id	sid	tid	token	lemma	pos
fcis-15093	1	1	frontiers	frontier	NOUN
fcis-15093	1	2	in	in	ADP
fcis-15093	1	3	computing	computing	NOUN
fcis-15093	1	4	and	and	CCONJ
fcis-15093	1	5	intelligent	intelligent	ADJ
fcis-15093	1	6	systems	system	NOUN
fcis-15093	1	7	issn	issn	VERB
fcis-15093	1	8	:	:	PUNCT
fcis-15093	1	9	2832	2832	NUM
fcis-15093	1	10	-	-	SYM
fcis-15093	1	11	6024	6024	NUM
fcis-15093	1	12	|	|	NOUN
fcis-15093	1	13	vol	vol	NOUN
fcis-15093	1	14	.	.	PROPN
fcis-15093	2	1	6	6	NUM
fcis-15093	2	2	,	,	PUNCT
fcis-15093	2	3	no	no	INTJ
fcis-15093	2	4	.	.	NOUN
fcis-15093	2	5	2	2	NUM
fcis-15093	2	6	,	,	PUNCT
fcis-15093	2	7	2023	2023	NUM
fcis-15093	2	8	25	25	NUM
fcis-15093	2	9	comparison	comparison	NOUN
fcis-15093	2	10	of	of	ADP
fcis-15093	2	11	r&d	r&d	NOUN
fcis-15093	2	12	input‐output	input‐output	NOUN
fcis-15093	2	13	efficiency	efficiency	NOUN
fcis-15093	2	14	in	in	ADP
fcis-15093	2	15	31	31	NUM
fcis-15093	2	16	provinces	province	NOUN
fcis-15093	2	17	and	and	CCONJ
fcis-15093	2	18	cities	city	NOUN
fcis-15093	2	19	in	in	ADP
fcis-15093	2	20	china	china	PROPN
fcis-15093	2	21	zejiong	zejiong	PROPN
fcis-15093	2	22	zhou	zhou	PROPN
fcis-15093	2	23	,	,	PUNCT
fcis-15093	2	24	yuting	yute	VERB
fcis-15093	2	25	jiang	jiang	PROPN
fcis-15093	2	26	*	*	PUNCT
fcis-15093	2	27	school	school	NOUN
fcis-15093	2	28	of	of	ADP
fcis-15093	2	29	economics	economic	NOUN
fcis-15093	2	30	,	,	PUNCT
fcis-15093	2	31	anhui	anhui	PROPN
fcis-15093	2	32	university	university	PROPN
fcis-15093	2	33	of	of	ADP
fcis-15093	2	34	finance	finance	NOUN
fcis-15093	2	35	and	and	CCONJ
fcis-15093	2	36	economics	economic	NOUN
fcis-15093	2	37	,	,	PUNCT
fcis-15093	2	38	bengbu	bengbu	NOUN
fcis-15093	2	39	,	,	PUNCT
fcis-15093	2	40	china	china	PROPN
fcis-15093	2	41	*	*	PUNCT
fcis-15093	2	42	corresponding	correspond	VERB
fcis-15093	2	43	author	author	NOUN
fcis-15093	2	44	:	:	PUNCT
fcis-15093	2	45	yuting	yute	VERB
fcis-15093	2	46	jiang	jiang	PROPN
fcis-15093	2	47	(	(	PUNCT
fcis-15093	2	48	email	email	NOUN
fcis-15093	2	49	:	:	PUNCT
fcis-15093	2	50	1433562844@qq.com	1433562844@qq.com	NUM
fcis-15093	2	51	)	)	PUNCT
fcis-15093	2	52	abstract	abstract	NOUN
fcis-15093	2	53	:	:	PUNCT
fcis-15093	2	54	in	in	ADP
fcis-15093	2	55	today	today	NOUN
fcis-15093	2	56	's	's	PART
fcis-15093	2	57	globally	globally	ADV
fcis-15093	2	58	competitive	competitive	ADJ
fcis-15093	2	59	economic	economic	ADJ
fcis-15093	2	60	environment	environment	NOUN
fcis-15093	2	61	,	,	PUNCT
fcis-15093	2	62	r&d	r&d	NOUN
fcis-15093	2	63	is	be	AUX
fcis-15093	2	64	the	the	DET
fcis-15093	2	65	source	source	NOUN
fcis-15093	2	66	and	and	CCONJ
fcis-15093	2	67	internal	internal	ADJ
fcis-15093	2	68	power	power	NOUN
fcis-15093	2	69	of	of	ADP
fcis-15093	2	70	economic	economic	ADJ
fcis-15093	2	71	growth	growth	NOUN
fcis-15093	2	72	,	,	PUNCT
fcis-15093	2	73	and	and	CCONJ
fcis-15093	2	74	its	its	PRON
fcis-15093	2	75	quantitative	quantitative	ADJ
fcis-15093	2	76	scale	scale	NOUN
fcis-15093	2	77	and	and	CCONJ
fcis-15093	2	78	innovation	innovation	NOUN
fcis-15093	2	79	momentum	momentum	NOUN
fcis-15093	2	80	directly	directly	ADV
fcis-15093	2	81	affect	affect	VERB
fcis-15093	2	82	the	the	DET
fcis-15093	2	83	development	development	NOUN
fcis-15093	2	84	of	of	ADP
fcis-15093	2	85	scientific	scientific	ADJ
fcis-15093	2	86	and	and	CCONJ
fcis-15093	2	87	technological	technological	ADJ
fcis-15093	2	88	undertakings	undertaking	NOUN
fcis-15093	2	89	and	and	CCONJ
fcis-15093	2	90	the	the	DET
fcis-15093	2	91	realization	realization	NOUN
fcis-15093	2	92	of	of	ADP
fcis-15093	2	93	high	high	ADJ
fcis-15093	2	94	-	-	PUNCT
fcis-15093	2	95	level	level	NOUN
fcis-15093	2	96	scientific	scientific	ADJ
fcis-15093	2	97	and	and	CCONJ
fcis-15093	2	98	technological	technological	ADJ
fcis-15093	2	99	self	self	NOUN
fcis-15093	2	100	-	-	PUNCT
fcis-15093	2	101	reliance	reliance	NOUN
fcis-15093	2	102	and	and	CCONJ
fcis-15093	2	103	self	self	NOUN
fcis-15093	2	104	-	-	PUNCT
fcis-15093	2	105	improvement	improvement	NOUN
fcis-15093	2	106	.	.	PUNCT
fcis-15093	3	1	based	base	VERB
fcis-15093	3	2	on	on	ADP
fcis-15093	3	3	the	the	DET
fcis-15093	3	4	construction	construction	NOUN
fcis-15093	3	5	of	of	ADP
fcis-15093	3	6	regional	regional	ADJ
fcis-15093	3	7	r&d	r&d	NOUN
fcis-15093	3	8	input	input	NOUN
fcis-15093	3	9	-	-	PUNCT
fcis-15093	3	10	output	output	NOUN
fcis-15093	3	11	efficiency	efficiency	NOUN
fcis-15093	3	12	evaluation	evaluation	NOUN
fcis-15093	3	13	index	index	NOUN
fcis-15093	3	14	system	system	NOUN
fcis-15093	3	15	,	,	PUNCT
fcis-15093	3	16	the	the	DET
fcis-15093	3	17	article	article	NOUN
fcis-15093	3	18	measures	measure	VERB
fcis-15093	3	19	the	the	DET
fcis-15093	3	20	r&d	r&d	NOUN
fcis-15093	3	21	input	input	NOUN
fcis-15093	3	22	-	-	PUNCT
fcis-15093	3	23	output	output	NOUN
fcis-15093	3	24	efficiency	efficiency	NOUN
fcis-15093	3	25	and	and	CCONJ
fcis-15093	3	26	its	its	PRON
fcis-15093	3	27	yearly	yearly	ADJ
fcis-15093	3	28	changes	change	NOUN
fcis-15093	3	29	in	in	ADP
fcis-15093	3	30	31	31	NUM
fcis-15093	3	31	provinces	province	NOUN
fcis-15093	3	32	and	and	CCONJ
fcis-15093	3	33	cities	city	NOUN
fcis-15093	3	34	in	in	ADP
fcis-15093	3	35	china	china	PROPN
fcis-15093	3	36	from	from	ADP
fcis-15093	3	37	2017	2017	NUM
fcis-15093	3	38	to	to	ADP
fcis-15093	3	39	2021	2021	NUM
fcis-15093	3	40	using	use	VERB
fcis-15093	3	41	ccr	ccr	PROPN
fcis-15093	3	42	-	-	PUNCT
fcis-15093	3	43	dea	dea	PROPN
fcis-15093	3	44	,	,	PUNCT
fcis-15093	3	45	bcc	bcc	PROPN
fcis-15093	3	46	-	-	PUNCT
fcis-15093	3	47	dea	dea	PROPN
fcis-15093	3	48	and	and	CCONJ
fcis-15093	3	49	malmquist	malmquist	NOUN
fcis-15093	3	50	-	-	PUNCT
fcis-15093	3	51	dea	dea	NOUN
fcis-15093	3	52	models	model	NOUN
fcis-15093	3	53	.	.	PUNCT
fcis-15093	4	1	based	base	VERB
fcis-15093	4	2	on	on	ADP
fcis-15093	4	3	the	the	DET
fcis-15093	4	4	above	above	ADJ
fcis-15093	4	5	conclusions	conclusion	NOUN
fcis-15093	4	6	,	,	PUNCT
fcis-15093	4	7	relevant	relevant	ADJ
fcis-15093	4	8	recommendations	recommendation	NOUN
fcis-15093	4	9	are	be	AUX
fcis-15093	4	10	put	put	VERB
fcis-15093	4	11	forward	forward	ADV
fcis-15093	4	12	to	to	PART
fcis-15093	4	13	improve	improve	VERB
fcis-15093	4	14	regional	regional	ADJ
fcis-15093	4	15	r&d	r&d	NOUN
fcis-15093	4	16	input	input	NOUN
fcis-15093	4	17	-	-	PUNCT
fcis-15093	4	18	output	output	NOUN
fcis-15093	4	19	efficiency	efficiency	NOUN
fcis-15093	4	20	.	.	PUNCT
fcis-15093	5	1	keywords	keyword	NOUN
fcis-15093	5	2	:	:	PUNCT
fcis-15093	5	3	r&d	r&d	NOUN
fcis-15093	5	4	input	input	NOUN
fcis-15093	5	5	-	-	PUNCT
fcis-15093	5	6	output	output	NOUN
fcis-15093	5	7	;	;	PUNCT
fcis-15093	5	8	dea	dea	NOUN
fcis-15093	5	9	;	;	PUNCT
fcis-15093	5	10	efficiency	efficiency	NOUN
fcis-15093	5	11	.	.	PUNCT
fcis-15093	6	1	1	1	X
fcis-15093	6	2	.	.	X
fcis-15093	6	3	introduction	introduction	NOUN
fcis-15093	6	4	with	with	ADP
fcis-15093	6	5	the	the	DET
fcis-15093	6	6	advent	advent	NOUN
fcis-15093	6	7	of	of	ADP
fcis-15093	6	8	globalization	globalization	NOUN
fcis-15093	6	9	and	and	CCONJ
fcis-15093	6	10	the	the	DET
fcis-15093	6	11	knowledge	knowledge	NOUN
fcis-15093	6	12	-	-	PUNCT
fcis-15093	6	13	based	base	VERB
fcis-15093	6	14	economy	economy	NOUN
fcis-15093	6	15	,	,	PUNCT
fcis-15093	6	16	the	the	DET
fcis-15093	6	17	concept	concept	NOUN
fcis-15093	6	18	of	of	ADP
fcis-15093	6	19	science	science	NOUN
fcis-15093	6	20	and	and	CCONJ
fcis-15093	6	21	technology	technology	NOUN
fcis-15093	6	22	as	as	ADP
fcis-15093	6	23	the	the	DET
fcis-15093	6	24	first	first	ADJ
fcis-15093	6	25	productive	productive	ADJ
fcis-15093	6	26	force	force	NOUN
fcis-15093	6	27	has	have	AUX
fcis-15093	6	28	been	be	AUX
fcis-15093	6	29	given	give	VERB
fcis-15093	6	30	increasing	increase	VERB
fcis-15093	6	31	attention	attention	NOUN
fcis-15093	6	32	.	.	PUNCT
fcis-15093	7	1	science	science	NOUN
fcis-15093	7	2	and	and	CCONJ
fcis-15093	7	3	technology	technology	NOUN
fcis-15093	7	4	innovation	innovation	NOUN
fcis-15093	7	5	has	have	AUX
fcis-15093	7	6	become	become	VERB
fcis-15093	7	7	the	the	DET
fcis-15093	7	8	focus	focus	NOUN
fcis-15093	7	9	for	for	ADP
fcis-15093	7	10	enhancing	enhance	VERB
fcis-15093	7	11	international	international	ADJ
fcis-15093	7	12	competitiveness	competitiveness	NOUN
fcis-15093	7	13	and	and	CCONJ
fcis-15093	7	14	an	an	DET
fcis-15093	7	15	important	important	ADJ
fcis-15093	7	16	means	mean	NOUN
fcis-15093	7	17	of	of	ADP
fcis-15093	7	18	realizing	realize	VERB
fcis-15093	7	19	coordinated	coordinate	VERB
fcis-15093	7	20	,	,	PUNCT
fcis-15093	7	21	balanced	balanced	ADJ
fcis-15093	7	22	and	and	CCONJ
fcis-15093	7	23	sustainable	sustainable	ADJ
fcis-15093	7	24	regional	regional	ADJ
fcis-15093	7	25	economic	economic	ADJ
fcis-15093	7	26	development	development	NOUN
fcis-15093	7	27	.	.	PUNCT
fcis-15093	8	1	in	in	ADP
fcis-15093	8	2	recent	recent	ADJ
fcis-15093	8	3	years	year	NOUN
fcis-15093	8	4	,	,	PUNCT
fcis-15093	8	5	chinese	chinese	ADJ
fcis-15093	8	6	governments	government	NOUN
fcis-15093	8	7	and	and	CCONJ
fcis-15093	8	8	enterprises	enterprise	NOUN
fcis-15093	8	9	at	at	ADP
fcis-15093	8	10	all	all	DET
fcis-15093	8	11	levels	level	NOUN
fcis-15093	8	12	have	have	AUX
fcis-15093	8	13	continuously	continuously	ADV
fcis-15093	8	14	increased	increase	VERB
fcis-15093	8	15	their	their	PRON
fcis-15093	8	16	investment	investment	NOUN
fcis-15093	8	17	in	in	ADP
fcis-15093	8	18	science	science	NOUN
fcis-15093	8	19	and	and	CCONJ
fcis-15093	8	20	technology	technology	NOUN
fcis-15093	8	21	innovation	innovation	NOUN
fcis-15093	8	22	,	,	PUNCT
fcis-15093	8	23	and	and	CCONJ
fcis-15093	8	24	both	both	CCONJ
fcis-15093	8	25	scientific	scientific	ADJ
fcis-15093	8	26	and	and	CCONJ
fcis-15093	8	27	technological	technological	ADJ
fcis-15093	8	28	human	human	ADJ
fcis-15093	8	29	capital	capital	NOUN
fcis-15093	8	30	and	and	CCONJ
fcis-15093	8	31	financial	financial	ADJ
fcis-15093	8	32	capital	capital	NOUN
fcis-15093	8	33	have	have	AUX
fcis-15093	8	34	enjoyed	enjoy	VERB
fcis-15093	8	35	sustained	sustain	VERB
fcis-15093	8	36	and	and	CCONJ
fcis-15093	8	37	rapid	rapid	ADJ
fcis-15093	8	38	growth	growth	NOUN
fcis-15093	8	39	.	.	PUNCT
fcis-15093	9	1	the	the	DET
fcis-15093	9	2	report	report	NOUN
fcis-15093	9	3	of	of	ADP
fcis-15093	9	4	the	the	DET
fcis-15093	9	5	20th	20th	ADJ
fcis-15093	9	6	cpc	cpc	PROPN
fcis-15093	9	7	national	national	PROPN
fcis-15093	9	8	congress	congress	PROPN
fcis-15093	9	9	promotes	promote	VERB
fcis-15093	9	10	and	and	CCONJ
fcis-15093	9	11	deploys	deploy	VERB
fcis-15093	9	12	education	education	NOUN
fcis-15093	9	13	,	,	PUNCT
fcis-15093	9	14	science	science	NOUN
fcis-15093	9	15	and	and	CCONJ
fcis-15093	9	16	technology	technology	NOUN
fcis-15093	9	17	,	,	PUNCT
fcis-15093	9	18	and	and	CCONJ
fcis-15093	9	19	human	human	ADJ
fcis-15093	9	20	resources	resource	NOUN
fcis-15093	9	21	as	as	ADP
fcis-15093	9	22	a	a	DET
fcis-15093	9	23	whole	whole	NOUN
fcis-15093	9	24	,	,	PUNCT
fcis-15093	9	25	pointing	point	VERB
fcis-15093	9	26	out	out	ADP
fcis-15093	9	27	that	that	DET
fcis-15093	9	28	education	education	NOUN
fcis-15093	9	29	,	,	PUNCT
fcis-15093	9	30	science	science	NOUN
fcis-15093	9	31	and	and	CCONJ
fcis-15093	9	32	technology	technology	NOUN
fcis-15093	9	33	,	,	PUNCT
fcis-15093	9	34	and	and	CCONJ
fcis-15093	9	35	human	human	ADJ
fcis-15093	9	36	resources	resource	NOUN
fcis-15093	9	37	are	be	AUX
fcis-15093	9	38	the	the	DET
fcis-15093	9	39	basic	basic	ADJ
fcis-15093	9	40	and	and	CCONJ
fcis-15093	9	41	strategic	strategic	ADJ
fcis-15093	9	42	support	support	NOUN
fcis-15093	9	43	for	for	ADP
fcis-15093	9	44	building	build	VERB
fcis-15093	9	45	a	a	DET
fcis-15093	9	46	socialist	socialist	ADJ
fcis-15093	9	47	modernized	modernized	ADJ
fcis-15093	9	48	country	country	NOUN
fcis-15093	9	49	in	in	ADP
fcis-15093	9	50	a	a	DET
fcis-15093	9	51	comprehensive	comprehensive	ADJ
fcis-15093	9	52	manner	manner	NOUN
fcis-15093	9	53	,	,	PUNCT
fcis-15093	9	54	and	and	CCONJ
fcis-15093	9	55	that	that	SCONJ
fcis-15093	9	56	it	it	PRON
fcis-15093	9	57	is	be	AUX
fcis-15093	9	58	necessary	necessary	ADJ
fcis-15093	9	59	to	to	PART
fcis-15093	9	60	adhere	adhere	VERB
fcis-15093	9	61	to	to	ADP
fcis-15093	9	62	the	the	DET
fcis-15093	9	63	idea	idea	NOUN
fcis-15093	9	64	that	that	SCONJ
fcis-15093	9	65	science	science	NOUN
fcis-15093	9	66	and	and	CCONJ
fcis-15093	9	67	technology	technology	NOUN
fcis-15093	9	68	is	be	AUX
fcis-15093	9	69	the	the	DET
fcis-15093	9	70	first	first	ADJ
fcis-15093	9	71	productive	productive	ADJ
fcis-15093	9	72	force	force	NOUN
fcis-15093	9	73	,	,	PUNCT
fcis-15093	9	74	human	human	ADJ
fcis-15093	9	75	resources	resource	NOUN
fcis-15093	9	76	are	be	AUX
fcis-15093	9	77	the	the	DET
fcis-15093	9	78	first	first	ADJ
fcis-15093	9	79	resource	resource	NOUN
fcis-15093	9	80	,	,	PUNCT
fcis-15093	9	81	and	and	CCONJ
fcis-15093	9	82	innovation	innovation	NOUN
fcis-15093	9	83	is	be	AUX
fcis-15093	9	84	the	the	DET
fcis-15093	9	85	first	first	ADJ
fcis-15093	9	86	driving	driving	NOUN
fcis-15093	9	87	force	force	NOUN
fcis-15093	9	88	.	.	PUNCT
fcis-15093	10	1	r&d	r&d	NOUN
fcis-15093	10	2	input	input	NOUN
fcis-15093	10	3	-	-	PUNCT
fcis-15093	10	4	output	output	NOUN
fcis-15093	10	5	efficiency	efficiency	NOUN
fcis-15093	10	6	is	be	AUX
fcis-15093	10	7	an	an	DET
fcis-15093	10	8	important	important	ADJ
fcis-15093	10	9	indicator	indicator	NOUN
fcis-15093	10	10	reflecting	reflect	VERB
fcis-15093	10	11	regional	regional	ADJ
fcis-15093	10	12	scientific	scientific	ADJ
fcis-15093	10	13	and	and	CCONJ
fcis-15093	10	14	technological	technological	ADJ
fcis-15093	10	15	resource	resource	NOUN
fcis-15093	10	16	allocation	allocation	NOUN
fcis-15093	10	17	and	and	CCONJ
fcis-15093	10	18	operation	operation	NOUN
fcis-15093	10	19	ability	ability	NOUN
fcis-15093	10	20	,	,	PUNCT
fcis-15093	10	21	which	which	PRON
fcis-15093	10	22	can	can	AUX
fcis-15093	10	23	be	be	AUX
fcis-15093	10	24	obtained	obtain	VERB
fcis-15093	10	25	through	through	ADP
fcis-15093	10	26	evaluation	evaluation	NOUN
fcis-15093	10	27	and	and	CCONJ
fcis-15093	10	28	measurement	measurement	NOUN
fcis-15093	10	29	.	.	PUNCT
fcis-15093	11	1	foreign	foreign	ADJ
fcis-15093	11	2	research	research	NOUN
fcis-15093	11	3	on	on	ADP
fcis-15093	11	4	the	the	DET
fcis-15093	11	5	evaluation	evaluation	NOUN
fcis-15093	11	6	of	of	ADP
fcis-15093	11	7	r&d	r&d	NOUN
fcis-15093	11	8	input	input	NOUN
fcis-15093	11	9	-	-	PUNCT
fcis-15093	11	10	output	output	NOUN
fcis-15093	11	11	efficiency	efficiency	NOUN
fcis-15093	11	12	is	be	AUX
fcis-15093	11	13	mainly	mainly	ADV
fcis-15093	11	14	promoted	promote	VERB
fcis-15093	11	15	along	along	ADP
fcis-15093	11	16	the	the	DET
fcis-15093	11	17	aspects	aspect	NOUN
fcis-15093	11	18	of	of	ADP
fcis-15093	11	19	improving	improve	VERB
fcis-15093	11	20	the	the	DET
fcis-15093	11	21	efficiency	efficiency	NOUN
fcis-15093	11	22	evaluation	evaluation	NOUN
fcis-15093	11	23	method	method	NOUN
fcis-15093	11	24	and	and	CCONJ
fcis-15093	11	25	extending	extend	VERB
fcis-15093	11	26	the	the	DET
fcis-15093	11	27	evaluation	evaluation	NOUN
fcis-15093	11	28	object	object	NOUN
fcis-15093	11	29	level	level	NOUN
fcis-15093	11	30	.	.	PUNCT
fcis-15093	12	1	in	in	ADP
fcis-15093	12	2	terms	term	NOUN
fcis-15093	12	3	of	of	ADP
fcis-15093	12	4	evaluation	evaluation	NOUN
fcis-15093	12	5	methods	method	NOUN
fcis-15093	12	6	,	,	PUNCT
fcis-15093	12	7	there	there	PRON
fcis-15093	12	8	are	be	VERB
fcis-15093	12	9	mainly	mainly	ADV
fcis-15093	12	10	two	two	NUM
fcis-15093	12	11	types	type	NOUN
fcis-15093	12	12	of	of	ADP
fcis-15093	12	13	non	non	ADJ
fcis-15093	12	14	-	-	ADJ
fcis-15093	12	15	parametric	parametric	ADJ
fcis-15093	12	16	data	datum	NOUN
fcis-15093	12	17	envelopment	envelopment	ADJ
fcis-15093	12	18	analysis	analysis	NOUN
fcis-15093	12	19	(	(	PUNCT
fcis-15093	12	20	dea	dea	NOUN
fcis-15093	12	21	)	)	PUNCT
fcis-15093	12	22	and	and	CCONJ
fcis-15093	12	23	parametric	parametric	ADJ
fcis-15093	12	24	stochastic	stochastic	ADJ
fcis-15093	12	25	frontier	frontier	NOUN
fcis-15093	12	26	approach	approach	NOUN
fcis-15093	12	27	(	(	PUNCT
fcis-15093	12	28	sfa	sfa	PROPN
fcis-15093	12	29	)	)	PUNCT
fcis-15093	12	30	,	,	PUNCT
fcis-15093	12	31	and	and	CCONJ
fcis-15093	12	32	the	the	DET
fcis-15093	12	33	dea	dea	PROPN
fcis-15093	12	34	method	method	NOUN
fcis-15093	12	35	also	also	ADV
fcis-15093	12	36	develops	develop	VERB
fcis-15093	12	37	ccr	ccr	PROPN
fcis-15093	12	38	-	-	PUNCT
fcis-15093	12	39	dea	dea	PROPN
fcis-15093	12	40	,	,	PUNCT
fcis-15093	12	41	bcc	bcc	PROPN
fcis-15093	12	42	-	-	PUNCT
fcis-15093	12	43	dea	dea	PROPN
fcis-15093	12	44	,	,	PUNCT
fcis-15093	12	45	crossefficiency	crossefficiency	NOUN
fcis-15093	12	46	dea	dea	NOUN
fcis-15093	12	47	,	,	PUNCT
fcis-15093	12	48	and	and	CCONJ
fcis-15093	12	49	so	so	ADV
fcis-15093	12	50	on	on	ADV
fcis-15093	12	51	.	.	PUNCT
fcis-15093	13	1	in	in	ADP
fcis-15093	13	2	terms	term	NOUN
fcis-15093	13	3	of	of	ADP
fcis-15093	13	4	evaluation	evaluation	NOUN
fcis-15093	13	5	objects	object	NOUN
fcis-15093	13	6	,	,	PUNCT
fcis-15093	13	7	there	there	PRON
fcis-15093	13	8	are	be	VERB
fcis-15093	13	9	mainly	mainly	ADV
fcis-15093	13	10	studies	study	NOUN
fcis-15093	13	11	oriented	orient	VERB
fcis-15093	13	12	to	to	ADP
fcis-15093	13	13	industrial	industrial	ADJ
fcis-15093	13	14	sectors	sector	NOUN
fcis-15093	13	15	such	such	ADJ
fcis-15093	13	16	as	as	ADP
fcis-15093	13	17	manufacturing	manufacturing	NOUN
fcis-15093	13	18	,	,	PUNCT
fcis-15093	13	19	services	service	NOUN
fcis-15093	13	20	,	,	PUNCT
fcis-15093	13	21	agriculture	agriculture	NOUN
fcis-15093	13	22	,	,	PUNCT
fcis-15093	13	23	etc	etc	X
fcis-15093	13	24	.	.	X
fcis-15093	14	1	there	there	PRON
fcis-15093	14	2	are	be	VERB
fcis-15093	14	3	also	also	ADV
fcis-15093	14	4	studies	study	NOUN
fcis-15093	14	5	oriented	orient	VERB
fcis-15093	14	6	to	to	ADP
fcis-15093	14	7	regions	region	NOUN
fcis-15093	14	8	,	,	PUNCT
fcis-15093	14	9	such	such	ADJ
fcis-15093	14	10	as	as	ADP
fcis-15093	14	11	the	the	DET
fcis-15093	14	12	32	32	NUM
fcis-15093	14	13	cities	city	NOUN
fcis-15093	14	14	in	in	ADP
fcis-15093	14	15	mexico	mexico	PROPN
fcis-15093	14	16	.	.	PUNCT
fcis-15093	15	1	domestic	domestic	ADJ
fcis-15093	15	2	research	research	NOUN
fcis-15093	15	3	on	on	ADP
fcis-15093	15	4	the	the	DET
fcis-15093	15	5	evaluation	evaluation	NOUN
fcis-15093	15	6	of	of	ADP
fcis-15093	15	7	regional	regional	ADJ
fcis-15093	15	8	r&d	r&d	NOUN
fcis-15093	15	9	innovation	innovation	NOUN
fcis-15093	15	10	efficiency	efficiency	NOUN
fcis-15093	15	11	basically	basically	ADV
fcis-15093	15	12	shows	show	VERB
fcis-15093	15	13	a	a	DET
fcis-15093	15	14	similar	similar	ADJ
fcis-15093	15	15	development	development	NOUN
fcis-15093	15	16	line	line	NOUN
fcis-15093	15	17	with	with	ADP
fcis-15093	15	18	foreign	foreign	ADJ
fcis-15093	15	19	research	research	NOUN
fcis-15093	15	20	.	.	PUNCT
fcis-15093	16	1	some	some	DET
fcis-15093	16	2	scholars	scholar	NOUN
