id	sid	tid	token	lemma	pos
fcis-29529	1	1	frontiers	frontier	NOUN
fcis-29529	1	2	in	in	ADP
fcis-29529	1	3	computing	computing	NOUN
fcis-29529	1	4	and	and	CCONJ
fcis-29529	1	5	intelligent	intelligent	ADJ
fcis-29529	1	6	systems	system	NOUN
fcis-29529	1	7	issn	issn	VERB
fcis-29529	1	8	:	:	PUNCT
fcis-29529	1	9	2832	2832	NUM
fcis-29529	1	10	-	-	SYM
fcis-29529	1	11	6024	6024	NUM
fcis-29529	1	12	|	|	NOUN
fcis-29529	1	13	vol	vol	NOUN
fcis-29529	1	14	.	.	PROPN
fcis-29529	2	1	11	11	NUM
fcis-29529	2	2	,	,	PUNCT
fcis-29529	2	3	no	no	INTJ
fcis-29529	2	4	.	.	NOUN
fcis-29529	2	5	2	2	NUM
fcis-29529	2	6	,	,	PUNCT
fcis-29529	2	7	2025	2025	NUM
fcis-29529	2	8	6	6	NUM
fcis-29529	2	9	research	research	NOUN
fcis-29529	2	10	on	on	ADP
fcis-29529	2	11	the	the	DET
fcis-29529	2	12	construction	construction	NOUN
fcis-29529	2	13	of	of	ADP
fcis-29529	2	14	tcm	tcm	PROPN
fcis-29529	2	15	diagnosis	diagnosis	NOUN
fcis-29529	2	16	model	model	NOUN
fcis-29529	2	17	based	base	VERB
fcis-29529	2	18	on	on	ADP
fcis-29529	2	19	large	large	ADJ
fcis-29529	2	20	language	language	NOUN
fcis-29529	2	21	model	model	NOUN
fcis-29529	2	22	mu	mu	PROPN
fcis-29529	2	23	li	li	PROPN
fcis-29529	2	24	,	,	PUNCT
fcis-29529	2	25	yulin	yulin	NOUN
fcis-29529	2	26	xia	xia	PROPN
fcis-29529	2	27	,	,	PUNCT
fcis-29529	2	28	wei	wei	PROPN
fcis-29529	2	29	hu	hu	PROPN
fcis-29529	3	1	*	*	PUNCT
fcis-29529	3	2	,	,	PUNCT
fcis-29529	3	3	ziyi	ziyi	PROPN
fcis-29529	3	4	zhang	zhang	PROPN
fcis-29529	3	5	and	and	CCONJ
fcis-29529	3	6	chengchen	chengchen	PROPN
fcis-29529	3	7	zhang	zhang	PROPN
fcis-29529	3	8	school	school	PROPN
fcis-29529	3	9	of	of	ADP
fcis-29529	3	10	informatics	informatics	PROPN
fcis-29529	3	11	,	,	PUNCT
fcis-29529	3	12	hunan	hunan	PROPN
fcis-29529	3	13	university	university	PROPN
fcis-29529	3	14	of	of	ADP
fcis-29529	3	15	chinese	chinese	ADJ
fcis-29529	3	16	medicine	medicine	NOUN
fcis-29529	3	17	,	,	PUNCT
fcis-29529	3	18	changsha	changsha	PROPN
fcis-29529	3	19	,	,	PUNCT
fcis-29529	3	20	hunan	hunan	PROPN
fcis-29529	3	21	,	,	PUNCT
fcis-29529	3	22	china	china	PROPN
fcis-29529	3	23	*	*	PUNCT
fcis-29529	3	24	corresponding	correspond	VERB
fcis-29529	3	25	author	author	NOUN
fcis-29529	3	26	:	:	PUNCT
fcis-29529	3	27	wei	wei	PROPN
fcis-29529	3	28	hu	hu	PROPN
fcis-29529	3	29	abstract	abstract	PROPN
fcis-29529	3	30	:	:	PUNCT
fcis-29529	3	31	to	to	PART
fcis-29529	3	32	solve	solve	VERB
fcis-29529	3	33	many	many	ADJ
fcis-29529	3	34	problems	problem	NOUN
fcis-29529	3	35	in	in	ADP
fcis-29529	3	36	tcm	tcm	PROPN
fcis-29529	3	37	syndrome	syndrome	PROPN
fcis-29529	3	38	differentiation	differentiation	NOUN
fcis-29529	3	39	,	,	PUNCT
fcis-29529	3	40	including	include	VERB
fcis-29529	3	41	the	the	DET
fcis-29529	3	42	lack	lack	NOUN
fcis-29529	3	43	of	of	ADP
fcis-29529	3	44	public	public	ADJ
fcis-29529	3	45	data	datum	NOUN
fcis-29529	3	46	and	and	CCONJ
fcis-29529	3	47	quality	quality	NOUN
fcis-29529	3	48	differences	difference	NOUN
fcis-29529	3	49	,	,	PUNCT
fcis-29529	3	50	the	the	DET
fcis-29529	3	51	problem	problem	NOUN
fcis-29529	3	52	of	of	ADP
fcis-29529	3	53	singleness	singleness	NOUN
fcis-29529	3	54	and	and	CCONJ
fcis-29529	3	55	universality	universality	NOUN
fcis-29529	3	56	of	of	ADP
fcis-29529	3	57	models	model	NOUN
fcis-29529	3	58	,	,	PUNCT
fcis-29529	3	59	and	and	CCONJ
fcis-29529	3	60	the	the	DET
fcis-29529	3	61	lack	lack	NOUN
fcis-29529	3	62	of	of	ADP
fcis-29529	3	63	interpretability	interpretability	NOUN
fcis-29529	3	64	of	of	ADP
fcis-29529	3	65	models	model	NOUN
fcis-29529	3	66	,	,	PUNCT
fcis-29529	3	67	a	a	DET
fcis-29529	3	68	solution	solution	NOUN
fcis-29529	3	69	based	base	VERB
fcis-29529	3	70	on	on	ADP
fcis-29529	3	71	large	large	ADJ
fcis-29529	3	72	language	language	NOUN
fcis-29529	3	73	model	model	NOUN
fcis-29529	3	74	chatglm3	chatglm3	NOUN
fcis-29529	3	75	combined	combine	VERB
fcis-29529	3	76	with	with	ADP
fcis-29529	3	77	lora	lora	PROPN
fcis-29529	3	78	fine	fine	ADV
fcis-29529	3	79	-	-	PUNCT
fcis-29529	3	80	tuning	tune	VERB
fcis-29529	3	81	technology	technology	NOUN
fcis-29529	3	82	was	be	AUX
fcis-29529	3	83	proposed	propose	VERB
fcis-29529	3	84	.	.	PUNCT
fcis-29529	4	1	the	the	DET
fcis-29529	4	2	open	open	ADJ
fcis-29529	4	3	source	source	NOUN
fcis-29529	4	4	tcm	tcm	PROPN
fcis-29529	4	5	-	-	PUNCT
fcis-29529	4	6	sd	sd	PROPN
fcis-29529	4	7	tcm	tcm	PROPN
fcis-29529	4	8	syndrome	syndrome	PROPN
fcis-29529	4	9	differentiation	differentiation	NOUN
fcis-29529	4	10	data	datum	NOUN
fcis-29529	4	11	set	set	VERB
fcis-29529	4	12	was	be	AUX
fcis-29529	4	13	adopted	adopt	VERB
fcis-29529	4	14	,	,	PUNCT
fcis-29529	4	15	and	and	CCONJ
fcis-29529	4	16	after	after	ADP
fcis-29529	4	17	data	data	NOUN
fcis-29529	4	18	filtering	filtering	NOUN
fcis-29529	4	19	and	and	CCONJ
fcis-29529	4	20	integration	integration	NOUN
fcis-29529	4	21	optimization	optimization	NOUN
fcis-29529	4	22	,	,	PUNCT
fcis-29529	4	23	1027	1027	NUM
fcis-29529	4	24	tcm	tcm	PROPN
fcis-29529	4	25	syndrome	syndrome	PROPN
fcis-29529	4	26	differentiation	differentiation	NOUN
fcis-29529	4	27	definition	definition	NOUN
fcis-29529	4	28	data	data	NOUN
fcis-29529	4	29	sets	set	NOUN
fcis-29529	4	30	,	,	PUNCT
fcis-29529	4	31	41180	41180	NUM
fcis-29529	4	32	consultation	consultation	NOUN
fcis-29529	4	33	training	training	NOUN
fcis-29529	4	34	data	datum	NOUN
fcis-29529	4	35	and	and	CCONJ
fcis-29529	4	36	5485	5485	NUM
fcis-29529	4	37	testing	testing	NOUN
fcis-29529	4	38	and	and	CCONJ
fcis-29529	4	39	verification	verification	NOUN
fcis-29529	4	40	data	datum	NOUN
fcis-29529	4	41	were	be	AUX
fcis-29529	4	42	obtained	obtain	VERB
fcis-29529	4	43	,	,	PUNCT
fcis-29529	4	44	so	so	SCONJ
fcis-29529	4	45	that	that	SCONJ
fcis-29529	4	46	the	the	DET
fcis-29529	4	47	model	model	NOUN
fcis-29529	4	48	could	could	AUX
fcis-29529	4	49	deeply	deeply	ADV
fcis-29529	4	50	learn	learn	VERB
fcis-29529	4	51	the	the	DET
fcis-29529	4	52	specialized	specialized	ADJ
fcis-29529	4	53	knowledge	knowledge	NOUN
fcis-29529	4	54	of	of	ADP
fcis-29529	4	55	tcm	tcm	PROPN
fcis-29529	4	56	syndromes	syndrome	NOUN
fcis-29529	4	57	and	and	CCONJ
fcis-29529	4	58	the	the	DET
fcis-29529	4	59	actual	actual	ADJ
fcis-29529	4	60	consultation	consultation	NOUN
fcis-29529	4	61	records	record	NOUN
fcis-29529	4	62	of	of	ADP
fcis-29529	4	63	tcm	tcm	PROPN
fcis-29529	4	64	syndrome	syndrome	PROPN
fcis-29529	4	65	differentiation	differentiation	NOUN
fcis-29529	4	66	.	.	PUNCT
fcis-29529	5	1	the	the	DET
fcis-29529	5	2	experimental	experimental	ADJ
fcis-29529	5	3	results	result	NOUN
fcis-29529	5	4	show	show	VERB
fcis-29529	5	5	that	that	SCONJ
fcis-29529	5	6	the	the	DET
fcis-29529	5	7	evaluation	evaluation	NOUN
fcis-29529	5	8	indexes	index	NOUN
fcis-29529	5	9	of	of	ADP
fcis-29529	5	10	two	two	NUM
fcis-29529	5	11	different	different	ADJ
fcis-29529	5	12	trainings	training	NOUN
fcis-29529	5	13	using	use	VERB
fcis-29529	5	14	lora	lora	PROPN
fcis-29529	5	15	fine	fine	ADV
fcis-29529	5	16	-	-	PUNCT
fcis-29529	5	17	tuning	tune	VERB
fcis-29529	5	18	technology	technology	NOUN
fcis-29529	5	19	are	be	AUX
fcis-29529	5	20	significantly	significantly	ADV
fcis-29529	5	21	improved	improve	VERB
fcis-29529	5	22	by	by	ADP
fcis-29529	5	23	about	about	ADV
fcis-29529	5	24	20	20	NUM
fcis-29529	5	25	%	%	NOUN
fcis-29529	5	26	.	.	PUNCT
fcis-29529	6	1	keywords	keyword	NOUN
fcis-29529	6	2	:	:	PUNCT
fcis-29529	6	3	tcm	tcm	PROPN
fcis-29529	6	4	syndrome	syndrome	PROPN
fcis-29529	6	5	differentiation	differentiation	NOUN
fcis-29529	6	6	;	;	PUNCT
fcis-29529	6	7	large	large	ADJ
fcis-29529	6	8	language	language	NOUN
fcis-29529	6	9	model	model	NOUN
fcis-29529	6	10	;	;	PUNCT
fcis-29529	6	11	chatglm3	chatglm3	PROPN
fcis-29529	6	12	;	;	PUNCT
fcis-29529	6	13	lora	lora	PROPN
fcis-29529	6	14	fine	fine	ADJ
fcis-29529	6	15	tuning	tuning	NOUN
fcis-29529	6	16	;	;	PUNCT
fcis-29529	6	17	data	datum	NOUN
fcis-29529	6	18	annotation	annotation	NOUN
fcis-29529	6	19	.	.	PUNCT
fcis-29529	7	1	1	1	X
fcis-29529	7	2	.	.	X
fcis-29529	7	3	introduction	introduction	NOUN
fcis-29529	7	4	as	as	ADP
fcis-29529	7	5	a	a	DET
fcis-29529	7	6	treasure	treasure	NOUN
fcis-29529	7	7	of	of	ADP
fcis-29529	7	8	traditional	traditional	ADJ
fcis-29529	7	9	chinese	chinese	ADJ
fcis-29529	7	10	culture	culture	NOUN
fcis-29529	7	11	,	,	PUNCT
fcis-29529	7	12	chinese	chinese	ADJ
fcis-29529	7	13	medicine	medicine	NOUN
fcis-29529	7	14	possesses	possess	VERB
fcis-29529	7	15	a	a	DET
fcis-29529	7	16	set	set	NOUN
fcis-29529	7	17	of	of	ADP
fcis-29529	7	18	perfect	perfect	ADJ
fcis-29529	7	19	diagnostic	diagnostic	ADJ
fcis-29529	7	20	theory	theory	NOUN
fcis-29529	7	21	system	system	NOUN
fcis-29529	7	22	,	,	PUNCT
fcis-29529	7	23	which	which	PRON
fcis-29529	7	24	has	have	AUX
fcis-29529	7	25	made	make	VERB
fcis-29529	7	26	immeasurable	immeasurable	ADJ
fcis-29529	7	27	contributions	contribution	NOUN
fcis-29529	7	28	to	to	ADP
fcis-29529	7	29	the	the	DET
fcis-29529	7	30	health	health	NOUN
fcis-29529	7	31	and	and	CCONJ
fcis-29529	7	32	survival	survival	NOUN
fcis-29529	7	33	and	and	CCONJ
fcis-29529	7	34	development	development	NOUN
fcis-29529	7	35	of	of	ADP
fcis-29529	7	36	human	human	ADJ
fcis-29529	7	37	beings	being	NOUN
fcis-29529	7	38	.	.	PUNCT
fcis-29529	8	1	the	the	DET
fcis-29529	8	2	unique	unique	ADJ
fcis-29529	8	3	diagnostic	diagnostic	ADJ
fcis-29529	8	4	and	and	CCONJ
fcis-29529	8	5	therapeutic	therapeutic	ADJ
fcis-29529	8	6	methods	method	NOUN
fcis-29529	8	7	of	of	ADP
fcis-29529	8	8	chinese	chinese	ADJ
fcis-29529	8	9	medicine	medicine	NOUN
fcis-29529	8	10	have	have	AUX
fcis-29529	8	11	provided	provide	VERB
fcis-29529	8	12	many	many	ADJ
fcis-29529	8	13	valuable	valuable	ADJ
fcis-29529	8	14	references	reference	NOUN
fcis-29529	8	15	for	for	ADP
fcis-29529	8	16	modern	modern	ADJ
fcis-29529	8	17	chinese	chinese	ADJ
fcis-29529	8	18	medicine	medicine	NOUN
fcis-29529	8	19	,	,	PUNCT
fcis-29529	8	20	which	which	PRON
fcis-29529	8	21	has	have	AUX
fcis-29529	8	22	been	be	AUX
fcis-29529	8	23	warmly	warmly	ADV
fcis-29529	8	24	welcomed	welcome	VERB
fcis-29529	8	25	by	by	ADP
fcis-29529	8	26	people	people	NOUN
fcis-29529	8	27	all	all	ADV
fcis-29529	8	28	over	over	ADP
fcis-29529	8	29	the	the	DET
fcis-29529	8	30	world	world	NOUN
fcis-29529	8	31	and	and	CCONJ
fcis-29529	8	32	has	have	AUX
fcis-29529	8	33	attracted	attract	VERB
fcis-29529	8	34	extensive	extensive	ADJ
fcis-29529	8	35	attention	attention	NOUN
fcis-29529	8	36	from	from	ADP
fcis-29529	8	37	medical	medical	ADJ
fcis-29529	8	38	researchers	researcher	NOUN
fcis-29529	8	39	.	.	PUNCT
fcis-29529	9	1	as	as	ADP
fcis-29529	9	2	a	a	DET
fcis-29529	9	3	precious	precious	ADJ
fcis-29529	9	4	resource	resource	NOUN
fcis-29529	9	5	of	of	ADP
fcis-29529	9	6	china	china	PROPN
fcis-29529	9	7	's	's	PART
fcis-29529	9	8	traditional	traditional	ADJ
fcis-29529	9	9	medicine	medicine	NOUN
fcis-29529	9	10	,	,	PUNCT
fcis-29529	9	11	tcm	tcm	PROPN
fcis-29529	9	12	's	's	PART
fcis-29529	9	13	method	method	NOUN
fcis-29529	9	14	of	of	ADP
fcis-29529	9	15	evidence	evidence	NOUN
fcis-29529	9	16	-	-	PUNCT
fcis-29529	9	17	based	base	VERB
fcis-29529	9	18	treatment	treatment	NOUN
fcis-29529	9	19	plays	play	VERB
fcis-29529	9	20	a	a	DET
fcis-29529	9	21	key	key	ADJ
fcis-29529	9	22	role	role	NOUN
fcis-29529	9	23	in	in	ADP
fcis-29529	9	24	clinical	clinical	ADJ
fcis-29529	9	25	practice	practice	NOUN
fcis-29529	9	26	.	.	PUNCT
fcis-29529	10	1	however	however	ADV
fcis-29529	10	2	,	,	PUNCT
fcis-29529	10	3	the	the	DET
fcis-29529	10	4	subjectivity	subjectivity	NOUN
fcis-29529	10	5	and	and	CCONJ
fcis-29529	10	6	complexity	complexity	NOUN
fcis-29529	10	7	of	of	ADP
fcis-29529	10	8	tcm	tcm	PROPN
fcis-29529	10	9	evidence	evidence	NOUN
fcis-29529	10	10	identification	identification	NOUN
fcis-29529	10	11	make	make	VERB
fcis-29529	10	12	the	the	DET
fcis-29529	10	13	accuracy	accuracy	NOUN
fcis-29529	10	14	and	and	CCONJ
fcis-29529	10	15	consistency	consistency	NOUN
fcis-29529	10	16	of	of	ADP
fcis-29529	10	17	tcm	tcm	PROPN
fcis-29529	10	18	evidence	evidence	NOUN
fcis-29529	10	19	identification	identification	NOUN
fcis-29529	10	20	and	and	CCONJ
fcis-29529	10	21	diagnosis	diagnosis	NOUN
fcis-29529	10	22	face	face	VERB
fcis-29529	10	23	certain	certain	ADJ
fcis-29529	10	24	challenges	challenge	NOUN
fcis-29529	10	25	.	.	PUNCT
fcis-29529	11	1	in	in	ADP
fcis-29529	11	2	2022	2022	NUM
fcis-29529	11	3	,	,	PUNCT
fcis-29529	11	4	the	the	DET
fcis-29529	11	5	general	general	ADJ
fcis-29529	11	6	office	office	NOUN
fcis-29529	11	7	of	of	ADP
fcis-29529	11	8	the	the	DET
fcis-29529	11	9	state	state	NOUN
fcis-29529	11	10	council	council	PROPN
fcis-29529	11	11	released	release	VERB
fcis-29529	11	12	the	the	DET
fcis-29529	11	13	"	"	PUNCT
fcis-29529	11	14	14th	14th	ADJ
fcis-29529	11	15	five	five	NUM
fcis-29529	11	16	-	-	PUNCT
fcis-29529	11	17	year	year	NOUN
fcis-29529	11	18	plan	plan	NOUN
fcis-29529	11	19	for	for	ADP
fcis-29529	11	20	the	the	DET
fcis-29529	11	21	development	development	NOUN
fcis-29529	11	22	of	of	ADP
fcis-29529	11	23	tcm"[1	tcm"[1	NOUN
fcis-29529	11	24	]	]	PUNCT
fcis-29529	11	25	,	,	PUNCT
fcis-29529	11	26	which	which	PRON
fcis-29529	11	27	emphasises	emphasise	VERB
fcis-29529	11	28	the	the	DET
fcis-29529	11	29	integration	integration	NOUN
fcis-29529	11	30	of	of	ADP
fcis-29529	11	31	tcm	tcm	PROPN
fcis-29529	11	32	with	with	ADP
fcis-29529	11	33	modern	modern	ADJ
fcis-29529	11	34	science	science	NOUN
fcis-29529	11	35	and	and	CCONJ
fcis-29529	11	36	technology	technology	NOUN
fcis-29529	11	37	and	and	CCONJ
fcis-29529	11	38	aims	aim	VERB
fcis-29529	11	39	to	to	PART
fcis-29529	11	40	promote	promote	VERB
fcis-29529	11	41	complementary	complementary	ADJ
fcis-29529	11	42	and	and	CCONJ
fcis-29529	11	43	synergistic	synergistic	ADJ
fcis-29529	11	44	development	development	NOUN
fcis-29529	11	45	between	between	ADP
fcis-29529	11	46	tcm	tcm	PROPN
fcis-29529	11	47	and	and	CCONJ
fcis-29529	11	48	western	western	ADJ
fcis-29529	11	49	medicine	medicine	NOUN
fcis-29529	11	50	,	,	PUNCT
fcis-29529	11	51	as	as	ADV
fcis-29529	11	52	well	well	ADV
fcis-29529	11	53	as	as	ADP
fcis-29529	11	54	to	to	PART
fcis-29529	11	55	promote	promote	VERB
fcis-29529	11	56	the	the	DET
fcis-29529	11	57	development	development	NOUN
fcis-29529	11	58	of	of	ADP
fcis-29529	11	59	tcm	tcm	PROPN
fcis-29529	11	60	towards	towards	ADP
fcis-29529	11	61	modernisation	modernisation	NOUN
fcis-29529	11	62	and	and	CCONJ
fcis-29529	11	63	industrialisation	industrialisation	NOUN
fcis-29529	11	64	.	.	PUNCT
fcis-29529	12	1	in	in	ADP
fcis-29529	12	2	addition	addition	NOUN
fcis-29529	12	3	,	,	PUNCT
fcis-29529	12	4	the	the	DET
fcis-29529	12	5	plan	plan	NOUN
fcis-29529	12	6	encourages	encourage	VERB
fcis-29529	12	7	the	the	DET
fcis-29529	12	8	development	development	NOUN
fcis-29529	12	9	and	and	CCONJ
fcis-29529	12	10	application	application	NOUN
fcis-29529	12	11	of	of	ADP
fcis-29529	12	12	information	information	NOUN
fcis-29529	12	13	technology	technology	NOUN
fcis-29529	12	14	systems	system	NOUN
fcis-29529	12	15	with	with	ADP
fcis-29529	12	16	chinese	chinese	ADJ
fcis-29529	12	17	medicine	medicine	NOUN
fcis-29529	12	18	characteristics	characteristic	NOUN
fcis-29529	12	19	,	,	PUNCT
fcis-29529	12	20	such	such	ADJ
fcis-29529	12	21	as	as	ADP
fcis-29529	12	22	the	the	DET
fcis-29529	12	23	intelligent	intelligent	ADJ
fcis-29529	12	24	assisted	assist	VERB
fcis-29529	12	25	diagnosis	diagnosis	NOUN
fcis-29529	12	26	and	and	CCONJ
fcis-29529	12	27	treatment	treatment	NOUN
fcis-29529	12	28	system	system	NOUN
fcis-29529	12	29	for	for	ADP
fcis-29529	12	30	chinese	chinese	ADJ
fcis-29529	12	31	medicine	medicine	NOUN
fcis-29529	12	32	diagnosis	diagnosis	NOUN
fcis-29529	12	33	and	and	CCONJ
fcis-29529	12	34	treatment	treatment	NOUN
fcis-29529	12	35	[	[	X
fcis-29529	12	36	2	2	NUM
fcis-29529	12	37	]	]	PUNCT
fcis-29529	12	38	.	.	PUNCT
fcis-29529	13	1	with	with	ADP
fcis-29529	13	2	the	the	DET
fcis-29529	13	3	rapid	rapid	ADJ
fcis-29529	13	4	development	development	NOUN
fcis-29529	13	5	of	of	ADP
fcis-29529	13	6	ai	ai	PROPN
fcis-29529	13	7	technology	technology	NOUN
fcis-29529	13	8	,	,	PUNCT
fcis-29529	13	9	large	large	ADJ
fcis-29529	13	10	-	-	PUNCT
fcis-29529	13	11	scale	scale	NOUN
fcis-29529	13	12	language	language	NOUN
fcis-29529	13	13	models	model	NOUN
fcis-29529	13	14	are	be	AUX
fcis-29529	13	15	gradually	gradually	ADV
fcis-29529	13	16	demonstrating	demonstrate	VERB
fcis-29529	13	17	their	their	PRON
fcis-29529	13	18	broad	broad	ADJ
fcis-29529	13	19	application	application	NOUN
fcis-29529	13	20	prospects	prospect	NOUN
fcis-29529	13	21	.	.	PUNCT
fcis-29529	14	1	these	these	DET
fcis-29529	14	2	models	model	NOUN
fcis-29529	14	3	have	have	AUX
fcis-29529	14	4	won	win	VERB
fcis-29529	14	5	the	the	DET
fcis-29529	14	6	preference	preference	NOUN
fcis-29529	14	7	of	of	ADP
fcis-29529	14	8	many	many	ADJ
fcis-29529	14	9	users	user	NOUN
fcis-29529	14	10	because	because	SCONJ
fcis-29529	14	11	of	of	ADP
fcis-29529	14	12	their	their	PRON
fcis-29529	14	13	excellent	excellent	ADJ
fcis-29529	14	14	performance	performance	NOUN
fcis-29529	14	15	in	in	ADP
fcis-29529	14	16	dialogue	dialogue	NOUN
fcis-29529	14	17	generation	generation	NOUN
fcis-29529	14	18	and	and	CCONJ
fcis-29529	14	19	semantic	semantic	ADJ
fcis-29529	14	20	understanding	understanding	NOUN
fcis-29529	14	21	,	,	PUNCT
fcis-29529	14	22	and	and	CCONJ
fcis-29529	14	23	their	their	PRON
fcis-29529	14	24	application	application	NOUN
fcis-29529	14	25	scope	scope	NOUN
fcis-29529	14	26	is	be	AUX
fcis-29529	14	27	expanding	expand	VERB
fcis-29529	14	28	to	to	PART
fcis-29529	14	29	cover	cover	VERB
fcis-29529	14	30	a	a	DET
fcis-29529	14	31	wide	wide	ADJ
fcis-29529	14	32	range	range	NOUN
fcis-29529	14	33	of	of	ADP
fcis-29529	14	34	industries	industry	NOUN
fcis-29529	14	35	such	such	ADJ
fcis-29529	14	36	as	as	ADP
fcis-29529	14	37	education	education	NOUN
fcis-29529	14	38	,	,	PUNCT
fcis-29529	14	39	finance	finance	NOUN
