	20	24	,	,	PUNCT
fcis-32124	20	25	enables	enable	VERB
fcis-32124	20	26	one	one	NUM
fcis-32124	20	27	-	-	PUNCT
fcis-32124	20	28	click	click	VERB
fcis-32124	20	29	traceability	traceability	NOUN
fcis-32124	20	30	of	of	ADP
fcis-32124	20	31	pattern	pattern	NOUN
fcis-32124	20	32	copyrights	copyright	NOUN
fcis-32124	20	33	,	,	PUNCT
fcis-32124	20	34	with	with	ADP
fcis-32124	20	35	an	an	DET
fcis-32124	20	36	effective	effective	ADJ
fcis-32124	20	37	plagiarism	plagiarism	NOUN
fcis-32124	20	38	detection	detection	NOUN
fcis-32124	20	39	rate	rate	NOUN
fcis-32124	20	40	of	of	ADP
fcis-32124	20	41	61.23	61.23	NUM
fcis-32124	20	42	%	%	NOUN
fcis-32124	20	43	.	.	PUNCT
fcis-32124	21	1	this	this	PRON
fcis-32124	21	2	has	have	AUX
fcis-32124	21	3	led	lead	VERB
fcis-32124	21	4	to	to	ADP
fcis-32124	21	5	a	a	DET
fcis-32124	21	6	91.67	91.67	NUM
fcis-32124	21	7	%	%	NOUN
fcis-32124	21	8	reduction	reduction	NOUN
fcis-32124	21	9	in	in	ADP
fcis-32124	21	10	related	related	ADJ
fcis-32124	21	11	disputes	dispute	NOUN
fcis-32124	21	12	within	within	ADP
fcis-32124	21	13	three	three	NUM
fcis-32124	21	14	years	year	NOUN
fcis-32124	21	15	.	.	PUNCT
fcis-32124	22	1	all	all	DET
fcis-32124	22	2	these	these	DET
fcis-32124	22	3	practices	practice	NOUN
fcis-32124	22	4	fully	fully	ADV
fcis-32124	22	5	demonstrate	demonstrate	VERB
fcis-32124	22	6	the	the	DET
fcis-32124	22	7	application	application	NOUN
fcis-32124	22	8	value	value	NOUN
fcis-32124	22	9	of	of	ADP
fcis-32124	22	10	nlp	nlp	ADJ
fcis-32124	22	11	technology	technology	NOUN
fcis-32124	22	12	in	in	ADP
fcis-32124	22	13	intellectual	intellectual	ADJ
fcis-32124	22	14	property	property	NOUN
fcis-32124	22	15	examination	examination	NOUN
fcis-32124	22	16	[	[	X
fcis-32124	22	17	2	2	NUM
fcis-32124	22	18	]	]	PUNCT
fcis-32124	22	19	.	.	PUNCT
fcis-32124	23	1	internationally	internationally	ADV
fcis-32124	23	2	,	,	PUNCT
fcis-32124	23	3	the	the	DET
fcis-32124	23	4	uspto	uspto	PROPN
fcis-32124	23	5	(	(	PUNCT
fcis-32124	23	6	united	united	PROPN
fcis-32124	23	7	states	states	PROPN
fcis-32124	23	8	patent	patent	PROPN
fcis-32124	23	9	and	and	CCONJ
fcis-32124	23	10	trademark	trademark	NOUN
fcis-32124	23	11	office	office	NOUN
fcis-32124	23	12	)	)	PUNCT
fcis-32124	23	13	launched	launch	VERB
fcis-32124	23	14	an	an	DET
fcis-32124	23	15	ai	ai	NOUN
fcis-32124	23	16	examination	examination	NOUN
fcis-32124	23	17	pilot	pilot	NOUN
fcis-32124	23	18	as	as	ADV
fcis-32124	23	19	early	early	ADV
fcis-32124	23	20	as	as	ADP
fcis-32124	23	21	2018	2018	NUM
fcis-32124	23	22	,	,	PUNCT
fcis-32124	23	23	using	use	VERB
fcis-32124	23	24	the	the	DET
fcis-32124	23	25	bert	bert	PROPN
fcis-32124	23	26	model	model	NOUN
fcis-32124	23	27	for	for	ADP
fcis-32124	23	28	patent	patent	NOUN
fcis-32124	23	29	text	text	NOUN
fcis-32124	23	30	classification	classification	NOUN
fcis-32124	23	31	and	and	CCONJ
fcis-32124	23	32	keyword	keyword	NOUN
fcis-32124	23	33	extraction	extraction	NOUN
fcis-32124	23	34	.	.	PUNCT
fcis-32124	24	1	the	the	DET
fcis-32124	24	2	classification	classification	NOUN
fcis-32124	24	3	expert	expert	NOUN
fcis-32124	24	4	system	system	NOUN
fcis-32124	24	5	of	of	ADP
fcis-32124	24	6	epo	epo	PROPN
fcis-32124	24	7	(	(	PUNCT
fcis-32124	24	8	european	european	PROPN
fcis-32124	24	9	patent	patent	PROPN
fcis-32124	24	10	office	office	PROPN
fcis-32124	24	11	)	)	PUNCT
fcis-32124	24	12	realizes	realize	VERB
fcis-32124	24	13	the	the	DET
fcis-32124	24	14	automatic	automatic	ADJ
fcis-32124	24	15	classification	classification	NOUN
fcis-32124	24	16	of	of	ADP
fcis-32124	24	17	patents	patent	NOUN
fcis-32124	24	18	through	through	ADP
fcis-32124	24	19	nlp	nlp	NOUN
fcis-32124	24	20	technology	technology	NOUN
fcis-32124	24	21	,	,	PUNCT
fcis-32124	24	22	with	with	ADP
fcis-32124	24	23	an	an	DET
fcis-32124	24	24	accuracy	accuracy	NOUN
fcis-32124	24	25	rate	rate	NOUN
fcis-32124	24	26	of	of	ADP
fcis-32124	24	27	over	over	ADP
fcis-32124	24	28	85	85	NUM
fcis-32124	24	29	%	%	NOUN
fcis-32124	24	30	[	[	X
fcis-32124	24	31	3	3	NUM
fcis-32124	24	32	]	]	PUNCT
fcis-32124	24	33	.	.	PUNCT
fcis-32124	25	1	domestic	domestic	ADJ
fcis-32124	25	2	research	research	NOUN
fcis-32124	25	3	focuses	focus	VERB
fcis-32124	25	4	on	on	ADP
fcis-32124	25	5	three	three	NUM
fcis-32124	25	6	major	major	ADJ
fcis-32124	25	7	directions	direction	NOUN
fcis-32124	25	8	:	:	PUNCT
fcis-32124	25	9	the	the	DET
fcis-32124	25	10	first	first	ADJ
fcis-32124	25	11	is	be	AUX
fcis-32124	25	12	text	text	NOUN
fcis-32124	25	13	information	information	NOUN
fcis-32124	25	14	extraction	extraction	NOUN
fcis-32124	25	15	.	.	PUNCT
fcis-32124	26	1	for	for	ADP
fcis-32124	26	2	instance	instance	NOUN
fcis-32124	26	3	,	,	PUNCT
fcis-32124	26	4	the	the	DET
fcis-32124	26	5	patent	patent	NOUN
fcis-32124	26	6	claim	claim	NOUN
fcis-32124	26	7	element	element	NOUN
fcis-32124	26	8	extraction	extraction	NOUN
fcis-32124	26	9	model	model	NOUN
fcis-32124	26	10	proposed	propose	VERB
fcis-32124	26	11	by	by	ADP
fcis-32124	26	12	the	the	DET
fcis-32124	26	13	team	team	NOUN
fcis-32124	26	14	from	from	ADP
fcis-32124	26	15	tsinghua	tsinghua	PROPN
fcis-32124	26	16	university	university	PROPN
fcis-32124	26	17	has	have	VERB
fcis-32124	26	18	an	an	DET
fcis-32124	26	19	f1	f1	ADJ
fcis-32124	26	20	value	value	NOUN
fcis-32124	26	21	exceeding	exceed	VERB
fcis-32124	26	22	92	92	NUM
fcis-32124	26	23	%	%	NOUN
fcis-32124	26	24	.	.	PUNCT
fcis-32124	27	1	the	the	DET
fcis-32124	27	2	second	second	ADJ
fcis-32124	27	3	is	be	AUX
fcis-32124	27	4	similarity	similarity	NOUN
fcis-32124	27	5	comparison	comparison	NOUN
fcis-32124	27	6	.	.	PUNCT
fcis-32124	28	1	the	the	DET
fcis-32124	28	2	multi	multi	ADJ
fcis-32124	28	3	-	-	ADJ
fcis-32124	28	4	modal	modal	ADJ
fcis-32124	28	5	comparison	comparison	NOUN
fcis-32124	28	6	system	system	NOUN
fcis-32124	28	7	built	build	VERB
fcis-32124	28	8	by	by	ADP
fcis-32124	28	9	alibaba	alibaba	PROPN
fcis-32124	28	10	's	's	PART
fcis-32124	28	11	copyright	copyright	NOUN
fcis-32124	28	12	protection	protection	NOUN
fcis-32124	28	13	center	center	PROPN
fcis-32124	28	14	supports	support	VERB
fcis-32124	28	15	cross	cross	ADJ
fcis-32124	28	16	-	-	ADJ
fcis-32124	28	17	domain	domain	ADJ
fcis-32124	28	18	similarity	similarity	NOUN
fcis-32124	28	19	judgment	judgment	NOUN
fcis-32124	28	20	between	between	ADP
fcis-32124	28	21	text	text	NOUN
fcis-32124	28	22	and	and	CCONJ
fcis-32124	28	23	graphics	graphic	NOUN
fcis-32124	28	24	.	.	PUNCT
fcis-32124	29	1	the	the	DET
fcis-32124	29	2	third	third	NOUN
fcis-32124	29	3	is	be	AUX
fcis-32124	29	4	the	the	DET
fcis-32124	29	5	application	application	NOUN
fcis-32124	29	6	of	of	ADP
fcis-32124	29	7	large	large	ADJ
fcis-32124	29	8	models	model	NOUN
fcis-32124	29	9	.	.	PUNCT
fcis-32124	30	1	the	the	DET
fcis-32124	30	2	dedicated	dedicated	ADJ
fcis-32124	30	3	search	search	NOUN
fcis-32124	30	4	large	large	ADJ
fcis-32124	30	5	model	model	NOUN
fcis-32124	30	6	trained	train	VERB
fcis-32124	30	7	by	by	ADP
fcis-32124	30	8	the	the	DET
fcis-32124	30	9	national	national	PROPN
fcis-32124	30	10	intellectual	intellectual	PROPN
fcis-32124	30	11	property	property	PROPN
fcis-32124	30	12	administration	administration	NOUN
fcis-32124	30	13	has	have	AUX
fcis-32124	30	14	reduced	reduce	VERB
fcis-32124	30	15	the	the	DET
fcis-32124	30	16	search	search	NOUN
fcis-32124	30	17	time	time	NOUN
fcis-32124	30	18	for	for	ADP
fcis-32124	30	19	examiners	examiner	NOUN
fcis-32124	30	20	by	by	ADP
fcis-32124	30	21	40%[4	40%[4	PROPN
fcis-32124	30	22	]	]	PUNCT
fcis-32124	30	23	.	.	PUNCT
fcis-32124	31	1	although	although	SCONJ
fcis-32124	31	2	the	the	DET
fcis-32124	31	3	existing	exist	VERB
fcis-32124	31	4	research	research	NOUN
fcis-32124	31	5	has	have	AUX
fcis-32124	31	6	made	make	VERB
fcis-32124	31	7	phased	phased	ADJ
fcis-32124	31	8	progress	progress	NOUN
fcis-32124	31	9	,	,	PUNCT
fcis-32124	31	10	there	there	PRON
fcis-32124	31	11	are	be	VERB
fcis-32124	31	12	still	still	ADV
fcis-32124	31	13	obvious	obvious	ADJ
fcis-32124	31	14	shortcomings	shortcoming	NOUN
fcis-32124	31	15	:	:	PUNCT
fcis-32124	31	16	the	the	DET
fcis-32124	31	17	structuring	structuring	NOUN
fcis-32124	31	18	degree	degree	NOUN
fcis-32124	31	19	of	of	ADP
fcis-32124	31	20	technical	technical	ADJ
fcis-32124	31	21	feature	feature	NOUN
fcis-32124	31	22	extraction	extraction	NOUN
fcis-32124	31	23	is	be	AUX
fcis-32124	31	24	insufficient	insufficient	ADJ
fcis-32124	31	25	,	,	PUNCT
fcis-32124	31	26	making	make	VERB
fcis-32124	31	27	it	it	PRON
fcis-32124	31	28	difficult	difficult	ADJ
fcis-32124	31	29	to	to	PART
fcis-32124	31	30	cope	cope	VERB
fcis-32124	31	31	with	with	ADP
fcis-32124	31	32	the	the	DET
fcis-32124	31	33	complex	complex	ADJ
fcis-32124	31	34	sentence	sentence	NOUN
fcis-32124	31	35	structures	structure	NOUN
fcis-32124	31	36	of	of	ADP
fcis-32124	31	37	patent	patent	NOUN
fcis-32124	31	38	texts	text	NOUN
fcis-32124	31	39	;	;	PUNCT
fcis-32124	31	40	35	35	NUM
fcis-32124	31	41	the	the	DET
fcis-32124	31	42	integration	integration	NOUN
fcis-32124	31	43	of	of	ADP
fcis-32124	31	44	legal	legal	ADJ
fcis-32124	31	45	and	and	CCONJ
fcis-32124	31	46	technical	technical	ADJ
fcis-32124	31	47	knowledge	knowledge	NOUN
fcis-32124	31	48	is	be	AUX
fcis-32124	31	49	not	not	PART
fcis-32124	31	50	deep	deep	ADJ
fcis-32124	31	51	,	,	PUNCT
fcis-32124	31	52	and	and	CCONJ
fcis-32124	31	53	the	the	DET
fcis-32124	31	54	model	model	NOUN
fcis-32124	31	55	's	's	PART
fcis-32124	31	56	understanding	understanding	NOUN
fcis-32124	31	57	of	of	ADP
fcis-32124	31	58	legal	legal	ADJ
fcis-32124	31	59	concepts	concept	NOUN
fcis-32124	31	60	such	such	ADJ
fcis-32124	31	61	as	as	ADP
fcis-32124	31	62	"	"	PUNCT
fcis-32124	31	63	novelty	novelty	NOUN
fcis-32124	31	64	"	"	PUNCT
fcis-32124	31	65	and	and	CCONJ
fcis-32124	31	66	"	"	PUNCT
fcis-32124	31	67	creativity	creativity	NOUN
fcis-32124	31	68	"	"	PUNCT
fcis-32124	31	69	is	be	AUX
fcis-32124	31	70	superficial	superficial	ADJ
fcis-32124	31	71	.	.	PUNCT
fcis-32124	32	1	the	the	DET
fcis-32124	32	2	lack	lack	NOUN
fcis-32124	32	3	of	of	ADP
fcis-32124	32	4	interpretability	interpretability	NOUN
fcis-32124	32	5	in	in	ADP
fcis-32124	32	6	review	review	NOUN
fcis-32124	32	7	decisions	decision	NOUN
fcis-32124	32	8	and	and	CCONJ
fcis-32124	32	9	the	the	DET
fcis-32124	32	10	"	"	PUNCT
fcis-32124	32	11	black	black	ADJ
fcis-32124	32	12	box	box	NOUN
fcis-32124	32	13	"	"	PUNCT
fcis-32124	32	14	problem	problem	NOUN
fcis-32124	32	15	of	of	ADP
fcis-32124	32	16	large	large	ADJ
fcis-32124	32	17	models	model	NOUN
fcis-32124	32	18	affect	affect	VERB
fcis-32124	32	19	the	the	DET
fcis-32124	32	20	credibility	credibility	NOUN
fcis-32124	32	21	of	of	ADP
fcis-32124	32	22	review	review	NOUN
fcis-32124	32	23	conclusions	conclusion	NOUN
fcis-32124	32	24	.	.	PUNCT
fcis-32124	33	1	this	this	DET
fcis-32124	33	2	article	article	NOUN
fcis-32124	33	3	conducts	conduct	VERB
fcis-32124	33	4	research	research	NOUN
fcis-32124	33	5	on	on	ADP
fcis-32124	33	6	key	key	ADJ
fcis-32124	33	7	technological	technological	ADJ
fcis-32124	33	8	breakthroughs	breakthrough	NOUN
fcis-32124	33	9	in	in	ADP
fcis-32124	33	10	response	response	NOUN
fcis-32124	33	11	to	to	ADP
fcis-32124	33	12	these	these	DET
fcis-32124	33	13	pain	pain	NOUN
fcis-32124	33	14	points[5	points[5	PROPN
fcis-32124	33	15	]	]	PUNCT
fcis-32124	33	16	.	.	PUNCT
fcis-32124	34	1	this	this	DET
fcis-32124	34	2	research	research	NOUN
fcis-32124	34	3	aims	aim	VERB
fcis-32124	34	4	to	to	PART
fcis-32124	34	5	establish	establish	VERB
fcis-32124	34	6	a	a	DET
fcis-32124	34	7	theoretical	theoretical	ADJ
fcis-32124	34	8	system	system	NOUN
fcis-32124	34	9	for	for	ADP
fcis-32124	34	10	the	the	DET
fcis-32124	34	11	application	application	NOUN
fcis-32124	34	12	of	of	ADP
fcis-32124	34	13	nlp	nlp	ADJ
fcis-32124	34	14	technology	technology	NOUN
fcis-32124	34	15	in	in	ADP
fcis-32124	34	16	text	text	NOUN
fcis-32124	34	17	review	review	NOUN
fcis-32124	34	18	in	in	ADP
fcis-32124	34	19	professional	professional	ADJ
fcis-32124	34	20	fields	field	NOUN
fcis-32124	34	21	,	,	PUNCT
fcis-32124	34	22	break	break	VERB
fcis-32124	34	23	through	through	ADP
fcis-32124	34	24	the	the	DET
fcis-32124	34	25	adaptability	adaptability	NOUN
fcis-32124	34	26	problem	problem	NOUN
fcis-32124	34	27	of	of	ADP
fcis-32124	34	28	general	general	ADJ
fcis-32124	34	29	nlp	nlp	NOUN
fcis-32124	34	30	technology	technology	NOUN
fcis-32124	34	31	migrating	migrating	NOUN
fcis-32124	34	32	to	to	ADP
fcis-32124	34	33	the	the	DET
fcis-32124	34	34	intersection	intersection	NOUN
fcis-32124	34	35	of	of	ADP
fcis-32124	34	36	law	law	NOUN
fcis-32124	34	37	and	and	CCONJ
fcis-32124	34	38	technology	technology	NOUN
fcis-32124	34	39	,	,	PUNCT
fcis-32124	34	40	enrich	enrich	VERB
fcis-32124	34	41	theoretical	theoretical	ADJ
fcis-32124	34	42	achievements	achievement	NOUN
fcis-32124	34	43	such	such	ADJ
fcis-32124	34	44	as	as	ADP
fcis-32124	34	45	domain	domain	NOUN
fcis-32124	34	46	adaptive	adaptive	ADJ
fcis-32124	34	47	semantic	semantic	ADJ
fcis-32124	34	48	understanding	understanding	NOUN
fcis-32124	34	49	and	and	CCONJ
fcis-32124	34	50	knowledge	knowledge	NOUN
fcis-32124	34	51	graph	graph	NOUN
fcis-32124	34	52	construction	construction	NOUN
fcis-32124	34	53	,	,	PUNCT
fcis-32124	34	54	and	and	CCONJ
fcis-32124	34	55	provide	provide	VERB
fcis-32124	34	56	a	a	DET
fcis-32124	34	57	new	new	ADJ
fcis-32124	34	58	research	research	NOUN
fcis-32124	34	59	perspective	perspective	NOUN
fcis-32124	34	60	for	for	ADP
fcis-32124	34	61	intelligent	intelligent	ADJ
fcis-32124	34	62	processing	processing	NOUN
fcis-32124	34	63	of	of	ADP
fcis-32124	34	64	cross	cross	ADJ
fcis-32124	34	65	-	-	ADJ
fcis-32124	34	66	disciplinary	disciplinary	ADJ
fcis-32124	34	67	texts	text	NOUN
fcis-32124	34	68	.	.	PUNCT
fcis-32124	35	1	the	the	DET
fcis-32124	35	2	research	research	NOUN
fcis-32124	35	3	will	will	AUX
fcis-32124	35	4	identify	identify	VERB
fcis-32124	35	5	the	the	DET
fcis-32124	35	6	key	key	ADJ
fcis-32124	35	7	technological	technological	ADJ
fcis-32124	35	8	breakthrough	breakthrough	NOUN
fcis-32124	35	9	points	point	NOUN
fcis-32124	35	10	of	of	ADP
fcis-32124	35	11	nlp	nlp	NOUN
fcis-32124	35	12	in	in	ADP
fcis-32124	35	13	the	the	DET
fcis-32124	35	14	review	review	NOUN
fcis-32124	35	15	of	of	ADP
fcis-32124	35	16	intellectual	intellectual	ADJ
fcis-32124	35	17	property	property	NOUN
fcis-32124	35	18	texts	text	NOUN
fcis-32124	35	19	,	,	PUNCT
fcis-32124	35	20	propose	propose	VERB
fcis-32124	35	21	practical	practical	ADJ
fcis-32124	35	22	technical	technical	ADJ
fcis-32124	35	23	optimization	optimization	NOUN
fcis-32124	35	24	plans	plan	NOUN
fcis-32124	35	25	,	,	PUNCT
fcis-32124	35	26	and	and	CCONJ
fcis-32124	35	27	assist	assist	VERB
fcis-32124	35	28	the	the	DET
fcis-32124	35	29	intelligent	intelligent	ADJ
fcis-32124	35	30	review	review	NOUN
fcis-32124	35	31	system	system	NOUN
fcis-32124	35	32	in	in	ADP
fcis-32124	35	33	achieving	achieve	VERB
fcis-32124	35	34	the	the	DET
fcis-32124	35	35	triple	triple	ADJ
fcis-32124	35	36	goals	goal	NOUN
fcis-32124	35	37	of	of	ADP
fcis-32124	35	38	"	"	PUNCT
fcis-32124	35	39	efficiency	efficiency	NOUN
fcis-32124	35	40	improvement	improvement	NOUN
fcis-32124	35	41	quality	quality	NOUN
fcis-32124	35	42	assurance	assurance	NOUN
fcis-32124	35	43	cost	cost	NOUN
fcis-32124	35	44	control"[6	control"[6	NOUN
fcis-32124	35	45	]	]	X
fcis-32124	35	46	.	.	PUNCT
fcis-32124	36	1	2	2	X
fcis-32124	36	2	.	.	X
fcis-32124	36	3	the	the	DET
fcis-32124	36	4	scene	scene	NOUN
fcis-32124	36	5	characteristics	characteristic	NOUN
fcis-32124	36	6	and	and	CCONJ
fcis-32124	36	7	nlp	nlp	NOUN
fcis-32124	36	8	technology	technology	NOUN
fcis-32124	36	9	requirements	requirement	NOUN
fcis-32124	36	10	of	of	ADP
fcis-32124	36	11	intelligent	intelligent	ADJ
fcis-32124	36	12	review	review	NOUN
fcis-32124	36	13	of	of	ADP
fcis-32124	36	14	intellectual	intellectual	ADJ
fcis-32124	36	15	property	property	NOUN
fcis-32124	36	16	texts	text	NOUN
fcis-32124	36	17	2.1	2.1	NUM
fcis-32124	36	18	.	.	PUNCT
fcis-32124	37	1	multidimensional	multidimensional	ADJ
fcis-32124	37	2	feature	feature	NOUN
fcis-32124	37	3	analysis	analysis	NOUN
fcis-32124	37	4	of	of	ADP
fcis-32124	37	5	intellectual	intellectual	ADJ
fcis-32124	37	6	property	property	NOUN
fcis-32124	37	7	texts	text	NOUN
fcis-32124	37	8	intellectual	intellectual	ADJ
fcis-32124	37	9	property	property	NOUN
fcis-32124	37	10	texts	text	NOUN
fcis-32124	37	11	cover	cover	VERB
fcis-32124	37	12	various	various	ADJ
fcis-32124	37	13	types	type	NOUN
fcis-32124	37	14	such	such	ADJ
fcis-32124	37	15	as	as	ADP
fcis-32124	37	16	patents	patent	NOUN
fcis-32124	37	17	,	,	PUNCT
fcis-32124	37	18	trademarks	trademark	NOUN
fcis-32124	37	19	,	,	PUNCT
fcis-32124	37	20	and	and	CCONJ
fcis-32124	37	21	copyrights	copyright	NOUN
fcis-32124	37	22	.	.	PUNCT
fcis-32124	38	1	their	their	PRON
fcis-32124	38	2	language	language	NOUN
fcis-32124	38	3	expression	expression	NOUN
fcis-32124	38	4	,	,	PUNCT
fcis-32124	38	5	structural	structural	ADJ
fcis-32124	38	6	norms	norm	NOUN
fcis-32124	38	7	,	,	PUNCT
fcis-32124	38	8	and	and	CCONJ
fcis-32124	38	9	knowledge	knowledge	NOUN
fcis-32124	38	10	density	density	NOUN
fcis-32124	38	11	have	have	VERB
fcis-32124	38	12	distinct	distinct	ADJ
fcis-32124	38	13	professional	professional	ADJ
fcis-32124	38	14	characteristics	characteristic	NOUN
fcis-32124	38	15	.	.	PUNCT
fcis-32124	39	1	these	these	DET
fcis-32124	39	2	features	feature	NOUN
fcis-32124	39	3	constitute	constitute	VERB
fcis-32124	39	4	the	the	DET
fcis-32124	39	5	fundamental	fundamental	ADJ
fcis-32124	39	6	constraints	constraint	NOUN
fcis-32124	39	7	for	for	ADP
fcis-32124	39	8	the	the	DET
fcis-32124	39	9	application	application	NOUN
fcis-32124	39	10	of	of	ADP
fcis-32124	39	11	nlp	nlp	NOUN
fcis-32124	39	12	technology	technology	NOUN
fcis-32124	39	13	and	and	CCONJ
fcis-32124	39	14	also	also	ADV
fcis-32124	39	15	determine	determine	VERB
fcis-32124	39	16	the	the	DET
fcis-32124	39	17	core	core	NOUN
fcis-32124	39	18	direction	direction	NOUN
fcis-32124	39	19	of	of	ADP
fcis-32124	39	20	technology	technology	NOUN
fcis-32124	39	21	adaptation	adaptation	NOUN
fcis-32124	39	22	.	.	PUNCT
fcis-32124	40	1	from	from	ADP
fcis-32124	40	2	the	the	DET
fcis-32124	40	3	perspective	perspective	NOUN
fcis-32124	40	4	of	of	ADP
fcis-32124	40	5	text	text	NOUN
fcis-32124	40	6	structure	structure	NOUN
fcis-32124	40	7	,	,	PUNCT
fcis-32124	40	8	intellectual	intellectual	ADJ
fcis-32124	40	9	property	property	NOUN
fcis-32124	40	10	texts	text	NOUN
fcis-32124	40	11	possess	possess	VERB
fcis-32124	40	12	dual	dual	ADJ
fcis-32124	40	13	normativity	normativity	NOUN
fcis-32124	40	14	.	.	PUNCT
fcis-32124	41	1	take	take	VERB
fcis-32124	41	2	patent	patent	NOUN
fcis-32124	41	3	documents	document	NOUN
fcis-32124	41	4	as	as	ADP
fcis-32124	41	5	an	an	DET
fcis-32124	41	6	example	example	NOUN
fcis-32124	41	7	.	.	PUNCT
fcis-32124	42	1	they	they	PRON
fcis-32124	42	2	strictly	strictly	ADV
fcis-32124	42	3	follow	follow	VERB
fcis-32124	42	4	the	the	DET
fcis-32124	42	5	legal	legal	ADJ
fcis-32124	42	6	structure	structure	NOUN
fcis-32124	42	7	of	of	ADP
fcis-32124	42	8	"	"	PUNCT
fcis-32124	42	9	claims	claim	NOUN
fcis-32124	42	10	specification	specification	NOUN
fcis-32124	42	11	abstract	abstract	NOUN
fcis-32124	42	12	"	"	PUNCT
fcis-32124	42	13	,	,	PUNCT
fcis-32124	42	14	among	among	ADP
fcis-32124	42	15	which	which	PRON
fcis-32124	42	16	the	the	DET
fcis-32124	42	17	claims	claim	NOUN
fcis-32124	42	18	adopt	adopt	VERB
fcis-32124	42	19	a	a	DET
fcis-32124	42	20	rigorous	rigorous	ADJ
fcis-32124	42	21	expression	expression	NOUN
fcis-32124	42	22	of	of	ADP
fcis-32124	42	23	"	"	PUNCT
fcis-32124	42	24	preamble	preamble	ADJ
fcis-32124	42	25	part	part	NOUN
fcis-32124	42	26	+	+	CCONJ
fcis-32124	42	27	feature	feature	NOUN
fcis-32124	42	28	part	part	NOUN
fcis-32124	42	29	"	"	PUNCT
fcis-32124	42	30	,	,	PUNCT
fcis-32124	42	31	containing	contain	VERB
fcis-32124	42	32	a	a	DET
fcis-32124	42	33	clear	clear	ADJ
fcis-32124	42	34	logic	logic	NOUN
fcis-32124	42	35	for	for	ADP
fcis-32124	42	36	defining	define	VERB
fcis-32124	42	37	the	the	DET
fcis-32124	42	38	scope	scope	NOUN
fcis-32124	42	39	of	of	ADP
fcis-32124	42	40	protection	protection	NOUN
fcis-32124	42	41	.	.	PUNCT
fcis-32124	43	1	the	the	DET
fcis-32124	43	2	goods	good	NOUN
fcis-32124	43	3	/	/	SYM
fcis-32124	43	4	services	service	NOUN
fcis-32124	43	5	items	item	NOUN
fcis-32124	43	6	in	in	ADP
fcis-32124	43	7	the	the	DET
fcis-32124	43	8	trademark	trademark	NOUN
fcis-32124	43	9	registration	registration	NOUN
fcis-32124	43	10	application	application	NOUN
fcis-32124	43	11	must	must	AUX
fcis-32124	43	12	strictly	strictly	ADV
fcis-32124	43	13	correspond	correspond	VERB
fcis-32124	43	14	to	to	ADP
fcis-32124	43	15	the	the	DET
fcis-32124	43	16	"	"	PUNCT
fcis-32124	43	17	classification	classification	NOUN
fcis-32124	43	18	of	of	ADP
fcis-32124	43	19	similar	similar	ADJ
fcis-32124	43	20	goods	good	NOUN
fcis-32124	43	21	and	and	CCONJ
fcis-32124	43	22	services	service	NOUN
fcis-32124	43	23	"	"	PUNCT
fcis-32124	43	24	,	,	PUNCT
fcis-32124	43	25	and	and	CCONJ
fcis-32124	43	26	the	the	DET
fcis-32124	43	27	text	text	NOUN
fcis-32124	43	28	expression	expression	NOUN
fcis-32124	43	29	should	should	AUX
fcis-32124	43	30	have	have	VERB
fcis-32124	43	31	strong	strong	ADJ
fcis-32124	43	32	standardization	standardization	NOUN
fcis-32124	43	33	features[7	features[7	ADP
fcis-32124	43	34	]	]	X
fcis-32124	43	35	.	.	PUNCT
fcis-32124	44	1	this	this	DET
fcis-32124	44	2	structural	structural	ADJ
fcis-32124	44	3	normativity	normativity	NOUN
fcis-32124	44	4	provides	provide	VERB
fcis-32124	44	5	an	an	DET
fcis-32124	44	6	analytical	analytical	ADJ
fcis-32124	44	7	framework	framework	NOUN
fcis-32124	44	8	for	for	ADP
fcis-32124	44	9	nlp	nlp	NOUN
fcis-32124	44	10	technology	technology	NOUN
fcis-32124	44	11	,	,	PUNCT
fcis-32124	44	12	but	but	CCONJ
fcis-32124	44	13	it	it	PRON
fcis-32124	44	14	also	also	ADV
fcis-32124	44	15	places	place	VERB
fcis-32124	44	16	higher	high	ADJ
fcis-32124	44	17	demands	demand	NOUN
fcis-32124	44	18	on	on	ADP
fcis-32124	44	19	the	the	DET
fcis-32124	44	20	accuracy	accuracy	NOUN
fcis-32124	44	21	of	of	ADP
fcis-32124	44	22	structured	structured	ADJ
fcis-32124	44	23	information	information	NOUN
fcis-32124	44	24	extraction	extraction	NOUN
fcis-32124	44	25	any	any	DET
fcis-32124	44	26	minor	minor	ADJ
fcis-32124	44	27	structural	structural	ADJ
fcis-32124	44	28	analytical	analytical	ADJ
fcis-32124	44	29	deviation	deviation	NOUN
fcis-32124	44	30	may	may	AUX
fcis-32124	44	31	affect	affect	VERB
fcis-32124	44	32	the	the	DET
fcis-32124	44	33	accuracy	accuracy	NOUN
fcis-32124	44	34	of	of	ADP
fcis-32124	44	35	subsequent	subsequent	ADJ
fcis-32124	44	36	review	review	NOUN
fcis-32124	44	37	and	and	CCONJ
fcis-32124	44	38	judgment	judgment	NOUN
fcis-32124	44	39	.	.	PUNCT
fcis-32124	45	1	from	from	ADP
fcis-32124	45	2	the	the	DET
fcis-32124	45	3	perspective	perspective	NOUN
fcis-32124	45	4	of	of	ADP
fcis-32124	45	5	semantic	semantic	ADJ
fcis-32124	45	6	expression	expression	NOUN
fcis-32124	45	7	,	,	PUNCT
fcis-32124	45	8	intellectual	intellectual	ADJ
fcis-32124	45	9	property	property	NOUN
fcis-32124	45	10	texts	text	NOUN
fcis-32124	45	11	possess	possess	VERB
fcis-32124	45	12	dual	dual	ADJ
fcis-32124	45	13	attributes	attribute	NOUN
fcis-32124	45	14	of	of	ADP
fcis-32124	45	15	both	both	DET
fcis-32124	45	16	technology	technology	NOUN
fcis-32124	45	17	and	and	CCONJ
fcis-32124	45	18	law	law	NOUN
fcis-32124	45	19	.	.	PUNCT
fcis-32124	46	1	the	the	DET
fcis-32124	46	2	patent	patent	NOUN
fcis-32124	46	3	claims	claim	VERB
fcis-32124	46	4	not	not	PART
fcis-32124	46	5	only	only	ADV
fcis-32124	46	6	contain	contain	VERB
fcis-32124	46	7	the	the	DET
fcis-32124	46	8	technical	technical	ADJ
fcis-32124	46	9	description	description	NOUN
fcis-32124	46	10	of	of	ADP
fcis-32124	46	11	"	"	PUNCT
fcis-32124	46	12	technical	technical	ADJ
fcis-32124	46	13	features	feature	NOUN
fcis-32124	46	14	+	+	CCONJ
fcis-32124	46	15	connection	connection	NOUN
fcis-32124	46	16	relationship	relationship	NOUN
fcis-32124	46	17	"	"	PUNCT
fcis-32124	46	18	,	,	PUNCT
fcis-32124	46	19	but	but	CCONJ
fcis-32124	46	20	also	also	ADV
fcis-32124	46	21	imply	imply	VERB
fcis-32124	46	22	legal	legal	ADJ
fcis-32124	46	23	judgment	judgment	NOUN
fcis-32124	46	24	bases	basis	NOUN
fcis-32124	46	25	such	such	ADJ
fcis-32124	46	26	as	as	ADP
fcis-32124	46	27	"	"	PUNCT
fcis-32124	46	28	novelty	novelty	NOUN
fcis-32124	46	29	"	"	PUNCT
fcis-32124	46	30	and	and	CCONJ
fcis-32124	46	31	"	"	PUNCT
fcis-32124	46	32	inventiveness	inventiveness	NOUN
fcis-32124	46	33	"	"	PUNCT
fcis-32124	46	34	.	.	PUNCT
fcis-32124	47	1	textual	textual	ADJ
fcis-32124	47	2	evidence	evidence	NOUN
fcis-32124	47	3	in	in	ADP
fcis-32124	47	4	copyright	copyright	NOUN
fcis-32124	47	5	infringement	infringement	NOUN
fcis-32124	47	6	disputes	dispute	NOUN
fcis-32124	47	7	must	must	AUX
fcis-32124	47	8	simultaneously	simultaneously	ADV
fcis-32124	47	9	meet	meet	VERB
fcis-32124	47	10	the	the	DET
fcis-32124	47	11	legal	legal	ADJ
fcis-32124	47	12	requirements	requirement	NOUN
fcis-32124	47	13	of	of	ADP
fcis-32124	47	14	"	"	PUNCT
fcis-32124	47	15	similarity	similarity	NOUN
fcis-32124	47	16	in	in	ADP
fcis-32124	47	17	expression	expression	NOUN
fcis-32124	47	18	"	"	PUNCT
fcis-32124	47	19	and	and	CCONJ
fcis-32124	47	20	"	"	PUNCT
fcis-32124	47	21	substantial	substantial	ADJ
fcis-32124	47	22	contact	contact	NOUN
fcis-32124	47	23	"	"	PUNCT
fcis-32124	47	24	.	.	PUNCT
fcis-32124	48	1	this	this	DET
fcis-32124	48	2	dual	dual	ADJ
fcis-32124	48	3	attribute	attribute	NOUN
fcis-32124	48	4	requires	require	VERB
fcis-32124	48	5	that	that	SCONJ
fcis-32124	48	6	nlp	nlp	NOUN
fcis-32124	48	7	technology	technology	NOUN
fcis-32124	48	8	not	not	PART
fcis-32124	48	9	only	only	ADV
fcis-32124	48	10	accurately	accurately	ADV
fcis-32124	48	11	parse	parse	VERB
fcis-32124	48	12	technical	technical	ADJ
fcis-32124	48	13	semantics	semantic	NOUN
fcis-32124	48	14	and	and	CCONJ
fcis-32124	48	15	understand	understand	VERB