fcis-15093	16	3	are	be	AUX
fcis-15093	16	4	devoted	devote	VERB
fcis-15093	16	5	to	to	ADP
fcis-15093	16	6	the	the	DET
fcis-15093	16	7	construction	construction	NOUN
fcis-15093	16	8	of	of	ADP
fcis-15093	16	9	regional	regional	ADJ
fcis-15093	16	10	r&d	r&d	NOUN
fcis-15093	16	11	innovation	innovation	NOUN
fcis-15093	16	12	efficiency	efficiency	NOUN
fcis-15093	16	13	index	index	NOUN
fcis-15093	16	14	system	system	NOUN
fcis-15093	16	15	,	,	PUNCT
fcis-15093	16	16	such	such	ADJ
fcis-15093	16	17	as	as	ADP
fcis-15093	16	18	yan	yan	PROPN
fcis-15093	16	19	liand	liand	PROPN
fcis-15093	16	20	wang	wang	PROPN
fcis-15093	16	21	liqi	liqi	PROPN
fcis-15093	16	22	.	.	PUNCT
fcis-15093	17	1	some	some	DET
fcis-15093	17	2	scholars	scholar	NOUN
fcis-15093	17	3	pay	pay	VERB
fcis-15093	17	4	attention	attention	NOUN
fcis-15093	17	5	to	to	ADP
fcis-15093	17	6	the	the	DET
fcis-15093	17	7	empirical	empirical	ADJ
fcis-15093	17	8	analysis	analysis	NOUN
fcis-15093	17	9	of	of	ADP
fcis-15093	17	10	regional	regional	ADJ
fcis-15093	17	11	r&d	r&d	NOUN
fcis-15093	17	12	innovation	innovation	NOUN
fcis-15093	17	13	efficiency	efficiency	NOUN
fcis-15093	17	14	while	while	SCONJ
fcis-15093	17	15	improving	improve	VERB
fcis-15093	17	16	the	the	DET
fcis-15093	17	17	evaluation	evaluation	NOUN
fcis-15093	17	18	methodology	methodology	NOUN
fcis-15093	17	19	,	,	PUNCT
fcis-15093	17	20	such	such	ADJ
fcis-15093	17	21	as	as	ADP
fcis-15093	17	22	wang	wang	PROPN
fcis-15093	17	23	ruiqi	ruiqi	PROPN
fcis-15093	17	24	et	et	PROPN
fcis-15093	17	25	al	al	PROPN
fcis-15093	17	26	.	.	PROPN
fcis-15093	17	27	,	,	PUNCT
fcis-15093	18	1	gao	gao	PROPN
fcis-15093	18	2	xia	xia	PROPN
fcis-15093	18	3	et	et	PROPN
fcis-15093	18	4	al	al	PROPN
fcis-15093	18	5	.	.	PROPN
fcis-15093	18	6	,	,	PUNCT
fcis-15093	18	7	jiang	jiang	PROPN
fcis-15093	18	8	xinghua	xinghua	PROPN
fcis-15093	18	9	,	,	PUNCT
fcis-15093	18	10	and	and	CCONJ
fcis-15093	18	11	tong	tong	PROPN
fcis-15093	18	12	jixin	jixin	PROPN
fcis-15093	18	13	et	et	PROPN
fcis-15093	18	14	al	al	PROPN
fcis-15093	18	15	.	.	PROPN
fcis-15093	18	16	,	,	PUNCT
fcis-15093	18	17	etc	etc	X
fcis-15093	18	18	.	.	X
fcis-15093	19	1	these	these	DET
fcis-15093	19	2	studies	study	NOUN
fcis-15093	19	3	are	be	AUX
fcis-15093	19	4	useful	useful	ADJ
fcis-15093	19	5	to	to	PART
fcis-15093	19	6	understand	understand	VERB
fcis-15093	19	7	the	the	DET
fcis-15093	19	8	level	level	NOUN
fcis-15093	19	9	of	of	ADP
fcis-15093	19	10	r&d	r&d	NOUN
fcis-15093	19	11	innovation	innovation	NOUN
fcis-15093	19	12	efficiency	efficiency	NOUN
fcis-15093	19	13	in	in	ADP
fcis-15093	19	14	the	the	DET
fcis-15093	19	15	empirical	empirical	ADJ
fcis-15093	19	16	regions	region	NOUN
fcis-15093	19	17	and	and	CCONJ
fcis-15093	19	18	advance	advance	VERB
fcis-15093	19	19	the	the	DET
fcis-15093	19	20	research	research	NOUN
fcis-15093	19	21	on	on	ADP
fcis-15093	19	22	the	the	DET
fcis-15093	19	23	evaluation	evaluation	NOUN
fcis-15093	19	24	of	of	ADP
fcis-15093	19	25	r&d	r&d	NOUN
fcis-15093	19	26	innovation	innovation	NOUN
fcis-15093	19	27	efficiency	efficiency	NOUN
fcis-15093	19	28	.	.	PUNCT
fcis-15093	20	1	therefore	therefore	ADV
fcis-15093	20	2	,	,	PUNCT
fcis-15093	20	3	this	this	DET
fcis-15093	20	4	paper	paper	NOUN
fcis-15093	20	5	evaluates	evaluate	VERB
fcis-15093	20	6	china	china	PROPN
fcis-15093	20	7	's	's	PART
fcis-15093	20	8	regional	regional	ADJ
fcis-15093	20	9	r&d	r&d	NOUN
fcis-15093	20	10	input	input	NOUN
fcis-15093	20	11	and	and	CCONJ
fcis-15093	20	12	output	output	NOUN
fcis-15093	20	13	efficiency	efficiency	NOUN
fcis-15093	20	14	from	from	ADP
fcis-15093	20	15	both	both	CCONJ
fcis-15093	20	16	static	static	ADJ
fcis-15093	20	17	and	and	CCONJ
fcis-15093	20	18	dynamic	dynamic	ADJ
fcis-15093	20	19	aspects	aspect	NOUN
fcis-15093	20	20	by	by	ADP
fcis-15093	20	21	establishing	establish	VERB
fcis-15093	20	22	the	the	DET
fcis-15093	20	23	index	index	NOUN
fcis-15093	20	24	system	system	NOUN
fcis-15093	20	25	of	of	ADP
fcis-15093	20	26	r&d	r&d	NOUN
fcis-15093	20	27	input	input	NOUN
fcis-15093	20	28	and	and	CCONJ
fcis-15093	20	29	output	output	NOUN
fcis-15093	20	30	with	with	ADP
fcis-15093	20	31	certain	certain	ADJ
fcis-15093	20	32	theoretical	theoretical	ADJ
fcis-15093	20	33	value	value	NOUN
fcis-15093	20	34	,	,	PUNCT
fcis-15093	20	35	which	which	PRON
fcis-15093	20	36	is	be	AUX
fcis-15093	20	37	of	of	ADP
fcis-15093	20	38	practical	practical	ADJ
fcis-15093	20	39	significance	significance	NOUN
fcis-15093	20	40	for	for	ADP
fcis-15093	20	41	the	the	DET
fcis-15093	20	42	improvement	improvement	NOUN
fcis-15093	20	43	of	of	ADP
fcis-15093	20	44	regional	regional	ADJ
fcis-15093	20	45	r&d	r&d	NOUN
fcis-15093	20	46	input	input	NOUN
fcis-15093	20	47	and	and	CCONJ
fcis-15093	20	48	output	output	NOUN
fcis-15093	20	49	efficiency	efficiency	NOUN
fcis-15093	20	50	and	and	CCONJ
fcis-15093	20	51	the	the	DET
fcis-15093	20	52	in	in	ADP
fcis-15093	20	53	-	-	PUNCT
fcis-15093	20	54	depth	depth	NOUN
fcis-15093	20	55	implementation	implementation	NOUN
fcis-15093	20	56	of	of	ADP
fcis-15093	20	57	the	the	DET
fcis-15093	20	58	national	national	ADJ
fcis-15093	20	59	innovation	innovation	NOUN
fcis-15093	20	60	-	-	PUNCT
fcis-15093	20	61	driven	drive	VERB
fcis-15093	20	62	strategy	strategy	NOUN
fcis-15093	20	63	.	.	PUNCT
fcis-15093	21	1	2	2	X
fcis-15093	21	2	.	.	X
fcis-15093	21	3	dea	dea	PROPN
fcis-15093	21	4	model	model	PROPN
fcis-15093	21	5	design	design	NOUN
fcis-15093	21	6	2.1	2.1	NUM
fcis-15093	21	7	.	.	PUNCT
fcis-15093	22	1	modeling	model	VERB
fcis-15093	22	2	data	datum	NOUN
fcis-15093	22	3	envelopment	envelopment	ADJ
fcis-15093	22	4	analysis	analysis	NOUN
fcis-15093	22	5	(	(	PUNCT
fcis-15093	22	6	dea	dea	NOUN
fcis-15093	22	7	)	)	PUNCT
fcis-15093	22	8	is	be	AUX
fcis-15093	22	9	a	a	DET
fcis-15093	22	10	method	method	NOUN
fcis-15093	22	11	proposed	propose	VERB
fcis-15093	22	12	by	by	ADP
fcis-15093	22	13	the	the	DET
fcis-15093	22	14	famous	famous	ADJ
fcis-15093	22	15	american	american	ADJ
fcis-15093	22	16	operations	operation	NOUN
fcis-15093	22	17	researchers	researcher	NOUN
fcis-15093	22	18	a.	a.	NOUN
fcis-15093	22	19	charnes	charne	NOUN
fcis-15093	22	20	and	and	CCONJ
fcis-15093	22	21	w.	w.	PROPN
fcis-15093	22	22	w.	w.	PROPN
fcis-15093	22	23	cooper	cooper	PROPN
fcis-15093	22	24	for	for	ADP
fcis-15093	22	25	comparing	compare	VERB
fcis-15093	22	26	and	and	CCONJ
fcis-15093	22	27	evaluating	evaluate	VERB
fcis-15093	22	28	the	the	DET
fcis-15093	22	29	relative	relative	ADJ
fcis-15093	22	30	effectiveness	effectiveness	NOUN
fcis-15093	22	31	between	between	ADP
fcis-15093	22	32	similar	similar	ADJ
fcis-15093	22	33	decision	decision	NOUN
fcis-15093	22	34	-	-	PUNCT
fcis-15093	22	35	making	make	VERB
fcis-15093	22	36	units	unit	NOUN
fcis-15093	22	37	(	(	PUNCT
fcis-15093	22	38	dmu	dmu	PROPN
fcis-15093	22	39	)	)	PUNCT
fcis-15093	22	40	with	with	ADP
fcis-15093	22	41	multiple	multiple	ADJ
fcis-15093	22	42	inputs	input	NOUN
fcis-15093	22	43	and	and	CCONJ
fcis-15093	22	44	multiple	multiple	ADJ
fcis-15093	22	45	outputs	output	NOUN
fcis-15093	22	46	.	.	PUNCT
fcis-15093	23	1	because	because	SCONJ
fcis-15093	23	2	the	the	DET
fcis-15093	23	3	method	method	NOUN
fcis-15093	23	4	directly	directly	ADV
fcis-15093	23	5	uses	use	VERB
fcis-15093	23	6	input	input	NOUN
fcis-15093	23	7	and	and	CCONJ
fcis-15093	23	8	output	output	NOUN
fcis-15093	23	9	data	datum	NOUN
fcis-15093	23	10	to	to	PART
fcis-15093	23	11	construct	construct	VERB
fcis-15093	23	12	a	a	DET
fcis-15093	23	13	nonparametric	nonparametric	ADJ
fcis-15093	23	14	dea	dea	PROPN
fcis-15093	23	15	model	model	NOUN
fcis-15093	23	16	to	to	PART
fcis-15093	23	17	compare	compare	VERB
fcis-15093	23	18	the	the	DET
fcis-15093	23	19	relative	relative	ADJ
fcis-15093	23	20	efficiency	efficiency	NOUN
fcis-15093	23	21	of	of	ADP
fcis-15093	23	22	input	input	NOUN
fcis-15093	23	23	and	and	CCONJ
fcis-15093	23	24	output	output	NOUN
fcis-15093	23	25	of	of	ADP
fcis-15093	23	26	decision	decision	NOUN
fcis-15093	23	27	making	make	VERB
fcis-15093	23	28	units	unit	NOUN
fcis-15093	23	29	,	,	PUNCT
fcis-15093	23	30	it	it	PRON
fcis-15093	23	31	does	do	AUX
fcis-15093	23	32	not	not	PART
fcis-15093	23	33	need	need	VERB
fcis-15093	23	34	to	to	PART
fcis-15093	23	35	determine	determine	VERB
fcis-15093	23	36	the	the	DET
fcis-15093	23	37	form	form	NOUN
fcis-15093	23	38	of	of	ADP
fcis-15093	23	39	the	the	DET
fcis-15093	23	40	function	function	NOUN
fcis-15093	23	41	and	and	CCONJ
fcis-15093	23	42	the	the	DET
fcis-15093	23	43	weights	weight	NOUN
fcis-15093	23	44	of	of	ADP
fcis-15093	23	45	the	the	DET
fcis-15093	23	46	input	input	NOUN
fcis-15093	23	47	and	and	CCONJ
fcis-15093	23	48	output	output	NOUN
fcis-15093	23	49	indicators	indicator	NOUN
fcis-15093	23	50	in	in	ADP
fcis-15093	23	51	advance	advance	NOUN
fcis-15093	23	52	when	when	SCONJ
fcis-15093	23	53	dealing	deal	VERB
fcis-15093	23	54	with	with	ADP
fcis-15093	23	55	the	the	DET
fcis-15093	23	56	input	input	NOUN
fcis-15093	23	57	and	and	CCONJ
fcis-15093	23	58	output	output	NOUN
fcis-15093	23	59	problems	problem	NOUN
fcis-15093	23	60	,	,	PUNCT
fcis-15093	23	61	and	and	CCONJ
fcis-15093	23	62	the	the	DET
fcis-15093	23	63	decomposition	decomposition	NOUN
fcis-15093	23	64	of	of	ADP
fcis-15093	23	65	the	the	DET
fcis-15093	23	66	efficiency	efficiency	NOUN
fcis-15093	23	67	of	of	ADP
fcis-15093	23	68	the	the	DET
fcis-15093	23	69	input	input	NOUN
fcis-15093	23	70	and	and	CCONJ
fcis-15093	23	71	output	output	NOUN
fcis-15093	23	72	is	be	AUX
fcis-15093	23	73	more	more	ADV
fcis-15093	23	74	objective	objective	ADJ
fcis-15093	23	75	,	,	PUNCT
fcis-15093	23	76	based	base	VERB
fcis-15093	23	77	on	on	ADP
fcis-15093	23	78	this	this	DET
fcis-15093	23	79	advantage	advantage	NOUN
fcis-15093	23	80	,	,	PUNCT
fcis-15093	23	81	this	this	DET
fcis-15093	23	82	paper	paper	NOUN
fcis-15093	23	83	adopts	adopt	VERB
fcis-15093	23	84	the	the	DET
fcis-15093	23	85	data	datum	NOUN
fcis-15093	23	86	envelopment	envelopment	ADJ
fcis-15093	23	87	analysis	analysis	NOUN
fcis-15093	23	88	(	(	PUNCT
fcis-15093	23	89	dea	dea	NOUN
fcis-15093	23	90	)	)	PUNCT
fcis-15093	23	91	evaluation	evaluation	NOUN
fcis-15093	23	92	model	model	NOUN
fcis-15093	23	93	for	for	ADP
fcis-15093	23	94	assessment	assessment	NOUN
fcis-15093	23	95	.	.	PUNCT
fcis-15093	24	1	the	the	DET
fcis-15093	24	2	expression	expression	NOUN
fcis-15093	24	3	is	be	AUX
fcis-15093	24	4	:	:	PUNCT
fcis-15093	24	5	njsrsij	njsrsij	PROPN
fcis-15093	24	6	j	j	PROPN
fcis-15093	24	7	yrksrjyrj	yrksrjyrj	PROPN
fcis-15093	24	8	xiksijxij	xiksijxij	PROPN
fcis-15093	25	1	sisi	sisi	PROPN
fcis-15093	26	1	i	i	PRON
fcis-15093	26	2	j	j	PROPN
fcis-15093	27	1	i	i	PRON
fcis-15093	27	2	j	j	VERB
fcis-15093	28	1	i	i	PRON
fcis-15093	28	2	j	j	PROPN
fcis-15093	29	1	n	n	CCONJ
fcis-15093	30	1	r	r	NOUN
fcis-15093	30	2	m	m	VERB
fcis-15093	30	3	i	i	PRON
fcis-15093	30	4	,	,	PUNCT
fcis-15093	30	5	,	,	PUNCT
fcis-15093	30	6	2,1,0	2,1,0	NUM
fcis-15093	30	7	,	,	PUNCT
fcis-15093	30	8	,	,	PUNCT
fcis-15093	30	9	1	1	NUM
fcis-15093	30	10	)	)	PUNCT
fcis-15093	30	11	]	]	X
fcis-15093	30	12	(	(	PUNCT
fcis-15093	30	13	min	min	NOUN
fcis-15093	30	14	[	[	PUNCT
fcis-15093	30	15	1	1	NUM
fcis-15093	30	16	1	1	NUM
fcis-15093	30	17	1	1	NUM
fcis-15093	30	18	11	11	NUM
fcis-15093	30	19			NOUN
fcis-15093	30	20			NUM
fcis-15093	30	21			PROPN
fcis-15093	30	22			NOUN
fcis-15093	30	23			PROPN
fcis-15093	30	24			PROPN
fcis-15093	30	25			PROPN
fcis-15093	30	26			PROPN
fcis-15093	30	27			PUNCT
fcis-15093	30	28			NUM
fcis-15093	30	29			PROPN
fcis-15093	30	30			PRON
fcis-15093	30	31			PUNCT
fcis-15093	30	32			NUM
fcis-15093	30	33			PROPN
fcis-15093	30	34			X
fcis-15093	30	35			X
fcis-15093	30	36			X
fcis-15093	30	37			PRON
fcis-15093	30	38			X
fcis-15093	30	39			ADJ
fcis-15093	30	40			ADJ
fcis-15093	30	41			PROPN
fcis-15093	30	42			PROPN
fcis-15093	30	43	26	26	NUM
fcis-15093	30	44	where	where	SCONJ
fcis-15093	30	45	,	,	PUNCT
fcis-15093	30	46	the	the	DET
fcis-15093	30	47	bcc	bcc	PROPN
fcis-15093	30	48	model	model	NOUN
fcis-15093	30	49	is	be	AUX
fcis-15093	30	50	assumed	assume	VERB
fcis-15093	30	51	to	to	PART
fcis-15093	30	52	have	have	VERB
fcis-15093	30	53	multiple	multiple	ADJ
fcis-15093	30	54	decision	decision	NOUN
fcis-15093	30	55	-	-	PUNCT
fcis-15093	30	56	making	make	VERB
fcis-15093	30	57	units	unit	NOUN
fcis-15093	30	58	(	(	PUNCT
fcis-15093	30	59	dmu	dmu	PROPN
fcis-15093	30	60	)	)	PUNCT
fcis-15093	30	61	,	,	PUNCT
fcis-15093	30	62	where	where	SCONJ
fcis-15093	30	63	x	x	PRON
fcis-15093	30	64	is	be	AUX
fcis-15093	30	65	the	the	DET
fcis-15093	30	66	i	i	PROPN
fcis-15093	30	67	-	-	PUNCT
fcis-15093	30	68	th	th	X
fcis-15093	30	69	input	input	NOUN
fcis-15093	30	70	of	of	ADP
fcis-15093	30	71	a	a	DET
fcis-15093	30	72	certain	certain	ADJ
fcis-15093	30	73	decision	decision	NOUN
fcis-15093	30	74	unit	unit	NOUN
fcis-15093	30	75	j	j	PROPN
fcis-15093	30	76	,	,	PUNCT
fcis-15093	30	77	and	and	CCONJ
fcis-15093	30	78	x	x	PRON
fcis-15093	30	79	≥	≥	NOUN
fcis-15093	30	80	0;y	0;y	NUM
fcis-15093	30	81	is	be	AUX
fcis-15093	30	82	the	the	DET
fcis-15093	30	83	r	r	NOUN
fcis-15093	30	84	-	-	PUNCT
fcis-15093	30	85	th	th	VERB
fcis-15093	30	86	output	output	NOUN
fcis-15093	30	87	of	of	ADP
fcis-15093	30	88	a	a	DET
fcis-15093	30	89	certain	certain	ADJ
fcis-15093	30	90	decision	decision	NOUN
fcis-15093	30	91	unit	unit	NOUN
fcis-15093	30	92	j	j	PROPN
fcis-15093	30	93	,	,	PUNCT
fcis-15093	30	94	y	y	PROPN
fcis-15093	30	95	≥0	≥0	NOUN
fcis-15093	30	96	,	,	PUNCT
fcis-15093	30	97	theθ	theθ	ADV
fcis-15093	30	98	is	be	AUX
fcis-15093	30	99	the	the	DET
fcis-15093	30	100	target	target	NOUN
fcis-15093	30	101	planning	planning	NOUN
fcis-15093	30	102	value	value	NOUN
fcis-15093	30	103	,	,	PUNCT
fcis-15093	30	104	andλ	andλ	PROPN
fcis-15093	30	105	is	be	AUX
fcis-15093	30	106	the	the	DET
fcis-15093	30	107	planning	planning	NOUN
fcis-15093	30	108	decision	decision	NOUN
fcis-15093	30	109	variable	variable	NOUN
fcis-15093	30	110	,	,	PUNCT
fcis-15093	30	111	ε	ε	PROPN
fcis-15093	30	112	is	be	AUX
fcis-15093	30	113	the	the	DET
fcis-15093	30	114	nonarchimedean	nonarchimedean	ADJ
fcis-15093	30	115	infinitesimal	infinitesimal	NOUN
fcis-15093	30	116	,	,	PUNCT
fcis-15093	30	117	si	si	PROPN
fcis-15093	30	118	andsr	andsr	PROPN
fcis-15093	30	119	are	be	AUX
fcis-15093	30	120	vectors	vector	NOUN
fcis-15093	30	121	of	of	ADP
fcis-15093	30	122	slack	slack	NOUN
fcis-15093	30	123	variables	variable	NOUN
fcis-15093	30	124	.	.	PUNCT
fcis-15093	31	1	ifθ	ifθ	PROPN
fcis-15093	31	2	1	1	NUM
fcis-15093	31	3	,	,	PUNCT
fcis-15093	31	4	s	s	PART
fcis-15093	31	5	=	=	SYM
fcis-15093	31	6	0	0	NUM
fcis-15093	31	7	,	,	PUNCT
fcis-15093	31	8	ands	ands	X
fcis-15093	31	9	=	=	SYM
fcis-15093	31	10	0	0	NUM
fcis-15093	31	11	,	,	PUNCT
fcis-15093	31	12	the	the	DET
fcis-15093	31	13	decision	decision	NOUN
fcis-15093	31	14	-	-	PUNCT
fcis-15093	31	15	making	make	VERB
fcis-15093	31	16	unit	unit	NOUN
fcis-15093	31	17	dea	dea	NOUN
fcis-15093	31	18	is	be	AUX
fcis-15093	31	19	valid	valid	ADJ
fcis-15093	31	20	;	;	PUNCT
fcis-15093	31	21	ifθ	ifθ	PROPN
fcis-15093	31	22	1	1	NUM
fcis-15093	31	23	,	,	PUNCT
fcis-15093	31	24	the	the	DET
fcis-15093	31	25	dmu	dmu	PROPN
fcis-15093	31	26	is	be	AUX
fcis-15093	31	27	dea	dea	PROPN
fcis-15093	31	28	invalid	invalid	ADJ
fcis-15093	31	29	;	;	PUNCT
fcis-15093	31	30	ifθ	ifθ	PROPN
fcis-15093	31	31	1	1	NUM
fcis-15093	31	32	,	,	PUNCT
fcis-15093	31	33	and	and	CCONJ
fcis-15093	31	34	s	s	VERB
fcis-15093	31	35	≠0	≠0	NOUN
fcis-15093	31	36	or	or	CCONJ
fcis-15093	31	37	s	s	NOUN
fcis-15093	31	38	≠0	≠0	NOUN
fcis-15093	31	39	,	,	PUNCT
fcis-15093	31	40	the	the	DET
fcis-15093	31	41	dmu	dmu	PROPN
fcis-15093	31	42	is	be	AUX
fcis-15093	31	43	weak	weak	ADJ
fcis-15093	31	44	dea	dea	PROPN
fcis-15093	31	45	valid	valid	NOUN
fcis-15093	31	46	.	.	PUNCT
fcis-15093	32	1	the	the	DET
fcis-15093	32	2	malmquist	malmquist	PROPN
fcis-15093	32	3	index	index	NOUN
fcis-15093	32	4	method	method	NOUN
fcis-15093	32	5	is	be	AUX
fcis-15093	32	6	widely	widely	ADV
fcis-15093	32	7	used	use	VERB
fcis-15093	32	8	to	to	PART
fcis-15093	32	9	measure	measure	VERB
fcis-15093	32	10	productivity	productivity	NOUN
fcis-15093	32	11	change	change	NOUN
fcis-15093	32	12	and	and	CCONJ
fcis-15093	32	13	is	be	AUX
fcis-15093	32	14	expressed	express	VERB
fcis-15093	32	15	as	as	ADP
fcis-15093	32	16	:	:	PUNCT
fcis-15093	32	17	techsechpechtecheffchtfpch	techsechpechtecheffchtfpch	ADJ
fcis-15093	32	18	yxd	yxd	PROPN
fcis-15093	32	19	yxd	yxd	PROPN
fcis-15093	32	20	yxd	yxd	PROPN
fcis-15093	32	21	yxd	yxd	PROPN
fcis-15093	32	22	tech	tech	PROPN
fcis-15093	32	23	yxd	yxd	PROPN
fcis-15093	32	24	yxd	yxd	PROPN
fcis-15093	32	25	effch	effch	PROPN
fcis-15093	32	26	yxd	yxd	PROPN
fcis-15093	32	27	yxd	yxd	PROPN
fcis-15093	32	28	yxd	yxd	PROPN
fcis-15093	32	29	yxd	yxd	PROPN
fcis-15093	32	30	yxyxm	yxyxm	PROPN
fcis-15093	32	31	ttt	ttt	PROPN
fcis-15093	32	32	ttt	ttt	PROPN
fcis-15093	32	33	ttt	ttt	PROPN
fcis-15093	32	34	ttt	ttt	PROPN
fcis-15093	32	35	ttt	ttt	PROPN
fcis-15093	32	36	ttt	ttt	PROPN
fcis-15093	32	37	ttt	ttt	PROPN
fcis-15093	32	38	ttt	ttt	PROPN
fcis-15093	32	39	ttt	ttt	PROPN
fcis-15093	32	40	ttt	ttt	PROPN
fcis-15093	32	41	tttt	tttt	PROPN
fcis-15093	33	1			PROPN
fcis-15093	33	2			PART
fcis-15093	34	1			PROPN
fcis-15093	34	2			ADJ
fcis-15093	34	3			ADJ
fcis-15093	34	4			PROPN
fcis-15093	34	5			PROPN
fcis-15093	34	6			PUNCT
fcis-15093	34	7			NOUN
fcis-15093	34	8			PROPN
fcis-15093	34	9	)	)	PUNCT
fcis-15093	34	10	(	(	PUNCT
fcis-15093	34	11	]	]	PUNCT
fcis-15093	34	12	)	)	PUNCT
fcis-15093	34	13	,	,	PUNCT
fcis-15093	34	14	(	(	PUNCT
fcis-15093	34	15	)	)	PUNCT
fcis-15093	34	16	,	,	PUNCT
fcis-15093	34	17	(	(	PUNCT
fcis-15093	34	18	)	)	PUNCT
fcis-15093	34	19	,	,	PUNCT
fcis-15093	34	20	(	(	PUNCT
fcis-15093	34	21	)	)	PUNCT
fcis-15093	34	22	,	,	PUNCT
fcis-15093	34	23	(	(	PUNCT
fcis-15093	34	24	[	[	PUNCT
fcis-15093	34	25	)	)	PUNCT
fcis-15093	34	26	,	,	PUNCT
fcis-15093	34	27	(	(	PUNCT
fcis-15093	34	28	)	)	PUNCT
fcis-15093	34	29	,	,	PUNCT
fcis-15093	34	30	(	(	PUNCT
fcis-15093	34	31	]	]	PUNCT
fcis-15093	34	32	)	)	PUNCT
fcis-15093	34	33	,	,	PUNCT
fcis-15093	34	34	(	(	PUNCT
fcis-15093	34	35	)	)	PUNCT
fcis-15093	34	36	,	,	PUNCT
fcis-15093	34	37	(	(	PUNCT
fcis-15093	34	38	)	)	PUNCT
fcis-15093	34	39	,	,	PUNCT
fcis-15093	34	40	(	(	PUNCT
fcis-15093	34	41	)	)	PUNCT
fcis-15093	34	42	,	,	PUNCT
fcis-15093	34	43	(	(	PUNCT
fcis-15093	34	44	[	[	X
fcis-15093	34	45	)	)	PUNCT
fcis-15093	34	46	,	,	PUNCT
fcis-15093	34	47	,	,	PUNCT
fcis-15093	34	48	,	,	PUNCT
fcis-15093	34	49	(	(	PUNCT
fcis-15093	34	50	2	2	NUM
fcis-15093	34	51	1	1	NUM
fcis-15093	34	52	1111	1111	NUM
fcis-15093	34	53	11	11	NUM
fcis-15093	34	54	11	11	NUM
fcis-15093	34	55	2	2	NUM
fcis-15093	34	56	1	1	NUM
fcis-15093	34	57	1	1	NUM
fcis-15093	34	58	11111	11111	NUM
fcis-15093	34	59	11	11	NUM
fcis-15093	34	60	where	where	SCONJ
fcis-15093	34	61	,	,	PUNCT
