id	sid	tid	token	lemma	pos
ajst-15455	1	1	academic	academic	ADJ
ajst-15455	1	2	journal	journal	NOUN
ajst-15455	1	3	of	of	ADP
ajst-15455	1	4	science	science	NOUN
ajst-15455	1	5	and	and	CCONJ
ajst-15455	1	6	technology	technology	NOUN
ajst-15455	1	7	issn	issn	NOUN
ajst-15455	1	8	:	:	PUNCT
ajst-15455	1	9	2771	2771	NUM
ajst-15455	1	10	-	-	SYM
ajst-15455	1	11	3032	3032	NUM
ajst-15455	1	12	|	|	NOUN
ajst-15455	1	13	vol	vol	NOUN
ajst-15455	1	14	.	.	PROPN
ajst-15455	1	15	8	8	NUM
ajst-15455	1	16	,	,	PUNCT
ajst-15455	1	17	no	no	INTJ
ajst-15455	1	18	.	.	NOUN
ajst-15455	1	19	3	3	NUM
ajst-15455	1	20	,	,	PUNCT
ajst-15455	1	21	2023	2023	NUM
ajst-15455	1	22	56	56	NUM
ajst-15455	1	23	design	design	NOUN
ajst-15455	1	24	of	of	ADP
ajst-15455	1	25	intelligent	intelligent	ADJ
ajst-15455	1	26	customer	customer	NOUN
ajst-15455	1	27	service	service	NOUN
ajst-15455	1	28	knowledge	knowledge	NOUN
ajst-15455	1	29	base	base	NOUN
ajst-15455	1	30	for	for	ADP
ajst-15455	1	31	medical	medical	ADJ
ajst-15455	1	32	insurance	insurance	NOUN
ajst-15455	1	33	based	base	VERB
ajst-15455	1	34	on	on	ADP
ajst-15455	1	35	foundation‐scale	foundation‐scale	NOUN
ajst-15455	1	36	models	model	NOUN
ajst-15455	1	37	yixuan	yixuan	PROPN
ajst-15455	1	38	lyu1	lyu1	PROPN
ajst-15455	1	39	,	,	PUNCT
ajst-15455	1	40	*	*	PROPN
ajst-15455	1	41	1northeast	1northeast	NUM
ajst-15455	1	42	yucai	yucai	NOUN
ajst-15455	1	43	foreign	foreign	ADJ
ajst-15455	1	44	language	language	NOUN
ajst-15455	1	45	school	school	NOUN
ajst-15455	1	46	,	,	PUNCT
ajst-15455	1	47	shenyang	shenyang	PROPN
ajst-15455	1	48	,	,	PUNCT
ajst-15455	1	49	liaoning	liaoning	PROPN
ajst-15455	1	50	,	,	PUNCT
ajst-15455	1	51	110179	110179	NUM
ajst-15455	1	52	,	,	PUNCT
ajst-15455	1	53	china	china	PROPN
ajst-15455	1	54	*	*	PUNCT
ajst-15455	1	55	corresponding	correspond	VERB
ajst-15455	1	56	author	author	NOUN
ajst-15455	1	57	’s	’s	PART
ajst-15455	1	58	e	e	NOUN
ajst-15455	1	59	-	-	NOUN
ajst-15455	1	60	mail	mail	NOUN
ajst-15455	1	61	:	:	PUNCT
ajst-15455	1	62	lvyx060614@hotmail.com	lvyx060614@hotmail.com	X
ajst-15455	2	1	abstract	abstract	NOUN
ajst-15455	2	2	:	:	PUNCT
ajst-15455	2	3	in	in	ADP
ajst-15455	2	4	this	this	DET
ajst-15455	2	5	paper	paper	NOUN
ajst-15455	2	6	,	,	PUNCT
ajst-15455	2	7	we	we	PRON
ajst-15455	2	8	propose	propose	VERB
ajst-15455	2	9	a	a	DET
ajst-15455	2	10	method	method	NOUN
ajst-15455	2	11	for	for	ADP
ajst-15455	2	12	constructing	construct	VERB
ajst-15455	2	13	an	an	DET
ajst-15455	2	14	intelligent	intelligent	ADJ
ajst-15455	2	15	customer	customer	NOUN
ajst-15455	2	16	service	service	NOUN
ajst-15455	2	17	knowledge	knowledge	NOUN
ajst-15455	2	18	base	base	NOUN
ajst-15455	2	19	system	system	NOUN
ajst-15455	2	20	for	for	ADP
ajst-15455	2	21	medical	medical	ADJ
ajst-15455	2	22	insurance	insurance	NOUN
ajst-15455	2	23	based	base	VERB
ajst-15455	2	24	on	on	ADP
ajst-15455	2	25	natural	natural	ADJ
ajst-15455	2	26	language	language	NOUN
ajst-15455	2	27	processing	processing	NOUN
ajst-15455	2	28	(	(	PUNCT
ajst-15455	2	29	nlp	nlp	NOUN
ajst-15455	2	30	)	)	PUNCT
ajst-15455	2	31	models	model	NOUN
ajst-15455	2	32	.	.	PUNCT
ajst-15455	3	1	this	this	DET
ajst-15455	3	2	method	method	NOUN
ajst-15455	3	3	utilizes	utilize	VERB
ajst-15455	3	4	a	a	DET
ajst-15455	3	5	local	local	ADJ
ajst-15455	3	6	vector	vector	NOUN
ajst-15455	3	7	database	database	NOUN
ajst-15455	3	8	to	to	PART
ajst-15455	3	9	construct	construct	VERB
ajst-15455	3	10	the	the	DET
ajst-15455	3	11	knowledge	knowledge	NOUN
ajst-15455	3	12	base	base	NOUN
ajst-15455	3	13	system	system	NOUN
ajst-15455	3	14	and	and	CCONJ
ajst-15455	3	15	retrieves	retrieve	VERB
ajst-15455	3	16	industry	industry	NOUN
ajst-15455	3	17	knowledge	knowledge	NOUN
ajst-15455	3	18	by	by	ADP
ajst-15455	3	19	calling	call	VERB
ajst-15455	3	20	the	the	DET
ajst-15455	3	21	vector	vector	NOUN
ajst-15455	3	22	database	database	NOUN
ajst-15455	3	23	through	through	ADP
ajst-15455	3	24	foundation	foundation	NOUN
ajst-15455	3	25	-	-	PUNCT
ajst-15455	3	26	scale	scale	NOUN
ajst-15455	3	27	models	model	NOUN
ajst-15455	3	28	.	.	PUNCT
ajst-15455	4	1	the	the	DET
ajst-15455	4	2	use	use	NOUN
ajst-15455	4	3	of	of	ADP
ajst-15455	4	4	this	this	DET
ajst-15455	4	5	technology	technology	NOUN
ajst-15455	4	6	ensures	ensure	VERB
ajst-15455	4	7	the	the	DET
ajst-15455	4	8	security	security	NOUN
ajst-15455	4	9	of	of	ADP
ajst-15455	4	10	business	business	NOUN
ajst-15455	4	11	data	datum	NOUN
ajst-15455	4	12	and	and	CCONJ
ajst-15455	4	13	reduces	reduce	VERB
ajst-15455	4	14	platform	platform	NOUN
ajst-15455	4	15	training	training	NOUN
ajst-15455	4	16	costs	cost	NOUN
ajst-15455	4	17	.	.	PUNCT
ajst-15455	5	1	the	the	DET
ajst-15455	5	2	intelligent	intelligent	ADJ
ajst-15455	5	3	knowledge	knowledge	NOUN
ajst-15455	5	4	base	base	NOUN
ajst-15455	5	5	of	of	ADP
ajst-15455	5	6	medical	medical	ADJ
ajst-15455	5	7	insurance	insurance	NOUN
ajst-15455	5	8	constructed	construct	VERB
ajst-15455	5	9	using	use	VERB
ajst-15455	5	10	this	this	DET
ajst-15455	5	11	method	method	NOUN
ajst-15455	5	12	can	can	AUX
ajst-15455	5	13	automatically	automatically	ADV
ajst-15455	5	14	handle	handle	VERB
ajst-15455	5	15	user	user	NOUN
ajst-15455	5	16	’s	’s	PART
ajst-15455	5	17	inquiries	inquiry	NOUN
ajst-15455	5	18	,	,	PUNCT
ajst-15455	5	19	complaints	complaint	NOUN
ajst-15455	5	20	,	,	PUNCT
ajst-15455	5	21	and	and	CCONJ
ajst-15455	5	22	general	general	ADJ
ajst-15455	5	23	business	business	NOUN
ajst-15455	5	24	transactions	transaction	NOUN
ajst-15455	5	25	,	,	PUNCT
ajst-15455	5	26	effectively	effectively	ADV
ajst-15455	5	27	improving	improve	VERB
ajst-15455	5	28	the	the	DET
ajst-15455	5	29	efficiency	efficiency	NOUN
ajst-15455	5	30	and	and	CCONJ
ajst-15455	5	31	intelligence	intelligence	NOUN
ajst-15455	5	32	level	level	NOUN
ajst-15455	5	33	of	of	ADP
ajst-15455	5	34	customer	customer	NOUN
ajst-15455	5	35	service	service	NOUN
ajst-15455	5	36	.	.	PUNCT
ajst-15455	6	1	keywords	keyword	NOUN
ajst-15455	6	2	:	:	PUNCT
ajst-15455	6	3	medical	medical	ADJ
ajst-15455	6	4	insurance	insurance	NOUN
ajst-15455	6	5	,	,	PUNCT
ajst-15455	6	6	knowledge	knowledge	NOUN
ajst-15455	6	7	base	base	NOUN
ajst-15455	6	8	,	,	PUNCT
ajst-15455	6	9	vector	vector	NOUN
ajst-15455	6	10	database	database	NOUN
ajst-15455	6	11	,	,	PUNCT
ajst-15455	6	12	natural	natural	ADJ
ajst-15455	6	13	language	language	NOUN
ajst-15455	6	14	processing	processing	NOUN
ajst-15455	6	15	(	(	PUNCT
ajst-15455	6	16	nlp	nlp	NOUN
ajst-15455	6	17	)	)	PUNCT
ajst-15455	6	18	,	,	PUNCT
ajst-15455	6	19	foundation	foundation	NOUN
ajst-15455	6	20	model	model	NOUN
ajst-15455	6	21	.	.	PUNCT
ajst-15455	7	1	1	1	X
ajst-15455	7	2	.	.	X
ajst-15455	7	3	introduction	introduction	NOUN
ajst-15455	7	4	with	with	ADP
ajst-15455	7	5	the	the	DET
ajst-15455	7	6	continuous	continuous	ADJ
ajst-15455	7	7	development	development	NOUN
ajst-15455	7	8	of	of	ADP
ajst-15455	7	9	the	the	DET
ajst-15455	7	10	medical	medical	ADJ
ajst-15455	7	11	industry	industry	NOUN
ajst-15455	7	12	and	and	CCONJ
ajst-15455	7	13	the	the	DET
ajst-15455	7	14	constantly	constantly	ADV
ajst-15455	7	15	change	change	NOUN
ajst-15455	7	16	in	in	ADP
ajst-15455	7	17	the	the	DET
ajst-15455	7	18	medical	medical	ADJ
ajst-15455	7	19	insurance	insurance	NOUN
ajst-15455	7	20	policies	policy	NOUN
ajst-15455	7	21	,	,	PUNCT
ajst-15455	7	22	improving	improve	VERB
ajst-15455	7	23	service	service	NOUN
ajst-15455	7	24	capabilities	capability	NOUN
ajst-15455	7	25	has	have	AUX
ajst-15455	7	26	become	become	VERB
ajst-15455	7	27	an	an	DET
ajst-15455	7	28	urgent	urgent	ADJ
ajst-15455	7	29	need	need	NOUN
ajst-15455	7	30	for	for	ADP
ajst-15455	7	31	industry	industry	NOUN
ajst-15455	7	32	reform	reform	NOUN
ajst-15455	7	33	.	.	PUNCT
ajst-15455	8	1	intelligent	intelligent	ADJ
ajst-15455	8	2	customer	customer	NOUN
ajst-15455	8	3	service	service	NOUN
ajst-15455	8	4	is	be	AUX
ajst-15455	8	5	the	the	DET
ajst-15455	8	6	key	key	NOUN
ajst-15455	8	7	to	to	ADP
ajst-15455	8	8	improving	improve	VERB
ajst-15455	8	9	service	service	NOUN
ajst-15455	8	10	capabilities	capability	NOUN
ajst-15455	8	11	.	.	PUNCT
ajst-15455	9	1	the	the	DET
ajst-15455	9	2	medical	medical	ADJ
ajst-15455	9	3	insurance	insurance	NOUN
ajst-15455	9	4	intelligent	intelligent	ADJ
ajst-15455	9	5	customer	customer	NOUN
ajst-15455	9	6	service	service	NOUN
ajst-15455	9	7	system	system	NOUN
ajst-15455	9	8	uses	use	VERB
ajst-15455	9	9	information	information	NOUN
ajst-15455	9	10	technology	technology	NOUN
ajst-15455	9	11	to	to	PART
ajst-15455	9	12	handle	handle	VERB
ajst-15455	9	13	service	service	NOUN
ajst-15455	9	14	requests	request	NOUN
ajst-15455	9	15	automatically	automatically	ADV
ajst-15455	9	16	and	and	CCONJ
ajst-15455	9	17	accurately	accurately	ADV
ajst-15455	9	18	,	,	PUNCT
ajst-15455	9	19	improve	improve	VERB
ajst-15455	9	20	the	the	DET
ajst-15455	9	21	efficiency	efficiency	NOUN
ajst-15455	9	22	and	and	CCONJ
ajst-15455	9	23	quality	quality	NOUN
ajst-15455	9	24	of	of	ADP
ajst-15455	9	25	medical	medical	ADJ
ajst-15455	9	26	insurance	insurance	NOUN
ajst-15455	9	27	services	service	NOUN
ajst-15455	9	28	,	,	PUNCT
ajst-15455	9	29	save	save	VERB
ajst-15455	9	30	costs	cost	NOUN
ajst-15455	9	31	,	,	PUNCT
ajst-15455	9	32	and	and	CCONJ
ajst-15455	9	33	improve	improve	VERB
ajst-15455	9	34	the	the	DET
ajst-15455	9	35	service	service	NOUN
ajst-15455	9	36	experience	experience	NOUN
ajst-15455	9	37	of	of	ADP
ajst-15455	9	38	the	the	DET
ajst-15455	9	39	people	people	NOUN
ajst-15455	9	40	.	.	PUNCT
ajst-15455	10	1	foundation	foundation	NOUN
ajst-15455	10	2	models	model	NOUN
ajst-15455	10	3	are	be	AUX
ajst-15455	10	4	machine	machine	NOUN
ajst-15455	10	5	deep	deep	ADJ
ajst-15455	10	6	learning	learning	NOUN
ajst-15455	10	7	technologies	technology	NOUN
ajst-15455	10	8	that	that	PRON
ajst-15455	10	9	have	have	AUX
ajst-15455	10	10	rapidly	rapidly	ADV
ajst-15455	10	11	developed	develop	VERB
ajst-15455	10	12	in	in	ADP
ajst-15455	10	13	recent	recent	ADJ
ajst-15455	10	14	years	year	NOUN
ajst-15455	10	15	,	,	PUNCT
ajst-15455	10	16	which	which	PRON
ajst-15455	10	17	have	have	VERB
ajst-15455	10	18	obvious	obvious	ADJ
ajst-15455	10	19	advantages	advantage	NOUN
ajst-15455	10	20	in	in	ADP
ajst-15455	10	21	natural	natural	ADJ
ajst-15455	10	22	language	language	NOUN
ajst-15455	10	23	processing	processing	NOUN
ajst-15455	10	24	and	and	CCONJ
ajst-15455	10	25	the	the	DET
ajst-15455	10	26	generation	generation	NOUN
ajst-15455	10	27	of	of	ADP
ajst-15455	10	28	multimodal	multimodal	NOUN
ajst-15455	10	29	content	content	NOUN
ajst-15455	10	30	.	.	PUNCT
ajst-15455	11	1	as	as	ADP
ajst-15455	11	2	an	an	DET
ajst-15455	11	3	intelligent	intelligent	ADJ
ajst-15455	11	4	service	service	NOUN
ajst-15455	11	5	platform	platform	NOUN