fcis-29529	14	40	,	,	PUNCT
fcis-29529	14	41	healthcare	healthcare	PROPN
fcis-29529	14	42	,	,	PUNCT
fcis-29529	14	43	law	law	NOUN
fcis-29529	14	44	,	,	PUNCT
fcis-29529	14	45	entertainment	entertainment	NOUN
fcis-29529	14	46	and	and	CCONJ
fcis-29529	14	47	customer	customer	NOUN
fcis-29529	14	48	service	service	NOUN
fcis-29529	14	49	.	.	PUNCT
fcis-29529	15	1	in	in	ADP
fcis-29529	15	2	2023	2023	NUM
fcis-29529	15	3	,	,	PUNCT
fcis-29529	15	4	"	"	PUNCT
fcis-29529	15	5	qihuang	qihuang	NOUN
fcis-29529	15	6	ask	ask	NOUN
fcis-29529	15	7	"	"	PUNCT
fcis-29529	15	8	,	,	PUNCT
fcis-29529	15	9	a	a	DET
fcis-29529	15	10	large	large	ADJ
fcis-29529	15	11	model	model	NOUN
fcis-29529	15	12	of	of	ADP
fcis-29529	15	13	chinese	chinese	ADJ
fcis-29529	15	14	medicine	medicine	NOUN
fcis-29529	15	15	,	,	PUNCT
fcis-29529	15	16	introduced	introduce	VERB
fcis-29529	15	17	generative	generative	ADJ
fcis-29529	15	18	ai	ai	VERB
fcis-29529	15	19	technology	technology	NOUN
fcis-29529	15	20	to	to	ADP
fcis-29529	15	21	the	the	DET
fcis-29529	15	22	field	field	NOUN
fcis-29529	15	23	of	of	ADP
fcis-29529	15	24	chinese	chinese	ADJ
fcis-29529	15	25	medicine	medicine	NOUN
fcis-29529	15	26	for	for	ADP
fcis-29529	15	27	the	the	DET
fcis-29529	15	28	first	first	ADJ
fcis-29529	15	29	time	time	NOUN
fcis-29529	15	30	,	,	PUNCT
fcis-29529	15	31	marking	mark	VERB
fcis-29529	15	32	a	a	DET
fcis-29529	15	33	groundbreaking	groundbreake	VERB
fcis-29529	15	34	progress	progress	NOUN
fcis-29529	15	35	in	in	ADP
fcis-29529	15	36	the	the	DET
fcis-29529	15	37	research	research	NOUN
fcis-29529	15	38	of	of	ADP
fcis-29529	15	39	large	large	ADJ
fcis-29529	15	40	models	model	NOUN
fcis-29529	15	41	of	of	ADP
fcis-29529	15	42	chinese	chinese	ADJ
fcis-29529	15	43	medicine	medicine	NOUN
fcis-29529	15	44	in	in	ADP
fcis-29529	15	45	china	china	PROPN
fcis-29529	15	46	.	.	PUNCT
fcis-29529	16	1	however	however	ADV
fcis-29529	16	2	,	,	PUNCT
fcis-29529	16	3	as	as	SCONJ
fcis-29529	16	4	the	the	DET
fcis-29529	16	5	knowledge	knowledge	NOUN
fcis-29529	16	6	system	system	NOUN
fcis-29529	16	7	of	of	ADP
fcis-29529	16	8	tcm	tcm	PROPN
fcis-29529	16	9	is	be	AUX
fcis-29529	16	10	huge	huge	ADJ
fcis-29529	16	11	and	and	CCONJ
fcis-29529	16	12	covers	cover	VERB
fcis-29529	16	13	many	many	ADJ
fcis-29529	16	14	subfields	subfield	NOUN
fcis-29529	16	15	,	,	PUNCT
fcis-29529	16	16	only	only	ADV
fcis-29529	16	17	relying	rely	VERB
fcis-29529	16	18	on	on	ADP
fcis-29529	16	19	the	the	DET
fcis-29529	16	20	basic	basic	ADJ
fcis-29529	16	21	macromodel	macromodel	NOUN
fcis-29529	16	22	is	be	AUX
fcis-29529	16	23	not	not	PART
fcis-29529	16	24	enough	enough	ADJ
fcis-29529	16	25	to	to	PART
fcis-29529	16	26	achieve	achieve	VERB
fcis-29529	16	27	in	in	ADP
fcis-29529	16	28	-	-	PUNCT
fcis-29529	16	29	depth	depth	NOUN
fcis-29529	16	30	interpretation	interpretation	NOUN
fcis-29529	16	31	of	of	ADP
fcis-29529	16	32	the	the	DET
fcis-29529	16	33	knowledge	knowledge	NOUN
fcis-29529	16	34	of	of	ADP
fcis-29529	16	35	various	various	ADJ
fcis-29529	16	36	subfields	subfield	NOUN
fcis-29529	16	37	of	of	ADP
fcis-29529	16	38	tcm	tcm	PROPN
fcis-29529	16	39	.	.	PUNCT
fcis-29529	17	1	therefore	therefore	ADV
fcis-29529	17	2	,	,	PUNCT
fcis-29529	17	3	it	it	PRON
fcis-29529	17	4	is	be	AUX
fcis-29529	17	5	necessary	necessary	ADJ
fcis-29529	17	6	to	to	PART
fcis-29529	17	7	develop	develop	VERB
fcis-29529	17	8	domain	domain	NOUN
fcis-29529	17	9	-	-	PUNCT
fcis-29529	17	10	specific	specific	ADJ
fcis-29529	17	11	large	large	ADJ
fcis-29529	17	12	-	-	PUNCT
fcis-29529	17	13	scale	scale	NOUN
fcis-29529	17	14	models	model	NOUN
fcis-29529	17	15	for	for	ADP
fcis-29529	17	16	tcm	tcm	PROPN
fcis-29529	17	17	as	as	ADP
fcis-29529	17	18	an	an	DET
fcis-29529	17	19	intermediary	intermediary	ADJ
fcis-29529	17	20	layer	layer	NOUN
fcis-29529	17	21	to	to	PART
fcis-29529	17	22	better	well	ADV
fcis-29529	17	23	serve	serve	VERB
fcis-29529	17	24	the	the	DET
fcis-29529	17	25	tcm	tcm	PROPN
fcis-29529	17	26	sub	sub	PROPN
fcis-29529	17	27	-	-	NOUN
fcis-29529	17	28	domains	domain	NOUN
fcis-29529	17	29	[	[	X
fcis-29529	17	30	3	3	NUM
fcis-29529	17	31	]	]	PUNCT
fcis-29529	17	32	.	.	PUNCT
fcis-29529	18	1	large	large	ADJ
fcis-29529	18	2	-	-	PUNCT
fcis-29529	18	3	scale	scale	NOUN
fcis-29529	18	4	language	language	NOUN
fcis-29529	18	5	modelling	modelling	NOUN
fcis-29529	18	6	is	be	AUX
fcis-29529	18	7	a	a	DET
fcis-29529	18	8	natural	natural	ADJ
fcis-29529	18	9	language	language	NOUN
fcis-29529	18	10	processing	processing	NOUN
fcis-29529	18	11	technology	technology	NOUN
fcis-29529	18	12	based	base	VERB
fcis-29529	18	13	on	on	ADP
fcis-29529	18	14	deep	deep	ADJ
fcis-29529	18	15	learning	learning	NOUN
fcis-29529	18	16	,	,	PUNCT
fcis-29529	18	17	which	which	PRON
fcis-29529	18	18	has	have	AUX
fcis-29529	18	19	shown	show	VERB
fcis-29529	18	20	great	great	ADJ
fcis-29529	18	21	potential	potential	NOUN
fcis-29529	18	22	for	for	ADP
fcis-29529	18	23	application	application	NOUN
fcis-29529	18	24	as	as	ADP
fcis-29529	18	25	a	a	DET
fcis-29529	18	26	knowledge	knowledge	NOUN
fcis-29529	18	27	aid	aid	NOUN
fcis-29529	18	28	for	for	ADP
fcis-29529	18	29	doctors	doctor	NOUN
fcis-29529	18	30	in	in	ADP
fcis-29529	18	31	many	many	ADJ
fcis-29529	18	32	aspects	aspect	NOUN
fcis-29529	18	33	of	of	ADP
fcis-29529	18	34	medical	medical	ADJ
fcis-29529	18	35	clinics	clinic	NOUN
fcis-29529	18	36	,	,	PUNCT
fcis-29529	18	37	research	research	NOUN
fcis-29529	18	38	and	and	CCONJ
fcis-29529	18	39	education	education	NOUN
fcis-29529	18	40	.	.	PUNCT
fcis-29529	19	1	considering	consider	VERB
fcis-29529	19	2	that	that	SCONJ
fcis-29529	19	3	chinese	chinese	ADJ
fcis-29529	19	4	medicine	medicine	NOUN
fcis-29529	19	5	has	have	VERB
fcis-29529	19	6	a	a	DET
fcis-29529	19	7	unique	unique	ADJ
fcis-29529	19	8	theoretical	theoretical	ADJ
fcis-29529	19	9	system	system	NOUN
fcis-29529	19	10	and	and	CCONJ
fcis-29529	19	11	rich	rich	ADJ
fcis-29529	19	12	empirical	empirical	ADJ
fcis-29529	19	13	knowledge	knowledge	NOUN
fcis-29529	19	14	,	,	PUNCT
fcis-29529	19	15	constructing	construct	VERB
fcis-29529	19	16	a	a	DET
fcis-29529	19	17	large	large	ADJ
fcis-29529	19	18	language	language	NOUN
fcis-29529	19	19	model	model	NOUN
fcis-29529	19	20	for	for	ADP
fcis-29529	19	21	the	the	DET
fcis-29529	19	22	field	field	NOUN
fcis-29529	19	23	of	of	ADP
fcis-29529	19	24	chinese	chinese	ADJ
fcis-29529	19	25	medicine	medicine	NOUN
fcis-29529	19	26	will	will	AUX
fcis-29529	19	27	provide	provide	VERB
fcis-29529	19	28	an	an	DET
fcis-29529	19	29	important	important	ADJ
fcis-29529	19	30	opportunity	opportunity	NOUN
fcis-29529	19	31	to	to	PART
fcis-29529	19	32	promote	promote	VERB
fcis-29529	19	33	the	the	DET
fcis-29529	19	34	intelligent	intelligent	ADJ
fcis-29529	19	35	and	and	CCONJ
fcis-29529	19	36	informative	informative	ADJ
fcis-29529	19	37	development	development	NOUN
fcis-29529	19	38	of	of	ADP
fcis-29529	19	39	chinese	chinese	ADJ
fcis-29529	19	40	medicine	medicine	NOUN
fcis-29529	19	41	.	.	PUNCT
fcis-29529	20	1	2	2	X
fcis-29529	20	2	.	.	X
fcis-29529	20	3	difficulties	difficulty	NOUN
fcis-29529	20	4	faced	face	VERB
fcis-29529	20	5	by	by	ADP
fcis-29529	20	6	chinese	chinese	ADJ
fcis-29529	20	7	medicine	medicine	NOUN
fcis-29529	20	8	practitioners	practitioner	NOUN
fcis-29529	20	9	in	in	ADP
fcis-29529	20	10	identifying	identify	VERB
fcis-29529	20	11	evidence	evidence	NOUN
fcis-29529	20	12	2.1	2.1	NUM
fcis-29529	20	13	.	.	PUNCT
fcis-29529	20	14	insufficient	insufficient	ADJ
fcis-29529	20	15	and	and	CCONJ
fcis-29529	20	16	variable	variable	ADJ
fcis-29529	20	17	quality	quality	NOUN
fcis-29529	20	18	of	of	ADP
fcis-29529	20	19	publicly	publicly	ADV
fcis-29529	20	20	available	available	ADJ
fcis-29529	20	21	data	data	NOUN
fcis-29529	20	22	diagnosis	diagnosis	NOUN
fcis-29529	20	23	in	in	ADP
fcis-29529	20	24	tcm	tcm	PROPN
fcis-29529	20	25	involves	involve	VERB
fcis-29529	20	26	a	a	DET
fcis-29529	20	27	complex	complex	ADJ
fcis-29529	20	28	process	process	NOUN
fcis-29529	20	29	of	of	ADP
fcis-29529	20	30	evidence	evidence	NOUN
fcis-29529	20	31	identification	identification	NOUN
fcis-29529	20	32	and	and	CCONJ
fcis-29529	20	33	usually	usually	ADV
fcis-29529	20	34	relies	rely	VERB
fcis-29529	20	35	on	on	ADP
fcis-29529	20	36	the	the	DET
fcis-29529	20	37	synthesis	synthesis	NOUN
fcis-29529	20	38	of	of	ADP
fcis-29529	20	39	multiple	multiple	ADJ
fcis-29529	20	40	sources	source	NOUN
fcis-29529	20	41	of	of	ADP
fcis-29529	20	42	information	information	NOUN
fcis-29529	20	43	,	,	PUNCT
fcis-29529	20	44	such	such	ADJ
fcis-29529	20	45	as	as	ADP
fcis-29529	20	46	patients	patient	NOUN
fcis-29529	20	47	'	'	PART
fcis-29529	20	48	subjective	subjective	ADJ
fcis-29529	20	49	descriptions	description	NOUN
fcis-29529	20	50	,	,	PUNCT
fcis-29529	20	51	doctors	doctor	NOUN
fcis-29529	20	52	'	'	PART
fcis-29529	20	53	clinical	clinical	ADJ
fcis-29529	20	54	observations	observation	NOUN
fcis-29529	20	55	,	,	PUNCT
fcis-29529	20	56	and	and	CCONJ
fcis-29529	20	57	the	the	DET
fcis-29529	20	58	results	result	NOUN
fcis-29529	20	59	of	of	ADP
fcis-29529	20	60	various	various	ADJ
fcis-29529	20	61	examinations	examination	NOUN
fcis-29529	20	62	.	.	PUNCT
fcis-29529	21	1	however	however	ADV
fcis-29529	21	2	,	,	PUNCT
fcis-29529	21	3	the	the	DET
fcis-29529	21	4	individualised	individualised	ADJ
fcis-29529	21	5	,	,	PUNCT
fcis-29529	21	6	empirical	empirical	ADJ
fcis-29529	21	7	and	and	CCONJ
fcis-29529	21	8	subjective	subjective	ADJ
fcis-29529	21	9	nature	nature	NOUN
fcis-29529	21	10	of	of	ADP
fcis-29529	21	11	tcm	tcm	PROPN
fcis-29529	21	12	diagnosis	diagnosis	NOUN
fcis-29529	21	13	results	result	NOUN
fcis-29529	21	14	in	in	ADP
fcis-29529	21	15	a	a	DET
fcis-29529	21	16	relative	relative	ADJ
fcis-29529	21	17	lack	lack	NOUN
fcis-29529	21	18	of	of	ADP
fcis-29529	21	19	relevant	relevant	ADJ
fcis-29529	21	20	public	public	ADJ
fcis-29529	21	21	datasets	dataset	NOUN
fcis-29529	21	22	.	.	PUNCT
fcis-29529	22	1	this	this	DET
fcis-29529	22	2	lack	lack	NOUN
fcis-29529	22	3	of	of	ADP
fcis-29529	22	4	data	datum	NOUN
fcis-29529	22	5	directly	directly	ADV
fcis-29529	22	6	affects	affect	VERB
fcis-29529	22	7	the	the	DET
fcis-29529	22	8	training	training	NOUN
fcis-29529	22	9	and	and	CCONJ
fcis-29529	22	10	validation	validation	NOUN
fcis-29529	22	11	of	of	ADP
fcis-29529	22	12	intelligent	intelligent	ADJ
fcis-29529	22	13	discursive	discursive	ADJ
fcis-29529	22	14	models	model	NOUN
fcis-29529	22	15	,	,	PUNCT
fcis-29529	22	16	making	make	VERB
fcis-29529	22	17	it	it	PRON
fcis-29529	22	18	difficult	difficult	ADJ
fcis-29529	22	19	for	for	ADP
fcis-29529	22	20	model	model	NOUN
fcis-29529	22	21	performance	performance	NOUN
fcis-29529	22	22	to	to	PART
fcis-29529	22	23	meet	meet	VERB
fcis-29529	22	24	expected	expect	VERB
fcis-29529	22	25	requirements	requirement	NOUN
fcis-29529	22	26	.	.	PUNCT
fcis-29529	23	1	in	in	ADP
fcis-29529	23	2	addition	addition	NOUN
fcis-29529	23	3	,	,	PUNCT
fcis-29529	23	4	the	the	DET
fcis-29529	23	5	emphasis	emphasis	NOUN
fcis-29529	23	6	on	on	ADP
fcis-29529	23	7	individualised	individualised	ADJ
fcis-29529	23	8	treatment	treatment	NOUN
fcis-29529	23	9	protocols	protocol	NOUN
fcis-29529	23	10	in	in	ADP
fcis-29529	23	11	tcm	tcm	PROPN
fcis-29529	23	12	means	mean	VERB
fcis-29529	23	13	that	that	SCONJ
fcis-29529	23	14	the	the	DET
fcis-29529	23	15	available	available	ADJ
fcis-29529	23	16	public	public	ADJ
fcis-29529	23	17	data	datum	NOUN
fcis-29529	23	18	may	may	AUX
fcis-29529	23	19	only	only	ADV
fcis-29529	23	20	cover	cover	VERB
fcis-29529	23	21	a	a	DET
fcis-29529	23	22	limited	limited	ADJ
fcis-29529	23	23	number	number	NOUN
fcis-29529	23	24	of	of	ADP
fcis-29529	23	25	disease	disease	NOUN
fcis-29529	23	26	types	type	NOUN
fcis-29529	23	27	or	or	CCONJ
fcis-29529	23	28	symptoms	symptom	NOUN
fcis-29529	23	29	,	,	PUNCT
fcis-29529	23	30	lacking	lack	VERB
fcis-29529	23	31	the	the	DET
fcis-29529	23	32	necessary	necessary	ADJ
fcis-29529	23	33	diversity	diversity	NOUN
fcis-29529	23	34	and	and	CCONJ
fcis-29529	23	35	representativeness	representativeness	NOUN
fcis-29529	23	36	,	,	PUNCT
fcis-29529	23	37	which	which	PRON
fcis-29529	23	38	may	may	AUX
fcis-29529	23	39	affect	affect	VERB
fcis-29529	23	40	the	the	DET
fcis-29529	23	41	performance	performance	NOUN
fcis-29529	23	42	of	of	ADP
fcis-29529	23	43	the	the	DET
fcis-29529	23	44	model	model	NOUN
fcis-29529	23	45	when	when	SCONJ
fcis-29529	23	46	dealing	deal	VERB
fcis-29529	23	47	with	with	ADP
fcis-29529	23	48	rare	rare	ADJ
fcis-29529	23	49	or	or	CCONJ
fcis-29529	23	50	special	special	ADJ
fcis-29529	23	51	cases	case	NOUN
fcis-29529	23	52	,	,	PUNCT
fcis-29529	23	53	limiting	limit	VERB
fcis-29529	23	54	the	the	DET
fcis-29529	23	55	scope	scope	NOUN
fcis-29529	23	56	of	of	ADP
fcis-29529	23	57	its	its	PRON
fcis-29529	23	58	practical	practical	ADJ
fcis-29529	23	59	application	application	NOUN
fcis-29529	23	60	.	.	PUNCT
fcis-29529	24	1	7	7	NUM
fcis-29529	24	2	2.2	2.2	NUM
fcis-29529	24	3	.	.	PUNCT
fcis-29529	25	1	single	single	ADJ
fcis-29529	25	2	and	and	CCONJ
fcis-29529	25	3	poorly	poorly	ADV
fcis-29529	25	4	generalised	generalise	VERB
fcis-29529	25	5	tcm	tcm	PROPN
fcis-29529	25	6	diagnostic	diagnostic	ADJ
fcis-29529	25	7	models	model	NOUN
fcis-29529	25	8	analysing	analyse	VERB
fcis-29529	25	9	the	the	DET
fcis-29529	25	10	existing	exist	VERB
fcis-29529	25	11	academic	academic	ADJ
fcis-29529	25	12	reports	report	NOUN
fcis-29529	25	13	and	and	CCONJ
fcis-29529	25	14	practical	practical	ADJ
fcis-29529	25	15	application	application	NOUN
fcis-29529	25	16	cases	case	NOUN
fcis-29529	25	17	,	,	PUNCT
fcis-29529	25	18	the	the	DET
fcis-29529	25	19	vast	vast	ADJ
fcis-29529	25	20	majority	majority	NOUN
fcis-29529	25	21	of	of	ADP
fcis-29529	25	22	intelligent	intelligent	ADJ
fcis-29529	25	23	evidence	evidence	NOUN
fcis-29529	25	24	models	model	NOUN
fcis-29529	25	25	are	be	AUX
fcis-29529	25	26	designed	design	VERB
fcis-29529	25	27	for	for	ADP
fcis-29529	25	28	a	a	DET
fcis-29529	25	29	specific	specific	ADJ
fcis-29529	25	30	type	type	NOUN
fcis-29529	25	31	of	of	ADP
fcis-29529	25	32	disease	disease	NOUN
fcis-29529	25	33	or	or	CCONJ
fcis-29529	25	34	a	a	DET
fcis-29529	25	35	specific	specific	ADJ
fcis-29529	25	36	type	type	NOUN
fcis-29529	25	37	of	of	ADP
fcis-29529	25	38	evidence	evidence	NOUN
fcis-29529	25	39	[	[	X
fcis-29529	25	40	4	4	NUM
fcis-29529	25	41	]	]	PUNCT
fcis-29529	25	42	.	.	PUNCT
fcis-29529	26	1	this	this	DET
fcis-29529	26	2	design	design	NOUN
fcis-29529	26	3	approach	approach	NOUN
fcis-29529	26	4	leads	lead	VERB
fcis-29529	26	5	to	to	ADP
fcis-29529	26	6	a	a	DET
fcis-29529	26	7	significant	significant	ADJ
fcis-29529	26	8	limitation	limitation	NOUN
fcis-29529	26	9	in	in	ADP
fcis-29529	26	10	the	the	DET
fcis-29529	26	11	scope	scope	NOUN
fcis-29529	26	12	of	of	ADP
fcis-29529	26	13	application	application	NOUN
fcis-29529	26	14	of	of	ADP
fcis-29529	26	15	the	the	DET
fcis-29529	26	16	models	model	NOUN
fcis-29529	26	17	,	,	PUNCT
fcis-29529	26	18	which	which	PRON
fcis-29529	26	19	makes	make	VERB
fcis-29529	26	20	it	it	PRON
fcis-29529	26	21	difficult	difficult	ADJ
fcis-29529	26	22	to	to	PART
fcis-29529	26	23	meet	meet	VERB
fcis-29529	26	24	the	the	DET
fcis-29529	26	25	demand	demand	NOUN
fcis-29529	26	26	for	for	ADP
fcis-29529	26	27	complex	complex	ADJ
fcis-29529	26	28	evidence	evidence	NOUN
fcis-29529	26	29	identification	identification	NOUN
fcis-29529	26	30	processes	process	NOUN
fcis-29529	26	31	in	in	ADP
fcis-29529	26	32	tcm	tcm	PROPN
fcis-29529	26	33	clinical	clinical	ADJ
fcis-29529	26	34	practice	practice	NOUN
fcis-29529	26	35	.	.	PUNCT
fcis-29529	27	1	on	on	ADP
fcis-29529	27	2	the	the	DET
fcis-29529	27	3	one	one	NUM
fcis-29529	27	4	hand	hand	NOUN
fcis-29529	27	5	,	,	PUNCT
fcis-29529	27	6	this	this	DET
fcis-29529	27	7	limitation	limitation	NOUN
fcis-29529	27	8	stems	stem	VERB
fcis-29529	27	9	from	from	ADP
fcis-29529	27	10	the	the	DET
fcis-29529	27	11	constraints	constraint	NOUN
fcis-29529	27	12	of	of	ADP
fcis-29529	27	13	the	the	DET
fcis-29529	27	14	model	model	NOUN
fcis-29529	27	15	design	design	NOUN
fcis-29529	27	16	itself	itself	PRON
fcis-29529	27	17	.	.	PUNCT
fcis-29529	28	1	current	current	ADJ
fcis-29529	28	2	intelligent	intelligent	ADJ
fcis-29529	28	3	discrimination	discrimination	NOUN
fcis-29529	28	4	models	model	NOUN
fcis-29529	28	5	usually	usually	ADV
fcis-29529	28	6	establish	establish	VERB
fcis-29529	28	7	a	a	DET
fcis-29529	28	8	fixed	fix	VERB
fcis-29529	28	9	classification	classification	NOUN
fcis-29529	28	10	framework	framework	NOUN
fcis-29529	28	11	at	at	ADP
fcis-29529	28	12	the	the	DET
fcis-29529	28	13	design	design	NOUN
fcis-29529	28	14	stage	stage	NOUN
fcis-29529	28	15	,	,	PUNCT
fcis-29529	28	16	which	which	PRON
fcis-29529	28	17	means	mean	VERB
fcis-29529	28	18	that	that	SCONJ
fcis-29529	28	19	diseases	disease	NOUN
fcis-29529	28	20	are	be	AUX
fcis-29529	28	21	preclassified	preclassifie	VERB
fcis-29529	28	22	into	into	ADP
fcis-29529	28	23	several	several	ADJ
fcis-29529	28	24	fixed	fix	VERB
fcis-29529	28	25	evidence	evidence	NOUN
fcis-29529	28	26	types	type	NOUN
fcis-29529	28	27	,	,	PUNCT
fcis-29529	28	28	and	and	CCONJ
fcis-29529	28	29	the	the	DET
fcis-29529	28	30	models	model	NOUN
fcis-29529	28	31	are	be	AUX
fcis-29529	28	32	trained	train	VERB
fcis-29529	28	33	based	base	VERB
fcis-29529	28	34	on	on	ADP
fcis-29529	28	35	these	these	DET
fcis-29529	28	36	evidence	evidence	NOUN
fcis-29529	28	37	types	type	NOUN
fcis-29529	28	38	.	.	PUNCT
fcis-29529	29	1	although	although	SCONJ
fcis-29529	29	2	this	this	DET
fcis-29529	29	3	approach	approach	NOUN
fcis-29529	29	4	simplifies	simplify	VERB
fcis-29529	29	5	the	the	DET
fcis-29529	29	6	problem	problem	NOUN
fcis-29529	29	7	processing	processing	NOUN
fcis-29529	29	8	flow	flow	NOUN
fcis-29529	29	9	to	to	ADP
fcis-29529	29	10	some	some	DET