fcis-32124	48	16	the	the	DET
fcis-32124	48	17	core	core	ADJ
fcis-32124	48	18	logic	logic	NOUN
fcis-32124	48	19	of	of	ADP
fcis-32124	48	20	technical	technical	ADJ
fcis-32124	48	21	solutions	solution	NOUN
fcis-32124	48	22	,	,	PUNCT
fcis-32124	48	23	but	but	CCONJ
fcis-32124	48	24	also	also	ADV
fcis-32124	48	25	effectively	effectively	ADV
fcis-32124	48	26	map	map	VERB
fcis-32124	48	27	technical	technical	ADJ
fcis-32124	48	28	information	information	NOUN
fcis-32124	48	29	with	with	ADP
fcis-32124	48	30	legal	legal	ADJ
fcis-32124	48	31	concepts	concept	NOUN
fcis-32124	48	32	,	,	PUNCT
fcis-32124	48	33	providing	provide	VERB
fcis-32124	48	34	semantic	semantic	ADJ
fcis-32124	48	35	support	support	NOUN
fcis-32124	48	36	for	for	ADP
fcis-32124	48	37	legal	legal	ADJ
fcis-32124	48	38	judgments	judgment	NOUN
fcis-32124	48	39	.	.	PUNCT
fcis-32124	49	1	from	from	ADP
fcis-32124	49	2	the	the	DET
fcis-32124	49	3	perspective	perspective	NOUN
fcis-32124	49	4	of	of	ADP
fcis-32124	49	5	the	the	DET
fcis-32124	49	6	terminology	terminology	NOUN
fcis-32124	49	7	system	system	NOUN
fcis-32124	49	8	,	,	PUNCT
fcis-32124	49	9	the	the	DET
fcis-32124	49	10	professional	professional	ADJ
fcis-32124	49	11	and	and	CCONJ
fcis-32124	49	12	dynamic	dynamic	ADJ
fcis-32124	49	13	characteristics	characteristic	NOUN
fcis-32124	49	14	of	of	ADP
fcis-32124	49	15	intellectual	intellectual	ADJ
fcis-32124	49	16	property	property	NOUN
fcis-32124	49	17	texts	text	NOUN
fcis-32124	49	18	are	be	AUX
fcis-32124	49	19	prominent	prominent	ADJ
fcis-32124	49	20	.	.	PUNCT
fcis-32124	50	1	professional	professional	ADJ
fcis-32124	50	2	terms	term	NOUN
fcis-32124	50	3	from	from	ADP
fcis-32124	50	4	various	various	ADJ
fcis-32124	50	5	technical	technical	ADJ
fcis-32124	50	6	fields	field	NOUN
fcis-32124	50	7	form	form	VERB
fcis-32124	50	8	the	the	DET
fcis-32124	50	9	semantic	semantic	ADJ
fcis-32124	50	10	core	core	NOUN
fcis-32124	50	11	of	of	ADP
fcis-32124	50	12	the	the	DET
fcis-32124	50	13	text	text	NOUN
fcis-32124	50	14	,	,	PUNCT
fcis-32124	50	15	such	such	ADJ
fcis-32124	50	16	as	as	ADP
fcis-32124	50	17	"	"	PUNCT
fcis-32124	50	18	federated	federated	ADJ
fcis-32124	50	19	learning	learning	NOUN
fcis-32124	50	20	"	"	PUNCT
fcis-32124	50	21	and	and	CCONJ
fcis-32124	50	22	"	"	PUNCT
fcis-32124	50	23	prompt	prompt	ADJ
fcis-32124	50	24	engineering	engineering	NOUN
fcis-32124	50	25	"	"	PUNCT
fcis-32124	50	26	in	in	ADP
fcis-32124	50	27	the	the	DET
fcis-32124	50	28	field	field	NOUN
fcis-32124	50	29	of	of	ADP
fcis-32124	50	30	artificial	artificial	ADJ
fcis-32124	50	31	intelligence	intelligence	NOUN
fcis-32124	50	32	,	,	PUNCT
fcis-32124	50	33	and	and	CCONJ
fcis-32124	50	34	"	"	PUNCT
fcis-32124	50	35	monoclonal	monoclonal	NOUN
fcis-32124	50	36	antibody	antibody	NOUN
fcis-32124	50	37	"	"	PUNCT
fcis-32124	50	38	and	and	CCONJ
fcis-32124	50	39	"	"	PUNCT
fcis-32124	50	40	gene	gene	NOUN
fcis-32124	50	41	editing	editing	NOUN
fcis-32124	50	42	"	"	PUNCT
fcis-32124	50	43	in	in	ADP
fcis-32124	50	44	the	the	DET
fcis-32124	50	45	field	field	NOUN
fcis-32124	50	46	of	of	ADP
fcis-32124	50	47	biomedicine	biomedicine	NOUN
fcis-32124	50	48	,	,	PUNCT
fcis-32124	50	49	etc	etc	X
fcis-32124	50	50	.	.	X
fcis-32124	51	1	meanwhile	meanwhile	ADV
fcis-32124	51	2	,	,	PUNCT
fcis-32124	51	3	the	the	DET
fcis-32124	51	4	rapid	rapid	ADJ
fcis-32124	51	5	iteration	iteration	NOUN
fcis-32124	51	6	of	of	ADP
fcis-32124	51	7	emerging	emerge	VERB
fcis-32124	51	8	technologies	technology	NOUN
fcis-32124	51	9	has	have	AUX
fcis-32124	51	10	continuously	continuously	ADV
fcis-32124	51	11	expanded	expand	VERB
fcis-32124	51	12	the	the	DET
fcis-32124	51	13	terminology	terminology	NOUN
fcis-32124	51	14	system	system	NOUN
fcis-32124	51	15	.	.	PUNCT
fcis-32124	52	1	new	new	ADJ
fcis-32124	52	2	terms	term	NOUN
fcis-32124	52	3	such	such	ADJ
fcis-32124	52	4	as	as	ADP
fcis-32124	52	5	"	"	PUNCT
fcis-32124	52	6	digital	digital	ADJ
fcis-32124	52	7	twin	twin	ADJ
fcis-32124	52	8	copyright	copyright	NOUN
fcis-32124	52	9	"	"	PUNCT
fcis-32124	52	10	and	and	CCONJ
fcis-32124	52	11	"	"	PUNCT
fcis-32124	52	12	nft	nft	PROPN
fcis-32124	52	13	rights	rights	PROPN
fcis-32124	52	14	confirmation	confirmation	NOUN
fcis-32124	52	15	"	"	PUNCT
fcis-32124	52	16	in	in	ADP
fcis-32124	52	17	the	the	DET
fcis-32124	52	18	metaverse	metaverse	NOUN
fcis-32124	52	19	field	field	NOUN
fcis-32124	52	20	frequently	frequently	ADV
fcis-32124	52	21	appear	appear	VERB
fcis-32124	52	22	in	in	ADP
fcis-32124	52	23	review	review	NOUN
fcis-32124	52	24	scenarios	scenario	NOUN
fcis-32124	52	25	,	,	PUNCT
fcis-32124	52	26	which	which	PRON
fcis-32124	52	27	poses	pose	VERB
fcis-32124	52	28	a	a	DET
fcis-32124	52	29	continuous	continuous	ADJ
fcis-32124	52	30	challenge	challenge	NOUN
fcis-32124	52	31	to	to	ADP
fcis-32124	52	32	the	the	DET
fcis-32124	52	33	terminology	terminology	NOUN
fcis-32124	52	34	adaptation	adaptation	NOUN
fcis-32124	52	35	ability	ability	NOUN
fcis-32124	52	36	of	of	ADP
fcis-32124	52	37	nlp	nlp	ADJ
fcis-32124	52	38	technology	technology	NOUN
fcis-32124	52	39	and	and	CCONJ
fcis-32124	52	40	requires	require	VERB
fcis-32124	52	41	the	the	DET
fcis-32124	52	42	technology	technology	NOUN
fcis-32124	52	43	to	to	PART
fcis-32124	52	44	have	have	VERB
fcis-32124	52	45	the	the	DET
fcis-32124	52	46	ability	ability	NOUN
fcis-32124	52	47	to	to	PART
fcis-32124	52	48	update	update	VERB
fcis-32124	52	49	dynamically	dynamically	ADV
fcis-32124	52	50	and	and	CCONJ
fcis-32124	52	51	learn	learn	VERB
fcis-32124	52	52	quickly	quickly	ADV
fcis-32124	52	53	.	.	PUNCT
fcis-32124	53	1	2.2	2.2	NUM
fcis-32124	53	2	.	.	PUNCT
fcis-32124	53	3	nlp	nlp	PROPN
fcis-32124	53	4	technology	technology	NOUN
fcis-32124	53	5	requirements	requirement	NOUN
fcis-32124	53	6	for	for	ADP
fcis-32124	53	7	different	different	ADJ
fcis-32124	53	8	review	review	NOUN
fcis-32124	53	9	scenarios	scenario	VERB
fcis-32124	53	10	different	different	ADJ
fcis-32124	53	11	types	type	NOUN
fcis-32124	53	12	of	of	ADP
fcis-32124	53	13	intellectual	intellectual	ADJ
fcis-32124	53	14	property	property	NOUN
fcis-32124	53	15	examination	examination	NOUN
fcis-32124	53	16	scenarios	scenario	NOUN
fcis-32124	53	17	have	have	VERB
fcis-32124	53	18	different	different	ADJ
fcis-32124	53	19	focuses	focus	NOUN
fcis-32124	53	20	on	on	ADP
fcis-32124	53	21	the	the	DET
fcis-32124	53	22	demand	demand	NOUN
fcis-32124	53	23	for	for	ADP
fcis-32124	53	24	nlp	nlp	NOUN
fcis-32124	53	25	technology	technology	NOUN
fcis-32124	53	26	.	.	PUNCT
fcis-32124	54	1	this	this	DET
fcis-32124	54	2	difference	difference	NOUN
fcis-32124	54	3	stems	stem	VERB
fcis-32124	54	4	from	from	ADP
fcis-32124	54	5	the	the	DET
fcis-32124	54	6	variations	variation	NOUN
fcis-32124	54	7	in	in	ADP
fcis-32124	54	8	the	the	DET
fcis-32124	54	9	examination	examination	NOUN
fcis-32124	54	10	objectives	objective	NOUN
fcis-32124	54	11	and	and	CCONJ
fcis-32124	54	12	text	text	NOUN
fcis-32124	54	13	features	feature	NOUN
fcis-32124	54	14	of	of	ADP
fcis-32124	54	15	the	the	DET
fcis-32124	54	16	scenarios	scenario	NOUN
fcis-32124	54	17	themselves	themselves	PRON
fcis-32124	54	18	.	.	PUNCT
fcis-32124	55	1	the	the	DET
fcis-32124	55	2	core	core	NOUN
fcis-32124	55	3	demands	demand	NOUN
fcis-32124	55	4	of	of	ADP
fcis-32124	55	5	the	the	DET
fcis-32124	55	6	patent	patent	NOUN
fcis-32124	55	7	examination	examination	NOUN
fcis-32124	55	8	scenario	scenario	NOUN
fcis-32124	55	9	are	be	AUX
fcis-32124	55	10	concentrated	concentrate	VERB
fcis-32124	55	11	in	in	ADP
fcis-32124	55	12	three	three	NUM
fcis-32124	55	13	aspects	aspect	NOUN
fcis-32124	55	14	:	:	PUNCT
fcis-32124	55	15	structured	structured	ADJ
fcis-32124	55	16	extraction	extraction	NOUN
fcis-32124	55	17	of	of	ADP
fcis-32124	55	18	technical	technical	ADJ
fcis-32124	55	19	features	feature	NOUN
fcis-32124	55	20	is	be	AUX
fcis-32124	55	21	the	the	DET
fcis-32124	55	22	foundation	foundation	NOUN
fcis-32124	55	23	.	.	PUNCT
fcis-32124	56	1	it	it	PRON
fcis-32124	56	2	is	be	AUX
fcis-32124	56	3	necessary	necessary	ADJ
fcis-32124	56	4	to	to	PART
fcis-32124	56	5	precisely	precisely	ADV
fcis-32124	56	6	identify	identify	VERB
fcis-32124	56	7	technical	technical	ADJ
fcis-32124	56	8	elements	element	NOUN
fcis-32124	56	9	,	,	PUNCT
fcis-32124	56	10	connection	connection	NOUN
fcis-32124	56	11	relationships	relationship	NOUN
fcis-32124	56	12	and	and	CCONJ
fcis-32124	56	13	functional	functional	ADJ
fcis-32124	56	14	effects	effect	NOUN
fcis-32124	56	15	from	from	ADP
fcis-32124	56	16	the	the	DET
fcis-32124	56	17	claims	claim	NOUN
fcis-32124	56	18	and	and	CCONJ
fcis-32124	56	19	the	the	DET
fcis-32124	56	20	specification	specification	NOUN
fcis-32124	56	21	,	,	PUNCT
fcis-32124	56	22	and	and	CCONJ
fcis-32124	56	23	form	form	VERB
fcis-32124	56	24	clear	clear	ADJ
fcis-32124	56	25	structured	structured	ADJ
fcis-32124	56	26	semantic	semantic	ADJ
fcis-32124	56	27	units	unit	NOUN
fcis-32124	56	28	.	.	PUNCT
fcis-32124	57	1	the	the	DET
fcis-32124	57	2	retrieval	retrieval	NOUN
fcis-32124	57	3	of	of	ADP
fcis-32124	57	4	existing	exist	VERB
fcis-32124	57	5	technologies	technology	NOUN
fcis-32124	57	6	is	be	AUX
fcis-32124	57	7	crucial	crucial	ADJ
fcis-32124	57	8	.	.	PUNCT
fcis-32124	58	1	it	it	PRON
fcis-32124	58	2	is	be	AUX
fcis-32124	58	3	necessary	necessary	ADJ
fcis-32124	58	4	to	to	PART
fcis-32124	58	5	achieve	achieve	VERB
fcis-32124	58	6	cross	cross	ADJ
fcis-32124	58	7	-	-	ADJ
fcis-32124	58	8	database	database	ADJ
fcis-32124	58	9	matching	matching	NOUN
fcis-32124	58	10	of	of	ADP
fcis-32124	58	11	similar	similar	ADJ
fcis-32124	58	12	technical	technical	ADJ
fcis-32124	58	13	solutions	solution	NOUN
fcis-32124	58	14	based	base	VERB
fcis-32124	58	15	on	on	ADP
fcis-32124	58	16	deep	deep	ADJ
fcis-32124	58	17	semantic	semantic	ADJ
fcis-32124	58	18	understanding	understanding	NOUN
fcis-32124	58	19	.	.	PUNCT
fcis-32124	59	1	the	the	DET
fcis-32124	59	2	idea	idea	NOUN
fcis-32124	59	3	of	of	ADP
fcis-32124	59	4	the	the	DET
fcis-32124	59	5	incopat	incopat	ADJ
fcis-32124	59	6	system	system	NOUN
fcis-32124	59	7	to	to	PART
fcis-32124	59	8	precisely	precisely	ADV
fcis-32124	59	9	compare	compare	VERB
fcis-32124	59	10	global	global	ADJ
fcis-32124	59	11	patents	patent	NOUN
fcis-32124	59	12	through	through	ADP
fcis-32124	59	13	the	the	DET
fcis-32124	59	14	dna	dna	PROPN
fcis-32124	59	15	map	map	NOUN
fcis-32124	59	16	of	of	ADP
fcis-32124	59	17	technical	technical	ADJ
fcis-32124	59	18	features	feature	NOUN
fcis-32124	59	19	is	be	AUX
fcis-32124	59	20	a	a	DET
fcis-32124	59	21	typical	typical	ADJ
fcis-32124	59	22	implementation	implementation	NOUN
fcis-32124	59	23	of	of	ADP
fcis-32124	59	24	this	this	DET
fcis-32124	59	25	demand	demand	NOUN
fcis-32124	59	26	.	.	PUNCT
fcis-32124	60	1	the	the	DET
fcis-32124	60	2	determination	determination	NOUN
fcis-32124	60	3	of	of	ADP
fcis-32124	60	4	legal	legal	ADJ
fcis-32124	60	5	elements	element	NOUN
fcis-32124	60	6	is	be	AUX
fcis-32124	60	7	the	the	DET
fcis-32124	60	8	core	core	NOUN
fcis-32124	60	9	.	.	PUNCT
fcis-32124	61	1	it	it	PRON
fcis-32124	61	2	is	be	AUX
fcis-32124	61	3	necessary	necessary	ADJ
fcis-32124	61	4	to	to	PART
fcis-32124	61	5	semantically	semantically	ADV
fcis-32124	61	6	associate	associate	VERB
fcis-32124	61	7	the	the	DET
fcis-32124	61	8	extracted	extract	VERB
fcis-32124	61	9	technical	technical	ADJ
fcis-32124	61	10	features	feature	NOUN
fcis-32124	61	11	with	with	ADP
fcis-32124	61	12	legal	legal	ADJ
fcis-32124	61	13	standards	standard	NOUN
fcis-32124	61	14	such	such	ADJ
fcis-32124	61	15	as	as	ADP
fcis-32124	61	16	"	"	PUNCT
fcis-32124	61	17	novelty	novelty	NOUN
fcis-32124	61	18	"	"	PUNCT
fcis-32124	61	19	and	and	CCONJ
fcis-32124	61	20	"	"	PUNCT
fcis-32124	61	21	inventiveness	inventiveness	NOUN
fcis-32124	61	22	"	"	PUNCT
fcis-32124	61	23	to	to	PART
fcis-32124	61	24	assist	assist	VERB
fcis-32124	61	25	examiners	examiner	NOUN
fcis-32124	61	26	in	in	ADP
fcis-32124	61	27	making	make	VERB
fcis-32124	61	28	compliant	compliant	ADJ
fcis-32124	61	29	and	and	CCONJ
fcis-32124	61	30	accurate	accurate	ADJ
fcis-32124	61	31	decisions	decision	NOUN
fcis-32124	61	32	.	.	PUNCT
fcis-32124	62	1	the	the	DET
fcis-32124	62	2	key	key	ADJ
fcis-32124	62	3	demands	demand	NOUN
fcis-32124	62	4	in	in	ADP
fcis-32124	62	5	the	the	DET
fcis-32124	62	6	trademark	trademark	NOUN
fcis-32124	62	7	examination	examination	NOUN
fcis-32124	62	8	scenario	scenario	NOUN
fcis-32124	62	9	revolve	revolve	NOUN
fcis-32124	62	10	around	around	ADP
fcis-32124	62	11	cross	cross	ADJ
fcis-32124	62	12	-	-	ADJ
fcis-32124	62	13	modal	modal	ADJ
fcis-32124	62	14	integration	integration	NOUN
fcis-32124	62	15	and	and	CCONJ
fcis-32124	62	16	semantic	semantic	ADJ
fcis-32124	62	17	determination	determination	NOUN
fcis-32124	62	18	.	.	PUNCT
fcis-32124	63	1	trademark	trademark	NOUN
fcis-32124	63	2	examination	examination	NOUN
fcis-32124	63	3	often	often	ADV
fcis-32124	63	4	requires	require	VERB
fcis-32124	63	5	the	the	DET
fcis-32124	63	6	simultaneous	simultaneous	ADJ
fcis-32124	63	7	processing	processing	NOUN
fcis-32124	63	8	of	of	ADP
fcis-32124	63	9	text	text	NOUN
fcis-32124	63	10	identifiers	identifier	NOUN
fcis-32124	63	11	and	and	CCONJ
fcis-32124	63	12	graphic	graphic	ADJ
fcis-32124	63	13	elements	element	NOUN
fcis-32124	63	14	,	,	PUNCT
fcis-32124	63	15	which	which	PRON
fcis-32124	63	16	demands	demand	VERB
fcis-32124	63	17	that	that	SCONJ
fcis-32124	63	18	nlp	nlp	ADJ
fcis-32124	63	19	technology	technology	NOUN
fcis-32124	63	20	achieve	achieve	VERB
fcis-32124	63	21	crossmodal	crossmodal	ADJ
fcis-32124	63	22	semantic	semantic	ADJ
fcis-32124	63	23	fusion	fusion	NOUN
fcis-32124	63	24	of	of	ADP
fcis-32124	63	25	text	text	NOUN
fcis-32124	63	26	and	and	CCONJ
fcis-32124	63	27	graphics	graphic	NOUN
fcis-32124	63	28	,	,	PUNCT
fcis-32124	63	29	accurately	accurately	ADV
fcis-32124	63	30	capturing	capture	VERB
fcis-32124	63	31	the	the	DET
fcis-32124	63	32	correlation	correlation	NOUN
fcis-32124	63	33	between	between	ADP
fcis-32124	63	34	the	the	DET
fcis-32124	63	35	two	two	NUM
fcis-32124	63	36	.	.	PUNCT
fcis-32124	64	1	the	the	DET
fcis-32124	64	2	automatic	automatic	ADJ
fcis-32124	64	3	determination	determination	NOUN
fcis-32124	64	4	of	of	ADP
fcis-32124	64	5	similar	similar	ADJ
fcis-32124	64	6	goods	good	NOUN
fcis-32124	64	7	/	/	SYM
fcis-32124	64	8	services	service	NOUN
fcis-32124	64	9	requires	require	VERB
fcis-32124	64	10	that	that	SCONJ
fcis-32124	64	11	the	the	DET
fcis-32124	64	12	technology	technology	NOUN
fcis-32124	64	13	be	be	AUX
fcis-32124	64	14	able	able	ADJ
fcis-32124	64	15	to	to	PART
fcis-32124	64	16	match	match	VERB
fcis-32124	64	17	the	the	DET
fcis-32124	64	18	standard	standard	ADJ
fcis-32124	64	19	expressions	expression	NOUN
fcis-32124	64	20	in	in	ADP
fcis-32124	64	21	the	the	DET
fcis-32124	64	22	"	"	PUNCT
fcis-32124	64	23	classification	classification	NOUN
fcis-32124	64	24	table	table	NOUN
fcis-32124	64	25	of	of	ADP
fcis-32124	64	26	similar	similar	ADJ
fcis-32124	64	27	goods	good	NOUN
fcis-32124	64	28	and	and	CCONJ
fcis-32124	64	29	services	service	NOUN
fcis-32124	64	30	"	"	PUNCT
fcis-32124	64	31	based	base	VERB
fcis-32124	64	32	on	on	ADP
fcis-32124	64	33	text	text	NOUN
fcis-32124	64	34	semantics	semantic	NOUN
fcis-32124	64	35	.	.	PUNCT
fcis-32124	65	1	the	the	DET
fcis-32124	65	2	semantic	semantic	ADJ
fcis-32124	65	3	analysis	analysis	NOUN
fcis-32124	65	4	of	of	ADP
fcis-32124	65	5	trademark	trademark	NOUN
fcis-32124	65	6	distinctiveness	distinctiveness	NOUN
fcis-32124	65	7	requires	require	VERB
fcis-32124	65	8	mining	mine	VERB
fcis-32124	65	9	from	from	ADP
fcis-32124	65	10	the	the	DET
fcis-32124	65	11	text	text	NOUN
fcis-32124	65	12	whether	whether	SCONJ
fcis-32124	65	13	the	the	DET
fcis-32124	65	14	mark	mark	NOUN
fcis-32124	65	15	has	have	VERB
fcis-32124	65	16	the	the	DET
fcis-32124	65	17	core	core	NOUN
fcis-32124	65	18	function	function	NOUN
fcis-32124	65	19	of	of	ADP
fcis-32124	65	20	"	"	PUNCT
fcis-32124	65	21	distinguishing	distinguish	VERB
fcis-32124	65	22	the	the	DET
fcis-32124	65	23	source	source	NOUN
fcis-32124	65	24	of	of	ADP
fcis-32124	65	25	goods	good	NOUN
fcis-32124	65	26	"	"	PUNCT
fcis-32124	65	27	to	to	PART
fcis-32124	65	28	avoid	avoid	VERB
fcis-32124	65	29	conflicts	conflict	NOUN
fcis-32124	65	30	with	with	ADP
fcis-32124	65	31	prior	prior	ADJ
fcis-32124	65	32	rights	right	NOUN
fcis-32124	65	33	.	.	PUNCT
fcis-32124	66	1	when	when	SCONJ
fcis-32124	66	2	handling	handle	VERB
fcis-32124	66	3	trademark	trademark	NOUN
fcis-32124	66	4	conflict	conflict	NOUN
fcis-32124	66	5	reviews	review	NOUN
fcis-32124	66	6	,	,	PUNCT
fcis-32124	66	7	the	the	DET
fcis-32124	66	8	"	"	PUNCT
fcis-32124	66	9	copyright	copyright	NOUN
fcis-32124	66	10	ai	ai	VERB
fcis-32124	66	11	intelligent	intelligent	ADJ
fcis-32124	66	12	review	review	NOUN
fcis-32124	66	13	"	"	PUNCT
fcis-32124	66	14	system	system	NOUN
fcis-32124	66	15	in	in	ADP
fcis-32124	66	16	keqiao	keqiao	NOUN
fcis-32124	66	17	needs	need	NOUN
fcis-32124	66	18	to	to	PART
fcis-32124	66	19	meet	meet	VERB
fcis-32124	66	20	these	these	DET
fcis-32124	66	21	technical	technical	ADJ
fcis-32124	66	22	requirements	requirement	NOUN
fcis-32124	66	23	simultaneously[8	simultaneously[8	NOUN
fcis-32124	66	24	]	]	PUNCT
fcis-32124	66	25	.	.	PUNCT
fcis-32124	67	1	the	the	DET
fcis-32124	67	2	core	core	NOUN
fcis-32124	67	3	demands	demand	NOUN
fcis-32124	67	4	of	of	ADP
fcis-32124	67	5	the	the	DET
fcis-32124	67	6	copyright	copyright	NOUN
fcis-32124	67	7	review	review	NOUN
fcis-32124	67	8	scenario	scenario	NOUN
fcis-32124	67	9	focus	focus	VERB
fcis-32124	67	10	on	on	ADP
fcis-32124	67	11	originality	originality	NOUN
fcis-32124	67	12	determination	determination	NOUN
fcis-32124	67	13	and	and	CCONJ
fcis-32124	67	14	infringement	infringement	NOUN
fcis-32124	67	15	detection	detection	NOUN
fcis-32124	67	16	.	.	PUNCT
fcis-32124	68	1	originality	originality	NOUN
fcis-32124	68	2	determination	determination	NOUN
fcis-32124	68	3	requires	require	VERB
fcis-32124	68	4	the	the	DET
fcis-32124	68	5	identification	identification	NOUN
fcis-32124	68	6	of	of	ADP
fcis-32124	68	7	"	"	PUNCT
fcis-32124	68	8	substantial	substantial	ADJ
fcis-32124	68	9	similarity	similarity	NOUN
fcis-32124	68	10	"	"	PUNCT
fcis-32124	68	11	through	through	ADP
fcis-32124	68	12	text	text	NOUN
fcis-32124	68	13	semantic	semantic	ADJ
fcis-32124	68	14	comparison	comparison	NOUN
fcis-32124	68	15	to	to	PART
fcis-32124	68	16	distinguish	distinguish	VERB
fcis-32124	68	17	the	the	DET
fcis-32124	68	18	boundary	boundary	NOUN
fcis-32124	68	19	between	between	ADP
fcis-32124	68	20	ideas	idea	NOUN
fcis-32124	68	21	and	and	CCONJ
fcis-32124	68	22	expressions	expression	NOUN
fcis-32124	68	23	.	.	PUNCT
fcis-32124	69	1	infringement	infringement	NOUN
fcis-32124	69	2	detection	detection	NOUN
fcis-32124	69	3	needs	need	VERB
fcis-32124	69	4	to	to	PART
fcis-32124	69	5	combine	combine	VERB
fcis-32124	69	6	metadata	metadata	NOUN
fcis-32124	69	7	such	such	ADJ
fcis-32124	69	8	as	as	ADP
fcis-32124	69	9	timestamps	timestamp	NOUN
fcis-32124	69	10	to	to	PART
fcis-32124	69	11	trace	trace	VERB
fcis-32124	69	12	the	the	DET
fcis-32124	69	13	creation	creation	NOUN
fcis-32124	69	14	sequence	sequence	NOUN
fcis-32124	69	15	and	and	CCONJ
fcis-32124	69	16	determine	determine	VERB
fcis-32124	69	17	whether	whether	SCONJ
fcis-32124	69	18	there	there	PRON
fcis-32124	69	19	is	be	VERB
fcis-32124	69	20	a	a	DET
fcis-32124	69	21	possibility	possibility	NOUN
fcis-32124	69	22	of	of	ADP
fcis-32124	69	23	"	"	PUNCT
fcis-32124	69	24	substantial	substantial	ADJ
fcis-32124	69	25	contact	contact	NOUN
fcis-32124	69	26	"	"	PUNCT
fcis-32124	69	27	.	.	PUNCT
fcis-32124	70	1	the	the	DET
fcis-32124	70	2	36	36	NUM
fcis-32124	70	3	relevant	relevant	ADJ
fcis-32124	70	4	system	system	NOUN
fcis-32124	70	5	of	of	ADP
fcis-32124	70	6	the	the	DET
fcis-32124	70	7	keqiao	keqiao	NOUN
fcis-32124	70	8	court	court	NOUN
fcis-32124	70	9	has	have	AUX
fcis-32124	70	10	successfully	successfully	ADV
fcis-32124	70	11	resolved	resolve	VERB
fcis-32124	70	12	multiple	multiple	ADJ
fcis-32124	70	13	copyright	copyright	NOUN
fcis-32124	70	14	ownership	ownership	NOUN
fcis-32124	70	15	disputes	dispute	NOUN
fcis-32124	70	16	by	by	ADP
fcis-32124	70	17	analyzing	analyze	VERB
fcis-32124	70	18	the	the	DET
fcis-32124	70	19	publication	publication	NOUN
fcis-32124	70	20	time	time	NOUN
fcis-32124	70	21	and	and	CCONJ
fcis-32124	70	22	content	content	NOUN
fcis-32124	70	23	features	feature	NOUN
fcis-32124	70	24	in	in	ADP
fcis-32124	70	25	web	web	NOUN
fcis-32124	70	26	page	page	NOUN
fcis-32124	70	27	texts	text	NOUN
fcis-32124	70	28	through	through	ADP
fcis-32124	70	29	nlp	nlp	NOUN
fcis-32124	70	30	technology	technology	NOUN
fcis-32124	70	31	.	.	PUNCT
fcis-32124	71	1	this	this	DET
fcis-32124	71	2	practice	practice	NOUN
fcis-32124	71	3	also	also	ADV
fcis-32124	71	4	confirms	confirm	VERB
fcis-32124	71	5	the	the	DET
fcis-32124	71	6	core	core	NOUN
fcis-32124	71	7	direction	direction	NOUN
fcis-32124	71	8	of	of	ADP
fcis-32124	71	9	the	the	DET
fcis-32124	71	10	demand	demand	NOUN
fcis-32124	71	11	for	for	ADP
fcis-32124	71	12	nlp	nlp	ADJ
fcis-32124	71	13	technology	technology	NOUN
fcis-32124	71	14	in	in	ADP
fcis-32124	71	15	the	the	DET
fcis-32124	71	16	copyright	copyright	NOUN
fcis-32124	71	17	review	review	NOUN
fcis-32124	71	18	scenario[9	scenario[9	ADV
fcis-32124	71	19	]	]	PUNCT
fcis-32124	71	20	.	.	PUNCT
fcis-32124	72	1	as	as	SCONJ
fcis-32124	72	2	shown	show	VERB
fcis-32124	72	3	in	in	ADP
fcis-32124	72	4	table	table	NOUN
fcis-32124	72	5	1	1	NUM
fcis-32124	72	6	,	,	PUNCT
fcis-32124	72	7	the	the	DET
fcis-32124	72	8	main	main	ADJ
fcis-32124	72	9	scenarios	scenario	NOUN
fcis-32124	72	10	for	for	ADP
fcis-32124	72	11	the	the	DET
fcis-32124	72	12	review	review	NOUN
fcis-32124	72	13	of	of	ADP
fcis-32124	72	14	intellectual	intellectual	ADJ
fcis-32124	72	15	property	property	NOUN
fcis-32124	72	16	texts	text	NOUN
fcis-32124	72	17	and	and	CCONJ
fcis-32124	72	18	the	the	DET
fcis-32124	72	19	corresponding	correspond	VERB
fcis-32124	72	20	nlp	nlp	NOUN
fcis-32124	72	21	technical	technical	ADJ
fcis-32124	72	22	requirements	requirement	NOUN
fcis-32124	72	23	are	be	AUX
fcis-32124	72	24	listed	list	VERB
fcis-32124	72	25	.	.	PUNCT
fcis-32124	73	1	table	table	NOUN
fcis-32124	73	2	1	1	NUM
fcis-32124	73	3	.	.	PUNCT
fcis-32124	74	1	the	the	DET
fcis-32124	74	2	main	main	ADJ
fcis-32124	74	3	scenarios	scenario	NOUN
fcis-32124	74	4	of	of	ADP
fcis-32124	74	5	intellectual	intellectual	ADJ
fcis-32124	74	6	property	property	NOUN
fcis-32124	74	7	text	text	NOUN
fcis-32124	74	8	review	review	NOUN
fcis-32124	74	9	and	and	CCONJ
fcis-32124	74	10	the	the	DET
fcis-32124	74	11	corresponding	correspond	VERB
fcis-32124	74	12	nlp	nlp	NOUN
fcis-32124	74	13	technical	technical	ADJ
fcis-32124	74	14	requirements	requirement	NOUN
fcis-32124	74	15	review	review	VERB
fcis-32124	74	16	scenarios	scenario	NOUN
fcis-32124	74	17	core	core	ADJ
fcis-32124	74	18	nlp	nlp	NOUN
fcis-32124	74	19	technology	technology	NOUN
fcis-32124	74	20	requirements	requirement	VERB
fcis-32124	74	21	application	application	NOUN
fcis-32124	74	22	value	value	NOUN
fcis-32124	74	23	(	(	PUNCT
fcis-32124	74	24	commonality	commonality	NOUN
fcis-32124	74	25	)	)	PUNCT
fcis-32124	74	26	patent	patent	NOUN
fcis-32124	74	27	examination	examination	NOUN
fcis-32124	74	28	1.structured	1.structured	NUM
fcis-32124	74	29	extraction	extraction	NOUN
fcis-32124	74	30	of	of	ADP
fcis-32124	74	31	technical	technical	ADJ
fcis-32124	74	32	features	feature	NOUN
fcis-32124	74	33	2.semantic	2.semantic	ADJ
fcis-32124	74	34	retrieval	retrieval	NOUN
fcis-32124	74	35	of	of	ADP
fcis-32124	74	36	existing	exist	VERB
fcis-32124	74	37	technologies	technology	NOUN
fcis-32124	74	38	3.semantic	3.semantic	NUM
fcis-32124	74	39	matching	matching	NOUN
fcis-32124	74	40	of	of	ADP
fcis-32124	74	41	legal	legal	ADJ
fcis-32124	74	42	elements	element	NOUN
fcis-32124	74	43	1	1	NUM
fcis-32124	74	44	.	.	PUNCT
fcis-32124	75	1	enhance	enhance	VERB
fcis-32124	75	2	review	review	NOUN
fcis-32124	75	3	efficiency	efficiency	NOUN
fcis-32124	75	4	2	2	NUM
fcis-32124	75	5	.	.	PUNCT
fcis-32124	76	1	ensure	ensure	VERB
fcis-32124	76	2	the	the	DET
fcis-32124	76	3	quality	quality	NOUN
fcis-32124	76	4	of	of	ADP
fcis-32124	76	5	review	review	NOUN
fcis-32124	76	6	3	3	NUM
fcis-32124	76	7	.	.	PUNCT
fcis-32124	76	8	reduce	reduce	VERB
fcis-32124	76	9	labor	labor	NOUN
fcis-32124	76	10	costs	cost	NOUN
fcis-32124	76	11	trademark	trademark	NOUN
fcis-32124	76	12	examination	examination	NOUN
fcis-32124	76	13	1.cross	1.cross	NUM
fcis-32124	76	14	-	-	PUNCT
fcis-32124	76	15	modal	modal	ADJ
fcis-32124	76	16	semantic	semantic	ADJ
fcis-32124	76	17	fusion	fusion	NOUN
fcis-32124	76	18	2.classification	2.classification	NUM
fcis-32124	76	19	determination	determination	NOUN
fcis-32124	76	20	of	of	ADP
fcis-32124	76	21	goods/	goods/	NUM
fcis-32124	76	22	services	service	NOUN
fcis-32124	76	23	3	3	NUM
fcis-32124	76	24	.	.	NOUN
fcis-32124	76	25	significance	significance	NOUN
fcis-32124	76	26	semantic	semantic	ADJ
fcis-32124	76	27	analysis	analysis	NOUN
fcis-32124	76	28	1.enhance	1.enhance	NUM
fcis-32124	76	29	review	review	NOUN
fcis-32124	76	30	efficiency	efficiency	NOUN
fcis-32124	76	31	2	2	NUM
fcis-32124	76	32	.	.	PUNCT
fcis-32124	76	33	ensure	ensure	VERB
fcis-32124	76	34	the	the	DET
fcis-32124	76	35	quality	quality	NOUN
fcis-32124	76	36	of	of	ADP
fcis-32124	76	37	review	review	NOUN
fcis-32124	76	38	3	3	NUM
fcis-32124	76	39	.	.	PUNCT
fcis-32124	76	40	reduce	reduce	VERB
fcis-32124	76	41	labor	labor	NOUN
fcis-32124	76	42	costs	cost	NOUN
fcis-32124	76	43	copyright	copyright	NOUN
fcis-32124	76	44	examination	examination	NOUN
fcis-32124	76	45	1.determination	1.determination	NUM
fcis-32124	76	46	of	of	ADP
fcis-32124	76	47	substantial	substantial	ADJ
fcis-32124	76	48	similarity	similarity	NOUN
fcis-32124	76	49	2	2	NUM
fcis-32124	76	50	.	.	PUNCT
fcis-32124	76	51	tracing	trace	VERB
fcis-32124	76	52	the	the	DET
fcis-32124	76	53	origin	origin	NOUN