ajst-15455	11	6	in	in	ADP
ajst-15455	11	7	the	the	DET
ajst-15455	11	8	medical	medical	ADJ
ajst-15455	11	9	insurance	insurance	NOUN
ajst-15455	11	10	field	field	NOUN
ajst-15455	11	11	,	,	PUNCT
ajst-15455	11	12	the	the	DET
ajst-15455	11	13	medical	medical	ADJ
ajst-15455	11	14	insurance	insurance	NOUN
ajst-15455	11	15	intelligent	intelligent	ADJ
ajst-15455	11	16	customer	customer	NOUN
ajst-15455	11	17	service	service	NOUN
ajst-15455	11	18	system	system	NOUN
ajst-15455	11	19	can	can	AUX
ajst-15455	11	20	better	well	ADV
ajst-15455	11	21	serve	serve	VERB
ajst-15455	11	22	customers	customer	NOUN
ajst-15455	11	23	by	by	ADP
ajst-15455	11	24	using	use	VERB
ajst-15455	11	25	the	the	DET
ajst-15455	11	26	natural	natural	ADJ
ajst-15455	11	27	language	language	NOUN
ajst-15455	11	28	processing	processing	NOUN
ajst-15455	11	29	and	and	CCONJ
ajst-15455	11	30	content	content	NOUN
ajst-15455	11	31	production	production	NOUN
ajst-15455	11	32	capabilities	capability	NOUN
ajst-15455	11	33	of	of	ADP
ajst-15455	11	34	foundation	foundation	NOUN
ajst-15455	11	35	models	model	NOUN
ajst-15455	11	36	.	.	PUNCT
ajst-15455	12	1	however	however	ADV
ajst-15455	12	2	,	,	PUNCT
ajst-15455	12	3	because	because	SCONJ
ajst-15455	12	4	of	of	ADP
ajst-15455	12	5	the	the	DET
ajst-15455	12	6	high	high	ADJ
ajst-15455	12	7	deployment	deployment	NOUN
ajst-15455	12	8	and	and	CCONJ
ajst-15455	12	9	training	training	NOUN
ajst-15455	12	10	costs	cost	NOUN
ajst-15455	12	11	of	of	ADP
ajst-15455	12	12	foundation	foundation	NOUN
ajst-15455	12	13	model	model	NOUN
ajst-15455	12	14	platforms	platform	NOUN
ajst-15455	12	15	,	,	PUNCT
ajst-15455	12	16	and	and	CCONJ
ajst-15455	12	17	considering	consider	VERB
ajst-15455	12	18	of	of	ADP
ajst-15455	12	19	the	the	DET
ajst-15455	12	20	privacy	privacy	NOUN
ajst-15455	12	21	and	and	CCONJ
ajst-15455	12	22	security	security	NOUN
ajst-15455	12	23	of	of	ADP
ajst-15455	12	24	industry	industry	NOUN
ajst-15455	12	25	data	datum	NOUN
ajst-15455	12	26	,	,	PUNCT
ajst-15455	12	27	how	how	SCONJ
ajst-15455	12	28	to	to	PART
ajst-15455	12	29	use	use	VERB
ajst-15455	12	30	foundation	foundation	NOUN
ajst-15455	12	31	models	model	NOUN
ajst-15455	12	32	effectively	effectively	ADV
ajst-15455	12	33	have	have	AUX
ajst-15455	12	34	become	become	VERB
ajst-15455	12	35	the	the	DET
ajst-15455	12	36	current	current	ADJ
ajst-15455	12	37	challenges	challenge	NOUN
ajst-15455	12	38	in	in	ADP
ajst-15455	12	39	industry	industry	NOUN
ajst-15455	12	40	applications	application	NOUN
ajst-15455	12	41	.	.	PUNCT
ajst-15455	13	1	this	this	DET
ajst-15455	13	2	paper	paper	NOUN
ajst-15455	13	3	describes	describe	VERB
ajst-15455	13	4	a	a	DET
ajst-15455	13	5	method	method	NOUN
ajst-15455	13	6	for	for	ADP
ajst-15455	13	7	constructing	construct	VERB
ajst-15455	13	8	a	a	DET
ajst-15455	13	9	foundation	foundation	NOUN
ajst-15455	13	10	model	model	NOUN
ajst-15455	13	11	l	l	PROPN
ajst-15455	13	12	industry	industry	NOUN
ajst-15455	13	13	application	application	NOUN
ajst-15455	13	14	based	base	VERB
ajst-15455	13	15	on	on	ADP
ajst-15455	13	16	a	a	DET
ajst-15455	13	17	local	local	ADJ
ajst-15455	13	18	vector	vector	NOUN
ajst-15455	13	19	database	database	NOUN
ajst-15455	13	20	.	.	PUNCT
ajst-15455	14	1	by	by	ADP
ajst-15455	14	2	using	use	VERB
ajst-15455	14	3	a	a	DET
ajst-15455	14	4	locally	locally	ADV
ajst-15455	14	5	deployed	deploy	VERB
ajst-15455	14	6	vector	vector	NOUN
ajst-15455	14	7	database	database	NOUN
ajst-15455	14	8	to	to	PART
ajst-15455	14	9	store	store	VERB
ajst-15455	14	10	medical	medical	ADJ
ajst-15455	14	11	insurance	insurance	NOUN
ajst-15455	14	12	industry	industry	NOUN
ajst-15455	14	13	policies	policy	NOUN
ajst-15455	14	14	,	,	PUNCT
ajst-15455	14	15	domain	domain	NOUN
ajst-15455	14	16	knowledge	knowledge	NOUN
ajst-15455	14	17	,	,	PUNCT
ajst-15455	14	18	and	and	CCONJ
ajst-15455	14	19	business	business	NOUN
ajst-15455	14	20	information	information	NOUN
ajst-15455	14	21	,	,	PUNCT
ajst-15455	14	22	a	a	DET
ajst-15455	14	23	domain	domain	NOUN
ajst-15455	14	24	knowledge	knowledge	NOUN
ajst-15455	14	25	base	base	NOUN
ajst-15455	14	26	is	be	AUX
ajst-15455	14	27	formed[1	formed[1	NOUN
ajst-15455	14	28	]	]	X
ajst-15455	14	29	.	.	PUNCT
ajst-15455	15	1	then	then	ADV
ajst-15455	15	2	foundation	foundation	NOUN
ajst-15455	15	3	models	model	NOUN
ajst-15455	15	4	are	be	AUX
ajst-15455	15	5	called	call	VERB
ajst-15455	15	6	to	to	PART
ajst-15455	15	7	retrieve	retrieve	VERB
ajst-15455	15	8	knowledge	knowledge	NOUN
ajst-15455	15	9	and	and	CCONJ
ajst-15455	15	10	generate	generate	VERB
ajst-15455	15	11	content	content	NOUN
ajst-15455	15	12	,	,	PUNCT
ajst-15455	15	13	realizing	realize	VERB
ajst-15455	15	14	automatic	automatic	ADJ
ajst-15455	15	15	customer	customer	NOUN
ajst-15455	15	16	inquiry	inquiry	NOUN
ajst-15455	15	17	services	service	NOUN
ajst-15455	15	18	.	.	PUNCT
ajst-15455	16	1	this	this	DET
ajst-15455	16	2	method	method	NOUN
ajst-15455	16	3	not	not	PART
ajst-15455	16	4	only	only	ADV
ajst-15455	16	5	utilizes	utilize	VERB
ajst-15455	16	6	the	the	DET
ajst-15455	16	7	general	general	ADJ
ajst-15455	16	8	capabilities	capability	NOUN
ajst-15455	16	9	of	of	ADP
ajst-15455	16	10	foundation	foundation	NOUN
ajst-15455	16	11	models	model	NOUN
ajst-15455	16	12	but	but	CCONJ
ajst-15455	16	13	also	also	ADV
ajst-15455	16	14	solves	solve	VERB
ajst-15455	16	15	the	the	DET
ajst-15455	16	16	problems	problem	NOUN
ajst-15455	16	17	of	of	ADP
ajst-15455	16	18	industry	industry	NOUN
ajst-15455	16	19	data	datum	NOUN
ajst-15455	16	20	security	security	NOUN
ajst-15455	16	21	and	and	CCONJ
ajst-15455	16	22	high	high	ADJ
ajst-15455	16	23	deployment	deployment	NOUN
ajst-15455	16	24	and	and	CCONJ
ajst-15455	16	25	training	training	NOUN
ajst-15455	16	26	costs	cost	NOUN
ajst-15455	16	27	of	of	ADP
ajst-15455	16	28	l	l	NOUN
ajst-15455	16	29	foundation	foundation	NOUN
ajst-15455	16	30	models	model	NOUN
ajst-15455	16	31	.	.	PUNCT
ajst-15455	17	1	it	it	PRON
ajst-15455	17	2	is	be	AUX
ajst-15455	17	3	currently	currently	ADV
ajst-15455	17	4	a	a	DET
ajst-15455	17	5	widely	widely	ADV
ajst-15455	17	6	promotable	promotable	ADJ
ajst-15455	17	7	way	way	NOUN
ajst-15455	17	8	to	to	PART
ajst-15455	17	9	build	build	VERB
ajst-15455	17	10	foundation	foundation	NOUN
ajst-15455	17	11	model	model	NOUN
ajst-15455	17	12	industry	industry	NOUN
ajst-15455	17	13	applications	application	NOUN
ajst-15455	17	14	.	.	PUNCT
ajst-15455	18	1	2	2	X
ajst-15455	18	2	.	.	NUM
ajst-15455	18	3	objectives	objective	NOUN
ajst-15455	18	4	and	and	CCONJ
ajst-15455	18	5	key	key	ADJ
ajst-15455	18	6	technologies	technology	NOUN
ajst-15455	18	7	2.1	2.1	NUM
ajst-15455	18	8	.	.	PUNCT
ajst-15455	19	1	objectives	objective	NOUN
ajst-15455	19	2	to	to	PART
ajst-15455	19	3	construct	construct	VERB
ajst-15455	19	4	an	an	DET
ajst-15455	19	5	intelligent	intelligent	ADJ
ajst-15455	19	6	customer	customer	NOUN
ajst-15455	19	7	service	service	NOUN
ajst-15455	19	8	knowledge	knowledge	NOUN
ajst-15455	19	9	base	base	NOUN
ajst-15455	19	10	that	that	PRON
ajst-15455	19	11	supports	support	VERB
ajst-15455	19	12	channels	channel	NOUN
ajst-15455	19	13	such	such	ADJ
ajst-15455	19	14	as	as	ADP
ajst-15455	19	15	telephones	telephone	NOUN
ajst-15455	19	16	,	,	PUNCT
ajst-15455	19	17	service	service	NOUN
ajst-15455	19	18	machines	machine	NOUN
ajst-15455	19	19	,	,	PUNCT
ajst-15455	19	20	and	and	CCONJ
ajst-15455	19	21	mobile	mobile	ADJ
ajst-15455	19	22	apps	app	NOUN
ajst-15455	19	23	,	,	PUNCT
ajst-15455	19	24	that	that	PRON
ajst-15455	19	25	can	can	AUX
ajst-15455	19	26	automatically	automatically	ADV
ajst-15455	19	27	reply	reply	VERB
ajst-15455	19	28	to	to	ADP
ajst-15455	19	29	and	and	CCONJ
ajst-15455	19	30	handle	handle	VERB
ajst-15455	19	31	service	service	NOUN
ajst-15455	19	32	requests	request	NOUN
ajst-15455	19	33	based	base	VERB
ajst-15455	19	34	on	on	ADP
ajst-15455	19	35	customer	customer	NOUN
ajst-15455	19	36	voice	voice	NOUN
ajst-15455	19	37	,	,	PUNCT
ajst-15455	19	38	including	include	VERB
ajst-15455	19	39	:	:	PUNCT
ajst-15455	19	40	answering	answer	VERB
ajst-15455	19	41	users	user	NOUN
ajst-15455	19	42	’	’	PART
ajst-15455	19	43	questions	question	NOUN
ajst-15455	19	44	about	about	ADP
ajst-15455	19	45	insurance	insurance	NOUN
ajst-15455	19	46	policies	policy	NOUN
ajst-15455	19	47	:	:	PUNCT
ajst-15455	19	48	users	user	NOUN
ajst-15455	19	49	can	can	AUX
ajst-15455	19	50	ask	ask	VERB
ajst-15455	19	51	various	various	ADJ
ajst-15455	19	52	questions	question	NOUN
ajst-15455	19	53	about	about	ADP
ajst-15455	19	54	insurance	insurance	NOUN
ajst-15455	19	55	policies	policy	NOUN
ajst-15455	19	56	to	to	ADP
ajst-15455	19	57	the	the	DET
ajst-15455	19	58	intelligent	intelligent	ADJ
ajst-15455	19	59	customer	customer	NOUN
ajst-15455	19	60	service	service	NOUN
ajst-15455	19	61	through	through	ADP
ajst-15455	19	62	voice	voice	NOUN
ajst-15455	19	63	or	or	CCONJ
ajst-15455	19	64	text	text	NOUN
ajst-15455	19	65	,	,	PUNCT
ajst-15455	19	66	such	such	ADJ
ajst-15455	19	67	as	as	ADP
ajst-15455	19	68	payment	payment	NOUN
ajst-15455	19	69	standards	standard	NOUN
ajst-15455	19	70	,	,	PUNCT
ajst-15455	19	71	insurance	insurance	NOUN
ajst-15455	19	72	benefits	benefit	NOUN
ajst-15455	19	73	,	,	PUNCT
ajst-15455	19	74	complaints	complaint	NOUN
ajst-15455	19	75	and	and	CCONJ
ajst-15455	19	76	reports	report	NOUN
ajst-15455	19	77	,	,	PUNCT
ajst-15455	19	78	and	and	CCONJ
ajst-15455	19	79	other	other	ADJ
ajst-15455	19	80	areas	area	NOUN
ajst-15455	19	81	.	.	PUNCT
ajst-15455	20	1	querying	query	VERB
ajst-15455	20	2	medical	medical	ADJ
ajst-15455	20	3	insurance	insurance	NOUN
ajst-15455	20	4	information	information	NOUN
ajst-15455	20	5	:	:	PUNCT
ajst-15455	20	6	provide	provide	VERB
ajst-15455	20	7	users	user	NOUN
ajst-15455	20	8	with	with	ADP
ajst-15455	20	9	medical	medical	ADJ
ajst-15455	20	10	insurance	insurance	NOUN
ajst-15455	20	11	information	information	NOUN
ajst-15455	20	12	inquiry	inquiry	NOUN
ajst-15455	20	13	services	service	NOUN
ajst-15455	20	14	,	,	PUNCT
ajst-15455	20	15	such	such	ADJ
ajst-15455	20	16	as	as	ADP
ajst-15455	20	17	users	user	NOUN
ajst-15455	20	18	can	can	AUX
ajst-15455	20	19	query	query	VERB
ajst-15455	20	20	their	their	PRON
ajst-15455	20	21	own	own	ADJ
ajst-15455	20	22	insurance	insurance	NOUN
ajst-15455	20	23	participation	participation	NOUN
ajst-15455	20	24	records	record	NOUN
ajst-15455	20	25	,	,	PUNCT
ajst-15455	20	26	payment	payment	NOUN
ajst-15455	20	27	records	record	NOUN
ajst-15455	20	28	,	,	PUNCT
ajst-15455	20	29	treatment	treatment	NOUN
ajst-15455	20	30	records	record	NOUN
ajst-15455	20	31	,	,	PUNCT
ajst-15455	20	32	and	and	CCONJ
ajst-15455	20	33	other	other	ADJ
ajst-15455	20	34	information	information	NOUN
ajst-15455	20	35	through	through	ADP
