id	sid	tid	token	lemma	pos
fbem-23689	1	1	frontiers	frontier	NOUN
fbem-23689	1	2	in	in	ADP
fbem-23689	1	3	business	business	NOUN
fbem-23689	1	4	,	,	PUNCT
fbem-23689	1	5	economics	economic	NOUN
fbem-23689	1	6	and	and	CCONJ
fbem-23689	1	7	management	management	NOUN
fbem-23689	1	8	issn	issn	PROPN
fbem-23689	1	9	:	:	PUNCT
fbem-23689	1	10	2766	2766	NUM
fbem-23689	1	11	-	-	PUNCT
fbem-23689	1	12	824x	824x	NUM
fbem-23689	1	13	|	|	ADJ
fbem-23689	1	14	vol	vol	NOUN
fbem-23689	1	15	.	.	PROPN
fbem-23689	1	16	15	15	NUM
fbem-23689	1	17	,	,	PUNCT
fbem-23689	1	18	no	no	INTJ
fbem-23689	1	19	.	.	NOUN
fbem-23689	1	20	3	3	NUM
fbem-23689	1	21	,	,	PUNCT
fbem-23689	1	22	2024	2024	NUM
fbem-23689	1	23	263	263	NUM
fbem-23689	1	24	enhancing	enhance	VERB
fbem-23689	1	25	green	green	ADJ
fbem-23689	1	26	finance	finance	NOUN
fbem-23689	1	27	through	through	ADP
fbem-23689	1	28	graph	graph	NOUN
fbem-23689	1	29	neural	neural	ADJ
fbem-23689	1	30	network	network	NOUN
fbem-23689	1	31	algorithms	algorithm	NOUN
fbem-23689	1	32	:	:	PUNCT
fbem-23689	1	33	an	an	DET
fbem-23689	1	34	analysis	analysis	NOUN
fbem-23689	1	35	of	of	ADP
fbem-23689	1	36	market	market	NOUN
fbem-23689	1	37	trends	trend	NOUN
fbem-23689	1	38	and	and	CCONJ
fbem-23689	1	39	investment	investment	NOUN
fbem-23689	1	40	opportunities	opportunity	NOUN
fbem-23689	1	41	hewei	hewei	VERB
fbem-23689	1	42	li	li	PROPN
fbem-23689	1	43	*	*	PROPN
fbem-23689	1	44	school	school	NOUN
fbem-23689	1	45	of	of	ADP
fbem-23689	1	46	civil	civil	ADJ
fbem-23689	1	47	environmental	environmental	ADJ
fbem-23689	1	48	engineering	engineering	NOUN
fbem-23689	1	49	,	,	PUNCT
fbem-23689	1	50	university	university	PROPN
fbem-23689	1	51	of	of	ADP
fbem-23689	1	52	washington	washington	PROPN
fbem-23689	1	53	,	,	PUNCT
fbem-23689	1	54	seattle	seattle	PROPN
fbem-23689	1	55	98195	98195	NUM
fbem-23689	1	56	,	,	PUNCT
fbem-23689	1	57	usa	usa	PROPN
fbem-23689	1	58	*	*	PUNCT
fbem-23689	1	59	corresponding	correspond	VERB
fbem-23689	1	60	author	author	NOUN
fbem-23689	1	61	:	:	PUNCT
fbem-23689	1	62	hewei	hewei	PROPN
fbem-23689	1	63	li	li	PROPN
fbem-23689	1	64	(	(	PUNCT
fbem-23689	1	65	email	email	NOUN
fbem-23689	1	66	:	:	PUNCT
fbem-23689	1	67	heweilee0127@gmail.com	heweilee0127@gmail.com	X
fbem-23689	1	68	)	)	PUNCT
fbem-23689	1	69	abstract	abstract	NOUN
fbem-23689	1	70	:	:	PUNCT
fbem-23689	1	71	due	due	ADP
fbem-23689	1	72	to	to	ADP
fbem-23689	1	73	the	the	DET
fbem-23689	1	74	profound	profound	ADJ
fbem-23689	1	75	effects	effect	NOUN
fbem-23689	1	76	of	of	ADP
fbem-23689	1	77	climate	climate	NOUN
fbem-23689	1	78	change	change	NOUN
fbem-23689	1	79	,	,	PUNCT
fbem-23689	1	80	green	green	ADJ
fbem-23689	1	81	finance	finance	NOUN
fbem-23689	1	82	has	have	AUX
fbem-23689	1	83	become	become	VERB
fbem-23689	1	84	increasingly	increasingly	ADV
fbem-23689	1	85	relevant	relevant	ADJ
fbem-23689	1	86	in	in	ADP
fbem-23689	1	87	the	the	DET
fbem-23689	1	88	global	global	ADJ
fbem-23689	1	89	financial	financial	ADJ
fbem-23689	1	90	arena	arena	NOUN
fbem-23689	1	91	,	,	PUNCT
fbem-23689	1	92	playing	play	VERB
fbem-23689	1	93	a	a	DET
fbem-23689	1	94	crucial	crucial	ADJ
fbem-23689	1	95	role	role	NOUN
fbem-23689	1	96	in	in	ADP
fbem-23689	1	97	fostering	foster	VERB
fbem-23689	1	98	sustainable	sustainable	ADJ
fbem-23689	1	99	environmental	environmental	ADJ
fbem-23689	1	100	growth	growth	NOUN
fbem-23689	1	101	.	.	PUNCT
fbem-23689	2	1	the	the	DET
fbem-23689	2	2	graphical	graphical	ADJ
fbem-23689	2	3	neural	neural	ADJ
fbem-23689	2	4	network	network	NOUN
fbem-23689	2	5	algorithm	algorithm	NOUN
fbem-23689	2	6	,	,	PUNCT
fbem-23689	2	7	a	a	DET
fbem-23689	2	8	sophisticated	sophisticated	ADJ
fbem-23689	2	9	machine	machine	NOUN
fbem-23689	2	10	learning	learn	VERB
fbem-23689	2	11	tool	tool	NOUN
fbem-23689	2	12	,	,	PUNCT
fbem-23689	2	13	offers	offer	VERB
fbem-23689	2	14	high	high	ADJ
fbem-23689	2	15	predictive	predictive	ADJ
fbem-23689	2	16	accuracy	accuracy	NOUN
fbem-23689	2	17	and	and	CCONJ
fbem-23689	2	18	robustness	robustness	NOUN
fbem-23689	2	19	,	,	PUNCT
fbem-23689	2	20	making	make	VERB
fbem-23689	2	21	it	it	PRON
fbem-23689	2	22	invaluable	invaluable	ADJ
fbem-23689	2	23	for	for	ADP
fbem-23689	2	24	advancing	advance	VERB
fbem-23689	2	25	green	green	ADJ
fbem-23689	2	26	financial	financial	ADJ
fbem-23689	2	27	markets	market	NOUN
fbem-23689	2	28	.	.	PUNCT
fbem-23689	3	1	this	this	DET
fbem-23689	3	2	experiment	experiment	NOUN
fbem-23689	3	3	seeks	seek	VERB
fbem-23689	3	4	to	to	PART
fbem-23689	3	5	evaluate	evaluate	VERB
fbem-23689	3	6	the	the	DET
fbem-23689	3	7	effectiveness	effectiveness	NOUN
fbem-23689	3	8	of	of	ADP
fbem-23689	3	9	graphical	graphical	ADJ
fbem-23689	3	10	neural	neural	ADJ
fbem-23689	3	11	networks	network	NOUN
fbem-23689	3	12	in	in	ADP
fbem-23689	3	13	green	green	ADJ
fbem-23689	3	14	finance	finance	NOUN
fbem-23689	3	15	by	by	ADP
fbem-23689	3	16	analyzing	analyze	VERB
fbem-23689	3	17	their	their	PRON
fbem-23689	3	18	performance	performance	NOUN
fbem-23689	3	19	on	on	ADP
fbem-23689	3	20	the	the	DET
fbem-23689	3	21	green	green	ADJ
fbem-23689	3	22	bonds	bond	NOUN
fbem-23689	3	23	dataset	dataset	VERB
fbem-23689	3	24	.	.	PUNCT
fbem-23689	4	1	the	the	DET
fbem-23689	4	2	findings	finding	NOUN
fbem-23689	4	3	reveal	reveal	VERB
fbem-23689	4	4	that	that	SCONJ
fbem-23689	4	5	the	the	DET
fbem-23689	4	6	algorithm	algorithm	NOUN
fbem-23689	4	7	predicted	predict	VERB
fbem-23689	4	8	the	the	DET
fbem-23689	4	9	issuance	issuance	NOUN
fbem-23689	4	10	of	of	ADP
fbem-23689	4	11	green	green	ADJ
fbem-23689	4	12	bonds	bond	NOUN
fbem-23689	4	13	with	with	ADP
fbem-23689	4	14	an	an	DET
fbem-23689	4	15	impressive	impressive	ADJ
fbem-23689	4	16	98.7	98.7	NUM
fbem-23689	4	17	%	%	NOUN
fbem-23689	4	18	accuracy	accuracy	NOUN
fbem-23689	4	19	.	.	PUNCT
fbem-23689	5	1	specifically	specifically	ADV
fbem-23689	5	2	,	,	PUNCT
fbem-23689	5	3	the	the	DET
fbem-23689	5	4	amounts	amount	NOUN
fbem-23689	5	5	issued	issue	VERB
fbem-23689	5	6	in	in	ADP
fbem-23689	5	7	2014	2014	NUM
fbem-23689	5	8	-	-	SYM
fbem-23689	5	9	2016	2016	NUM
fbem-23689	5	10	were	be	AUX
fbem-23689	5	11	$	$	SYM
fbem-23689	5	12	10	10	NUM
fbem-23689	5	13	million	million	NUM
fbem-23689	5	14	,	,	PUNCT
fbem-23689	5	15	$	$	SYM
fbem-23689	5	16	50	50	NUM
fbem-23689	5	17	million	million	NUM
fbem-23689	5	18	,	,	PUNCT
fbem-23689	5	19	and	and	CCONJ
fbem-23689	5	20	$	$	SYM
fbem-23689	5	21	75	75	NUM
fbem-23689	5	22	million	million	NUM
fbem-23689	5	23	,	,	PUNCT
fbem-23689	5	24	while	while	SCONJ
fbem-23689	5	25	the	the	DET
fbem-23689	5	26	predictions	prediction	NOUN
fbem-23689	5	27	for	for	ADP
fbem-23689	5	28	2017	2017	NUM
fbem-23689	5	29	-	-	SYM
fbem-23689	5	30	2019	2019	NUM
fbem-23689	5	31	were	be	AUX
fbem-23689	5	32	$	$	SYM
fbem-23689	5	33	12	12	NUM
fbem-23689	5	34	million	million	NUM
fbem-23689	5	35	,	,	PUNCT
fbem-23689	5	36	$	$	SYM
fbem-23689	5	37	55	55	NUM
fbem-23689	5	38	million	million	NUM
fbem-23689	5	39	,	,	PUNCT
fbem-23689	5	40	and	and	CCONJ
fbem-23689	5	41	$	$	SYM
fbem-23689	5	42	90	90	NUM
fbem-23689	5	43	million	million	NUM
fbem-23689	5	44	,	,	PUNCT
fbem-23689	5	45	respectively	respectively	ADV
fbem-23689	5	46	.	.	PUNCT
fbem-23689	6	1	these	these	DET
fbem-23689	6	2	results	result	NOUN
fbem-23689	6	3	highlight	highlight	VERB
fbem-23689	6	4	the	the	DET
fbem-23689	6	5	crucial	crucial	ADJ
fbem-23689	6	6	role	role	NOUN
fbem-23689	6	7	of	of	ADP
fbem-23689	6	8	graphical	graphical	ADJ
fbem-23689	6	9	neural	neural	ADJ
fbem-23689	6	10	network	network	NOUN
fbem-23689	6	11	algorithms	algorithm	NOUN
fbem-23689	6	12	as	as	ADP
fbem-23689	6	13	potent	potent	ADJ
fbem-23689	6	14	tools	tool	NOUN
fbem-23689	6	15	for	for	ADP
fbem-23689	6	16	analysis	analysis	NOUN
fbem-23689	6	17	and	and	CCONJ
fbem-23689	6	18	forecasting	forecasting	NOUN
fbem-23689	6	19	in	in	ADP
fbem-23689	6	20	green	green	ADJ
fbem-23689	6	21	finance	finance	NOUN
fbem-23689	6	22	,	,	PUNCT
fbem-23689	6	23	opening	open	VERB
fbem-23689	6	24	up	up	ADP
fbem-23689	6	25	new	new	ADJ
fbem-23689	6	26	avenues	avenue	NOUN
fbem-23689	6	27	for	for	ADP
fbem-23689	6	28	merging	merge	VERB
fbem-23689	6	29	environmental	environmental	ADJ
fbem-23689	6	30	sustainability	sustainability	NOUN
fbem-23689	6	31	with	with	ADP
fbem-23689	6	32	the	the	DET
fbem-23689	6	33	financial	financial	ADJ
fbem-23689	6	34	sector	sector	NOUN
fbem-23689	6	35	.	.	PUNCT
fbem-23689	7	1	keywords	keyword	NOUN
fbem-23689	7	2	:	:	PUNCT
fbem-23689	7	3	graphical	graphical	ADJ
fbem-23689	7	4	neural	neural	ADJ
fbem-23689	7	5	network	network	NOUN
fbem-23689	7	6	,	,	PUNCT
fbem-23689	7	7	green	green	ADJ
fbem-23689	7	8	finance	finance	NOUN
fbem-23689	7	9	,	,	PUNCT
fbem-23689	7	10	sustainability	sustainability	NOUN
fbem-23689	7	11	,	,	PUNCT
fbem-23689	7	12	artificial	artificial	ADJ
fbem-23689	7	13	intelligence	intelligence	NOUN
fbem-23689	7	14	.	.	PUNCT
fbem-23689	8	1	1	1	X
fbem-23689	8	2	.	.	X
fbem-23689	8	3	introduction	introduction	NOUN
fbem-23689	8	4	amid	amid	ADP
fbem-23689	8	5	escalating	escalate	VERB
fbem-23689	8	6	global	global	ADJ
fbem-23689	8	7	environmental	environmental	ADJ
fbem-23689	8	8	challenges	challenge	NOUN
fbem-23689	8	9	,	,	PUNCT
fbem-23689	8	10	numerous	numerous	ADJ
fbem-23689	8	11	countries	country	NOUN
fbem-23689	8	12	and	and	CCONJ
fbem-23689	8	13	regions	region	NOUN
fbem-23689	8	14	are	be	AUX
fbem-23689	8	15	proactively	proactively	ADV
fbem-23689	8	16	seeking	seek	VERB
fbem-23689	8	17	pathways	pathway	NOUN
fbem-23689	8	18	toward	toward	ADP
fbem-23689	8	19	a	a	DET
fbem-23689	8	20	green	green	ADJ
fbem-23689	8	21	economy	economy	NOUN
fbem-23689	8	22	and	and	CCONJ
fbem-23689	8	23	green	green	ADJ
fbem-23689	8	24	finance	finance	NOUN
fbem-23689	8	25	[	[	X
fbem-23689	8	26	1	1	NUM
fbem-23689	8	27	-	-	SYM
fbem-23689	8	28	2	2	NUM
fbem-23689	8	29	]	]	PUNCT
fbem-23689	8	30	.	.	PUNCT
fbem-23689	9	1	green	green	ADJ
fbem-23689	9	2	finance	finance	NOUN
fbem-23689	9	3	involves	involve	VERB
fbem-23689	9	4	integrating	integrate	VERB
fbem-23689	9	5	environmental	environmental	ADJ
fbem-23689	9	6	and	and	CCONJ
fbem-23689	9	7	social	social	ADJ
fbem-23689	9	8	considerations	consideration	NOUN
fbem-23689	9	9	into	into	ADP
fbem-23689	9	10	financial	financial	ADJ
fbem-23689	9	11	decision	decision	NOUN
fbem-23689	9	12	-	-	PUNCT
fbem-23689	9	13	making	making	NOUN
fbem-23689	9	14	to	to	PART
fbem-23689	9	15	advance	advance	VERB
fbem-23689	9	16	goals	goal	NOUN
fbem-23689	9	17	of	of	ADP
fbem-23689	9	18	environmental	environmental	ADJ
fbem-23689	9	19	protection	protection	NOUN
fbem-23689	9	20	and	and	CCONJ
fbem-23689	9	21	sustainable	sustainable	ADJ
fbem-23689	9	22	development	development	NOUN
fbem-23689	9	23	,	,	PUNCT
fbem-23689	9	24	utilizing	utilize	VERB
fbem-23689	9	25	capital	capital	NOUN
fbem-23689	9	26	markets	market	NOUN
fbem-23689	9	27	and	and	CCONJ
fbem-23689	9	28	financial	financial	ADJ
fbem-23689	9	29	instruments	instrument	NOUN
fbem-23689	9	30	.	.	PUNCT
fbem-23689	10	1	increasingly	increasingly	ADV
fbem-23689	10	2	,	,	PUNCT
fbem-23689	10	3	institutions	institution	NOUN
fbem-23689	10	4	and	and	CCONJ
fbem-23689	10	5	investors	investor	NOUN
fbem-23689	10	6	are	be	AUX
fbem-23689	10	7	recognizing	recognize	VERB
fbem-23689	10	8	the	the	DET
fbem-23689	10	9	opportunities	opportunity	NOUN
fbem-23689	10	10	and	and	CCONJ
fbem-23689	10	11	potential	potential	NOUN
fbem-23689	10	12	for	for	ADP
fbem-23689	10	13	growth	growth	NOUN
fbem-23689	10	14	in	in	ADP
fbem-23689	10	15	green	green	ADJ
fbem-23689	10	16	finance	finance	NOUN
fbem-23689	10	17	[	[	X
fbem-23689	10	18	3	3	NUM
fbem-23689	10	19	-	-	SYM
fbem-23689	10	20	4	4	NUM
fbem-23689	10	21	]	]	PUNCT
fbem-23689	10	22	.	.	PUNCT
fbem-23689	11	1	parallel	parallel	ADJ
fbem-23689	11	2	to	to	ADP
fbem-23689	11	3	these	these	DET
fbem-23689	11	4	developments	development	NOUN
fbem-23689	11	5	,	,	PUNCT
fbem-23689	11	6	the	the	DET
fbem-23689	11	7	rise	rise	NOUN
fbem-23689	11	8	of	of	ADP
fbem-23689	11	9	artificial	artificial	ADJ
fbem-23689	11	10	intelligence	intelligence	NOUN
fbem-23689	11	11	technology	technology	NOUN
fbem-23689	11	12	has	have	AUX
fbem-23689	11	13	led	lead	VERB
fbem-23689	11	14	to	to	ADP
fbem-23689	11	15	the	the	DET
fbem-23689	11	16	widespread	widespread	ADJ
fbem-23689	11	17	adoption	adoption	NOUN
fbem-23689	11	18	of	of	ADP
fbem-23689	11	19	graphical	graphical	ADJ
fbem-23689	11	20	neural	neural	ADJ
fbem-23689	11	21	network	network	NOUN
fbem-23689	11	22	algorithms	algorithm	NOUN
fbem-23689	11	23	across	across	ADP
fbem-23689	11	24	various	various	ADJ
fbem-23689	11	25	sectors	sector	NOUN
fbem-23689	11	26	,	,	PUNCT
fbem-23689	11	27	including	include	VERB
fbem-23689	11	28	finance	finance	NOUN
fbem-23689	11	29	.	.	PUNCT
fbem-23689	12	1	in	in	ADP
fbem-23689	12	2	green	green	ADJ
fbem-23689	12	3	finance	finance	NOUN
fbem-23689	12	4	,	,	PUNCT
fbem-23689	12	5	these	these	DET
fbem-23689	12	6	algorithms	algorithm	NOUN
fbem-23689	12	7	are	be	AUX
fbem-23689	12	8	pivotal	pivotal	ADJ
fbem-23689	12	9	for	for	ADP
fbem-23689	12	10	analyzing	analyze	VERB
fbem-23689	12	11	investment	investment	NOUN
fbem-23689	12	12	projects	project	NOUN
fbem-23689	12	13	and	and	CCONJ
fbem-23689	12	14	enterprises	enterprise	NOUN
fbem-23689	12	15	,	,	PUNCT
fbem-23689	12	16	assessing	assess	VERB
fbem-23689	12	17	their	their	PRON
fbem-23689	12	18	sustainability	sustainability	NOUN
fbem-23689	12	19	,	,	PUNCT
fbem-23689	12	20	and	and	CCONJ
fbem-23689	12	21	forecasting	forecast	VERB
fbem-23689	12	22	market	market	NOUN
fbem-23689	12	23	shifts	shift	NOUN
fbem-23689	12	24	and	and	CCONJ
fbem-23689	12	25	risks	risk	NOUN
fbem-23689	12	26	.	.	PUNCT
fbem-23689	13	1	specifically	specifically	ADV
fbem-23689	13	2	,	,	PUNCT
fbem-23689	13	3	graphical	graphical	ADJ
fbem-23689	13	4	neural	neural	ADJ
fbem-23689	13	5	networks	network	NOUN
fbem-23689	13	6	aid	aid	VERB
fbem-23689	13	7	decision	decision	NOUN
fbem-23689	13	8	-	-	PUNCT
fbem-23689	13	9	makers	maker	NOUN
fbem-23689	13	10	in	in	ADP
fbem-23689	13	11	gaining	gain	VERB
fbem-23689	13	12	a	a	DET
fbem-23689	13	13	more	more	ADV
fbem-23689	13	14	precise	precise	ADJ
fbem-23689	13	15	understanding	understanding	NOUN
fbem-23689	13	16	of	of	ADP
fbem-23689	13	17	market	market	NOUN
fbem-23689	13	18	trends	trend	NOUN
fbem-23689	13	19	,	,	PUNCT
fbem-23689	13	20	optimizing	optimize	VERB
fbem-23689	13	21	investment	investment	NOUN
fbem-23689	13	22	portfolios	portfolio	NOUN
fbem-23689	13	23	,	,	PUNCT
fbem-23689	13	24	identifying	identify	VERB
fbem-23689	13	25	risks	risk	NOUN
fbem-23689	13	26	,	,	PUNCT
fbem-23689	13	27	and	and	CCONJ
fbem-23689	13	28	facilitating	facilitate	VERB
fbem-23689	13	29	the	the	DET
fbem-23689	13	30	design	design	NOUN
fbem-23689	13	31	and	and	CCONJ
fbem-23689	13	32	innovation	innovation	NOUN
fbem-23689	13	33	of	of	ADP
fbem-23689	13	34	sustainable	sustainable	ADJ
fbem-23689	13	35	financial	financial	ADJ
fbem-23689	13	36	products	product	NOUN
fbem-23689	13	37	through	through	ADP
fbem-23689	13	38	extensive	extensive	ADJ
fbem-23689	13	39	data	datum	NOUN
fbem-23689	13	40	analysis	analysis	NOUN
fbem-23689	13	41	and	and	CCONJ
fbem-23689	13	42	modeling	modeling	NOUN
fbem-23689	13	43	[	[	X
fbem-23689	13	44	5	5	NUM
fbem-23689	13	45	]	]	PUNCT
fbem-23689	13	46	.	.	PUNCT
fbem-23689	14	1	recent	recent	ADJ
fbem-23689	14	2	scholarly	scholarly	ADJ
fbem-23689	14	3	work	work	NOUN
fbem-23689	14	4	has	have	AUX
