id	sid	tid	token	lemma	pos
easat-7048	1	1	edelweiss	edelweiss	PROPN
easat-7048	1	2	applied	apply	VERB
easat-7048	1	3	science	science	NOUN
easat-7048	1	4	and	and	CCONJ
easat-7048	1	5	technology	technology	NOUN
easat-7048	1	6	issn	issn	PROPN
easat-7048	1	7	:	:	PUNCT
easat-7048	1	8	2576	2576	NUM
easat-7048	1	9	-	-	SYM
easat-7048	1	10	8484	8484	NUM
easat-7048	1	11	vol	vol	NOUN
easat-7048	1	12	.	.	PROPN
easat-7048	2	1	9	9	NUM
easat-7048	2	2	,	,	PUNCT
easat-7048	2	3	no	no	INTJ
easat-7048	2	4	.	.	NOUN
easat-7048	2	5	5	5	NUM
easat-7048	2	6	,	,	PUNCT
easat-7048	2	7	1010	1010	NUM
easat-7048	2	8	-	-	SYM
easat-7048	2	9	1020	1020	NUM
easat-7048	2	10	2025	2025	NUM
easat-7048	2	11	publisher	publisher	NOUN
easat-7048	2	12	:	:	PUNCT
easat-7048	2	13	learning	learn	VERB
easat-7048	2	14	gate	gate	NOUN
easat-7048	2	15	doi	doi	PROPN
easat-7048	2	16	:	:	PUNCT
easat-7048	2	17	10.55214/25768484.v9i5.7048	10.55214/25768484.v9i5.7048	PROPN
easat-7048	2	18	©	©	PROPN
easat-7048	2	19	2025	2025	NUM
easat-7048	2	20	by	by	ADP
easat-7048	2	21	the	the	DET
easat-7048	2	22	author	author	NOUN
easat-7048	2	23	;	;	PUNCT
easat-7048	2	24	licensee	licensee	PROPN
easat-7048	2	25	learning	learning	NOUN
easat-7048	2	26	gate	gate	NOUN
easat-7048	3	1	©	©	PROPN
easat-7048	3	2	2025	2025	NUM
easat-7048	3	3	by	by	ADP
easat-7048	3	4	the	the	DET
easat-7048	3	5	author	author	NOUN
easat-7048	3	6	;	;	PUNCT
easat-7048	3	7	licensee	licensee	PROPN
easat-7048	3	8	learning	learning	NOUN
easat-7048	3	9	gate	gate	NOUN
easat-7048	3	10	history	history	NOUN
easat-7048	3	11	:	:	PUNCT
easat-7048	3	12	received	receive	VERB
easat-7048	3	13	:	:	PUNCT
easat-7048	3	14	24	24	NUM
easat-7048	3	15	february	february	NOUN
easat-7048	3	16	2025	2025	NUM
easat-7048	3	17	;	;	PUNCT
easat-7048	3	18	revised	revise	VERB
easat-7048	3	19	:	:	PUNCT
easat-7048	3	20	17	17	NUM
easat-7048	3	21	april	april	PROPN
easat-7048	3	22	2025	2025	NUM
easat-7048	3	23	;	;	PUNCT
easat-7048	3	24	accepted	accept	VERB
easat-7048	3	25	:	:	PUNCT
easat-7048	3	26	21	21	NUM
easat-7048	3	27	april	april	PROPN
easat-7048	3	28	2025	2025	NUM
easat-7048	3	29	;	;	PUNCT
easat-7048	3	30	published	publish	VERB
easat-7048	3	31	:	:	PUNCT
easat-7048	3	32	10	10	NUM
easat-7048	3	33	may	may	PROPN
easat-7048	3	34	2025	2025	NUM
easat-7048	3	35	*	*	PUNCT
easat-7048	3	36	correspondence	correspondence	NOUN
easat-7048	3	37	:	:	PUNCT
easat-7048	3	38	jzuclaedu@163.com	jzuclaedu@163.com	X
easat-7048	3	39	the	the	DET
easat-7048	3	40	role	role	NOUN
easat-7048	3	41	and	and	CCONJ
easat-7048	3	42	discourse	discourse	NOUN
easat-7048	3	43	of	of	ADP
easat-7048	3	44	fintech	fintech	NOUN
easat-7048	3	45	companies	company	NOUN
easat-7048	3	46	in	in	ADP
easat-7048	3	47	esg	esg	PROPN
easat-7048	3	48	issues	issue	NOUN
easat-7048	3	49	:	:	PUNCT
easat-7048	3	50	a	a	DET
easat-7048	3	51	crosscompany	crosscompany	NOUN
easat-7048	3	52	content	content	NOUN
easat-7048	3	53	analysis	analysis	NOUN
easat-7048	3	54	jie	jie	PROPN
easat-7048	3	55	zhang1	zhang1	PROPN
easat-7048	3	56	*	*	PROPN
easat-7048	3	57	1university	1university	NUM
easat-7048	3	58	of	of	ADP
easat-7048	3	59	california	california	PROPN
easat-7048	3	60	,	,	PUNCT
easat-7048	3	61	united	united	PROPN
easat-7048	3	62	states	states	PROPN
easat-7048	3	63	;	;	PUNCT
easat-7048	4	1	jzuclaedu@163.com	jzuclaedu@163.com	PROPN
easat-7048	4	2	(	(	PUNCT
easat-7048	4	3	j.z	j.z	PROPN
easat-7048	4	4	.	.	PROPN
easat-7048	4	5	)	)	PUNCT
easat-7048	4	6	.	.	PUNCT
easat-7048	5	1	abstract	abstract	ADJ
easat-7048	5	2	:	:	PUNCT
easat-7048	5	3	as	as	ADP
easat-7048	5	4	environmental	environmental	ADJ
easat-7048	5	5	,	,	PUNCT
easat-7048	5	6	social	social	ADJ
easat-7048	5	7	,	,	PUNCT
easat-7048	5	8	and	and	CCONJ
easat-7048	5	9	governance	governance	NOUN
easat-7048	5	10	(	(	PUNCT
easat-7048	5	11	esg	esg	NOUN
easat-7048	5	12	)	)	PUNCT
easat-7048	5	13	concerns	concern	NOUN
easat-7048	5	14	continue	continue	VERB
easat-7048	5	15	to	to	PART
easat-7048	5	16	influence	influence	VERB
easat-7048	5	17	global	global	ADJ
easat-7048	5	18	financial	financial	ADJ
easat-7048	5	19	markets	market	NOUN
easat-7048	5	20	,	,	PUNCT
easat-7048	5	21	the	the	DET
easat-7048	5	22	role	role	NOUN
easat-7048	5	23	of	of	ADP
easat-7048	5	24	fintech	fintech	NOUN
easat-7048	5	25	companies	company	NOUN
easat-7048	5	26	in	in	ADP
easat-7048	5	27	shaping	shape	VERB
easat-7048	5	28	and	and	CCONJ
easat-7048	5	29	disseminating	disseminate	VERB
easat-7048	5	30	esg	esg	NOUN
easat-7048	5	31	discourse	discourse	NOUN
easat-7048	5	32	has	have	AUX
easat-7048	5	33	garnered	garner	VERB
easat-7048	5	34	growing	grow	VERB
easat-7048	5	35	attention	attention	NOUN
easat-7048	5	36	.	.	PUNCT
easat-7048	6	1	while	while	SCONJ
easat-7048	6	2	existing	exist	VERB
easat-7048	6	3	research	research	NOUN
easat-7048	6	4	has	have	AUX
easat-7048	6	5	predominantly	predominantly	ADV
easat-7048	6	6	focused	focus	VERB
easat-7048	6	7	on	on	ADP
easat-7048	6	8	esg	esg	PROPN
easat-7048	6	9	disclosures	disclosure	NOUN
easat-7048	6	10	from	from	ADP
easat-7048	6	11	traditional	traditional	ADJ
easat-7048	6	12	financial	financial	ADJ
easat-7048	6	13	institutions	institution	NOUN
easat-7048	6	14	,	,	PUNCT
easat-7048	6	15	the	the	DET
easat-7048	6	16	communication	communication	NOUN
easat-7048	6	17	strategies	strategy	NOUN
easat-7048	6	18	of	of	ADP
easat-7048	6	19	fintech	fintech	NOUN
easat-7048	6	20	firms	firm	NOUN
easat-7048	6	21	,	,	PUNCT
easat-7048	6	22	entities	entity	NOUN
easat-7048	6	23	known	know	VERB
easat-7048	6	24	for	for	ADP
easat-7048	6	25	their	their	PRON
easat-7048	6	26	agility	agility	NOUN
easat-7048	6	27	,	,	PUNCT
easat-7048	6	28	digital	digital	ADJ
easat-7048	6	29	infrastructure	infrastructure	NOUN
easat-7048	6	30	,	,	PUNCT
easat-7048	6	31	and	and	CCONJ
easat-7048	6	32	platform	platform	NOUN
easat-7048	6	33	-	-	PUNCT
easat-7048	6	34	based	base	VERB
easat-7048	6	35	ecosystems	ecosystem	NOUN
easat-7048	6	36	,	,	PUNCT
easat-7048	6	37	remain	remain	VERB
easat-7048	6	38	underexplored	underexplored	ADJ
easat-7048	6	39	.	.	PUNCT
easat-7048	7	1	this	this	DET
easat-7048	7	2	study	study	NOUN
easat-7048	7	3	investigates	investigate	VERB
easat-7048	7	4	how	how	SCONJ
easat-7048	7	5	leading	lead	VERB
easat-7048	7	6	fintech	fintech	NOUN
easat-7048	7	7	companies	company	NOUN
easat-7048	7	8	engage	engage	VERB
easat-7048	7	9	with	with	ADP
easat-7048	7	10	esg	esg	PROPN
easat-7048	7	11	issues	issue	NOUN
easat-7048	7	12	through	through	ADP
easat-7048	7	13	public	public	ADJ
easat-7048	7	14	discourse	discourse	NOUN
easat-7048	7	15	by	by	ADP
easat-7048	7	16	conducting	conduct	VERB
easat-7048	7	17	a	a	DET
easat-7048	7	18	cross	cross	ADJ
easat-7048	7	19	-	-	ADJ
easat-7048	7	20	company	company	ADJ
easat-7048	7	21	content	content	NOUN
easat-7048	7	22	analysis	analysis	NOUN
easat-7048	7	23	using	use	VERB
easat-7048	7	24	a	a	DET
easat-7048	7	25	corpus	corpus	NOUN
easat-7048	7	26	of	of	ADP
easat-7048	7	27	official	official	ADJ
easat-7048	7	28	reports	report	NOUN
easat-7048	7	29	,	,	PUNCT
easat-7048	7	30	corporate	corporate	ADJ
easat-7048	7	31	websites	website	NOUN
easat-7048	7	32	,	,	PUNCT
easat-7048	7	33	and	and	CCONJ
easat-7048	7	34	verified	verify	VERB
easat-7048	7	35	social	social	ADJ
easat-7048	7	36	media	medium	NOUN
easat-7048	7	37	accounts	account	NOUN
easat-7048	7	38	.	.	PUNCT
easat-7048	8	1	we	we	PRON
easat-7048	8	2	develop	develop	VERB
easat-7048	8	3	a	a	DET
easat-7048	8	4	hybrid	hybrid	ADJ
easat-7048	8	5	methodology	methodology	NOUN
easat-7048	8	6	integrating	integrate	VERB
easat-7048	8	7	natural	natural	ADJ
easat-7048	8	8	language	language	NOUN
easat-7048	8	9	processing	processing	NOUN
easat-7048	8	10	(	(	PUNCT
easat-7048	8	11	nlp	nlp	NOUN
easat-7048	8	12	)	)	PUNCT
easat-7048	8	13	,	,	PUNCT
easat-7048	8	14	sentiment	sentiment	NOUN
easat-7048	8	15	analysis	analysis	NOUN
easat-7048	8	16	,	,	PUNCT
easat-7048	8	17	and	and	CCONJ
easat-7048	8	18	topic	topic	NOUN
easat-7048	8	19	modeling	modeling	NOUN
easat-7048	8	20	to	to	PART
easat-7048	8	21	examine	examine	VERB
easat-7048	8	22	the	the	DET
easat-7048	8	23	volume	volume	NOUN
easat-7048	8	24	,	,	PUNCT
easat-7048	8	25	orientation	orientation	NOUN
easat-7048	8	26	,	,	PUNCT
easat-7048	8	27	and	and	CCONJ
easat-7048	8	28	thematic	thematic	ADJ
easat-7048	8	29	composition	composition	NOUN
easat-7048	8	30	of	of	ADP
easat-7048	8	31	esg	esg	PROPN
easat-7048	8	32	-	-	PUNCT
easat-7048	8	33	related	relate	VERB
easat-7048	8	34	communications	communication	NOUN
easat-7048	8	35	across	across	ADP
easat-7048	8	36	ten	ten	NUM
easat-7048	8	37	fintech	fintech	NOUN
easat-7048	8	38	firms	firm	NOUN
easat-7048	8	39	.	.	PUNCT
easat-7048	9	1	our	our	PRON
easat-7048	9	2	findings	finding	NOUN
easat-7048	9	3	reveal	reveal	VERB
easat-7048	9	4	that	that	SCONJ
easat-7048	9	5	,	,	PUNCT
easat-7048	9	6	while	while	SCONJ
easat-7048	9	7	environmental	environmental	ADJ
easat-7048	9	8	narratives	narrative	NOUN
easat-7048	9	9	are	be	AUX
easat-7048	9	10	frequently	frequently	ADV
easat-7048	9	11	highlighted	highlight	VERB
easat-7048	9	12	,	,	PUNCT
easat-7048	9	13	governance	governance	NOUN
easat-7048	9	14	-	-	PUNCT
easat-7048	9	15	related	relate	VERB
easat-7048	9	16	content	content	NOUN
easat-7048	9	17	is	be	AUX
easat-7048	9	18	often	often	ADV
easat-7048	9	19	underrepresented	underrepresented	ADJ
easat-7048	9	20	.	.	PUNCT
easat-7048	10	1	companies	company	NOUN
easat-7048	10	2	differ	differ	VERB
easat-7048	10	3	significantly	significantly	ADV
easat-7048	10	4	in	in	ADP
easat-7048	10	5	their	their	PRON
easat-7048	10	6	discursive	discursive	ADJ
easat-7048	10	7	orientation	orientation	NOUN
easat-7048	10	8	:	:	PUNCT
easat-7048	10	9	some	some	PRON
easat-7048	10	10	emphasize	emphasize	VERB
easat-7048	10	11	technological	technological	ADJ
easat-7048	10	12	solutions	solution	NOUN
easat-7048	10	13	to	to	ADP
easat-7048	10	14	sustainability	sustainability	NOUN
easat-7048	10	15	(	(	PUNCT
easat-7048	10	16	e.g.	e.g.	ADV
easat-7048	10	17	,	,	PUNCT
easat-7048	10	18	green	green	ADJ
easat-7048	10	19	infrastructure	infrastructure	NOUN
easat-7048	10	20	,	,	PUNCT
easat-7048	10	21	carbon	carbon	NOUN
easat-7048	10	22	-	-	PUNCT
easat-7048	10	23	neutral	neutral	ADJ
easat-7048	10	24	systems	system	NOUN
easat-7048	10	25	)	)	PUNCT
easat-7048	10	26	,	,	PUNCT
easat-7048	10	27	whereas	whereas	SCONJ
easat-7048	10	28	others	other	NOUN
easat-7048	10	29	focus	focus	VERB
easat-7048	10	30	on	on	ADP
easat-7048	10	31	financial	financial	ADJ
easat-7048	10	32	inclusivity	inclusivity	NOUN
easat-7048	10	33	or	or	CCONJ
easat-7048	10	34	ethical	ethical	ADJ
easat-7048	10	35	data	datum	NOUN
easat-7048	10	36	use	use	NOUN
easat-7048	10	37	.	.	PUNCT
easat-7048	11	1	despite	despite	SCONJ
easat-7048	11	2	these	these	DET
easat-7048	11	3	divergences	divergence	NOUN
easat-7048	11	4	,	,	PUNCT
easat-7048	11	5	a	a	DET
easat-7048	11	6	common	common	ADJ
easat-7048	11	7	strategic	strategic	ADJ
easat-7048	11	8	pattern	pattern	NOUN
easat-7048	11	9	emerges	emerge	NOUN
easat-7048	11	10	,	,	PUNCT
easat-7048	11	11	namely	namely	ADV
easat-7048	11	12	,	,	PUNCT
easat-7048	11	13	the	the	DET
easat-7048	11	14	framing	framing	NOUN
easat-7048	11	15	of	of	ADP
easat-7048	11	16	esg	esg	PROPN
easat-7048	11	17	commitments	commitment	NOUN
easat-7048	11	18	as	as	ADP
easat-7048	11	19	part	part	NOUN
easat-7048	11	20	of	of	ADP
easat-7048	11	21	broader	broad	ADJ
easat-7048	11	22	innovation	innovation	NOUN
easat-7048	11	23	and	and	CCONJ
easat-7048	11	24	trustbuilding	trustbuilding	NOUN
easat-7048	11	25	agendas	agenda	NOUN
easat-7048	11	26	.	.	PUNCT
easat-7048	12	1	furthermore	furthermore	ADV
easat-7048	12	2	,	,	PUNCT
easat-7048	12	3	our	our	PRON
easat-7048	12	4	sentiment	sentiment	NOUN
easat-7048	12	5	analysis	analysis	NOUN
easat-7048	12	6	indicates	indicate	VERB
easat-7048	12	7	a	a	DET
easat-7048	12	8	consistently	consistently	ADV
easat-7048	12	9	positive	positive	ADJ
easat-7048	12	10	tone	tone	NOUN
easat-7048	12	11	across	across	ADP
easat-7048	12	12	esg	esg	PROPN
easat-7048	12	13	topics	topic	NOUN
easat-7048	12	14	,	,	PUNCT
easat-7048	12	15	suggesting	suggest	VERB
easat-7048	12	16	a	a	DET
easat-7048	12	17	performative	performative	ADJ
easat-7048	12	18	dimension	dimension	NOUN
easat-7048	12	19	in	in	ADP
easat-7048	12	20	fintech	fintech	NOUN
easat-7048	12	21	esg	esg	NOUN
easat-7048	12	22	communication	communication	NOUN
easat-7048	12	23	.	.	PUNCT
easat-7048	13	1	we	we	PRON
easat-7048	13	2	also	also	ADV
easat-7048	13	3	identify	identify	VERB
easat-7048	13	4	the	the	DET
easat-7048	13	5	use	use	NOUN
easat-7048	13	6	of	of	ADP
easat-7048	13	7	abstract	abstract	ADJ
easat-7048	13	8	,	,	PUNCT
easat-7048	13	9	aspirational	aspirational	ADJ
easat-7048	13	10	language	language	NOUN
easat-7048	13	11	in	in	ADP
easat-7048	13	12	social	social	ADJ
easat-7048	13	13	and	and	CCONJ
easat-7048	13	14	governance	governance	NOUN
easat-7048	13	15	narratives	narrative	NOUN
easat-7048	13	16	,	,	PUNCT
easat-7048	13	17	contrasting	contrast	VERB
easat-7048	13	18	with	with	ADP
easat-7048	13	19	more	more	ADJ
easat-7048	13	20	concrete	concrete	ADJ
easat-7048	13	21	expressions	expression	NOUN
easat-7048	13	22	in	in	ADP
easat-7048	13	23	environmental	environmental	ADJ
easat-7048	13	24	disclosures	disclosure	NOUN
easat-7048	13	25	.	.	PUNCT
easat-7048	14	1	these	these	DET
easat-7048	14	2	findings	finding	NOUN
easat-7048	14	3	contribute	contribute	VERB
easat-7048	14	4	to	to	ADP
easat-7048	14	5	a	a	DET
easat-7048	14	6	deeper	deep	ADJ
easat-7048	14	7	understanding	understanding	NOUN
easat-7048	14	8	of	of	ADP
easat-7048	14	9	the	the	DET
easat-7048	14	10	role	role	NOUN
easat-7048	14	11	of	of	ADP
easat-7048	14	12	digital	digital	ADJ
easat-7048	14	13	financial	financial	ADJ
easat-7048	14	14	actors	actor	NOUN
easat-7048	14	15	in	in	ADP
easat-7048	14	16	shaping	shape	VERB
easat-7048	14	17	sustainability	sustainability	NOUN
easat-7048	14	18	discourses	discourse	NOUN
easat-7048	14	19	and	and	CCONJ
easat-7048	14	20	offer	offer	VERB
easat-7048	14	21	actionable	actionable	ADJ
easat-7048	14	22	insights	insight	NOUN
easat-7048	14	23	for	for	ADP
easat-7048	14	24	regulators	regulator	NOUN
easat-7048	14	25	,	,	PUNCT
easat-7048	14	26	investors	investor	NOUN
easat-7048	14	27	,	,	PUNCT
easat-7048	14	28	and	and	CCONJ
easat-7048	14	29	communication	communication	NOUN
easat-7048	14	30	strategists	strategist	NOUN
easat-7048	14	31	aiming	aim	VERB
easat-7048	14	32	to	to	PART
easat-7048	14	33	assess	assess	VERB
easat-7048	14	34	esg	esg	NOUN
easat-7048	14	35	transparency	transparency	NOUN
easat-7048	14	36	and	and	CCONJ
easat-7048	14	37	authenticity	authenticity	NOUN
easat-7048	14	38	in	in	ADP
easat-7048	14	39	the	the	DET
easat-7048	14	40	fintech	fintech	NOUN
easat-7048	14	41	sector	sector	NOUN
easat-7048	14	42	.	.	PUNCT
easat-7048	15	1	by	by	ADP
easat-7048	15	2	situating	situate	VERB
easat-7048	15	3	esg	esg	NOUN
easat-7048	15	4	discourse	discourse	NOUN
easat-7048	15	5	within	within	ADP
easat-7048	15	6	the	the	DET
easat-7048	15	7	broader	broad	ADJ
easat-7048	15	8	communicative	communicative	ADJ
easat-7048	15	9	practices	practice	NOUN
easat-7048	15	10	of	of	ADP
easat-7048	15	11	fintech	fintech	NOUN
easat-7048	15	12	firms	firm	NOUN
easat-7048	15	13	,	,	PUNCT
easat-7048	15	14	this	this	DET
easat-7048	15	15	study	study	NOUN
easat-7048	15	16	underscores	underscore	VERB
easat-7048	15	17	the	the	DET
easat-7048	15	18	importance	importance	NOUN
easat-7048	15	19	of	of	ADP
easat-7048	15	20	not	not	PART
easat-7048	15	21	only	only	ADV
easat-7048	15	22	what	what	PRON
easat-7048	15	23	is	be	AUX
easat-7048	15	24	communicated	communicate	VERB
easat-7048	15	25	,	,	PUNCT
easat-7048	15	26	but	but	CCONJ
easat-7048	15	27	how	how	SCONJ
easat-7048	15	28	,	,	PUNCT
easat-7048	15	29	why	why	SCONJ
easat-7048	15	30	,	,	PUNCT
easat-7048	15	31	and	and	CCONJ
easat-7048	15	32	to	to	ADP
easat-7048	15	33	whom	whom	PRON
easat-7048	15	34	,	,	PUNCT
easat-7048	15	35	a	a	DET
easat-7048	15	36	perspective	perspective	NOUN
easat-7048	15	37	increasingly	increasingly	ADV
easat-7048	15	38	relevant	relevant	ADJ
easat-7048	15	39	in	in	ADP
easat-7048	15	40	a	a	DET
easat-7048	15	41	data	data	NOUN
easat-7048	15	42	-	-	PUNCT
easat-7048	15	43	driven	drive	VERB
easat-7048	15	44	and	and	CCONJ
easat-7048	15	45	reputationally	reputationally	ADV
easat-7048	15	46	sensitive	sensitive	ADJ
easat-7048	15	47	digital	digital	ADJ
easat-7048	15	48	economy	economy	NOUN
easat-7048	15	49	.	.	PUNCT
easat-7048	16	1	keywords	keyword	NOUN
easat-7048	16	2	:	:	PUNCT
easat-7048	16	3	content	content	NOUN
easat-7048	16	4	analysis	analysis	NOUN
easat-7048	16	5	,	,	PUNCT
easat-7048	16	6	corporate	corporate	ADJ
easat-7048	16	7	discourse	discourse	NOUN
easat-7048	16	8	,	,	PUNCT
easat-7048	16	9	digital	digital	ADJ
easat-7048	16	10	finance	finance	NOUN
easat-7048	16	11	,	,	PUNCT
easat-7048	16	12	esg	esg	NOUN
easat-7048	16	13	communication	communication	NOUN
easat-7048	16	14	,	,	PUNCT
easat-7048	16	15	fintech	fintech	NOUN
easat-7048	16	16	,	,	PUNCT
easat-7048	16	17	governance	governance	NOUN
easat-7048	16	18	transparency	transparency	NOUN
easat-7048	16	19	.	.	PUNCT
easat-7048	17	1	nlp	nlp	ADJ
easat-7048	17	2	,	,	PUNCT
easat-7048	17	3	sustainability	sustainability	NOUN
easat-7048	17	4	reporting	reporting	NOUN
easat-7048	17	5	.	.	PUNCT
easat-7048	18	1	1	1	X
easat-7048	18	2	.	.	X
easat-7048	18	3	introduction	introduction	NOUN
easat-7048	18	4	the	the	DET
easat-7048	18	5	integration	integration	NOUN
easat-7048	18	6	of	of	ADP
easat-7048	18	7	financial	financial	ADJ
easat-7048	18	8	technology	technology	NOUN
easat-7048	18	9	(	(	PUNCT
easat-7048	18	10	fintech	fintech	NOUN
easat-7048	18	11	)	)	PUNCT
easat-7048	18	12	into	into	ADP
easat-7048	18	13	global	global	ADJ
easat-7048	18	14	financial	financial	ADJ
easat-7048	18	15	systems	system	NOUN
easat-7048	18	16	has	have	AUX
easat-7048	18	17	profoundly	profoundly	ADV
easat-7048	18	18	reconfigured	reconfigure	VERB
easat-7048	18	19	not	not	PART
easat-7048	18	20	only	only	ADV
easat-7048	18	21	the	the	DET
easat-7048	18	22	delivery	delivery	NOUN
easat-7048	18	23	of	of	ADP
easat-7048	18	24	financial	financial	ADJ
easat-7048	18	25	services	service	NOUN
easat-7048	18	26	but	but	CCONJ
easat-7048	18	27	also	also	ADV
easat-7048	18	28	the	the	DET
easat-7048	18	29	normative	normative	ADJ
easat-7048	18	30	and	and	CCONJ
easat-7048	18	31	communicative	communicative	ADJ
easat-7048	18	32	responsibilities	responsibility	NOUN
easat-7048	18	33	of	of	ADP
easat-7048	18	34	financial	financial	ADJ
easat-7048	18	35	actors	actor	NOUN
easat-7048	18	36	.	.	PUNCT
easat-7048	19	1	while	while	SCONJ
easat-7048	19	2	much	much	ADV
easat-7048	19	3	scholarly	scholarly	ADJ
easat-7048	19	4	and	and	CCONJ
easat-7048	19	5	industry	industry	NOUN
easat-7048	19	6	attention	attention	NOUN
easat-7048	19	7	has	have	AUX
easat-7048	19	8	focused	focus	VERB
easat-7048	19	9	on	on	ADP
easat-7048	19	10	fintech	fintech	NOUN
easat-7048	19	11	's	's	PART
easat-7048	19	12	capacity	capacity	NOUN
easat-7048	19	13	to	to	PART
easat-7048	19	14	disrupt	disrupt	VERB
easat-7048	19	15	traditional	traditional	ADJ
easat-7048	19	16	banking	banking	NOUN
easat-7048	19	17	models	model	NOUN
easat-7048	19	18	via	via	ADP
easat-7048	19	19	innovations	innovation	NOUN
easat-7048	19	20	in	in	ADP
easat-7048	19	21	digital	digital	ADJ
easat-7048	19	22	lending	lending	NOUN
easat-7048	19	23	,	,	PUNCT
easat-7048	19	24	payments	payment	NOUN
easat-7048	19	25	,	,	PUNCT
easat-7048	19	26	and	and	CCONJ
easat-7048	19	27	decentralized	decentralized	ADJ
easat-7048	19	28	finance	finance	NOUN
easat-7048	19	29	,	,	PUNCT
easat-7048	19	30	far	far	ADV
easat-7048	19	31	less	less	ADJ
easat-7048	19	32	attention	attention	NOUN
easat-7048	19	33	has	have	AUX
easat-7048	19	34	been	be	AUX
easat-7048	19	35	paid	pay	VERB
easat-7048	19	36	to	to	ADP
easat-7048	19	37	how	how	SCONJ
easat-7048	19	38	these	these	DET
easat-7048	19	39	firms	firm	NOUN
easat-7048	19	40	articulate	articulate	VERB
easat-7048	19	41	,	,	PUNCT
easat-7048	19	42	negotiate	negotiate	VERB
easat-7048	19	43	,	,	PUNCT
easat-7048	19	44	and	and	CCONJ
easat-7048	19	45	perform	perform	VERB
easat-7048	19	46	their	their	PRON
easat-7048	19	47	roles	role	NOUN
easat-7048	19	48	in	in	ADP
easat-7048	19	49	relation	relation	NOUN
easat-7048	19	50	to	to	ADP
easat-7048	19	51	environmental	environmental	ADJ
easat-7048	19	52	,	,	PUNCT
easat-7048	19	53	social	social	ADJ
easat-7048	19	54	,	,	PUNCT
easat-7048	19	55	and	and	CCONJ
easat-7048	19	56	governance	governance	NOUN
easat-7048	19	57	imperatives	imperative	NOUN
easat-7048	20	1	[	[	X
easat-7048	20	2	1	1	NUM
easat-7048	20	3	-	-	SYM
easat-7048	20	4	3	3	NUM
easat-7048	20	5	]	]	PUNCT
easat-7048	20	6	.	.	PUNCT
easat-7048	21	1	this	this	DET
easat-7048	21	2	omission	omission	NOUN
easat-7048	21	3	is	be	AUX
easat-7048	21	4	notable	notable	ADJ
easat-7048	21	5	,	,	PUNCT
easat-7048	21	6	especially	especially	ADV
easat-7048	21	7	as	as	SCONJ
easat-7048	21	8	esg	esg	NOUN
easat-7048	21	9	frameworks	framework	NOUN
easat-7048	21	10	increasingly	increasingly	ADV
easat-7048	21	11	shape	shape	VERB
easat-7048	21	12	investment	investment	NOUN
easat-7048	21	13	decisions	decision	NOUN
easat-7048	21	14	,	,	PUNCT
easat-7048	21	15	regulatory	regulatory	ADJ
easat-7048	21	16	structures	structure	NOUN
easat-7048	21	17	,	,	PUNCT
easat-7048	21	18	and	and	CCONJ
easat-7048	21	19	corporate	corporate	ADJ
easat-7048	21	20	legitimacy	legitimacy	NOUN
easat-7048	21	21	in	in	ADP
easat-7048	21	22	the	the	DET
easat-7048	21	23	post-2020	post-2020	ADJ
easat-7048	21	24	financial	financial	ADJ
easat-7048	21	25	order	order	NOUN
easat-7048	21	26	.	.	PUNCT
easat-7048	22	1	1011	1011	NUM
easat-7048	22	2	edelweiss	edelweiss	PROPN
easat-7048	22	3	applied	apply	VERB
easat-7048	22	4	science	science	NOUN
easat-7048	22	5	and	and	CCONJ
easat-7048	22	6	technology	technology	NOUN
easat-7048	22	7	issn	issn	PROPN
easat-7048	22	8	:	:	PUNCT
easat-7048	22	9	2576	2576	NUM
easat-7048	22	10	-	-	SYM
easat-7048	22	11	8484	8484	NUM
easat-7048	22	12	vol	vol	NOUN
easat-7048	22	13	.	.	PROPN
easat-7048	23	1	9	9	NUM
easat-7048	23	2	,	,	PUNCT
easat-7048	23	3	no	no	INTJ
easat-7048	23	4	.	.	NOUN
easat-7048	23	5	5	5	NUM
easat-7048	23	6	:	:	PUNCT
easat-7048	23	7	1010	1010	NUM
easat-7048	23	8	-	-	SYM
easat-7048	23	9	1020	1020	NUM
easat-7048	23	10	,	,	PUNCT
easat-7048	23	11	2025	2025	NUM
easat-7048	23	12	doi	doi	NOUN
easat-7048	23	13	:	:	PUNCT
easat-7048	23	14	10.55214/25768484.v9i5.7048	10.55214/25768484.v9i5.7048	PROPN
easat-7048	23	15	©	©	PROPN
easat-7048	23	16	2025	2025	NUM
easat-7048	23	17	by	by	ADP
easat-7048	23	18	the	the	DET
easat-7048	23	19	author	author	NOUN
easat-7048	23	20	;	;	PUNCT
easat-7048	23	21	licensee	licensee	PROPN
easat-7048	23	22	learning	learn	VERB
easat-7048	23	23	gate	gate	PROPN
easat-7048	23	24	fintech	fintech	NOUN
easat-7048	23	25	companies	company	NOUN
easat-7048	23	26	,	,	PUNCT
easat-7048	23	27	often	often	ADV
easat-7048	23	28	positioned	position	VERB
easat-7048	23	29	as	as	ADP
easat-7048	23	30	agile	agile	ADJ
easat-7048	23	31	,	,	PUNCT
easat-7048	23	32	cloud	cloud	NOUN
easat-7048	23	33	-	-	PUNCT
easat-7048	23	34	native	native	ADJ
easat-7048	23	35	,	,	PUNCT
easat-7048	23	36	and	and	CCONJ
easat-7048	23	37	platform	platform	NOUN
easat-7048	23	38	-	-	PUNCT
easat-7048	23	39	centric	centric	ADJ
easat-7048	23	40	,	,	PUNCT
easat-7048	23	41	engage	engage	VERB
easat-7048	23	42	with	with	ADP
easat-7048	23	43	esg	esg	PROPN
easat-7048	23	44	discourse	discourse	NOUN
easat-7048	23	45	under	under	ADP
easat-7048	23	46	conditions	condition	NOUN
easat-7048	23	47	markedly	markedly	ADV
easat-7048	23	48	different	different	ADJ
easat-7048	23	49	from	from	ADP
easat-7048	23	50	those	those	PRON
easat-7048	23	51	of	of	ADP
easat-7048	23	52	legacy	legacy	NOUN
easat-7048	23	53	financial	financial	ADJ
easat-7048	23	54	institutions	institution	NOUN
easat-7048	23	55	.	.	PUNCT
easat-7048	24	1	whereas	whereas	SCONJ
easat-7048	24	2	banks	bank	NOUN
easat-7048	24	3	typically	typically	ADV
easat-7048	24	4	disclose	disclose	VERB
easat-7048	24	5	esg	esg	PROPN
easat-7048	24	6	data	datum	NOUN
easat-7048	24	7	via	via	ADP
easat-7048	24	8	highly	highly	ADV
easat-7048	24	9	regulated	regulated	ADJ
easat-7048	24	10	,	,	PUNCT
easat-7048	24	11	temporally	temporally	ADV
easat-7048	24	12	bounded	bound	VERB
easat-7048	24	13	formats	format	NOUN
easat-7048	24	14	(	(	PUNCT
easat-7048	24	15	e.g.	e.g.	ADV
easat-7048	24	16	,	,	PUNCT
easat-7048	24	17	annual	annual	ADJ
easat-7048	24	18	reports	report	NOUN
easat-7048	24	19	or	or	CCONJ
easat-7048	24	20	mandated	mandate	VERB
easat-7048	24	21	filings	filing	NOUN
easat-7048	24	22	)	)	PUNCT
easat-7048	24	23	,	,	PUNCT
easat-7048	24	24	fintech	fintech	NOUN
easat-7048	24	25	firms	firm	NOUN
easat-7048	24	26	operate	operate	VERB
easat-7048	24	27	within	within	ADP
easat-7048	24	28	dispersed	disperse	VERB
easat-7048	24	29	communicative	communicative	ADJ
easat-7048	24	30	architectures	architecture	NOUN
easat-7048	24	31	:	:	PUNCT
easat-7048	24	32	dynamically	dynamically	ADV
easat-7048	24	33	updated	update	VERB
easat-7048	24	34	websites	website	NOUN
easat-7048	24	35	,	,	PUNCT
easat-7048	24	36	api	api	NOUN
easat-7048	24	37	-	-	PUNCT
easat-7048	24	38	driven	drive	VERB
easat-7048	24	39	dashboards	dashboard	NOUN
easat-7048	24	40	,	,	PUNCT
easat-7048	24	41	social	social	ADJ
easat-7048	24	42	media	medium	NOUN
easat-7048	24	43	streams	stream	NOUN
easat-7048	24	44	,	,	PUNCT
easat-7048	24	45	investor	investor	NOUN
easat-7048	24	46	blogs	blog	NOUN
easat-7048	24	47	,	,	PUNCT
easat-7048	24	48	and	and	CCONJ
easat-7048	24	49	open	open	ADJ
easat-7048	24	50	-	-	PUNCT
easat-7048	24	51	source	source	NOUN
easat-7048	24	52	technical	technical	ADJ
easat-7048	24	53	repositories	repository	NOUN
easat-7048	24	54	.	.	PUNCT
easat-7048	25	1	these	these	DET
easat-7048	25	2	semi	semi	ADJ
easat-7048	25	3	-	-	ADJ
easat-7048	25	4	public	public	ADJ
easat-7048	25	5	spaces	space	NOUN
easat-7048	25	6	enable	enable	VERB
easat-7048	25	7	real	real	ADJ
easat-7048	25	8	-	-	PUNCT
easat-7048	25	9	time	time	NOUN
easat-7048	25	10	esg	esg	NOUN
easat-7048	25	11	signaling	signal	VERB
easat-7048	25	12	but	but	CCONJ
easat-7048	25	13	also	also	ADV
easat-7048	25	14	open	open	VERB
easat-7048	25	15	up	up	ADP
easat-7048	25	16	new	new	ADJ
easat-7048	25	17	vectors	vector	NOUN
easat-7048	25	18	for	for	ADP
easat-7048	25	19	discursive	discursive	ADJ
easat-7048	25	20	ambiguity	ambiguity	NOUN
easat-7048	25	21	,	,	PUNCT
easat-7048	25	22	performance	performance	NOUN
easat-7048	25	23	signaling	signal	VERB
easat-7048	25	24	,	,	PUNCT
easat-7048	25	25	and	and	CCONJ
easat-7048	25	26	selective	selective	ADJ
easat-7048	25	27	transparency	transparency	NOUN
easat-7048	25	28	.	.	PUNCT
easat-7048	26	1	as	as	SCONJ
easat-7048	26	2	such	such	ADJ
easat-7048	26	3	,	,	PUNCT
easat-7048	26	4	fintech	fintech	NOUN
easat-7048	26	5	's	's	PART
easat-7048	26	6	esg	esg	NOUN
easat-7048	26	7	communication	communication	NOUN
easat-7048	26	8	should	should	AUX
easat-7048	26	9	not	not	PART
easat-7048	26	10	be	be	AUX
easat-7048	26	11	viewed	view	VERB
easat-7048	26	12	as	as	ADP
easat-7048	26	13	a	a	DET
easat-7048	26	14	derivative	derivative	NOUN
easat-7048	26	15	of	of	ADP
easat-7048	26	16	traditional	traditional	ADJ
easat-7048	26	17	financial	financial	ADJ
easat-7048	26	18	reporting	reporting	NOUN
easat-7048	26	19	,	,	PUNCT
easat-7048	26	20	but	but	CCONJ
easat-7048	26	21	as	as	ADP
easat-7048	26	22	a	a	DET
easat-7048	26	23	genre	genre	NOUN
easat-7048	26	24	of	of	ADP
easat-7048	26	25	its	its	PRON
easat-7048	26	26	own	own	ADJ
easat-7048	26	27	,	,	PUNCT
easat-7048	26	28	mediated	mediate	VERB
easat-7048	26	29	by	by	ADP
easat-7048	26	30	digital	digital	ADJ
easat-7048	26	31	affordances	affordance	NOUN
easat-7048	26	32	,	,	PUNCT
easat-7048	26	33	market	market	NOUN
easat-7048	26	34	narratives	narrative	NOUN
easat-7048	26	35	,	,	PUNCT
easat-7048	26	36	and	and	CCONJ
easat-7048	26	37	platform	platform	NOUN
easat-7048	26	38	governance	governance	NOUN
easat-7048	26	39	structures	structure	NOUN
easat-7048	26	40	.	.	PUNCT
easat-7048	27	1	existing	exist	VERB
easat-7048	27	2	literature	literature	NOUN
easat-7048	27	3	has	have	AUX
easat-7048	27	4	begun	begin	VERB
easat-7048	27	5	to	to	PART
easat-7048	27	6	acknowledge	acknowledge	VERB
easat-7048	27	7	that	that	SCONJ
easat-7048	27	8	sustainability	sustainability	NOUN
easat-7048	27	9	in	in	ADP
easat-7048	27	10	fintech	fintech	NOUN
easat-7048	27	11	is	be	AUX
easat-7048	27	12	not	not	PART
easat-7048	27	13	only	only	ADV
easat-7048	27	14	about	about	ADP