fcis-29529	29	11	extent	extent	NOUN
fcis-29529	29	12	,	,	PUNCT
fcis-29529	29	13	it	it	PRON
fcis-29529	29	14	introduces	introduce	VERB
fcis-29529	29	15	significant	significant	ADJ
fcis-29529	29	16	limitations	limitation	NOUN
fcis-29529	29	17	at	at	ADP
fcis-29529	29	18	the	the	DET
fcis-29529	29	19	same	same	ADJ
fcis-29529	29	20	time	time	NOUN
fcis-29529	29	21	.	.	PUNCT
fcis-29529	30	1	on	on	ADP
fcis-29529	30	2	the	the	DET
fcis-29529	30	3	other	other	ADJ
fcis-29529	30	4	hand	hand	NOUN
fcis-29529	30	5	,	,	PUNCT
fcis-29529	30	6	according	accord	VERB
fcis-29529	30	7	to	to	ADP
fcis-29529	30	8	the	the	DET
fcis-29529	30	9	viewpoint	viewpoint	NOUN
fcis-29529	30	10	of	of	ADP
fcis-29529	30	11	chinese	chinese	ADJ
fcis-29529	30	12	medicine	medicine	NOUN
fcis-29529	30	13	theory	theory	NOUN
fcis-29529	30	14	,	,	PUNCT
fcis-29529	30	15	the	the	DET
fcis-29529	30	16	formation	formation	NOUN
fcis-29529	30	17	and	and	CCONJ
fcis-29529	30	18	progression	progression	NOUN
fcis-29529	30	19	of	of	ADP
fcis-29529	30	20	disease	disease	NOUN
fcis-29529	30	21	is	be	AUX
fcis-29529	30	22	a	a	DET
fcis-29529	30	23	complex	complex	ADJ
fcis-29529	30	24	process	process	NOUN
fcis-29529	30	25	that	that	PRON
fcis-29529	30	26	is	be	AUX
fcis-29529	30	27	influenced	influence	VERB
fcis-29529	30	28	by	by	ADP
fcis-29529	30	29	a	a	DET
fcis-29529	30	30	variety	variety	NOUN
fcis-29529	30	31	of	of	ADP
fcis-29529	30	32	factors	factor	NOUN
fcis-29529	30	33	intertwined	intertwine	VERB
fcis-29529	30	34	with	with	ADP
fcis-29529	30	35	each	each	DET
fcis-29529	30	36	other	other	ADJ
fcis-29529	30	37	.	.	PUNCT
fcis-29529	31	1	however	however	ADV
fcis-29529	31	2	,	,	PUNCT
fcis-29529	31	3	current	current	ADJ
fcis-29529	31	4	intelligent	intelligent	ADJ
fcis-29529	31	5	discursive	discursive	ADJ
fcis-29529	31	6	models	model	NOUN
fcis-29529	31	7	usually	usually	ADV
fcis-29529	31	8	focus	focus	VERB
fcis-29529	31	9	only	only	ADV
fcis-29529	31	10	on	on	ADP
fcis-29529	31	11	a	a	DET
fcis-29529	31	12	specific	specific	ADJ
fcis-29529	31	13	few	few	ADJ
fcis-29529	31	14	factors	factor	NOUN
fcis-29529	31	15	in	in	ADP
fcis-29529	31	16	this	this	DET
fcis-29529	31	17	process	process	NOUN
fcis-29529	31	18	,	,	PUNCT
fcis-29529	31	19	ignoring	ignore	VERB
fcis-29529	31	20	other	other	ADJ
fcis-29529	31	21	factors	factor	NOUN
fcis-29529	31	22	that	that	PRON
fcis-29529	31	23	may	may	AUX
fcis-29529	31	24	have	have	VERB
fcis-29529	31	25	an	an	DET
fcis-29529	31	26	impact	impact	NOUN
fcis-29529	31	27	on	on	ADP
fcis-29529	31	28	the	the	DET
fcis-29529	31	29	diagnostic	diagnostic	ADJ
fcis-29529	31	30	outcome	outcome	NOUN
fcis-29529	31	31	.	.	PUNCT
fcis-29529	32	1	this	this	DET
fcis-29529	32	2	simplification	simplification	NOUN
fcis-29529	32	3	reduces	reduce	VERB
fcis-29529	32	4	the	the	DET
fcis-29529	32	5	complexity	complexity	NOUN
fcis-29529	32	6	of	of	ADP
fcis-29529	32	7	the	the	DET
fcis-29529	32	8	model	model	NOUN
fcis-29529	32	9	,	,	PUNCT
fcis-29529	32	10	but	but	CCONJ
fcis-29529	32	11	at	at	ADP
fcis-29529	32	12	the	the	DET
fcis-29529	32	13	same	same	ADJ
fcis-29529	32	14	time	time	NOUN
fcis-29529	32	15	reduces	reduce	VERB
fcis-29529	32	16	the	the	DET
fcis-29529	32	17	general	general	ADJ
fcis-29529	32	18	applicability	applicability	NOUN
fcis-29529	32	19	of	of	ADP
fcis-29529	32	20	the	the	DET
fcis-29529	32	21	model	model	NOUN
fcis-29529	32	22	.	.	PUNCT
fcis-29529	33	1	in	in	ADP
fcis-29529	33	2	a	a	DET
fcis-29529	33	3	real	real	ADJ
fcis-29529	33	4	clinical	clinical	ADJ
fcis-29529	33	5	setting	setting	NOUN
fcis-29529	33	6	,	,	PUNCT
fcis-29529	33	7	doctors	doctor	NOUN
fcis-29529	33	8	need	need	VERB
fcis-29529	33	9	to	to	PART
fcis-29529	33	10	consider	consider	VERB
fcis-29529	33	11	all	all	DET
fcis-29529	33	12	factors	factor	NOUN
fcis-29529	33	13	comprehensively	comprehensively	ADV
fcis-29529	33	14	to	to	PART
fcis-29529	33	15	conduct	conduct	VERB
fcis-29529	33	16	accurate	accurate	ADJ
fcis-29529	33	17	evidence	evidence	NOUN
fcis-29529	33	18	analysis	analysis	NOUN
fcis-29529	33	19	,	,	PUNCT
fcis-29529	33	20	rather	rather	ADV
fcis-29529	33	21	than	than	ADP
fcis-29529	33	22	relying	rely	VERB
fcis-29529	33	23	solely	solely	ADV
fcis-29529	33	24	on	on	ADP
fcis-29529	33	25	a	a	DET
fcis-29529	33	26	few	few	ADJ
fcis-29529	33	27	predefined	predefine	VERB
fcis-29529	33	28	and	and	CCONJ
fcis-29529	33	29	fixed	fix	VERB
fcis-29529	33	30	evidence	evidence	NOUN
fcis-29529	33	31	patterns	pattern	NOUN
fcis-29529	33	32	[	[	X
fcis-29529	33	33	5	5	NUM
fcis-29529	33	34	]	]	PUNCT
fcis-29529	33	35	.	.	PUNCT
fcis-29529	34	1	2.3	2.3	NUM
fcis-29529	34	2	.	.	PUNCT
fcis-29529	35	1	insufficient	insufficient	ADJ
fcis-29529	35	2	interpretability	interpretability	NOUN
fcis-29529	35	3	of	of	ADP
fcis-29529	35	4	tcm	tcm	PROPN
fcis-29529	35	5	diagnostic	diagnostic	ADJ
fcis-29529	35	6	models	model	NOUN
fcis-29529	35	7	the	the	DET
fcis-29529	35	8	process	process	NOUN
fcis-29529	35	9	of	of	ADP
fcis-29529	35	10	discernment	discernment	NOUN
fcis-29529	35	11	in	in	ADP
fcis-29529	35	12	chinese	chinese	ADJ
fcis-29529	35	13	medicine	medicine	NOUN
fcis-29529	35	14	usually	usually	ADV
fcis-29529	35	15	involves	involve	VERB
fcis-29529	35	16	complex	complex	ADJ
fcis-29529	35	17	logical	logical	ADJ
fcis-29529	35	18	reasoning	reasoning	NOUN
fcis-29529	35	19	and	and	CCONJ
fcis-29529	35	20	rich	rich	ADJ
fcis-29529	35	21	practical	practical	ADJ
fcis-29529	35	22	experience	experience	NOUN
fcis-29529	35	23	,	,	PUNCT
fcis-29529	35	24	and	and	CCONJ
fcis-29529	35	25	current	current	ADJ
fcis-29529	35	26	intelligent	intelligent	ADJ
fcis-29529	35	27	discernment	discernment	NOUN
fcis-29529	35	28	models	model	NOUN
fcis-29529	35	29	are	be	AUX
fcis-29529	35	30	significantly	significantly	ADV
fcis-29529	35	31	deficient	deficient	ADJ
fcis-29529	35	32	in	in	ADP
fcis-29529	35	33	terms	term	NOUN
fcis-29529	35	34	of	of	ADP
fcis-29529	35	35	interpretability	interpretability	NOUN
fcis-29529	35	36	.	.	PUNCT
fcis-29529	36	1	in	in	ADP
fcis-29529	36	2	addition	addition	NOUN
fcis-29529	36	3	,	,	PUNCT
fcis-29529	36	4	since	since	SCONJ
fcis-29529	36	5	most	most	ADJ
fcis-29529	36	6	of	of	ADP
fcis-29529	36	7	these	these	DET
fcis-29529	36	8	models	model	NOUN
fcis-29529	36	9	are	be	AUX
fcis-29529	36	10	designed	design	VERB
fcis-29529	36	11	based	base	VERB
fcis-29529	36	12	on	on	ADP
fcis-29529	36	13	different	different	ADJ
fcis-29529	36	14	schools	school	NOUN
fcis-29529	36	15	of	of	ADP
fcis-29529	36	16	expert	expert	NOUN
fcis-29529	36	17	thinking	thinking	NOUN
fcis-29529	36	18	,	,	PUNCT
fcis-29529	36	19	there	there	PRON
fcis-29529	36	20	are	be	VERB
fcis-29529	36	21	differences	difference	NOUN
fcis-29529	36	22	in	in	ADP
fcis-29529	36	23	interpretation	interpretation	NOUN
fcis-29529	36	24	between	between	ADP
fcis-29529	36	25	different	different	ADJ
fcis-29529	36	26	models	model	NOUN
fcis-29529	36	27	.	.	PUNCT
fcis-29529	37	1	currently	currently	ADV
fcis-29529	37	2	,	,	PUNCT
fcis-29529	37	3	the	the	DET
fcis-29529	37	4	vast	vast	ADJ
fcis-29529	37	5	majority	majority	NOUN
fcis-29529	37	6	of	of	ADP
fcis-29529	37	7	intelligent	intelligent	ADJ
fcis-29529	37	8	tcm	tcm	PROPN
fcis-29529	37	9	discernment	discernment	PROPN
fcis-29529	37	10	studies	study	NOUN
fcis-29529	37	11	rely	rely	VERB
fcis-29529	37	12	on	on	ADP
fcis-29529	37	13	machine	machine	NOUN
fcis-29529	37	14	learning	learning	NOUN
fcis-29529	37	15	and	and	CCONJ
fcis-29529	37	16	deep	deep	ADJ
fcis-29529	37	17	learning	learning	NOUN
fcis-29529	37	18	models	model	NOUN
fcis-29529	37	19	.	.	PUNCT
fcis-29529	38	1	however	however	ADV
fcis-29529	38	2	,	,	PUNCT
fcis-29529	38	3	due	due	ADP
fcis-29529	38	4	to	to	ADP
fcis-29529	38	5	the	the	DET
fcis-29529	38	6	complexity	complexity	NOUN
fcis-29529	38	7	and	and	CCONJ
fcis-29529	38	8	opacity	opacity	NOUN
fcis-29529	38	9	of	of	ADP
fcis-29529	38	10	the	the	DET
fcis-29529	38	11	internal	internal	ADJ
fcis-29529	38	12	workings	working	NOUN
fcis-29529	38	13	of	of	ADP
fcis-29529	38	14	these	these	DET
fcis-29529	38	15	models	model	NOUN
fcis-29529	38	16	,	,	PUNCT
fcis-29529	38	17	it	it	PRON
fcis-29529	38	18	is	be	AUX
fcis-29529	38	19	difficult	difficult	ADJ
fcis-29529	38	20	to	to	PART
fcis-29529	38	21	explain	explain	VERB
fcis-29529	38	22	their	their	PRON
fcis-29529	38	23	decision	decision	NOUN
fcis-29529	38	24	-	-	PUNCT
fcis-29529	38	25	making	make	VERB
fcis-29529	38	26	process	process	NOUN
fcis-29529	38	27	,	,	PUNCT
fcis-29529	38	28	which	which	PRON
fcis-29529	38	29	often	often	ADV
fcis-29529	38	30	exhibits	exhibit	VERB
fcis-29529	38	31	"	"	PUNCT
fcis-29529	38	32	black	black	ADJ
fcis-29529	38	33	box	box	NOUN
fcis-29529	38	34	"	"	PUNCT
fcis-29529	38	35	characteristics	characteristic	NOUN
fcis-29529	38	36	.	.	PUNCT
fcis-29529	39	1	this	this	PRON
fcis-29529	39	2	is	be	AUX
fcis-29529	39	3	difficult	difficult	ADJ
fcis-29529	39	4	for	for	SCONJ
fcis-29529	39	5	non	non	NOUN
fcis-29529	39	6	-	-	NOUN
fcis-29529	39	7	specialists	specialist	NOUN
fcis-29529	39	8	to	to	PART
fcis-29529	39	9	understand	understand	VERB
fcis-29529	39	10	.	.	PUNCT
fcis-29529	40	1	this	this	PRON
fcis-29529	40	2	makes	make	VERB
fcis-29529	40	3	it	it	PRON
fcis-29529	40	4	difficult	difficult	ADJ
fcis-29529	40	5	for	for	SCONJ
fcis-29529	40	6	doctors	doctor	NOUN
fcis-29529	40	7	to	to	PART
fcis-29529	40	8	understand	understand	VERB
fcis-29529	40	9	why	why	SCONJ
fcis-29529	40	10	the	the	DET
fcis-29529	40	11	models	model	NOUN
fcis-29529	40	12	make	make	VERB
fcis-29529	40	13	the	the	DET
fcis-29529	40	14	judgements	judgement	NOUN
fcis-29529	40	15	they	they	PRON
fcis-29529	40	16	do	do	VERB
fcis-29529	40	17	when	when	SCONJ
fcis-29529	40	18	outputting	outputting	NOUN
fcis-29529	40	19	results	result	NOUN
fcis-29529	40	20	,	,	PUNCT
fcis-29529	40	21	which	which	PRON
fcis-29529	40	22	reduces	reduce	VERB
fcis-29529	40	23	the	the	DET
fcis-29529	40	24	acceptability	acceptability	NOUN
fcis-29529	40	25	of	of	ADP
fcis-29529	40	26	the	the	DET
fcis-29529	40	27	models	model	NOUN
fcis-29529	40	28	.	.	PUNCT
fcis-29529	41	1	3	3	X
fcis-29529	41	2	.	.	X
fcis-29529	41	3	construction	construction	NOUN
fcis-29529	41	4	of	of	ADP
fcis-29529	41	5	a	a	DET
fcis-29529	41	6	diagnostic	diagnostic	ADJ
fcis-29529	41	7	model	model	NOUN
fcis-29529	41	8	for	for	ADP
fcis-29529	41	9	tcm	tcm	PROPN
fcis-29529	41	10	3.1	3.1	NUM
fcis-29529	41	11	.	.	PUNCT
fcis-29529	41	12	base	base	NOUN
fcis-29529	41	13	models	model	NOUN
fcis-29529	41	14	among	among	ADP
fcis-29529	41	15	many	many	ADJ
fcis-29529	41	16	domestic	domestic	ADJ
fcis-29529	41	17	open	open	ADJ
fcis-29529	41	18	-	-	PUNCT
fcis-29529	41	19	source	source	NOUN
fcis-29529	41	20	big	big	ADJ
fcis-29529	41	21	models	model	NOUN
fcis-29529	41	22	,	,	PUNCT
fcis-29529	41	23	tsinghua	tsinghua	PROPN
fcis-29529	41	24	university	university	PROPN
fcis-29529	41	25	,	,	PUNCT
fcis-29529	41	26	in	in	ADP
fcis-29529	41	27	conjunction	conjunction	NOUN
fcis-29529	41	28	with	with	ADP
fcis-29529	41	29	wisdom	wisdom	NOUN
fcis-29529	41	30	spectrum	spectrum	NOUN
fcis-29529	41	31	ai	ai	VERB
fcis-29529	41	32	,	,	PUNCT
fcis-29529	41	33	has	have	AUX
fcis-29529	41	34	attracted	attract	VERB
fcis-29529	41	35	a	a	DET
fcis-29529	41	36	lot	lot	NOUN
fcis-29529	41	37	of	of	ADP
fcis-29529	41	38	attention	attention	NOUN
fcis-29529	41	39	for	for	ADP
fcis-29529	41	40	the	the	DET
fcis-29529	41	41	launch	launch	NOUN
fcis-29529	41	42	of	of	ADP
fcis-29529	41	43	its	its	PRON
fcis-29529	41	44	fully	fully	ADV
fcis-29529	41	45	selfdeveloped	selfdevelope	VERB
fcis-29529	41	46	third	third	ADJ
fcis-29529	41	47	-	-	PUNCT
fcis-29529	41	48	generation	generation	NOUN
fcis-29529	41	49	base	base	NOUN
fcis-29529	41	50	big	big	ADJ
fcis-29529	41	51	model	model	NOUN
fcis-29529	41	52	,	,	PUNCT
fcis-29529	41	53	chatglm3	chatglm3	ADJ
fcis-29529	41	54	,	,	PUNCT
fcis-29529	41	55	at	at	ADP
fcis-29529	41	56	the	the	DET
fcis-29529	41	57	china	china	PROPN
fcis-29529	41	58	computer	computer	PROPN
fcis-29529	41	59	congress	congress	PROPN
fcis-29529	41	60	(	(	PUNCT
fcis-29529	41	61	cncc	cncc	ADJ
fcis-29529	41	62	)	)	PUNCT
fcis-29529	41	63	.	.	PUNCT
fcis-29529	42	1	compared	compare	VERB
fcis-29529	42	2	with	with	ADP
fcis-29529	42	3	the	the	DET
fcis-29529	42	4	previous	previous	ADJ
fcis-29529	42	5	version	version	NOUN
fcis-29529	42	6	,	,	PUNCT
fcis-29529	42	7	chatglm3	chatglm3	NOUN
fcis-29529	42	8	adopts	adopt	VERB
fcis-29529	42	9	diverse	diverse	ADJ
fcis-29529	42	10	training	training	NOUN
fcis-29529	42	11	data	datum	NOUN
fcis-29529	42	12	and	and	CCONJ
fcis-29529	42	13	reasonable	reasonable	ADJ
fcis-29529	42	14	training	training	NOUN
fcis-29529	42	15	strategies	strategy	NOUN
fcis-29529	42	16	,	,	PUNCT
fcis-29529	42	17	and	and	CCONJ
fcis-29529	42	18	shows	show	VERB
fcis-29529	42	19	excellent	excellent	ADJ
fcis-29529	42	20	capabilities	capability	NOUN
fcis-29529	42	21	in	in	ADP
fcis-29529	42	22	multiple	multiple	ADJ
fcis-29529	42	23	domains	domain	NOUN
fcis-29529	42	24	such	such	ADJ
fcis-29529	42	25	as	as	ADP
fcis-29529	42	26	semantics	semantic	NOUN
fcis-29529	42	27	,	,	PUNCT
fcis-29529	42	28	mathematics	mathematic	NOUN
fcis-29529	42	29	,	,	PUNCT
fcis-29529	42	30	reasoning	reasoning	NOUN
fcis-29529	42	31	,	,	PUNCT
fcis-29529	42	32	code	code	NOUN
fcis-29529	42	33	,	,	PUNCT
fcis-29529	42	34	and	and	CCONJ
fcis-29529	42	35	knowledge	knowledge	NOUN
fcis-29529	42	36	.	.	PUNCT
fcis-29529	43	1	this	this	DET
fcis-29529	43	2	comprehensive	comprehensive	ADJ
fcis-29529	43	3	knowledge	knowledge	NOUN
fcis-29529	43	4	understanding	understanding	NOUN
fcis-29529	43	5	and	and	CCONJ
fcis-29529	43	6	application	application	NOUN
fcis-29529	43	7	capability	capability	NOUN
fcis-29529	43	8	provides	provide	VERB
fcis-29529	43	9	a	a	DET
fcis-29529	43	10	solid	solid	ADJ
fcis-29529	43	11	foundation	foundation	NOUN
fcis-29529	43	12	for	for	ADP
fcis-29529	43	13	the	the	DET
fcis-29529	43	14	tcm	tcm	PROPN
fcis-29529	43	15	big	big	PROPN
fcis-29529	43	16	model	model	PROPN
fcis-29529	43	17	,	,	PUNCT
fcis-29529	43	18	making	make	VERB
fcis-29529	43	19	it	it	PRON
fcis-29529	43	20	more	more	ADV
fcis-29529	43	21	accurate	accurate	ADJ
fcis-29529	43	22	and	and	CCONJ
fcis-29529	43	23	efficient	efficient	ADJ
fcis-29529	43	24	in	in	ADP
fcis-29529	43	25	handling	handle	VERB
fcis-29529	43	26	complex	complex	ADJ
fcis-29529	43	27	tcm	tcm	PROPN
fcis-29529	43	28	knowledge	knowledge	NOUN
fcis-29529	43	29	quizzes	quiz	NOUN
fcis-29529	43	30	.	.	PUNCT
fcis-29529	44	1	compared	compare	VERB
fcis-29529	44	2	with	with	ADP
fcis-29529	44	3	chatgpt	chatgpt	NOUN
fcis-29529	44	4	,	,	PUNCT
fcis-29529	44	5	chatglm3	chatglm3	PROPN
fcis-29529	44	6	's	's	PART
fcis-29529	44	7	full	full	ADJ
fcis-29529	44	8	open	open	ADJ
fcis-29529	44	9	source	source	NOUN
fcis-29529	44	10	enables	enable	VERB
fcis-29529	44	11	it	it	PRON
fcis-29529	44	12	to	to	PART
fcis-29529	44	13	be	be	AUX
fcis-29529	44	14	deployed	deploy	VERB
fcis-29529	44	15	locally	locally	ADV
fcis-29529	44	16	without	without	ADP
fcis-29529	44	17	the	the	DET
fcis-29529	44	18	limitation	limitation	NOUN
fcis-29529	44	19	of	of	ADP
fcis-29529	44	20	the	the	DET
fcis-29529	44	21	number	number	NOUN
fcis-29529	44	22	of	of	ADP
fcis-29529	44	23	apis	apis	PROPN
fcis-29529	44	24	provided	provide	VERB
fcis-29529	44	25	by	by	ADP
fcis-29529	44	26	enterprises	enterprise	NOUN
fcis-29529	44	27	.	.	PUNCT
fcis-29529	45	1	in	in	ADP
fcis-29529	45	2	addition	addition	NOUN
fcis-29529	45	3	,	,	PUNCT
fcis-29529	45	4	chatglm3	chatglm3	NOUN
fcis-29529	45	5	is	be	AUX
fcis-29529	45	6	specifically	specifically	ADV
fcis-29529	45	7	designed	design	VERB
fcis-29529	45	8	for	for	ADP
fcis-29529	45	9	dialogue	dialogue	NOUN
fcis-29529	45	10	tasks	task	NOUN
fcis-29529	45	11	and	and	CCONJ
fcis-29529	45	12	is	be	AUX
fcis-29529	45	13	capable	capable	ADJ
fcis-29529	45	14	of	of	ADP
fcis-29529	45	15	generating	generate	VERB
fcis-29529	45	16	smooth	smooth	ADJ
fcis-29529	45	17	and	and	CCONJ
fcis-29529	45	18	natural	natural	ADJ
fcis-29529	45	19	dialogue	dialogue	NOUN
fcis-29529	45	20	responses	response	NOUN
fcis-29529	45	21	.	.	PUNCT
fcis-29529	46	1	for	for	ADP
fcis-29529	46	2	the	the	DET
fcis-29529	46	3	chinese	chinese	ADJ
fcis-29529	46	4	medicine	medicine	PROPN
fcis-29529	46	5	big	big	ADJ
fcis-29529	46	6	model	model	NOUN
fcis-29529	46	7	,	,	PUNCT
fcis-29529	46	8	it	it	PRON
fcis-29529	46	9	is	be	AUX
fcis-29529	46	10	very	very	ADV
fcis-29529	46	11	important	important	ADJ
fcis-29529	46	12	to	to	PART
fcis-29529	46	13	be	be	AUX
fcis-29529	46	14	able	able	ADJ
fcis-29529	46	15	to	to	PART
fcis-29529	46	16	interact	interact	VERB
fcis-29529	46	17	with	with	ADP
fcis-29529	46	18	users	user	NOUN
fcis-29529	46	19	effectively	effectively	ADV
fcis-29529	46	20	and	and	CCONJ
fcis-29529	46	21	provide	provide	VERB
fcis-29529	46	22	user	user	NOUN
fcis-29529	46	23	-	-	PUNCT
fcis-29529	46	24	friendly	friendly	ADJ
fcis-29529	46	25	consulting	consulting	NOUN
fcis-29529	46	26	services	service	NOUN
fcis-29529	46	27	.	.	PUNCT
fcis-29529	47	1	considering	consider	VERB
fcis-29529	47	2	the	the	DET
fcis-29529	47	3	above	above	ADJ
fcis-29529	47	4	factors	factor	NOUN
fcis-29529	47	5	,	,	PUNCT
fcis-29529	47	6	the	the	DET
fcis-29529	47	7	private	private	ADJ
fcis-29529	47	8	deployment	deployment	NOUN
fcis-29529	47	9	of	of	ADP
fcis-29529	47	10	chatglm3	chatglm3	NOUN
fcis-29529	47	11	is	be	AUX
fcis-29529	47	12	chosen	choose	VERB
fcis-29529	47	13	as	as	ADP
fcis-29529	47	14	the	the	DET
fcis-29529	47	15	base	base	NOUN
fcis-29529	47	16	model	model	NOUN
fcis-29529	47	17	for	for	ADP
fcis-29529	47	18	this	this	DET
fcis-29529	47	19	study	study	NOUN
fcis-29529	47	20	to	to	PART
fcis-29529	47	21	explore	explore	VERB
fcis-29529	47	22	its	its	PRON
fcis-29529	47	23	application	application	NOUN
fcis-29529	47	24	value	value	NOUN
fcis-29529	47	25	in	in	ADP
fcis-29529	47	26	the	the	DET
fcis-29529	47	27	field	field	NOUN
fcis-29529	47	28	of	of	ADP