fcis-15093	34	62	(	(	PUNCT
fcis-15093	34	63	x	x	X
fcis-15093	34	64	,	,	PUNCT
fcis-15093	34	65	y	y	PROPN
fcis-15093	34	66	)	)	PUNCT
fcis-15093	34	67	and	and	CCONJ
fcis-15093	34	68	(	(	PUNCT
fcis-15093	34	69	x	x	X
fcis-15093	34	70	,	,	PUNCT
fcis-15093	34	71	y	y	PROPN
fcis-15093	34	72	)	)	PUNCT
fcis-15093	34	73	denote	denote	VERB
fcis-15093	34	74	the	the	DET
fcis-15093	34	75	input	input	NOUN
fcis-15093	34	76	-	-	PUNCT
fcis-15093	34	77	output	output	NOUN
fcis-15093	34	78	vectors	vector	NOUN
fcis-15093	34	79	for	for	ADP
fcis-15093	34	80	period	period	NOUN
fcis-15093	34	81	t	t	NOUN
fcis-15093	34	82	and	and	CCONJ
fcis-15093	34	83	period	period	NOUN
fcis-15093	34	84	t+1	t+1	NUM
fcis-15093	34	85	,	,	PUNCT
fcis-15093	34	86	respectively	respectively	ADV
fcis-15093	34	87	,	,	PUNCT
fcis-15093	34	88	where	where	SCONJ
fcis-15093	34	89	an	an	DET
fcis-15093	34	90	mindex	mindex	NOUN
fcis-15093	34	91	>	>	NOUN
fcis-15093	34	92	1	1	NUM
fcis-15093	34	93	indicates	indicate	VERB
fcis-15093	34	94	an	an	DET
fcis-15093	34	95	increase	increase	NOUN
fcis-15093	34	96	in	in	ADP
fcis-15093	34	97	efficiency	efficiency	NOUN
fcis-15093	34	98	and	and	CCONJ
fcis-15093	34	99	an	an	DET
fcis-15093	34	100	m	m	NOUN
fcis-15093	34	101	-	-	NOUN
fcis-15093	34	102	index	index	NOUN
fcis-15093	34	103	<	<	NOUN
fcis-15093	34	104	1	1	NUM
fcis-15093	34	105	indicates	indicate	VERB
fcis-15093	34	106	a	a	DET
fcis-15093	34	107	decrease	decrease	NOUN
fcis-15093	34	108	in	in	ADP
fcis-15093	34	109	efficiency	efficiency	NOUN
fcis-15093	34	110	.	.	PUNCT
fcis-15093	35	1	2.2	2.2	NUM
fcis-15093	35	2	.	.	PUNCT
fcis-15093	35	3	sample	sample	NOUN
fcis-15093	35	4	selection	selection	NOUN
fcis-15093	35	5	and	and	CCONJ
fcis-15093	35	6	data	datum	NOUN
fcis-15093	35	7	sources	source	NOUN
fcis-15093	35	8	r&d	r&d	NOUN
fcis-15093	35	9	activity	activity	NOUN
fcis-15093	35	10	is	be	AUX
fcis-15093	35	11	a	a	DET
fcis-15093	35	12	complex	complex	ADJ
fcis-15093	35	13	system	system	NOUN
fcis-15093	35	14	with	with	ADP
fcis-15093	35	15	multiple	multiple	ADJ
fcis-15093	35	16	inputs	input	NOUN
fcis-15093	35	17	and	and	CCONJ
fcis-15093	35	18	outputs	output	NOUN
fcis-15093	35	19	,	,	PUNCT
fcis-15093	35	20	and	and	CCONJ
fcis-15093	35	21	making	make	VERB
fcis-15093	35	22	a	a	DET
fcis-15093	35	23	comprehensive	comprehensive	ADJ
fcis-15093	35	24	,	,	PUNCT
fcis-15093	35	25	systematic	systematic	ADJ
fcis-15093	35	26	and	and	CCONJ
fcis-15093	35	27	objective	objective	ADJ
fcis-15093	35	28	evaluation	evaluation	NOUN
fcis-15093	35	29	of	of	ADP
fcis-15093	35	30	it	it	PRON
fcis-15093	35	31	is	be	AUX
fcis-15093	35	32	a	a	DET
fcis-15093	35	33	comprehensive	comprehensive	ADJ
fcis-15093	35	34	evaluation	evaluation	NOUN
fcis-15093	35	35	problem	problem	NOUN
fcis-15093	35	36	with	with	ADP
fcis-15093	35	37	multiple	multiple	ADJ
fcis-15093	35	38	criteria	criterion	NOUN
fcis-15093	35	39	.	.	PUNCT
fcis-15093	36	1	based	base	VERB
fcis-15093	36	2	on	on	ADP
fcis-15093	36	3	the	the	DET
fcis-15093	36	4	current	current	ADJ
fcis-15093	36	5	situation	situation	NOUN
fcis-15093	36	6	of	of	ADP
fcis-15093	36	7	r&d	r&d	NOUN
fcis-15093	36	8	scale	scale	NOUN
fcis-15093	36	9	and	and	CCONJ
fcis-15093	36	10	taking	take	VERB
fcis-15093	36	11	into	into	ADP
fcis-15093	36	12	account	account	NOUN
fcis-15093	36	13	the	the	DET
fcis-15093	36	14	availability	availability	NOUN
fcis-15093	36	15	and	and	CCONJ
fcis-15093	36	16	validity	validity	NOUN
fcis-15093	36	17	of	of	ADP
fcis-15093	36	18	data	datum	NOUN
fcis-15093	36	19	,	,	PUNCT
fcis-15093	36	20	this	this	DET
fcis-15093	36	21	paper	paper	NOUN
fcis-15093	36	22	measures	measure	NOUN
fcis-15093	36	23	and	and	CCONJ
fcis-15093	36	24	analyzes	analyze	VERB
fcis-15093	36	25	the	the	DET
fcis-15093	36	26	r&d	r&d	NOUN
fcis-15093	36	27	input	input	NOUN
fcis-15093	36	28	-	-	PUNCT
fcis-15093	36	29	output	output	NOUN
fcis-15093	36	30	efficiency	efficiency	NOUN
fcis-15093	36	31	of	of	ADP
fcis-15093	36	32	31	31	NUM
fcis-15093	36	33	provinces	province	NOUN
fcis-15093	36	34	in	in	ADP
fcis-15093	36	35	china	china	PROPN
fcis-15093	36	36	from	from	ADP
fcis-15093	36	37	2017	2017	NUM
fcis-15093	36	38	to	to	ADP
fcis-15093	36	39	2021	2021	NUM
fcis-15093	36	40	,	,	PUNCT
fcis-15093	36	41	and	and	CCONJ
fcis-15093	36	42	selects	select	VERB
fcis-15093	36	43	the	the	DET
fcis-15093	36	44	full	full	ADJ
fcis-15093	36	45	-	-	PUNCT
fcis-15093	36	46	time	time	NOUN
fcis-15093	36	47	equivalent	equivalent	NOUN
fcis-15093	36	48	of	of	ADP
fcis-15093	36	49	r&d	r&d	NOUN
fcis-15093	36	50	personnel	personnel	NOUN
fcis-15093	36	51	and	and	CCONJ
fcis-15093	36	52	the	the	DET
fcis-15093	36	53	internal	internal	ADJ
fcis-15093	36	54	expenditure	expenditure	NOUN
fcis-15093	36	55	of	of	ADP
fcis-15093	36	56	r&d	r&d	NOUN
fcis-15093	36	57	funds	fund	NOUN
fcis-15093	36	58	as	as	ADP
fcis-15093	36	59	the	the	DET
fcis-15093	36	60	input	input	NOUN
fcis-15093	36	61	indexes	index	NOUN
fcis-15093	36	62	,	,	PUNCT
fcis-15093	36	63	and	and	CCONJ
fcis-15093	36	64	the	the	DET
fcis-15093	36	65	number	number	NOUN
fcis-15093	36	66	of	of	ADP
fcis-15093	36	67	patent	patent	NOUN
fcis-15093	36	68	authorizations	authorization	NOUN
fcis-15093	36	69	and	and	CCONJ
fcis-15093	36	70	technology	technology	NOUN
fcis-15093	36	71	market	market	NOUN
fcis-15093	36	72	turnover	turnover	NOUN
fcis-15093	36	73	are	be	AUX
fcis-15093	36	74	selected	select	VERB
fcis-15093	36	75	to	to	PART
fcis-15093	36	76	measure	measure	VERB
fcis-15093	36	77	the	the	DET
fcis-15093	36	78	output	output	NOUN
fcis-15093	36	79	level	level	NOUN
fcis-15093	36	80	of	of	ADP
fcis-15093	36	81	r&d	r&d	NOUN
fcis-15093	36	82	in	in	ADP
fcis-15093	36	83	each	each	DET
fcis-15093	36	84	region	region	NOUN
fcis-15093	36	85	of	of	ADP
fcis-15093	36	86	china	china	PROPN
fcis-15093	36	87	.	.	PUNCT
fcis-15093	37	1	the	the	DET
fcis-15093	37	2	research	research	NOUN
fcis-15093	37	3	design	design	NOUN
fcis-15093	37	4	of	of	ADP
fcis-15093	37	5	r&d	r&d	NOUN
fcis-15093	37	6	input	input	NOUN
fcis-15093	37	7	and	and	CCONJ
fcis-15093	37	8	output	output	NOUN
fcis-15093	37	9	indicators	indicator	NOUN
fcis-15093	37	10	is	be	AUX
fcis-15093	37	11	shown	show	VERB
fcis-15093	37	12	in	in	ADP
fcis-15093	37	13	table	table	NOUN
fcis-15093	37	14	1	1	NUM
fcis-15093	37	15	.	.	PUNCT
fcis-15093	37	16	table	table	NOUN
fcis-15093	37	17	1	1	NUM
fcis-15093	37	18	.	.	PUNCT
fcis-15093	38	1	r&d	r&d	NOUN
fcis-15093	38	2	input	input	NOUN
fcis-15093	38	3	-	-	PUNCT
fcis-15093	38	4	output	output	NOUN
fcis-15093	38	5	indicator	indicator	NOUN
fcis-15093	38	6	system	system	NOUN
fcis-15093	38	7	standardized	standardize	VERB
fcis-15093	38	8	layer	layer	NOUN
fcis-15093	38	9	indicator	indicator	NOUN
fcis-15093	38	10	layer	layer	NOUN
fcis-15093	38	11	input	input	NOUN
fcis-15093	38	12	indicators	indicator	NOUN
fcis-15093	38	13	full	full	ADJ
fcis-15093	38	14	-	-	PUNCT
fcis-15093	38	15	time	time	NOUN
fcis-15093	38	16	equivalent	equivalent	NOUN
fcis-15093	38	17	of	of	ADP
fcis-15093	38	18	r&d	r&d	NOUN
fcis-15093	38	19	personnel	personnel	NOUN
fcis-15093	38	20	internal	internal	ADJ
fcis-15093	38	21	expenditure	expenditure	NOUN
fcis-15093	38	22	on	on	ADP
fcis-15093	38	23	r&d	r&d	NOUN
fcis-15093	38	24	funds	fund	NOUN
fcis-15093	38	25	output	output	NOUN
fcis-15093	38	26	indicators	indicator	NOUN
fcis-15093	38	27	number	number	NOUN
fcis-15093	38	28	of	of	ADP
fcis-15093	38	29	patents	patent	NOUN
fcis-15093	38	30	granted	grant	VERB
fcis-15093	38	31	technology	technology	NOUN
fcis-15093	38	32	market	market	NOUN
fcis-15093	38	33	turnover	turnover	NOUN
fcis-15093	38	34	the	the	DET
fcis-15093	38	35	study	study	NOUN
fcis-15093	38	36	takes	take	VERB
fcis-15093	38	37	31	31	NUM
fcis-15093	38	38	provinces	province	NOUN
fcis-15093	38	39	and	and	CCONJ
fcis-15093	38	40	cities	city	NOUN
fcis-15093	38	41	(	(	PUNCT
fcis-15093	38	42	excluding	exclude	VERB
fcis-15093	38	43	hong	hong	PROPN
fcis-15093	38	44	kong	kong	PROPN
fcis-15093	38	45	,	,	PUNCT
fcis-15093	38	46	macao	macao	PROPN
fcis-15093	38	47	and	and	CCONJ
fcis-15093	38	48	taiwan	taiwan	PROPN
fcis-15093	38	49	)	)	PUNCT
fcis-15093	38	50	as	as	ADP
fcis-15093	38	51	sample	sample	NOUN
fcis-15093	38	52	decision	decision	NOUN
fcis-15093	38	53	-	-	PUNCT
fcis-15093	38	54	making	make	VERB
fcis-15093	38	55	units	unit	NOUN
fcis-15093	38	56	,	,	PUNCT
fcis-15093	38	57	and	and	CCONJ
fcis-15093	38	58	carries	carry	VERB
fcis-15093	38	59	out	out	ADP
fcis-15093	38	60	sample	sample	NOUN
fcis-15093	38	61	statistical	statistical	ADJ
fcis-15093	38	62	analysis	analysis	NOUN
fcis-15093	38	63	using	use	VERB
fcis-15093	38	64	the	the	DET
fcis-15093	38	65	2017	2017	NUM
fcis-15093	38	66	-	-	SYM
fcis-15093	38	67	2021	2021	NUM
fcis-15093	38	68	china	china	PROPN
fcis-15093	38	69	statistical	statistical	ADJ
fcis-15093	38	70	yearbook	yearbook	NOUN
fcis-15093	38	71	,	,	PUNCT
fcis-15093	38	72	china	china	PROPN
fcis-15093	38	73	science	science	PROPN
fcis-15093	38	74	and	and	CCONJ
fcis-15093	38	75	technology	technology	NOUN
fcis-15093	38	76	statistical	statistical	ADJ
fcis-15093	38	77	yearbook	yearbook	NOUN
fcis-15093	38	78	,	,	PUNCT
fcis-15093	38	79	and	and	CCONJ
fcis-15093	38	80	provincial	provincial	ADJ
fcis-15093	38	81	and	and	CCONJ
fcis-15093	38	82	municipal	municipal	ADJ
fcis-15093	38	83	statistical	statistical	ADJ
fcis-15093	38	84	yearbooks	yearbook	NOUN
fcis-15093	38	85	as	as	SCONJ
fcis-15093	38	86	data	datum	NOUN
fcis-15093	38	87	sources	source	NOUN
fcis-15093	38	88	to	to	PART
fcis-15093	38	89	ensure	ensure	VERB
fcis-15093	38	90	the	the	DET
fcis-15093	38	91	correctness	correctness	NOUN
fcis-15093	38	92	and	and	CCONJ
fcis-15093	38	93	completeness	completeness	NOUN
fcis-15093	38	94	of	of	ADP
fcis-15093	38	95	the	the	DET
fcis-15093	38	96	data	datum	NOUN
fcis-15093	38	97	sources	source	NOUN
fcis-15093	38	98	.	.	PUNCT
fcis-15093	39	1	3	3	X
fcis-15093	39	2	.	.	X
fcis-15093	39	3	empirical	empirical	ADJ
fcis-15093	39	4	analysis	analysis	NOUN
fcis-15093	39	5	of	of	ADP
fcis-15093	39	6	r&d	r&d	NOUN
fcis-15093	39	7	inputoutput	inputoutput	NOUN
fcis-15093	39	8	efficiency	efficiency	NOUN
fcis-15093	39	9	3.1	3.1	NUM
fcis-15093	39	10	.	.	PUNCT
fcis-15093	40	1	static	static	ADJ
fcis-15093	40	2	analysis	analysis	NOUN
fcis-15093	40	3	of	of	ADP
fcis-15093	40	4	dea	dea	NOUN
fcis-15093	40	5	models	model	NOUN
fcis-15093	40	6	using	use	VERB
fcis-15093	40	7	deap2.1	deap2.1	NUM
fcis-15093	40	8	software	software	NOUN
fcis-15093	40	9	to	to	PART
fcis-15093	40	10	analyze	analyze	VERB
fcis-15093	40	11	the	the	DET
fcis-15093	40	12	r&d	r&d	NOUN
fcis-15093	40	13	input	input	NOUN
fcis-15093	40	14	-	-	PUNCT
fcis-15093	40	15	output	output	NOUN
fcis-15093	40	16	efficiency	efficiency	NOUN
fcis-15093	40	17	of	of	ADP
fcis-15093	40	18	the	the	DET
fcis-15093	40	19	input	input	NOUN
fcis-15093	40	20	-	-	PUNCT
fcis-15093	40	21	output	output	NOUN
fcis-15093	40	22	indicators	indicator	NOUN
fcis-15093	40	23	of	of	ADP
fcis-15093	40	24	31	31	NUM
fcis-15093	40	25	provinces	province	NOUN
fcis-15093	40	26	in	in	ADP
fcis-15093	40	27	china	china	PROPN
fcis-15093	40	28	in	in	ADP
fcis-15093	40	29	2017	2017	NUM
fcis-15093	40	30	and	and	CCONJ
fcis-15093	40	31	2021	2021	NUM
fcis-15093	41	1	,	,	PUNCT
fcis-15093	41	2	we	we	PRON
fcis-15093	41	3	obtained	obtain	VERB
fcis-15093	41	4	the	the	DET
fcis-15093	41	5	comprehensive	comprehensive	ADJ
fcis-15093	41	6	efficiency	efficiency	NOUN
fcis-15093	41	7	value	value	NOUN
fcis-15093	41	8	,	,	PUNCT
fcis-15093	41	9	pure	pure	ADJ
fcis-15093	41	10	technical	technical	ADJ
fcis-15093	41	11	efficiency	efficiency	NOUN
fcis-15093	41	12	value	value	NOUN
fcis-15093	41	13	and	and	CCONJ
fcis-15093	41	14	scale	scale	NOUN
fcis-15093	41	15	efficiency	efficiency	NOUN
fcis-15093	41	16	value	value	NOUN
fcis-15093	41	17	of	of	ADP
fcis-15093	41	18	r&d	r&d	NOUN
fcis-15093	41	19	,	,	PUNCT
fcis-15093	41	20	and	and	CCONJ
fcis-15093	41	21	the	the	DET
fcis-15093	41	22	results	result	NOUN
fcis-15093	41	23	are	be	AUX
fcis-15093	41	24	shown	show	VERB
fcis-15093	41	25	in	in	ADP
fcis-15093	41	26	table	table	NOUN
fcis-15093	41	27	2	2	NUM
fcis-15093	41	28	.	.	PUNCT
fcis-15093	42	1	(	(	PUNCT
fcis-15093	42	2	1	1	NUM
fcis-15093	42	3	)	)	PUNCT
fcis-15093	42	4	from	from	ADP
fcis-15093	42	5	the	the	DET
fcis-15093	42	6	comprehensive	comprehensive	ADJ
fcis-15093	42	7	technical	technical	ADJ
fcis-15093	42	8	efficiency	efficiency	NOUN
fcis-15093	42	9	index	index	NOUN
fcis-15093	42	10	,	,	PUNCT
fcis-15093	42	11	r&d	r&d	NOUN
fcis-15093	42	12	input	input	NOUN
fcis-15093	42	13	and	and	CCONJ
fcis-15093	42	14	output	output	NOUN
fcis-15093	42	15	efficiency	efficiency	NOUN
fcis-15093	42	16	did	do	AUX
fcis-15093	42	17	not	not	PART
fcis-15093	42	18	reach	reach	VERB
fcis-15093	42	19	dea	dea	NOUN
fcis-15093	42	20	efficiency	efficiency	NOUN
fcis-15093	42	21	in	in	ADP
fcis-15093	42	22	2017	2017	NUM
fcis-15093	42	23	and	and	CCONJ
fcis-15093	42	24	2021	2021	NUM
fcis-15093	42	25	,	,	PUNCT
fcis-15093	42	26	and	and	CCONJ
fcis-15093	42	27	the	the	DET
fcis-15093	42	28	supply	supply	NOUN
fcis-15093	42	29	efficiency	efficiency	NOUN
fcis-15093	42	30	was	be	AUX
fcis-15093	42	31	0.41	0.41	NUM
fcis-15093	42	32	and	and	CCONJ
fcis-15093	42	33	0.386	0.386	NUM
fcis-15093	42	34	respectively	respectively	ADV
fcis-15093	42	35	,	,	PUNCT
fcis-15093	42	36	which	which	PRON
fcis-15093	42	37	is	be	AUX
fcis-15093	42	38	in	in	ADP
fcis-15093	42	39	the	the	DET
fcis-15093	42	40	lower	low	ADJ
fcis-15093	42	41	category	category	NOUN
fcis-15093	42	42	.	.	PUNCT
fcis-15093	43	1	from	from	ADP
fcis-15093	43	2	an	an	DET
fcis-15093	43	3	inter	inter	ADJ
fcis-15093	43	4	-	-	ADJ
fcis-15093	43	5	provincial	provincial	ADJ
fcis-15093	43	6	perspective	perspective	NOUN
fcis-15093	43	7	,	,	PUNCT
fcis-15093	43	8	there	there	PRON
fcis-15093	43	9	are	be	VERB
fcis-15093	43	10	still	still	ADV
fcis-15093	43	11	some	some	DET
fcis-15093	43	12	differences	difference	NOUN
fcis-15093	43	13	in	in	ADP
fcis-15093	43	14	the	the	DET
fcis-15093	43	15	r&d	r&d	NOUN
fcis-15093	43	16	input	input	NOUN
fcis-15093	43	17	-	-	PUNCT
fcis-15093	43	18	output	output	NOUN
fcis-15093	43	19	efficiency	efficiency	NOUN
fcis-15093	43	20	of	of	ADP
fcis-15093	43	21	different	different	ADJ
fcis-15093	43	22	regions	region	NOUN
fcis-15093	43	23	,	,	PUNCT
fcis-15093	43	24	except	except	SCONJ
fcis-15093	43	25	for	for	ADP
fcis-15093	43	26	beijing	beijing	PROPN
fcis-15093	43	27	,	,	PUNCT
fcis-15093	43	28	tianjin	tianjin	PROPN
fcis-15093	43	29	,	,	PUNCT
fcis-15093	43	30	hebei	hebei	PROPN
fcis-15093	43	31	,	,	PUNCT
fcis-15093	43	32	heilongjiang	heilongjiang	PROPN
fcis-15093	43	33	,	,	PUNCT
fcis-15093	43	34	shanghai	shanghai	PROPN
fcis-15093	43	35	,	,	PUNCT
fcis-15093	43	36	shandong	shandong	PROPN
fcis-15093	43	37	,	,	PUNCT
fcis-15093	43	38	hunan	hunan	PROPN
fcis-15093	43	39	,	,	PUNCT
fcis-15093	43	40	guangxi	guangxi	PROPN
fcis-15093	43	41	,	,	PUNCT
fcis-15093	43	42	hainan	hainan	PROPN
fcis-15093	43	43	and	and	CCONJ
fcis-15093	43	44	shaanxi	shaanxi	PROPN
fcis-15093	43	45	,	,	PUNCT
fcis-15093	43	46	where	where	SCONJ
fcis-15093	43	47	the	the	DET
fcis-15093	43	48	efficiency	efficiency	NOUN
fcis-15093	43	49	has	have	AUX
fcis-15093	43	50	improved	improve	VERB
fcis-15093	43	51	,	,	PUNCT
fcis-15093	43	52	and	and	CCONJ
fcis-15093	43	53	the	the	DET
fcis-15093	43	54	supply	supply	NOUN
fcis-15093	43	55	efficiency	efficiency	NOUN
fcis-15093	43	56	of	of	ADP
fcis-15093	43	57	most	most	ADJ
fcis-15093	43	58	of	of	ADP
fcis-15093	43	59	the	the	DET
fcis-15093	43	60	regions	region	NOUN
fcis-15093	43	61	is	be	AUX
fcis-15093	43	62	gradually	gradually	ADV
fcis-15093	43	63	decreasing	decrease	VERB
fcis-15093	43	64	.	.	PUNCT
fcis-15093	44	1	four	four	NUM
fcis-15093	44	2	and	and	CCONJ
fcis-15093	44	3	three	three	NUM
fcis-15093	44	4	regions	region	NOUN
fcis-15093	44	5	reach	reach	VERB
fcis-15093	44	6	the	the	DET
fcis-15093	44	7	production	production	NOUN
fcis-15093	44	8	frontier	frontier	NOUN
fcis-15093	44	9	surface	surface	NOUN
fcis-15093	44	10	in	in	ADP
fcis-15093	44	11	2017	2017	NUM
fcis-15093	44	12	and	and	CCONJ
fcis-15093	44	13	2021	2021	NUM
fcis-15093	44	14	respectively	respectively	ADV
fcis-15093	44	15	,	,	PUNCT
fcis-15093	44	16	and	and	CCONJ
fcis-15093	44	17	the	the	DET
fcis-15093	44	18	region	region	NOUN
fcis-15093	44	19	that	that	PRON
fcis-15093	44	20	is	be	AUX
fcis-15093	44	21	effective	effective	ADJ
fcis-15093	44	22	in	in	ADP
fcis-15093	44	23	both	both	DET
fcis-15093	44	24	study	study	NOUN
fcis-15093	44	25	periods	period	NOUN
fcis-15093	44	26	is	be	AUX
fcis-15093	44	27	xinjiang	xinjiang	PROPN
fcis-15093	44	28	,	,	PUNCT
fcis-15093	44	29	indicating	indicate	VERB
fcis-15093	44	30	that	that	SCONJ
fcis-15093	44	31	the	the	DET
fcis-15093	44	32	r&d	r&d	NOUN
fcis-15093	44	33	inputs	input	NOUN
fcis-15093	44	34	and	and	CCONJ
fcis-15093	44	35	outputs	output	NOUN
fcis-15093	44	36	in	in	ADP
fcis-15093	44	37	this	this	DET
fcis-15093	44	38	region	region	NOUN
fcis-15093	44	39	have	have	AUX
fcis-15093	44	40	realized	realize	VERB
fcis-15093	44	41	the	the	DET
fcis-15093	44	42	optimal	optimal	ADJ
fcis-15093	44	43	allocation	allocation	NOUN
fcis-15093	44	44	,	,	PUNCT
fcis-15093	44	45	the	the	DET
fcis-15093	44	46	input	input	NOUN
fcis-15093	44	47	structure	structure	NOUN
fcis-15093	44	48	is	be	AUX
fcis-15093	44	49	reasonable	reasonable	ADJ
fcis-15093	44	50	,	,	PUNCT
fcis-15093	44	51	and	and	CCONJ
fcis-15093	44	52	the	the	DET
fcis-15093	44	53	inputs	input	NOUN
fcis-15093	44	54	and	and	CCONJ
fcis-15093	44	55	outputs	output	NOUN
fcis-15093	44	56	reach	reach	VERB
fcis-15093	44	57	the	the	DET
fcis-15093	44	58	best	good	ADJ
fcis-15093	44	59	effect	effect	NOUN
fcis-15093	44	60	under	under	ADP
fcis-15093	44	61	different	different	ADJ
fcis-15093	44	62	combinations	combination	NOUN
fcis-15093	44	63	.	.	PUNCT
fcis-15093	45	1	in	in	ADP
fcis-15093	45	2	2021	2021	NUM
fcis-15093	45	3	,	,	PUNCT
fcis-15093	45	4	three	three	NUM
fcis-15093	45	5	provinces	province	NOUN
fcis-15093	45	6	,	,	PUNCT
fcis-15093	45	7	beijing	beijing	PROPN
fcis-15093	45	8	,	,	PUNCT
fcis-15093	45	9	guangxi	guangxi	PROPN
fcis-15093	45	10	and	and	CCONJ
fcis-15093	45	11	xinjiang	xinjiang	PROPN
fcis-15093	45	12	,	,	PUNCT
fcis-15093	45	13	are	be	AUX
fcis-15093	45	14	on	on	ADP
fcis-15093	45	15	the	the	DET
fcis-15093	45	16	production	production	NOUN
fcis-15093	45	17	frontier	frontier	NOUN
fcis-15093	45	18	,	,	PUNCT
fcis-15093	45	19	and	and	CCONJ
fcis-15093	45	20	the	the	DET
fcis-15093	45	21	rest	rest	NOUN
fcis-15093	45	22	of	of	ADP
fcis-15093	45	23	the	the	DET
fcis-15093	45	24	provinces	province	NOUN
fcis-15093	45	25	have	have	VERB
fcis-15093	45	26	different	different	ADJ
fcis-15093	45	27	degrees	degree	NOUN
fcis-15093	45	28	of	of	ADP
fcis-15093	45	29	room	room	NOUN
fcis-15093	45	30	for	for	ADP
fcis-15093	45	31	improvement	improvement	NOUN
fcis-15093	45	32	in	in	ADP