fbem-23689	14	5	focused	focus	VERB
fbem-23689	14	6	on	on	ADP
fbem-23689	14	7	leveraging	leverage	VERB
fbem-23689	14	8	graphical	graphical	ADJ
fbem-23689	14	9	neural	neural	ADJ
fbem-23689	14	10	networks	network	NOUN
fbem-23689	14	11	for	for	ADP
fbem-23689	14	12	green	green	ADJ
fbem-23689	14	13	finance	finance	NOUN
fbem-23689	14	14	.	.	PUNCT
fbem-23689	15	1	huang	huang	PROPN
fbem-23689	15	2	l	l	PROPN
fbem-23689	15	3	developed	develop	VERB
fbem-23689	15	4	a	a	DET
fbem-23689	15	5	method	method	NOUN
fbem-23689	15	6	using	use	VERB
fbem-23689	15	7	graph	graph	NOUN
fbem-23689	15	8	convolutional	convolutional	ADJ
fbem-23689	15	9	neural	neural	ADJ
fbem-23689	15	10	networks	network	NOUN
fbem-23689	15	11	to	to	PART
fbem-23689	15	12	predict	predict	VERB
fbem-23689	15	13	green	green	ADJ
fbem-23689	15	14	credit	credit	NOUN
fbem-23689	15	15	risks	risk	NOUN
fbem-23689	15	16	by	by	ADP
fbem-23689	15	17	exploiting	exploit	VERB
fbem-23689	15	18	the	the	DET
fbem-23689	15	19	intricate	intricate	ADJ
fbem-23689	15	20	relationships	relationship	NOUN
fbem-23689	15	21	between	between	ADP
fbem-23689	15	22	companies	company	NOUN
fbem-23689	15	23	and	and	CCONJ
fbem-23689	15	24	analyzing	analyze	VERB
fbem-23689	15	25	interactions	interaction	NOUN
fbem-23689	15	26	within	within	ADP
fbem-23689	15	27	their	their	PRON
fbem-23689	15	28	network	network	NOUN
fbem-23689	15	29	structures	structure	NOUN
fbem-23689	15	30	.	.	PUNCT
fbem-23689	16	1	this	this	DET
fbem-23689	16	2	approach	approach	NOUN
fbem-23689	16	3	also	also	ADV
fbem-23689	16	4	incorporates	incorporate	VERB
fbem-23689	16	5	extensive	extensive	ADJ
fbem-23689	16	6	economic	economic	ADJ
fbem-23689	16	7	,	,	PUNCT
fbem-23689	16	8	social	social	ADJ
fbem-23689	16	9	,	,	PUNCT
fbem-23689	16	10	and	and	CCONJ
fbem-23689	16	11	environmental	environmental	ADJ
fbem-23689	16	12	data	datum	NOUN
fbem-23689	16	13	to	to	PART
fbem-23689	16	14	pinpoint	pinpoint	VERB
fbem-23689	16	15	potential	potential	ADJ
fbem-23689	16	16	green	green	ADJ
fbem-23689	16	17	credit	credit	NOUN
fbem-23689	16	18	risks	risk	NOUN
fbem-23689	16	19	,	,	PUNCT
fbem-23689	16	20	demonstrating	demonstrate	VERB
fbem-23689	16	21	efficacy	efficacy	NOUN
fbem-23689	16	22	in	in	ADP
fbem-23689	16	23	enhancing	enhance	VERB
fbem-23689	16	24	financial	financial	ADJ
fbem-23689	16	25	institutions	institution	NOUN
fbem-23689	16	26	'	'	PART
fbem-23689	16	27	ability	ability	NOUN
fbem-23689	16	28	to	to	PART
fbem-23689	16	29	assess	assess	VERB
fbem-23689	16	30	the	the	DET
fbem-23689	16	31	credit	credit	NOUN
fbem-23689	16	32	risk	risk	NOUN
fbem-23689	16	33	of	of	ADP
fbem-23689	16	34	green	green	ADJ
fbem-23689	16	35	enterprises	enterprise	NOUN
fbem-23689	16	36	[	[	X
fbem-23689	16	37	6	6	NUM
fbem-23689	16	38	]	]	PUNCT
fbem-23689	16	39	.	.	PUNCT
fbem-23689	17	1	li	li	PROPN
fbem-23689	18	1	x	x	PROPN
fbem-23689	18	2	utilized	utilize	VERB
fbem-23689	18	3	a	a	DET
fbem-23689	18	4	graph	graph	NOUN
fbem-23689	18	5	neural	neural	ADJ
fbem-23689	18	6	network	network	NOUN
fbem-23689	18	7	model	model	NOUN
fbem-23689	18	8	to	to	PART
fbem-23689	18	9	examine	examine	VERB
fbem-23689	18	10	the	the	DET
fbem-23689	18	11	interplay	interplay	NOUN
fbem-23689	18	12	between	between	ADP
fbem-23689	18	13	green	green	ADJ
fbem-23689	18	14	finance	finance	NOUN
fbem-23689	18	15	and	and	CCONJ
fbem-23689	18	16	economic	economic	ADJ
fbem-23689	18	17	growth	growth	NOUN
fbem-23689	18	18	in	in	ADP
fbem-23689	18	19	china	china	PROPN
fbem-23689	18	20	,	,	PUNCT
fbem-23689	18	21	highlighting	highlight	VERB
fbem-23689	18	22	how	how	SCONJ
fbem-23689	18	23	green	green	ADJ
fbem-23689	18	24	finance	finance	NOUN
fbem-23689	18	25	significantly	significantly	ADV
fbem-23689	18	26	boosts	boost	VERB
fbem-23689	18	27	economic	economic	ADJ
fbem-23689	18	28	growth	growth	NOUN
fbem-23689	18	29	,	,	PUNCT
fbem-23689	18	30	enhances	enhance	VERB
fbem-23689	18	31	resource	resource	NOUN
fbem-23689	18	32	efficiency	efficiency	NOUN
fbem-23689	18	33	,	,	PUNCT
fbem-23689	18	34	minimizes	minimize	VERB
fbem-23689	18	35	environmental	environmental	ADJ
fbem-23689	18	36	pollution	pollution	NOUN
fbem-23689	18	37	,	,	PUNCT
fbem-23689	18	38	and	and	CCONJ
fbem-23689	18	39	fosters	foster	VERB
fbem-23689	18	40	ecological	ecological	ADJ
fbem-23689	18	41	protection	protection	NOUN
fbem-23689	18	42	.	.	PUNCT
fbem-23689	19	1	this	this	DET
fbem-23689	19	2	study	study	NOUN
fbem-23689	19	3	confirmed	confirm	VERB
fbem-23689	19	4	the	the	DET
fbem-23689	19	5	nonlinear	nonlinear	ADJ
fbem-23689	19	6	dynamics	dynamic	NOUN
fbem-23689	19	7	between	between	ADP
fbem-23689	19	8	green	green	ADJ
fbem-23689	19	9	finance	finance	NOUN
fbem-23689	19	10	and	and	CCONJ
fbem-23689	19	11	economic	economic	ADJ
fbem-23689	19	12	growth	growth	NOUN
fbem-23689	19	13	through	through	ADP
fbem-23689	19	14	empirical	empirical	ADJ
fbem-23689	19	15	analysis	analysis	NOUN
fbem-23689	19	16	,	,	PUNCT
fbem-23689	19	17	underscoring	underscore	VERB
fbem-23689	19	18	the	the	DET
fbem-23689	19	19	growing	grow	VERB
fbem-23689	19	20	significance	significance	NOUN
fbem-23689	19	21	of	of	ADP
fbem-23689	19	22	graph	graph	NOUN
fbem-23689	19	23	neural	neural	ADJ
fbem-23689	19	24	networks	network	NOUN
fbem-23689	19	25	in	in	ADP
fbem-23689	19	26	this	this	DET
fbem-23689	19	27	domain	domain	NOUN
fbem-23689	19	28	as	as	ADP
fbem-23689	19	29	environmental	environmental	ADJ
fbem-23689	19	30	awareness	awareness	NOUN
fbem-23689	19	31	and	and	CCONJ
fbem-23689	19	32	green	green	ADJ
fbem-23689	19	33	finance	finance	NOUN
fbem-23689	19	34	initiatives	initiative	NOUN
fbem-23689	19	35	expand	expand	VERB
fbem-23689	19	36	[	[	X
fbem-23689	19	37	7	7	NUM
fbem-23689	19	38	]	]	PUNCT
fbem-23689	19	39	.	.	PUNCT
fbem-23689	20	1	additionally	additionally	ADV
fbem-23689	20	2	,	,	PUNCT
fbem-23689	20	3	fu	fu	NOUN
fbem-23689	20	4	r	r	NOUN
fbem-23689	20	5	explored	explore	VERB
fbem-23689	20	6	various	various	ADJ
fbem-23689	20	7	applications	application	NOUN
fbem-23689	20	8	of	of	ADP
fbem-23689	20	9	graph	graph	NOUN
fbem-23689	20	10	neural	neural	ADJ
fbem-23689	20	11	networks	network	NOUN
fbem-23689	20	12	in	in	ADP
fbem-23689	20	13	green	green	ADJ
fbem-23689	20	14	finance	finance	NOUN
fbem-23689	20	15	,	,	PUNCT
fbem-23689	20	16	including	include	VERB
fbem-23689	20	17	eco	eco	PROPN
fbem-23689	20	18	-	-	PUNCT
fbem-23689	20	19	investing	invest	VERB
fbem-23689	20	20	decision	decision	NOUN
fbem-23689	20	21	-	-	PUNCT
fbem-23689	20	22	making	making	NOUN
fbem-23689	20	23	,	,	PUNCT
fbem-23689	20	24	green	green	ADJ
fbem-23689	20	25	loan	loan	NOUN
fbem-23689	20	26	risk	risk	NOUN
fbem-23689	20	27	assessment	assessment	NOUN
fbem-23689	20	28	,	,	PUNCT
fbem-23689	20	29	green	green	ADJ
fbem-23689	20	30	securities	security	NOUN
fbem-23689	20	31	trading	trading	NOUN
fbem-23689	20	32	,	,	PUNCT
fbem-23689	20	33	and	and	CCONJ
fbem-23689	20	34	forecasting	forecasting	NOUN
fbem-23689	20	35	in	in	ADP
fbem-23689	20	36	green	green	ADJ
fbem-23689	20	37	energy	energy	NOUN
fbem-23689	20	38	.	.	PUNCT
fbem-23689	21	1	his	his	PRON
fbem-23689	21	2	findings	finding	NOUN
fbem-23689	21	3	indicate	indicate	VERB
fbem-23689	21	4	that	that	SCONJ
fbem-23689	21	5	graph	graph	NOUN
fbem-23689	21	6	neural	neural	ADJ
fbem-23689	21	7	networks	network	NOUN
fbem-23689	21	8	not	not	PART
fbem-23689	21	9	only	only	ADV
fbem-23689	21	10	provide	provide	VERB
fbem-23689	21	11	precise	precise	ADJ
fbem-23689	21	12	and	and	CCONJ
fbem-23689	21	13	stable	stable	ADJ
fbem-23689	21	14	outputs	output	NOUN
fbem-23689	21	15	but	but	CCONJ
fbem-23689	21	16	also	also	ADV
fbem-23689	21	17	substantially	substantially	ADV
fbem-23689	21	18	mitigate	mitigate	VERB
fbem-23689	21	19	the	the	DET
fbem-23689	21	20	risks	risk	NOUN
fbem-23689	21	21	and	and	CCONJ
fbem-23689	21	22	costs	cost	NOUN
fbem-23689	21	23	associated	associate	VERB
fbem-23689	21	24	with	with	ADP
fbem-23689	21	25	green	green	ADJ
fbem-23689	21	26	finance	finance	NOUN
fbem-23689	21	27	,	,	PUNCT
fbem-23689	21	28	thereby	thereby	ADV
fbem-23689	21	29	contributing	contribute	VERB
fbem-23689	21	30	to	to	ADP
fbem-23689	21	31	its	its	PRON
fbem-23689	21	32	sustainable	sustainable	ADJ
fbem-23689	21	33	development	development	NOUN
fbem-23689	21	34	[	[	X
fbem-23689	21	35	8	8	NUM
fbem-23689	21	36	]	]	PUNCT
fbem-23689	21	37	.	.	PUNCT
fbem-23689	22	1	this	this	DET
fbem-23689	22	2	paper	paper	NOUN
fbem-23689	22	3	seeks	seek	VERB
fbem-23689	22	4	to	to	PART
fbem-23689	22	5	examine	examine	VERB
fbem-23689	22	6	the	the	DET
fbem-23689	22	7	use	use	NOUN
fbem-23689	22	8	of	of	ADP
fbem-23689	22	9	graphical	graphical	ADJ
fbem-23689	22	10	neural	neural	ADJ
fbem-23689	22	11	network	network	NOUN
fbem-23689	22	12	algorithms	algorithm	NOUN
fbem-23689	22	13	within	within	ADP
fbem-23689	22	14	the	the	DET
fbem-23689	22	15	realm	realm	NOUN
fbem-23689	22	16	of	of	ADP
fbem-23689	22	17	green	green	ADJ
fbem-23689	22	18	finance	finance	NOUN
fbem-23689	22	19	,	,	PUNCT
fbem-23689	22	20	particularly	particularly	ADV
fbem-23689	22	21	focusing	focus	VERB
fbem-23689	22	22	on	on	ADP
fbem-23689	22	23	their	their	PRON
fbem-23689	22	24	capability	capability	NOUN
fbem-23689	22	25	and	and	CCONJ
fbem-23689	22	26	applicability	applicability	NOUN
fbem-23689	22	27	in	in	ADP
fbem-23689	22	28	predicting	predict	VERB
fbem-23689	22	29	environmental	environmental	ADJ
fbem-23689	22	30	investments	investment	NOUN
fbem-23689	22	31	,	,	PUNCT
fbem-23689	22	32	assessing	assess	VERB
fbem-23689	22	33	green	green	ADJ
fbem-23689	22	34	risks	risk	NOUN
fbem-23689	22	35	,	,	PUNCT
fbem-23689	22	36	analyzing	analyze	VERB
fbem-23689	22	37	green	green	ADJ
fbem-23689	22	38	finance	finance	NOUN
fbem-23689	22	39	,	,	PUNCT
fbem-23689	22	40	and	and	CCONJ
fbem-23689	22	41	innovating	innovate	VERB
fbem-23689	22	42	green	green	ADJ
fbem-23689	22	43	financial	financial	ADJ
fbem-23689	22	44	products	product	NOUN
fbem-23689	22	45	.	.	PUNCT
fbem-23689	23	1	it	it	PRON
fbem-23689	23	2	also	also	ADV
fbem-23689	23	3	intends	intend	VERB
fbem-23689	23	4	to	to	PART
fbem-23689	23	5	outline	outline	VERB
fbem-23689	23	6	the	the	DET
fbem-23689	23	7	fundamental	fundamental	ADJ
fbem-23689	23	8	principles	principle	NOUN
fbem-23689	23	9	and	and	CCONJ
fbem-23689	23	10	core	core	NOUN
fbem-23689	23	11	technologies	technology	NOUN
fbem-23689	23	12	of	of	ADP
fbem-23689	23	13	these	these	DET
fbem-23689	23	14	algorithms	algorithm	NOUN
fbem-23689	23	15	,	,	PUNCT
fbem-23689	23	16	highlighting	highlight	VERB
fbem-23689	23	17	their	their	PRON
fbem-23689	23	18	strengths	strength	NOUN
fbem-23689	23	19	and	and	CCONJ
fbem-23689	23	20	weaknesses	weakness	NOUN
fbem-23689	23	21	in	in	ADP
fbem-23689	23	22	comparison	comparison	NOUN
fbem-23689	23	23	to	to	ADP
fbem-23689	23	24	conventional	conventional	ADJ
fbem-23689	23	25	financial	financial	ADJ
fbem-23689	23	26	models	model	NOUN
fbem-23689	23	27	.	.	PUNCT
fbem-23689	24	1	the	the	DET
fbem-23689	24	2	discussion	discussion	NOUN
fbem-23689	24	3	aims	aim	VERB
fbem-23689	24	4	to	to	PART
fbem-23689	24	5	offer	offer	VERB
fbem-23689	24	6	both	both	CCONJ
fbem-23689	24	7	theoretical	theoretical	ADJ
fbem-23689	24	8	and	and	CCONJ
fbem-23689	24	9	practical	practical	ADJ
fbem-23689	24	10	insights	insight	NOUN
fbem-23689	24	11	for	for	ADP
fbem-23689	24	12	making	make	VERB
fbem-23689	24	13	informed	informed	ADJ
fbem-23689	24	14	decisions	decision	NOUN
fbem-23689	24	15	in	in	ADP
fbem-23689	24	16	green	green	ADJ
fbem-23689	24	17	finance	finance	NOUN
fbem-23689	24	18	,	,	PUNCT
fbem-23689	24	19	enhance	enhance	VERB
fbem-23689	24	20	the	the	DET
fbem-23689	24	21	commitment	commitment	NOUN
fbem-23689	24	22	to	to	ADP
fbem-23689	24	23	environmental	environmental	ADJ
fbem-23689	24	24	protection	protection	NOUN
fbem-23689	24	25	and	and	CCONJ
fbem-23689	24	26	sustainable	sustainable	ADJ
fbem-23689	24	27	development	development	NOUN
fbem-23689	24	28	within	within	ADP
fbem-23689	24	29	the	the	DET
fbem-23689	24	30	financial	financial	ADJ
fbem-23689	24	31	sector	sector	NOUN
fbem-23689	24	32	,	,	PUNCT
fbem-23689	24	33	and	and	CCONJ
fbem-23689	24	34	foster	foster	VERB
fbem-23689	24	35	a	a	DET
fbem-23689	24	36	more	more	ADV
fbem-23689	24	37	profound	profound	ADJ
fbem-23689	24	38	integration	integration	NOUN
fbem-23689	24	39	between	between	ADP
fbem-23689	24	40	finance	finance	NOUN
fbem-23689	24	41	and	and	CCONJ
fbem-23689	24	42	environmental	environmental	ADJ
fbem-23689	24	43	stewardship	stewardship	NOUN
fbem-23689	24	44	.	.	PUNCT
fbem-23689	25	1	2	2	X
fbem-23689	25	2	.	.	X
fbem-23689	25	3	green	green	ADJ
fbem-23689	25	4	finance	finance	NOUN
fbem-23689	25	5	utilizing	utilize	VERB
fbem-23689	25	6	graph	graph	NOUN
fbem-23689	25	7	neural	neural	ADJ
fbem-23689	25	8	network	network	NOUN
fbem-23689	25	9	algorithm	algorithm	NOUN
fbem-23689	25	10	2.1	2.1	NUM
fbem-23689	25	11	.	.	PUNCT
fbem-23689	26	1	graph	graph	NOUN
fbem-23689	26	2	neural	neural	ADJ
fbem-23689	26	3	network	network	NOUN
fbem-23689	26	4	algorithm	algorithm	NOUN
fbem-23689	26	5	a	a	DET
fbem-23689	26	6	graph	graph	NOUN
fbem-23689	26	7	neural	neural	ADJ
fbem-23689	26	8	network	network	NOUN
fbem-23689	26	9	(	(	PUNCT
fbem-23689	26	10	gnn	gnn	PROPN
fbem-23689	26	11	)	)	PUNCT
fbem-23689	26	12	is	be	AUX
fbem-23689	26	13	a	a	DET
fbem-23689	26	14	specialized	specialized	ADJ
fbem-23689	26	15	neural	neural	ADJ
fbem-23689	26	16	network	network	NOUN
fbem-23689	26	17	algorithm	algorithm	NOUN
fbem-23689	26	18	designed	design	VERB
fbem-23689	26	19	to	to	PART
fbem-23689	26	20	process	process	VERB
fbem-23689	26	21	graph	graph	NOUN
fbem-23689	26	22	data	datum	NOUN
fbem-23689	26	23	and	and	CCONJ
fbem-23689	26	24	is	be	AUX
fbem-23689	26	25	extensively	extensively	ADV
fbem-23689	26	26	applied	apply	VERB
fbem-23689	26	27	in	in	ADP
fbem-23689	26	28	various	various	ADJ
fbem-23689	26	29	domains	domain	NOUN
fbem-23689	26	30	such	such	ADJ
fbem-23689	26	31	as	as	ADP
fbem-23689	26	32	image	image	NOUN
fbem-23689	26	33	recognition	recognition	NOUN
fbem-23689	26	34	,	,	PUNCT
fbem-23689	26	35	social	social	ADJ
fbem-23689	26	36	network	network	NOUN
fbem-23689	26	37	analysis	analysis	NOUN
fbem-23689	26	38	,	,	PUNCT
fbem-23689	26	39	and	and	CCONJ
fbem-23689	26	40	pharmaceutical	pharmaceutical	NOUN
fbem-23689	26	41	research	research	NOUN
fbem-23689	26	42	.	.	PUNCT
fbem-23689	27	1	gnns	gnns	PROPN
fbem-23689	27	2	excel	excel	VERB
fbem-23689	27	3	in	in	ADP
fbem-23689	27	4	handling	handle	VERB
fbem-23689	27	5	data	datum	NOUN
fbem-23689	27	6	with	with	ADP
fbem-23689	27	7	intricate	intricate	ADJ
fbem-23689	27	8	264	264	NUM
fbem-23689	27	9	structures	structure	NOUN
fbem-23689	27	10	,	,	PUNCT
fbem-23689	27	11	making	make	VERB
fbem-23689	27	12	them	they	PRON
fbem-23689	27	13	superior	superior	ADJ
fbem-23689	27	14	to	to	ADP
fbem-23689	27	15	conventional	conventional	ADJ
fbem-23689	27	16	neural	neural	ADJ
fbem-23689	27	17	network	network	NOUN
fbem-23689	27	18	algorithms	algorithm	NOUN
fbem-23689	28	1	[	[	X
fbem-23689	28	2	9	9	NUM
fbem-23689	28	3	-	-	SYM
fbem-23689	28	4	10	10	NUM
fbem-23689	28	5	]	]	PUNCT
fbem-23689	28	6	.	.	PUNCT
fbem-23689	29	1	the	the	DET
fbem-23689	29	2	fundamental	fundamental	ADJ
fbem-23689	29	3	concept	concept	NOUN
fbem-23689	29	4	behind	behind	ADP
fbem-23689	29	5	gnn	gnn	PROPN
fbem-23689	29	6	is	be	AUX
fbem-23689	29	7	to	to	PART
fbem-23689	29	8	transform	transform	VERB