fcis-29529	47	29	tcm	tcm	PROPN
fcis-29529	48	1	[	[	X
fcis-29529	48	2	6	6	NUM
fcis-29529	48	3	]	]	PUNCT
fcis-29529	48	4	.	.	PUNCT
fcis-29529	49	1	3.2	3.2	NUM
fcis-29529	49	2	.	.	PUNCT
fcis-29529	50	1	datasets	dataset	VERB
fcis-29529	50	2	the	the	DET
fcis-29529	50	3	data	data	NOUN
fcis-29529	50	4	source	source	NOUN
fcis-29529	50	5	of	of	ADP
fcis-29529	50	6	this	this	DET
fcis-29529	50	7	article	article	NOUN
fcis-29529	50	8	is	be	AUX
fcis-29529	50	9	alicloud	alicloud	PROPN
fcis-29529	50	10	tianchi	tianchi	PROPN
fcis-29529	50	11	open	open	ADJ
fcis-29529	50	12	source	source	NOUN
fcis-29529	50	13	tcm	tcm	PROPN
fcis-29529	50	14	-	-	PUNCT
fcis-29529	50	15	sd	sd	NOUN
fcis-29529	50	16	tcm	tcm	PROPN
fcis-29529	50	17	domain	domain	NOUN
fcis-29529	50	18	identification	identification	NOUN
fcis-29529	50	19	data	datum	NOUN
fcis-29529	50	20	(	(	PUNCT
fcis-29529	50	21	https://tianchi.aliyun.com/dataset/139034	https://tianchi.aliyun.com/dataset/139034	PROPN
fcis-29529	50	22	)	)	PUNCT
fcis-29529	50	23	,	,	PUNCT
fcis-29529	50	24	tcm	tcm	PROPN
fcis-29529	50	25	-	-	PUNCT
fcis-29529	50	26	sd	sd	PROPN
fcis-29529	50	27	is	be	AUX
fcis-29529	50	28	the	the	DET
fcis-29529	50	29	first	first	ADJ
fcis-29529	50	30	open	open	ADJ
fcis-29529	50	31	,	,	PUNCT
fcis-29529	50	32	real	real	ADJ
fcis-29529	50	33	-	-	PUNCT
fcis-29529	50	34	scene	scene	NOUN
fcis-29529	50	35	collected	collect	VERB
fcis-29529	50	36	tcm	tcm	PROPN
fcis-29529	50	37	identification	identification	NOUN
fcis-29529	50	38	dataset	dataset	NOUN
fcis-29529	50	39	,	,	PUNCT
fcis-29529	50	40	which	which	PRON
fcis-29529	50	41	aims	aim	VERB
fcis-29529	50	42	to	to	PART
fcis-29529	50	43	solve	solve	VERB
fcis-29529	50	44	the	the	DET
fcis-29529	50	45	tcm	tcm	PROPN
fcis-29529	50	46	identification	identification	NOUN
fcis-29529	50	47	problem	problem	NOUN
fcis-29529	50	48	by	by	ADP
fcis-29529	50	49	using	use	VERB
fcis-29529	50	50	natural	natural	ADJ
fcis-29529	50	51	language	language	NOUN
fcis-29529	50	52	processing	processing	NOUN
fcis-29529	50	53	technology	technology	NOUN
fcis-29529	50	54	,	,	PUNCT
fcis-29529	50	55	and	and	CCONJ
fcis-29529	50	56	explore	explore	VERB
fcis-29529	50	57	the	the	DET
fcis-29529	50	58	latent	latent	NOUN
fcis-29529	50	59	scientific	scientific	ADJ
fcis-29529	50	60	basis	basis	NOUN
fcis-29529	50	61	behind	behind	ADP
fcis-29529	50	62	the	the	DET
fcis-29529	50	63	tcm	tcm	PROPN
fcis-29529	50	64	identification	identification	NOUN
fcis-29529	50	65	theory	theory	NOUN
fcis-29529	50	66	,	,	PUNCT
fcis-29529	50	67	based	base	VERB
fcis-29529	50	68	on	on	ADP
fcis-29529	50	69	the	the	DET
fcis-29529	50	70	existing	exist	VERB
fcis-29529	50	71	dataset	dataset	NOUN
fcis-29529	50	72	,	,	PUNCT
fcis-29529	50	73	tcm	tcm	PROPN
fcis-29529	50	74	-	-	PUNCT
fcis-29529	50	75	sd	sd	NOUN
fcis-29529	50	76	performs	perform	VERB
fcis-29529	50	77	a	a	DET
fcis-29529	50	78	secondary	secondary	ADJ
fcis-29529	50	79	optimisation	optimisation	NOUN
fcis-29529	50	80	of	of	ADP
fcis-29529	50	81	the	the	DET
fcis-29529	50	82	data	datum	NOUN
fcis-29529	50	83	through	through	ADP
fcis-29529	50	84	the	the	DET
fcis-29529	50	85	two	two	NUM
fcis-29529	50	86	phases	phase	NOUN
fcis-29529	50	87	of	of	ADP
fcis-29529	50	88	commanded	commanded	ADJ
fcis-29529	50	89	data	datum	NOUN
fcis-29529	50	90	filtering	filter	VERB
fcis-29529	50	91	-	-	PUNCT
fcis-29529	50	92	commanded	command	VERB
fcis-29529	50	93	data	data	NOUN
fcis-29529	50	94	integration	integration	NOUN
fcis-29529	50	95	,	,	PUNCT
fcis-29529	50	96	and	and	CCONJ
fcis-29529	50	97	the	the	DET
fcis-29529	50	98	optimisation	optimisation	NOUN
fcis-29529	50	99	of	of	ADP
fcis-29529	50	100	the	the	DET
fcis-29529	50	101	data	data	NOUN
fcis-29529	50	102	involves	involve	VERB
fcis-29529	50	103	the	the	DET
fcis-29529	50	104	optimisation	optimisation	NOUN
fcis-29529	50	105	of	of	ADP
fcis-29529	50	106	data	datum	NOUN
fcis-29529	50	107	involves	involve	VERB
fcis-29529	50	108	multiple	multiple	ADJ
fcis-29529	50	109	steps	step	NOUN
fcis-29529	50	110	,	,	PUNCT
fcis-29529	50	111	including	include	VERB
fcis-29529	50	112	but	but	CCONJ
fcis-29529	50	113	not	not	PART
fcis-29529	50	114	limited	limit	VERB
fcis-29529	50	115	to	to	ADP
fcis-29529	50	116	data	data	NOUN
fcis-29529	50	117	collection	collection	NOUN
fcis-29529	50	118	,	,	PUNCT
fcis-29529	50	119	data	datum	NOUN
fcis-29529	50	120	preprocessing	preprocessing	NOUN
fcis-29529	50	121	,	,	PUNCT
fcis-29529	50	122	and	and	CCONJ
fcis-29529	50	123	data	datum	NOUN
fcis-29529	50	124	annotation	annotation	NOUN
fcis-29529	50	125	.	.	PUNCT
fcis-29529	51	1	the	the	DET
fcis-29529	51	2	general	general	ADJ
fcis-29529	51	3	steps	step	NOUN
fcis-29529	51	4	for	for	ADP
fcis-29529	51	5	constructing	construct	VERB
fcis-29529	51	6	such	such	DET
fcis-29529	51	7	a	a	DET
fcis-29529	51	8	dataset	dataset	NOUN
fcis-29529	51	9	are	be	AUX
fcis-29529	51	10	shown	show	VERB
fcis-29529	51	11	in	in	ADP
fcis-29529	51	12	figure	figure	NOUN
fcis-29529	51	13	1	1	NUM
fcis-29529	51	14	.	.	PUNCT
fcis-29529	51	15	fig	fig	PROPN
fcis-29529	51	16	1	1	NUM
fcis-29529	51	17	.	.	PUNCT
fcis-29529	52	1	flowchart	flowchart	NOUN
fcis-29529	52	2	of	of	ADP
fcis-29529	52	3	dataset	dataset	ADJ
fcis-29529	52	4	construction	construction	NOUN
fcis-29529	52	5	the	the	DET
fcis-29529	52	6	dataset	dataset	NOUN
fcis-29529	52	7	is	be	AUX
fcis-29529	52	8	divided	divide	VERB
fcis-29529	52	9	into	into	ADP
fcis-29529	52	10	training	training	NOUN
fcis-29529	52	11	,	,	PUNCT
fcis-29529	52	12	validation	validation	NOUN
fcis-29529	52	13	and	and	CCONJ
fcis-29529	52	14	test	test	NOUN
fcis-29529	52	15	sets	set	NOUN
fcis-29529	52	16	,	,	PUNCT
fcis-29529	52	17	and	and	CCONJ
fcis-29529	52	18	the	the	DET
fcis-29529	52	19	division	division	NOUN
fcis-29529	52	20	ratio	ratio	NOUN
fcis-29529	52	21	used	use	VERB
fcis-29529	52	22	is	be	AUX
fcis-29529	52	23	80	80	NUM
fcis-29529	52	24	%	%	NOUN
fcis-29529	52	25	of	of	ADP
fcis-29529	52	26	the	the	DET
fcis-29529	52	27	data	datum	NOUN
fcis-29529	52	28	for	for	ADP
fcis-29529	52	29	training	training	NOUN
fcis-29529	52	30	,	,	PUNCT
fcis-29529	52	31	10	10	NUM
fcis-29529	52	32	%	%	NOUN
fcis-29529	52	33	for	for	ADP
fcis-29529	52	34	validation	validation	NOUN
fcis-29529	52	35	and	and	CCONJ
fcis-29529	52	36	10	10	NUM
fcis-29529	52	37	%	%	NOUN
fcis-29529	52	38	for	for	ADP
fcis-29529	52	39	testing	testing	NOUN
fcis-29529	52	40	.	.	PUNCT
fcis-29529	53	1	finally	finally	ADV
fcis-29529	53	2	,	,	PUNCT
fcis-29529	53	3	the	the	DET
fcis-29529	53	4	dataset	dataset	NOUN
fcis-29529	53	5	is	be	AUX
fcis-29529	53	6	formatted	format	VERB
fcis-29529	53	7	and	and	CCONJ
fcis-29529	53	8	divided	divide	VERB
fcis-29529	53	9	into	into	ADP
fcis-29529	53	10	training	training	NOUN
fcis-29529	53	11	dataset	dataset	NOUN
fcis-29529	53	12	of	of	ADP
fcis-29529	53	13	41180	41180	NUM
fcis-29529	53	14	entries	entry	NOUN
fcis-29529	53	15	and	and	CCONJ
fcis-29529	53	16	test	test	NOUN
fcis-29529	53	17	and	and	CCONJ
fcis-29529	53	18	validation	validation	NOUN
fcis-29529	53	19	sets	set	NOUN
fcis-29529	53	20	of	of	ADP
fcis-29529	53	21	5485	5485	NUM
fcis-29529	53	22	entries	entry	NOUN
fcis-29529	53	23	,	,	PUNCT
fcis-29529	53	24	where	where	SCONJ
fcis-29529	53	25	some	some	PRON
fcis-29529	53	26	of	of	ADP
fcis-29529	53	27	the	the	DET
fcis-29529	53	28	training	training	NOUN
fcis-29529	53	29	data	datum	NOUN
fcis-29529	53	30	examples	example	NOUN
fcis-29529	53	31	are	be	AUX
fcis-29529	53	32	shown	show	VERB
fcis-29529	53	33	in	in	ADP
fcis-29529	53	34	table	table	NOUN
fcis-29529	53	35	1	1	NUM
fcis-29529	53	36	.	.	PUNCT
fcis-29529	54	1	in	in	ADP
fcis-29529	54	2	order	order	NOUN
fcis-29529	54	3	to	to	PART
fcis-29529	54	4	improve	improve	VERB
fcis-29529	54	5	the	the	DET
fcis-29529	54	6	understanding	understanding	NOUN
fcis-29529	54	7	and	and	CCONJ
fcis-29529	54	8	application	application	NOUN
fcis-29529	54	9	of	of	ADP
fcis-29529	54	10	large	large	ADJ
fcis-29529	54	11	-	-	PUNCT
fcis-29529	54	12	scale	scale	NOUN
fcis-29529	54	13	models	model	NOUN
fcis-29529	54	14	in	in	ADP
fcis-29529	54	15	the	the	DET
fcis-29529	54	16	field	field	NOUN
fcis-29529	54	17	of	of	ADP
fcis-29529	54	18	tcm	tcm	PROPN
fcis-29529	54	19	in	in	ADP
fcis-29529	54	20	order	order	NOUN
fcis-29529	54	21	to	to	PART
fcis-29529	54	22	provide	provide	VERB
fcis-29529	54	23	more	more	ADV
fcis-29529	54	24	accurate	accurate	ADJ
fcis-29529	54	25	results	result	NOUN
fcis-29529	54	26	,	,	PUNCT
fcis-29529	54	27	this	this	DET
fcis-29529	54	28	study	study	NOUN
fcis-29529	54	29	collects	collect	VERB
fcis-29529	54	30	a	a	DET
fcis-29529	54	31	total	total	NOUN
fcis-29529	54	32	of	of	ADP
fcis-29529	54	33	1,027	1,027	NUM
fcis-29529	54	34	tcm	tcm	PROPN
fcis-29529	54	35	evidence	evidence	NOUN
fcis-29529	54	36	definitions	definition	VERB
fcis-29529	54	37	datasets	dataset	NOUN
fcis-29529	54	38	,	,	PUNCT
fcis-29529	54	39	of	of	ADP
fcis-29529	54	40	which	which	PRON
fcis-29529	54	41	some	some	PRON
fcis-29529	54	42	of	of	ADP
fcis-29529	54	43	the	the	DET
fcis-29529	54	44	tcm	tcm	PROPN
fcis-29529	54	45	evidence	evidence	NOUN
fcis-29529	54	46	definitions	definition	NOUN
fcis-29529	54	47	are	be	AUX
fcis-29529	54	48	shown	show	VERB
fcis-29529	54	49	in	in	ADP
fcis-29529	54	50	table	table	NOUN
fcis-29529	54	51	2	2	NUM
fcis-29529	54	52	.	.	PUNCT
fcis-29529	54	53	through	through	ADP
fcis-29529	54	54	in	in	ADP
fcis-29529	54	55	-	-	PUNCT
fcis-29529	54	56	depth	depth	NOUN
fcis-29529	54	57	learning	learning	NOUN
fcis-29529	54	58	of	of	ADP
fcis-29529	54	59	the	the	DET
fcis-29529	54	60	tcm	tcm	PROPN
fcis-29529	54	61	domain	domain	NOUN
fcis-29529	54	62	-	-	PUNCT
fcis-29529	54	63	specific	specific	ADJ
fcis-29529	54	64	evidence	evidence	NOUN
fcis-29529	54	65	expertise	expertise	NOUN
fcis-29529	54	66	,	,	PUNCT
fcis-29529	54	67	the	the	DET
fcis-29529	54	68	model	model	NOUN
fcis-29529	54	69	is	be	AUX
fcis-29529	54	70	better	well	ADV
fcis-29529	54	71	able	able	ADJ
fcis-29529	54	72	to	to	PART
fcis-29529	54	73	adapt	adapt	VERB
fcis-29529	54	74	to	to	ADP
fcis-29529	54	75	specific	specific	ADJ
fcis-29529	54	76	tasks	task	NOUN
fcis-29529	54	77	and	and	CCONJ
fcis-29529	54	78	scenarios	scenario	NOUN
fcis-29529	54	79	,	,	PUNCT
fcis-29529	54	80	thus	thus	ADV
fcis-29529	54	81	demonstrating	demonstrate	VERB
fcis-29529	54	82	higher	high	ADJ
fcis-29529	54	83	efficiency	efficiency	NOUN
fcis-29529	54	84	and	and	CCONJ
fcis-29529	54	85	accuracy	accuracy	NOUN
fcis-29529	54	86	in	in	ADP
fcis-29529	54	87	practical	practical	ADJ
fcis-29529	54	88	use	use	NOUN
fcis-29529	54	89	.	.	PUNCT
fcis-29529	55	1	the	the	DET
fcis-29529	55	2	pre	pre	ADJ
fcis-29529	55	3	-	-	ADJ
fcis-29529	55	4	acquired	acquired	ADJ
fcis-29529	55	5	knowledge	knowledge	NOUN
fcis-29529	55	6	of	of	ADP
fcis-29529	55	7	tcm	tcm	PROPN
fcis-29529	55	8	enables	enable	VERB
fcis-29529	55	9	the	the	DET
fcis-29529	55	10	model	model	NOUN
fcis-29529	55	11	to	to	PART
fcis-29529	55	12	better	well	ADV
fcis-29529	55	13	meet	meet	VERB
fcis-29529	55	14	user	user	NOUN
fcis-29529	55	15	needs	need	NOUN
fcis-29529	55	16	and	and	CCONJ
fcis-29529	55	17	provide	provide	VERB
fcis-29529	55	18	more	more	ADV
fcis-29529	55	19	personalised	personalised	ADJ
fcis-29529	55	20	and	and	CCONJ
fcis-29529	55	21	valuable	valuable	ADJ
fcis-29529	55	22	information	information	NOUN
fcis-29529	55	23	.	.	PUNCT
fcis-29529	56	1	8	8	NUM
fcis-29529	56	2	table	table	NOUN
fcis-29529	56	3	1	1	NUM
fcis-29529	56	4	.	.	PUNCT
fcis-29529	57	1	some	some	DET
fcis-29529	57	2	examples	example	NOUN
fcis-29529	57	3	of	of	ADP
fcis-29529	57	4	training	training	NOUN
fcis-29529	57	5	data	datum	NOUN
fcis-29529	57	6	symptomatic	symptomatic	ADJ
fcis-29529	57	7	syndrome	syndrome	NOUN
fcis-29529	57	8	differentiation	differentiation	NOUN
fcis-29529	57	9	tcm	tcm	PROPN
fcis-29529	57	10	syndrome	syndrome	NOUN
fcis-29529	57	11	the	the	DET
fcis-29529	57	12	patient	patient	NOUN
fcis-29529	57	13	had	have	VERB
fcis-29529	57	14	black	black	ADJ
fcis-29529	57	15	stools	stool	NOUN
fcis-29529	57	16	seven	seven	NUM
fcis-29529	57	17	days	day	NOUN
fcis-29529	57	18	ago	ago	ADV
fcis-29529	57	19	due	due	ADP
fcis-29529	57	20	to	to	ADP
fcis-29529	57	21	poor	poor	ADJ
fcis-29529	57	22	diet	diet	NOUN
fcis-29529	57	23	,	,	PUNCT
fcis-29529	57	24	which	which	PRON
fcis-29529	57	25	was	be	AUX
fcis-29529	57	26	carried	carry	VERB
fcis-29529	57	27	out	out	ADP
fcis-29529	57	28	once	once	ADV
fcis-29529	57	29	a	a	DET
fcis-29529	57	30	day	day	NOUN
fcis-29529	57	31	with	with	ADP
fcis-29529	57	32	small	small	ADJ
fcis-29529	57	33	volume	volume	NOUN
fcis-29529	57	34	and	and	CCONJ
fcis-29529	57	35	no	no	DET
fcis-29529	57	36	mucus	mucus	NOUN
fcis-29529	57	37	,	,	PUNCT
fcis-29529	57	38	accompanied	accompany	VERB
fcis-29529	57	39	by	by	ADP
fcis-29529	57	40	paroxysmal	paroxysmal	ADJ
fcis-29529	57	41	dull	dull	ADJ
fcis-29529	57	42	pain	pain	NOUN
fcis-29529	57	43	in	in	ADP
fcis-29529	57	44	the	the	DET
fcis-29529	57	45	abdomen	abdomen	NOUN
fcis-29529	57	46	,	,	PUNCT
fcis-29529	57	47	no	no	DET
fcis-29529	57	48	radiating	radiate	VERB
fcis-29529	57	49	pain	pain	NOUN
fcis-29529	57	50	in	in	ADP
fcis-29529	57	51	the	the	DET
fcis-29529	57	52	lower	low	ADJ
fcis-29529	57	53	back	back	NOUN
fcis-29529	57	54	and	and	CCONJ
fcis-29529	57	55	lower	low	ADJ
fcis-29529	57	56	limbs	limb	NOUN
fcis-29529	57	57	,	,	PUNCT
fcis-29529	57	58	acid	acid	NOUN
fcis-29529	57	59	reflux	reflux	NOUN
fcis-29529	57	60	,	,	PUNCT
fcis-29529	57	61	belching	belching	NOUN
fcis-29529	57	62	and	and	CCONJ
fcis-29529	57	63	burning	burn	VERB
fcis-29529	57	64	sensation	sensation	NOUN
fcis-29529	57	65	behind	behind	ADP
fcis-29529	57	66	the	the	DET
fcis-29529	57	67	sternum	sternum	NOUN
fcis-29529	57	68	,	,	PUNCT
fcis-29529	57	69	no	no	DET
fcis-29529	57	70	nausea	nausea	NOUN
fcis-29529	57	71	and	and	CCONJ
fcis-29529	57	72	vomiting	vomiting	NOUN
fcis-29529	57	73	,	,	PUNCT
fcis-29529	57	74	no	no	DET
fcis-29529	57	75	fever	fever	NOUN
fcis-29529	57	76	,	,	PUNCT
fcis-29529	57	77	fatigue	fatigue	NOUN
fcis-29529	57	78	,	,	PUNCT
fcis-29529	57	79	no	no	DET
fcis-29529	57	80	palpitation	palpitation	NOUN
fcis-29529	57	81	and	and	CCONJ
fcis-29529	57	82	chest	chest	NOUN
fcis-29529	57	83	tightness	tightness	NOUN
fcis-29529	57	84	,	,	PUNCT
fcis-29529	57	85	poor	poor	ADJ
fcis-29529	57	86	food	food	NOUN
fcis-29529	57	87	intake	intake	NOUN
fcis-29529	57	88	,	,	PUNCT
fcis-29529	57	89	restless	restless	ADJ
fcis-29529	57	90	sleep	sleep	NOUN
fcis-29529	57	91	and	and	CCONJ
fcis-29529	57	92	irregular	irregular	ADJ
fcis-29529	57	93	urination	urination	NOUN
fcis-29529	57	94	.	.	PUNCT
fcis-29529	58	1	clear	clear	ADJ
fcis-29529	58	2	mind	mind	NOUN
fcis-29529	58	3	,	,	PUNCT
fcis-29529	58	4	reasonable	reasonable	ADJ
fcis-29529	58	5	spirit	spirit	NOUN
fcis-29529	58	6	,	,	PUNCT
fcis-29529	58	7	moderate	moderate	ADJ
fcis-29529	58	8	body	body	NOUN
fcis-29529	58	9	,	,	PUNCT
fcis-29529	58	10	clear	clear	ADJ
fcis-29529	58	11	language	language	NOUN
fcis-29529	58	12	,	,	PUNCT
fcis-29529	58	13	red	red	ADJ
fcis-29529	58	14	lips	lip	NOUN
fcis-29529	58	15	;	;	PUNCT
fcis-29529	58	16	normal	normal	ADJ
fcis-29529	58	17	skin	skin	NOUN
fcis-29529	58	18	,	,	PUNCT
fcis-29529	58	19	no	no	DET
fcis-29529	58	20	macular	macular	ADJ
fcis-29529	58	21	rash	rash	NOUN
fcis-29529	58	22	.	.	PUNCT
fcis-29529	59	1	neck	neck	PROPN
fcis-29529	59	2	symmetry	symmetry	NOUN
fcis-29529	59	3	,	,	PUNCT
fcis-29529	59	4	no	no	DET
fcis-29529	59	5	exposed	expose	VERB
fcis-29529	59	6	veins	vein	NOUN
fcis-29529	59	7	,	,	PUNCT
fcis-29529	59	8	no	no	DET
fcis-29529	59	9	scrofula	scrofula	NOUN
fcis-29529	59	10	of	of	ADP
fcis-29529	59	11	gall	gall	NOUN
fcis-29529	59	12	,	,	PUNCT
fcis-29529	59	13	chest	chest	NOUN
fcis-29529	59	14	symmetry	symmetry	NOUN
fcis-29529	59	15	,	,	PUNCT
fcis-29529	59	16	normal	normal	ADJ
fcis-29529	59	17	pulsing	pulse	VERB
fcis-29529	59	18	in	in	ADP
fcis-29529	59	19	the	the	DET
fcis-29529	59	20	hollow	hollow	ADJ
fcis-29529	59	21	,	,	PUNCT
fcis-29529	59	22	flat	flat	ADJ
fcis-29529	59	23	abdomen	abdoman	NOUN
fcis-29529	59	24	,	,	PUNCT
fcis-29529	59	25	no	no	DET
fcis-29529	59	26	mass	mass	ADJ
fcis-29529	59	27	,	,	PUNCT
fcis-29529	59	28	red	red	ADJ
fcis-29529	59	29	nail	nail	NOUN
fcis-29529	59	30	color	color	NOUN
fcis-29529	59	31	,	,	PUNCT
fcis-29529	59	32	no	no	DET
fcis-29529	59	33	edema	edema	NOUN
fcis-29529	59	34	of	of	ADP
fcis-29529	59	35	the	the	DET
fcis-29529	59	36	lower	low	ADJ
fcis-29529	59	37	extremities	extremity	NOUN
fcis-29529	59	38	,	,	PUNCT
fcis-29529	59	39	red	red	ADJ
fcis-29529	59	40	tongue	tongue	NOUN
fcis-29529	59	41	,	,	PUNCT
fcis-29529	59	42	thin	thin	ADJ
fcis-29529	59	43	yellow	yellow	ADJ
fcis-29529	59	44	fur	fur	NOUN
fcis-29529	59	45	,	,	PUNCT
fcis-29529	59	46	string	string	NOUN
fcis-29529	59	47	pulse	pulse	NOUN
fcis-29529	59	48	.	.	PUNCT
fcis-29529	60	1	syndrome	syndrome	NOUN
fcis-29529	60	2	of	of	ADP
fcis-29529	60	3	qi	qi	NOUN
fcis-29529	60	4	deficiency	deficiency	NOUN
fcis-29529	60	5	and	and	CCONJ
fcis-29529	60	6	blood	blood	NOUN
fcis-29529	60	7	overflow	overflow	NOUN
fcis-29529	60	8	one	one	NUM
fcis-29529	60	9	month	month	NOUN
fcis-29529	60	10	ago	ago	ADV
fcis-29529	60	11	,	,	PUNCT
fcis-29529	60	12	the	the	DET
fcis-29529	60	13	patient	patient	NOUN
fcis-29529	60	14	felt	feel	VERB
fcis-29529	60	15	anal	anal	ADJ
fcis-29529	60	16	knife	knife	NOUN
fcis-29529	60	17	pain	pain	NOUN
fcis-29529	60	18	and	and	CCONJ
fcis-29529	60	19	discomfort	discomfort	NOUN
fcis-29529	60	20	due	due	ADP
fcis-29529	60	21	to	to	ADP
fcis-29529	60	22	constipation	constipation	NOUN
fcis-29529	60	23	,	,	PUNCT
fcis-29529	60	24	and	and	CCONJ
fcis-29529	60	25	the	the	DET
fcis-29529	60	26	anal	anal	ADJ
fcis-29529	60	27	mass	mass	NOUN
fcis-29529	60	28	was	be	AUX
fcis-29529	60	29	propped	prop	VERB
fcis-29529	60	30	out	out	ADP
fcis-29529	60	31	after	after	ADP
fcis-29529	60	32	the	the	DET
fcis-29529	60	33	stool	stool	NOUN