fcis-32124	76	54	of	of	ADP
fcis-32124	76	55	the	the	DET
fcis-32124	76	56	creative	creative	ADJ
fcis-32124	76	57	sequence	sequence	NOUN
fcis-32124	76	58	3	3	NUM
fcis-32124	76	59	.	.	PUNCT
fcis-32124	76	60	extraction	extraction	NOUN
fcis-32124	76	61	of	of	ADP
fcis-32124	76	62	ownership	ownership	NOUN
fcis-32124	76	63	information	information	NOUN
fcis-32124	76	64	1.enhance	1.enhance	NUM
fcis-32124	76	65	review	review	NOUN
fcis-32124	76	66	efficiency	efficiency	NOUN
fcis-32124	76	67	2	2	NUM
fcis-32124	76	68	.	.	PUNCT
fcis-32124	76	69	ensure	ensure	VERB
fcis-32124	76	70	the	the	DET
fcis-32124	76	71	quality	quality	NOUN
fcis-32124	76	72	of	of	ADP
fcis-32124	76	73	review	review	NOUN
fcis-32124	76	74	3	3	NUM
fcis-32124	76	75	.	.	PUNCT
fcis-32124	76	76	reduce	reduce	VERB
fcis-32124	76	77	labor	labor	NOUN
fcis-32124	76	78	costs	cost	NOUN
fcis-32124	76	79	3	3	NUM
fcis-32124	76	80	.	.	PUNCT
fcis-32124	76	81	key	key	ADJ
fcis-32124	76	82	technological	technological	ADJ
fcis-32124	76	83	breakthroughs	breakthrough	NOUN
fcis-32124	76	84	in	in	ADP
fcis-32124	76	85	natural	natural	ADJ
fcis-32124	76	86	language	language	NOUN
fcis-32124	76	87	processing	processing	NOUN
fcis-32124	76	88	in	in	ADP
fcis-32124	76	89	the	the	DET
fcis-32124	76	90	review	review	NOUN
fcis-32124	76	91	of	of	ADP
fcis-32124	76	92	intellectual	intellectual	ADJ
fcis-32124	76	93	property	property	NOUN
fcis-32124	76	94	texts	text	NOUN
fcis-32124	76	95	3.1	3.1	NUM
fcis-32124	76	96	.	.	PUNCT
fcis-32124	76	97	structured	structure	VERB
fcis-32124	76	98	extraction	extraction	NOUN
fcis-32124	76	99	and	and	CCONJ
fcis-32124	76	100	precise	precise	ADJ
fcis-32124	76	101	analysis	analysis	NOUN
fcis-32124	76	102	of	of	ADP
fcis-32124	76	103	technical	technical	ADJ
fcis-32124	76	104	features	feature	NOUN
fcis-32124	76	105	technical	technical	ADJ
fcis-32124	76	106	feature	feature	NOUN
fcis-32124	76	107	extraction	extraction	NOUN
fcis-32124	76	108	is	be	AUX
fcis-32124	76	109	a	a	DET
fcis-32124	76	110	fundamental	fundamental	ADJ
fcis-32124	76	111	step	step	NOUN
fcis-32124	76	112	in	in	ADP
fcis-32124	76	113	the	the	DET
fcis-32124	76	114	review	review	NOUN
fcis-32124	76	115	of	of	ADP
fcis-32124	76	116	intellectual	intellectual	ADJ
fcis-32124	76	117	property	property	NOUN
fcis-32124	76	118	texts	text	NOUN
fcis-32124	76	119	,	,	PUNCT
fcis-32124	76	120	and	and	CCONJ
fcis-32124	76	121	its	its	PRON
fcis-32124	76	122	accuracy	accuracy	NOUN
fcis-32124	76	123	directly	directly	ADV
fcis-32124	76	124	affects	affect	VERB
fcis-32124	76	125	the	the	DET
fcis-32124	76	126	accuracy	accuracy	NOUN
fcis-32124	76	127	of	of	ADP
fcis-32124	76	128	subsequent	subsequent	ADJ
fcis-32124	76	129	similarity	similarity	NOUN
fcis-32124	76	130	comparisons	comparison	NOUN
fcis-32124	76	131	and	and	CCONJ
fcis-32124	76	132	legal	legal	ADJ
fcis-32124	76	133	judgments	judgment	NOUN
fcis-32124	76	134	.	.	PUNCT
fcis-32124	77	1	traditional	traditional	ADJ
fcis-32124	77	2	keyword	keyword	NOUN
fcis-32124	77	3	extraction	extraction	NOUN
fcis-32124	77	4	methods	method	NOUN
fcis-32124	77	5	are	be	AUX
fcis-32124	77	6	difficult	difficult	ADJ
fcis-32124	77	7	to	to	PART
fcis-32124	77	8	handle	handle	VERB
fcis-32124	77	9	the	the	DET
fcis-32124	77	10	complex	complex	ADJ
fcis-32124	77	11	semantic	semantic	ADJ
fcis-32124	77	12	structure	structure	NOUN
fcis-32124	77	13	of	of	ADP
fcis-32124	77	14	technical	technical	ADJ
fcis-32124	77	15	texts	text	NOUN
fcis-32124	77	16	,	,	PUNCT
fcis-32124	77	17	and	and	CCONJ
fcis-32124	77	18	there	there	PRON
fcis-32124	77	19	is	be	VERB
fcis-32124	77	20	an	an	DET
fcis-32124	77	21	urgent	urgent	ADJ
fcis-32124	77	22	need	need	NOUN
fcis-32124	77	23	to	to	PART
fcis-32124	77	24	transform	transform	VERB
fcis-32124	77	25	from	from	ADP
fcis-32124	77	26	"	"	PUNCT
fcis-32124	77	27	planar	planar	ADJ
fcis-32124	77	28	extraction	extraction	NOUN
fcis-32124	77	29	"	"	PUNCT
fcis-32124	77	30	to	to	ADP
fcis-32124	77	31	"	"	PUNCT
fcis-32124	77	32	structured	structured	ADJ
fcis-32124	77	33	modeling	modeling	NOUN
fcis-32124	77	34	"	"	PUNCT
fcis-32124	77	35	.	.	PUNCT
fcis-32124	78	1	this	this	DET
fcis-32124	78	2	transformation	transformation	NOUN
fcis-32124	78	3	process	process	NOUN
fcis-32124	78	4	requires	require	VERB
fcis-32124	78	5	breaking	break	VERB
fcis-32124	78	6	through	through	ADP
fcis-32124	78	7	three	three	NUM
fcis-32124	78	8	core	core	ADJ
fcis-32124	78	9	technical	technical	ADJ
fcis-32124	78	10	points	point	NOUN
fcis-32124	78	11	.	.	PUNCT
fcis-32124	79	1	multi	multi	ADJ
fcis-32124	79	2	-	-	ADJ
fcis-32124	79	3	task	task	ADJ
fcis-32124	79	4	learning	learning	NOUN
fcis-32124	79	5	provides	provide	VERB
fcis-32124	79	6	an	an	DET
fcis-32124	79	7	effective	effective	ADJ
fcis-32124	79	8	path	path	NOUN
fcis-32124	79	9	for	for	ADP
fcis-32124	79	10	the	the	DET
fcis-32124	79	11	extraction	extraction	NOUN
fcis-32124	79	12	of	of	ADP
fcis-32124	79	13	technical	technical	ADJ
fcis-32124	79	14	elements	element	NOUN
fcis-32124	79	15	.	.	PUNCT
fcis-32124	80	1	for	for	ADP
fcis-32124	80	2	the	the	DET
fcis-32124	80	3	hierarchical	hierarchical	ADJ
fcis-32124	80	4	relationship	relationship	NOUN
fcis-32124	80	5	of	of	ADP
fcis-32124	80	6	technical	technical	ADJ
fcis-32124	80	7	features	feature	NOUN
fcis-32124	80	8	in	in	ADP
fcis-32124	80	9	patent	patent	NOUN
fcis-32124	80	10	texts	text	NOUN
fcis-32124	80	11	,	,	PUNCT
fcis-32124	80	12	a	a	DET
fcis-32124	80	13	multi	multi	ADJ
fcis-32124	80	14	-	-	ADJ
fcis-32124	80	15	task	task	ADJ
fcis-32124	80	16	model	model	NOUN
fcis-32124	80	17	of	of	ADP
fcis-32124	80	18	"	"	PUNCT
fcis-32124	80	19	entity	entity	NOUN
fcis-32124	80	20	recognition	recognition	NOUN
fcis-32124	80	21	relation	relation	NOUN
fcis-32124	80	22	extraction	extraction	NOUN
fcis-32124	80	23	attribute	attribute	NOUN
fcis-32124	80	24	annotation	annotation	NOUN
fcis-32124	80	25	"	"	PUNCT
fcis-32124	80	26	can	can	AUX
fcis-32124	80	27	be	be	AUX
fcis-32124	80	28	constructed	construct	VERB
fcis-32124	80	29	.	.	PUNCT
fcis-32124	81	1	bert	bert	PROPN
fcis-32124	81	2	-	-	PUNCT
fcis-32124	81	3	wwm	wwm	PROPN
fcis-32124	81	4	is	be	AUX
fcis-32124	81	5	adopted	adopt	VERB
fcis-32124	81	6	as	as	ADP
fcis-32124	81	7	the	the	DET
fcis-32124	81	8	basic	basic	ADJ
fcis-32124	81	9	encoder	encoder	NOUN
fcis-32124	81	10	,	,	PUNCT
fcis-32124	81	11	and	and	CCONJ
fcis-32124	81	12	information	information	NOUN
fcis-32124	81	13	complementarity	complementarity	NOUN
fcis-32124	81	14	among	among	ADP
fcis-32124	81	15	tasks	task	NOUN
fcis-32124	81	16	is	be	AUX
fcis-32124	81	17	achieved	achieve	VERB
fcis-32124	81	18	by	by	ADP
fcis-32124	81	19	sharing	share	VERB
fcis-32124	81	20	the	the	DET
fcis-32124	81	21	underlying	underlie	VERB
fcis-32124	81	22	semantic	semantic	ADJ
fcis-32124	81	23	representation	representation	NOUN
fcis-32124	81	24	.	.	PUNCT
fcis-32124	82	1	in	in	ADP
fcis-32124	82	2	the	the	DET
fcis-32124	82	3	entity	entity	NOUN
fcis-32124	82	4	recognition	recognition	NOUN
fcis-32124	82	5	task	task	NOUN
fcis-32124	82	6	,	,	PUNCT
fcis-32124	82	7	define	define	VERB
fcis-32124	82	8	12	12	NUM
fcis-32124	82	9	types	type	NOUN
fcis-32124	82	10	of	of	ADP
fcis-32124	82	11	entity	entity	NOUN
fcis-32124	82	12	labels	label	NOUN
fcis-32124	82	13	such	such	ADJ
fcis-32124	82	14	as	as	ADP
fcis-32124	82	15	"	"	PUNCT
fcis-32124	82	16	technical	technical	ADJ
fcis-32124	82	17	components	component	NOUN
fcis-32124	82	18	"	"	PUNCT
fcis-32124	82	19	,	,	PUNCT
fcis-32124	82	20	"	"	PUNCT
fcis-32124	82	21	action	action	NOUN
fcis-32124	82	22	methods	method	NOUN
fcis-32124	82	23	"	"	PUNCT
fcis-32124	82	24	,	,	PUNCT
fcis-32124	82	25	and	and	CCONJ
fcis-32124	82	26	"	"	PUNCT
fcis-32124	82	27	functional	functional	ADJ
fcis-32124	82	28	effects	effect	NOUN
fcis-32124	82	29	"	"	PUNCT
fcis-32124	82	30	;	;	PUNCT
fcis-32124	82	31	in	in	ADP
fcis-32124	82	32	the	the	DET
fcis-32124	82	33	relation	relation	NOUN
fcis-32124	82	34	extraction	extraction	NOUN
fcis-32124	82	35	task	task	NOUN
fcis-32124	82	36	,	,	PUNCT
fcis-32124	82	37	identify	identify	VERB
fcis-32124	82	38	eight	eight	NUM
fcis-32124	82	39	types	type	NOUN
fcis-32124	82	40	of	of	ADP
fcis-32124	82	41	core	core	NOUN
fcis-32124	82	42	relationships	relationship	NOUN
fcis-32124	82	43	such	such	ADJ
fcis-32124	82	44	as	as	ADP
fcis-32124	82	45	"	"	PUNCT
fcis-32124	82	46	component	component	NOUN
fcis-32124	82	47	-	-	PUNCT
fcis-32124	82	48	connection	connection	NOUN
fcis-32124	82	49	"	"	PUNCT
fcis-32124	82	50	and	and	CCONJ
fcis-32124	82	51	"	"	PUNCT
fcis-32124	82	52	method	method	NOUN
fcis-32124	82	53	implementation	implementation	NOUN
fcis-32124	82	54	"	"	PUNCT
fcis-32124	82	55	;	;	PUNCT
fcis-32124	82	56	in	in	ADP
fcis-32124	82	57	the	the	DET
fcis-32124	82	58	attribute	attribute	NOUN
fcis-32124	82	59	annotation	annotation	NOUN
fcis-32124	82	60	task	task	PROPN
fcis-32124	82	61	,	,	PUNCT
fcis-32124	82	62	annotate	annotate	VERB
fcis-32124	82	63	attribute	attribute	NOUN
fcis-32124	82	64	information	information	NOUN
fcis-32124	82	65	such	such	ADJ
fcis-32124	82	66	as	as	ADP
fcis-32124	82	67	"	"	PUNCT
fcis-32124	82	68	material	material	NOUN
fcis-32124	82	69	"	"	PUNCT
fcis-32124	82	70	,	,	PUNCT
fcis-32124	82	71	"	"	PUNCT
fcis-32124	82	72	parameter	parameter	NOUN
fcis-32124	82	73	"	"	PUNCT
fcis-32124	82	74	,	,	PUNCT
fcis-32124	82	75	and	and	CCONJ
fcis-32124	82	76	"	"	PUNCT
fcis-32124	82	77	applicable	applicable	ADJ
fcis-32124	82	78	scenario	scenario	NOUN
fcis-32124	82	79	"	"	PUNCT
fcis-32124	82	80	.	.	PUNCT
fcis-32124	83	1	experimental	experimental	ADJ
fcis-32124	83	2	data	datum	NOUN
fcis-32124	83	3	show	show	VERB
fcis-32124	83	4	that	that	SCONJ
fcis-32124	83	5	on	on	ADP
fcis-32124	83	6	patent	patent	NOUN
fcis-32124	83	7	texts	text	NOUN
fcis-32124	83	8	with	with	ADP
fcis-32124	83	9	ipc	ipc	PROPN
fcis-32124	83	10	classification	classification	NOUN
fcis-32124	83	11	number	number	NOUN
fcis-32124	83	12	g06f	g06f	NOUN
fcis-32124	83	13	,	,	PUNCT
fcis-32124	83	14	the	the	DET
fcis-32124	83	15	f1	f1	ADJ
fcis-32124	83	16	value	value	NOUN
fcis-32124	83	17	of	of	ADP
fcis-32124	83	18	entity	entity	NOUN
fcis-32124	83	19	recognition	recognition	NOUN
fcis-32124	83	20	of	of	ADP
fcis-32124	83	21	this	this	DET
fcis-32124	83	22	model	model	NOUN
fcis-32124	83	23	reaches	reach	VERB
fcis-32124	83	24	94.2	94.2	NUM
fcis-32124	83	25	%	%	NOUN
fcis-32124	83	26	,	,	PUNCT
fcis-32124	83	27	and	and	CCONJ
fcis-32124	83	28	the	the	DET
fcis-32124	83	29	f1	f1	ADJ
fcis-32124	83	30	value	value	NOUN
fcis-32124	83	31	of	of	ADP
fcis-32124	83	32	relationship	relationship	NOUN
fcis-32124	83	33	extraction	extraction	NOUN
fcis-32124	83	34	reaches	reach	VERB
fcis-32124	83	35	89.7	89.7	NUM
fcis-32124	83	36	%	%	NOUN
fcis-32124	83	37	,	,	PUNCT
fcis-32124	83	38	significantly	significantly	ADV
fcis-32124	83	39	outperforming	outperform	VERB
fcis-32124	83	40	the	the	DET
fcis-32124	83	41	single	single	ADJ
fcis-32124	83	42	-	-	PUNCT
fcis-32124	83	43	task	task	NOUN
fcis-32124	83	44	model	model	NOUN
fcis-32124	83	45	.	.	PUNCT
fcis-32124	84	1	this	this	DET
fcis-32124	84	2	multi	multi	ADJ
fcis-32124	84	3	-	-	ADJ
fcis-32124	84	4	task	task	ADJ
fcis-32124	84	5	collaborative	collaborative	ADJ
fcis-32124	84	6	approach	approach	NOUN
fcis-32124	84	7	effectively	effectively	ADV
fcis-32124	84	8	resolves	resolve	VERB
fcis-32124	84	9	the	the	DET
fcis-32124	84	10	problems	problem	NOUN
fcis-32124	84	11	of	of	ADP
fcis-32124	84	12	incomplete	incomplete	ADJ
fcis-32124	84	13	extraction	extraction	NOUN
fcis-32124	84	14	of	of	ADP
fcis-32124	84	15	technical	technical	ADJ
fcis-32124	84	16	elements	element	NOUN
fcis-32124	84	17	and	and	CCONJ
fcis-32124	84	18	ambiguous	ambiguous	ADJ
fcis-32124	84	19	relationship	relationship	NOUN
fcis-32124	84	20	recognition	recognition	NOUN
fcis-32124	84	21	.	.	PUNCT
fcis-32124	85	1	the	the	DET
fcis-32124	85	2	semantic	semantic	ADJ
fcis-32124	85	3	structured	structure	VERB
fcis-32124	85	4	modeling	modeling	NOUN
fcis-32124	85	5	of	of	ADP
fcis-32124	85	6	the	the	DET
fcis-32124	85	7	claims	claim	NOUN
fcis-32124	85	8	requires	require	VERB
fcis-32124	85	9	the	the	DET
fcis-32124	85	10	dual	dual	ADJ
fcis-32124	85	11	support	support	NOUN
fcis-32124	85	12	of	of	ADP
fcis-32124	85	13	grammar	grammar	NOUN
fcis-32124	85	14	and	and	CCONJ
fcis-32124	85	15	semantics	semantic	NOUN
fcis-32124	85	16	.	.	PUNCT
fcis-32124	86	1	the	the	DET
fcis-32124	86	2	writing	writing	NOUN
fcis-32124	86	3	of	of	ADP
fcis-32124	86	4	the	the	DET
fcis-32124	86	5	claims	claim	NOUN
fcis-32124	86	6	follows	follow	VERB
fcis-32124	86	7	strict	strict	ADJ
fcis-32124	86	8	logical	logical	ADJ
fcis-32124	86	9	rules	rule	NOUN
fcis-32124	86	10	,	,	PUNCT
fcis-32124	86	11	and	and	CCONJ
fcis-32124	86	12	its	its	PRON
fcis-32124	86	13	semantic	semantic	ADJ
fcis-32124	86	14	structure	structure	NOUN
fcis-32124	86	15	can	can	AUX
fcis-32124	86	16	be	be	AUX
fcis-32124	86	17	abstractly	abstractly	ADV
fcis-32124	86	18	defined	define	VERB
fcis-32124	86	19	as	as	ADP
fcis-32124	86	20	"	"	PUNCT
fcis-32124	86	21	technical	technical	ADJ
fcis-32124	86	22	subject	subject	NOUN
fcis-32124	86	23	+	+	CCONJ
fcis-32124	86	24	feature	feature	NOUN
fcis-32124	86	25	set	set	VERB
fcis-32124	86	26	+	+	CCONJ
fcis-32124	86	27	protection	protection	NOUN
fcis-32124	86	28	boundary	boundary	NOUN
fcis-32124	86	29	"	"	PUNCT
fcis-32124	86	30	.	.	PUNCT
fcis-32124	87	1	in	in	ADP
fcis-32124	87	2	view	view	NOUN
fcis-32124	87	3	of	of	ADP
fcis-32124	87	4	this	this	DET
fcis-32124	87	5	feature	feature	NOUN
fcis-32124	87	6	,	,	PUNCT
fcis-32124	87	7	a	a	DET
fcis-32124	87	8	semantic	semantic	ADJ
fcis-32124	87	9	parsing	parsing	NOUN
fcis-32124	87	10	framework	framework	NOUN
fcis-32124	87	11	based	base	VERB
fcis-32124	87	12	on	on	ADP
fcis-32124	87	13	grammar	grammar	NOUN
fcis-32124	87	14	enhancement	enhancement	NOUN
fcis-32124	87	15	can	can	AUX
fcis-32124	87	16	be	be	AUX
fcis-32124	87	17	proposed	propose	VERB
fcis-32124	87	18	:	:	PUNCT
fcis-32124	87	19	firstly	firstly	ADV
fcis-32124	87	20	,	,	PUNCT
fcis-32124	87	21	through	through	ADP
fcis-32124	87	22	dependency	dependency	NOUN
fcis-32124	87	23	syntactic	syntactic	ADJ
fcis-32124	87	24	analysis	analysis	NOUN
fcis-32124	87	25	,	,	PUNCT
fcis-32124	87	26	the	the	DET
fcis-32124	87	27	core	core	ADJ
fcis-32124	87	28	grammatical	grammatical	ADJ
fcis-32124	87	29	units	unit	NOUN
fcis-32124	87	30	such	such	ADJ
fcis-32124	87	31	as	as	ADP
fcis-32124	87	32	the	the	DET
fcis-32124	87	33	"	"	PUNCT
fcis-32124	87	34	de	de	ADJ
fcis-32124	87	35	"	"	PUNCT
fcis-32124	87	36	character	character	NOUN
fcis-32124	87	37	structure	structure	NOUN
fcis-32124	87	38	and	and	CCONJ
fcis-32124	87	39	verb	verb	NOUN
fcis-32124	87	40	-	-	PUNCT
fcis-32124	87	41	object	object	NOUN
fcis-32124	87	42	phrases	phrase	NOUN
fcis-32124	87	43	are	be	AUX
fcis-32124	87	44	identified	identify	VERB
fcis-32124	87	45	to	to	PART
fcis-32124	87	46	clarify	clarify	VERB
fcis-32124	87	47	the	the	DET
fcis-32124	87	48	grammatical	grammatical	ADJ
fcis-32124	87	49	logic	logic	NOUN
fcis-32124	87	50	of	of	ADP
fcis-32124	87	51	the	the	DET
fcis-32124	87	52	text	text	NOUN
fcis-32124	87	53	;	;	PUNCT
fcis-32124	87	54	utilize	utilize	VERB
fcis-32124	87	55	pre	pre	ADJ
fcis-32124	87	56	-	-	ADJ
fcis-32124	87	57	trained	train	VERB
fcis-32124	87	58	language	language	NOUN
fcis-32124	87	59	models	model	NOUN
fcis-32124	87	60	(	(	PUNCT
fcis-32124	87	61	such	such	ADJ
fcis-32124	87	62	as	as	ADP
fcis-32124	87	63	lawbert	lawbert	NOUN
fcis-32124	87	64	)	)	PUNCT
fcis-32124	87	65	to	to	PART
fcis-32124	87	66	capture	capture	VERB
fcis-32124	87	67	the	the	DET
fcis-32124	87	68	cross	cross	NOUN
fcis-32124	87	69	-	-	NOUN
fcis-32124	87	70	semantics	semantic	NOUN
fcis-32124	87	71	of	of	ADP
fcis-32124	87	72	law	law	NOUN
fcis-32124	87	73	and	and	CCONJ
fcis-32124	87	74	technology	technology	NOUN
fcis-32124	87	75	and	and	CCONJ
fcis-32124	87	76	understand	understand	VERB
fcis-32124	87	77	the	the	DET
fcis-32124	87	78	professional	professional	ADJ
fcis-32124	87	79	connotations	connotation	NOUN
fcis-32124	87	80	of	of	ADP
fcis-32124	87	81	the	the	DET
fcis-32124	87	82	text	text	NOUN
fcis-32124	87	83	;	;	PUNCT
fcis-32124	87	84	finally	finally	ADV
fcis-32124	87	85	,	,	PUNCT
fcis-32124	87	86	output	output	VERB
fcis-32124	87	87	the	the	DET
fcis-32124	87	88	structured	structured	ADJ
fcis-32124	87	89	representation	representation	NOUN
fcis-32124	87	90	of	of	ADP
fcis-32124	87	91	the	the	DET
fcis-32124	87	92	"	"	PUNCT
fcis-32124	87	93	feature	feature	NOUN
fcis-32124	87	94	tree	tree	NOUN
fcis-32124	87	95	"	"	PUNCT
fcis-32124	87	96	to	to	PART
fcis-32124	87	97	transform	transform	VERB
fcis-32124	87	98	the	the	DET
fcis-32124	87	99	abstract	abstract	ADJ
fcis-32124	87	100	text	text	NOUN
fcis-32124	87	101	into	into	ADP
fcis-32124	87	102	clear	clear	ADJ
fcis-32124	87	103	semantic	semantic	ADJ
fcis-32124	87	104	units	unit	NOUN
fcis-32124	87	105	.	.	PUNCT
fcis-32124	88	1	take	take	VERB
fcis-32124	88	2	"	"	PUNCT
fcis-32124	88	3	a	a	DET
fcis-32124	88	4	medical	medical	ADJ
fcis-32124	88	5	data	data	NOUN
fcis-32124	88	6	processing	processing	NOUN
fcis-32124	88	7	method	method	NOUN
fcis-32124	88	8	based	base	VERB
fcis-32124	88	9	on	on	ADP
fcis-32124	88	10	federated	federated	ADJ
fcis-32124	88	11	learning	learning	NOUN
fcis-32124	88	12	"	"	PUNCT
fcis-32124	88	13	as	as	ADP
fcis-32124	88	14	an	an	DET
fcis-32124	88	15	example	example	NOUN
fcis-32124	88	16	.	.	PUNCT
fcis-32124	89	1	the	the	DET
fcis-32124	89	2	model	model	NOUN
fcis-32124	89	3	can	can	AUX
fcis-32124	89	4	automatically	automatically	ADV
fcis-32124	89	5	parse	parse	VERB
fcis-32124	89	6	out	out	ADP
fcis-32124	89	7	structured	structured	ADJ
fcis-32124	89	8	information	information	NOUN
fcis-32124	89	9	such	such	ADJ
fcis-32124	89	10	as	as	ADP
fcis-32124	89	11	"	"	PUNCT
fcis-32124	89	12	subject	subject	NOUN
fcis-32124	89	13	:	:	PUNCT
fcis-32124	89	14	medical	medical	ADJ
fcis-32124	89	15	data	datum	NOUN
fcis-32124	89	16	processing	processing	NOUN
fcis-32124	89	17	method	method	NOUN
fcis-32124	89	18	"	"	PUNCT
fcis-32124	89	19	,	,	PUNCT
fcis-32124	89	20	"	"	PUNCT
fcis-32124	89	21	core	core	ADJ
fcis-32124	89	22	feature	feature	NOUN
fcis-32124	89	23	:	:	PUNCT
fcis-32124	89	24	federated	federated	ADJ
fcis-32124	89	25	learning	learning	NOUN
fcis-32124	89	26	"	"	PUNCT
fcis-32124	89	27	,	,	PUNCT
fcis-32124	89	28	and	and	CCONJ
fcis-32124	89	29	"	"	PUNCT
fcis-32124	89	30	auxiliary	auxiliary	ADJ
fcis-32124	89	31	feature	feature	NOUN
fcis-32124	89	32	:	:	PUNCT
fcis-32124	89	33	data	data	NOUN
fcis-32124	89	34	desensitization	desensitization	NOUN
fcis-32124	89	35	,	,	PUNCT
fcis-32124	89	36	model	model	NOUN
fcis-32124	89	37	aggregation	aggregation	NOUN
fcis-32124	89	38	"	"	PUNCT
fcis-32124	89	39	,	,	PUNCT
fcis-32124	89	40	providing	provide	VERB
fcis-32124	89	41	clear	clear	ADJ
fcis-32124	89	42	semantic	semantic	ADJ
fcis-32124	89	43	units	unit	NOUN
fcis-32124	89	44	for	for	ADP
fcis-32124	89	45	subsequent	subsequent	ADJ
fcis-32124	89	46	comparisons	comparison	NOUN
fcis-32124	89	47	and	and	CCONJ
fcis-32124	89	48	avoiding	avoid	VERB
fcis-32124	89	49	review	review	NOUN
fcis-32124	89	50	errors	error	NOUN
fcis-32124	89	51	caused	cause	VERB
fcis-32124	89	52	by	by	ADP
fcis-32124	89	53	semantic	semantic	ADJ
fcis-32124	89	54	understanding	understanding	NOUN
fcis-32124	89	55	deviations[10	deviations[10	NOUN
fcis-32124	89	56	]	]	PUNCT
fcis-32124	89	57	.	.	PUNCT
fcis-32124	90	1	the	the	DET
fcis-32124	90	2	terminology	terminology	NOUN
fcis-32124	90	3	adaptation	adaptation	NOUN
fcis-32124	90	4	mechanism	mechanism	NOUN
fcis-32124	90	5	in	in	ADP
fcis-32124	90	6	low	low	ADJ
fcis-32124	90	7	-	-	PUNCT
fcis-32124	90	8	resource	resource	NOUN
fcis-32124	90	9	domains	domain	NOUN
fcis-32124	90	10	is	be	AUX
fcis-32124	90	11	the	the	DET
fcis-32124	90	12	key	key	NOUN
fcis-32124	90	13	to	to	ADP
fcis-32124	90	14	dealing	deal	VERB
fcis-32124	90	15	with	with	ADP
fcis-32124	90	16	the	the	DET
fcis-32124	90	17	review	review	NOUN
fcis-32124	90	18	of	of	ADP
fcis-32124	90	19	emerging	emerge	VERB
fcis-32124	90	20	technologies	technology	NOUN
fcis-32124	90	21	.	.	PUNCT
fcis-32124	91	1	to	to	PART
fcis-32124	91	2	address	address	VERB
fcis-32124	91	3	the	the	DET
fcis-32124	91	4	issue	issue	NOUN
fcis-32124	91	5	of	of	ADP
fcis-32124	91	6	insufficient	insufficient	ADJ
fcis-32124	91	7	corpora	corpora	NOUN
fcis-32124	91	8	in	in	ADP
fcis-32124	91	9	emerging	emerge	VERB
fcis-32124	91	10	technology	technology	NOUN
fcis-32124	91	11	fields	field	NOUN
fcis-32124	91	12	,	,	PUNCT
fcis-32124	91	13	an	an	DET
fcis-32124	91	14	adaptation	adaptation	NOUN
fcis-32124	91	15	system	system	NOUN
fcis-32124	91	16	of	of	ADP
fcis-32124	91	17	"	"	PUNCT
fcis-32124	91	18	general	general	ADJ
fcis-32124	91	19	term	term	NOUN
fcis-32124	91	20	database	database	NOUN
fcis-32124	91	21	domain	domain	NOUN
fcis-32124	91	22	term	term	NOUN
fcis-32124	91	23	migration	migration	NOUN
fcis-32124	91	24	dynamic	dynamic	ADJ
fcis-32124	91	25	update	update	NOUN
fcis-32124	91	26	"	"	PUNCT
fcis-32124	91	27	can	can	AUX
fcis-32124	91	28	be	be	AUX
fcis-32124	91	29	constructed	construct	VERB
fcis-32124	91	30	:	:	PUNCT
fcis-32124	91	31	based	base	VERB
fcis-32124	91	32	on	on	ADP
fcis-32124	91	33	cnki	cnki	PROPN
fcis-32124	91	34	and	and	CCONJ
fcis-32124	91	35	the	the	DET
fcis-32124	91	36	patent	patent	NOUN
fcis-32124	91	37	abstract	abstract	ADJ
fcis-32124	91	38	database	database	NOUN
fcis-32124	91	39	,	,	PUNCT
fcis-32124	91	40	a	a	DET
fcis-32124	91	41	general	general	ADJ
fcis-32124	91	42	database	database	NOUN
fcis-32124	91	43	containing	contain	VERB
fcis-32124	91	44	500,000	500,000	NUM
fcis-32124	91	45	terms	term	NOUN
fcis-32124	91	46	can	can	AUX
fcis-32124	91	47	be	be	AUX
fcis-32124	91	48	built	build	VERB
fcis-32124	91	49	to	to	PART
fcis-32124	91	50	provide	provide	VERB
fcis-32124	91	51	fundamental	fundamental	ADJ
fcis-32124	91	52	support	support	NOUN
fcis-32124	91	53	for	for	ADP
fcis-32124	91	54	term	term	NOUN
fcis-32124	91	55	recognition	recognition	NOUN
fcis-32124	91	56	.	.	PUNCT
fcis-32124	92	1	the	the	DET
fcis-32124	92	2	domain	domain	NOUN
fcis-32124	92	3	-	-	PUNCT
fcis-32124	92	4	adaptive	adaptive	ADJ
fcis-32124	92	5	pre	pre	ADJ
fcis-32124	92	6	-	-	ADJ
fcis-32124	92	7	training	training	ADJ
fcis-32124	92	8	method	method	NOUN
fcis-32124	92	9	is	be	AUX
fcis-32124	92	10	adopted	adopt	VERB
fcis-32124	92	11	to	to	PART
fcis-32124	92	12	transfer	transfer	VERB
fcis-32124	92	13	the	the	DET
fcis-32124	92	14	general	general	ADJ
fcis-32124	92	15	model	model	NOUN
fcis-32124	92	16	to	to	ADP
fcis-32124	92	17	specific	specific	ADJ
fcis-32124	92	18	fields	field	NOUN
fcis-32124	92	19	such	such	ADJ
fcis-32124	92	20	as	as	ADP
fcis-32124	92	21	new	new	ADJ
fcis-32124	92	22	energy	energy	NOUN
fcis-32124	92	23	and	and	CCONJ
fcis-32124	92	24	ai	ai	VERB
fcis-32124	92	25	,	,	PUNCT
fcis-32124	92	26	improving	improve	VERB
fcis-32124	92	27	the	the	DET
fcis-32124	92	28	adaptability	adaptability	NOUN
fcis-32124	92	29	of	of	ADP
fcis-32124	92	30	the	the	DET
fcis-32124	92	31	model	model	NOUN
fcis-32124	92	32	in	in	ADP
fcis-32124	92	33	professional	professional	ADJ
fcis-32124	92	34	fields	field	NOUN
fcis-32124	92	35	.	.	PUNCT
fcis-32124	93	1	design	design	VERB
fcis-32124	93	2	a	a	DET
fcis-32124	93	3	dynamic	dynamic	ADJ
fcis-32124	93	4	update	update	NOUN
fcis-32124	93	5	module	module	NOUN
fcis-32124	93	6	for	for	ADP
fcis-32124	93	7	terms	term	NOUN
fcis-32124	93	8	,	,	PUNCT
fcis-32124	93	9	monitor	monitor	VERB
fcis-32124	93	10	and	and	CCONJ
fcis-32124	93	11	review	review	VERB
fcis-32124	93	12	high	high	ADJ
fcis-32124	93	13	-	-	PUNCT
fcis-32124	93	14	frequency	frequency	NOUN
fcis-32124	93	15	new	new	ADJ
fcis-32124	93	16	words	word	NOUN
fcis-32124	93	17	,	,	PUNCT
fcis-32124	93	18	and	and	CCONJ
fcis-32124	93	19	combine	combine	VERB
fcis-32124	93	20	manual	manual	ADJ
fcis-32124	93	21	verification	verification	NOUN
fcis-32124	93	22	to	to	PART
fcis-32124	93	23	achieve	achieve	VERB
fcis-32124	93	24	real	real	ADJ
fcis-32124	93	25	-	-	PUNCT
fcis-32124	93	26	time	time	NOUN
fcis-32124	93	27	expansion	expansion	NOUN
fcis-32124	93	28	of	of	ADP
fcis-32124	93	29	the	the	DET
fcis-32124	93	30	term	term	NOUN
fcis-32124	93	31	database	database	NOUN
fcis-32124	93	32	.	.	PUNCT
fcis-32124	94	1	tests	test	NOUN
fcis-32124	94	2	on	on	ADP
fcis-32124	94	3	the	the	DET
fcis-32124	94	4	patent	patent	NOUN
fcis-32124	94	5	corpus	corpus	NOUN
fcis-32124	94	6	of	of	ADP
fcis-32124	94	7	new	new	ADJ
fcis-32124	94	8	energy	energy	NOUN
fcis-32124	94	9	vehicles	vehicle	NOUN
fcis-32124	94	10	show	show	VERB
fcis-32124	94	11	that	that	SCONJ
fcis-32124	94	12	this	this	DET
fcis-32124	94	13	mechanism	mechanism	NOUN
fcis-32124	94	14	has	have	AUX
fcis-32124	94	15	increased	increase	VERB
fcis-32124	94	16	the	the	DET
fcis-32124	94	17	accuracy	accuracy	NOUN
fcis-32124	94	18	rate	rate	NOUN
fcis-32124	94	19	of	of	ADP
fcis-32124	94	20	term	term	NOUN
fcis-32124	94	21	recognition	recognition	NOUN
fcis-32124	94	22	from	from	ADP
fcis-32124	94	23	82.1	82.1	NUM
fcis-32124	94	24	%	%	NOUN
fcis-32124	94	25	to	to	ADP
fcis-32124	94	26	91.5	91.5	NUM
fcis-32124	94	27	%	%	NOUN
fcis-32124	94	28	,	,	PUNCT
fcis-32124	94	29	effectively	effectively	ADV
fcis-32124	94	30	solving	solve	VERB
fcis-32124	94	31	the	the	DET
fcis-32124	94	32	problem	problem	NOUN
fcis-32124	94	33	of	of	ADP
fcis-32124	94	34	lagging	lag	VERB
fcis-32124	94	35	term	term	NOUN
fcis-32124	94	36	recognition	recognition	NOUN
fcis-32124	94	37	in	in	ADP
fcis-32124	94	38	emerging	emerge	VERB
fcis-32124	94	39	technology	technology	NOUN
fcis-32124	94	40	fields[11	fields[11	PROPN
fcis-32124	94	41	]	]	PUNCT
fcis-32124	94	42	.	.	PUNCT
fcis-32124	95	1	as	as	SCONJ
fcis-32124	95	2	shown	show	VERB
fcis-32124	95	3	in	in	ADP
fcis-32124	95	4	figure	figure	NOUN
fcis-32124	95	5	1	1	NUM
fcis-32124	95	6	,	,	PUNCT
fcis-32124	95	7	the	the	DET
fcis-32124	95	8	architecture	architecture	NOUN
fcis-32124	95	9	of	of	ADP
fcis-32124	95	10	the	the	DET
fcis-32124	95	11	multi	multi	ADJ
fcis-32124	95	12	-	-	ADJ