fbem-23689	29	9	graph	graph	NOUN
fbem-23689	29	10	data	datum	NOUN
fbem-23689	29	11	into	into	ADP
fbem-23689	29	12	a	a	DET
fbem-23689	29	13	framework	framework	NOUN
fbem-23689	29	14	of	of	ADP
fbem-23689	29	15	nodes	node	NOUN
fbem-23689	29	16	and	and	CCONJ
fbem-23689	29	17	edges	edge	NOUN
fbem-23689	29	18	.	.	PUNCT
fbem-23689	30	1	through	through	ADP
fbem-23689	30	2	interactions	interaction	NOUN
fbem-23689	30	3	among	among	ADP
fbem-23689	30	4	these	these	DET
fbem-23689	30	5	nodes	node	NOUN
fbem-23689	30	6	and	and	CCONJ
fbem-23689	30	7	edges	edge	NOUN
fbem-23689	30	8	,	,	PUNCT
fbem-23689	30	9	gnn	gnn	PROPN
fbem-23689	30	10	extracts	extract	NOUN
fbem-23689	30	11	valuable	valuable	ADJ
fbem-23689	30	12	information	information	NOUN
fbem-23689	30	13	from	from	ADP
fbem-23689	30	14	the	the	DET
fbem-23689	30	15	graph	graph	NOUN
fbem-23689	30	16	.	.	PUNCT
fbem-23689	31	1	the	the	DET
fbem-23689	31	2	input	input	NOUN
fbem-23689	31	3	for	for	ADP
fbem-23689	31	4	a	a	DET
fbem-23689	31	5	gnn	gnn	NOUN
fbem-23689	31	6	involves	involve	NOUN
fbem-23689	31	7	:	:	PUNCT
fbem-23689	31	8	)	)	PUNCT
fbem-23689	31	9	(	(	PUNCT
fbem-23689	31	10	gh	gh	PROPN
fbem-23689	31	11	)	)	PUNCT
fbem-23689	31	12	(	(	PUNCT
fbem-23689	31	13	)	)	PUNCT
fbem-23689	31	14	1	1	NUM
fbem-23689	31	15	(	(	PUNCT
fbem-23689	31	16	)	)	PUNCT
fbem-23689	31	17	(	(	PUNCT
fbem-23689	31	18	)	)	PUNCT
fbem-23689	31	19	(	(	PUNCT
fbem-23689	31	20	llll	llll	NOUN
fbem-23689	31	21	bhw	bhw	PROPN
fbem-23689	31	22	+	+	PROPN
fbem-23689	31	23	=	=	X
fbem-23689	31	24	−	−	PROPN
fbem-23689	31	25	(	(	PUNCT
fbem-23689	31	26	1	1	X
fbem-23689	31	27	)	)	PUNCT
fbem-23689	31	28	this	this	PRON
fbem-23689	31	29	encompasses	encompass	VERB
fbem-23689	31	30	both	both	DET
fbem-23689	31	31	the	the	DET
fbem-23689	31	32	characteristics	characteristic	NOUN
fbem-23689	31	33	of	of	ADP
fbem-23689	31	34	the	the	DET
fbem-23689	31	35	nodes	node	NOUN
fbem-23689	31	36	and	and	CCONJ
fbem-23689	31	37	their	their	PRON
fbem-23689	31	38	interrelationships	interrelationship	NOUN
fbem-23689	31	39	.	.	PUNCT
fbem-23689	32	1	the	the	DET
fbem-23689	32	2	output	output	NOUN
fbem-23689	32	3	from	from	ADP
fbem-23689	32	4	a	a	DET
fbem-23689	32	5	gnn	gnn	NOUN
fbem-23689	32	6	includes	include	VERB
fbem-23689	32	7	classifications	classification	NOUN
fbem-23689	32	8	,	,	PUNCT
fbem-23689	32	9	regressions	regression	NOUN
fbem-23689	32	10	,	,	PUNCT
fbem-23689	32	11	or	or	CCONJ
fbem-23689	32	12	other	other	ADJ
fbem-23689	32	13	analytical	analytical	ADJ
fbem-23689	32	14	results	result	NOUN
fbem-23689	32	15	pertaining	pertain	VERB
fbem-23689	32	16	to	to	ADP
fbem-23689	32	17	specific	specific	ADJ
fbem-23689	32	18	nodes	node	NOUN
fbem-23689	32	19	or	or	CCONJ
fbem-23689	32	20	the	the	DET
fbem-23689	32	21	entire	entire	ADJ
fbem-23689	32	22	graph	graph	NOUN
fbem-23689	32	23	:	:	PUNCT
fbem-23689	32	24			X
fbem-23689	32	25	=	=	PUNCT
fbem-23689	32	26	−=	−=	NOUN
fbem-23689	32	27	n	n	PROPN
fbem-23689	32	28	j	j	PROPN
fbem-23689	32	29	jiji	jiji	PROPN
fbem-23689	32	30	x	x	PUNCT
fbem-23689	32	31	1	1	NUM
fbem-23689	32	32	2	2	NUM
fbem-23689	32	33	)	)	PUNCT
fbem-23689	32	34	(	(	PUNCT
fbem-23689	32	35	d	d	X
fbem-23689	32	36			X
fbem-23689	32	37	(	(	PUNCT
fbem-23689	32	38	2	2	NUM
fbem-23689	32	39	)	)	PUNCT
fbem-23689	32	40	in	in	ADP
fbem-23689	32	41	a	a	DET
fbem-23689	32	42	gnn	gnn	NOUN
fbem-23689	32	43	framework	framework	NOUN
fbem-23689	32	44	,	,	PUNCT
fbem-23689	32	45	each	each	DET
fbem-23689	32	46	node	node	NOUN
fbem-23689	32	47	and	and	CCONJ
fbem-23689	32	48	edge	edge	NOUN
fbem-23689	32	49	are	be	AUX
fbem-23689	32	50	equipped	equip	VERB
fbem-23689	32	51	with	with	ADP
fbem-23689	32	52	a	a	DET
fbem-23689	32	53	feature	feature	NOUN
fbem-23689	32	54	vector	vector	NOUN
fbem-23689	32	55	that	that	PRON
fbem-23689	32	56	encapsulates	encapsulate	VERB
fbem-23689	32	57	its	its	PRON
fbem-23689	32	58	attributes	attribute	NOUN
fbem-23689	32	59	and	and	CCONJ
fbem-23689	32	60	the	the	DET
fbem-23689	32	61	dynamics	dynamic	NOUN
fbem-23689	32	62	of	of	ADP
fbem-23689	32	63	its	its	PRON
fbem-23689	32	64	relationships	relationship	NOUN
fbem-23689	32	65	.	.	PUNCT
fbem-23689	33	1	models	model	NOUN
fbem-23689	33	2	such	such	ADJ
fbem-23689	33	3	as	as	ADP
fbem-23689	33	4	the	the	DET
fbem-23689	33	5	graph	graph	NOUN
fbem-23689	33	6	convolutional	convolutional	ADJ
fbem-23689	33	7	network	network	NOUN
fbem-23689	33	8	(	(	PUNCT
fbem-23689	33	9	gcn	gcn	NOUN
fbem-23689	33	10	)	)	PUNCT
fbem-23689	33	11	leverage	leverage	NOUN
fbem-23689	33	12	these	these	DET
fbem-23689	33	13	feature	feature	NOUN
fbem-23689	33	14	vectors	vector	NOUN
fbem-23689	33	15	to	to	PART
fbem-23689	33	16	synthesize	synthesize	VERB
fbem-23689	33	17	a	a	DET
fbem-23689	33	18	comprehensive	comprehensive	ADJ
fbem-23689	33	19	representation	representation	NOUN
fbem-23689	33	20	of	of	ADP
fbem-23689	33	21	the	the	DET
fbem-23689	33	22	graph	graph	NOUN
fbem-23689	33	23	:	:	PUNCT
fbem-23689	33	24	)	)	PUNCT
fbem-23689	33	25	(	(	PUNCT
fbem-23689	33	26	h	h	NOUN
fbem-23689	33	27	1	1	NUM
fbem-23689	33	28	m	m	NOUN
fbem-23689	33	29	1	1	NUM
fbem-23689	33	30	1,1,	1,1,	NUM
fbem-23689	33	31	=	=	SYM
fbem-23689	33	32	=	=	PUNCT
fbem-23689	34	1	−+−+	−+−+	PUNCT
fbem-23689	35	1	+	+	PUNCT
fbem-23689	35	2	=	=	NOUN
fbem-23689	35	3	m	m	VERB
fbem-23689	35	4	n	n	NOUN
fbem-23689	35	5	n	n	CCONJ
fbem-23689	35	6	njminmij	njminmij	ADJ
fbem-23689	35	7	bx	bx	PROPN
fbem-23689	35	8	(	(	PUNCT
fbem-23689	35	9	3	3	NUM
fbem-23689	35	10	)	)	PUNCT
fbem-23689	35	11	2.2	2.2	NUM
fbem-23689	35	12	.	.	PUNCT
fbem-23689	35	13	green	green	ADJ
fbem-23689	35	14	finance	finance	PROPN
fbem-23689	35	15	green	green	ADJ
fbem-23689	35	16	finance	finance	NOUN
fbem-23689	35	17	involves	involve	VERB
fbem-23689	35	18	the	the	DET
fbem-23689	35	19	financial	financial	ADJ
fbem-23689	35	20	strategies	strategy	NOUN
fbem-23689	35	21	and	and	CCONJ
fbem-23689	35	22	practices	practice	NOUN
fbem-23689	35	23	aimed	aim	VERB
fbem-23689	35	24	at	at	ADP
fbem-23689	35	25	directing	direct	VERB
fbem-23689	35	26	capital	capital	NOUN
fbem-23689	35	27	flows	flow	NOUN
fbem-23689	35	28	towards	towards	ADP
fbem-23689	35	29	environmental	environmental	ADJ
fbem-23689	35	30	sustainability	sustainability	NOUN
fbem-23689	35	31	and	and	CCONJ
fbem-23689	35	32	protection	protection	NOUN
fbem-23689	35	33	.	.	PUNCT
fbem-23689	36	1	it	it	PRON
fbem-23689	36	2	seeks	seek	VERB
fbem-23689	36	3	to	to	PART
fbem-23689	36	4	deploy	deploy	VERB
fbem-23689	36	5	investor	investor	NOUN
fbem-23689	36	6	capital	capital	NOUN
fbem-23689	36	7	for	for	ADP
fbem-23689	36	8	activities	activity	NOUN
fbem-23689	36	9	that	that	PRON
fbem-23689	36	10	not	not	PART
fbem-23689	36	11	only	only	ADV
fbem-23689	36	12	protect	protect	VERB
fbem-23689	36	13	the	the	DET
fbem-23689	36	14	environment	environment	NOUN
fbem-23689	36	15	but	but	CCONJ
fbem-23689	36	16	also	also	ADV
fbem-23689	36	17	promote	promote	VERB
fbem-23689	36	18	energy	energy	NOUN
fbem-23689	36	19	conservation	conservation	NOUN
fbem-23689	36	20	and	and	CCONJ
fbem-23689	36	21	sustainable	sustainable	ADJ
fbem-23689	36	22	economic	economic	ADJ
fbem-23689	36	23	growth	growth	NOUN
fbem-23689	36	24	,	,	PUNCT
fbem-23689	36	25	thereby	thereby	ADV
fbem-23689	36	26	fostering	foster	VERB
fbem-23689	36	27	a	a	DET
fbem-23689	36	28	harmonious	harmonious	ADJ
fbem-23689	36	29	balance	balance	NOUN
fbem-23689	36	30	between	between	ADP
fbem-23689	36	31	human	human	ADJ
fbem-23689	36	32	society	society	NOUN
fbem-23689	36	33	,	,	PUNCT
fbem-23689	36	34	the	the	DET
fbem-23689	36	35	economy	economy	NOUN
fbem-23689	36	36	,	,	PUNCT
fbem-23689	36	37	and	and	CCONJ
fbem-23689	36	38	the	the	DET
fbem-23689	36	39	natural	natural	ADJ
fbem-23689	36	40	environment	environment	NOUN
fbem-23689	36	41	[	[	X
fbem-23689	36	42	11	11	NUM
fbem-23689	36	43	-	-	SYM
fbem-23689	36	44	12	12	NUM
fbem-23689	36	45	]	]	PUNCT
fbem-23689	36	46	.	.	PUNCT
fbem-23689	37	1	this	this	DET
fbem-23689	37	2	sector	sector	NOUN
fbem-23689	37	3	encompasses	encompass	VERB
fbem-23689	37	4	a	a	DET
fbem-23689	37	5	range	range	NOUN
fbem-23689	37	6	of	of	ADP
fbem-23689	37	7	financial	financial	ADJ
fbem-23689	37	8	activities	activity	NOUN
fbem-23689	37	9	including	include	VERB
fbem-23689	37	10	investments	investment	NOUN
fbem-23689	37	11	,	,	PUNCT
fbem-23689	37	12	financing	financing	NOUN
fbem-23689	37	13	,	,	PUNCT
fbem-23689	37	14	project	project	NOUN
fbem-23689	37	15	funding	funding	NOUN
fbem-23689	37	16	,	,	PUNCT
fbem-23689	37	17	product	product	NOUN
fbem-23689	37	18	development	development	NOUN
fbem-23689	37	19	,	,	PUNCT
fbem-23689	37	20	services	service	NOUN
fbem-23689	37	21	,	,	PUNCT
fbem-23689	37	22	and	and	CCONJ
fbem-23689	37	23	consultancy	consultancy	NOUN
fbem-23689	37	24	.	.	PUNCT
fbem-23689	38	1	green	green	ADJ
fbem-23689	38	2	finance	finance	PROPN
fbem-23689	38	3	distinguishes	distinguish	VERB
fbem-23689	38	4	itself	itself	PRON
fbem-23689	38	5	from	from	ADP
fbem-23689	38	6	traditional	traditional	ADJ
fbem-23689	38	7	finance	finance	NOUN
fbem-23689	38	8	by	by	ADP
fbem-23689	38	9	prioritizing	prioritize	VERB
fbem-23689	38	10	long	long	ADJ
fbem-23689	38	11	-	-	PUNCT
fbem-23689	38	12	term	term	NOUN
fbem-23689	38	13	environmental	environmental	ADJ
fbem-23689	38	14	and	and	CCONJ
fbem-23689	38	15	social	social	ADJ
fbem-23689	38	16	responsibilities	responsibility	NOUN
fbem-23689	38	17	and	and	CCONJ
fbem-23689	38	18	promoting	promote	VERB
fbem-23689	38	19	sustainable	sustainable	ADJ
fbem-23689	38	20	interactions	interaction	NOUN
fbem-23689	38	21	with	with	ADP
fbem-23689	38	22	the	the	DET
fbem-23689	38	23	ecosystem	ecosystem	NOUN
fbem-23689	38	24	[	[	X
fbem-23689	38	25	1314	1314	NUM
fbem-23689	38	26	]	]	PUNCT
fbem-23689	38	27	.	.	PUNCT
fbem-23689	39	1	increasingly	increasingly	ADV
fbem-23689	39	2	recognized	recognize	VERB
fbem-23689	39	3	as	as	ADP
fbem-23689	39	4	a	a	DET
fbem-23689	39	5	pivotal	pivotal	ADJ
fbem-23689	39	6	area	area	NOUN
fbem-23689	39	7	for	for	ADP
fbem-23689	39	8	global	global	ADJ
fbem-23689	39	9	economic	economic	ADJ
fbem-23689	39	10	and	and	CCONJ
fbem-23689	39	11	financial	financial	ADJ
fbem-23689	39	12	advancement	advancement	NOUN
fbem-23689	39	13	,	,	PUNCT
fbem-23689	39	14	green	green	ADJ
fbem-23689	39	15	finance	finance	NOUN
fbem-23689	39	16	is	be	AUX
fbem-23689	39	17	being	be	AUX
fbem-23689	39	18	actively	actively	ADV
fbem-23689	39	19	enhanced	enhance	VERB
fbem-23689	39	20	worldwide	worldwide	ADV
fbem-23689	39	21	through	through	ADP
fbem-23689	39	22	the	the	DET
fbem-23689	39	23	development	development	NOUN
fbem-23689	39	24	of	of	ADP
fbem-23689	39	25	supportive	supportive	ADJ
fbem-23689	39	26	policies	policy	NOUN
fbem-23689	39	27	,	,	PUNCT
fbem-23689	39	28	legal	legal	ADJ
fbem-23689	39	29	frameworks	framework	NOUN
fbem-23689	39	30	,	,	PUNCT
fbem-23689	39	31	regulations	regulation	NOUN
fbem-23689	39	32	,	,	PUNCT
fbem-23689	39	33	and	and	CCONJ
fbem-23689	39	34	the	the	DET
fbem-23689	39	35	establishment	establishment	NOUN
fbem-23689	39	36	of	of	ADP
fbem-23689	39	37	dedicated	dedicated	ADJ
fbem-23689	39	38	institutions	institution	NOUN
fbem-23689	39	39	and	and	CCONJ
fbem-23689	39	40	platforms	platform	NOUN
fbem-23689	39	41	.	.	PUNCT
fbem-23689	40	1	this	this	DET
fbem-23689	40	2	global	global	ADJ
fbem-23689	40	3	initiative	initiative	NOUN
fbem-23689	40	4	aims	aim	VERB
fbem-23689	40	5	to	to	PART
fbem-23689	40	6	integrate	integrate	VERB
fbem-23689	40	7	environmental	environmental	ADJ
fbem-23689	40	8	stewardship	stewardship	NOUN
fbem-23689	40	9	into	into	ADP
fbem-23689	40	10	the	the	DET
fbem-23689	40	11	fabric	fabric	NOUN
fbem-23689	40	12	of	of	ADP
fbem-23689	40	13	financial	financial	ADJ
fbem-23689	40	14	systems	system	NOUN
fbem-23689	40	15	,	,	PUNCT
fbem-23689	40	16	as	as	SCONJ
fbem-23689	40	17	illustrated	illustrate	VERB
fbem-23689	40	18	in	in	ADP
fbem-23689	40	19	figure	figure	NOUN
fbem-23689	40	20	1	1	NUM
fbem-23689	40	21	:	:	PUNCT
fbem-23689	40	22	green	green	ADJ
fbem-23689	40	23	finance	finance	NOUN
fbem-23689	40	24	financing	financing	NOUN
fbem-23689	40	25	give	give	VERB
fbem-23689	40	26	service	service	NOUN
fbem-23689	40	27	to	to	PART
fbem-23689	40	28	project	project	VERB
fbem-23689	40	29	seek	seek	VERB
fbem-23689	40	30	advice	advice	NOUN
fbem-23689	40	31	from	from	ADP
fbem-23689	40	32	invest	invest	NOUN
fbem-23689	40	33	product	product	NOUN
fbem-23689	40	34	figure	figure	NOUN
fbem-23689	40	35	1	1	NUM
fbem-23689	40	36	.	.	PUNCT
fbem-23689	40	37	green	green	PROPN
fbem-23689	40	38	finance	finance	PROPN
fbem-23689	40	39	flowchart	flowchart	NOUN
fbem-23689	40	40	2.3	2.3	NUM
fbem-23689	40	41	.	.	PUNCT
fbem-23689	41	1	utilizing	utilize	VERB
fbem-23689	41	2	graph	graph	NOUN
fbem-23689	41	3	neural	neural	ADJ
fbem-23689	41	4	network	network	NOUN
fbem-23689	41	5	algorithms	algorithm	NOUN
fbem-23689	41	6	in	in	ADP
fbem-23689	41	7	green	green	ADJ
fbem-23689	41	8	finance	finance	NOUN
fbem-23689	41	9	graph	graph	NOUN
fbem-23689	41	10	neural	neural	ADJ
fbem-23689	41	11	networks	network	NOUN
fbem-23689	41	12	(	(	PUNCT
fbem-23689	41	13	gnn	gnn	NOUN
fbem-23689	41	14	)	)	PUNCT
fbem-23689	41	15	algorithms	algorithm	NOUN
fbem-23689	41	16	are	be	AUX
fbem-23689	41	17	extensively	extensively	ADV
fbem-23689	41	18	utilized	utilize	VERB
fbem-23689	41	19	within	within	ADP
fbem-23689	41	20	the	the	DET
fbem-23689	41	21	green	green	ADJ
fbem-23689	41	22	finance	finance	NOUN
fbem-23689	41	23	sector	sector	NOUN
fbem-23689	41	24	,	,	PUNCT
fbem-23689	41	25	addressing	address	VERB
fbem-23689	41	26	various	various	ADJ
fbem-23689	41	27	related	related	ADJ
fbem-23689	41	28	challenges	challenge	NOUN
fbem-23689	41	29	including	include	VERB
fbem-23689	41	30	the	the	DET
fbem-23689	41	31	issuance	issuance	NOUN
fbem-23689	41	32	of	of	ADP
fbem-23689	41	33	green	green	ADJ
fbem-23689	41	34	bonds	bond	NOUN
fbem-23689	41	35	,	,	PUNCT
fbem-23689	41	36	investments	investment	NOUN
fbem-23689	41	37	in	in	ADP
fbem-23689	41	38	clean	clean	ADJ
fbem-23689	41	39	energy	energy	NOUN
fbem-23689	41	40	,	,	PUNCT
fbem-23689	41	41	and	and	CCONJ
fbem-23689	41	42	broader	broad	ADJ
fbem-23689	41	43	sustainable	sustainable	ADJ
fbem-23689	41	44	development	development	NOUN
fbem-23689	41	45	initiatives	initiative	NOUN
fbem-23689	41	46	,	,	PUNCT
fbem-23689	41	47	as	as	SCONJ
fbem-23689	41	48	depicted	depict	VERB
fbem-23689	41	49	in	in	ADP
fbem-23689	41	50	figure	figure	NOUN
fbem-23689	41	51	2	2	NUM
fbem-23689	42	1	:	:	PUNCT
fbem-23689	42	2	figure	figure	NOUN
fbem-23689	42	3	2	2	NUM
fbem-23689	42	4	.	.	X
fbem-23689	42	5	diagram	diagram	NOUN
fbem-23689	42	6	illustrating	illustrate	VERB
fbem-23689	42	7	the	the	DET
fbem-23689	42	8	use	use	NOUN
fbem-23689	42	9	of	of	ADP
fbem-23689	42	10	graph	graph	NOUN
fbem-23689	42	11	neural	neural	ADJ
fbem-23689	42	12	network	network	NOUN
fbem-23689	42	13	algorithms	algorithm	NOUN
fbem-23689	42	14	in	in	ADP
fbem-23689	42	15	green	green	ADJ
fbem-23689	42	16	finance	finance	NOUN
fbem-23689	42	17	as	as	SCONJ
fbem-23689	42	18	detailed	detailed	ADJ
fbem-23689	42	19	in	in	ADP
fbem-23689	42	20	figure	figure	NOUN
fbem-23689	42	21	2	2	NUM
fbem-23689	42	22	,	,	PUNCT
fbem-23689	42	23	this	this	DET
fbem-23689	42	24	application	application	NOUN
fbem-23689	42	25	is	be	AUX
fbem-23689	42	26	explored	explore	VERB
fbem-23689	42	27	through	through	ADP
fbem-23689	42	28	three	three	NUM