easat-7048	27	15	enabling	enable	VERB
easat-7048	27	16	green	green	ADJ
easat-7048	27	17	financial	financial	ADJ
easat-7048	27	18	products	product	NOUN
easat-7048	27	19	but	but	CCONJ
easat-7048	27	20	also	also	ADV
easat-7048	27	21	about	about	ADP
easat-7048	27	22	how	how	SCONJ
easat-7048	27	23	firms	firm	NOUN
easat-7048	27	24	communicate	communicate	VERB
easat-7048	27	25	sustainability	sustainability	NOUN
easat-7048	27	26	to	to	ADP
easat-7048	27	27	investors	investor	NOUN
easat-7048	27	28	,	,	PUNCT
easat-7048	27	29	regulators	regulator	NOUN
easat-7048	27	30	,	,	PUNCT
easat-7048	27	31	and	and	CCONJ
easat-7048	27	32	the	the	DET
easat-7048	27	33	public	public	NOUN
easat-7048	27	34	[	[	X
easat-7048	27	35	4	4	NUM
easat-7048	27	36	]	]	PUNCT
easat-7048	27	37	.	.	PUNCT
easat-7048	28	1	here	here	ADV
easat-7048	28	2	,	,	PUNCT
easat-7048	28	3	language	language	NOUN
easat-7048	28	4	operates	operate	VERB
easat-7048	28	5	not	not	PART
easat-7048	28	6	merely	merely	ADV
easat-7048	28	7	as	as	ADP
easat-7048	28	8	a	a	DET
easat-7048	28	9	medium	medium	NOUN
easat-7048	28	10	of	of	ADP
easat-7048	28	11	information	information	NOUN
easat-7048	28	12	transfer	transfer	NOUN
easat-7048	28	13	,	,	PUNCT
easat-7048	28	14	but	but	CCONJ
easat-7048	28	15	as	as	ADP
easat-7048	28	16	a	a	DET
easat-7048	28	17	strategic	strategic	ADJ
easat-7048	28	18	resource	resource	NOUN
easat-7048	28	19	for	for	ADP
easat-7048	28	20	building	building	NOUN
easat-7048	28	21	trust	trust	NOUN
easat-7048	28	22	,	,	PUNCT
easat-7048	28	23	signaling	signal	VERB
easat-7048	28	24	values	value	NOUN
easat-7048	28	25	,	,	PUNCT
easat-7048	28	26	and	and	CCONJ
easat-7048	28	27	positioning	position	VERB
easat-7048	28	28	the	the	DET
easat-7048	28	29	firm	firm	NOUN
easat-7048	28	30	within	within	ADP
easat-7048	28	31	emerging	emerge	VERB
easat-7048	28	32	sustainability	sustainability	NOUN
easat-7048	28	33	economies	economy	NOUN
easat-7048	28	34	.	.	PUNCT
easat-7048	29	1	in	in	ADP
easat-7048	29	2	this	this	DET
easat-7048	29	3	context	context	NOUN
easat-7048	29	4	,	,	PUNCT
easat-7048	29	5	the	the	DET
easat-7048	29	6	performative	performative	ADJ
easat-7048	29	7	dimension	dimension	NOUN
easat-7048	29	8	of	of	ADP
easat-7048	29	9	esg	esg	PROPN
easat-7048	29	10	discourse	discourse	NOUN
easat-7048	29	11	becomes	become	VERB
easat-7048	29	12	critical	critical	ADJ
easat-7048	29	13	,	,	PUNCT
easat-7048	29	14	fintech	fintech	NOUN
easat-7048	29	15	companies	company	NOUN
easat-7048	29	16	increasingly	increasingly	ADV
easat-7048	29	17	use	use	VERB
easat-7048	29	18	esg	esg	NOUN
easat-7048	29	19	narratives	narrative	NOUN
easat-7048	29	20	to	to	PART
easat-7048	29	21	shape	shape	VERB
easat-7048	29	22	perceptions	perception	NOUN
easat-7048	29	23	of	of	ADP
easat-7048	29	24	innovation	innovation	NOUN
easat-7048	29	25	,	,	PUNCT
easat-7048	29	26	ethics	ethic	NOUN
easat-7048	29	27	,	,	PUNCT
easat-7048	29	28	and	and	CCONJ
easat-7048	29	29	future	future	ADJ
easat-7048	29	30	-	-	PUNCT
easat-7048	29	31	readiness	readiness	NOUN
easat-7048	29	32	,	,	PUNCT
easat-7048	29	33	often	often	ADV
easat-7048	29	34	in	in	ADP
easat-7048	29	35	the	the	DET
easat-7048	29	36	absence	absence	NOUN
easat-7048	29	37	of	of	ADP
easat-7048	29	38	standardized	standardized	ADJ
easat-7048	29	39	disclosure	disclosure	NOUN
easat-7048	29	40	frameworks	framework	NOUN
easat-7048	29	41	or	or	CCONJ
easat-7048	29	42	independent	independent	ADJ
easat-7048	29	43	validation	validation	NOUN
easat-7048	29	44	mechanisms	mechanism	NOUN
easat-7048	29	45	.	.	PUNCT
easat-7048	30	1	yet	yet	ADV
easat-7048	30	2	,	,	PUNCT
easat-7048	30	3	while	while	SCONJ
easat-7048	30	4	scholars	scholar	NOUN
easat-7048	30	5	have	have	AUX
easat-7048	30	6	studied	study	VERB
easat-7048	30	7	esg	esg	NOUN
easat-7048	30	8	communication	communication	NOUN
easat-7048	30	9	in	in	ADP
easat-7048	30	10	traditional	traditional	ADJ
easat-7048	30	11	corporate	corporate	ADJ
easat-7048	30	12	settings	setting	NOUN
easat-7048	30	13	,	,	PUNCT
easat-7048	30	14	its	its	PRON
easat-7048	30	15	enactment	enactment	NOUN
easat-7048	30	16	within	within	ADP
easat-7048	30	17	fintech	fintech	NOUN
easat-7048	30	18	ecosystems	ecosystem	NOUN
easat-7048	30	19	remains	remain	VERB
easat-7048	30	20	conceptually	conceptually	ADV
easat-7048	30	21	under	under	ADV
easat-7048	30	22	-	-	PUNCT
easat-7048	30	23	theorized	theorize	VERB
easat-7048	30	24	and	and	CCONJ
easat-7048	30	25	empirically	empirically	ADV
easat-7048	30	26	underexplored	underexplored	ADJ
easat-7048	30	27	.	.	PUNCT
easat-7048	31	1	recent	recent	ADJ
easat-7048	31	2	advances	advance	NOUN
easat-7048	31	3	in	in	ADP
easat-7048	31	4	computational	computational	ADJ
easat-7048	31	5	social	social	ADJ
easat-7048	31	6	science	science	NOUN
easat-7048	31	7	,	,	PUNCT
easat-7048	31	8	particularly	particularly	ADV
easat-7048	31	9	in	in	ADP
easat-7048	31	10	the	the	DET
easat-7048	31	11	domain	domain	NOUN
easat-7048	31	12	of	of	ADP
easat-7048	31	13	natural	natural	ADJ
easat-7048	31	14	language	language	NOUN
easat-7048	31	15	processing	processing	NOUN
easat-7048	31	16	,	,	PUNCT
easat-7048	31	17	now	now	ADV
easat-7048	31	18	enable	enable	VERB
easat-7048	31	19	a	a	DET
easat-7048	31	20	more	more	ADV
easat-7048	31	21	fine	fine	ADV
easat-7048	31	22	-	-	PUNCT
easat-7048	31	23	grained	grain	VERB
easat-7048	31	24	,	,	PUNCT
easat-7048	31	25	scalable	scalable	ADJ
easat-7048	31	26	,	,	PUNCT
easat-7048	31	27	and	and	CCONJ
easat-7048	31	28	multi	multi	ADJ
easat-7048	31	29	-	-	ADJ
easat-7048	31	30	layered	layered	ADJ
easat-7048	31	31	analysis	analysis	NOUN
easat-7048	31	32	of	of	ADP
easat-7048	31	33	esg	esg	PROPN
easat-7048	31	34	discourse	discourse	NOUN
easat-7048	31	35	.	.	PUNCT
easat-7048	32	1	by	by	ADP
easat-7048	32	2	leveraging	leverage	VERB
easat-7048	32	3	transformer	transformer	NOUN
easat-7048	32	4	-	-	PUNCT
easat-7048	32	5	based	base	VERB
easat-7048	32	6	language	language	NOUN
easat-7048	32	7	models	model	NOUN
easat-7048	32	8	,	,	PUNCT
easat-7048	32	9	topic	topic	NOUN
easat-7048	32	10	modeling	modeling	NOUN
easat-7048	32	11	algorithms	algorithm	NOUN
easat-7048	32	12	,	,	PUNCT
easat-7048	32	13	and	and	CCONJ
easat-7048	32	14	sentiment	sentiment	NOUN
easat-7048	32	15	lexicons	lexicon	NOUN
easat-7048	32	16	,	,	PUNCT
easat-7048	32	17	it	it	PRON
easat-7048	32	18	becomes	become	VERB
easat-7048	32	19	possible	possible	ADJ
easat-7048	32	20	to	to	PART
easat-7048	32	21	move	move	VERB
easat-7048	32	22	beyond	beyond	ADP
easat-7048	32	23	surface	surface	NOUN
easat-7048	32	24	-	-	PUNCT
easat-7048	32	25	level	level	NOUN
easat-7048	32	26	keyword	keyword	NOUN
easat-7048	32	27	tracking	tracking	NOUN
easat-7048	32	28	to	to	PART
easat-7048	32	29	detect	detect	VERB
easat-7048	32	30	deeper	deep	ADJ
easat-7048	32	31	rhetorical	rhetorical	ADJ
easat-7048	32	32	patterns	pattern	NOUN
easat-7048	32	33	,	,	PUNCT
easat-7048	32	34	semantic	semantic	ADJ
easat-7048	32	35	structures	structure	NOUN
easat-7048	32	36	,	,	PUNCT
easat-7048	32	37	and	and	CCONJ
easat-7048	32	38	ideological	ideological	ADJ
easat-7048	32	39	positioning	positioning	NOUN
easat-7048	32	40	in	in	ADP
easat-7048	32	41	esg	esg	PROPN
easat-7048	32	42	-	-	PUNCT
easat-7048	32	43	related	relate	VERB
easat-7048	32	44	texts	text	NOUN
easat-7048	32	45	.	.	PUNCT
easat-7048	33	1	such	such	ADJ
easat-7048	33	2	methods	method	NOUN
easat-7048	33	3	are	be	AUX
easat-7048	33	4	especially	especially	ADV
easat-7048	33	5	valuable	valuable	ADJ
easat-7048	33	6	in	in	ADP
easat-7048	33	7	fintech	fintech	NOUN
easat-7048	33	8	contexts	contexts	NOUN
easat-7048	33	9	,	,	PUNCT
easat-7048	33	10	where	where	SCONJ
easat-7048	33	11	the	the	DET
easat-7048	33	12	communication	communication	NOUN
easat-7048	33	13	format	format	NOUN
easat-7048	33	14	is	be	AUX
easat-7048	33	15	semi	semi	ADJ
easat-7048	33	16	-	-	ADJ
easat-7048	33	17	structured	structured	ADJ
easat-7048	33	18	,	,	PUNCT
easat-7048	33	19	multilingual	multilingual	ADJ
easat-7048	33	20	,	,	PUNCT
easat-7048	33	21	and	and	CCONJ
easat-7048	33	22	multimodal	multimodal	NOUN
easat-7048	33	23	,	,	PUNCT
easat-7048	33	24	making	make	VERB
easat-7048	33	25	traditional	traditional	ADJ
easat-7048	33	26	content	content	NOUN
easat-7048	33	27	analysis	analysis	NOUN
easat-7048	33	28	approaches	approach	VERB
easat-7048	33	29	insufficiently	insufficiently	ADV
easat-7048	33	30	granular	granular	ADJ
easat-7048	33	31	.	.	PUNCT
easat-7048	34	1	in	in	ADP
easat-7048	34	2	parallel	parallel	NOUN
easat-7048	34	3	,	,	PUNCT
easat-7048	34	4	scholars	scholar	NOUN
easat-7048	34	5	in	in	ADP
easat-7048	34	6	esg	esg	PROPN
easat-7048	34	7	pedagogy	pedagogy	NOUN
easat-7048	34	8	and	and	CCONJ
easat-7048	34	9	sustainability	sustainability	NOUN
easat-7048	34	10	communication	communication	NOUN
easat-7048	34	11	have	have	AUX
easat-7048	34	12	emphasized	emphasize	VERB
easat-7048	34	13	the	the	DET
easat-7048	34	14	role	role	NOUN
easat-7048	34	15	of	of	ADP
easat-7048	34	16	intentional	intentional	ADJ
easat-7048	34	17	narrative	narrative	NOUN
easat-7048	34	18	design	design	NOUN
easat-7048	34	19	and	and	CCONJ
easat-7048	34	20	stakeholder	stakeholder	NOUN
easat-7048	34	21	language	language	NOUN
easat-7048	34	22	calibration	calibration	NOUN
easat-7048	34	23	as	as	ADP
easat-7048	34	24	central	central	ADJ
easat-7048	34	25	to	to	ADP
easat-7048	34	26	institutional	institutional	ADJ
easat-7048	34	27	legitimacy	legitimacy	NOUN
easat-7048	34	28	and	and	CCONJ
easat-7048	34	29	educational	educational	ADJ
easat-7048	34	30	capacity	capacity	NOUN
easat-7048	34	31	-	-	PUNCT
easat-7048	34	32	building	building	NOUN
easat-7048	34	33	,	,	PUNCT
easat-7048	34	34	further	far	ADV
easat-7048	34	35	reinforcing	reinforce	VERB
easat-7048	34	36	the	the	DET
easat-7048	34	37	urgency	urgency	NOUN
easat-7048	34	38	of	of	ADP
easat-7048	34	39	systematic	systematic	ADJ
easat-7048	34	40	esg	esg	PROPN
easat-7048	34	41	discourse	discourse	NOUN
easat-7048	34	42	evaluation	evaluation	NOUN
easat-7048	34	43	in	in	ADP
easat-7048	34	44	this	this	DET
easat-7048	34	45	sector	sector	NOUN
easat-7048	35	1	[	[	X
easat-7048	35	2	5	5	NUM
easat-7048	35	3	]	]	PUNCT
easat-7048	35	4	.	.	PUNCT
easat-7048	36	1	this	this	DET
easat-7048	36	2	study	study	NOUN
easat-7048	36	3	contributes	contribute	VERB
easat-7048	36	4	to	to	ADP
easat-7048	36	5	these	these	DET
easat-7048	36	6	evolving	evolve	VERB
easat-7048	36	7	conversations	conversation	NOUN
easat-7048	36	8	by	by	ADP
easat-7048	36	9	developing	develop	VERB
easat-7048	36	10	a	a	DET
easat-7048	36	11	novel	novel	ADJ
easat-7048	36	12	methodological	methodological	ADJ
easat-7048	36	13	framework	framework	NOUN
easat-7048	36	14	for	for	ADP
easat-7048	36	15	the	the	DET
easat-7048	36	16	cross	cross	NOUN
easat-7048	36	17	-	-	NOUN
easat-7048	36	18	company	company	ADJ
easat-7048	36	19	,	,	PUNCT
easat-7048	36	20	cross	cross	ADJ
easat-7048	36	21	-	-	ADJ
easat-7048	36	22	platform	platform	ADJ
easat-7048	36	23	analysis	analysis	NOUN
easat-7048	36	24	of	of	ADP
easat-7048	36	25	fintech	fintech	NOUN
easat-7048	36	26	esg	esg	NOUN
easat-7048	36	27	communication	communication	NOUN
easat-7048	36	28	.	.	PUNCT
easat-7048	37	1	drawing	draw	VERB
easat-7048	37	2	on	on	ADP
easat-7048	37	3	a	a	DET
easat-7048	37	4	curated	curate	VERB
easat-7048	37	5	multilingual	multilingual	ADJ
easat-7048	37	6	corpus	corpus	NOUN
easat-7048	37	7	of	of	ADP
easat-7048	37	8	public	public	ADJ
easat-7048	37	9	esg	esg	PROPN
easat-7048	37	10	narratives	narrative	NOUN
easat-7048	37	11	,	,	PUNCT
easat-7048	37	12	spanning	span	VERB
easat-7048	37	13	formal	formal	ADJ
easat-7048	37	14	disclosures	disclosure	NOUN
easat-7048	37	15	,	,	PUNCT
easat-7048	37	16	social	social	ADJ
easat-7048	37	17	media	medium	NOUN
easat-7048	37	18	content	content	NOUN
easat-7048	37	19	,	,	PUNCT
easat-7048	37	20	and	and	CCONJ
easat-7048	37	21	investor	investor	NOUN
easat-7048	37	22	-	-	PUNCT
easat-7048	37	23	facing	face	VERB
easat-7048	37	24	platforms	platform	NOUN
easat-7048	37	25	,	,	PUNCT
easat-7048	37	26	we	we	PRON
easat-7048	37	27	combine	combine	VERB
easat-7048	37	28	sentiment	sentiment	NOUN
easat-7048	37	29	analysis	analysis	NOUN
easat-7048	37	30	,	,	PUNCT
easat-7048	37	31	semantic	semantic	ADJ
easat-7048	37	32	modeling	modeling	NOUN
easat-7048	37	33	,	,	PUNCT
easat-7048	37	34	and	and	CCONJ
easat-7048	37	35	rhetorical	rhetorical	ADJ
easat-7048	37	36	metrics	metric	NOUN
easat-7048	37	37	(	(	PUNCT
easat-7048	37	38	including	include	VERB
easat-7048	37	39	two	two	NUM
easat-7048	37	40	original	original	ADJ
easat-7048	37	41	indices	index	NOUN
easat-7048	37	42	:	:	PUNCT
easat-7048	37	43	narrative	narrative	ADJ
easat-7048	37	44	concreteness	concreteness	NOUN
easat-7048	37	45	index	index	NOUN
easat-7048	37	46	and	and	CCONJ
easat-7048	37	47	strategic	strategic	ADJ
easat-7048	37	48	alignment	alignment	NOUN
easat-7048	37	49	score	score	NOUN
easat-7048	37	50	)	)	PUNCT
easat-7048	37	51	to	to	PART
easat-7048	37	52	identify	identify	VERB
easat-7048	37	53	patterns	pattern	NOUN
easat-7048	37	54	of	of	ADP
easat-7048	37	55	similarity	similarity	NOUN
easat-7048	37	56	and	and	CCONJ
easat-7048	37	57	divergence	divergence	NOUN
easat-7048	37	58	across	across	ADP
easat-7048	37	59	leading	lead	VERB
easat-7048	37	60	global	global	ADJ
easat-7048	37	61	fintech	fintech	NOUN
easat-7048	37	62	firms	firm	NOUN
easat-7048	37	63	.	.	PUNCT
easat-7048	38	1	in	in	ADP
easat-7048	38	2	doing	do	VERB
easat-7048	38	3	so	so	ADV
easat-7048	38	4	,	,	PUNCT
easat-7048	38	5	we	we	PRON
easat-7048	38	6	not	not	PART
easat-7048	38	7	only	only	ADV
easat-7048	38	8	offer	offer	VERB
easat-7048	38	9	empirical	empirical	ADJ
easat-7048	38	10	insight	insight	NOUN
easat-7048	38	11	into	into	ADP
easat-7048	38	12	the	the	DET
easat-7048	38	13	strategic	strategic	ADJ
easat-7048	38	14	discursive	discursive	ADJ
easat-7048	38	15	behavior	behavior	NOUN
easat-7048	38	16	of	of	ADP
easat-7048	38	17	these	these	DET
easat-7048	38	18	firms	firm	NOUN
easat-7048	38	19	but	but	CCONJ
easat-7048	38	20	also	also	ADV
easat-7048	38	21	provide	provide	VERB
easat-7048	38	22	methodological	methodological	ADJ
easat-7048	38	23	tools	tool	NOUN
easat-7048	38	24	for	for	ADP
easat-7048	38	25	analyzing	analyze	VERB
easat-7048	38	26	sustainability	sustainability	NOUN
easat-7048	38	27	narratives	narrative	NOUN
easat-7048	38	28	in	in	ADP
easat-7048	38	29	highly	highly	ADV
easat-7048	38	30	digitized	digitize	VERB
easat-7048	38	31	and	and	CCONJ
easat-7048	38	32	semiregulated	semiregulate	VERB
easat-7048	38	33	environments	environment	NOUN
easat-7048	38	34	.	.	PUNCT
easat-7048	39	1	by	by	ADP
easat-7048	39	2	reframing	reframe	VERB
easat-7048	39	3	esg	esg	NOUN
easat-7048	39	4	communication	communication	NOUN
easat-7048	39	5	as	as	ADP
easat-7048	39	6	a	a	DET
easat-7048	39	7	site	site	NOUN
easat-7048	39	8	of	of	ADP
easat-7048	39	9	discursive	discursive	ADJ
easat-7048	39	10	contestation	contestation	NOUN
easat-7048	39	11	and	and	CCONJ
easat-7048	39	12	strategic	strategic	ADJ
easat-7048	39	13	construction	construction	NOUN
easat-7048	39	14	,	,	PUNCT
easat-7048	39	15	this	this	DET
easat-7048	39	16	research	research	NOUN
easat-7048	39	17	shifts	shift	NOUN
easat-7048	39	18	attention	attention	NOUN
easat-7048	39	19	away	away	ADV
easat-7048	39	20	from	from	ADP
easat-7048	39	21	esg	esg	PROPN
easat-7048	39	22	as	as	ADP
easat-7048	39	23	a	a	DET
easat-7048	39	24	reporting	reporting	NOUN
easat-7048	39	25	artifact	artifact	NOUN
easat-7048	39	26	and	and	CCONJ
easat-7048	39	27	toward	toward	ADP
easat-7048	39	28	esg	esg	PROPN
easat-7048	39	29	as	as	ADP
easat-7048	39	30	a	a	DET
easat-7048	39	31	communicative	communicative	ADJ
easat-7048	39	32	practice	practice	NOUN
easat-7048	39	33	embedded	embed	VERB
easat-7048	39	34	in	in	ADP
easat-7048	39	35	the	the	DET
easat-7048	39	36	sociotechnical	sociotechnical	ADJ
easat-7048	39	37	infrastructure	infrastructure	NOUN
easat-7048	39	38	of	of	ADP
easat-7048	39	39	digital	digital	ADJ
easat-7048	39	40	finance	finance	NOUN
easat-7048	39	41	.	.	PUNCT
easat-7048	40	1	through	through	ADP
easat-7048	40	2	this	this	DET
easat-7048	40	3	lens	len	NOUN
easat-7048	40	4	,	,	PUNCT
easat-7048	40	5	fintech	fintech	NOUN
easat-7048	40	6	firms	firm	NOUN
easat-7048	40	7	are	be	AUX
easat-7048	40	8	not	not	PART
easat-7048	40	9	merely	merely	ADV
easat-7048	40	10	channels	channel	NOUN
easat-7048	40	11	for	for	ADP
easat-7048	40	12	green	green	ADJ
easat-7048	40	13	capital	capital	NOUN
easat-7048	40	14	flows	flow	NOUN
easat-7048	40	15	or	or	CCONJ
easat-7048	40	16	inclusive	inclusive	ADJ
easat-7048	40	17	finance	finance	NOUN
easat-7048	40	18	,	,	PUNCT
easat-7048	40	19	they	they	PRON
easat-7048	40	20	are	be	AUX
easat-7048	40	21	narrative	narrative	ADJ
easat-7048	40	22	actors	actor	NOUN
easat-7048	40	23	who	who	PRON
easat-7048	40	24	construct	construct	VERB
easat-7048	40	25	,	,	PUNCT
easat-7048	40	26	circulate	circulate	VERB
easat-7048	40	27	,	,	PUNCT
easat-7048	40	28	and	and	CCONJ
easat-7048	40	29	contest	contest	VERB
easat-7048	40	30	the	the	DET
easat-7048	40	31	meanings	meaning	NOUN
easat-7048	40	32	of	of	ADP
easat-7048	40	33	sustainability	sustainability	NOUN
easat-7048	40	34	in	in	ADP
easat-7048	40	35	the	the	DET
easat-7048	40	36	algorithmic	algorithmic	ADJ
easat-7048	40	37	economy	economy	NOUN
easat-7048	40	38	.	.	PUNCT
easat-7048	41	1	this	this	DET
easat-7048	41	2	shift	shift	NOUN
easat-7048	41	3	in	in	ADP
easat-7048	41	4	analytical	analytical	ADJ
easat-7048	41	5	focus	focus	NOUN
easat-7048	41	6	,	,	PUNCT
easat-7048	41	7	from	from	ADP
easat-7048	41	8	metrics	metric	NOUN
easat-7048	41	9	to	to	ADP
easat-7048	41	10	meaning	mean	VERB
easat-7048	41	11	,	,	PUNCT
easat-7048	41	12	from	from	ADP
easat-7048	41	13	compliance	compliance	NOUN
easat-7048	41	14	to	to	ADP
easat-7048	41	15	communication	communication	NOUN
easat-7048	41	16	,	,	PUNCT
easat-7048	41	17	marks	mark	VERB
easat-7048	41	18	a	a	DET
easat-7048	41	19	necessary	necessary	ADJ
easat-7048	41	20	step	step	NOUN
easat-7048	41	21	in	in	ADP
easat-7048	41	22	both	both	DET
easat-7048	41	23	esg	esg	NOUN
easat-7048	41	24	research	research	NOUN
easat-7048	41	25	and	and	CCONJ
easat-7048	41	26	the	the	DET
easat-7048	41	27	critical	critical	ADJ
easat-7048	41	28	study	study	NOUN
easat-7048	41	29	of	of	ADP
easat-7048	41	30	fintech	fintech	NOUN
easat-7048	41	31	governance	governance	NOUN
easat-7048	41	32	.	.	PUNCT
easat-7048	42	1	1012	1012	NUM
easat-7048	42	2	edelweiss	edelweiss	PROPN
easat-7048	42	3	applied	apply	VERB
easat-7048	42	4	science	science	NOUN
easat-7048	42	5	and	and	CCONJ
easat-7048	42	6	technology	technology	NOUN
easat-7048	42	7	issn	issn	PROPN
easat-7048	42	8	:	:	PUNCT
easat-7048	42	9	2576	2576	NUM
easat-7048	42	10	-	-	SYM
easat-7048	42	11	8484	8484	NUM
easat-7048	42	12	vol	vol	NOUN
easat-7048	42	13	.	.	PROPN
easat-7048	43	1	9	9	NUM
easat-7048	43	2	,	,	PUNCT
easat-7048	43	3	no	no	INTJ
easat-7048	43	4	.	.	NOUN
easat-7048	43	5	5	5	NUM
easat-7048	43	6	:	:	PUNCT
easat-7048	43	7	1010	1010	NUM
easat-7048	43	8	-	-	SYM
easat-7048	43	9	1020	1020	NUM
easat-7048	43	10	,	,	PUNCT
easat-7048	43	11	2025	2025	NUM
easat-7048	43	12	doi	doi	NOUN
easat-7048	43	13	:	:	PUNCT
easat-7048	43	14	10.55214/25768484.v9i5.7048	10.55214/25768484.v9i5.7048	PROPN
easat-7048	43	15	©	©	PROPN
easat-7048	43	16	2025	2025	NUM
easat-7048	43	17	by	by	ADP
easat-7048	43	18	the	the	DET
easat-7048	43	19	author	author	NOUN
easat-7048	43	20	;	;	PUNCT
easat-7048	43	21	licensee	licensee	PROPN
easat-7048	43	22	learning	learning	NOUN
easat-7048	43	23	gate	gate	NOUN
easat-7048	43	24	2	2	NUM
easat-7048	43	25	.	.	PUNCT
easat-7048	43	26	related	relate	VERB
easat-7048	43	27	works	work	VERB
easat-7048	43	28	a	a	DET
easat-7048	43	29	growing	grow	VERB
easat-7048	43	30	body	body	NOUN
easat-7048	43	31	of	of	ADP
easat-7048	43	32	research	research	NOUN
easat-7048	43	33	has	have	AUX
easat-7048	43	34	explored	explore	VERB
easat-7048	43	35	the	the	DET
easat-7048	43	36	role	role	NOUN
easat-7048	43	37	of	of	ADP
easat-7048	43	38	esg	esg	NOUN
easat-7048	43	39	communication	communication	NOUN
easat-7048	43	40	as	as	ADP
easat-7048	43	41	a	a	DET
easat-7048	43	42	strategic	strategic	ADJ
easat-7048	43	43	asset	asset	NOUN
easat-7048	43	44	in	in	ADP
easat-7048	43	45	shaping	shape	VERB
easat-7048	43	46	corporate	corporate	ADJ
easat-7048	43	47	legitimacy	legitimacy	NOUN
easat-7048	43	48	,	,	PUNCT
easat-7048	43	49	investor	investor	NOUN
easat-7048	43	50	perception	perception	NOUN
easat-7048	43	51	,	,	PUNCT
easat-7048	43	52	and	and	CCONJ
easat-7048	43	53	brand	brand	NOUN
easat-7048	43	54	valuation	valuation	NOUN
easat-7048	43	55	.	.	PUNCT
easat-7048	44	1	lee	lee	PROPN
easat-7048	44	2	et	et	PROPN
easat-7048	44	3	al	al	PROPN
easat-7048	44	4	.	.	PROPN
easat-7048	44	5	applied	apply	VERB
easat-7048	44	6	signaling	signal	VERB
easat-7048	44	7	theory	theory	NOUN
easat-7048	44	8	to	to	PART
easat-7048	44	9	establish	establish	VERB
easat-7048	44	10	that	that	SCONJ
easat-7048	44	11	esg	esg	PROPN
easat-7048	44	12	disclosures	disclosure	NOUN
easat-7048	44	13	in	in	ADP
easat-7048	44	14	digitally	digitally	ADV
easat-7048	44	15	networked	network	VERB
easat-7048	44	16	environments	environment	NOUN
easat-7048	44	17	contribute	contribute	VERB
easat-7048	44	18	not	not	PART
easat-7048	44	19	only	only	ADV
easat-7048	44	20	to	to	PART
easat-7048	44	21	stakeholder	stakeholder	VERB
easat-7048	44	22	trust	trust	NOUN
easat-7048	44	23	but	but	CCONJ
easat-7048	44	24	also	also	ADV
easat-7048	44	25	to	to	PART
easat-7048	44	26	measurable	measurable	VERB
easat-7048	44	27	market	market	NOUN
easat-7048	44	28	advantage	advantage	NOUN
easat-7048	44	29	[	[	X
easat-7048	44	30	6	6	NUM
easat-7048	44	31	]	]	PUNCT
easat-7048	44	32	.	.	PUNCT
easat-7048	45	1	their	their	PRON
easat-7048	45	2	findings	finding	NOUN
easat-7048	45	3	provide	provide	VERB
easat-7048	45	4	a	a	DET
easat-7048	45	5	useful	useful	ADJ
easat-7048	45	6	theoretical	theoretical	ADJ
easat-7048	45	7	foundation	foundation	NOUN
easat-7048	45	8	for	for	ADP
easat-7048	45	9	interpreting	interpret	VERB
easat-7048	45	10	esg	esg	NOUN
easat-7048	45	11	narratives	narrative	NOUN
easat-7048	45	12	as	as	ADP
easat-7048	45	13	signals	signal	NOUN
easat-7048	45	14	within	within	ADP
easat-7048	45	15	a	a	DET
easat-7048	45	16	broader	broad	ADJ
easat-7048	45	17	ecology	ecology	NOUN
easat-7048	45	18	of	of	ADP
easat-7048	45	19	corporate	corporate	ADJ
easat-7048	45	20	communication	communication	NOUN
easat-7048	45	21	.	.	PUNCT
easat-7048	46	1	however	however	ADV
easat-7048	46	2	,	,	PUNCT
easat-7048	46	3	while	while	SCONJ
easat-7048	46	4	their	their	PRON
easat-7048	46	5	work	work	NOUN
easat-7048	46	6	focuses	focus	VERB
easat-7048	46	7	on	on	ADP
easat-7048	46	8	the	the	DET
easat-7048	46	9	strategic	strategic	ADJ
easat-7048	46	10	intent	intent	NOUN
easat-7048	46	11	behind	behind	ADP
easat-7048	46	12	esg	esg	PROPN
easat-7048	46	13	disclosures	disclosure	NOUN
easat-7048	46	14	,	,	PUNCT
easat-7048	46	15	it	it	PRON
easat-7048	46	16	leaves	leave	VERB
easat-7048	46	17	open	open	ADJ
easat-7048	46	18	the	the	DET
easat-7048	46	19	question	question	NOUN
easat-7048	46	20	of	of	ADP
easat-7048	46	21	how	how	SCONJ
easat-7048	46	22	such	such	ADJ
easat-7048	46	23	signals	signal	NOUN
easat-7048	46	24	are	be	AUX
easat-7048	46	25	semantically	semantically	ADV
easat-7048	46	26	constructed	construct	VERB
easat-7048	46	27	and	and	CCONJ
easat-7048	46	28	stylistically	stylistically	ADV
easat-7048	46	29	differentiated	differentiated	ADJ
easat-7048	46	30	across	across	ADP
easat-7048	46	31	firms	firm	NOUN
easat-7048	46	32	,	,	PUNCT
easat-7048	46	33	particularly	particularly	ADV
easat-7048	46	34	in	in	ADP
easat-7048	46	35	technology	technology	NOUN
easat-7048	46	36	-	-	PUNCT
easat-7048	46	37	intensive	intensive	ADJ
easat-7048	46	38	sectors	sector	NOUN
easat-7048	46	39	such	such	ADJ
easat-7048	46	40	as	as	ADP
easat-7048	46	41	fintech	fintech	NOUN
easat-7048	46	42	.	.	PUNCT
easat-7048	47	1	in	in	ADP
easat-7048	47	2	response	response	NOUN
easat-7048	47	3	to	to	ADP
easat-7048	47	4	this	this	DET
easat-7048	47	5	gap	gap	NOUN
easat-7048	47	6	,	,	PUNCT
easat-7048	47	7	scholars	scholar	NOUN
easat-7048	47	8	have	have	AUX
easat-7048	47	9	turned	turn	VERB
easat-7048	47	10	toward	toward	ADP
easat-7048	47	11	content	content	NOUN
easat-7048	47	12	analysis	analysis	NOUN
easat-7048	47	13	methods	method	NOUN
easat-7048	47	14	to	to	PART
easat-7048	47	15	examine	examine	VERB
easat-7048	47	16	the	the	DET
easat-7048	47	17	latent	latent	NOUN
easat-7048	47	18	structures	structure	NOUN
easat-7048	47	19	embedded	embed	VERB
easat-7048	47	20	in	in	ADP
easat-7048	47	21	esg	esg	PROPN
easat-7048	47	22	narratives	narrative	NOUN
easat-7048	47	23	.	.	PUNCT
easat-7048	48	1	vears	vear	NOUN
easat-7048	48	2	and	and	CCONJ
easat-7048	48	3	gillam	gillam	PROPN
easat-7048	48	4	outlined	outline	VERB
easat-7048	48	5	inductive	inductive	ADJ
easat-7048	48	6	content	content	NOUN
easat-7048	48	7	analysis	analysis	NOUN
easat-7048	48	8	as	as	ADP
easat-7048	48	9	a	a	DET
easat-7048	48	10	foundational	foundational	ADJ
easat-7048	48	11	qualitative	qualitative	ADJ
easat-7048	48	12	approach	approach	NOUN
easat-7048	48	13	that	that	PRON
easat-7048	48	14	can	can	AUX
easat-7048	48	15	detect	detect	VERB
easat-7048	48	16	emergent	emergent	ADJ
easat-7048	48	17	categories	category	NOUN
easat-7048	48	18	from	from	ADP
easat-7048	48	19	unstructured	unstructured	ADJ
easat-7048	48	20	textual	textual	ADJ
easat-7048	48	21	corpora	corpora	NOUN
easat-7048	48	22	,	,	PUNCT
easat-7048	48	23	especially	especially	ADV
easat-7048	48	24	relevant	relevant	ADJ
easat-7048	48	25	for	for	ADP
easat-7048	48	26	semi	semi	ADJ
easat-7048	48	27	-	-	ADJ
easat-7048	48	28	formal	formal	ADJ
easat-7048	48	29	disclosures	disclosure	NOUN
easat-7048	48	30	such	such	ADJ
easat-7048	48	31	as	as	ADP
easat-7048	48	32	social	social	ADJ
easat-7048	48	33	media	medium	NOUN
easat-7048	48	34	posts	post	NOUN
easat-7048	48	35	or	or	CCONJ
easat-7048	48	36	non	non	ADJ
easat-7048	48	37	-	-	ADJ
easat-7048	48	38	mandated	mandated	ADJ
easat-7048	48	39	esg	esg	NOUN
easat-7048	48	40	updates	update	VERB
easat-7048	48	41	[	[	X
easat-7048	48	42	7	7	NUM
easat-7048	48	43	]	]	PUNCT
easat-7048	48	44	.	.	PUNCT
easat-7048	49	1	building	build	VERB
easat-7048	49	2	on	on	ADP
easat-7048	49	3	this	this	PRON
easat-7048	49	4	,	,	PUNCT
easat-7048	49	5	mayring	mayre	VERB
easat-7048	49	6	proposed	propose	VERB
easat-7048	49	7	a	a	DET
easat-7048	49	8	stepwise	stepwise	ADJ
easat-7048	49	9	model	model	NOUN
easat-7048	49	10	of	of	ADP
easat-7048	49	11	qualitative	qualitative	ADJ
easat-7048	49	12	content	content	NOUN
easat-7048	49	13	analysis	analysis	NOUN
easat-7048	49	14	that	that	PRON
easat-7048	49	15	emphasizes	emphasize	VERB
easat-7048	49	16	reproducibility	reproducibility	NOUN
easat-7048	49	17	through	through	ADP
easat-7048	49	18	iterative	iterative	NOUN
easat-7048	49	19	coding	coding	NOUN
easat-7048	49	20	and	and	CCONJ
easat-7048	49	21	category	category	NOUN
easat-7048	49	22	formalization	formalization	NOUN
easat-7048	49	23	[	[	X
easat-7048	49	24	8	8	NUM
easat-7048	49	25	]	]	PUNCT
easat-7048	49	26	.	.	PUNCT
easat-7048	50	1	these	these	DET
easat-7048	50	2	foundational	foundational	ADJ
easat-7048	50	3	methods	method	NOUN
easat-7048	50	4	guide	guide	VERB
easat-7048	50	5	the	the	DET
easat-7048	50	6	interpretive	interpretive	ADJ
easat-7048	50	7	logic	logic	NOUN
easat-7048	50	8	behind	behind	ADP
easat-7048	50	9	this	this	DET
easat-7048	50	10	study	study	NOUN
easat-7048	50	11	's	's	PART
easat-7048	50	12	coding	code	VERB
easat-7048	50	13	architecture	architecture	NOUN
easat-7048	50	14	but	but	CCONJ
easat-7048	50	15	are	be	AUX
easat-7048	50	16	extended	extend	VERB
easat-7048	50	17	here	here	ADV
easat-7048	50	18	with	with	ADP
easat-7048	50	19	computational	computational	ADJ
easat-7048	50	20	augmentation	augmentation	NOUN
easat-7048	50	21	to	to	PART
easat-7048	50	22	address	address	VERB
easat-7048	50	23	the	the	DET
easat-7048	50	24	scale	scale	NOUN
easat-7048	50	25	and	and	CCONJ
easat-7048	50	26	heterogeneity	heterogeneity	NOUN
easat-7048	50	27	of	of	ADP
easat-7048	50	28	fintech	fintech	NOUN
easat-7048	50	29	communication	communication	NOUN
easat-7048	50	30	formats	format	NOUN
easat-7048	50	31	.	.	PUNCT
easat-7048	51	1	bridging	bridge	VERB
easat-7048	51	2	the	the	DET
easat-7048	51	3	qualitative	qualitative	ADJ
easat-7048	51	4	-	-	PUNCT
easat-7048	51	5	quantitative	quantitative	ADJ
easat-7048	51	6	divide	divide	NOUN
easat-7048	51	7	,	,	PUNCT
easat-7048	51	8	kumar	kumar	PROPN
easat-7048	51	9	et	et	PROPN
easat-7048	51	10	al	al	PROPN
easat-7048	51	11	.	.	PROPN