fcis-15093	45	33	the	the	DET
fcis-15093	45	34	pure	pure	ADJ
fcis-15093	45	35	technical	technical	ADJ
fcis-15093	45	36	efficiency	efficiency	NOUN
fcis-15093	45	37	and	and	CCONJ
fcis-15093	45	38	scale	scale	NOUN
fcis-15093	45	39	efficiency	efficiency	NOUN
fcis-15093	45	40	,	,	PUNCT
fcis-15093	45	41	and	and	CCONJ
fcis-15093	45	42	the	the	DET
fcis-15093	45	43	provinces	province	NOUN
fcis-15093	45	44	in	in	ADP
fcis-15093	45	45	the	the	DET
fcis-15093	45	46	last	last	ADJ
fcis-15093	45	47	three	three	NUM
fcis-15093	45	48	places	place	NOUN
fcis-15093	45	49	are	be	AUX
fcis-15093	45	50	fujian	fujian	ADJ
fcis-15093	45	51	,	,	PUNCT
fcis-15093	45	52	guangdong	guangdong	PROPN
fcis-15093	45	53	and	and	CCONJ
fcis-15093	45	54	chongqing	chongqing	PROPN
fcis-15093	45	55	,	,	PUNCT
fcis-15093	45	56	and	and	CCONJ
fcis-15093	45	57	these	these	DET
fcis-15093	45	58	3	3	NUM
fcis-15093	45	59	provinces	province	NOUN
fcis-15093	45	60	should	should	AUX
fcis-15093	45	61	focus	focus	VERB
fcis-15093	45	62	on	on	ADP
fcis-15093	45	63	strengthening	strengthen	VERB
fcis-15093	45	64	the	the	DET
fcis-15093	45	65	level	level	NOUN
fcis-15093	45	66	of	of	ADP
fcis-15093	45	67	r&d	r&d	NOUN
fcis-15093	45	68	input	input	NOUN
fcis-15093	45	69	and	and	CCONJ
fcis-15093	45	70	output	output	NOUN
fcis-15093	45	71	and	and	CCONJ
fcis-15093	45	72	designing	design	VERB
fcis-15093	45	73	a	a	DET
fcis-15093	45	74	reasonable	reasonable	ADJ
fcis-15093	45	75	incentive	incentive	NOUN
fcis-15093	45	76	system	system	NOUN
fcis-15093	45	77	to	to	PART
fcis-15093	45	78	achieve	achieve	VERB
fcis-15093	45	79	the	the	DET
fcis-15093	45	80	optimal	optimal	ADJ
fcis-15093	45	81	scale	scale	NOUN
fcis-15093	45	82	.	.	PUNCT
fcis-15093	46	1	(	(	PUNCT
fcis-15093	46	2	2	2	X
fcis-15093	46	3	)	)	PUNCT
fcis-15093	46	4	the	the	DET
fcis-15093	46	5	pure	pure	ADJ
fcis-15093	46	6	technical	technical	ADJ
fcis-15093	46	7	efficiency	efficiency	NOUN
fcis-15093	46	8	of	of	ADP
fcis-15093	46	9	r&d	r&d	NOUN
fcis-15093	46	10	input	input	NOUN
fcis-15093	46	11	and	and	CCONJ
fcis-15093	46	12	output	output	NOUN
fcis-15093	46	13	shows	show	VERB
fcis-15093	46	14	a	a	DET
fcis-15093	46	15	downward	downward	ADJ
fcis-15093	46	16	trend	trend	NOUN
fcis-15093	46	17	.	.	PUNCT
fcis-15093	47	1	in	in	ADP
fcis-15093	47	2	2021	2021	NUM
fcis-15093	47	3	,	,	PUNCT
fcis-15093	47	4	the	the	DET
fcis-15093	47	5	pure	pure	ADJ
fcis-15093	47	6	technical	technical	ADJ
fcis-15093	47	7	efficiency	efficiency	NOUN
fcis-15093	47	8	of	of	ADP
fcis-15093	47	9	national	national	ADJ
fcis-15093	47	10	r&d	r&d	NOUN
fcis-15093	47	11	input	input	NOUN
fcis-15093	47	12	and	and	CCONJ
fcis-15093	47	13	output	output	NOUN
fcis-15093	47	14	is	be	AUX
fcis-15093	47	15	0.61	0.61	NUM
fcis-15093	47	16	,	,	PUNCT
fcis-15093	47	17	reflecting	reflect	VERB
fcis-15093	47	18	that	that	SCONJ
fcis-15093	47	19	there	there	PRON
fcis-15093	47	20	is	be	VERB
fcis-15093	47	21	more	more	ADJ
fcis-15093	47	22	room	room	NOUN
fcis-15093	47	23	for	for	ADP
fcis-15093	47	24	progress	progress	NOUN
fcis-15093	47	25	in	in	ADP
fcis-15093	47	26	the	the	DET
fcis-15093	47	27	management	management	NOUN
fcis-15093	47	28	level	level	NOUN
fcis-15093	47	29	,	,	PUNCT
fcis-15093	47	30	and	and	CCONJ
fcis-15093	47	31	the	the	DET
fcis-15093	47	32	scale	scale	NOUN
fcis-15093	47	33	efficiency	efficiency	NOUN
fcis-15093	47	34	of	of	ADP
fcis-15093	47	35	r&d	r&d	NOUN
fcis-15093	47	36	input	input	NOUN
fcis-15093	47	37	and	and	CCONJ
fcis-15093	47	38	output	output	NOUN
fcis-15093	47	39	is	be	AUX
fcis-15093	47	40	lower	low	ADJ
fcis-15093	47	41	than	than	ADP
fcis-15093	47	42	the	the	DET
fcis-15093	47	43	pure	pure	ADJ
fcis-15093	47	44	technical	technical	ADJ
fcis-15093	47	45	efficiency	efficiency	NOUN
fcis-15093	47	46	,	,	PUNCT
fcis-15093	47	47	which	which	PRON
fcis-15093	47	48	indicates	indicate	VERB
fcis-15093	47	49	that	that	SCONJ
fcis-15093	47	50	the	the	DET
fcis-15093	47	51	scale	scale	NOUN
fcis-15093	47	52	of	of	ADP
fcis-15093	47	53	r&d	r&d	NOUN
fcis-15093	47	54	is	be	AUX
fcis-15093	47	55	the	the	DET
fcis-15093	47	56	main	main	ADJ
fcis-15093	47	57	factor	factor	NOUN
fcis-15093	47	58	restricting	restrict	VERB
fcis-15093	47	59	the	the	DET
fcis-15093	47	60	efficiency	efficiency	NOUN
fcis-15093	47	61	of	of	ADP
fcis-15093	47	62	china	china	PROPN
fcis-15093	47	63	's	's	PART
fcis-15093	47	64	r&d	r&d	NOUN
fcis-15093	47	65	input	input	NOUN
fcis-15093	47	66	and	and	CCONJ
fcis-15093	47	67	output	output	NOUN
fcis-15093	47	68	.	.	PUNCT
fcis-15093	48	1	the	the	DET
fcis-15093	48	2	number	number	NOUN
fcis-15093	48	3	of	of	ADP
fcis-15093	48	4	regions	region	NOUN
fcis-15093	48	5	with	with	ADP
fcis-15093	48	6	effective	effective	ADJ
fcis-15093	48	7	pure	pure	ADJ
fcis-15093	48	8	technical	technical	ADJ
fcis-15093	48	9	efficiency	efficiency	NOUN
fcis-15093	48	10	is	be	AUX
fcis-15093	48	11	more	more	ADJ
fcis-15093	48	12	than	than	ADP
fcis-15093	48	13	the	the	DET
fcis-15093	48	14	number	number	NOUN
fcis-15093	48	15	of	of	ADP
fcis-15093	48	16	regions	region	NOUN
fcis-15093	48	17	with	with	ADP
fcis-15093	48	18	effective	effective	ADJ
fcis-15093	48	19	scale	scale	NOUN
fcis-15093	48	20	efficiency	efficiency	NOUN
fcis-15093	48	21	,	,	PUNCT
fcis-15093	48	22	and	and	CCONJ
fcis-15093	48	23	the	the	DET
fcis-15093	48	24	number	number	NOUN
fcis-15093	48	25	of	of	ADP
fcis-15093	48	26	provinces	province	NOUN
fcis-15093	48	27	with	with	ADP
fcis-15093	48	28	effective	effective	ADJ
fcis-15093	48	29	pure	pure	ADJ
fcis-15093	48	30	technical	technical	ADJ
fcis-15093	48	31	efficiency	efficiency	NOUN
fcis-15093	48	32	in	in	ADP
fcis-15093	48	33	2017	2017	NUM
fcis-15093	48	34	and	and	CCONJ
fcis-15093	48	35	2021	2021	NUM
fcis-15093	48	36	is	be	AUX
fcis-15093	48	37	8	8	NUM
fcis-15093	48	38	and	and	CCONJ
fcis-15093	48	39	9	9	NUM
fcis-15093	48	40	respectively	respectively	ADV
fcis-15093	48	41	,	,	PUNCT
fcis-15093	48	42	indicating	indicate	VERB
fcis-15093	48	43	that	that	SCONJ
fcis-15093	48	44	these	these	DET
fcis-15093	48	45	provinces	province	NOUN
fcis-15093	48	46	are	be	AUX
fcis-15093	48	47	more	more	ADV
fcis-15093	48	48	advanced	advanced	ADJ
fcis-15093	48	49	in	in	ADP
fcis-15093	48	50	management	management	NOUN
fcis-15093	48	51	and	and	CCONJ
fcis-15093	48	52	technology	technology	NOUN
fcis-15093	48	53	,	,	PUNCT
fcis-15093	48	54	etc	etc	X
fcis-15093	48	55	.	.	X
fcis-15093	48	56	,	,	PUNCT
fcis-15093	48	57	and	and	CCONJ
fcis-15093	48	58	the	the	DET
fcis-15093	48	59	established	establish	VERB
fcis-15093	48	60	inputs	input	NOUN
fcis-15093	48	61	maximize	maximize	VERB
fcis-15093	48	62	output	output	NOUN
fcis-15093	48	63	,	,	PUNCT
fcis-15093	48	64	and	and	CCONJ
fcis-15093	48	65	the	the	DET
fcis-15093	48	66	lower	low	ADJ
fcis-15093	48	67	scale	scale	NOUN
fcis-15093	48	68	efficiency	efficiency	NOUN
fcis-15093	48	69	is	be	AUX
fcis-15093	48	70	the	the	DET
fcis-15093	48	71	main	main	ADJ
fcis-15093	48	72	reason	reason	NOUN
fcis-15093	48	73	for	for	ADP
fcis-15093	48	74	the	the	DET
fcis-15093	48	75	lower	low	ADJ
fcis-15093	48	76	comprehensive	comprehensive	ADJ
fcis-15093	48	77	efficiency	efficiency	NOUN
fcis-15093	48	78	,	,	PUNCT
fcis-15093	48	79	and	and	CCONJ
fcis-15093	48	80	the	the	DET
fcis-15093	48	81	investment	investment	NOUN
fcis-15093	48	82	scale	scale	NOUN
fcis-15093	48	83	should	should	AUX
fcis-15093	48	84	be	be	AUX
fcis-15093	48	85	adjusted	adjust	VERB
fcis-15093	48	86	to	to	PART
fcis-15093	48	87	further	far	ADV
fcis-15093	48	88	improve	improve	VERB
fcis-15093	48	89	the	the	DET
fcis-15093	48	90	scale	scale	NOUN
fcis-15093	48	91	efficiency	efficiency	NOUN
fcis-15093	48	92	.	.	PUNCT
fcis-15093	49	1	the	the	DET
fcis-15093	49	2	pure	pure	ADJ
fcis-15093	49	3	technical	technical	ADJ
fcis-15093	49	4	efficiency	efficiency	NOUN
fcis-15093	49	5	values	value	NOUN
fcis-15093	49	6	of	of	ADP
fcis-15093	49	7	hainan	hainan	PROPN
fcis-15093	49	8	,	,	PUNCT
fcis-15093	49	9	guizhou	guizhou	PROPN
fcis-15093	49	10	and	and	CCONJ
fcis-15093	49	11	ningxia	ningxia	PROPN
fcis-15093	49	12	are	be	AUX
fcis-15093	49	13	at	at	ADP
fcis-15093	49	14	a	a	DET
fcis-15093	49	15	lower	low	ADJ
fcis-15093	49	16	level	level	NOUN
fcis-15093	49	17	,	,	PUNCT
fcis-15093	49	18	0.261	0.261	NUM
fcis-15093	49	19	,	,	PUNCT
fcis-15093	49	20	0.294	0.294	NUM
fcis-15093	49	21	and	and	CCONJ
fcis-15093	49	22	0.386	0.386	NUM
fcis-15093	49	23	in	in	ADP
fcis-15093	49	24	2017	2017	NUM
fcis-15093	49	25	,	,	PUNCT
fcis-15093	49	26	and	and	CCONJ
fcis-15093	49	27	0.318	0.318	NUM
fcis-15093	49	28	,	,	PUNCT
fcis-15093	49	29	0.318	0.318	NUM
fcis-15093	49	30	and	and	CCONJ
fcis-15093	49	31	0.176	0.176	NUM
fcis-15093	49	32	in	in	ADP
fcis-15093	49	33	2021	2021	NUM
fcis-15093	49	34	,	,	PUNCT
fcis-15093	49	35	which	which	PRON
fcis-15093	49	36	are	be	AUX
fcis-15093	49	37	much	much	ADV
fcis-15093	49	38	lower	low	ADJ
fcis-15093	49	39	than	than	ADP
fcis-15093	49	40	the	the	DET
fcis-15093	49	41	national	national	ADJ
fcis-15093	49	42	average	average	NOUN
fcis-15093	49	43	,	,	PUNCT
fcis-15093	49	44	and	and	CCONJ
fcis-15093	49	45	must	must	AUX
fcis-15093	49	46	further	far	ADV
fcis-15093	49	47	improve	improve	VERB
fcis-15093	49	48	the	the	DET
fcis-15093	49	49	level	level	NOUN
fcis-15093	49	50	of	of	ADP
fcis-15093	49	51	r&d	r&d	NOUN
fcis-15093	49	52	technology	technology	NOUN
fcis-15093	49	53	.	.	PUNCT
fcis-15093	50	1	(	(	PUNCT
fcis-15093	50	2	3	3	X
fcis-15093	50	3	)	)	PUNCT
fcis-15093	50	4	the	the	DET
fcis-15093	50	5	scale	scale	NOUN
fcis-15093	50	6	efficiency	efficiency	NOUN
fcis-15093	50	7	of	of	ADP
fcis-15093	50	8	r&d	r&d	NOUN
fcis-15093	50	9	input	input	NOUN
fcis-15093	50	10	and	and	CCONJ
fcis-15093	50	11	output	output	NOUN
fcis-15093	50	12	can	can	AUX
fcis-15093	50	13	reflect	reflect	VERB
fcis-15093	50	14	whether	whether	SCONJ
fcis-15093	50	15	the	the	DET
fcis-15093	50	16	regional	regional	ADJ
fcis-15093	50	17	r&d	r&d	NOUN
fcis-15093	50	18	input	input	NOUN
fcis-15093	50	19	and	and	CCONJ
fcis-15093	50	20	output	output	NOUN
fcis-15093	50	21	is	be	AUX
fcis-15093	50	22	at	at	ADP
fcis-15093	50	23	the	the	DET
fcis-15093	50	24	optimal	optimal	ADJ
fcis-15093	50	25	scale	scale	NOUN
fcis-15093	50	26	,	,	PUNCT
fcis-15093	50	27	as	as	SCONJ
fcis-15093	50	28	can	can	AUX
fcis-15093	50	29	be	be	AUX
fcis-15093	50	30	seen	see	VERB
fcis-15093	50	31	from	from	ADP
fcis-15093	50	32	table	table	NOUN
fcis-15093	50	33	2	2	NUM
fcis-15093	50	34	,	,	PUNCT
fcis-15093	50	35	the	the	DET
fcis-15093	50	36	scale	scale	NOUN
fcis-15093	50	37	efficiency	efficiency	NOUN
fcis-15093	50	38	has	have	AUX
fcis-15093	50	39	slightly	slightly	ADV
fcis-15093	50	40	decreased	decrease	VERB
fcis-15093	50	41	from	from	ADP
fcis-15093	50	42	0.589	0.589	NUM
fcis-15093	50	43	in	in	ADP
fcis-15093	50	44	2017	2017	NUM
fcis-15093	50	45	to	to	ADP
fcis-15093	50	46	0.532	0.532	NUM
fcis-15093	50	47	in	in	ADP
fcis-15093	50	48	2021	2021	NUM
fcis-15093	50	49	.	.	PUNCT
fcis-15093	51	1	the	the	DET
fcis-15093	51	2	only	only	ADJ
fcis-15093	51	3	region	region	NOUN
fcis-15093	51	4	with	with	ADP
fcis-15093	51	5	scale	scale	NOUN
fcis-15093	51	6	efficiency	efficiency	NOUN
fcis-15093	51	7	of	of	ADP
fcis-15093	51	8	1	1	NUM
fcis-15093	51	9	in	in	ADP
fcis-15093	51	10	both	both	DET
fcis-15093	51	11	years	year	NOUN
fcis-15093	51	12	is	be	AUX
fcis-15093	51	13	xinjiang	xinjiang	PROPN
fcis-15093	51	14	.	.	PUNCT
fcis-15093	52	1	the	the	DET
fcis-15093	52	2	scale	scale	NOUN
fcis-15093	52	3	efficiency	efficiency	NOUN
fcis-15093	52	4	values	value	NOUN
fcis-15093	52	5	of	of	ADP
fcis-15093	52	6	jiangsu	jiangsu	PROPN
fcis-15093	52	7	and	and	CCONJ
fcis-15093	52	8	guangdong	guangdong	PROPN
fcis-15093	52	9	are	be	AUX
fcis-15093	52	10	at	at	ADP
fcis-15093	52	11	a	a	DET
fcis-15093	52	12	low	low	ADJ
fcis-15093	52	13	level	level	NOUN
fcis-15093	52	14	,	,	PUNCT
fcis-15093	52	15	and	and	CCONJ
fcis-15093	52	16	they	they	PRON
fcis-15093	52	17	should	should	AUX
fcis-15093	52	18	further	far	ADV
fcis-15093	52	19	expand	expand	VERB
fcis-15093	52	20	their	their	PRON
fcis-15093	52	21	investment	investment	NOUN
fcis-15093	52	22	in	in	ADP
fcis-15093	52	23	r&d	r&d	NOUN
fcis-15093	52	24	to	to	PART
fcis-15093	52	25	achieve	achieve	VERB
fcis-15093	52	26	the	the	DET
fcis-15093	52	27	optimal	optimal	ADJ
fcis-15093	52	28	scale	scale	NOUN
fcis-15093	52	29	.	.	PUNCT
fcis-15093	53	1	regions	region	NOUN
fcis-15093	53	2	with	with	ADP
fcis-15093	53	3	increasing	increase	VERB
fcis-15093	53	4	returns	return	NOUN
fcis-15093	53	5	to	to	PART
fcis-15093	53	6	scale	scale	VERB
fcis-15093	53	7	,	,	PUNCT
fcis-15093	53	8	such	such	ADJ
fcis-15093	53	9	as	as	ADP
fcis-15093	53	10	hainan	hainan	PROPN
fcis-15093	53	11	,	,	PUNCT
fcis-15093	53	12	tibet	tibet	PROPN
fcis-15093	53	13	and	and	CCONJ
fcis-15093	53	14	gansu	gansu	PROPN
fcis-15093	53	15	,	,	PUNCT
fcis-15093	53	16	should	should	AUX
fcis-15093	53	17	reasonably	reasonably	ADV
fcis-15093	53	18	increase	increase	VERB
fcis-15093	53	19	their	their	PRON
fcis-15093	53	20	r&d	r&d	NOUN
fcis-15093	53	21	inputs	input	NOUN
fcis-15093	53	22	,	,	PUNCT
fcis-15093	53	23	while	while	SCONJ
fcis-15093	53	24	regions	region	NOUN
fcis-15093	53	25	with	with	ADP
fcis-15093	53	26	decreasing	decrease	VERB
fcis-15093	53	27	returns	return	NOUN
fcis-15093	53	28	to	to	PART
fcis-15093	53	29	scale	scale	VERB
fcis-15093	53	30	have	have	VERB
fcis-15093	53	31	obvious	obvious	ADJ
fcis-15093	53	32	efficiency	efficiency	NOUN
fcis-15093	53	33	loss	loss	NOUN
fcis-15093	53	34	problems	problem	NOUN
fcis-15093	53	35	due	due	ADJ
fcis-15093	53	36	to	to	ADP
fcis-15093	53	37	the	the	DET
fcis-15093	53	38	ineffective	ineffective	ADJ
fcis-15093	53	39	utilization	utilization	NOUN
fcis-15093	53	40	of	of	ADP
fcis-15093	53	41	funding	funding	NOUN
fcis-15093	53	42	expenditures	expenditure	NOUN
fcis-15093	53	43	,	,	PUNCT
fcis-15093	53	44	and	and	CCONJ
fcis-15093	53	45	special	special	ADJ
fcis-15093	53	46	attention	attention	NOUN
fcis-15093	53	47	should	should	AUX
fcis-15093	53	48	be	be	AUX
fcis-15093	53	49	paid	pay	VERB
fcis-15093	53	50	to	to	ADP
fcis-15093	53	51	improving	improve	VERB
fcis-15093	53	52	the	the	DET
fcis-15093	53	53	direction	direction	NOUN
fcis-15093	53	54	of	of	ADP
fcis-15093	53	55	funding	fund	VERB
fcis-15093	53	56	27	27	NUM
fcis-15093	53	57	utilization	utilization	NOUN
fcis-15093	53	58	.	.	PUNCT
fcis-15093	54	1	table	table	NOUN
fcis-15093	54	2	2	2	NUM
fcis-15093	54	3	.	.	X
fcis-15093	55	1	r&d	r&d	NOUN
fcis-15093	55	2	input	input	NOUN
fcis-15093	55	3	-	-	PUNCT
fcis-15093	55	4	output	output	NOUN
fcis-15093	55	5	efficiency	efficiency	NOUN
fcis-15093	55	6	values	value	NOUN
fcis-15093	55	7	for	for	ADP
fcis-15093	55	8	31	31	NUM
fcis-15093	55	9	provinces	province	NOUN
fcis-15093	55	10	and	and	CCONJ
fcis-15093	55	11	municipalities	municipality	NOUN
fcis-15093	55	12	,	,	PUNCT
fcis-15093	55	13	2017	2017	NUM
fcis-15093	55	14	and	and	CCONJ
fcis-15093	55	15	2021	2021	NUM
fcis-15093	55	16	provinces	province	NOUN
fcis-15093	55	17	2017	2017	NUM
fcis-15093	55	18	2021	2021	NUM
fcis-15093	55	19	combined	combine	VERB
fcis-15093	55	20	technical	technical	ADJ
fcis-15093	55	21	efficiency	efficiency	NOUN
fcis-15093	55	22	pure	pure	ADJ
fcis-15093	55	23	technical	technical	ADJ
fcis-15093	55	24	efficiency	efficiency	NOUN
fcis-15093	55	25	scale	scale	NOUN
fcis-15093	55	26	efficiency	efficiency	NOUN
fcis-15093	55	27	scale	scale	NOUN
fcis-15093	55	28	gains	gain	NOUN
fcis-15093	55	29	combined	combine	VERB
fcis-15093	55	30	technical	technical	ADJ
fcis-15093	55	31	efficiency	efficiency	NOUN
fcis-15093	55	32	pure	pure	ADJ
fcis-15093	55	33	technical	technical	ADJ
fcis-15093	55	34	efficiency	efficiency	NOUN
fcis-15093	55	35	scale	scale	NOUN
fcis-15093	55	36	efficiency	efficiency	NOUN
fcis-15093	55	37	scale	scale	NOUN
fcis-15093	55	38	gains	gain	NOUN
fcis-15093	55	39	beijing	beijing	NOUN
fcis-15093	55	40	0.896	0.896	NUM
fcis-15093	55	41	1	1	NUM
fcis-15093	55	42	0.896	0.896	NUM
fcis-15093	55	43	drs	drs	ADJ
fcis-15093	55	44	1	1	NUM
fcis-15093	55	45	1	1	NUM
fcis-15093	55	46	1	1	NUM
fcis-15093	55	47	tianjin	tianjin	NOUN
fcis-15093	55	48	0.298	0.298	NUM
fcis-15093	55	49	0.604	0.604	NUM
fcis-15093	55	50	0.494	0.494	NUM
fcis-15093	55	51	drs	dr	VERB
fcis-15093	55	52	0.344	0.344	NUM
fcis-15093	55	53	0.562	0.562	NUM
fcis-15093	55	54	0.612	0.612	NUM
fcis-15093	55	55	drs	drs	PROPN
fcis-15093	55	56	hebei	hebei	PROPN
fcis-15093	55	57	0.215	0.215	NUM
fcis-15093	55	58	0.719	0.719	NUM
fcis-15093	55	59	0.299	0.299	NUM
fcis-15093	55	60	drs	dr	NOUN
fcis-15093	55	61	0.393	0.393	NUM
fcis-15093	55	62	1	1	NUM
fcis-15093	55	63	0.393	0.393	NUM
fcis-15093	55	64	drs	drs	PROPN
fcis-15093	55	65	shanxi	shanxi	PROPN
fcis-15093	55	66	0.336	0.336	NUM
fcis-15093	55	67	0.531	0.531	NUM
fcis-15093	55	68	0.633	0.633	NUM
fcis-15093	55	69	drs	dr	NOUN
fcis-15093	55	70	0.273	0.273	NUM
fcis-15093	55	71	0.596	0.596	NUM
fcis-15093	55	72	0.458	0.458	NUM
fcis-15093	55	73	drs	dr	NOUN
fcis-15093	55	74	inner	inner	ADJ
fcis-15093	55	75	mongolia	mongolia	PROPN
fcis-15093	55	76	0.552	0.552	NUM
fcis-15093	55	77	0.552	0.552	NUM
fcis-15093	55	78	0.999	0.999	NUM
fcis-15093	55	79	0.397	0.397	NUM
fcis-15093	55	80	0.587	0.587	NUM
fcis-15093	55	81	0.677	0.677	NUM
fcis-15093	55	82	drs	drs	ADJ
fcis-15093	55	83	liaoning	liaoning	NOUN
fcis-15093	55	84	0.408	0.408	NUM
fcis-15093	55	85	0.726	0.726	NUM
fcis-15093	55	86	0.561	0.561	NUM
fcis-15093	55	87	drs	dr	VERB
fcis-15093	55	88	0.226	0.226	NUM
fcis-15093	55	89	0.422	0.422	NUM
fcis-15093	55	90	0.535	0.535	NUM
fcis-15093	55	91	drs	drs	PROPN
fcis-15093	55	92	jilin	jilin	PROPN
fcis-15093	55	93	0.558	0.558	NUM
fcis-15093	55	94	0.581	0.581	NUM
fcis-15093	55	95	0.961	0.961	NUM
fcis-15093	55	96	drs	dr	NOUN
fcis-15093	55	97	0.18	0.18	NUM
fcis-15093	55	98	0.314	0.314	NUM
fcis-15093	55	99	0.574	0.574	NUM
fcis-15093	55	100	drs	drs	ADJ
fcis-15093	55	101	heilongjiang	heilongjiang	PROPN
fcis-15093	55	102	0.315	0.315	NUM
fcis-15093	55	103	0.628	0.628	NUM
fcis-15093	55	104	0.501	0.501	NUM
fcis-15093	55	105	drs	drs	PROPN
fcis-15093	55	106	0.444	0.444	NUM
fcis-15093	55	107	0.629	0.629	NUM
fcis-15093	55	108	0.706	0.706	NUM
fcis-15093	55	109	drs	drs	PROPN
fcis-15093	55	110	shanghai	shanghai	PROPN
fcis-15093	55	111	0.299	0.299	NUM
fcis-15093	55	112	0.609	0.609	NUM
fcis-15093	55	113	0.49	0.49	NUM
fcis-15093	55	114	drs	dr	VERB
fcis-15093	55	115	0.344	0.344	NUM
fcis-15093	55	116	0.698	0.698	NUM
fcis-15093	55	117	0.493	0.493	NUM
fcis-15093	55	118	drs	drs	PROPN
fcis-15093	55	119	jiangsu	jiangsu	PROPN
fcis-15093	55	120	0.181	0.181	NUM
fcis-15093	55	121	0.875	0.875	NUM
fcis-15093	55	122	0.206	0.206	NUM
fcis-15093	55	123	drs	dr	NOUN
fcis-15093	55	124	0.094	0.094	NUM
fcis-15093	55	125	1	1	NUM
fcis-15093	55	126	0.094	0.094	NUM
fcis-15093	55	127	drs	drs	PROPN
fcis-15093	55	128	zhejiang	zhejiang	PROPN
fcis-15093	55	129	0.254	0.254	NUM
fcis-15093	55	130	1	1	NUM
fcis-15093	55	131	0.254	0.254	NUM