fbem-23689	42	29	primary	primary	ADJ
fbem-23689	42	30	aspects	aspect	NOUN
fbem-23689	42	31	:	:	PUNCT
fbem-23689	42	32	1	1	NUM
fbem-23689	42	33	)	)	PUNCT
fbem-23689	42	34	issuance	issuance	NOUN
fbem-23689	42	35	of	of	ADP
fbem-23689	42	36	green	green	ADJ
fbem-23689	42	37	bond	bond	NOUN
fbem-23689	42	38	green	green	ADJ
fbem-23689	42	39	bonds	bond	NOUN
fbem-23689	42	40	are	be	AUX
fbem-23689	42	41	financial	financial	ADJ
fbem-23689	42	42	instruments	instrument	NOUN
fbem-23689	42	43	specifically	specifically	ADV
fbem-23689	42	44	designed	design	VERB
fbem-23689	42	45	for	for	ADP
fbem-23689	42	46	funding	funding	NOUN
fbem-23689	42	47	environmental	environmental	ADJ
fbem-23689	42	48	and	and	CCONJ
fbem-23689	42	49	sustainable	sustainable	ADJ
fbem-23689	42	50	development	development	NOUN
fbem-23689	42	51	projects	project	NOUN
fbem-23689	42	52	.	.	PUNCT
fbem-23689	43	1	their	their	PRON
fbem-23689	43	2	issuance	issuance	NOUN
fbem-23689	43	3	not	not	PART
fbem-23689	43	4	only	only	ADV
fbem-23689	43	5	garners	garner	VERB
fbem-23689	43	6	financial	financial	ADJ
fbem-23689	43	7	support	support	NOUN
fbem-23689	43	8	for	for	ADP
fbem-23689	43	9	green	green	ADJ
fbem-23689	43	10	initiatives	initiative	NOUN
fbem-23689	43	11	but	but	CCONJ
fbem-23689	43	12	also	also	ADV
fbem-23689	43	13	enhances	enhance	VERB
fbem-23689	43	14	a	a	DET
fbem-23689	43	15	company	company	NOUN
fbem-23689	43	16	's	's	PART
fbem-23689	43	17	social	social	ADJ
fbem-23689	43	18	reputation	reputation	NOUN
fbem-23689	43	19	and	and	CCONJ
fbem-23689	43	20	brand	brand	NOUN
fbem-23689	43	21	value	value	NOUN
fbem-23689	43	22	[	[	X
fbem-23689	43	23	15	15	NUM
fbem-23689	43	24	-	-	SYM
fbem-23689	43	25	16	16	NUM
fbem-23689	43	26	]	]	PUNCT
fbem-23689	43	27	.	.	PUNCT
fbem-23689	44	1	graph	graph	NOUN
fbem-23689	44	2	neural	neural	ADJ
fbem-23689	44	3	network	network	NOUN
fbem-23689	44	4	algorithms	algorithm	NOUN
fbem-23689	44	5	streamline	streamline	VERB
fbem-23689	44	6	the	the	DET
fbem-23689	44	7	issuance	issuance	NOUN
fbem-23689	44	8	process	process	NOUN
fbem-23689	44	9	by	by	ADP
fbem-23689	44	10	enhancing	enhance	VERB
fbem-23689	44	11	efficiency	efficiency	NOUN
fbem-23689	44	12	and	and	CCONJ
fbem-23689	44	13	managing	manage	VERB
fbem-23689	44	14	investment	investment	NOUN
fbem-23689	44	15	risks	risk	NOUN
fbem-23689	44	16	,	,	PUNCT
fbem-23689	44	17	analyzing	analyze	VERB
fbem-23689	44	18	and	and	CCONJ
fbem-23689	44	19	evaluating	evaluate	VERB
fbem-23689	44	20	data	datum	NOUN
fbem-23689	44	21	from	from	ADP
fbem-23689	44	22	assets	asset	NOUN
fbem-23689	44	23	,	,	PUNCT
fbem-23689	44	24	issuers	issuer	NOUN
fbem-23689	44	25	,	,	PUNCT
fbem-23689	44	26	and	and	CCONJ
fbem-23689	44	27	investors	investor	NOUN
fbem-23689	45	1	[	[	X
fbem-23689	45	2	17	17	NUM
fbem-23689	45	3	-	-	SYM
fbem-23689	45	4	18	18	NUM
fbem-23689	45	5	]	]	PUNCT
fbem-23689	45	6	.	.	NOUN
fbem-23689	45	7	2	2	X
fbem-23689	45	8	)	)	PUNCT
fbem-23689	45	9	clean	clean	ADJ
fbem-23689	45	10	energy	energy	NOUN
fbem-23689	45	11	investment	investment	NOUN
fbem-23689	45	12	this	this	PRON
fbem-23689	45	13	refers	refer	VERB
fbem-23689	45	14	to	to	ADP
fbem-23689	45	15	the	the	DET
fbem-23689	45	16	allocation	allocation	NOUN
fbem-23689	45	17	of	of	ADP
fbem-23689	45	18	funds	fund	NOUN
fbem-23689	45	19	into	into	ADP
fbem-23689	45	20	renewable	renewable	ADJ
fbem-23689	45	21	energy	energy	NOUN
fbem-23689	45	22	projects	project	NOUN
fbem-23689	45	23	like	like	ADP
fbem-23689	45	24	solar	solar	ADJ
fbem-23689	45	25	,	,	PUNCT
fbem-23689	45	26	wind	wind	NOUN
fbem-23689	45	27	,	,	PUNCT
fbem-23689	45	28	and	and	CCONJ
fbem-23689	45	29	hydroelectric	hydroelectric	ADJ
fbem-23689	45	30	power	power	NOUN
fbem-23689	45	31	,	,	PUNCT
fbem-23689	45	32	aimed	aim	VERB
fbem-23689	45	33	at	at	ADP
fbem-23689	45	34	fostering	foster	VERB
fbem-23689	45	35	sustainable	sustainable	ADJ
fbem-23689	45	36	growth	growth	NOUN
fbem-23689	45	37	within	within	ADP
fbem-23689	45	38	the	the	DET
fbem-23689	45	39	energy	energy	NOUN
fbem-23689	45	40	sector	sector	NOUN
fbem-23689	45	41	.	.	PUNCT
fbem-23689	46	1	graph	graph	NOUN
fbem-23689	46	2	neural	neural	ADJ
fbem-23689	46	3	networks	network	NOUN
fbem-23689	46	4	leverage	leverage	NOUN
fbem-23689	46	5	data	datum	NOUN
fbem-23689	46	6	from	from	ADP
fbem-23689	46	7	social	social	ADJ
fbem-23689	46	8	networks	network	NOUN
fbem-23689	46	9	and	and	CCONJ
fbem-23689	46	10	geographic	geographic	ADJ
fbem-23689	46	11	information	information	NOUN
fbem-23689	46	12	systems	system	NOUN
fbem-23689	46	13	to	to	PART
fbem-23689	46	14	analyze	analyze	VERB
fbem-23689	46	15	market	market	NOUN
fbem-23689	46	16	supply	supply	NOUN
fbem-23689	46	17	and	and	CCONJ
fbem-23689	46	18	demand	demand	NOUN
fbem-23689	46	19	,	,	PUNCT
fbem-23689	46	20	assess	assess	VERB
fbem-23689	46	21	the	the	DET
fbem-23689	46	22	viability	viability	NOUN
fbem-23689	46	23	and	and	CCONJ
fbem-23689	46	24	potential	potential	ADJ
fbem-23689	46	25	returns	return	NOUN
fbem-23689	46	26	of	of	ADP
fbem-23689	46	27	clean	clean	ADJ
fbem-23689	46	28	energy	energy	NOUN
fbem-23689	46	29	investments	investment	NOUN
fbem-23689	46	30	,	,	PUNCT
fbem-23689	46	31	and	and	CCONJ
fbem-23689	46	32	enhance	enhance	VERB
fbem-23689	46	33	overall	overall	ADJ
fbem-23689	46	34	investment	investment	NOUN
fbem-23689	46	35	efficiency	efficiency	NOUN
fbem-23689	46	36	.	.	PUNCT
fbem-23689	47	1	3	3	X
fbem-23689	47	2	)	)	PUNCT
fbem-23689	47	3	sustainable	sustainable	ADJ
fbem-23689	47	4	development	development	NOUN
fbem-23689	47	5	sustainable	sustainable	ADJ
fbem-23689	47	6	development	development	NOUN
fbem-23689	47	7	involves	involve	VERB
fbem-23689	47	8	strategies	strategy	NOUN
fbem-23689	47	9	that	that	PRON
fbem-23689	47	10	ensure	ensure	VERB
fbem-23689	47	11	economic	economic	ADJ
fbem-23689	47	12	and	and	CCONJ
fbem-23689	47	13	social	social	ADJ
fbem-23689	47	14	growth	growth	NOUN
fbem-23689	47	15	does	do	AUX
fbem-23689	47	16	not	not	PART
fbem-23689	47	17	detrimentally	detrimentally	ADV
fbem-23689	47	18	affect	affect	VERB
fbem-23689	47	19	future	future	ADJ
fbem-23689	47	20	generations	generation	NOUN
fbem-23689	47	21	while	while	SCONJ
fbem-23689	47	22	meeting	meet	VERB
fbem-23689	47	23	current	current	ADJ
fbem-23689	47	24	needs	need	NOUN
fbem-23689	47	25	.	.	PUNCT
fbem-23689	48	1	graph	graph	NOUN
fbem-23689	48	2	neural	neural	ADJ
fbem-23689	48	3	networks	network	NOUN
fbem-23689	48	4	are	be	AUX
fbem-23689	48	5	instrumental	instrumental	ADJ
fbem-23689	48	6	in	in	ADP
fbem-23689	48	7	evaluating	evaluate	VERB
fbem-23689	48	8	the	the	DET
fbem-23689	48	9	merits	merit	NOUN
fbem-23689	48	10	,	,	PUNCT
fbem-23689	48	11	challenges	challenge	NOUN
fbem-23689	48	12	,	,	PUNCT
fbem-23689	48	13	and	and	CCONJ
fbem-23689	48	14	viability	viability	NOUN
fbem-23689	48	15	of	of	ADP
fbem-23689	48	16	various	various	ADJ
fbem-23689	48	17	sustainable	sustainable	ADJ
fbem-23689	48	18	development	development	NOUN
fbem-23689	48	19	strategies	strategy	NOUN
fbem-23689	48	20	by	by	ADP
fbem-23689	48	21	analyzing	analyze	VERB
fbem-23689	48	22	data	datum	NOUN
fbem-23689	48	23	across	across	ADP
fbem-23689	48	24	different	different	ADJ
fbem-23689	48	25	industries	industry	NOUN
fbem-23689	48	26	,	,	PUNCT
fbem-23689	48	27	supply	supply	NOUN
fbem-23689	48	28	chains	chain	NOUN
fbem-23689	48	29	,	,	PUNCT
fbem-23689	48	30	and	and	CCONJ
fbem-23689	48	31	ecosystems	ecosystem	NOUN
fbem-23689	48	32	.	.	PUNCT
fbem-23689	49	1	this	this	DET
fbem-23689	49	2	aids	aid	NOUN
fbem-23689	49	3	in	in	ADP
fbem-23689	49	4	fostering	foster	VERB
fbem-23689	49	5	collaborations	collaboration	NOUN
fbem-23689	49	6	between	between	ADP
fbem-23689	49	7	businesses	business	NOUN
fbem-23689	49	8	and	and	CCONJ
fbem-23689	49	9	governments	government	NOUN
fbem-23689	49	10	to	to	PART
fbem-23689	49	11	support	support	VERB
fbem-23689	49	12	sustainable	sustainable	ADJ
fbem-23689	49	13	initiatives	initiative	NOUN
fbem-23689	49	14	.	.	PUNCT
fbem-23689	50	1	in	in	ADP
fbem-23689	50	2	summary	summary	NOUN
fbem-23689	50	3	,	,	PUNCT
fbem-23689	50	4	graph	graph	NOUN
fbem-23689	50	5	neural	neural	ADJ
fbem-23689	50	6	network	network	NOUN
fbem-23689	50	7	algorithms	algorithm	NOUN
fbem-23689	50	8	are	be	AUX
fbem-23689	50	9	valuable	valuable	ADJ
fbem-23689	50	10	tools	tool	NOUN
fbem-23689	50	11	in	in	ADP
fbem-23689	50	12	green	green	ADJ
fbem-23689	50	13	finance	finance	NOUN
fbem-23689	50	14	,	,	PUNCT
fbem-23689	50	15	enabling	enable	VERB
fbem-23689	50	16	more	more	ADV
fbem-23689	50	17	precise	precise	ADJ
fbem-23689	50	18	risk	risk	NOUN
fbem-23689	50	19	assessments	assessment	NOUN
fbem-23689	50	20	,	,	PUNCT
fbem-23689	50	21	improving	improve	VERB
fbem-23689	50	22	operational	operational	ADJ
fbem-23689	50	23	efficiencies	efficiency	NOUN
fbem-23689	50	24	,	,	PUNCT
fbem-23689	50	25	promoting	promote	VERB
fbem-23689	50	26	sustainable	sustainable	ADJ
fbem-23689	50	27	practices	practice	NOUN
fbem-23689	50	28	,	,	PUNCT
fbem-23689	50	29	and	and	CCONJ
fbem-23689	50	30	aiding	aid	VERB
fbem-23689	50	31	the	the	DET
fbem-23689	50	32	expansion	expansion	NOUN
fbem-23689	50	33	of	of	ADP
fbem-23689	50	34	green	green	ADJ
fbem-23689	50	35	finance	finance	NOUN
fbem-23689	50	36	through	through	ADP
fbem-23689	50	37	265	265	NUM
fbem-23689	50	38	detailed	detailed	ADJ
fbem-23689	50	39	data	datum	NOUN
fbem-23689	50	40	analysis	analysis	NOUN
fbem-23689	50	41	and	and	CCONJ
fbem-23689	50	42	modeling	modeling	NOUN
fbem-23689	50	43	[	[	X
fbem-23689	50	44	19	19	NUM
fbem-23689	50	45	-	-	SYM
fbem-23689	50	46	20	20	NUM
fbem-23689	50	47	]	]	PUNCT
fbem-23689	50	48	.	.	PUNCT
fbem-23689	51	1	3	3	X
fbem-23689	51	2	.	.	X
fbem-23689	51	3	experiment	experiment	NOUN
fbem-23689	51	4	on	on	ADP
fbem-23689	51	5	green	green	ADJ
fbem-23689	51	6	finance	finance	NOUN
fbem-23689	51	7	using	use	VERB
fbem-23689	51	8	graph	graph	NOUN
fbem-23689	51	9	neural	neural	ADJ
fbem-23689	51	10	network	network	NOUN
fbem-23689	51	11	algorithm	algorithm	PROPN
fbem-23689	51	12	3.1	3.1	NUM
fbem-23689	51	13	.	.	PUNCT
fbem-23689	52	1	objective	objective	NOUN
fbem-23689	52	2	of	of	ADP
fbem-23689	52	3	the	the	DET
fbem-23689	52	4	graph	graph	NOUN
fbem-23689	52	5	neural	neural	ADJ
fbem-23689	52	6	network	network	NOUN
fbem-23689	52	7	algorithm	algorithm	NOUN
fbem-23689	52	8	experiment	experiment	NOUN
fbem-23689	52	9	in	in	ADP
fbem-23689	52	10	green	green	ADJ
fbem-23689	52	11	finance	finance	NOUN
fbem-23689	52	12	this	this	DET
fbem-23689	52	13	experiment	experiment	NOUN
fbem-23689	52	14	is	be	AUX
fbem-23689	52	15	designed	design	VERB
fbem-23689	52	16	to	to	PART
fbem-23689	52	17	evaluate	evaluate	VERB
fbem-23689	52	18	the	the	DET
fbem-23689	52	19	deployment	deployment	NOUN
fbem-23689	52	20	of	of	ADP
fbem-23689	52	21	graph	graph	NOUN
fbem-23689	52	22	neural	neural	ADJ
fbem-23689	52	23	network	network	NOUN
fbem-23689	52	24	algorithms	algorithm	NOUN
fbem-23689	52	25	within	within	ADP
fbem-23689	52	26	the	the	DET
fbem-23689	52	27	sphere	sphere	NOUN
fbem-23689	52	28	of	of	ADP
fbem-23689	52	29	green	green	ADJ
fbem-23689	52	30	finance	finance	NOUN
fbem-23689	52	31	.	.	PUNCT
fbem-23689	53	1	as	as	SCONJ
fbem-23689	53	2	an	an	DET
fbem-23689	53	3	emerging	emerge	VERB
fbem-23689	53	4	domain	domain	NOUN
fbem-23689	53	5	focused	focus	VERB
fbem-23689	53	6	on	on	ADP
fbem-23689	53	7	achieving	achieve	VERB
fbem-23689	53	8	sustainable	sustainable	ADJ
fbem-23689	53	9	development	development	NOUN
fbem-23689	53	10	goals	goal	NOUN
fbem-23689	53	11	through	through	ADP
fbem-23689	53	12	environmentally	environmentally	ADV
fbem-23689	53	13	sustainable	sustainable	ADJ
fbem-23689	53	14	financial	financial	ADJ
fbem-23689	53	15	services	service	NOUN
fbem-23689	53	16	,	,	PUNCT
fbem-23689	53	17	green	green	ADJ
fbem-23689	53	18	finance	finance	NOUN
fbem-23689	53	19	has	have	AUX
fbem-23689	53	20	become	become	VERB
fbem-23689	53	21	increasingly	increasingly	ADV
fbem-23689	53	22	critical	critical	ADJ
fbem-23689	53	23	due	due	ADJ
fbem-23689	53	24	to	to	ADP
fbem-23689	53	25	escalating	escalate	VERB
fbem-23689	53	26	climate	climate	NOUN
fbem-23689	53	27	change	change	NOUN
fbem-23689	53	28	concerns	concern	NOUN
fbem-23689	53	29	.	.	PUNCT
fbem-23689	54	1	the	the	DET
fbem-23689	54	2	experiment	experiment	NOUN
fbem-23689	54	3	will	will	AUX
fbem-23689	54	4	assess	assess	VERB
fbem-23689	54	5	the	the	DET
fbem-23689	54	6	application	application	NOUN
fbem-23689	54	7	of	of	ADP
fbem-23689	54	8	graph	graph	NOUN
fbem-23689	54	9	neural	neural	ADJ
fbem-23689	54	10	network	network	NOUN
fbem-23689	54	11	algorithms	algorithm	NOUN
fbem-23689	54	12	in	in	ADP
fbem-23689	54	13	green	green	ADJ
fbem-23689	54	14	finance	finance	NOUN
fbem-23689	54	15	,	,	PUNCT
fbem-23689	54	16	examining	examine	VERB
fbem-23689	54	17	their	their	PRON
fbem-23689	54	18	strengths	strength	NOUN
fbem-23689	54	19	,	,	PUNCT
fbem-23689	54	20	weaknesses	weakness	NOUN
fbem-23689	54	21	,	,	PUNCT
fbem-23689	54	22	and	and	CCONJ
fbem-23689	54	23	operational	operational	ADJ
fbem-23689	54	24	efficacy	efficacy	NOUN
fbem-23689	54	25	.	.	PUNCT
fbem-23689	55	1	3.2	3.2	NUM
fbem-23689	55	2	.	.	PUNCT
fbem-23689	56	1	analysis	analysis	NOUN
fbem-23689	56	2	of	of	ADP
fbem-23689	56	3	green	green	ADJ
fbem-23689	56	4	finance	finance	NOUN
fbem-23689	56	5	using	use	VERB
fbem-23689	56	6	graph	graph	NOUN
fbem-23689	56	7	neural	neural	ADJ
fbem-23689	56	8	network	network	NOUN
fbem-23689	56	9	algorithms	algorithm	NOUN
fbem-23689	56	10	for	for	ADP
fbem-23689	56	11	this	this	DET
fbem-23689	56	12	experiment	experiment	NOUN
fbem-23689	56	13	,	,	PUNCT
fbem-23689	56	14	the	the	DET
fbem-23689	56	15	greenbonds	greenbond	NOUN
fbem-23689	56	16	dataset	dataset	VERB
fbem-23689	56	17	—	—	PUNCT
fbem-23689	56	18	a	a	DET
fbem-23689	56	19	standard	standard	NOUN
fbem-23689	56	20	dataset	dataset	NOUN
fbem-23689	56	21	for	for	ADP
fbem-23689	56	22	studying	study	VERB
fbem-23689	56	23	green	green	ADJ
fbem-23689	56	24	bond	bond	NOUN
fbem-23689	56	25	financing	financing	NOUN
fbem-23689	56	26	—	—	PUNCT
fbem-23689	56	27	was	be	AUX
fbem-23689	56	28	employed	employ	VERB
fbem-23689	56	29	.	.	PUNCT
fbem-23689	57	1	by	by	ADP
fbem-23689	57	2	applying	apply	VERB
fbem-23689	57	3	graph	graph	NOUN
fbem-23689	57	4	neural	neural	ADJ
fbem-23689	57	5	network	network	NOUN
fbem-23689	57	6	algorithms	algorithm	NOUN
fbem-23689	57	7	to	to	ADP
fbem-23689	57	8	this	this	DET
fbem-23689	57	9	dataset	dataset	NOUN
fbem-23689	57	10	,	,	PUNCT
fbem-23689	57	11	the	the	DET
fbem-23689	57	12	experiment	experiment	NOUN
fbem-23689	57	13	effectively	effectively	ADV
fbem-23689	57	14	assesses	assess	VERB
fbem-23689	57	15	how	how	SCONJ
fbem-23689	57	16	environmental	environmental	ADJ
fbem-23689	57	17	factors	factor	NOUN
fbem-23689	57	18	and	and	CCONJ
fbem-23689	57	19	eco	eco	NOUN
fbem-23689	57	20	-	-	PUNCT
fbem-23689	57	21	investment	investment	NOUN
fbem-23689	57	22	considerations	consideration	NOUN
fbem-23689	57	23	influence	influence	VERB
fbem-23689	57	24	bond	bond	NOUN
fbem-23689	57	25	issuance	issuance	NOUN
fbem-23689	57	26	.	.	PUNCT
fbem-23689	58	1	a	a	DET
fbem-23689	58	2	predictive	predictive	ADJ
fbem-23689	58	3	model	model	NOUN
fbem-23689	58	4	spanning	span	VERB
fbem-23689	58	5	one	one	NUM
fbem-23689	58	6	year	year	NOUN
fbem-23689	58	7	was	be	AUX
fbem-23689	58	8	developed	develop	VERB
fbem-23689	58	9	using	use	VERB