ajst-15455	20	36	intelligent	intelligent	ADJ
ajst-15455	20	37	customer	customer	NOUN
ajst-15455	20	38	service	service	NOUN
ajst-15455	20	39	.	.	PUNCT
ajst-15455	21	1	handling	handle	VERB
ajst-15455	21	2	medical	medical	ADJ
ajst-15455	21	3	insurance	insurance	NOUN
ajst-15455	21	4	business	business	NOUN
ajst-15455	21	5	:	:	PUNCT
ajst-15455	21	6	assist	assist	VERB
ajst-15455	21	7	users	user	NOUN
ajst-15455	21	8	in	in	ADP
ajst-15455	21	9	handling	handle	VERB
ajst-15455	21	10	various	various	ADJ
ajst-15455	21	11	medical	medical	ADJ
ajst-15455	21	12	insurance	insurance	NOUN
ajst-15455	21	13	businesses	business	NOUN
ajst-15455	21	14	,	,	PUNCT
ajst-15455	21	15	such	such	ADJ
ajst-15455	21	16	as	as	ADP
ajst-15455	21	17	handling	handle	VERB
ajst-15455	21	18	insurance	insurance	NOUN
ajst-15455	21	19	registration	registration	NOUN
ajst-15455	21	20	,	,	PUNCT
ajst-15455	21	21	payment	payment	NOUN
ajst-15455	21	22	,	,	PUNCT
ajst-15455	21	23	benefit	benefit	NOUN
ajst-15455	21	24	application	application	NOUN
ajst-15455	21	25	,	,	PUNCT
ajst-15455	21	26	complaints	complaint	NOUN
ajst-15455	21	27	and	and	CCONJ
ajst-15455	21	28	reports	report	NOUN
ajst-15455	21	29	,	,	PUNCT
ajst-15455	21	30	and	and	CCONJ
ajst-15455	21	31	other	other	ADJ
ajst-15455	21	32	business	business	NOUN
ajst-15455	21	33	.	.	PUNCT
ajst-15455	22	1	providing	provide	VERB
ajst-15455	22	2	voice	voice	NOUN
ajst-15455	22	3	recognition	recognition	NOUN
ajst-15455	22	4	and	and	CCONJ
ajst-15455	22	5	synthesis	synthesis	NOUN
ajst-15455	22	6	functions	function	NOUN
ajst-15455	22	7	:	:	PUNCT
ajst-15455	22	8	provide	provide	VERB
ajst-15455	22	9	voice	voice	NOUN
ajst-15455	22	10	recognition	recognition	NOUN
ajst-15455	22	11	and	and	CCONJ
ajst-15455	22	12	voice	voice	NOUN
ajst-15455	22	13	synthesis	synthesis	NOUN
ajst-15455	22	14	functions	function	NOUN
ajst-15455	22	15	.	.	PUNCT
ajst-15455	23	1	users	user	NOUN
ajst-15455	23	2	can	can	AUX
ajst-15455	23	3	ask	ask	VERB
ajst-15455	23	4	questions	question	NOUN
ajst-15455	23	5	online	online	ADV
ajst-15455	23	6	by	by	ADP
ajst-15455	23	7	voice	voice	NOUN
ajst-15455	23	8	,	,	PUNCT
ajst-15455	23	9	and	and	CCONJ
ajst-15455	23	10	intelligent	intelligent	ADJ
ajst-15455	23	11	customer	customer	NOUN
ajst-15455	23	12	service	service	NOUN
ajst-15455	23	13	can	can	AUX
ajst-15455	23	14	respond	respond	VERB
ajst-15455	23	15	in	in	ADP
ajst-15455	23	16	a	a	DET
ajst-15455	23	17	voice	voice	NOUN
ajst-15455	23	18	way	way	NOUN
ajst-15455	23	19	as	as	ADV
ajst-15455	23	20	well	well	ADV
ajst-15455	23	21	.	.	PUNCT
ajst-15455	24	1	providing	provide	VERB
ajst-15455	24	2	ai	ai	VERB
ajst-15455	24	3	-	-	PUNCT
ajst-15455	24	4	powered	power	VERB
ajst-15455	24	5	chatbots	chatbot	NOUN
ajst-15455	24	6	for	for	ADP
ajst-15455	24	7	customer	customer	NOUN
ajst-15455	24	8	service	service	NOUN
ajst-15455	24	9	:	:	PUNCT
ajst-15455	24	10	utilize	utilize	VERB
ajst-15455	24	11	technologies	technology	NOUN
ajst-15455	24	12	such	such	ADJ
ajst-15455	24	13	as	as	ADP
ajst-15455	24	14	natural	natural	ADJ
ajst-15455	24	15	language	language	NOUN
ajst-15455	24	16	processing	processing	NOUN
ajst-15455	24	17	and	and	CCONJ
ajst-15455	24	18	machine	machine	NOUN
ajst-15455	24	19	learning	learn	VERB
ajst-15455	24	20	to	to	PART
ajst-15455	24	21	mimic	mimic	VERB
ajst-15455	24	22	human	human	ADJ
ajst-15455	24	23	conversation	conversation	NOUN
ajst-15455	24	24	and	and	CCONJ
ajst-15455	24	25	engage	engage	VERB
ajst-15455	24	26	with	with	ADP
ajst-15455	24	27	users	user	NOUN
ajst-15455	24	28	,	,	PUNCT
ajst-15455	24	29	offering	offer	VERB
ajst-15455	24	30	a	a	DET
ajst-15455	24	31	range	range	NOUN
ajst-15455	24	32	of	of	ADP
ajst-15455	24	33	services	service	NOUN
ajst-15455	24	34	.	.	PUNCT
ajst-15455	25	1	2.2	2.2	NUM
ajst-15455	25	2	.	.	PUNCT
ajst-15455	25	3	key	key	ADJ
ajst-15455	25	4	technology	technology	NOUN
ajst-15455	25	5	the	the	DET
ajst-15455	25	6	key	key	ADJ
ajst-15455	25	7	technologies	technology	NOUN
ajst-15455	25	8	necessary	necessary	ADJ
ajst-15455	25	9	for	for	ADP
ajst-15455	25	10	developing	develop	VERB
ajst-15455	25	11	an	an	DET
ajst-15455	25	12	intelligent	intelligent	ADJ
ajst-15455	25	13	customer	customer	NOUN
ajst-15455	25	14	service	service	NOUN
ajst-15455	25	15	system	system	NOUN
ajst-15455	25	16	encompass	encompass	VERB
ajst-15455	25	17	natural	natural	ADJ
ajst-15455	25	18	language	language	NOUN
ajst-15455	25	19	processing	processing	NOUN
ajst-15455	25	20	,	,	PUNCT
ajst-15455	25	21	machine	machine	NOUN
ajst-15455	25	22	learning	learning	NOUN
ajst-15455	25	23	,	,	PUNCT
ajst-15455	25	24	and	and	CCONJ
ajst-15455	25	25	data	data	VERB
ajst-15455	25	26	analysis	analysis	NOUN
ajst-15455	25	27	mining[2	mining[2	NOUN
ajst-15455	25	28	]	]	X
ajst-15455	25	29	.	.	PUNCT
ajst-15455	26	1	natural	natural	ADJ
ajst-15455	26	2	language	language	NOUN
ajst-15455	26	3	processing	processing	NOUN
ajst-15455	26	4	constitutes	constitute	VERB
ajst-15455	26	5	the	the	DET
ajst-15455	26	6	foundational	foundational	ADJ
ajst-15455	26	7	element	element	NOUN
ajst-15455	26	8	of	of	ADP
ajst-15455	26	9	the	the	DET
ajst-15455	26	10	system	system	NOUN
ajst-15455	26	11	,	,	PUNCT
ajst-15455	26	12	converting	convert	VERB
ajst-15455	26	13	diverse	diverse	ADJ
ajst-15455	26	14	user	user	NOUN
ajst-15455	26	15	inputs	input	NOUN
ajst-15455	26	16	,	,	PUNCT
ajst-15455	26	17	including	include	VERB
ajst-15455	26	18	speech	speech	NOUN
ajst-15455	26	19	and	and	CCONJ
ajst-15455	26	20	text	text	NOUN
ajst-15455	26	21	,	,	PUNCT
ajst-15455	26	22	into	into	ADP
ajst-15455	26	23	computationally	computationally	ADV
ajst-15455	26	24	processable	processable	ADJ
ajst-15455	26	25	formats	format	NOUN
ajst-15455	26	26	and	and	CCONJ
ajst-15455	26	27	automatically	automatically	ADV
ajst-15455	26	28	synthesizing	synthesize	VERB
ajst-15455	26	29	the	the	DET
ajst-15455	26	30	57	57	NUM
ajst-15455	26	31	output	output	NOUN
ajst-15455	26	32	comprehensively	comprehensively	ADV
ajst-15455	26	33	for	for	ADP
ajst-15455	26	34	users[3	users[3	PROPN
ajst-15455	26	35	]	]	PUNCT
ajst-15455	26	36	.	.	PUNCT
ajst-15455	27	1	machine	machine	NOUN
ajst-15455	27	2	learning	learning	NOUN
ajst-15455	27	3	technology	technology	NOUN
ajst-15455	27	4	can	can	AUX
ajst-15455	27	5	be	be	AUX
ajst-15455	27	6	employed	employ	VERB
ajst-15455	27	7	to	to	PART
ajst-15455	27	8	enhance	enhance	VERB
ajst-15455	27	9	the	the	DET
ajst-15455	27	10	accuracy	accuracy	NOUN
ajst-15455	27	11	and	and	CCONJ
ajst-15455	27	12	intelligence	intelligence	NOUN
ajst-15455	27	13	of	of	ADP
ajst-15455	27	14	the	the	DET
ajst-15455	27	15	intelligent	intelligent	ADJ
ajst-15455	27	16	customer	customer	NOUN
ajst-15455	27	17	service	service	NOUN
ajst-15455	27	18	system	system	NOUN
ajst-15455	27	19	by	by	ADP
ajst-15455	27	20	training	train	VERB
ajst-15455	27	21	it	it	PRON
ajst-15455	27	22	on	on	ADP
ajst-15455	27	23	historical	historical	ADJ
ajst-15455	27	24	conversation	conversation	NOUN
ajst-15455	27	25	data	datum	NOUN
ajst-15455	27	26	,	,	PUNCT
ajst-15455	27	27	optimizing	optimize	VERB
ajst-15455	27	28	product	product	NOUN
ajst-15455	27	29	performance	performance	NOUN
ajst-15455	27	30	and	and	CCONJ
ajst-15455	27	31	enhancing	enhance	VERB
ajst-15455	27	32	the	the	DET
ajst-15455	27	33	overall	overall	ADJ
ajst-15455	27	34	user	user	NOUN
ajst-15455	27	35	experience[4	experience[4	PROPN
ajst-15455	27	36	]	]	PUNCT
ajst-15455	27	37	.	.	PUNCT
ajst-15455	28	1	in	in	ADP
ajst-15455	28	2	recent	recent	ADJ
ajst-15455	28	3	years	year	NOUN
ajst-15455	28	4	,	,	PUNCT
ajst-15455	28	5	research	research	NOUN
ajst-15455	28	6	on	on	ADP
ajst-15455	28	7	foundation	foundation	NOUN
ajst-15455	28	8	models	model	NOUN
ajst-15455	28	9	has	have	AUX
ajst-15455	28	10	significantly	significantly	ADV
ajst-15455	28	11	boosted	boost	VERB
ajst-15455	28	12	the	the	DET
ajst-15455	28	13	effectiveness	effectiveness	NOUN
ajst-15455	28	14	of	of	ADP
ajst-15455	28	15	natural	natural	ADJ
ajst-15455	28	16	language	language	NOUN
ajst-15455	28	17	processing	processing	NOUN
ajst-15455	28	18	,	,	PUNCT
ajst-15455	28	19	representing	represent	VERB
ajst-15455	28	20	significant	significant	ADJ
ajst-15455	28	21	progress	progress	NOUN
ajst-15455	28	22	in	in	ADP
ajst-15455	28	23	the	the	DET
ajst-15455	28	24	field	field	NOUN
ajst-15455	28	25	of	of	ADP
ajst-15455	28	26	artificial	artificial	ADJ
ajst-15455	28	27	intelligence	intelligence	NOUN
ajst-15455	28	28	.	.	PUNCT
ajst-15455	29	1	notably	notably	ADV
ajst-15455	29	2	,	,	PUNCT
ajst-15455	29	3	platforms	platform	NOUN
ajst-15455	29	4	such	such	ADJ
ajst-15455	29	5	as	as	ADP
ajst-15455	29	6	chatgpt4	chatgpt4	NOUN
ajst-15455	29	7	as	as	ADV
ajst-15455	29	8	well	well	ADV
ajst-15455	29	9	as	as	ADP
ajst-15455	29	10	a	a	DET
ajst-15455	29	11	range	range	NOUN
ajst-15455	29	12	of	of	ADP
ajst-15455	29	13	domestic	domestic	ADJ
ajst-15455	29	14	large	large	ADJ
ajst-15455	29	15	-	-	PUNCT
ajst-15455	29	16	scale	scale	NOUN
ajst-15455	29	17	model	model	NOUN
ajst-15455	29	18	platforms	platform	NOUN
ajst-15455	29	19	provide	provide	VERB
ajst-15455	29	20	highly	highly	ADV
ajst-15455	29	21	effective	effective	ADJ
ajst-15455	29	22	natural	natural	ADJ
ajst-15455	29	23	language	language	NOUN
ajst-15455	29	24	processing	processing	NOUN
ajst-15455	29	25	capabilities	capability	NOUN
ajst-15455	29	26	.	.	PUNCT
ajst-15455	30	1	a	a	DET
ajst-15455	30	2	vector	vector	NOUN
ajst-15455	30	3	database	database	NOUN
ajst-15455	30	4	is	be	AUX
ajst-15455	30	5	a	a	DET
ajst-15455	30	6	specialized	specialized	ADJ
ajst-15455	30	7	database	database	NOUN
ajst-15455	30	8	that	that	PRON
ajst-15455	30	9	stores	store	NOUN
ajst-15455	30	10	and	and	CCONJ
ajst-15455	30	11	processes	process	VERB
ajst-15455	30	12	vector	vector	NOUN
ajst-15455	30	13	data	datum	NOUN
ajst-15455	30	14	.	.	PUNCT
ajst-15455	31	1	foundation	foundation	NOUN
ajst-15455	31	2	models	model	NOUN
ajst-15455	31	3	can	can	AUX
ajst-15455	31	4	acquire	acquire	VERB
ajst-15455	31	5	knowledge	knowledge	NOUN
ajst-15455	31	6	of	of	ADP
ajst-15455	31	7	the	the	DET
ajst-15455	31	8	business	business	NOUN
ajst-15455	31	9	domain	domain	NOUN
ajst-15455	31	10	through	through	ADP
ajst-15455	31	11	vector	vector	NOUN
ajst-15455	31	12	databases	database	NOUN
ajst-15455	31	13	,	,	PUNCT
ajst-15455	31	14	and	and	CCONJ
ajst-15455	31	15	in	in	ADP
ajst-15455	31	16	this	this	DET
ajst-15455	31	17	article	article	NOUN
ajst-15455	31	18	,	,	PUNCT
ajst-15455	31	19	we	we	PRON
ajst-15455	31	20	used	use	VERB
ajst-15455	31	21	a	a	DET
ajst-15455	31	22	vector	vector	NOUN
ajst-15455	31	23	database	database	NOUN
ajst-15455	31	24	to	to	PART
ajst-15455	31	25	construct	construct	VERB
ajst-15455	31	26	a	a	DET
ajst-15455	31	27	local	local	ADJ
ajst-15455	31	28	business	business	NOUN