fcis-32124	95	13	task	task	ADJ
fcis-32124	95	14	learning	learn	VERB
fcis-32124	95	15	model	model	NOUN
fcis-32124	95	16	.	.	PUNCT
fcis-32124	96	1	3.2	3.2	NUM
fcis-32124	96	2	.	.	PUNCT
fcis-32124	97	1	semantic	semantic	ADJ
fcis-32124	97	2	similarity	similarity	NOUN
fcis-32124	97	3	calculation	calculation	NOUN
fcis-32124	97	4	across	across	ADP
fcis-32124	97	5	modalities	modality	NOUN
fcis-32124	97	6	and	and	CCONJ
fcis-32124	97	7	domains	domain	NOUN
fcis-32124	97	8	intellectual	intellectual	ADJ
fcis-32124	97	9	property	property	NOUN
fcis-32124	97	10	examination	examination	NOUN
fcis-32124	97	11	often	often	ADV
fcis-32124	97	12	requires	require	VERB
fcis-32124	97	13	handling	handle	VERB
fcis-32124	97	14	cross	cross	ADJ
fcis-32124	97	15	-	-	ADJ
fcis-32124	97	16	modal	modal	ADJ
fcis-32124	97	17	data	datum	NOUN
fcis-32124	97	18	such	such	ADJ
fcis-32124	97	19	as	as	ADP
fcis-32124	97	20	"	"	PUNCT
fcis-32124	97	21	text	text	NOUN
fcis-32124	97	22	-	-	PUNCT
fcis-32124	97	23	graphics	graphic	NOUN
fcis-32124	97	24	"	"	PUNCT
fcis-32124	97	25	and	and	CCONJ
fcis-32124	97	26	cross	cross	ADJ
fcis-32124	97	27	-	-	ADJ
fcis-32124	97	28	domain	domain	ADJ
fcis-32124	97	29	semantics	semantic	NOUN
fcis-32124	97	30	such	such	ADJ
fcis-32124	97	31	as	as	ADP
fcis-32124	97	32	"	"	PUNCT
fcis-32124	97	33	technology	technology	NOUN
fcis-32124	97	34	-	-	PUNCT
fcis-32124	97	35	law	law	NOUN
fcis-32124	97	36	"	"	PUNCT
fcis-32124	97	37	.	.	PUNCT
fcis-32124	98	1	traditional	traditional	ADJ
fcis-32124	98	2	singlemodal	singlemodal	NOUN
fcis-32124	98	3	and	and	CCONJ
fcis-32124	98	4	single	single	ADJ
fcis-32124	98	5	-	-	PUNCT
fcis-32124	98	6	domain	domain	NOUN
fcis-32124	98	7	similarity	similarity	NOUN
fcis-32124	98	8	calculation	calculation	NOUN
fcis-32124	98	9	methods	method	NOUN
fcis-32124	98	10	have	have	VERB
fcis-32124	98	11	obvious	obvious	ADJ
fcis-32124	98	12	limitations	limitation	NOUN
fcis-32124	98	13	,	,	PUNCT
fcis-32124	98	14	and	and	CCONJ
fcis-32124	98	15	it	it	PRON
fcis-32124	98	16	is	be	AUX
fcis-32124	98	17	urgent	urgent	ADJ
fcis-32124	98	18	to	to	PART
fcis-32124	98	19	build	build	VERB
fcis-32124	98	20	a	a	DET
fcis-32124	98	21	semantic	semantic	ADJ
fcis-32124	98	22	comparison	comparison	NOUN
fcis-32124	98	23	framework	framework	NOUN
fcis-32124	98	24	that	that	PRON
fcis-32124	98	25	integrates	integrate	VERB
fcis-32124	98	26	multi	multi	ADJ
fcis-32124	98	27	-	-	ADJ
fcis-32124	98	28	source	source	ADJ
fcis-32124	98	29	information	information	NOUN
fcis-32124	98	30	.	.	PUNCT
fcis-32124	99	1	the	the	DET
fcis-32124	99	2	construction	construction	NOUN
fcis-32124	99	3	of	of	ADP
fcis-32124	99	4	this	this	DET
fcis-32124	99	5	framework	framework	NOUN
fcis-32124	99	6	needs	need	VERB
fcis-32124	99	7	to	to	PART
fcis-32124	99	8	break	break	VERB
fcis-32124	99	9	through	through	ADP
fcis-32124	99	10	from	from	ADP
fcis-32124	99	11	three	three	NUM
fcis-32124	99	12	dimensions	dimension	NOUN
fcis-32124	99	13	.	.	PUNCT
fcis-32124	100	1	37	37	NUM
fcis-32124	100	2	figure	figure	NOUN
fcis-32124	100	3	1	1	NUM
fcis-32124	100	4	.	.	PUNCT
fcis-32124	100	5	architecture	architecture	NOUN
fcis-32124	100	6	of	of	ADP
fcis-32124	100	7	the	the	DET
fcis-32124	100	8	multi	multi	ADJ
fcis-32124	100	9	-	-	ADJ
fcis-32124	100	10	task	task	ADJ
fcis-32124	100	11	learning	learning	NOUN
fcis-32124	100	12	model	model	NOUN
fcis-32124	100	13	the	the	DET
fcis-32124	100	14	cross	cross	ADJ
fcis-32124	100	15	-	-	ADJ
fcis-32124	100	16	modal	modal	ADJ
fcis-32124	100	17	semantic	semantic	ADJ
fcis-32124	100	18	fusion	fusion	NOUN
fcis-32124	100	19	of	of	ADP
fcis-32124	100	20	text	text	NOUN
fcis-32124	100	21	and	and	CCONJ
fcis-32124	100	22	graphics	graphic	NOUN
fcis-32124	100	23	is	be	AUX
fcis-32124	100	24	the	the	DET
fcis-32124	100	25	core	core	ADJ
fcis-32124	100	26	technical	technical	ADJ
fcis-32124	100	27	requirement	requirement	NOUN
fcis-32124	100	28	of	of	ADP
fcis-32124	100	29	trademark	trademark	NOUN
fcis-32124	100	30	and	and	CCONJ
fcis-32124	100	31	copyright	copyright	NOUN
fcis-32124	100	32	examination	examination	NOUN
fcis-32124	100	33	.	.	PUNCT
fcis-32124	101	1	in	in	ADP
fcis-32124	101	2	trademark	trademark	NOUN
fcis-32124	101	3	and	and	CCONJ
fcis-32124	101	4	copyright	copyright	NOUN
fcis-32124	101	5	examination	examination	NOUN
fcis-32124	101	6	,	,	PUNCT
fcis-32124	101	7	the	the	DET
fcis-32124	101	8	similarity	similarity	NOUN
fcis-32124	101	9	judgment	judgment	NOUN
fcis-32124	101	10	between	between	ADP
fcis-32124	101	11	textual	textual	ADJ
fcis-32124	101	12	descriptions	description	NOUN
fcis-32124	101	13	and	and	CCONJ
fcis-32124	101	14	graphic	graphic	ADJ
fcis-32124	101	15	elements	element	NOUN
fcis-32124	101	16	is	be	AUX
fcis-32124	101	17	often	often	ADV
fcis-32124	101	18	the	the	DET
fcis-32124	101	19	key	key	NOUN
fcis-32124	101	20	.	.	PUNCT
fcis-32124	102	1	to	to	PART
fcis-32124	102	2	meet	meet	VERB
fcis-32124	102	3	this	this	DET
fcis-32124	102	4	demand	demand	NOUN
fcis-32124	102	5	,	,	PUNCT
fcis-32124	102	6	a	a	DET
fcis-32124	102	7	cross	cross	ADJ
fcis-32124	102	8	-	-	ADJ
fcis-32124	102	9	modal	modal	ADJ
fcis-32124	102	10	fusion	fusion	NOUN
fcis-32124	102	11	model	model	NOUN
fcis-32124	102	12	based	base	VERB
fcis-32124	102	13	on	on	ADP
fcis-32124	102	14	contrastive	contrastive	ADJ
fcis-32124	102	15	learning	learning	NOUN
fcis-32124	102	16	can	can	AUX
fcis-32124	102	17	be	be	AUX
fcis-32124	102	18	proposed	propose	VERB
fcis-32124	102	19	:	:	PUNCT
fcis-32124	102	20	the	the	DET
fcis-32124	102	21	text	text	NOUN
fcis-32124	102	22	branch	branch	NOUN
fcis-32124	102	23	uses	use	VERB
fcis-32124	102	24	roberta	roberta	PROPN
fcis-32124	102	25	to	to	PART
fcis-32124	102	26	extract	extract	VERB
fcis-32124	102	27	semantic	semantic	ADJ
fcis-32124	102	28	vectors	vector	NOUN
fcis-32124	102	29	to	to	PART
fcis-32124	102	30	capture	capture	VERB
fcis-32124	102	31	the	the	DET
fcis-32124	102	32	semantic	semantic	ADJ
fcis-32124	102	33	connotation	connotation	NOUN
fcis-32124	102	34	of	of	ADP
fcis-32124	102	35	the	the	DET
fcis-32124	102	36	text	text	NOUN
fcis-32124	102	37	;	;	PUNCT
fcis-32124	102	38	the	the	DET
fcis-32124	102	39	graphic	graphic	ADJ
fcis-32124	102	40	branch	branch	NOUN
fcis-32124	102	41	adopts	adopt	VERB
fcis-32124	102	42	vision	vision	NOUN
fcis-32124	102	43	transformer	transformer	NOUN
fcis-32124	102	44	(	(	PUNCT
fcis-32124	102	45	vit	vit	NOUN
fcis-32124	102	46	)	)	PUNCT
fcis-32124	102	47	to	to	PART
fcis-32124	102	48	extract	extract	VERB
fcis-32124	102	49	visual	visual	ADJ
fcis-32124	102	50	features	feature	NOUN
fcis-32124	102	51	and	and	CCONJ
fcis-32124	102	52	recognize	recognize	VERB
fcis-32124	102	53	the	the	DET
fcis-32124	102	54	visual	visual	ADJ
fcis-32124	102	55	features	feature	NOUN
fcis-32124	102	56	of	of	ADP
fcis-32124	102	57	the	the	DET
fcis-32124	102	58	graphics	graphic	NOUN
fcis-32124	102	59	.	.	PUNCT
fcis-32124	103	1	feature	feature	NOUN
fcis-32124	103	2	space	space	NOUN
fcis-32124	103	3	alignment	alignment	NOUN
fcis-32124	103	4	is	be	AUX
fcis-32124	103	5	achieved	achieve	VERB
fcis-32124	103	6	through	through	ADP
fcis-32124	103	7	the	the	DET
fcis-32124	103	8	cross	cross	ADJ
fcis-32124	103	9	-	-	ADJ
fcis-32124	103	10	modal	modal	ADJ
fcis-32124	103	11	contrast	contrast	NOUN
fcis-32124	103	12	loss	loss	NOUN
fcis-32124	103	13	function	function	NOUN
fcis-32124	103	14	to	to	PART
fcis-32124	103	15	ensure	ensure	VERB
fcis-32124	103	16	that	that	SCONJ
fcis-32124	103	17	text	text	NOUN
fcis-32124	103	18	and	and	CCONJ
fcis-32124	103	19	graphics	graphic	NOUN
fcis-32124	103	20	have	have	VERB
fcis-32124	103	21	comparability	comparability	NOUN
fcis-32124	103	22	in	in	ADP
fcis-32124	103	23	the	the	DET
fcis-32124	103	24	same	same	ADJ
fcis-32124	103	25	feature	feature	NOUN
fcis-32124	103	26	space	space	NOUN
fcis-32124	103	27	.	.	PUNCT
fcis-32124	104	1	at	at	ADP
fcis-32124	104	2	the	the	DET
fcis-32124	104	3	same	same	ADJ
fcis-32124	104	4	time	time	NOUN
fcis-32124	104	5	,	,	PUNCT
fcis-32124	104	6	introduce	introduce	VERB
fcis-32124	104	7	the	the	DET
fcis-32124	104	8	"	"	PUNCT
fcis-32124	104	9	semantic	semantic	ADJ
fcis-32124	104	10	consistency	consistency	NOUN
fcis-32124	104	11	constraint	constraint	NOUN
fcis-32124	104	12	"	"	PUNCT
fcis-32124	104	13	to	to	PART
fcis-32124	104	14	ensure	ensure	VERB
fcis-32124	104	15	that	that	SCONJ
fcis-32124	104	16	the	the	DET
fcis-32124	104	17	"	"	PUNCT
fcis-32124	104	18	red	red	ADJ
fcis-32124	104	19	circle	circle	NOUN
fcis-32124	104	20	"	"	PUNCT
fcis-32124	104	21	in	in	ADP
fcis-32124	104	22	the	the	DET
fcis-32124	104	23	text	text	NOUN
fcis-32124	104	24	description	description	NOUN
fcis-32124	104	25	has	have	VERB
fcis-32124	104	26	similar	similar	ADJ
fcis-32124	104	27	feature	feature	NOUN
fcis-32124	104	28	representations	representation	NOUN
fcis-32124	104	29	to	to	ADP
fcis-32124	104	30	the	the	DET
fcis-32124	104	31	corresponding	corresponding	ADJ
fcis-32124	104	32	visual	visual	ADJ
fcis-32124	104	33	elements	element	NOUN
fcis-32124	104	34	in	in	ADP
fcis-32124	104	35	the	the	DET
fcis-32124	104	36	graphics	graphic	NOUN
fcis-32124	104	37	,	,	PUNCT
fcis-32124	104	38	avoiding	avoid	VERB
fcis-32124	104	39	the	the	DET
fcis-32124	104	40	problem	problem	NOUN
fcis-32124	104	41	of	of	ADP
fcis-32124	104	42	"	"	PUNCT
fcis-32124	104	43	semantic	semantic	ADJ
fcis-32124	104	44	disconnection	disconnection	NOUN
fcis-32124	104	45	between	between	ADP
fcis-32124	104	46	text	text	NOUN
fcis-32124	104	47	and	and	CCONJ
fcis-32124	104	48	graphics	graphic	NOUN
fcis-32124	104	49	"	"	PUNCT
fcis-32124	104	50	.	.	PUNCT
fcis-32124	105	1	after	after	SCONJ
fcis-32124	105	2	the	the	DET
fcis-32124	105	3	"	"	PUNCT
fcis-32124	105	4	copyright	copyright	NOUN
fcis-32124	105	5	ai	ai	VERB
fcis-32124	105	6	intelligent	intelligent	ADJ
fcis-32124	105	7	review	review	NOUN
fcis-32124	105	8	"	"	PUNCT
fcis-32124	105	9	system	system	NOUN
fcis-32124	105	10	in	in	ADP
fcis-32124	105	11	keqiao	keqiao	NOUN
fcis-32124	105	12	adopted	adopt	VERB
fcis-32124	105	13	this	this	DET
fcis-32124	105	14	technology	technology	NOUN
fcis-32124	105	15	,	,	PUNCT
fcis-32124	105	16	it	it	PRON
fcis-32124	105	17	achieved	achieve	VERB
fcis-32124	105	18	precise	precise	ADJ
fcis-32124	105	19	comparison	comparison	NOUN
fcis-32124	105	20	between	between	ADP
fcis-32124	105	21	the	the	DET
fcis-32124	105	22	text	text	NOUN
fcis-32124	105	23	descriptions	description	NOUN
fcis-32124	105	24	and	and	CCONJ
fcis-32124	105	25	patterns	pattern	NOUN
fcis-32124	105	26	of	of	ADP
fcis-32124	105	27	artworks	artwork	NOUN
fcis-32124	105	28	,	,	PUNCT
fcis-32124	105	29	with	with	ADP
fcis-32124	105	30	a	a	DET
fcis-32124	105	31	similarity	similarity	NOUN
fcis-32124	105	32	judgment	judgment	NOUN
fcis-32124	105	33	accuracy	accuracy	NOUN
fcis-32124	105	34	rate	rate	NOUN
fcis-32124	105	35	of	of	ADP
fcis-32124	105	36	92.3	92.3	NUM
fcis-32124	105	37	%	%	NOUN
fcis-32124	105	38	,	,	PUNCT
fcis-32124	105	39	significantly	significantly	ADV
fcis-32124	105	40	enhancing	enhance	VERB
fcis-32124	105	41	the	the	DET
fcis-32124	105	42	efficiency	efficiency	NOUN
fcis-32124	105	43	and	and	CCONJ
fcis-32124	105	44	accuracy	accuracy	NOUN
fcis-32124	105	45	of	of	ADP
fcis-32124	105	46	the	the	DET
fcis-32124	105	47	review[12	review[12	NOUN
fcis-32124	105	48	]	]	PUNCT
fcis-32124	105	49	.	.	PUNCT
fcis-32124	106	1	knowledge	knowledge	NOUN
fcis-32124	106	2	enhancement	enhancement	NOUN
fcis-32124	106	3	provides	provide	VERB
fcis-32124	106	4	a	a	DET
fcis-32124	106	5	bridge	bridge	NOUN
fcis-32124	106	6	for	for	ADP
fcis-32124	106	7	crossdomain	crossdomain	ADJ
fcis-32124	106	8	semantic	semantic	ADJ
fcis-32124	106	9	matching	matching	NOUN
fcis-32124	106	10	.	.	PUNCT
fcis-32124	107	1	there	there	PRON
fcis-32124	107	2	is	be	VERB
fcis-32124	107	3	a	a	DET
fcis-32124	107	4	natural	natural	ADJ
fcis-32124	107	5	semantic	semantic	ADJ
fcis-32124	107	6	gap	gap	NOUN
fcis-32124	107	7	between	between	ADP
fcis-32124	107	8	technical	technical	ADJ
fcis-32124	107	9	texts	text	NOUN
fcis-32124	107	10	and	and	CCONJ
fcis-32124	107	11	legal	legal	ADJ
fcis-32124	107	12	texts	text	NOUN
fcis-32124	107	13	.	.	PUNCT
fcis-32124	108	1	to	to	PART
fcis-32124	108	2	achieve	achieve	VERB
fcis-32124	108	3	an	an	DET
fcis-32124	108	4	effective	effective	ADJ
fcis-32124	108	5	match	match	NOUN
fcis-32124	108	6	between	between	ADP
fcis-32124	108	7	the	the	DET
fcis-32124	108	8	two	two	NUM
fcis-32124	108	9	,	,	PUNCT
fcis-32124	108	10	it	it	PRON
fcis-32124	108	11	is	be	AUX
fcis-32124	108	12	necessary	necessary	ADJ
fcis-32124	108	13	to	to	PART
fcis-32124	108	14	build	build	VERB
fcis-32124	108	15	a	a	DET
fcis-32124	108	16	fusion	fusion	NOUN
fcis-32124	108	17	system	system	NOUN
fcis-32124	108	18	of	of	ADP
fcis-32124	108	19	"	"	PUNCT
fcis-32124	108	20	technical	technical	ADJ
fcis-32124	108	21	knowledge	knowledge	NOUN
fcis-32124	108	22	graph	graph	NOUN
fcis-32124	108	23	legal	legal	ADJ
fcis-32124	108	24	knowledge	knowledge	NOUN
fcis-32124	108	25	graph	graph	NOUN
fcis-32124	108	26	cross	cross	ADJ
fcis-32124	108	27	-	-	ADJ
fcis-32124	108	28	domain	domain	ADJ
fcis-32124	108	29	alignment	alignment	NOUN
fcis-32124	108	30	"	"	PUNCT
fcis-32124	108	31	:	:	PUNCT
fcis-32124	108	32	the	the	DET
fcis-32124	108	33	technical	technical	ADJ
fcis-32124	108	34	knowledge	knowledge	NOUN
fcis-32124	108	35	graph	graph	NOUN
fcis-32124	108	36	contains	contain	VERB
fcis-32124	108	37	2	2	NUM
fcis-32124	108	38	million	million	NUM
fcis-32124	108	39	technical	technical	ADJ
fcis-32124	108	40	entities	entity	NOUN
fcis-32124	108	41	and	and	CCONJ
fcis-32124	108	42	relationships	relationship	NOUN
fcis-32124	108	43	,	,	PUNCT
fcis-32124	108	44	covering	cover	VERB
fcis-32124	108	45	the	the	DET
fcis-32124	108	46	core	core	NOUN
fcis-32124	108	47	concepts	concept	NOUN
fcis-32124	108	48	of	of	ADP
fcis-32124	108	49	the	the	DET
fcis-32124	108	50	main	main	ADJ
fcis-32124	108	51	technical	technical	ADJ
fcis-32124	108	52	fields	field	NOUN
fcis-32124	108	53	.	.	PUNCT
fcis-32124	109	1	the	the	DET
fcis-32124	109	2	legal	legal	ADJ
fcis-32124	109	3	knowledge	knowledge	NOUN
fcis-32124	109	4	graph	graph	NOUN
fcis-32124	109	5	covers	cover	VERB
fcis-32124	109	6	50,000	50,000	NUM
fcis-32124	109	7	legal	legal	ADJ
fcis-32124	109	8	concepts	concept	NOUN
fcis-32124	109	9	and	and	CCONJ
fcis-32124	109	10	provisions	provision	NOUN
fcis-32124	109	11	in	in	ADP
fcis-32124	109	12	laws	law	NOUN
fcis-32124	109	13	and	and	CCONJ
fcis-32124	109	14	regulations	regulation	NOUN
fcis-32124	109	15	such	such	ADJ
fcis-32124	109	16	as	as	ADP
fcis-32124	109	17	the	the	DET
fcis-32124	109	18	patent	patent	NOUN
fcis-32124	109	19	law	law	NOUN
fcis-32124	109	20	and	and	CCONJ
fcis-32124	109	21	the	the	DET
fcis-32124	109	22	trademark	trademark	NOUN
fcis-32124	109	23	law	law	NOUN
fcis-32124	109	24	,	,	PUNCT
fcis-32124	109	25	clarifying	clarify	VERB
fcis-32124	109	26	the	the	DET
fcis-32124	109	27	standards	standard	NOUN
fcis-32124	109	28	for	for	ADP
fcis-32124	109	29	legal	legal	ADJ
fcis-32124	109	30	judgment	judgment	NOUN
fcis-32124	109	31	.	.	PUNCT
fcis-32124	110	1	cross	cross	ADJ
fcis-32124	110	2	-	-	ADJ
fcis-32124	110	3	domain	domain	ADJ
fcis-32124	110	4	alignment	alignment	NOUN
fcis-32124	110	5	is	be	AUX
fcis-32124	110	6	achieved	achieve	VERB
fcis-32124	110	7	through	through	ADP
fcis-32124	110	8	"	"	PUNCT
fcis-32124	110	9	entity	entity	NOUN
fcis-32124	110	10	linking	link	VERB
fcis-32124	110	11	concept	concept	NOUN
fcis-32124	110	12	mapping	mapping	NOUN
fcis-32124	110	13	rule	rule	NOUN
fcis-32124	110	14	reasoning	reasoning	NOUN
fcis-32124	110	15	"	"	PUNCT
fcis-32124	110	16	,	,	PUNCT
fcis-32124	110	17	for	for	ADP
fcis-32124	110	18	instance	instance	NOUN
fcis-32124	110	19	,	,	PUNCT
fcis-32124	110	20	by	by	ADP
fcis-32124	110	21	conceptually	conceptually	ADV
fcis-32124	110	22	mapping	map	VERB
fcis-32124	110	23	"	"	PUNCT
fcis-32124	110	24	gene	gene	NOUN
fcis-32124	110	25	editing	edit	VERB
fcis-32124	110	26	technology	technology	NOUN
fcis-32124	110	27	"	"	PUNCT
fcis-32124	110	28	with	with	ADP
fcis-32124	110	29	article	article	NOUN
fcis-32124	110	30	25	25	NUM
fcis-32124	110	31	of	of	ADP
fcis-32124	110	32	the	the	DET
fcis-32124	110	33	patent	patent	NOUN
fcis-32124	110	34	law	law	NOUN
fcis-32124	110	35	,	,	PUNCT
fcis-32124	110	36	"	"	PUNCT
fcis-32124	110	37	diagnosis	diagnosis	NOUN
fcis-32124	110	38	and	and	CCONJ
fcis-32124	110	39	treatment	treatment	NOUN
fcis-32124	110	40	methods	method	NOUN
fcis-32124	110	41	for	for	ADP
fcis-32124	110	42	diseases	disease	NOUN
fcis-32124	110	43	"	"	PUNCT
fcis-32124	110	44	,	,	PUNCT
fcis-32124	110	45	to	to	PART
fcis-32124	110	46	establish	establish	VERB
fcis-32124	110	47	semantic	semantic	ADJ
fcis-32124	110	48	associations	association	NOUN
fcis-32124	110	49	between	between	ADP
fcis-32124	110	50	technology	technology	NOUN
fcis-32124	110	51	and	and	CCONJ
fcis-32124	110	52	law	law	NOUN
fcis-32124	110	53	.	.	PUNCT
fcis-32124	111	1	in	in	ADP
fcis-32124	111	2	similarity	similarity	NOUN
fcis-32124	111	3	calculation	calculation	NOUN
fcis-32124	111	4	,	,	PUNCT
fcis-32124	111	5	the	the	DET
fcis-32124	111	6	introduction	introduction	NOUN
fcis-32124	111	7	of	of	ADP
fcis-32124	111	8	a	a	DET
fcis-32124	111	9	knowledge	knowledge	NOUN
fcis-32124	111	10	attention	attention	NOUN
fcis-32124	111	11	mechanism	mechanism	NOUN
fcis-32124	111	12	enables	enable	VERB
fcis-32124	111	13	the	the	DET
fcis-32124	111	14	model	model	NOUN
fcis-32124	111	15	to	to	PART
fcis-32124	111	16	prioritize	prioritize	VERB
fcis-32124	111	17	technical	technical	ADJ
fcis-32124	111	18	features	feature	NOUN
fcis-32124	111	19	related	relate	VERB
fcis-32124	111	20	to	to	ADP
fcis-32124	111	21	legal	legal	ADJ
fcis-32124	111	22	provisions	provision	NOUN
fcis-32124	111	23	.	.	PUNCT
fcis-32124	112	1	this	this	DET
fcis-32124	112	2	optimization	optimization	NOUN
fcis-32124	112	3	,	,	PUNCT
fcis-32124	112	4	in	in	ADP
fcis-32124	112	5	the	the	DET
fcis-32124	112	6	scenario	scenario	NOUN
fcis-32124	112	7	of	of	ADP
fcis-32124	112	8	patent	patent	NOUN
fcis-32124	112	9	novelty	novelty	NOUN
fcis-32124	112	10	judgment	judgment	NOUN
fcis-32124	112	11	,	,	PUNCT
fcis-32124	112	12	increases	increase	VERB
fcis-32124	112	13	the	the	DET
fcis-32124	112	14	matching	matching	NOUN
fcis-32124	112	15	accuracy	accuracy	NOUN
fcis-32124	112	16	by	by	ADP
fcis-32124	112	17	15.6	15.6	NUM
fcis-32124	112	18	%	%	NOUN
fcis-32124	112	19	,	,	PUNCT
fcis-32124	112	20	effectively	effectively	ADV
fcis-32124	112	21	addressing	address	VERB
fcis-32124	112	22	the	the	DET
fcis-32124	112	23	disconnection	disconnection	NOUN
fcis-32124	112	24	between	between	ADP
fcis-32124	112	25	technical	technical	ADJ
fcis-32124	112	26	and	and	CCONJ
fcis-32124	112	27	legal	legal	ADJ
fcis-32124	112	28	semantics	semantic	NOUN
fcis-32124	112	29	.	.	PUNCT
fcis-32124	113	1	context	context	NOUN
fcis-32124	113	2	-	-	PUNCT
fcis-32124	113	3	aware	aware	ADJ
fcis-32124	113	4	similarity	similarity	NOUN
fcis-32124	113	5	ranking	rank	VERB
fcis-32124	113	6	algorithms	algorithm	NOUN
fcis-32124	113	7	are	be	AUX
fcis-32124	113	8	the	the	DET
fcis-32124	113	9	key	key	NOUN
fcis-32124	113	10	to	to	ADP
fcis-32124	113	11	improving	improve	VERB
fcis-32124	113	12	the	the	DET
fcis-32124	113	13	accuracy	accuracy	NOUN
fcis-32124	113	14	of	of	ADP
fcis-32124	113	15	retrieval	retrieval	NOUN
fcis-32124	113	16	.	.	PUNCT
fcis-32124	114	1	traditional	traditional	ADJ
fcis-32124	114	2	similarity	similarity	NOUN
fcis-32124	114	3	calculation	calculation	NOUN
fcis-32124	114	4	ignores	ignore	VERB
fcis-32124	114	5	the	the	DET
fcis-32124	114	6	context	context	NOUN
fcis-32124	114	7	weight	weight	NOUN
fcis-32124	114	8	differences	difference	NOUN
fcis-32124	114	9	of	of	ADP
fcis-32124	114	10	technical	technical	ADJ
fcis-32124	114	11	features	feature	NOUN
fcis-32124	114	12	,	,	PUNCT
fcis-32124	114	13	resulting	result	VERB
fcis-32124	114	14	in	in	ADP
fcis-32124	114	15	the	the	DET
fcis-32124	114	16	equal	equal	ADJ
fcis-32124	114	17	treatment	treatment	NOUN
fcis-32124	114	18	of	of	ADP
fcis-32124	114	19	core	core	NOUN
fcis-32124	114	20	features	feature	NOUN
fcis-32124	114	21	and	and	CCONJ
fcis-32124	114	22	secondary	secondary	ADJ
fcis-32124	114	23	features	feature	NOUN
fcis-32124	114	24	,	,	PUNCT
fcis-32124	114	25	which	which	PRON
fcis-32124	114	26	affects	affect	VERB
fcis-32124	114	27	the	the	DET
fcis-32124	114	28	accuracy	accuracy	NOUN
fcis-32124	114	29	of	of	ADP
fcis-32124	114	30	retrieval	retrieval	NOUN
fcis-32124	114	31	results	result	NOUN
fcis-32124	114	32	.	.	PUNCT
fcis-32124	115	1	to	to	PART
fcis-32124	115	2	address	address	VERB
fcis-32124	115	3	this	this	DET
fcis-32124	115	4	issue	issue	NOUN
fcis-32124	115	5	,	,	PUNCT
fcis-32124	115	6	a	a	DET
fcis-32124	115	7	ranking	ranking	NOUN
fcis-32124	115	8	model	model	NOUN
fcis-32124	115	9	based	base	VERB
fcis-32124	115	10	on	on	ADP
fcis-32124	115	11	bidirectional	bidirectional	ADJ
fcis-32124	115	12	attention	attention	NOUN
fcis-32124	115	13	can	can	AUX
fcis-32124	115	14	be	be	AUX
fcis-32124	115	15	proposed	propose	VERB
fcis-32124	115	16	:	:	PUNCT
fcis-32124	115	17	in	in	ADP
fcis-32124	115	18	the	the	DET
fcis-32124	115	19	retrieval	retrieval	NOUN
fcis-32124	115	20	stage	stage	NOUN
fcis-32124	115	21	,	,	PUNCT
fcis-32124	115	22	drawing	draw	VERB
fcis-32124	115	23	on	on	ADP
fcis-32124	115	24	the	the	DET
fcis-32124	115	25	idea	idea	NOUN
fcis-32124	115	26	of	of	ADP
fcis-32124	115	27	the	the	DET
fcis-32124	115	28	"	"	PUNCT
fcis-32124	115	29	technical	technical	ADJ
fcis-32124	115	30	feature	feature	NOUN
fcis-32124	115	31	dna	dna	PROPN
fcis-32124	115	32	map	map	NOUN
fcis-32124	115	33	"	"	PUNCT
fcis-32124	115	34	of	of	ADP
fcis-32124	115	35	the	the	DET
fcis-32124	115	36	incopat	incopat	ADJ
fcis-32124	115	37	system	system	NOUN
fcis-32124	115	38	,	,	PUNCT
fcis-32124	115	39	the	the	DET
fcis-32124	115	40	structured	structured	ADJ
fcis-32124	115	41	features	feature	NOUN
fcis-32124	115	42	of	of	ADP
fcis-32124	115	43	the	the	DET
fcis-32124	115	44	target	target	NOUN
fcis-32124	115	45	patent	patent	NOUN
fcis-32124	115	46	are	be	AUX
fcis-32124	115	47	transformed	transform	VERB
fcis-32124	115	48	into	into	ADP
fcis-32124	115	49	semantic	semantic	ADJ
fcis-32124	115	50	vectors	vector	NOUN
fcis-32124	115	51	to	to	PART
fcis-32124	115	52	ensure	ensure	VERB
fcis-32124	115	53	the	the	DET
fcis-32124	115	54	integrity	integrity	NOUN
fcis-32124	115	55	of	of	ADP
fcis-32124	115	56	the	the	DET
fcis-32124	115	57	feature	feature	NOUN
fcis-32124	115	58	representation	representation	NOUN
fcis-32124	115	59	;	;	PUNCT
fcis-32124	115	60	in	in	ADP
fcis-32124	115	61	the	the	DET
fcis-32124	115	62	ranking	ranking	ADJ
fcis-32124	115	63	stage	stage	NOUN
fcis-32124	115	64	,	,	PUNCT
fcis-32124	115	65	the	the	DET
fcis-32124	115	66	context	context	NOUN
fcis-32124	115	67	similarity	similarity	NOUN
fcis-32124	115	68	between	between	ADP
fcis-32124	115	69	the	the	DET
fcis-32124	115	70	target	target	NOUN
fcis-32124	115	71	features	feature	NOUN
fcis-32124	115	72	and	and	CCONJ
fcis-32124	115	73	the	the	DET
fcis-32124	115	74	candidate	candidate	NOUN
fcis-32124	115	75	patent	patent	NOUN
fcis-32124	115	76	features	feature	NOUN
fcis-32124	115	77	is	be	AUX
fcis-32124	115	78	calculated	calculate	VERB
fcis-32124	115	79	through	through	ADP
fcis-32124	115	80	the	the	DET
fcis-32124	115	81	bidirectional	bidirectional	ADJ
fcis-32124	115	82	attention	attention	NOUN
fcis-32124	115	83	mechanism	mechanism	NOUN
fcis-32124	115	84	,	,	PUNCT
fcis-32124	115	85	and	and	CCONJ
fcis-32124	115	86	the	the	DET
fcis-32124	115	87	weights	weight	NOUN
fcis-32124	115	88	of	of	ADP
fcis-32124	115	89	different	different	ADJ
fcis-32124	115	90	features	feature	NOUN
fcis-32124	115	91	in	in	ADP
fcis-32124	115	92	specific	specific	ADJ
fcis-32124	115	93	contexts	context	NOUN
fcis-32124	115	94	are	be	AUX
fcis-32124	115	95	clarified	clarify	VERB
fcis-32124	115	96	.	.	PUNCT
fcis-32124	116	1	combine	combine	VERB
fcis-32124	116	2	the	the	DET
fcis-32124	116	3	"	"	PUNCT
fcis-32124	116	4	core	core	ADJ
fcis-32124	116	5	feature	feature	NOUN
fcis-32124	116	6	weight	weight	NOUN
fcis-32124	116	7	doubling	doubling	NOUN
fcis-32124	116	8	"	"	PUNCT
fcis-32124	116	9	strategy	strategy	NOUN
fcis-32124	116	10	to	to	PART
fcis-32124	116	11	output	output	VERB
fcis-32124	116	12	the	the	DET
fcis-32124	116	13	final	final	ADJ
fcis-32124	116	14	ranking	ranking	NOUN
fcis-32124	116	15	result	result	NOUN
fcis-32124	116	16	,	,	PUNCT
fcis-32124	116	17	highlighting	highlight	VERB
fcis-32124	116	18	the	the	DET
fcis-32124	116	19	influence	influence	NOUN
fcis-32124	116	20	of	of	ADP
fcis-32124	116	21	core	core	ADJ
fcis-32124	116	22	technical	technical	ADJ
fcis-32124	116	23	features	feature	NOUN
fcis-32124	116	24	.	.	PUNCT
fcis-32124	117	1	experimental	experimental	ADJ
fcis-32124	117	2	data	datum	NOUN
fcis-32124	117	3	show	show	VERB
fcis-32124	117	4	that	that	SCONJ
fcis-32124	117	5	in	in	ADP
fcis-32124	117	6	the	the	DET
fcis-32124	117	7	invalid	invalid	ADJ
fcis-32124	117	8	search	search	NOUN
fcis-32124	117	9	scenario	scenario	NOUN
fcis-32124	117	10	,	,	PUNCT
fcis-32124	117	11	this	this	DET
fcis-32124	117	12	algorithm	algorithm	NOUN
fcis-32124	117	13	has	have	AUX
fcis-32124	117	14	increased	increase	VERB
fcis-32124	117	15	the	the	DET
fcis-32124	117	16	proportion	proportion	NOUN
fcis-32124	117	17	of	of	ADP
fcis-32124	117	18	relevant	relevant	ADJ
fcis-32124	117	19	patents	patent	NOUN
fcis-32124	117	20	entering	enter	VERB
fcis-32124	117	21	the	the	DET
fcis-32124	117	22	top	top	ADJ
fcis-32124	117	23	10	10	NUM
fcis-32124	117	24	to	to	PART
fcis-32124	117	25	87.2	87.2	NUM
fcis-32124	117	26	%	%	NOUN
fcis-32124	117	27	,	,	PUNCT
fcis-32124	117	28	far	far	ADV
fcis-32124	117	29	exceeding	exceed	VERB
fcis-32124	117	30	the	the	DET
fcis-32124	117	31	62.5	62.5	NUM
fcis-32124	117	32	%	%	NOUN
fcis-32124	117	33	of	of	ADP
fcis-32124	117	34	the	the	DET
fcis-32124	117	35	traditional	traditional	ADJ
fcis-32124	117	36	tf	tf	PROPN
fcis-32124	117	37	-	-	PUNCT
fcis-32124	117	38	idf	idf	PROPN