fcis-15093	55	132	drs	dr	NOUN
fcis-15093	55	133	0.124	0.124	NUM
fcis-15093	55	134	1	1	NUM
fcis-15093	55	135	0.124	0.124	NUM
fcis-15093	55	136	drs	drs	PROPN
fcis-15093	55	137	anhui	anhui	PROPN
fcis-15093	55	138	0.257	0.257	NUM
fcis-15093	55	139	0.745	0.745	NUM
fcis-15093	55	140	0.345	0.345	NUM
fcis-15093	55	141	drs	drs	NOUN
fcis-15093	55	142	0.19	0.19	NUM
fcis-15093	55	143	0.484	0.484	NUM
fcis-15093	55	144	0.393	0.393	NUM
fcis-15093	55	145	drs	drs	ADJ
fcis-15093	55	146	fujian	fujian	PROPN
fcis-15093	55	147	0.175	0.175	NUM
fcis-15093	55	148	0.541	0.541	NUM
fcis-15093	55	149	0.323	0.323	NUM
fcis-15093	55	150	drs	dr	NOUN
fcis-15093	55	151	0.053	0.053	NUM
fcis-15093	55	152	0.358	0.358	NUM
fcis-15093	55	153	0.147	0.147	NUM
fcis-15093	55	154	drs	drs	ADJ
fcis-15093	55	155	jiangxi	jiangxi	NOUN
fcis-15093	55	156	0.233	0.233	NUM
fcis-15093	55	157	0.676	0.676	NUM
fcis-15093	55	158	0.344	0.344	NUM
fcis-15093	55	159	drs	dr	NOUN
fcis-15093	55	160	0.085	0.085	NUM
fcis-15093	55	161	0.273	0.273	NUM
fcis-15093	55	162	0.31	0.31	NUM
fcis-15093	55	163	drs	drs	PROPN
fcis-15093	55	164	shandong	shandong	PROPN
fcis-15093	55	165	0.177	0.177	NUM
fcis-15093	55	166	0.475	0.475	NUM
fcis-15093	55	167	0.373	0.373	NUM
fcis-15093	55	168	drs	dr	NOUN
fcis-15093	55	169	0.203	0.203	NUM
fcis-15093	55	170	1	1	NUM
fcis-15093	55	171	0.203	0.203	NUM
fcis-15093	55	172	drs	drs	PROPN
fcis-15093	55	173	henan	henan	PROPN
fcis-15093	55	174	0.233	0.233	NUM
fcis-15093	55	175	0.738	0.738	NUM
fcis-15093	55	176	0.315	0.315	NUM
fcis-15093	55	177	drs	dr	NOUN
fcis-15093	55	178	0.131	0.131	NUM
fcis-15093	55	179	0.663	0.663	NUM
fcis-15093	55	180	0.197	0.197	NUM
fcis-15093	55	181	drs	drs	PROPN
fcis-15093	55	182	hubei	hubei	PROPN
fcis-15093	55	183	0.3	0.3	NUM
fcis-15093	55	184	0.439	0.439	NUM
fcis-15093	55	185	0.684	0.684	NUM
fcis-15093	55	186	drs	dr	NOUN
fcis-15093	55	187	0.221	0.221	NUM
fcis-15093	55	188	0.443	0.443	NUM
fcis-15093	55	189	0.498	0.498	NUM
fcis-15093	55	190	drs	drs	ADJ
fcis-15093	55	191	hunan	hunan	PROPN
fcis-15093	55	192	0.136	0.136	NUM
fcis-15093	55	193	0.436	0.436	NUM
fcis-15093	55	194	0.312	0.312	NUM
fcis-15093	55	195	drs	dr	NOUN
fcis-15093	55	196	0.173	0.173	NUM
fcis-15093	55	197	0.287	0.287	NUM
fcis-15093	55	198	0.605	0.605	NUM
fcis-15093	55	199	drs	drs	PROPN
fcis-15093	55	200	guangdong	guangdong	PROPN
fcis-15093	55	201	0.139	0.139	NUM
fcis-15093	55	202	1	1	NUM
fcis-15093	55	203	0.139	0.139	NUM
fcis-15093	55	204	drs	dr	NOUN
fcis-15093	55	205	0.074	0.074	NUM
fcis-15093	55	206	1	1	NUM
fcis-15093	55	207	0.074	0.074	NUM
fcis-15093	55	208	drs	drs	PROPN
fcis-15093	55	209	guangxi	guangxi	PROPN
fcis-15093	55	210	0.761	0.761	NUM
fcis-15093	55	211	1	1	NUM
fcis-15093	55	212	0.761	0.761	NUM
fcis-15093	55	213	drs	dr	NOUN
fcis-15093	55	214	1	1	NUM
fcis-15093	55	215	1	1	NUM
fcis-15093	55	216	1	1	NUM
fcis-15093	55	217	hainan	hainan	NOUN
fcis-15093	55	218	0.213	0.213	NUM
fcis-15093	55	219	0.261	0.261	NUM
fcis-15093	55	220	0.814	0.814	NUM
fcis-15093	55	221	drs	drs	NOUN
fcis-15093	55	222	0.289	0.289	NUM
fcis-15093	55	223	0.318	0.318	NUM
fcis-15093	55	224	0.909	0.909	NUM
fcis-15093	55	225	irs	irs	PROPN
fcis-15093	55	226	chongqing	chongqe	VERB
fcis-15093	55	227	0.236	0.236	NUM
fcis-15093	55	228	0.644	0.644	NUM
fcis-15093	55	229	0.366	0.366	NUM
fcis-15093	55	230	drs	dr	VERB
fcis-15093	55	231	0.074	0.074	NUM
fcis-15093	55	232	0.27	0.27	NUM
fcis-15093	55	233	0.273	0.273	NUM
fcis-15093	55	234	drs	drs	PROPN
fcis-15093	55	235	sichuan	sichuan	PROPN
fcis-15093	55	236	0.223	0.223	NUM
fcis-15093	55	237	0.605	0.605	NUM
fcis-15093	55	238	0.368	0.368	NUM
fcis-15093	55	239	drs	drs	NOUN
fcis-15093	55	240	0.183	0.183	NUM
fcis-15093	55	241	0.453	0.453	NUM
fcis-15093	55	242	0.404	0.404	NUM
fcis-15093	55	243	drs	drs	ADJ
fcis-15093	55	244	guizhou	guizhou	NOUN
fcis-15093	55	245	0.214	0.214	ADV
fcis-15093	55	246	0.294	0.294	NUM
fcis-15093	55	247	0.726	0.726	NUM
fcis-15093	55	248	drs	drs	VERB
fcis-15093	55	249	0.201	0.201	NUM
fcis-15093	55	250	0.318	0.318	NUM
fcis-15093	55	251	0.632	0.632	NUM
fcis-15093	55	252	drs	drs	PROPN
fcis-15093	55	253	yunnan	yunnan	NOUN
fcis-15093	55	254	0.52	0.52	NUM
fcis-15093	55	255	0.882	0.882	NUM
fcis-15093	55	256	0.589	0.589	NUM
fcis-15093	55	257	drs	drs	ADJ
fcis-15093	55	258	0.195	0.195	NUM
fcis-15093	55	259	0.532	0.532	NUM
fcis-15093	55	260	0.366	0.366	NUM
fcis-15093	55	261	drs	drs	ADV
fcis-15093	55	262	tibet	tibet	PROPN
fcis-15093	55	263	1	1	NUM
fcis-15093	55	264	1	1	NUM
fcis-15093	55	265	1	1	NUM
fcis-15093	55	266	0.324	0.324	NUM
fcis-15093	55	267	1	1	NUM
fcis-15093	55	268	0.324	0.324	NUM
fcis-15093	55	269	irs	irs	PROPN
fcis-15093	55	270	shaanxi	shaanxi	PROPN
fcis-15093	55	271	0.309	0.309	NUM
fcis-15093	55	272	0.403	0.403	NUM
fcis-15093	55	273	0.766	0.766	NUM
fcis-15093	55	274	drs	dr	NOUN
fcis-15093	55	275	0.373	0.373	NUM
fcis-15093	55	276	0.42	0.42	NUM
fcis-15093	55	277	0.888	0.888	NUM
fcis-15093	55	278	drs	dr	NOUN
fcis-15093	55	279	gansu	gansu	PROPN
fcis-15093	55	280	1	1	NUM
fcis-15093	55	281	1	1	NUM
fcis-15093	55	282	1	1	NUM
fcis-15093	55	283	0.521	0.521	NUM
fcis-15093	55	284	0.524	0.524	NUM
fcis-15093	55	285	0.994	0.994	NUM
fcis-15093	55	286	irs	irs	PROPN
fcis-15093	55	287	qinghai	qinghai	PROPN
fcis-15093	55	288	1	1	NUM
fcis-15093	55	289	1	1	NUM
fcis-15093	55	290	1	1	NUM
fcis-15093	55	291	0.428	0.428	NUM
fcis-15093	55	292	0.591	0.591	NUM
fcis-15093	55	293	0.724	0.724	NUM
fcis-15093	55	294	irs	irs	PROPN
fcis-15093	55	295	ningxia	ningxia	PROPN
fcis-15093	55	296	0.29	0.29	NUM
fcis-15093	55	297	0.386	0.386	NUM
fcis-15093	55	298	0.751	0.751	NUM
fcis-15093	55	299	drs	dr	VERB
fcis-15093	55	300	0.158	0.158	NUM
fcis-15093	55	301	0.176	0.176	NUM
fcis-15093	55	302	0.895	0.895	NUM
fcis-15093	55	303	irs	irs	PROPN
fcis-15093	55	304	xinjiang	xinjiang	NOUN
fcis-15093	55	305	1	1	NUM
fcis-15093	55	306	1	1	NUM
fcis-15093	55	307	1	1	NUM
fcis-15093	55	308	1	1	NUM
fcis-15093	55	309	1	1	NUM
fcis-15093	55	310	1	1	NUM
fcis-15093	55	311	national	national	ADJ
fcis-15093	55	312	average	average	NOUN
fcis-15093	55	313	0.41	0.41	NUM
fcis-15093	55	314	0.689	0.689	NUM
fcis-15093	55	315	0.589	0.589	NUM
fcis-15093	55	316	0.313	0.313	NUM
fcis-15093	55	317	0.61	0.61	NUM
fcis-15093	55	318	0.532	0.532	NUM
fcis-15093	55	319	3.2	3.2	NUM
fcis-15093	55	320	.	.	PUNCT
fcis-15093	56	1	dynamic	dynamic	ADJ
fcis-15093	56	2	analysis	analysis	NOUN
fcis-15093	56	3	of	of	ADP
fcis-15093	56	4	the	the	DET
fcis-15093	56	5	malmquist	malmquist	PROPN
fcis-15093	56	6	index	index	PROPN
fcis-15093	56	7	malmquist	malmquist	PROPN
fcis-15093	56	8	index	index	NOUN
fcis-15093	56	9	can	can	AUX
fcis-15093	56	10	dynamically	dynamically	ADV
fcis-15093	56	11	reflect	reflect	VERB
fcis-15093	56	12	the	the	DET
fcis-15093	56	13	trend	trend	NOUN
fcis-15093	56	14	of	of	ADP
fcis-15093	56	15	r&d	r&d	NOUN
fcis-15093	56	16	efficiency	efficiency	NOUN
fcis-15093	56	17	in	in	ADP
fcis-15093	56	18	each	each	DET
fcis-15093	56	19	region	region	NOUN
fcis-15093	56	20	,	,	PUNCT
fcis-15093	56	21	so	so	ADV
fcis-15093	56	22	deap2.1	deap2.1	VERB
fcis-15093	56	23	software	software	NOUN
fcis-15093	56	24	was	be	AUX
fcis-15093	56	25	used	use	VERB
fcis-15093	56	26	to	to	PART
fcis-15093	56	27	analyze	analyze	VERB
fcis-15093	56	28	the	the	DET
fcis-15093	56	29	r&d	r&d	NOUN
fcis-15093	56	30	data	datum	NOUN
fcis-15093	56	31	of	of	ADP
fcis-15093	56	32	31	31	NUM
fcis-15093	56	33	provinces	province	NOUN
fcis-15093	56	34	in	in	ADP
fcis-15093	56	35	china	china	PROPN
fcis-15093	56	36	from	from	ADP
fcis-15093	56	37	2017	2017	NUM
fcis-15093	56	38	to	to	ADP
fcis-15093	56	39	2021	2021	NUM
fcis-15093	56	40	,	,	PUNCT
fcis-15093	56	41	and	and	CCONJ
fcis-15093	56	42	then	then	ADV
fcis-15093	56	43	examine	examine	VERB
fcis-15093	56	44	the	the	DET
fcis-15093	56	45	dynamic	dynamic	ADJ
fcis-15093	56	46	changes	change	NOUN
fcis-15093	56	47	and	and	CCONJ
fcis-15093	56	48	heterogeneity	heterogeneity	NOUN
fcis-15093	56	49	of	of	ADP
fcis-15093	56	50	total	total	ADJ
fcis-15093	56	51	factor	factor	NOUN
fcis-15093	56	52	productivity	productivity	NOUN
fcis-15093	56	53	.	.	PUNCT
fcis-15093	57	1	(	(	PUNCT
fcis-15093	57	2	1	1	X
fcis-15093	57	3	)	)	PUNCT
fcis-15093	57	4	analysis	analysis	NOUN
fcis-15093	57	5	of	of	ADP
fcis-15093	57	6	overall	overall	ADJ
fcis-15093	57	7	efficiency	efficiency	NOUN
fcis-15093	57	8	changes	change	NOUN
fcis-15093	57	9	.	.	PUNCT
fcis-15093	58	1	as	as	SCONJ
fcis-15093	58	2	can	can	AUX
fcis-15093	58	3	be	be	AUX
fcis-15093	58	4	seen	see	VERB
fcis-15093	58	5	from	from	ADP
fcis-15093	58	6	table	table	NOUN
fcis-15093	58	7	3	3	NUM
fcis-15093	58	8	and	and	CCONJ
fcis-15093	58	9	table	table	NOUN
fcis-15093	58	10	4	4	NUM
fcis-15093	58	11	:	:	PUNCT
fcis-15093	58	12	the	the	DET
fcis-15093	58	13	average	average	ADJ
fcis-15093	58	14	value	value	NOUN
fcis-15093	58	15	of	of	ADP
fcis-15093	58	16	china	china	PROPN
fcis-15093	58	17	's	's	PART
fcis-15093	58	18	r&d	r&d	NOUN
fcis-15093	58	19	productivity	productivity	NOUN
fcis-15093	58	20	index	index	NOUN
fcis-15093	58	21	in	in	ADP
fcis-15093	58	22	2017	2017	NUM
fcis-15093	58	23	-	-	SYM
fcis-15093	58	24	2021	2021	NUM
fcis-15093	58	25	is	be	AUX
fcis-15093	58	26	1.154	1.154	NUM
fcis-15093	58	27	,	,	PUNCT
fcis-15093	58	28	which	which	PRON
fcis-15093	58	29	is	be	AUX
fcis-15093	58	30	basically	basically	ADV
fcis-15093	58	31	rising	rise	VERB
fcis-15093	58	32	overall	overall	ADV
fcis-15093	58	33	,	,	PUNCT
fcis-15093	58	34	and	and	CCONJ
fcis-15093	58	35	the	the	DET
fcis-15093	58	36	total	total	ADJ
fcis-15093	58	37	factor	factor	NOUN
fcis-15093	58	38	productivity	productivity	NOUN
fcis-15093	58	39	index	index	NOUN
fcis-15093	58	40	is	be	AUX
fcis-15093	58	41	greater	great	ADJ
fcis-15093	58	42	than	than	ADP
fcis-15093	58	43	1	1	NUM
fcis-15093	58	44	in	in	ADP
fcis-15093	58	45	each	each	DET
fcis-15093	58	46	year	year	NOUN
fcis-15093	58	47	of	of	ADP
fcis-15093	58	48	the	the	DET
fcis-15093	58	49	study	study	NOUN
fcis-15093	58	50	period	period	NOUN
fcis-15093	58	51	,	,	PUNCT
fcis-15093	58	52	indicating	indicate	VERB
fcis-15093	58	53	that	that	SCONJ
fcis-15093	58	54	the	the	DET
fcis-15093	58	55	r&d	r&d	NOUN
fcis-15093	58	56	efficiency	efficiency	NOUN
fcis-15093	58	57	is	be	AUX
fcis-15093	58	58	in	in	ADP
fcis-15093	58	59	a	a	DET
fcis-15093	58	60	steadily	steadily	ADV
fcis-15093	58	61	rising	rise	VERB
fcis-15093	58	62	stage	stage	NOUN
fcis-15093	58	63	.	.	PUNCT
fcis-15093	59	1	decomposition	decomposition	NOUN
fcis-15093	59	2	,	,	PUNCT
fcis-15093	59	3	technical	technical	ADJ
fcis-15093	59	4	efficiency	efficiency	NOUN
fcis-15093	59	5	decreased	decrease	VERB
fcis-15093	59	6	by	by	ADP
fcis-15093	59	7	8.3	8.3	NUM
fcis-15093	59	8	%	%	NOUN
fcis-15093	59	9	,	,	PUNCT
fcis-15093	59	10	and	and	CCONJ
fcis-15093	59	11	the	the	DET
fcis-15093	59	12	average	average	ADJ
fcis-15093	59	13	value	value	NOUN
fcis-15093	59	14	of	of	ADP
fcis-15093	59	15	technical	technical	ADJ
fcis-15093	59	16	progress	progress	NOUN
fcis-15093	59	17	increased	increase	VERB
fcis-15093	59	18	by	by	ADP
fcis-15093	59	19	25.9	25.9	NUM
fcis-15093	59	20	%	%	NOUN
fcis-15093	59	21	,	,	PUNCT
fcis-15093	59	22	indicating	indicate	VERB
fcis-15093	59	23	that	that	SCONJ
fcis-15093	59	24	the	the	DET
fcis-15093	59	25	drive	drive	NOUN
fcis-15093	59	26	of	of	ADP
fcis-15093	59	27	r&d	r&d	NOUN
fcis-15093	59	28	technical	technical	ADJ
fcis-15093	59	29	progress	progress	NOUN
fcis-15093	59	30	plays	play	VERB
fcis-15093	59	31	a	a	DET
fcis-15093	59	32	major	major	ADJ
fcis-15093	59	33	role	role	NOUN
fcis-15093	59	34	,	,	PUNCT
fcis-15093	59	35	reflecting	reflect	VERB
fcis-15093	59	36	that	that	SCONJ
fcis-15093	59	37	although	although	SCONJ
fcis-15093	59	38	the	the	DET
fcis-15093	59	39	technical	technical	ADJ
fcis-15093	59	40	progress	progress	NOUN
fcis-15093	59	41	of	of	ADP
fcis-15093	59	42	china	china	PROPN
fcis-15093	59	43	's	's	PART
fcis-15093	59	44	r&d	r&d	NOUN
fcis-15093	59	45	is	be	AUX
fcis-15093	59	46	very	very	ADV
fcis-15093	59	47	fast	fast	ADV
fcis-15093	59	48	,	,	PUNCT
fcis-15093	59	49	the	the	DET
fcis-15093	59	50	technical	technical	ADJ
fcis-15093	59	51	efficiency	efficiency	NOUN
fcis-15093	59	52	is	be	AUX
fcis-15093	59	53	still	still	ADV
fcis-15093	59	54	to	to	PART
fcis-15093	59	55	be	be	AUX
fcis-15093	59	56	improved	improve	VERB
fcis-15093	59	57	,	,	PUNCT
fcis-15093	59	58	and	and	CCONJ
fcis-15093	59	59	there	there	PRON
fcis-15093	59	60	is	be	VERB
fcis-15093	59	61	still	still	ADV
fcis-15093	59	62	more	more	ADJ
fcis-15093	59	63	room	room	NOUN
fcis-15093	59	64	for	for	ADP
fcis-15093	59	65	realizing	realize	VERB
fcis-15093	59	66	the	the	DET
fcis-15093	59	67	effective	effective	ADJ
fcis-15093	59	68	inputs	input	NOUN
fcis-15093	59	69	and	and	CCONJ
fcis-15093	59	70	outputs	output	NOUN
fcis-15093	59	71	of	of	ADP
fcis-15093	59	72	r&d	r&d	NOUN
fcis-15093	59	73	by	by	ADP
fcis-15093	59	74	improving	improve	VERB
fcis-15093	59	75	the	the	DET
fcis-15093	59	76	technical	technical	ADJ
fcis-15093	59	77	efficiency	efficiency	NOUN
fcis-15093	59	78	.	.	PUNCT
fcis-15093	60	1	sub	sub	VERB
fcis-15093	60	2	-	-	ADJ
fcis-15093	60	3	annually	annually	ADV
fcis-15093	60	4	,	,	PUNCT
fcis-15093	60	5	the	the	DET
fcis-15093	60	6	technical	technical	ADJ
fcis-15093	60	7	efficiency	efficiency	NOUN
fcis-15093	60	8	index	index	NOUN
fcis-15093	60	9	during	during	ADP
fcis-15093	60	10	2018	2018	NUM
fcis-15093	60	11	-	-	SYM
fcis-15093	60	12	2019	2019	NUM
fcis-15093	60	13	and	and	CCONJ
fcis-15093	60	14	20202021	20202021	NUM
fcis-15093	60	15	is	be	AUX
fcis-15093	60	16	0.927	0.927	NUM
fcis-15093	60	17	and	and	CCONJ
fcis-15093	60	18	0.617	0.617	NUM
fcis-15093	60	19	respectively	respectively	ADV
fcis-15093	60	20	,	,	PUNCT
fcis-15093	60	21	and	and	CCONJ
fcis-15093	60	22	the	the	DET
fcis-15093	60	23	technical	technical	ADJ
fcis-15093	60	24	progress	progress	NOUN
fcis-15093	60	25	index	index	NOUN
fcis-15093	60	26	is	be	AUX
fcis-15093	60	27	1.201	1.201	NUM
fcis-15093	60	28	and	and	CCONJ
fcis-15093	60	29	1.815	1.815	NUM
fcis-15093	60	30	respectively	respectively	ADV
fcis-15093	60	31	,	,	PUNCT
fcis-15093	60	32	reflecting	reflect	VERB
fcis-15093	60	33	that	that	SCONJ
fcis-15093	60	34	the	the	DET
fcis-15093	60	35	technical	technical	ADJ
fcis-15093	60	36	progress	progress	NOUN
fcis-15093	60	37	index	index	NOUN
fcis-15093	60	38	makes	make	VERB
fcis-15093	60	39	a	a	DET
fcis-15093	60	40	major	major	ADJ
fcis-15093	60	41	contribution	contribution	NOUN
fcis-15093	60	42	to	to	ADP
fcis-15093	60	43	the	the	DET
fcis-15093	60	44	improvement	improvement	NOUN
fcis-15093	60	45	of	of	ADP
fcis-15093	60	46	the	the	DET
fcis-15093	60	47	total	total	ADJ
fcis-15093	60	48	factor	factor	NOUN
fcis-15093	60	49	productivity	productivity	NOUN
fcis-15093	60	50	of	of	ADP
fcis-15093	60	51	r&d	r&d	NOUN
fcis-15093	60	52	,	,	PUNCT
fcis-15093	60	53	and	and	CCONJ
fcis-15093	60	54	the	the	DET
fcis-15093	60	55	technical	technical	ADJ
fcis-15093	60	56	efficiency	efficiency	NOUN
fcis-15093	60	57	index	index	NOUN
fcis-15093	60	58	has	have	VERB
fcis-15093	60	59	a	a	DET
fcis-15093	60	60	greater	great	ADJ
fcis-15093	60	61	impact	impact	NOUN
fcis-15093	60	62	on	on	ADP
fcis-15093	60	63	the	the	DET
fcis-15093	60	64	change	change	NOUN
fcis-15093	60	65	of	of	ADP
fcis-15093	60	66	the	the	DET
fcis-15093	60	67	total	total	ADJ
fcis-15093	60	68	factor	factor	NOUN
fcis-15093	60	69	productivity	productivity	NOUN
fcis-15093	60	70	during	during	ADP
fcis-15093	60	71	the	the	DET
fcis-15093	60	72	period	period	NOUN
fcis-15093	60	73	of	of	ADP
fcis-15093	60	74	2019	2019	NUM
fcis-15093	60	75	-	-	SYM
fcis-15093	60	76	2020	2020	NUM
fcis-15093	60	77	.	.	PUNCT
fcis-15093	61	1	in	in	ADP
fcis-15093	61	2	2017	2017	NUM
fcis-15093	61	3	-	-	SYM
fcis-15093	61	4	2021	2021	NUM
fcis-15093	61	5	,	,	PUNCT
fcis-15093	61	6	the	the	DET
fcis-15093	61	7	total	total	ADJ
fcis-15093	61	8	factor	factor	NOUN
fcis-15093	61	9	productivity	productivity	NOUN
fcis-15093	61	10	of	of	ADP
fcis-15093	61	11	r&d	r&d	NOUN
fcis-15093	61	12	in	in	ADP
fcis-15093	61	13	china	china	PROPN
fcis-15093	61	14	is	be	AUX
fcis-15093	61	15	greater	great	ADJ
fcis-15093	61	16	than	than	ADP
fcis-15093	61	17	1	1	NUM
fcis-15093	61	18	,	,	PUNCT
fcis-15093	61	19	and	and	CCONJ
fcis-15093	61	20	only	only	ADV
fcis-15093	61	21	the	the	DET
fcis-15093	61	22	technical	technical	ADJ
fcis-15093	61	23	progress	progress	NOUN
fcis-15093	61	24	in	in	ADP
fcis-15093	61	25	each	each	DET
fcis-15093	61	26	year	year	NOUN
fcis-15093	61	27	is	be	AUX
fcis-15093	61	28	less	less	ADJ
fcis-15093	61	29	than	than	ADP
fcis-15093	61	30	1	1	NUM
fcis-15093	61	31	in	in	ADP
fcis-15093	61	32	2019	2019	NUM
fcis-15093	61	33	-	-	SYM
fcis-15093	61	34	2020	2020	NUM
fcis-15093	61	35	,	,	PUNCT
fcis-15093	61	36	and	and	CCONJ
fcis-15093	61	37	the	the	DET
fcis-15093	61	38	value	value	NOUN
fcis-15093	61	39	of	of	ADP
fcis-15093	61	40	the	the	DET
fcis-15093	61	41	rest	rest	NOUN
fcis-15093	61	42	of	of	ADP
fcis-15093	61	43	the	the	DET
fcis-15093	61	44	years	year	NOUN
fcis-15093	61	45	is	be	AUX
fcis-15093	61	46	slightly	slightly	ADV
fcis-15093	61	47	larger	large	ADJ
fcis-15093	61	48	,	,	PUNCT
fcis-15093	61	49	reflecting	reflect	VERB
fcis-15093	61	50	that	that	SCONJ
fcis-15093	61	51	technical	technical	ADJ
fcis-15093	61	52	progress	progress	NOUN
fcis-15093	61	53	is	be	AUX
fcis-15093	61	54	the	the	DET
fcis-15093	61	55	main	main	ADJ
fcis-15093	61	56	factor	factor	NOUN
fcis-15093	61	57	driving	drive	VERB
fcis-15093	61	58	the	the	DET
fcis-15093	61	59	growth	growth	NOUN
fcis-15093	61	60	of	of	ADP
fcis-15093	61	61	total	total	ADJ
fcis-15093	61	62	factor	factor	NOUN
fcis-15093	61	63	productivity	productivity	NOUN
fcis-15093	61	64	.	.	PUNCT
fcis-15093	62	1	(	(	PUNCT
fcis-15093	62	2	2	2	X
fcis-15093	62	3	)	)	PUNCT
fcis-15093	62	4	comparison	comparison	NOUN
fcis-15093	62	5	of	of	ADP
fcis-15093	62	6	efficiency	efficiency	NOUN
fcis-15093	62	7	changes	change	NOUN
fcis-15093	62	8	among	among	ADP
fcis-15093	62	9	provinces	province	NOUN
fcis-15093	62	10	.	.	PUNCT
fcis-15093	63	1	from	from	ADP
fcis-15093	63	2	table	table	NOUN
fcis-15093	63	3	4	4	NUM
fcis-15093	63	4	,	,	PUNCT
fcis-15093	63	5	it	it	PRON
fcis-15093	63	6	can	can	AUX
fcis-15093	63	7	be	be	AUX
fcis-15093	63	8	seen	see	VERB
fcis-15093	63	9	that	that	SCONJ
fcis-15093	63	10	:	:	PUNCT
fcis-15093	63	11	except	except	SCONJ
fcis-15093	63	12	for	for	ADP
fcis-15093	63	13	jilin	jilin	PROPN
fcis-15093	63	14	,	,	PUNCT
fcis-15093	63	15	yunnan	yunnan	PROPN
fcis-15093	63	16	and	and	CCONJ
fcis-15093	63	17	tibet	tibet	PROPN
fcis-15093	63	18	,	,	PUNCT
fcis-15093	63	19	the	the	DET
fcis-15093	63	20	r&d	r&d	NOUN
fcis-15093	63	21	productivity	productivity	NOUN
fcis-15093	63	22	index	index	NOUN
fcis-15093	63	23	of	of	ADP
fcis-15093	63	24	which	which	PRON
fcis-15093	63	25	is	be	AUX
fcis-15093	63	26	less	less	ADJ
fcis-15093	63	27	than	than	ADP