fbem-23689	58	10	the	the	DET
fbem-23689	58	11	graph	graph	NOUN
fbem-23689	58	12	neural	neural	ADJ
fbem-23689	58	13	network	network	NOUN
fbem-23689	58	14	algorithm	algorithm	NOUN
fbem-23689	58	15	to	to	PART
fbem-23689	58	16	forecast	forecast	VERB
fbem-23689	58	17	the	the	DET
fbem-23689	58	18	likelihood	likelihood	NOUN
fbem-23689	58	19	of	of	ADP
fbem-23689	58	20	green	green	ADJ
fbem-23689	58	21	bond	bond	NOUN
fbem-23689	58	22	issuance	issuance	NOUN
fbem-23689	58	23	and	and	CCONJ
fbem-23689	58	24	the	the	DET
fbem-23689	58	25	prospective	prospective	ADJ
fbem-23689	58	26	amounts	amount	NOUN
fbem-23689	58	27	.	.	PUNCT
fbem-23689	59	1	this	this	DET
fbem-23689	59	2	algorithmic	algorithmic	ADJ
fbem-23689	59	3	approach	approach	NOUN
fbem-23689	59	4	enables	enable	VERB
fbem-23689	59	5	precise	precise	ADJ
fbem-23689	59	6	predictions	prediction	NOUN
fbem-23689	59	7	and	and	CCONJ
fbem-23689	59	8	handles	handle	VERB
fbem-23689	59	9	complex	complex	ADJ
fbem-23689	59	10	data	datum	NOUN
fbem-23689	59	11	related	relate	VERB
fbem-23689	59	12	to	to	ADP
fbem-23689	59	13	green	green	ADJ
fbem-23689	59	14	bonds	bond	NOUN
fbem-23689	59	15	more	more	ADV
fbem-23689	59	16	effectively	effectively	ADV
fbem-23689	59	17	than	than	ADP
fbem-23689	59	18	traditional	traditional	ADJ
fbem-23689	59	19	models	model	NOUN
fbem-23689	59	20	,	,	PUNCT
fbem-23689	59	21	thus	thus	ADV
fbem-23689	59	22	enhancing	enhance	VERB
fbem-23689	59	23	the	the	DET
fbem-23689	59	24	accuracy	accuracy	NOUN
fbem-23689	59	25	and	and	CCONJ
fbem-23689	59	26	precision	precision	NOUN
fbem-23689	59	27	of	of	ADP
fbem-23689	59	28	bond	bond	NOUN
fbem-23689	59	29	issuance	issuance	NOUN
fbem-23689	59	30	predictions	prediction	NOUN
fbem-23689	59	31	and	and	CCONJ
fbem-23689	59	32	aiding	aid	VERB
fbem-23689	59	33	the	the	DET
fbem-23689	59	34	growth	growth	NOUN
fbem-23689	59	35	of	of	ADP
fbem-23689	59	36	green	green	ADJ
fbem-23689	59	37	financial	financial	ADJ
fbem-23689	59	38	markets	market	NOUN
fbem-23689	59	39	.	.	PUNCT
fbem-23689	60	1	3.3	3.3	NUM
fbem-23689	60	2	.	.	PUNCT
fbem-23689	60	3	results	result	NOUN
fbem-23689	60	4	of	of	ADP
fbem-23689	60	5	the	the	DET
fbem-23689	60	6	graph	graph	NOUN
fbem-23689	60	7	neural	neural	ADJ
fbem-23689	60	8	network	network	NOUN
fbem-23689	60	9	algorithm	algorithm	NOUN
fbem-23689	60	10	in	in	ADP
fbem-23689	60	11	green	green	ADJ
fbem-23689	60	12	finance	finance	NOUN
fbem-23689	60	13	the	the	DET
fbem-23689	60	14	dataset	dataset	NOUN
fbem-23689	60	15	was	be	AUX
fbem-23689	60	16	segmented	segment	VERB
fbem-23689	60	17	into	into	ADP
fbem-23689	60	18	two	two	NUM
fbem-23689	60	19	categories	category	NOUN
fbem-23689	60	20	:	:	PUNCT
fbem-23689	60	21	the	the	DET
fbem-23689	60	22	first	first	ADV
fbem-23689	60	23	encompassed	encompass	VERB
fbem-23689	60	24	all	all	DET
fbem-23689	60	25	green	green	ADJ
fbem-23689	60	26	bonds	bond	NOUN
fbem-23689	60	27	issued	issue	VERB
fbem-23689	60	28	from	from	ADP
fbem-23689	60	29	2014	2014	NUM
fbem-23689	60	30	to	to	ADP
fbem-23689	60	31	2016	2016	NUM
fbem-23689	60	32	,	,	PUNCT
fbem-23689	60	33	while	while	SCONJ
fbem-23689	60	34	the	the	DET
fbem-23689	60	35	second	second	ADJ
fbem-23689	60	36	predicted	predict	VERB
fbem-23689	60	37	green	green	ADJ
fbem-23689	60	38	bonds	bond	NOUN
fbem-23689	60	39	to	to	PART
fbem-23689	60	40	be	be	AUX
fbem-23689	60	41	issued	issue	VERB
fbem-23689	60	42	from	from	ADP
fbem-23689	60	43	2017	2017	NUM
fbem-23689	60	44	to	to	ADP
fbem-23689	60	45	2019	2019	NUM
fbem-23689	60	46	.	.	PUNCT
fbem-23689	61	1	the	the	DET
fbem-23689	61	2	findings	finding	NOUN
fbem-23689	61	3	indicated	indicate	VERB
fbem-23689	61	4	that	that	SCONJ
fbem-23689	61	5	the	the	DET
fbem-23689	61	6	graph	graph	NOUN
fbem-23689	61	7	neural	neural	ADJ
fbem-23689	61	8	network	network	NOUN
fbem-23689	61	9	algorithms	algorithm	NOUN
fbem-23689	61	10	significantly	significantly	ADV
fbem-23689	61	11	outperformed	outperform	VERB
fbem-23689	61	12	traditional	traditional	ADJ
fbem-23689	61	13	prediction	prediction	NOUN
fbem-23689	61	14	methods	method	NOUN
fbem-23689	61	15	.	.	PUNCT
fbem-23689	62	1	specifically	specifically	ADV
fbem-23689	62	2	,	,	PUNCT
fbem-23689	62	3	these	these	DET
fbem-23689	62	4	algorithms	algorithm	NOUN
fbem-23689	62	5	achieved	achieve	VERB
fbem-23689	62	6	an	an	DET
fbem-23689	62	7	accuracy	accuracy	NOUN
fbem-23689	62	8	rate	rate	NOUN
fbem-23689	62	9	of	of	ADP
fbem-23689	62	10	98.7	98.7	NUM
fbem-23689	62	11	%	%	NOUN
fbem-23689	62	12	,	,	PUNCT
fbem-23689	62	13	affirming	affirm	VERB
fbem-23689	62	14	their	their	PRON
fbem-23689	62	15	efficacy	efficacy	NOUN
fbem-23689	62	16	as	as	ADP
fbem-23689	62	17	robust	robust	ADJ
fbem-23689	62	18	predictive	predictive	ADJ
fbem-23689	62	19	tools	tool	NOUN
fbem-23689	62	20	for	for	ADP
fbem-23689	62	21	green	green	ADJ
fbem-23689	62	22	bond	bond	NOUN
fbem-23689	62	23	issuance	issuance	NOUN
fbem-23689	62	24	and	and	CCONJ
fbem-23689	62	25	demonstrating	demonstrate	VERB
fbem-23689	62	26	their	their	PRON
fbem-23689	62	27	potential	potential	NOUN
fbem-23689	62	28	to	to	PART
fbem-23689	62	29	substantially	substantially	ADV
fbem-23689	62	30	advance	advance	VERB
fbem-23689	62	31	the	the	DET
fbem-23689	62	32	development	development	NOUN
fbem-23689	62	33	of	of	ADP
fbem-23689	62	34	green	green	ADJ
fbem-23689	62	35	financial	financial	ADJ
fbem-23689	62	36	markets	market	NOUN
fbem-23689	62	37	.	.	PUNCT
fbem-23689	63	1	table	table	NOUN
fbem-23689	63	2	1	1	NUM
fbem-23689	63	3	.	.	PUNCT
fbem-23689	63	4	green	green	ADJ
fbem-23689	63	5	bond	bond	NOUN
fbem-23689	63	6	data	datum	NOUN
fbem-23689	63	7	for	for	ADP
fbem-23689	63	8	the	the	DET
fbem-23689	63	9	period	period	NOUN
fbem-23689	63	10	from	from	ADP
fbem-23689	63	11	2014	2014	NUM
fbem-23689	63	12	to	to	ADP
fbem-23689	63	13	2016	2016	NUM
fbem-23689	63	14	issuer	issuer	NOUN
fbem-23689	63	15	bond	bond	NOUN
fbem-23689	63	16	amount	amount	NOUN
fbem-23689	63	17	bond	bond	NOUN
fbem-23689	63	18	type	type	NOUN
fbem-23689	63	19	due	due	ADJ
fbem-23689	63	20	year	year	NOUN
fbem-23689	63	21	company	company	NOUN
fbem-23689	63	22	a	a	DET
fbem-23689	63	23	10	10	NUM
fbem-23689	63	24	million	million	NUM
fbem-23689	63	25	us	us	PROPN
fbem-23689	63	26	dollars	dollar	VERB
fbem-23689	63	27	green	green	ADJ
fbem-23689	63	28	bonds	bond	NOUN
fbem-23689	63	29	2020	2020	NUM
fbem-23689	63	30	company	company	NOUN
fbem-23689	63	31	b	b	PROPN
fbem-23689	63	32	50	50	NUM
fbem-23689	63	33	million	million	NUM
fbem-23689	63	34	us	us	PROPN
fbem-23689	63	35	dollars	dollar	VERB
fbem-23689	63	36	green	green	ADJ
fbem-23689	63	37	bond	bond	NOUN
fbem-23689	63	38	2025	2025	NUM
fbem-23689	63	39	company	company	NOUN
fbem-23689	63	40	c	c	NOUN
fbem-23689	63	41	75	75	NUM
fbem-23689	63	42	million	million	NUM
fbem-23689	63	43	us	us	PROPN
fbem-23689	63	44	dollars	dollar	VERB
fbem-23689	63	45	green	green	ADJ
fbem-23689	63	46	bond	bond	NOUN
fbem-23689	63	47	2030	2030	NUM
fbem-23689	63	48	table	table	NOUN
fbem-23689	63	49	1	1	NUM
fbem-23689	63	50	outlines	outline	VERB
fbem-23689	63	51	crucial	crucial	ADJ
fbem-23689	63	52	details	detail	NOUN
fbem-23689	63	53	such	such	ADJ
fbem-23689	63	54	as	as	ADP
fbem-23689	63	55	the	the	DET
fbem-23689	63	56	issuer	issuer	NOUN
fbem-23689	63	57	,	,	PUNCT
fbem-23689	63	58	bond	bond	NOUN
fbem-23689	63	59	amount	amount	NOUN
fbem-23689	63	60	,	,	PUNCT
fbem-23689	63	61	bond	bond	NOUN
fbem-23689	63	62	type	type	NOUN
fbem-23689	63	63	,	,	PUNCT
fbem-23689	63	64	and	and	CCONJ
fbem-23689	63	65	maturity	maturity	NOUN
fbem-23689	63	66	date	date	NOUN
fbem-23689	63	67	of	of	ADP
fbem-23689	63	68	green	green	ADJ
fbem-23689	63	69	bonds	bond	NOUN
fbem-23689	63	70	.	.	PUNCT
fbem-23689	64	1	the	the	DET
fbem-23689	64	2	bond	bond	NOUN
fbem-23689	64	3	values	value	NOUN
fbem-23689	64	4	are	be	AUX
fbem-23689	64	5	expressed	express	VERB
fbem-23689	64	6	in	in	ADP
fbem-23689	64	7	millions	million	NOUN
fbem-23689	64	8	of	of	ADP
fbem-23689	64	9	dollars	dollar	NOUN
fbem-23689	64	10	.	.	PUNCT
fbem-23689	65	1	specifically	specifically	ADV
fbem-23689	65	2	,	,	PUNCT
fbem-23689	65	3	company	company	NOUN
fbem-23689	65	4	a	a	PRON
fbem-23689	65	5	issued	issue	VERB
fbem-23689	65	6	a	a	DET
fbem-23689	65	7	green	green	ADJ
fbem-23689	65	8	bond	bond	NOUN
fbem-23689	65	9	valued	value	VERB
fbem-23689	65	10	at	at	ADP
fbem-23689	65	11	10	10	NUM
fbem-23689	65	12	million	million	NUM
fbem-23689	65	13	dollars	dollar	NOUN
fbem-23689	65	14	,	,	PUNCT
fbem-23689	65	15	company	company	NOUN
fbem-23689	65	16	b	b	PROPN
fbem-23689	65	17	at	at	ADP
fbem-23689	65	18	50	50	NUM
fbem-23689	65	19	million	million	NUM
fbem-23689	65	20	dollars	dollar	NOUN
fbem-23689	65	21	,	,	PUNCT
fbem-23689	65	22	and	and	CCONJ
fbem-23689	65	23	company	company	NOUN
fbem-23689	65	24	c	c	PROPN
fbem-23689	65	25	at	at	ADP
fbem-23689	65	26	75	75	NUM
fbem-23689	65	27	million	million	NUM
fbem-23689	65	28	dollars	dollar	NOUN
fbem-23689	65	29	.	.	PUNCT
fbem-23689	66	1	this	this	DET
fbem-23689	66	2	data	datum	NOUN
fbem-23689	66	3	from	from	ADP
fbem-23689	66	4	table	table	NOUN
fbem-23689	66	5	1	1	NUM
fbem-23689	66	6	is	be	AUX
fbem-23689	66	7	instrumental	instrumental	ADJ
fbem-23689	66	8	in	in	ADP
fbem-23689	66	9	assessing	assess	VERB
fbem-23689	66	10	the	the	DET
fbem-23689	66	11	performance	performance	NOUN
fbem-23689	66	12	of	of	ADP
fbem-23689	66	13	various	various	ADJ
fbem-23689	66	14	companies	company	NOUN
fbem-23689	66	15	within	within	ADP
fbem-23689	66	16	the	the	DET
fbem-23689	66	17	green	green	ADJ
fbem-23689	66	18	finance	finance	NOUN
fbem-23689	66	19	sector	sector	NOUN
fbem-23689	66	20	and	and	CCONJ
fbem-23689	66	21	understanding	understand	VERB
fbem-23689	66	22	the	the	DET
fbem-23689	66	23	effects	effect	NOUN
fbem-23689	66	24	of	of	ADP
fbem-23689	66	25	bond	bond	NOUN
fbem-23689	66	26	maturity	maturity	NOUN
fbem-23689	66	27	on	on	ADP
fbem-23689	66	28	issuers	issuer	NOUN
fbem-23689	66	29	.	.	PUNCT
fbem-23689	67	1	table	table	NOUN
fbem-23689	67	2	2	2	NUM
fbem-23689	67	3	.	.	PUNCT
fbem-23689	67	4	forecast	forecast	NOUN
fbem-23689	67	5	of	of	ADP
fbem-23689	67	6	green	green	ADJ
fbem-23689	67	7	bond	bond	NOUN
fbem-23689	67	8	data	datum	NOUN
fbem-23689	67	9	from	from	ADP
fbem-23689	67	10	2017	2017	NUM
fbem-23689	67	11	to	to	ADP
fbem-23689	67	12	2019	2019	NUM
fbem-23689	67	13	using	use	VERB
fbem-23689	67	14	graph	graph	NOUN
fbem-23689	67	15	neural	neural	ADJ
fbem-23689	67	16	network	network	NOUN
fbem-23689	67	17	algorithms	algorithms	PROPN
fbem-23689	67	18	issuer	issuer	NOUN
fbem-23689	67	19	predicted	predict	VERB
fbem-23689	67	20	bond	bond	NOUN
fbem-23689	67	21	amount	amount	NOUN
fbem-23689	67	22	bond	bond	NOUN
fbem-23689	67	23	type	type	NOUN
fbem-23689	67	24	due	due	ADJ
fbem-23689	67	25	year	year	NOUN
fbem-23689	67	26	company	company	NOUN
fbem-23689	67	27	a	a	DET
fbem-23689	67	28	12	12	NUM
fbem-23689	67	29	million	million	NUM
fbem-23689	67	30	us	us	PROPN
fbem-23689	67	31	dollars	dollar	NOUN
fbem-23689	67	32	green	green	ADJ
fbem-23689	67	33	bond	bond	NOUN
fbem-23689	67	34	2025	2025	NUM
fbem-23689	67	35	company	company	NOUN
fbem-23689	67	36	b	b	PROPN
fbem-23689	67	37	55	55	NUM
fbem-23689	67	38	million	million	NUM
fbem-23689	67	39	us	us	PROPN
fbem-23689	67	40	dollars	dollar	VERB
fbem-23689	67	41	green	green	ADJ
fbem-23689	67	42	bond	bond	PROPN
fbem-23689	67	43	2030	2030	NUM
fbem-23689	67	44	company	company	NOUN
fbem-23689	67	45	c	c	NOUN
fbem-23689	67	46	90	90	NUM
fbem-23689	67	47	million	million	NUM
fbem-23689	68	1	us	us	PROPN
fbem-23689	68	2	dollars	dollar	VERB
fbem-23689	68	3	green	green	ADJ
fbem-23689	68	4	bond	bond	NOUN
fbem-23689	68	5	2035	2035	NUM
fbem-23689	68	6	table	table	NOUN
fbem-23689	68	7	2	2	NUM
fbem-23689	68	8	presents	present	NOUN
fbem-23689	68	9	predictions	prediction	NOUN
fbem-23689	68	10	for	for	ADP
fbem-23689	68	11	green	green	ADJ
fbem-23689	68	12	bond	bond	NOUN
fbem-23689	68	13	issuances	issuance	NOUN
fbem-23689	68	14	between	between	ADP
fbem-23689	68	15	2017	2017	NUM
fbem-23689	68	16	and	and	CCONJ
fbem-23689	68	17	2019	2019	NUM
fbem-23689	68	18	,	,	PUNCT
fbem-23689	68	19	calculated	calculate	VERB
fbem-23689	68	20	using	use	VERB
fbem-23689	68	21	a	a	DET
fbem-23689	68	22	graph	graph	NOUN
fbem-23689	68	23	neural	neural	ADJ
fbem-23689	68	24	network	network	NOUN
fbem-23689	68	25	algorithm	algorithm	NOUN
fbem-23689	68	26	.	.	PUNCT
fbem-23689	69	1	the	the	DET
fbem-23689	69	2	predicted	predict	VERB
fbem-23689	69	3	bond	bond	NOUN
fbem-23689	69	4	amounts	amount	NOUN
fbem-23689	69	5	are	be	AUX
fbem-23689	69	6	also	also	ADV
fbem-23689	69	7	denoted	denote	VERB
fbem-23689	69	8	in	in	ADP
fbem-23689	69	9	millions	million	NOUN
fbem-23689	69	10	of	of	ADP
fbem-23689	69	11	dollars	dollar	NOUN
fbem-23689	69	12	.	.	PUNCT
fbem-23689	70	1	the	the	DET
fbem-23689	70	2	forecasts	forecast	NOUN
fbem-23689	70	3	are	be	AUX
fbem-23689	70	4	as	as	SCONJ
fbem-23689	70	5	follows	follow	VERB
fbem-23689	70	6	:	:	PUNCT
fbem-23689	70	7	company	company	NOUN
fbem-23689	70	8	a	a	NOUN
fbem-23689	70	9	is	be	AUX
fbem-23689	70	10	expected	expect	VERB
fbem-23689	70	11	to	to	PART
fbem-23689	70	12	issue	issue	VERB
fbem-23689	70	13	green	green	ADJ
fbem-23689	70	14	bonds	bond	NOUN
fbem-23689	70	15	worth	worth	ADJ
fbem-23689	70	16	12	12	NUM
fbem-23689	70	17	million	million	NUM
fbem-23689	70	18	dollars	dollar	NOUN
fbem-23689	70	19	,	,	PUNCT
fbem-23689	70	20	company	company	NOUN
fbem-23689	70	21	b	b	PROPN
fbem-23689	70	22	55	55	NUM
fbem-23689	70	23	million	million	NUM
fbem-23689	70	24	dollars	dollar	NOUN
fbem-23689	70	25	,	,	PUNCT
fbem-23689	70	26	and	and	CCONJ
fbem-23689	70	27	company	company	NOUN
fbem-23689	70	28	c	c	NOUN
fbem-23689	70	29	90	90	NUM
fbem-23689	70	30	million	million	NUM
fbem-23689	70	31	dollars	dollar	NOUN
fbem-23689	70	32	.	.	PUNCT
fbem-23689	71	1	this	this	DET
fbem-23689	71	2	table	table	NOUN
fbem-23689	71	3	not	not	PART
fbem-23689	71	4	only	only	ADV
fbem-23689	71	5	demonstrates	demonstrate	VERB
fbem-23689	71	6	the	the	DET
fbem-23689	71	7	accuracy	accuracy	NOUN
fbem-23689	71	8	and	and	CCONJ
fbem-23689	71	9	utility	utility	NOUN
fbem-23689	71	10	of	of	ADP
fbem-23689	71	11	the	the	DET
fbem-23689	71	12	graph	graph	NOUN
fbem-23689	71	13	neural	neural	ADJ
fbem-23689	71	14	network	network	NOUN
fbem-23689	71	15	algorithm	algorithm	NOUN
fbem-23689	71	16	in	in	ADP
fbem-23689	71	17	forecasting	forecast	VERB
fbem-23689	71	18	green	green	ADJ
fbem-23689	71	19	bond	bond	NOUN
fbem-23689	71	20	issuances	issuance	NOUN
fbem-23689	71	21	but	but	CCONJ
fbem-23689	71	22	also	also	ADV
fbem-23689	71	23	serves	serve	VERB
fbem-23689	71	24	as	as	ADP
fbem-23689	71	25	a	a	DET
fbem-23689	71	26	valuable	valuable	ADJ
fbem-23689	71	27	data	datum	NOUN
fbem-23689	71	28	resource	resource	NOUN
fbem-23689	71	29	for	for	ADP
fbem-23689	71	30	investors	investor	NOUN
fbem-23689	71	31	considering	consider	VERB
fbem-23689	71	32	opportunities	opportunity	NOUN
fbem-23689	71	33	in	in	ADP
fbem-23689	71	34	green	green	ADJ
fbem-23689	71	35	finance	finance	NOUN
fbem-23689	71	36	.	.	PUNCT
fbem-23689	72	1	4	4	X
fbem-23689	72	2	.	.	X
fbem-23689	72	3	verification	verification	NOUN
fbem-23689	72	4	of	of	ADP
fbem-23689	72	5	green	green	ADJ
fbem-23689	72	6	finance	finance	NOUN
fbem-23689	72	7	using	use	VERB
fbem-23689	72	8	graphical	graphical	ADJ
fbem-23689	72	9	neural	neural	ADJ
fbem-23689	72	10	network	network	NOUN
fbem-23689	72	11	algorithms	algorithm	VERB