fcis-32124	117	39	method	method	NOUN
fcis-32124	117	40	,	,	PUNCT
fcis-32124	117	41	significantly	significantly	ADV
fcis-32124	117	42	improving	improve	VERB
fcis-32124	117	43	the	the	DET
fcis-32124	117	44	accuracy	accuracy	NOUN
fcis-32124	117	45	and	and	CCONJ
fcis-32124	117	46	efficiency	efficiency	NOUN
fcis-32124	117	47	of	of	ADP
fcis-32124	117	48	the	the	DET
fcis-32124	117	49	search	search	NOUN
fcis-32124	117	50	.	.	PUNCT
fcis-32124	118	1	as	as	SCONJ
fcis-32124	118	2	shown	show	VERB
fcis-32124	118	3	in	in	ADP
fcis-32124	118	4	figure	figure	NOUN
fcis-32124	118	5	2	2	NUM
fcis-32124	118	6	,	,	PUNCT
fcis-32124	118	7	it	it	PRON
fcis-32124	118	8	is	be	AUX
fcis-32124	118	9	a	a	DET
fcis-32124	118	10	cross	cross	ADJ
fcis-32124	118	11	-	-	ADJ
fcis-32124	118	12	domain	domain	ADJ
fcis-32124	118	13	semantic	semantic	ADJ
fcis-32124	118	14	matching	matching	NOUN
fcis-32124	118	15	framework	framework	NOUN
fcis-32124	118	16	.	.	PUNCT
fcis-32124	119	1	3.3	3.3	NUM
fcis-32124	119	2	.	.	PUNCT
fcis-32124	120	1	modeling	modeling	NOUN
fcis-32124	120	2	of	of	ADP
fcis-32124	120	3	the	the	DET
fcis-32124	120	4	integration	integration	NOUN
fcis-32124	120	5	of	of	ADP
fcis-32124	120	6	legal	legal	ADJ
fcis-32124	120	7	and	and	CCONJ
fcis-32124	120	8	technical	technical	ADJ
fcis-32124	120	9	knowledge	knowledge	NOUN
fcis-32124	120	10	the	the	DET
fcis-32124	120	11	essence	essence	NOUN
fcis-32124	120	12	of	of	ADP
fcis-32124	120	13	intellectual	intellectual	ADJ
fcis-32124	120	14	property	property	NOUN
fcis-32124	120	15	examination	examination	NOUN
fcis-32124	120	16	is	be	AUX
fcis-32124	120	17	a	a	DET
fcis-32124	120	18	process	process	NOUN
fcis-32124	120	19	of	of	ADP
fcis-32124	120	20	judging	judge	VERB
fcis-32124	120	21	technical	technical	ADJ
fcis-32124	120	22	solutions	solution	NOUN
fcis-32124	120	23	based	base	VERB
fcis-32124	120	24	on	on	ADP
fcis-32124	120	25	legal	legal	ADJ
fcis-32124	120	26	rules	rule	NOUN
fcis-32124	120	27	.	.	PUNCT
fcis-32124	121	1	to	to	PART
fcis-32124	121	2	achieve	achieve	VERB
fcis-32124	121	3	the	the	DET
fcis-32124	121	4	intelligence	intelligence	NOUN
fcis-32124	121	5	of	of	ADP
fcis-32124	121	6	this	this	DET
fcis-32124	121	7	process	process	NOUN
fcis-32124	121	8	,	,	PUNCT
fcis-32124	121	9	it	it	PRON
fcis-32124	121	10	is	be	AUX
fcis-32124	121	11	necessary	necessary	ADJ
fcis-32124	121	12	to	to	PART
fcis-32124	121	13	break	break	VERB
fcis-32124	121	14	through	through	ADP
fcis-32124	121	15	the	the	DET
fcis-32124	121	16	semantic	semantic	ADJ
fcis-32124	121	17	disconnection	disconnection	NOUN
fcis-32124	121	18	between	between	ADP
fcis-32124	121	19	"	"	PUNCT
fcis-32124	121	20	technical	technical	ADJ
fcis-32124	121	21	features	feature	NOUN
fcis-32124	121	22	"	"	PUNCT
fcis-32124	121	23	and	and	CCONJ
fcis-32124	121	24	"	"	PUNCT
fcis-32124	121	25	legal	legal	ADJ
fcis-32124	121	26	provisions	provision	NOUN
fcis-32124	121	27	"	"	PUNCT
fcis-32124	121	28	,	,	PUNCT
fcis-32124	121	29	and	and	CCONJ
fcis-32124	121	30	achieve	achieve	VERB
fcis-32124	121	31	a	a	DET
fcis-32124	121	32	deep	deep	ADJ
fcis-32124	121	33	integration	integration	NOUN
fcis-32124	121	34	at	at	ADP
fcis-32124	121	35	the	the	DET
fcis-32124	121	36	knowledge	knowledge	NOUN
fcis-32124	121	37	level	level	NOUN
fcis-32124	121	38	.	.	PUNCT
fcis-32124	122	1	this	this	DET
fcis-32124	122	2	integration	integration	NOUN
fcis-32124	122	3	process	process	NOUN
fcis-32124	122	4	needs	need	VERB
fcis-32124	122	5	to	to	PART
fcis-32124	122	6	be	be	AUX
fcis-32124	122	7	advanced	advance	VERB
fcis-32124	122	8	from	from	ADP
fcis-32124	122	9	three	three	NUM
fcis-32124	122	10	levels	level	NOUN
fcis-32124	122	11	.	.	PUNCT
fcis-32124	123	1	the	the	DET
fcis-32124	123	2	structured	structured	ADJ
fcis-32124	123	3	representation	representation	NOUN
fcis-32124	123	4	and	and	CCONJ
fcis-32124	123	5	semantic	semantic	ADJ
fcis-32124	123	6	analysis	analysis	NOUN
fcis-32124	123	7	of	of	ADP
fcis-32124	123	8	legal	legal	ADJ
fcis-32124	123	9	provisions	provision	NOUN
fcis-32124	123	10	are	be	AUX
fcis-32124	123	11	the	the	DET
fcis-32124	123	12	foundation	foundation	NOUN
fcis-32124	123	13	of	of	ADP
fcis-32124	123	14	knowledge	knowledge	NOUN
fcis-32124	123	15	fusion	fusion	NOUN
fcis-32124	123	16	.	.	PUNCT
fcis-32124	124	1	legal	legal	ADJ
fcis-32124	124	2	provisions	provision	NOUN
fcis-32124	124	3	are	be	AUX
fcis-32124	124	4	often	often	ADV
fcis-32124	124	5	abstractly	abstractly	ADV
fcis-32124	124	6	expressed	express	VERB
fcis-32124	124	7	,	,	PUNCT
fcis-32124	124	8	making	make	VERB
fcis-32124	124	9	it	it	PRON
fcis-32124	124	10	difficult	difficult	ADJ
fcis-32124	124	11	to	to	PART
fcis-32124	124	12	directly	directly	ADV
fcis-32124	124	13	apply	apply	VERB
fcis-32124	124	14	them	they	PRON
fcis-32124	124	15	to	to	ADP
fcis-32124	124	16	technical	technical	ADJ
fcis-32124	124	17	judgments	judgment	NOUN
fcis-32124	124	18	.	.	PUNCT
fcis-32124	125	1	they	they	PRON
fcis-32124	125	2	need	need	VERB
fcis-32124	125	3	to	to	PART
fcis-32124	125	4	be	be	AUX
fcis-32124	125	5	transformed	transform	VERB
fcis-32124	125	6	into	into	ADP
fcis-32124	125	7	structured	structured	ADJ
fcis-32124	125	8	and	and	CCONJ
fcis-32124	125	9	computable	computable	ADJ
fcis-32124	125	10	semantic	semantic	ADJ
fcis-32124	125	11	units	unit	NOUN
fcis-32124	125	12	.	.	PUNCT
fcis-32124	126	1	legal	legal	ADJ
fcis-32124	126	2	provisions	provision	NOUN
fcis-32124	126	3	can	can	AUX
fcis-32124	126	4	be	be	AUX
fcis-32124	126	5	analyzed	analyze	VERB
fcis-32124	126	6	into	into	ADP
fcis-32124	126	7	a	a	DET
fcis-32124	126	8	ternary	ternary	ADJ
fcis-32124	126	9	structure	structure	NOUN
fcis-32124	126	10	of	of	ADP
fcis-32124	126	11	"	"	PUNCT
fcis-32124	126	12	constituent	constituent	ADJ
fcis-32124	126	13	elements	element	NOUN
fcis-32124	126	14	applicable	applicable	ADJ
fcis-32124	126	15	circumstances	circumstance	NOUN
fcis-32124	126	16	legal	legal	ADJ
fcis-32124	126	17	consequences	consequence	NOUN
fcis-32124	126	18	"	"	PUNCT
fcis-32124	126	19	,	,	PUNCT
fcis-32124	126	20	and	and	CCONJ
fcis-32124	126	21	the	the	DET
fcis-32124	126	22	ontology	ontology	NOUN
fcis-32124	126	23	modeling	modeling	NOUN
fcis-32124	126	24	method	method	NOUN
fcis-32124	126	25	is	be	AUX
fcis-32124	126	26	adopted	adopt	VERB
fcis-32124	126	27	to	to	PART
fcis-32124	126	28	construct	construct	VERB
fcis-32124	126	29	the	the	DET
fcis-32124	126	30	legal	legal	ADJ
fcis-32124	126	31	knowledge	knowledge	NOUN
fcis-32124	126	32	ontology	ontology	NOUN
fcis-32124	126	33	and	and	CCONJ
fcis-32124	126	34	clarify	clarify	VERB
fcis-32124	126	35	the	the	DET
fcis-32124	126	36	logical	logical	ADJ
fcis-32124	126	37	structure	structure	NOUN
fcis-32124	126	38	of	of	ADP
fcis-32124	126	39	the	the	DET
fcis-32124	126	40	provisions	provision	NOUN
fcis-32124	126	41	.	.	PUNCT
fcis-32124	127	1	taking	take	VERB
fcis-32124	127	2	the	the	DET
fcis-32124	127	3	"	"	PUNCT
fcis-32124	127	4	inventiveness	inventiveness	NOUN
fcis-32124	127	5	"	"	PUNCT
fcis-32124	127	6	clause	clause	NOUN
fcis-32124	127	7	of	of	ADP
fcis-32124	127	8	article	article	NOUN
fcis-32124	127	9	22	22	NUM
fcis-32124	127	10	of	of	ADP
fcis-32124	127	11	the	the	DET
fcis-32124	127	12	patent	patent	NOUN
fcis-32124	127	13	law	law	NOUN
fcis-32124	127	14	as	as	ADP
fcis-32124	127	15	an	an	DET
fcis-32124	127	16	example	example	NOUN
fcis-32124	127	17	,	,	PUNCT
fcis-32124	127	18	structured	structured	ADJ
fcis-32124	127	19	information	information	NOUN
fcis-32124	127	20	such	such	ADJ
fcis-32124	127	21	as	as	ADP
fcis-32124	127	22	"	"	PUNCT
fcis-32124	127	23	constituent	constituent	ADJ
fcis-32124	127	24	elements	element	NOUN
fcis-32124	127	25	:	:	PUNCT
fcis-32124	127	26	having	have	VERB
fcis-32124	127	27	outstanding	outstanding	ADJ
fcis-32124	127	28	substantive	substantive	ADJ
fcis-32124	127	29	features	feature	NOUN
fcis-32124	127	30	and	and	CCONJ
fcis-32124	127	31	significant	significant	ADJ
fcis-32124	127	32	progress	progress	NOUN
fcis-32124	127	33	"	"	PUNCT
fcis-32124	127	34	,	,	PUNCT
fcis-32124	127	35	"	"	PUNCT
fcis-32124	127	36	applicable	applicable	ADJ
fcis-32124	127	37	circumstances	circumstance	NOUN
fcis-32124	127	38	:	:	PUNCT
fcis-32124	127	39	38	38	NUM
fcis-32124	127	40	compared	compare	VERB
fcis-32124	127	41	with	with	ADP
fcis-32124	127	42	existing	exist	VERB
fcis-32124	127	43	technology	technology	NOUN
fcis-32124	127	44	"	"	PUNCT
fcis-32124	127	45	,	,	PUNCT
fcis-32124	127	46	and	and	CCONJ
fcis-32124	127	47	"	"	PUNCT
fcis-32124	127	48	legal	legal	ADJ
fcis-32124	127	49	consequences	consequence	NOUN
fcis-32124	127	50	:	:	PUNCT
fcis-32124	127	51	grant	grant	NOUN
fcis-32124	127	52	of	of	ADP
fcis-32124	127	53	patent	patent	NOUN
fcis-32124	127	54	right	right	ADJ
fcis-32124	127	55	/	/	SYM
fcis-32124	127	56	rejection	rejection	NOUN
fcis-32124	127	57	of	of	ADP
fcis-32124	127	58	application	application	NOUN
fcis-32124	127	59	"	"	PUNCT
fcis-32124	127	60	can	can	AUX
fcis-32124	127	61	be	be	AUX
fcis-32124	127	62	analyzed	analyze	VERB
fcis-32124	127	63	,	,	PUNCT
fcis-32124	127	64	transforming	transform	VERB
fcis-32124	127	65	the	the	DET
fcis-32124	127	66	abstract	abstract	ADJ
fcis-32124	127	67	clause	clause	NOUN
fcis-32124	127	68	into	into	ADP
fcis-32124	127	69	clear	clear	ADJ
fcis-32124	127	70	judgment	judgment	NOUN
fcis-32124	127	71	criteria	criterion	NOUN
fcis-32124	127	72	.	.	PUNCT
fcis-32124	128	1	meanwhile	meanwhile	ADV
fcis-32124	128	2	,	,	PUNCT
fcis-32124	128	3	the	the	DET
fcis-32124	128	4	semantic	semantic	ADJ
fcis-32124	128	5	encoding	encoding	NOUN
fcis-32124	128	6	of	of	ADP
fcis-32124	128	7	the	the	DET
fcis-32124	128	8	clause	clause	NOUN
fcis-32124	128	9	text	text	NOUN
fcis-32124	128	10	is	be	AUX
fcis-32124	128	11	carried	carry	VERB
fcis-32124	128	12	out	out	ADP
fcis-32124	128	13	through	through	ADP
fcis-32124	128	14	legalbert	legalbert	NOUN
fcis-32124	128	15	to	to	PART
fcis-32124	128	16	generate	generate	VERB
fcis-32124	128	17	vector	vector	NOUN
fcis-32124	128	18	representations	representation	NOUN
fcis-32124	128	19	containing	contain	VERB
fcis-32124	128	20	legal	legal	ADJ
fcis-32124	128	21	elements	element	NOUN
fcis-32124	128	22	,	,	PUNCT
fcis-32124	128	23	providing	provide	VERB
fcis-32124	128	24	computable	computable	ADJ
fcis-32124	128	25	legal	legal	ADJ
fcis-32124	128	26	basis	basis	NOUN
fcis-32124	128	27	for	for	ADP
fcis-32124	128	28	subsequent	subsequent	ADJ
fcis-32124	128	29	reasoning	reasoning	NOUN
fcis-32124	128	30	and	and	CCONJ
fcis-32124	128	31	avoiding	avoid	VERB
fcis-32124	128	32	judgment	judgment	NOUN
fcis-32124	128	33	errors	error	NOUN
fcis-32124	128	34	caused	cause	VERB
fcis-32124	128	35	by	by	ADP
fcis-32124	128	36	deviations	deviation	NOUN
fcis-32124	128	37	in	in	ADP
fcis-32124	128	38	clause	clause	NOUN
fcis-32124	128	39	understanding	understanding	NOUN
fcis-32124	128	40	.	.	PUNCT
fcis-32124	129	1	figure	figure	NOUN
fcis-32124	129	2	2	2	NUM
fcis-32124	129	3	.	.	PUNCT
fcis-32124	129	4	framework	framework	NOUN
fcis-32124	129	5	diagram	diagram	NOUN
fcis-32124	129	6	of	of	ADP
fcis-32124	129	7	cross	cross	ADJ
fcis-32124	129	8	-	-	ADJ
fcis-32124	129	9	domain	domain	ADJ
fcis-32124	129	10	semantic	semantic	NOUN
fcis-32124	129	11	matching	match	VERB
fcis-32124	129	12	the	the	DET
fcis-32124	129	13	construction	construction	NOUN
fcis-32124	129	14	and	and	CCONJ
fcis-32124	129	15	application	application	NOUN
fcis-32124	129	16	of	of	ADP
fcis-32124	129	17	the	the	DET
fcis-32124	129	18	technology	technology	NOUN
fcis-32124	129	19	-	-	PUNCT
fcis-32124	129	20	legal	legal	ADJ
fcis-32124	129	21	knowledge	knowledge	NOUN
fcis-32124	129	22	graph	graph	NOUN
fcis-32124	129	23	(	(	PUNCT
fcis-32124	129	24	ip	ip	NOUN
fcis-32124	129	25	-	-	PUNCT
fcis-32124	129	26	kg	kg	NOUN
fcis-32124	129	27	)	)	PUNCT
fcis-32124	129	28	is	be	AUX
fcis-32124	129	29	the	the	DET
fcis-32124	129	30	core	core	ADJ
fcis-32124	129	31	carrier	carrier	NOUN
fcis-32124	129	32	of	of	ADP
fcis-32124	129	33	knowledge	knowledge	NOUN
fcis-32124	129	34	fusion	fusion	NOUN
fcis-32124	129	35	.	.	PUNCT
fcis-32124	130	1	build	build	VERB
fcis-32124	130	2	a	a	DET
fcis-32124	130	3	knowledge	knowledge	NOUN
fcis-32124	130	4	graph	graph	NOUN
fcis-32124	130	5	that	that	PRON
fcis-32124	130	6	integrates	integrate	VERB
fcis-32124	130	7	technical	technical	ADJ
fcis-32124	130	8	entities	entity	NOUN
fcis-32124	130	9	,	,	PUNCT
fcis-32124	130	10	legal	legal	ADJ
fcis-32124	130	11	concepts	concept	NOUN
fcis-32124	130	12	,	,	PUNCT
fcis-32124	130	13	and	and	CCONJ
fcis-32124	130	14	review	review	VERB
fcis-32124	130	15	cases	case	NOUN
fcis-32124	130	16	,	,	PUNCT
fcis-32124	130	17	including	include	VERB
fcis-32124	130	18	three	three	NUM
fcis-32124	130	19	types	type	NOUN
fcis-32124	130	20	of	of	ADP
fcis-32124	130	21	nodes	node	NOUN
fcis-32124	130	22	:	:	PUNCT
fcis-32124	130	23	technical	technical	ADJ
fcis-32124	130	24	entities	entity	NOUN
fcis-32124	130	25	,	,	PUNCT
fcis-32124	130	26	legal	legal	ADJ
fcis-32124	130	27	concepts	concept	NOUN
fcis-32124	130	28	,	,	PUNCT
fcis-32124	130	29	and	and	CCONJ
fcis-32124	130	30	review	review	VERB
fcis-32124	130	31	cases	case	NOUN
fcis-32124	130	32	,	,	PUNCT
fcis-32124	130	33	as	as	ADV
fcis-32124	130	34	well	well	ADV
fcis-32124	130	35	as	as	ADP
fcis-32124	130	36	five	five	NUM
fcis-32124	130	37	types	type	NOUN
fcis-32124	130	38	of	of	ADP
fcis-32124	130	39	relationships	relationship	NOUN
fcis-32124	130	40	:	:	PUNCT
fcis-32124	130	41	"	"	PUNCT
fcis-32124	130	42	technology	technology	NOUN
fcis-32124	130	43	applicable	applicable	ADJ
fcis-32124	130	44	provisions	provision	NOUN
fcis-32124	130	45	"	"	PUNCT
fcis-32124	130	46	,	,	PUNCT
fcis-32124	130	47	"	"	PUNCT
fcis-32124	130	48	provisions	provision	NOUN
fcis-32124	130	49	cases	case	NOUN
fcis-32124	130	50	"	"	PUNCT
fcis-32124	130	51	,	,	PUNCT
fcis-32124	130	52	and	and	CCONJ
fcis-32124	130	53	"	"	PUNCT
fcis-32124	130	54	cases	case	VERB
fcis-32124	130	55	technical	technical	ADJ
fcis-32124	130	56	fields	field	NOUN
fcis-32124	130	57	"	"	PUNCT
fcis-32124	130	58	,	,	PUNCT
fcis-32124	130	59	to	to	PART
fcis-32124	130	60	form	form	VERB
fcis-32124	130	61	a	a	DET
fcis-32124	130	62	complete	complete	ADJ
fcis-32124	130	63	knowledge	knowledge	NOUN
fcis-32124	130	64	association	association	NOUN
fcis-32124	130	65	network	network	NOUN
fcis-32124	130	66	.	.	PUNCT
fcis-32124	131	1	the	the	DET
fcis-32124	131	2	automated	automate	VERB
fcis-32124	131	3	construction	construction	NOUN
fcis-32124	131	4	process	process	NOUN
fcis-32124	131	5	of	of	ADP
fcis-32124	131	6	"	"	PUNCT
fcis-32124	131	7	entity	entity	NOUN
fcis-32124	131	8	linking	link	VERB
fcis-32124	131	9	relationship	relationship	NOUN
fcis-32124	131	10	extraction	extraction	NOUN
fcis-32124	131	11	case	case	NOUN
fcis-32124	131	12	entry	entry	NOUN
fcis-32124	131	13	"	"	PUNCT
fcis-32124	131	14	is	be	AUX
fcis-32124	131	15	adopted	adopt	VERB
fcis-32124	131	16	.	.	PUNCT
fcis-32124	132	1	among	among	ADP
fcis-32124	132	2	them	they	PRON
fcis-32124	132	3	,	,	PUNCT
fcis-32124	132	4	the	the	DET
fcis-32124	132	5	relationship	relationship	NOUN
fcis-32124	132	6	extraction	extraction	NOUN
fcis-32124	132	7	uses	use	VERB
fcis-32124	132	8	the	the	DET
fcis-32124	132	9	few	few	ADJ
fcis-32124	132	10	-	-	PUNCT
fcis-32124	132	11	shot	shot	NOUN
fcis-32124	132	12	learning	learning	NOUN
fcis-32124	132	13	method	method	NOUN
fcis-32124	132	14	,	,	PUNCT
fcis-32124	132	15	and	and	CCONJ
fcis-32124	132	16	a	a	DET
fcis-32124	132	17	small	small	ADJ
fcis-32124	132	18	number	number	NOUN
fcis-32124	132	19	of	of	ADP
fcis-32124	132	20	manually	manually	ADV
fcis-32124	132	21	annotated	annotate	VERB
fcis-32124	132	22	cases	case	NOUN
fcis-32124	132	23	are	be	AUX
fcis-32124	132	24	used	use	VERB
fcis-32124	132	25	to	to	PART
fcis-32124	132	26	achieve	achieve	VERB
fcis-32124	132	27	model	model	NOUN
fcis-32124	132	28	training	training	NOUN
fcis-32124	132	29	,	,	PUNCT
fcis-32124	132	30	reducing	reduce	VERB
fcis-32124	132	31	the	the	DET
fcis-32124	132	32	annotation	annotation	NOUN
fcis-32124	132	33	cost	cost	NOUN
fcis-32124	132	34	while	while	SCONJ
fcis-32124	132	35	ensuring	ensure	VERB
fcis-32124	132	36	the	the	DET
fcis-32124	132	37	extraction	extraction	NOUN
fcis-32124	132	38	accuracy	accuracy	NOUN
fcis-32124	132	39	.	.	PUNCT
fcis-32124	133	1	during	during	ADP
fcis-32124	133	2	the	the	DET
fcis-32124	133	3	examination	examination	NOUN
fcis-32124	133	4	process	process	NOUN
fcis-32124	133	5	,	,	PUNCT
fcis-32124	133	6	ip	ip	NOUN
fcis-32124	133	7	-	-	PUNCT
fcis-32124	133	8	kg	kg	NOUN
fcis-32124	133	9	can	can	AUX
fcis-32124	133	10	provide	provide	VERB
fcis-32124	133	11	chain	chain	NOUN
fcis-32124	133	12	reasoning	reasoning	NOUN
fcis-32124	133	13	support	support	NOUN
fcis-32124	133	14	of	of	ADP
fcis-32124	133	15	"	"	PUNCT
fcis-32124	133	16	technical	technical	ADJ
fcis-32124	133	17	features	feature	NOUN
fcis-32124	133	18	→	→	SYM
fcis-32124	133	19	relevant	relevant	ADJ
fcis-32124	133	20	provisions	provision	NOUN
fcis-32124	133	21	→	→	SYM
fcis-32124	133	22	reference	reference	NOUN
fcis-32124	133	23	cases	case	NOUN
fcis-32124	133	24	"	"	PUNCT
fcis-32124	133	25	.	.	PUNCT
fcis-32124	134	1	for	for	ADP
fcis-32124	134	2	instance	instance	NOUN
fcis-32124	134	3	,	,	PUNCT
fcis-32124	134	4	when	when	SCONJ
fcis-32124	134	5	the	the	DET
fcis-32124	134	6	technical	technical	ADJ
fcis-32124	134	7	feature	feature	NOUN
fcis-32124	134	8	of	of	ADP
fcis-32124	134	9	"	"	PUNCT
fcis-32124	134	10	gene	gene	NOUN
fcis-32124	134	11	-	-	PUNCT
fcis-32124	134	12	edited	edit	VERB
fcis-32124	134	13	embryos	embryo	NOUN
fcis-32124	134	14	"	"	PUNCT
fcis-32124	134	15	is	be	AUX
fcis-32124	134	16	detected	detect	VERB
fcis-32124	134	17	,	,	PUNCT
fcis-32124	134	18	the	the	DET
fcis-32124	134	19	system	system	NOUN
fcis-32124	134	20	can	can	AUX
fcis-32124	134	21	automatically	automatically	ADV
fcis-32124	134	22	associate	associate	VERB
fcis-32124	134	23	it	it	PRON
fcis-32124	134	24	with	with	ADP
fcis-32124	134	25	article	article	NOUN
fcis-32124	134	26	25	25	NUM
fcis-32124	134	27	of	of	ADP
fcis-32124	134	28	the	the	DET
fcis-32124	134	29	patent	patent	NOUN
fcis-32124	134	30	law	law	NOUN
fcis-32124	134	31	and	and	CCONJ
fcis-32124	134	32	push	push	VERB
fcis-32124	134	33	relevant	relevant	ADJ
fcis-32124	134	34	rejection	rejection	NOUN
fcis-32124	134	35	cases	case	NOUN
fcis-32124	134	36	,	,	PUNCT
fcis-32124	134	37	providing	provide	VERB
fcis-32124	134	38	comprehensive	comprehensive	ADJ
fcis-32124	134	39	knowledge	knowledge	NOUN
fcis-32124	134	40	support	support	NOUN
fcis-32124	134	41	for	for	ADP
fcis-32124	134	42	examiners	examiner	NOUN
fcis-32124	134	43	and	and	CCONJ
fcis-32124	134	44	achieving	achieve	VERB
fcis-32124	134	45	a	a	DET
fcis-32124	134	46	deep	deep	ADJ
fcis-32124	134	47	integration	integration	NOUN
fcis-32124	134	48	of	of	ADP
fcis-32124	134	49	technology	technology	NOUN
fcis-32124	134	50	and	and	CCONJ
fcis-32124	134	51	law	law	NOUN
fcis-32124	134	52	.	.	PUNCT
fcis-32124	135	1	legal	legal	ADJ
fcis-32124	135	2	logical	logical	ADJ
fcis-32124	135	3	reasoning	reasoning	NOUN
fcis-32124	135	4	based	base	VERB
fcis-32124	135	5	on	on	ADP
fcis-32124	135	6	large	large	ADJ
fcis-32124	135	7	models	model	NOUN
fcis-32124	135	8	is	be	AUX
fcis-32124	135	9	an	an	DET
fcis-32124	135	10	advanced	advanced	ADJ
fcis-32124	135	11	application	application	NOUN
fcis-32124	135	12	of	of	ADP
fcis-32124	135	13	knowledge	knowledge	NOUN
fcis-32124	135	14	fusion	fusion	NOUN
fcis-32124	135	15	.	.	PUNCT
fcis-32124	136	1	for	for	ADP
fcis-32124	136	2	the	the	DET
fcis-32124	136	3	complex	complex	ADJ
fcis-32124	136	4	legal	legal	ADJ
fcis-32124	136	5	judgment	judgment	NOUN
fcis-32124	136	6	problems	problem	NOUN
fcis-32124	136	7	in	in	ADP
fcis-32124	136	8	the	the	DET
fcis-32124	136	9	review	review	NOUN
fcis-32124	136	10	,	,	PUNCT
fcis-32124	136	11	a	a	DET
fcis-32124	136	12	reasoning	reasoning	NOUN
fcis-32124	136	13	framework	framework	NOUN
fcis-32124	136	14	of	of	ADP
fcis-32124	136	15	"	"	PUNCT
fcis-32124	136	16	retrieval	retrieval	NOUN
fcis-32124	136	17	enhancement	enhancement	NOUN
fcis-32124	136	18	logical	logical	ADJ
fcis-32124	136	19	chain	chain	NOUN
fcis-32124	136	20	generation	generation	NOUN
fcis-32124	136	21	conclusion	conclusion	NOUN
fcis-32124	136	22	verification	verification	NOUN
fcis-32124	136	23	"	"	PUNCT
fcis-32124	136	24	needs	need	VERB
fcis-32124	136	25	to	to	PART
fcis-32124	136	26	be	be	AUX
fcis-32124	136	27	constructed	construct	VERB
fcis-32124	136	28	:	:	PUNCT
fcis-32124	136	29	firstly	firstly	ADV
fcis-32124	136	30	,	,	PUNCT
fcis-32124	136	31	relevant	relevant	ADJ
fcis-32124	136	32	legal	legal	ADJ
fcis-32124	136	33	provisions	provision	NOUN
fcis-32124	136	34	and	and	CCONJ
fcis-32124	136	35	reference	reference	NOUN
fcis-32124	136	36	cases	case	NOUN
fcis-32124	136	37	are	be	AUX
fcis-32124	136	38	obtained	obtain	VERB
fcis-32124	136	39	from	from	ADP
fcis-32124	136	40	ip	ip	ADJ
fcis-32124	136	41	-	-	PUNCT
fcis-32124	136	42	kg	kg	NOUN
fcis-32124	136	43	and	and	CCONJ
fcis-32124	136	44	the	the	DET
fcis-32124	136	45	case	case	NOUN
fcis-32124	136	46	library	library	NOUN
fcis-32124	136	47	through	through	ADP
fcis-32124	136	48	the	the	DET
fcis-32124	136	49	retrieval	retrieval	NOUN
fcis-32124	136	50	module	module	NOUN
fcis-32124	136	51	to	to	PART
fcis-32124	136	52	provide	provide	VERB
fcis-32124	136	53	factual	factual	ADJ
fcis-32124	136	54	basis	basis	NOUN
fcis-32124	136	55	for	for	ADP
fcis-32124	136	56	reasoning	reasoning	NOUN
fcis-32124	136	57	;	;	PUNCT
fcis-32124	136	58	then	then	ADV
fcis-32124	136	59	,	,	PUNCT
fcis-32124	136	60	the	the	DET
fcis-32124	136	61	large	large	ADJ
fcis-32124	136	62	model	model	NOUN
fcis-32124	136	63	after	after	ADP
fcis-32124	136	64	instruction	instruction	NOUN
fcis-32124	136	65	tuning	tuning	NOUN
fcis-32124	136	66	(	(	PUNCT
fcis-32124	136	67	such	such	ADJ
fcis-32124	136	68	as	as	ADP
fcis-32124	136	69	chatglm	chatglm	ADJ
fcis-32124	136	70	legal	legal	ADJ
fcis-32124	136	71	version	version	NOUN
fcis-32124	136	72	)	)	PUNCT
fcis-32124	136	73	is	be	AUX
fcis-32124	136	74	adopted	adopt	VERB
fcis-32124	136	75	to	to	PART
fcis-32124	136	76	generate	generate	VERB
fcis-32124	136	77	the	the	DET
fcis-32124	136	78	logical	logical	ADJ
fcis-32124	136	79	chain	chain	NOUN
fcis-32124	136	80	of	of	ADP
fcis-32124	136	81	"	"	PUNCT
fcis-32124	136	82	technical	technical	ADJ
fcis-32124	136	83	analysis	analysis	NOUN
fcis-32124	136	84	→	→	SYM
fcis-32124	136	85	clause	clause	NOUN
fcis-32124	136	86	application	application	NOUN
fcis-32124	136	87	→	→	SYM
fcis-32124	136	88	conclusion	conclusion	NOUN
fcis-32124	136	89	derivation	derivation	NOUN
fcis-32124	136	90	"	"	PUNCT
fcis-32124	136	91	,	,	PUNCT
fcis-32124	136	92	clarifying	clarify	VERB
fcis-32124	136	93	the	the	DET
fcis-32124	136	94	basis	basis	NOUN
fcis-32124	136	95	of	of	ADP
fcis-32124	136	96	each	each	DET
fcis-32124	136	97	step	step	NOUN
fcis-32124	136	98	of	of	ADP
fcis-32124	136	99	the	the	DET
fcis-32124	136	100	reasoning	reasoning	NOUN
fcis-32124	136	101	process	process	NOUN
fcis-32124	136	102	;	;	PUNCT
fcis-32124	136	103	finally	finally	ADV
fcis-32124	136	104	,	,	PUNCT
fcis-32124	136	105	the	the	DET
fcis-32124	136	106	conclusion	conclusion	NOUN
fcis-32124	136	107	is	be	AUX
fcis-32124	136	108	verified	verify	VERB
fcis-32124	136	109	through	through	ADP
fcis-32124	136	110	the	the	DET
fcis-32124	136	111	rule	rule	NOUN
fcis-32124	136	112	base	base	NOUN
fcis-32124	136	113	of	of	ADP
fcis-32124	136	114	legal	legal	ADJ
fcis-32124	136	115	experts	expert	NOUN
fcis-32124	136	116	to	to	PART
fcis-32124	136	117	ensure	ensure	VERB
fcis-32124	136	118	that	that	SCONJ
fcis-32124	136	119	the	the	DET
fcis-32124	136	120	reasoning	reasoning	NOUN
fcis-32124	136	121	complies	comply	VERB
fcis-32124	136	122	with	with	ADP
fcis-32124	136	123	legal	legal	ADJ
fcis-32124	136	124	norms	norm	NOUN
fcis-32124	136	125	and	and	CCONJ
fcis-32124	136	126	avoid	avoid	VERB
fcis-32124	136	127	logical	logical	ADJ
fcis-32124	136	128	loopholes	loophole	NOUN
fcis-32124	136	129	or	or	CCONJ
fcis-32124	136	130	errors	error	NOUN
fcis-32124	136	131	in	in	ADP
fcis-32124	136	132	the	the	DET
fcis-32124	136	133	application	application	NOUN
fcis-32124	136	134	of	of	ADP
fcis-32124	136	135	the	the	DET
fcis-32124	136	136	law	law	NOUN
fcis-32124	136	137	.	.	PUNCT
fcis-32124	137	1	the	the	DET
fcis-32124	137	2	ai	ai	ADJ
fcis-32124	137	3	legal	legal	ADJ
fcis-32124	137	4	assistant	assistant	NOUN
fcis-32124	137	5	module	module	NOUN
fcis-32124	137	6	of	of	ADP
fcis-32124	137	7	the	the	DET
fcis-32124	137	8	national	national	ADJ
fcis-32124	137	9	intellectual	intellectual	PROPN
fcis-32124	137	10	property	property	PROPN
fcis-32124	137	11	administration	administration	NOUN
fcis-32124	137	12	adopts	adopt	VERB
fcis-32124	137	13	similar	similar	ADJ
fcis-32124	137	14	technology	technology	NOUN
fcis-32124	137	15	to	to	PART
fcis-32124	137	16	achieve	achieve	VERB
fcis-32124	137	17	intelligent	intelligent	ADJ
fcis-32124	137	18	question	question	NOUN
fcis-32124	137	19	-	-	PUNCT
fcis-32124	137	20	and	and	CCONJ
fcis-32124	137	21	-	-	PUNCT
fcis-32124	137	22	answer	answer	NOUN
fcis-32124	137	23	for	for	ADP
fcis-32124	137	24	legal	legal	ADJ
fcis-32124	137	25	article	article	NOUN
fcis-32124	137	26	search	search	NOUN
fcis-32124	137	27	and	and	CCONJ
fcis-32124	137	28	case	case	NOUN
fcis-32124	137	29	analysis	analysis	NOUN
fcis-32124	137	30	,	,	PUNCT
fcis-32124	137	31	effectively	effectively	ADV
fcis-32124	137	32	enhancing	enhance	VERB
fcis-32124	137	33	the	the	DET
fcis-32124	137	34	legal	legal	ADJ
fcis-32124	137	35	application	application	NOUN
fcis-32124	137	36	ability	ability	NOUN
fcis-32124	137	37	of	of	ADP
fcis-32124	137	38	examiners	examiner	NOUN
fcis-32124	137	39	and	and	CCONJ
fcis-32124	137	40	promoting	promote	VERB
fcis-32124	137	41	the	the	DET
fcis-32124	137	42	transformation	transformation	NOUN
fcis-32124	137	43	of	of	ADP
fcis-32124	137	44	the	the	DET
fcis-32124	137	45	examination	examination	NOUN
fcis-32124	137	46	process	process	NOUN
fcis-32124	137	47	from	from	ADP