ajst-15455	31	29	database	database	NOUN
ajst-15455	31	30	,	,	PUNCT
ajst-15455	31	31	promoting	promote	VERB
ajst-15455	31	32	faster	fast	ADJ
ajst-15455	31	33	response	response	NOUN
ajst-15455	31	34	efficiency	efficiency	NOUN
ajst-15455	31	35	of	of	ADP
ajst-15455	31	36	foundation	foundation	NOUN
ajst-15455	31	37	models	model	NOUN
ajst-15455	31	38	and	and	CCONJ
ajst-15455	31	39	ensuring	ensure	VERB
ajst-15455	31	40	data	datum	NOUN
ajst-15455	31	41	security	security	NOUN
ajst-15455	31	42	.	.	PUNCT
ajst-15455	32	1	3	3	X
ajst-15455	32	2	.	.	X
ajst-15455	32	3	design	design	NOUN
ajst-15455	32	4	and	and	CCONJ
ajst-15455	32	5	implementation	implementation	NOUN
ajst-15455	32	6	the	the	DET
ajst-15455	32	7	medical	medical	ADJ
ajst-15455	32	8	insurance	insurance	NOUN
ajst-15455	32	9	knowledge	knowledge	NOUN
ajst-15455	32	10	base	base	NOUN
ajst-15455	32	11	is	be	AUX
ajst-15455	32	12	a	a	DET
ajst-15455	32	13	system	system	NOUN
ajst-15455	32	14	of	of	ADP
ajst-15455	32	15	medical	medical	ADJ
ajst-15455	32	16	insurance	insurance	NOUN
ajst-15455	32	17	knowledge	knowledge	NOUN
ajst-15455	32	18	constructed	construct	VERB
ajst-15455	32	19	by	by	ADP
ajst-15455	32	20	organizing	organize	VERB
ajst-15455	32	21	and	and	CCONJ
ajst-15455	32	22	summarizing	summarize	VERB
ajst-15455	32	23	information	information	NOUN
ajst-15455	32	24	related	relate	VERB
ajst-15455	32	25	to	to	ADP
ajst-15455	32	26	medical	medical	ADJ
ajst-15455	32	27	insurance	insurance	NOUN
ajst-15455	32	28	policies	policy	NOUN
ajst-15455	32	29	,	,	PUNCT
ajst-15455	32	30	processing	processing	NOUN
ajst-15455	32	31	procedures	procedure	NOUN
ajst-15455	32	32	,	,	PUNCT
ajst-15455	32	33	and	and	CCONJ
ajst-15455	32	34	designated	designate	VERB
ajst-15455	32	35	medical	medical	ADJ
ajst-15455	32	36	institutions	institution	NOUN
ajst-15455	32	37	.	.	PUNCT
ajst-15455	33	1	to	to	PART
ajst-15455	33	2	ensure	ensure	VERB
ajst-15455	33	3	data	datum	NOUN
ajst-15455	33	4	security	security	NOUN
ajst-15455	33	5	,	,	PUNCT
ajst-15455	33	6	a	a	DET
ajst-15455	33	7	vector	vector	NOUN
ajst-15455	33	8	database	database	NOUN
ajst-15455	33	9	was	be	AUX
ajst-15455	33	10	utilized	utilize	VERB
ajst-15455	33	11	to	to	PART
ajst-15455	33	12	build	build	VERB
ajst-15455	33	13	a	a	DET
ajst-15455	33	14	local	local	ADJ
ajst-15455	33	15	medical	medical	ADJ
ajst-15455	33	16	insurance	insurance	NOUN
ajst-15455	33	17	knowledge	knowledge	NOUN
ajst-15455	33	18	base	base	NOUN
ajst-15455	33	19	for	for	ADP
ajst-15455	33	20	this	this	DET
ajst-15455	33	21	project	project	NOUN
ajst-15455	33	22	.	.	PUNCT
ajst-15455	34	1	this	this	DET
ajst-15455	34	2	database	database	NOUN
ajst-15455	34	3	employs	employ	VERB
ajst-15455	34	4	a	a	DET
ajst-15455	34	5	large	large	ADJ
ajst-15455	34	6	language	language	NOUN
ajst-15455	34	7	model	model	NOUN
ajst-15455	34	8	to	to	PART
ajst-15455	34	9	retrieve	retrieve	VERB
ajst-15455	34	10	information	information	NOUN
ajst-15455	34	11	from	from	ADP
ajst-15455	34	12	the	the	DET
ajst-15455	34	13	knowledge	knowledge	NOUN
ajst-15455	34	14	base	base	NOUN
ajst-15455	34	15	through	through	ADP
ajst-15455	34	16	interface	interface	NOUN
ajst-15455	34	17	calls	call	NOUN
ajst-15455	34	18	,	,	PUNCT
ajst-15455	34	19	creating	create	VERB
ajst-15455	34	20	a	a	DET
ajst-15455	34	21	secure	secure	ADJ
ajst-15455	34	22	and	and	CCONJ
ajst-15455	34	23	reliable	reliable	ADJ
ajst-15455	34	24	medical	medical	ADJ
ajst-15455	34	25	insurance	insurance	NOUN
ajst-15455	34	26	knowledge	knowledge	NOUN
ajst-15455	34	27	management	management	NOUN
ajst-15455	34	28	service	service	NOUN
ajst-15455	34	29	system	system	NOUN
ajst-15455	34	30	.	.	PUNCT
ajst-15455	35	1	it	it	PRON
ajst-15455	35	2	provides	provide	VERB
ajst-15455	35	3	a	a	DET
ajst-15455	35	4	range	range	NOUN
ajst-15455	35	5	of	of	ADP
ajst-15455	35	6	comprehensive	comprehensive	ADJ
ajst-15455	35	7	,	,	PUNCT
ajst-15455	35	8	integrated	integrate	VERB
ajst-15455	35	9	,	,	PUNCT
ajst-15455	35	10	and	and	CCONJ
ajst-15455	35	11	multi	multi	ADJ
ajst-15455	35	12	-	-	ADJ
ajst-15455	35	13	channel	channel	ADJ
ajst-15455	35	14	support	support	NOUN
ajst-15455	35	15	services	service	NOUN
ajst-15455	35	16	for	for	ADP
ajst-15455	35	17	intelligent	intelligent	ADJ
ajst-15455	35	18	customer	customer	NOUN
ajst-15455	35	19	service	service	NOUN
ajst-15455	35	20	systems	system	NOUN
ajst-15455	35	21	.	.	PUNCT
ajst-15455	36	1	3.1	3.1	NUM
ajst-15455	36	2	.	.	PUNCT
ajst-15455	36	3	application	application	NOUN
ajst-15455	36	4	of	of	ADP
ajst-15455	36	5	vector	vector	NOUN
ajst-15455	36	6	database	database	NOUN
ajst-15455	36	7	the	the	DET
ajst-15455	36	8	application	application	NOUN
ajst-15455	36	9	of	of	ADP
ajst-15455	36	10	vector	vector	NOUN
ajst-15455	36	11	databases	database	NOUN
ajst-15455	36	12	plays	play	VERB
ajst-15455	36	13	a	a	DET
ajst-15455	36	14	crucial	crucial	ADJ
ajst-15455	36	15	role	role	NOUN
ajst-15455	36	16	in	in	ADP
ajst-15455	36	17	building	build	VERB
ajst-15455	36	18	industry	industry	NOUN
ajst-15455	36	19	applications	application	NOUN
ajst-15455	36	20	based	base	VERB
ajst-15455	36	21	on	on	ADP
ajst-15455	36	22	large	large	ADJ
ajst-15455	36	23	language	language	NOUN
ajst-15455	36	24	models	model	NOUN
ajst-15455	36	25	.	.	PUNCT
ajst-15455	37	1	although	although	SCONJ
ajst-15455	37	2	foundation	foundation	NOUN
ajst-15455	37	3	models	model	NOUN
ajst-15455	37	4	can	can	AUX
ajst-15455	37	5	offer	offer	VERB
ajst-15455	37	6	general	general	ADJ
ajst-15455	37	7	answers	answer	NOUN
ajst-15455	37	8	,	,	PUNCT
ajst-15455	37	9	their	their	PRON
ajst-15455	37	10	knowledge	knowledge	NOUN
ajst-15455	37	11	depth	depth	NOUN
ajst-15455	37	12	,	,	PUNCT
ajst-15455	37	13	accuracy	accuracy	NOUN
ajst-15455	37	14	,	,	PUNCT
ajst-15455	37	15	and	and	CCONJ
ajst-15455	37	16	timeliness	timeliness	NOUN
ajst-15455	37	17	are	be	AUX
ajst-15455	37	18	limited	limit	VERB
ajst-15455	37	19	in	in	ADP
ajst-15455	37	20	vertical	vertical	ADJ
ajst-15455	37	21	fields	field	NOUN
ajst-15455	37	22	.	.	PUNCT
ajst-15455	38	1	to	to	PART
ajst-15455	38	2	address	address	VERB
ajst-15455	38	3	this	this	DET
ajst-15455	38	4	issue	issue	NOUN
ajst-15455	38	5	,	,	PUNCT
ajst-15455	38	6	vector	vector	NOUN
ajst-15455	38	7	databases	database	NOUN
ajst-15455	38	8	can	can	AUX
ajst-15455	38	9	be	be	AUX
ajst-15455	38	10	employed	employ	VERB
ajst-15455	38	11	to	to	PART
ajst-15455	38	12	convert	convert	VERB
ajst-15455	38	13	enterprise	enterprise	NOUN
ajst-15455	38	14	knowledge	knowledge	NOUN
ajst-15455	38	15	base	base	NOUN
ajst-15455	38	16	documents	document	NOUN
ajst-15455	38	17	and	and	CCONJ
ajst-15455	38	18	data	datum	NOUN
ajst-15455	38	19	into	into	ADP
ajst-15455	38	20	vector	vector	NOUN
ajst-15455	38	21	representations	representation	NOUN
ajst-15455	38	22	through	through	ADP
ajst-15455	38	23	vector	vector	NOUN
ajst-15455	38	24	embedding	embed	VERB
ajst-15455	38	25	.	.	PUNCT
ajst-15455	39	1	this	this	PRON
ajst-15455	39	2	enables	enable	VERB
ajst-15455	39	3	the	the	DET
ajst-15455	39	4	retrieval	retrieval	NOUN
ajst-15455	39	5	of	of	ADP
ajst-15455	39	6	similar	similar	ADJ
ajst-15455	39	7	knowledge	knowledge	NOUN
ajst-15455	39	8	through	through	ADP
ajst-15455	39	9	similarity	similarity	NOUN
ajst-15455	39	10	search	search	NOUN
ajst-15455	39	11	functions	function	NOUN
ajst-15455	39	12	and	and	CCONJ
ajst-15455	39	13	interaction	interaction	NOUN
ajst-15455	39	14	with	with	ADP
ajst-15455	39	15	foundation	foundation	NOUN
ajst-15455	39	16	models	model	NOUN
ajst-15455	39	17	,	,	PUNCT
ajst-15455	39	18	resulting	result	VERB
ajst-15455	39	19	in	in	ADP
ajst-15455	39	20	intelligent	intelligent	ADJ
ajst-15455	39	21	applications	application	NOUN
ajst-15455	39	22	in	in	ADP
ajst-15455	39	23	proprietary	proprietary	ADJ
ajst-15455	39	24	fields	field	NOUN
ajst-15455	39	25	.	.	PUNCT
ajst-15455	40	1	vectors	vector	NOUN
ajst-15455	40	2	can	can	AUX
ajst-15455	40	3	represent	represent	VERB
ajst-15455	40	4	text	text	NOUN
ajst-15455	40	5	and	and	CCONJ
ajst-15455	40	6	knowledge	knowledge	NOUN
ajst-15455	40	7	as	as	ADP
ajst-15455	40	8	mathematical	mathematical	ADJ
ajst-15455	40	9	vectors	vector	NOUN
ajst-15455	40	10	,	,	PUNCT
ajst-15455	40	11	allowing	allow	VERB
ajst-15455	40	12	for	for	ADP
ajst-15455	40	13	functions	function	NOUN
ajst-15455	40	14	such	such	ADJ
ajst-15455	40	15	as	as	ADP
ajst-15455	40	16	text	text	NOUN
ajst-15455	40	17	similarity	similarity	NOUN
ajst-15455	40	18	calculation	calculation	NOUN
ajst-15455	40	19	,	,	PUNCT
ajst-15455	40	20	knowledge	knowledge	NOUN
ajst-15455	40	21	base	base	NOUN
ajst-15455	40	22	retrieval	retrieval	NOUN
ajst-15455	40	23	,	,	PUNCT
ajst-15455	40	24	and	and	CCONJ
ajst-15455	40	25	reasoning	reasoning	NOUN
ajst-15455	40	26	.	.	PUNCT
ajst-15455	41	1	vector	vector	NOUN
ajst-15455	41	2	embedding	embed	VERB
ajst-15455	41	3	is	be	AUX
ajst-15455	41	4	an	an	DET
ajst-15455	41	5	ai	ai	ADJ
ajst-15455	41	6	-	-	PUNCT
ajst-15455	41	7	native	native	ADJ
ajst-15455	41	8	data	datum	NOUN
ajst-15455	41	9	representation	representation	NOUN
ajst-15455	41	10	method	method	NOUN
ajst-15455	41	11	ideal	ideal	NOUN
ajst-15455	41	12	for	for	ADP
ajst-15455	41	13	various	various	ADJ
ajst-15455	41	14	ai	ai	NOUN
ajst-15455	41	15	-	-	PUNCT
ajst-15455	41	16	based	base	VERB
ajst-15455	41	17	tools	tool	NOUN
ajst-15455	41	18	and	and	CCONJ
ajst-15455	41	19	algorithms	algorithm	NOUN
ajst-15455	41	20	.	.	PUNCT
ajst-15455	42	1	it	it	PRON
ajst-15455	42	2	can	can	AUX
ajst-15455	42	3	represent	represent	VERB
ajst-15455	42	4	unstructured	unstructured	ADJ
ajst-15455	42	5	data	datum	NOUN
ajst-15455	42	6	or	or	CCONJ
ajst-15455	42	7	knowledge	knowledge	NOUN
ajst-15455	42	8	,	,	PUNCT
ajst-15455	42	9	including	include	VERB
ajst-15455	42	10	text	text	NOUN
ajst-15455	42	11	,	,	PUNCT
ajst-15455	42	12	images	image	NOUN
ajst-15455	42	13	,	,	PUNCT
ajst-15455	42	14	audio	audio	NOUN
ajst-15455	42	15	,	,	PUNCT
ajst-15455	42	16	and	and	CCONJ
ajst-15455	42	17	video	video	NOUN
ajst-15455	42	18	,	,	PUNCT
ajst-15455	42	19	as	as	SCONJ
ajst-15455	42	20	illustrated	illustrate	VERB
ajst-15455	42	21	in	in	ADP
ajst-15455	42	22	the	the	DET
ajst-15455	42	23	figure	figure	NOUN
ajst-15455	42	24	below	below	ADV
ajst-15455	42	25	.	.	PUNCT
ajst-15455	43	1	figure	figure	NOUN
ajst-15455	43	2	1	1	NUM
ajst-15455	43	3	.	.	PUNCT
ajst-15455	44	1	in	in	ADP
ajst-15455	44	2	this	this	DET
ajst-15455	44	3	project	project	NOUN
ajst-15455	44	4	,	,	PUNCT
ajst-15455	44	5	the	the	DET
ajst-15455	44	6	entire	entire	ADJ
ajst-15455	44	7	process	process	NOUN
ajst-15455	44	8	of	of	ADP
ajst-15455	44	9	utilizing	utilize	VERB
ajst-15455	44	10	a	a	DET
ajst-15455	44	11	vector	vector	NOUN
ajst-15455	44	12	database	database	NOUN
ajst-15455	44	13	involves	involve	VERB