fcis-15093	63	28	1	1	NUM
fcis-15093	63	29	in	in	ADP
fcis-15093	63	30	2017	2017	NUM
fcis-15093	63	31	-	-	SYM
fcis-15093	63	32	2021	2021	NUM
fcis-15093	63	33	,	,	PUNCT
fcis-15093	63	34	the	the	DET
fcis-15093	63	35	r&d	r&d	NOUN
fcis-15093	63	36	total	total	NOUN
fcis-15093	63	37	factor	factor	NOUN
fcis-15093	63	38	productivity	productivity	NOUN
fcis-15093	63	39	index	index	NOUN
fcis-15093	63	40	of	of	ADP
fcis-15093	63	41	the	the	DET
fcis-15093	63	42	other	other	ADJ
fcis-15093	63	43	28	28	NUM
fcis-15093	63	44	provinces	province	NOUN
fcis-15093	63	45	is	be	AUX
fcis-15093	63	46	greater	great	ADJ
fcis-15093	63	47	than	than	ADP
fcis-15093	63	48	1	1	NUM
fcis-15093	63	49	,	,	PUNCT
fcis-15093	63	50	indicating	indicate	VERB
fcis-15093	63	51	that	that	SCONJ
fcis-15093	63	52	the	the	DET
fcis-15093	63	53	inputoutput	inputoutput	NOUN
fcis-15093	63	54	efficiency	efficiency	NOUN
fcis-15093	63	55	of	of	ADP
fcis-15093	63	56	r&d	r&d	NOUN
fcis-15093	63	57	in	in	ADP
fcis-15093	63	58	the	the	DET
fcis-15093	63	59	vast	vast	ADJ
fcis-15093	63	60	majority	majority	NOUN
fcis-15093	63	61	of	of	ADP
fcis-15093	63	62	china	china	PROPN
fcis-15093	63	63	's	's	PART
fcis-15093	63	64	regions	region	NOUN
fcis-15093	63	65	is	be	AUX
fcis-15093	63	66	constantly	constantly	ADV
fcis-15093	63	67	improving	improve	VERB
fcis-15093	63	68	and	and	CCONJ
fcis-15093	63	69	developing	develop	VERB
fcis-15093	63	70	in	in	ADP
fcis-15093	63	71	a	a	DET
fcis-15093	63	72	better	well	ADJ
fcis-15093	63	73	way	way	NOUN
fcis-15093	63	74	.	.	PUNCT
fcis-15093	64	1	in	in	ADP
fcis-15093	64	2	terms	term	NOUN
fcis-15093	64	3	of	of	ADP
fcis-15093	64	4	growth	growth	NOUN
fcis-15093	64	5	drivers	driver	NOUN
fcis-15093	64	6	,	,	PUNCT
fcis-15093	64	7	the	the	DET
fcis-15093	64	8	technical	technical	ADJ
fcis-15093	64	9	efficiency	efficiency	NOUN
fcis-15093	64	10	of	of	ADP
fcis-15093	64	11	shanxi	shanxi	PROPN
fcis-15093	64	12	,	,	PUNCT
fcis-15093	64	13	inner	inner	PROPN
fcis-15093	64	14	mongolia	mongolia	PROPN
fcis-15093	64	15	,	,	PUNCT
fcis-15093	64	16	jilin	jilin	PROPN
fcis-15093	64	17	,	,	PUNCT
fcis-15093	64	18	liaoning	liaoning	PROPN
fcis-15093	64	19	and	and	CCONJ
fcis-15093	64	20	other	other	ADJ
fcis-15093	64	21	regions	region	NOUN
fcis-15093	64	22	has	have	AUX
fcis-15093	64	23	been	be	AUX
fcis-15093	64	24	reduced	reduce	VERB
fcis-15093	64	25	,	,	PUNCT
fcis-15093	64	26	and	and	CCONJ
fcis-15093	64	27	the	the	DET
fcis-15093	64	28	improvement	improvement	NOUN
fcis-15093	64	29	of	of	ADP
fcis-15093	64	30	r&d	r&d	NOUN
fcis-15093	64	31	input	input	NOUN
fcis-15093	64	32	-	-	PUNCT
fcis-15093	64	33	output	output	NOUN
fcis-15093	64	34	efficiency	efficiency	NOUN
fcis-15093	64	35	mainly	mainly	ADV
fcis-15093	64	36	originates	originate	VERB
fcis-15093	64	37	from	from	ADP
fcis-15093	64	38	the	the	DET
fcis-15093	64	39	improvement	improvement	NOUN
fcis-15093	64	40	of	of	ADP
fcis-15093	64	41	technological	technological	ADJ
fcis-15093	64	42	progress	progress	NOUN
fcis-15093	64	43	,	,	PUNCT
fcis-15093	64	44	whereas	whereas	SCONJ
fcis-15093	64	45	the	the	DET
fcis-15093	64	46	changes	change	NOUN
fcis-15093	64	47	in	in	ADP
fcis-15093	64	48	the	the	DET
fcis-15093	64	49	technical	technical	ADJ
fcis-15093	64	50	efficiency	efficiency	NOUN
fcis-15093	64	51	of	of	ADP
fcis-15093	64	52	r&d	r&d	NOUN
fcis-15093	64	53	input	input	NOUN
fcis-15093	64	54	-	-	PUNCT
fcis-15093	64	55	output	output	NOUN
fcis-15093	64	56	in	in	ADP
fcis-15093	64	57	beijing	beijing	PROPN
fcis-15093	64	58	,	,	PUNCT
fcis-15093	64	59	hebei	hebei	PROPN
fcis-15093	64	60	,	,	PUNCT
fcis-15093	64	61	shanghai	shanghai	PROPN
fcis-15093	64	62	and	and	CCONJ
fcis-15093	64	63	other	other	ADJ
fcis-15093	64	64	regions	region	NOUN
fcis-15093	64	65	and	and	CCONJ
fcis-15093	64	66	the	the	DET
fcis-15093	64	67	technological	technological	ADJ
fcis-15093	64	68	changes	change	NOUN
fcis-15093	64	69	are	be	AUX
fcis-15093	64	70	synchronized	synchronize	VERB
fcis-15093	64	71	,	,	PUNCT
fcis-15093	64	72	i.e.	i.e.	X
fcis-15093	64	73	,	,	PUNCT
fcis-15093	64	74	the	the	DET
fcis-15093	64	75	technical	technical	ADJ
fcis-15093	64	76	efficiency	efficiency	NOUN
fcis-15093	64	77	and	and	CCONJ
fcis-15093	64	78	the	the	DET
fcis-15093	64	79	factor	factor	NOUN
fcis-15093	64	80	of	of	ADP
fcis-15093	64	81	technological	technological	ADJ
fcis-15093	64	82	progress	progress	NOUN
fcis-15093	64	83	synergistically	synergistically	ADV
fcis-15093	64	84	play	play	VERB
fcis-15093	64	85	a	a	DET
fcis-15093	64	86	role	role	NOUN
fcis-15093	64	87	in	in	ADP
fcis-15093	64	88	promoting	promote	VERB
fcis-15093	64	89	the	the	DET
fcis-15093	64	90	development	development	NOUN
fcis-15093	64	91	.	.	PUNCT
fcis-15093	65	1	28	28	NUM
fcis-15093	65	2	table	table	NOUN
fcis-15093	65	3	3	3	NUM
fcis-15093	65	4	.	.	PUNCT
fcis-15093	66	1	r&d	r&d	NOUN
fcis-15093	66	2	malmquist	malmquist	NOUN
fcis-15093	66	3	index	index	NOUN
fcis-15093	66	4	and	and	CCONJ
fcis-15093	66	5	its	its	PRON
fcis-15093	66	6	decomposition	decomposition	NOUN
fcis-15093	66	7	,	,	PUNCT
fcis-15093	66	8	2017	2017	NUM
fcis-15093	66	9	-	-	SYM
fcis-15093	66	10	2021	2021	NUM
fcis-15093	66	11	year	year	NOUN
fcis-15093	66	12	technical	technical	ADJ
fcis-15093	66	13	efficiency	efficiency	NOUN
fcis-15093	66	14	technological	technological	ADJ
fcis-15093	66	15	progress	progress	NOUN
fcis-15093	66	16	pure	pure	ADJ
fcis-15093	66	17	technical	technical	ADJ
fcis-15093	66	18	efficiency	efficiency	NOUN
fcis-15093	66	19	scale	scale	NOUN
fcis-15093	66	20	efficiency	efficiency	NOUN
fcis-15093	66	21	total	total	NOUN
fcis-15093	66	22	factor	factor	NOUN
fcis-15093	66	23	productivity	productivity	NOUN
fcis-15093	66	24	2017	2017	NUM
fcis-15093	66	25	-	-	SYM
fcis-15093	66	26	2018	2018	NUM
fcis-15093	66	27	1.126	1.126	NUM
fcis-15093	66	28	1.169	1.169	NUM
fcis-15093	66	29	1.019	1.019	NUM
fcis-15093	66	30	1.105	1.105	NUM
fcis-15093	66	31	1.317	1.317	NUM
fcis-15093	66	32	2018	2018	NUM
fcis-15093	66	33	-	-	SYM
fcis-15093	66	34	2019	2019	NUM
fcis-15093	66	35	0.927	0.927	NUM
fcis-15093	66	36	1.201	1.201	NUM
fcis-15093	66	37	0.946	0.946	NUM
fcis-15093	66	38	0.979	0.979	NUM
fcis-15093	66	39	1.113	1.113	NUM
fcis-15093	66	40	2019	2019	NUM
fcis-15093	66	41	-	-	SYM
fcis-15093	66	42	2020	2020	NUM
fcis-15093	66	43	1.096	1.096	NUM
fcis-15093	66	44	0.985	0.985	NUM
fcis-15093	66	45	1.048	1.048	NUM
fcis-15093	66	46	1.046	1.046	NUM
fcis-15093	66	47	1.079	1.079	NUM
fcis-15093	66	48	2020	2020	NUM
fcis-15093	66	49	-	-	SYM
fcis-15093	66	50	2021	2021	NUM
fcis-15093	66	51	0.617	0.617	NUM
fcis-15093	66	52	1.815	1.815	NUM
fcis-15093	66	53	0.835	0.835	NUM
fcis-15093	66	54	0.739	0.739	NUM
fcis-15093	66	55	1.120	1.120	NUM
fcis-15093	66	56	average	average	ADJ
fcis-15093	66	57	value	value	NOUN
fcis-15093	66	58	0.917	0.917	NUM
fcis-15093	66	59	1.259	1.259	NUM
fcis-15093	66	60	0.958	0.958	NUM
fcis-15093	66	61	0.956	0.956	NUM
fcis-15093	66	62	1.154	1.154	NUM
fcis-15093	66	63	table	table	NOUN
fcis-15093	66	64	4	4	NUM
fcis-15093	66	65	.	.	PUNCT
fcis-15093	67	1	r&d	r&d	NOUN
fcis-15093	67	2	malmquist	malmquist	NOUN
fcis-15093	67	3	index	index	NOUN
fcis-15093	67	4	and	and	CCONJ
fcis-15093	67	5	its	its	PRON
fcis-15093	67	6	decomposition	decomposition	NOUN
fcis-15093	67	7	by	by	ADP
fcis-15093	67	8	region	region	NOUN
fcis-15093	67	9	provinces	province	NOUN
fcis-15093	67	10	technical	technical	ADJ
fcis-15093	67	11	efficiency	efficiency	NOUN
fcis-15093	67	12	technological	technological	ADJ
fcis-15093	67	13	progress	progress	NOUN
fcis-15093	67	14	pure	pure	ADJ
fcis-15093	67	15	technical	technical	ADJ
fcis-15093	67	16	efficiency	efficiency	NOUN
fcis-15093	67	17	scale	scale	NOUN
fcis-15093	67	18	efficiency	efficiency	NOUN
fcis-15093	67	19	total	total	NOUN
fcis-15093	67	20	factor	factor	NOUN
fcis-15093	67	21	productivity	productivity	NOUN
fcis-15093	67	22	beijing	beijing	PROPN
fcis-15093	67	23	1.028	1.028	NUM
fcis-15093	67	24	1.064	1.064	NUM
fcis-15093	67	25	1	1	NUM
fcis-15093	67	26	1.028	1.028	NUM
fcis-15093	67	27	1.094	1.094	NUM
fcis-15093	67	28	tianjin	tianjin	PROPN
fcis-15093	67	29	1.036	1.036	NUM
fcis-15093	67	30	1.165	1.165	NUM
fcis-15093	67	31	0.982	0.982	NUM
fcis-15093	67	32	1.055	1.055	NUM
fcis-15093	67	33	1.206	1.206	NUM
fcis-15093	67	34	hebei	hebei	PROPN
fcis-15093	67	35	1.164	1.164	NUM
fcis-15093	67	36	1.239	1.239	NUM
fcis-15093	67	37	1.086	1.086	NUM
fcis-15093	67	38	1.071	1.071	NUM
fcis-15093	67	39	1.442	1.442	NUM
fcis-15093	67	40	shanxi	shanxi	PROPN
fcis-15093	67	41	0.949	0.949	NUM
fcis-15093	67	42	1.313	1.313	NUM
fcis-15093	67	43	1.029	1.029	NUM
fcis-15093	67	44	0.922	0.922	NUM
fcis-15093	67	45	1.247	1.247	NUM
fcis-15093	67	46	inner	inner	ADJ
fcis-15093	67	47	mongolia	mongolia	PROPN
fcis-15093	67	48	0.921	0.921	NUM
fcis-15093	67	49	1.42	1.42	NUM
fcis-15093	67	50	1.015	1.015	NUM
fcis-15093	67	51	0.907	0.907	NUM
fcis-15093	67	52	1.308	1.308	NUM
fcis-15093	67	53	liaoning	liaoning	NOUN
fcis-15093	67	54	0.863	0.863	NUM
fcis-15093	67	55	1.214	1.214	NUM
fcis-15093	67	56	0.873	0.873	NUM
fcis-15093	67	57	0.988	0.988	NUM
fcis-15093	67	58	1.048	1.048	NUM
fcis-15093	67	59	jilin	jilin	PROPN
fcis-15093	67	60	0.754	0.754	NUM
fcis-15093	67	61	1.226	1.226	NUM
fcis-15093	67	62	0.858	0.858	NUM
fcis-15093	67	63	0.879	0.879	NUM
fcis-15093	67	64	0.925	0.925	NUM
fcis-15093	67	65	heilongjiang	heilongjiang	NOUN
fcis-15093	67	66	1.09	1.09	NUM
fcis-15093	67	67	1.17	1.17	NUM
fcis-15093	67	68	1	1	NUM
fcis-15093	67	69	1.089	1.089	NUM
fcis-15093	67	70	1.275	1.275	NUM
fcis-15093	67	71	shanghai	shanghai	PROPN
fcis-15093	67	72	1.036	1.036	NUM
fcis-15093	67	73	1.186	1.186	NUM
fcis-15093	67	74	1.035	1.035	NUM
fcis-15093	67	75	1.001	1.001	NUM
fcis-15093	67	76	1.229	1.229	NUM
fcis-15093	67	77	jiangsu	jiangsu	NOUN
fcis-15093	67	78	0.849	0.849	NUM
fcis-15093	67	79	1.302	1.302	NUM
fcis-15093	67	80	1.034	1.034	NUM
fcis-15093	67	81	0.821	0.821	NUM
fcis-15093	67	82	1.105	1.105	NUM
fcis-15093	67	83	zhejiang	zhejiang	PROPN
fcis-15093	67	84	0.836	0.836	NUM
fcis-15093	67	85	1.305	1.305	NUM
fcis-15093	67	86	1	1	NUM
fcis-15093	67	87	0.836	0.836	NUM
fcis-15093	67	88	1.091	1.091	NUM
fcis-15093	67	89	anhui	anhui	NOUN
fcis-15093	67	90	0.927	0.927	NUM
fcis-15093	67	91	1.26	1.26	NUM
fcis-15093	67	92	0.898	0.898	NUM
fcis-15093	67	93	1.033	1.033	NUM
fcis-15093	67	94	1.168	1.168	NUM
fcis-15093	67	95	fujian	fujian	NOUN
fcis-15093	67	96	0.741	0.741	NUM
fcis-15093	67	97	1.43	1.43	NUM
fcis-15093	67	98	0.902	0.902	NUM
fcis-15093	67	99	0.822	0.822	NUM
fcis-15093	67	100	1.06	1.06	NUM
fcis-15093	67	101	jiangxi	jiangxi	NOUN
fcis-15093	67	102	0.777	0.777	NUM
fcis-15093	67	103	1.299	1.299	NUM
fcis-15093	67	104	0.797	0.797	NUM
fcis-15093	67	105	0.974	0.974	NUM
fcis-15093	67	106	1.009	1.009	NUM
fcis-15093	67	107	shandong	shandong	PROPN
fcis-15093	67	108	1.034	1.034	NUM
fcis-15093	67	109	1.28	1.28	NUM
fcis-15093	67	110	1.205	1.205	NUM
fcis-15093	67	111	0.858	0.858	NUM
fcis-15093	67	112	1.324	1.324	NUM
fcis-15093	67	113	henan	henan	NOUN
fcis-15093	67	114	0.866	0.866	NUM
fcis-15093	67	115	1.293	1.293	NUM
fcis-15093	67	116	0.974	0.974	NUM
fcis-15093	67	117	0.889	0.889	NUM
fcis-15093	67	118	1.119	1.119	NUM
fcis-15093	67	119	hubei	hubei	NOUN
fcis-15093	67	120	0.926	0.926	NUM
fcis-15093	67	121	1.146	1.146	NUM
fcis-15093	67	122	1.003	1.003	NUM
fcis-15093	67	123	0.924	0.924	NUM
fcis-15093	67	124	1.061	1.061	NUM
fcis-15093	67	125	hunan	hunan	PROPN
fcis-15093	67	126	1.063	1.063	NUM
fcis-15093	67	127	1.195	1.195	NUM
fcis-15093	67	128	0.9	0.9	NUM
fcis-15093	67	129	1.18	1.18	NUM
fcis-15093	67	130	1.27	1.27	NUM
fcis-15093	67	131	guangdong	guangdong	NOUN
fcis-15093	67	132	0.854	0.854	NUM
fcis-15093	67	133	1.323	1.323	NUM
fcis-15093	67	134	1	1	NUM
fcis-15093	67	135	0.854	0.854	NUM
fcis-15093	67	136	1.129	1.129	NUM
fcis-15093	67	137	guangxi	guangxi	NOUN
fcis-15093	67	138	1.071	1.071	NUM
fcis-15093	67	139	1.28	1.28	NUM
fcis-15093	67	140	1	1	NUM
fcis-15093	67	141	1.071	1.071	NUM
fcis-15093	67	142	1.371	1.371	NUM
fcis-15093	67	143	hainan	hainan	PROPN
fcis-15093	67	144	1.08	1.08	NUM
fcis-15093	67	145	1.337	1.337	NUM
fcis-15093	67	146	1.05	1.05	NUM
fcis-15093	67	147	1.028	1.028	NUM
fcis-15093	67	148	1.443	1.443	NUM
fcis-15093	67	149	chongqing	chongqe	VERB
fcis-15093	67	150	0.748	0.748	NUM
fcis-15093	67	151	1.394	1.394	NUM
fcis-15093	67	152	0.805	0.805	NUM
fcis-15093	67	153	0.929	0.929	NUM
fcis-15093	67	154	1.043	1.043	NUM
fcis-15093	67	155	sichuan	sichuan	PROPN
fcis-15093	67	156	0.952	0.952	NUM
fcis-15093	67	157	1.183	1.183	NUM
fcis-15093	67	158	0.93	0.93	NUM
fcis-15093	67	159	1.024	1.024	NUM
fcis-15093	67	160	1.127	1.127	NUM
fcis-15093	67	161	guizhou	guizhou	NOUN
fcis-15093	67	162	0.985	0.985	NUM
fcis-15093	67	163	1.227	1.227	NUM
fcis-15093	67	164	1.019	1.019	NUM
fcis-15093	67	165	0.966	0.966	NUM
fcis-15093	67	166	1.208	1.208	NUM
fcis-15093	67	167	yunnan	yunnan	NOUN
fcis-15093	67	168	0.782	0.782	NUM
fcis-15093	67	169	1.236	1.236	NUM
fcis-15093	67	170	0.881	0.881	NUM
fcis-15093	67	171	0.888	0.888	NUM
fcis-15093	67	172	0.967	0.967	NUM
fcis-15093	67	173	tibet	tibet	PROPN
fcis-15093	67	174	0.755	0.755	NUM
fcis-15093	67	175	1.252	1.252	NUM
fcis-15093	67	176	1	1	NUM
fcis-15093	67	177	0.755	0.755	NUM
fcis-15093	67	178	0.945	0.945	NUM
fcis-15093	67	179	shaanxi	shaanxi	NOUN
fcis-15093	67	180	1.048	1.048	NUM
fcis-15093	67	181	1.092	1.092	NUM
fcis-15093	67	182	1.01	1.01	NUM
fcis-15093	67	183	1.038	1.038	NUM
fcis-15093	67	184	1.145	1.145	NUM
fcis-15093	67	185	gansu	gansu	PROPN
fcis-15093	67	186	0.85	0.85	NUM
fcis-15093	67	187	1.176	1.176	NUM
fcis-15093	67	188	0.851	0.851	NUM
fcis-15093	67	189	0.998	0.998	NUM
fcis-15093	67	190	1	1	NUM
fcis-15093	67	191	qinghai	qinghai	PROPN
fcis-15093	67	192	0.809	0.809	NUM
fcis-15093	67	193	1.249	1.249	NUM
fcis-15093	67	194	0.877	0.877	NUM
fcis-15093	67	195	0.922	0.922	NUM
fcis-15093	67	196	1.01	1.01	NUM
fcis-15093	67	197	ningxia	ningxia	NOUN
fcis-15093	67	198	0.858	0.858	NUM
fcis-15093	67	199	1.395	1.395	NUM
fcis-15093	67	200	0.822	0.822	NUM
fcis-15093	67	201	1.045	1.045	NUM
fcis-15093	67	202	1.198	1.198	NUM
fcis-15093	67	203	xinjiang	xinjiang	PROPN
fcis-15093	67	204	1	1	NUM
fcis-15093	67	205	1.484	1.484	NUM
fcis-15093	67	206	1	1	NUM
fcis-15093	67	207	1	1	NUM
fcis-15093	67	208	1.484	1.484	NUM
fcis-15093	67	209	national	national	ADJ
fcis-15093	67	210	average	average	NOUN
fcis-15093	67	211	0.917	0.917	NUM
fcis-15093	67	212	1.259	1.259	NUM
fcis-15093	67	213	0.958	0.958	NUM
fcis-15093	67	214	0.956	0.956	NUM
fcis-15093	67	215	1.154	1.154	NUM
fcis-15093	67	216	4	4	NUM
fcis-15093	67	217	.	.	PUNCT
fcis-15093	67	218	conclusion	conclusion	NOUN
fcis-15093	67	219	and	and	CCONJ
fcis-15093	67	220	suggestions	suggestion	NOUN
fcis-15093	67	221	4.1	4.1	NUM
fcis-15093	67	222	.	.	PUNCT
fcis-15093	68	1	conclusion	conclusion	NOUN
fcis-15093	68	2	this	this	DET
fcis-15093	68	3	paper	paper	NOUN
fcis-15093	68	4	draws	draw	VERB
fcis-15093	68	5	the	the	DET
fcis-15093	68	6	following	follow	VERB
fcis-15093	68	7	conclusions	conclusion	NOUN
fcis-15093	68	8	from	from	ADP
fcis-15093	68	9	an	an	DET
fcis-15093	68	10	empirical	empirical	ADJ
fcis-15093	68	11	study	study	NOUN
fcis-15093	68	12	of	of	ADP
fcis-15093	68	13	r&d	r&d	NOUN
fcis-15093	68	14	input	input	NOUN
fcis-15093	68	15	-	-	PUNCT
fcis-15093	68	16	output	output	NOUN
fcis-15093	68	17	efficiency	efficiency	NOUN
fcis-15093	68	18	in	in	ADP
fcis-15093	68	19	31	31	NUM
fcis-15093	68	20	provinces	province	NOUN
fcis-15093	68	21	in	in	ADP
fcis-15093	68	22	china	china	PROPN
fcis-15093	68	23	from	from	ADP
fcis-15093	68	24	2017	2017	NUM
fcis-15093	68	25	to	to	ADP
fcis-15093	68	26	2021	2021	NUM
fcis-15093	68	27	:	:	PUNCT
fcis-15093	68	28	based	base	VERB
fcis-15093	68	29	on	on	ADP
fcis-15093	68	30	the	the	DET
fcis-15093	68	31	dea	dea	PROPN
fcis-15093	68	32	model	model	PROPN
fcis-15093	68	33	measurement	measurement	PROPN
fcis-15093	68	34	,	,	PUNCT
fcis-15093	68	35	it	it	PRON
fcis-15093	68	36	can	can	AUX
fcis-15093	68	37	be	be	AUX
fcis-15093	68	38	seen	see	VERB
fcis-15093	68	39	that	that	SCONJ
fcis-15093	68	40	the	the	DET
fcis-15093	68	41	comprehensive	comprehensive	ADJ
fcis-15093	68	42	efficiency	efficiency	NOUN
fcis-15093	68	43	of	of	ADP
fcis-15093	68	44	r&d	r&d	NOUN
fcis-15093	68	45	inputs	input	NOUN
fcis-15093	68	46	and	and	CCONJ
fcis-15093	68	47	outputs	output	NOUN
fcis-15093	68	48	in	in	ADP
fcis-15093	68	49	2017	2017	NUM
fcis-15093	68	50	and	and	CCONJ
fcis-15093	68	51	2021	2021	NUM
fcis-15093	68	52	have	have	AUX
fcis-15093	68	53	not	not	PART
fcis-15093	68	54	reached	reach	VERB
fcis-15093	68	55	the	the	DET
fcis-15093	68	56	dea	dea	NOUN
fcis-15093	68	57	effective	effective	ADJ
fcis-15093	68	58	,	,	PUNCT
fcis-15093	68	59	and	and	CCONJ
fcis-15093	68	60	the	the	DET
fcis-15093	68	61	efficiency	efficiency	NOUN
fcis-15093	68	62	of	of	ADP
fcis-15093	68	63	r&d	r&d	NOUN
fcis-15093	68	64	inputs	input	NOUN
fcis-15093	68	65	and	and	CCONJ
fcis-15093	68	66	outputs	output	NOUN
fcis-15093	68	67	of	of	ADP
fcis-15093	68	68	different	different	ADJ
fcis-15093	68	69	provinces	province	NOUN
fcis-15093	68	70	varies	vary	VERB
fcis-15093	68	71	greatly	greatly	ADV
fcis-15093	68	72	,	,	PUNCT
fcis-15093	68	73	and	and	CCONJ
fcis-15093	68	74	most	most	ADJ
fcis-15093	68	75	of	of	ADP
fcis-15093	68	76	the	the	DET
fcis-15093	68	77	provinces	province	NOUN
fcis-15093	68	78	have	have	VERB
fcis-15093	68	79	different	different	ADJ
fcis-15093	68	80	degrees	degree	NOUN
fcis-15093	68	81	of	of	ADP
fcis-15093	68	82	pure	pure	ADJ
fcis-15093	68	83	technical	technical	ADJ
fcis-15093	68	84	efficiency	efficiency	NOUN
fcis-15093	68	85	and	and	CCONJ
fcis-15093	68	86	scale	scale	NOUN
fcis-15093	68	87	efficiency	efficiency	NOUN
fcis-15093	68	88	improvement	improvement	NOUN
fcis-15093	68	89	space	space	NOUN
fcis-15093	68	90	,	,	PUNCT
fcis-15093	68	91	which	which	PRON
fcis-15093	68	92	should	should	AUX
fcis-15093	68	93	be	be	AUX
fcis-15093	68	94	focused	focus	VERB
fcis-15093	68	95	on	on	ADP
fcis-15093	68	96	improving	improve	VERB
fcis-15093	68	97	the	the	DET
fcis-15093	68	98	level	level	NOUN
fcis-15093	68	99	of	of	ADP
fcis-15093	68	100	r&d	r&d	NOUN
fcis-15093	68	101	inputs	input	NOUN
fcis-15093	68	102	and	and	CCONJ
fcis-15093	68	103	outputs	output	NOUN
fcis-15093	68	104	,	,	PUNCT
fcis-15093	68	105	designing	design	VERB
fcis-15093	68	106	a	a	DET
fcis-15093	68	107	reasonable	reasonable	ADJ
fcis-15093	68	108	incentive	incentive	NOUN
fcis-15093	68	109	system	system	NOUN
fcis-15093	68	110	,	,	PUNCT
fcis-15093	68	111	and	and	CCONJ
fcis-15093	68	112	expanding	expand	VERB
fcis-15093	68	113	inputs	input	NOUN
fcis-15093	68	114	to	to	PART
fcis-15093	68	115	achieve	achieve	VERB
fcis-15093	68	116	the	the	DET
fcis-15093	68	117	optimal	optimal	ADJ
fcis-15093	68	118	scale	scale	NOUN
fcis-15093	68	119	;	;	PUNCT
fcis-15093	69	1	dynamic	dynamic	ADJ
fcis-15093	69	2	analysis	analysis	NOUN