fcis-32124	137	48	"	"	PUNCT
fcis-32124	137	49	experiencedependent	experiencedependent	NOUN
fcis-32124	137	50	"	"	PUNCT
fcis-32124	137	51	to	to	ADP
fcis-32124	137	52	"	"	PUNCT
fcis-32124	137	53	knowledge	knowledge	NOUN
fcis-32124	137	54	-	-	PUNCT
fcis-32124	137	55	driven	drive	VERB
fcis-32124	137	56	"	"	PUNCT
fcis-32124	137	57	.	.	PUNCT
fcis-32124	138	1	as	as	SCONJ
fcis-32124	138	2	shown	show	VERB
fcis-32124	138	3	in	in	ADP
fcis-32124	138	4	figure	figure	NOUN
fcis-32124	138	5	3	3	NUM
fcis-32124	138	6	,	,	PUNCT
fcis-32124	138	7	it	it	PRON
fcis-32124	138	8	is	be	AUX
fcis-32124	138	9	the	the	DET
fcis-32124	138	10	modeling	modeling	NOUN
fcis-32124	138	11	framework	framework	NOUN
fcis-32124	138	12	for	for	ADP
fcis-32124	138	13	the	the	DET
fcis-32124	138	14	integration	integration	NOUN
fcis-32124	138	15	of	of	ADP
fcis-32124	138	16	legal	legal	ADJ
fcis-32124	138	17	and	and	CCONJ
fcis-32124	138	18	technical	technical	ADJ
fcis-32124	138	19	knowledge	knowledge	NOUN
fcis-32124	138	20	.	.	PUNCT
fcis-32124	139	1	figure	figure	NOUN
fcis-32124	139	2	3	3	NUM
fcis-32124	139	3	.	.	PUNCT
fcis-32124	139	4	framework	framework	NOUN
fcis-32124	139	5	diagram	diagram	NOUN
fcis-32124	139	6	for	for	ADP
fcis-32124	139	7	modeling	model	VERB
fcis-32124	139	8	the	the	DET
fcis-32124	139	9	integration	integration	NOUN
fcis-32124	139	10	of	of	ADP
fcis-32124	139	11	legal	legal	ADJ
fcis-32124	139	12	and	and	CCONJ
fcis-32124	139	13	technical	technical	ADJ
fcis-32124	139	14	knowledge	knowledge	NOUN
fcis-32124	139	15	39	39	NUM
fcis-32124	139	16	3.4	3.4	NUM
fcis-32124	139	17	.	.	PUNCT
fcis-32124	140	1	optimize	optimize	VERB
fcis-32124	140	2	the	the	DET
fcis-32124	140	3	interpretability	interpretability	NOUN
fcis-32124	140	4	and	and	CCONJ
fcis-32124	140	5	enhance	enhance	VERB
fcis-32124	140	6	the	the	DET
fcis-32124	140	7	credibility	credibility	NOUN
fcis-32124	140	8	of	of	ADP
fcis-32124	140	9	review	review	NOUN
fcis-32124	140	10	decisions	decision	NOUN
fcis-32124	140	11	modeling	modeling	NOUN
fcis-32124	140	12	of	of	ADP
fcis-32124	140	13	the	the	DET
fcis-32124	140	14	integration	integration	NOUN
fcis-32124	140	15	of	of	ADP
fcis-32124	140	16	legal	legal	ADJ
fcis-32124	140	17	and	and	CCONJ
fcis-32124	140	18	technical	technical	ADJ
fcis-32124	140	19	knowledge	knowledge	NOUN
fcis-32124	140	20	the	the	DET
fcis-32124	140	21	"	"	PUNCT
fcis-32124	140	22	black	black	ADJ
fcis-32124	140	23	box	box	NOUN
fcis-32124	140	24	"	"	PUNCT
fcis-32124	140	25	nature	nature	NOUN
fcis-32124	140	26	of	of	ADP
fcis-32124	140	27	large	large	ADJ
fcis-32124	140	28	models	model	NOUN
fcis-32124	140	29	leads	lead	VERB
fcis-32124	140	30	to	to	ADP
fcis-32124	140	31	a	a	DET
fcis-32124	140	32	lack	lack	NOUN
fcis-32124	140	33	of	of	ADP
fcis-32124	140	34	transparency	transparency	NOUN
fcis-32124	140	35	in	in	ADP
fcis-32124	140	36	review	review	NOUN
fcis-32124	140	37	decisions	decision	NOUN
fcis-32124	140	38	,	,	PUNCT
fcis-32124	140	39	making	make	VERB
fcis-32124	140	40	it	it	PRON
fcis-32124	140	41	difficult	difficult	ADJ
fcis-32124	140	42	to	to	PART
fcis-32124	140	43	meet	meet	VERB
fcis-32124	140	44	the	the	DET
fcis-32124	140	45	traceability	traceability	NOUN
fcis-32124	140	46	requirements	requirement	NOUN
fcis-32124	140	47	of	of	ADP
fcis-32124	140	48	intellectual	intellectual	ADJ
fcis-32124	140	49	property	property	NOUN
fcis-32124	140	50	reviews	review	NOUN
fcis-32124	140	51	and	and	CCONJ
fcis-32124	140	52	also	also	ADV
fcis-32124	140	53	affecting	affect	VERB
fcis-32124	140	54	the	the	DET
fcis-32124	140	55	trust	trust	NOUN
fcis-32124	140	56	of	of	ADP
fcis-32124	140	57	examiners	examiner	NOUN
fcis-32124	140	58	in	in	ADP
fcis-32124	140	59	the	the	DET
fcis-32124	140	60	model	model	NOUN
fcis-32124	140	61	's	's	PART
fcis-32124	140	62	conclusions	conclusion	NOUN
fcis-32124	140	63	.	.	PUNCT
fcis-32124	141	1	to	to	PART
fcis-32124	141	2	solve	solve	VERB
fcis-32124	141	3	this	this	DET
fcis-32124	141	4	problem	problem	NOUN
fcis-32124	141	5	,	,	PUNCT
fcis-32124	141	6	breakthroughs	breakthrough	NOUN
fcis-32124	141	7	need	need	VERB
fcis-32124	141	8	to	to	PART
fcis-32124	141	9	be	be	AUX
fcis-32124	141	10	made	make	VERB
fcis-32124	141	11	in	in	ADP
fcis-32124	141	12	both	both	DET
fcis-32124	141	13	model	model	NOUN
fcis-32124	141	14	architecture	architecture	NOUN
fcis-32124	141	15	design	design	NOUN
fcis-32124	141	16	and	and	CCONJ
fcis-32124	141	17	output	output	NOUN
fcis-32124	141	18	presentation	presentation	NOUN
fcis-32124	141	19	to	to	PART
fcis-32124	141	20	achieve	achieve	VERB
fcis-32124	141	21	"	"	PUNCT
fcis-32124	141	22	explainable	explainable	ADJ
fcis-32124	141	23	decisions	decision	NOUN
fcis-32124	141	24	and	and	CCONJ
fcis-32124	141	25	verifiable	verifiable	ADJ
fcis-32124	141	26	results	result	NOUN
fcis-32124	141	27	"	"	PUNCT
fcis-32124	141	28	.	.	PUNCT
fcis-32124	142	1	local	local	ADJ
fcis-32124	142	2	explanations	explanation	NOUN
fcis-32124	142	3	based	base	VERB
fcis-32124	142	4	on	on	ADP
fcis-32124	142	5	attention	attention	NOUN
fcis-32124	142	6	visualization	visualization	NOUN
fcis-32124	142	7	can	can	AUX
fcis-32124	142	8	help	help	VERB
fcis-32124	142	9	reviewers	reviewer	NOUN
fcis-32124	142	10	understand	understand	VERB
fcis-32124	142	11	the	the	DET
fcis-32124	142	12	basis	basis	NOUN
fcis-32124	142	13	for	for	ADP
fcis-32124	142	14	model	model	NOUN
fcis-32124	142	15	decisionmaking	decisionmake	VERB
fcis-32124	142	16	.	.	PUNCT
fcis-32124	143	1	in	in	ADP
fcis-32124	143	2	the	the	DET
fcis-32124	143	3	technical	technical	ADJ
fcis-32124	143	4	feature	feature	NOUN
fcis-32124	143	5	extraction	extraction	NOUN
fcis-32124	143	6	and	and	CCONJ
fcis-32124	143	7	similarity	similarity	NOUN
fcis-32124	143	8	comparison	comparison	NOUN
fcis-32124	143	9	module	module	NOUN
fcis-32124	143	10	,	,	PUNCT
fcis-32124	143	11	the	the	DET
fcis-32124	143	12	attention	attention	NOUN
fcis-32124	143	13	weight	weight	NOUN
fcis-32124	143	14	visualization	visualization	NOUN
fcis-32124	143	15	function	function	NOUN
fcis-32124	143	16	is	be	AUX
fcis-32124	143	17	integrated	integrate	VERB
fcis-32124	143	18	.	.	PUNCT
fcis-32124	144	1	the	the	DET
fcis-32124	144	2	grad	grad	NOUN
fcis-32124	144	3	-	-	PUNCT
fcis-32124	144	4	cam	cam	NOUN
fcis-32124	144	5	method	method	NOUN
fcis-32124	144	6	is	be	AUX
fcis-32124	144	7	adopted	adopt	VERB
fcis-32124	144	8	to	to	PART
fcis-32124	144	9	generate	generate	VERB
fcis-32124	144	10	the	the	DET
fcis-32124	144	11	text	text	NOUN
fcis-32124	144	12	heat	heat	NOUN
fcis-32124	144	13	map	map	NOUN
fcis-32124	144	14	,	,	PUNCT
fcis-32124	144	15	highlighting	highlight	VERB
fcis-32124	144	16	the	the	DET
fcis-32124	144	17	core	core	ADJ
fcis-32124	144	18	semantic	semantic	ADJ
fcis-32124	144	19	units	unit	NOUN
fcis-32124	144	20	relied	rely	VERB
fcis-32124	144	21	on	on	ADP
fcis-32124	144	22	by	by	ADP
fcis-32124	144	23	the	the	DET
fcis-32124	144	24	model	model	NOUN
fcis-32124	144	25	decision	decision	NOUN
fcis-32124	144	26	.	.	PUNCT
fcis-32124	145	1	for	for	ADP
fcis-32124	145	2	instance	instance	NOUN
fcis-32124	145	3	,	,	PUNCT
fcis-32124	145	4	in	in	ADP
fcis-32124	145	5	the	the	DET
fcis-32124	145	6	determination	determination	NOUN
fcis-32124	145	7	of	of	ADP
fcis-32124	145	8	patent	patent	NOUN
fcis-32124	145	9	similarity	similarity	NOUN
fcis-32124	145	10	,	,	PUNCT
fcis-32124	145	11	the	the	DET
fcis-32124	145	12	heat	heat	NOUN
fcis-32124	145	13	map	map	NOUN
fcis-32124	145	14	can	can	AUX
fcis-32124	145	15	visually	visually	ADV
fcis-32124	145	16	present	present	VERB
fcis-32124	145	17	the	the	DET
fcis-32124	145	18	"	"	PUNCT
fcis-32124	145	19	core	core	ADJ
fcis-32124	145	20	technical	technical	ADJ
fcis-32124	145	21	features	feature	NOUN
fcis-32124	145	22	"	"	PUNCT
fcis-32124	145	23	and	and	CCONJ
fcis-32124	145	24	"	"	PUNCT
fcis-32124	145	25	distinguishing	distinguish	VERB
fcis-32124	145	26	technical	technical	ADJ
fcis-32124	145	27	features	feature	NOUN
fcis-32124	145	28	"	"	PUNCT
fcis-32124	145	29	that	that	SCONJ
fcis-32124	145	30	the	the	DET
fcis-32124	145	31	model	model	NOUN
fcis-32124	145	32	focuses	focus	VERB
fcis-32124	145	33	on	on	ADP
fcis-32124	145	34	.	.	PUNCT
fcis-32124	146	1	through	through	ADP
fcis-32124	146	2	the	the	DET
fcis-32124	146	3	heat	heat	NOUN
fcis-32124	146	4	map	map	NOUN
fcis-32124	146	5	,	,	PUNCT
fcis-32124	146	6	examiners	examiner	NOUN
fcis-32124	146	7	can	can	AUX
fcis-32124	146	8	quickly	quickly	ADV
fcis-32124	146	9	grasp	grasp	VERB
fcis-32124	146	10	the	the	DET
fcis-32124	146	11	judgment	judgment	NOUN
fcis-32124	146	12	logic	logic	NOUN
fcis-32124	146	13	of	of	ADP
fcis-32124	146	14	the	the	DET
fcis-32124	146	15	model	model	NOUN
fcis-32124	146	16	and	and	CCONJ
fcis-32124	146	17	understand	understand	VERB
fcis-32124	146	18	why	why	SCONJ
fcis-32124	146	19	two	two	NUM
fcis-32124	146	20	patents	patent	NOUN
fcis-32124	146	21	are	be	AUX
fcis-32124	146	22	determined	determined	ADJ
fcis-32124	146	23	to	to	PART
fcis-32124	146	24	be	be	AUX
fcis-32124	146	25	similar	similar	ADJ
fcis-32124	146	26	or	or	CCONJ
fcis-32124	146	27	dissimilar	dissimilar	ADJ
fcis-32124	146	28	.	.	PUNCT
fcis-32124	147	1	when	when	SCONJ
fcis-32124	147	2	handling	handle	VERB
fcis-32124	147	3	the	the	DET
fcis-32124	147	4	judgment	judgment	NOUN
fcis-32124	147	5	of	of	ADP
fcis-32124	147	6	graphic	graphic	ADJ
fcis-32124	147	7	similarity	similarity	NOUN
fcis-32124	147	8	,	,	PUNCT
fcis-32124	147	9	the	the	DET
fcis-32124	147	10	"	"	PUNCT
fcis-32124	147	11	copyright	copyright	NOUN
fcis-32124	147	12	ai	ai	VERB
fcis-32124	147	13	intelligent	intelligent	ADJ
fcis-32124	147	14	review	review	NOUN
fcis-32124	147	15	"	"	PUNCT
fcis-32124	147	16	system	system	NOUN
fcis-32124	147	17	in	in	ADP
fcis-32124	147	18	keqiao	keqiao	NOUN
fcis-32124	147	19	also	also	ADV
fcis-32124	147	20	displays	display	VERB
fcis-32124	147	21	the	the	DET
fcis-32124	147	22	key	key	ADJ
fcis-32124	147	23	feature	feature	NOUN
fcis-32124	147	24	matching	matching	NOUN
fcis-32124	147	25	areas	area	NOUN
fcis-32124	147	26	and	and	CCONJ
fcis-32124	147	27	similarity	similarity	NOUN
fcis-32124	147	28	scores	score	NOUN
fcis-32124	147	29	of	of	ADP
fcis-32124	147	30	similar	similar	ADJ
fcis-32124	147	31	images	image	NOUN
fcis-32124	147	32	,	,	PUNCT
fcis-32124	147	33	making	make	VERB
fcis-32124	147	34	the	the	DET
fcis-32124	147	35	decisionmaking	decisionmake	VERB
fcis-32124	147	36	basis	basis	NOUN
fcis-32124	147	37	clear	clear	ADJ
fcis-32124	147	38	at	at	ADP
fcis-32124	147	39	a	a	DET
fcis-32124	147	40	glance	glance	NOUN
fcis-32124	147	41	and	and	CCONJ
fcis-32124	147	42	significantly	significantly	ADV
fcis-32124	147	43	enhancing	enhance	VERB
fcis-32124	147	44	the	the	DET
fcis-32124	147	45	credibility	credibility	NOUN
fcis-32124	147	46	of	of	ADP
fcis-32124	147	47	the	the	DET
fcis-32124	147	48	decision	decision	NOUN
fcis-32124	147	49	-	-	PUNCT
fcis-32124	147	50	making	make	VERB
fcis-32124	147	51	results	result	NOUN
fcis-32124	147	52	.	.	PUNCT
fcis-32124	148	1	4	4	X
fcis-32124	148	2	.	.	X
fcis-32124	148	3	typical	typical	ADJ
fcis-32124	148	4	application	application	NOUN
fcis-32124	148	5	cases	case	NOUN
fcis-32124	148	6	and	and	CCONJ
fcis-32124	148	7	technical	technical	ADJ
fcis-32124	148	8	effectiveness	effectiveness	NOUN
fcis-32124	148	9	verification	verification	NOUN
fcis-32124	148	10	4.1	4.1	NUM
fcis-32124	148	11	.	.	PUNCT
fcis-32124	149	1	patent	patent	NOUN
fcis-32124	149	2	intelligent	intelligent	ADJ
fcis-32124	149	3	examination	examination	NOUN
fcis-32124	149	4	assistance	assistance	NOUN
fcis-32124	149	5	system	system	NOUN
fcis-32124	149	6	table	table	NOUN
fcis-32124	149	7	2	2	NUM
fcis-32124	149	8	.	.	PUNCT
fcis-32124	149	9	comparison	comparison	NOUN
fcis-32124	149	10	table	table	NOUN
fcis-32124	149	11	of	of	ADP
fcis-32124	149	12	efficiency	efficiency	NOUN
fcis-32124	149	13	improvement	improvement	NOUN
fcis-32124	149	14	of	of	ADP
fcis-32124	149	15	patent	patent	NOUN
fcis-32124	149	16	intelligent	intelligent	ADJ
fcis-32124	149	17	examination	examination	NOUN
fcis-32124	149	18	assistance	assistance	NOUN
fcis-32124	149	19	system	system	NOUN
fcis-32124	149	20	evaluation	evaluation	NOUN
fcis-32124	149	21	indicator	indicator	NOUN
fcis-32124	149	22	ai	ai	VERB
fcis-32124	149	23	examination	examination	NOUN
fcis-32124	149	24	system	system	NOUN
fcis-32124	149	25	traditional	traditional	ADJ
fcis-32124	149	26	manual	manual	ADJ
fcis-32124	149	27	examination	examination	NOUN
fcis-32124	149	28	feature	feature	NOUN
fcis-32124	149	29	extraction	extraction	NOUN
fcis-32124	149	30	accuracy	accuracy	NOUN
fcis-32124	149	31	93.1	93.1	NUM
fcis-32124	149	32	%	%	NOUN
fcis-32124	149	33	80	80	NUM
fcis-32124	149	34	%	%	NOUN
fcis-32124	149	35	search	search	NOUN
fcis-32124	149	36	time	time	NOUN
fcis-32124	149	37	consumption	consumption	NOUN
fcis-32124	149	38	0.8h	0.8h	NUM
fcis-32124	149	39	4.5h	4.5h	NUM
fcis-32124	149	40	conclusion	conclusion	NOUN
fcis-32124	149	41	adoption	adoption	NOUN
fcis-32124	149	42	rate	rate	NOUN
fcis-32124	149	43	82.6	82.6	NUM
fcis-32124	149	44	%	%	NOUN
fcis-32124	149	45	~67	~67	PRON
fcis-32124	149	46	%	%	NOUN
fcis-32124	149	47	based	base	VERB
fcis-32124	149	48	on	on	ADP
fcis-32124	149	49	the	the	DET
fcis-32124	149	50	above	above	ADJ
fcis-32124	149	51	key	key	ADJ
fcis-32124	149	52	technologies	technology	NOUN
fcis-32124	149	53	,	,	PUNCT
fcis-32124	149	54	a	a	DET
fcis-32124	149	55	patent	patent	NOUN
fcis-32124	149	56	intelligent	intelligent	ADJ
fcis-32124	149	57	examination	examination	NOUN
fcis-32124	149	58	assistance	assistance	NOUN
fcis-32124	149	59	system	system	NOUN
fcis-32124	149	60	is	be	AUX
fcis-32124	149	61	developed	develop	VERB
fcis-32124	149	62	,	,	PUNCT
fcis-32124	149	63	integrating	integrate	VERB
fcis-32124	149	64	four	four	NUM
fcis-32124	149	65	functional	functional	ADJ
fcis-32124	149	66	modules	module	NOUN
fcis-32124	149	67	:	:	PUNCT
fcis-32124	149	68	"	"	PUNCT
fcis-32124	149	69	text	text	NOUN
fcis-32124	149	70	parsing	parse	VERB
fcis-32124	149	71	knowledge	knowledge	NOUN
fcis-32124	149	72	modeling	model	VERB
fcis-32124	149	73	intelligent	intelligent	ADJ
fcis-32124	149	74	retrieval	retrieval	NOUN
fcis-32124	149	75	auxiliary	auxiliary	ADJ
fcis-32124	149	76	judgment	judgment	NOUN
fcis-32124	149	77	"	"	PUNCT
fcis-32124	149	78	.	.	PUNCT
fcis-32124	150	1	in	in	ADP
fcis-32124	150	2	a	a	DET
fcis-32124	150	3	pilot	pilot	NOUN
fcis-32124	150	4	application	application	NOUN
fcis-32124	150	5	at	at	ADP
fcis-32124	150	6	a	a	DET
fcis-32124	150	7	certain	certain	ADJ
fcis-32124	150	8	examination	examination	NOUN
fcis-32124	150	9	center	center	NOUN
fcis-32124	150	10	of	of	ADP
fcis-32124	150	11	the	the	DET
fcis-32124	150	12	national	national	ADJ
fcis-32124	150	13	intellectual	intellectual	PROPN
fcis-32124	150	14	property	property	PROPN
fcis-32124	150	15	administration	administration	NOUN
fcis-32124	150	16	,	,	PUNCT
fcis-32124	150	17	1,000	1,000	NUM
fcis-32124	150	18	invention	invention	NOUN
fcis-32124	150	19	patent	patent	NOUN
fcis-32124	150	20	applications	application	NOUN
fcis-32124	150	21	were	be	AUX
fcis-32124	150	22	selected	select	VERB
fcis-32124	150	23	for	for	ADP
fcis-32124	150	24	testing	testing	NOUN
fcis-32124	150	25	,	,	PUNCT
fcis-32124	150	26	and	and	CCONJ
fcis-32124	150	27	the	the	DET
fcis-32124	150	28	results	result	NOUN
fcis-32124	150	29	showed	show	VERB
fcis-32124	150	30	that	that	SCONJ
fcis-32124	150	31	:	:	PUNCT
fcis-32124	150	32	the	the	DET
fcis-32124	150	33	accuracy	accuracy	NOUN
fcis-32124	150	34	rate	rate	NOUN
fcis-32124	150	35	of	of	ADP
fcis-32124	150	36	the	the	DET
fcis-32124	150	37	system	system	NOUN
fcis-32124	150	38	's	's	PART
fcis-32124	150	39	automatic	automatic	ADJ
fcis-32124	150	40	completion	completion	NOUN
fcis-32124	150	41	of	of	ADP
fcis-32124	150	42	technical	technical	ADJ
fcis-32124	150	43	feature	feature	NOUN
fcis-32124	150	44	extraction	extraction	NOUN
fcis-32124	150	45	reached	reach	VERB
fcis-32124	150	46	93.1	93.1	NUM
fcis-32124	150	47	%	%	NOUN
fcis-32124	150	48	.	.	PUNCT
fcis-32124	151	1	the	the	DET
fcis-32124	151	2	average	average	ADJ
fcis-32124	151	3	time	time	NOUN
fcis-32124	151	4	consumption	consumption	NOUN
fcis-32124	151	5	for	for	ADP
fcis-32124	151	6	similar	similar	ADJ
fcis-32124	151	7	literature	literature	NOUN
fcis-32124	151	8	retrieval	retrieval	NOUN
fcis-32124	151	9	was	be	AUX
fcis-32124	151	10	reduced	reduce	VERB
fcis-32124	151	11	from	from	ADP
fcis-32124	151	12	4.5	4.5	NUM
fcis-32124	151	13	hours	hour	NOUN
fcis-32124	151	14	manually	manually	ADV
fcis-32124	151	15	to	to	ADP
fcis-32124	151	16	0.8	0.8	NUM
fcis-32124	151	17	hours	hour	NOUN
fcis-32124	151	18	.	.	PUNCT
fcis-32124	152	1	the	the	DET
fcis-32124	152	2	adoption	adoption	NOUN
fcis-32124	152	3	rate	rate	NOUN
fcis-32124	152	4	of	of	ADP
fcis-32124	152	5	the	the	DET
fcis-32124	152	6	system	system	NOUN
fcis-32124	152	7	's	's	PART
fcis-32124	152	8	auxiliary	auxiliary	ADJ
fcis-32124	152	9	conclusions	conclusion	NOUN
fcis-32124	152	10	by	by	ADP
fcis-32124	152	11	examiners	examiner	NOUN
fcis-32124	152	12	was	be	AUX
fcis-32124	152	13	82.6	82.6	NUM
fcis-32124	152	14	%	%	NOUN
fcis-32124	152	15	,	,	PUNCT
fcis-32124	152	16	and	and	CCONJ
fcis-32124	152	17	the	the	DET
fcis-32124	152	18	average	average	ADJ
fcis-32124	152	19	examination	examination	NOUN
fcis-32124	152	20	cycle	cycle	NOUN
fcis-32124	152	21	for	for	ADP
fcis-32124	152	22	a	a	DET
fcis-32124	152	23	single	single	ADJ
fcis-32124	152	24	patent	patent	NOUN
fcis-32124	152	25	was	be	AUX
fcis-32124	152	26	shortened	shorten	VERB
fcis-32124	152	27	by	by	ADP
fcis-32124	152	28	3.2	3.2	NUM
fcis-32124	152	29	months	month	NOUN
fcis-32124	152	30	.	.	PUNCT
fcis-32124	153	1	as	as	SCONJ
fcis-32124	153	2	shown	show	VERB
fcis-32124	153	3	in	in	ADP
fcis-32124	153	4	table	table	NOUN
fcis-32124	153	5	2	2	NUM
fcis-32124	153	6	,	,	PUNCT
fcis-32124	153	7	the	the	DET
fcis-32124	153	8	performance	performance	NOUN
fcis-32124	153	9	improvement	improvement	NOUN
fcis-32124	153	10	comparison	comparison	NOUN
fcis-32124	153	11	of	of	ADP
fcis-32124	153	12	this	this	DET
fcis-32124	153	13	system	system	NOUN
fcis-32124	153	14	is	be	AUX
fcis-32124	153	15	presented	present	VERB
fcis-32124	153	16	.	.	PUNCT
fcis-32124	154	1	4.2	4.2	NUM
fcis-32124	154	2	.	.	PUNCT
fcis-32124	155	1	the	the	DET
fcis-32124	155	2	"	"	PUNCT
fcis-32124	155	3	copyright	copyright	NOUN
fcis-32124	155	4	ai	ai	VERB
fcis-32124	155	5	intelligent	intelligent	ADJ
fcis-32124	155	6	review	review	NOUN
fcis-32124	155	7	"	"	PUNCT
fcis-32124	155	8	system	system	NOUN
fcis-32124	155	9	of	of	ADP
fcis-32124	155	10	keqiao	keqiao	NOUN
fcis-32124	155	11	this	this	DET
fcis-32124	155	12	system	system	NOUN
fcis-32124	155	13	deeply	deeply	ADV
fcis-32124	155	14	integrates	integrate	VERB
fcis-32124	155	15	nlp	nlp	NOUN
fcis-32124	155	16	and	and	CCONJ
fcis-32124	155	17	computer	computer	NOUN
fcis-32124	155	18	vision	vision	NOUN
fcis-32124	155	19	technologies	technology	NOUN
fcis-32124	155	20	to	to	PART
fcis-32124	155	21	build	build	VERB
fcis-32124	155	22	an	an	DET
fcis-32124	155	23	intelligent	intelligent	ADJ
fcis-32124	155	24	review	review	NOUN
fcis-32124	155	25	system	system	NOUN
fcis-32124	155	26	covering	cover	VERB
fcis-32124	155	27	the	the	DET
fcis-32124	155	28	entire	entire	ADJ
fcis-32124	155	29	life	life	NOUN
fcis-32124	155	30	cycle	cycle	NOUN
fcis-32124	155	31	of	of	ADP
fcis-32124	155	32	copyright	copyright	NOUN
fcis-32124	155	33	.	.	PUNCT
fcis-32124	156	1	the	the	DET
fcis-32124	156	2	automatic	automatic	ADJ
fcis-32124	156	3	extraction	extraction	NOUN
fcis-32124	156	4	of	of	ADP
fcis-32124	156	5	work	work	NOUN
fcis-32124	156	6	ownership	ownership	NOUN
fcis-32124	156	7	information	information	NOUN
fcis-32124	156	8	is	be	AUX
fcis-32124	156	9	achieved	achieve	VERB
fcis-32124	156	10	through	through	ADP
fcis-32124	156	11	text	text	NOUN
fcis-32124	156	12	semantic	semantic	ADJ
fcis-32124	156	13	parsing	parsing	NOUN
fcis-32124	156	14	,	,	PUNCT
fcis-32124	156	15	combined	combine	VERB
fcis-32124	156	16	with	with	ADP
fcis-32124	156	17	the	the	DET
fcis-32124	156	18	analysis	analysis	NOUN
fcis-32124	156	19	of	of	ADP
fcis-32124	156	20	web	web	NOUN
fcis-32124	156	21	page	page	NOUN
fcis-32124	156	22	text	text	NOUN
fcis-32124	156	23	timestamps	timestamp	NOUN
fcis-32124	156	24	to	to	PART
fcis-32124	156	25	trace	trace	VERB
fcis-32124	156	26	the	the	DET
fcis-32124	156	27	creation	creation	NOUN
fcis-32124	156	28	sequence	sequence	NOUN
fcis-32124	156	29	,	,	PUNCT
fcis-32124	156	30	and	and	CCONJ
fcis-32124	156	31	based	base	VERB
fcis-32124	156	32	on	on	ADP
fcis-32124	156	33	cross	cross	ADJ
fcis-32124	156	34	-	-	ADJ
fcis-32124	156	35	modal	modal	ADJ
fcis-32124	156	36	similarity	similarity	NOUN
fcis-32124	156	37	calculation	calculation	NOUN
fcis-32124	156	38	to	to	PART
fcis-32124	156	39	realize	realize	VERB
fcis-32124	156	40	infringement	infringement	NOUN
fcis-32124	156	41	detection	detection	NOUN
fcis-32124	156	42	.	.	PUNCT
fcis-32124	157	1	as	as	ADP
fcis-32124	157	2	of	of	ADP
fcis-32124	157	3	september	september	PROPN
fcis-32124	157	4	2024	2024	NUM
fcis-32124	157	5	,	,	PUNCT
fcis-32124	157	6	the	the	DET
fcis-32124	157	7	system	system	NOUN
fcis-32124	157	8	has	have	AUX
fcis-32124	157	9	accepted	accept	VERB
fcis-32124	157	10	6,937	6,937	NUM
fcis-32124	157	11	duplicate	duplicate	ADJ
fcis-32124	157	12	check	check	NOUN
fcis-32124	157	13	cases	case	NOUN
fcis-32124	157	14	from	from	ADP
fcis-32124	157	15	187	187	NUM
fcis-32124	157	16	courts	court	NOUN
fcis-32124	157	17	in	in	ADP
fcis-32124	157	18	14	14	NUM
fcis-32124	157	19	provinces	province	NOUN
fcis-32124	157	20	,	,	PUNCT
fcis-32124	157	21	and	and	CCONJ
fcis-32124	157	22	identified	identify	VERB
fcis-32124	157	23	4,235	4,235	NUM
fcis-32124	157	24	cases	case	NOUN
fcis-32124	157	25	of	of	ADP
fcis-32124	157	26	prior	prior	ADJ
fcis-32124	157	27	use	use	NOUN
fcis-32124	157	28	,	,	PUNCT
fcis-32124	157	29	effectively	effectively	ADV
fcis-32124	157	30	supporting	support	VERB
fcis-32124	157	31	the	the	DET
fcis-32124	157	32	improvement	improvement	NOUN
fcis-32124	157	33	of	of	ADP
fcis-32124	157	34	judicial	judicial	ADJ
fcis-32124	157	35	trial	trial	NOUN
fcis-32124	157	36	efficiency	efficiency	NOUN
fcis-32124	157	37	.	.	PUNCT
fcis-32124	158	1	in	in	ADP
fcis-32124	158	2	the	the	DET
fcis-32124	158	3	application	application	NOUN
fcis-32124	158	4	of	of	ADP
fcis-32124	158	5	the	the	DET
fcis-32124	158	6	light	light	ADJ
fcis-32124	158	7	textile	textile	NOUN
fcis-32124	158	8	city	city	NOUN
fcis-32124	158	9	market	market	NOUN
fcis-32124	158	10	,	,	PUNCT
fcis-32124	158	11	33,000	33,000	NUM
fcis-32124	158	12	business	business	NOUN
fcis-32124	158	13	operators	operator	NOUN
fcis-32124	158	14	have	have	AUX
fcis-32124	158	15	self	self	NOUN
fcis-32124	158	16	-	-	PUNCT
fcis-32124	158	17	checked	check	VERB
fcis-32124	158	18	for	for	ADP
fcis-32124	158	19	plagiarism	plagiarism	NOUN
fcis-32124	158	20	through	through	ADP
fcis-32124	158	21	the	the	DET
fcis-32124	158	22	mini	mini	NOUN
fcis-32124	158	23	-	-	NOUN
fcis-32124	158	24	program	program	NOUN
fcis-32124	158	25	,	,	PUNCT
fcis-32124	158	26	reducing	reduce	VERB
fcis-32124	158	27	copyright	copyright	NOUN
fcis-32124	158	28	disputes	dispute	NOUN
fcis-32124	158	29	over	over	ADP
fcis-32124	158	30	patterns	pattern	NOUN
fcis-32124	158	31	by	by	ADP
fcis-32124	158	32	91.67	91.67	NUM
fcis-32124	158	33	%	%	NOUN
fcis-32124	158	34	in	in	ADP
fcis-32124	158	35	three	three	NUM
fcis-32124	158	36	years	year	NOUN
fcis-32124	158	37	,	,	PUNCT
fcis-32124	158	38	fully	fully	ADV
fcis-32124	158	39	demonstrating	demonstrate	VERB
fcis-32124	158	40	the	the	DET
fcis-32124	158	41	practical	practical	ADJ
fcis-32124	158	42	value	value	NOUN
fcis-32124	158	43	of	of	ADP
fcis-32124	158	44	nlp	nlp	NOUN
fcis-32124	158	45	technology	technology	NOUN
fcis-32124	158	46	.	.	PUNCT
fcis-32124	159	1	4.3	4.3	NUM
fcis-32124	159	2	.	.	PUNCT
fcis-32124	160	1	incopat	incopat	PROPN
fcis-32124	160	2	ai	ai	PROPN
fcis-32124	160	3	retrieval	retrieval	NOUN
fcis-32124	160	4	system	system	NOUN
fcis-32124	160	5	this	this	DET
fcis-32124	160	6	system	system	NOUN
fcis-32124	160	7	adopts	adopt	VERB
fcis-32124	160	8	a	a	DET
fcis-32124	160	9	fusion	fusion	NOUN
fcis-32124	160	10	architecture	architecture	NOUN
fcis-32124	160	11	of	of	ADP
fcis-32124	160	12	"	"	PUNCT
fcis-32124	160	13	technical	technical	ADJ
fcis-32124	160	14	feature	feature	NOUN
fcis-32124	160	15	dna	dna	PROPN
fcis-32124	160	16	map	map	NOUN
fcis-32124	160	17	+	+	CCONJ
fcis-32124	160	18	large	large	ADJ
fcis-32124	160	19	model	model	NOUN
fcis-32124	160	20	"	"	PUNCT
fcis-32124	160	21	to	to	PART
fcis-32124	160	22	achieve	achieve	VERB
fcis-32124	160	23	precise	precise	ADJ
fcis-32124	160	24	retrieval	retrieval	NOUN
fcis-32124	160	25	in	in	ADP
fcis-32124	160	26	scenarios	scenario	NOUN
fcis-32124	160	27	such	such	ADJ
fcis-32124	160	28	as	as	ADP
fcis-32124	160	29	novelty	novelty	NOUN
fcis-32124	160	30	search	search	NOUN
fcis-32124	160	31	,	,	PUNCT
fcis-32124	160	32	invalidation	invalidation	NOUN
fcis-32124	160	33	,	,	PUNCT
fcis-32124	160	34	and	and	CCONJ
fcis-32124	160	35	infringement	infringement	NOUN
fcis-32124	160	36	risk	risk	NOUN
fcis-32124	160	37	.	.	PUNCT
fcis-32124	161	1	by	by	ADP
fcis-32124	161	2	using	use	VERB
fcis-32124	161	3	nlp	nlp	NOUN
fcis-32124	161	4	technology	technology	NOUN
fcis-32124	161	5	to	to	PART
fcis-32124	161	6	transform	transform	VERB
fcis-32124	161	7	patent	patent	NOUN
fcis-32124	161	8	texts	text	NOUN
fcis-32124	161	9	into	into	ADP
fcis-32124	161	10	structured	structured	ADJ
fcis-32124	161	11	technical	technical	ADJ
fcis-32124	161	12	feature	feature	NOUN
fcis-32124	161	13	maps	map	NOUN
fcis-32124	161	14	and	and	CCONJ
fcis-32124	161	15	combining	combine	VERB
fcis-32124	161	16	the	the	DET
fcis-32124	161	17	semantic	semantic	ADJ
fcis-32124	161	18	understanding	understanding	NOUN
fcis-32124	161	19	capabilities	capability	NOUN
fcis-32124	161	20	of	of	ADP
fcis-32124	161	21	llms	llm	NOUN
fcis-32124	161	22	,	,	PUNCT
fcis-32124	161	23	the	the	DET
fcis-32124	161	24	matching	matching	NOUN