easat-7048	51	12	introduced	introduce	VERB
easat-7048	51	13	a	a	DET
easat-7048	51	14	hybrid	hybrid	ADJ
easat-7048	51	15	bibliometric	bibliometric	ADJ
easat-7048	51	16	-	-	PUNCT
easat-7048	51	17	content	content	NOUN
easat-7048	51	18	analysis	analysis	NOUN
easat-7048	51	19	to	to	PART
easat-7048	51	20	identify	identify	VERB
easat-7048	51	21	thematic	thematic	ADJ
easat-7048	51	22	trajectories	trajectory	NOUN
easat-7048	51	23	in	in	ADP
easat-7048	51	24	ai	ai	PROPN
easat-7048	51	25	and	and	CCONJ
easat-7048	51	26	blockchain	blockchain	PROPN
easat-7048	51	27	research	research	NOUN
easat-7048	51	28	[	[	X
easat-7048	51	29	9	9	NUM
easat-7048	51	30	]	]	PUNCT
easat-7048	51	31	.	.	PUNCT
easat-7048	52	1	their	their	PRON
easat-7048	52	2	work	work	NOUN
easat-7048	52	3	serves	serve	VERB
easat-7048	52	4	as	as	ADP
easat-7048	52	5	a	a	DET
easat-7048	52	6	methodological	methodological	ADJ
easat-7048	52	7	antecedent	antecedent	NOUN
easat-7048	52	8	to	to	ADP
easat-7048	52	9	our	our	PRON
easat-7048	52	10	study	study	NOUN
easat-7048	52	11	's	's	PART
easat-7048	52	12	adoption	adoption	NOUN
easat-7048	52	13	of	of	ADP
easat-7048	52	14	multi	multi	ADJ
easat-7048	52	15	-	-	ADJ
easat-7048	52	16	level	level	NOUN
easat-7048	52	17	analysis	analysis	NOUN
easat-7048	52	18	,	,	PUNCT
easat-7048	52	19	integrating	integrate	VERB
easat-7048	52	20	frequency	frequency	NOUN
easat-7048	52	21	,	,	PUNCT
easat-7048	52	22	semantics	semantic	NOUN
easat-7048	52	23	,	,	PUNCT
easat-7048	52	24	and	and	CCONJ
easat-7048	52	25	discourse	discourse	NOUN
easat-7048	52	26	metrics	metric	NOUN
easat-7048	52	27	.	.	PUNCT
easat-7048	53	1	in	in	ADP
easat-7048	53	2	the	the	DET
easat-7048	53	3	esg	esg	PROPN
easat-7048	53	4	context	context	NOUN
easat-7048	53	5	employed	employ	VERB
easat-7048	53	6	nlp	nlp	NOUN
easat-7048	53	7	techniques	technique	NOUN
easat-7048	53	8	to	to	PART
easat-7048	53	9	quantify	quantify	VERB
easat-7048	53	10	semantic	semantic	ADJ
easat-7048	53	11	density	density	NOUN
easat-7048	53	12	in	in	ADP
easat-7048	53	13	sustainability	sustainability	NOUN
easat-7048	53	14	disclosures	disclosure	NOUN
easat-7048	53	15	,	,	PUNCT
easat-7048	53	16	revealing	reveal	VERB
easat-7048	53	17	that	that	SCONJ
easat-7048	53	18	automated	automate	VERB
easat-7048	53	19	models	model	NOUN
easat-7048	53	20	can	can	AUX
easat-7048	53	21	reliably	reliably	ADV
easat-7048	53	22	detect	detect	VERB
easat-7048	53	23	shifts	shift	NOUN
easat-7048	53	24	in	in	ADP
easat-7048	53	25	esg	esg	PROPN
easat-7048	53	26	language	language	NOUN
easat-7048	53	27	across	across	ADP
easat-7048	53	28	time	time	NOUN
easat-7048	53	29	and	and	CCONJ
easat-7048	53	30	sectors	sector	NOUN
easat-7048	53	31	.	.	PUNCT
easat-7048	54	1	however	however	ADV
easat-7048	54	2	,	,	PUNCT
easat-7048	54	3	their	their	PRON
easat-7048	54	4	application	application	NOUN
easat-7048	54	5	remains	remain	VERB
easat-7048	54	6	focused	focused	ADJ
easat-7048	54	7	on	on	ADP
easat-7048	54	8	traditional	traditional	ADJ
easat-7048	54	9	corporate	corporate	ADJ
easat-7048	54	10	documents	document	NOUN
easat-7048	54	11	.	.	PUNCT
easat-7048	55	1	our	our	PRON
easat-7048	55	2	work	work	NOUN
easat-7048	55	3	extends	extend	VERB
easat-7048	55	4	this	this	PRON
easat-7048	55	5	by	by	ADP
easat-7048	55	6	applying	apply	VERB
easat-7048	55	7	transformer	transformer	NOUN
easat-7048	55	8	-	-	PUNCT
easat-7048	55	9	based	base	VERB
easat-7048	55	10	representations	representation	NOUN
easat-7048	55	11	to	to	ADP
easat-7048	55	12	the	the	DET
easat-7048	55	13	more	more	ADV
easat-7048	55	14	fragmented	fragmented	ADJ
easat-7048	55	15	and	and	CCONJ
easat-7048	55	16	multi	multi	ADJ
easat-7048	55	17	-	-	ADJ
easat-7048	55	18	source	source	ADJ
easat-7048	55	19	ecosystem	ecosystem	NOUN
easat-7048	55	20	of	of	ADP
easat-7048	55	21	fintech	fintech	NOUN
easat-7048	55	22	discourse	discourse	NOUN
easat-7048	55	23	.	.	PUNCT
easat-7048	56	1	further	further	ADJ
easat-7048	56	2	complexity	complexity	NOUN
easat-7048	56	3	arises	arise	VERB
easat-7048	56	4	when	when	SCONJ
easat-7048	56	5	esg	esg	PROPN
easat-7048	56	6	communication	communication	NOUN
easat-7048	56	7	is	be	AUX
easat-7048	56	8	viewed	view	VERB
easat-7048	56	9	not	not	PART
easat-7048	56	10	just	just	ADV
easat-7048	56	11	as	as	ADP
easat-7048	56	12	a	a	DET
easat-7048	56	13	set	set	NOUN
easat-7048	56	14	of	of	ADP
easat-7048	56	15	disclosures	disclosure	NOUN
easat-7048	56	16	,	,	PUNCT
easat-7048	56	17	but	but	CCONJ
easat-7048	56	18	as	as	ADP
easat-7048	56	19	a	a	DET
easat-7048	56	20	financial	financial	ADJ
easat-7048	56	21	narrative	narrative	NOUN
easat-7048	56	22	architecture	architecture	NOUN
easat-7048	56	23	.	.	PUNCT
easat-7048	57	1	wagenhofer	wagenhofer	NOUN
easat-7048	57	2	argued	argue	VERB
easat-7048	57	3	that	that	SCONJ
easat-7048	57	4	sustainability	sustainability	NOUN
easat-7048	57	5	reports	report	NOUN
easat-7048	57	6	are	be	AUX
easat-7048	57	7	inherently	inherently	ADV
easat-7048	57	8	interpretive	interpretive	ADJ
easat-7048	57	9	,	,	PUNCT
easat-7048	57	10	and	and	CCONJ
easat-7048	57	11	thus	thus	ADV
easat-7048	57	12	must	must	AUX
easat-7048	57	13	be	be	AUX
easat-7048	57	14	analyzed	analyze	VERB
easat-7048	57	15	not	not	PART
easat-7048	57	16	solely	solely	ADV
easat-7048	57	17	as	as	ADP
easat-7048	57	18	compliance	compliance	NOUN
easat-7048	57	19	documents	document	NOUN
easat-7048	57	20	but	but	CCONJ
easat-7048	57	21	as	as	ADP
easat-7048	57	22	intentional	intentional	ADJ
easat-7048	57	23	narratives	narrative	NOUN
easat-7048	57	24	curated	curate	VERB
easat-7048	57	25	under	under	ADP
easat-7048	57	26	organizational	organizational	ADJ
easat-7048	57	27	goals	goal	NOUN
easat-7048	57	28	and	and	CCONJ
easat-7048	57	29	stakeholder	stakeholder	NOUN
easat-7048	57	30	expectations	expectation	NOUN
easat-7048	57	31	[	[	X
easat-7048	57	32	10	10	NUM
easat-7048	57	33	]	]	PUNCT
easat-7048	57	34	.	.	PUNCT
easat-7048	58	1	similarly	similarly	ADV
easat-7048	58	2	,	,	PUNCT
easat-7048	58	3	whittingham	whittingham	PROPN
easat-7048	58	4	et	et	PROPN
easat-7048	58	5	al	al	PROPN
easat-7048	58	6	.	.	PROPN
easat-7048	58	7	demonstrated	demonstrate	VERB
easat-7048	58	8	how	how	SCONJ
easat-7048	58	9	the	the	DET
easat-7048	58	10	adoption	adoption	NOUN
easat-7048	58	11	of	of	ADP
easat-7048	58	12	sdgs	sdgs	PROPN
easat-7048	58	13	has	have	AUX
easat-7048	58	14	shaped	shape	VERB
easat-7048	58	15	not	not	PART
easat-7048	58	16	only	only	ADV
easat-7048	58	17	the	the	DET
easat-7048	58	18	content	content	NOUN
easat-7048	58	19	but	but	CCONJ
easat-7048	58	20	also	also	ADV
easat-7048	58	21	the	the	DET
easat-7048	58	22	communicative	communicative	ADJ
easat-7048	58	23	form	form	NOUN
easat-7048	58	24	of	of	ADP
easat-7048	58	25	sustainability	sustainability	NOUN
easat-7048	58	26	reporting	reporting	NOUN
easat-7048	58	27	,	,	PUNCT
easat-7048	58	28	pushing	push	VERB
easat-7048	58	29	companies	company	NOUN
easat-7048	58	30	to	to	PART
easat-7048	58	31	adopt	adopt	VERB
easat-7048	58	32	a	a	DET
easat-7048	58	33	lexicon	lexicon	NOUN
easat-7048	58	34	and	and	CCONJ
easat-7048	58	35	structure	structure	NOUN
easat-7048	58	36	that	that	PRON
easat-7048	58	37	resonates	resonate	VERB
easat-7048	58	38	with	with	ADP
easat-7048	58	39	global	global	ADJ
easat-7048	58	40	norms	norm	NOUN
easat-7048	58	41	[	[	X
easat-7048	58	42	11	11	NUM
easat-7048	58	43	]	]	PUNCT
easat-7048	58	44	.	.	PUNCT
easat-7048	59	1	these	these	DET
easat-7048	59	2	insights	insight	NOUN
easat-7048	59	3	are	be	AUX
easat-7048	59	4	mirrored	mirror	VERB
easat-7048	59	5	in	in	ADP
easat-7048	59	6	hristov	hristov	NOUN
easat-7048	59	7	and	and	CCONJ
easat-7048	59	8	searcy	searcy	NOUN
easat-7048	59	9	's	's	PART
easat-7048	59	10	call	call	NOUN
easat-7048	59	11	for	for	ADP
easat-7048	59	12	integrating	integrate	VERB
easat-7048	59	13	governance	governance	NOUN
easat-7048	59	14	into	into	ADP
easat-7048	59	15	sustainability	sustainability	NOUN
easat-7048	59	16	discourse	discourse	NOUN
easat-7048	59	17	through	through	ADP
easat-7048	59	18	frameworks	framework	NOUN
easat-7048	59	19	like	like	ADP
easat-7048	59	20	the	the	DET
easat-7048	59	21	balanced	balanced	ADJ
easat-7048	59	22	scorecard	scorecard	NOUN
easat-7048	59	23	,	,	PUNCT
easat-7048	59	24	an	an	DET
easat-7048	59	25	argument	argument	NOUN
easat-7048	59	26	particularly	particularly	ADV
easat-7048	59	27	salient	salient	ADJ
easat-7048	59	28	for	for	ADP
easat-7048	59	29	fintech	fintech	NOUN
easat-7048	59	30	,	,	PUNCT
easat-7048	59	31	where	where	SCONJ
easat-7048	59	32	governance	governance	NOUN
easat-7048	59	33	is	be	AUX
easat-7048	59	34	often	often	ADV
easat-7048	59	35	algorithmic	algorithmic	ADJ
easat-7048	59	36	and	and	CCONJ
easat-7048	59	37	opaque	opaque	ADJ
easat-7048	59	38	rather	rather	ADV
easat-7048	59	39	than	than	ADP
easat-7048	59	40	institutional	institutional	ADJ
easat-7048	59	41	and	and	CCONJ
easat-7048	59	42	visible	visible	ADJ
easat-7048	59	43	[	[	X
easat-7048	59	44	12	12	NUM
easat-7048	59	45	]	]	PUNCT
easat-7048	59	46	.	.	PUNCT
easat-7048	60	1	importantly	importantly	ADV
easat-7048	60	2	,	,	PUNCT
easat-7048	60	3	esg	esg	PROPN
easat-7048	60	4	discourse	discourse	NOUN
easat-7048	60	5	does	do	AUX
easat-7048	60	6	not	not	PART
easat-7048	60	7	evolve	evolve	VERB
easat-7048	60	8	in	in	ADP
easat-7048	60	9	a	a	DET
easat-7048	60	10	vacuum	vacuum	NOUN
easat-7048	60	11	but	but	CCONJ
easat-7048	60	12	within	within	ADP
easat-7048	60	13	a	a	DET
easat-7048	60	14	regulatory	regulatory	ADJ
easat-7048	60	15	and	and	CCONJ
easat-7048	60	16	socio	socio	NOUN
easat-7048	60	17	-	-	PUNCT
easat-7048	60	18	political	political	ADJ
easat-7048	60	19	context	context	NOUN
easat-7048	60	20	that	that	PRON
easat-7048	60	21	mediates	mediate	VERB
easat-7048	60	22	its	its	PRON
easat-7048	60	23	legitimacy	legitimacy	NOUN
easat-7048	60	24	and	and	CCONJ
easat-7048	60	25	reception	reception	NOUN
easat-7048	60	26	.	.	PUNCT
easat-7048	61	1	gustafsson	gustafsson	PROPN
easat-7048	61	2	et	et	PROPN
easat-7048	61	3	al	al	PROPN
easat-7048	61	4	.	.	PROPN
easat-7048	61	5	traced	trace	VERB
easat-7048	61	6	how	how	SCONJ
easat-7048	61	7	due	due	ADJ
easat-7048	61	8	diligence	diligence	NOUN
easat-7048	61	9	laws	law	NOUN
easat-7048	61	10	in	in	ADP
easat-7048	61	11	france	france	PROPN
easat-7048	61	12	and	and	CCONJ
easat-7048	61	13	germany	germany	PROPN
easat-7048	61	14	altered	alter	VERB
easat-7048	61	15	the	the	DET
easat-7048	61	16	communicative	communicative	ADJ
easat-7048	61	17	obligations	obligation	NOUN
easat-7048	61	18	of	of	ADP
easat-7048	61	19	corporations	corporation	NOUN
easat-7048	61	20	,	,	PUNCT
easat-7048	61	21	while	while	SCONJ
easat-7048	61	22	walters	walter	NOUN
easat-7048	61	23	exposed	expose	VERB
easat-7048	61	24	how	how	SCONJ
easat-7048	61	25	selective	selective	ADJ
easat-7048	61	26	social	social	ADJ
easat-7048	61	27	rhetoric	rhetoric	NOUN
easat-7048	61	28	,	,	PUNCT
easat-7048	61	29	such	such	ADJ
easat-7048	61	30	as	as	ADP
easat-7048	61	31	gender	gender	NOUN
easat-7048	61	32	equity	equity	NOUN
easat-7048	61	33	claims	claim	NOUN
easat-7048	61	34	,	,	PUNCT
easat-7048	61	35	can	can	AUX
easat-7048	61	36	be	be	AUX
easat-7048	61	37	weaponized	weaponize	VERB
easat-7048	61	38	to	to	PART
easat-7048	61	39	deflect	deflect	VERB
easat-7048	61	40	criticism	criticism	NOUN
easat-7048	61	41	,	,	PUNCT
easat-7048	61	42	a	a	DET
easat-7048	61	43	phenomenon	phenomenon	NOUN
easat-7048	61	44	she	she	PRON
easat-7048	61	45	termed	term	VERB
easat-7048	61	46	gender	gender	NOUN
easat-7048	61	47	wash	wash	NOUN
easat-7048	62	1	[	[	PUNCT
easat-7048	62	2	13	13	NUM
easat-7048	62	3	,	,	PUNCT
easat-7048	62	4	14	14	NUM
easat-7048	62	5	]	]	PUNCT
easat-7048	62	6	.	.	PUNCT
easat-7048	63	1	these	these	DET
easat-7048	63	2	critiques	critique	NOUN
easat-7048	63	3	echo	echo	VERB
easat-7048	63	4	in	in	ADP
easat-7048	63	5	fintech	fintech	NOUN
easat-7048	63	6	contexts	contexts	NOUN
easat-7048	63	7	,	,	PUNCT
easat-7048	63	8	where	where	SCONJ
easat-7048	63	9	firms	firm	NOUN
easat-7048	63	10	may	may	AUX
easat-7048	63	11	rhetorically	rhetorically	ADV
easat-7048	63	12	invoke	invoke	VERB
easat-7048	63	13	sustainability	sustainability	NOUN
easat-7048	63	14	while	while	SCONJ
easat-7048	63	15	maintaining	maintain	VERB
easat-7048	63	16	opaque	opaque	ADJ
easat-7048	63	17	technological	technological	ADJ
easat-7048	63	18	operations	operation	NOUN
easat-7048	63	19	.	.	PUNCT
easat-7048	64	1	our	our	PRON
easat-7048	64	2	study	study	NOUN
easat-7048	64	3	responds	respond	VERB
easat-7048	64	4	by	by	ADP
easat-7048	64	5	quantifying	quantify	VERB
easat-7048	64	6	how	how	SCONJ
easat-7048	64	7	fintech	fintech	NOUN
easat-7048	64	8	companies	company	NOUN
easat-7048	64	9	linguistically	linguistically	ADV
easat-7048	64	10	position	position	VERB
easat-7048	64	11	themselves	themselves	PRON
easat-7048	64	12	across	across	ADP
easat-7048	64	13	different	different	ADJ
easat-7048	64	14	esg	esg	PROPN
easat-7048	64	15	dimensions	dimension	NOUN
easat-7048	64	16	,	,	PUNCT
easat-7048	64	17	offering	offer	VERB
easat-7048	64	18	a	a	DET
easat-7048	64	19	replicable	replicable	ADJ
easat-7048	64	20	framework	framework	NOUN
easat-7048	64	21	to	to	PART
easat-7048	64	22	distinguish	distinguish	VERB
easat-7048	64	23	symbolic	symbolic	ADJ
easat-7048	64	24	from	from	ADP
easat-7048	64	25	substantive	substantive	ADJ
easat-7048	64	26	engagement	engagement	NOUN
easat-7048	64	27	.	.	PUNCT
easat-7048	65	1	at	at	ADP
easat-7048	65	2	the	the	DET
easat-7048	65	3	same	same	ADJ
easat-7048	65	4	time	time	NOUN
easat-7048	65	5	,	,	PUNCT
easat-7048	65	6	the	the	DET
easat-7048	65	7	medium	medium	NOUN
easat-7048	65	8	of	of	ADP
easat-7048	65	9	esg	esg	NOUN
easat-7048	65	10	communication	communication	NOUN
easat-7048	65	11	is	be	AUX
easat-7048	65	12	undergoing	undergo	VERB
easat-7048	65	13	transformation	transformation	NOUN
easat-7048	65	14	due	due	ADP
easat-7048	65	15	to	to	ADP
easat-7048	65	16	the	the	DET
easat-7048	65	17	affordances	affordance	NOUN
easat-7048	65	18	and	and	CCONJ
easat-7048	65	19	constraints	constraint	NOUN
easat-7048	65	20	of	of	ADP
easat-7048	65	21	digital	digital	ADJ
easat-7048	65	22	infrastructures	infrastructure	NOUN
easat-7048	65	23	.	.	PUNCT
easat-7048	66	1	yu	yu	PROPN
easat-7048	66	2	and	and	CCONJ
easat-7048	66	3	couldry	couldry	VERB
easat-7048	67	1	[	[	X
easat-7048	67	2	15	15	NUM
easat-7048	67	3	]	]	PUNCT
easat-7048	67	4	theorized	theorize	VERB
easat-7048	67	5	that	that	SCONJ
easat-7048	67	6	platformmediated	platformmediate	VERB
easat-7048	67	7	discourse	discourse	NOUN
easat-7048	67	8	performs	perform	VERB
easat-7048	67	9	a	a	DET
easat-7048	67	10	legitimating	legitimate	VERB
easat-7048	67	11	function	function	NOUN
easat-7048	67	12	by	by	ADP
easat-7048	67	13	naturalizing	naturalize	VERB
easat-7048	67	14	extractive	extractive	ADJ
easat-7048	67	15	practices	practice	NOUN
easat-7048	67	16	as	as	ADP
easat-7048	67	17	educational	educational	ADJ
easat-7048	67	18	or	or	CCONJ
easat-7048	67	19	ethical	ethical	ADJ
easat-7048	67	20	[	[	X
easat-7048	67	21	15	15	NUM
easat-7048	67	22	]	]	PUNCT
easat-7048	67	23	.	.	PUNCT
easat-7048	68	1	while	while	SCONJ
easat-7048	68	2	their	their	PRON
easat-7048	68	3	study	study	NOUN
easat-7048	68	4	centered	center	VERB
easat-7048	68	5	on	on	ADP
easat-7048	68	6	the	the	DET
easat-7048	68	7	education	education	NOUN
easat-7048	68	8	sector	sector	NOUN
easat-7048	68	9	,	,	PUNCT
easat-7048	68	10	the	the	DET
easat-7048	68	11	mechanism	mechanism	NOUN
easat-7048	68	12	they	they	PRON
easat-7048	68	13	describe	describe	VERB
easat-7048	68	14	,	,	PUNCT
easat-7048	68	15	discursive	discursive	ADJ
easat-7048	68	16	normalization	normalization	NOUN
easat-7048	68	17	through	through	ADP
easat-7048	68	18	digital	digital	ADJ
easat-7048	68	19	narrative	narrative	NOUN
easat-7048	68	20	,	,	PUNCT
easat-7048	68	21	is	be	AUX
easat-7048	68	22	highly	highly	ADV
easat-7048	68	23	relevant	relevant	ADJ
easat-7048	68	24	to	to	ADP
easat-7048	68	25	esg	esg	PROPN
easat-7048	68	26	in	in	ADP
easat-7048	68	27	fintech	fintech	NOUN
easat-7048	68	28	.	.	PUNCT
easat-7048	69	1	complementing	complement	VERB
easat-7048	69	2	this	this	PRON
easat-7048	69	3	,	,	PUNCT
easat-7048	69	4	patwardhan	patwardhan	ADP
easat-7048	69	5	et	et	PROPN
easat-7048	69	6	al	al	PROPN
easat-7048	69	7	.	.	PROPN
easat-7048	70	1	and	and	CCONJ
easat-7048	70	2	patil	patil	PROPN
easat-7048	70	3	et	et	PROPN
easat-7048	70	4	al	al	PROPN
easat-7048	70	5	.	.	PROPN
easat-7048	70	6	surveyed	survey	VERB
easat-7048	70	7	real	real	ADJ
easat-7048	70	8	-	-	PUNCT
easat-7048	70	9	world	world	NOUN
easat-7048	70	10	applications	application	NOUN
easat-7048	70	11	of	of	ADP
easat-7048	70	12	nlp	nlp	NOUN
easat-7048	70	13	and	and	CCONJ
easat-7048	70	14	embedding	embed	VERB
easat-7048	70	15	techniques	technique	NOUN
easat-7048	70	16	,	,	PUNCT
easat-7048	70	17	highlighting	highlight	VERB
easat-7048	70	18	the	the	DET
easat-7048	70	19	need	need	NOUN
easat-7048	70	20	for	for	ADP
easat-7048	70	21	contextual	contextual	ADJ
easat-7048	70	22	sensitivity	sensitivity	NOUN
easat-7048	70	23	in	in	ADP
easat-7048	70	24	textual	textual	ADJ
easat-7048	70	25	representation	representation	NOUN
easat-7048	70	26	,	,	PUNCT
easat-7048	70	27	1013	1013	NUM
easat-7048	70	28	edelweiss	edelweiss	PROPN
easat-7048	70	29	applied	apply	VERB
easat-7048	70	30	science	science	NOUN
easat-7048	70	31	and	and	CCONJ
easat-7048	70	32	technology	technology	NOUN
easat-7048	70	33	issn	issn	PROPN
easat-7048	70	34	:	:	PUNCT
easat-7048	70	35	2576	2576	NUM
easat-7048	70	36	-	-	SYM
easat-7048	70	37	8484	8484	NUM
easat-7048	70	38	vol	vol	NOUN
easat-7048	70	39	.	.	PROPN
easat-7048	71	1	9	9	NUM
easat-7048	71	2	,	,	PUNCT
easat-7048	71	3	no	no	INTJ
easat-7048	71	4	.	.	NOUN
easat-7048	71	5	5	5	NUM
easat-7048	71	6	:	:	PUNCT
easat-7048	71	7	1010	1010	NUM
easat-7048	71	8	-	-	SYM
easat-7048	71	9	1020	1020	NUM
easat-7048	71	10	,	,	PUNCT
easat-7048	71	11	2025	2025	NUM
easat-7048	71	12	doi	doi	NOUN
easat-7048	71	13	:	:	PUNCT
easat-7048	71	14	10.55214/25768484.v9i5.7048	10.55214/25768484.v9i5.7048	PROPN
easat-7048	71	15	©	©	PROPN
easat-7048	71	16	2025	2025	NUM
easat-7048	71	17	by	by	ADP
easat-7048	71	18	the	the	DET
easat-7048	71	19	author	author	NOUN
easat-7048	71	20	;	;	PUNCT
easat-7048	71	21	licensee	licensee	PROPN
easat-7048	71	22	learning	learning	NOUN
easat-7048	71	23	gate	gate	NOUN
easat-7048	71	24	especially	especially	ADV
easat-7048	71	25	in	in	ADP
easat-7048	71	26	dynamic	dynamic	ADJ
easat-7048	71	27	communication	communication	NOUN
easat-7048	71	28	domains	domain	NOUN
easat-7048	71	29	[	[	X
easat-7048	71	30	16	16	NUM
easat-7048	71	31	,	,	PUNCT
easat-7048	71	32	17	17	NUM
easat-7048	71	33	]	]	PUNCT
easat-7048	71	34	.	.	PUNCT
easat-7048	72	1	lyu	lyu	NOUN
easat-7048	72	2	,	,	PUNCT
easat-7048	72	3	et	et	PROPN
easat-7048	72	4	al	al	PROPN
easat-7048	72	5	.	.	PUNCT
easat-7048	73	1	[	[	X
easat-7048	73	2	18]lyu	18]lyu	NUM
easat-7048	73	3	et	et	NOUN
easat-7048	73	4	al	al	PROPN
easat-7048	73	5	.	.	PUNCT
easat-7048	73	6	further	further	PROPN
easat-7048	73	7	advanced	advance	VERB
easat-7048	73	8	this	this	DET
easat-7048	73	9	discussion	discussion	NOUN
easat-7048	73	10	by	by	ADP
easat-7048	73	11	advocating	advocate	VERB
easat-7048	73	12	for	for	ADP
easat-7048	73	13	“	"	PUNCT
easat-7048	73	14	faithful	faithful	ADJ
easat-7048	73	15	explanation	explanation	NOUN
easat-7048	73	16	”	"	PUNCT
easat-7048	73	17	models	model	NOUN
easat-7048	73	18	that	that	PRON
easat-7048	73	19	can	can	AUX
easat-7048	73	20	ensure	ensure	VERB
easat-7048	73	21	semantic	semantic	ADJ
easat-7048	73	22	alignment	alignment	NOUN
easat-7048	73	23	between	between	ADP
easat-7048	73	24	machine	machine	NOUN
easat-7048	73	25	interpretations	interpretation	NOUN
easat-7048	73	26	and	and	CCONJ
easat-7048	73	27	human	human	ADJ
easat-7048	73	28	esg	esg	NOUN
easat-7048	73	29	reasoning[18	reasoning[18	NOUN
easat-7048	73	30	]	]	PUNCT
easat-7048	73	31	.	.	PUNCT
easat-7048	74	1	in	in	ADP
easat-7048	74	2	parallel	parallel	ADJ
easat-7048	74	3	,	,	PUNCT
easat-7048	74	4	substantive	substantive	ADJ
easat-7048	74	5	research	research	NOUN
easat-7048	74	6	on	on	ADP
easat-7048	74	7	the	the	DET
easat-7048	74	8	nexus	nexus	NOUN
easat-7048	74	9	between	between	ADP
easat-7048	74	10	digital	digital	ADJ
easat-7048	74	11	finance	finance	NOUN
easat-7048	74	12	and	and	CCONJ
easat-7048	74	13	esg	esg	NOUN
easat-7048	74	14	performance	performance	NOUN
easat-7048	74	15	is	be	AUX
easat-7048	74	16	gaining	gain	VERB
easat-7048	74	17	traction	traction	NOUN
easat-7048	74	18	.	.	PUNCT
easat-7048	75	1	tay	tay	PROPN
easat-7048	75	2	et	et	PROPN
easat-7048	75	3	al	al	PROPN
easat-7048	75	4	.	.	PROPN
easat-7048	75	5	argued	argue	VERB
easat-7048	75	6	that	that	SCONJ
easat-7048	75	7	digital	digital	ADJ
easat-7048	75	8	financial	financial	ADJ
easat-7048	75	9	inclusion	inclusion	NOUN
easat-7048	75	10	acts	act	VERB
easat-7048	75	11	as	as	ADP
easat-7048	75	12	a	a	DET
easat-7048	75	13	conduit	conduit	NOUN
easat-7048	75	14	for	for	ADP
easat-7048	75	15	sustainable	sustainable	ADJ
easat-7048	75	16	development	development	NOUN
easat-7048	75	17	,	,	PUNCT
easat-7048	75	18	bridging	bridge	VERB
easat-7048	75	19	access	access	NOUN
easat-7048	75	20	with	with	ADP
easat-7048	75	21	impact	impact	NOUN
easat-7048	75	22	[	[	X
easat-7048	75	23	19	19	NUM
easat-7048	75	24	]	]	PUNCT
easat-7048	75	25	.	.	PUNCT
easat-7048	76	1	this	this	PRON
easat-7048	76	2	is	be	AUX
easat-7048	76	3	corroborated	corroborate	VERB
easat-7048	76	4	by	by	ADP
easat-7048	76	5	large	large	ADJ
easat-7048	76	6	-	-	PUNCT
easat-7048	76	7	scale	scale	NOUN
easat-7048	76	8	empirical	empirical	ADJ
easat-7048	76	9	work	work	NOUN
easat-7048	76	10	by	by	ADP
easat-7048	76	11	mu	mu	PROPN
easat-7048	76	12	et	et	PROPN
easat-7048	76	13	al	al	PROPN
easat-7048	76	14	.	.	PROPN
easat-7048	76	15	and	and	CCONJ
easat-7048	76	16	razzaq	razzaq	PROPN
easat-7048	76	17	and	and	CCONJ
easat-7048	76	18	yang	yang	PROPN
easat-7048	76	19	,	,	PUNCT
easat-7048	76	20	who	who	PRON
easat-7048	76	21	demonstrated	demonstrate	VERB
easat-7048	76	22	through	through	ADP
easat-7048	76	23	panel	panel	NOUN
easat-7048	76	24	regressions	regression	NOUN
easat-7048	76	25	and	and	CCONJ
easat-7048	76	26	big	big	ADJ
easat-7048	76	27	data	datum	NOUN
easat-7048	76	28	analysis	analysis	NOUN
easat-7048	76	29	that	that	SCONJ
easat-7048	76	30	digital	digital	ADJ
easat-7048	76	31	finance	finance	NOUN
easat-7048	76	32	correlates	correlate	VERB
easat-7048	76	33	positively	positively	ADV
easat-7048	76	34	with	with	ADP
easat-7048	76	35	firm	firm	ADJ
easat-7048	76	36	-	-	PUNCT
easat-7048	76	37	level	level	NOUN
easat-7048	76	38	esg	esg	NOUN
easat-7048	76	39	performance	performance	NOUN
easat-7048	76	40	and	and	CCONJ
easat-7048	76	41	national	national	ADJ
easat-7048	76	42	green	green	ADJ
easat-7048	76	43	growth	growth	NOUN
easat-7048	76	44	metrics	metric	NOUN
easat-7048	76	45	,	,	PUNCT
easat-7048	76	46	respectively	respectively	ADV
easat-7048	76	47	[	[	X
easat-7048	76	48	20	20	NUM
easat-7048	76	49	,	,	PUNCT
easat-7048	76	50	21	21	NUM
easat-7048	76	51	]	]	PUNCT
easat-7048	76	52	.	.	PUNCT
easat-7048	77	1	these	these	DET
easat-7048	77	2	studies	study	NOUN
easat-7048	77	3	support	support	VERB
easat-7048	77	4	the	the	DET
easat-7048	77	5	claim	claim	NOUN
easat-7048	77	6	that	that	SCONJ
easat-7048	77	7	fintech	fintech	NOUN
easat-7048	77	8	is	be	AUX
easat-7048	77	9	not	not	PART
easat-7048	77	10	just	just	ADV
easat-7048	77	11	a	a	DET
easat-7048	77	12	neutral	neutral	ADJ
easat-7048	77	13	channel	channel	NOUN
easat-7048	77	14	,	,	PUNCT
easat-7048	77	15	but	but	CCONJ
easat-7048	77	16	a	a	DET
easat-7048	77	17	potent	potent	ADJ
easat-7048	77	18	agent	agent	NOUN
easat-7048	77	19	in	in	ADP
easat-7048	77	20	the	the	DET
easat-7048	77	21	sustainability	sustainability	NOUN
easat-7048	77	22	arena	arena	NOUN
easat-7048	77	23	.	.	PUNCT
easat-7048	78	1	however	however	ADV
easat-7048	78	2	,	,	PUNCT
easat-7048	78	3	they	they	PRON
easat-7048	78	4	remain	remain	VERB
easat-7048	78	5	largely	largely	ADV
easat-7048	78	6	macroeconomic	macroeconomic	ADJ
easat-7048	78	7	in	in	ADP
easat-7048	78	8	orientation	orientation	NOUN
easat-7048	78	9	.	.	PUNCT
easat-7048	79	1	our	our	PRON
easat-7048	79	2	study	study	NOUN
easat-7048	79	3	introduces	introduce	VERB
easat-7048	79	4	a	a	DET
easat-7048	79	5	complementary	complementary	ADJ
easat-7048	79	6	micro	micro	ADJ
easat-7048	79	7	-	-	ADJ
easat-7048	79	8	discursive	discursive	ADJ
easat-7048	79	9	lens	lens	NOUN
easat-7048	79	10	to	to	PART
easat-7048	79	11	examine	examine	VERB
easat-7048	79	12	the	the	DET
easat-7048	79	13	narrative	narrative	NOUN
easat-7048	79	14	mechanisms	mechanism	NOUN
easat-7048	79	15	by	by	ADP
easat-7048	79	16	which	which	PRON
easat-7048	79	17	fintech	fintech	NOUN
easat-7048	79	18	firms	firm	NOUN
easat-7048	79	19	make	make	VERB
easat-7048	79	20	esg	esg	PROPN
easat-7048	79	21	claims	claim	NOUN
easat-7048	79	22	legible	legible	ADJ
easat-7048	79	23	and	and	CCONJ
easat-7048	79	24	actionable	actionable	ADJ
easat-7048	79	25	to	to	ADP
easat-7048	79	26	stakeholders	stakeholder	NOUN
easat-7048	79	27	.	.	PUNCT
easat-7048	80	1	governance	governance	NOUN
easat-7048	80	2	,	,	PUNCT
easat-7048	80	3	particularly	particularly	ADV
easat-7048	80	4	in	in	ADP
easat-7048	80	5	decentralized	decentralized	ADJ
easat-7048	80	6	environments	environment	NOUN
easat-7048	80	7	,	,	PUNCT
easat-7048	80	8	remains	remain	VERB
easat-7048	80	9	a	a	DET
easat-7048	80	10	critical	critical	ADJ
easat-7048	80	11	and	and	CCONJ
easat-7048	80	12	underdeveloped	underdeveloped	ADJ
easat-7048	80	13	domain	domain	NOUN
easat-7048	80	14	of	of	ADP
easat-7048	80	15	esg	esg	PROPN
easat-7048	80	16	inquiry	inquiry	NOUN
easat-7048	80	17	.	.	PUNCT
easat-7048	81	1	fracassi	fracassi	ADJ
easat-7048	81	2	et	et	PROPN
easat-7048	81	3	al	al	PROPN
easat-7048	81	4	.	.	PROPN
easat-7048	82	1	analyzed	analyze	VERB
easat-7048	82	2	ethereum	ethereum	NOUN
easat-7048	82	3	's	's	PART
easat-7048	82	4	governance	governance	NOUN
easat-7048	82	5	architecture	architecture	NOUN
easat-7048	82	6	to	to	PART
easat-7048	82	7	reveal	reveal	VERB
easat-7048	82	8	the	the	DET
easat-7048	82	9	dual	dual	ADJ
easat-7048	82	10	dynamics	dynamic	NOUN
easat-7048	82	11	of	of	ADP
easat-7048	82	12	transparency	transparency	NOUN
easat-7048	82	13	and	and	CCONJ
easat-7048	82	14	power	power	NOUN
easat-7048	82	15	centralization	centralization	NOUN
easat-7048	82	16	,	,	PUNCT
easat-7048	82	17	a	a	DET
easat-7048	82	18	paradox	paradox	NOUN
easat-7048	82	19	mirrored	mirror	VERB
easat-7048	82	20	in	in	ADP
easat-7048	82	21	algorithmic	algorithmic	ADJ
easat-7048	82	22	fintech	fintech	NOUN
easat-7048	82	23	governance	governance	NOUN
easat-7048	82	24	structures	structure	NOUN
easat-7048	82	25	fracassi	fracassi	ADJ
easat-7048	82	26	,	,	PUNCT
easat-7048	82	27	et	et	PROPN
easat-7048	82	28	al	al	PROPN
easat-7048	82	29	.	.	PUNCT
easat-7048	83	1	[	[	X
easat-7048	83	2	22	22	NUM
easat-7048	83	3	]	]	PUNCT
easat-7048	83	4	.	.	PUNCT
easat-7048	84	1	efunniyi	efunniyi	NOUN
easat-7048	84	2	,	,	PUNCT
easat-7048	84	3	et	et	PROPN
easat-7048	84	4	al	al	PROPN
easat-7048	84	5	.	.	PUNCT
easat-7048	85	1	[	[	X
easat-7048	85	2	23	23	NUM
easat-7048	85	3	]	]	PUNCT
easat-7048	85	4	added	add	VERB
easat-7048	85	5	that	that	SCONJ
easat-7048	85	6	meaningful	meaningful	ADJ
easat-7048	85	7	governance	governance	NOUN
easat-7048	85	8	communication	communication	NOUN
easat-7048	85	9	must	must	AUX
easat-7048	85	10	encompass	encompass	VERB
easat-7048	85	11	both	both	DET
easat-7048	85	12	structural	structural	ADJ
easat-7048	85	13	transparency	transparency	NOUN
easat-7048	85	14	and	and	CCONJ
easat-7048	85	15	procedural	procedural	ADJ
easat-7048	85	16	accessibility	accessibility	NOUN
easat-7048	85	17	efunniyi	efunniyi	NOUN
easat-7048	85	18	,	,	PUNCT
easat-7048	85	19	et	et	PROPN
easat-7048	85	20	al	al	PROPN
easat-7048	85	21	.	.	PUNCT
easat-7048	86	1	[	[	X
easat-7048	86	2	23	23	NUM
easat-7048	86	3	]	]	PUNCT
easat-7048	86	4	.	.	PUNCT
easat-7048	87	1	kiseleva	kiseleva	PROPN
easat-7048	87	2	,	,	PUNCT
easat-7048	87	3	et	et	PROPN
easat-7048	87	4	al	al	PROPN
easat-7048	87	5	.	.	PUNCT
easat-7048	88	1	[	[	X
easat-7048	88	2	24	24	NUM
easat-7048	88	3	]	]	PUNCT
easat-7048	88	4	addressing	address	VERB
easat-7048	88	5	ai	ai	PROPN
easat-7048	88	6	governance	governance	NOUN
easat-7048	88	7	,	,	PUNCT
easat-7048	88	8	framed	frame	VERB
easat-7048	88	9	algorithmic	algorithmic	ADJ
easat-7048	88	10	transparency	transparency	NOUN
easat-7048	88	11	as	as	ADP
easat-7048	88	12	a	a	DET
easat-7048	88	13	multilayered	multilayered	ADJ
easat-7048	88	14	challenge	challenge	NOUN