fbem-23689	72	12	4.1	4.1	NUM
fbem-23689	72	13	.	.	PUNCT
fbem-23689	73	1	current	current	ADJ
fbem-23689	73	2	status	status	NOUN
fbem-23689	73	3	of	of	ADP
fbem-23689	73	4	green	green	ADJ
fbem-23689	73	5	finance	finance	NOUN
fbem-23689	73	6	with	with	ADP
fbem-23689	73	7	graph	graph	NOUN
fbem-23689	73	8	neural	neural	ADJ
fbem-23689	73	9	networks	network	NOUN
fbem-23689	73	10	as	as	ADP
fbem-23689	73	11	global	global	ADJ
fbem-23689	73	12	climate	climate	NOUN
fbem-23689	73	13	change	change	NOUN
fbem-23689	73	14	intensifies	intensifie	NOUN
fbem-23689	73	15	,	,	PUNCT
fbem-23689	73	16	environmental	environmental	ADJ
fbem-23689	73	17	protection	protection	NOUN
fbem-23689	73	18	has	have	AUX
fbem-23689	73	19	become	become	VERB
fbem-23689	73	20	a	a	DET
fbem-23689	73	21	universally	universally	ADV
fbem-23689	73	22	prioritized	prioritize	VERB
fbem-23689	73	23	issue	issue	NOUN
fbem-23689	73	24	.	.	PUNCT
fbem-23689	74	1	green	green	ADJ
fbem-23689	74	2	finance	finance	PROPN
fbem-23689	74	3	,	,	PUNCT
fbem-23689	74	4	which	which	PRON
fbem-23689	74	5	encompasses	encompass	VERB
fbem-23689	74	6	financial	financial	ADJ
fbem-23689	74	7	products	product	NOUN
fbem-23689	74	8	and	and	CCONJ
fbem-23689	74	9	services	service	NOUN
fbem-23689	74	10	aimed	aim	VERB
fbem-23689	74	11	at	at	ADP
fbem-23689	74	12	environmental	environmental	ADJ
fbem-23689	74	13	protection	protection	NOUN
fbem-23689	74	14	and	and	CCONJ
fbem-23689	74	15	sustainable	sustainable	ADJ
fbem-23689	74	16	development	development	NOUN
fbem-23689	74	17	,	,	PUNCT
fbem-23689	74	18	increasingly	increasingly	ADV
fbem-23689	74	19	relies	rely	VERB
fbem-23689	74	20	on	on	ADP
fbem-23689	74	21	the	the	DET
fbem-23689	74	22	graph	graph	NOUN
fbem-23689	74	23	neural	neural	ADJ
fbem-23689	74	24	network	network	NOUN
fbem-23689	74	25	algorithm	algorithm	NOUN
fbem-23689	74	26	.	.	PUNCT
fbem-23689	75	1	this	this	DET
fbem-23689	75	2	machine	machine	NOUN
fbem-23689	75	3	learning	learn	VERB
fbem-23689	75	4	algorithm	algorithm	NOUN
fbem-23689	75	5	is	be	AUX
fbem-23689	75	6	adept	adept	ADJ
fbem-23689	75	7	at	at	ADP
fbem-23689	75	8	solving	solve	VERB
fbem-23689	75	9	nonlinear	nonlinear	ADJ
fbem-23689	75	10	problems	problem	NOUN
fbem-23689	75	11	and	and	CCONJ
fbem-23689	75	12	has	have	AUX
fbem-23689	75	13	been	be	AUX
fbem-23689	75	14	effectively	effectively	ADV
fbem-23689	75	15	utilized	utilize	VERB
fbem-23689	75	16	to	to	PART
fbem-23689	75	17	analyze	analyze	VERB
fbem-23689	75	18	a	a	DET
fbem-23689	75	19	vast	vast	ADJ
fbem-23689	75	20	array	array	NOUN
fbem-23689	75	21	of	of	ADP
fbem-23689	75	22	historical	historical	ADJ
fbem-23689	75	23	data	datum	NOUN
fbem-23689	75	24	,	,	PUNCT
fbem-23689	75	25	thus	thus	ADV
fbem-23689	75	26	enhancing	enhance	VERB
fbem-23689	75	27	investor	investor	NOUN
fbem-23689	75	28	understanding	understanding	NOUN
fbem-23689	75	29	of	of	ADP
fbem-23689	75	30	the	the	DET
fbem-23689	75	31	green	green	ADJ
fbem-23689	75	32	finance	finance	NOUN
fbem-23689	75	33	market	market	NOUN
fbem-23689	75	34	.	.	PUNCT
fbem-23689	76	1	4.2	4.2	NUM
fbem-23689	76	2	.	.	PUNCT
fbem-23689	76	3	evaluating	evaluate	VERB
fbem-23689	76	4	green	green	ADJ
fbem-23689	76	5	finance	finance	NOUN
fbem-23689	76	6	through	through	ADP
fbem-23689	76	7	graph	graph	NOUN
fbem-23689	76	8	neural	neural	ADJ
fbem-23689	76	9	networks	network	NOUN
fbem-23689	76	10	this	this	DET
fbem-23689	76	11	section	section	NOUN
fbem-23689	76	12	explores	explore	VERB
fbem-23689	76	13	how	how	SCONJ
fbem-23689	76	14	graph	graph	NOUN
fbem-23689	76	15	neural	neural	ADJ
fbem-23689	76	16	networks	network	NOUN
fbem-23689	76	17	are	be	AUX
fbem-23689	76	18	applied	apply	VERB
fbem-23689	76	19	to	to	PART
fbem-23689	76	20	analyze	analyze	VERB
fbem-23689	76	21	extensive	extensive	ADJ
fbem-23689	76	22	historical	historical	ADJ
fbem-23689	76	23	datasets	dataset	NOUN
fbem-23689	76	24	,	,	PUNCT
fbem-23689	76	25	including	include	VERB
fbem-23689	76	26	climate	climate	NOUN
fbem-23689	76	27	,	,	PUNCT
fbem-23689	76	28	green	green	ADJ
fbem-23689	76	29	energy	energy	NOUN
fbem-23689	76	30	,	,	PUNCT
fbem-23689	76	31	and	and	CCONJ
fbem-23689	76	32	environmental	environmental	ADJ
fbem-23689	76	33	technology	technology	NOUN
fbem-23689	76	34	information	information	NOUN
fbem-23689	76	35	.	.	PUNCT
fbem-23689	77	1	these	these	DET
fbem-23689	77	2	algorithms	algorithm	NOUN
fbem-23689	77	3	perform	perform	VERB
fbem-23689	77	4	robustly	robustly	ADV
fbem-23689	77	5	in	in	ADP
fbem-23689	77	6	green	green	ADJ
fbem-23689	77	7	finance	finance	NOUN
fbem-23689	77	8	by	by	ADP
fbem-23689	77	9	forecasting	forecast	VERB
fbem-23689	77	10	market	market	NOUN
fbem-23689	77	11	trends	trend	NOUN
fbem-23689	77	12	and	and	CCONJ
fbem-23689	77	13	identifying	identify	VERB
fbem-23689	77	14	investment	investment	NOUN
fbem-23689	77	15	directions	direction	NOUN
fbem-23689	77	16	.	.	PUNCT
fbem-23689	78	1	they	they	PRON
fbem-23689	78	2	are	be	AUX
fbem-23689	78	3	particularly	particularly	ADV
fbem-23689	78	4	useful	useful	ADJ
fbem-23689	78	5	in	in	ADP
fbem-23689	78	6	pinpointing	pinpoint	VERB
fbem-23689	78	7	emerging	emerge	VERB
fbem-23689	78	8	opportunities	opportunity	NOUN
fbem-23689	78	9	within	within	ADP
fbem-23689	78	10	sectors	sector	NOUN
fbem-23689	78	11	like	like	ADP
fbem-23689	78	12	green	green	ADJ
fbem-23689	78	13	energy	energy	NOUN
fbem-23689	78	14	and	and	CCONJ
fbem-23689	78	15	environmental	environmental	ADJ
fbem-23689	78	16	technologies	technology	NOUN
fbem-23689	78	17	.	.	PUNCT
fbem-23689	79	1	moreover	moreover	ADV
fbem-23689	79	2	,	,	PUNCT
fbem-23689	79	3	graph	graph	NOUN
fbem-23689	79	4	neural	neural	ADJ
fbem-23689	79	5	networks	network	NOUN
fbem-23689	79	6	can	can	AUX
fbem-23689	79	7	significantly	significantly	ADV
fbem-23689	79	8	bolster	bolster	VERB
fbem-23689	79	9	investor	investor	NOUN
fbem-23689	79	10	returns	return	NOUN
fbem-23689	79	11	and	and	CCONJ
fbem-23689	79	12	mitigate	mitigate	VERB
fbem-23689	79	13	risks	risk	NOUN
fbem-23689	79	14	,	,	PUNCT
fbem-23689	79	15	as	as	SCONJ
fbem-23689	79	16	evidenced	evidence	VERB
fbem-23689	79	17	in	in	ADP
fbem-23689	79	18	figure	figure	NOUN
fbem-23689	79	19	3	3	NUM
fbem-23689	79	20	:	:	SYM
fbem-23689	79	21	266	266	NUM
fbem-23689	79	22	figure	figure	NOUN
fbem-23689	79	23	3	3	NUM
fbem-23689	79	24	.	.	NOUN
fbem-23689	79	25	analysis	analysis	NOUN
fbem-23689	79	26	and	and	CCONJ
fbem-23689	79	27	forecast	forecast	NOUN
fbem-23689	79	28	of	of	ADP
fbem-23689	79	29	historical	historical	ADJ
fbem-23689	79	30	data	datum	NOUN
fbem-23689	79	31	figure	figure	NOUN
fbem-23689	79	32	3	3	NUM
fbem-23689	79	33	illustrates	illustrate	VERB
fbem-23689	79	34	the	the	DET
fbem-23689	79	35	historical	historical	ADJ
fbem-23689	79	36	performance	performance	NOUN
fbem-23689	79	37	and	and	CCONJ
fbem-23689	79	38	projections	projection	NOUN
fbem-23689	79	39	for	for	ADP
fbem-23689	79	40	the	the	DET
fbem-23689	79	41	green	green	ADJ
fbem-23689	79	42	energy	energy	NOUN
fbem-23689	79	43	and	and	CCONJ
fbem-23689	79	44	environmental	environmental	ADJ
fbem-23689	79	45	technology	technology	NOUN
fbem-23689	79	46	sectors	sector	NOUN
fbem-23689	79	47	,	,	PUNCT
fbem-23689	79	48	showing	show	VERB
fbem-23689	79	49	a	a	DET
fbem-23689	79	50	marked	mark	VERB
fbem-23689	79	51	growth	growth	NOUN
fbem-23689	79	52	trend	trend	NOUN
fbem-23689	79	53	from	from	ADP
fbem-23689	79	54	2020	2020	NUM
fbem-23689	79	55	to	to	ADP
fbem-23689	79	56	2024	2024	NUM
fbem-23689	79	57	with	with	ADP
fbem-23689	79	58	values	value	NOUN
fbem-23689	79	59	incrementally	incrementally	ADV
fbem-23689	79	60	increasing	increase	VERB
fbem-23689	79	61	from	from	ADP
fbem-23689	79	62	200	200	NUM
fbem-23689	79	63	to	to	PART
fbem-23689	79	64	280	280	NUM
fbem-23689	79	65	.	.	PUNCT
fbem-23689	80	1	this	this	DET
fbem-23689	80	2	upward	upward	ADJ
fbem-23689	80	3	trajectory	trajectory	NOUN
fbem-23689	80	4	underscores	underscore	VERB
fbem-23689	80	5	the	the	DET
fbem-23689	80	6	sectors	sector	NOUN
fbem-23689	80	7	'	'	PART
fbem-23689	80	8	rapid	rapid	ADJ
fbem-23689	80	9	development	development	NOUN
fbem-23689	80	10	.	.	PUNCT
fbem-23689	81	1	by	by	ADP
fbem-23689	81	2	analyzing	analyze	VERB
fbem-23689	81	3	such	such	ADJ
fbem-23689	81	4	trends	trend	NOUN
fbem-23689	81	5	,	,	PUNCT
fbem-23689	81	6	investors	investor	NOUN
fbem-23689	81	7	can	can	AUX
fbem-23689	81	8	more	more	ADV
fbem-23689	81	9	effectively	effectively	ADV
fbem-23689	81	10	capitalize	capitalize	VERB
fbem-23689	81	11	on	on	ADP
fbem-23689	81	12	market	market	NOUN
fbem-23689	81	13	opportunities	opportunity	NOUN
fbem-23689	81	14	,	,	PUNCT
fbem-23689	81	15	enhancing	enhance	VERB
fbem-23689	81	16	their	their	PRON
fbem-23689	81	17	investment	investment	NOUN
fbem-23689	81	18	returns	return	NOUN
fbem-23689	81	19	while	while	SCONJ
fbem-23689	81	20	reducing	reduce	VERB
fbem-23689	81	21	risks	risk	NOUN
fbem-23689	81	22	.	.	PUNCT
fbem-23689	82	1	4.3	4.3	NUM
fbem-23689	82	2	.	.	PUNCT
fbem-23689	82	3	strategic	strategic	ADJ
fbem-23689	82	4	recommendations	recommendation	NOUN
fbem-23689	82	5	for	for	ADP
fbem-23689	82	6	green	green	ADJ
fbem-23689	82	7	finance	finance	NOUN
fbem-23689	82	8	using	use	VERB
fbem-23689	82	9	graph	graph	NOUN
fbem-23689	82	10	neural	neural	ADJ
fbem-23689	82	11	networks	network	NOUN
fbem-23689	82	12	following	follow	VERB
fbem-23689	82	13	the	the	DET
fbem-23689	82	14	evaluations	evaluation	NOUN
fbem-23689	82	15	detailed	detail	VERB
fbem-23689	82	16	above	above	ADV
fbem-23689	82	17	,	,	PUNCT
fbem-23689	82	18	the	the	DET
fbem-23689	82	19	recommended	recommend	VERB
fbem-23689	82	20	strategies	strategy	NOUN
fbem-23689	82	21	are	be	AUX
fbem-23689	82	22	:	:	PUNCT
fbem-23689	82	23	(	(	PUNCT
fbem-23689	82	24	1	1	X
fbem-23689	82	25	)	)	PUNCT
fbem-23689	82	26	amplify	amplify	VERB
fbem-23689	82	27	investments	investment	NOUN
fbem-23689	82	28	in	in	ADP
fbem-23689	82	29	the	the	DET
fbem-23689	82	30	green	green	ADJ
fbem-23689	82	31	energy	energy	NOUN
fbem-23689	82	32	and	and	CCONJ
fbem-23689	82	33	environmental	environmental	ADJ
fbem-23689	82	34	protection	protection	NOUN
fbem-23689	82	35	technology	technology	NOUN
fbem-23689	82	36	sectors	sector	NOUN
fbem-23689	82	37	,	,	PUNCT
fbem-23689	82	38	recognizing	recognize	VERB
fbem-23689	82	39	their	their	PRON
fbem-23689	82	40	significant	significant	ADJ
fbem-23689	82	41	potential	potential	NOUN
fbem-23689	82	42	for	for	ADP
fbem-23689	82	43	growth	growth	NOUN
fbem-23689	82	44	.	.	PUNCT
fbem-23689	83	1	(	(	PUNCT
fbem-23689	83	2	2	2	X
fbem-23689	83	3	)	)	PUNCT
fbem-23689	83	4	utilize	utilize	VERB
fbem-23689	83	5	graph	graph	NOUN
fbem-23689	83	6	neural	neural	ADJ
fbem-23689	83	7	network	network	NOUN
fbem-23689	83	8	algorithms	algorithm	NOUN
fbem-23689	83	9	for	for	ADP
fbem-23689	83	10	ongoing	ongoing	ADJ
fbem-23689	83	11	market	market	NOUN
fbem-23689	83	12	analysis	analysis	NOUN
fbem-23689	83	13	and	and	CCONJ
fbem-23689	83	14	predictions	prediction	NOUN
fbem-23689	83	15	to	to	PART
fbem-23689	83	16	dynamically	dynamically	ADV
fbem-23689	83	17	adjust	adjust	VERB
fbem-23689	83	18	investment	investment	NOUN
fbem-23689	83	19	strategies	strategy	NOUN
fbem-23689	83	20	as	as	SCONJ
fbem-23689	83	21	needed	need	VERB
fbem-23689	83	22	.	.	PUNCT
fbem-23689	84	1	(	(	PUNCT
fbem-23689	84	2	3	3	X
fbem-23689	84	3	)	)	PUNCT
fbem-23689	84	4	commit	commit	VERB
fbem-23689	84	5	to	to	ADP
fbem-23689	84	6	long	long	ADJ
fbem-23689	84	7	-	-	PUNCT
fbem-23689	84	8	term	term	NOUN
fbem-23689	84	9	investments	investment	NOUN
fbem-23689	84	10	while	while	SCONJ
fbem-23689	84	11	minimizing	minimize	VERB
fbem-23689	84	12	frequent	frequent	ADJ
fbem-23689	84	13	trading	trading	NOUN
fbem-23689	84	14	to	to	PART
fbem-23689	84	15	reduce	reduce	VERB
fbem-23689	84	16	both	both	DET
fbem-23689	84	17	transaction	transaction	NOUN
fbem-23689	84	18	costs	cost	NOUN
fbem-23689	84	19	and	and	CCONJ
fbem-23689	84	20	financial	financial	ADJ
fbem-23689	84	21	risks	risk	NOUN
fbem-23689	84	22	.	.	PUNCT
fbem-23689	85	1	(	(	PUNCT
fbem-23689	85	2	4	4	X
fbem-23689	85	3	)	)	PUNCT
fbem-23689	85	4	diversify	diversify	NOUN
fbem-23689	85	5	investment	investment	NOUN
fbem-23689	85	6	portfolios	portfolio	NOUN
fbem-23689	85	7	strategically	strategically	ADV
fbem-23689	85	8	to	to	PART
fbem-23689	85	9	lessen	lessen	VERB
fbem-23689	85	10	the	the	DET
fbem-23689	85	11	risks	risk	NOUN
fbem-23689	85	12	associated	associate	VERB
fbem-23689	85	13	with	with	ADP
fbem-23689	85	14	single	single	ADJ
fbem-23689	85	15	investments	investment	NOUN
fbem-23689	85	16	.	.	PUNCT
fbem-23689	86	1	5	5	X
fbem-23689	86	2	.	.	X
fbem-23689	86	3	conclusions	conclusion	NOUN
fbem-23689	86	4	the	the	DET
fbem-23689	86	5	graph	graph	NOUN
fbem-23689	86	6	neural	neural	ADJ
fbem-23689	86	7	network	network	NOUN
fbem-23689	86	8	algorithm	algorithm	NOUN
fbem-23689	86	9	stands	stand	VERB
fbem-23689	86	10	out	out	ADP
fbem-23689	86	11	as	as	ADP
fbem-23689	86	12	a	a	DET
fbem-23689	86	13	robust	robust	ADJ
fbem-23689	86	14	machine	machine	NOUN
fbem-23689	86	15	learning	learn	VERB
fbem-23689	86	16	tool	tool	NOUN
fbem-23689	86	17	capable	capable	ADJ
fbem-23689	86	18	of	of	ADP
fbem-23689	86	19	forecasting	forecast	VERB
fbem-23689	86	20	future	future	ADJ
fbem-23689	86	21	trends	trend	NOUN
fbem-23689	86	22	in	in	ADP
fbem-23689	86	23	the	the	DET
fbem-23689	86	24	green	green	ADJ
fbem-23689	86	25	finance	finance	NOUN
fbem-23689	86	26	market	market	NOUN
fbem-23689	86	27	through	through	ADP
fbem-23689	86	28	sophisticated	sophisticated	ADJ
fbem-23689	86	29	pattern	pattern	NOUN
fbem-23689	86	30	recognition	recognition	NOUN
fbem-23689	86	31	and	and	CCONJ
fbem-23689	86	32	data	datum	NOUN
fbem-23689	86	33	modeling	modeling	NOUN
fbem-23689	86	34	.	.	PUNCT
fbem-23689	87	1	its	its	PRON
fbem-23689	87	2	application	application	NOUN
fbem-23689	87	3	not	not	PART
fbem-23689	87	4	only	only	ADV
fbem-23689	87	5	boosts	boost	VERB
fbem-23689	87	6	the	the	DET
fbem-23689	87	7	efficiency	efficiency	NOUN
fbem-23689	87	8	and	and	CCONJ
fbem-23689	87	9	precision	precision	NOUN
fbem-23689	87	10	of	of	ADP
fbem-23689	87	11	financial	financial	ADJ
fbem-23689	87	12	practices	practice	NOUN
fbem-23689	87	13	in	in	ADP
fbem-23689	87	14	green	green	ADJ
fbem-23689	87	15	sectors	sector	NOUN
fbem-23689	87	16	but	but	CCONJ
fbem-23689	87	17	also	also	ADV
fbem-23689	87	18	expedites	expedite	VERB
fbem-23689	87	19	the	the	DET
fbem-23689	87	20	growth	growth	NOUN
fbem-23689	87	21	and	and	CCONJ
fbem-23689	87	22	scale	scale	NOUN
fbem-23689	87	23	of	of	ADP
fbem-23689	87	24	ecoinvestments	ecoinvestment	NOUN
fbem-23689	87	25	.	.	PUNCT
fbem-23689	88	1	the	the	DET
fbem-23689	88	2	primary	primary	ADJ
fbem-23689	88	3	aim	aim	NOUN
fbem-23689	88	4	of	of	ADP
fbem-23689	88	5	this	this	DET
fbem-23689	88	6	research	research	NOUN
fbem-23689	88	7	is	be	AUX
fbem-23689	88	8	to	to	PART
fbem-23689	88	9	assess	assess	VERB
fbem-23689	88	10	the	the	DET
fbem-23689	88	11	utility	utility	NOUN
fbem-23689	88	12	of	of	ADP
fbem-23689	88	13	graph	graph	NOUN
fbem-23689	88	14	neural	neural	ADJ
fbem-23689	88	15	network	network	NOUN
fbem-23689	88	16	algorithms	algorithm	NOUN
fbem-23689	88	17	in	in	ADP
fbem-23689	88	18	green	green	ADJ
fbem-23689	88	19	finance	finance	NOUN
fbem-23689	88	20	,	,	PUNCT
fbem-23689	88	21	particularly	particularly	ADV
fbem-23689	88	22	through	through	ADP
fbem-23689	88	23	the	the	DET