fcis-32124	161	25	accuracy	accuracy	NOUN
fcis-32124	161	26	is	be	AUX
fcis-32124	161	27	enhanced	enhance	VERB
fcis-32124	161	28	.	.	PUNCT
fcis-32124	162	1	in	in	ADP
fcis-32124	162	2	the	the	DET
fcis-32124	162	3	invalid	invalid	ADJ
fcis-32124	162	4	search	search	NOUN
fcis-32124	162	5	scenario	scenario	NOUN
fcis-32124	162	6	test	test	NOUN
fcis-32124	162	7	,	,	PUNCT
fcis-32124	162	8	the	the	DET
fcis-32124	162	9	optimized	optimize	VERB
fcis-32124	162	10	algorithm	algorithm	NOUN
fcis-32124	162	11	increased	increase	VERB
fcis-32124	162	12	the	the	DET
fcis-32124	162	13	proportion	proportion	NOUN
fcis-32124	162	14	of	of	ADP
fcis-32124	162	15	x	x	PUNCT
fcis-32124	162	16	files	file	NOUN
fcis-32124	162	17	entering	enter	VERB
fcis-32124	162	18	the	the	DET
fcis-32124	162	19	top	top	ADJ
fcis-32124	162	20	10	10	NUM
fcis-32124	162	21	of	of	ADP
fcis-32124	162	22	the	the	DET
fcis-32124	162	23	search	search	NOUN
fcis-32124	162	24	results	result	NOUN
fcis-32124	162	25	by	by	ADP
fcis-32124	162	26	more	more	ADJ
fcis-32124	162	27	than	than	ADP
fcis-32124	162	28	40	40	NUM
fcis-32124	162	29	%	%	NOUN
fcis-32124	162	30	,	,	PUNCT
fcis-32124	162	31	and	and	CCONJ
fcis-32124	162	32	at	at	ADP
fcis-32124	162	33	the	the	DET
fcis-32124	162	34	same	same	ADJ
fcis-32124	162	35	time	time	NOUN
fcis-32124	162	36	supported	support	VERB
fcis-32124	162	37	the	the	DET
fcis-32124	162	38	automatic	automatic	ADJ
fcis-32124	162	39	generation	generation	NOUN
fcis-32124	162	40	of	of	ADP
fcis-32124	162	41	search	search	NOUN
fcis-32124	162	42	reports	report	NOUN
fcis-32124	162	43	and	and	CCONJ
fcis-32124	162	44	the	the	DET
fcis-32124	162	45	visualization	visualization	NOUN
fcis-32124	162	46	of	of	ADP
fcis-32124	162	47	feature	feature	NOUN
fcis-32124	162	48	comparison	comparison	NOUN
fcis-32124	162	49	,	,	PUNCT
fcis-32124	162	50	significantly	significantly	ADV
fcis-32124	162	51	improving	improve	VERB
fcis-32124	162	52	the	the	DET
fcis-32124	162	53	efficiency	efficiency	NOUN
fcis-32124	162	54	of	of	ADP
fcis-32124	162	55	enterprise	enterprise	NOUN
fcis-32124	162	56	patent	patent	NOUN
fcis-32124	162	57	layout	layout	NOUN
fcis-32124	162	58	and	and	CCONJ
fcis-32124	162	59	risk	risk	NOUN
fcis-32124	162	60	prevention	prevention	NOUN
fcis-32124	162	61	and	and	CCONJ
fcis-32124	162	62	control	control	NOUN
fcis-32124	162	63	.	.	PUNCT
fcis-32124	163	1	5	5	X
fcis-32124	163	2	.	.	X
fcis-32124	163	3	challenges	challenge	NOUN
fcis-32124	163	4	and	and	CCONJ
fcis-32124	163	5	future	future	ADJ
fcis-32124	163	6	prospects	prospect	NOUN
fcis-32124	163	7	5.1	5.1	NUM
fcis-32124	163	8	.	.	PUNCT
fcis-32124	164	1	the	the	DET
fcis-32124	164	2	main	main	ADJ
fcis-32124	164	3	challenges	challenge	NOUN
fcis-32124	164	4	currently	currently	ADV
fcis-32124	164	5	faced	face	VERB
fcis-32124	164	6	although	although	SCONJ
fcis-32124	164	7	natural	natural	ADJ
fcis-32124	164	8	language	language	NOUN
fcis-32124	164	9	processing	processing	NOUN
fcis-32124	164	10	technology	technology	NOUN
fcis-32124	164	11	has	have	AUX
fcis-32124	164	12	demonstrated	demonstrate	VERB
fcis-32124	164	13	significant	significant	ADJ
fcis-32124	164	14	value	value	NOUN
fcis-32124	164	15	in	in	ADP
fcis-32124	164	16	the	the	DET
fcis-32124	164	17	field	field	NOUN
fcis-32124	164	18	of	of	ADP
fcis-32124	164	19	intellectual	intellectual	ADJ
fcis-32124	164	20	property	property	NOUN
fcis-32124	164	21	text	text	NOUN
fcis-32124	164	22	review	review	NOUN
fcis-32124	164	23	,	,	PUNCT
fcis-32124	164	24	the	the	DET
fcis-32124	164	25	implementation	implementation	NOUN
fcis-32124	164	26	and	and	CCONJ
fcis-32124	164	27	large	large	ADJ
fcis-32124	164	28	-	-	PUNCT
fcis-32124	164	29	scale	scale	NOUN
fcis-32124	164	30	application	application	NOUN
fcis-32124	164	31	of	of	ADP
fcis-32124	164	32	the	the	DET
fcis-32124	164	33	technology	technology	NOUN
fcis-32124	164	34	still	still	ADV
fcis-32124	164	35	need	need	VERB
fcis-32124	164	36	to	to	PART
fcis-32124	164	37	overcome	overcome	VERB
fcis-32124	164	38	multiple	multiple	ADJ
fcis-32124	164	39	practical	practical	ADJ
fcis-32124	164	40	bottlenecks	bottleneck	NOUN
fcis-32124	164	41	.	.	PUNCT
fcis-32124	165	1	at	at	ADP
fcis-32124	165	2	the	the	DET
fcis-32124	165	3	data	data	NOUN
fcis-32124	165	4	level	level	NOUN
fcis-32124	165	5	,	,	PUNCT
fcis-32124	165	6	high	high	ADJ
fcis-32124	165	7	-	-	PUNCT
fcis-32124	165	8	quality	quality	NOUN
fcis-32124	165	9	labeled	label	VERB
fcis-32124	165	10	data	datum	NOUN
fcis-32124	165	11	is	be	AUX
fcis-32124	165	12	the	the	DET
fcis-32124	165	13	core	core	NOUN
fcis-32124	165	14	support	support	NOUN
fcis-32124	165	15	for	for	ADP
fcis-32124	165	16	improving	improve	VERB
fcis-32124	165	17	the	the	DET
fcis-32124	165	18	performance	performance	NOUN
fcis-32124	165	19	of	of	ADP
fcis-32124	165	20	nlp	nlp	NOUN
fcis-32124	165	21	models	model	NOUN
fcis-32124	165	22	.	.	PUNCT
fcis-32124	166	1	however	however	ADV
fcis-32124	166	2	,	,	PUNCT
fcis-32124	166	3	intellectual	intellectual	ADJ
fcis-32124	166	4	property	property	NOUN
fcis-32124	166	5	data	datum	NOUN
fcis-32124	166	6	often	often	ADV
fcis-32124	166	7	contains	contain	VERB
fcis-32124	166	8	the	the	DET
fcis-32124	166	9	applicant	applicant	NOUN
fcis-32124	166	10	's	's	PART
fcis-32124	166	11	sensitive	sensitive	ADJ
fcis-32124	166	12	technical	technical	ADJ
fcis-32124	166	13	solutions	solution	NOUN
fcis-32124	166	14	and	and	CCONJ
fcis-32124	166	15	personal	personal	ADJ
fcis-32124	166	16	privacy	privacy	NOUN
fcis-32124	166	17	information	information	NOUN
fcis-32124	166	18	.	.	PUNCT
fcis-32124	167	1	during	during	ADP
fcis-32124	167	2	the	the	DET
fcis-32124	167	3	process	process	NOUN
fcis-32124	167	4	of	of	ADP
fcis-32124	167	5	data	datum	NOUN
fcis-32124	167	6	sharing	sharing	NOUN
fcis-32124	167	7	and	and	CCONJ
fcis-32124	167	8	labeling	labeling	NOUN
fcis-32124	167	9	,	,	PUNCT
fcis-32124	167	10	compliance	compliance	NOUN
fcis-32124	167	11	risks	risk	NOUN
fcis-32124	167	12	are	be	AUX
fcis-32124	167	13	easily	easily	ADV
fcis-32124	167	14	faced	face	VERB
fcis-32124	167	15	for	for	ADP
fcis-32124	167	16	example	example	NOUN
fcis-32124	167	17	,	,	PUNCT
fcis-32124	167	18	if	if	SCONJ
fcis-32124	167	19	the	the	DET
fcis-32124	167	20	core	core	NOUN
fcis-32124	167	21	technical	technical	ADJ
fcis-32124	167	22	parameters	parameter	NOUN
fcis-32124	167	23	in	in	ADP
fcis-32124	167	24	the	the	DET
fcis-32124	167	25	patent	patent	NOUN
fcis-32124	167	26	application	application	NOUN
fcis-32124	167	27	documents	document	NOUN
fcis-32124	167	28	are	be	AUX
fcis-32124	167	29	leaked	leak	VERB
fcis-32124	167	30	,	,	PUNCT
fcis-32124	167	31	it	it	PRON
fcis-32124	167	32	may	may	AUX
fcis-32124	167	33	directly	directly	ADV
fcis-32124	167	34	affect	affect	VERB
fcis-32124	167	35	the	the	DET
fcis-32124	167	36	applicant	applicant	NOUN
fcis-32124	167	37	's	's	PART
fcis-32124	167	38	competitive	competitive	ADJ
fcis-32124	167	39	advantage	advantage	NOUN
fcis-32124	167	40	in	in	ADP
fcis-32124	167	41	the	the	DET
fcis-32124	167	42	market	market	NOUN
fcis-32124	167	43	.	.	PUNCT
fcis-32124	168	1	how	how	SCONJ
fcis-32124	168	2	to	to	PART
fcis-32124	168	3	strike	strike	VERB
fcis-32124	168	4	a	a	DET
fcis-32124	168	5	balance	balance	NOUN
fcis-32124	168	6	between	between	ADP
fcis-32124	168	7	fully	fully	ADV
fcis-32124	168	8	leveraging	leverage	VERB
fcis-32124	168	9	the	the	DET
fcis-32124	168	10	value	value	NOUN
fcis-32124	168	11	of	of	ADP
fcis-32124	168	12	data	datum	NOUN
fcis-32124	168	13	and	and	CCONJ
fcis-32124	168	14	strictly	strictly	ADV
fcis-32124	168	15	protecting	protect	VERB
fcis-32124	168	16	privacy	privacy	NOUN
fcis-32124	168	17	and	and	CCONJ
fcis-32124	168	18	security	security	NOUN
fcis-32124	168	19	has	have	AUX
fcis-32124	168	20	become	become	VERB
fcis-32124	168	21	a	a	DET
fcis-32124	168	22	key	key	ADJ
fcis-32124	168	23	issue	issue	NOUN
fcis-32124	168	24	restricting	restrict	VERB
fcis-32124	168	25	technological	technological	ADJ
fcis-32124	168	26	development	development	NOUN
fcis-32124	168	27	.	.	PUNCT
fcis-32124	169	1	the	the	DET
fcis-32124	169	2	domain	domain	NOUN
fcis-32124	169	3	adaptation	adaptation	NOUN
fcis-32124	169	4	ability	ability	NOUN
fcis-32124	169	5	of	of	ADP
fcis-32124	169	6	the	the	DET
fcis-32124	169	7	model	model	NOUN
fcis-32124	169	8	also	also	ADV
fcis-32124	169	9	has	have	VERB
fcis-32124	169	10	limitations	limitation	NOUN
fcis-32124	169	11	.	.	PUNCT
fcis-32124	170	1	the	the	DET
fcis-32124	170	2	existing	exist	VERB
fcis-32124	170	3	technical	technical	ADJ
fcis-32124	170	4	solutions	solution	NOUN
fcis-32124	170	5	have	have	AUX
fcis-32124	170	6	achieved	achieve	VERB
fcis-32124	170	7	40	40	NUM
fcis-32124	170	8	relatively	relatively	ADV
fcis-32124	170	9	good	good	ADJ
fcis-32124	170	10	performance	performance	NOUN
fcis-32124	170	11	in	in	ADP
fcis-32124	170	12	traditional	traditional	ADJ
fcis-32124	170	13	technical	technical	ADJ
fcis-32124	170	14	fields	field	NOUN
fcis-32124	170	15	such	such	ADJ
fcis-32124	170	16	as	as	ADP
fcis-32124	170	17	mechanics	mechanic	NOUN
fcis-32124	170	18	and	and	CCONJ
fcis-32124	170	19	electronics	electronic	NOUN
fcis-32124	170	20	.	.	PUNCT
fcis-32124	171	1	however	however	ADV
fcis-32124	171	2	,	,	PUNCT
fcis-32124	171	3	when	when	SCONJ
fcis-32124	171	4	transferred	transfer	VERB
fcis-32124	171	5	across	across	ADP
fcis-32124	171	6	fields	field	NOUN
fcis-32124	171	7	to	to	ADP
fcis-32124	171	8	emerging	emerge	VERB
fcis-32124	171	9	fields	field	NOUN
fcis-32124	171	10	like	like	ADP
fcis-32124	171	11	quantum	quantum	NOUN
fcis-32124	171	12	computing	computing	NOUN
fcis-32124	171	13	and	and	CCONJ
fcis-32124	171	14	brain	brain	NOUN
fcis-32124	171	15	-	-	PUNCT
fcis-32124	171	16	computer	computer	NOUN
fcis-32124	171	17	interfaces	interface	NOUN
fcis-32124	171	18	,	,	PUNCT
fcis-32124	171	19	the	the	DET
fcis-32124	171	20	model	model	NOUN
fcis-32124	171	21	performance	performance	NOUN
fcis-32124	171	22	often	often	ADV
fcis-32124	171	23	experiences	experience	VERB
fcis-32124	171	24	a	a	DET
fcis-32124	171	25	significant	significant	ADJ
fcis-32124	171	26	decline	decline	NOUN
fcis-32124	171	27	.	.	PUNCT
fcis-32124	172	1	professional	professional	ADJ
fcis-32124	172	2	corpora	corpora	PROPN
fcis-32124	172	3	in	in	ADP
fcis-32124	172	4	such	such	ADJ
fcis-32124	172	5	emerging	emerge	VERB
fcis-32124	172	6	fields	field	NOUN
fcis-32124	172	7	are	be	AUX
fcis-32124	172	8	already	already	ADV
fcis-32124	172	9	scarce	scarce	ADJ
fcis-32124	172	10	,	,	PUNCT
fcis-32124	172	11	and	and	CCONJ
fcis-32124	172	12	the	the	DET
fcis-32124	172	13	speed	speed	NOUN
fcis-32124	172	14	of	of	ADP
fcis-32124	172	15	technological	technological	ADJ
fcis-32124	172	16	iteration	iteration	NOUN
fcis-32124	172	17	is	be	AUX
fcis-32124	172	18	fast	fast	ADJ
fcis-32124	172	19	with	with	ADP
fcis-32124	172	20	frequent	frequent	ADJ
fcis-32124	172	21	updates	update	NOUN
fcis-32124	172	22	in	in	ADP
fcis-32124	172	23	the	the	DET
fcis-32124	172	24	terminology	terminology	NOUN
fcis-32124	172	25	system	system	NOUN
fcis-32124	172	26	,	,	PUNCT
fcis-32124	172	27	which	which	PRON
fcis-32124	172	28	makes	make	VERB
fcis-32124	172	29	it	it	PRON
fcis-32124	172	30	difficult	difficult	ADJ
fcis-32124	172	31	for	for	SCONJ
fcis-32124	172	32	models	model	NOUN
fcis-32124	172	33	to	to	PART
fcis-32124	172	34	quickly	quickly	ADV
fcis-32124	172	35	adapt	adapt	VERB
fcis-32124	172	36	to	to	ADP
fcis-32124	172	37	the	the	DET
fcis-32124	172	38	review	review	NOUN
fcis-32124	172	39	requirements	requirement	NOUN
fcis-32124	172	40	of	of	ADP
fcis-32124	172	41	new	new	ADJ
fcis-32124	172	42	fields	field	NOUN
fcis-32124	172	43	and	and	CCONJ
fcis-32124	172	44	unable	unable	ADJ
fcis-32124	172	45	to	to	PART
fcis-32124	172	46	form	form	VERB
fcis-32124	172	47	stable	stable	ADJ
fcis-32124	172	48	and	and	CCONJ
fcis-32124	172	49	reliable	reliable	ADJ
fcis-32124	172	50	technical	technical	ADJ
fcis-32124	172	51	support	support	NOUN
fcis-32124	172	52	.	.	PUNCT
fcis-32124	173	1	the	the	DET
fcis-32124	173	2	dynamic	dynamic	ADJ
fcis-32124	173	3	evolution	evolution	NOUN
fcis-32124	173	4	of	of	ADP
fcis-32124	173	5	legal	legal	ADJ
fcis-32124	173	6	concepts	concept	NOUN
fcis-32124	173	7	also	also	ADV
fcis-32124	173	8	poses	pose	VERB
fcis-32124	173	9	challenges	challenge	NOUN
fcis-32124	173	10	to	to	ADP
fcis-32124	173	11	technological	technological	ADJ
fcis-32124	173	12	adaptation	adaptation	NOUN
fcis-32124	173	13	.	.	PUNCT
fcis-32124	174	1	laws	law	NOUN
fcis-32124	174	2	and	and	CCONJ
fcis-32124	174	3	regulations	regulation	NOUN
fcis-32124	174	4	are	be	AUX
fcis-32124	174	5	constantly	constantly	ADV
fcis-32124	174	6	revised	revise	VERB
fcis-32124	174	7	along	along	ADP
fcis-32124	174	8	with	with	ADP
fcis-32124	174	9	social	social	ADJ
fcis-32124	174	10	development	development	NOUN
fcis-32124	174	11	and	and	CCONJ
fcis-32124	174	12	judicial	judicial	ADJ
fcis-32124	174	13	practice	practice	NOUN
fcis-32124	174	14	,	,	PUNCT
fcis-32124	174	15	and	and	CCONJ
fcis-32124	174	16	new	new	ADJ
fcis-32124	174	17	legal	legal	ADJ
fcis-32124	174	18	issues	issue	NOUN
fcis-32124	174	19	keep	keep	VERB
fcis-32124	174	20	emerging	emerge	VERB
fcis-32124	174	21	.	.	PUNCT
fcis-32124	175	1	for	for	ADP
fcis-32124	175	2	instance	instance	NOUN
fcis-32124	175	3	,	,	PUNCT
fcis-32124	175	4	topics	topic	NOUN
fcis-32124	175	5	such	such	ADJ
fcis-32124	175	6	as	as	ADP
fcis-32124	175	7	"	"	PUNCT
fcis-32124	175	8	copyright	copyright	NOUN
fcis-32124	175	9	ownership	ownership	NOUN
fcis-32124	175	10	of	of	ADP
fcis-32124	175	11	works	work	NOUN
fcis-32124	175	12	generated	generate	VERB
fcis-32124	175	13	by	by	ADP
fcis-32124	175	14	artificial	artificial	ADJ
fcis-32124	175	15	intelligence	intelligence	NOUN
fcis-32124	175	16	"	"	PUNCT
fcis-32124	175	17	and	and	CCONJ
fcis-32124	175	18	"	"	PUNCT
fcis-32124	175	19	intellectual	intellectual	ADJ
fcis-32124	175	20	property	property	NOUN
fcis-32124	175	21	definition	definition	NOUN
fcis-32124	175	22	of	of	ADP
fcis-32124	175	23	nft	nft	PROPN
fcis-32124	175	24	digital	digital	PROPN
fcis-32124	175	25	assets	asset	NOUN
fcis-32124	175	26	"	"	PUNCT
fcis-32124	175	27	have	have	VERB
fcis-32124	175	28	yet	yet	ADV
fcis-32124	175	29	to	to	PART
fcis-32124	175	30	reach	reach	VERB
fcis-32124	175	31	a	a	DET
fcis-32124	175	32	unified	unified	ADJ
fcis-32124	175	33	consensus	consensus	NOUN
fcis-32124	175	34	on	on	ADP
fcis-32124	175	35	their	their	PRON
fcis-32124	175	36	legal	legal	ADJ
fcis-32124	175	37	semantics	semantic	NOUN
fcis-32124	175	38	.	.	PUNCT
fcis-32124	176	1	if	if	SCONJ
fcis-32124	176	2	the	the	DET
fcis-32124	176	3	model	model	NOUN
fcis-32124	176	4	fails	fail	VERB
fcis-32124	176	5	to	to	PART
fcis-32124	176	6	capture	capture	VERB
fcis-32124	176	7	these	these	DET
fcis-32124	176	8	changes	change	NOUN
fcis-32124	176	9	in	in	ADP
fcis-32124	176	10	real	real	ADJ
fcis-32124	176	11	time	time	NOUN
fcis-32124	176	12	,	,	PUNCT
fcis-32124	176	13	the	the	DET
fcis-32124	176	14	understanding	understanding	NOUN
fcis-32124	176	15	of	of	ADP
fcis-32124	176	16	legal	legal	ADJ
fcis-32124	176	17	concepts	concept	NOUN
fcis-32124	176	18	is	be	AUX
fcis-32124	176	19	likely	likely	ADJ
fcis-32124	176	20	to	to	PART
fcis-32124	176	21	remain	remain	VERB
fcis-32124	176	22	at	at	ADP
fcis-32124	176	23	a	a	DET
fcis-32124	176	24	static	static	ADJ
fcis-32124	176	25	level	level	NOUN
fcis-32124	176	26	,	,	PUNCT
fcis-32124	176	27	which	which	PRON
fcis-32124	176	28	in	in	ADP
fcis-32124	176	29	turn	turn	NOUN
fcis-32124	176	30	affects	affect	VERB
fcis-32124	176	31	the	the	DET
fcis-32124	176	32	legality	legality	NOUN
fcis-32124	176	33	and	and	CCONJ
fcis-32124	176	34	accuracy	accuracy	NOUN
fcis-32124	176	35	of	of	ADP
fcis-32124	176	36	the	the	DET
fcis-32124	176	37	review	review	NOUN
fcis-32124	176	38	conclusion	conclusion	NOUN
fcis-32124	176	39	.	.	PUNCT
fcis-32124	177	1	in	in	ADP
fcis-32124	177	2	addition	addition	NOUN
fcis-32124	177	3	,	,	PUNCT
fcis-32124	177	4	the	the	DET
fcis-32124	177	5	limitations	limitation	NOUN
fcis-32124	177	6	of	of	ADP
fcis-32124	177	7	computing	compute	VERB
fcis-32124	177	8	resources	resource	NOUN
fcis-32124	177	9	and	and	CCONJ
fcis-32124	177	10	implementation	implementation	NOUN
fcis-32124	177	11	costs	cost	NOUN
fcis-32124	177	12	can	can	AUX
fcis-32124	177	13	not	not	PART
fcis-32124	177	14	be	be	AUX
fcis-32124	177	15	ignored	ignore	VERB
fcis-32124	177	16	.	.	PUNCT
fcis-32124	178	1	the	the	DET
fcis-32124	178	2	training	training	NOUN
fcis-32124	178	3	and	and	CCONJ
fcis-32124	178	4	inference	inference	NOUN
fcis-32124	178	5	of	of	ADP
fcis-32124	178	6	large	large	ADJ
fcis-32124	178	7	models	model	NOUN
fcis-32124	178	8	require	require	VERB
fcis-32124	178	9	high	high	ADJ
fcis-32124	178	10	-	-	PUNCT
fcis-32124	178	11	performance	performance	NOUN
fcis-32124	178	12	computing	computing	NOUN
fcis-32124	178	13	equipment	equipment	NOUN
fcis-32124	178	14	and	and	CCONJ
fcis-32124	178	15	continuous	continuous	ADJ
fcis-32124	178	16	computing	computing	NOUN
fcis-32124	178	17	power	power	NOUN
fcis-32124	178	18	support	support	NOUN
fcis-32124	178	19	,	,	PUNCT
fcis-32124	178	20	which	which	PRON
fcis-32124	178	21	poses	pose	VERB
fcis-32124	178	22	a	a	DET
fcis-32124	178	23	too	too	ADV
fcis-32124	178	24	high	high	ADJ
fcis-32124	178	25	threshold	threshold	NOUN
fcis-32124	178	26	for	for	ADP
fcis-32124	178	27	small	small	ADJ
fcis-32124	178	28	and	and	CCONJ
fcis-32124	178	29	medium	medium	ADJ
fcis-32124	178	30	-	-	PUNCT
fcis-32124	178	31	sized	sized	ADJ
fcis-32124	178	32	review	review	NOUN
fcis-32124	178	33	institutions	institution	NOUN
fcis-32124	178	34	and	and	CCONJ
fcis-32124	178	35	innovative	innovative	ADJ
fcis-32124	178	36	enterprises	enterprise	NOUN
fcis-32124	178	37	with	with	ADP
fcis-32124	178	38	limited	limited	ADJ
fcis-32124	178	39	financial	financial	ADJ
fcis-32124	178	40	and	and	CCONJ
fcis-32124	178	41	technical	technical	ADJ
fcis-32124	178	42	strength	strength	NOUN
fcis-32124	178	43	.	.	PUNCT
fcis-32124	179	1	although	although	SCONJ
fcis-32124	179	2	many	many	ADJ
fcis-32124	179	3	small	small	ADJ
fcis-32124	179	4	and	and	CCONJ
fcis-32124	179	5	medium	medium	ADJ
fcis-32124	179	6	-	-	PUNCT
fcis-32124	179	7	sized	sized	ADJ
fcis-32124	179	8	entities	entity	NOUN
fcis-32124	179	9	have	have	VERB
fcis-32124	179	10	the	the	DET
fcis-32124	179	11	need	need	NOUN
fcis-32124	179	12	for	for	ADP
fcis-32124	179	13	intelligent	intelligent	ADJ
fcis-32124	179	14	review	review	NOUN
fcis-32124	179	15	,	,	PUNCT
fcis-32124	179	16	they	they	PRON
fcis-32124	179	17	are	be	AUX
fcis-32124	179	18	unable	unable	ADJ
fcis-32124	179	19	to	to	PART
fcis-32124	179	20	afford	afford	VERB
fcis-32124	179	21	the	the	DET
fcis-32124	179	22	hardware	hardware	NOUN
fcis-32124	179	23	investment	investment	NOUN
fcis-32124	179	24	and	and	CCONJ
fcis-32124	179	25	maintenance	maintenance	NOUN
fcis-32124	179	26	costs	cost	NOUN
fcis-32124	179	27	,	,	PUNCT
fcis-32124	179	28	and	and	CCONJ
fcis-32124	179	29	thus	thus	ADV
fcis-32124	179	30	find	find	VERB
fcis-32124	179	31	it	it	PRON
fcis-32124	179	32	difficult	difficult	ADJ
fcis-32124	179	33	to	to	PART
fcis-32124	179	34	enjoy	enjoy	VERB
fcis-32124	179	35	the	the	DET
fcis-32124	179	36	dividends	dividend	NOUN
fcis-32124	179	37	of	of	ADP
fcis-32124	179	38	technological	technological	ADJ
fcis-32124	179	39	development	development	NOUN
fcis-32124	179	40	,	,	PUNCT
fcis-32124	179	41	which	which	PRON
fcis-32124	179	42	limits	limit	VERB
fcis-32124	179	43	the	the	DET
fcis-32124	179	44	application	application	NOUN
fcis-32124	179	45	scope	scope	NOUN
fcis-32124	179	46	of	of	ADP
fcis-32124	179	47	the	the	DET
fcis-32124	179	48	technology	technology	NOUN
fcis-32124	179	49	.	.	PUNCT
fcis-32124	180	1	5.2	5.2	NUM
fcis-32124	180	2	.	.	PUNCT
fcis-32124	181	1	future	future	ADJ
fcis-32124	181	2	development	development	NOUN
fcis-32124	181	3	trends	trend	NOUN
fcis-32124	181	4	in	in	ADP
fcis-32124	181	5	response	response	NOUN
fcis-32124	181	6	to	to	ADP
fcis-32124	181	7	current	current	ADJ
fcis-32124	181	8	challenges	challenge	NOUN
fcis-32124	181	9	and	and	CCONJ
fcis-32124	181	10	in	in	ADP
fcis-32124	181	11	line	line	NOUN
fcis-32124	181	12	with	with	ADP
fcis-32124	181	13	the	the	DET
fcis-32124	181	14	direction	direction	NOUN
fcis-32124	181	15	of	of	ADP
fcis-32124	181	16	technological	technological	ADJ
fcis-32124	181	17	evolution	evolution	NOUN
fcis-32124	181	18	,	,	PUNCT
fcis-32124	181	19	the	the	DET
fcis-32124	181	20	development	development	NOUN
fcis-32124	181	21	of	of	ADP
fcis-32124	181	22	natural	natural	ADJ
fcis-32124	181	23	language	language	NOUN
fcis-32124	181	24	processing	processing	NOUN
fcis-32124	181	25	in	in	ADP
fcis-32124	181	26	the	the	DET
fcis-32124	181	27	field	field	NOUN
fcis-32124	181	28	of	of	ADP
fcis-32124	181	29	intellectual	intellectual	ADJ
fcis-32124	181	30	property	property	NOUN
fcis-32124	181	31	examination	examination	NOUN
fcis-32124	181	32	will	will	AUX
fcis-32124	181	33	present	present	VERB
fcis-32124	181	34	a	a	DET
fcis-32124	181	35	multi	multi	ADJ
fcis-32124	181	36	-	-	ADJ
fcis-32124	181	37	dimensional	dimensional	ADJ
fcis-32124	181	38	breakthrough	breakthrough	NOUN
fcis-32124	181	39	trend	trend	NOUN
fcis-32124	181	40	in	in	ADP
fcis-32124	181	41	the	the	DET
fcis-32124	181	42	future	future	NOUN
fcis-32124	181	43	.	.	PUNCT
fcis-32124	182	1	to	to	PART
fcis-32124	182	2	lower	lower	VERB
fcis-32124	182	3	the	the	DET
fcis-32124	182	4	application	application	NOUN
fcis-32124	182	5	threshold	threshold	NOUN
fcis-32124	182	6	,	,	PUNCT
fcis-32124	182	7	the	the	DET
fcis-32124	182	8	integration	integration	NOUN
fcis-32124	182	9	of	of	ADP
fcis-32124	182	10	lightweight	lightweight	ADJ
fcis-32124	182	11	models	model	NOUN
fcis-32124	182	12	and	and	CCONJ
fcis-32124	182	13	edge	edge	NOUN
fcis-32124	182	14	computing	computing	NOUN
fcis-32124	182	15	has	have	AUX
fcis-32124	182	16	become	become	VERB
fcis-32124	182	17	an	an	DET
fcis-32124	182	18	important	important	ADJ
fcis-32124	182	19	direction	direction	NOUN
fcis-32124	182	20	.	.	PUNCT
fcis-32124	183	1	through	through	ADP
fcis-32124	183	2	technologies	technology	NOUN
fcis-32124	183	3	such	such	ADJ
fcis-32124	183	4	as	as	ADP
fcis-32124	183	5	knowledge	knowledge	NOUN
fcis-32124	183	6	distillation	distillation	NOUN
fcis-32124	183	7	and	and	CCONJ
fcis-32124	183	8	quantization	quantization	NOUN
fcis-32124	183	9	compression	compression	NOUN
fcis-32124	183	10	,	,	PUNCT
fcis-32124	183	11	large	large	ADJ
fcis-32124	183	12	models	model	NOUN
fcis-32124	183	13	with	with	ADP
fcis-32124	183	14	tens	ten	NOUN
fcis-32124	183	15	of	of	ADP
fcis-32124	183	16	billions	billion	NOUN
fcis-32124	183	17	of	of	ADP
fcis-32124	183	18	parameters	parameter	NOUN
fcis-32124	183	19	can	can	AUX
fcis-32124	183	20	be	be	AUX
fcis-32124	183	21	streamlined	streamline	VERB
fcis-32124	183	22	to	to	ADP
fcis-32124	183	23	a	a	DET
fcis-32124	183	24	scale	scale	NOUN
fcis-32124	183	25	of	of	ADP
fcis-32124	183	26	tens	ten	NOUN
fcis-32124	183	27	of	of	ADP
fcis-32124	183	28	millions	million	NOUN
fcis-32124	183	29	.	.	PUNCT
fcis-32124	184	1	while	while	SCONJ
fcis-32124	184	2	ensuring	ensure	VERB
fcis-32124	184	3	core	core	NOUN
fcis-32124	184	4	performance	performance	NOUN
fcis-32124	184	5	,	,	PUNCT
fcis-32124	184	6	the	the	DET
fcis-32124	184	7	demand	demand	NOUN
fcis-32124	184	8	for	for	ADP
fcis-32124	184	9	computing	compute	VERB
fcis-32124	184	10	resources	resource	NOUN
fcis-32124	184	11	is	be	AUX
fcis-32124	184	12	significantly	significantly	ADV
fcis-32124	184	13	reduced	reduce	VERB
fcis-32124	184	14	,	,	PUNCT
fcis-32124	184	15	making	make	VERB
fcis-32124	184	16	them	they	PRON
fcis-32124	184	17	compatible	compatible	ADJ
fcis-32124	184	18	with	with	ADP
fcis-32124	184	19	edge	edge	NOUN
fcis-32124	184	20	computing	computing	NOUN
fcis-32124	184	21	devices	device	NOUN
fcis-32124	184	22	.	.	PUNCT
fcis-32124	185	1	this	this	DET
fcis-32124	185	2	lightweight	lightweight	ADJ
fcis-32124	185	3	solution	solution	NOUN
fcis-32124	185	4	can	can	AUX
fcis-32124	185	5	effectively	effectively	ADV
fcis-32124	185	6	reduce	reduce	VERB
fcis-32124	185	7	the	the	DET
fcis-32124	185	8	investment	investment	NOUN
fcis-32124	185	9	costs	cost	NOUN
fcis-32124	185	10	of	of	ADP
fcis-32124	185	11	small	small	ADJ
fcis-32124	185	12	and	and	CCONJ
fcis-32124	185	13	mediumsized	mediumsized	ADJ
fcis-32124	185	14	institutions	institution	NOUN
fcis-32124	185	15	and	and	CCONJ
fcis-32124	185	16	promote	promote	VERB
fcis-32124	185	17	the	the	DET
fcis-32124	185	18	penetration	penetration	NOUN
fcis-32124	185	19	of	of	ADP
fcis-32124	185	20	technology	technology	NOUN
fcis-32124	185	21	into	into	ADP
fcis-32124	185	22	a	a	DET
fcis-32124	185	23	wider	wide	ADJ
fcis-32124	185	24	range	range	NOUN
fcis-32124	185	25	of	of	ADP
fcis-32124	185	26	scenarios	scenario	NOUN
fcis-32124	185	27	.	.	PUNCT
fcis-32124	186	1	in	in	ADP
fcis-32124	186	2	the	the	DET
fcis-32124	186	3	field	field	NOUN
fcis-32124	186	4	of	of	ADP
fcis-32124	186	5	data	data	PROPN
fcis-32124	186	6	privacy	privacy	NOUN
fcis-32124	186	7	protection	protection	NOUN
fcis-32124	186	8	,	,	PUNCT
fcis-32124	186	9	the	the	DET
fcis-32124	186	10	application	application	NOUN
fcis-32124	186	11	of	of	ADP
fcis-32124	186	12	federated	federated	ADJ
fcis-32124	186	13	learning	learning	NOUN
fcis-32124	186	14	frameworks	framework	NOUN
fcis-32124	186	15	will	will	AUX
fcis-32124	186	16	provide	provide	VERB
fcis-32124	186	17	a	a	DET
fcis-32124	186	18	new	new	ADJ
fcis-32124	186	19	path	path	NOUN
fcis-32124	186	20	for	for	ADP
fcis-32124	186	21	multi	multi	ADJ
fcis-32124	186	22	-	-	ADJ
fcis-32124	186	23	agent	agent	ADJ
fcis-32124	186	24	collaboration	collaboration	NOUN
fcis-32124	186	25	.	.	PUNCT
fcis-32124	187	1	without	without	ADP
fcis-32124	187	2	sharing	share	VERB
fcis-32124	187	3	the	the	DET
fcis-32124	187	4	original	original	ADJ
fcis-32124	187	5	data	datum	NOUN
fcis-32124	187	6	,	,	PUNCT
fcis-32124	187	7	intellectual	intellectual	ADJ
fcis-32124	187	8	property	property	NOUN
fcis-32124	187	9	bureaus	bureaus	PROPN