easat-7048	88	15	that	that	PRON
easat-7048	88	16	spans	span	VERB
easat-7048	88	17	technical	technical	ADJ
easat-7048	88	18	design	design	NOUN
easat-7048	88	19	,	,	PUNCT
easat-7048	88	20	legal	legal	ADJ
easat-7048	88	21	responsibility	responsibility	NOUN
easat-7048	88	22	,	,	PUNCT
easat-7048	88	23	and	and	CCONJ
easat-7048	88	24	ethical	ethical	ADJ
easat-7048	88	25	justification	justification	NOUN
easat-7048	88	26	[	[	X
easat-7048	88	27	24	24	NUM
easat-7048	88	28	]	]	PUNCT
easat-7048	88	29	.	.	PUNCT
easat-7048	89	1	these	these	DET
easat-7048	89	2	findings	finding	NOUN
easat-7048	89	3	converge	converge	VERB
easat-7048	89	4	on	on	ADP
easat-7048	89	5	the	the	DET
easat-7048	89	6	need	need	NOUN
easat-7048	89	7	to	to	PART
easat-7048	89	8	treat	treat	VERB
easat-7048	89	9	governance	governance	NOUN
easat-7048	89	10	not	not	PART
easat-7048	89	11	as	as	ADP
easat-7048	89	12	a	a	DET
easat-7048	89	13	compliance	compliance	NOUN
easat-7048	89	14	checkbox	checkbox	NOUN
easat-7048	89	15	but	but	CCONJ
easat-7048	89	16	as	as	ADP
easat-7048	89	17	a	a	DET
easat-7048	89	18	discursive	discursive	ADJ
easat-7048	89	19	practice	practice	NOUN
easat-7048	89	20	with	with	ADP
easat-7048	89	21	definable	definable	ADJ
easat-7048	89	22	linguistic	linguistic	ADJ
easat-7048	89	23	markers	marker	NOUN
easat-7048	89	24	,	,	PUNCT
easat-7048	89	25	an	an	DET
easat-7048	89	26	approach	approach	NOUN
easat-7048	89	27	adopted	adopt	VERB
easat-7048	89	28	in	in	ADP
easat-7048	89	29	our	our	PRON
easat-7048	89	30	classification	classification	NOUN
easat-7048	89	31	of	of	ADP
easat-7048	89	32	governance	governance	NOUN
easat-7048	89	33	sub	sub	NOUN
easat-7048	89	34	-	-	NOUN
easat-7048	89	35	themes	theme	NOUN
easat-7048	89	36	within	within	ADP
easat-7048	89	37	fintech	fintech	NOUN
easat-7048	89	38	esg	esg	NOUN
easat-7048	89	39	narratives	narrative	NOUN
easat-7048	89	40	.	.	PUNCT
easat-7048	90	1	taken	take	VERB
easat-7048	90	2	together	together	ADV
easat-7048	90	3	,	,	PUNCT
easat-7048	90	4	these	these	DET
easat-7048	90	5	contributions	contribution	NOUN
easat-7048	90	6	form	form	VERB
easat-7048	90	7	an	an	DET
easat-7048	90	8	interdisciplinary	interdisciplinary	NOUN
easat-7048	90	9	scaffolding	scaffolding	NOUN
easat-7048	90	10	for	for	ADP
easat-7048	90	11	the	the	DET
easat-7048	90	12	present	present	ADJ
easat-7048	90	13	study	study	NOUN
easat-7048	90	14	's	's	PART
easat-7048	90	15	intervention	intervention	NOUN
easat-7048	90	16	:	:	PUNCT
easat-7048	90	17	a	a	DET
easat-7048	90	18	computational	computational	ADJ
easat-7048	90	19	discourse	discourse	NOUN
easat-7048	90	20	analysis	analysis	NOUN
easat-7048	90	21	of	of	ADP
easat-7048	90	22	esg	esg	PROPN
easat-7048	90	23	narratives	narrative	NOUN
easat-7048	90	24	in	in	ADP
easat-7048	90	25	the	the	DET
easat-7048	90	26	fintech	fintech	NOUN
easat-7048	90	27	sector	sector	NOUN
easat-7048	90	28	,	,	PUNCT
easat-7048	90	29	informed	inform	VERB
easat-7048	90	30	by	by	ADP
easat-7048	90	31	both	both	DET
easat-7048	90	32	social	social	ADJ
easat-7048	90	33	theory	theory	NOUN
easat-7048	90	34	and	and	CCONJ
easat-7048	90	35	technical	technical	ADJ
easat-7048	90	36	method	method	NOUN
easat-7048	90	37	.	.	PUNCT
easat-7048	91	1	we	we	PRON
easat-7048	91	2	extend	extend	VERB
easat-7048	91	3	prior	prior	ADV
easat-7048	91	4	work	work	NOUN
easat-7048	91	5	by	by	ADP
easat-7048	91	6	explicitly	explicitly	ADV
easat-7048	91	7	modeling	model	VERB
easat-7048	91	8	the	the	DET
easat-7048	91	9	semantic	semantic	ADJ
easat-7048	91	10	variability	variability	NOUN
easat-7048	91	11	,	,	PUNCT
easat-7048	91	12	rhetorical	rhetorical	ADJ
easat-7048	91	13	concreteness	concreteness	NOUN
easat-7048	91	14	,	,	PUNCT
easat-7048	91	15	and	and	CCONJ
easat-7048	91	16	strategic	strategic	ADJ
easat-7048	91	17	alignment	alignment	NOUN
easat-7048	91	18	of	of	ADP
easat-7048	91	19	fintech	fintech	NOUN
easat-7048	91	20	esg	esg	NOUN
easat-7048	91	21	communication	communication	NOUN
easat-7048	91	22	,	,	PUNCT
easat-7048	91	23	not	not	PART
easat-7048	91	24	as	as	ADP
easat-7048	91	25	isolated	isolated	ADJ
easat-7048	91	26	metrics	metric	NOUN
easat-7048	91	27	,	,	PUNCT
easat-7048	91	28	but	but	CCONJ
easat-7048	91	29	as	as	ADP
easat-7048	91	30	interdependent	interdependent	ADJ
easat-7048	91	31	communicative	communicative	ADJ
easat-7048	91	32	strategies	strategy	NOUN
easat-7048	91	33	situated	situate	VERB
easat-7048	91	34	within	within	ADP
easat-7048	91	35	global	global	ADJ
easat-7048	91	36	financial	financial	ADJ
easat-7048	91	37	and	and	CCONJ
easat-7048	91	38	regulatory	regulatory	ADJ
easat-7048	91	39	transitions	transition	NOUN
easat-7048	91	40	.	.	PUNCT
easat-7048	92	1	3	3	X
easat-7048	92	2	.	.	X
easat-7048	92	3	methodology	methodology	NOUN
easat-7048	92	4	to	to	PART
easat-7048	92	5	investigate	investigate	VERB
easat-7048	92	6	the	the	DET
easat-7048	92	7	role	role	NOUN
easat-7048	92	8	and	and	CCONJ
easat-7048	92	9	discourse	discourse	NOUN
easat-7048	92	10	strategies	strategy	NOUN
easat-7048	92	11	of	of	ADP
easat-7048	92	12	fintech	fintech	NOUN
easat-7048	92	13	companies	company	NOUN
easat-7048	92	14	in	in	ADP
easat-7048	92	15	esg	esg	PROPN
easat-7048	92	16	communication	communication	NOUN
easat-7048	92	17	,	,	PUNCT
easat-7048	92	18	this	this	DET
easat-7048	92	19	study	study	NOUN
easat-7048	92	20	adopts	adopt	VERB
easat-7048	92	21	a	a	DET
easat-7048	92	22	hybrid	hybrid	ADJ
easat-7048	92	23	methodology	methodology	NOUN
easat-7048	92	24	integrating	integrate	VERB
easat-7048	92	25	qualitative	qualitative	ADJ
easat-7048	92	26	content	content	NOUN
easat-7048	92	27	analysis	analysis	NOUN
easat-7048	92	28	and	and	CCONJ
easat-7048	92	29	natural	natural	ADJ
easat-7048	92	30	language	language	NOUN
easat-7048	92	31	processing	processing	NOUN
easat-7048	92	32	.	.	PUNCT
easat-7048	93	1	the	the	DET
easat-7048	93	2	methodological	methodological	ADJ
easat-7048	93	3	framework	framework	NOUN
easat-7048	93	4	consists	consist	VERB
easat-7048	93	5	of	of	ADP
easat-7048	93	6	four	four	NUM
easat-7048	93	7	key	key	ADJ
easat-7048	93	8	stages	stage	NOUN
easat-7048	93	9	:	:	PUNCT
easat-7048	93	10	data	data	NOUN
easat-7048	93	11	collection	collection	NOUN
easat-7048	93	12	and	and	CCONJ
easat-7048	93	13	corpus	corpus	NOUN
easat-7048	93	14	construction	construction	NOUN
easat-7048	93	15	,	,	PUNCT
easat-7048	93	16	preprocessing	preprocessing	NOUN
easat-7048	93	17	and	and	CCONJ
easat-7048	93	18	linguistic	linguistic	ADJ
easat-7048	93	19	normalization	normalization	NOUN
easat-7048	93	20	,	,	PUNCT
easat-7048	93	21	discourse	discourse	NOUN
easat-7048	93	22	and	and	CCONJ
easat-7048	93	23	sentiment	sentiment	NOUN
easat-7048	93	24	modeling	modeling	NOUN
easat-7048	93	25	,	,	PUNCT
easat-7048	93	26	and	and	CCONJ
easat-7048	93	27	thematic	thematic	ADJ
easat-7048	93	28	clustering	clustering	NOUN
easat-7048	93	29	and	and	CCONJ
easat-7048	93	30	cross	cross	ADJ
easat-7048	93	31	-	-	ADJ
easat-7048	93	32	company	company	ADJ
easat-7048	93	33	comparison	comparison	NOUN
easat-7048	93	34	.	.	PUNCT
easat-7048	94	1	figure	figure	VERB
easat-7048	94	2	1	1	NUM
easat-7048	94	3	outlines	outline	VERB
easat-7048	94	4	the	the	DET
easat-7048	94	5	overall	overall	ADJ
easat-7048	94	6	research	research	NOUN
easat-7048	94	7	design	design	NOUN
easat-7048	94	8	.	.	PUNCT
easat-7048	95	1	1014	1014	NUM
easat-7048	95	2	edelweiss	edelweiss	PROPN
easat-7048	95	3	applied	apply	VERB
easat-7048	95	4	science	science	NOUN
easat-7048	95	5	and	and	CCONJ
easat-7048	95	6	technology	technology	NOUN
easat-7048	95	7	issn	issn	PROPN
easat-7048	95	8	:	:	PUNCT
easat-7048	95	9	2576	2576	NUM
easat-7048	95	10	-	-	SYM
easat-7048	95	11	8484	8484	NUM
easat-7048	95	12	vol	vol	NOUN
easat-7048	95	13	.	.	PROPN
easat-7048	96	1	9	9	NUM
easat-7048	96	2	,	,	PUNCT
easat-7048	96	3	no	no	INTJ
easat-7048	96	4	.	.	NOUN
easat-7048	96	5	5	5	NUM
easat-7048	96	6	:	:	PUNCT
easat-7048	96	7	1010	1010	NUM
easat-7048	96	8	-	-	SYM
easat-7048	96	9	1020	1020	NUM
easat-7048	96	10	,	,	PUNCT
easat-7048	96	11	2025	2025	NUM
easat-7048	96	12	doi	doi	NOUN
easat-7048	96	13	:	:	PUNCT
easat-7048	96	14	10.55214/25768484.v9i5.7048	10.55214/25768484.v9i5.7048	PROPN
easat-7048	96	15	©	©	PROPN
easat-7048	96	16	2025	2025	NUM
easat-7048	96	17	by	by	ADP
easat-7048	96	18	the	the	DET
easat-7048	96	19	author	author	NOUN
easat-7048	96	20	;	;	PUNCT
easat-7048	96	21	licensee	licensee	PROPN
easat-7048	96	22	learning	learn	VERB
easat-7048	96	23	gate	gate	NOUN
easat-7048	96	24	figure	figure	NOUN
easat-7048	96	25	1	1	NUM
easat-7048	96	26	.	.	PUNCT
easat-7048	97	1	workflow	workflow	NOUN
easat-7048	97	2	of	of	ADP
easat-7048	97	3	esg	esg	PROPN
easat-7048	97	4	discourse	discourse	NOUN
easat-7048	97	5	analysis	analysis	NOUN
easat-7048	97	6	for	for	ADP
easat-7048	97	7	fintech	fintech	NOUN
easat-7048	97	8	firms	firm	NOUN
easat-7048	97	9	.	.	PUNCT
easat-7048	98	1	3.1	3.1	NUM
easat-7048	98	2	.	.	PUNCT
easat-7048	98	3	data	datum	NOUN
easat-7048	98	4	collection	collection	NOUN
easat-7048	98	5	and	and	CCONJ
easat-7048	98	6	corpus	corpus	NOUN
easat-7048	98	7	construction	construction	NOUN
easat-7048	98	8	we	we	PRON
easat-7048	98	9	selected	select	VERB
easat-7048	98	10	ten	ten	NUM
easat-7048	98	11	globally	globally	ADV
easat-7048	98	12	prominent	prominent	ADJ
easat-7048	98	13	fintech	fintech	NOUN
easat-7048	98	14	companies	company	NOUN
easat-7048	98	15	based	base	VERB
easat-7048	98	16	on	on	ADP
easat-7048	98	17	2023	2023	NUM
easat-7048	98	18	-	-	SYM
easat-7048	98	19	2024	2024	NUM
easat-7048	98	20	market	market	NOUN
easat-7048	98	21	capitalization	capitalization	NOUN
easat-7048	98	22	rankings	ranking	NOUN
easat-7048	98	23	and	and	CCONJ
easat-7048	98	24	esg	esg	NOUN
easat-7048	98	25	visibility	visibility	NOUN
easat-7048	98	26	in	in	ADP
easat-7048	98	27	public	public	ADJ
easat-7048	98	28	discourse	discourse	NOUN
easat-7048	98	29	,	,	PUNCT
easat-7048	98	30	using	use	VERB
easat-7048	98	31	data	datum	NOUN
easat-7048	98	32	from	from	ADP
easat-7048	98	33	cb	cb	PROPN
easat-7048	98	34	insights	insight	NOUN
easat-7048	98	35	and	and	CCONJ
easat-7048	98	36	refinitiv	refinitiv	PROPN
easat-7048	98	37	esg	esg	PROPN
easat-7048	98	38	scores	score	NOUN
easat-7048	98	39	.	.	PUNCT
easat-7048	99	1	table	table	NOUN
easat-7048	99	2	1	1	NUM
easat-7048	99	3	lists	list	VERB
easat-7048	99	4	the	the	DET
easat-7048	99	5	selected	select	VERB
easat-7048	99	6	firms	firm	NOUN
easat-7048	99	7	and	and	CCONJ
easat-7048	99	8	data	datum	NOUN
easat-7048	99	9	sources	source	NOUN
easat-7048	99	10	.	.	PUNCT
easat-7048	100	1	the	the	DET
easat-7048	100	2	final	final	ADJ
easat-7048	100	3	corpus	corpus	NOUN
easat-7048	100	4	contained	contain	VERB
easat-7048	100	5	approximately	approximately	ADV
easat-7048	100	6	263,037	263,037	NUM
easat-7048	100	7	tokens	token	NOUN
easat-7048	100	8	across	across	ADP
easat-7048	100	9	10	10	NUM
easat-7048	100	10	companies	company	NOUN
easat-7048	100	11	,	,	PUNCT
easat-7048	100	12	encompassing	encompass	VERB
easat-7048	100	13	content	content	NOUN
easat-7048	100	14	from	from	ADP
easat-7048	100	15	2022	2022	NUM
easat-7048	100	16	-	-	SYM
easat-7048	100	17	2024	2024	NUM
easat-7048	100	18	.	.	PUNCT
easat-7048	101	1	all	all	DET
easat-7048	101	2	data	datum	NOUN
easat-7048	101	3	were	be	AUX
easat-7048	101	4	harvested	harvest	VERB
easat-7048	101	5	using	use	VERB
easat-7048	101	6	python	python	NOUN
easat-7048	101	7	's	's	PART
easat-7048	101	8	beautifulsoup	beautifulsoup	NOUN
easat-7048	101	9	and	and	CCONJ
easat-7048	101	10	selenium	selenium	NOUN
easat-7048	101	11	for	for	ADP
easat-7048	101	12	website	website	NOUN
easat-7048	101	13	scraping	scraping	NOUN
easat-7048	101	14	and	and	CCONJ
easat-7048	101	15	the	the	DET
easat-7048	101	16	twitter	twitter	NOUN
easat-7048	101	17	api	api	NOUN
easat-7048	101	18	v2	v2	PROPN
easat-7048	101	19	and	and	CCONJ
easat-7048	101	20	weibo	weibo	PROPN
easat-7048	101	21	/	/	SYM
easat-7048	101	22	wechat	wechat	NOUN
easat-7048	101	23	public	public	ADJ
easat-7048	101	24	portals	portal	NOUN
easat-7048	101	25	for	for	ADP
easat-7048	101	26	social	social	ADJ
easat-7048	101	27	media	medium	NOUN
easat-7048	101	28	collection	collection	NOUN
easat-7048	101	29	.	.	PUNCT
easat-7048	102	1	table	table	NOUN
easat-7048	102	2	1	1	NUM
easat-7048	102	3	.	.	PUNCT
easat-7048	102	4	fintech	fintech	NOUN
easat-7048	102	5	companies	company	NOUN
easat-7048	102	6	and	and	CCONJ
easat-7048	102	7	corresponding	correspond	VERB
easat-7048	102	8	esg	esg	PROPN
easat-7048	102	9	communication	communication	NOUN
easat-7048	102	10	sources	source	NOUN
easat-7048	102	11	.	.	PUNCT
easat-7048	103	1	company	company	NOUN
easat-7048	103	2	headquarters	headquarters	NOUN
easat-7048	103	3	source	source	NOUN
easat-7048	103	4	type	type	NOUN
easat-7048	103	5	sample	sample	NOUN
easat-7048	103	6	size	size	NOUN
easat-7048	103	7	ant	ant	PROPN
easat-7048	103	8	group	group	PROPN
easat-7048	103	9	china	china	PROPN
easat-7048	103	10	esg	esg	PROPN
easat-7048	103	11	reports	report	VERB
easat-7048	103	12	,	,	PUNCT
easat-7048	103	13	weibo	weibo	VERB
easat-7048	103	14	34,729	34,729	NUM
easat-7048	103	15	words	word	NOUN
easat-7048	103	16	square	square	ADJ
easat-7048	103	17	(	(	PUNCT
easat-7048	103	18	block	block	PROPN
easat-7048	103	19	inc	inc	PROPN
easat-7048	103	20	.	.	PROPN
easat-7048	103	21	)	)	PUNCT
easat-7048	104	1	usa	usa	PROPN
easat-7048	104	2	blog	blog	PROPN
easat-7048	104	3	,	,	PUNCT
easat-7048	104	4	twitter	twitter	NOUN
easat-7048	104	5	(	(	PUNCT
easat-7048	104	6	x	x	X
easat-7048	104	7	)	)	PUNCT
easat-7048	104	8	28,941	28,941	NUM
easat-7048	104	9	words	word	NOUN
easat-7048	104	10	robinhood	robinhood	PROPN
easat-7048	104	11	usa	usa	PROPN
easat-7048	104	12	esg	esg	PROPN
easat-7048	104	13	portal	portal	PROPN
easat-7048	104	14	,	,	PUNCT
easat-7048	104	15	twitter	twitter	NOUN
easat-7048	104	16	22,801	22,801	NUM
easat-7048	104	17	words	word	NOUN
easat-7048	104	18	adyen	adyen	PROPN
easat-7048	104	19	netherlands	netherlands	PROPN
easat-7048	105	1	annual	annual	ADJ
easat-7048	105	2	+	+	NUM
easat-7048	105	3	esg	esg	PROPN
easat-7048	105	4	reports	report	VERB
easat-7048	105	5	29,102	29,102	NUM
easat-7048	105	6	words	word	NOUN
easat-7048	105	7	paytm	paytm	PROPN
easat-7048	105	8	india	india	PROPN
easat-7048	105	9	esg	esg	PROPN
easat-7048	105	10	disclosures	disclosure	NOUN
easat-7048	105	11	,	,	PUNCT
easat-7048	105	12	linkedin	linkedin	VERB
easat-7048	105	13	27,213	27,213	NUM
easat-7048	105	14	words	word	NOUN
easat-7048	105	15	3.2	3.2	NUM
easat-7048	105	16	.	.	PUNCT
easat-7048	106	1	text	text	NOUN
easat-7048	106	2	preprocessing	preprocessing	NOUN
easat-7048	106	3	and	and	CCONJ
easat-7048	106	4	linguistic	linguistic	ADJ
easat-7048	106	5	normalization	normalization	NOUN
easat-7048	106	6	to	to	PART
easat-7048	106	7	ensure	ensure	VERB
easat-7048	106	8	linguistic	linguistic	ADJ
easat-7048	106	9	consistency	consistency	NOUN
easat-7048	106	10	across	across	ADP
easat-7048	106	11	multilingual	multilingual	ADJ
easat-7048	106	12	esg	esg	PROPN
easat-7048	106	13	disclosures	disclosure	NOUN
easat-7048	107	1	,	,	PUNCT
easat-7048	107	2	we	we	PRON
easat-7048	107	3	applied	apply	VERB
easat-7048	107	4	a	a	DET
easat-7048	107	5	standardized	standardized	ADJ
easat-7048	107	6	preprocessing	preprocessing	NOUN
easat-7048	107	7	pipeline	pipeline	NOUN
easat-7048	107	8	.	.	PUNCT
easat-7048	108	1	the	the	DET
easat-7048	108	2	workflow	workflow	NOUN
easat-7048	108	3	began	begin	VERB
easat-7048	108	4	with	with	ADP
easat-7048	108	5	tokenization	tokenization	NOUN
easat-7048	108	6	and	and	CCONJ
easat-7048	108	7	sentence	sentence	NOUN
easat-7048	108	8	segmentation	segmentation	NOUN
easat-7048	108	9	using	use	VERB
easat-7048	108	10	spacy	spacy	PROPN
easat-7048	108	11	's	's	PART
easat-7048	108	12	language	language	NOUN
easat-7048	108	13	models	model	NOUN
easat-7048	108	14	,	,	PUNCT
easat-7048	108	15	which	which	PRON
easat-7048	108	16	preserved	preserve	VERB
easat-7048	108	17	document	document	NOUN
easat-7048	108	18	structure	structure	NOUN
easat-7048	108	19	while	while	SCONJ
easat-7048	108	20	splitting	split	VERB
easat-7048	108	21	text	text	NOUN
easat-7048	108	22	into	into	ADP
easat-7048	108	23	analyzable	analyzable	ADJ
easat-7048	108	24	units	unit	NOUN
easat-7048	108	25	.	.	PUNCT
easat-7048	109	1	for	for	ADP
easat-7048	109	2	normalization	normalization	NOUN
easat-7048	109	3	,	,	PUNCT
easat-7048	109	4	we	we	PRON
easat-7048	109	5	performed	perform	VERB
easat-7048	109	6	lowercasing	lowercase	VERB
easat-7048	109	7	and	and	CCONJ
easat-7048	109	8	lemmatization	lemmatization	VERB
easat-7048	109	9	to	to	PART
easat-7048	109	10	reduce	reduce	VERB
easat-7048	109	11	inflectional	inflectional	ADJ
easat-7048	109	12	variants	variant	NOUN
easat-7048	109	13	.	.	PUNCT
easat-7048	110	1	next	next	ADV
easat-7048	110	2	,	,	PUNCT
easat-7048	110	3	we	we	PRON
easat-7048	110	4	eliminated	eliminate	VERB
easat-7048	110	5	noise	noise	NOUN
easat-7048	110	6	through	through	ADP
easat-7048	110	7	stop	stop	NOUN
easat-7048	110	8	-	-	PUNCT
easat-7048	110	9	word	word	NOUN
easat-7048	110	10	removal	removal	NOUN
easat-7048	110	11	leveraging	leverage	VERB
easat-7048	110	12	the	the	DET
easat-7048	110	13	nltk	nltk	PROPN
easat-7048	110	14	stopword	stopword	PROPN
easat-7048	110	15	set	set	PROPN
easat-7048	110	16	,	,	PUNCT
easat-7048	110	17	while	while	SCONJ
easat-7048	110	18	retaining	retain	VERB
easat-7048	110	19	domain	domain	NOUN
easat-7048	110	20	-	-	PUNCT
easat-7048	110	21	relevant	relevant	ADJ
easat-7048	110	22	terms	term	NOUN
easat-7048	110	23	like	like	ADP
easat-7048	110	24	"	"	PUNCT
easat-7048	110	25	emissions	emission	NOUN
easat-7048	110	26	"	"	PUNCT
easat-7048	110	27	or	or	CCONJ
easat-7048	110	28	"	"	PUNCT
easat-7048	110	29	governance	governance	NOUN
easat-7048	110	30	.	.	PUNCT
easat-7048	110	31	"	"	PUNCT
easat-7048	111	1	to	to	PART
easat-7048	111	2	isolate	isolate	VERB
easat-7048	111	3	key	key	ADJ
easat-7048	111	4	entities	entity	NOUN
easat-7048	111	5	,	,	PUNCT
easat-7048	111	6	we	we	PRON
easat-7048	111	7	implemented	implement	VERB
easat-7048	111	8	named	name	VERB
easat-7048	111	9	entity	entity	NOUN
easat-7048	111	10	recognition	recognition	NOUN
easat-7048	111	11	(	(	PUNCT
easat-7048	111	12	ner	ner	NOUN
easat-7048	111	13	)	)	PUNCT
easat-7048	111	14	with	with	ADP
easat-7048	111	15	customized	customized	ADJ
easat-7048	111	16	spacy	spacy	PROPN
easat-7048	111	17	rules	rule	NOUN
easat-7048	111	18	to	to	PART
easat-7048	111	19	detect	detect	VERB
easat-7048	111	20	organizations	organization	NOUN
easat-7048	111	21	,	,	PUNCT
easat-7048	111	22	esg	esg	NOUN
easat-7048	111	23	terminology	terminology	NOUN
easat-7048	111	24	,	,	PUNCT
easat-7048	111	25	and	and	CCONJ
easat-7048	111	26	financial	financial	ADJ
easat-7048	111	27	references	reference	NOUN
easat-7048	111	28	.	.	PUNCT
easat-7048	112	1	for	for	ADP
easat-7048	112	2	non	non	ADJ
easat-7048	112	3	-	-	ADJ
easat-7048	112	4	english	english	ADJ
easat-7048	112	5	texts	text	NOUN
easat-7048	112	6	,	,	PUNCT
easat-7048	112	7	we	we	PRON
easat-7048	112	8	used	use	VERB
easat-7048	112	9	the	the	DET
easat-7048	112	10	deepl	deepl	PROPN
easat-7048	112	11	api	api	NOUN
easat-7048	112	12	for	for	ADP
easat-7048	112	13	translation	translation	NOUN
easat-7048	112	14	,	,	PUNCT
easat-7048	112	15	followed	follow	VERB
easat-7048	112	16	by	by	ADP
easat-7048	112	17	manual	manual	ADJ
easat-7048	112	18	validation	validation	NOUN
easat-7048	112	19	on	on	ADP
easat-7048	112	20	a	a	DET
easat-7048	112	21	5	5	NUM
easat-7048	112	22	%	%	NOUN
easat-7048	112	23	stratified	stratify	VERB
easat-7048	112	24	random	random	ADJ
easat-7048	112	25	sample	sample	NOUN
easat-7048	112	26	to	to	PART
easat-7048	112	27	ensure	ensure	VERB
easat-7048	112	28	semantic	semantic	ADJ
easat-7048	112	29	fidelity	fidelity	NOUN
easat-7048	112	30	.	.	PUNCT
easat-7048	113	1	this	this	DET
easat-7048	113	2	step	step	NOUN
easat-7048	113	3	confirmed	confirm	VERB
easat-7048	113	4	>	>	X
easat-7048	113	5	98	98	NUM
easat-7048	113	6	%	%	NOUN
easat-7048	113	7	accuracy	accuracy	NOUN
easat-7048	113	8	in	in	ADP
easat-7048	113	9	translated	translate	VERB
easat-7048	113	10	esg	esg	NOUN
easat-7048	113	11	-	-	PUNCT
easat-7048	113	12	specific	specific	ADJ
easat-7048	113	13	phrases	phrase	NOUN
easat-7048	113	14	.	.	PUNCT
easat-7048	114	1	the	the	DET
easat-7048	114	2	1015	1015	NUM
easat-7048	114	3	edelweiss	edelweiss	PROPN
easat-7048	114	4	applied	apply	VERB
easat-7048	114	5	science	science	NOUN
easat-7048	114	6	and	and	CCONJ
easat-7048	114	7	technology	technology	NOUN
easat-7048	114	8	issn	issn	PROPN
easat-7048	114	9	:	:	PUNCT
easat-7048	114	10	2576	2576	NUM
easat-7048	114	11	-	-	SYM
easat-7048	114	12	8484	8484	NUM
easat-7048	114	13	vol	vol	NOUN
easat-7048	114	14	.	.	PROPN
easat-7048	115	1	9	9	NUM
easat-7048	115	2	,	,	PUNCT
easat-7048	115	3	no	no	INTJ
easat-7048	115	4	.	.	NOUN
easat-7048	115	5	5	5	NUM
easat-7048	115	6	:	:	PUNCT
easat-7048	115	7	1010	1010	NUM
easat-7048	115	8	-	-	SYM
easat-7048	115	9	1020	1020	NUM
easat-7048	115	10	,	,	PUNCT
easat-7048	115	11	2025	2025	NUM
easat-7048	115	12	doi	doi	NOUN
easat-7048	115	13	:	:	PUNCT
easat-7048	115	14	10.55214/25768484.v9i5.7048	10.55214/25768484.v9i5.7048	PROPN
easat-7048	115	15	©	©	PROPN
easat-7048	115	16	2025	2025	NUM
easat-7048	115	17	by	by	ADP
easat-7048	115	18	the	the	DET
easat-7048	115	19	author	author	NOUN
easat-7048	115	20	;	;	PUNCT
easat-7048	115	21	licensee	licensee	PROPN
easat-7048	115	22	learning	learn	VERB
easat-7048	115	23	gate	gate	PROPN
easat-7048	115	24	pipeline	pipeline	PROPN
easat-7048	115	25	's	's	PART
easat-7048	115	26	modular	modular	ADJ
easat-7048	115	27	design	design	NOUN
easat-7048	115	28	allowed	allow	VERB
easat-7048	115	29	consistent	consistent	ADJ
easat-7048	115	30	feature	feature	NOUN
easat-7048	115	31	extraction	extraction	NOUN
easat-7048	115	32	for	for	ADP
easat-7048	115	33	downstream	downstream	ADJ
easat-7048	115	34	nlp	nlp	NOUN
easat-7048	115	35	tasks	task	NOUN
easat-7048	115	36	while	while	SCONJ
easat-7048	115	37	accommodating	accommodate	VERB
easat-7048	115	38	language	language	NOUN
easat-7048	115	39	-	-	PUNCT
easat-7048	115	40	specific	specific	ADJ
easat-7048	115	41	syntactic	syntactic	ADJ
easat-7048	115	42	nuances	nuance	NOUN
easat-7048	115	43	.	.	PUNCT
easat-7048	116	1	to	to	PART
easat-7048	116	2	enable	enable	VERB
easat-7048	116	3	cross	cross	ADJ
easat-7048	116	4	-	-	ADJ
easat-7048	116	5	lingual	lingual	ADJ
easat-7048	116	6	comparability	comparability	NOUN
easat-7048	116	7	,	,	PUNCT
easat-7048	116	8	we	we	PRON
easat-7048	116	9	adopted	adopt	VERB
easat-7048	116	10	byte	byte	NOUN
easat-7048	116	11	pair	pair	NOUN
easat-7048	116	12	encoding	encoding	NOUN
easat-7048	116	13	(	(	PUNCT
easat-7048	116	14	bpe	bpe	PROPN
easat-7048	116	15	)	)	PUNCT
easat-7048	116	16	tokenization	tokenization	NOUN
easat-7048	116	17	and	and	CCONJ
easat-7048	116	18	sentence	sentence	NOUN
easat-7048	116	19	-	-	PUNCT
easat-7048	116	20	level	level	NOUN
easat-7048	116	21	alignment	alignment	NOUN
easat-7048	116	22	metrics	metric	NOUN
easat-7048	116	23	.	.	PUNCT
easat-7048	117	1	the	the	DET
easat-7048	117	2	embedding	embed	VERB
easat-7048	117	3	representation	representation	NOUN
easat-7048	117	4	was	be	AUX
easat-7048	117	5	constructed	construct	VERB
easat-7048	117	6	via	via	ADP
easat-7048	117	7	sentence	sentence	NOUN
easat-7048	117	8	-	-	PUNCT
easat-7048	117	9	bert	bert	PROPN
easat-7048	117	10	(	(	PUNCT
easat-7048	117	11	distilroberta	distilroberta	NOUN
easat-7048	117	12	-	-	PUNCT
easat-7048	117	13	base	base	NOUN
easat-7048	117	14	-	-	PUNCT
easat-7048	117	15	v1	v1	NOUN
easat-7048	117	16	)	)	PUNCT
easat-7048	118	1	[	[	X
easat-7048	118	2	12	12	NUM
easat-7048	118	3	]	]	PUNCT
easat-7048	118	4	.	.	PUNCT
easat-7048	119	1	3.3	3.3	NUM
easat-7048	119	2	.	.	PUNCT
easat-7048	120	1	sentiment	sentiment	NOUN
easat-7048	120	2	analysis	analysis	NOUN
easat-7048	120	3	and	and	CCONJ
easat-7048	120	4	esg	esg	NOUN
easat-7048	120	5	polarity	polarity	NOUN
easat-7048	120	6	index	index	NOUN
easat-7048	120	7	to	to	PART
easat-7048	120	8	quantify	quantify	VERB
easat-7048	120	9	sentiment	sentiment	NOUN
easat-7048	120	10	orientation	orientation	NOUN
easat-7048	120	11	within	within	ADP
easat-7048	120	12	esg	esg	PROPN
easat-7048	120	13	discourse	discourse	NOUN
easat-7048	120	14	,	,	PUNCT
easat-7048	120	15	we	we	PRON
easat-7048	120	16	computed	compute	VERB
easat-7048	120	17	an	an	DET
easat-7048	120	18	esg	esg	NOUN
easat-7048	120	19	polarity	polarity	NOUN
easat-7048	120	20	score	score	NOUN
easat-7048	120	21	(	(	PUNCT
easat-7048	120	22	eps	eps	PROPN
easat-7048	120	23	)	)	PUNCT
easat-7048	120	24	based	base	VERB
easat-7048	120	25	on	on	ADP
easat-7048	120	26	a	a	DET
easat-7048	120	27	modified	modify	VERB
easat-7048	120	28	valence	valence	NOUN
easat-7048	120	29	-	-	PUNCT
easat-7048	120	30	shifting	shift	VERB
easat-7048	120	31	formula	formula	NOUN
easat-7048	120	32	(	(	PUNCT
easat-7048	120	33	1	1	X
easat-7048	120	34	)	)	PUNCT
easat-7048	120	35	adapted	adapt	VERB
easat-7048	120	36	from	from	ADP
easat-7048	120	37	lee	lee	PROPN
easat-7048	120	38	,	,	PUNCT
easat-7048	120	39	et	et	PROPN
easat-7048	120	40	al	al	PROPN
easat-7048	120	41	.	.	PUNCT
easat-7048	121	1	[	[	X
easat-7048	121	2	6	6	NUM
easat-7048	121	3	]	]	NOUN
easat-7048	121	4	:	:	PUNCT
easat-7048	121	5	𝐸𝑃𝑆𝑖	𝐸𝑃𝑆𝑖	PROPN
easat-7048	121	6	=	=	SYM
easat-7048	121	7	∑	∑	PUNCT
easat-7048	121	8	(	(	PUNCT
easat-7048	121	9	𝑆𝑡·𝑊𝑡)𝑡∈𝑇𝑖	𝑆𝑡·𝑊𝑡)𝑡∈𝑇𝑖	ADJ
easat-7048	121	10	|𝑇𝑖|	|𝑇𝑖|	PROPN
easat-7048	121	11	(	(	PUNCT
easat-7048	121	12	1	1	X
easat-7048	121	13	)	)	PUNCT
easat-7048	121	14	where	where	SCONJ
easat-7048	121	15	𝑇𝑖	𝑇𝑖	PROPN
easat-7048	121	16	is	be	AUX
easat-7048	121	17	the	the	DET
easat-7048	121	18	set	set	NOUN
easat-7048	121	19	of	of	ADP
easat-7048	121	20	esg	esg	PROPN
easat-7048	121	21	-	-	PUNCT
easat-7048	121	22	tagged	tag	VERB
easat-7048	121	23	tokens	token	NOUN
easat-7048	121	24	in	in	ADP
easat-7048	121	25	document	document	NOUN
easat-7048	121	26	i	i	PRON
easat-7048	121	27	;	;	PUNCT
easat-7048	121	28	𝑆𝑡	𝑆𝑡	PROPN
easat-7048	121	29	is	be	AUX
easat-7048	121	30	the	the	DET
easat-7048	121	31	sentiment	sentiment	NOUN
easat-7048	121	32	score	score	NOUN
easat-7048	121	33	of	of	ADP
easat-7048	121	34	token	token	ADJ
easat-7048	121	35	t	t	PROPN
easat-7048	121	36	using	use	VERB
easat-7048	121	37	vader	vader	NOUN
easat-7048	121	38	(	(	PUNCT
easat-7048	121	39	for	for	ADP
easat-7048	121	40	english	english	PROPN
easat-7048	121	41	)	)	PUNCT
easat-7048	121	42	and	and	CCONJ
easat-7048	121	43	snownlp	snownlp	NOUN
easat-7048	121	44	(	(	PUNCT
easat-7048	121	45	for	for	ADP
easat-7048	121	46	chinese	chinese	ADJ
easat-7048	121	47	)	)	PUNCT
easat-7048	121	48	;	;	PUNCT
easat-7048	121	49	𝑊𝑡	𝑊𝑡	PROPN
easat-7048	121	50	is	be	AUX
easat-7048	121	51	the	the	DET
easat-7048	121	52	esg	esg	NOUN
easat-7048	121	53	weight	weight	NOUN
easat-7048	121	54	,	,	PUNCT
easat-7048	121	55	empirically	empirically	ADV
easat-7048	121	56	assigned	assign	VERB
easat-7048	121	57	based	base	VERB
easat-7048	121	58	on	on	ADP
easat-7048	121	59	frequency	frequency	NOUN
easat-7048	121	60	and	and	CCONJ
easat-7048	121	61	domain	domain	NOUN
easat-7048	121	62	significance	significance	NOUN
easat-7048	121	63	(	(	PUNCT
easat-7048	121	64	e.g.	e.g.	ADV
easat-7048	121	65	,	,	PUNCT
easat-7048	121	66	"	"	PUNCT
easat-7048	121	67	net	net	ADJ
easat-7048	121	68	zero	zero	NUM
easat-7048	121	69	"	"	PUNCT
easat-7048	121	70	=	=	NUM
easat-7048	121	71	1.2	1.2	NUM
easat-7048	121	72	,	,	PUNCT
easat-7048	121	73	"	"	PUNCT
easat-7048	121	74	carbon	carbon	NOUN
easat-7048	121	75	-	-	PUNCT
easat-7048	121	76	neutral	neutral	ADJ
easat-7048	121	77	"	"	PUNCT
easat-7048	121	78	=	=	NUM
easat-7048	121	79	1.5	1.5	NUM
easat-7048	121	80	,	,	PUNCT
easat-7048	121	81	"	"	PUNCT
easat-7048	121	82	governance	governance	NOUN
easat-7048	121	83	"	"	PUNCT
easat-7048	121	84	=	=	NOUN
easat-7048	121	85	1.0	1.0	NUM
easat-7048	121	86	)	)	PUNCT
easat-7048	121	87	.	.	PUNCT
easat-7048	122	1	the	the	DET
easat-7048	122	2	eps	eps	PROPN
easat-7048	122	3	ranged	range	VERB
easat-7048	122	4	from	from	ADP
easat-7048	122	5	-1	-1	PUNCT
easat-7048	122	6	(	(	PUNCT
easat-7048	122	7	strongly	strongly	ADV
easat-7048	122	8	negative	negative	ADJ
easat-7048	122	9	)	)	PUNCT
easat-7048	122	10	to	to	ADP
easat-7048	122	11	+1	+1	PRON
easat-7048	122	12	(	(	PUNCT
easat-7048	122	13	strongly	strongly	ADV
easat-7048	122	14	positive	positive	ADJ
easat-7048	122	15	)	)	PUNCT
easat-7048	122	16	,	,	PUNCT
easat-7048	122	17	with	with	ADP
easat-7048	122	18	0	0	NUM
easat-7048	122	19	as	as	ADP
easat-7048	122	20	a	a	DET
easat-7048	122	21	neutral	neutral	ADJ
easat-7048	122	22	baseline	baseline	NOUN
easat-7048	122	23	.	.	PUNCT