fbem-23689	88	24	analysis	analysis	NOUN
fbem-23689	88	25	of	of	ADP
fbem-23689	88	26	the	the	DET
fbem-23689	88	27	greenbonds	greenbond	NOUN
fbem-23689	88	28	dataset	dataset	VERB
fbem-23689	88	29	.	.	PUNCT
fbem-23689	89	1	the	the	DET
fbem-23689	89	2	results	result	NOUN
fbem-23689	89	3	confirm	confirm	VERB
fbem-23689	89	4	the	the	DET
fbem-23689	89	5	algorithm	algorithm	NOUN
fbem-23689	89	6	's	's	PART
fbem-23689	89	7	high	high	ADJ
fbem-23689	89	8	accuracy	accuracy	NOUN
fbem-23689	89	9	and	and	CCONJ
fbem-23689	89	10	practicality	practicality	NOUN
fbem-23689	89	11	in	in	ADP
fbem-23689	89	12	predicting	predict	VERB
fbem-23689	89	13	green	green	ADJ
fbem-23689	89	14	bond	bond	NOUN
fbem-23689	89	15	issuances	issuance	NOUN
fbem-23689	89	16	,	,	PUNCT
fbem-23689	89	17	thereby	thereby	ADV
fbem-23689	89	18	substantiating	substantiate	VERB
fbem-23689	89	19	its	its	PRON
fbem-23689	89	20	efficacy	efficacy	NOUN
fbem-23689	89	21	and	and	CCONJ
fbem-23689	89	22	potential	potential	NOUN
fbem-23689	89	23	for	for	ADP
fbem-23689	89	24	broader	broad	ADJ
fbem-23689	89	25	application	application	NOUN
fbem-23689	89	26	.	.	PUNCT
fbem-23689	90	1	thus	thus	ADV
fbem-23689	90	2	,	,	PUNCT
fbem-23689	90	3	this	this	DET
fbem-23689	90	4	approach	approach	NOUN
fbem-23689	90	5	is	be	AUX
fbem-23689	90	6	validated	validate	VERB
fbem-23689	90	7	as	as	ADP
fbem-23689	90	8	an	an	DET
fbem-23689	90	9	effective	effective	ADJ
fbem-23689	90	10	mechanism	mechanism	NOUN
fbem-23689	90	11	to	to	PART
fbem-23689	90	12	advance	advance	VERB
fbem-23689	90	13	green	green	ADJ
fbem-23689	90	14	financial	financial	ADJ
fbem-23689	90	15	markets	market	NOUN
fbem-23689	90	16	.	.	PUNCT
fbem-23689	91	1	the	the	DET
fbem-23689	91	2	ongoing	ongoing	ADJ
fbem-23689	91	3	development	development	NOUN
fbem-23689	91	4	and	and	CCONJ
fbem-23689	91	5	deployment	deployment	NOUN
fbem-23689	91	6	of	of	ADP
fbem-23689	91	7	this	this	DET
fbem-23689	91	8	technology	technology	NOUN
fbem-23689	91	9	are	be	AUX
fbem-23689	91	10	expected	expect	VERB
fbem-23689	91	11	to	to	PART
fbem-23689	91	12	introduce	introduce	VERB
fbem-23689	91	13	new	new	ADJ
fbem-23689	91	14	opportunities	opportunity	NOUN
fbem-23689	91	15	and	and	CCONJ
fbem-23689	91	16	challenges	challenge	NOUN
fbem-23689	91	17	in	in	ADP
fbem-23689	91	18	the	the	DET
fbem-23689	91	19	pursuit	pursuit	NOUN
fbem-23689	91	20	of	of	ADP
fbem-23689	91	21	sustainable	sustainable	ADJ
fbem-23689	91	22	environmental	environmental	ADJ
fbem-23689	91	23	progress	progress	NOUN
fbem-23689	91	24	.	.	PUNCT
fbem-23689	92	1	references	reference	NOUN
fbem-23689	92	2	[	[	X
fbem-23689	92	3	1	1	X
fbem-23689	92	4	]	]	PUNCT
fbem-23689	92	5	yang	yang	PROPN
fbem-23689	92	6	y	y	PROPN
fbem-23689	92	7	,	,	PUNCT
fbem-23689	92	8	liu	liu	PROPN
fbem-23689	92	9	g	g	PROPN
fbem-23689	92	10	,	,	PUNCT
fbem-23689	92	11	tian	tian	PROPN
fbem-23689	92	12	y.	y.	PROPN
fbem-23689	92	13	a	a	DET
fbem-23689	92	14	novel	novel	ADJ
fbem-23689	92	15	graph	graph	NOUN
fbem-23689	92	16	convolutional	convolutional	ADJ
fbem-23689	92	17	network	network	NOUN
fbem-23689	92	18	model	model	NOUN
fbem-23689	92	19	for	for	ADP
fbem-23689	92	20	green	green	ADJ
fbem-23689	92	21	finance	finance	NOUN
fbem-23689	92	22	research	research	NOUN
fbem-23689	93	1	[	[	X
fbem-23689	93	2	j	j	X
fbem-23689	93	3	]	]	X
fbem-23689	93	4	.	.	PUNCT
fbem-23689	94	1	journal	journal	PROPN
fbem-23689	94	2	of	of	ADP
fbem-23689	94	3	cleaner	clean	ADJ
fbem-23689	94	4	production	production	NOUN
fbem-23689	94	5	,	,	PUNCT
fbem-23689	94	6	2019	2019	NUM
fbem-23689	94	7	,	,	PUNCT
fbem-23689	94	8	208(10	208(10	NUM
fbem-23689	94	9	):	):	PUNCT
fbem-23689	94	10	177	177	NUM
fbem-23689	94	11	-	-	SYM
fbem-23689	94	12	190	190	NUM
fbem-23689	94	13	.	.	PUNCT
fbem-23689	95	1	[	[	X
fbem-23689	95	2	2	2	X
fbem-23689	95	3	]	]	X
fbem-23689	95	4	qin	qin	PROPN
fbem-23689	95	5	y	y	PROPN
fbem-23689	95	6	,	,	PUNCT
fbem-23689	95	7	lu	lu	PROPN
fbem-23689	95	8	y	y	PROPN
fbem-23689	95	9	,	,	PUNCT
fbem-23689	95	10	lu	lu	PROPN
fbem-23689	95	11	c.	c.	PROPN
fbem-23689	95	12	research	research	PROPN
fbem-23689	95	13	on	on	ADP
fbem-23689	95	14	green	green	ADJ
fbem-23689	95	15	credit	credit	NOUN
fbem-23689	95	16	risk	risk	NOUN
fbem-23689	95	17	assessment	assessment	NOUN
fbem-23689	95	18	based	base	VERB
fbem-23689	95	19	on	on	ADP
fbem-23689	95	20	graph	graph	NOUN
fbem-23689	95	21	neural	neural	ADJ
fbem-23689	95	22	network	network	NOUN
fbem-23689	95	23	[	[	X
fbem-23689	95	24	j	j	X
fbem-23689	95	25	]	]	X
fbem-23689	95	26	.	.	PUNCT
fbem-23689	96	1	journal	journal	PROPN
fbem-23689	96	2	of	of	ADP
fbem-23689	96	3	risk	risk	NOUN
fbem-23689	96	4	research	research	NOUN
fbem-23689	96	5	,	,	PUNCT
fbem-23689	96	6	2020	2020	NUM
fbem-23689	96	7	,	,	PUNCT
fbem-23689	96	8	23(3	23(3	NUM
fbem-23689	96	9	):	):	PUNCT
fbem-23689	96	10	432	432	NUM
fbem-23689	96	11	-	-	SYM
fbem-23689	96	12	449	449	NUM
fbem-23689	96	13	.	.	PUNCT
fbem-23689	97	1	[	[	X
fbem-23689	97	2	3	3	X
fbem-23689	97	3	]	]	X
fbem-23689	97	4	wang	wang	PROPN
fbem-23689	97	5	y	y	PROPN
fbem-23689	97	6	,	,	PUNCT
fbem-23689	97	7	zhang	zhang	PROPN
fbem-23689	97	8	p	p	PROPN
fbem-23689	97	9	,	,	PUNCT
fbem-23689	97	10	luo	luo	PROPN
fbem-23689	97	11	y.	y.	PROPN
fbem-23689	97	12	research	research	PROPN
fbem-23689	97	13	on	on	ADP
fbem-23689	97	14	the	the	DET
fbem-23689	97	15	interaction	interaction	NOUN
fbem-23689	97	16	mechanism	mechanism	NOUN
fbem-23689	97	17	between	between	ADP
fbem-23689	97	18	financial	financial	ADJ
fbem-23689	97	19	development	development	NOUN
fbem-23689	97	20	and	and	CCONJ
fbem-23689	97	21	environmental	environmental	ADJ
fbem-23689	97	22	pollution	pollution	NOUN
fbem-23689	97	23	based	base	VERB
fbem-23689	97	24	on	on	ADP
fbem-23689	97	25	graph	graph	NOUN
fbem-23689	97	26	neural	neural	ADJ
fbem-23689	97	27	network	network	NOUN
fbem-23689	97	28	[	[	X
fbem-23689	97	29	j	j	X
fbem-23689	97	30	]	]	X
fbem-23689	97	31	.	.	PUNCT
fbem-23689	98	1	china	china	PROPN
fbem-23689	98	2	population	population	PROPN
fbem-23689	98	3	,	,	PUNCT
fbem-23689	98	4	resources	resource	NOUN
fbem-23689	98	5	and	and	CCONJ
fbem-23689	98	6	environment	environment	NOUN
fbem-23689	98	7	,	,	PUNCT
fbem-23689	98	8	2020	2020	NUM
fbem-23689	98	9	,	,	PUNCT
fbem-23689	98	10	30(9	30(9	NUM
fbem-23689	98	11	):	):	PUNCT
fbem-23689	98	12	114	114	NUM
fbem-23689	98	13	-	-	SYM
fbem-23689	98	14	124	124	NUM
fbem-23689	98	15	.	.	PUNCT
fbem-23689	99	1	[	[	X
fbem-23689	99	2	4	4	NUM
fbem-23689	99	3	]	]	X
fbem-23689	99	4	zou	zou	PROPN
fbem-23689	99	5	x	x	PROPN
fbem-23689	99	6	,	,	PUNCT
fbem-23689	99	7	gao	gao	PROPN
fbem-23689	99	8	j.	j.	PROPN
fbem-23689	99	9	research	research	PROPN
fbem-23689	99	10	on	on	ADP
fbem-23689	99	11	green	green	ADJ
fbem-23689	99	12	finance	finance	NOUN
fbem-23689	99	13	risk	risk	NOUN
fbem-23689	99	14	assessment	assessment	NOUN
fbem-23689	99	15	based	base	VERB
fbem-23689	99	16	on	on	ADP
fbem-23689	99	17	graph	graph	NOUN
fbem-23689	99	18	neural	neural	ADJ
fbem-23689	99	19	network	network	NOUN
fbem-23689	100	1	[	[	X
fbem-23689	100	2	j	j	X
fbem-23689	100	3	]	]	X
fbem-23689	100	4	.	.	PUNCT
fbem-23689	101	1	finance	finance	NOUN
fbem-23689	101	2	and	and	CCONJ
fbem-23689	101	3	trade	trade	NOUN
fbem-23689	101	4	economics	economic	NOUN
fbem-23689	101	5	,	,	PUNCT
fbem-23689	101	6	2020	2020	NUM
fbem-23689	101	7	,	,	PUNCT
fbem-23689	101	8	41(11	41(11	NUM
fbem-23689	101	9	):	):	PUNCT
fbem-23689	101	10	68	68	NUM
fbem-23689	101	11	-	-	SYM
fbem-23689	101	12	79	79	NUM
fbem-23689	101	13	.	.	PUNCT
fbem-23689	102	1	[	[	X
fbem-23689	102	2	5	5	NUM
fbem-23689	102	3	]	]	X
fbem-23689	102	4	guo	guo	PROPN
fbem-23689	102	5	s	s	PROPN
fbem-23689	102	6	,	,	PUNCT
fbem-23689	102	7	si	si	PROPN
fbem-23689	102	8	x	x	PROPN
fbem-23689	102	9	,	,	PUNCT
fbem-23689	102	10	chen	chen	PROPN
fbem-23689	102	11	y.	y.	PROPN
fbem-23689	102	12	research	research	PROPN
fbem-23689	102	13	on	on	ADP
fbem-23689	102	14	the	the	DET
fbem-23689	102	15	impact	impact	NOUN
fbem-23689	102	16	of	of	ADP
fbem-23689	102	17	green	green	ADJ
fbem-23689	102	18	finance	finance	NOUN
fbem-23689	102	19	on	on	ADP
fbem-23689	102	20	environmental	environmental	ADJ
fbem-23689	102	21	governance	governance	NOUN
fbem-23689	102	22	based	base	VERB
fbem-23689	102	23	on	on	ADP
fbem-23689	102	24	graph	graph	NOUN
fbem-23689	102	25	neural	neural	ADJ
fbem-23689	102	26	network	network	NOUN
fbem-23689	103	1	[	[	X
fbem-23689	103	2	j	j	X
fbem-23689	103	3	]	]	X
fbem-23689	103	4	.	.	PUNCT
fbem-23689	104	1	journal	journal	PROPN
fbem-23689	104	2	of	of	ADP
fbem-23689	104	3	guangdong	guangdong	PROPN
fbem-23689	104	4	university	university	PROPN
fbem-23689	104	5	of	of	ADP
fbem-23689	104	6	business	business	NOUN
fbem-23689	104	7	studies	study	NOUN
fbem-23689	104	8	,	,	PUNCT
fbem-23689	104	9	2021	2021	NUM
fbem-23689	104	10	,	,	PUNCT
fbem-23689	104	11	33(2	33(2	NUM
fbem-23689	104	12	):	):	PUNCT
fbem-23689	104	13	22	22	NUM
fbem-23689	104	14	-	-	SYM
fbem-23689	104	15	28	28	NUM
fbem-23689	104	16	.	.	PUNCT
fbem-23689	105	1	[	[	X
fbem-23689	105	2	6	6	NUM
fbem-23689	105	3	]	]	X
fbem-23689	105	4	huang	huang	PROPN
fbem-23689	105	5	l	l	PROPN
fbem-23689	105	6	,	,	PUNCT
fbem-23689	105	7	zhang	zhang	PROPN
fbem-23689	105	8	y	y	PROPN
fbem-23689	105	9	,	,	PUNCT
fbem-23689	105	10	wu	wu	PROPN
fbem-23689	105	11	s.	s.	PROPN
fbem-23689	105	12	predicting	predict	VERB
fbem-23689	105	13	green	green	ADJ
fbem-23689	105	14	credit	credit	NOUN
fbem-23689	105	15	risk	risk	NOUN
fbem-23689	105	16	based	base	VERB
fbem-23689	105	17	on	on	ADP
fbem-23689	105	18	graph	graph	NOUN
fbem-23689	105	19	convolutional	convolutional	ADJ
fbem-23689	105	20	network	network	NOUN
fbem-23689	105	21	[	[	X
fbem-23689	105	22	j	j	X
fbem-23689	105	23	]	]	X
fbem-23689	105	24	.	.	PUNCT
fbem-23689	106	1	journal	journal	PROPN
fbem-23689	106	2	of	of	ADP
fbem-23689	106	3	industrial	industrial	ADJ
fbem-23689	106	4	engineering	engineering	NOUN
fbem-23689	106	5	and	and	CCONJ
fbem-23689	106	6	engineering	engineering	NOUN
fbem-23689	106	7	management	management	NOUN
fbem-23689	106	8	,	,	PUNCT
fbem-23689	106	9	2021	2021	NUM
fbem-23689	106	10	,	,	PUNCT
fbem-23689	106	11	35(1	35(1	NUM
fbem-23689	106	12	):	):	PUNCT
fbem-23689	106	13	105115	105115	NUM
fbem-23689	106	14	.	.	PUNCT
fbem-23689	107	1	[	[	X
fbem-23689	107	2	7	7	X
fbem-23689	107	3	]	]	SYM
fbem-23689	107	4	li	li	PROPN
fbem-23689	107	5	x	x	PROPN
fbem-23689	107	6	,	,	PUNCT
fbem-23689	107	7	li	li	PROPN
fbem-23689	107	8	y	y	PROPN
fbem-23689	107	9	,	,	PUNCT
fbem-23689	107	10	zhang	zhang	PROPN
fbem-23689	107	11	y.	y.	PROPN
fbem-23689	107	12	research	research	PROPN
fbem-23689	107	13	on	on	ADP
fbem-23689	107	14	the	the	DET
fbem-23689	107	15	relationship	relationship	NOUN
fbem-23689	107	16	between	between	ADP
fbem-23689	107	17	green	green	ADJ
fbem-23689	107	18	finance	finance	NOUN
fbem-23689	107	19	and	and	CCONJ
fbem-23689	107	20	economic	economic	ADJ
fbem-23689	107	21	growth	growth	NOUN
fbem-23689	107	22	based	base	VERB
fbem-23689	107	23	on	on	ADP
fbem-23689	107	24	graph	graph	NOUN
fbem-23689	107	25	neural	neural	ADJ
fbem-23689	107	26	network	network	NOUN
fbem-23689	107	27	[	[	X
fbem-23689	107	28	j	j	X
fbem-23689	107	29	]	]	X
fbem-23689	107	30	.	.	PUNCT
fbem-23689	108	1	ecology	ecology	NOUN
fbem-23689	108	2	and	and	CCONJ
fbem-23689	108	3	environment	environment	NOUN
fbem-23689	108	4	,	,	PUNCT
fbem-23689	108	5	2021	2021	NUM
fbem-23689	108	6	,	,	PUNCT
fbem-23689	108	7	30(3	30(3	NUM
fbem-23689	108	8	):	):	PUNCT
fbem-23689	108	9	45	45	NUM
fbem-23689	108	10	-	-	SYM
fbem-23689	108	11	53	53	NUM
fbem-23689	108	12	.	.	PUNCT
fbem-23689	109	1	[	[	X
fbem-23689	109	2	8	8	NUM
fbem-23689	109	3	]	]	X
fbem-23689	109	4	fu	fu	ADJ
fbem-23689	109	5	r	r	PROPN
fbem-23689	109	6	,	,	PUNCT
fbem-23689	109	7	zhang	zhang	PROPN
fbem-23689	109	8	x	x	PROPN
fbem-23689	109	9	,	,	PUNCT
fbem-23689	109	10	yu	yu	PROPN
fbem-23689	109	11	g.	g.	PROPN
fbem-23689	109	12	research	research	PROPN
fbem-23689	109	13	on	on	ADP
fbem-23689	109	14	the	the	DET
fbem-23689	109	15	application	application	NOUN
fbem-23689	109	16	of	of	ADP
fbem-23689	109	17	graph	graph	NOUN
fbem-23689	109	18	neural	neural	ADJ
fbem-23689	109	19	network	network	NOUN
fbem-23689	109	20	in	in	ADP
fbem-23689	109	21	green	green	ADJ
fbem-23689	109	22	finance	finance	NOUN
fbem-23689	110	1	[	[	X
fbem-23689	110	2	j	j	X
fbem-23689	110	3	]	]	X
fbem-23689	110	4	.	.	PUNCT
fbem-23689	111	1	journal	journal	PROPN
fbem-23689	111	2	of	of	ADP
fbem-23689	111	3	yantai	yantai	PROPN
fbem-23689	111	4	university	university	PROPN
fbem-23689	111	5	,	,	PUNCT
fbem-23689	111	6	2021	2021	NUM
fbem-23689	111	7	,	,	PUNCT
fbem-23689	111	8	34(1	34(1	NUM
fbem-23689	111	9	):	):	PUNCT
fbem-23689	111	10	66	66	NUM
fbem-23689	111	11	-	-	SYM
fbem-23689	111	12	70	70	NUM
fbem-23689	111	13	.	.	PUNCT
fbem-23689	112	1	[	[	X
fbem-23689	112	2	9	9	NUM
fbem-23689	112	3	]	]	PUNCT
fbem-23689	112	4	jin	jin	NOUN
fbem-23689	112	5	y	y	PROPN
fbem-23689	112	6	,	,	PUNCT
fbem-23689	112	7	zhang	zhang	PROPN
fbem-23689	112	8	l	l	PROPN
fbem-23689	112	9	,	,	PUNCT
fbem-23689	112	10	wang	wang	PROPN
fbem-23689	112	11	w.	w.	PROPN
fbem-23689	112	12	research	research	PROPN
fbem-23689	112	13	on	on	ADP
fbem-23689	112	14	application	application	NOUN
fbem-23689	112	15	of	of	ADP
fbem-23689	112	16	green	green	ADJ
fbem-23689	112	17	finance	finance	NOUN
fbem-23689	112	18	based	base	VERB
fbem-23689	112	19	on	on	ADP
fbem-23689	112	20	graph	graph	NOUN
fbem-23689	112	21	convolutional	convolutional	ADJ
fbem-23689	112	22	network	network	NOUN
fbem-23689	112	23	[	[	X
fbem-23689	112	24	j	j	X
fbem-23689	112	25	]	]	X
fbem-23689	112	26	.	.	PUNCT
fbem-23689	113	1	journal	journal	PROPN
fbem-23689	113	2	of	of	ADP
fbem-23689	113	3	east	east	PROPN
fbem-23689	113	4	china	china	PROPN
fbem-23689	113	5	university	university	PROPN
fbem-23689	113	6	of	of	ADP
fbem-23689	113	7	technology	technology	NOUN
fbem-23689	113	8	,	,	PUNCT
fbem-23689	113	9	2021	2021	NUM
fbem-23689	113	10	,	,	PUNCT
fbem-23689	113	11	44(2):199	44(2):199	NOUN
fbem-23689	113	12	-	-	PUNCT
fbem-23689	113	13	209	209	NUM
fbem-23689	113	14	.	.	PUNCT
fbem-23689	114	1	[	[	X
fbem-23689	114	2	10	10	NUM
fbem-23689	114	3	]	]	X
fbem-23689	114	4	peng	peng	PROPN
fbem-23689	114	5	w	w	PROPN
fbem-23689	114	6	,	,	PUNCT
fbem-23689	114	7	liu	liu	PROPN
fbem-23689	114	8	x	x	PROPN
fbem-23689	114	9	,	,	PUNCT
fbem-23689	114	10	zhou	zhou	PROPN
fbem-23689	114	11	w.	w.	PROPN
fbem-23689	114	12	forecasting	forecast	VERB
fbem-23689	114	13	the	the	DET
fbem-23689	114	14	development	development	NOUN
fbem-23689	114	15	of	of	ADP
fbem-23689	114	16	green	green	ADJ
fbem-23689	114	17	finance	finance	NOUN
fbem-23689	114	18	based	base	VERB
fbem-23689	114	19	on	on	ADP
fbem-23689	114	20	graph	graph	NOUN
fbem-23689	114	21	neural	neural	ADJ
fbem-23689	114	22	network	network	NOUN
fbem-23689	114	23	[	[	X
fbem-23689	114	24	j	j	X
fbem-23689	114	25	]	]	X
fbem-23689	114	26	.	.	PUNCT
fbem-23689	115	1	journal	journal	PROPN
fbem-23689	115	2	of	of	ADP
fbem-23689	115	3	finance	finance	NOUN
fbem-23689	115	4	and	and	CCONJ
fbem-23689	115	5	economics	economic	NOUN
fbem-23689	115	6	,	,	PUNCT
fbem-23689	115	7	2021	2021	NUM
fbem-23689	115	8	,	,	PUNCT
fbem-23689	115	9	42(4	42(4	NUM
fbem-23689	115	10	):	):	PUNCT
fbem-23689	115	11	14	14	NUM
fbem-23689	115	12	-	-	SYM
fbem-23689	115	13	28	28	NUM
fbem-23689	115	14	.	.	PUNCT
fbem-23689	116	1	[	[	X