fcis-29529	60	34	,	,	PUNCT
fcis-29529	60	35	which	which	PRON
fcis-29529	60	36	could	could	AUX
fcis-29529	60	37	not	not	PART
fcis-29529	60	38	be	be	AUX
fcis-29529	60	39	recovered	recover	VERB
fcis-29529	60	40	,	,	PUNCT
fcis-29529	60	41	and	and	CCONJ
fcis-29529	60	42	the	the	DET
fcis-29529	60	43	stool	stool	NOUN
fcis-29529	60	44	was	be	AUX
fcis-29529	60	45	bloody	bloody	ADJ
fcis-29529	60	46	.	.	PUNCT
fcis-29529	61	1	the	the	DET
fcis-29529	61	2	symptoms	symptom	NOUN
fcis-29529	61	3	did	do	AUX
fcis-29529	61	4	not	not	PART
fcis-29529	61	5	see	see	VERB
fcis-29529	61	6	significant	significant	ADJ
fcis-29529	61	7	relief	relief	NOUN
fcis-29529	61	8	after	after	ADP
fcis-29529	61	9	resting	rest	VERB
fcis-29529	61	10	on	on	ADP
fcis-29529	61	11	her	her	PRON
fcis-29529	61	12	own	own	ADJ
fcis-29529	61	13	,	,	PUNCT
fcis-29529	61	14	and	and	CCONJ
fcis-29529	61	15	the	the	DET
fcis-29529	61	16	symptoms	symptom	NOUN
fcis-29529	61	17	became	become	VERB
fcis-29529	61	18	significantly	significantly	ADV
fcis-29529	61	19	worse	bad	ADJ
fcis-29529	61	20	3	3	NUM
fcis-29529	61	21	days	day	NOUN
fcis-29529	61	22	ago	ago	ADV
fcis-29529	61	23	,	,	PUNCT
fcis-29529	61	24	with	with	ADP
fcis-29529	61	25	severe	severe	ADJ
fcis-29529	61	26	anal	anal	ADJ
fcis-29529	61	27	pain	pain	NOUN
fcis-29529	61	28	,	,	PUNCT
fcis-29529	61	29	difficulty	difficulty	NOUN
fcis-29529	61	30	in	in	ADP
fcis-29529	61	31	walking	walk	VERB
fcis-29529	61	32	,	,	PUNCT
fcis-29529	61	33	and	and	CCONJ
fcis-29529	61	34	excessive	excessive	ADJ
fcis-29529	61	35	blood	blood	NOUN
fcis-29529	61	36	volume	volume	NOUN
fcis-29529	61	37	in	in	ADP
fcis-29529	61	38	the	the	DET
fcis-29529	61	39	stool	stool	NOUN
fcis-29529	61	40	,	,	PUNCT
fcis-29529	61	41	so	so	SCONJ
fcis-29529	61	42	today	today	NOUN
fcis-29529	61	43	the	the	DET
fcis-29529	61	44	outpatient	outpatient	NOUN
fcis-29529	61	45	department	department	NOUN
fcis-29529	61	46	proposed	propose	VERB
fcis-29529	61	47	"	"	PUNCT
fcis-29529	61	48	mixed	mixed	ADJ
fcis-29529	61	49	hemorrhoids	hemorrhoid	NOUN
fcis-29529	61	50	,	,	PUNCT
fcis-29529	61	51	anal	anal	ADJ
fcis-29529	61	52	fuses	fuse	NOUN
fcis-29529	61	53	,	,	PUNCT
fcis-29529	61	54	and	and	CCONJ
fcis-29529	61	55	anal	anal	ADJ
fcis-29529	61	56	papilloma	papilloma	NOUN
fcis-29529	61	57	.	.	PUNCT
fcis-29529	62	1	clear	clear	ADJ
fcis-29529	62	2	mind	mind	NOUN
fcis-29529	62	3	,	,	PUNCT
fcis-29529	62	4	reasonable	reasonable	ADJ
fcis-29529	62	5	spirit	spirit	NOUN
fcis-29529	62	6	,	,	PUNCT
fcis-29529	62	7	moderate	moderate	ADJ
fcis-29529	62	8	body	body	NOUN
fcis-29529	62	9	,	,	PUNCT
fcis-29529	62	10	clear	clear	ADJ
fcis-29529	62	11	language	language	NOUN
fcis-29529	62	12	,	,	PUNCT
fcis-29529	62	13	red	red	ADJ
fcis-29529	62	14	lips	lip	NOUN
fcis-29529	62	15	;	;	PUNCT
fcis-29529	62	16	normal	normal	ADJ
fcis-29529	62	17	skin	skin	NOUN
fcis-29529	62	18	,	,	PUNCT
fcis-29529	62	19	no	no	DET
fcis-29529	62	20	macular	macular	ADJ
fcis-29529	62	21	rash	rash	NOUN
fcis-29529	62	22	.	.	PUNCT
fcis-29529	63	1	neck	neck	PROPN
fcis-29529	63	2	symmetry	symmetry	NOUN
fcis-29529	63	3	,	,	PUNCT
fcis-29529	63	4	no	no	DET
fcis-29529	63	5	exposed	expose	VERB
fcis-29529	63	6	veins	vein	NOUN
fcis-29529	63	7	,	,	PUNCT
fcis-29529	63	8	no	no	DET
fcis-29529	63	9	scrofula	scrofula	NOUN
fcis-29529	63	10	of	of	ADP
fcis-29529	63	11	gall	gall	NOUN
fcis-29529	63	12	,	,	PUNCT
fcis-29529	63	13	chest	chest	NOUN
fcis-29529	63	14	symmetry	symmetry	NOUN
fcis-29529	63	15	,	,	PUNCT
fcis-29529	63	16	normal	normal	ADJ
fcis-29529	63	17	pulsing	pulse	VERB
fcis-29529	63	18	in	in	ADP
fcis-29529	63	19	the	the	DET
fcis-29529	63	20	hollow	hollow	ADJ
fcis-29529	63	21	,	,	PUNCT
fcis-29529	63	22	flat	flat	ADJ
fcis-29529	63	23	abdomen	abdoman	NOUN
fcis-29529	63	24	,	,	PUNCT
fcis-29529	63	25	no	no	DET
fcis-29529	63	26	mass	mass	ADJ
fcis-29529	63	27	,	,	PUNCT
fcis-29529	63	28	red	red	ADJ
fcis-29529	63	29	nail	nail	NOUN
fcis-29529	63	30	color	color	NOUN
fcis-29529	63	31	,	,	PUNCT
fcis-29529	63	32	no	no	DET
fcis-29529	63	33	edema	edema	NOUN
fcis-29529	63	34	in	in	ADP
fcis-29529	63	35	the	the	DET
fcis-29529	63	36	lower	low	ADJ
fcis-29529	63	37	extremities	extremity	NOUN
fcis-29529	63	38	,	,	PUNCT
fcis-29529	63	39	pale	pale	ADJ
fcis-29529	63	40	red	red	ADJ
fcis-29529	63	41	tongue	tongue	NOUN
fcis-29529	63	42	,	,	PUNCT
fcis-29529	63	43	white	white	ADJ
fcis-29529	63	44	fur	fur	NOUN
fcis-29529	63	45	,	,	PUNCT
fcis-29529	63	46	pulse	pulse	NOUN
fcis-29529	63	47	calm	calm	NOUN
fcis-29529	63	48	.	.	PUNCT
fcis-29529	64	1	dampness	dampness	NOUN
fcis-29529	64	2	-	-	PUNCT
fcis-29529	64	3	heat	heat	NOUN
fcis-29529	64	4	syndrome	syndrome	NOUN
fcis-29529	64	5	the	the	DET
fcis-29529	64	6	patient	patient	NOUN
fcis-29529	64	7	had	have	VERB
fcis-29529	64	8	edema	edema	NOUN
fcis-29529	64	9	of	of	ADP
fcis-29529	64	10	both	both	CCONJ
fcis-29529	64	11	lower	low	ADJ
fcis-29529	64	12	limbs	limb	NOUN
fcis-29529	64	13	33	33	NUM
fcis-29529	64	14	years	year	NOUN
fcis-29529	64	15	ago	ago	ADV
fcis-29529	64	16	,	,	PUNCT
fcis-29529	64	17	and	and	CCONJ
fcis-29529	64	18	went	go	VERB
fcis-29529	64	19	to	to	ADP
fcis-29529	64	20	the	the	DET
fcis-29529	64	21	hospital	hospital	NOUN
fcis-29529	64	22	for	for	ADP
fcis-29529	64	23	treatment	treatment	NOUN
fcis-29529	64	24	.	.	PUNCT
fcis-29529	65	1	several	several	ADJ
fcis-29529	65	2	urine	urine	NOUN
fcis-29529	65	3	routine	routine	ADJ
fcis-29529	65	4	examinations	examination	NOUN
fcis-29529	65	5	showed	show	VERB
fcis-29529	65	6	proteinuria	proteinuria	NOUN
fcis-29529	65	7	positive	positive	ADJ
fcis-29529	65	8	,	,	PUNCT
fcis-29529	65	9	and	and	CCONJ
fcis-29529	65	10	was	be	AUX
fcis-29529	65	11	diagnosed	diagnose	VERB
fcis-29529	65	12	as	as	ADP
fcis-29529	65	13	chronic	chronic	ADJ
fcis-29529	65	14	nephritis	nephritis	NOUN
fcis-29529	65	15	.	.	PUNCT
fcis-29529	66	1	she	she	PRON
fcis-29529	66	2	had	have	AUX
fcis-29529	66	3	taken	take	VERB
fcis-29529	66	4	chinese	chinese	ADJ
fcis-29529	66	5	medicine	medicine	NOUN
fcis-29529	66	6	for	for	ADP
fcis-29529	66	7	treatment	treatment	NOUN
fcis-29529	66	8	,	,	PUNCT
fcis-29529	66	9	but	but	CCONJ
fcis-29529	66	10	had	have	AUX
fcis-29529	66	11	not	not	PART
fcis-29529	66	12	been	be	AUX
fcis-29529	66	13	given	give	VERB
fcis-29529	66	14	regular	regular	ADJ
fcis-29529	66	15	treatment	treatment	NOUN
fcis-29529	66	16	,	,	PUNCT
fcis-29529	66	17	and	and	CCONJ
fcis-29529	66	18	edema	edema	NOUN
fcis-29529	66	19	of	of	ADP
fcis-29529	66	20	both	both	CCONJ
fcis-29529	66	21	lower	low	ADJ
fcis-29529	66	22	limbs	limb	NOUN
fcis-29529	66	23	occurred	occur	VERB
fcis-29529	66	24	repeatedly	repeatedly	ADV
fcis-29529	66	25	.	.	PUNCT
fcis-29529	67	1	palindrome	palindrome	PROPN
fcis-29529	67	2	catheter	catheter	PROPN
fcis-29529	67	3	was	be	AUX
fcis-29529	67	4	inserted	insert	VERB
fcis-29529	67	5	into	into	ADP
fcis-29529	67	6	the	the	DET
fcis-29529	67	7	tunnel	tunnel	NOUN
fcis-29529	67	8	.	.	PUNCT
fcis-29529	68	1	the	the	DET
fcis-29529	68	2	internal	internal	ADJ
fcis-29529	68	3	fistula	fistula	NOUN
fcis-29529	68	4	was	be	AUX
fcis-29529	68	5	mature	mature	ADJ
fcis-29529	68	6	.	.	PUNCT
fcis-29529	69	1	the	the	DET
fcis-29529	69	2	right	right	ADJ
fcis-29529	69	3	femoral	femoral	ADJ
fcis-29529	69	4	vein	vein	NOUN
fcis-29529	69	5	was	be	AUX
fcis-29529	69	6	removed	remove	VERB
fcis-29529	69	7	and	and	CCONJ
fcis-29529	69	8	the	the	DET
fcis-29529	69	9	central	central	ADJ
fcis-29529	69	10	vein	vein	NOUN
fcis-29529	69	11	was	be	AUX
fcis-29529	69	12	placed	place	VERB
fcis-29529	69	13	in	in	ADP
fcis-29529	69	14	hospital	hospital	NOUN
fcis-29529	69	15	.	.	PUNCT
fcis-29529	70	1	clear	clear	ADJ
fcis-29529	70	2	mind	mind	NOUN
fcis-29529	70	3	,	,	PUNCT
fcis-29529	70	4	reasonable	reasonable	ADJ
fcis-29529	70	5	spirit	spirit	NOUN
fcis-29529	70	6	,	,	PUNCT
fcis-29529	70	7	moderate	moderate	ADJ
fcis-29529	70	8	body	body	NOUN
fcis-29529	70	9	,	,	PUNCT
fcis-29529	70	10	clear	clear	ADJ
fcis-29529	70	11	language	language	NOUN
fcis-29529	70	12	,	,	PUNCT
fcis-29529	70	13	pale	pale	ADJ
fcis-29529	70	14	lips	lip	NOUN
fcis-29529	70	15	;	;	PUNCT
fcis-29529	70	16	the	the	DET
fcis-29529	70	17	skin	skin	NOUN
fcis-29529	70	18	is	be	AUX
fcis-29529	70	19	pale	pale	ADJ
fcis-29529	70	20	without	without	ADP
fcis-29529	70	21	macular	macular	ADJ
fcis-29529	70	22	eruption	eruption	NOUN
fcis-29529	70	23	.	.	PUNCT
fcis-29529	71	1	normal	normal	ADJ
fcis-29529	71	2	skull	skull	NOUN
fcis-29529	71	3	size	size	NOUN
fcis-29529	71	4	and	and	CCONJ
fcis-29529	71	5	shape	shape	NOUN
fcis-29529	71	6	,	,	PUNCT
fcis-29529	71	7	no	no	DET
fcis-29529	71	8	eyes	eye	NOUN
fcis-29529	71	9	depression	depression	NOUN
fcis-29529	71	10	,	,	PUNCT
fcis-29529	71	11	no	no	DET
fcis-29529	71	12	white	white	ADJ
fcis-29529	71	13	eyes	eye	NOUN
fcis-29529	71	14	,	,	PUNCT
fcis-29529	71	15	normal	normal	ADJ
fcis-29529	71	16	ear	ear	NOUN
fcis-29529	71	17	rings	ring	NOUN
fcis-29529	71	18	,	,	PUNCT
fcis-29529	71	19	no	no	DET
fcis-29529	71	20	ear	ear	NOUN
fcis-29529	71	21	fistula	fistula	NOUN
fcis-29529	71	22	or	or	CCONJ
fcis-29529	71	23	sores	sore	NOUN
fcis-29529	71	24	;	;	PUNCT
fcis-29529	71	25	neck	neck	NOUN
fcis-29529	71	26	symmetry	symmetry	NOUN
fcis-29529	71	27	,	,	PUNCT
fcis-29529	71	28	no	no	DET
fcis-29529	71	29	exposed	expose	VERB
fcis-29529	71	30	veins	vein	NOUN
fcis-29529	71	31	,	,	PUNCT
fcis-29529	71	32	no	no	DET
fcis-29529	71	33	scrofula	scrofula	NOUN
fcis-29529	71	34	of	of	ADP
fcis-29529	71	35	gall	gall	NOUN
fcis-29529	71	36	,	,	PUNCT
fcis-29529	71	37	chest	chest	NOUN
fcis-29529	71	38	symmetry	symmetry	NOUN
fcis-29529	71	39	,	,	PUNCT
fcis-29529	71	40	normal	normal	ADJ
fcis-29529	71	41	pulsing	pulse	VERB
fcis-29529	71	42	in	in	ADP
fcis-29529	71	43	the	the	DET
fcis-29529	71	44	hollow	hollow	ADJ
fcis-29529	71	45	,	,	PUNCT
fcis-29529	71	46	flat	flat	ADJ
fcis-29529	71	47	abdomen	abdoman	NOUN
fcis-29529	71	48	,	,	PUNCT
fcis-29529	71	49	no	no	DET
fcis-29529	71	50	mass	mass	ADJ
fcis-29529	71	51	,	,	PUNCT
fcis-29529	71	52	red	red	ADJ
fcis-29529	71	53	nail	nail	NOUN
fcis-29529	71	54	color	color	NOUN
fcis-29529	71	55	,	,	PUNCT
fcis-29529	71	56	no	no	DET
fcis-29529	71	57	edema	edema	NOUN
fcis-29529	71	58	of	of	ADP
fcis-29529	71	59	the	the	DET
fcis-29529	71	60	lower	low	ADJ
fcis-29529	71	61	extremities	extremity	NOUN
fcis-29529	71	62	,	,	PUNCT
fcis-29529	71	63	pale	pale	ADJ
fcis-29529	71	64	red	red	ADJ
fcis-29529	71	65	tongue	tongue	NOUN
fcis-29529	71	66	,	,	PUNCT
fcis-29529	71	67	white	white	ADJ
fcis-29529	71	68	fur	fur	NOUN
fcis-29529	71	69	,	,	PUNCT
fcis-29529	71	70	deep	deep	ADJ
fcis-29529	71	71	pulse	pulse	NOUN
fcis-29529	71	72	.	.	PUNCT
fcis-29529	72	1	spleen	spleen	NOUN
fcis-29529	72	2	-	-	PUNCT
fcis-29529	72	3	kidney	kidney	NOUN
fcis-29529	72	4	deficiency	deficiency	NOUN
fcis-29529	72	5	syndrome	syndrome	NOUN
fcis-29529	72	6	table	table	NOUN
fcis-29529	72	7	2	2	NUM
fcis-29529	72	8	.	.	PUNCT
fcis-29529	73	1	examples	example	NOUN
fcis-29529	73	2	of	of	ADP
fcis-29529	73	3	some	some	DET
fcis-29529	73	4	chinese	chinese	ADJ
fcis-29529	73	5	medicine	medicine	NOUN
fcis-29529	73	6	evidence	evidence	NOUN
fcis-29529	73	7	definition	definition	NOUN
fcis-29529	73	8	data	data	NOUN
fcis-29529	73	9	name	name	NOUN
fcis-29529	73	10	definition	definition	NOUN
fcis-29529	73	11	typical	typical	ADJ
fcis-29529	73	12	characteristic	characteristic	ADJ
fcis-29529	73	13	expression	expression	NOUN
fcis-29529	73	14	common	common	ADJ
fcis-29529	73	15	disease	disease	NOUN
fcis-29529	73	16	syndrome	syndrome	NOUN
fcis-29529	73	17	of	of	ADP
fcis-29529	73	18	wind	wind	NOUN
fcis-29529	73	19	-	-	PUNCT
fcis-29529	73	20	cold	cold	ADJ
fcis-29529	73	21	attacking	attack	VERB
fcis-29529	73	22	lung	lung	NOUN
fcis-29529	73	23	it	it	PRON
fcis-29529	73	24	refers	refer	VERB
fcis-29529	73	25	to	to	ADP
fcis-29529	73	26	the	the	DET
fcis-29529	73	27	common	common	ADJ
fcis-29529	73	28	syndrome	syndrome	NOUN
fcis-29529	73	29	of	of	ADP
fcis-29529	73	30	wind	wind	NOUN
fcis-29529	73	31	-	-	PUNCT
fcis-29529	73	32	cold	cold	ADJ
fcis-29529	73	33	invasion	invasion	NOUN
fcis-29529	73	34	,	,	PUNCT
fcis-29529	73	35	lung	lung	NOUN
fcis-29529	73	36	qi	qi	NOUN
fcis-29529	73	37	loss	loss	NOUN
fcis-29529	73	38	,	,	PUNCT
fcis-29529	73	39	aversion	aversion	NOUN
fcis-29529	73	40	to	to	PART
fcis-29529	73	41	cold	cold	ADJ
fcis-29529	73	42	,	,	PUNCT
fcis-29529	73	43	no	no	DET
fcis-29529	73	44	sweating	sweating	NOUN
fcis-29529	73	45	,	,	PUNCT
fcis-29529	73	46	cough	cough	NOUN
fcis-29529	73	47	,	,	PUNCT
fcis-29529	73	48	chest	chest	NOUN
fcis-29529	73	49	tightness	tightness	NOUN
fcis-29529	73	50	,	,	PUNCT
fcis-29529	73	51	white	white	ADJ
fcis-29529	73	52	phlegm	phlegm	NOUN
fcis-29529	73	53	,	,	PUNCT
fcis-29529	73	54	white	white	ADJ
fcis-29529	73	55	fur	fur	NOUN
fcis-29529	73	56	,	,	PUNCT
fcis-29529	73	57	pulse	pulse	NOUN
fcis-29529	73	58	floating	float	VERB
fcis-29529	73	59	tight	tight	ADV
fcis-29529	73	60	and	and	CCONJ
fcis-29529	73	61	so	so	ADV
fcis-29529	73	62	on	on	ADP
fcis-29529	73	63	.	.	PUNCT
fcis-29529	74	1	cough	cough	NOUN
fcis-29529	74	2	,	,	PUNCT
fcis-29529	74	3	phlegm	phlegm	NOUN
fcis-29529	74	4	clear	clear	ADV
fcis-29529	74	5	thin	thin	ADJ
fcis-29529	74	6	,	,	PUNCT
fcis-29529	74	7	stuffy	stuffy	ADJ
fcis-29529	74	8	nose	nose	NOUN
fcis-29529	74	9	,	,	PUNCT
fcis-29529	74	10	runny	runny	ADJ
fcis-29529	74	11	nose	nose	NOUN
fcis-29529	74	12	,	,	PUNCT
fcis-29529	74	13	throat	throat	NOUN
fcis-29529	74	14	itching	itching	NOUN
fcis-29529	74	15	,	,	PUNCT
fcis-29529	74	16	both	both	CCONJ
fcis-29529	74	17	cold	cold	ADJ
fcis-29529	74	18	,	,	PUNCT
fcis-29529	74	19	light	light	ADJ
fcis-29529	74	20	fever	fever	NOUN
fcis-29529	74	21	,	,	PUNCT
fcis-29529	74	22	thin	thin	ADJ
fcis-29529	74	23	white	white	PROPN
fcis-29529	74	24	tongue	tongue	NOUN
fcis-29529	74	25	coating	coating	NOUN
fcis-29529	74	26	,	,	PUNCT
fcis-29529	74	27	pulse	pulse	NOUN
fcis-29529	74	28	floating	float	VERB
fcis-29529	74	29	tight	tight	ADJ
fcis-29529	74	30	.	.	PUNCT
fcis-29529	75	1	cough	cough	NOUN
fcis-29529	75	2	,	,	PUNCT
fcis-29529	75	3	infantile	infantile	ADJ
fcis-29529	75	4	bronchitis	bronchitis	NOUN
fcis-29529	76	1	,	,	PUNCT
fcis-29529	76	2	acute	acute	PROPN
fcis-29529	76	3	trachea	trachea	PROPN
fcis-29529	76	4	-	-	PUNCT
fcis-29529	76	5	bronchitis	bronchitis	NOUN
fcis-29529	76	6	heart	heart	NOUN
fcis-29529	76	7	-	-	PUNCT
fcis-29529	76	8	kidney	kidney	NOUN
fcis-29529	76	9	yang	yang	PROPN
fcis-29529	76	10	deficiency	deficiency	NOUN
fcis-29529	76	11	syndrome	syndrome	NOUN
fcis-29529	76	12	refers	refer	VERB
fcis-29529	76	13	to	to	ADP
fcis-29529	76	14	the	the	DET
fcis-29529	76	15	heart	heart	NOUN
fcis-29529	76	16	and	and	CCONJ
fcis-29529	76	17	kidney	kidney	NOUN
fcis-29529	76	18	yang	yang	PROPN
fcis-29529	76	19	deficiency	deficiency	NOUN
fcis-29529	76	20	,	,	PUNCT
fcis-29529	76	21	loss	loss	NOUN
fcis-29529	76	22	of	of	ADP
fcis-29529	76	23	warm	warm	ADJ
fcis-29529	76	24	,	,	PUNCT
fcis-29529	76	25	cold	cold	ADJ
fcis-29529	76	26	limbs	limb	NOUN
fcis-29529	76	27	,	,	PUNCT
fcis-29529	76	28	palpitation	palpitation	NOUN
fcis-29529	76	29	,	,	PUNCT
fcis-29529	76	30	poor	poor	ADJ
fcis-29529	76	31	urination	urination	NOUN
fcis-29529	76	32	,	,	PUNCT
fcis-29529	76	33	swollen	swollen	ADJ
fcis-29529	76	34	limbs	limb	NOUN
fcis-29529	76	35	,	,	PUNCT
fcis-29529	76	36	cold	cold	ADJ
fcis-29529	76	37	waist	waist	NOUN
fcis-29529	76	38	and	and	CCONJ
fcis-29529	76	39	knees	knee	NOUN
fcis-29529	76	40	,	,	PUNCT
fcis-29529	76	41	pale	pale	ADJ
fcis-29529	76	42	purple	purple	ADJ
fcis-29529	76	43	tongue	tongue	NOUN
fcis-29529	76	44	,	,	PUNCT
fcis-29529	76	45	white	white	ADJ
fcis-29529	76	46	fur	fur	NOUN
fcis-29529	76	47	,	,	PUNCT
fcis-29529	76	48	weak	weak	ADJ
fcis-29529	76	49	pulse	pulse	NOUN
fcis-29529	76	50	and	and	CCONJ
fcis-29529	76	51	other	other	ADJ
fcis-29529	76	52	common	common	ADJ
fcis-29529	76	53	symptoms	symptom	NOUN
fcis-29529	76	54	.	.	PUNCT
fcis-29529	77	1	cold	cold	ADJ
fcis-29529	77	2	limbs	limb	NOUN
fcis-29529	77	3	,	,	PUNCT
fcis-29529	77	4	palpitation	palpitation	NOUN
fcis-29529	77	5	,	,	PUNCT
fcis-29529	77	6	palpitation	palpitation	NOUN
fcis-29529	77	7	,	,	PUNCT
fcis-29529	77	8	chest	chest	NOUN
fcis-29529	77	9	tightness	tightness	NOUN
fcis-29529	77	10	,	,	PUNCT
fcis-29529	77	11	asthma	asthma	NOUN
fcis-29529	77	12	,	,	PUNCT
fcis-29529	77	13	swelling	swell	VERB
fcis-29529	77	14	of	of	ADP
fcis-29529	77	15	the	the	DET
fcis-29529	77	16	limbs	limb	NOUN
fcis-29529	77	17	,	,	PUNCT
fcis-29529	77	18	unfavorable	unfavorable	ADJ
fcis-29529	77	19	urination	urination	NOUN
fcis-29529	77	20	,	,	PUNCT
fcis-29529	77	21	fatigue	fatigue	NOUN
fcis-29529	77	22	,	,	PUNCT
fcis-29529	77	23	cold	cold	ADJ
fcis-29529	77	24	waist	waist	NOUN
fcis-29529	77	25	and	and	CCONJ
fcis-29529	77	26	knees	knee	NOUN
fcis-29529	77	27	,	,	PUNCT
fcis-29529	77	28	blue	blue	ADJ
fcis-29529	77	29	lips	lip	NOUN
fcis-29529	77	30	,	,	PUNCT
fcis-29529	77	31	pale	pale	ADJ
fcis-29529	77	32	tongue	tongue	NOUN
fcis-29529	77	33	,	,	PUNCT
fcis-29529	77	34	smooth	smooth	ADJ
fcis-29529	77	35	white	white	ADJ
fcis-29529	77	36	fur	fur	NOUN
fcis-29529	77	37	,	,	PUNCT
fcis-29529	77	38	weak	weak	ADJ
fcis-29529	77	39	pulse	pulse	NOUN
fcis-29529	77	40	.	.	PUNCT
fcis-29529	78	1	edema	edema	PROPN
fcis-29529	78	2	,	,	PUNCT
fcis-29529	78	3	palpitation	palpitation	NOUN
fcis-29529	78	4	,	,	PUNCT
fcis-29529	78	5	palpitation	palpitation	NOUN
fcis-29529	78	6	,	,	PUNCT
fcis-29529	78	7	chest	chest	NOUN
fcis-29529	78	8	numbness	numbness	NOUN
fcis-29529	78	9	syndrome	syndrome	NOUN
fcis-29529	78	10	of	of	ADP
fcis-29529	78	11	wind	wind	NOUN
fcis-29529	78	12	-	-	PUNCT
fcis-29529	78	13	heat	heat	NOUN
fcis-29529	78	14	blocking	block	VERB
fcis-29529	78	15	lung	lung	NOUN
fcis-29529	78	16	external	external	ADJ
fcis-29529	78	17	invasion	invasion	NOUN
fcis-29529	78	18	of	of	ADP
fcis-29529	78	19	wind	wind	NOUN