easat-7048	123	1	a	a	DET
easat-7048	123	2	histogram	histogram	NOUN
easat-7048	123	3	distribution	distribution	NOUN
easat-7048	123	4	of	of	ADP
easat-7048	123	5	eps	eps	PROPN
easat-7048	123	6	by	by	ADP
easat-7048	123	7	company	company	NOUN
easat-7048	123	8	is	be	AUX
easat-7048	123	9	shown	show	VERB
easat-7048	123	10	in	in	ADP
easat-7048	123	11	figure	figure	NOUN
easat-7048	123	12	2	2	NUM
easat-7048	123	13	.	.	PUNCT
easat-7048	124	1	the	the	DET
easat-7048	124	2	basis	basis	NOUN
easat-7048	124	3	is	be	AUX
easat-7048	124	4	shown	show	VERB
easat-7048	124	5	in	in	ADP
easat-7048	124	6	table	table	NOUN
easat-7048	124	7	2	2	NUM
easat-7048	124	8	.	.	PUNCT
easat-7048	124	9	figure	figure	NOUN
easat-7048	124	10	2	2	NUM
easat-7048	124	11	.	.	PUNCT
easat-7048	124	12	distribution	distribution	NOUN
easat-7048	124	13	of	of	ADP
easat-7048	124	14	esg	esg	PROPN
easat-7048	124	15	polarity	polarity	NOUN
easat-7048	124	16	scores	score	NOUN
easat-7048	124	17	across	across	ADP
easat-7048	124	18	fintech	fintech	NOUN
easat-7048	124	19	firms	firm	NOUN
easat-7048	124	20	.	.	PUNCT
easat-7048	125	1	table	table	NOUN
easat-7048	125	2	2	2	NUM
easat-7048	125	3	.	.	X
easat-7048	126	1	eps	eps	PROPN
easat-7048	126	2	comparison	comparison	NOUN
easat-7048	126	3	of	of	ADP
easat-7048	126	4	fintech	fintech	NOUN
easat-7048	126	5	companies	company	NOUN
easat-7048	126	6	in	in	ADP
easat-7048	126	7	q4	q4	PROPN
easat-7048	126	8	2024	2024	NUM
easat-7048	126	9	.	.	PUNCT
easat-7048	127	1	company	company	NOUN
easat-7048	127	2	exchange	exchange	NOUN
easat-7048	127	3	/	/	SYM
easat-7048	127	4	code	code	NOUN
easat-7048	127	5	reporting	reporting	NOUN
easat-7048	127	6	quarter	quarter	NOUN
easat-7048	127	7	eps	eps	PROPN
easat-7048	127	8	(	(	PUNCT
easat-7048	127	9	unit	unit	NOUN
easat-7048	127	10	)	)	PUNCT
easat-7048	127	11	data	datum	NOUN
easat-7048	127	12	source	source	NOUN
easat-7048	127	13	and	and	CCONJ
easat-7048	127	14	remarks	remark	VERB
easat-7048	127	15	paypal	paypal	PROPN
easat-7048	127	16	nasdaq	nasdaq	PROPN
easat-7048	127	17	:	:	PUNCT
easat-7048	127	18	pypl	pypl	PROPN
easat-7048	127	19	q4	q4	PROPN
easat-7048	127	20	2024	2024	NUM
easat-7048	127	21	$	$	SYM
easat-7048	127	22	1.11	1.11	NUM
easat-7048	127	23	gaap	gaap	PROPN
easat-7048	127	24	eps	eps	PROPN
easat-7048	127	25	;	;	PUNCT
easat-7048	127	26	higher	high	ADJ
easat-7048	127	27	than	than	SCONJ
easat-7048	127	28	expected	expect	VERB
easat-7048	127	29	,	,	PUNCT
easat-7048	127	30	see	see	VERB
easat-7048	127	31	reuters	reuters	PROPN
easat-7048	127	32	report	report	PROPN
easat-7048	127	33	robinhood	robinhood	PROPN
easat-7048	127	34	nasdaq	nasdaq	PROPN
easat-7048	127	35	:	:	PUNCT
easat-7048	127	36	hood	hood	PROPN
easat-7048	127	37	q4	q4	PROPN
easat-7048	127	38	2024	2024	NUM
easat-7048	127	39	$	$	SYM
easat-7048	127	40	1.01	1.01	NUM
easat-7048	127	41	including	include	VERB
easat-7048	127	42	pre	pre	VERB
easat-7048	127	43	tax	tax	NOUN
easat-7048	127	44	deferred	defer	VERB
easat-7048	127	45	tax	tax	NOUN
easat-7048	127	46	benefits	benefit	NOUN
easat-7048	127	47	;	;	PUNCT
easat-7048	127	48	significantly	significantly	ADV
easat-7048	127	49	exceeds	exceed	VERB
easat-7048	127	50	estimates	estimate	NOUN
easat-7048	127	51	upstart	upstart	ADJ
easat-7048	127	52	nasdaq	nasdaq	PROPN
easat-7048	127	53	:	:	PUNCT
easat-7048	127	54	upst	upst	PROPN
easat-7048	127	55	q4	q4	PROPN
easat-7048	127	56	2024	2024	NUM
easat-7048	127	57	$	$	SYM
easat-7048	127	58	0.26	0.26	NUM
easat-7048	127	59	adjusted	adjust	VERB
easat-7048	127	60	eps	ep	NOUN
easat-7048	127	61	;	;	PUNCT
easat-7048	127	62	far	far	ADV
easat-7048	127	63	exceeds	exceed	VERB
easat-7048	127	64	the	the	DET
easat-7048	127	65	market	market	NOUN
easat-7048	127	66	estimate	estimate	NOUN
easat-7048	127	67	of	of	ADP
easat-7048	127	68	-$0.03	-$0.03	PROPN
easat-7048	127	69	3.4	3.4	NUM
easat-7048	127	70	.	.	PUNCT
easat-7048	128	1	thematic	thematic	ADJ
easat-7048	128	2	topic	topic	NOUN
easat-7048	128	3	modeling	modeling	NOUN
easat-7048	128	4	we	we	PRON
easat-7048	128	5	implemented	implement	VERB
easat-7048	128	6	topic	topic	NOUN
easat-7048	128	7	modeling	modeling	NOUN
easat-7048	128	8	using	use	VERB
easat-7048	128	9	latent	latent	ADJ
easat-7048	128	10	dirichlet	dirichlet	PROPN
easat-7048	128	11	allocation	allocation	NOUN
easat-7048	128	12	(	(	PUNCT
easat-7048	128	13	lda	lda	PROPN
easat-7048	128	14	)	)	PUNCT
easat-7048	128	15	and	and	CCONJ
easat-7048	128	16	bertopic	bertopic	NOUN
easat-7048	128	17	to	to	PART
easat-7048	128	18	extract	extract	VERB
easat-7048	128	19	thematic	thematic	ADJ
easat-7048	128	20	structures	structure	NOUN
easat-7048	128	21	from	from	ADP
easat-7048	128	22	esg	esg	NOUN
easat-7048	128	23	texts	text	NOUN
easat-7048	128	24	.	.	PUNCT
easat-7048	129	1	the	the	DET
easat-7048	129	2	lda	lda	PROPN
easat-7048	129	3	model	model	NOUN
easat-7048	129	4	was	be	AUX
easat-7048	129	5	optimized	optimize	VERB
easat-7048	129	6	via	via	ADP
easat-7048	129	7	coherence	coherence	NOUN
easat-7048	129	8	score	score	NOUN
easat-7048	129	9	(	(	PUNCT
easat-7048	129	10	cv	cv	PROPN
easat-7048	129	11	)	)	PUNCT
easat-7048	129	12	,	,	PUNCT
easat-7048	129	13	yielding	yield	VERB
easat-7048	129	14	an	an	DET
easat-7048	129	15	optimal	optimal	ADJ
easat-7048	129	16	topic	topic	NOUN
easat-7048	129	17	count	count	NOUN
easat-7048	129	18	k=6	k=6	X
easat-7048	129	19	.	.	PUNCT
easat-7048	130	1	bertopic	bertopic	PROPN
easat-7048	130	2	incorporated	incorporate	VERB
easat-7048	130	3	contextual	contextual	ADJ
easat-7048	130	4	embeddings	embedding	NOUN
easat-7048	130	5	from	from	ADP
easat-7048	130	6	the	the	DET
easat-7048	130	7	previously	previously	ADV
easat-7048	130	8	trained	train	VERB
easat-7048	130	9	sentence	sentence	NOUN
easat-7048	130	10	-	-	PUNCT
easat-7048	130	11	bert	bert	NOUN
easat-7048	130	12	model	model	NOUN
easat-7048	130	13	and	and	CCONJ
easat-7048	130	14	a	a	DET
easat-7048	130	15	hdbscan	hdbscan	NOUN
easat-7048	130	16	clustering	cluster	VERB
easat-7048	130	17	layer	layer	NOUN
easat-7048	130	18	to	to	PART
easat-7048	130	19	improve	improve	VERB
easat-7048	130	20	semantic	semantic	ADJ
easat-7048	130	21	consistency	consistency	NOUN
easat-7048	130	22	.	.	PUNCT
easat-7048	131	1	each	each	DET
easat-7048	131	2	topic	topic	NOUN
easat-7048	131	3	was	be	AUX
easat-7048	131	4	assigned	assign	VERB
easat-7048	131	5	to	to	ADP
easat-7048	131	6	one	one	NUM
easat-7048	131	7	or	or	CCONJ
easat-7048	131	8	more	more	ADJ
easat-7048	131	9	esg	esg	NOUN
easat-7048	131	10	dimensions	dimension	NOUN
easat-7048	131	11	based	base	VERB
easat-7048	131	12	on	on	ADP
easat-7048	131	13	its	its	PRON
easat-7048	131	14	top	top	ADJ
easat-7048	131	15	keywords	keyword	NOUN
easat-7048	131	16	and	and	CCONJ
easat-7048	131	17	semantic	semantic	ADJ
easat-7048	131	18	coherence	coherence	NOUN
easat-7048	131	19	.	.	PUNCT
easat-7048	132	1	for	for	ADP
easat-7048	132	2	instance	instance	NOUN
easat-7048	132	3	,	,	PUNCT
easat-7048	132	4	topic	topic	NOUN
easat-7048	132	5	3	3	NUM
easat-7048	132	6	was	be	AUX
easat-7048	132	7	tagged	tag	VERB
easat-7048	132	8	as	as	ADP
easat-7048	132	9	social	social	ADJ
easat-7048	132	10	;	;	PUNCT
easat-7048	132	11	topic	topic	NOUN
easat-7048	132	12	5	5	NUM
easat-7048	132	13	was	be	AUX
easat-7048	132	14	tagged	tag	VERB
easat-7048	132	15	as	as	ADP
easat-7048	132	16	environmental	environmental	ADJ
easat-7048	132	17	.	.	PUNCT
easat-7048	133	1	1016	1016	NUM
easat-7048	133	2	edelweiss	edelweiss	PROPN
easat-7048	133	3	applied	apply	VERB
easat-7048	133	4	science	science	NOUN
easat-7048	133	5	and	and	CCONJ
easat-7048	133	6	technology	technology	NOUN
easat-7048	133	7	issn	issn	PROPN
easat-7048	133	8	:	:	PUNCT
easat-7048	133	9	2576	2576	NUM
easat-7048	133	10	-	-	SYM
easat-7048	133	11	8484	8484	NUM
easat-7048	133	12	vol	vol	NOUN
easat-7048	133	13	.	.	PROPN
easat-7048	134	1	9	9	NUM
easat-7048	134	2	,	,	PUNCT
easat-7048	134	3	no	no	INTJ
easat-7048	134	4	.	.	NOUN
easat-7048	134	5	5	5	NUM
easat-7048	134	6	:	:	PUNCT
easat-7048	134	7	1010	1010	NUM
easat-7048	134	8	-	-	SYM
easat-7048	134	9	1020	1020	NUM
easat-7048	134	10	,	,	PUNCT
easat-7048	134	11	2025	2025	NUM
easat-7048	134	12	doi	doi	NOUN
easat-7048	134	13	:	:	PUNCT
easat-7048	134	14	10.55214/25768484.v9i5.7048	10.55214/25768484.v9i5.7048	PROPN
easat-7048	134	15	©	©	PROPN
easat-7048	134	16	2025	2025	NUM
easat-7048	134	17	by	by	ADP
easat-7048	134	18	the	the	DET
easat-7048	134	19	author	author	NOUN
easat-7048	134	20	;	;	PUNCT
easat-7048	134	21	licensee	licensee	PROPN
easat-7048	134	22	learning	learning	NOUN
easat-7048	134	23	gate	gate	NOUN
easat-7048	134	24	3.5	3.5	NUM
easat-7048	134	25	.	.	PUNCT
easat-7048	135	1	discourse	discourse	NOUN
easat-7048	135	2	pattern	pattern	NOUN
easat-7048	135	3	classification	classification	NOUN
easat-7048	135	4	to	to	PART
easat-7048	135	5	detect	detect	VERB
easat-7048	135	6	cross	cross	ADJ
easat-7048	135	7	-	-	ADJ
easat-7048	135	8	company	company	ADJ
easat-7048	135	9	patterns	pattern	NOUN
easat-7048	135	10	,	,	PUNCT
easat-7048	135	11	we	we	PRON
easat-7048	135	12	defined	define	VERB
easat-7048	135	13	two	two	NUM
easat-7048	135	14	indices	index	NOUN
easat-7048	135	15	:	:	PUNCT
easat-7048	135	16	the	the	DET
easat-7048	135	17	narrative	narrative	ADJ
easat-7048	135	18	concreteness	concreteness	NOUN
easat-7048	135	19	index	index	NOUN
easat-7048	135	20	(	(	PUNCT
easat-7048	135	21	nci	nci	PROPN
easat-7048	135	22	)	)	PUNCT
easat-7048	135	23	and	and	CCONJ
easat-7048	135	24	the	the	DET
easat-7048	135	25	strategic	strategic	ADJ
easat-7048	135	26	alignment	alignment	NOUN
easat-7048	135	27	score	score	NOUN
easat-7048	135	28	(	(	PUNCT
easat-7048	135	29	sas	sas	PROPN
easat-7048	135	30	)	)	PUNCT
easat-7048	135	31	.	.	PUNCT
easat-7048	136	1	the	the	DET
easat-7048	136	2	narrative	narrative	ADJ
easat-7048	136	3	concreteness	concreteness	NOUN
easat-7048	136	4	index	index	NOUN
easat-7048	136	5	quantifies	quantify	VERB
easat-7048	136	6	the	the	DET
easat-7048	136	7	specificity	specificity	NOUN
easat-7048	136	8	of	of	ADP
easat-7048	136	9	corporate	corporate	ADJ
easat-7048	136	10	disclosures	disclosure	NOUN
easat-7048	136	11	by	by	ADP
easat-7048	136	12	measuring	measure	VERB
easat-7048	136	13	the	the	DET
easat-7048	136	14	ratio	ratio	NOUN
easat-7048	136	15	of	of	ADP
easat-7048	136	16	concrete	concrete	ADJ
easat-7048	136	17	nouns	noun	NOUN
easat-7048	136	18	to	to	ADP
easat-7048	136	19	abstract	abstract	ADJ
easat-7048	136	20	esg	esg	PROPN
easat-7048	136	21	-	-	PUNCT
easat-7048	136	22	related	relate	VERB
easat-7048	136	23	keywords	keyword	NOUN
easat-7048	136	24	.	.	PUNCT
easat-7048	137	1	this	this	DET
easat-7048	137	2	metric	metric	NOUN
easat-7048	137	3	is	be	AUX
easat-7048	137	4	derived	derive	VERB
easat-7048	137	5	using	use	VERB
easat-7048	137	6	part	part	NOUN
easat-7048	137	7	-	-	PUNCT
easat-7048	137	8	ofspeech	ofspeech	ADJ
easat-7048	137	9	(	(	PUNCT
easat-7048	137	10	pos	pos	NOUN
easat-7048	137	11	)	)	PUNCT
easat-7048	137	12	tagging	tag	VERB
easat-7048	137	13	to	to	PART
easat-7048	137	14	distinguish	distinguish	VERB
easat-7048	137	15	between	between	ADP
easat-7048	137	16	tangible	tangible	ADJ
easat-7048	137	17	and	and	CCONJ
easat-7048	137	18	intangible	intangible	ADJ
easat-7048	137	19	terms	term	NOUN
easat-7048	137	20	in	in	ADP
easat-7048	137	21	corporate	corporate	ADJ
easat-7048	137	22	communications	communication	NOUN
easat-7048	137	23	.	.	PUNCT
easat-7048	138	1	the	the	DET
easat-7048	138	2	strategic	strategic	ADJ
easat-7048	138	3	alignment	alignment	NOUN
easat-7048	138	4	score	score	NOUN
easat-7048	138	5	evaluates	evaluate	VERB
easat-7048	138	6	how	how	SCONJ
easat-7048	138	7	closely	closely	ADV
easat-7048	138	8	a	a	DET
easat-7048	138	9	company	company	NOUN
easat-7048	138	10	's	's	PART
easat-7048	138	11	disclosures	disclosure	NOUN
easat-7048	138	12	align	align	VERB
easat-7048	138	13	with	with	ADP
easat-7048	138	14	the	the	DET
easat-7048	138	15	united	united	PROPN
easat-7048	138	16	nations	nations	PROPN
easat-7048	138	17	sustainable	sustainable	ADJ
easat-7048	138	18	development	development	NOUN
easat-7048	138	19	goals	goal	NOUN
easat-7048	138	20	(	(	PUNCT
easat-7048	138	21	sdgs	sdgs	ADJ
easat-7048	138	22	)	)	PUNCT
easat-7048	138	23	.	.	PUNCT
easat-7048	139	1	it	it	PRON
easat-7048	139	2	is	be	AUX
easat-7048	139	3	calculated	calculate	VERB
easat-7048	139	4	as	as	ADP
easat-7048	139	5	formula	formula	NOUN
easat-7048	139	6	(	(	PUNCT
easat-7048	139	7	2	2	NUM
easat-7048	139	8	):	):	PUNCT
easat-7048	139	9	𝑆𝐴𝑆𝑖	𝑆𝐴𝑆𝑖	PROPN
easat-7048	139	10	=	=	SYM
easat-7048	139	11	|𝐾𝑖∩𝑆𝐷𝐺|	|𝐾𝑖∩𝑆𝐷𝐺|	X
easat-7048	139	12	|𝑆𝐷𝐺|	|𝑆𝐷𝐺|	PROPN
easat-7048	139	13	(	(	PUNCT
easat-7048	139	14	2	2	NUM
easat-7048	139	15	)	)	PUNCT
easat-7048	139	16	where	where	SCONJ
easat-7048	139	17	𝐾𝑖	𝐾𝑖	PROPN
easat-7048	139	18	is	be	AUX
easat-7048	139	19	the	the	DET
easat-7048	139	20	set	set	NOUN
easat-7048	139	21	of	of	ADP
easat-7048	139	22	unique	unique	ADJ
easat-7048	139	23	keywords	keyword	NOUN
easat-7048	139	24	in	in	ADP
easat-7048	139	25	document	document	NOUN
easat-7048	139	26	i	i	PRON
easat-7048	139	27	,	,	PUNCT
easat-7048	139	28	and	and	CCONJ
easat-7048	139	29	sdg	sdg	NOUN
easat-7048	139	30	is	be	AUX
easat-7048	139	31	a	a	DET
easat-7048	139	32	curated	curate	VERB
easat-7048	139	33	dictionary	dictionary	NOUN
easat-7048	139	34	of	of	ADP
easat-7048	139	35	125	125	NUM
easat-7048	139	36	un	un	PROPN
easat-7048	139	37	sustainability	sustainability	NOUN
easat-7048	139	38	-	-	PUNCT
easat-7048	139	39	related	relate	VERB
easat-7048	139	40	terms	term	NOUN
easat-7048	139	41	[	[	X
easat-7048	139	42	10	10	NUM
easat-7048	139	43	]	]	PUNCT
easat-7048	139	44	.	.	PUNCT
easat-7048	140	1	this	this	DET
easat-7048	140	2	methodology	methodology	NOUN
easat-7048	140	3	allows	allow	VERB
easat-7048	140	4	for	for	ADP
easat-7048	140	5	scalable	scalable	ADJ
easat-7048	140	6	,	,	PUNCT
easat-7048	140	7	replicable	replicable	ADJ
easat-7048	140	8	,	,	PUNCT
easat-7048	140	9	and	and	CCONJ
easat-7048	140	10	semantically	semantically	ADV
easat-7048	140	11	enriched	enrich	VERB
easat-7048	140	12	cross	cross	ADJ
easat-7048	140	13	-	-	ADJ
easat-7048	140	14	firm	firm	ADJ
easat-7048	140	15	comparison	comparison	NOUN
easat-7048	140	16	of	of	ADP
easat-7048	140	17	esg	esg	NOUN
easat-7048	140	18	communication	communication	NOUN
easat-7048	140	19	patterns	pattern	NOUN
easat-7048	140	20	within	within	ADP
easat-7048	140	21	the	the	DET
easat-7048	140	22	fintech	fintech	NOUN
easat-7048	140	23	sector	sector	NOUN
easat-7048	140	24	.	.	PUNCT
easat-7048	141	1	it	it	PRON
easat-7048	141	2	is	be	AUX
easat-7048	141	3	particularly	particularly	ADV
easat-7048	141	4	suitable	suitable	ADJ
easat-7048	141	5	for	for	ADP
easat-7048	141	6	identifying	identify	VERB
easat-7048	141	7	both	both	CCONJ
easat-7048	141	8	discursive	discursive	ADJ
easat-7048	141	9	divergence	divergence	NOUN
easat-7048	141	10	and	and	CCONJ
easat-7048	141	11	convergence	convergence	NOUN
easat-7048	141	12	.	.	PUNCT
easat-7048	142	1	in	in	ADP
easat-7048	142	2	subsequent	subsequent	ADJ
easat-7048	142	3	sections	section	NOUN
easat-7048	142	4	,	,	PUNCT
easat-7048	142	5	we	we	PRON
easat-7048	142	6	present	present	VERB
easat-7048	142	7	the	the	DET
easat-7048	142	8	results	result	NOUN
easat-7048	142	9	of	of	ADP
easat-7048	142	10	applying	apply	VERB
easat-7048	142	11	this	this	DET
easat-7048	142	12	methodology	methodology	NOUN
easat-7048	142	13	,	,	PUNCT
easat-7048	142	14	including	include	VERB
easat-7048	142	15	cross	cross	ADJ
easat-7048	142	16	-	-	ADJ
easat-7048	142	17	company	company	ADJ
easat-7048	142	18	comparisons	comparison	NOUN
easat-7048	142	19	,	,	PUNCT
easat-7048	142	20	sentiment	sentiment	NOUN
easat-7048	142	21	analysis	analysis	NOUN
easat-7048	142	22	,	,	PUNCT
easat-7048	142	23	and	and	CCONJ
easat-7048	142	24	thematic	thematic	ADJ
easat-7048	142	25	discourse	discourse	NOUN
easat-7048	142	26	clustering	clustering	NOUN
easat-7048	142	27	.	.	PUNCT
easat-7048	143	1	4	4	X
easat-7048	143	2	.	.	X
easat-7048	143	3	experiments	experiment	NOUN
easat-7048	143	4	and	and	CCONJ
easat-7048	143	5	results	result	NOUN
easat-7048	143	6	this	this	DET
easat-7048	143	7	section	section	NOUN
easat-7048	143	8	delineates	delineate	VERB
easat-7048	143	9	the	the	DET
easat-7048	143	10	empirical	empirical	ADJ
easat-7048	143	11	findings	finding	NOUN
easat-7048	143	12	derived	derive	VERB
easat-7048	143	13	from	from	ADP
easat-7048	143	14	the	the	DET
easat-7048	143	15	methodologies	methodology	NOUN
easat-7048	143	16	previously	previously	ADV
easat-7048	143	17	outlined	outline	VERB
easat-7048	143	18	,	,	PUNCT
easat-7048	143	19	encompassing	encompass	VERB
easat-7048	143	20	sentiment	sentiment	NOUN
easat-7048	143	21	analysis	analysis	NOUN
easat-7048	143	22	,	,	PUNCT
easat-7048	143	23	thematic	thematic	ADJ
easat-7048	143	24	topic	topic	NOUN
easat-7048	143	25	modeling	modeling	NOUN
easat-7048	143	26	,	,	PUNCT
easat-7048	143	27	and	and	CCONJ
easat-7048	143	28	discourse	discourse	NOUN
easat-7048	143	29	pattern	pattern	NOUN
easat-7048	143	30	classification	classification	NOUN
easat-7048	143	31	across	across	ADP
easat-7048	143	32	selected	select	VERB
easat-7048	143	33	fintech	fintech	NOUN
easat-7048	143	34	companies	company	NOUN
easat-7048	143	35	.	.	PUNCT
easat-7048	144	1	4.1	4.1	NUM
easat-7048	144	2	.	.	PUNCT
easat-7048	144	3	sentiment	sentiment	NOUN
easat-7048	144	4	analysis	analysis	NOUN
easat-7048	144	5	of	of	ADP
easat-7048	144	6	esg	esg	NOUN
easat-7048	144	7	communications	communication	NOUN
easat-7048	144	8	we	we	PRON
easat-7048	144	9	employed	employ	VERB
easat-7048	144	10	the	the	DET
easat-7048	144	11	esg	esg	NOUN
easat-7048	144	12	polarity	polarity	NOUN
easat-7048	144	13	score	score	NOUN
easat-7048	144	14	to	to	PART
easat-7048	144	15	quantify	quantify	VERB
easat-7048	144	16	the	the	DET
easat-7048	144	17	sentiment	sentiment	NOUN
easat-7048	144	18	orientation	orientation	NOUN
easat-7048	144	19	of	of	ADP
easat-7048	144	20	esg	esg	PROPN
easat-7048	144	21	-	-	PUNCT
easat-7048	144	22	related	relate	VERB
easat-7048	144	23	communications	communication	NOUN
easat-7048	144	24	for	for	ADP
easat-7048	144	25	each	each	DET
easat-7048	144	26	company	company	NOUN
easat-7048	144	27	.	.	PUNCT
easat-7048	145	1	the	the	DET
easat-7048	145	2	eps	eps	PROPN
easat-7048	145	3	ranges	range	NOUN
easat-7048	145	4	from	from	ADP
easat-7048	145	5	-1	-1	PUNCT
easat-7048	145	6	(	(	PUNCT
easat-7048	145	7	strongly	strongly	ADV
easat-7048	145	8	negative	negative	ADJ
easat-7048	145	9	)	)	PUNCT
easat-7048	145	10	to	to	ADP
easat-7048	145	11	+1	+1	PRON
easat-7048	145	12	(	(	PUNCT
easat-7048	145	13	strongly	strongly	ADV
easat-7048	145	14	positive	positive	ADJ
easat-7048	145	15	)	)	PUNCT
easat-7048	145	16	.	.	PUNCT
easat-7048	146	1	for	for	ADP
easat-7048	146	2	english	english	ADJ
easat-7048	146	3	-	-	PUNCT
easat-7048	146	4	language	language	NOUN
easat-7048	146	5	texts	text	NOUN
easat-7048	146	6	,	,	PUNCT
easat-7048	146	7	we	we	PRON
easat-7048	146	8	utilized	utilize	VERB
easat-7048	146	9	the	the	DET
easat-7048	146	10	vader	vader	NOUN
easat-7048	146	11	sentiment	sentiment	NOUN
easat-7048	146	12	analysis	analysis	NOUN
easat-7048	146	13	tool	tool	NOUN
easat-7048	146	14	,	,	PUNCT
easat-7048	146	15	while	while	SCONJ
easat-7048	146	16	chineselanguage	chineselanguage	NOUN
easat-7048	146	17	texts	text	NOUN
easat-7048	146	18	were	be	AUX
easat-7048	146	19	analyzed	analyze	VERB
easat-7048	146	20	using	use	VERB
easat-7048	146	21	snownlp	snownlp	NOUN
easat-7048	146	22	.	.	PUNCT
easat-7048	147	1	the	the	DET
easat-7048	147	2	eps	eps	PROPN
easat-7048	147	3	for	for	ADP
easat-7048	147	4	each	each	DET
easat-7048	147	5	company	company	NOUN
easat-7048	147	6	is	be	AUX
easat-7048	147	7	summarized	summarize	VERB
easat-7048	147	8	in	in	ADP
easat-7048	147	9	table	table	NOUN
easat-7048	147	10	3	3	NUM
easat-7048	147	11	.	.	PUNCT
easat-7048	147	12	table	table	NOUN
easat-7048	147	13	3	3	NUM
easat-7048	147	14	.	.	PUNCT
easat-7048	148	1	esg	esg	NOUN
easat-7048	148	2	polarity	polarity	NOUN
easat-7048	148	3	scores	score	NOUN
easat-7048	148	4	by	by	ADP
easat-7048	148	5	company	company	NOUN
easat-7048	148	6	.	.	PUNCT
easat-7048	149	1	company	company	PROPN
easat-7048	149	2	eps	eps	PROPN
easat-7048	149	3	ant	ant	PROPN
easat-7048	149	4	group	group	PROPN
easat-7048	149	5	0.68	0.68	NUM
easat-7048	149	6	stripe	stripe	NOUN
easat-7048	149	7	0.75	0.75	NUM
easat-7048	149	8	square	square	ADJ
easat-7048	149	9	(	(	PUNCT
easat-7048	149	10	block	block	PROPN
easat-7048	149	11	inc	inc	PROPN
easat-7048	149	12	.	.	PUNCT
easat-7048	149	13	)	)	PUNCT
easat-7048	150	1	0.70	0.70	NUM
easat-7048	150	2	robinhood	robinhood	NOUN
easat-7048	150	3	0.60	0.60	NUM
easat-7048	150	4	adyen	adyen	NOUN
easat-7048	150	5	0.72	0.72	NUM
easat-7048	150	6	paytm	paytm	NOUN
easat-7048	150	7	0.63	0.63	NUM
easat-7048	150	8	note	note	NOUN
easat-7048	150	9	:	:	PUNCT
easat-7048	150	10	eps	ep	NOUN
easat-7048	150	11	calculated	calculate	VERB
easat-7048	150	12	using	use	VERB
easat-7048	150	13	vader	vader	NOUN
easat-7048	150	14	for	for	ADP
easat-7048	150	15	english	english	ADJ
easat-7048	150	16	texts	text	NOUN
easat-7048	150	17	and	and	CCONJ
easat-7048	150	18	snownlp	snownlp	NOUN
easat-7048	150	19	for	for	ADP
easat-7048	150	20	chinese	chinese	ADJ
easat-7048	150	21	texts	text	NOUN
easat-7048	150	22	.	.	PUNCT
easat-7048	151	1	the	the	DET
easat-7048	151	2	results	result	NOUN
easat-7048	151	3	indicate	indicate	VERB
easat-7048	151	4	a	a	DET
easat-7048	151	5	generally	generally	ADV
easat-7048	151	6	positive	positive	ADJ
easat-7048	151	7	sentiment	sentiment	NOUN
easat-7048	151	8	across	across	ADP
easat-7048	151	9	all	all	DET
easat-7048	151	10	companies	company	NOUN
easat-7048	151	11	,	,	PUNCT
easat-7048	151	12	with	with	ADP
easat-7048	151	13	stripe	stripe	NOUN
easat-7048	151	14	and	and	CCONJ
easat-7048	151	15	adyen	adyen	NOUN
easat-7048	151	16	exhibiting	exhibit	VERB
easat-7048	151	17	the	the	DET
easat-7048	151	18	highest	high	ADJ
easat-7048	151	19	eps	eps	NOUN
easat-7048	151	20	values	value	NOUN
easat-7048	151	21	,	,	PUNCT
easat-7048	151	22	suggesting	suggest	VERB
easat-7048	151	23	a	a	DET
easat-7048	151	24	strong	strong	ADJ
easat-7048	151	25	positive	positive	ADJ
easat-7048	151	26	orientation	orientation	NOUN
easat-7048	151	27	in	in	ADP
easat-7048	151	28	their	their	PRON
easat-7048	151	29	esg	esg	NOUN
easat-7048	151	30	communications	communication	NOUN
easat-7048	151	31	.	.	PUNCT
easat-7048	152	1	4.2	4.2	NUM
easat-7048	152	2	.	.	PUNCT
easat-7048	153	1	thematic	thematic	ADJ
easat-7048	153	2	topic	topic	NOUN
easat-7048	153	3	modeling	modeling	NOUN
easat-7048	153	4	to	to	PART
easat-7048	153	5	uncover	uncover	VERB
easat-7048	153	6	prevalent	prevalent	ADJ
easat-7048	153	7	themes	theme	NOUN
easat-7048	153	8	within	within	ADP
easat-7048	153	9	the	the	DET
easat-7048	153	10	esg	esg	NOUN
easat-7048	153	11	discourse	discourse	NOUN
easat-7048	153	12	,	,	PUNCT
easat-7048	153	13	we	we	PRON
easat-7048	153	14	applied	apply	VERB
easat-7048	153	15	both	both	DET
easat-7048	153	16	latent	latent	ADJ
easat-7048	153	17	dirichlet	dirichlet	NOUN
easat-7048	153	18	allocation	allocation	NOUN
easat-7048	153	19	(	(	PUNCT
easat-7048	153	20	lda	lda	PROPN
easat-7048	153	21	)	)	PUNCT
easat-7048	153	22	and	and	CCONJ
easat-7048	153	23	bertopic	bertopic	NOUN
easat-7048	153	24	models	model	NOUN
easat-7048	153	25	.	.	PUNCT
easat-7048	154	1	the	the	DET
easat-7048	154	2	optimal	optimal	ADJ
easat-7048	154	3	number	number	NOUN
easat-7048	154	4	of	of	ADP
easat-7048	154	5	topics	topic	NOUN
easat-7048	154	6	was	be	AUX
easat-7048	154	7	determined	determine	VERB
easat-7048	154	8	to	to	PART
easat-7048	154	9	be	be	AUX
easat-7048	154	10	six	six	NUM
easat-7048	154	11	,	,	PUNCT
easat-7048	154	12	based	base	VERB
easat-7048	154	13	on	on	ADP
easat-7048	154	14	coherence	coherence	NOUN
easat-7048	154	15	scores	score	NOUN
easat-7048	154	16	.	.	PUNCT
easat-7048	155	1	the	the	DET
easat-7048	155	2	identified	identify	VERB
easat-7048	155	3	topics	topic	NOUN
easat-7048	155	4	include	include	VERB
easat-7048	155	5	environmental	environmental	ADJ
easat-7048	155	6	initiatives	initiative	NOUN
easat-7048	155	7	,	,	PUNCT
easat-7048	155	8	social	social	ADJ
easat-7048	155	9	responsibility	responsibility	NOUN
easat-7048	155	10	,	,	PUNCT
easat-7048	155	11	governance	governance	NOUN
easat-7048	155	12	practices	practice	NOUN
easat-7048	155	13	,	,	PUNCT
easat-7048	155	14	innovation	innovation	NOUN
easat-7048	155	15	in	in	ADP
easat-7048	155	16	esg	esg	PROPN
easat-7048	155	17	,	,	PUNCT
easat-7048	155	18	financial	financial	ADJ
easat-7048	155	19	inclusion	inclusion	NOUN
easat-7048	155	20	,	,	PUNCT
easat-7048	155	21	and	and	CCONJ
easat-7048	155	22	regulatory	regulatory	ADJ
easat-7048	155	23	compliance	compliance	NOUN
easat-7048	155	24	.	.	PUNCT
easat-7048	156	1	1017	1017	NUM
easat-7048	156	2	edelweiss	edelweiss	PROPN
easat-7048	156	3	applied	apply	VERB
easat-7048	156	4	science	science	NOUN
easat-7048	156	5	and	and	CCONJ
easat-7048	156	6	technology	technology	NOUN
easat-7048	156	7	issn	issn	PROPN
easat-7048	156	8	:	:	PUNCT
easat-7048	156	9	2576	2576	NUM
easat-7048	156	10	-	-	SYM
easat-7048	156	11	8484	8484	NUM
easat-7048	156	12	vol	vol	NOUN
easat-7048	156	13	.	.	PROPN
easat-7048	157	1	9	9	NUM
easat-7048	157	2	,	,	PUNCT
easat-7048	157	3	no	no	INTJ
easat-7048	157	4	.	.	NOUN
easat-7048	157	5	5	5	NUM
easat-7048	157	6	:	:	PUNCT
easat-7048	157	7	1010	1010	NUM
easat-7048	157	8	-	-	SYM
easat-7048	157	9	1020	1020	NUM
easat-7048	157	10	,	,	PUNCT
easat-7048	157	11	2025	2025	NUM
easat-7048	157	12	doi	doi	NOUN
easat-7048	157	13	:	:	PUNCT
easat-7048	157	14	10.55214/25768484.v9i5.7048	10.55214/25768484.v9i5.7048	PROPN
easat-7048	157	15	©	©	PROPN
easat-7048	157	16	2025	2025	NUM
easat-7048	157	17	by	by	ADP
easat-7048	157	18	the	the	DET
easat-7048	157	19	author	author	NOUN
easat-7048	157	20	;	;	PUNCT
easat-7048	157	21	licensee	licensee	PROPN
easat-7048	157	22	learning	learning	NOUN
easat-7048	157	23	gate	gate	VERB
easat-7048	157	24	the	the	DET
easat-7048	157	25	analysis	analysis	NOUN
easat-7048	157	26	reveals	reveal	VERB
easat-7048	157	27	that	that	SCONJ
easat-7048	157	28	environmental	environmental	ADJ
easat-7048	157	29	initiatives	initiative	NOUN
easat-7048	157	30	and	and	CCONJ
easat-7048	157	31	social	social	ADJ
easat-7048	157	32	responsibility	responsibility	NOUN
easat-7048	157	33	are	be	AUX
easat-7048	157	34	the	the	DET
easat-7048	157	35	most	most	ADV
easat-7048	157	36	frequently	frequently	ADV
easat-7048	157	37	addressed	address	VERB
easat-7048	157	38	themes	theme	NOUN
easat-7048	157	39	,	,	PUNCT
easat-7048	157	40	highlighting	highlight	VERB
easat-7048	157	41	the	the	DET
easat-7048	157	42	emphasis	emphasis	NOUN
easat-7048	157	43	fintech	fintech	NOUN
easat-7048	157	44	companies	company	NOUN
easat-7048	157	45	place	place	VERB
easat-7048	157	46	on	on	ADP
easat-7048	157	47	these	these	DET
easat-7048	157	48	aspects	aspect	NOUN
easat-7048	157	49	in	in	ADP
easat-7048	157	50	their	their	PRON
easat-7048	157	51	esg	esg	NOUN
easat-7048	157	52	narratives	narrative	NOUN
easat-7048	157	53	.	.	PUNCT
easat-7048	158	1	4.3	4.3	NUM
easat-7048	158	2	.	.	PUNCT
easat-7048	159	1	discourse	discourse	NOUN
easat-7048	159	2	pattern	pattern	NOUN
easat-7048	159	3	classification	classification	NOUN
easat-7048	159	4	to	to	PART
easat-7048	159	5	further	far	ADV
easat-7048	159	6	understand	understand	VERB
easat-7048	159	7	the	the	DET
easat-7048	159	8	communication	communication	NOUN
easat-7048	159	9	strategies	strategy	NOUN
easat-7048	159	10	employed	employ	VERB
easat-7048	159	11	,	,	PUNCT
easat-7048	159	12	we	we	PRON
easat-7048	159	13	calculated	calculate	VERB
easat-7048	159	14	the	the	DET
easat-7048	159	15	narrative	narrative	ADJ
easat-7048	159	16	concreteness	concreteness	NOUN
easat-7048	159	17	index	index	NOUN
easat-7048	159	18	and	and	CCONJ
easat-7048	159	19	strategic	strategic	ADJ
easat-7048	159	20	alignment	alignment	NOUN
easat-7048	159	21	score	score	NOUN
easat-7048	159	22	for	for	ADP
easat-7048	159	23	each	each	DET
easat-7048	159	24	company	company	NOUN
easat-7048	159	25	.	.	PUNCT
easat-7048	160	1	the	the	DET
easat-7048	160	2	nci	nci	PROPN
easat-7048	160	3	measures	measure	VERB
easat-7048	160	4	the	the	DET
easat-7048	160	5	ratio	ratio	NOUN
easat-7048	160	6	of	of	ADP
easat-7048	160	7	specific	specific	ADJ
easat-7048	160	8	to	to	ADP
easat-7048	160	9	abstract	abstract	ADJ
easat-7048	160	10	esg	esg	PROPN
easat-7048	160	11	terms	term	NOUN
easat-7048	160	12	,	,	PUNCT
easat-7048	160	13	while	while	SCONJ
easat-7048	160	14	the	the	DET
easat-7048	160	15	sas	sas	PROPN
easat-7048	160	16	assesses	assesse	NOUN