ajst-15455	44	14	the	the	DET
ajst-15455	44	15	following	follow	VERB
ajst-15455	44	16	steps	step	NOUN
ajst-15455	44	17	:	:	PUNCT
ajst-15455	44	18	(	(	PUNCT
ajst-15455	44	19	1)generating	1)generating	NUM
ajst-15455	44	20	vectors	vector	NOUN
ajst-15455	44	21	for	for	ADP
ajst-15455	44	22	the	the	DET
ajst-15455	44	23	content	content	NOUN
ajst-15455	44	24	to	to	PART
ajst-15455	44	25	be	be	AUX
ajst-15455	44	26	indexed	index	VERB
ajst-15455	44	27	,	,	PUNCT
ajst-15455	44	28	including	include	VERB
ajst-15455	44	29	text	text	NOUN
ajst-15455	44	30	,	,	PUNCT
ajst-15455	44	31	images	image	NOUN
ajst-15455	44	32	,	,	PUNCT
ajst-15455	44	33	and	and	CCONJ
ajst-15455	44	34	videos	video	NOUN
ajst-15455	44	35	,	,	PUNCT
ajst-15455	44	36	using	use	VERB
ajst-15455	44	37	an	an	DET
ajst-15455	44	38	embedding	embed	VERB
ajst-15455	44	39	model	model	NOUN
ajst-15455	44	40	.	.	PUNCT
ajst-15455	45	1	(	(	PUNCT
ajst-15455	45	2	2	2	X
ajst-15455	45	3	)	)	PUNCT
ajst-15455	45	4	adding	add	VERB
ajst-15455	45	5	these	these	DET
ajst-15455	45	6	vectors	vector	NOUN
ajst-15455	45	7	,	,	PUNCT
ajst-15455	45	8	along	along	ADP
ajst-15455	45	9	with	with	ADP
ajst-15455	45	10	their	their	PRON
ajst-15455	45	11	corresponding	correspond	VERB
ajst-15455	45	12	original	original	ADJ
ajst-15455	45	13	content	content	NOUN
ajst-15455	45	14	,	,	PUNCT
ajst-15455	45	15	to	to	ADP
ajst-15455	45	16	the	the	DET
ajst-15455	45	17	vector	vector	NOUN
ajst-15455	45	18	database	database	NOUN
ajst-15455	45	19	.	.	PUNCT
ajst-15455	46	1	(	(	PUNCT
ajst-15455	46	2	3	3	X
ajst-15455	46	3	)	)	PUNCT
ajst-15455	46	4	when	when	SCONJ
ajst-15455	46	5	an	an	DET
ajst-15455	46	6	application	application	NOUN
ajst-15455	46	7	issues	issue	VERB
ajst-15455	46	8	a	a	DET
ajst-15455	46	9	query	query	NOUN
ajst-15455	46	10	,	,	PUNCT
ajst-15455	46	11	using	use	VERB
ajst-15455	46	12	the	the	DET
ajst-15455	46	13	same	same	ADJ
ajst-15455	46	14	embedding	embed	VERB
ajst-15455	46	15	model	model	NOUN
ajst-15455	46	16	to	to	PART
ajst-15455	46	17	create	create	VERB
ajst-15455	46	18	vectors	vector	NOUN
ajst-15455	46	19	for	for	ADP
ajst-15455	46	20	the	the	DET
ajst-15455	46	21	query	query	NOUN
ajst-15455	46	22	and	and	CCONJ
ajst-15455	46	23	searching	search	VERB
ajst-15455	46	24	for	for	ADP
ajst-15455	46	25	similar	similar	ADJ
ajst-15455	46	26	vectors	vector	NOUN
ajst-15455	46	27	within	within	ADP
ajst-15455	46	28	the	the	DET
ajst-15455	46	29	database	database	NOUN
ajst-15455	46	30	.	.	PUNCT
ajst-15455	47	1	as	as	SCONJ
ajst-15455	47	2	previously	previously	ADV
ajst-15455	47	3	stated	state	VERB
ajst-15455	47	4	,	,	PUNCT
ajst-15455	47	5	these	these	DET
ajst-15455	47	6	similar	similar	ADJ
ajst-15455	47	7	vectors	vector	NOUN
ajst-15455	47	8	are	be	AUX
ajst-15455	47	9	associated	associate	VERB
ajst-15455	47	10	with	with	ADP
ajst-15455	47	11	the	the	DET
ajst-15455	47	12	original	original	ADJ
ajst-15455	47	13	content	content	NOUN
ajst-15455	47	14	used	use	VERB
ajst-15455	47	15	to	to	PART
ajst-15455	47	16	create	create	VERB
ajst-15455	47	17	them	they	PRON
ajst-15455	47	18	.	.	PUNCT
ajst-15455	48	1	this	this	DET
ajst-15455	48	2	article	article	NOUN
ajst-15455	48	3	utilizes	utilize	VERB
ajst-15455	48	4	the	the	DET
ajst-15455	48	5	open	open	ADJ
ajst-15455	48	6	-	-	PUNCT
ajst-15455	48	7	source	source	NOUN
ajst-15455	48	8	vector	vector	NOUN
ajst-15455	48	9	database	database	NOUN
ajst-15455	48	10	milvus	milvus	NOUN
ajst-15455	48	11	which	which	PRON
ajst-15455	48	12	is	be	AUX
ajst-15455	48	13	designed	design	VERB
ajst-15455	48	14	specifically	specifically	ADV
ajst-15455	48	15	for	for	ADP
ajst-15455	48	16	fast	fast	ADJ
ajst-15455	48	17	storage	storage	NOUN
ajst-15455	48	18	,	,	PUNCT
ajst-15455	48	19	retrieval	retrieval	NOUN
ajst-15455	48	20	,	,	PUNCT
ajst-15455	48	21	and	and	CCONJ
ajst-15455	48	22	analysis	analysis	NOUN
ajst-15455	48	23	of	of	ADP
ajst-15455	48	24	foundation	foundation	NOUN
ajst-15455	48	25	-	-	PUNCT
ajst-15455	48	26	scale	scale	NOUN
ajst-15455	48	27	vector	vector	NOUN
ajst-15455	48	28	data	datum	NOUN
ajst-15455	48	29	.	.	PUNCT
ajst-15455	49	1	it	it	PRON
ajst-15455	49	2	offers	offer	VERB
ajst-15455	49	3	highperformance	highperformance	NOUN
ajst-15455	49	4	and	and	CCONJ
ajst-15455	49	5	scalable	scalable	ADJ
ajst-15455	49	6	architecture	architecture	NOUN
ajst-15455	49	7	,	,	PUNCT
ajst-15455	49	8	supporting	support	VERB
ajst-15455	49	9	various	various	ADJ
ajst-15455	49	10	vector	vector	NOUN
ajst-15455	49	11	index	index	NOUN
ajst-15455	49	12	algorithms	algorithm	NOUN
ajst-15455	49	13	and	and	CCONJ
ajst-15455	49	14	query	query	NOUN
ajst-15455	49	15	modes	mode	NOUN
ajst-15455	49	16	.	.	PUNCT
ajst-15455	50	1	milvus	milvus	PROPN
ajst-15455	50	2	can	can	AUX
ajst-15455	50	3	be	be	AUX
ajst-15455	50	4	widely	widely	ADV
ajst-15455	50	5	applied	apply	VERB
ajst-15455	50	6	in	in	ADP
ajst-15455	50	7	fields	field	NOUN
ajst-15455	50	8	such	such	ADJ
ajst-15455	50	9	as	as	ADP
ajst-15455	50	10	recommendation	recommendation	NOUN
ajst-15455	50	11	systems	system	NOUN
ajst-15455	50	12	,	,	PUNCT
ajst-15455	50	13	image	image	NOUN
ajst-15455	50	14	searching	searching	NOUN
ajst-15455	50	15	,	,	PUNCT
ajst-15455	50	16	natural	natural	ADJ
ajst-15455	50	17	language	language	NOUN
ajst-15455	50	18	processing	processing	NOUN
ajst-15455	50	19	,	,	PUNCT
ajst-15455	50	20	and	and	CCONJ
ajst-15455	50	21	machine	machine	NOUN
ajst-15455	50	22	learning	learning	NOUN
ajst-15455	50	23	,	,	PUNCT
ajst-15455	50	24	helping	help	VERB
ajst-15455	50	25	users	user	NOUN
ajst-15455	50	26	quickly	quickly	ADV
ajst-15455	50	27	discover	discover	VERB
ajst-15455	50	28	and	and	CCONJ
ajst-15455	50	29	analyze	analyze	VERB
ajst-15455	50	30	similar	similar	ADJ
ajst-15455	50	31	vector	vector	NOUN
ajst-15455	50	32	data	datum	NOUN
ajst-15455	50	33	.	.	PUNCT
ajst-15455	51	1	3.2	3.2	NUM
ajst-15455	51	2	.	.	PUNCT
ajst-15455	52	1	knowledge	knowledge	NOUN
ajst-15455	52	2	base	base	PROPN
ajst-15455	52	3	design	design	VERB
ajst-15455	52	4	the	the	DET
ajst-15455	52	5	entire	entire	ADJ
ajst-15455	52	6	knowledge	knowledge	NOUN
ajst-15455	52	7	storage	storage	NOUN
ajst-15455	52	8	system	system	NOUN
ajst-15455	52	9	is	be	AUX
ajst-15455	52	10	divided	divide	VERB
ajst-15455	52	11	into	into	ADP
ajst-15455	52	12	three	three	NUM
ajst-15455	52	13	parts	part	NOUN
ajst-15455	52	14	based	base	VERB
ajst-15455	52	15	on	on	ADP
ajst-15455	52	16	usage	usage	NOUN
ajst-15455	52	17	scenarios	scenario	NOUN
ajst-15455	52	18	:	:	PUNCT
ajst-15455	52	19	(	(	PUNCT
ajst-15455	52	20	1	1	X
ajst-15455	52	21	)	)	PUNCT
ajst-15455	52	22	policy	policy	NOUN
ajst-15455	52	23	searches	search	NOUN
ajst-15455	52	24	scenario	scenario	NOUN
ajst-15455	52	25	in	in	ADP
ajst-15455	52	26	this	this	DET
ajst-15455	52	27	scenario	scenario	NOUN
ajst-15455	52	28	,	,	PUNCT
ajst-15455	52	29	traditional	traditional	ADJ
ajst-15455	52	30	structured	structured	ADJ
ajst-15455	52	31	data	datum	NOUN
ajst-15455	52	32	storage	storage	NOUN
ajst-15455	52	33	,	,	PUNCT
ajst-15455	52	34	elasticsearch	elasticsearch	NOUN
ajst-15455	52	35	storage	storage	NOUN
ajst-15455	52	36	,	,	PUNCT
ajst-15455	52	37	and	and	CCONJ
ajst-15455	52	38	oss	oss	NOUN
ajst-15455	52	39	file	file	NOUN
ajst-15455	52	40	storage	storage	NOUN
ajst-15455	52	41	are	be	AUX
ajst-15455	52	42	mainly	mainly	ADV
ajst-15455	52	43	used	use	VERB
ajst-15455	52	44	.	.	PUNCT
ajst-15455	53	1	after	after	ADP
ajst-15455	53	2	being	be	AUX
ajst-15455	53	3	processed	process	VERB
ajst-15455	53	4	and	and	CCONJ
ajst-15455	53	5	extracted	extract	VERB
ajst-15455	53	6	the	the	DET
ajst-15455	53	7	text	text	NOUN
ajst-15455	53	8	content	content	NOUN
ajst-15455	53	9	of	of	ADP
ajst-15455	53	10	the	the	DET
ajst-15455	53	11	original	original	ADJ
ajst-15455	53	12	policy	policy	NOUN
ajst-15455	53	13	documents	document	NOUN
ajst-15455	53	14	,	,	PUNCT
ajst-15455	53	15	they	they	PRON
ajst-15455	53	16	are	be	AUX
ajst-15455	53	17	stored	store	VERB
ajst-15455	53	18	in	in	ADP
ajst-15455	53	19	es	es	NOUN
ajst-15455	53	20	for	for	ADP
ajst-15455	53	21	search	search	NOUN
ajst-15455	53	22	use	use	NOUN
ajst-15455	53	23	.	.	PUNCT
ajst-15455	54	1	meanwhile	meanwhile	ADV
ajst-15455	54	2	,	,	PUNCT
ajst-15455	54	3	the	the	DET
ajst-15455	54	4	text	text	NOUN
ajst-15455	54	5	content	content	NOUN
ajst-15455	54	6	is	be	AUX
ajst-15455	54	7	stored	store	VERB
ajst-15455	54	8	in	in	ADP
ajst-15455	54	9	a	a	DET
ajst-15455	54	10	structured	structured	ADJ
ajst-15455	54	11	document	document	NOUN
ajst-15455	54	12	database	database	NOUN
ajst-15455	54	13	for	for	ADP
ajst-15455	54	14	full	full	ADJ
ajst-15455	54	15	text	text	NOUN
ajst-15455	54	16	display	display	NOUN
ajst-15455	54	17	.	.	PUNCT
ajst-15455	55	1	finally	finally	ADV
ajst-15455	55	2	,	,	PUNCT
ajst-15455	55	3	the	the	DET
ajst-15455	55	4	original	original	ADJ
ajst-15455	55	5	policy	policy	NOUN
ajst-15455	55	6	documents	document	NOUN
ajst-15455	55	7	are	be	AUX
ajst-15455	55	8	saved	save	VERB
ajst-15455	55	9	in	in	ADP
ajst-15455	55	10	file	file	NOUN
ajst-15455	55	11	storage	storage	NOUN
ajst-15455	55	12	for	for	ADP
ajst-15455	55	13	traceability	traceability	NOUN
ajst-15455	55	14	.	.	PUNCT
ajst-15455	56	1	(	(	PUNCT
ajst-15455	56	2	2	2	NUM
ajst-15455	56	3	)	)	PUNCT
ajst-15455	56	4	policy	policy	NOUN
ajst-15455	56	5	q&a	q&a	PROPN
ajst-15455	56	6	scenario	scenario	NOUN
ajst-15455	56	7	in	in	ADP
ajst-15455	56	8	this	this	DET
ajst-15455	56	9	scenario	scenario	NOUN
ajst-15455	56	10	,	,	PUNCT
ajst-15455	56	11	vector	vector	NOUN
ajst-15455	56	12	libraries	library	NOUN
ajst-15455	56	13	are	be	AUX
ajst-15455	56	14	mainly	mainly	ADV
ajst-15455	56	15	used	use	VERB
ajst-15455	56	16	.	.	PUNCT
ajst-15455	57	1	similar	similar	ADJ
ajst-15455	57	2	to	to	ADP
ajst-15455	57	3	the	the	DET
ajst-15455	57	4	first	first	ADJ
ajst-15455	57	5	scenario	scenario	NOUN
ajst-15455	57	6	,	,	PUNCT
ajst-15455	57	7	the	the	DET
ajst-15455	57	8	text	text	NOUN
ajst-15455	57	9	content	content	NOUN
ajst-15455	57	10	needs	need	VERB
ajst-15455	57	11	to	to	PART
ajst-15455	57	12	be	be	AUX
ajst-15455	57	13	extracted	extract	VERB
ajst-15455	57	14	first	first	ADV
ajst-15455	57	15	.	.	PUNCT
ajst-15455	58	1	as	as	ADP
ajst-15455	58	2	for	for	ADP
ajst-15455	58	3	policy	policy	NOUN
ajst-15455	58	4	files	file	NOUN
ajst-15455	58	5	,	,	PUNCT
ajst-15455	58	6	it	it	PRON
ajst-15455	58	7	needs	need	VERB
ajst-15455	58	8	to	to	PART
ajst-15455	58	9	be	be	AUX
ajst-15455	58	10	sliced	slice	VERB
ajst-15455	58	11	and	and	CCONJ
ajst-15455	58	12	segmented	segment	VERB
ajst-15455	58	13	before	before	ADP
ajst-15455	58	14	being	be	AUX
ajst-15455	58	15	stored	store	VERB
ajst-15455	58	16	in	in	ADP
ajst-15455	58	17	the	the	DET
ajst-15455	58	18	vector	vector	NOUN
ajst-15455	58	19	library	library	NOUN
ajst-15455	58	20	.	.	PUNCT