fcis-32124	187	10	and	and	CCONJ
fcis-32124	187	11	enterprises	enterprise	NOUN
fcis-32124	187	12	in	in	ADP
fcis-32124	187	13	multiple	multiple	ADJ
fcis-32124	187	14	regions	region	NOUN
fcis-32124	187	15	can	can	AUX
fcis-32124	187	16	train	train	VERB
fcis-32124	187	17	sub	sub	NOUN
fcis-32124	187	18	-	-	NOUN
fcis-32124	187	19	models	model	NOUN
fcis-32124	187	20	based	base	VERB
fcis-32124	187	21	on	on	ADP
fcis-32124	187	22	local	local	ADJ
fcis-32124	187	23	data	datum	NOUN
fcis-32124	187	24	,	,	PUNCT
fcis-32124	187	25	and	and	CCONJ
fcis-32124	187	26	then	then	ADV
fcis-32124	187	27	update	update	VERB
fcis-32124	187	28	and	and	CCONJ
fcis-32124	187	29	optimize	optimize	VERB
fcis-32124	187	30	the	the	DET
fcis-32124	187	31	global	global	ADJ
fcis-32124	187	32	model	model	NOUN
fcis-32124	187	33	through	through	ADP
fcis-32124	187	34	the	the	DET
fcis-32124	187	35	aggregation	aggregation	NOUN
fcis-32124	187	36	of	of	ADP
fcis-32124	187	37	encrypted	encrypt	VERB
fcis-32124	187	38	parameters	parameter	NOUN
fcis-32124	187	39	.	.	PUNCT
fcis-32124	188	1	this	this	PRON
fcis-32124	188	2	not	not	PART
fcis-32124	188	3	only	only	ADV
fcis-32124	188	4	avoids	avoid	VERB
fcis-32124	188	5	the	the	DET
fcis-32124	188	6	risk	risk	NOUN
fcis-32124	188	7	of	of	ADP
fcis-32124	188	8	sensitive	sensitive	ADJ
fcis-32124	188	9	data	datum	NOUN
fcis-32124	188	10	leakage	leakage	NOUN
fcis-32124	188	11	but	but	CCONJ
fcis-32124	188	12	also	also	ADV
fcis-32124	188	13	integrates	integrate	VERB
fcis-32124	188	14	the	the	DET
fcis-32124	188	15	value	value	NOUN
fcis-32124	188	16	of	of	ADP
fcis-32124	188	17	multisource	multisource	ADJ
fcis-32124	188	18	data	datum	NOUN
fcis-32124	188	19	,	,	PUNCT
fcis-32124	188	20	enabling	enable	VERB
fcis-32124	188	21	the	the	DET
fcis-32124	188	22	model	model	NOUN
fcis-32124	188	23	to	to	PART
fcis-32124	188	24	further	far	ADV
fcis-32124	188	25	enhance	enhance	VERB
fcis-32124	188	26	its	its	PRON
fcis-32124	188	27	generalization	generalization	NOUN
fcis-32124	188	28	ability	ability	NOUN
fcis-32124	188	29	on	on	ADP
fcis-32124	188	30	the	the	DET
fcis-32124	188	31	basis	basis	NOUN
fcis-32124	188	32	of	of	ADP
fcis-32124	188	33	fully	fully	ADV
fcis-32124	188	34	learning	learn	VERB
fcis-32124	188	35	the	the	DET
fcis-32124	188	36	data	data	NOUN
fcis-32124	188	37	features	feature	NOUN
fcis-32124	188	38	of	of	ADP
fcis-32124	188	39	different	different	ADJ
fcis-32124	188	40	scenarios	scenario	NOUN
fcis-32124	188	41	.	.	PUNCT
fcis-32124	189	1	achieve	achieve	VERB
fcis-32124	189	2	the	the	DET
fcis-32124	189	3	collaborative	collaborative	ADJ
fcis-32124	189	4	effect	effect	NOUN
fcis-32124	189	5	of	of	ADP
fcis-32124	189	6	"	"	PUNCT
fcis-32124	189	7	data	datum	NOUN
fcis-32124	189	8	available	available	ADJ
fcis-32124	189	9	but	but	CCONJ
fcis-32124	189	10	not	not	PART
fcis-32124	189	11	visible	visible	ADJ
fcis-32124	189	12	"	"	PUNCT
fcis-32124	189	13	.	.	PUNCT
fcis-32124	190	1	the	the	DET
fcis-32124	190	2	deep	deep	ADJ
fcis-32124	190	3	integration	integration	NOUN
fcis-32124	190	4	of	of	ADP
fcis-32124	190	5	multimodal	multimodal	ADJ
fcis-32124	190	6	large	large	ADJ
fcis-32124	190	7	models	model	NOUN
fcis-32124	190	8	will	will	AUX
fcis-32124	190	9	break	break	VERB
fcis-32124	190	10	the	the	DET
fcis-32124	190	11	limitations	limitation	NOUN
fcis-32124	190	12	of	of	ADP
fcis-32124	190	13	a	a	DET
fcis-32124	190	14	single	single	ADJ
fcis-32124	190	15	type	type	NOUN
fcis-32124	190	16	of	of	ADP
fcis-32124	190	17	information	information	NOUN
fcis-32124	190	18	.	.	PUNCT
fcis-32124	191	1	the	the	DET
fcis-32124	191	2	future	future	ADJ
fcis-32124	191	3	intelligent	intelligent	ADJ
fcis-32124	191	4	examination	examination	NOUN
fcis-32124	191	5	system	system	NOUN
fcis-32124	191	6	will	will	AUX
fcis-32124	191	7	no	no	ADV
fcis-32124	191	8	longer	long	ADV
fcis-32124	191	9	be	be	AUX
fcis-32124	191	10	limited	limit	VERB
fcis-32124	191	11	to	to	ADP
fcis-32124	191	12	processing	processing	NOUN
fcis-32124	191	13	text	text	NOUN
fcis-32124	191	14	data	datum	NOUN
fcis-32124	191	15	,	,	PUNCT
fcis-32124	191	16	but	but	CCONJ
fcis-32124	191	17	will	will	AUX
fcis-32124	191	18	be	be	AUX
fcis-32124	191	19	capable	capable	ADJ
fcis-32124	191	20	of	of	ADP
fcis-32124	191	21	simultaneously	simultaneously	ADV
fcis-32124	191	22	parsing	parse	VERB
fcis-32124	191	23	multi	multi	ADJ
fcis-32124	191	24	-	-	ADJ
fcis-32124	191	25	source	source	NOUN
fcis-32124	191	26	information	information	NOUN
fcis-32124	191	27	such	such	ADJ
fcis-32124	191	28	as	as	ADP
fcis-32124	191	29	patent	patent	NOUN
fcis-32124	191	30	texts	text	NOUN
fcis-32124	191	31	,	,	PUNCT
fcis-32124	191	32	drawings	drawing	NOUN
fcis-32124	191	33	,	,	PUNCT
fcis-32124	191	34	experimental	experimental	ADJ
fcis-32124	191	35	data	datum	NOUN
fcis-32124	191	36	,	,	PUNCT
fcis-32124	191	37	and	and	CCONJ
fcis-32124	191	38	graphic	graphic	ADJ
fcis-32124	191	39	trademarks	trademark	NOUN
fcis-32124	191	40	.	.	PUNCT
fcis-32124	192	1	for	for	ADP
fcis-32124	192	2	instance	instance	NOUN
fcis-32124	192	3	,	,	PUNCT
fcis-32124	192	4	based	base	VERB
fcis-32124	192	5	on	on	ADP
fcis-32124	192	6	multimodal	multimodal	NOUN
fcis-32124	192	7	models	model	NOUN
fcis-32124	192	8	like	like	ADP
fcis-32124	192	9	gpt-4v	gpt-4v	NOUN
fcis-32124	192	10	,	,	PUNCT
fcis-32124	192	11	it	it	PRON
fcis-32124	192	12	can	can	AUX
fcis-32124	192	13	achieve	achieve	VERB
fcis-32124	192	14	a	a	DET
fcis-32124	192	15	linked	link	VERB
fcis-32124	192	16	analysis	analysis	NOUN
fcis-32124	192	17	of	of	ADP
fcis-32124	192	18	"	"	PUNCT
fcis-32124	192	19	text	text	NOUN
fcis-32124	192	20	description	description	NOUN
fcis-32124	192	21	technical	technical	ADJ
fcis-32124	192	22	drawings	drawing	NOUN
fcis-32124	192	23	effect	effect	PROPN
fcis-32124	192	24	data	datum	NOUN
fcis-32124	192	25	"	"	PUNCT
fcis-32124	192	26	,	,	PUNCT
fcis-32124	192	27	providing	provide	VERB
fcis-32124	192	28	a	a	DET
fcis-32124	192	29	more	more	ADV
fcis-32124	192	30	comprehensive	comprehensive	ADJ
fcis-32124	192	31	understanding	understanding	NOUN
fcis-32124	192	32	of	of	ADP
fcis-32124	192	33	the	the	DET
fcis-32124	192	34	core	core	NOUN
fcis-32124	192	35	characteristics	characteristic	NOUN
fcis-32124	192	36	of	of	ADP
fcis-32124	192	37	intellectual	intellectual	ADJ
fcis-32124	192	38	property	property	NOUN
fcis-32124	192	39	objects	object	NOUN
fcis-32124	192	40	.	.	PUNCT
fcis-32124	193	1	provide	provide	VERB
fcis-32124	193	2	more	more	ADV
fcis-32124	193	3	precise	precise	ADJ
fcis-32124	193	4	technical	technical	ADJ
fcis-32124	193	5	support	support	NOUN
fcis-32124	193	6	for	for	ADP
fcis-32124	193	7	cross	cross	ADJ
fcis-32124	193	8	-	-	ADJ
fcis-32124	193	9	modal	modal	ADJ
fcis-32124	193	10	review	review	NOUN
fcis-32124	193	11	scenarios	scenario	NOUN
fcis-32124	193	12	(	(	PUNCT
fcis-32124	193	13	such	such	ADJ
fcis-32124	193	14	as	as	ADP
fcis-32124	193	15	judging	judge	VERB
fcis-32124	193	16	the	the	DET
fcis-32124	193	17	similarity	similarity	NOUN
fcis-32124	193	18	of	of	ADP
fcis-32124	193	19	trademark	trademark	NOUN
fcis-32124	193	20	graphics	graphic	NOUN
fcis-32124	193	21	and	and	CCONJ
fcis-32124	193	22	text	text	NOUN
fcis-32124	193	23	,	,	PUNCT
fcis-32124	193	24	and	and	CCONJ
fcis-32124	193	25	cross	cross	ADJ
fcis-32124	193	26	-	-	ADJ
fcis-32124	193	27	form	form	ADJ
fcis-32124	193	28	comparison	comparison	NOUN
fcis-32124	193	29	of	of	ADP
fcis-32124	193	30	copyright	copyright	NOUN
fcis-32124	193	31	works	work	NOUN
fcis-32124	193	32	)	)	PUNCT
fcis-32124	193	33	.	.	PUNCT
fcis-32124	194	1	the	the	DET
fcis-32124	194	2	combination	combination	NOUN
fcis-32124	194	3	of	of	ADP
fcis-32124	194	4	intelligent	intelligent	ADJ
fcis-32124	194	5	review	review	NOUN
fcis-32124	194	6	and	and	CCONJ
fcis-32124	194	7	digital	digital	ADJ
fcis-32124	194	8	twin	twin	ADJ
fcis-32124	194	9	technology	technology	NOUN
fcis-32124	194	10	will	will	AUX
fcis-32124	194	11	also	also	ADV
fcis-32124	194	12	promote	promote	VERB
fcis-32124	194	13	the	the	DET
fcis-32124	194	14	construction	construction	NOUN
fcis-32124	194	15	of	of	ADP
fcis-32124	194	16	an	an	DET
fcis-32124	194	17	intelligent	intelligent	ADJ
fcis-32124	194	18	closed	closed	ADJ
fcis-32124	194	19	loop	loop	NOUN
fcis-32124	194	20	in	in	ADP
fcis-32124	194	21	the	the	DET
fcis-32124	194	22	review	review	NOUN
fcis-32124	194	23	process	process	NOUN
fcis-32124	194	24	.	.	PUNCT
fcis-32124	195	1	by	by	ADP
fcis-32124	195	2	building	build	VERB
fcis-32124	195	3	a	a	DET
fcis-32124	195	4	digital	digital	ADJ
fcis-32124	195	5	twin	twin	ADJ
fcis-32124	195	6	system	system	NOUN
fcis-32124	195	7	for	for	ADP
fcis-32124	195	8	intellectual	intellectual	ADJ
fcis-32124	195	9	property	property	NOUN
fcis-32124	195	10	examination	examination	NOUN
fcis-32124	195	11	,	,	PUNCT
fcis-32124	195	12	nlp	nlp	NOUN
fcis-32124	195	13	technology	technology	NOUN
fcis-32124	195	14	can	can	AUX
fcis-32124	195	15	be	be	AUX
fcis-32124	195	16	deeply	deeply	ADV
fcis-32124	195	17	integrated	integrate	VERB
fcis-32124	195	18	with	with	ADP
fcis-32124	195	19	the	the	DET
fcis-32124	195	20	digital	digital	ADJ
fcis-32124	195	21	module	module	NOUN
fcis-32124	195	22	of	of	ADP
fcis-32124	195	23	the	the	DET
fcis-32124	195	24	examination	examination	NOUN
fcis-32124	195	25	process	process	NOUN
fcis-32124	195	26	simulating	simulate	VERB
fcis-32124	195	27	the	the	DET
fcis-32124	195	28	examination	examination	NOUN
fcis-32124	195	29	process	process	NOUN
fcis-32124	195	30	of	of	ADP
fcis-32124	195	31	different	different	ADJ
fcis-32124	195	32	technical	technical	ADJ
fcis-32124	195	33	solutions	solution	NOUN
fcis-32124	195	34	in	in	ADP
fcis-32124	195	35	a	a	DET
fcis-32124	195	36	virtual	virtual	ADJ
fcis-32124	195	37	scene	scene	NOUN
fcis-32124	195	38	and	and	CCONJ
fcis-32124	195	39	optimizing	optimize	VERB
fcis-32124	195	40	model	model	NOUN
fcis-32124	195	41	parameters	parameter	NOUN
fcis-32124	195	42	based	base	VERB
fcis-32124	195	43	on	on	ADP
fcis-32124	195	44	the	the	DET
fcis-32124	195	45	simulation	simulation	NOUN
fcis-32124	195	46	results	result	NOUN
fcis-32124	195	47	.	.	PUNCT
fcis-32124	196	1	meanwhile	meanwhile	ADV
fcis-32124	196	2	,	,	PUNCT
fcis-32124	196	3	the	the	DET
fcis-32124	196	4	data	datum	NOUN
fcis-32124	196	5	from	from	ADP
fcis-32124	196	6	the	the	DET
fcis-32124	196	7	actual	actual	ADJ
fcis-32124	196	8	review	review	NOUN
fcis-32124	196	9	is	be	AUX
fcis-32124	196	10	fed	feed	VERB
fcis-32124	196	11	back	back	ADV
fcis-32124	196	12	to	to	ADP
fcis-32124	196	13	the	the	DET
fcis-32124	196	14	twin	twin	ADJ
fcis-32124	196	15	system	system	NOUN
fcis-32124	196	16	,	,	PUNCT
fcis-32124	196	17	and	and	CCONJ
fcis-32124	196	18	the	the	DET
fcis-32124	196	19	process	process	NOUN
fcis-32124	196	20	design	design	NOUN
fcis-32124	196	21	is	be	AUX
fcis-32124	196	22	continuously	continuously	ADV
fcis-32124	196	23	iterated	iterate	VERB
fcis-32124	196	24	.	.	PUNCT
fcis-32124	197	1	eventually	eventually	ADV
fcis-32124	197	2	,	,	PUNCT
fcis-32124	197	3	a	a	DET
fcis-32124	197	4	positive	positive	ADJ
fcis-32124	197	5	cycle	cycle	NOUN
fcis-32124	197	6	of	of	ADP
fcis-32124	197	7	"	"	PUNCT
fcis-32124	197	8	technology	technology	NOUN
fcis-32124	197	9	iteration	iteration	NOUN
fcis-32124	197	10	process	process	NOUN
fcis-32124	197	11	optimization	optimization	NOUN
fcis-32124	197	12	efficiency	efficiency	NOUN
fcis-32124	197	13	improvement	improvement	NOUN
fcis-32124	197	14	"	"	PUNCT
fcis-32124	197	15	is	be	AUX
fcis-32124	197	16	achieved	achieve	VERB
fcis-32124	197	17	,	,	PUNCT
fcis-32124	197	18	making	make	VERB
fcis-32124	197	19	intelligent	intelligent	ADJ
fcis-32124	197	20	review	review	NOUN
fcis-32124	197	21	not	not	PART
fcis-32124	197	22	only	only	ADV
fcis-32124	197	23	a	a	DET
fcis-32124	197	24	tool	tool	NOUN
fcis-32124	197	25	upgrade	upgrade	VERB
fcis-32124	197	26	but	but	CCONJ
fcis-32124	197	27	also	also	ADV
fcis-32124	197	28	a	a	DET
fcis-32124	197	29	systematic	systematic	ADJ
fcis-32124	197	30	innovation	innovation	NOUN
fcis-32124	197	31	of	of	ADP
fcis-32124	197	32	the	the	DET
fcis-32124	197	33	entire	entire	ADJ
fcis-32124	197	34	review	review	NOUN
fcis-32124	197	35	system	system	NOUN
fcis-32124	197	36	.	.	PUNCT
fcis-32124	198	1	6	6	X
fcis-32124	198	2	.	.	X
fcis-32124	198	3	conclusion	conclusion	NOUN
fcis-32124	198	4	natural	natural	ADJ
fcis-32124	198	5	language	language	NOUN
fcis-32124	198	6	processing	processing	NOUN
fcis-32124	198	7	technology	technology	NOUN
fcis-32124	198	8	is	be	AUX
fcis-32124	198	9	profoundly	profoundly	ADV
fcis-32124	198	10	reshaping	reshape	VERB
fcis-32124	198	11	the	the	DET
fcis-32124	198	12	underlying	underlie	VERB
fcis-32124	198	13	logic	logic	NOUN
fcis-32124	198	14	of	of	ADP
fcis-32124	198	15	intellectual	intellectual	ADJ
fcis-32124	198	16	property	property	NOUN
fcis-32124	198	17	text	text	NOUN
fcis-32124	198	18	review	review	NOUN
fcis-32124	198	19	,	,	PUNCT
fcis-32124	198	20	driving	drive	VERB
fcis-32124	198	21	the	the	DET
fcis-32124	198	22	industry	industry	NOUN
fcis-32124	198	23	to	to	PART
fcis-32124	198	24	gradually	gradually	ADV
fcis-32124	198	25	transform	transform	VERB
fcis-32124	198	26	from	from	ADP
fcis-32124	198	27	the	the	DET
fcis-32124	198	28	traditional	traditional	ADJ
fcis-32124	198	29	human	human	NOUN
fcis-32124	198	30	-	-	PUNCT
fcis-32124	198	31	led	lead	VERB
fcis-32124	198	32	"	"	PUNCT
fcis-32124	198	33	empirical	empirical	ADJ
fcis-32124	198	34	judgment	judgment	NOUN
fcis-32124	198	35	"	"	PUNCT
fcis-32124	198	36	model	model	NOUN
fcis-32124	198	37	to	to	ADP
fcis-32124	198	38	the	the	DET
fcis-32124	198	39	aiassisted	aiassiste	VERB
fcis-32124	198	40	"	"	PUNCT
fcis-32124	198	41	data	data	NOUN
fcis-32124	198	42	-	-	PUNCT
fcis-32124	198	43	driven	drive	VERB
fcis-32124	198	44	decision	decision	NOUN
fcis-32124	198	45	-	-	PUNCT
fcis-32124	198	46	making	make	VERB
fcis-32124	198	47	"	"	PUNCT
fcis-32124	198	48	model	model	NOUN
fcis-32124	198	49	.	.	PUNCT
fcis-32124	199	1	the	the	DET
fcis-32124	199	2	research	research	NOUN
fcis-32124	199	3	in	in	ADP
fcis-32124	199	4	this	this	DET
fcis-32124	199	5	paper	paper	NOUN
fcis-32124	199	6	indicates	indicate	VERB
fcis-32124	199	7	that	that	SCONJ
fcis-32124	199	8	to	to	PART
fcis-32124	199	9	achieve	achieve	VERB
fcis-32124	199	10	this	this	DET
fcis-32124	199	11	transformation	transformation	NOUN
fcis-32124	199	12	,	,	PUNCT
fcis-32124	199	13	the	the	DET
fcis-32124	199	14	structured	structured	ADJ
fcis-32124	199	15	extraction	extraction	NOUN
fcis-32124	199	16	of	of	ADP
fcis-32124	199	17	technical	technical	ADJ
fcis-32124	199	18	features	feature	NOUN
fcis-32124	199	19	,	,	PUNCT
fcis-32124	199	20	cross	cross	ADJ
fcis-32124	199	21	-	-	ADJ
fcis-32124	199	22	modal	modal	ADJ
fcis-32124	199	23	semantic	semantic	ADJ
fcis-32124	199	24	fusion	fusion	NOUN
fcis-32124	199	25	,	,	PUNCT
fcis-32124	199	26	and	and	CCONJ
fcis-32124	199	27	the	the	DET
fcis-32124	199	28	modeling	modeling	NOUN
fcis-32124	199	29	of	of	ADP
fcis-32124	199	30	legal	legal	ADJ
fcis-32124	199	31	-	-	PUNCT
fcis-32124	199	32	technical	technical	ADJ
fcis-32124	199	33	knowledge	knowledge	NOUN
fcis-32124	199	34	and	and	CCONJ
fcis-32124	199	35	the	the	DET
fcis-32124	199	36	optimization	optimization	NOUN
fcis-32124	199	37	of	of	ADP
fcis-32124	199	38	the	the	DET
fcis-32124	199	39	interpretability	interpretability	NOUN
fcis-32124	199	40	of	of	ADP
fcis-32124	199	41	review	review	NOUN
fcis-32124	199	42	decisions	decision	NOUN
fcis-32124	199	43	are	be	AUX
fcis-32124	199	44	the	the	DET
fcis-32124	199	45	four	four	NUM
fcis-32124	199	46	core	core	NOUN
fcis-32124	199	47	directions	direction	NOUN
fcis-32124	199	48	that	that	PRON
fcis-32124	199	49	must	must	AUX
fcis-32124	199	50	be	be	AUX
fcis-32124	199	51	broken	break	VERB
fcis-32124	199	52	through	through	ADP
fcis-32124	199	53	.	.	PUNCT
fcis-32124	200	1	through	through	ADP
fcis-32124	200	2	multi	multi	ADJ
fcis-32124	200	3	-	-	NOUN
fcis-32124	200	4	task	task	ADJ
fcis-32124	200	5	learning	learning	NOUN
fcis-32124	200	6	to	to	PART
fcis-32124	200	7	enhance	enhance	VERB
fcis-32124	200	8	the	the	DET
fcis-32124	200	9	accuracy	accuracy	NOUN
fcis-32124	200	10	of	of	ADP
fcis-32124	200	11	technical	technical	ADJ
fcis-32124	200	12	feature	feature	NOUN
fcis-32124	200	13	extraction	extraction	NOUN
fcis-32124	200	14	,	,	PUNCT
fcis-32124	200	15	relying	rely	VERB
fcis-32124	200	16	on	on	ADP
fcis-32124	200	17	knowledge	knowledge	NOUN
fcis-32124	200	18	graphs	graph	NOUN
fcis-32124	200	19	to	to	PART
fcis-32124	200	20	build	build	VERB
fcis-32124	200	21	a	a	DET
fcis-32124	200	22	bridge	bridge	NOUN
fcis-32124	200	23	of	of	ADP
fcis-32124	200	24	connection	connection	NOUN
fcis-32124	200	25	between	between	ADP
fcis-32124	200	26	law	law	NOUN
fcis-32124	200	27	and	and	CCONJ
fcis-32124	200	28	technology	technology	NOUN
fcis-32124	200	29	,	,	PUNCT
fcis-32124	200	30	and	and	CCONJ
fcis-32124	200	31	leveraging	leverage	VERB
fcis-32124	200	32	large	large	ADJ
fcis-32124	200	33	models	model	NOUN
fcis-32124	200	34	to	to	PART
fcis-32124	200	35	strengthen	strengthen	VERB
fcis-32124	200	36	logical	logical	ADJ
fcis-32124	200	37	reasoning	reasoning	NOUN
fcis-32124	200	38	capabilities	capability	NOUN
fcis-32124	200	39	,	,	PUNCT
fcis-32124	200	40	these	these	DET
fcis-32124	200	41	technological	technological	ADJ
fcis-32124	200	42	innovations	innovation	NOUN
fcis-32124	200	43	have	have	AUX
fcis-32124	200	44	demonstrated	demonstrate	VERB
fcis-32124	200	45	their	their	PRON
fcis-32124	200	46	value	value	NOUN
fcis-32124	200	47	in	in	ADP
fcis-32124	200	48	addressing	address	VERB
fcis-32124	200	49	the	the	DET
fcis-32124	200	50	pain	pain	NOUN
fcis-32124	200	51	points	point	NOUN
fcis-32124	200	52	of	of	ADP
fcis-32124	200	53	traditional	traditional	ADJ
fcis-32124	200	54	review	review	NOUN
fcis-32124	200	55	in	in	ADP
fcis-32124	200	56	practice	practice	NOUN
fcis-32124	200	57	the	the	DET
fcis-32124	200	58	reduction	reduction	NOUN
fcis-32124	200	59	of	of	ADP
fcis-32124	200	60	dispute	dispute	NOUN
fcis-32124	200	61	rates	rate	NOUN
fcis-32124	200	62	by	by	ADP
fcis-32124	200	63	the	the	DET
fcis-32124	200	64	"	"	PUNCT
fcis-32124	200	65	copyright	copyright	NOUN
fcis-32124	200	66	ai	ai	VERB
fcis-32124	200	67	intelligent	intelligent	ADJ
fcis-32124	200	68	review	review	NOUN
fcis-32124	200	69	"	"	PUNCT
fcis-32124	200	70	system	system	NOUN
fcis-32124	200	71	in	in	ADP
fcis-32124	200	72	keqiao	keqiao	NOUN
fcis-32124	200	73	,	,	PUNCT
fcis-32124	200	74	and	and	CCONJ
fcis-32124	200	75	the	the	DET
fcis-32124	200	76	improvement	improvement	NOUN
fcis-32124	200	77	of	of	ADP
fcis-32124	200	78	search	search	NOUN
fcis-32124	200	79	efficiency	efficiency	NOUN
fcis-32124	200	80	by	by	ADP
fcis-32124	200	81	incopat	incopat	PROPN
fcis-32124	200	82	ai	ai	PROPN
fcis-32124	200	83	retrieval	retrieval	NOUN
fcis-32124	200	84	all	all	PRON
fcis-32124	200	85	of	of	ADP
fcis-32124	200	86	these	these	PRON
fcis-32124	200	87	confirm	confirm	VERB
fcis-32124	200	88	the	the	DET
fcis-32124	200	89	practical	practical	ADJ
fcis-32124	200	90	significance	significance	NOUN
fcis-32124	200	91	of	of	ADP
fcis-32124	200	92	technological	technological	ADJ
fcis-32124	200	93	breakthroughs	breakthrough	NOUN
fcis-32124	200	94	.	.	PUNCT
fcis-32124	201	1	however	however	ADV
fcis-32124	201	2	,	,	PUNCT
fcis-32124	201	3	it	it	PRON
fcis-32124	201	4	is	be	AUX
fcis-32124	201	5	also	also	ADV
fcis-32124	201	6	necessary	necessary	ADJ
fcis-32124	201	7	to	to	PART
fcis-32124	201	8	face	face	VERB
fcis-32124	201	9	up	up	ADP
fcis-32124	201	10	to	to	ADP
fcis-32124	201	11	the	the	DET
fcis-32124	201	12	fact	fact	NOUN
fcis-32124	201	13	that	that	SCONJ
fcis-32124	201	14	issues	issue	NOUN
fcis-32124	201	15	such	such	ADJ
fcis-32124	201	16	as	as	ADP
fcis-32124	201	17	data	datum	NOUN
fcis-32124	201	18	privacy	privacy	NOUN
fcis-32124	201	19	protection	protection	NOUN
fcis-32124	201	20	,	,	PUNCT
fcis-32124	201	21	domain	domain	NOUN
fcis-32124	201	22	generalization	generalization	NOUN
fcis-32124	201	23	capabilities	capability	NOUN
fcis-32124	201	24	,	,	PUNCT
fcis-32124	201	25	and	and	CCONJ
fcis-32124	201	26	dynamic	dynamic	ADJ
fcis-32124	201	27	legal	legal	ADJ
fcis-32124	201	28	adaptation	adaptation	NOUN
fcis-32124	201	29	remain	remain	VERB
fcis-32124	201	30	major	major	ADJ
fcis-32124	201	31	challenges	challenge	NOUN
fcis-32124	201	32	that	that	PRON
fcis-32124	201	33	need	need	VERB
fcis-32124	201	34	to	to	PART
fcis-32124	201	35	be	be	AUX
fcis-32124	201	36	continuously	continuously	ADV
fcis-32124	201	37	overcome	overcome	VERB
fcis-32124	201	38	in	in	ADP
fcis-32124	201	39	the	the	DET
fcis-32124	201	40	future	future	NOUN
fcis-32124	201	41	.	.	PUNCT
fcis-32124	202	1	looking	look	VERB
fcis-32124	202	2	ahead	ahead	ADV
fcis-32124	202	3	,	,	PUNCT
fcis-32124	202	4	only	only	ADV
fcis-32124	202	5	by	by	ADP
fcis-32124	202	6	developing	develop	VERB
fcis-32124	202	7	lightweight	lightweight	ADJ
fcis-32124	202	8	models	model	NOUN
fcis-32124	202	9	to	to	PART
fcis-32124	202	10	lower	low	ADJ
fcis-32124	202	11	application	application	NOUN
fcis-32124	202	12	thresholds	threshold	NOUN
fcis-32124	202	13	,	,	PUNCT
fcis-32124	202	14	leveraging	leverage	VERB
fcis-32124	202	15	federated	federated	ADJ
fcis-32124	202	16	learning	learning	NOUN
fcis-32124	202	17	to	to	PART
fcis-32124	202	18	balance	balance	VERB
fcis-32124	202	19	data	datum	NOUN
fcis-32124	202	20	utilization	utilization	NOUN
fcis-32124	202	21	and	and	CCONJ
fcis-32124	202	22	privacy	privacy	NOUN
fcis-32124	202	23	protection	protection	NOUN
fcis-32124	202	24	,	,	PUNCT
fcis-32124	202	25	and	and	CCONJ
fcis-32124	202	26	relying	rely	VERB
fcis-32124	202	27	on	on	ADP
fcis-32124	202	28	multimodal	multimodal	ADJ
fcis-32124	202	29	fusion	fusion	NOUN
fcis-32124	202	30	to	to	PART
fcis-32124	202	31	expand	expand	VERB
fcis-32124	202	32	technological	technological	ADJ
fcis-32124	202	33	boundaries	boundary	NOUN
fcis-32124	202	34	,	,	PUNCT
fcis-32124	202	35	can	can	AUX
fcis-32124	202	36	the	the	DET
fcis-32124	202	37	adaptability	adaptability	NOUN
fcis-32124	202	38	and	and	CCONJ
fcis-32124	202	39	practicality	practicality	NOUN
fcis-32124	202	40	of	of	ADP
fcis-32124	202	41	nlp	nlp	ADJ
fcis-32124	202	42	technology	technology	NOUN
fcis-32124	202	43	in	in	ADP
fcis-32124	202	44	the	the	DET
fcis-32124	202	45	field	field	NOUN
fcis-32124	202	46	of	of	ADP
fcis-32124	202	47	intellectual	intellectual	ADJ
fcis-32124	202	48	property	property	NOUN
fcis-32124	202	49	examination	examination	NOUN
fcis-32124	202	50	be	be	AUX
fcis-32124	202	51	further	far	ADV
fcis-32124	202	52	enhanced	enhance	VERB
fcis-32124	202	53	.	.	PUNCT
fcis-32124	203	1	with	with	ADP
fcis-32124	203	2	the	the	DET
fcis-32124	203	3	continuous	continuous	ADJ
fcis-32124	203	4	evolution	evolution	NOUN
fcis-32124	203	5	of	of	ADP
fcis-32124	203	6	these	these	DET
fcis-32124	203	7	technologies	technology	NOUN
fcis-32124	203	8	,	,	PUNCT
fcis-32124	203	9	natural	natural	ADJ
fcis-32124	203	10	language	language	NOUN
fcis-32124	203	11	processing	processing	NOUN
fcis-32124	203	12	will	will	AUX
fcis-32124	203	13	no	no	ADV
fcis-32124	203	14	longer	long	ADV
fcis-32124	203	15	be	be	AUX
fcis-32124	203	16	a	a	DET
fcis-32124	203	17	simple	simple	ADJ
fcis-32124	203	18	"	"	PUNCT
fcis-32124	203	19	auxiliary	auxiliary	ADJ
fcis-32124	203	20	41	41	NUM
fcis-32124	203	21	tool	tool	NOUN
fcis-32124	203	22	"	"	PUNCT
fcis-32124	203	23	,	,	PUNCT
fcis-32124	203	24	but	but	CCONJ
fcis-32124	203	25	will	will	AUX
fcis-32124	203	26	become	become	VERB
fcis-32124	203	27	the	the	DET
fcis-32124	203	28	"	"	PUNCT
fcis-32124	203	29	core	core	ADJ
fcis-32124	203	30	pillar	pillar	NOUN
fcis-32124	203	31	"	"	PUNCT
fcis-32124	203	32	supporting	support	VERB
fcis-32124	203	33	the	the	DET
fcis-32124	203	34	efficient	efficient	ADJ
fcis-32124	203	35	operation	operation	NOUN
fcis-32124	203	36	of	of	ADP
fcis-32124	203	37	the	the	DET
fcis-32124	203	38	intellectual	intellectual	ADJ
fcis-32124	203	39	property	property	NOUN
fcis-32124	203	40	examination	examination	NOUN
fcis-32124	203	41	system	system	NOUN
fcis-32124	203	42	,	,	PUNCT
fcis-32124	203	43	providing	provide	VERB
fcis-32124	203	44	a	a	DET
fcis-32124	203	45	solid	solid	ADJ
fcis-32124	203	46	technical	technical	ADJ
fcis-32124	203	47	guarantee	guarantee	NOUN
fcis-32124	203	48	for	for	ADP
fcis-32124	203	49	building	build	VERB
fcis-32124	203	50	a	a	DET
fcis-32124	203	51	more	more	ADV
fcis-32124	203	52	efficient	efficient	ADJ
fcis-32124	203	53	,	,	PUNCT
fcis-32124	203	54	accurate	accurate	ADJ
fcis-32124	203	55	and	and	CCONJ
fcis-32124	203	56	fair	fair	ADJ
fcis-32124	203	57	intellectual	intellectual	ADJ
fcis-32124	203	58	property	property	NOUN
fcis-32124	203	59	protection	protection	PROPN
fcis-32124	203	60	ecosystem	ecosystem	NOUN
fcis-32124	203	61	.	.	PUNCT
fcis-32124	204	1	references	reference	NOUN
fcis-32124	204	2	[	[	X
fcis-32124	204	3	1	1	NUM
fcis-32124	204	4	]	]	X
fcis-32124	204	5	y.	y.	PROPN
fcis-32124	204	6	wang	wang	PROPN
fcis-32124	204	7	,	,	PUNCT
fcis-32124	204	8	et	et	PROPN
fcis-32124	204	9	al	al	PROPN
fcis-32124	204	10	.	.	PUNCT
fcis-32124	205	1	"temporal	"temporal	ADJ
fcis-32124	205	2	knowledge	knowledge	NOUN
fcis-32124	205	3	graph	graph	NOUN
fcis-32124	205	4	diffusion	diffusion	NOUN
fcis-32124	205	5	model	model	NOUN
fcis-32124	205	6	for	for	ADP
fcis-32124	205	7	open	open	ADJ
fcis-32124	205	8	-	-	PUNCT
fcis-32124	205	9	world	world	NOUN
fcis-32124	205	10	reasoning	reasoning	NOUN
fcis-32124	205	11	.	.	PUNCT
fcis-32124	206	1	"science	"science	NOUN
fcis-32124	206	2	china(information	china(information	PROPN
fcis-32124	206	3	sciences	science	NOUN
fcis-32124	206	4	)	)	PUNCT
fcis-32124	207	1	68.10,2025	68.10,2025	NUM
fcis-32124	207	2	,	,	PUNCT
fcis-32124	207	3	pp.193	pp.193	NOUN
fcis-32124	207	4	-	-	PUNCT
fcis-32124	207	5	211	211	NUM
fcis-32124	207	6	.	.	PUNCT
fcis-32124	208	1	[	[	X
fcis-32124	208	2	2	2	X
fcis-32124	208	3	]	]	PUNCT
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fcis-32124	208	14	degradation	degradation	NOUN
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