fcis-29529	78	20	heat	heat	NOUN
fcis-29529	78	21	,	,	PUNCT
fcis-29529	78	22	lung	lung	NOUN
fcis-29529	78	23	qi	qi	NOUN
fcis-29529	78	24	stagnation	stagnation	NOUN
fcis-29529	78	25	,	,	PUNCT
fcis-29529	78	26	fever	fever	NOUN
fcis-29529	78	27	and	and	CCONJ
fcis-29529	78	28	wind	wind	NOUN
fcis-29529	78	29	aversion	aversion	NOUN
fcis-29529	78	30	,	,	PUNCT
fcis-29529	78	31	cough	cough	NOUN
fcis-29529	78	32	,	,	PUNCT
fcis-29529	78	33	rough	rough	ADJ
fcis-29529	78	34	breath	breath	NOUN
fcis-29529	78	35	and	and	CCONJ
fcis-29529	78	36	panting	pant	VERB
fcis-29529	78	37	,	,	PUNCT
fcis-29529	78	38	chest	chest	NOUN
fcis-29529	78	39	tightness	tightness	NOUN
fcis-29529	78	40	and	and	CCONJ
fcis-29529	78	41	chest	chest	NOUN
fcis-29529	78	42	pain	pain	NOUN
fcis-29529	78	43	,	,	PUNCT
fcis-29529	78	44	nose	nose	NOUN
fcis-29529	78	45	flaring	flaring	NOUN
fcis-29529	78	46	,	,	PUNCT
fcis-29529	78	47	no	no	DET
fcis-29529	78	48	sweat	sweat	NOUN
fcis-29529	78	49	,	,	PUNCT
fcis-29529	78	50	red	red	ADJ
fcis-29529	78	51	tongue	tongue	NOUN
fcis-29529	78	52	,	,	PUNCT
fcis-29529	78	53	floating	float	VERB
fcis-29529	78	54	pulse	pulse	NOUN
fcis-29529	78	55	and	and	CCONJ
fcis-29529	78	56	so	so	ADV
fcis-29529	78	57	on	on	ADV
fcis-29529	78	58	are	be	AUX
fcis-29529	78	59	the	the	DET
fcis-29529	78	60	common	common	ADJ
fcis-29529	78	61	symptoms	symptom	NOUN
fcis-29529	78	62	.	.	PUNCT
fcis-29529	79	1	fever	fever	NOUN
fcis-29529	79	2	,	,	PUNCT
fcis-29529	79	3	ill	ill	ADJ
fcis-29529	79	4	wind	wind	NOUN
fcis-29529	79	5	,	,	PUNCT
fcis-29529	79	6	cough	cough	NOUN
fcis-29529	79	7	,	,	PUNCT
fcis-29529	79	8	rough	rough	ADJ
fcis-29529	79	9	breath	breath	NOUN
fcis-29529	79	10	,	,	PUNCT
fcis-29529	79	11	chest	chest	NOUN
fcis-29529	79	12	tightness	tightness	NOUN
fcis-29529	79	13	,	,	PUNCT
fcis-29529	79	14	chest	chest	NOUN
fcis-29529	79	15	pain	pain	NOUN
fcis-29529	79	16	,	,	PUNCT
fcis-29529	79	17	flaring	flaring	NOUN
fcis-29529	79	18	nose	nose	NOUN
fcis-29529	79	19	,	,	PUNCT
fcis-29529	79	20	no	no	DET
fcis-29529	79	21	sweat	sweat	NOUN
fcis-29529	79	22	,	,	PUNCT
fcis-29529	79	23	red	red	ADJ
fcis-29529	79	24	tongue	tongue	NOUN
fcis-29529	79	25	,	,	PUNCT
fcis-29529	79	26	floating	float	VERB
fcis-29529	79	27	pulse	pulse	NOUN
fcis-29529	79	28	.	.	PUNCT
fcis-29529	80	1	pneumonia	pneumonia	NOUN
fcis-29529	80	2	cough	cough	PROPN
fcis-29529	80	3	,	,	PUNCT
fcis-29529	80	4	neonatal	neonatal	ADJ
fcis-29529	80	5	dyspnea	dyspnea	VERB
fcis-29529	80	6	3.3	3.3	NUM
fcis-29529	80	7	.	.	PUNCT
fcis-29529	81	1	fine	fine	ADJ
fcis-29529	81	2	-	-	PUNCT
fcis-29529	81	3	tuning	tuning	NOUN
fcis-29529	81	4	of	of	ADP
fcis-29529	81	5	the	the	DET
fcis-29529	81	6	model	model	NOUN
fcis-29529	81	7	lora	lora	PROPN
fcis-29529	81	8	(	(	PUNCT
fcis-29529	81	9	low	low	ADJ
fcis-29529	81	10	-	-	PUNCT
fcis-29529	81	11	rank	rank	NOUN
fcis-29529	81	12	adaptation	adaptation	NOUN
fcis-29529	81	13	)	)	PUNCT
fcis-29529	82	1	[	[	X
fcis-29529	82	2	7	7	X
fcis-29529	82	3	]	]	PUNCT
fcis-29529	82	4	is	be	AUX
fcis-29529	82	5	an	an	DET
fcis-29529	82	6	efficient	efficient	ADJ
fcis-29529	82	7	model	model	NOUN
fcis-29529	82	8	fine	fine	ADV
fcis-29529	82	9	-	-	PUNCT
fcis-29529	82	10	tuning	tuning	NOUN
fcis-29529	82	11	technique	technique	NOUN
fcis-29529	82	12	that	that	PRON
fcis-29529	82	13	aims	aim	VERB
fcis-29529	82	14	to	to	PART
fcis-29529	82	15	reduce	reduce	VERB
fcis-29529	82	16	the	the	DET
fcis-29529	82	17	number	number	NOUN
fcis-29529	82	18	of	of	ADP
fcis-29529	82	19	parameters	parameter	NOUN
fcis-29529	82	20	required	require	VERB
fcis-29529	82	21	for	for	ADP
fcis-29529	82	22	fine	fine	ADV
fcis-29529	82	23	-	-	PUNCT
fcis-29529	82	24	tuning	tuning	NOUN
fcis-29529	82	25	by	by	ADP
fcis-29529	82	26	inserting	insert	VERB
fcis-29529	82	27	low	low	ADJ
fcis-29529	82	28	-	-	PUNCT
fcis-29529	82	29	rank	rank	NOUN
fcis-29529	82	30	matrices	matrix	NOUN
fcis-29529	82	31	into	into	ADP
fcis-29529	82	32	a	a	DET
fcis-29529	82	33	pre	pre	ADJ
fcis-29529	82	34	-	-	ADJ
fcis-29529	82	35	trained	train	VERB
fcis-29529	82	36	model	model	NOUN
fcis-29529	82	37	,	,	PUNCT
fcis-29529	82	38	thus	thus	ADV
fcis-29529	82	39	improving	improve	VERB
fcis-29529	82	40	training	training	NOUN
fcis-29529	82	41	efficiency	efficiency	NOUN
fcis-29529	82	42	and	and	CCONJ
fcis-29529	82	43	avoiding	avoid	VERB
fcis-29529	82	44	overfitting	overfitte	VERB
fcis-29529	82	45	.	.	PUNCT
fcis-29529	83	1	the	the	DET
fcis-29529	83	2	core	core	ADJ
fcis-29529	83	3	idea	idea	NOUN
fcis-29529	83	4	of	of	ADP
fcis-29529	83	5	lora	lora	PROPN
fcis-29529	83	6	is	be	AUX
fcis-29529	83	7	to	to	PART
fcis-29529	83	8	keep	keep	VERB
fcis-29529	83	9	most	most	ADJ
fcis-29529	83	10	of	of	ADP
fcis-29529	83	11	the	the	DET
fcis-29529	83	12	parameters	parameter	NOUN
fcis-29529	83	13	of	of	ADP
fcis-29529	83	14	the	the	DET
fcis-29529	83	15	pre	pre	ADJ
fcis-29529	83	16	-	-	ADJ
fcis-29529	83	17	trained	train	VERB
fcis-29529	83	18	model	model	NOUN
fcis-29529	83	19	unchanged	unchanged	ADJ
fcis-29529	83	20	,	,	PUNCT
fcis-29529	83	21	and	and	CCONJ
fcis-29529	83	22	simulate	simulate	VERB
fcis-29529	83	23	the	the	DET
fcis-29529	83	24	parameter	parameter	NOUN
fcis-29529	83	25	changes	change	NOUN
fcis-29529	83	26	by	by	ADP
fcis-29529	83	27	adding	add	VERB
fcis-29529	83	28	low	low	ADJ
fcis-29529	83	29	-	-	PUNCT
fcis-29529	83	30	rank	rank	NOUN
fcis-29529	83	31	matrices	matrix	NOUN
fcis-29529	83	32	.	.	PUNCT
fcis-29529	84	1	amount	amount	NOUN
fcis-29529	84	2	of	of	ADP
fcis-29529	84	3	variation	variation	NOUN
fcis-29529	84	4	,	,	PUNCT
fcis-29529	84	5	thus	thus	ADV
fcis-29529	84	6	achieving	achieve	VERB
fcis-29529	84	7	adaptation	adaptation	NOUN
fcis-29529	84	8	to	to	ADP
fcis-29529	84	9	a	a	DET
fcis-29529	84	10	specific	specific	ADJ
fcis-29529	84	11	task	task	NOUN
fcis-29529	84	12	.	.	PUNCT
fcis-29529	85	1	in	in	ADP
fcis-29529	85	2	this	this	DET
fcis-29529	85	3	study	study	NOUN
fcis-29529	85	4	,	,	PUNCT
fcis-29529	85	5	the	the	DET
fcis-29529	85	6	fine	fine	ADV
fcis-29529	85	7	-	-	PUNCT
fcis-29529	85	8	tuning	tuning	NOUN
fcis-29529	85	9	using	use	VERB
fcis-29529	85	10	lora	lora	PROPN
fcis-29529	85	11	is	be	AUX
fcis-29529	85	12	divided	divide	VERB
fcis-29529	85	13	into	into	ADP
fcis-29529	85	14	two	two	NUM
fcis-29529	85	15	phases	phase	NOUN
fcis-29529	85	16	,	,	PUNCT
fcis-29529	85	17	firstly	firstly	ADV
fcis-29529	85	18	,	,	PUNCT
fcis-29529	85	19	the	the	DET
fcis-29529	85	20	first	first	ADJ
fcis-29529	85	21	phase	phase	NOUN
fcis-29529	85	22	of	of	ADP
fcis-29529	85	23	fine	fine	ADV
fcis-29529	85	24	-	-	PUNCT
fcis-29529	85	25	tuning	tuning	NOUN
fcis-29529	85	26	for	for	ADP
fcis-29529	85	27	the	the	DET
fcis-29529	85	28	above	above	ADJ
fcis-29529	85	29	tcm	tcm	PROPN
fcis-29529	85	30	evidence	evidence	NOUN
fcis-29529	85	31	data	datum	NOUN
fcis-29529	85	32	set	set	VERB
fcis-29529	85	33	to	to	PART
fcis-29529	85	34	learn	learn	VERB
fcis-29529	85	35	the	the	DET
fcis-29529	85	36	knowledge	knowledge	NOUN
fcis-29529	85	37	of	of	ADP
fcis-29529	85	38	tcm	tcm	PROPN
fcis-29529	85	39	evidence	evidence	NOUN
fcis-29529	85	40	definition	definition	NOUN
fcis-29529	85	41	,	,	PUNCT
fcis-29529	85	42	and	and	CCONJ
fcis-29529	85	43	secondly	secondly	ADV
fcis-29529	85	44	,	,	PUNCT
fcis-29529	85	45	the	the	DET
fcis-29529	85	46	second	second	ADJ
fcis-29529	85	47	phase	phase	NOUN
fcis-29529	85	48	of	of	ADP
fcis-29529	85	49	fine	fine	ADV
fcis-29529	85	50	-	-	PUNCT
fcis-29529	85	51	tuning	tuning	NOUN
fcis-29529	85	52	through	through	ADP
fcis-29529	85	53	the	the	DET
fcis-29529	85	54	above	above	ADJ
fcis-29529	85	55	training	training	NOUN
fcis-29529	85	56	set	set	NOUN
fcis-29529	85	57	of	of	ADP
fcis-29529	85	58	tcm	tcm	PROPN
fcis-29529	85	59	diagnosis	diagnosis	NOUN
fcis-29529	85	60	patients	patient	NOUN
fcis-29529	85	61	'	'	PART
fcis-29529	85	62	case	case	NOUN
fcis-29529	85	63	consultation	consultation	NOUN
fcis-29529	85	64	,	,	PUNCT
fcis-29529	85	65	in	in	ADP
fcis-29529	85	66	which	which	PRON
fcis-29529	85	67	the	the	DET
fcis-29529	85	68	parameters	parameter	NOUN
fcis-29529	85	69	of	of	ADP
fcis-29529	85	70	the	the	DET
fcis-29529	85	71	fine	fine	ADV
fcis-29529	85	72	-	-	PUNCT
fcis-29529	85	73	tuning	tuning	NOUN
fcis-29529	85	74	for	for	ADP
fcis-29529	85	75	lora	lora	PROPN
fcis-29529	85	76	are	be	AUX
fcis-29529	85	77	shown	show	VERB
fcis-29529	85	78	in	in	ADP
fcis-29529	85	79	table	table	NOUN
fcis-29529	85	80	3	3	NUM
fcis-29529	85	81	.	.	PUNCT
fcis-29529	85	82	table	table	NOUN
fcis-29529	85	83	3	3	NUM
fcis-29529	85	84	.	.	PUNCT
fcis-29529	86	1	parameters	parameter	NOUN
fcis-29529	86	2	for	for	ADP
fcis-29529	86	3	lora	lora	PROPN
fcis-29529	86	4	fine	fine	ADV
fcis-29529	86	5	-	-	PUNCT
fcis-29529	86	6	tuning	tune	VERB
fcis-29529	86	7	fine	fine	ADV
fcis-29529	86	8	-	-	PUNCT
fcis-29529	86	9	tuned	tune	VERB
fcis-29529	86	10	parameters	parameter	NOUN
fcis-29529	86	11	parameter	parameter	NOUN
fcis-29529	86	12	value	value	NOUN
fcis-29529	86	13	or	or	CCONJ
fcis-29529	86	14	type	type	NOUN
fcis-29529	86	15	per_device_train_batch_size	per_device_train_batch_size	NOUN
fcis-29529	86	16	64	64	NUM
fcis-29529	86	17	gradient_accumulation_steps	gradient_accumulation_step	NOUN
fcis-29529	86	18	1	1	NUM
fcis-29529	86	19	per_device_eval_batch_size	per_device_eval_batch_size	NOUN
fcis-29529	86	20	8	8	NUM
fcis-29529	86	21	num_train_epochs	num_train_epochs	NOUN
fcis-29529	86	22	5	5	NUM
fcis-29529	86	23	learning_rate	learning_rate	PROPN
fcis-29529	86	24	10e-4	10e-4	NOUN
fcis-29529	86	25	lr_scheduler_type	lr_scheduler_type	PROPN
fcis-29529	86	26	cosine	cosine	NOUN
fcis-29529	86	27	warmup_steps	warmup_step	NOUN
fcis-29529	86	28	20	20	NUM
fcis-29529	86	29	weight_decay	weight_decay	NOUN
fcis-29529	86	30	0.01	0.01	NUM
fcis-29529	86	31	lora_rank	lora_rank	NOUN
fcis-29529	86	32	16	16	NUM
fcis-29529	86	33	lora_alpha	lora_alpha	NOUN
fcis-29529	86	34	8	8	NUM
fcis-29529	86	35	lora_dropout	lora_dropout	NOUN
fcis-29529	86	36	0.05	0.05	NUM
fcis-29529	86	37	9	9	NUM
fcis-29529	86	38	the	the	DET
fcis-29529	86	39	number	number	NOUN
fcis-29529	86	40	of	of	ADP
fcis-29529	86	41	iterations	iteration	NOUN
fcis-29529	86	42	(	(	PUNCT
fcis-29529	86	43	step	step	NOUN
fcis-29529	86	44	)	)	PUNCT
fcis-29529	86	45	refers	refer	VERB
fcis-29529	86	46	to	to	ADP
fcis-29529	86	47	the	the	DET
fcis-29529	86	48	process	process	NOUN
fcis-29529	86	49	of	of	ADP
fcis-29529	86	50	using	use	VERB
fcis-29529	86	51	a	a	DET
fcis-29529	86	52	batch	batch	NOUN
fcis-29529	86	53	of	of	ADP
fcis-29529	86	54	data	datum	NOUN
fcis-29529	86	55	for	for	ADP
fcis-29529	86	56	one	one	NUM
fcis-29529	86	57	parameter	parameter	NOUN
fcis-29529	86	58	update	update	NOUN
fcis-29529	86	59	during	during	ADP
fcis-29529	86	60	the	the	DET
fcis-29529	86	61	training	training	NOUN
fcis-29529	86	62	process	process	NOUN
fcis-29529	86	63	of	of	ADP
fcis-29529	86	64	the	the	DET
fcis-29529	86	65	model	model	NOUN
fcis-29529	86	66	.	.	PUNCT
fcis-29529	87	1	in	in	ADP
fcis-29529	87	2	deep	deep	ADJ
fcis-29529	87	3	learning	learning	NOUN
fcis-29529	87	4	,	,	PUNCT
fcis-29529	87	5	in	in	ADP
fcis-29529	87	6	order	order	NOUN
fcis-29529	87	7	to	to	PART
fcis-29529	87	8	efficiently	efficiently	ADV
fcis-29529	87	9	use	use	VERB
fcis-29529	87	10	the	the	DET
fcis-29529	87	11	computational	computational	ADJ
fcis-29529	87	12	resources	resource	NOUN
fcis-29529	87	13	and	and	CCONJ
fcis-29529	87	14	improve	improve	VERB
fcis-29529	87	15	the	the	DET
fcis-29529	87	16	training	training	NOUN
fcis-29529	87	17	speed	speed	NOUN
fcis-29529	87	18	,	,	PUNCT
fcis-29529	87	19	the	the	DET
fcis-29529	87	20	entire	entire	ADJ
fcis-29529	87	21	dataset	dataset	NOUN
fcis-29529	87	22	is	be	AUX
fcis-29529	87	23	usually	usually	ADV
fcis-29529	87	24	not	not	PART
fcis-29529	87	25	input	input	VERB
fcis-29529	87	26	into	into	ADP
fcis-29529	87	27	the	the	DET
fcis-29529	87	28	model	model	NOUN
fcis-29529	87	29	at	at	ADP
fcis-29529	87	30	once	once	ADV
fcis-29529	87	31	for	for	ADP
fcis-29529	87	32	training	training	NOUN
fcis-29529	87	33	,	,	PUNCT
fcis-29529	87	34	but	but	CCONJ
fcis-29529	87	35	rather	rather	ADV
fcis-29529	87	36	,	,	PUNCT
fcis-29529	87	37	the	the	DET
fcis-29529	87	38	dataset	dataset	NOUN
fcis-29529	87	39	is	be	AUX
fcis-29529	87	40	split	split	VERB
fcis-29529	87	41	into	into	ADP
fcis-29529	87	42	multiple	multiple	ADJ
fcis-29529	87	43	small	small	ADJ
fcis-29529	87	44	batches	batch	NOUN
fcis-29529	87	45	.	.	PUNCT
fcis-29529	88	1	for	for	SCONJ
fcis-29529	88	2	each	each	DET
fcis-29529	88	3	batch	batch	NOUN
fcis-29529	88	4	processed	process	VERB
fcis-29529	88	5	,	,	PUNCT
fcis-29529	88	6	the	the	DET
fcis-29529	88	7	model	model	NOUN
fcis-29529	88	8	performs	perform	VERB
fcis-29529	88	9	a	a	DET
fcis-29529	88	10	forward	forward	ADJ
fcis-29529	88	11	propagation	propagation	NOUN
fcis-29529	88	12	,	,	PUNCT
fcis-29529	88	13	calculates	calculate	VERB
fcis-29529	88	14	the	the	DET
fcis-29529	88	15	loss	loss	NOUN
fcis-29529	88	16	,	,	PUNCT
fcis-29529	88	17	backpropagation	backpropagation	NOUN
fcis-29529	88	18	,	,	PUNCT
fcis-29529	88	19	and	and	CCONJ
fcis-29529	88	20	update	update	VERB
fcis-29529	88	21	the	the	DET
fcis-29529	88	22	parameters	parameter	NOUN
fcis-29529	88	23	.	.	PUNCT
fcis-29529	89	1	loss	loss	NOUN
fcis-29529	89	2	function	function	NOUN
fcis-29529	89	3	(	(	PUNCT
fcis-29529	89	4	loss	loss	NOUN
fcis-29529	89	5	function	function	NOUN
fcis-29529	89	6	)	)	PUNCT
fcis-29529	89	7	is	be	AUX
fcis-29529	89	8	a	a	DET
fcis-29529	89	9	computational	computational	ADJ
fcis-29529	89	10	tool	tool	NOUN
fcis-29529	89	11	used	use	VERB
fcis-29529	89	12	to	to	PART
fcis-29529	89	13	quantify	quantify	VERB
fcis-29529	89	14	the	the	DET
fcis-29529	89	15	difference	difference	NOUN
fcis-29529	89	16	between	between	ADP
fcis-29529	89	17	the	the	DET
fcis-29529	89	18	predicted	predict	VERB
fcis-29529	89	19	and	and	CCONJ
fcis-29529	89	20	actual	actual	ADJ
fcis-29529	89	21	values	value	NOUN
fcis-29529	89	22	of	of	ADP
fcis-29529	89	23	the	the	DET
fcis-29529	89	24	model	model	NOUN
fcis-29529	89	25	,	,	PUNCT
fcis-29529	89	26	with	with	ADP
fcis-29529	89	27	smaller	small	ADJ
fcis-29529	89	28	values	value	NOUN
fcis-29529	89	29	indicating	indicate	VERB
fcis-29529	89	30	higher	high	ADJ
fcis-29529	89	31	robustness	robustness	NOUN
fcis-29529	89	32	of	of	ADP
fcis-29529	89	33	the	the	DET
fcis-29529	89	34	model	model	NOUN
fcis-29529	89	35	.	.	PUNCT
fcis-29529	90	1	the	the	DET
fcis-29529	90	2	function	function	NOUN
fcis-29529	90	3	is	be	AUX
fcis-29529	90	4	mainly	mainly	ADV
fcis-29529	90	5	applied	apply	VERB
fcis-29529	90	6	in	in	ADP
fcis-29529	90	7	the	the	DET
fcis-29529	90	8	training	training	NOUN
fcis-29529	90	9	phase	phase	NOUN
fcis-29529	90	10	,	,	PUNCT
fcis-29529	90	11	when	when	SCONJ
fcis-29529	90	12	each	each	DET
fcis-29529	90	13	batch	batch	NOUN
fcis-29529	90	14	of	of	ADP
fcis-29529	90	15	data	datum	NOUN
fcis-29529	90	16	is	be	AUX
fcis-29529	90	17	fed	feed	VERB
fcis-29529	90	18	into	into	ADP
fcis-29529	90	19	the	the	DET
fcis-29529	90	20	model	model	NOUN
fcis-29529	90	21	and	and	CCONJ
fcis-29529	90	22	after	after	ADP
fcis-29529	90	23	forward	forward	ADJ
fcis-29529	90	24	propagation	propagation	NOUN
fcis-29529	90	25	produces	produce	VERB
fcis-29529	90	26	predictions	prediction	NOUN
fcis-29529	90	27	,	,	PUNCT
fcis-29529	90	28	the	the	DET
fcis-29529	90	29	loss	loss	NOUN
fcis-29529	90	30	function	function	NOUN
fcis-29529	90	31	calculates	calculate	VERB
fcis-29529	90	32	the	the	DET
fcis-29529	90	33	error	error	NOUN
fcis-29529	90	34	between	between	ADP
fcis-29529	90	35	these	these	DET
fcis-29529	90	36	predictions	prediction	NOUN
fcis-29529	90	37	and	and	CCONJ
fcis-29529	90	38	the	the	DET
fcis-29529	90	39	true	true	ADJ
fcis-29529	90	40	labels	label	NOUN
fcis-29529	90	41	,	,	PUNCT
fcis-29529	90	42	known	know	VERB
fcis-29529	90	43	as	as	ADP
fcis-29529	90	44	the	the	DET
fcis-29529	90	45	loss	loss	NOUN
fcis-29529	90	46	value	value	NOUN
fcis-29529	90	47	.	.	PUNCT
fcis-29529	91	1	based	base	VERB
fcis-29529	91	2	on	on	ADP
fcis-29529	91	3	this	this	DET
fcis-29529	91	4	loss	loss	NOUN
fcis-29529	91	5	value	value	NOUN
fcis-29529	91	6	,	,	PUNCT
fcis-29529	91	7	the	the	DET
fcis-29529	91	8	model	model	NOUN
fcis-29529	91	9	adjusts	adjust	VERB
fcis-29529	91	10	the	the	DET
fcis-29529	91	11	internal	internal	ADJ
fcis-29529	91	12	parameters	parameter	NOUN
fcis-29529	91	13	through	through	ADP
fcis-29529	91	14	the	the	DET
fcis-29529	91	15	backpropagation	backpropagation	NOUN
fcis-29529	91	16	mechanism	mechanism	NOUN
fcis-29529	91	17	to	to	PART
fcis-29529	91	18	reduce	reduce	VERB
fcis-29529	91	19	the	the	DET
fcis-29529	91	20	prediction	prediction	NOUN
fcis-29529	91	21	error	error	NOUN
fcis-29529	91	22	and	and	CCONJ
fcis-29529	91	23	drive	drive	VERB
fcis-29529	91	24	the	the	DET
fcis-29529	91	25	prediction	prediction	NOUN
fcis-29529	91	26	results	result	VERB
fcis-29529	91	27	closer	close	ADV
fcis-29529	91	28	to	to	ADP
fcis-29529	91	29	the	the	DET
fcis-29529	91	30	real	real	ADJ
fcis-29529	91	31	situation	situation	NOUN
fcis-29529	91	32	,	,	PUNCT
fcis-29529	91	33	thus	thus	ADV
fcis-29529	91	34	achieving	achieve	VERB
fcis-29529	91	35	the	the	DET
fcis-29529	91	36	learning	learning	NOUN
fcis-29529	91	37	objective	objective	NOUN
fcis-29529	91	38	.	.	PUNCT
fcis-29529	92	1	from	from	ADP
fcis-29529	92	2	figures	figure	NOUN
fcis-29529	92	3	2	2	NUM
fcis-29529	92	4	and	and	CCONJ
fcis-29529	92	5	3	3	NUM
fcis-29529	92	6	,	,	PUNCT
fcis-29529	92	7	it	it	PRON
fcis-29529	92	8	can	can	AUX
fcis-29529	92	9	be	be	AUX
fcis-29529	92	10	observed	observe	VERB
fcis-29529	92	11	that	that	SCONJ
fcis-29529	92	12	the	the	DET
fcis-29529	92	13	loss	loss	NOUN
fcis-29529	92	14	value	value	NOUN
fcis-29529	92	15	gradually	gradually	ADV
fcis-29529	92	16	decreases	decrease	VERB
fcis-29529	92	17	with	with	ADP
fcis-29529	92	18	the	the	DET
fcis-29529	92	19	increase	increase	NOUN
fcis-29529	92	20	in	in	ADP