ajst-15455	59	1	regarding	regard	VERB
ajst-15455	59	2	policy	policy	NOUN
ajst-15455	59	3	interpretations	interpretation	NOUN
ajst-15455	59	4	,	,	PUNCT
ajst-15455	59	5	questions	question	NOUN
ajst-15455	59	6	and	and	CCONJ
ajst-15455	59	7	answers	answer	NOUN
ajst-15455	59	8	are	be	AUX
ajst-15455	59	9	extracted	extract	VERB
ajst-15455	59	10	and	and	CCONJ
ajst-15455	59	11	compiled	compile	VERB
ajst-15455	59	12	into	into	ADP
ajst-15455	59	13	q&a	q&a	PROPN
ajst-15455	59	14	pairs	pair	NOUN
ajst-15455	59	15	,	,	PUNCT
ajst-15455	59	16	indexed	index	VERB
ajst-15455	59	17	by	by	ADP
ajst-15455	59	18	question	question	NOUN
ajst-15455	59	19	and	and	CCONJ
ajst-15455	59	20	stored	store	VERB
ajst-15455	59	21	in	in	ADP
ajst-15455	59	22	58	58	NUM
ajst-15455	59	23	the	the	DET
ajst-15455	59	24	vector	vector	NOUN
ajst-15455	59	25	library	library	NOUN
ajst-15455	59	26	.	.	PUNCT
ajst-15455	60	1	to	to	PART
ajst-15455	60	2	better	well	ADV
ajst-15455	60	3	address	address	VERB
ajst-15455	60	4	policy	policy	NOUN
ajst-15455	60	5	issues	issue	NOUN
ajst-15455	60	6	,	,	PUNCT
ajst-15455	60	7	we	we	PRON
ajst-15455	60	8	use	use	VERB
ajst-15455	60	9	the	the	DET
ajst-15455	60	10	summarization	summarization	NOUN
ajst-15455	60	11	ability	ability	NOUN
ajst-15455	60	12	of	of	ADP
ajst-15455	60	13	foundation	foundation	NOUN
ajst-15455	60	14	language	language	NOUN
ajst-15455	60	15	models	model	NOUN
ajst-15455	60	16	to	to	PART
ajst-15455	60	17	condense	condense	VERB
ajst-15455	60	18	the	the	DET
ajst-15455	60	19	policy	policy	NOUN
ajst-15455	60	20	documents	document	NOUN
ajst-15455	60	21	before	before	SCONJ
ajst-15455	60	22	they	they	PRON
ajst-15455	60	23	are	be	AUX
ajst-15455	60	24	stored	store	VERB
ajst-15455	60	25	,	,	PUNCT
ajst-15455	60	26	and	and	CCONJ
ajst-15455	60	27	the	the	DET
ajst-15455	60	28	outcomes	outcome	NOUN
ajst-15455	60	29	are	be	AUX
ajst-15455	60	30	similarly	similarly	ADV
ajst-15455	60	31	archived	archive	VERB
ajst-15455	60	32	in	in	ADP
ajst-15455	60	33	the	the	DET
ajst-15455	60	34	vector	vector	NOUN
ajst-15455	60	35	database	database	NOUN
ajst-15455	60	36	.	.	PUNCT
ajst-15455	61	1	(	(	PUNCT
ajst-15455	61	2	3	3	X
ajst-15455	61	3	)	)	PUNCT
ajst-15455	61	4	providing	provide	VERB
ajst-15455	61	5	language	language	NOUN
ajst-15455	61	6	data	datum	NOUN
ajst-15455	61	7	for	for	ADP
ajst-15455	61	8	model	model	NOUN
ajst-15455	61	9	training	train	VERB
ajst-15455	61	10	the	the	DET
ajst-15455	61	11	training	training	NOUN
ajst-15455	61	12	data	datum	NOUN
ajst-15455	61	13	for	for	ADP
ajst-15455	61	14	large	large	ADJ
ajst-15455	61	15	models	model	NOUN
ajst-15455	61	16	are	be	AUX
ajst-15455	61	17	generally	generally	ADV
ajst-15455	61	18	in	in	ADP
ajst-15455	61	19	json	json	NOUN
ajst-15455	61	20	format	format	NOUN
ajst-15455	61	21	,	,	PUNCT
ajst-15455	61	22	such	such	ADJ
ajst-15455	61	23	as	as	ADP
ajst-15455	61	24	:	:	PUNCT
ajst-15455	61	25	{	{	PUNCT
ajst-15455	61	26	"	"	PUNCT
ajst-15455	61	27	instruction	instruction	NOUN
ajst-15455	61	28	”	"	PUNCT
ajst-15455	61	29	:	:	PUNCT
ajst-15455	61	30	"	"	PUNCT
ajst-15455	61	31	rewrite	rewrite	VERB
ajst-15455	61	32	the	the	DET
ajst-15455	61	33	sentence	sentence	NOUN
ajst-15455	61	34	based	base	VERB
ajst-15455	61	35	on	on	ADP
ajst-15455	61	36	today	today	NOUN
ajst-15455	61	37	’s	’s	PART
ajst-15455	61	38	date	date	NOUN
ajst-15455	61	39	"	"	PUNCT
ajst-15455	61	40	,	,	PUNCT
ajst-15455	61	41	"	"	PUNCT
ajst-15455	61	42	input	input	NOUN
ajst-15455	61	43	”	"	PUNCT
ajst-15455	61	44	:	:	PUNCT
ajst-15455	61	45	"	"	PUNCT
ajst-15455	61	46	i	i	PRON
ajst-15455	61	47	want	want	VERB
ajst-15455	61	48	to	to	PART
ajst-15455	61	49	see	see	VERB
ajst-15455	61	50	the	the	DET
ajst-15455	61	51	trend	trend	NOUN
ajst-15455	61	52	of	of	ADP
ajst-15455	61	53	china	china	PROPN
ajst-15455	61	54	’s	’s	PART
ajst-15455	61	55	gdp	gdp	NOUN
ajst-15455	61	56	over	over	ADP
ajst-15455	61	57	the	the	DET
ajst-15455	61	58	past	past	ADJ
ajst-15455	61	59	decade	decade	NOUN
ajst-15455	61	60	"	"	PUNCT
ajst-15455	61	61	,	,	PUNCT
ajst-15455	61	62	"	"	PUNCT
ajst-15455	61	63	output	output	NOUN
ajst-15455	61	64	”	"	PUNCT
ajst-15455	61	65	:	:	PUNCT
ajst-15455	61	66	"	"	PUNCT
ajst-15455	61	67	i	i	PRON
ajst-15455	61	68	want	want	VERB
ajst-15455	61	69	to	to	PART
ajst-15455	61	70	see	see	VERB
ajst-15455	61	71	the	the	DET
ajst-15455	61	72	trend	trend	NOUN
ajst-15455	61	73	of	of	ADP
ajst-15455	61	74	china	china	PROPN
ajst-15455	61	75	’s	’s	PART
ajst-15455	61	76	gdp	gdp	NOUN
ajst-15455	61	77	from	from	ADP
ajst-15455	61	78	may	may	PROPN
ajst-15455	61	79	"	"	PUNCT
ajst-15455	61	80	}	}	PUNCT
ajst-15455	61	81	it	it	PRON
ajst-15455	61	82	is	be	AUX
ajst-15455	61	83	divided	divide	VERB
ajst-15455	61	84	into	into	ADP
ajst-15455	61	85	three	three	NUM
ajst-15455	61	86	parts:(1	parts:(1	PROPN
ajst-15455	61	87	)	)	PUNCT
ajst-15455	61	88	task	task	NOUN
ajst-15455	61	89	prompt	prompt	ADJ
ajst-15455	61	90	phrases	phrase	NOUN
ajst-15455	61	91	(	(	PUNCT
ajst-15455	61	92	instruction	instruction	NOUN
ajst-15455	61	93	section	section	NOUN
ajst-15455	61	94	)	)	PUNCT
ajst-15455	61	95	,	,	PUNCT
ajst-15455	61	96	which	which	PRON
ajst-15455	61	97	refers	refer	VERB
ajst-15455	61	98	to	to	ADP
ajst-15455	61	99	what	what	DET
ajst-15455	61	100	type	type	NOUN
ajst-15455	61	101	of	of	ADP
ajst-15455	61	102	task	task	NOUN
ajst-15455	61	103	is	be	AUX
ajst-15455	61	104	to	to	PART
ajst-15455	61	105	be	be	AUX
ajst-15455	61	106	performed	perform	VERB
ajst-15455	61	107	and	and	CCONJ
ajst-15455	61	108	will	will	AUX
ajst-15455	61	109	be	be	AUX
ajst-15455	61	110	trained	train	VERB
ajst-15455	61	111	separately	separately	ADV
ajst-15455	61	112	for	for	ADP
ajst-15455	61	113	these	these	DET
ajst-15455	61	114	tasks	task	NOUN
ajst-15455	61	115	later;(2	later;(2	PROPN
ajst-15455	61	116	)	)	PUNCT
ajst-15455	61	117	the	the	DET
ajst-15455	61	118	input	input	NOUN
ajst-15455	61	119	section	section	NOUN
ajst-15455	61	120	,	,	PUNCT
ajst-15455	61	121	which	which	PRON
ajst-15455	61	122	is	be	AUX
ajst-15455	61	123	the	the	DET
ajst-15455	61	124	question	question	NOUN
ajst-15455	61	125	asked	ask	VERB
ajst-15455	61	126	;	;	PUNCT
ajst-15455	61	127	and	and	CCONJ
ajst-15455	61	128	(	(	PUNCT
ajst-15455	61	129	3	3	X
ajst-15455	61	130	)	)	PUNCT
ajst-15455	61	131	the	the	DET
ajst-15455	61	132	output	output	NOUN
ajst-15455	61	133	section	section	NOUN
ajst-15455	61	134	,	,	PUNCT
ajst-15455	61	135	which	which	PRON
ajst-15455	61	136	is	be	AUX
ajst-15455	61	137	the	the	DET
ajst-15455	61	138	expected	expect	VERB
ajst-15455	61	139	result	result	NOUN
ajst-15455	61	140	.	.	PUNCT
ajst-15455	62	1	3.3	3.3	NUM
ajst-15455	62	2	.	.	PUNCT
ajst-15455	63	1	calling	call	VERB
ajst-15455	63	2	the	the	DET
ajst-15455	63	3	knowledge	knowledge	NOUN
ajst-15455	63	4	base	base	NOUN
ajst-15455	63	5	with	with	ADP
ajst-15455	63	6	a	a	DET
ajst-15455	63	7	foundation	foundation	NOUN
ajst-15455	63	8	model	model	NOUN
ajst-15455	63	9	figure	figure	NOUN
ajst-15455	63	10	2	2	NUM
ajst-15455	63	11	.	.	PUNCT
ajst-15455	64	1	after	after	ADP
ajst-15455	64	2	constructing	construct	VERB
ajst-15455	64	3	the	the	DET
ajst-15455	64	4	vector	vector	NOUN
ajst-15455	64	5	database	database	NOUN
ajst-15455	64	6	,	,	PUNCT
ajst-15455	64	7	the	the	DET
ajst-15455	64	8	following	follow	VERB
ajst-15455	64	9	process	process	NOUN
ajst-15455	64	10	is	be	AUX
ajst-15455	64	11	used	use	VERB
ajst-15455	64	12	to	to	PART
ajst-15455	64	13	call	call	VERB
ajst-15455	64	14	the	the	DET
ajst-15455	64	15	local	local	ADJ
ajst-15455	64	16	vector	vector	NOUN
ajst-15455	64	17	database	database	NOUN
ajst-15455	64	18	using	use	VERB
ajst-15455	64	19	a	a	DET
ajst-15455	64	20	foundation	foundation	NOUN
ajst-15455	64	21	model	model	NOUN
ajst-15455	64	22	:	:	PUNCT
ajst-15455	64	23	(	(	PUNCT
ajst-15455	64	24	1	1	X
ajst-15455	64	25	)	)	PUNCT
ajst-15455	64	26	dialogue	dialogue	NOUN
ajst-15455	64	27	input	input	NOUN
ajst-15455	64	28	(	(	PUNCT
ajst-15455	64	29	2	2	X
ajst-15455	64	30	)	)	PUNCT
ajst-15455	64	31	directly	directly	ADV
ajst-15455	64	32	query	query	VERB
ajst-15455	64	33	the	the	DET
ajst-15455	64	34	vector	vector	NOUN
ajst-15455	64	35	library	library	NOUN
ajst-15455	64	36	,	,	PUNCT
ajst-15455	64	37	returning	return	VERB
ajst-15455	64	38	content	content	NOUN
ajst-15455	64	39	(	(	PUNCT
ajst-15455	64	40	3	3	X
ajst-15455	64	41	)	)	PUNCT
ajst-15455	64	42	construct	construct	VERB
ajst-15455	64	43	question	question	NOUN
ajst-15455	64	44	prompts	prompt	NOUN
ajst-15455	64	45	(	(	PUNCT
ajst-15455	64	46	4	4	X
ajst-15455	64	47	)	)	PUNCT
ajst-15455	64	48	call	call	VERB
ajst-15455	64	49	the	the	DET
ajst-15455	64	50	model	model	NOUN
ajst-15455	64	51	again	again	ADV
ajst-15455	64	52	and	and	CCONJ
ajst-15455	64	53	return	return	VERB
ajst-15455	64	54	the	the	DET
ajst-15455	64	55	result	result	NOUN
ajst-15455	64	56	based	base	VERB
ajst-15455	64	57	on	on	ADP
ajst-15455	64	58	the	the	DET
ajst-15455	64	59	known	know	VERB
ajst-15455	64	60	information	information	NOUN
ajst-15455	64	61	below	below	ADV
ajst-15455	64	62	,	,	PUNCT
ajst-15455	64	63	provide	provide	VERB
ajst-15455	64	64	professional	professional	ADJ
ajst-15455	64	65	and	and	CCONJ
ajst-15455	64	66	concise	concise	ADJ
ajst-15455	64	67	answers	answer	NOUN
ajst-15455	64	68	to	to	ADP
ajst-15455	64	69	user	user	NOUN
ajst-15455	64	70	questions	question	NOUN
ajst-15455	64	71	.	.	PUNCT
ajst-15455	65	1	if	if	SCONJ
ajst-15455	65	2	the	the	DET
ajst-15455	65	3	answer	answer	NOUN
ajst-15455	65	4	can	can	AUX
ajst-15455	65	5	not	not	PART
ajst-15455	65	6	be	be	AUX
ajst-15455	65	7	obtained	obtain	VERB
ajst-15455	65	8	from	from	ADP
ajst-15455	65	9	the	the	DET
ajst-15455	65	10	provided	provide	VERB
ajst-15455	65	11	content	content	NOUN
ajst-15455	65	12	,	,	PUNCT
ajst-15455	65	13	respond	respond	VERB
ajst-15455	65	14	with	with	ADP
ajst-15455	65	15	,	,	PUNCT
ajst-15455	65	16	"	"	PUNCT
ajst-15455	65	17	the	the	DET
ajst-15455	65	18	content	content	NOUN
ajst-15455	65	19	provided	provide	VERB
ajst-15455	65	20	in	in	ADP
ajst-15455	65	21	the	the	DET
ajst-15455	65	22	knowledge	knowledge	NOUN
ajst-15455	65	23	base	base	NOUN
ajst-15455	65	24	is	be	AUX
ajst-15455	65	25	insufficient	insufficient	ADJ
ajst-15455	65	26	to	to	PART
ajst-15455	65	27	answer	answer	VERB
ajst-15455	65	28	this	this	DET
ajst-15455	65	29	question	question	NOUN
ajst-15455	65	30	.	.	PUNCT
ajst-15455	65	31	"	"	PUNCT
ajst-15455	66	1	fabrication	fabrication	NOUN
ajst-15455	66	2	is	be	AUX
ajst-15455	66	3	strictly	strictly	ADV
ajst-15455	66	4	prohibited	prohibit	VERB
ajst-15455	66	5	.	.	PUNCT
ajst-15455	67	1	4	4	X
ajst-15455	67	2	.	.	NOUN
ajst-15455	67	3	significance	significance	NOUN
ajst-15455	67	4	and	and	CCONJ
ajst-15455	67	5	value	value	NOUN
ajst-15455	67	6	of	of	ADP