fcis-15093	69	3	based	base	VERB
fcis-15093	69	4	on	on	ADP
fcis-15093	69	5	malmquist	malmquist	PROPN
fcis-15093	69	6	index	index	NOUN
fcis-15093	69	7	shows	show	VERB
fcis-15093	69	8	that	that	SCONJ
fcis-15093	69	9	the	the	DET
fcis-15093	69	10	average	average	ADJ
fcis-15093	69	11	value	value	NOUN
fcis-15093	69	12	of	of	ADP
fcis-15093	69	13	china	china	PROPN
fcis-15093	69	14	's	's	PART
fcis-15093	69	15	r&d	r&d	NOUN
fcis-15093	69	16	input	input	NOUN
fcis-15093	69	17	-	-	PUNCT
fcis-15093	69	18	output	output	NOUN
fcis-15093	69	19	efficiency	efficiency	NOUN
fcis-15093	69	20	productivity	productivity	NOUN
fcis-15093	69	21	index	index	NOUN
fcis-15093	69	22	is	be	AUX
fcis-15093	69	23	1.154	1.154	NUM
fcis-15093	69	24	in	in	ADP
fcis-15093	69	25	2017	2017	NUM
fcis-15093	69	26	-	-	SYM
fcis-15093	69	27	2021	2021	NUM
fcis-15093	69	28	,	,	PUNCT
fcis-15093	69	29	indicating	indicate	VERB
fcis-15093	69	30	that	that	SCONJ
fcis-15093	69	31	the	the	DET
fcis-15093	69	32	overall	overall	ADJ
fcis-15093	69	33	supply	supply	NOUN
fcis-15093	69	34	efficiency	efficiency	NOUN
fcis-15093	69	35	is	be	AUX
fcis-15093	69	36	on	on	ADP
fcis-15093	69	37	the	the	DET
fcis-15093	69	38	rise	rise	NOUN
fcis-15093	69	39	.	.	PUNCT
fcis-15093	70	1	the	the	DET
fcis-15093	70	2	change	change	NOUN
fcis-15093	70	3	of	of	ADP
fcis-15093	70	4	technological	technological	ADJ
fcis-15093	70	5	progress	progress	NOUN
fcis-15093	70	6	in	in	ADP
fcis-15093	70	7	r&d	r&d	NOUN
fcis-15093	70	8	input	input	NOUN
fcis-15093	70	9	-	-	PUNCT
fcis-15093	70	10	output	output	NOUN
fcis-15093	70	11	plays	play	VERB
fcis-15093	70	12	an	an	DET
fcis-15093	70	13	important	important	ADJ
fcis-15093	70	14	role	role	NOUN
fcis-15093	70	15	in	in	ADP
fcis-15093	70	16	the	the	DET
fcis-15093	70	17	improvement	improvement	NOUN
fcis-15093	70	18	of	of	ADP
fcis-15093	70	19	comprehensive	comprehensive	ADJ
fcis-15093	70	20	efficiency	efficiency	NOUN
fcis-15093	70	21	.	.	PUNCT
fcis-15093	71	1	4.2	4.2	NUM
fcis-15093	71	2	.	.	PUNCT
fcis-15093	71	3	suggestions	suggestion	NOUN
fcis-15093	71	4	first	first	ADV
fcis-15093	71	5	,	,	PUNCT
fcis-15093	71	6	increase	increase	VERB
fcis-15093	71	7	support	support	NOUN
fcis-15093	71	8	for	for	ADP
fcis-15093	71	9	high	high	ADJ
fcis-15093	71	10	-	-	PUNCT
fcis-15093	71	11	tech	tech	NOUN
fcis-15093	71	12	industries	industry	NOUN
fcis-15093	71	13	.	.	PUNCT
fcis-15093	72	1	high	high	ADJ
fcis-15093	72	2	-	-	PUNCT
fcis-15093	72	3	tech	tech	NOUN
fcis-15093	72	4	industries	industry	NOUN
fcis-15093	72	5	are	be	AUX
fcis-15093	72	6	an	an	DET
fcis-15093	72	7	important	important	ADJ
fcis-15093	72	8	driving	driving	NOUN
fcis-15093	72	9	force	force	NOUN
fcis-15093	72	10	for	for	ADP
fcis-15093	72	11	economic	economic	ADJ
fcis-15093	72	12	development	development	NOUN
fcis-15093	72	13	and	and	CCONJ
fcis-15093	72	14	innovation	innovation	NOUN
fcis-15093	72	15	.	.	PUNCT
fcis-15093	73	1	the	the	DET
fcis-15093	73	2	government	government	NOUN
fcis-15093	73	3	should	should	AUX
fcis-15093	73	4	improve	improve	VERB
fcis-15093	73	5	its	its	PRON
fcis-15093	73	6	support	support	NOUN
fcis-15093	73	7	for	for	ADP
fcis-15093	73	8	scientific	scientific	ADJ
fcis-15093	73	9	and	and	CCONJ
fcis-15093	73	10	technological	technological	ADJ
fcis-15093	73	11	innovation	innovation	NOUN
fcis-15093	73	12	,	,	PUNCT
fcis-15093	73	13	increase	increase	VERB
fcis-15093	73	14	investment	investment	NOUN
fcis-15093	73	15	in	in	ADP
fcis-15093	73	16	r&d	r&d	NOUN
fcis-15093	73	17	funding	funding	NOUN
fcis-15093	73	18	and	and	CCONJ
fcis-15093	73	19	policy	policy	NOUN
fcis-15093	73	20	support	support	NOUN
fcis-15093	73	21	,	,	PUNCT
fcis-15093	73	22	adjust	adjust	VERB
fcis-15093	73	23	the	the	DET
fcis-15093	73	24	layout	layout	NOUN
fcis-15093	73	25	of	of	ADP
fcis-15093	73	26	r&d	r&d	NOUN
fcis-15093	73	27	according	accord	VERB
fcis-15093	73	28	to	to	ADP
fcis-15093	73	29	national	national	ADJ
fcis-15093	73	30	strategic	strategic	ADJ
fcis-15093	73	31	needs	need	NOUN
fcis-15093	73	32	and	and	CCONJ
fcis-15093	73	33	industrial	industrial	ADJ
fcis-15093	73	34	development	development	NOUN
fcis-15093	73	35	direction	direction	NOUN
fcis-15093	73	36	,	,	PUNCT
fcis-15093	73	37	strengthen	strengthen	VERB
fcis-15093	73	38	basic	basic	ADJ
fcis-15093	73	39	and	and	CCONJ
fcis-15093	73	40	applied	applied	ADJ
fcis-15093	73	41	research	research	NOUN
fcis-15093	73	42	,	,	PUNCT
fcis-15093	73	43	improve	improve	VERB
fcis-15093	73	44	original	original	ADJ
fcis-15093	73	45	innovation	innovation	NOUN
fcis-15093	73	46	capability	capability	NOUN
fcis-15093	73	47	,	,	PUNCT
fcis-15093	73	48	and	and	CCONJ
fcis-15093	73	49	establish	establish	VERB
fcis-15093	73	50	a	a	DET
fcis-15093	73	51	more	more	ADV
fcis-15093	73	52	flexible	flexible	ADJ
fcis-15093	73	53	and	and	CCONJ
fcis-15093	73	54	efficient	efficient	ADJ
fcis-15093	73	55	funding	funding	NOUN
fcis-15093	73	56	mechanism	mechanism	NOUN
fcis-15093	73	57	for	for	ADP
fcis-15093	73	58	scientific	scientific	ADJ
fcis-15093	73	59	research	research	NOUN
fcis-15093	73	60	projects	project	NOUN
fcis-15093	73	61	,	,	PUNCT
fcis-15093	73	62	so	so	SCONJ
fcis-15093	73	63	as	as	SCONJ
fcis-15093	73	64	to	to	PART
fcis-15093	73	65	attract	attract	VERB
fcis-15093	73	66	more	more	ADJ
fcis-15093	73	67	enterprises	enterprise	NOUN
fcis-15093	73	68	and	and	CCONJ
fcis-15093	73	69	scientific	scientific	ADJ
fcis-15093	73	70	research	research	NOUN
fcis-15093	73	71	institutes	institute	NOUN
fcis-15093	73	72	to	to	PART
fcis-15093	73	73	participate	participate	VERB
fcis-15093	73	74	in	in	ADP
fcis-15093	73	75	r&d	r&d	NOUN
fcis-15093	73	76	in	in	ADP
fcis-15093	73	77	the	the	DET
fcis-15093	73	78	field	field	NOUN
fcis-15093	73	79	of	of	ADP
fcis-15093	73	80	high	high	ADJ
fcis-15093	73	81	technology	technology	NOUN
fcis-15093	73	82	,	,	PUNCT
fcis-15093	73	83	in	in	ADP
fcis-15093	73	84	order	order	NOUN
fcis-15093	73	85	to	to	PART
fcis-15093	73	86	enhance	enhance	VERB
fcis-15093	73	87	the	the	DET
fcis-15093	73	88	r&d	r&d	NOUN
fcis-15093	73	89	output	output	NOUN
fcis-15093	73	90	efficiency	efficiency	NOUN
fcis-15093	73	91	of	of	ADP
fcis-15093	73	92	each	each	DET
fcis-15093	73	93	province	province	NOUN
fcis-15093	73	94	.	.	PUNCT
fcis-15093	74	1	secondly	secondly	ADV
fcis-15093	74	2	,	,	PUNCT
fcis-15093	74	3	provinces	province	NOUN
fcis-15093	74	4	are	be	AUX
fcis-15093	74	5	encouraged	encourage	VERB
fcis-15093	74	6	to	to	PART
fcis-15093	74	7	strengthen	strengthen	VERB
fcis-15093	74	8	cooperation	cooperation	NOUN
fcis-15093	74	9	between	between	ADP
fcis-15093	74	10	industry	industry	NOUN
fcis-15093	74	11	,	,	PUNCT
fcis-15093	74	12	universities	university	NOUN
fcis-15093	74	13	and	and	CCONJ
fcis-15093	74	14	research	research	NOUN
fcis-15093	74	15	institutes	institute	NOUN
fcis-15093	74	16	.	.	PUNCT
fcis-15093	75	1	it	it	PRON
fcis-15093	75	2	promotes	promote	VERB
fcis-15093	75	3	in	in	ADP
fcis-15093	75	4	-	-	PUNCT
fcis-15093	75	5	depth	depth	NOUN
fcis-15093	75	6	cooperation	cooperation	NOUN
fcis-15093	75	7	among	among	ADP
fcis-15093	75	8	enterprises	enterprise	NOUN
fcis-15093	75	9	,	,	PUNCT
fcis-15093	75	10	universities	university	NOUN
fcis-15093	75	11	and	and	CCONJ
fcis-15093	75	12	scientific	scientific	ADJ
fcis-15093	75	13	research	research	NOUN
fcis-15093	75	14	institutions	institution	NOUN
fcis-15093	75	15	,	,	PUNCT
fcis-15093	75	16	forms	form	VERB
fcis-15093	75	17	an	an	DET
fcis-15093	75	18	integrated	integrate	VERB
fcis-15093	75	19	innovation	innovation	NOUN
fcis-15093	75	20	system	system	NOUN
fcis-15093	75	21	of	of	ADP
fcis-15093	75	22	industry	industry	NOUN
fcis-15093	75	23	-	-	PUNCT
fcis-15093	75	24	university	university	NOUN
fcis-15093	75	25	-	-	PUNCT
fcis-15093	75	26	research	research	NOUN
fcis-15093	75	27	,	,	PUNCT
fcis-15093	75	28	29	29	NUM
fcis-15093	75	29	establishes	establish	VERB
fcis-15093	75	30	a	a	DET
fcis-15093	75	31	good	good	ADJ
fcis-15093	75	32	cooperation	cooperation	NOUN
fcis-15093	75	33	mechanism	mechanism	NOUN
fcis-15093	75	34	,	,	PUNCT
fcis-15093	75	35	promotes	promote	VERB
fcis-15093	75	36	the	the	DET
fcis-15093	75	37	flow	flow	NOUN
fcis-15093	75	38	of	of	ADP
fcis-15093	75	39	knowledge	knowledge	NOUN
fcis-15093	75	40	and	and	CCONJ
fcis-15093	75	41	the	the	DET
fcis-15093	75	42	allocation	allocation	NOUN
fcis-15093	75	43	of	of	ADP
fcis-15093	75	44	resources	resource	NOUN
fcis-15093	75	45	,	,	PUNCT
fcis-15093	75	46	improves	improve	VERB
fcis-15093	75	47	the	the	DET
fcis-15093	75	48	efficiency	efficiency	NOUN
fcis-15093	75	49	of	of	ADP
fcis-15093	75	50	the	the	DET
fcis-15093	75	51	r&d	r&d	NOUN
fcis-15093	75	52	process	process	NOUN
fcis-15093	75	53	and	and	CCONJ
fcis-15093	75	54	the	the	DET
fcis-15093	75	55	innovation	innovation	NOUN
fcis-15093	75	56	capacity	capacity	NOUN
fcis-15093	75	57	,	,	PUNCT
fcis-15093	75	58	and	and	CCONJ
fcis-15093	75	59	accelerates	accelerate	VERB
fcis-15093	75	60	the	the	DET
fcis-15093	75	61	research	research	NOUN
fcis-15093	75	62	,	,	PUNCT
fcis-15093	75	63	development	development	NOUN
fcis-15093	75	64	and	and	CCONJ
fcis-15093	75	65	transformation	transformation	NOUN
fcis-15093	75	66	of	of	ADP
fcis-15093	75	67	new	new	ADJ
fcis-15093	75	68	technologies	technology	NOUN
fcis-15093	75	69	and	and	CCONJ
fcis-15093	75	70	new	new	ADJ
fcis-15093	75	71	products	product	NOUN
fcis-15093	75	72	.	.	PUNCT
fcis-15093	76	1	at	at	ADP
fcis-15093	76	2	the	the	DET
fcis-15093	76	3	same	same	ADJ
fcis-15093	76	4	time	time	NOUN
fcis-15093	76	5	,	,	PUNCT
fcis-15093	76	6	the	the	DET
fcis-15093	76	7	cooperation	cooperation	NOUN
fcis-15093	76	8	among	among	ADP
fcis-15093	76	9	industries	industry	NOUN
fcis-15093	76	10	,	,	PUNCT
fcis-15093	76	11	universities	university	NOUN
fcis-15093	76	12	and	and	CCONJ
fcis-15093	76	13	research	research	NOUN
fcis-15093	76	14	institutes	institute	NOUN
fcis-15093	76	15	provides	provide	VERB
fcis-15093	76	16	enterprises	enterprise	NOUN
fcis-15093	76	17	with	with	ADP
fcis-15093	76	18	more	more	ADJ
fcis-15093	76	19	support	support	NOUN
fcis-15093	76	20	for	for	ADP
fcis-15093	76	21	scientific	scientific	ADJ
fcis-15093	76	22	and	and	CCONJ
fcis-15093	76	23	technological	technological	ADJ
fcis-15093	76	24	talents	talent	NOUN
fcis-15093	76	25	,	,	PUNCT
fcis-15093	76	26	improves	improve	VERB
fcis-15093	76	27	the	the	DET
fcis-15093	76	28	overall	overall	ADJ
fcis-15093	76	29	quality	quality	NOUN
fcis-15093	76	30	and	and	CCONJ
fcis-15093	76	31	innovation	innovation	NOUN
fcis-15093	76	32	ability	ability	NOUN
fcis-15093	76	33	of	of	ADP
fcis-15093	76	34	r&d	r&d	NOUN
fcis-15093	76	35	teams	team	NOUN
fcis-15093	76	36	,	,	PUNCT
fcis-15093	76	37	and	and	CCONJ
fcis-15093	76	38	promotes	promote	VERB
fcis-15093	76	39	the	the	DET
fcis-15093	76	40	efficiency	efficiency	NOUN
fcis-15093	76	41	of	of	ADP
fcis-15093	76	42	r&d	r&d	NOUN
fcis-15093	76	43	input	input	NOUN
fcis-15093	76	44	and	and	CCONJ
fcis-15093	76	45	output	output	NOUN
fcis-15093	76	46	in	in	ADP
fcis-15093	76	47	each	each	DET
fcis-15093	76	48	province	province	NOUN
fcis-15093	76	49	.	.	PUNCT
fcis-15093	77	1	finally	finally	ADV
fcis-15093	77	2	,	,	PUNCT
fcis-15093	77	3	strengthening	strengthen	VERB
fcis-15093	77	4	inter	inter	ADJ
fcis-15093	77	5	-	-	ADJ
fcis-15093	77	6	provincial	provincial	ADJ
fcis-15093	77	7	synergy	synergy	NOUN
fcis-15093	77	8	and	and	CCONJ
fcis-15093	77	9	cooperation	cooperation	NOUN
fcis-15093	77	10	is	be	AUX
fcis-15093	77	11	also	also	ADV
fcis-15093	77	12	an	an	DET
fcis-15093	77	13	important	important	ADJ
fcis-15093	77	14	way	way	NOUN
fcis-15093	77	15	to	to	PART
fcis-15093	77	16	improve	improve	VERB
fcis-15093	77	17	the	the	DET
fcis-15093	77	18	efficiency	efficiency	NOUN
fcis-15093	77	19	of	of	ADP
fcis-15093	77	20	r&d	r&d	NOUN
fcis-15093	77	21	inputs	input	NOUN
fcis-15093	77	22	and	and	CCONJ
fcis-15093	77	23	outputs	output	NOUN
fcis-15093	77	24	.	.	PUNCT
fcis-15093	78	1	different	different	ADJ
fcis-15093	78	2	provinces	province	NOUN
fcis-15093	78	3	have	have	VERB
fcis-15093	78	4	unique	unique	ADJ
fcis-15093	78	5	industrial	industrial	ADJ
fcis-15093	78	6	characteristics	characteristic	NOUN
fcis-15093	78	7	and	and	CCONJ
fcis-15093	78	8	resource	resource	NOUN
fcis-15093	78	9	advantages	advantage	NOUN
fcis-15093	78	10	,	,	PUNCT
fcis-15093	78	11	and	and	CCONJ
fcis-15093	78	12	provinces	province	NOUN
fcis-15093	78	13	can	can	AUX
fcis-15093	78	14	work	work	VERB
fcis-15093	78	15	together	together	ADV
fcis-15093	78	16	to	to	PART
fcis-15093	78	17	establish	establish	VERB
fcis-15093	78	18	an	an	DET
fcis-15093	78	19	inter	inter	ADJ
fcis-15093	78	20	-	-	ADJ
fcis-15093	78	21	provincial	provincial	ADJ
fcis-15093	78	22	r&d	r&d	NOUN
fcis-15093	78	23	alliance	alliance	NOUN
fcis-15093	78	24	dedicated	dedicate	VERB
fcis-15093	78	25	to	to	ADP
fcis-15093	78	26	promoting	promote	VERB
fcis-15093	78	27	knowledge	knowledge	NOUN
fcis-15093	78	28	sharing	sharing	NOUN
fcis-15093	78	29	and	and	CCONJ
fcis-15093	78	30	technological	technological	ADJ
fcis-15093	78	31	cooperation	cooperation	NOUN
fcis-15093	78	32	.	.	PUNCT
fcis-15093	79	1	through	through	ADP
fcis-15093	79	2	regular	regular	ADJ
fcis-15093	79	3	seminars	seminar	NOUN
fcis-15093	79	4	,	,	PUNCT
fcis-15093	79	5	workshops	workshop	NOUN
fcis-15093	79	6	and	and	CCONJ
fcis-15093	79	7	training	training	NOUN
fcis-15093	79	8	courses	course	NOUN
fcis-15093	79	9	,	,	PUNCT
fcis-15093	79	10	r&d	r&d	NOUN
fcis-15093	79	11	personnel	personnel	NOUN
fcis-15093	79	12	from	from	ADP
fcis-15093	79	13	different	different	ADJ
fcis-15093	79	14	provinces	province	NOUN
fcis-15093	79	15	will	will	AUX
fcis-15093	79	16	be	be	AUX
fcis-15093	79	17	provided	provide	VERB
fcis-15093	79	18	with	with	ADP
fcis-15093	79	19	opportunities	opportunity	NOUN
fcis-15093	79	20	to	to	PART
fcis-15093	79	21	communicate	communicate	VERB
fcis-15093	79	22	and	and	CCONJ
fcis-15093	79	23	cooperate	cooperate	VERB
fcis-15093	79	24	,	,	PUNCT
fcis-15093	79	25	and	and	CCONJ
fcis-15093	79	26	to	to	PART
fcis-15093	79	27	collaborate	collaborate	VERB
fcis-15093	79	28	in	in	ADP
fcis-15093	79	29	sharing	share	VERB
fcis-15093	79	30	experiences	experience	NOUN
fcis-15093	79	31	and	and	CCONJ
fcis-15093	79	32	resources	resource	NOUN
fcis-15093	79	33	.	.	PUNCT
fcis-15093	80	1	at	at	ADP
fcis-15093	80	2	the	the	DET
fcis-15093	80	3	same	same	ADJ
fcis-15093	80	4	time	time	NOUN
fcis-15093	80	5	,	,	PUNCT
fcis-15093	80	6	special	special	ADJ
fcis-15093	80	7	funds	fund	NOUN
fcis-15093	80	8	should	should	AUX
fcis-15093	80	9	be	be	AUX
fcis-15093	80	10	set	set	VERB
fcis-15093	80	11	up	up	ADP
fcis-15093	80	12	to	to	PART
fcis-15093	80	13	finance	finance	VERB
fcis-15093	80	14	collaborative	collaborative	ADJ
fcis-15093	80	15	r&d	r&d	NOUN
fcis-15093	80	16	projects	project	NOUN
fcis-15093	80	17	,	,	PUNCT
fcis-15093	80	18	provide	provide	VERB
fcis-15093	80	19	r&d	r&d	NOUN
fcis-15093	80	20	equipment	equipment	NOUN
fcis-15093	80	21	and	and	CCONJ
fcis-15093	80	22	technical	technical	ADJ
fcis-15093	80	23	support	support	NOUN
fcis-15093	80	24	,	,	PUNCT
fcis-15093	80	25	and	and	CCONJ
fcis-15093	80	26	offer	offer	VERB
fcis-15093	80	27	incentives	incentive	NOUN
fcis-15093	80	28	to	to	ADP
fcis-15093	80	29	high	high	ADJ
fcis-15093	80	30	-	-	PUNCT
fcis-15093	80	31	level	level	NOUN
fcis-15093	80	32	r&d	r&d	NOUN
fcis-15093	80	33	personnel	personnel	NOUN
fcis-15093	80	34	to	to	PART
fcis-15093	80	35	encourage	encourage	VERB
fcis-15093	80	36	the	the	DET
fcis-15093	80	37	sharing	sharing	NOUN
fcis-15093	80	38	of	of	ADP
fcis-15093	80	39	resources	resource	NOUN
fcis-15093	80	40	and	and	CCONJ
fcis-15093	80	41	experience	experience	NOUN
fcis-15093	80	42	among	among	ADP
fcis-15093	80	43	provinces	province	NOUN
fcis-15093	80	44	,	,	PUNCT
fcis-15093	80	45	thereby	thereby	ADV
fcis-15093	80	46	accelerating	accelerate	VERB
fcis-15093	80	47	the	the	DET
fcis-15093	80	48	iteration	iteration	NOUN
fcis-15093	80	49	and	and	CCONJ
fcis-15093	80	50	transformation	transformation	NOUN
fcis-15093	80	51	of	of	ADP
fcis-15093	80	52	technological	technological	ADJ
fcis-15093	80	53	innovations	innovation	NOUN
fcis-15093	80	54	and	and	CCONJ
fcis-15093	80	55	improving	improve	VERB
fcis-15093	80	56	the	the	DET
fcis-15093	80	57	efficiency	efficiency	NOUN
fcis-15093	80	58	of	of	ADP
fcis-15093	80	59	r&d	r&d	NOUN
fcis-15093	80	60	inputs	input	NOUN
fcis-15093	80	61	and	and	CCONJ
fcis-15093	80	62	outputs	output	NOUN
fcis-15093	80	63	across	across	ADP
fcis-15093	80	64	the	the	DET
fcis-15093	80	65	country	country	NOUN
fcis-15093	80	66	.	.	PUNCT
fcis-15093	81	1	references	reference	NOUN
fcis-15093	81	2	[	[	X
fcis-15093	81	3	1	1	NUM
fcis-15093	81	4	]	]	PUNCT
fcis-15093	81	5	xi	xi	ADP
fcis-15093	81	6	jinping	jinpe	VERB
fcis-15093	81	7	.	.	PUNCT
fcis-15093	82	1	holding	hold	VERB
fcis-15093	82	2	high	high	ADV
fcis-15093	82	3	the	the	DET
fcis-15093	82	4	great	great	ADJ
fcis-15093	82	5	banner	banner	NOUN
fcis-15093	82	6	of	of	ADP
fcis-15093	82	7	socialism	socialism	NOUN
fcis-15093	82	8	with	with	ADP
fcis-15093	82	9	chinese	chinese	ADJ
fcis-15093	82	10	characteristics	characteristic	NOUN
fcis-15093	82	11	and	and	CCONJ
fcis-15093	82	12	striving	strive	VERB
fcis-15093	82	13	in	in	ADP
fcis-15093	82	14	unity	unity	NOUN
fcis-15093	82	15	for	for	ADP
fcis-15093	82	16	the	the	DET
fcis-15093	82	17	comprehensive	comprehensive	ADJ
fcis-15093	82	18	construction	construction	NOUN
fcis-15093	82	19	of	of	ADP
fcis-15093	82	20	a	a	DET
fcis-15093	82	21	modernized	modernized	ADJ
fcis-15093	82	22	socialist	socialist	ADJ
fcis-15093	82	23	country	country	NOUN
fcis-15093	82	24	-	-	PUNCT
fcis-15093	82	25	report	report	NOUN
fcis-15093	82	26	at	at	ADP
fcis-15093	82	27	the	the	DET
fcis-15093	82	28	twentieth	twentieth	ADJ
fcis-15093	82	29	national	national	PROPN
fcis-15093	82	30	congress	congress	PROPN
fcis-15093	82	31	of	of	ADP
fcis-15093	82	32	the	the	DET
fcis-15093	82	33	communist	communist	PROPN
fcis-15093	82	34	party	party	PROPN
fcis-15093	82	35	of	of	ADP
fcis-15093	82	36	china	china	PROPN
fcis-15093	83	1	[	[	X
fcis-15093	83	2	m	m	X
fcis-15093	83	3	]	]	X
fcis-15093	83	4	.	.	PUNCT
fcis-15093	84	1	beijing	beijing	PROPN
fcis-15093	84	2	:	:	PUNCT
fcis-15093	84	3	people	people	NOUN
fcis-15093	84	4	's	's	PART
fcis-15093	84	5	publishing	publishing	PROPN
fcis-15093	84	6	house	house	NOUN
fcis-15093	84	7	,	,	PUNCT
fcis-15093	84	8	2022:30	2022:30	NUM
fcis-15093	84	9	.	.	PUNCT
fcis-15093	85	1	[	[	X
fcis-15093	85	2	2	2	NUM
fcis-15093	85	3	]	]	PUNCT
fcis-15093	85	4	yu	yu	PROPN
fcis-15093	85	5	chengxue	chengxue	NOUN
fcis-15093	85	6	.	.	PUNCT
fcis-15093	86	1	evaluation	evaluation	NOUN
fcis-15093	86	2	and	and	CCONJ
fcis-15093	86	3	empirical	empirical	ADJ
fcis-15093	86	4	evidence	evidence	NOUN
fcis-15093	86	5	of	of	ADP
fcis-15093	86	6	science	science	NOUN
fcis-15093	86	7	and	and	CCONJ
fcis-15093	86	8	technology	technology	NOUN