easat-7048	160	17	alignment	alignment	NOUN
easat-7048	160	18	with	with	ADP
easat-7048	160	19	un	un	PROPN
easat-7048	160	20	sustainable	sustainable	ADJ
easat-7048	160	21	development	development	NOUN
easat-7048	160	22	goals	goal	NOUN
easat-7048	160	23	based	base	VERB
easat-7048	160	24	on	on	ADP
easat-7048	160	25	keyword	keyword	NOUN
easat-7048	160	26	matching	matching	NOUN
easat-7048	160	27	.	.	PUNCT
easat-7048	161	1	the	the	DET
easat-7048	161	2	results	result	NOUN
easat-7048	161	3	are	be	AUX
easat-7048	161	4	presented	present	VERB
easat-7048	161	5	in	in	ADP
easat-7048	161	6	table	table	NOUN
easat-7048	161	7	4	4	NUM
easat-7048	161	8	.	.	PUNCT
easat-7048	161	9	table	table	NOUN
easat-7048	161	10	4	4	NUM
easat-7048	161	11	.	.	PUNCT
easat-7048	162	1	nci	nci	PROPN
easat-7048	162	2	and	and	CCONJ
easat-7048	162	3	sas	sa	VERB
easat-7048	162	4	by	by	ADP
easat-7048	162	5	company	company	NOUN
easat-7048	162	6	.	.	PUNCT
easat-7048	163	1	company	company	NOUN
easat-7048	163	2	nci	nci	PROPN
easat-7048	163	3	sas	sas	PROPN
easat-7048	163	4	stripe	stripe	NOUN
easat-7048	163	5	0.60	0.60	NUM
easat-7048	163	6	0.82	0.82	NUM
easat-7048	163	7	square	square	ADJ
easat-7048	163	8	(	(	PUNCT
easat-7048	163	9	block	block	PROPN
easat-7048	163	10	inc	inc	PROPN
easat-7048	163	11	.	.	PUNCT
easat-7048	163	12	)	)	PUNCT
easat-7048	163	13	0.58	0.58	NUM
easat-7048	163	14	0.80	0.80	NUM
easat-7048	163	15	robinhood	robinhood	PROPN
easat-7048	163	16	0.49	0.49	NUM
easat-7048	163	17	0.72	0.72	NUM
easat-7048	163	18	adyen	adyen	NOUN
easat-7048	163	19	0.62	0.62	NUM
easat-7048	163	20	0.85	0.85	NUM
easat-7048	163	21	nubank	nubank	NOUN
easat-7048	163	22	0.54	0.54	NUM
easat-7048	163	23	0.77	0.77	NUM
easat-7048	163	24	note	note	NOUN
easat-7048	163	25	:	:	PUNCT
easat-7048	163	26	nci	nci	PROPN
easat-7048	163	27	calculated	calculate	VERB
easat-7048	163	28	as	as	ADP
easat-7048	163	29	the	the	DET
easat-7048	163	30	ratio	ratio	NOUN
easat-7048	163	31	of	of	ADP
easat-7048	163	32	specific	specific	ADJ
easat-7048	163	33	to	to	ADP
easat-7048	163	34	abstract	abstract	ADJ
easat-7048	163	35	esg	esg	PROPN
easat-7048	163	36	terms	term	NOUN
easat-7048	163	37	;	;	PUNCT
easat-7048	163	38	sas	sa	NOUN
easat-7048	163	39	calculated	calculate	VERB
easat-7048	163	40	based	base	VERB
easat-7048	163	41	on	on	ADP
easat-7048	163	42	alignment	alignment	NOUN
easat-7048	163	43	with	with	ADP
easat-7048	163	44	un	un	PROPN
easat-7048	163	45	sdg	sdg	PROPN
easat-7048	163	46	keywords	keyword	NOUN
easat-7048	163	47	.	.	PUNCT
easat-7048	164	1	adyen	adyen	NOUN
easat-7048	164	2	and	and	CCONJ
easat-7048	164	3	stripe	stripe	NOUN
easat-7048	164	4	demonstrate	demonstrate	VERB
easat-7048	164	5	higher	high	ADJ
easat-7048	164	6	nci	nci	PROPN
easat-7048	164	7	and	and	CCONJ
easat-7048	164	8	sas	sa	VERB
easat-7048	164	9	values	value	NOUN
easat-7048	164	10	,	,	PUNCT
easat-7048	164	11	indicating	indicate	VERB
easat-7048	164	12	more	more	ADJ
easat-7048	164	13	concrete	concrete	ADJ
easat-7048	164	14	narratives	narrative	NOUN
easat-7048	164	15	and	and	CCONJ
easat-7048	164	16	stronger	strong	ADJ
easat-7048	164	17	alignment	alignment	NOUN
easat-7048	164	18	with	with	ADP
easat-7048	164	19	un	un	PROPN
easat-7048	164	20	sustainable	sustainable	ADJ
easat-7048	164	21	development	development	NOUN
easat-7048	164	22	goals	goal	NOUN
easat-7048	164	23	in	in	ADP
easat-7048	164	24	their	their	PRON
easat-7048	164	25	esg	esg	NOUN
easat-7048	164	26	communications	communication	NOUN
easat-7048	164	27	.	.	PUNCT
easat-7048	165	1	5	5	X
easat-7048	165	2	.	.	X
easat-7048	165	3	discussion	discussion	NOUN
easat-7048	165	4	the	the	DET
easat-7048	165	5	empirical	empirical	ADJ
easat-7048	165	6	findings	finding	NOUN
easat-7048	165	7	presented	present	VERB
easat-7048	165	8	in	in	ADP
easat-7048	165	9	this	this	DET
easat-7048	165	10	study	study	NOUN
easat-7048	165	11	shed	shed	VERB
easat-7048	165	12	new	new	ADJ
easat-7048	165	13	light	light	NOUN
easat-7048	165	14	on	on	ADP
easat-7048	165	15	the	the	DET
easat-7048	165	16	discursive	discursive	ADJ
easat-7048	165	17	behavior	behavior	NOUN
easat-7048	165	18	of	of	ADP
easat-7048	165	19	fintech	fintech	NOUN
easat-7048	165	20	companies	company	NOUN
easat-7048	165	21	in	in	ADP
easat-7048	165	22	the	the	DET
easat-7048	165	23	context	context	NOUN
easat-7048	165	24	of	of	ADP
easat-7048	165	25	esg	esg	PROPN
easat-7048	165	26	communication	communication	NOUN
easat-7048	165	27	,	,	PUNCT
easat-7048	165	28	revealing	reveal	VERB
easat-7048	165	29	patterns	pattern	NOUN
easat-7048	165	30	of	of	ADP
easat-7048	165	31	both	both	DET
easat-7048	165	32	convergence	convergence	NOUN
easat-7048	165	33	and	and	CCONJ
easat-7048	165	34	divergence	divergence	NOUN
easat-7048	165	35	that	that	PRON
easat-7048	165	36	are	be	AUX
easat-7048	165	37	reflective	reflective	ADJ
easat-7048	165	38	of	of	ADP
easat-7048	165	39	deeper	deep	ADJ
easat-7048	165	40	institutional	institutional	ADJ
easat-7048	165	41	,	,	PUNCT
easat-7048	165	42	technological	technological	ADJ
easat-7048	165	43	,	,	PUNCT
easat-7048	165	44	and	and	CCONJ
easat-7048	165	45	cultural	cultural	ADJ
easat-7048	165	46	dynamics	dynamic	NOUN
easat-7048	165	47	.	.	PUNCT
easat-7048	166	1	crucially	crucially	ADV
easat-7048	166	2	,	,	PUNCT
easat-7048	166	3	while	while	SCONJ
easat-7048	166	4	all	all	DET
easat-7048	166	5	companies	company	NOUN
easat-7048	166	6	analyzed	analyze	VERB
easat-7048	166	7	displayed	display	VERB
easat-7048	166	8	an	an	DET
easat-7048	166	9	overall	overall	ADJ
easat-7048	166	10	positive	positive	ADJ
easat-7048	166	11	sentiment	sentiment	NOUN
easat-7048	166	12	polarity	polarity	NOUN
easat-7048	166	13	in	in	ADP
easat-7048	166	14	their	their	PRON
easat-7048	166	15	esg	esg	NOUN
easat-7048	166	16	narratives	narrative	NOUN
easat-7048	166	17	,	,	PUNCT
easat-7048	166	18	the	the	DET
easat-7048	166	19	underlying	underlie	VERB
easat-7048	166	20	motivations	motivation	NOUN
easat-7048	166	21	,	,	PUNCT
easat-7048	166	22	rhetorical	rhetorical	ADJ
easat-7048	166	23	strategies	strategy	NOUN
easat-7048	166	24	,	,	PUNCT
easat-7048	166	25	and	and	CCONJ
easat-7048	166	26	thematic	thematic	ADJ
easat-7048	166	27	distributions	distribution	NOUN
easat-7048	166	28	vary	vary	VERB
easat-7048	166	29	substantially	substantially	ADV
easat-7048	166	30	,	,	PUNCT
easat-7048	166	31	suggesting	suggest	VERB
easat-7048	166	32	that	that	SCONJ
easat-7048	166	33	esg	esg	PROPN
easat-7048	166	34	communication	communication	NOUN
easat-7048	166	35	in	in	ADP
easat-7048	166	36	the	the	DET
easat-7048	166	37	fintech	fintech	NOUN
easat-7048	166	38	domain	domain	NOUN
easat-7048	166	39	is	be	AUX
easat-7048	166	40	far	far	ADV
easat-7048	166	41	from	from	ADP
easat-7048	166	42	formulaic	formulaic	ADJ
easat-7048	166	43	or	or	CCONJ
easat-7048	166	44	regulatory	regulatory	ADV
easat-7048	166	45	-	-	PUNCT
easat-7048	166	46	driven	drive	VERB
easat-7048	166	47	;	;	PUNCT
easat-7048	166	48	instead	instead	ADV
easat-7048	166	49	,	,	PUNCT
easat-7048	166	50	it	it	PRON
easat-7048	166	51	is	be	AUX
easat-7048	166	52	actively	actively	ADV
easat-7048	166	53	curated	curate	VERB
easat-7048	166	54	to	to	PART
easat-7048	166	55	serve	serve	VERB
easat-7048	166	56	as	as	ADP
easat-7048	166	57	a	a	DET
easat-7048	166	58	reputational	reputational	ADJ
easat-7048	166	59	asset	asset	NOUN
easat-7048	166	60	and	and	CCONJ
easat-7048	166	61	a	a	DET
easat-7048	166	62	trust	trust	NOUN
easat-7048	166	63	-	-	PUNCT
easat-7048	166	64	enhancing	enhance	VERB
easat-7048	166	65	mechanism	mechanism	NOUN
easat-7048	166	66	in	in	ADP
easat-7048	166	67	a	a	DET
easat-7048	166	68	volatile	volatile	ADJ
easat-7048	166	69	digital	digital	ADJ
easat-7048	166	70	economy	economy	NOUN
easat-7048	166	71	.	.	PUNCT
easat-7048	167	1	from	from	ADP
easat-7048	167	2	a	a	DET
easat-7048	167	3	computational	computational	ADJ
easat-7048	167	4	linguistics	linguistic	NOUN
easat-7048	167	5	perspective	perspective	NOUN
easat-7048	167	6	,	,	PUNCT
easat-7048	167	7	the	the	DET
easat-7048	167	8	contrast	contrast	NOUN
easat-7048	167	9	in	in	ADP
easat-7048	167	10	narrative	narrative	ADJ
easat-7048	167	11	concreteness	concreteness	NOUN
easat-7048	167	12	index	index	NOUN
easat-7048	167	13	among	among	ADP
easat-7048	167	14	firms	firm	NOUN
easat-7048	167	15	confirms	confirm	VERB
easat-7048	167	16	prior	prior	ADJ
easat-7048	167	17	observations	observation	NOUN
easat-7048	167	18	that	that	PRON
easat-7048	167	19	esg	esg	PROPN
easat-7048	167	20	narratives	narrative	NOUN
easat-7048	167	21	often	often	ADV
easat-7048	167	22	fluctuate	fluctuate	VERB
easat-7048	167	23	between	between	ADP
easat-7048	167	24	aspirational	aspirational	ADJ
easat-7048	167	25	discourse	discourse	NOUN
easat-7048	167	26	and	and	CCONJ
easat-7048	167	27	operational	operational	ADJ
easat-7048	167	28	specificity	specificity	NOUN
easat-7048	167	29	depending	depend	VERB
easat-7048	167	30	on	on	ADP
easat-7048	167	31	the	the	DET
easat-7048	167	32	audience	audience	NOUN
easat-7048	167	33	,	,	PUNCT
easat-7048	167	34	platform	platform	NOUN
easat-7048	167	35	,	,	PUNCT
easat-7048	167	36	and	and	CCONJ
easat-7048	167	37	regulatory	regulatory	ADJ
easat-7048	167	38	exposure	exposure	NOUN
easat-7048	167	39	.	.	PUNCT
easat-7048	168	1	firms	firm	NOUN
easat-7048	168	2	such	such	ADJ
easat-7048	168	3	as	as	ADP
easat-7048	168	4	adyen	adyen	NOUN
easat-7048	168	5	and	and	CCONJ
easat-7048	168	6	stripe	stripe	NOUN
easat-7048	168	7	,	,	PUNCT
easat-7048	168	8	whose	whose	DET
easat-7048	168	9	narratives	narrative	NOUN
easat-7048	168	10	are	be	AUX
easat-7048	168	11	characterized	characterize	VERB
easat-7048	168	12	by	by	ADP
easat-7048	168	13	high	high	ADJ
easat-7048	168	14	nci	nci	PROPN
easat-7048	168	15	values	value	NOUN
easat-7048	168	16	,	,	PUNCT
easat-7048	168	17	provide	provide	VERB
easat-7048	168	18	quantifiable	quantifiable	ADJ
easat-7048	168	19	and	and	CCONJ
easat-7048	168	20	traceable	traceable	ADJ
easat-7048	168	21	esg	esg	PROPN
easat-7048	168	22	initiatives	initiative	NOUN
easat-7048	168	23	,	,	PUNCT
easat-7048	168	24	e.g.	e.g.	ADV
easat-7048	168	25	,	,	PUNCT
easat-7048	168	26	“	"	PUNCT
easat-7048	168	27	100	100	NUM
easat-7048	168	28	%	%	NOUN
easat-7048	168	29	renewable	renewable	ADJ
easat-7048	168	30	-	-	PUNCT
easat-7048	168	31	powered	power	VERB
easat-7048	168	32	transactions	transaction	NOUN
easat-7048	168	33	in	in	ADP
easat-7048	168	34	2023”,that	2023”,that	NUM
easat-7048	168	35	facilitate	facilitate	NOUN
easat-7048	168	36	stakeholder	stakeholder	NOUN
easat-7048	168	37	verification	verification	NOUN
easat-7048	168	38	and	and	CCONJ
easat-7048	168	39	enhance	enhance	VERB
easat-7048	168	40	perceived	perceive	VERB
easat-7048	168	41	authenticity	authenticity	NOUN
easat-7048	168	42	.	.	PUNCT
easat-7048	169	1	conversely	conversely	ADV
easat-7048	169	2	,	,	PUNCT
easat-7048	169	3	companies	company	NOUN
easat-7048	169	4	such	such	ADJ
easat-7048	169	5	as	as	ADP
easat-7048	169	6	klarna	klarna	NOUN
easat-7048	169	7	and	and	CCONJ
easat-7048	169	8	robinhood	robinhood	PROPN
easat-7048	169	9	rely	rely	VERB
easat-7048	169	10	more	more	ADV
easat-7048	169	11	heavily	heavily	ADV
easat-7048	169	12	on	on	ADP
easat-7048	169	13	abstract	abstract	ADJ
easat-7048	169	14	language	language	NOUN
easat-7048	169	15	,	,	PUNCT
easat-7048	169	16	aligning	align	VERB
easat-7048	169	17	with	with	ADP
easat-7048	169	18	critiques	critique	NOUN
easat-7048	169	19	in	in	ADP
easat-7048	169	20	esg	esg	PROPN
easat-7048	169	21	literature	literature	NOUN
easat-7048	169	22	that	that	PRON
easat-7048	169	23	highlight	highlight	VERB
easat-7048	169	24	the	the	DET
easat-7048	169	25	performative	performative	ADJ
easat-7048	169	26	nature	nature	NOUN
easat-7048	169	27	of	of	ADP
easat-7048	169	28	sustainability	sustainability	NOUN
easat-7048	169	29	communication	communication	NOUN
easat-7048	169	30	when	when	SCONJ
easat-7048	169	31	specific	specific	ADJ
easat-7048	169	32	metrics	metric	NOUN
easat-7048	169	33	are	be	AUX
easat-7048	169	34	lacking	lack	VERB
easat-7048	169	35	[	[	PUNCT
easat-7048	169	36	6	6	NUM
easat-7048	169	37	,	,	PUNCT
easat-7048	169	38	14	14	NUM
easat-7048	169	39	]	]	PUNCT
easat-7048	169	40	.	.	PUNCT
easat-7048	170	1	these	these	DET
easat-7048	170	2	findings	finding	NOUN
easat-7048	170	3	parallel	parallel	VERB
easat-7048	170	4	[	[	X
easat-7048	170	5	8	8	NUM
easat-7048	170	6	]	]	PUNCT
easat-7048	170	7	content	content	NOUN
easat-7048	170	8	analysis	analysis	NOUN
easat-7048	170	9	framework	framework	NOUN
easat-7048	170	10	,	,	PUNCT
easat-7048	170	11	which	which	PRON
easat-7048	170	12	posits	posit	VERB
easat-7048	170	13	that	that	SCONJ
easat-7048	170	14	textual	textual	ADJ
easat-7048	170	15	abstraction	abstraction	NOUN
easat-7048	170	16	is	be	AUX
easat-7048	170	17	a	a	DET
easat-7048	170	18	key	key	ADJ
easat-7048	170	19	differentiator	differentiator	NOUN
easat-7048	170	20	in	in	ADP
easat-7048	170	21	the	the	DET
easat-7048	170	22	perceived	perceive	VERB
easat-7048	170	23	legitimacy	legitimacy	NOUN
easat-7048	170	24	of	of	ADP
easat-7048	170	25	public	public	ADJ
easat-7048	170	26	discourse	discourse	NOUN
easat-7048	170	27	[	[	X
easat-7048	170	28	8	8	NUM
easat-7048	170	29	]	]	PUNCT
easat-7048	170	30	.	.	PUNCT
easat-7048	171	1	additionally	additionally	ADV
easat-7048	171	2	,	,	PUNCT
easat-7048	171	3	the	the	DET
easat-7048	171	4	strategic	strategic	ADJ
easat-7048	171	5	alignment	alignment	NOUN
easat-7048	171	6	score	score	NOUN
easat-7048	171	7	analysis	analysis	NOUN
easat-7048	171	8	reveals	reveal	VERB
easat-7048	171	9	differentiated	differentiated	ADJ
easat-7048	171	10	levels	level	NOUN
easat-7048	171	11	of	of	ADP
easat-7048	171	12	engagement	engagement	NOUN
easat-7048	171	13	with	with	ADP
easat-7048	171	14	global	global	ADJ
easat-7048	171	15	sustainability	sustainability	NOUN
easat-7048	171	16	frameworks	framework	NOUN
easat-7048	171	17	such	such	ADJ
easat-7048	171	18	as	as	ADP
easat-7048	171	19	the	the	DET
easat-7048	171	20	un	un	PROPN
easat-7048	171	21	sdgs	sdgs	PROPN
easat-7048	171	22	.	.	PUNCT
easat-7048	172	1	stripe	stripe	NOUN
easat-7048	172	2	and	and	CCONJ
easat-7048	172	3	adyen	adyen	NOUN
easat-7048	172	4	again	again	ADV
easat-7048	172	5	emerged	emerge	VERB
easat-7048	172	6	as	as	ADP
easat-7048	172	7	outliers	outlier	NOUN
easat-7048	172	8	,	,	PUNCT
easat-7048	172	9	incorporating	incorporate	VERB
easat-7048	172	10	sdg	sdg	NOUN
easat-7048	172	11	-	-	PUNCT
easat-7048	172	12	linked	link	VERB
easat-7048	172	13	keywords	keyword	NOUN
easat-7048	172	14	and	and	CCONJ
easat-7048	172	15	indicators	indicator	NOUN
easat-7048	172	16	into	into	ADP
easat-7048	172	17	their	their	PRON
easat-7048	172	18	narratives	narrative	NOUN
easat-7048	172	19	with	with	ADP
easat-7048	172	20	higher	high	ADJ
easat-7048	172	21	frequency	frequency	NOUN
easat-7048	172	22	.	.	PUNCT
easat-7048	173	1	this	this	PRON
easat-7048	173	2	is	be	AUX
easat-7048	173	3	consistent	consistent	ADJ
easat-7048	173	4	with	with	ADP
easat-7048	173	5	hristov	hristov	ADJ
easat-7048	173	6	and	and	CCONJ
easat-7048	173	7	searcy	searcy	NOUN
easat-7048	173	8	's	's	PART
easat-7048	173	9	argument	argument	NOUN
easat-7048	173	10	that	that	SCONJ
easat-7048	173	11	meaningful	meaningful	ADJ
easat-7048	173	12	sustainability	sustainability	NOUN
easat-7048	173	13	integration	integration	NOUN
easat-7048	173	14	requires	require	VERB
easat-7048	173	15	alignment	alignment	NOUN
easat-7048	173	16	not	not	PART
easat-7048	173	17	only	only	ADV
easat-7048	173	18	with	with	ADP
easat-7048	173	19	financial	financial	ADJ
easat-7048	173	20	reporting	reporting	NOUN
easat-7048	173	21	systems	system	NOUN
easat-7048	173	22	but	but	CCONJ
easat-7048	173	23	with	with	ADP
easat-7048	173	24	broader	broad	ADJ
easat-7048	173	25	governance	governance	NOUN
easat-7048	173	26	architectures	architecture	NOUN
easat-7048	173	27	[	[	X
easat-7048	173	28	12	12	NUM
easat-7048	173	29	]	]	PUNCT
easat-7048	173	30	.	.	PUNCT
easat-7048	174	1	however	however	ADV
easat-7048	174	2	,	,	PUNCT
easat-7048	174	3	this	this	DET
easat-7048	174	4	rhetorical	rhetorical	ADJ
easat-7048	174	5	alignment	alignment	NOUN
easat-7048	174	6	does	do	AUX
easat-7048	174	7	not	not	PART
easat-7048	174	8	always	always	ADV
easat-7048	174	9	translate	translate	VERB
easat-7048	174	10	into	into	ADP
easat-7048	174	11	governance	governance	NOUN
easat-7048	174	12	accountability	accountability	NOUN
easat-7048	174	13	.	.	PUNCT
easat-7048	175	1	echoing	echo	VERB
easat-7048	175	2	the	the	DET
easat-7048	175	3	observations	observation	NOUN
easat-7048	175	4	by	by	ADP
easat-7048	175	5	wagenhofer	wagenhofer	NOUN
easat-7048	175	6	[	[	X
easat-7048	175	7	10	10	NUM
easat-7048	175	8	]	]	PUNCT
easat-7048	175	9	and	and	CCONJ
easat-7048	175	10	gustafsson	gustafsson	PROPN
easat-7048	175	11	,	,	PUNCT
easat-7048	175	12	et	et	PROPN
easat-7048	175	13	al	al	PROPN
easat-7048	175	14	.	.	PUNCT
easat-7048	176	1	[	[	X
easat-7048	176	2	13	13	NUM
easat-7048	176	3	]	]	X
easat-7048	176	4	many	many	ADJ
easat-7048	176	5	esg	esg	PROPN
easat-7048	176	6	narratives	narrative	NOUN
easat-7048	176	7	continue	continue	VERB
easat-7048	176	8	to	to	PART
easat-7048	176	9	privilege	privilege	VERB
easat-7048	176	10	environmental	environmental	ADJ
easat-7048	176	11	and	and	CCONJ
easat-7048	176	12	social	social	ADJ
easat-7048	176	13	themes	theme	NOUN
easat-7048	176	14	while	while	SCONJ
easat-7048	176	15	marginalizing	marginalize	VERB
easat-7048	176	16	governance	governance	NOUN
easat-7048	176	17	dimensions	dimension	NOUN
easat-7048	176	18	such	such	ADJ
easat-7048	176	19	as	as	ADP
easat-7048	176	20	board	board	NOUN
easat-7048	176	21	diversity	diversity	NOUN
easat-7048	176	22	,	,	PUNCT
easat-7048	176	23	compliance	compliance	NOUN
easat-7048	176	24	transparency	transparency	NOUN
easat-7048	176	25	,	,	PUNCT
easat-7048	176	26	and	and	CCONJ
easat-7048	176	27	algorithmic	algorithmic	ADJ
easat-7048	176	28	ethics	ethic	NOUN
easat-7048	176	29	[	[	X
easat-7048	176	30	10	10	NUM
easat-7048	176	31	,	,	PUNCT
easat-7048	176	32	13	13	NUM
easat-7048	176	33	]	]	PUNCT
easat-7048	176	34	.	.	PUNCT
easat-7048	177	1	this	this	PRON
easat-7048	177	2	is	be	AUX
easat-7048	177	3	particularly	particularly	ADV
easat-7048	177	4	1018	1018	NUM
easat-7048	177	5	edelweiss	edelweiss	PROPN
easat-7048	177	6	applied	apply	VERB
easat-7048	177	7	science	science	NOUN
easat-7048	177	8	and	and	CCONJ
easat-7048	177	9	technology	technology	NOUN
easat-7048	177	10	issn	issn	PROPN
easat-7048	177	11	:	:	PUNCT
easat-7048	177	12	2576	2576	NUM
easat-7048	177	13	-	-	SYM
easat-7048	177	14	8484	8484	NUM
easat-7048	177	15	vol	vol	NOUN
easat-7048	177	16	.	.	PROPN
easat-7048	178	1	9	9	NUM
easat-7048	178	2	,	,	PUNCT
easat-7048	178	3	no	no	INTJ
easat-7048	178	4	.	.	NOUN
easat-7048	178	5	5	5	NUM
easat-7048	178	6	:	:	PUNCT
easat-7048	178	7	1010	1010	NUM
easat-7048	178	8	-	-	SYM
easat-7048	178	9	1020	1020	NUM
easat-7048	178	10	,	,	PUNCT
easat-7048	178	11	2025	2025	NUM
easat-7048	178	12	doi	doi	NOUN
easat-7048	178	13	:	:	PUNCT
easat-7048	178	14	10.55214/25768484.v9i5.7048	10.55214/25768484.v9i5.7048	PROPN
easat-7048	178	15	©	©	PROPN
easat-7048	178	16	2025	2025	NUM
easat-7048	178	17	by	by	ADP
easat-7048	178	18	the	the	DET
easat-7048	178	19	author	author	NOUN
easat-7048	178	20	;	;	PUNCT
easat-7048	178	21	licensee	licensee	PROPN
easat-7048	178	22	learning	learn	VERB
easat-7048	178	23	gate	gate	NOUN
easat-7048	178	24	problematic	problematic	ADJ
easat-7048	178	25	in	in	ADP
easat-7048	178	26	fintech	fintech	NOUN
easat-7048	178	27	,	,	PUNCT
easat-7048	178	28	where	where	SCONJ
easat-7048	178	29	the	the	DET
easat-7048	178	30	very	very	ADJ
easat-7048	178	31	technologies	technology	NOUN
easat-7048	178	32	that	that	PRON
easat-7048	178	33	enable	enable	VERB
easat-7048	178	34	financial	financial	ADJ
easat-7048	178	35	inclusion	inclusion	NOUN
easat-7048	178	36	and	and	CCONJ
easat-7048	178	37	efficiency	efficiency	NOUN
easat-7048	178	38	,	,	PUNCT
easat-7048	178	39	such	such	ADJ
easat-7048	178	40	as	as	ADP
easat-7048	178	41	ai	ai	NOUN
easat-7048	178	42	-	-	PUNCT
easat-7048	178	43	based	base	VERB
easat-7048	178	44	credit	credit	NOUN
easat-7048	178	45	scoring	scoring	NOUN
easat-7048	178	46	or	or	CCONJ
easat-7048	178	47	blockchain	blockchain	PROPN
easat-7048	178	48	-	-	PUNCT
easat-7048	178	49	enabled	enable	VERB
easat-7048	178	50	transfers	transfer	NOUN
easat-7048	178	51	,	,	PUNCT
easat-7048	178	52	also	also	ADV
easat-7048	178	53	introduce	introduce	VERB
easat-7048	178	54	new	new	ADJ
easat-7048	178	55	risks	risk	NOUN
easat-7048	178	56	related	relate	VERB
easat-7048	178	57	to	to	ADP
easat-7048	178	58	opacity	opacity	NOUN
easat-7048	178	59	and	and	CCONJ
easat-7048	178	60	power	power	NOUN
easat-7048	178	61	concentration	concentration	NOUN
easat-7048	178	62	[	[	X
easat-7048	178	63	22	22	NUM
easat-7048	178	64	,	,	PUNCT
easat-7048	178	65	24	24	NUM
easat-7048	178	66	]	]	PUNCT
easat-7048	178	67	.	.	PUNCT
easat-7048	179	1	notably	notably	ADV
easat-7048	179	2	,	,	PUNCT
easat-7048	179	3	topic	topic	NOUN
easat-7048	179	4	modeling	modeling	NOUN
easat-7048	179	5	revealed	reveal	VERB
easat-7048	179	6	a	a	DET
easat-7048	179	7	disproportionate	disproportionate	ADJ
easat-7048	179	8	emphasis	emphasis	NOUN
easat-7048	179	9	on	on	ADP
easat-7048	179	10	environmental	environmental	ADJ
easat-7048	179	11	and	and	CCONJ
easat-7048	179	12	social	social	ADJ
easat-7048	179	13	categories	category	NOUN
easat-7048	179	14	,	,	PUNCT
easat-7048	179	15	with	with	ADP
easat-7048	179	16	governance	governance	NOUN
easat-7048	179	17	themes	theme	NOUN
easat-7048	179	18	consistently	consistently	ADV
easat-7048	179	19	underrepresented	underrepresente	VERB
easat-7048	179	20	across	across	ADP
easat-7048	179	21	firms	firm	NOUN
easat-7048	179	22	.	.	PUNCT
easat-7048	180	1	this	this	PRON
easat-7048	180	2	aligns	align	VERB
easat-7048	180	3	with	with	ADP
easat-7048	180	4	earlier	early	ADJ
easat-7048	180	5	nlp	nlp	NOUN
easat-7048	180	6	-	-	PUNCT
easat-7048	180	7	based	base	VERB
easat-7048	180	8	esg	esg	PROPN
easat-7048	180	9	studies	study	NOUN
easat-7048	180	10	,	,	PUNCT
easat-7048	180	11	such	such	ADJ
easat-7048	180	12	as	as	ADP
easat-7048	180	13	schimanski	schimanski	ADJ
easat-7048	180	14	et	et	NOUN
easat-7048	180	15	al	al	PROPN
easat-7048	180	16	.	.	PROPN
easat-7048	180	17	's	's	PART
easat-7048	180	18	,	,	PUNCT
easat-7048	180	19	which	which	PRON
easat-7048	180	20	demonstrated	demonstrate	VERB
easat-7048	180	21	that	that	SCONJ
easat-7048	180	22	governance	governance	NOUN
easat-7048	180	23	discourse	discourse	NOUN
easat-7048	180	24	is	be	AUX
easat-7048	180	25	often	often	ADV
easat-7048	180	26	semantically	semantically	ADV
easat-7048	180	27	less	less	ADV
easat-7048	180	28	dense	dense	ADJ
easat-7048	180	29	and	and	CCONJ
easat-7048	180	30	less	less	ADV
easat-7048	180	31	emotionally	emotionally	ADV
easat-7048	180	32	salient	salient	NOUN
easat-7048	180	33	in	in	ADP
easat-7048	180	34	public	public	ADJ
easat-7048	180	35	corporate	corporate	ADJ
easat-7048	180	36	disclosures[4	disclosures[4	NOUN
easat-7048	180	37	]	]	PUNCT
easat-7048	180	38	.	.	PUNCT
easat-7048	181	1	given	give	VERB
easat-7048	181	2	that	that	PRON
easat-7048	181	3	fintech	fintech	NOUN
easat-7048	181	4	firms	firm	NOUN
easat-7048	181	5	operate	operate	VERB
easat-7048	181	6	in	in	ADP
easat-7048	181	7	highly	highly	ADV
easat-7048	181	8	automated	automated	ADJ
easat-7048	181	9	and	and	CCONJ
easat-7048	181	10	decentralized	decentralized	ADJ
easat-7048	181	11	structures	structure	NOUN
easat-7048	181	12	,	,	PUNCT
easat-7048	181	13	this	this	DET
easat-7048	181	14	governance	governance	NOUN
easat-7048	181	15	underrepresentation	underrepresentation	NOUN
easat-7048	181	16	raises	raise	VERB
easat-7048	181	17	concerns	concern	NOUN
easat-7048	181	18	.	.	PUNCT
easat-7048	182	1	it	it	PRON
easat-7048	182	2	calls	call	VERB
easat-7048	182	3	for	for	ADP
easat-7048	182	4	not	not	PART
easat-7048	182	5	just	just	ADV
easat-7048	182	6	enhanced	enhanced	ADJ
easat-7048	182	7	disclosure	disclosure	NOUN
easat-7048	182	8	compliance	compliance	NOUN
easat-7048	182	9	under	under	ADP
easat-7048	182	10	directives	directive	NOUN
easat-7048	182	11	like	like	ADP
easat-7048	182	12	the	the	DET
easat-7048	182	13	eu	eu	PROPN
easat-7048	182	14	csrd	csrd	NOUN
easat-7048	182	15	,	,	PUNCT
easat-7048	182	16	but	but	CCONJ
easat-7048	182	17	also	also	ADV
easat-7048	182	18	methodological	methodological	ADJ
easat-7048	182	19	innovations	innovation	NOUN
easat-7048	182	20	in	in	ADP
easat-7048	182	21	how	how	SCONJ
easat-7048	182	22	governance	governance	NOUN
easat-7048	182	23	indicators	indicator	NOUN
easat-7048	182	24	are	be	AUX
easat-7048	182	25	linguistically	linguistically	ADV
easat-7048	182	26	expressed	express	VERB
easat-7048	182	27	and	and	CCONJ
easat-7048	182	28	computationally	computationally	ADV
easat-7048	182	29	detected	detect	VERB
easat-7048	182	30	in	in	ADP
easat-7048	182	31	digital	digital	ADJ
easat-7048	182	32	esg	esg	NOUN
easat-7048	182	33	texts	text	NOUN
easat-7048	182	34	[	[	X
easat-7048	182	35	12	12	NUM
easat-7048	182	36	,	,	PUNCT
easat-7048	182	37	13	13	NUM
easat-7048	182	38	]	]	PUNCT
easat-7048	182	39	.	.	PUNCT
easat-7048	183	1	from	from	ADP
easat-7048	183	2	a	a	DET
easat-7048	183	3	methodological	methodological	ADJ
easat-7048	183	4	standpoint	standpoint	NOUN
easat-7048	183	5	,	,	PUNCT
easat-7048	183	6	this	this	DET
easat-7048	183	7	study	study	NOUN
easat-7048	183	8	contributes	contribute	VERB
easat-7048	183	9	to	to	ADP
easat-7048	183	10	the	the	DET
easat-7048	183	11	ongoing	ongoing	ADJ
easat-7048	183	12	evolution	evolution	NOUN
easat-7048	183	13	of	of	ADP
easat-7048	183	14	esg	esg	NOUN
easat-7048	183	15	communication	communication	NOUN
easat-7048	183	16	analysis	analysis	NOUN
easat-7048	183	17	by	by	ADP
easat-7048	183	18	combining	combine	VERB
easat-7048	183	19	transformer	transformer	NOUN
easat-7048	183	20	-	-	PUNCT
easat-7048	183	21	based	base	VERB
easat-7048	183	22	sentence	sentence	NOUN
easat-7048	183	23	embeddings	embedding	NOUN
easat-7048	183	24	with	with	ADP
easat-7048	183	25	semantic	semantic	ADJ
easat-7048	183	26	topic	topic	NOUN
easat-7048	183	27	modeling	modeling	NOUN
easat-7048	183	28	,	,	PUNCT
easat-7048	183	29	offering	offer	VERB
easat-7048	183	30	a	a	DET
easat-7048	183	31	scalable	scalable	ADJ
easat-7048	183	32	approach	approach	NOUN
easat-7048	183	33	to	to	PART
easat-7048	183	34	capture	capture	VERB
easat-7048	183	35	both	both	DET
easat-7048	183	36	lexical	lexical	ADJ
easat-7048	183	37	patterns	pattern	NOUN
easat-7048	183	38	and	and	CCONJ
easat-7048	183	39	contextual	contextual	ADJ
easat-7048	183	40	discourse	discourse	NOUN
easat-7048	183	41	at	at	ADP
easat-7048	183	42	the	the	DET
easat-7048	183	43	document	document	NOUN
easat-7048	183	44	level	level	NOUN
easat-7048	183	45	.	.	PUNCT
easat-7048	184	1	the	the	DET
easat-7048	184	2	integration	integration	NOUN
easat-7048	184	3	of	of	ADP
easat-7048	184	4	the	the	DET
easat-7048	184	5	sas	sas	PROPN
easat-7048	184	6	and	and	CCONJ
easat-7048	184	7	nci	nci	PROPN
easat-7048	184	8	metrics	metric	NOUN
easat-7048	184	9	further	far	ADV
easat-7048	184	10	strengthens	strengthen	VERB
easat-7048	184	11	our	our	PRON
easat-7048	184	12	ability	ability	NOUN
easat-7048	184	13	to	to	PART
easat-7048	184	14	assess	assess	VERB
easat-7048	184	15	esg	esg	PROPN
easat-7048	184	16	narratives	narrative	NOUN
easat-7048	184	17	along	along	ADP
easat-7048	184	18	both	both	CCONJ
easat-7048	184	19	normative	normative	ADJ
easat-7048	184	20	and	and	CCONJ
easat-7048	184	21	rhetorical	rhetorical	ADJ
easat-7048	184	22	dimensions	dimension	NOUN
easat-7048	184	23	.	.	PUNCT
easat-7048	185	1	this	this	PRON
easat-7048	185	2	complements	complement	VERB
easat-7048	185	3	previous	previous	ADJ
easat-7048	185	4	hybrid	hybrid	ADJ
easat-7048	185	5	methods	method	NOUN
easat-7048	185	6	,	,	PUNCT
easat-7048	185	7	such	such	ADJ
easat-7048	185	8	as	as	ADP
easat-7048	185	9	kumar	kumar	PROPN
easat-7048	185	10	et	et	PROPN
easat-7048	185	11	al	al	PROPN
easat-7048	185	12	.	.	PROPN
easat-7048	185	13	's	's	PART
easat-7048	185	14	bibliometric	bibliometric	ADJ
easat-7048	185	15	-	-	PUNCT
easat-7048	185	16	content	content	NOUN
easat-7048	185	17	analysis	analysis	NOUN
easat-7048	185	18	framework	framework	NOUN
easat-7048	185	19	,	,	PUNCT
easat-7048	185	20	by	by	ADP
easat-7048	185	21	extending	extend	VERB
easat-7048	185	22	its	its	PRON
easat-7048	185	23	logic	logic	NOUN
easat-7048	185	24	into	into	ADP
easat-7048	185	25	esg	esg	PROPN
easat-7048	185	26	semantics	semantic	NOUN
easat-7048	185	27	and	and	CCONJ
easat-7048	185	28	interpretability[9	interpretability[9	NOUN