fbem-23689	116	2	11	11	NUM
fbem-23689	116	3	]	]	PUNCT
fbem-23689	116	4	xie	xie	PROPN
fbem-23689	116	5	j	j	PROPN
fbem-23689	116	6	,	,	PUNCT
fbem-23689	116	7	zhang	zhang	PROPN
fbem-23689	116	8	y	y	PROPN
fbem-23689	116	9	,	,	PUNCT
fbem-23689	116	10	yan	yan	PROPN
fbem-23689	116	11	c.	c.	PROPN
fbem-23689	116	12	research	research	PROPN
fbem-23689	116	13	on	on	ADP
fbem-23689	116	14	the	the	DET
fbem-23689	116	15	development	development	NOUN
fbem-23689	116	16	strategy	strategy	NOUN
fbem-23689	116	17	of	of	ADP
fbem-23689	116	18	green	green	ADJ
fbem-23689	116	19	finance	finance	NOUN
fbem-23689	116	20	based	base	VERB
fbem-23689	116	21	on	on	ADP
fbem-23689	116	22	graph	graph	NOUN
fbem-23689	116	23	neural	neural	ADJ
fbem-23689	116	24	network	network	NOUN
fbem-23689	116	25	[	[	X
fbem-23689	116	26	j	j	X
fbem-23689	116	27	]	]	X
fbem-23689	116	28	.	.	PUNCT
fbem-23689	117	1	finance	finance	VERB
fbem-23689	117	2	economic	economic	ADJ
fbem-23689	117	3	analysis	analysis	NOUN
fbem-23689	117	4	,	,	PUNCT
fbem-23689	117	5	2022	2022	NUM
fbem-23689	117	6	,	,	PUNCT
fbem-23689	117	7	48(2	48(2	NUM
fbem-23689	117	8	):	):	PUNCT
fbem-23689	117	9	1	1	NUM
fbem-23689	117	10	-	-	SYM
fbem-23689	117	11	10	10	NUM
fbem-23689	117	12	.	.	PUNCT
fbem-23689	118	1	[	[	X
fbem-23689	118	2	12	12	NUM
fbem-23689	118	3	]	]	X
fbem-23689	118	4	huang	huang	PROPN
fbem-23689	118	5	m	m	PROPN
fbem-23689	118	6	,	,	PUNCT
fbem-23689	118	7	wu	wu	PROPN
fbem-23689	118	8	x	x	PROPN
fbem-23689	118	9	,	,	PUNCT
fbem-23689	118	10	zhou	zhou	PROPN
fbem-23689	118	11	g.	g.	PROPN
fbem-23689	118	12	research	research	PROPN
fbem-23689	118	13	on	on	ADP
fbem-23689	118	14	the	the	DET
fbem-23689	118	15	impact	impact	NOUN
fbem-23689	118	16	mechanism	mechanism	NOUN
fbem-23689	118	17	of	of	ADP
fbem-23689	118	18	green	green	ADJ
fbem-23689	118	19	finance	finance	NOUN
fbem-23689	118	20	on	on	ADP
fbem-23689	118	21	green	green	ADJ
fbem-23689	118	22	innovation	innovation	NOUN
fbem-23689	118	23	based	base	VERB
fbem-23689	118	24	on	on	ADP
fbem-23689	118	25	graph	graph	NOUN
fbem-23689	118	26	neural	neural	ADJ
fbem-23689	118	27	network	network	NOUN
fbem-23689	118	28	[	[	X
fbem-23689	118	29	j	j	X
fbem-23689	118	30	]	]	X
fbem-23689	118	31	.	.	PUNCT
fbem-23689	119	1	journal	journal	PROPN
fbem-23689	119	2	of	of	ADP
fbem-23689	119	3	liaoning	liaoning	PROPN
fbem-23689	119	4	science	science	PROPN
fbem-23689	119	5	and	and	CCONJ
fbem-23689	119	6	technology	technology	PROPN
fbem-23689	119	7	university	university	NOUN
fbem-23689	119	8	,	,	PUNCT
fbem-23689	119	9	2022	2022	NUM
fbem-23689	119	10	,	,	PUNCT
fbem-23689	119	11	25(2	25(2	NUM
fbem-23689	119	12	):	):	PUNCT
fbem-23689	119	13	34	34	NUM
fbem-23689	119	14	-	-	SYM
fbem-23689	119	15	42	42	NUM
fbem-23689	119	16	.	.	PUNCT
fbem-23689	119	17	0	0	NUM
fbem-23689	120	1	50	50	NUM
fbem-23689	120	2	100	100	NUM
fbem-23689	120	3	150	150	NUM
fbem-23689	120	4	200	200	NUM
fbem-23689	120	5	250	250	NUM
fbem-23689	120	6	300	300	NUM
fbem-23689	120	7	2020	2020	NUM
fbem-23689	120	8	2021	2021	NUM
fbem-23689	120	9	2022	2022	NUM
fbem-23689	120	10	2023	2023	NUM
fbem-23689	120	11	2024	2024	NUM
fbem-23689	120	12	e	e	NOUN
fbem-23689	120	13	a	a	PRON
fbem-23689	120	14	c	c	NOUN
fbem-23689	120	15	h	h	NOUN
fbem-23689	121	1	d	d	NOUN
fbem-23689	121	2	a	a	DET
fbem-23689	121	3	te	te	ADP
fbem-23689	121	4	t	t	X
fbem-23689	121	5	e	e	X
fbem-23689	121	6	x	x	PROPN
fbem-23689	121	7	t	t	PROPN
fbem-23689	121	8	year	year	NOUN
fbem-23689	121	9	green	green	PROPN
fbem-23689	121	10	energy	energy	NOUN
fbem-23689	121	11	industry	industry	NOUN
fbem-23689	121	12	environmental	environmental	PROPN
fbem-23689	121	13	protection	protection	PROPN
fbem-23689	121	14	technology	technology	NOUN
fbem-23689	121	15	industry	industry	NOUN
fbem-23689	121	16	climate	climate	NOUN
fbem-23689	121	17	data	datum	NOUN
fbem-23689	121	18	267	267	NUM
fbem-23689	122	1	[	[	SYM
fbem-23689	122	2	13	13	NUM
fbem-23689	122	3	]	]	X
fbem-23689	122	4	wang	wang	PROPN
fbem-23689	122	5	q	q	PROPN
fbem-23689	122	6	,	,	PUNCT
fbem-23689	122	7	liang	liang	PROPN
fbem-23689	122	8	d	d	PROPN
fbem-23689	122	9	,	,	PUNCT
fbem-23689	122	10	hu	hu	PROPN
fbem-23689	122	11	y.	y.	PROPN
fbem-23689	122	12	research	research	PROPN
fbem-23689	122	13	on	on	ADP
fbem-23689	122	14	the	the	DET
fbem-23689	122	15	integration	integration	NOUN
fbem-23689	122	16	of	of	ADP
fbem-23689	122	17	green	green	ADJ
fbem-23689	122	18	finance	finance	NOUN
fbem-23689	122	19	and	and	CCONJ
fbem-23689	122	20	green	green	ADJ
fbem-23689	122	21	public	public	ADJ
fbem-23689	122	22	services	service	NOUN
fbem-23689	122	23	based	base	VERB
fbem-23689	122	24	on	on	ADP
fbem-23689	122	25	graph	graph	NOUN
fbem-23689	122	26	neural	neural	ADJ
fbem-23689	122	27	network	network	NOUN
fbem-23689	123	1	[	[	X
fbem-23689	123	2	j	j	X
fbem-23689	123	3	]	]	X
fbem-23689	123	4	.	.	PUNCT
fbem-23689	124	1	journal	journal	PROPN
fbem-23689	124	2	of	of	ADP
fbem-23689	124	3	public	public	ADJ
fbem-23689	124	4	management	management	NOUN
fbem-23689	124	5	,	,	PUNCT
fbem-23689	124	6	2023	2023	NUM
fbem-23689	124	7	,	,	PUNCT
fbem-23689	124	8	32(1	32(1	NUM
fbem-23689	124	9	):	):	PUNCT
fbem-23689	124	10	6978	6978	NUM
fbem-23689	124	11	.	.	PUNCT
fbem-23689	125	1	[	[	X
fbem-23689	125	2	14	14	NUM
fbem-23689	125	3	]	]	PUNCT
fbem-23689	125	4	xu	xu	PROPN
fbem-23689	126	1	y	y	PROPN
fbem-23689	126	2	,	,	PUNCT
fbem-23689	126	3	cao	cao	PROPN
fbem-23689	126	4	j	j	PROPN
fbem-23689	126	5	,	,	PUNCT
fbem-23689	126	6	wang	wang	PROPN
fbem-23689	126	7	x.	x.	PROPN
fbem-23689	126	8	research	research	PROPN
fbem-23689	126	9	on	on	ADP
fbem-23689	126	10	the	the	DET
fbem-23689	126	11	allocation	allocation	NOUN
fbem-23689	126	12	of	of	ADP
fbem-23689	126	13	green	green	ADJ
fbem-23689	126	14	financial	financial	ADJ
fbem-23689	126	15	resources	resource	NOUN
fbem-23689	126	16	based	base	VERB
fbem-23689	126	17	on	on	ADP
fbem-23689	126	18	graph	graph	NOUN
fbem-23689	126	19	neural	neural	ADJ
fbem-23689	126	20	network	network	NOUN
fbem-23689	127	1	[	[	X
fbem-23689	127	2	j	j	X
fbem-23689	127	3	]	]	X
fbem-23689	127	4	.	.	PUNCT
fbem-23689	128	1	journal	journal	PROPN
fbem-23689	128	2	of	of	ADP
fbem-23689	128	3	central	central	PROPN
fbem-23689	128	4	university	university	PROPN
fbem-23689	128	5	of	of	ADP
fbem-23689	128	6	finance	finance	NOUN
fbem-23689	128	7	and	and	CCONJ
fbem-23689	128	8	economics	economic	NOUN
fbem-23689	128	9	,	,	PUNCT
fbem-23689	128	10	2023	2023	NUM
fbem-23689	128	11	,	,	PUNCT
fbem-23689	128	12	44(1	44(1	PROPN
fbem-23689	128	13	):	):	PUNCT
fbem-23689	128	14	55	55	NUM
fbem-23689	128	15	-	-	SYM
fbem-23689	128	16	66	66	NUM
fbem-23689	128	17	.	.	PUNCT
fbem-23689	129	1	[	[	X
fbem-23689	129	2	15	15	NUM
fbem-23689	129	3	]	]	X
fbem-23689	129	4	li	li	PROPN
fbem-23689	129	5	z	z	PROPN
fbem-23689	129	6	,	,	PUNCT
fbem-23689	129	7	wang	wang	PROPN
fbem-23689	129	8	l	l	PROPN
fbem-23689	129	9	,	,	PUNCT
fbem-23689	129	10	song	song	PROPN
fbem-23689	129	11	y.	y.	PROPN
fbem-23689	129	12	research	research	PROPN
fbem-23689	129	13	on	on	ADP
fbem-23689	129	14	the	the	DET
fbem-23689	129	15	impact	impact	NOUN
fbem-23689	129	16	of	of	ADP
fbem-23689	129	17	green	green	ADJ
fbem-23689	129	18	finance	finance	NOUN
fbem-23689	129	19	on	on	ADP
fbem-23689	129	20	energy	energy	NOUN
fbem-23689	129	21	conservation	conservation	NOUN
fbem-23689	129	22	and	and	CCONJ
fbem-23689	129	23	emission	emission	NOUN
fbem-23689	129	24	reduction	reduction	NOUN
fbem-23689	129	25	based	base	VERB
fbem-23689	129	26	on	on	ADP
fbem-23689	129	27	graph	graph	NOUN
fbem-23689	129	28	neural	neural	ADJ
fbem-23689	129	29	network	network	NOUN
fbem-23689	129	30	[	[	X
fbem-23689	129	31	j	j	X
fbem-23689	129	32	]	]	X
fbem-23689	129	33	.	.	PUNCT
fbem-23689	130	1	journal	journal	PROPN
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fbem-23689	130	3	green	green	ADJ
fbem-23689	130	4	building	building	NOUN
fbem-23689	130	5	,	,	PUNCT
fbem-23689	130	6	materials	material	NOUN
fbem-23689	130	7	and	and	CCONJ
fbem-23689	130	8	civil	civil	ADJ
fbem-23689	130	9	engineering	engineering	NOUN
fbem-23689	130	10	.	.	PUNCT
fbem-23689	131	1	2021	2021	NUM
fbem-23689	131	2	,	,	PUNCT
fbem-23689	131	3	7(6	7(6	NUM
fbem-23689	131	4	):	):	PUNCT
fbem-23689	131	5	1185	1185	NUM
fbem-23689	131	6	-	-	SYM
fbem-23689	131	7	1192	1192	NUM
fbem-23689	131	8	.	.	PUNCT
fbem-23689	132	1	[	[	X
fbem-23689	132	2	16	16	NUM
fbem-23689	132	3	]	]	X
fbem-23689	132	4	zhu	zhu	PROPN
fbem-23689	132	5	h	h	NOUN
fbem-23689	132	6	,	,	PUNCT
fbem-23689	132	7	ma	ma	PROPN
fbem-23689	132	8	j	j	PROPN
fbem-23689	132	9	,	,	PUNCT
fbem-23689	132	10	li	li	PROPN
fbem-23689	132	11	q.	q.	PROPN
fbem-23689	132	12	research	research	PROPN
fbem-23689	132	13	on	on	ADP
fbem-23689	132	14	the	the	DET
fbem-23689	132	15	efficiency	efficiency	NOUN
fbem-23689	132	16	of	of	ADP
fbem-23689	132	17	green	green	ADJ
fbem-23689	132	18	finance	finance	NOUN
fbem-23689	132	19	in	in	ADP
fbem-23689	132	20	different	different	ADJ
fbem-23689	132	21	regions	region	NOUN
fbem-23689	132	22	based	base	VERB
fbem-23689	132	23	on	on	ADP
fbem-23689	132	24	graph	graph	NOUN
fbem-23689	132	25	neural	neural	ADJ
fbem-23689	132	26	network	network	NOUN
fbem-23689	132	27	.	.	PUNCT
fbem-23689	132	28	journal	journal	PROPN
fbem-23689	132	29	for	for	ADP
fbem-23689	132	30	economics	economic	NOUN
fbem-23689	132	31	forecasting	forecasting	NOUN
fbem-23689	132	32	.	.	PUNCT
fbem-23689	133	1	2021	2021	NUM
fbem-23689	133	2	,	,	PUNCT
fbem-23689	133	3	29(3	29(3	NUM
fbem-23689	133	4	):	):	PUNCT
fbem-23689	133	5	92	92	NUM
fbem-23689	133	6	-	-	SYM
fbem-23689	133	7	107	107	NUM
fbem-23689	133	8	.	.	PUNCT
fbem-23689	134	1	[	[	X
fbem-23689	134	2	17	17	NUM
fbem-23689	134	3	]	]	X
fbem-23689	134	4	li	li	PROPN
fbem-23689	134	5	j	j	PROPN
fbem-23689	134	6	,	,	PUNCT
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fbem-23689	134	8	x.	x.	PROPN
fbem-23689	134	9	research	research	NOUN
fbem-23689	134	10	on	on	ADP
fbem-23689	134	11	the	the	DET
fbem-23689	134	12	integration	integration	NOUN
fbem-23689	134	13	development	development	NOUN
fbem-23689	134	14	of	of	ADP
fbem-23689	134	15	green	green	ADJ
fbem-23689	134	16	finance	finance	NOUN
fbem-23689	134	17	and	and	CCONJ
fbem-23689	134	18	carbon	carbon	NOUN
fbem-23689	134	19	market	market	NOUN
fbem-23689	134	20	based	base	VERB
fbem-23689	134	21	on	on	ADP
fbem-23689	134	22	graph	graph	NOUN
fbem-23689	134	23	neural	neural	ADJ
fbem-23689	134	24	network	network	NOUN
fbem-23689	135	1	[	[	X
fbem-23689	135	2	j	j	X
fbem-23689	135	3	]	]	X
fbem-23689	135	4	.	.	PUNCT
fbem-23689	136	1	clean	clean	ADJ
fbem-23689	136	2	technologies	technology	NOUN
fbem-23689	136	3	and	and	CCONJ
fbem-23689	136	4	environmental	environmental	ADJ
fbem-23689	136	5	policy	policy	NOUN
fbem-23689	136	6	.	.	PUNCT
fbem-23689	137	1	2019	2019	NUM
fbem-23689	137	2	,	,	PUNCT
fbem-23689	137	3	21(4	21(4	NUM
fbem-23689	137	4	):	):	PUNCT
fbem-23689	137	5	755	755	NUM
fbem-23689	137	6	-	-	NUM
fbem-23689	137	7	767	767	NUM
fbem-23689	137	8	.	.	PUNCT
fbem-23689	138	1	[	[	X
fbem-23689	138	2	18	18	NUM
fbem-23689	138	3	]	]	X
fbem-23689	138	4	luo	luo	PROPN
fbem-23689	138	5	d	d	PROPN
fbem-23689	138	6	,	,	PUNCT
fbem-23689	138	7	sun	sun	PROPN
fbem-23689	138	8	j	j	PROPN
fbem-23689	138	9	,	,	PUNCT
fbem-23689	138	10	zhang	zhang	PROPN
fbem-23689	138	11	c.	c.	PROPN
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fbem-23689	138	13	prediction	prediction	NOUN
fbem-23689	138	14	model	model	NOUN
fbem-23689	138	15	of	of	ADP
fbem-23689	138	16	green	green	ADJ
fbem-23689	138	17	finance	finance	NOUN
fbem-23689	138	18	's	's	PART
fbem-23689	138	19	impact	impact	NOUN
fbem-23689	138	20	on	on	ADP
fbem-23689	138	21	economic	economic	ADJ
fbem-23689	138	22	growth	growth	NOUN
fbem-23689	138	23	based	base	VERB
fbem-23689	138	24	on	on	ADP
fbem-23689	138	25	graph	graph	NOUN
fbem-23689	138	26	neural	neural	ADJ
fbem-23689	138	27	network	network	NOUN
fbem-23689	138	28	[	[	X
fbem-23689	138	29	j	j	X
fbem-23689	138	30	]	]	X
fbem-23689	138	31	.	.	PUNCT
fbem-23689	139	1	journal	journal	PROPN
fbem-23689	139	2	of	of	ADP
fbem-23689	139	3	renmin	renmin	PROPN
fbem-23689	139	4	university	university	PROPN
fbem-23689	139	5	of	of	ADP
fbem-23689	139	6	china	china	PROPN
fbem-23689	139	7	.	.	PUNCT
fbem-23689	140	1	2020	2020	NUM
fbem-23689	140	2	,	,	PUNCT
fbem-23689	140	3	33(5	33(5	NUM
fbem-23689	140	4	):	):	PUNCT
fbem-23689	140	5	146	146	NUM
fbem-23689	140	6	-	-	SYM
fbem-23689	140	7	158	158	NUM
fbem-23689	140	8	.	.	PUNCT
fbem-23689	141	1	[	[	X
fbem-23689	141	2	19	19	NUM
fbem-23689	141	3	]	]	X
fbem-23689	141	4	lu	lu	PROPN
fbem-23689	141	5	l	l	PROPN
fbem-23689	141	6	,	,	PUNCT
fbem-23689	141	7	zhang	zhang	PROPN
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fbem-23689	141	9	,	,	PUNCT
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fbem-23689	141	11	y.	y.	PROPN
fbem-23689	141	12	research	research	PROPN
fbem-23689	141	13	on	on	ADP
fbem-23689	141	14	the	the	DET
fbem-23689	141	15	relationship	relationship	NOUN
fbem-23689	141	16	between	between	ADP
fbem-23689	141	17	green	green	ADJ
fbem-23689	141	18	finance	finance	NOUN
fbem-23689	141	19	and	and	CCONJ
fbem-23689	141	20	sustainable	sustainable	ADJ
fbem-23689	141	21	development	development	NOUN
fbem-23689	141	22	based	base	VERB
fbem-23689	141	23	on	on	ADP
fbem-23689	141	24	graph	graph	NOUN
fbem-23689	141	25	neural	neural	ADJ
fbem-23689	141	26	network	network	NOUN
fbem-23689	141	27	[	[	X
fbem-23689	141	28	j	j	X
fbem-23689	141	29	]	]	X
fbem-23689	141	30	.	.	PUNCT
fbem-23689	142	1	economic	economic	ADJ
fbem-23689	142	2	research	research	NOUN
fbem-23689	142	3	journal	journal	NOUN
fbem-23689	142	4	.	.	PUNCT
fbem-23689	143	1	2020	2020	NUM
fbem-23689	143	2	,	,	PUNCT
fbem-23689	143	3	55(9	55(9	NUM
fbem-23689	143	4	):	):	PUNCT
fbem-23689	143	5	170	170	NUM
fbem-23689	143	6	-	-	SYM
fbem-23689	143	7	183	183	NUM
fbem-23689	143	8	.	.	PUNCT
fbem-23689	144	1	[	[	X
fbem-23689	144	2	20	20	NUM
fbem-23689	144	3	]	]	X
fbem-23689	144	4	guo	guo	PROPN
fbem-23689	144	5	s	s	PROPN
fbem-23689	144	6	,	,	PUNCT
fbem-23689	144	7	si	si	PROPN
fbem-23689	144	8	x	x	PROPN
fbem-23689	144	9	,	,	PUNCT
fbem-23689	144	10	chen	chen	PROPN
fbem-23689	144	11	y.	y.	PROPN
fbem-23689	144	12	research	research	PROPN
fbem-23689	144	13	on	on	ADP
fbem-23689	144	14	the	the	DET
fbem-23689	144	15	impact	impact	NOUN
fbem-23689	144	16	of	of	ADP
fbem-23689	144	17	green	green	ADJ
fbem-23689	144	18	finance	finance	NOUN
fbem-23689	144	19	on	on	ADP
fbem-23689	144	20	environmental	environmental	ADJ
fbem-23689	144	21	governance	governance	NOUN
fbem-23689	144	22	based	base	VERB
fbem-23689	144	23	on	on	ADP
fbem-23689	144	24	graph	graph	NOUN
fbem-23689	144	25	neural	neural	ADJ
fbem-23689	144	26	network	network	NOUN
fbem-23689	145	1	[	[	X
fbem-23689	145	2	j	j	X
fbem-23689	145	3	]	]	X
fbem-23689	145	4	.	.	PUNCT
fbem-23689	146	1	journal	journal	PROPN
fbem-23689	146	2	of	of	ADP
fbem-23689	146	3	guangdong	guangdong	PROPN
fbem-23689	146	4	university	university	PROPN
fbem-23689	146	5	of	of	ADP
fbem-23689	146	6	business	business	NOUN
fbem-23689	146	7	studies	study	NOUN
fbem-23689	146	8	.	.	PUNCT
fbem-23689	147	1	2021	2021	NUM
fbem-23689	147	2	,	,	PUNCT
fbem-23689	147	3	33(2	33(2	NUM
fbem-23689	147	4	):	):	PUNCT
fbem-23689	147	5	22	22	NUM
fbem-23689	147	6	-	-	SYM
fbem-23689	147	7	28	28	NUM
fbem-23689	147	8	.	.	PUNCT