fcis-29529	92	21	the	the	DET
fcis-29529	92	22	number	number	NOUN
fcis-29529	92	23	of	of	ADP
fcis-29529	92	24	training	training	NOUN
fcis-29529	92	25	iterations	iteration	NOUN
fcis-29529	92	26	and	and	CCONJ
fcis-29529	92	27	stabilises	stabilise	VERB
fcis-29529	92	28	after	after	ADP
fcis-29529	92	29	reaching	reach	VERB
fcis-29529	92	30	90	90	NUM
fcis-29529	92	31	iterations	iteration	NOUN
fcis-29529	92	32	,	,	PUNCT
fcis-29529	92	33	indicating	indicate	VERB
fcis-29529	92	34	that	that	SCONJ
fcis-29529	92	35	the	the	DET
fcis-29529	92	36	model	model	NOUN
fcis-29529	92	37	has	have	AUX
fcis-29529	92	38	basically	basically	ADV
fcis-29529	92	39	completed	complete	VERB
fcis-29529	92	40	the	the	DET
fcis-29529	92	41	learning	learning	NOUN
fcis-29529	92	42	process	process	NOUN
fcis-29529	92	43	.	.	PUNCT
fcis-29529	93	1	fig	fig	NOUN
fcis-29529	93	2	2	2	NUM
fcis-29529	93	3	.	.	PUNCT
fcis-29529	93	4	graph	graph	NOUN
fcis-29529	93	5	of	of	ADP
fcis-29529	93	6	step	step	NOUN
fcis-29529	93	7	loss	loss	NOUN
fcis-29529	93	8	for	for	ADP
fcis-29529	93	9	the	the	DET
fcis-29529	93	10	first	first	ADJ
fcis-29529	93	11	training	training	NOUN
fcis-29529	93	12	session	session	NOUN
fcis-29529	93	13	fig	fig	NOUN
fcis-29529	93	14	3	3	X
fcis-29529	93	15	.	.	PUNCT
fcis-29529	93	16	graph	graph	NOUN
fcis-29529	93	17	of	of	ADP
fcis-29529	93	18	step	step	NOUN
fcis-29529	93	19	loss	loss	NOUN
fcis-29529	93	20	for	for	ADP
fcis-29529	93	21	the	the	DET
fcis-29529	93	22	second	second	ADJ
fcis-29529	93	23	training	training	NOUN
fcis-29529	93	24	session	session	NOUN
fcis-29529	93	25	3.4	3.4	NUM
fcis-29529	93	26	.	.	PUNCT
fcis-29529	94	1	fine	fine	ADJ
fcis-29529	94	2	-	-	PUNCT
fcis-29529	94	3	tuning	tuning	NOUN
fcis-29529	94	4	of	of	ADP
fcis-29529	94	5	the	the	DET
fcis-29529	94	6	model	model	NOUN
fcis-29529	94	7	automatic	automatic	ADJ
fcis-29529	94	8	evaluation	evaluation	NOUN
fcis-29529	94	9	of	of	ADP
fcis-29529	94	10	language	language	NOUN
fcis-29529	94	11	models	model	NOUN
fcis-29529	94	12	is	be	AUX
fcis-29529	94	13	a	a	DET
fcis-29529	94	14	common	common	ADJ
fcis-29529	94	15	and	and	CCONJ
fcis-29529	94	16	popular	popular	ADJ
fcis-29529	94	17	evaluation	evaluation	NOUN
fcis-29529	94	18	method	method	NOUN
fcis-29529	94	19	,	,	PUNCT
fcis-29529	94	20	mainly	mainly	ADV
fcis-29529	94	21	because	because	SCONJ
fcis-29529	94	22	it	it	PRON
fcis-29529	94	23	saves	save	VERB
fcis-29529	94	24	a	a	DET
fcis-29529	94	25	lot	lot	NOUN
fcis-29529	94	26	of	of	ADP
fcis-29529	94	27	time	time	NOUN
fcis-29529	94	28	and	and	CCONJ
fcis-29529	94	29	cost	cost	NOUN
fcis-29529	94	30	by	by	ADP
fcis-29529	94	31	not	not	PART
fcis-29529	94	32	requiring	require	VERB
fcis-29529	94	33	human	human	ADJ
fcis-29529	94	34	involvement	involvement	NOUN
fcis-29529	94	35	,	,	PUNCT
fcis-29529	94	36	and	and	CCONJ
fcis-29529	94	37	it	it	PRON
fcis-29529	94	38	usually	usually	ADV
fcis-29529	94	39	uses	use	VERB
fcis-29529	94	40	standard	standard	ADJ
fcis-29529	94	41	metrics	metric	NOUN
fcis-29529	94	42	or	or	CCONJ
fcis-29529	94	43	indicators	indicator	NOUN
fcis-29529	94	44	to	to	PART
fcis-29529	94	45	evaluate	evaluate	VERB
fcis-29529	94	46	the	the	DET
fcis-29529	94	47	performance	performance	NOUN
fcis-29529	94	48	of	of	ADP
fcis-29529	94	49	the	the	DET
fcis-29529	94	50	model	model	NOUN
fcis-29529	94	51	,	,	PUNCT
fcis-29529	94	52	such	such	ADJ
fcis-29529	94	53	as	as	ADP
fcis-29529	94	54	bleu	bleu	NOUN
fcis-29529	94	55	(	(	PUNCT
fcis-29529	94	56	bilingual	bilingual	ADJ
fcis-29529	94	57	evaluation	evaluation	NOUN
fcis-29529	94	58	understudy	understudy	NOUN
fcis-29529	94	59	)	)	PUNCT
fcis-29529	95	1	[	[	X
fcis-29529	95	2	8	8	NUM
fcis-29529	95	3	]	]	PUNCT
fcis-29529	95	4	,	,	PUNCT
fcis-29529	95	5	rouge	rouge	NOUN
fcis-29529	95	6	(	(	PUNCT
fcis-29529	95	7	recalloriented	recalloriente	VERB
fcis-29529	95	8	understudy	understudy	NOUN
fcis-29529	95	9	for	for	ADP
fcis-29529	95	10	gisting	giste	VERB
fcis-29529	95	11	evaluation	evaluation	NOUN
fcis-29529	95	12	scores	score	NOUN
fcis-29529	95	13	)	)	PUNCT
fcis-29529	96	1	[	[	X
fcis-29529	96	2	9	9	NUM
fcis-29529	96	3	]	]	PUNCT
fcis-29529	96	4	and	and	CCONJ
fcis-29529	96	5	so	so	ADV
fcis-29529	96	6	on	on	ADV
fcis-29529	96	7	.	.	PUNCT
fcis-29529	97	1	among	among	ADP
fcis-29529	97	2	them	they	PRON
fcis-29529	97	3	,	,	PUNCT
fcis-29529	97	4	bleu	bleu	NOUN
fcis-29529	97	5	is	be	AUX
fcis-29529	97	6	an	an	DET
fcis-29529	97	7	evaluation	evaluation	NOUN
fcis-29529	97	8	metric	metric	NOUN
fcis-29529	97	9	for	for	ADP
fcis-29529	97	10	machine	machine	NOUN
fcis-29529	97	11	translation	translation	NOUN
fcis-29529	97	12	tasks	task	NOUN
fcis-29529	97	13	,	,	PUNCT
fcis-29529	97	14	the	the	DET
fcis-29529	97	15	core	core	NOUN
fcis-29529	97	16	idea	idea	NOUN
fcis-29529	97	17	is	be	AUX
fcis-29529	97	18	to	to	PART
fcis-29529	97	19	compare	compare	VERB
fcis-29529	97	20	the	the	DET
fcis-29529	97	21	degree	degree	NOUN
fcis-29529	97	22	of	of	ADP
fcis-29529	97	23	overlap	overlap	NOUN
fcis-29529	97	24	between	between	ADP
fcis-29529	97	25	the	the	DET
fcis-29529	97	26	n	n	NOUN
fcis-29529	97	27	-	-	PUNCT
fcis-29529	97	28	grams	gram	NOUN
fcis-29529	97	29	in	in	ADP
fcis-29529	97	30	the	the	DET
fcis-29529	97	31	generated	generate	VERB
fcis-29529	97	32	text	text	NOUN
fcis-29529	97	33	and	and	CCONJ
fcis-29529	97	34	the	the	DET
fcis-29529	97	35	reference	reference	NOUN
fcis-29529	97	36	text	text	NOUN
fcis-29529	97	37	,	,	PUNCT
fcis-29529	97	38	and	and	CCONJ
fcis-29529	97	39	the	the	PRON
fcis-29529	97	40	higher	high	ADJ
fcis-29529	97	41	the	the	DET
fcis-29529	97	42	degree	degree	NOUN
fcis-29529	97	43	of	of	ADP
fcis-29529	97	44	overlap	overlap	NOUN
fcis-29529	97	45	,	,	PUNCT
fcis-29529	97	46	the	the	PRON
fcis-29529	97	47	better	well	ADJ
fcis-29529	97	48	the	the	DET
fcis-29529	97	49	quality	quality	NOUN
fcis-29529	97	50	of	of	ADP
fcis-29529	97	51	the	the	DET
fcis-29529	97	52	translated	translate	VERB
fcis-29529	97	53	text	text	NOUN
fcis-29529	97	54	is	be	AUX
fcis-29529	97	55	.	.	PUNCT
fcis-29529	98	1	rouge	rouge	NOUN
fcis-29529	98	2	metrics	metric	NOUN
fcis-29529	98	3	are	be	AUX
fcis-29529	98	4	similar	similar	ADJ
fcis-29529	98	5	to	to	ADP
fcis-29529	98	6	the	the	DET
fcis-29529	98	7	bleu	bleu	NOUN
fcis-29529	98	8	metrics	metric	NOUN
fcis-29529	98	9	,	,	PUNCT
fcis-29529	98	10	except	except	SCONJ
fcis-29529	98	11	that	that	DET
fcis-29529	98	12	rouge	rouge	NOUN
fcis-29529	98	13	is	be	AUX
fcis-29529	98	14	based	base	VERB
fcis-29529	98	15	on	on	ADP
fcis-29529	98	16	the	the	DET
fcis-29529	98	17	recall	recall	NOUN
fcis-29529	98	18	rate	rate	NOUN
fcis-29529	98	19	,	,	PUNCT
fcis-29529	98	20	while	while	SCONJ
fcis-29529	98	21	bleu	bleu	NOUN
fcis-29529	98	22	is	be	AUX
fcis-29529	98	23	more	more	ADV
fcis-29529	98	24	concerned	concerned	ADJ
fcis-29529	98	25	with	with	ADP
fcis-29529	98	26	the	the	DET
fcis-29529	98	27	accuracy	accuracy	NOUN
fcis-29529	98	28	rate	rate	NOUN
fcis-29529	98	29	[	[	X
fcis-29529	98	30	10	10	NUM
fcis-29529	98	31	]	]	PUNCT
fcis-29529	98	32	.	.	PUNCT
fcis-29529	99	1	rouge	rouge	NOUN
fcis-29529	99	2	-	-	PUNCT
fcis-29529	99	3	n	n	PRON
fcis-29529	99	4	emphasises	emphasise	VERB
fcis-29529	99	5	on	on	ADP
fcis-29529	99	6	the	the	DET
fcis-29529	99	7	completeness	completeness	NOUN
fcis-29529	99	8	of	of	ADP
fcis-29529	99	9	the	the	DET
fcis-29529	99	10	generated	generate	VERB
fcis-29529	99	11	text	text	NOUN
fcis-29529	99	12	,	,	PUNCT
fcis-29529	99	13	while	while	SCONJ
fcis-29529	99	14	rouge	rouge	ADJ
fcis-29529	99	15	-	-	PUNCT
fcis-29529	99	16	l	l	NOUN
fcis-29529	99	17	tends	tend	VERB
fcis-29529	99	18	to	to	PART
fcis-29529	99	19	take	take	VERB
fcis-29529	99	20	into	into	ADP
fcis-29529	99	21	account	account	NOUN
fcis-29529	99	22	the	the	DET
fcis-29529	99	23	accuracy	accuracy	NOUN
fcis-29529	99	24	rate	rate	NOUN
fcis-29529	99	25	.	.	PUNCT
fcis-29529	100	1	while	while	SCONJ
fcis-29529	100	2	rouge	rouge	ADJ
fcis-29529	100	3	-	-	PUNCT
fcis-29529	100	4	l	l	NOUN
fcis-29529	100	5	tends	tend	VERB
fcis-29529	100	6	to	to	PART
fcis-29529	100	7	consider	consider	VERB
fcis-29529	100	8	the	the	DET
fcis-29529	100	9	completeness	completeness	NOUN
fcis-29529	100	10	and	and	CCONJ
fcis-29529	100	11	order	order	NOUN
fcis-29529	100	12	of	of	ADP
fcis-29529	100	13	sentences	sentence	NOUN
fcis-29529	100	14	.	.	PUNCT
fcis-29529	101	1	in	in	ADP
fcis-29529	101	2	this	this	DET
fcis-29529	101	3	study	study	NOUN
fcis-29529	101	4	,	,	PUNCT
fcis-29529	101	5	bleu	bleu	NOUN
fcis-29529	101	6	metrics	metric	NOUN
fcis-29529	101	7	(	(	PUNCT
fcis-29529	101	8	generally	generally	ADV
fcis-29529	101	9	n	n	PRON
fcis-29529	101	10	selects	select	NOUN
fcis-29529	101	11	4	4	NUM
fcis-29529	101	12	)	)	PUNCT
fcis-29529	101	13	and	and	CCONJ
fcis-29529	101	14	rouge	rouge	NOUN
fcis-29529	101	15	metrics	metric	NOUN
fcis-29529	101	16	are	be	AUX
fcis-29529	101	17	used	use	VERB
fcis-29529	101	18	to	to	PART
fcis-29529	101	19	automatically	automatically	ADV
fcis-29529	101	20	evaluate	evaluate	VERB
fcis-29529	101	21	the	the	DET
fcis-29529	101	22	validation	validation	NOUN
fcis-29529	101	23	dataset	dataset	NOUN
fcis-29529	101	24	,	,	PUNCT
fcis-29529	101	25	with	with	ADP
fcis-29529	101	26	the	the	DET
fcis-29529	101	27	value	value	NOUN
fcis-29529	101	28	of	of	ADP
fcis-29529	101	29	0	0	NUM
fcis-29529	101	30	-	-	SYM
fcis-29529	101	31	1	1	NUM
fcis-29529	101	32	points	point	NOUN
fcis-29529	101	33	,	,	PUNCT
fcis-29529	101	34	and	and	CCONJ
fcis-29529	101	35	the	the	PRON
fcis-29529	101	36	higher	high	ADJ
fcis-29529	101	37	the	the	DET
fcis-29529	101	38	value	value	NOUN
fcis-29529	101	39	means	mean	VERB
fcis-29529	101	40	the	the	PRON
fcis-29529	101	41	better	well	ADJ
fcis-29529	101	42	the	the	DET
fcis-29529	101	43	quality	quality	NOUN
fcis-29529	101	44	of	of	ADP
fcis-29529	101	45	the	the	DET
fcis-29529	101	46	output	output	NOUN
fcis-29529	101	47	.	.	PUNCT
fcis-29529	102	1	the	the	DET
fcis-29529	102	2	specific	specific	ADJ
fcis-29529	102	3	scores	score	NOUN
fcis-29529	102	4	of	of	ADP
fcis-29529	102	5	each	each	DET
fcis-29529	102	6	indicator	indicator	NOUN
fcis-29529	102	7	are	be	AUX
fcis-29529	102	8	shown	show	VERB
fcis-29529	102	9	in	in	ADP
fcis-29529	102	10	table	table	NOUN
fcis-29529	102	11	3	3	NUM
fcis-29529	102	12	below	below	ADV
fcis-29529	102	13	.	.	PUNCT
fcis-29529	103	1	from	from	ADP
fcis-29529	103	2	the	the	DET
fcis-29529	103	3	results	result	NOUN
fcis-29529	103	4	,	,	PUNCT
fcis-29529	103	5	the	the	DET
fcis-29529	103	6	generation	generation	NOUN
fcis-29529	103	7	effect	effect	NOUN
fcis-29529	103	8	of	of	ADP
fcis-29529	103	9	fine	fine	ADV
fcis-29529	103	10	-	-	PUNCT
fcis-29529	103	11	tuning	tune	VERB
fcis-29529	103	12	the	the	DET
fcis-29529	103	13	large	large	ADJ
fcis-29529	103	14	model	model	NOUN
fcis-29529	103	15	is	be	AUX
fcis-29529	103	16	significantly	significantly	ADV
fcis-29529	103	17	better	well	ADJ
fcis-29529	103	18	than	than	ADP
fcis-29529	103	19	that	that	PRON
fcis-29529	103	20	of	of	ADP
fcis-29529	103	21	not	not	PART
fcis-29529	103	22	fine	fine	ADV
fcis-29529	103	23	-	-	PUNCT
fcis-29529	103	24	tuning	tuning	NOUN
fcis-29529	103	25	,	,	PUNCT
fcis-29529	103	26	and	and	CCONJ
fcis-29529	103	27	the	the	DET
fcis-29529	103	28	generation	generation	NOUN
fcis-29529	103	29	effect	effect	NOUN
fcis-29529	103	30	is	be	AUX
fcis-29529	103	31	significantly	significantly	ADV
fcis-29529	103	32	improved	improve	VERB
fcis-29529	103	33	by	by	ADP
fcis-29529	103	34	the	the	DET
fcis-29529	103	35	second	second	ADJ
fcis-29529	103	36	finetuning	finetuning	NOUN
fcis-29529	103	37	training	training	NOUN
fcis-29529	103	38	,	,	PUNCT
fcis-29529	103	39	and	and	CCONJ
fcis-29529	103	40	the	the	DET
fcis-29529	103	41	values	value	NOUN
fcis-29529	103	42	of	of	ADP
fcis-29529	103	43	the	the	DET
fcis-29529	103	44	overall	overall	ADJ
fcis-29529	103	45	indicators	indicator	NOUN
fcis-29529	103	46	are	be	AUX
fcis-29529	103	47	all	all	PRON
fcis-29529	103	48	improved	improve	VERB
fcis-29529	103	49	by	by	ADP
fcis-29529	103	50	about	about	ADV
fcis-29529	103	51	0.2	0.2	NUM
fcis-29529	103	52	.	.	PUNCT
fcis-29529	104	1	table	table	NOUN
fcis-29529	104	2	4	4	NUM
fcis-29529	104	3	.	.	PUNCT
fcis-29529	105	1	score	score	NOUN
fcis-29529	105	2	table	table	NOUN
fcis-29529	105	3	for	for	ADP
fcis-29529	105	4	model	model	NOUN
fcis-29529	105	5	evaluation	evaluation	NOUN
fcis-29529	105	6	indicators	indicator	NOUN
fcis-29529	105	7	model	model	VERB
fcis-29529	105	8	bleu-4	bleu-4	PRON
fcis-29529	105	9	rouge-1	rouge-1	NOUN
fcis-29529	105	10	rouge-2	rouge-2	NUM
fcis-29529	105	11	rouge	rouge	ADJ
fcis-29529	105	12	-	-	PUNCT
fcis-29529	105	13	l	l	NOUN
fcis-29529	105	14	chatglm3	chatglm3	NOUN
fcis-29529	105	15	0.6261	0.6261	NUM
fcis-29529	105	16	0.6656	0.6656	NUM
fcis-29529	105	17	0.4461	0.4461	NUM
fcis-29529	105	18	0.6078	0.6078	NUM
fcis-29529	105	19	chatglm3+lora	chatglm3+lora	NOUN
fcis-29529	105	20	(	(	PUNCT
fcis-29529	105	21	first	first	ADJ
fcis-29529	105	22	train	train	NOUN
fcis-29529	105	23	)	)	PUNCT
fcis-29529	105	24	0.6434	0.6434	NUM
fcis-29529	106	1	0.7316	0.7316	NUM
fcis-29529	106	2	0.5493	0.5493	NUM
fcis-29529	106	3	0.6174	0.6174	NUM
fcis-29529	106	4	chatglm3+lora	chatglm3+lora	NOUN
fcis-29529	106	5	(	(	PUNCT
fcis-29529	106	6	second	second	ADJ
fcis-29529	106	7	train	train	NOUN
fcis-29529	106	8	)	)	PUNCT
fcis-29529	107	1	0.8467	0.8467	NUM
fcis-29529	107	2	0.9319	0.9319	NUM
fcis-29529	107	3	0.6639	0.6639	NUM
fcis-29529	107	4	0.8172	0.8172	NUM
fcis-29529	107	5	4	4	NUM
fcis-29529	107	6	.	.	PUNCT
fcis-29529	107	7	summary	summary	VERB
fcis-29529	107	8	this	this	DET
fcis-29529	107	9	paper	paper	NOUN
fcis-29529	107	10	first	first	ADV
fcis-29529	107	11	expounds	expound	VERB
fcis-29529	107	12	the	the	DET
fcis-29529	107	13	importance	importance	NOUN
fcis-29529	107	14	of	of	ADP
fcis-29529	107	15	tcm	tcm	PROPN
fcis-29529	107	16	and	and	CCONJ
fcis-29529	107	17	its	its	PRON
fcis-29529	107	18	significant	significant	ADJ
fcis-29529	107	19	contribution	contribution	NOUN
fcis-29529	107	20	to	to	ADP
fcis-29529	107	21	human	human	ADJ
fcis-29529	107	22	health	health	NOUN
fcis-29529	107	23	.	.	PUNCT
fcis-29529	108	1	at	at	ADP
fcis-29529	108	2	the	the	DET
fcis-29529	108	3	same	same	ADJ
fcis-29529	108	4	time	time	NOUN
fcis-29529	108	5	,	,	PUNCT
fcis-29529	108	6	it	it	PRON
fcis-29529	108	7	points	point	VERB
fcis-29529	108	8	out	out	ADP
fcis-29529	108	9	the	the	DET
fcis-29529	108	10	three	three	NUM
fcis-29529	108	11	major	major	ADJ
fcis-29529	108	12	challenges	challenge	NOUN
fcis-29529	108	13	faced	face	VERB
fcis-29529	108	14	by	by	ADP
fcis-29529	108	15	tcm	tcm	PROPN
fcis-29529	108	16	diagnosis	diagnosis	NOUN
fcis-29529	108	17	and	and	CCONJ
fcis-29529	108	18	differentiation	differentiation	NOUN
fcis-29529	108	19	:	:	PUNCT
fcis-29529	108	20	insufficient	insufficient	ADJ
fcis-29529	108	21	and	and	CCONJ
fcis-29529	108	22	inconsistent	inconsistent	ADJ
fcis-29529	108	23	quality	quality	NOUN
fcis-29529	108	24	of	of	ADP
fcis-29529	108	25	public	public	ADJ
fcis-29529	108	26	data	datum	NOUN
fcis-29529	108	27	,	,	PUNCT
fcis-29529	108	28	poor	poor	ADJ
fcis-29529	108	29	uniformity	uniformity	NOUN
fcis-29529	108	30	and	and	CCONJ
fcis-29529	108	31	universality	universality	NOUN
fcis-29529	108	32	of	of	ADP
fcis-29529	108	33	diagnostic	diagnostic	ADJ
fcis-29529	108	34	models	model	NOUN
fcis-29529	108	35	,	,	PUNCT
fcis-29529	108	36	and	and	CCONJ
fcis-29529	108	37	insufficient	insufficient	ADJ
fcis-29529	108	38	interpretability	interpretability	NOUN
fcis-29529	108	39	of	of	ADP
fcis-29529	108	40	models	model	NOUN
fcis-29529	108	41	.	.	PUNCT
fcis-29529	109	1	to	to	PART
fcis-29529	109	2	solve	solve	VERB
fcis-29529	109	3	these	these	DET
fcis-29529	109	4	problems	problem	NOUN
fcis-29529	109	5	,	,	PUNCT
fcis-29529	109	6	the	the	DET
fcis-29529	109	7	large	large	ADJ
fcis-29529	109	8	model	model	NOUN
fcis-29529	109	9	chatglm3	chatglm3	NOUN
fcis-29529	109	10	is	be	AUX
fcis-29529	109	11	used	use	VERB
fcis-29529	109	12	as	as	ADP
fcis-29529	109	13	the	the	DET
fcis-29529	109	14	infrastructure	infrastructure	NOUN
fcis-29529	109	15	in	in	ADP
fcis-29529	109	16	this	this	DET
fcis-29529	109	17	study	study	NOUN
fcis-29529	109	18	,	,	PUNCT
fcis-29529	109	19	and	and	CCONJ
fcis-29529	109	20	efficient	efficient	ADJ
fcis-29529	109	21	lora	lora	PROPN
fcis-29529	109	22	fine	fine	ADV
fcis-29529	109	23	-	-	PUNCT
fcis-29529	109	24	tuning	tune	VERB
fcis-29529	109	25	technology	technology	NOUN
fcis-29529	109	26	is	be	AUX
fcis-29529	109	27	introduced	introduce	VERB
fcis-29529	109	28	to	to	PART
fcis-29529	109	29	optimize	optimize	VERB
fcis-29529	109	30	the	the	DET
fcis-29529	109	31	model	model	NOUN
fcis-29529	109	32	performance	performance	NOUN
fcis-29529	109	33	by	by	ADP
fcis-29529	109	34	using	use	VERB
fcis-29529	109	35	two	two	NUM
fcis-29529	109	36	training	training	NOUN
fcis-29529	109	37	sessions	session	NOUN
fcis-29529	109	38	.	.	PUNCT
fcis-29529	110	1	the	the	DET
fcis-29529	110	2	results	result	NOUN
fcis-29529	110	3	showed	show	VERB
fcis-29529	110	4	that	that	SCONJ
fcis-29529	110	5	bleu-4	bleu-4	PRON
fcis-29529	110	6	score	score	NOUN
fcis-29529	110	7	increased	increase	VERB
fcis-29529	110	8	from	from	ADP
fcis-29529	110	9	0.6261	0.6261	NUM
fcis-29529	110	10	to	to	ADP
fcis-29529	110	11	0.8467	0.8467	NUM
fcis-29529	110	12	,	,	PUNCT
fcis-29529	110	13	rouge-1	rouge-1	NOUN
fcis-29529	110	14	score	score	NOUN
fcis-29529	110	15	increased	increase	VERB
fcis-29529	110	16	from	from	ADP
fcis-29529	110	17	0.6656	0.6656	NUM
fcis-29529	110	18	to	to	ADP
fcis-29529	110	19	0.9319	0.9319	NUM
fcis-29529	110	20	,	,	PUNCT
fcis-29529	110	21	rouge-2	rouge-2	PROPN
fcis-29529	110	22	and	and	CCONJ
fcis-29529	110	23	rouge	rouge	NOUN
fcis-29529	110	24	-	-	PUNCT
fcis-29529	110	25	l	l	NOUN
fcis-29529	110	26	score	score	NOUN
fcis-29529	110	27	also	also	ADV
fcis-29529	110	28	increased	increase	VERB