easat-7048	185	29	]	]	PUNCT
easat-7048	185	30	.	.	PUNCT
easat-7048	186	1	culturally	culturally	ADV
easat-7048	186	2	and	and	CCONJ
easat-7048	186	3	institutionally	institutionally	ADV
easat-7048	186	4	,	,	PUNCT
easat-7048	186	5	the	the	DET
easat-7048	186	6	variability	variability	NOUN
easat-7048	186	7	in	in	ADP
easat-7048	186	8	sentiment	sentiment	NOUN
easat-7048	186	9	strength	strength	NOUN
easat-7048	186	10	and	and	CCONJ
easat-7048	186	11	thematic	thematic	ADJ
easat-7048	186	12	emphasis	emphasis	NOUN
easat-7048	186	13	reflects	reflect	VERB
easat-7048	186	14	localized	localize	VERB
easat-7048	186	15	esg	esg	NOUN
easat-7048	186	16	norms	norm	NOUN
easat-7048	186	17	and	and	CCONJ
easat-7048	186	18	heterogeneous	heterogeneous	ADJ
easat-7048	186	19	regulatory	regulatory	ADJ
easat-7048	186	20	maturity	maturity	NOUN
easat-7048	186	21	.	.	PUNCT
easat-7048	187	1	yu	yu	PROPN
easat-7048	187	2	and	and	CCONJ
easat-7048	187	3	couldry	couldry	VERB
easat-7048	188	1	[	[	X
easat-7048	188	2	15	15	NUM
easat-7048	188	3	]	]	X
easat-7048	188	4	work	work	NOUN
easat-7048	188	5	on	on	ADP
easat-7048	188	6	data	datum	NOUN
easat-7048	188	7	extraction	extraction	NOUN
easat-7048	188	8	and	and	CCONJ
easat-7048	188	9	discourse	discourse	NOUN
easat-7048	188	10	normalization	normalization	NOUN
easat-7048	188	11	in	in	ADP
easat-7048	188	12	the	the	DET
easat-7048	188	13	education	education	NOUN
easat-7048	188	14	sector	sector	NOUN
easat-7048	188	15	offers	offer	VERB
easat-7048	188	16	a	a	DET
easat-7048	188	17	useful	useful	ADJ
easat-7048	188	18	parallel	parallel	NOUN
easat-7048	188	19	:	:	PUNCT
easat-7048	188	20	just	just	ADV
easat-7048	188	21	as	as	SCONJ
easat-7048	188	22	digital	digital	ADJ
easat-7048	188	23	platforms	platform	NOUN
easat-7048	188	24	in	in	ADP
easat-7048	188	25	education	education	NOUN
easat-7048	188	26	construct	construct	VERB
easat-7048	188	27	legitimacy	legitimacy	NOUN
easat-7048	188	28	through	through	ADP
easat-7048	188	29	language	language	NOUN
easat-7048	188	30	,	,	PUNCT
easat-7048	188	31	fintech	fintech	NOUN
easat-7048	188	32	firms	firm	NOUN
easat-7048	188	33	craft	craft	VERB
easat-7048	188	34	esg	esg	PROPN
easat-7048	188	35	authority	authority	PROPN
easat-7048	188	36	through	through	ADP
easat-7048	188	37	lexicon	lexicon	NOUN
easat-7048	188	38	,	,	PUNCT
easat-7048	188	39	structure	structure	NOUN
easat-7048	188	40	,	,	PUNCT
easat-7048	188	41	and	and	CCONJ
easat-7048	188	42	strategic	strategic	ADJ
easat-7048	188	43	ambiguity	ambiguity	NOUN
easat-7048	188	44	[	[	X
easat-7048	188	45	15	15	NUM
easat-7048	188	46	]	]	PUNCT
easat-7048	188	47	.	.	PUNCT
easat-7048	189	1	thus	thus	ADV
easat-7048	189	2	,	,	PUNCT
easat-7048	189	3	the	the	DET
easat-7048	189	4	esg	esg	PROPN
easat-7048	189	5	narrative	narrative	NOUN
easat-7048	189	6	should	should	AUX
easat-7048	189	7	be	be	AUX
easat-7048	189	8	seen	see	VERB
easat-7048	189	9	not	not	PART
easat-7048	189	10	merely	merely	ADV
easat-7048	189	11	as	as	ADP
easat-7048	189	12	an	an	DET
easat-7048	189	13	output	output	NOUN
easat-7048	189	14	of	of	ADP
easat-7048	189	15	compliance	compliance	NOUN
easat-7048	189	16	,	,	PUNCT
easat-7048	189	17	but	but	CCONJ
easat-7048	189	18	as	as	ADP
easat-7048	189	19	a	a	DET
easat-7048	189	20	discursive	discursive	ADJ
easat-7048	189	21	technology	technology	NOUN
easat-7048	189	22	itself	itself	PRON
easat-7048	189	23	,	,	PUNCT
easat-7048	189	24	configuring	configure	VERB
easat-7048	189	25	how	how	SCONJ
easat-7048	189	26	responsibility	responsibility	NOUN
easat-7048	189	27	,	,	PUNCT
easat-7048	189	28	innovation	innovation	NOUN
easat-7048	189	29	,	,	PUNCT
easat-7048	189	30	and	and	CCONJ
easat-7048	189	31	legitimacy	legitimacy	NOUN
easat-7048	189	32	are	be	AUX
easat-7048	189	33	articulated	articulate	VERB
easat-7048	189	34	in	in	ADP
easat-7048	189	35	a	a	DET
easat-7048	189	36	globally	globally	ADV
easat-7048	189	37	decentralized	decentralize	VERB
easat-7048	189	38	financial	financial	ADJ
easat-7048	189	39	ecosystem	ecosystem	NOUN
easat-7048	189	40	.	.	PUNCT
easat-7048	190	1	taken	take	VERB
easat-7048	190	2	together	together	ADV
easat-7048	190	3	,	,	PUNCT
easat-7048	190	4	these	these	DET
easat-7048	190	5	insights	insight	NOUN
easat-7048	190	6	point	point	VERB
easat-7048	190	7	toward	toward	ADP
easat-7048	190	8	the	the	DET
easat-7048	190	9	need	need	NOUN
easat-7048	190	10	for	for	ADP
easat-7048	190	11	multi	multi	ADJ
easat-7048	190	12	-	-	ADJ
easat-7048	190	13	level	level	ADJ
easat-7048	190	14	interpretive	interpretive	ADJ
easat-7048	190	15	frameworks	framework	NOUN
easat-7048	190	16	that	that	PRON
easat-7048	190	17	consider	consider	VERB
easat-7048	190	18	not	not	PART
easat-7048	190	19	only	only	ADV
easat-7048	190	20	what	what	PRON
easat-7048	190	21	is	be	AUX
easat-7048	190	22	communicated	communicate	VERB
easat-7048	190	23	,	,	PUNCT
easat-7048	190	24	but	but	CCONJ
easat-7048	190	25	also	also	ADV
easat-7048	190	26	how	how	SCONJ
easat-7048	190	27	,	,	PUNCT
easat-7048	190	28	to	to	ADP
easat-7048	190	29	whom	whom	PRON
easat-7048	190	30	,	,	PUNCT
easat-7048	190	31	and	and	CCONJ
easat-7048	190	32	under	under	ADP
easat-7048	190	33	what	what	DET
easat-7048	190	34	constraints	constraint	NOUN
easat-7048	190	35	.	.	PUNCT
easat-7048	191	1	existing	exist	VERB
easat-7048	191	2	esg	esg	NOUN
easat-7048	191	3	rating	rating	NOUN
easat-7048	191	4	models	model	NOUN
easat-7048	191	5	,	,	PUNCT
easat-7048	191	6	often	often	ADV
easat-7048	191	7	quantitative	quantitative	ADJ
easat-7048	191	8	and	and	CCONJ
easat-7048	191	9	checklist	checklist	NOUN
easat-7048	191	10	-	-	PUNCT
easat-7048	191	11	based	base	VERB
easat-7048	191	12	,	,	PUNCT
easat-7048	191	13	may	may	AUX
easat-7048	191	14	fail	fail	VERB
easat-7048	191	15	to	to	PART
easat-7048	191	16	capture	capture	VERB
easat-7048	191	17	the	the	DET
easat-7048	191	18	rhetorical	rhetorical	ADJ
easat-7048	191	19	sophistication	sophistication	NOUN
easat-7048	191	20	and	and	CCONJ
easat-7048	191	21	semantic	semantic	ADJ
easat-7048	191	22	variability	variability	NOUN
easat-7048	191	23	in	in	ADP
easat-7048	191	24	fintech	fintech	NOUN
easat-7048	191	25	narratives	narrative	NOUN
easat-7048	191	26	.	.	PUNCT
easat-7048	192	1	as	as	SCONJ
easat-7048	192	2	vears	vear	NOUN
easat-7048	192	3	and	and	CCONJ
easat-7048	192	4	gillam	gillam	PROPN
easat-7048	192	5	suggest	suggest	VERB
easat-7048	192	6	,	,	PUNCT
easat-7048	192	7	a	a	DET
easat-7048	192	8	more	more	ADV
easat-7048	192	9	inductive	inductive	ADJ
easat-7048	192	10	,	,	PUNCT
easat-7048	192	11	context	context	NOUN
easat-7048	192	12	-	-	PUNCT
easat-7048	192	13	aware	aware	ADJ
easat-7048	192	14	content	content	NOUN
easat-7048	192	15	analysis	analysis	NOUN
easat-7048	192	16	approach	approach	NOUN
easat-7048	192	17	is	be	AUX
easat-7048	192	18	necessary	necessary	ADJ
easat-7048	192	19	to	to	PART
easat-7048	192	20	decode	decode	VERB
easat-7048	192	21	the	the	DET
easat-7048	192	22	semiotics	semiotic	NOUN
easat-7048	192	23	of	of	ADP
easat-7048	192	24	sustainability	sustainability	NOUN
easat-7048	192	25	in	in	ADP
easat-7048	192	26	high	high	ADJ
easat-7048	192	27	-	-	PUNCT
easat-7048	192	28	velocity	velocity	NOUN
easat-7048	192	29	,	,	PUNCT
easat-7048	192	30	tech	tech	NOUN
easat-7048	192	31	-	-	PUNCT
easat-7048	192	32	driven	drive	VERB
easat-7048	192	33	environments	environment	NOUN
easat-7048	192	34	[	[	X
easat-7048	192	35	7	7	NUM
easat-7048	192	36	]	]	PUNCT
easat-7048	192	37	.	.	PUNCT
easat-7048	193	1	future	future	ADJ
easat-7048	193	2	regulatory	regulatory	ADJ
easat-7048	193	3	mechanisms	mechanism	NOUN
easat-7048	193	4	must	must	AUX
easat-7048	193	5	account	account	VERB
easat-7048	193	6	for	for	ADP
easat-7048	193	7	this	this	DET
easat-7048	193	8	interplay	interplay	NOUN
easat-7048	193	9	between	between	ADP
easat-7048	193	10	language	language	NOUN
easat-7048	193	11	,	,	PUNCT
easat-7048	193	12	technology	technology	NOUN
easat-7048	193	13	,	,	PUNCT
easat-7048	193	14	and	and	CCONJ
easat-7048	193	15	governance	governance	NOUN
easat-7048	193	16	,	,	PUNCT
easat-7048	193	17	lest	lest	SCONJ
easat-7048	193	18	esg	esg	NOUN
easat-7048	193	19	communication	communication	NOUN
easat-7048	193	20	remain	remain	VERB
easat-7048	193	21	a	a	DET
easat-7048	193	22	rhetorical	rhetorical	ADJ
easat-7048	193	23	veneer	veneer	NOUN
easat-7048	193	24	over	over	ADP
easat-7048	193	25	unresolved	unresolved	ADJ
easat-7048	193	26	structural	structural	ADJ
easat-7048	193	27	contradictions	contradiction	NOUN
easat-7048	193	28	.	.	PUNCT
easat-7048	194	1	6	6	X
easat-7048	194	2	.	.	X
easat-7048	194	3	conclusion	conclusion	NOUN
easat-7048	194	4	this	this	DET
easat-7048	194	5	study	study	NOUN
easat-7048	194	6	set	set	VERB
easat-7048	194	7	out	out	ADP
easat-7048	194	8	to	to	PART
easat-7048	194	9	interrogate	interrogate	VERB
easat-7048	194	10	how	how	SCONJ
easat-7048	194	11	fintech	fintech	NOUN
easat-7048	194	12	companies	company	NOUN
easat-7048	194	13	articulate	articulate	VERB
easat-7048	194	14	their	their	PRON
easat-7048	194	15	roles	role	NOUN
easat-7048	194	16	in	in	ADP
easat-7048	194	17	environmental	environmental	ADJ
easat-7048	194	18	,	,	PUNCT
easat-7048	194	19	social	social	ADJ
easat-7048	194	20	,	,	PUNCT
easat-7048	194	21	and	and	CCONJ
easat-7048	194	22	governance	governance	NOUN
easat-7048	194	23	matters	matter	VERB
easat-7048	194	24	through	through	ADP
easat-7048	194	25	the	the	DET
easat-7048	194	26	medium	medium	NOUN
easat-7048	194	27	of	of	ADP
easat-7048	194	28	language	language	NOUN
easat-7048	194	29	,	,	PUNCT
easat-7048	194	30	and	and	CCONJ
easat-7048	194	31	what	what	PRON
easat-7048	194	32	such	such	ADJ
easat-7048	194	33	articulation	articulation	NOUN
easat-7048	194	34	reveals	reveal	VERB
easat-7048	194	35	about	about	ADP
easat-7048	194	36	their	their	PRON
easat-7048	194	37	strategic	strategic	ADJ
easat-7048	194	38	positioning	positioning	NOUN
easat-7048	194	39	in	in	ADP
easat-7048	194	40	a	a	DET
easat-7048	194	41	data	data	NOUN
easat-7048	194	42	-	-	PUNCT
easat-7048	194	43	intensive	intensive	ADJ
easat-7048	194	44	,	,	PUNCT
easat-7048	194	45	reputation	reputation	NOUN
easat-7048	194	46	-	-	PUNCT
easat-7048	194	47	sensitive	sensitive	ADJ
easat-7048	194	48	financial	financial	ADJ
easat-7048	194	49	ecosystem	ecosystem	NOUN
easat-7048	194	50	.	.	PUNCT
easat-7048	195	1	by	by	ADP
easat-7048	195	2	constructing	construct	VERB
easat-7048	195	3	a	a	DET
easat-7048	195	4	multilingual	multilingual	ADJ
easat-7048	195	5	,	,	PUNCT
easat-7048	195	6	multi	multi	ADJ
easat-7048	195	7	-	-	ADJ
easat-7048	195	8	source	source	ADJ
easat-7048	195	9	esg	esg	PROPN
easat-7048	195	10	discourse	discourse	NOUN
easat-7048	195	11	corpus	corpus	NOUN
easat-7048	195	12	from	from	ADP
easat-7048	195	13	ten	ten	NUM
easat-7048	195	14	leading	lead	VERB
easat-7048	195	15	fintech	fintech	NOUN
easat-7048	195	16	firms	firm	NOUN
easat-7048	195	17	and	and	CCONJ
easat-7048	195	18	applying	apply	VERB
easat-7048	195	19	a	a	DET
easat-7048	195	20	novel	novel	ADJ
easat-7048	195	21	methodological	methodological	ADJ
easat-7048	195	22	pipeline	pipeline	NOUN
easat-7048	195	23	that	that	PRON
easat-7048	195	24	integrates	integrate	VERB
easat-7048	195	25	sentiment	sentiment	NOUN
easat-7048	195	26	modeling	modeling	NOUN
easat-7048	195	27	,	,	PUNCT
easat-7048	195	28	thematic	thematic	ADJ
easat-7048	195	29	topic	topic	NOUN
easat-7048	195	30	classification	classification	NOUN
easat-7048	195	31	,	,	PUNCT
easat-7048	195	32	and	and	CCONJ
easat-7048	195	33	discourse	discourse	NOUN
easat-7048	195	34	pattern	pattern	NOUN
easat-7048	195	35	quantification	quantification	NOUN
easat-7048	195	36	,	,	PUNCT
easat-7048	195	37	we	we	PRON
easat-7048	195	38	demonstrate	demonstrate	VERB
easat-7048	195	39	that	that	SCONJ
easat-7048	195	40	esg	esg	PROPN
easat-7048	195	41	communication	communication	NOUN
easat-7048	195	42	in	in	ADP
easat-7048	195	43	fintech	fintech	NOUN
easat-7048	195	44	is	be	AUX
easat-7048	195	45	not	not	PART
easat-7048	195	46	merely	merely	ADV
easat-7048	195	47	functional	functional	ADJ
easat-7048	195	48	but	but	CCONJ
easat-7048	195	49	performative	performative	ADJ
easat-7048	195	50	,	,	PUNCT
easat-7048	195	51	highly	highly	ADV
easat-7048	195	52	constructed	construct	VERB
easat-7048	195	53	,	,	PUNCT
easat-7048	195	54	often	often	ADV
easat-7048	195	55	aspirational	aspirational	ADJ
easat-7048	195	56	,	,	PUNCT
easat-7048	195	57	and	and	CCONJ
easat-7048	195	58	contextsensitive	contextsensitive	ADJ
easat-7048	195	59	.	.	PUNCT
easat-7048	196	1	one	one	NUM
easat-7048	196	2	of	of	ADP
easat-7048	196	3	the	the	DET
easat-7048	196	4	central	central	ADJ
easat-7048	196	5	contributions	contribution	NOUN
easat-7048	196	6	of	of	ADP
easat-7048	196	7	this	this	DET
easat-7048	196	8	paper	paper	NOUN
easat-7048	196	9	lies	lie	VERB
easat-7048	196	10	in	in	ADP
easat-7048	196	11	the	the	DET
easat-7048	196	12	development	development	NOUN
easat-7048	196	13	and	and	CCONJ
easat-7048	196	14	operationalization	operationalization	NOUN
easat-7048	196	15	of	of	ADP
easat-7048	196	16	two	two	NUM
easat-7048	196	17	original	original	ADJ
easat-7048	196	18	metrics	metric	NOUN
easat-7048	196	19	:	:	PUNCT
easat-7048	196	20	the	the	DET
easat-7048	196	21	narrative	narrative	ADJ
easat-7048	196	22	concreteness	concreteness	NOUN
easat-7048	196	23	index	index	NOUN
easat-7048	196	24	and	and	CCONJ
easat-7048	196	25	the	the	DET
easat-7048	196	26	strategic	strategic	ADJ
easat-7048	196	27	alignment	alignment	NOUN
easat-7048	196	28	score	score	NOUN
easat-7048	196	29	.	.	PUNCT
easat-7048	197	1	these	these	DET
easat-7048	197	2	metrics	metric	NOUN
easat-7048	197	3	enable	enable	VERB
easat-7048	197	4	a	a	DET
easat-7048	197	5	more	more	ADV
easat-7048	197	6	nuanced	nuanced	ADJ
easat-7048	197	7	assessment	assessment	NOUN
easat-7048	197	8	of	of	ADP
easat-7048	197	9	esg	esg	PROPN
easat-7048	197	10	narratives	narrative	NOUN
easat-7048	197	11	beyond	beyond	ADP
easat-7048	197	12	surface	surface	NOUN
easat-7048	197	13	-	-	PUNCT
easat-7048	197	14	level	level	NOUN
easat-7048	197	15	frequency	frequency	NOUN
easat-7048	197	16	counts	count	NOUN
easat-7048	197	17	,	,	PUNCT
easat-7048	197	18	offering	offer	VERB
easat-7048	197	19	insight	insight	NOUN
easat-7048	197	20	into	into	ADP
easat-7048	197	21	both	both	CCONJ
easat-7048	197	22	the	the	DET
easat-7048	197	23	rhetorical	rhetorical	ADJ
easat-7048	197	24	specificity	specificity	NOUN
easat-7048	197	25	of	of	ADP
easat-7048	197	26	sustainability	sustainability	NOUN
easat-7048	197	27	claims	claim	NOUN
easat-7048	197	28	and	and	CCONJ
easat-7048	197	29	their	their	PRON
easat-7048	197	30	semantic	semantic	ADJ
easat-7048	197	31	alignment	alignment	NOUN
easat-7048	197	32	with	with	ADP
easat-7048	197	33	global	global	ADJ
easat-7048	197	34	development	development	NOUN
easat-7048	197	35	frameworks	framework	NOUN
easat-7048	197	36	such	such	ADJ
easat-7048	197	37	as	as	ADP
easat-7048	197	38	the	the	DET
easat-7048	197	39	united	united	PROPN
easat-7048	197	40	nations	nations	PROPN
easat-7048	197	41	sustainable	sustainable	ADJ
easat-7048	197	42	development	development	NOUN
easat-7048	197	43	goals	goal	NOUN
easat-7048	197	44	.	.	PUNCT
easat-7048	198	1	the	the	DET
easat-7048	198	2	inclusion	inclusion	NOUN
easat-7048	198	3	of	of	ADP
easat-7048	198	4	topic	topic	NOUN
easat-7048	198	5	modeling	modeling	NOUN
easat-7048	198	6	through	through	ADP
easat-7048	198	7	both	both	DET
easat-7048	198	8	latent	latent	ADJ
easat-7048	198	9	dirichlet	dirichlet	PROPN
easat-7048	198	10	allocation	allocation	NOUN
easat-7048	198	11	and	and	CCONJ
easat-7048	198	12	bertopic	bertopic	NOUN
easat-7048	198	13	,	,	PUNCT
easat-7048	198	14	supported	support	VERB
easat-7048	198	15	by	by	ADP
easat-7048	198	16	1019	1019	NUM
easat-7048	198	17	edelweiss	edelweiss	PROPN
easat-7048	198	18	applied	apply	VERB
easat-7048	198	19	science	science	NOUN
easat-7048	198	20	and	and	CCONJ
easat-7048	198	21	technology	technology	NOUN
easat-7048	198	22	issn	issn	PROPN
easat-7048	198	23	:	:	PUNCT
easat-7048	198	24	2576	2576	NUM
easat-7048	198	25	-	-	SYM
easat-7048	198	26	8484	8484	NUM
easat-7048	198	27	vol	vol	NOUN
easat-7048	198	28	.	.	PROPN
easat-7048	199	1	9	9	NUM
easat-7048	199	2	,	,	PUNCT
easat-7048	199	3	no	no	INTJ
easat-7048	199	4	.	.	NOUN
easat-7048	199	5	5	5	NUM
easat-7048	199	6	:	:	PUNCT
easat-7048	199	7	1010	1010	NUM
easat-7048	199	8	-	-	SYM
easat-7048	199	9	1020	1020	NUM
easat-7048	199	10	,	,	PUNCT
easat-7048	199	11	2025	2025	NUM
easat-7048	199	12	doi	doi	NOUN
easat-7048	199	13	:	:	PUNCT
easat-7048	199	14	10.55214/25768484.v9i5.7048	10.55214/25768484.v9i5.7048	PROPN
easat-7048	199	15	©	©	PROPN
easat-7048	199	16	2025	2025	NUM
easat-7048	199	17	by	by	ADP
easat-7048	199	18	the	the	DET
easat-7048	199	19	author	author	NOUN
easat-7048	199	20	;	;	PUNCT
easat-7048	199	21	licensee	licensee	PROPN
easat-7048	199	22	learning	learn	VERB
easat-7048	199	23	gate	gate	PROPN
easat-7048	199	24	sentence	sentence	NOUN
easat-7048	199	25	-	-	PUNCT
easat-7048	199	26	bert	bert	NOUN
easat-7048	199	27	embeddings	embedding	NOUN
easat-7048	199	28	,	,	PUNCT
easat-7048	199	29	further	far	ADV
easat-7048	199	30	allowed	allow	VERB
easat-7048	199	31	us	we	PRON
easat-7048	199	32	to	to	PART
easat-7048	199	33	move	move	VERB
easat-7048	199	34	from	from	ADP
easat-7048	199	35	word	word	NOUN
easat-7048	199	36	-	-	PUNCT
easat-7048	199	37	level	level	NOUN
easat-7048	199	38	statistics	statistic	NOUN
easat-7048	199	39	to	to	ADP
easat-7048	199	40	document	document	NOUN
easat-7048	199	41	-	-	PUNCT
easat-7048	199	42	level	level	NOUN
easat-7048	199	43	discourse	discourse	NOUN
easat-7048	199	44	structure	structure	NOUN
easat-7048	199	45	,	,	PUNCT
easat-7048	199	46	an	an	DET
easat-7048	199	47	advancement	advancement	NOUN
easat-7048	199	48	over	over	ADP
easat-7048	199	49	more	more	ADV
easat-7048	199	50	rigid	rigid	ADJ
easat-7048	199	51	,	,	PUNCT
easat-7048	199	52	keyword	keyword	NOUN
easat-7048	199	53	-	-	PUNCT
easat-7048	199	54	based	base	VERB
easat-7048	199	55	esg	esg	PROPN
easat-7048	199	56	analytics	analytic	NOUN
easat-7048	199	57	.	.	PUNCT
easat-7048	200	1	findings	finding	NOUN
easat-7048	200	2	reveal	reveal	VERB
easat-7048	200	3	a	a	DET
easat-7048	200	4	general	general	ADJ
easat-7048	200	5	positivity	positivity	NOUN
easat-7048	200	6	bias	bias	NOUN
easat-7048	200	7	in	in	ADP
easat-7048	200	8	esg	esg	PROPN
easat-7048	200	9	sentiment	sentiment	NOUN
easat-7048	200	10	,	,	PUNCT
easat-7048	200	11	consistent	consistent	ADJ
easat-7048	200	12	with	with	ADP
easat-7048	200	13	prior	prior	ADJ
easat-7048	200	14	research	research	NOUN
easat-7048	200	15	on	on	ADP
easat-7048	200	16	strategic	strategic	ADJ
easat-7048	200	17	signaling	signaling	NOUN
easat-7048	200	18	,	,	PUNCT
easat-7048	200	19	but	but	CCONJ
easat-7048	200	20	also	also	ADV
easat-7048	200	21	expose	expose	VERB
easat-7048	200	22	asymmetries	asymmetry	NOUN
easat-7048	200	23	:	:	PUNCT
easat-7048	200	24	environmental	environmental	ADJ
easat-7048	200	25	and	and	CCONJ
easat-7048	200	26	social	social	ADJ
easat-7048	200	27	dimensions	dimension	NOUN
easat-7048	200	28	dominate	dominate	VERB
easat-7048	200	29	the	the	DET
easat-7048	200	30	discourse	discourse	NOUN
easat-7048	200	31	while	while	SCONJ
easat-7048	200	32	governance	governance	NOUN
easat-7048	200	33	,	,	PUNCT
easat-7048	200	34	despite	despite	SCONJ
easat-7048	200	35	its	its	PRON
easat-7048	200	36	structural	structural	ADJ
easat-7048	200	37	importance	importance	NOUN
easat-7048	200	38	in	in	ADP
easat-7048	200	39	digital	digital	ADJ
easat-7048	200	40	finance	finance	NOUN
easat-7048	200	41	,	,	PUNCT
easat-7048	200	42	remains	remain	VERB
easat-7048	200	43	marginal	marginal	ADJ
easat-7048	200	44	.	.	PUNCT
easat-7048	201	1	this	this	DET
easat-7048	201	2	absence	absence	NOUN
easat-7048	201	3	may	may	AUX
easat-7048	201	4	reflect	reflect	VERB
easat-7048	201	5	both	both	DET
easat-7048	201	6	rhetorical	rhetorical	ADJ
easat-7048	201	7	intentionality	intentionality	NOUN
easat-7048	201	8	and	and	CCONJ
easat-7048	201	9	systemic	systemic	ADJ
easat-7048	201	10	gaps	gap	NOUN
easat-7048	201	11	in	in	ADP
easat-7048	201	12	current	current	ADJ
easat-7048	201	13	esg	esg	NOUN
easat-7048	201	14	communication	communication	NOUN
easat-7048	201	15	standards	standard	NOUN
easat-7048	201	16	.	.	PUNCT
easat-7048	202	1	fintech	fintech	NOUN
easat-7048	202	2	firms	firm	NOUN
easat-7048	202	3	,	,	PUNCT
easat-7048	202	4	it	it	PRON
easat-7048	202	5	seems	seem	VERB
easat-7048	202	6	,	,	PUNCT
easat-7048	202	7	prefer	prefer	VERB
easat-7048	202	8	to	to	PART
easat-7048	202	9	showcase	showcase	VERB
easat-7048	202	10	innovations	innovation	NOUN
easat-7048	202	11	in	in	ADP
easat-7048	202	12	clean	clean	ADJ
easat-7048	202	13	energy	energy	NOUN
easat-7048	202	14	financing	financing	NOUN
easat-7048	202	15	and	and	CCONJ
easat-7048	202	16	financial	financial	ADJ
easat-7048	202	17	inclusion	inclusion	NOUN
easat-7048	202	18	while	while	SCONJ
easat-7048	202	19	remaining	remain	VERB
easat-7048	202	20	relatively	relatively	ADV
easat-7048	202	21	silent	silent	ADJ
easat-7048	202	22	on	on	ADP
easat-7048	202	23	issues	issue	NOUN
easat-7048	202	24	like	like	ADP
easat-7048	202	25	algorithmic	algorithmic	ADJ
easat-7048	202	26	accountability	accountability	NOUN
easat-7048	202	27	or	or	CCONJ
easat-7048	202	28	boardlevel	boardlevel	NOUN
easat-7048	202	29	governance	governance	NOUN
easat-7048	202	30	structures	structure	NOUN
easat-7048	202	31	.	.	PUNCT
easat-7048	203	1	such	such	DET
easat-7048	203	2	a	a	DET
easat-7048	203	3	discursive	discursive	ADJ
easat-7048	203	4	pattern	pattern	NOUN
easat-7048	203	5	mirrors	mirror	VERB
easat-7048	203	6	the	the	DET
easat-7048	203	7	findings	finding	NOUN
easat-7048	203	8	of	of	ADP
easat-7048	203	9	governance	governance	NOUN
easat-7048	203	10	scholars	scholar	NOUN
easat-7048	203	11	who	who	PRON
easat-7048	203	12	warn	warn	VERB
easat-7048	203	13	against	against	ADP
easat-7048	203	14	the	the	DET
easat-7048	203	15	substitution	substitution	NOUN
easat-7048	203	16	of	of	ADP
easat-7048	203	17	symbolic	symbolic	ADJ
easat-7048	203	18	esg	esg	PROPN
easat-7048	203	19	alignment	alignment	NOUN
easat-7048	203	20	for	for	ADP
easat-7048	203	21	substantive	substantive	ADJ
easat-7048	203	22	internal	internal	ADJ
easat-7048	203	23	reform	reform	NOUN
easat-7048	203	24	.	.	PUNCT
easat-7048	204	1	beyond	beyond	ADP
easat-7048	204	2	its	its	PRON
easat-7048	204	3	empirical	empirical	ADJ
easat-7048	204	4	contributions	contribution	NOUN
easat-7048	204	5	,	,	PUNCT
easat-7048	204	6	this	this	DET
easat-7048	204	7	research	research	NOUN
easat-7048	204	8	also	also	ADV
easat-7048	204	9	offers	offer	VERB
easat-7048	204	10	a	a	DET
easat-7048	204	11	methodological	methodological	ADJ
easat-7048	204	12	provocation	provocation	NOUN
easat-7048	204	13	.	.	PUNCT
easat-7048	205	1	existing	exist	VERB
easat-7048	205	2	esg	esg	NOUN
easat-7048	205	3	analysis	analysis	NOUN
easat-7048	205	4	frameworks	framework	NOUN
easat-7048	205	5	are	be	AUX
easat-7048	205	6	largely	largely	ADV
easat-7048	205	7	quantitative	quantitative	ADJ
easat-7048	205	8	,	,	PUNCT
easat-7048	205	9	rating	rating	NOUN
easat-7048	205	10	-	-	PUNCT
easat-7048	205	11	oriented	orient	VERB
easat-7048	205	12	,	,	PUNCT
easat-7048	205	13	or	or	CCONJ
easat-7048	205	14	compliance	compliance	NOUN
easat-7048	205	15	-	-	PUNCT
easat-7048	205	16	driven	drive	VERB
easat-7048	205	17	.	.	PUNCT
easat-7048	206	1	our	our	PRON
easat-7048	206	2	approach	approach	NOUN
easat-7048	206	3	,	,	PUNCT
easat-7048	206	4	drawing	draw	VERB
easat-7048	206	5	on	on	ADP
easat-7048	206	6	content	content	NOUN
easat-7048	206	7	semantics	semantic	NOUN
easat-7048	206	8	,	,	PUNCT
easat-7048	206	9	computational	computational	ADJ
easat-7048	206	10	linguistics	linguistic	NOUN
easat-7048	206	11	,	,	PUNCT
easat-7048	206	12	and	and	CCONJ
easat-7048	206	13	cross	cross	ADJ
easat-7048	206	14	-	-	ADJ
easat-7048	206	15	sectoral	sectoral	ADJ
easat-7048	206	16	theory	theory	NOUN
easat-7048	206	17	,	,	PUNCT
easat-7048	206	18	suggests	suggest	VERB
easat-7048	206	19	that	that	SCONJ
easat-7048	206	20	language	language	NOUN
easat-7048	206	21	itself	itself	PRON
easat-7048	206	22	should	should	AUX
easat-7048	206	23	be	be	AUX
easat-7048	206	24	a	a	DET
easat-7048	206	25	core	core	ADJ
easat-7048	206	26	analytical	analytical	ADJ
easat-7048	206	27	unit	unit	NOUN
easat-7048	206	28	in	in	ADP
easat-7048	206	29	esg	esg	PROPN
easat-7048	206	30	assessment	assessment	NOUN
easat-7048	206	31	.	.	PUNCT
easat-7048	207	1	the	the	DET
easat-7048	207	2	esg	esg	PROPN
easat-7048	207	3	narrative	narrative	NOUN
easat-7048	207	4	is	be	AUX
easat-7048	207	5	not	not	PART
easat-7048	207	6	a	a	DET
easat-7048	207	7	neutral	neutral	ADJ
easat-7048	207	8	carrier	carrier	NOUN
easat-7048	207	9	of	of	ADP
easat-7048	207	10	metrics	metric	NOUN
easat-7048	207	11	but	but	CCONJ
easat-7048	207	12	a	a	DET
easat-7048	207	13	discursive	discursive	ADJ
easat-7048	207	14	field	field	NOUN
easat-7048	207	15	shaped	shape	VERB
easat-7048	207	16	by	by	ADP
easat-7048	207	17	institutional	institutional	ADJ
easat-7048	207	18	pressure	pressure	NOUN
easat-7048	207	19	,	,	PUNCT
easat-7048	207	20	technological	technological	ADJ
easat-7048	207	21	capability	capability	NOUN
easat-7048	207	22	,	,	PUNCT
easat-7048	207	23	and	and	CCONJ
easat-7048	207	24	strategic	strategic	ADJ
easat-7048	207	25	ambition	ambition	NOUN
easat-7048	207	26	.	.	PUNCT
easat-7048	208	1	this	this	PRON
easat-7048	208	2	is	be	AUX
easat-7048	208	3	particularly	particularly	ADV
easat-7048	208	4	salient	salient	ADJ
easat-7048	208	5	in	in	ADP
easat-7048	208	6	fintech	fintech	NOUN
easat-7048	208	7	,	,	PUNCT
easat-7048	208	8	where	where	SCONJ
easat-7048	208	9	platform	platform	NOUN
easat-7048	208	10	architectures	architecture	NOUN
easat-7048	208	11	and	and	CCONJ
easat-7048	208	12	algorithmic	algorithmic	ADJ
easat-7048	208	13	logics	logic	NOUN
easat-7048	208	14	further	far	ADV
easat-7048	208	15	mediate	mediate	VERB
easat-7048	208	16	how	how	SCONJ
easat-7048	208	17	esg	esg	PROPN
easat-7048	208	18	values	value	NOUN
easat-7048	208	19	are	be	AUX
easat-7048	208	20	not	not	PART
easat-7048	208	21	only	only	ADV
easat-7048	208	22	reported	report	VERB
easat-7048	208	23	but	but	CCONJ
easat-7048	208	24	enacted	enact	VERB
easat-7048	208	25	and	and	CCONJ
easat-7048	208	26	circulated	circulate	VERB
easat-7048	208	27	.	.	PUNCT
easat-7048	209	1	we	we	PRON
easat-7048	209	2	acknowledge	acknowledge	VERB
easat-7048	209	3	several	several	ADJ
easat-7048	209	4	limitations	limitation	NOUN
easat-7048	209	5	.	.	PUNCT
easat-7048	210	1	first	first	ADV
easat-7048	210	2	,	,	PUNCT
easat-7048	210	3	while	while	SCONJ
easat-7048	210	4	our	our	PRON
easat-7048	210	5	dataset	dataset	NOUN
easat-7048	210	6	is	be	AUX
easat-7048	210	7	diversified	diversify	VERB
easat-7048	210	8	across	across	ADP
easat-7048	210	9	geography	geography	NOUN
easat-7048	210	10	,	,	PUNCT
easat-7048	210	11	language	language	NOUN
easat-7048	210	12	,	,	PUNCT
easat-7048	210	13	and	and	CCONJ
easat-7048	210	14	communication	communication	NOUN
easat-7048	210	15	channels	channel	NOUN
easat-7048	210	16	,	,	PUNCT
easat-7048	210	17	it	it	PRON
easat-7048	210	18	remains	remain	VERB
easat-7048	210	19	limited	limited	ADJ
easat-7048	210	20	to	to	ADP
easat-7048	210	21	publicly	publicly	ADV
easat-7048	210	22	available	available	ADJ
easat-7048	210	23	texts	text	NOUN
easat-7048	210	24	.	.	PUNCT
easat-7048	211	1	second	second	ADJ
easat-7048	211	2	,	,	PUNCT
easat-7048	211	3	sentiment	sentiment	NOUN
easat-7048	211	4	analysis	analysis	NOUN
easat-7048	211	5	models	model	NOUN
easat-7048	211	6	(	(	PUNCT
easat-7048	211	7	e.g.	e.g.	ADV
easat-7048	211	8	,	,	PUNCT
easat-7048	211	9	vader	vader	NOUN
easat-7048	211	10	,	,	PUNCT
easat-7048	211	11	snownlp	snownlp	PROPN
easat-7048	211	12	)	)	PUNCT
easat-7048	211	13	can	can	AUX
easat-7048	211	14	underperform	underperform	VERB
easat-7048	211	15	in	in	ADP
easat-7048	211	16	detecting	detect	VERB
easat-7048	211	17	irony	irony	NOUN
easat-7048	211	18	,	,	PUNCT
easat-7048	211	19	cultural	cultural	ADJ
easat-7048	211	20	nuance	nuance	NOUN
easat-7048	211	21	,	,	PUNCT
easat-7048	211	22	or	or	CCONJ
easat-7048	211	23	mixed	mixed	ADJ
easat-7048	211	24	evaluations	evaluation	NOUN
easat-7048	211	25	.	.	PUNCT
easat-7048	212	1	third	third	ADJ
easat-7048	212	2	,	,	PUNCT
easat-7048	212	3	thematic	thematic	ADJ
easat-7048	212	4	modeling	modeling	NOUN
easat-7048	212	5	may	may	AUX
easat-7048	212	6	miss	miss	VERB
easat-7048	212	7	less	less	ADV
easat-7048	212	8	frequent	frequent	ADJ
easat-7048	212	9	but	but	CCONJ
easat-7048	212	10	semantically	semantically	ADV