ajst-15455	67	7	this	this	DET
ajst-15455	67	8	project	project	NOUN
ajst-15455	67	9	this	this	DET
ajst-15455	67	10	article	article	NOUN
ajst-15455	67	11	describes	describe	VERB
ajst-15455	67	12	a	a	DET
ajst-15455	67	13	foundation	foundation	NOUN
ajst-15455	67	14	model	model	NOUN
ajst-15455	67	15	application	application	NOUN
ajst-15455	67	16	mode	mode	NOUN
ajst-15455	67	17	building	build	VERB
ajst-15455	67	18	a	a	DET
ajst-15455	67	19	knowledge	knowledge	NOUN
ajst-15455	67	20	base	base	NOUN
ajst-15455	67	21	through	through	ADP
ajst-15455	67	22	a	a	DET
ajst-15455	67	23	local	local	ADJ
ajst-15455	67	24	vector	vector	NOUN
ajst-15455	67	25	database	database	NOUN
ajst-15455	67	26	and	and	CCONJ
ajst-15455	67	27	calling	call	VERB
ajst-15455	67	28	a	a	DET
ajst-15455	67	29	foundation	foundation	NOUN
ajst-15455	67	30	model	model	NOUN
ajst-15455	67	31	through	through	ADP
ajst-15455	67	32	it	it	PRON
ajst-15455	67	33	to	to	PART
ajst-15455	67	34	implement	implement	VERB
ajst-15455	67	35	an	an	DET
ajst-15455	67	36	intelligent	intelligent	ADJ
ajst-15455	67	37	customer	customer	NOUN
ajst-15455	67	38	service	service	NOUN
ajst-15455	67	39	knowledge	knowledge	NOUN
ajst-15455	67	40	base	base	NOUN
ajst-15455	67	41	,	,	PUNCT
ajst-15455	67	42	which	which	PRON
ajst-15455	67	43	has	have	VERB
ajst-15455	67	44	certain	certain	ADJ
ajst-15455	67	45	significance	significance	NOUN
ajst-15455	67	46	for	for	ADP
ajst-15455	67	47	exploring	explore	VERB
ajst-15455	67	48	the	the	DET
ajst-15455	67	49	industry	industry	NOUN
ajst-15455	67	50	applications	application	NOUN
ajst-15455	67	51	of	of	ADP
ajst-15455	67	52	foundation	foundation	NOUN
ajst-15455	67	53	models	model	NOUN
ajst-15455	67	54	.	.	PUNCT
ajst-15455	68	1	this	this	DET
ajst-15455	68	2	implementation	implementation	NOUN
ajst-15455	68	3	mode	mode	NOUN
ajst-15455	68	4	can	can	AUX
ajst-15455	68	5	not	not	PART
ajst-15455	68	6	only	only	ADV
ajst-15455	68	7	reduce	reduce	VERB
ajst-15455	68	8	the	the	DET
ajst-15455	68	9	technical	technical	ADJ
ajst-15455	68	10	difficulty	difficulty	NOUN
ajst-15455	68	11	and	and	CCONJ
ajst-15455	68	12	high	high	ADJ
ajst-15455	68	13	cost	cost	NOUN
ajst-15455	68	14	brought	bring	VERB
ajst-15455	68	15	by	by	ADP
ajst-15455	68	16	local	local	ADJ
ajst-15455	68	17	deployment	deployment	NOUN
ajst-15455	68	18	of	of	ADP
ajst-15455	68	19	foundation	foundation	NOUN
ajst-15455	68	20	models	model	NOUN
ajst-15455	68	21	but	but	CCONJ
ajst-15455	68	22	also	also	ADV
ajst-15455	68	23	provide	provide	VERB
ajst-15455	68	24	efficiency	efficiency	NOUN
ajst-15455	68	25	for	for	ADP
ajst-15455	68	26	data	datum	NOUN
ajst-15455	68	27	schemes	scheme	NOUN
ajst-15455	68	28	,	,	PUNCT
ajst-15455	68	29	protect	protect	VERB
ajst-15455	68	30	data	data	NOUN
ajst-15455	68	31	privacy	privacy	NOUN
ajst-15455	68	32	and	and	CCONJ
ajst-15455	68	33	security	security	NOUN
ajst-15455	68	34	,	,	PUNCT
ajst-15455	68	35	and	and	CCONJ
ajst-15455	68	36	avoid	avoid	VERB
ajst-15455	68	37	complex	complex	ADJ
ajst-15455	68	38	foundation	foundation	NOUN
ajst-15455	68	39	model	model	NOUN
ajst-15455	68	40	training	training	NOUN
ajst-15455	68	41	processes	process	NOUN
ajst-15455	68	42	.	.	PUNCT
ajst-15455	69	1	specifically	specifically	ADV
ajst-15455	69	2	,	,	PUNCT
ajst-15455	69	3	it	it	PRON
ajst-15455	69	4	has	have	VERB
ajst-15455	69	5	the	the	DET
ajst-15455	69	6	following	follow	VERB
ajst-15455	69	7	significance	significance	NOUN
ajst-15455	69	8	:	:	PUNCT
ajst-15455	69	9	reducing	reduce	VERB
ajst-15455	69	10	the	the	DET
ajst-15455	69	11	cost	cost	NOUN
ajst-15455	69	12	of	of	ADP
ajst-15455	69	13	foundation	foundation	NOUN
ajst-15455	69	14	model	model	NOUN
ajst-15455	69	15	deployment	deployment	NOUN
ajst-15455	69	16	and	and	CCONJ
ajst-15455	69	17	training	training	NOUN
ajst-15455	69	18	:	:	PUNCT
ajst-15455	69	19	using	use	VERB
ajst-15455	69	20	a	a	DET
ajst-15455	69	21	local	local	ADJ
ajst-15455	69	22	vector	vector	NOUN
ajst-15455	69	23	library	library	NOUN
ajst-15455	69	24	to	to	PART
ajst-15455	69	25	call	call	VERB
ajst-15455	69	26	a	a	DET
ajst-15455	69	27	foundation	foundation	NOUN
ajst-15455	69	28	model	model	NOUN
ajst-15455	69	29	can	can	AUX
ajst-15455	69	30	avoid	avoid	VERB
ajst-15455	69	31	local	local	ADJ
ajst-15455	69	32	deployment	deployment	NOUN
ajst-15455	69	33	and	and	CCONJ
ajst-15455	69	34	minimize	minimize	VERB
ajst-15455	69	35	the	the	DET
ajst-15455	69	36	need	need	NOUN
ajst-15455	69	37	for	for	ADP
ajst-15455	69	38	training	training	NOUN
ajst-15455	69	39	,	,	PUNCT
ajst-15455	69	40	which	which	PRON
ajst-15455	69	41	can	can	AUX
ajst-15455	69	42	effectively	effectively	ADV
ajst-15455	69	43	reduce	reduce	VERB
ajst-15455	69	44	the	the	DET
ajst-15455	69	45	system	system	NOUN
ajst-15455	69	46	construction	construction	NOUN
ajst-15455	69	47	cost	cost	NOUN
ajst-15455	69	48	and	and	CCONJ
ajst-15455	69	49	technical	technical	ADJ
ajst-15455	69	50	difficulty	difficulty	NOUN
ajst-15455	69	51	.	.	PUNCT
ajst-15455	70	1	protecting	protect	VERB
ajst-15455	70	2	data	datum	NOUN
ajst-15455	70	3	privacy	privacy	NOUN
ajst-15455	70	4	and	and	CCONJ
ajst-15455	70	5	security	security	NOUN
ajst-15455	70	6	:	:	PUNCT
ajst-15455	70	7	constructing	construct	VERB
ajst-15455	70	8	a	a	DET
ajst-15455	70	9	knowledge	knowledge	NOUN
ajst-15455	70	10	base	base	NOUN
ajst-15455	70	11	through	through	ADP
ajst-15455	70	12	a	a	DET
ajst-15455	70	13	local	local	ADJ
ajst-15455	70	14	vector	vector	NOUN
ajst-15455	70	15	library	library	NOUN
ajst-15455	70	16	can	can	AUX
ajst-15455	70	17	ensure	ensure	VERB
ajst-15455	70	18	that	that	SCONJ
ajst-15455	70	19	the	the	DET
ajst-15455	70	20	related	related	ADJ
ajst-15455	70	21	knowledge	knowledge	NOUN
ajst-15455	70	22	does	do	AUX
ajst-15455	70	23	not	not	PART
ajst-15455	70	24	become	become	VERB
ajst-15455	70	25	the	the	DET
ajst-15455	70	26	general	general	ADJ
ajst-15455	70	27	capability	capability	NOUN
ajst-15455	70	28	of	of	ADP
ajst-15455	70	29	the	the	DET
ajst-15455	70	30	foundation	foundation	NOUN
ajst-15455	70	31	model	model	NOUN
ajst-15455	70	32	,	,	PUNCT
ajst-15455	70	33	which	which	PRON
ajst-15455	70	34	can	can	AUX
ajst-15455	70	35	guarantee	guarantee	VERB
ajst-15455	70	36	data	datum	NOUN
ajst-15455	70	37	security	security	NOUN
ajst-15455	70	38	and	and	CCONJ
ajst-15455	70	39	better	well	ADJ
ajst-15455	70	40	protect	protect	VERB
ajst-15455	70	41	data	datum	NOUN
ajst-15455	70	42	privacy	privacy	NOUN
ajst-15455	70	43	.	.	PUNCT
ajst-15455	71	1	improving	improve	VERB
ajst-15455	71	2	data	datum	NOUN
ajst-15455	71	3	access	access	NOUN
ajst-15455	71	4	speed	speed	NOUN
ajst-15455	71	5	:	:	PUNCT
ajst-15455	71	6	storing	store	VERB
ajst-15455	71	7	data	datum	NOUN
ajst-15455	71	8	on	on	ADP
ajst-15455	71	9	local	local	ADJ
ajst-15455	71	10	devices	device	NOUN
ajst-15455	71	11	,	,	PUNCT
ajst-15455	71	12	avoiding	avoid	VERB
ajst-15455	71	13	network	network	NOUN
ajst-15455	71	14	latency	latency	NOUN
ajst-15455	71	15	and	and	CCONJ
ajst-15455	71	16	improving	improve	VERB
ajst-15455	71	17	data	datum	NOUN
ajst-15455	71	18	access	access	NOUN
ajst-15455	71	19	speed	speed	NOUN
ajst-15455	71	20	while	while	SCONJ
ajst-15455	71	21	reducing	reduce	VERB
ajst-15455	71	22	data	data	NOUN
ajst-15455	71	23	transmission	transmission	NOUN
ajst-15455	71	24	costs	cost	NOUN
ajst-15455	71	25	.	.	PUNCT
ajst-15455	72	1	supporting	support	VERB
ajst-15455	72	2	offline	offline	ADJ
ajst-15455	72	3	calculation	calculation	NOUN
ajst-15455	72	4	:	:	PUNCT
ajst-15455	72	5	for	for	ADP
ajst-15455	72	6	scenarios	scenario	NOUN
ajst-15455	72	7	requiring	require	VERB
ajst-15455	72	8	offline	offline	ADJ
ajst-15455	72	9	calculation	calculation	NOUN
ajst-15455	72	10	,	,	PUNCT
ajst-15455	72	11	storing	store	VERB
ajst-15455	72	12	data	datum	NOUN
ajst-15455	72	13	in	in	ADP
ajst-15455	72	14	a	a	DET
ajst-15455	72	15	local	local	ADJ
ajst-15455	72	16	vector	vector	NOUN
ajst-15455	72	17	library	library	NOUN
ajst-15455	72	18	makes	make	VERB
ajst-15455	72	19	it	it	PRON
ajst-15455	72	20	convenient	convenient	ADJ
ajst-15455	72	21	for	for	ADP
ajst-15455	72	22	offline	offline	ADJ
ajst-15455	72	23	calculation	calculation	NOUN
ajst-15455	72	24	.	.	PUNCT
ajst-15455	73	1	using	use	VERB
ajst-15455	73	2	a	a	DET
ajst-15455	73	3	local	local	ADJ
ajst-15455	73	4	vector	vector	NOUN
ajst-15455	73	5	library	library	NOUN
ajst-15455	73	6	is	be	AUX
ajst-15455	73	7	currently	currently	ADV
ajst-15455	73	8	a	a	DET
ajst-15455	73	9	recommended	recommend	VERB
ajst-15455	73	10	industry	industry	NOUN
ajst-15455	73	11	implementation	implementation	NOUN
ajst-15455	73	12	mode	mode	NOUN
ajst-15455	73	13	by	by	ADP
ajst-15455	73	14	multiple	multiple	ADJ
ajst-15455	73	15	foundation	foundation	NOUN
ajst-15455	73	16	model	model	NOUN
ajst-15455	73	17	manufacturers	manufacturer	NOUN
ajst-15455	73	18	.	.	PUNCT
ajst-15455	74	1	through	through	ADP
ajst-15455	74	2	this	this	DET
ajst-15455	74	3	project	project	NOUN
ajst-15455	74	4	,	,	PUNCT
ajst-15455	74	5	we	we	PRON
ajst-15455	74	6	have	have	AUX
ajst-15455	74	7	built	build	VERB
ajst-15455	74	8	an	an	DET
ajst-15455	74	9	intelligent	intelligent	ADJ
ajst-15455	74	10	customer	customer	NOUN
ajst-15455	74	11	service	service	NOUN
ajst-15455	74	12	system	system	NOUN
ajst-15455	74	13	that	that	PRON
ajst-15455	74	14	utilizes	utilize	VERB
ajst-15455	74	15	a	a	DET
ajst-15455	74	16	foundation	foundation	NOUN
ajst-15455	74	17	model	model	NOUN
ajst-15455	74	18	to	to	PART
ajst-15455	74	19	call	call	VERB
ajst-15455	74	20	a	a	DET
ajst-15455	74	21	local	local	ADJ
ajst-15455	74	22	knowledge	knowledge	NOUN
ajst-15455	74	23	base	base	NOUN
ajst-15455	74	24	on	on	ADP
ajst-15455	74	25	medical	medical	ADJ
ajst-15455	74	26	insurance	insurance	NOUN
ajst-15455	74	27	,	,	PUNCT
ajst-15455	74	28	achieving	achieve	VERB
ajst-15455	74	29	good	good	ADJ
ajst-15455	74	30	application	application	NOUN
ajst-15455	74	31	results	result	NOUN
ajst-15455	74	32	.	.	PUNCT
ajst-15455	75	1	this	this	PRON
ajst-15455	75	2	has	have	VERB
ajst-15455	75	3	certain	certain	ADJ
ajst-15455	75	4	reference	reference	NOUN
ajst-15455	75	5	value	value	NOUN
ajst-15455	75	6	for	for	ADP
ajst-15455	75	7	the	the	DET
ajst-15455	75	8	industry	industry	NOUN
ajst-15455	75	9	applications	application	NOUN
ajst-15455	75	10	of	of	ADP
ajst-15455	75	11	foundation	foundation	NOUN
ajst-15455	75	12	models	model	NOUN
ajst-15455	75	13	in	in	ADP
ajst-15455	75	14	vertical	vertical	ADJ
ajst-15455	75	15	fields	field	NOUN
ajst-15455	75	16	.	.	PUNCT
ajst-15455	76	1	5	5	X
ajst-15455	76	2	.	.	X
ajst-15455	76	3	summary	summary	NOUN
ajst-15455	76	4	this	this	DET
ajst-15455	76	5	article	article	NOUN
ajst-15455	76	6	describes	describe	VERB
ajst-15455	76	7	the	the	DET
ajst-15455	76	8	construction	construction	NOUN