fcis-29529	110	29	from	from	ADP
fcis-29529	110	30	0.4461	0.4461	NUM
fcis-29529	110	31	and	and	CCONJ
fcis-29529	110	32	0.6078	0.6078	NUM
fcis-29529	110	33	to	to	ADP
fcis-29529	110	34	0.6639	0.6639	NUM
fcis-29529	110	35	and	and	CCONJ
fcis-29529	110	36	0.8172	0.8172	NUM
fcis-29529	110	37	,	,	PUNCT
fcis-29529	110	38	respectively	respectively	ADV
fcis-29529	110	39	.	.	PUNCT
fcis-29529	111	1	the	the	DET
fcis-29529	111	2	model	model	NOUN
fcis-29529	111	3	fine	fine	ADV
fcis-29529	111	4	-	-	PUNCT
fcis-29529	111	5	tuned	tune	VERB
fcis-29529	111	6	by	by	ADP
fcis-29529	111	7	lora	lora	PROPN
fcis-29529	111	8	has	have	VERB
fcis-29529	111	9	a	a	DET
fcis-29529	111	10	significant	significant	ADJ
fcis-29529	111	11	improvement	improvement	NOUN
fcis-29529	111	12	in	in	ADP
fcis-29529	111	13	various	various	ADJ
fcis-29529	111	14	indexes	index	NOUN
fcis-29529	111	15	.	.	PUNCT
fcis-29529	112	1	it	it	PRON
fcis-29529	112	2	is	be	AUX
fcis-29529	112	3	10	10	NUM
fcis-29529	112	4	proved	prove	VERB
fcis-29529	112	5	that	that	SCONJ
fcis-29529	112	6	the	the	DET
fcis-29529	112	7	model	model	NOUN
fcis-29529	112	8	can	can	AUX
fcis-29529	112	9	significantly	significantly	ADV
fcis-29529	112	10	improve	improve	VERB
fcis-29529	112	11	the	the	DET
fcis-29529	112	12	semantic	semantic	ADJ
fcis-29529	112	13	understanding	understanding	NOUN
fcis-29529	112	14	and	and	CCONJ
fcis-29529	112	15	the	the	DET
fcis-29529	112	16	generation	generation	NOUN
fcis-29529	112	17	of	of	ADP
fcis-29529	112	18	dialectical	dialectical	ADJ
fcis-29529	112	19	diagnosis	diagnosis	NOUN
fcis-29529	112	20	.	.	PUNCT
fcis-29529	113	1	through	through	ADP
fcis-29529	113	2	this	this	DET
fcis-29529	113	3	study	study	NOUN
fcis-29529	113	4	,	,	PUNCT
fcis-29529	113	5	it	it	PRON
fcis-29529	113	6	not	not	PART
fcis-29529	113	7	only	only	ADV
fcis-29529	113	8	provides	provide	VERB
fcis-29529	113	9	a	a	DET
fcis-29529	113	10	more	more	ADV
fcis-29529	113	11	accurate	accurate	ADJ
fcis-29529	113	12	and	and	CCONJ
fcis-29529	113	13	efficient	efficient	ADJ
fcis-29529	113	14	intelligent	intelligent	ADJ
fcis-29529	113	15	auxiliary	auxiliary	ADJ
fcis-29529	113	16	tool	tool	NOUN
fcis-29529	113	17	for	for	ADP
fcis-29529	113	18	tcm	tcm	PROPN
fcis-29529	113	19	syndrome	syndrome	PROPN
fcis-29529	113	20	differentiation	differentiation	NOUN
fcis-29529	113	21	and	and	CCONJ
fcis-29529	113	22	diagnosis	diagnosis	NOUN
fcis-29529	113	23	,	,	PUNCT
fcis-29529	113	24	but	but	CCONJ
fcis-29529	113	25	also	also	ADV
fcis-29529	113	26	takes	take	VERB
fcis-29529	113	27	an	an	DET
fcis-29529	113	28	important	important	ADJ
fcis-29529	113	29	step	step	NOUN
fcis-29529	113	30	for	for	ADP
fcis-29529	113	31	the	the	DET
fcis-29529	113	32	intelligent	intelligent	ADJ
fcis-29529	113	33	and	and	CCONJ
fcis-29529	113	34	information	information	NOUN
fcis-29529	113	35	process	process	NOUN
fcis-29529	113	36	of	of	ADP
fcis-29529	113	37	tcm	tcm	PROPN
fcis-29529	113	38	.	.	PUNCT
fcis-29529	114	1	acknowledgments	acknowledgment	NOUN
fcis-29529	114	2	this	this	DET
fcis-29529	114	3	research	research	NOUN
fcis-29529	114	4	was	be	AUX
fcis-29529	114	5	supported	support	VERB
fcis-29529	114	6	in	in	ADP
fcis-29529	114	7	part	part	NOUN
fcis-29529	114	8	by	by	ADP
fcis-29529	114	9	hunan	hunan	PROPN
fcis-29529	114	10	university	university	PROPN
fcis-29529	114	11	of	of	ADP
fcis-29529	114	12	chinese	chinese	ADJ
fcis-29529	114	13	medicine	medicine	NOUN
fcis-29529	114	14	undergraduate	undergraduate	NOUN
fcis-29529	114	15	research	research	NOUN
fcis-29529	114	16	and	and	CCONJ
fcis-29529	114	17	innovation	innovation	NOUN
fcis-29529	114	18	fund	fund	NOUN
fcis-29529	114	19	project	project	NOUN
fcis-29529	114	20	(	(	PUNCT
fcis-29529	114	21	no	no	NOUN
fcis-29529	114	22	:	:	PUNCT
fcis-29529	114	23	2023bks081	2023bks081	NUM
fcis-29529	114	24	)	)	PUNCT
fcis-29529	114	25	;	;	PUNCT
fcis-29529	114	26	2024	2024	NUM
fcis-29529	114	27	the	the	DET
fcis-29529	114	28	national	national	PROPN
fcis-29529	114	29	college	college	PROPN
fcis-29529	114	30	student	student	NOUN
fcis-29529	114	31	’	'	PUNCT
fcis-29529	114	32	innovation	innovation	NOUN
fcis-29529	114	33	and	and	CCONJ
fcis-29529	114	34	entrepreneurship	entrepreneurship	NOUN
fcis-29529	114	35	training	training	NOUN
fcis-29529	114	36	program	program	NOUN
fcis-29529	114	37	project	project	NOUN
fcis-29529	114	38	(	(	PUNCT
fcis-29529	114	39	no	no	INTJ
fcis-29529	114	40	:	:	PUNCT
fcis-29529	114	41	s202410541140	s202410541140	PROPN
fcis-29529	114	42	)	)	PUNCT
fcis-29529	114	43	.	.	PUNCT
fcis-29529	115	1	references	reference	NOUN
fcis-29529	115	2	[	[	X
fcis-29529	115	3	1	1	NUM
fcis-29529	115	4	]	]	X
fcis-29529	115	5	general	general	ADJ
fcis-29529	115	6	office	office	NOUN
fcis-29529	115	7	of	of	ADP
fcis-29529	115	8	the	the	DET
fcis-29529	115	9	state	state	NOUN
fcis-29529	115	10	council	council	PROPN
fcis-29529	115	11	of	of	ADP
fcis-29529	115	12	the	the	DET
fcis-29529	115	13	people	people	NOUN
fcis-29529	115	14	’s	’s	PART
fcis-29529	115	15	republic	republic	NOUN
fcis-29529	115	16	of	of	ADP
fcis-29529	115	17	china	china	PROPN
fcis-29529	115	18	.	.	PUNCT
fcis-29529	116	1	the	the	DET
fcis-29529	116	2	14th	14th	ADJ
fcis-29529	116	3	five	five	NUM
fcis-29529	116	4	year	year	NOUN
fcis-29529	116	5	plan	plan	NOUN
fcis-29529	116	6	for	for	ADP
fcis-29529	116	7	the	the	DET
fcis-29529	116	8	development	development	NOUN
fcis-29529	116	9	of	of	ADP
fcis-29529	116	10	traditional	traditional	ADJ
fcis-29529	116	11	chinese	chinese	ADJ
fcis-29529	116	12	medicine	medicine	NOUN
fcis-29529	117	1	[	[	X
fcis-29529	117	2	eb	eb	PROPN
fcis-29529	117	3	/	/	SYM
fcis-29529	117	4	ol	ol	PROPN
fcis-29529	117	5	]	]	PUNCT
fcis-29529	117	6	.	.	PUNCT
fcis-29529	118	1	(	(	PUNCT
fcis-29529	118	2	2022	2022	NUM
fcis-29529	118	3	-	-	SYM
fcis-29529	118	4	03	03	NUM
fcis-29529	118	5	-	-	PUNCT
fcis-29529	118	6	03)[2024	03)[2024	NUM
fcis-29529	118	7	-	-	PUNCT
fcis-29529	118	8	0203	0203	NUM
fcis-29529	118	9	]	]	PUNCT
fcis-29529	118	10	.	.	PUNCT
fcis-29529	118	11	https://www.gov	https://www.gov	ADJ
fcis-29529	118	12	.	.	PUNCT
fcis-29529	119	1	cn	cn	VERB
fcis-29529	119	2	/	/	SYM
fcis-29529	119	3	gongbao/	gongbao/	NUM
fcis-29529	119	4	content/	content/	NUM
fcis-29529	119	5	2022/	2022/	NUM
fcis-29529	119	6	content	content	NOUN
fcis-29529	119	7	_	_	NOUN
fcis-29529	119	8	568	568	NUM
fcis-29529	119	9	6029.htm	6029.htm	NUM
fcis-29529	119	10	.	.	PUNCT
fcis-29529	120	1	[	[	X
fcis-29529	120	2	2	2	X
fcis-29529	120	3	]	]	X
fcis-29529	120	4	wang	wang	PROPN
fcis-29529	120	5	ye	ye	PROPN
fcis-29529	120	6	.	.	PROPN
fcis-29529	120	7	research	research	NOUN
fcis-29529	120	8	on	on	ADP
fcis-29529	120	9	intelligent	intelligent	ADJ
fcis-29529	120	10	chinese	chinese	ADJ
fcis-29529	120	11	medicine	medicine	NOUN
fcis-29529	120	12	discriminatory	discriminatory	ADJ
fcis-29529	120	13	method	method	NOUN
fcis-29529	120	14	based	base	VERB
fcis-29529	120	15	on	on	ADP
fcis-29529	120	16	deep	deep	ADJ
fcis-29529	120	17	learning	learning	NOUN
fcis-29529	121	1	[	[	X
fcis-29529	121	2	d	d	X
fcis-29529	121	3	]	]	X
fcis-29529	121	4	.	.	PUNCT
fcis-29529	122	1	henan	henan	PROPN
fcis-29529	122	2	university	university	PROPN
fcis-29529	122	3	of	of	ADP
fcis-29529	122	4	science	science	PROPN
fcis-29529	122	5	and	and	CCONJ
fcis-29529	122	6	technology,2022.000120	technology,2022.000120	PROPN
fcis-29529	122	7	.	.	PUNCT
fcis-29529	123	1	[	[	X
fcis-29529	123	2	3	3	NUM
fcis-29529	123	3	]	]	X
fcis-29529	123	4	song	song	NOUN
fcis-29529	123	5	yijie	yijie	PROPN
fcis-29529	123	6	,	,	PUNCT
fcis-29529	123	7	ma	ma	PROPN
fcis-29529	123	8	suya	suya	PROPN
fcis-29529	123	9	,	,	PUNCT
fcis-29529	123	10	dai	dai	PROPN
fcis-29529	123	11	yasheng	yasheng	PROPN
fcis-29529	123	12	,	,	PUNCT
fcis-29529	123	13	et	et	PROPN
fcis-29529	123	14	al	al	PROPN
fcis-29529	123	15	.	.	PUNCT
fcis-29529	123	16	key	key	ADJ
fcis-29529	123	17	issues	issue	NOUN
fcis-29529	123	18	and	and	CCONJ
fcis-29529	123	19	technical	technical	ADJ
fcis-29529	123	20	challenges	challenge	NOUN
fcis-29529	123	21	of	of	ADP
fcis-29529	123	22	artificial	artificial	ADJ
fcis-29529	123	23	intelligence	intelligence	NOUN
fcis-29529	123	24	-	-	PUNCT
fcis-29529	123	25	assisted	assist	VERB
fcis-29529	123	26	chinese	chinese	ADJ
fcis-29529	123	27	medicine	medicine	PROPN
fcis-29529	123	28	discernment[j	discernment[j	PROPN
fcis-29529	123	29	]	]	PUNCT
fcis-29529	123	30	.	.	PUNCT
fcis-29529	124	1	china	china	PROPN
fcis-29529	124	2	engineering	engineer	VERB
fcis-29529	124	3	science,2024,26	science,2024,26	NOUN
fcis-29529	124	4	(	(	PUNCT
fcis-29529	124	5	02	02	NUM
fcis-29529	124	6	):	):	PUNCT
fcis-29529	124	7	234	234	NUM
fcis-29529	124	8	-	-	SYM
fcis-29529	124	9	244	244	NUM
fcis-29529	124	10	.	.	PUNCT
fcis-29529	125	1	[	[	X
fcis-29529	125	2	4	4	NUM
fcis-29529	125	3	]	]	X
fcis-29529	125	4	yang	yang	PROPN
fcis-29529	125	5	lele	lele	PROPN
fcis-29529	125	6	,	,	PUNCT
fcis-29529	125	7	wang	wang	PROPN
fcis-29529	125	8	zhe	zhe	PROPN
fcis-29529	125	9	,	,	PUNCT
fcis-29529	125	10	yao	yao	PROPN
fcis-29529	125	11	keyu	keyu	NOUN
fcis-29529	125	12	,	,	PUNCT
fcis-29529	125	13	liu	liu	PROPN
fcis-29529	125	14	lihong	lihong	PROPN
fcis-29529	125	15	,	,	PUNCT
fcis-29529	125	16	zhu	zhu	PROPN
fcis-29529	125	17	yan	yan	PROPN
fcis-29529	125	18	.	.	PUNCT
fcis-29529	126	1	prospective	prospective	ADJ
fcis-29529	126	2	thoughts	thought	NOUN
fcis-29529	126	3	on	on	ADP
fcis-29529	126	4	the	the	DET
fcis-29529	126	5	application	application	NOUN
fcis-29529	126	6	of	of	ADP
fcis-29529	126	7	big	big	ADJ
fcis-29529	126	8	language	language	NOUN
fcis-29529	126	9	modelling	modelling	NOUN
fcis-29529	126	10	in	in	ADP
fcis-29529	126	11	the	the	DET
fcis-29529	126	12	field	field	NOUN
fcis-29529	126	13	of	of	ADP
fcis-29529	126	14	traditional	traditional	ADJ
fcis-29529	126	15	chinese	chinese	ADJ
fcis-29529	126	16	medicine[j	medicine[j	PROPN
fcis-29529	126	17	/	/	SYM
fcis-29529	126	18	ol	ol	PROPN
fcis-29529	126	19	]	]	PUNCT
fcis-29529	126	20	.	.	PUNCT
fcis-29529	127	1	chinese	chinese	ADJ
fcis-29529	127	2	journal	journal	PROPN
fcis-29529	127	3	of	of	ADP
fcis-29529	127	4	traditional	traditional	ADJ
fcis-29529	127	5	chinese	chinese	ADJ
fcis-29529	127	6	medicine	medicine	NOUN
fcis-29529	127	7	,	,	PUNCT
fcis-29529	127	8	1	1	NUM
fcis-29529	127	9	-	-	SYM
fcis-29529	127	10	20	20	NUM
fcis-29529	127	11	.	.	PUNCT
fcis-29529	128	1	[	[	X
fcis-29529	128	2	5	5	X
fcis-29529	128	3	]	]	PUNCT
fcis-29529	128	4	wang	wang	PROPN
fcis-29529	128	5	r	r	PROPN
fcis-29529	128	6	,	,	PUNCT
fcis-29529	128	7	pan	pan	NOUN
fcis-29529	128	8	c	c	PROPN
fcis-29529	128	9	,	,	PUNCT
fcis-29529	128	10	chen	chen	PROPN
fcis-29529	128	11	j	j	PROPN
fcis-29529	128	12	,	,	PUNCT
fcis-29529	128	13	et	et	PROPN
fcis-29529	128	14	al	al	PROPN
fcis-29529	128	15	.	.	PUNCT
fcis-29529	129	1	construction	construction	NOUN
fcis-29529	129	2	of	of	ADP
fcis-29529	129	3	a	a	DET
fcis-29529	129	4	knowledge	knowledge	NOUN
fcis-29529	129	5	framework	framework	NOUN
fcis-29529	129	6	system	system	NOUN
fcis-29529	129	7	for	for	ADP
fcis-29529	129	8	intelligent	intelligent	ADJ
fcis-29529	129	9	diagnosis	diagnosis	NOUN
fcis-29529	129	10	in	in	ADP
fcis-29529	129	11	chinese	chinese	ADJ
fcis-29529	129	12	medicine	medicine	NOUN
fcis-29529	130	1	[	[	X
fcis-29529	130	2	j	j	X
fcis-29529	130	3	]	]	X
fcis-29529	130	4	.	.	PUNCT
fcis-29529	131	1	journal	journal	PROPN
fcis-29529	131	2	of	of	ADP
fcis-29529	131	3	traditional	traditional	ADJ
fcis-29529	131	4	chinese	chinese	ADJ
fcis-29529	131	5	medicine	medicine	NOUN
fcis-29529	131	6	,	,	PUNCT
fcis-29529	131	7	2024	2024	NUM
fcis-29529	131	8	,	,	PUNCT
fcis-29529	131	9	65(4	65(4	NOUN
fcis-29529	131	10	):	):	PUNCT
fcis-29529	131	11	341	341	NUM
fcis-29529	131	12	-	-	SYM
fcis-29529	131	13	346	346	NUM
fcis-29529	131	14	.	.	PUNCT
fcis-29529	132	1	[	[	X
fcis-29529	132	2	6	6	NUM
fcis-29529	132	3	]	]	X
fcis-29529	132	4	liu	liu	PROPN
fcis-29529	132	5	yuehan	yuehan	PROPN
fcis-29529	132	6	,	,	PUNCT
fcis-29529	132	7	huo	huo	PROPN
fcis-29529	132	8	haobin	haobin	PROPN
fcis-29529	132	9	,	,	PUNCT
fcis-29529	132	10	jin	jin	PROPN
fcis-29529	132	11	changuo	changuo	PROPN
fcis-29529	132	12	.	.	PUNCT
fcis-29529	132	13	practice	practice	NOUN
fcis-29529	132	14	and	and	CCONJ
fcis-29529	132	15	exploration	exploration	NOUN
fcis-29529	132	16	of	of	ADP
fcis-29529	132	17	building	build	VERB
fcis-29529	132	18	enterprise	enterprise	NOUN
fcis-29529	132	19	-	-	PUNCT
fcis-29529	132	20	level	level	NOUN
fcis-29529	132	21	private	private	ADJ
fcis-29529	132	22	big	big	ADJ
fcis-29529	132	23	language	language	NOUN
fcis-29529	132	24	model	model	NOUN
fcis-29529	132	25	assistant	assistant	NOUN
fcis-29529	132	26	based	base	VERB
fcis-29529	132	27	on	on	ADP
fcis-29529	132	28	chatglm3	chatglm3	NOUN
fcis-29529	132	29	and	and	CCONJ
fcis-29529	132	30	rpa	rpa	PROPN
fcis-29529	132	31	technology[j	technology[j	PROPN
fcis-29529	132	32	]	]	PUNCT
fcis-29529	132	33	.	.	PUNCT
fcis-29529	133	1	architectural	architectural	ADJ
fcis-29529	133	2	design	design	NOUN
fcis-29529	133	3	management,2023,40(12):33	management,2023,40(12):33	NOUN
fcis-29529	133	4	-	-	PUNCT
fcis-29529	133	5	40	40	NUM
fcis-29529	133	6	.	.	PUNCT
fcis-29529	134	1	[	[	X
fcis-29529	134	2	7	7	X
fcis-29529	134	3	]	]	SYM
fcis-29529	134	4	hu	hu	PROPN
fcis-29529	134	5	e	e	PROPN
fcis-29529	134	6	j	j	PROPN
fcis-29529	134	7	,	,	PUNCT
fcis-29529	134	8	shen	shen	PROPN
fcis-29529	134	9	y	y	PROPN
fcis-29529	134	10	,	,	PUNCT
fcis-29529	134	11	wallis	wallis	PROPN
fcis-29529	134	12	p	p	PROPN
fcis-29529	134	13	,	,	PUNCT
fcis-29529	134	14	et	et	PROPN
fcis-29529	134	15	al	al	PROPN
fcis-29529	134	16	.	.	PUNCT
fcis-29529	134	17	lora	lora	PROPN
fcis-29529	134	18	:	:	PUNCT
fcis-29529	134	19	low	low	ADJ
fcis-29529	134	20	-	-	PUNCT
fcis-29529	134	21	rank	rank	NOUN
fcis-29529	134	22	adaptation	adaptation	NOUN
fcis-29529	134	23	of	of	ADP
fcis-29529	134	24	large	large	ADJ
fcis-29529	134	25	language	language	NOUN
fcis-29529	134	26	models[j	models[j	PROPN
fcis-29529	134	27	]	]	PUNCT
fcis-29529	134	28	.	.	PUNCT
fcis-29529	135	1	2021.doi	2021.doi	NOUN
fcis-29529	135	2	:	:	PUNCT
fcis-29529	135	3	10	10	NUM
fcis-29529	135	4	.	.	X
fcis-29529	135	5	48550/	48550/	NUM
fcis-29529	135	6	arxiv	arxiv	NOUN
fcis-29529	135	7	.	.	PUNCT
fcis-29529	136	1	2106.09685.pdf	2106.09685.pdf	NUM
fcis-29529	136	2	.	.	PUNCT
fcis-29529	137	1	[	[	X
fcis-29529	137	2	8	8	NUM
fcis-29529	137	3	]	]	X
fcis-29529	137	4	papineni	papineni	NOUN
fcis-29529	137	5	k	k	PROPN
fcis-29529	137	6	,	,	PUNCT
fcis-29529	137	7	roukos	roukos	ADJ
fcis-29529	137	8	s	s	PROPN
fcis-29529	137	9	,	,	PUNCT
fcis-29529	137	10	ward	ward	PROPN
fcis-29529	137	11	t	t	PROPN
fcis-29529	137	12	,	,	PUNCT
fcis-29529	137	13	et	et	PROPN
fcis-29529	137	14	al	al	PROPN
fcis-29529	137	15	.	.	PROPN
fcis-29529	137	16	bleu	bleu	PROPN
fcis-29529	137	17	:	:	PUNCT
fcis-29529	137	18	a	a	DET
fcis-29529	137	19	method	method	NOUN
fcis-29529	137	20	for	for	ADP
fcis-29529	137	21	automatic	automatic	ADJ
fcis-29529	137	22	evaluation	evaluation	NOUN
fcis-29529	137	23	of	of	ADP
fcis-29529	137	24	machine	machine	NOUN
fcis-29529	137	25	translation	translation	NOUN
fcis-29529	137	26	[	[	X
fcis-29529	137	27	c]//	c]//	PROPN
fcis-29529	137	28	proceedings	proceeding	NOUN
fcis-29529	137	29	of	of	ADP
fcis-29529	137	30	the	the	DET
fcis-29529	137	31	40th	40th	ADJ
fcis-29529	137	32	annual	annual	ADJ
fcis-29529	137	33	meeting	meeting	NOUN
fcis-29529	137	34	of	of	ADP
fcis-29529	137	35	the	the	DET
fcis-29529	137	36	association	association	NOUN
fcis-29529	137	37	for	for	ADP
fcis-29529	137	38	computational	computational	ADJ
fcis-29529	137	39	linguistics	linguistic	NOUN
fcis-29529	137	40	.	.	PUNCT
fcis-29529	138	1	2002:311	2002:311	NUM
fcis-29529	138	2	-	-	SYM
fcis-29529	138	3	318	318	NUM
fcis-29529	138	4	.	.	PUNCT
fcis-29529	139	1	[	[	X
fcis-29529	139	2	9	9	NUM
fcis-29529	139	3	]	]	X
fcis-29529	139	4	lin	lin	PROPN
fcis-29529	139	5	c	c	PROPN
fcis-29529	139	6	y.	y.	PROPN
fcis-29529	139	7	rouge	rouge	PROPN
fcis-29529	139	8	:	:	PUNCT
fcis-29529	139	9	a	a	DET
fcis-29529	139	10	package	package	NOUN
fcis-29529	139	11	for	for	ADP
fcis-29529	139	12	automatic	automatic	ADJ
fcis-29529	139	13	evaluation	evaluation	NOUN
fcis-29529	139	14	of	of	ADP
fcis-29529	139	15	summaries[c]//text	summaries[c]//text	PROPN
fcis-29529	139	16	summarisation	summarisation	NOUN
fcis-29529	139	17	branches	branch	NOUN
fcis-29529	139	18	out	out	ADP
fcis-29529	139	19	.	.	PUNCT
fcis-29529	140	1	2004:74	2004:74	NUM
fcis-29529	140	2	-	-	PUNCT
fcis-29529	140	3	81	81	NUM
fcis-29529	140	4	.	.	PUNCT
fcis-29529	141	1	[	[	X
fcis-29529	141	2	10	10	NUM
fcis-29529	141	3	]	]	X
fcis-29529	141	4	zhang	zhang	PROPN
fcis-29529	141	5	jundong	jundong	PROPN
fcis-29529	141	6	,	,	PUNCT
fcis-29529	141	7	yang	yang	PROPN
fcis-29529	141	8	songhuah	songhuah	PROPN
fcis-29529	141	9	,	,	PUNCT
fcis-29529	141	10	liu	liu	PROPN
fcis-29529	141	11	jiangfeng	jiangfeng	PROPN
fcis-29529	141	12	,	,	PUNCT
fcis-29529	141	13	et	et	PROPN
fcis-29529	141	14	al.aigc	al.aigc	X
fcis-29529	141	15	empowers	empower	VERB
fcis-29529	141	16	the	the	DET
fcis-29529	141	17	revitalisation	revitalisation	NOUN
fcis-29529	141	18	of	of	ADP
fcis-29529	141	19	ancient	ancient	ADJ
fcis-29529	141	20	chinese	chinese	ADJ
fcis-29529	141	21	medicine	medicine	NOUN
fcis-29529	141	22	:	:	PUNCT
fcis-29529	141	23	the	the	DET
fcis-29529	141	24	construction	construction	NOUN
fcis-29529	141	25	of	of	ADP
fcis-29529	141	26	the	the	DET
fcis-29529	141	27	huang	huang	PROPN
fcis-29529	141	28	-	-	PUNCT
fcis-29529	141	29	di	di	PROPN
fcis-29529	141	30	grand	grand	PROPN
fcis-29529	141	31	model[j].library	model[j].library	PROPN
fcis-29529	141	32	forum	forum	PROPN
fcis-29529	141	33	,	,	PUNCT
fcis-29529	141	34	2024	2024	NUM
fcis-29529	141	35	,	,	PUNCT
fcis-29529	141	36	44(10):103	44(10):103	NUM
fcis-29529	141	37	-	-	SYM
fcis-29529	141	38	112	112	NUM
fcis-29529	141	39	.	.	PUNCT