fcis-15093	86	9	innovation	innovation	NOUN
fcis-15093	86	10	efficiency	efficiency	NOUN
fcis-15093	86	11	in	in	ADP
fcis-15093	86	12	chinese	chinese	ADJ
fcis-15093	86	13	subprovincial	subprovincial	ADJ
fcis-15093	86	14	cities	city	NOUN
fcis-15093	87	1	[	[	X
fcis-15093	87	2	j	j	X
fcis-15093	87	3	]	]	X
fcis-15093	87	4	.	.	PUNCT
fcis-15093	88	1	research	research	NOUN
fcis-15093	88	2	on	on	ADP
fcis-15093	88	3	science	science	NOUN
fcis-15093	88	4	and	and	CCONJ
fcis-15093	88	5	technology	technology	NOUN
fcis-15093	88	6	management	management	NOUN
fcis-15093	88	7	,	,	PUNCT
fcis-15093	88	8	2010	2010	NUM
fcis-15093	88	9	,	,	PUNCT
fcis-15093	88	10	30(1):61	30(1):61	NUM
fcis-15093	88	11	-	-	SYM
fcis-15093	88	12	63	63	NUM
fcis-15093	88	13	.	.	PUNCT
fcis-15093	89	1	[	[	X
fcis-15093	89	2	3	3	NUM
fcis-15093	89	3	]	]	X
fcis-15093	89	4	charnes	charne	NOUN
fcis-15093	89	5	a	a	PROPN
fcis-15093	89	6	,	,	PUNCT
fcis-15093	89	7	cooper	cooper	PROPN
fcis-15093	89	8	ww	ww	PROPN
fcis-15093	89	9	,	,	PUNCT
fcis-15093	89	10	rhodes	rhodes	PROPN
fcis-15093	89	11	e.	e.	PROPN
fcis-15093	89	12	measuring	measure	VERB
fcis-15093	89	13	the	the	DET
fcis-15093	89	14	efficiency	efficiency	NOUN
fcis-15093	89	15	of	of	ADP
fcis-15093	89	16	decision	decision	NOUN
fcis-15093	89	17	making	make	VERB
fcis-15093	89	18	units	unit	NOUN
fcis-15093	89	19	[	[	X
fcis-15093	89	20	j	j	X
fcis-15093	89	21	]	]	X
fcis-15093	89	22	.	.	PUNCT
fcis-15093	90	1	european	european	PROPN
fcis-15093	90	2	journal	journal	PROPN
fcis-15093	90	3	of	of	ADP
fcis-15093	90	4	operational	operational	ADJ
fcis-15093	90	5	research	research	NOUN
fcis-15093	90	6	,	,	PUNCT
fcis-15093	90	7	1978	1978	NUM
fcis-15093	90	8	,	,	PUNCT
fcis-15093	90	9	2(6	2(6	NUM
fcis-15093	90	10	):	):	PUNCT
fcis-15093	90	11	429	429	NUM
fcis-15093	90	12	-	-	SYM
fcis-15093	90	13	444	444	NUM
fcis-15093	90	14	.	.	PUNCT
fcis-15093	91	1	[	[	X
fcis-15093	91	2	4	4	NUM
fcis-15093	91	3	]	]	X
fcis-15093	91	4	banker	banker	PROPN
fcis-15093	91	5	rd	rd	PROPN
fcis-15093	91	6	,	,	PUNCT
fcis-15093	91	7	charnes	charne	VERB
fcis-15093	91	8	a	a	PRON
fcis-15093	91	9	,	,	PUNCT
fcis-15093	91	10	cooper	cooper	NOUN
fcis-15093	91	11	ww	ww	PROPN
fcis-15093	91	12	.	.	PUNCT
fcis-15093	92	1	some	some	DET
fcis-15093	92	2	models	model	NOUN
fcis-15093	92	3	for	for	ADP
fcis-15093	92	4	estimating	estimate	VERB
fcis-15093	92	5	technical	technical	ADJ
fcis-15093	92	6	and	and	CCONJ
fcis-15093	92	7	scale	scale	NOUN
fcis-15093	92	8	inefficiencies	inefficiency	NOUN
fcis-15093	92	9	in	in	ADP
fcis-15093	92	10	data	datum	NOUN
fcis-15093	92	11	envelopment	envelopment	ADJ
fcis-15093	92	12	analysis	analysis	NOUN
fcis-15093	92	13	[	[	X
fcis-15093	92	14	j	j	X
fcis-15093	92	15	]	]	X
fcis-15093	92	16	.	.	PUNCT
fcis-15093	93	1	management	management	NOUN
fcis-15093	93	2	science	science	NOUN
fcis-15093	93	3	,	,	PUNCT
fcis-15093	93	4	1984	1984	NUM
fcis-15093	93	5	,	,	PUNCT
fcis-15093	93	6	30(9	30(9	NUM
fcis-15093	93	7	)	)	PUNCT
fcis-15093	93	8	:	:	PUNCT
fcis-15093	93	9	1078	1078	NUM
fcis-15093	93	10	1092	1092	NUM
fcis-15093	93	11	.	.	PUNCT
fcis-15093	94	1	[	[	X
fcis-15093	94	2	5	5	X
fcis-15093	94	3	]	]	PUNCT
fcis-15093	94	4	rodder	rodder	PROPN
fcis-15093	94	5	w	w	PROPN
fcis-15093	94	6	,	,	PUNCT
fcis-15093	94	7	reucher	reucher	PROPN
fcis-15093	94	8	e.	e.	PROPN
fcis-15093	94	9	a	a	DET
fcis-15093	94	10	consensual	consensual	ADJ
fcis-15093	94	11	peer	peer	NOUN
fcis-15093	94	12	based	base	VERB
fcis-15093	94	13	dea	dea	PROPN
fcis-15093	94	14	model	model	NOUN
fcis-15093	94	15	with	with	ADP
fcis-15093	94	16	optimized	optimize	VERB
fcis-15093	94	17	cross	cross	NOUN
fcis-15093	94	18	efficiencies	efficiency	NOUN
fcis-15093	94	19	.	.	PUNCT
fcis-15093	95	1	input	input	NOUN
fcis-15093	95	2	allocation	allocation	NOUN
fcis-15093	95	3	instead	instead	ADV
fcis-15093	95	4	of	of	ADP
fcis-15093	95	5	radical	radical	ADJ
fcis-15093	95	6	reduction	reduction	NOUN
fcis-15093	96	1	[	[	X
fcis-15093	96	2	j	j	X
fcis-15093	96	3	]	]	X
fcis-15093	96	4	.	.	PUNCT
fcis-15093	97	1	european	european	PROPN
fcis-15093	97	2	journal	journal	PROPN
fcis-15093	97	3	of	of	ADP
fcis-15093	97	4	operational	operational	ADJ
fcis-15093	97	5	research	research	NOUN
fcis-15093	97	6	,	,	PUNCT
fcis-15093	97	7	2011	2011	NUM
fcis-15093	97	8	,	,	PUNCT
fcis-15093	97	9	212(1	212(1	NUM
fcis-15093	97	10	)	)	PUNCT
fcis-15093	97	11	:	:	PUNCT
fcis-15093	97	12	148	148	NUM
fcis-15093	97	13	-	-	SYM
fcis-15093	97	14	154	154	NUM
fcis-15093	97	15	.	.	PUNCT
fcis-15093	98	1	[	[	X
fcis-15093	98	2	6	6	NUM
fcis-15093	98	3	]	]	PUNCT
fcis-15093	98	4	chun	chun	PROPN
fcis-15093	98	5	d	d	PROPN
fcis-15093	98	6	,	,	PUNCT
fcis-15093	98	7	chung	chung	PROPN
fcis-15093	98	8	y	y	PROPN
fcis-15093	98	9	,	,	PUNCT
fcis-15093	98	10	bang	bang	PROPN
fcis-15093	98	11	s.	s.	PROPN
fcis-15093	98	12	impact	impact	PROPN
fcis-15093	98	13	of	of	ADP
fcis-15093	98	14	firm	firm	ADJ
fcis-15093	98	15	size	size	NOUN
fcis-15093	98	16	and	and	CCONJ
fcis-15093	98	17	industry	industry	NOUN
fcis-15093	98	18	type	type	NOUN
fcis-15093	98	19	on	on	ADP
fcis-15093	98	20	r&d	r&d	NOUN
fcis-15093	98	21	efficiency	efficiency	NOUN
fcis-15093	98	22	throughout	throughout	ADP
fcis-15093	98	23	innovation	innovation	NOUN
fcis-15093	98	24	and	and	CCONJ
fcis-15093	98	25	commercialization	commercialization	NOUN
fcis-15093	98	26	stages	stage	NOUN
fcis-15093	98	27	:	:	PUNCT
fcis-15093	98	28	evidence	evidence	NOUN
fcis-15093	98	29	from	from	ADP
fcis-15093	98	30	korean	korean	ADJ
fcis-15093	98	31	manufacturing	manufacturing	NOUN
fcis-15093	98	32	firms	firm	NOUN
fcis-15093	99	1	[	[	X
fcis-15093	99	2	j	j	X
fcis-15093	99	3	]	]	X
fcis-15093	99	4	.	.	PUNCT
fcis-15093	100	1	technology	technology	NOUN
fcis-15093	100	2	analysis	analysis	NOUN
fcis-15093	100	3	&	&	CCONJ
fcis-15093	100	4	strategic	strategic	ADJ
fcis-15093	100	5	management	management	NOUN
fcis-15093	100	6	,	,	PUNCT
fcis-15093	100	7	2015	2015	NUM
fcis-15093	100	8	,	,	PUNCT
fcis-15093	100	9	27	27	NUM
fcis-15093	100	10	(	(	PUNCT
fcis-15093	100	11	8)	8)	NUM
fcis-15093	100	12	:	:	SYM
fcis-15093	100	13	895	895	NUM
fcis-15093	100	14	-	-	SYM
fcis-15093	100	15	909	909	NUM
fcis-15093	100	16	.	.	PUNCT
fcis-15093	101	1	[	[	X
fcis-15093	101	2	7	7	X
fcis-15093	101	3	]	]	X
fcis-15093	101	4	guan	guan	PROPN
fcis-15093	101	5	c	c	PROPN
fcis-15093	101	6	,	,	PUNCT
fcis-15093	101	7	chen	chen	PROPN
fcis-15093	101	8	k.	k.	PROPN
fcis-15093	101	9	measuring	measure	VERB
fcis-15093	101	10	the	the	DET
fcis-15093	101	11	innovation	innovation	NOUN
fcis-15093	101	12	production	production	NOUN
fcis-15093	101	13	process	process	NOUN
fcis-15093	101	14	:	:	PUNCT
fcis-15093	101	15	a	a	DET
fcis-15093	101	16	cross	cross	NOUN
fcis-15093	101	17	region	region	NOUN
fcis-15093	101	18	empirical	empirical	ADJ
fcis-15093	101	19	study	study	NOUN
fcis-15093	101	20	of	of	ADP
fcis-15093	101	21	china	china	PROPN
fcis-15093	101	22	's	's	PART
fcis-15093	101	23	high	high	ADJ
fcis-15093	101	24	technology	technology	NOUN
fcis-15093	101	25	innovations[j	innovations[j	NOUN
fcis-15093	101	26	]	]	PUNCT
fcis-15093	101	27	.	.	PUNCT
fcis-15093	102	1	technovation	technovation	NOUN
fcis-15093	102	2	,	,	PUNCT
fcis-15093	102	3	2010	2010	NUM
fcis-15093	102	4	,	,	PUNCT
fcis-15093	102	5	16(3	16(3	NUM
fcis-15093	102	6	):	):	PUNCT
fcis-15093	102	7	348358	348358	NUM
fcis-15093	102	8	.	.	PUNCT
fcis-15093	103	1	[	[	X
fcis-15093	103	2	8	8	NUM
fcis-15093	103	3	]	]	X
fcis-15093	103	4	kasem	kasem	PROPN
fcis-15093	103	5	s	s	PROPN
fcis-15093	103	6	,	,	PUNCT
fcis-15093	103	7	thapa	thapa	PROPN
fcis-15093	103	8	gb	gb	PRON
fcis-15093	103	9	.	.	PUNCT
fcis-15093	104	1	sustainable	sustainable	ADJ
fcis-15093	104	2	development	development	NOUN
fcis-15093	104	3	policies	policy	NOUN
fcis-15093	104	4	and	and	CCONJ
fcis-15093	104	5	achievements	achievement	NOUN
fcis-15093	104	6	in	in	ADP
fcis-15093	104	7	the	the	DET
fcis-15093	104	8	context	context	NOUN
fcis-15093	104	9	of	of	ADP
fcis-15093	104	10	the	the	DET
fcis-15093	104	11	agriculture	agriculture	NOUN
fcis-15093	104	12	sector	sector	NOUN
fcis-15093	104	13	in	in	ADP
fcis-15093	104	14	thailand	thailand	PROPN
fcis-15093	105	1	[	[	X
fcis-15093	105	2	j	j	X
fcis-15093	105	3	]	]	X
fcis-15093	105	4	.	.	PUNCT
fcis-15093	106	1	sustainable	sustainable	ADJ
fcis-15093	106	2	development	development	NOUN
fcis-15093	106	3	,	,	PUNCT
fcis-15093	106	4	2012	2012	NUM
fcis-15093	106	5	,	,	PUNCT
fcis-15093	106	6	22(12	22(12	NUM
fcis-15093	106	7	)	)	PUNCT
fcis-15093	106	8	:	:	PUNCT
fcis-15093	106	9	98	98	NUM
fcis-15093	106	10	-	-	SYM
fcis-15093	106	11	114	114	NUM
fcis-15093	106	12	.	.	PUNCT
fcis-15093	107	1	[	[	X
fcis-15093	107	2	9	9	NUM
fcis-15093	107	3	]	]	X
fcis-15093	107	4	lafarga	lafarga	PROPN
fcis-15093	107	5	cv	cv	PROPN
fcis-15093	107	6	,	,	PUNCT
fcis-15093	107	7	balderrama	balderrama	PROPN
fcis-15093	107	8	jil	jil	PROPN
fcis-15093	107	9	.	.	PROPN
fcis-15093	107	10	efficiency	efficiency	NOUN
fcis-15093	107	11	of	of	ADP
fcis-15093	107	12	mexico	mexico	PROPN
fcis-15093	107	13	's	's	PART
fcis-15093	107	14	regional	regional	ADJ
fcis-15093	107	15	innovation	innovation	NOUN
fcis-15093	107	16	systems	system	NOUN
fcis-15093	107	17	:	:	PUNCT
fcis-15093	107	18	an	an	DET
fcis-15093	107	19	evaluation	evaluation	NOUN
fcis-15093	107	20	applying	apply	VERB
fcis-15093	107	21	data	datum	NOUN
fcis-15093	107	22	envelopment	envelopment	ADJ
fcis-15093	107	23	analysis	analysis	NOUN
fcis-15093	107	24	(	(	PUNCT
fcis-15093	107	25	dea	dea	NOUN
fcis-15093	107	26	)	)	PUNCT
fcis-15093	108	1	[	[	X
fcis-15093	108	2	j	j	X
fcis-15093	108	3	]	]	X
fcis-15093	108	4	.	.	PUNCT
fcis-15093	108	5	african	african	ADJ
fcis-15093	108	6	journal	journal	PROPN
fcis-15093	108	7	of	of	ADP
fcis-15093	108	8	science	science	NOUN
fcis-15093	108	9	,	,	PUNCT
fcis-15093	108	10	technology	technology	NOUN
fcis-15093	108	11	,	,	PUNCT
fcis-15093	108	12	innovation	innovation	NOUN
fcis-15093	108	13	and	and	CCONJ
fcis-15093	108	14	development	development	NOUN
fcis-15093	108	15	,	,	PUNCT
fcis-15093	108	16	2015	2015	NUM
fcis-15093	108	17	,	,	PUNCT
fcis-15093	108	18	7(1	7(1	NUM
fcis-15093	108	19	):	):	PUNCT
fcis-15093	108	20	36	36	NUM
fcis-15093	108	21	-	-	SYM
fcis-15093	108	22	44	44	NUM
fcis-15093	108	23	.	.	PUNCT
fcis-15093	109	1	[	[	X
fcis-15093	109	2	10	10	NUM
fcis-15093	109	3	]	]	X
fcis-15093	109	4	yan	yan	PROPN
fcis-15093	109	5	li	li	PROPN
fcis-15093	109	6	.	.	PROPN
fcis-15093	110	1	empirical	empirical	ADJ
fcis-15093	110	2	research	research	NOUN
fcis-15093	110	3	on	on	ADP
fcis-15093	110	4	evaluation	evaluation	NOUN
fcis-15093	110	5	index	index	NOUN
fcis-15093	110	6	system	system	NOUN
fcis-15093	110	7	of	of	ADP
fcis-15093	110	8	regional	regional	ADJ
fcis-15093	110	9	innovation	innovation	NOUN
fcis-15093	110	10	efficiency	efficiency	NOUN
fcis-15093	110	11	in	in	ADP
fcis-15093	110	12	china	china	PROPN
fcis-15093	111	1	[	[	X
fcis-15093	111	2	j	j	X
fcis-15093	111	3	]	]	X
fcis-15093	111	4	.	.	PUNCT
fcis-15093	112	1	management	management	NOUN
fcis-15093	112	2	world	world	NOUN
fcis-15093	112	3	,	,	PUNCT
fcis-15093	112	4	2012	2012	NUM
fcis-15093	112	5	,	,	PUNCT
fcis-15093	112	6	28(5	28(5	NUM
fcis-15093	112	7	)	)	PUNCT
fcis-15093	112	8	:	:	PUNCT
fcis-15093	112	9	174	174	NUM
fcis-15093	112	10	-	-	SYM
fcis-15093	112	11	175	175	NUM
fcis-15093	112	12	.	.	PUNCT
fcis-15093	113	1	[	[	X
fcis-15093	113	2	11	11	NUM
fcis-15093	113	3	]	]	PUNCT
fcis-15093	113	4	rick	rick	PROPN
fcis-15093	113	5	wang	wang	PROPN
fcis-15093	113	6	.	.	PUNCT
fcis-15093	114	1	construction	construction	NOUN
fcis-15093	114	2	of	of	ADP
fcis-15093	114	3	regional	regional	ADJ
fcis-15093	114	4	science	science	NOUN
fcis-15093	114	5	and	and	CCONJ
fcis-15093	114	6	technology	technology	NOUN
fcis-15093	114	7	innovation	innovation	NOUN
fcis-15093	114	8	capacity	capacity	NOUN
fcis-15093	114	9	evaluation	evaluation	NOUN
fcis-15093	114	10	index	index	NOUN
fcis-15093	114	11	system	system	NOUN
fcis-15093	114	12	based	base	VERB
fcis-15093	114	13	on	on	ADP
fcis-15093	114	14	correlation	correlation	NOUN
fcis-15093	114	15	-	-	PUNCT
fcis-15093	114	16	discrimination	discrimination	NOUN
fcis-15093	114	17	analysis	analysis	NOUN
fcis-15093	114	18	[	[	X
fcis-15093	114	19	j	j	X
fcis-15093	114	20	]	]	X
fcis-15093	114	21	.	.	PUNCT
fcis-15093	115	1	productivity	productivity	NOUN
fcis-15093	115	2	research	research	PROPN
fcis-15093	115	3	,	,	PUNCT
fcis-15093	115	4	2013	2013	NUM
fcis-15093	115	5	,	,	PUNCT
fcis-15093	115	6	28(1	28(1	NOUN
fcis-15093	115	7	):	):	PUNCT
fcis-15093	115	8	65	65	NUM
fcis-15093	115	9	-	-	SYM
fcis-15093	115	10	68	68	NUM
fcis-15093	115	11	.	.	PUNCT
fcis-15093	116	1	[	[	X
fcis-15093	116	2	12	12	NUM
fcis-15093	116	3	]	]	X
fcis-15093	116	4	wang	wang	PROPN
fcis-15093	116	5	ruiqi	ruiqi	PROPN
fcis-15093	116	6	,	,	PUNCT
fcis-15093	116	7	peng	peng	PROPN
fcis-15093	116	8	liangtao	liangtao	PROPN
fcis-15093	116	9	,	,	PUNCT
fcis-15093	116	10	jiang	jiang	PROPN
fcis-15093	116	11	ning	ning	PROPN
fcis-15093	116	12	.	.	PUNCT
fcis-15093	117	1	measurement	measurement	NOUN
fcis-15093	117	2	of	of	ADP
fcis-15093	117	3	regional	regional	ADJ
fcis-15093	117	4	technological	technological	ADJ
fcis-15093	117	5	innovation	innovation	NOUN
fcis-15093	117	6	efficiency	efficiency	NOUN
fcis-15093	117	7	and	and	CCONJ
fcis-15093	117	8	analysis	analysis	NOUN
fcis-15093	117	9	of	of	ADP
fcis-15093	117	10	influencing	influence	VERB
fcis-15093	117	11	factors	factor	NOUN
fcis-15093	117	12	based	base	VERB
fcis-15093	117	13	on	on	ADP
fcis-15093	117	14	sfa	sfa	PROPN
fcis-15093	117	15	and	and	CCONJ
fcis-15093	117	16	malmquist	malmquist	PROPN
fcis-15093	117	17	methods[j	methods[j	PROPN
fcis-15093	117	18	]	]	PUNCT
fcis-15093	117	19	.	.	PUNCT
fcis-15093	118	1	science	science	NOUN
fcis-15093	118	2	and	and	CCONJ
fcis-15093	118	3	science	science	NOUN
fcis-15093	118	4	and	and	CCONJ
fcis-15093	118	5	technology	technology	NOUN
fcis-15093	118	6	management	management	NOUN
fcis-15093	118	7	,	,	PUNCT
fcis-15093	118	8	2010	2010	NUM
fcis-15093	118	9	,	,	PUNCT
fcis-15093	118	10	31(9	31(9	NUM
fcis-15093	118	11	):	):	PUNCT
fcis-15093	118	12	121	121	NUM
fcis-15093	118	13	-	-	SYM
fcis-15093	118	14	128	128	NUM
fcis-15093	118	15	.	.	PUNCT
fcis-15093	119	1	[	[	X
fcis-15093	119	2	13	13	NUM
fcis-15093	119	3	]	]	X
fcis-15093	119	4	gao	gao	PROPN
fcis-15093	119	5	xia	xia	PROPN
fcis-15093	119	6	,	,	PUNCT
fcis-15093	119	7	chen	chen	PROPN
fcis-15093	119	8	kaihua	kaihua	PROPN
fcis-15093	119	9	,	,	PUNCT
fcis-15093	119	10	guan	guan	PROPN
fcis-15093	119	11	jiancheng	jiancheng	PROPN
fcis-15093	119	12	.	.	PUNCT
fcis-15093	120	1	research	research	NOUN
fcis-15093	120	2	on	on	ADP
fcis-15093	120	3	the	the	DET
fcis-15093	120	4	evaluation	evaluation	NOUN
fcis-15093	120	5	of	of	ADP
fcis-15093	120	6	china	china	PROPN
fcis-15093	120	7	's	's	PART
fcis-15093	120	8	regional	regional	ADJ
fcis-15093	120	9	scientific	scientific	ADJ
fcis-15093	120	10	and	and	CCONJ
fcis-15093	120	11	technological	technological	ADJ
fcis-15093	120	12	innovation	innovation	NOUN
fcis-15093	120	13	performance	performance	NOUN
fcis-15093	120	14	under	under	ADP
fcis-15093	120	15	the	the	DET
fcis-15093	120	16	perspective	perspective	NOUN
fcis-15093	120	17	of	of	ADP
fcis-15093	120	18	scale	scale	NOUN
fcis-15093	120	19	irrelevance[j	irrelevance[j	PROPN
fcis-15093	120	20	]	]	PUNCT
fcis-15093	120	21	.	.	PUNCT
fcis-15093	121	1	china	china	PROPN
fcis-15093	121	2	soft	soft	ADJ
fcis-15093	121	3	science	science	NOUN
fcis-15093	121	4	,	,	PUNCT
fcis-15093	121	5	2012	2012	NUM
fcis-15093	121	6	,	,	PUNCT
fcis-15093	121	7	27(8	27(8	NUM
fcis-15093	121	8	)	)	PUNCT
fcis-15093	121	9	:	:	PUNCT
fcis-15093	121	10	65	65	NUM
fcis-15093	121	11	-	-	SYM
fcis-15093	121	12	74	74	NUM
fcis-15093	121	13	.	.	PUNCT
fcis-15093	122	1	[	[	X
fcis-15093	122	2	14	14	NUM
fcis-15093	122	3	]	]	X
fcis-15093	122	4	jiang	jiang	PROPN
fcis-15093	122	5	xinghua	xinghua	PROPN
fcis-15093	122	6	.	.	PUNCT
fcis-15093	123	1	empirical	empirical	ADJ
fcis-15093	123	2	research	research	NOUN
fcis-15093	123	3	on	on	ADP
fcis-15093	123	4	the	the	DET
fcis-15093	123	5	construction	construction	NOUN
fcis-15093	123	6	of	of	ADP
fcis-15093	123	7	regional	regional	ADJ
fcis-15093	123	8	science	science	NOUN
fcis-15093	123	9	and	and	CCONJ
fcis-15093	123	10	technology	technology	NOUN
fcis-15093	123	11	innovation	innovation	NOUN
fcis-15093	123	12	capacity	capacity	NOUN
fcis-15093	123	13	evaluation	evaluation	NOUN
fcis-15093	123	14	system	system	NOUN
fcis-15093	123	15	and	and	CCONJ
fcis-15093	123	16	comprehensive	comprehensive	ADJ
fcis-15093	123	17	evaluation	evaluation	NOUN
fcis-15093	123	18	[	[	X
fcis-15093	123	19	j	j	X
fcis-15093	123	20	]	]	X
fcis-15093	123	21	.	.	PUNCT
fcis-15093	124	1	research	research	NOUN
fcis-15093	124	2	on	on	ADP
fcis-15093	124	3	science	science	NOUN
fcis-15093	124	4	and	and	CCONJ
fcis-15093	124	5	technology	technology	NOUN
fcis-15093	124	6	management	management	NOUN
fcis-15093	124	7	,	,	PUNCT
fcis-15093	124	8	2012	2012	NUM
fcis-15093	124	9	,	,	PUNCT
fcis-15093	124	10	32(14	32(14	NUM
fcis-15093	124	11	)	)	PUNCT
fcis-15093	124	12	:	:	PUNCT
fcis-15093	124	13	64	64	NUM
fcis-15093	124	14	-	-	SYM
fcis-15093	124	15	68	68	NUM
fcis-15093	124	16	.	.	PUNCT
fcis-15093	125	1	[	[	X
fcis-15093	125	2	15	15	NUM
fcis-15093	125	3	]	]	X
fcis-15093	125	4	tong	tong	PROPN
fcis-15093	125	5	jixin	jixin	PROPN
fcis-15093	125	6	,	,	PUNCT
fcis-15093	125	7	chen	chen	PROPN
fcis-15093	125	8	jixing	jixing	PROPN
fcis-15093	125	9	,	,	PUNCT
fcis-15093	125	10	cai	cai	PROPN
fcis-15093	125	11	yuancheng	yuancheng	X
fcis-15093	125	12	.	.	PUNCT
fcis-15093	126	1	evaluation	evaluation	NOUN
fcis-15093	126	2	of	of	ADP
fcis-15093	126	3	regional	regional	ADJ
fcis-15093	126	4	science	science	NOUN
fcis-15093	126	5	and	and	CCONJ
fcis-15093	126	6	technology	technology	NOUN
fcis-15093	126	7	innovation	innovation	NOUN
fcis-15093	126	8	efficiency	efficiency	NOUN
fcis-15093	126	9	based	base	VERB
fcis-15093	126	10	on	on	ADP
fcis-15093	126	11	gray	gray	ADJ
fcis-15093	126	12	correlation	correlation	NOUN
fcis-15093	126	13	analysis	analysis	NOUN
fcis-15093	126	14	---	---	PUNCT
fcis-15093	126	15	taking	take	VERB
fcis-15093	126	16	jiangsu	jiangsu	NOUN
fcis-15093	126	17	as	as	ADP
fcis-15093	126	18	an	an	DET
fcis-15093	126	19	example	example	NOUN
fcis-15093	127	1	[	[	X
fcis-15093	127	2	j	j	X
fcis-15093	127	3	]	]	X
fcis-15093	127	4	.	.	PUNCT
fcis-15093	128	1	science	science	NOUN
fcis-15093	128	2	and	and	CCONJ
fcis-15093	128	3	technology	technology	NOUN
fcis-15093	128	4	progress	progress	NOUN
fcis-15093	128	5	and	and	CCONJ
fcis-15093	128	6	countermeasures	countermeasure	NOUN
fcis-15093	128	7	,	,	PUNCT
fcis-15093	128	8	2011	2011	NUM
fcis-15093	128	9	,	,	PUNCT
fcis-15093	128	10	28(10	28(10	NUM
fcis-15093	128	11	):	):	PUNCT
fcis-15093	128	12	108	108	NUM
fcis-15093	128	13	110	110	NUM
fcis-15093	128	14	.	.	PUNCT