ajst-15455	76	9	method	method	NOUN
ajst-15455	76	10	of	of	ADP
ajst-15455	76	11	foundation	foundation	NOUN
ajst-15455	76	12	model	model	NOUN
ajst-15455	76	13	applications	application	NOUN
ajst-15455	76	14	based	base	VERB
ajst-15455	76	15	on	on	ADP
ajst-15455	76	16	local	local	ADJ
ajst-15455	76	17	vector	vector	NOUN
ajst-15455	76	18	databases	database	NOUN
ajst-15455	76	19	,	,	PUNCT
ajst-15455	76	20	which	which	PRON
ajst-15455	76	21	represents	represent	VERB
ajst-15455	76	22	a	a	DET
ajst-15455	76	23	practical	practical	ADJ
ajst-15455	76	24	exploration	exploration	NOUN
ajst-15455	76	25	of	of	ADP
ajst-15455	76	26	the	the	DET
ajst-15455	76	27	practical	practical	ADJ
ajst-15455	76	28	application	application	NOUN
ajst-15455	76	29	of	of	ADP
ajst-15455	76	30	foundation	foundation	NOUN
ajst-15455	76	31	models	model	NOUN
ajst-15455	76	32	in	in	ADP
ajst-15455	76	33	the	the	DET
ajst-15455	76	34	industry	industry	NOUN
ajst-15455	76	35	.	.	PUNCT
ajst-15455	77	1	vector	vector	NOUN
ajst-15455	77	2	databases	database	NOUN
ajst-15455	77	3	support	support	VERB
ajst-15455	77	4	vector	vector	NOUN
ajst-15455	77	5	storage	storage	NOUN
ajst-15455	77	6	,	,	PUNCT
ajst-15455	77	7	fast	fast	ADJ
ajst-15455	77	8	searching	searching	NOUN
ajst-15455	77	9	,	,	PUNCT
ajst-15455	77	10	indexing	indexing	NOUN
ajst-15455	77	11	,	,	PUNCT
ajst-15455	77	12	sorting	sorting	NOUN
ajst-15455	77	13	,	,	PUNCT
ajst-15455	77	14	and	and	CCONJ
ajst-15455	77	15	similarity	similarity	NOUN
ajst-15455	77	16	calculations	calculation	NOUN
ajst-15455	77	17	.	.	PUNCT
ajst-15455	78	1	given	give	VERB
ajst-15455	78	2	that	that	SCONJ
ajst-15455	78	3	the	the	DET
ajst-15455	78	4	training	training	NOUN
ajst-15455	78	5	and	and	CCONJ
ajst-15455	78	6	inference	inference	NOUN
ajst-15455	78	7	processes	process	NOUN
ajst-15455	78	8	of	of	ADP
ajst-15455	78	9	foundation	foundation	NOUN
ajst-15455	78	10	models	model	NOUN
ajst-15455	78	11	entail	entail	VERB
ajst-15455	78	12	numerous	numerous	ADJ
ajst-15455	78	13	vector	vector	NOUN
ajst-15455	78	14	computations	computation	NOUN
ajst-15455	78	15	,	,	PUNCT
ajst-15455	78	16	vector	vector	NOUN
ajst-15455	78	17	databases	database	NOUN
ajst-15455	78	18	provide	provide	VERB
ajst-15455	78	19	outstanding	outstanding	ADJ
ajst-15455	78	20	support	support	NOUN
ajst-15455	78	21	for	for	ADP
ajst-15455	78	22	application	application	NOUN
ajst-15455	78	23	systems	system	NOUN
ajst-15455	78	24	based	base	VERB
ajst-15455	78	25	on	on	ADP
ajst-15455	78	26	foundation	foundation	NOUN
ajst-15455	78	27	models	model	NOUN
ajst-15455	78	28	.	.	PUNCT
ajst-15455	79	1	by	by	ADP
ajst-15455	79	2	assembling	assemble	VERB
ajst-15455	79	3	the	the	DET
ajst-15455	79	4	outstanding	outstanding	ADJ
ajst-15455	79	5	capabilities	capability	NOUN
ajst-15455	79	6	of	of	ADP
ajst-15455	79	7	foundation	foundation	NOUN
ajst-15455	79	8	models	model	NOUN
ajst-15455	79	9	in	in	ADP
ajst-15455	79	10	natural	natural	ADJ
ajst-15455	79	11	language	language	NOUN
ajst-15455	79	12	processing	processing	NOUN
ajst-15455	79	13	and	and	CCONJ
ajst-15455	79	14	knowledge	knowledge	NOUN
ajst-15455	79	15	bases	basis	NOUN
ajst-15455	79	16	with	with	ADP
ajst-15455	79	17	local	local	ADJ
ajst-15455	79	18	vector	vector	NOUN
ajst-15455	79	19	databases	database	NOUN
ajst-15455	79	20	,	,	PUNCT
ajst-15455	79	21	industrial	industrial	ADJ
ajst-15455	79	22	applications	application	NOUN
ajst-15455	79	23	based	base	VERB
ajst-15455	79	24	on	on	ADP
ajst-15455	79	25	foundation	foundation	NOUN
ajst-15455	79	26	models	model	NOUN
ajst-15455	79	27	can	can	AUX
ajst-15455	79	28	effectively	effectively	ADV
ajst-15455	79	29	address	address	VERB
ajst-15455	79	30	problems	problem	NOUN
ajst-15455	79	31	related	relate	VERB
ajst-15455	79	32	to	to	ADP
ajst-15455	79	33	the	the	DET
ajst-15455	79	34	privacy	privacy	NOUN
ajst-15455	79	35	,	,	PUNCT
ajst-15455	79	36	security	security	NOUN
ajst-15455	79	37	,	,	PUNCT
ajst-15455	79	38	and	and	CCONJ
ajst-15455	79	39	data	datum	NOUN
ajst-15455	79	40	access	access	NOUN
ajst-15455	79	41	efficiency	efficiency	NOUN
ajst-15455	79	42	of	of	ADP
ajst-15455	79	43	industrial	industrial	ADJ
ajst-15455	79	44	data	datum	NOUN
ajst-15455	79	45	.	.	PUNCT
ajst-15455	80	1	this	this	DET
ajst-15455	80	2	approach	approach	NOUN
ajst-15455	80	3	solves	solve	VERB
ajst-15455	80	4	technical	technical	ADJ
ajst-15455	80	5	issues	issue	NOUN
ajst-15455	80	6	and	and	CCONJ
ajst-15455	80	7	mitigates	mitigate	VERB
ajst-15455	80	8	high	high	ADJ
ajst-15455	80	9	costs	cost	NOUN
ajst-15455	80	10	associated	associate	VERB
ajst-15455	80	11	with	with	ADP
ajst-15455	80	12	deployment	deployment	NOUN
ajst-15455	80	13	and	and	CCONJ
ajst-15455	80	14	model	model	NOUN
ajst-15455	80	15	training	training	NOUN
ajst-15455	80	16	,	,	PUNCT
ajst-15455	80	17	and	and	CCONJ
ajst-15455	80	18	holds	hold	VERB
ajst-15455	80	19	significant	significant	ADJ
ajst-15455	80	20	potential	potential	NOUN
ajst-15455	80	21	for	for	ADP
ajst-15455	80	22	promotion	promotion	NOUN
ajst-15455	80	23	.	.	PUNCT
ajst-15455	81	1	dialogue	dialogue	NOUN
ajst-15455	81	2	input	input	NOUN
ajst-15455	81	3	vector	vector	NOUN
ajst-15455	81	4	knowledge	knowledge	NOUN
ajst-15455	81	5	query	query	NOUN
ajst-15455	81	6	set	set	VERB
ajst-15455	81	7	question	question	NOUN
ajst-15455	81	8	prompts	prompt	NOUN
ajst-15455	81	9	utilize	utilize	VERB
ajst-15455	81	10	the	the	DET
ajst-15455	81	11	model	model	NOUN
ajst-15455	81	12	show	show	VERB
ajst-15455	81	13	the	the	DET
ajst-15455	81	14	result	result	NOUN
ajst-15455	81	15	59	59	NUM
ajst-15455	81	16	references	reference	NOUN
ajst-15455	81	17	[	[	X
ajst-15455	81	18	1	1	NUM
ajst-15455	81	19	]	]	X
ajst-15455	81	20	zhang	zhang	PROPN
ajst-15455	81	21	,	,	PUNCT
ajst-15455	81	22	h.	h.	PROPN
ajst-15455	81	23	,	,	PUNCT
ajst-15455	81	24	ding	ding	NOUN
ajst-15455	81	25	,	,	PUNCT
ajst-15455	81	26	y.	y.	PROPN
ajst-15455	81	27	,	,	PUNCT
ajst-15455	81	28	zhang	zhang	PROPN
ajst-15455	81	29	,	,	PUNCT
ajst-15455	81	30	y.	y.	PROPN
ajst-15455	81	31	,	,	PUNCT
ajst-15455	81	32	feng	feng	PROPN
ajst-15455	81	33	,	,	PUNCT
ajst-15455	81	34	s.	s.	PROPN
ajst-15455	81	35	(	(	PUNCT
ajst-15455	81	36	2021	2021	NUM
ajst-15455	81	37	)	)	PUNCT
ajst-15455	81	38	.	.	PUNCT
ajst-15455	82	1	design	design	NOUN
ajst-15455	82	2	and	and	CCONJ
ajst-15455	82	3	implementation	implementation	NOUN
ajst-15455	82	4	of	of	ADP
ajst-15455	82	5	an	an	DET
ajst-15455	82	6	e	e	NOUN
ajst-15455	82	7	-	-	ADJ
ajst-15455	82	8	commerce	commerce	ADJ
ajst-15455	82	9	intelligent	intelligent	ADJ
ajst-15455	82	10	customer	customer	NOUN
ajst-15455	82	11	service	service	NOUN
ajst-15455	82	12	system	system	NOUN
ajst-15455	82	13	based	base	VERB
ajst-15455	82	14	on	on	ADP
ajst-15455	82	15	deep	deep	ADJ
ajst-15455	82	16	neural	neural	ADJ
ajst-15455	82	17	networks	network	NOUN
ajst-15455	82	18	software	software	NOUN
ajst-15455	82	19	engineering	engineering	NOUN
ajst-15455	82	20	,	,	PUNCT
ajst-15455	82	21	05	05	NUM
ajst-15455	82	22	:	:	PUNCT
ajst-15455	82	23	33	33	NUM
ajst-15455	82	24	-	-	SYM
ajst-15455	82	25	37	37	NUM
ajst-15455	82	26	.	.	PUNCT
ajst-15455	83	1	[	[	X
ajst-15455	83	2	2	2	NUM
ajst-15455	83	3	]	]	X
ajst-15455	83	4	wang	wang	PROPN
ajst-15455	83	5	,	,	PUNCT
ajst-15455	83	6	d.	d.	PROPN
ajst-15455	83	7	,	,	PUNCT
ajst-15455	83	8	wang	wang	PROPN
ajst-15455	83	9	,	,	PUNCT
ajst-15455	83	10	w.	w.	PROPN
ajst-15455	83	11	,	,	PUNCT
ajst-15455	83	12	wang	wang	PROPN
ajst-15455	83	13	,	,	PUNCT
ajst-15455	83	14	s.	s.	PROPN
ajst-15455	83	15	,	,	PUNCT
ajst-15455	83	16	fu	fu	PROPN
ajst-15455	83	17	,	,	PUNCT
ajst-15455	83	18	j.	j.	PROPN
ajst-15455	83	19	,	,	PUNCT
ajst-15455	83	20	zhu	zhu	PROPN
ajst-15455	83	21	,	,	PUNCT
ajst-15455	83	22	f.	f.	PROPN
ajst-15455	83	23	(	(	PUNCT
ajst-15455	83	24	2017	2017	NUM
ajst-15455	83	25	)	)	PUNCT
ajst-15455	83	26	a	a	DET
ajst-15455	83	27	review	review	NOUN
ajst-15455	83	28	of	of	ADP
ajst-15455	83	29	natural	natural	ADJ
ajst-15455	83	30	language	language	NOUN
ajst-15455	83	31	understanding	understanding	NOUN
ajst-15455	83	32	methods	method	NOUN
ajst-15455	83	33	for	for	ADP
ajst-15455	83	34	limited	limited	ADJ
ajst-15455	83	35	domain	domain	NOUN
ajst-15455	83	36	question	question	NOUN
ajst-15455	83	37	answering	answering	NOUN
ajst-15455	83	38	systems	system	NOUN
ajst-15455	83	39	.	.	PUNCT
ajst-15455	84	1	computer	computer	NOUN
ajst-15455	84	2	science	science	NOUN
ajst-15455	84	3	,	,	PUNCT
ajst-15455	84	4	44	44	NUM
ajst-15455	84	5	(	(	PUNCT
ajst-15455	84	6	8)	8)	NUM
ajst-15455	84	7	:	:	PUNCT
ajst-15455	84	8	1	1	NUM
ajst-15455	84	9	-	-	SYM
ajst-15455	84	10	841	841	NUM
ajst-15455	84	11	.	.	PUNCT
ajst-15455	85	1	[	[	X
ajst-15455	85	2	3	3	X
ajst-15455	85	3	]	]	X
ajst-15455	85	4	bao	bao	PROPN
ajst-15455	85	5	,	,	PUNCT
ajst-15455	85	6	j.	j.	PROPN
ajst-15455	85	7	(	(	PUNCT
ajst-15455	85	8	2014	2014	NUM
ajst-15455	85	9	)	)	PUNCT
ajst-15455	85	10	.	.	PUNCT
ajst-15455	86	1	research	research	NOUN
ajst-15455	86	2	on	on	ADP
ajst-15455	86	3	knowledge	knowledge	NOUN
ajst-15455	86	4	based	base	VERB
ajst-15455	86	5	automatic	automatic	ADJ
ajst-15455	86	6	question	question	NOUN
ajst-15455	86	7	answering	answering	NOUN
ajst-15455	86	8	.	.	PUNCT
ajst-15455	87	1	thesis	thesis	NOUN
ajst-15455	87	2	of	of	ADP
ajst-15455	87	3	harbin	harbin	PROPN
ajst-15455	87	4	institute	institute	PROPN
ajst-15455	87	5	of	of	ADP
ajst-15455	87	6	technology	technology	PROPN
ajst-15455	87	7	.	.	PUNCT
ajst-15455	88	1	[	[	X
ajst-15455	88	2	4	4	NUM
ajst-15455	88	3	]	]	X
ajst-15455	88	4	lu	lu	PROPN
ajst-15455	88	5	,	,	PUNCT
ajst-15455	88	6	j.	j.	PROPN
ajst-15455	88	7	,	,	PUNCT
ajst-15455	88	8	li	li	PROPN
ajst-15455	88	9	,	,	PUNCT
ajst-15455	88	10	s.	s.	PROPN
ajst-15455	88	11	(	(	PUNCT
ajst-15455	88	12	2019	2019	NUM
ajst-15455	88	13	)	)	PUNCT
ajst-15455	88	14	design	design	NOUN
ajst-15455	88	15	of	of	ADP
ajst-15455	88	16	an	an	DET
ajst-15455	88	17	intelligent	intelligent	ADJ
ajst-15455	88	18	customer	customer	NOUN
ajst-15455	88	19	service	service	NOUN
ajst-15455	88	20	robot	robot	NOUN
ajst-15455	88	21	question	question	NOUN
ajst-15455	88	22	answering	answer	VERB
ajst-15455	88	23	system	system	NOUN
ajst-15455	88	24	based	base	VERB
ajst-15455	88	25	on	on	ADP
ajst-15455	88	26	a	a	DET
ajst-15455	88	27	knowledge	knowledge	NOUN
ajst-15455	88	28	base	base	NOUN
ajst-15455	88	29	.	.	PUNCT
ajst-15455	89	1	computer	computer	NOUN
ajst-15455	89	2	science	science	NOUN
ajst-15455	89	3	and	and	CCONJ
ajst-15455	89	4	applications	application	NOUN
ajst-15455	89	5	,	,	PUNCT
ajst-15455	89	6	9	9	NUM
ajst-15455	89	7	(	(	PUNCT
ajst-15455	89	8	11	11	NUM
ajst-15455	89	9	):	):	PUNCT
ajst-15455	89	10	2098	2098	NUM
ajst-15455	89	11	-	-	SYM
ajst-15455	89	12	2104	2104	NUM
ajst-15455	89	13	.	.	PUNCT