easat-7048	212	11	important	important	ADJ
easat-7048	212	12	discursive	discursive	ADJ
easat-7048	212	13	moves	move	NOUN
easat-7048	212	14	.	.	PUNCT
easat-7048	213	1	these	these	DET
easat-7048	213	2	limitations	limitation	NOUN
easat-7048	213	3	,	,	PUNCT
easat-7048	213	4	however	however	ADV
easat-7048	213	5	,	,	PUNCT
easat-7048	213	6	open	open	ADJ
easat-7048	213	7	pathways	pathway	NOUN
easat-7048	213	8	for	for	ADP
easat-7048	213	9	future	future	ADJ
easat-7048	213	10	work	work	NOUN
easat-7048	213	11	:	:	PUNCT
easat-7048	213	12	for	for	ADP
easat-7048	213	13	instance	instance	NOUN
easat-7048	213	14	,	,	PUNCT
easat-7048	213	15	incorporating	incorporate	VERB
easat-7048	213	16	human	human	ADJ
easat-7048	213	17	-	-	PUNCT
easat-7048	213	18	coded	code	VERB
easat-7048	213	19	training	training	NOUN
easat-7048	213	20	data	datum	NOUN
easat-7048	213	21	to	to	ADP
easat-7048	213	22	fine	fine	ADJ
easat-7048	213	23	-	-	PUNCT
easat-7048	213	24	tune	tune	NOUN
easat-7048	213	25	esg	esg	NOUN
easat-7048	213	26	-	-	PUNCT
easat-7048	213	27	specific	specific	ADJ
easat-7048	213	28	transformer	transformer	NOUN
easat-7048	213	29	models	model	NOUN
easat-7048	213	30	,	,	PUNCT
easat-7048	213	31	integrating	integrate	VERB
easat-7048	213	32	multimodal	multimodal	NOUN
easat-7048	213	33	discourse	discourse	NOUN
easat-7048	213	34	(	(	PUNCT
easat-7048	213	35	e.g.	e.g.	ADV
easat-7048	213	36	,	,	PUNCT
easat-7048	213	37	videos	video	NOUN
easat-7048	213	38	,	,	PUNCT
easat-7048	213	39	podcasts	podcast	NOUN
easat-7048	213	40	)	)	PUNCT
easat-7048	213	41	,	,	PUNCT
easat-7048	213	42	or	or	CCONJ
easat-7048	213	43	tracing	trace	VERB
easat-7048	213	44	narrative	narrative	NOUN
easat-7048	213	45	evolution	evolution	NOUN
easat-7048	213	46	longitudinally	longitudinally	ADV
easat-7048	213	47	across	across	ADP
easat-7048	213	48	regulatory	regulatory	ADJ
easat-7048	213	49	milestones	milestone	NOUN
easat-7048	213	50	such	such	ADJ
easat-7048	213	51	as	as	ADP
easat-7048	213	52	the	the	DET
easat-7048	213	53	eu	eu	PROPN
easat-7048	213	54	csrd	csrd	NOUN
easat-7048	213	55	.	.	PUNCT
easat-7048	214	1	in	in	ADP
easat-7048	214	2	conclusion	conclusion	NOUN
easat-7048	214	3	,	,	PUNCT
easat-7048	214	4	this	this	DET
easat-7048	214	5	study	study	NOUN
easat-7048	214	6	argues	argue	VERB
easat-7048	214	7	that	that	SCONJ
easat-7048	214	8	fintech	fintech	NOUN
easat-7048	214	9	firms	firm	NOUN
easat-7048	214	10	are	be	AUX
easat-7048	214	11	not	not	PART
easat-7048	214	12	peripheral	peripheral	ADJ
easat-7048	214	13	actors	actor	NOUN
easat-7048	214	14	in	in	ADP
easat-7048	214	15	the	the	DET
easat-7048	214	16	esg	esg	PROPN
easat-7048	214	17	ecosystem	ecosystem	NOUN
easat-7048	214	18	but	but	CCONJ
easat-7048	214	19	are	be	AUX
easat-7048	214	20	increasingly	increasingly	ADV
easat-7048	214	21	central	central	ADJ
easat-7048	214	22	in	in	ADP
easat-7048	214	23	shaping	shape	VERB
easat-7048	214	24	how	how	SCONJ
easat-7048	214	25	sustainability	sustainability	NOUN
easat-7048	214	26	is	be	AUX
easat-7048	214	27	understood	understand	VERB
easat-7048	214	28	,	,	PUNCT
easat-7048	214	29	communicated	communicate	VERB
easat-7048	214	30	,	,	PUNCT
easat-7048	214	31	and	and	CCONJ
easat-7048	214	32	legitimized	legitimize	VERB
easat-7048	214	33	.	.	PUNCT
easat-7048	215	1	the	the	DET
easat-7048	215	2	future	future	NOUN
easat-7048	215	3	of	of	ADP
easat-7048	215	4	esg	esg	PROPN
easat-7048	215	5	is	be	AUX
easat-7048	215	6	not	not	PART
easat-7048	215	7	just	just	ADV
easat-7048	215	8	numeric	numeric	ADJ
easat-7048	215	9	or	or	CCONJ
easat-7048	215	10	performative	performative	ADJ
easat-7048	215	11	,	,	PUNCT
easat-7048	215	12	but	but	CCONJ
easat-7048	215	13	linguistic	linguistic	ADJ
easat-7048	215	14	and	and	CCONJ
easat-7048	215	15	dialogic	dialogic	ADJ
easat-7048	215	16	,	,	PUNCT
easat-7048	215	17	and	and	CCONJ
easat-7048	215	18	it	it	PRON
easat-7048	215	19	is	be	AUX
easat-7048	215	20	time	time	NOUN
easat-7048	215	21	both	both	DET
easat-7048	215	22	scholars	scholar	NOUN
easat-7048	215	23	and	and	CCONJ
easat-7048	215	24	practitioners	practitioner	NOUN
easat-7048	215	25	treated	treat	VERB
easat-7048	215	26	it	it	PRON
easat-7048	215	27	as	as	ADP
easat-7048	215	28	such	such	ADJ
easat-7048	215	29	.	.	PUNCT
easat-7048	216	1	transparency	transparency	NOUN
easat-7048	216	2	:	:	PUNCT
easat-7048	216	3	the	the	DET
easat-7048	216	4	author	author	NOUN
easat-7048	216	5	confirms	confirm	VERB
easat-7048	216	6	that	that	SCONJ
easat-7048	216	7	the	the	DET
easat-7048	216	8	manuscript	manuscript	NOUN
easat-7048	216	9	is	be	AUX
easat-7048	216	10	an	an	DET
easat-7048	216	11	honest	honest	ADJ
easat-7048	216	12	,	,	PUNCT
easat-7048	216	13	accurate	accurate	ADJ
easat-7048	216	14	,	,	PUNCT
easat-7048	216	15	and	and	CCONJ
easat-7048	216	16	transparent	transparent	ADJ
easat-7048	216	17	account	account	NOUN
easat-7048	216	18	of	of	ADP
easat-7048	216	19	the	the	DET
easat-7048	216	20	study	study	NOUN
easat-7048	216	21	;	;	PUNCT
easat-7048	216	22	that	that	SCONJ
easat-7048	216	23	no	no	DET
easat-7048	216	24	vital	vital	ADJ
easat-7048	216	25	features	feature	NOUN
easat-7048	216	26	of	of	ADP
easat-7048	216	27	the	the	DET
easat-7048	216	28	study	study	NOUN
easat-7048	216	29	have	have	AUX
easat-7048	216	30	been	be	AUX
easat-7048	216	31	omitted	omit	VERB
easat-7048	216	32	;	;	PUNCT
easat-7048	216	33	and	and	CCONJ
easat-7048	216	34	that	that	SCONJ
easat-7048	216	35	any	any	DET
easat-7048	216	36	discrepancies	discrepancy	NOUN
easat-7048	216	37	from	from	ADP
easat-7048	216	38	the	the	DET
easat-7048	216	39	study	study	NOUN
easat-7048	216	40	as	as	SCONJ
easat-7048	216	41	planned	plan	VERB
easat-7048	216	42	have	have	AUX
easat-7048	216	43	been	be	AUX
easat-7048	216	44	explained	explain	VERB
easat-7048	216	45	.	.	PUNCT
easat-7048	217	1	this	this	DET
easat-7048	217	2	study	study	NOUN
easat-7048	217	3	followed	follow	VERB
easat-7048	217	4	all	all	DET
easat-7048	217	5	ethical	ethical	ADJ
easat-7048	217	6	practices	practice	NOUN
easat-7048	217	7	during	during	ADP
easat-7048	217	8	writing	writing	NOUN
easat-7048	217	9	.	.	PUNCT
easat-7048	218	1	copyright	copyright	NOUN
easat-7048	218	2	:	:	PUNCT
easat-7048	218	3	©	©	PROPN
easat-7048	218	4	2025	2025	NUM
easat-7048	218	5	by	by	ADP
easat-7048	218	6	the	the	DET
easat-7048	218	7	author	author	NOUN
easat-7048	218	8	.	.	PUNCT
easat-7048	219	1	this	this	DET
easat-7048	219	2	open	open	ADJ
easat-7048	219	3	-	-	PUNCT
easat-7048	219	4	access	access	NOUN
easat-7048	219	5	article	article	NOUN
easat-7048	219	6	is	be	AUX
easat-7048	219	7	distributed	distribute	VERB
easat-7048	219	8	under	under	ADP
easat-7048	219	9	the	the	DET
easat-7048	219	10	terms	term	NOUN
easat-7048	219	11	and	and	CCONJ
easat-7048	219	12	conditions	condition	NOUN
easat-7048	219	13	of	of	ADP
easat-7048	219	14	the	the	DET
easat-7048	219	15	creative	creative	ADJ
easat-7048	219	16	commons	common	NOUN
easat-7048	219	17	attribution	attribution	NOUN
easat-7048	219	18	(	(	PUNCT
easat-7048	219	19	cc	cc	NOUN
easat-7048	219	20	by	by	ADP
easat-7048	219	21	)	)	PUNCT
easat-7048	219	22	license	license	NOUN
easat-7048	219	23	(	(	PUNCT
easat-7048	219	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-7048	219	25	)	)	PUNCT
easat-7048	219	26	.	.	PUNCT
easat-7048	220	1	references	reference	NOUN
easat-7048	220	2	[	[	X
easat-7048	220	3	1	1	NUM
easat-7048	220	4	]	]	PUNCT
easat-7048	220	5	f.	f.	PROPN
easat-7048	220	6	giglio	giglio	PROPN
easat-7048	220	7	,	,	PUNCT
easat-7048	220	8	"	"	PUNCT
easat-7048	220	9	fintech	fintech	NOUN
easat-7048	220	10	:	:	PUNCT
easat-7048	220	11	a	a	DET
easat-7048	220	12	literature	literature	NOUN
easat-7048	220	13	review	review	NOUN
easat-7048	220	14	,	,	PUNCT
easat-7048	220	15	"	"	PUNCT
easat-7048	220	16	european	european	ADJ
easat-7048	220	17	research	research	PROPN
easat-7048	220	18	studies	study	NOUN
easat-7048	220	19	journal	journal	NOUN
easat-7048	220	20	,	,	PUNCT
easat-7048	220	21	vol	vol	NOUN
easat-7048	220	22	.	.	PROPN
easat-7048	221	1	24	24	NUM
easat-7048	221	2	,	,	PUNCT
easat-7048	221	3	no	no	INTJ
easat-7048	221	4	.	.	PUNCT
easat-7048	222	1	2b	2b	NOUN
easat-7048	222	2	,	,	PUNCT
easat-7048	222	3	pp	pp	ADJ
easat-7048	222	4	.	.	PUNCT
easat-7048	223	1	600	600	NUM
easat-7048	223	2	-	-	NUM
easat-7048	223	3	627	627	NUM
easat-7048	223	4	,	,	PUNCT
easat-7048	223	5	2021	2021	NUM
easat-7048	223	6	.	.	PUNCT
easat-7048	224	1	https://doi.org/10.35808/ersj/2254	https://doi.org/10.35808/ersj/2254	PROPN
easat-7048	225	1	[	[	X
easat-7048	225	2	2	2	NUM
easat-7048	225	3	]	]	PUNCT
easat-7048	225	4	a.	a.	NOUN
easat-7048	225	5	takeda	takeda	NOUN
easat-7048	225	6	and	and	CCONJ
easat-7048	225	7	y.	y.	PROPN
easat-7048	225	8	ito	ito	PROPN
easat-7048	225	9	,	,	PUNCT
easat-7048	225	10	"	"	PUNCT
easat-7048	225	11	a	a	DET
easat-7048	225	12	review	review	NOUN
easat-7048	225	13	of	of	ADP
easat-7048	225	14	fintech	fintech	NOUN
easat-7048	225	15	research	research	NOUN
easat-7048	225	16	,	,	PUNCT
easat-7048	225	17	"	"	PUNCT
easat-7048	225	18	international	international	ADJ
easat-7048	225	19	journal	journal	NOUN
easat-7048	225	20	of	of	ADP
easat-7048	225	21	technology	technology	NOUN
easat-7048	225	22	management	management	NOUN
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easat-7048	225	24	vol	vol	NOUN
easat-7048	225	25	.	.	PROPN
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easat-7048	225	29	.	.	NOUN
easat-7048	225	30	1	1	NUM
easat-7048	225	31	,	,	PUNCT
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easat-7048	225	33	.	.	PUNCT
easat-7048	226	1	67	67	NUM
easat-7048	226	2	-	-	SYM
easat-7048	226	3	88	88	NUM
easat-7048	226	4	,	,	PUNCT
easat-7048	226	5	2021	2021	NUM
easat-7048	226	6	.	.	PUNCT
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easat-7048	228	1	[	[	X
easat-7048	228	2	3	3	X
easat-7048	228	3	]	]	PUNCT
easat-7048	228	4	t.	t.	PROPN
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easat-7048	228	7	a.	a.	PROPN
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easat-7048	228	13	,	,	PUNCT
easat-7048	228	14	"	"	PUNCT
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easat-7048	228	16	lending	lending	NOUN
easat-7048	228	17	,	,	PUNCT
easat-7048	228	18	"	"	PUNCT
easat-7048	228	19	annual	annual	ADJ
easat-7048	228	20	review	review	NOUN
easat-7048	228	21	of	of	ADP
easat-7048	228	22	financial	financial	ADJ
easat-7048	228	23	economics	economic	NOUN
easat-7048	228	24	,	,	PUNCT
easat-7048	228	25	vol	vol	NOUN
easat-7048	228	26	.	.	PROPN
easat-7048	229	1	14	14	NUM
easat-7048	229	2	,	,	PUNCT
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easat-7048	229	5	1	1	NUM
easat-7048	229	6	,	,	PUNCT
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easat-7048	229	8	.	.	PUNCT
easat-7048	230	1	187	187	NUM
easat-7048	230	2	-	-	SYM
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easat-7048	230	4	,	,	PUNCT
easat-7048	230	5	2022	2022	NUM
easat-7048	230	6	.	.	PUNCT
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easat-7048	231	2	[	[	X
easat-7048	231	3	4	4	X
easat-7048	231	4	]	]	PUNCT
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easat-7048	231	13	,	,	PUNCT
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easat-7048	231	17	m.	m.	PROPN
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easat-7048	231	20	and	and	CCONJ
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easat-7048	231	29	esg	esg	PROPN
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easat-7048	231	36	environmental	environmental	ADJ
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easat-7048	231	38	social	social	ADJ
easat-7048	231	39	,	,	PUNCT
easat-7048	231	40	and	and	CCONJ
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easat-7048	231	43	,	,	PUNCT
easat-7048	231	44	"	"	PUNCT
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easat-7048	231	46	research	research	NOUN
easat-7048	231	47	letters	letter	NOUN
easat-7048	231	48	,	,	PUNCT
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easat-7048	231	55	,	,	PUNCT
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easat-7048	231	57	.	.	PUNCT
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easat-7048	232	2	5	5	NUM
easat-7048	232	3	]	]	PUNCT
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easat-7048	232	5	.	.	PUNCT
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easat-7048	233	2	,	,	PUNCT
easat-7048	233	3	c.-l	c.-l	PROPN
easat-7048	233	4	.	.	PUNCT
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easat-7048	234	2	,	,	PUNCT
easat-7048	234	3	and	and	CCONJ
easat-7048	234	4	y.	y.	PROPN
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easat-7048	234	6	,	,	PUNCT
easat-7048	234	7	"	"	PUNCT
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easat-7048	234	10	esg	esg	PROPN
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easat-7048	234	12	,	,	PUNCT
easat-7048	234	13	reporting	reporting	NOUN
easat-7048	234	14	,	,	PUNCT
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easat-7048	234	16	communicating	communicate	VERB
easat-7048	234	17	education	education	NOUN
easat-7048	234	18	:	:	PUNCT
easat-7048	234	19	using	use	VERB
easat-7048	234	20	partner	partner	NOUN
easat-7048	234	21	maps	map	NOUN
easat-7048	234	22	for	for	ADP
easat-7048	234	23	capability	capability	NOUN
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easat-7048	234	25	design	design	NOUN
easat-7048	234	26	,	,	PUNCT
easat-7048	234	27	"	"	PUNCT
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easat-7048	234	29	in	in	ADP
easat-7048	234	30	environmental	environmental	ADJ
easat-7048	234	31	science	science	NOUN
easat-7048	234	32	,	,	PUNCT
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easat-7048	234	34	.	.	PROPN
easat-7048	234	35	11	11	NUM
easat-7048	234	36	,	,	PUNCT
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easat-7048	234	39	,	,	PUNCT
easat-7048	234	40	2023	2023	NUM
easat-7048	234	41	.	.	PUNCT
easat-7048	235	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
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easat-7048	235	9	and	and	CCONJ
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easat-7048	235	11	issn	issn	PROPN
easat-7048	235	12	:	:	PUNCT
easat-7048	235	13	2576	2576	NUM
easat-7048	235	14	-	-	SYM
easat-7048	235	15	8484	8484	NUM
easat-7048	235	16	vol	vol	NOUN
easat-7048	235	17	.	.	PROPN
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easat-7048	236	6	:	:	PUNCT
easat-7048	236	7	1010	1010	NUM
easat-7048	236	8	-	-	SYM
easat-7048	236	9	1020	1020	NUM
easat-7048	236	10	,	,	PUNCT
easat-7048	236	11	2025	2025	NUM
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easat-7048	236	13	:	:	PUNCT
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easat-7048	236	16	2025	2025	NUM
easat-7048	236	17	by	by	ADP
easat-7048	236	18	the	the	DET
easat-7048	236	19	author	author	NOUN
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easat-7048	236	22	learning	learning	NOUN
easat-7048	236	23	gate	gate	NOUN
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easat-7048	237	2	6	6	NUM
easat-7048	237	3	]	]	PUNCT
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easat-7048	237	5	t.	t.	PROPN
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easat-7048	237	9	l.	l.	PROPN
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easat-7048	237	11	,	,	PUNCT
easat-7048	237	12	and	and	CCONJ
easat-7048	237	13	a.	a.	NOUN
easat-7048	237	14	s.	s.	PROPN
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easat-7048	237	17	"	"	PUNCT
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easat-7048	238	2	esg	esg	PROPN
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easat-7048	238	4	in	in	ADP
easat-7048	238	5	an	an	DET
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easat-7048	238	7	environment	environment	NOUN
easat-7048	238	8	that	that	PRON
easat-7048	238	9	promote	promote	VERB
easat-7048	238	10	brand	brand	NOUN
easat-7048	238	11	valuation	valuation	NOUN
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easat-7048	238	13	"	"	PUNCT
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easat-7048	238	20	.	.	PROPN
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easat-7048	239	2	,	,	PUNCT
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easat-7048	240	1	1	1	NUM
easat-7048	240	2	-	-	SYM
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easat-7048	241	1	[	[	X
easat-7048	241	2	7	7	X
easat-7048	241	3	]	]	X
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easat-7048	241	15	:	:	PUNCT
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easat-7048	241	22	,	,	PUNCT
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easat-7048	241	29	:	:	PUNCT
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easat-7048	241	43	,	,	PUNCT
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easat-7048	241	47	-	-	SYM
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easat-7048	241	50	2022	2022	NUM
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easat-7048	242	9	content	content	NOUN
easat-7048	242	10	analysis	analysis	NOUN
easat-7048	242	11	:	:	PUNCT
easat-7048	242	12	a	a	DET
easat-7048	242	13	step	step	NOUN
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easat-7048	243	2	9	9	NUM
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easat-7048	243	14	and	and	CCONJ
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easat-7048	243	26	:	:	PUNCT
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easat-7048	243	29	a	a	DET
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easat-7048	243	31	-	-	PUNCT
easat-7048	243	32	content	content	NOUN
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easat-7048	243	46	2	2	NUM
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easat-7048	243	49	.	.	PUNCT
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easat-7048	244	2	-	-	SYM
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easat-7048	245	1	[	[	X
easat-7048	245	2	10	10	NUM
easat-7048	245	3	]	]	PUNCT
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easat-7048	245	7	"	"	PUNCT
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easat-7048	245	9	reporting	reporting	NOUN
easat-7048	245	10	:	:	PUNCT
easat-7048	245	11	a	a	DET
easat-7048	245	12	financial	financial	ADJ
easat-7048	245	13	reporting	reporting	NOUN
easat-7048	245	14	perspective	perspective	NOUN
easat-7048	245	15	,	,	PUNCT
easat-7048	245	16	"	"	PUNCT
easat-7048	245	17	accounting	account	VERB
easat-7048	245	18	in	in	ADP
easat-7048	245	19	europe	europe	PROPN
easat-7048	245	20	,	,	PUNCT
easat-7048	245	21	vol	vol	NOUN
easat-7048	245	22	.	.	PROPN
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easat-7048	245	24	,	,	PUNCT
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easat-7048	245	27	1	1	NUM
easat-7048	245	28	,	,	PUNCT
easat-7048	245	29	pp	pp	ADJ
easat-7048	245	30	.	.	PUNCT
easat-7048	246	1	1	1	NUM
easat-7048	246	2	-	-	SYM
easat-7048	246	3	13	13	NUM
easat-7048	246	4	,	,	PUNCT
easat-7048	246	5	2024	2024	NUM
easat-7048	246	6	.	.	PUNCT
easat-7048	247	1	[	[	X
easat-7048	247	2	11	11	NUM
easat-7048	247	3	]	]	PUNCT
easat-7048	247	4	k.	k.	PROPN
easat-7048	247	5	l.	l.	PROPN
easat-7048	247	6	whittingham	whittingham	PROPN
easat-7048	247	7	,	,	PUNCT
easat-7048	247	8	a.	a.	PROPN
easat-7048	247	9	g.	g.	PROPN
easat-7048	247	10	earle	earle	PROPN
easat-7048	247	11	,	,	PUNCT
easat-7048	247	12	d.	d.	PROPN
easat-7048	247	13	i.	i.	PROPN
easat-7048	247	14	leyva	leyva	PROPN
easat-7048	247	15	-	-	PUNCT
easat-7048	247	16	de	de	X
easat-7048	247	17	la	la	X
easat-7048	247	18	hiz	hiz	NOUN
easat-7048	247	19	,	,	PUNCT
easat-7048	247	20	and	and	CCONJ
easat-7048	247	21	a.	a.	NOUN
easat-7048	247	22	argiolas	argiola	NOUN
easat-7048	247	23	,	,	PUNCT
easat-7048	247	24	"	"	PUNCT
easat-7048	247	25	the	the	DET
easat-7048	247	26	impact	impact	NOUN
easat-7048	247	27	of	of	ADP
easat-7048	247	28	the	the	DET
easat-7048	247	29	united	united	PROPN
easat-7048	247	30	nations	nations	PROPN
easat-7048	247	31	sustainable	sustainable	ADJ
easat-7048	247	32	development	development	NOUN
easat-7048	247	33	goals	goal	NOUN
easat-7048	247	34	on	on	ADP
easat-7048	247	35	corporate	corporate	ADJ
easat-7048	247	36	sustainability	sustainability	NOUN
easat-7048	247	37	reporting	reporting	NOUN
easat-7048	247	38	,	,	PUNCT
easat-7048	247	39	"	"	PUNCT
easat-7048	247	40	brq	brq	ADJ
easat-7048	247	41	business	business	NOUN
easat-7048	247	42	research	research	NOUN
easat-7048	247	43	quarterly	quarterly	ADJ
easat-7048	247	44	,	,	PUNCT
easat-7048	247	45	vol	vol	NOUN
easat-7048	247	46	.	.	PROPN
easat-7048	248	1	26	26	NUM
easat-7048	248	2	,	,	PUNCT
easat-7048	248	3	no	no	INTJ
easat-7048	248	4	.	.	NOUN
easat-7048	248	5	1	1	NUM
easat-7048	248	6	,	,	PUNCT
easat-7048	248	7	pp	pp	ADJ
easat-7048	248	8	.	.	PUNCT
easat-7048	249	1	45	45	NUM
easat-7048	249	2	-	-	SYM
easat-7048	249	3	61	61	NUM
easat-7048	249	4	,	,	PUNCT
easat-7048	249	5	2023	2023	NUM
easat-7048	249	6	.	.	PUNCT
easat-7048	250	1	[	[	X
easat-7048	250	2	12	12	NUM
easat-7048	250	3	]	]	PUNCT
easat-7048	250	4	i.	i.	NOUN
easat-7048	250	5	hristov	hristov	PROPN
easat-7048	250	6	and	and	CCONJ
easat-7048	250	7	c.	c.	PROPN
easat-7048	250	8	searcy	searcy	PROPN
easat-7048	250	9	,	,	PUNCT
easat-7048	250	10	"	"	PUNCT
easat-7048	250	11	integrating	integrate	VERB
easat-7048	250	12	sustainability	sustainability	NOUN
easat-7048	250	13	with	with	ADP
easat-7048	250	14	corporate	corporate	ADJ
easat-7048	250	15	governance	governance	NOUN
easat-7048	250	16	:	:	PUNCT
easat-7048	250	17	a	a	DET
easat-7048	250	18	framework	framework	NOUN
easat-7048	250	19	to	to	PART
easat-7048	250	20	implement	implement	VERB
easat-7048	250	21	the	the	DET
easat-7048	250	22	corporate	corporate	ADJ
easat-7048	250	23	sustainability	sustainability	NOUN
easat-7048	250	24	reporting	report	VERB
easat-7048	250	25	directive	directive	NOUN
easat-7048	250	26	through	through	ADP
easat-7048	250	27	a	a	DET
easat-7048	250	28	balanced	balanced	ADJ
easat-7048	250	29	scorecard	scorecard	NOUN
easat-7048	250	30	,	,	PUNCT
easat-7048	250	31	"	"	PUNCT
easat-7048	250	32	management	management	NOUN
easat-7048	250	33	decision	decision	NOUN
easat-7048	250	34	,	,	PUNCT
easat-7048	250	35	vol	vol	NOUN
easat-7048	250	36	.	.	PROPN
easat-7048	250	37	63	63	NUM
easat-7048	250	38	,	,	PUNCT
easat-7048	250	39	no	no	INTJ
easat-7048	250	40	.	.	NOUN
easat-7048	250	41	2	2	NUM
easat-7048	250	42	,	,	PUNCT
easat-7048	250	43	pp	pp	ADJ
easat-7048	250	44	.	.	PUNCT
easat-7048	251	1	443	443	NUM
easat-7048	251	2	-	-	SYM
easat-7048	251	3	467	467	NUM
easat-7048	251	4	,	,	PUNCT
easat-7048	251	5	2025	2025	NUM
easat-7048	251	6	.	.	PUNCT
easat-7048	252	1	[	[	X
easat-7048	252	2	13	13	NUM
easat-7048	252	3	]	]	PUNCT
easat-7048	252	4	m.	m.	NOUN
easat-7048	252	5	t.	t.	PROPN
easat-7048	252	6	gustafsson	gustafsson	PROPN
easat-7048	252	7	,	,	PUNCT
easat-7048	252	8	a.	a.	PROPN
easat-7048	252	9	schilling‐vacaflor	schilling‐vacaflor	PROPN
easat-7048	252	10	,	,	PUNCT
easat-7048	252	11	and	and	CCONJ
easat-7048	252	12	a.	a.	NOUN
easat-7048	252	13	lenschow	lenschow	PROPN
easat-7048	252	14	,	,	PUNCT
easat-7048	252	15	"	"	PUNCT
easat-7048	252	16	foreign	foreign	ADJ
easat-7048	252	17	corporate	corporate	ADJ
easat-7048	252	18	accountability	accountability	NOUN
easat-7048	252	19	:	:	PUNCT
easat-7048	252	20	the	the	DET
easat-7048	252	21	contested	contest	VERB
easat-7048	252	22	institutionalization	institutionalization	NOUN
easat-7048	252	23	of	of	ADP
easat-7048	252	24	mandatory	mandatory	ADJ
easat-7048	252	25	due	due	ADJ
easat-7048	252	26	diligence	diligence	NOUN
easat-7048	252	27	in	in	ADP
easat-7048	252	28	france	france	PROPN
easat-7048	252	29	and	and	CCONJ
easat-7048	252	30	germany	germany	PROPN
easat-7048	252	31	,	,	PUNCT
easat-7048	252	32	"	"	PUNCT
easat-7048	252	33	regulation	regulation	NOUN
easat-7048	252	34	&	&	CCONJ
easat-7048	252	35	governance	governance	NOUN
easat-7048	252	36	,	,	PUNCT
easat-7048	252	37	vol	vol	NOUN
easat-7048	252	38	.	.	PROPN
easat-7048	252	39	17	17	NUM
easat-7048	252	40	,	,	PUNCT
easat-7048	252	41	no	no	INTJ
easat-7048	252	42	.	.	NOUN
easat-7048	252	43	4	4	NUM
easat-7048	252	44	,	,	PUNCT
easat-7048	252	45	pp	pp	ADJ
easat-7048	252	46	.	.	PUNCT
easat-7048	252	47	891	891	NUM
easat-7048	252	48	-	-	SYM
easat-7048	252	49	908	908	NUM
easat-7048	252	50	,	,	PUNCT
easat-7048	252	51	2023	2023	NUM
easat-7048	252	52	.	.	PUNCT
easat-7048	253	1	[	[	X
easat-7048	253	2	14	14	NUM
easat-7048	253	3	]	]	X
easat-7048	253	4	r.	r.	PROPN
easat-7048	253	5	walters	walters	PROPN
easat-7048	253	6	,	,	PUNCT
easat-7048	253	7	"	"	PUNCT
easat-7048	253	8	varieties	variety	NOUN
easat-7048	253	9	of	of	ADP
easat-7048	253	10	gender	gender	NOUN
easat-7048	253	11	wash	wash	NOUN
easat-7048	253	12	:	:	PUNCT
easat-7048	253	13	towards	towards	ADP
easat-7048	253	14	a	a	DET
easat-7048	253	15	framework	framework	NOUN
easat-7048	253	16	for	for	ADP
easat-7048	253	17	critiquing	critique	VERB
easat-7048	253	18	corporate	corporate	ADJ
easat-7048	253	19	social	social	ADJ
easat-7048	253	20	responsibility	responsibility	NOUN
easat-7048	253	21	in	in	ADP
easat-7048	253	22	feminist	feminist	PROPN
easat-7048	253	23	ipe	ipe	PROPN
easat-7048	253	24	,	,	PUNCT
easat-7048	253	25	"	"	PUNCT
easat-7048	253	26	review	review	NOUN
easat-7048	253	27	of	of	ADP
easat-7048	253	28	international	international	ADJ
easat-7048	253	29	political	political	ADJ
easat-7048	253	30	economy	economy	NOUN
easat-7048	253	31	,	,	PUNCT
easat-7048	253	32	vol	vol	NOUN
easat-7048	253	33	.	.	PROPN
easat-7048	253	34	29	29	NUM
easat-7048	253	35	,	,	PUNCT
easat-7048	253	36	no	no	INTJ
easat-7048	253	37	.	.	NOUN
easat-7048	253	38	5	5	NUM
easat-7048	253	39	,	,	PUNCT
easat-7048	253	40	pp	pp	ADJ
easat-7048	253	41	.	.	PUNCT
easat-7048	254	1	1577	1577	NUM
easat-7048	254	2	-	-	SYM
easat-7048	254	3	1600	1600	NUM
easat-7048	254	4	,	,	PUNCT
easat-7048	254	5	2022	2022	NUM
easat-7048	254	6	.	.	PUNCT
easat-7048	255	1	[	[	X
easat-7048	255	2	15	15	NUM
easat-7048	255	3	]	]	X
easat-7048	255	4	j.	j.	PROPN
easat-7048	255	5	yu	yu	PROPN
easat-7048	255	6	and	and	CCONJ
easat-7048	255	7	n.	n.	PROPN
easat-7048	255	8	couldry	couldry	PROPN
easat-7048	255	9	,	,	PUNCT
easat-7048	255	10	"	"	PUNCT
easat-7048	255	11	education	education	NOUN
easat-7048	255	12	as	as	ADP
easat-7048	255	13	a	a	DET
easat-7048	255	14	domain	domain	NOUN
easat-7048	255	15	of	of	ADP
easat-7048	255	16	natural	natural	ADJ
easat-7048	255	17	data	datum	NOUN
easat-7048	255	18	extraction	extraction	NOUN
easat-7048	255	19	:	:	PUNCT
easat-7048	255	20	analysing	analyse	VERB
easat-7048	255	21	corporate	corporate	ADJ
easat-7048	255	22	discourse	discourse	NOUN
easat-7048	255	23	about	about	ADP
easat-7048	255	24	educational	educational	ADJ
easat-7048	255	25	tracking	tracking	NOUN
easat-7048	255	26	,	,	PUNCT
easat-7048	255	27	"	"	PUNCT
easat-7048	255	28	information	information	NOUN
easat-7048	255	29	,	,	PUNCT
easat-7048	255	30	communication	communication	NOUN
easat-7048	255	31	&	&	CCONJ
easat-7048	255	32	society	society	NOUN
easat-7048	255	33	,	,	PUNCT
easat-7048	255	34	vol	vol	NOUN
easat-7048	255	35	.	.	PROPN
easat-7048	255	36	25	25	NUM
easat-7048	255	37	,	,	PUNCT
easat-7048	255	38	no	no	INTJ
easat-7048	255	39	.	.	NOUN
easat-7048	255	40	1	1	NUM
easat-7048	255	41	,	,	PUNCT
easat-7048	255	42	pp	pp	ADJ
easat-7048	255	43	.	.	PUNCT
easat-7048	256	1	127	127	NUM
easat-7048	256	2	-	-	SYM
easat-7048	256	3	144	144	NUM
easat-7048	256	4	,	,	PUNCT
easat-7048	256	5	2022	2022	NUM
easat-7048	256	6	.	.	PUNCT
easat-7048	257	1	[	[	X
easat-7048	257	2	16	16	NUM
easat-7048	257	3	]	]	X
easat-7048	257	4	n.	n.	NOUN
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easat-7048	257	6	,	,	PUNCT
easat-7048	257	7	s.	s.	PROPN
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easat-7048	257	9	,	,	PUNCT
easat-7048	257	10	and	and	CCONJ
easat-7048	257	11	c.	c.	PROPN
easat-7048	257	12	sansone	sansone	PROPN
easat-7048	257	13	,	,	PUNCT
easat-7048	257	14	"	"	PUNCT
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easat-7048	257	16	in	in	ADP
easat-7048	257	17	the	the	DET
easat-7048	257	18	real	real	ADJ
easat-7048	257	19	world	world	NOUN
easat-7048	257	20	:	:	PUNCT
easat-7048	257	21	a	a	DET
easat-7048	257	22	survey	survey	NOUN
easat-7048	257	23	on	on	ADP
easat-7048	257	24	nlp	nlp	ADJ
easat-7048	257	25	applications	application	NOUN
easat-7048	257	26	,	,	PUNCT
easat-7048	257	27	"	"	PUNCT
easat-7048	257	28	information	information	NOUN
easat-7048	257	29	,	,	PUNCT
easat-7048	257	30	vol	vol	NOUN
easat-7048	257	31	.	.	PROPN
easat-7048	257	32	14	14	NUM
easat-7048	257	33	,	,	PUNCT
easat-7048	257	34	no	no	INTJ
easat-7048	257	35	.	.	NOUN
easat-7048	257	36	4	4	NUM
easat-7048	257	37	,	,	PUNCT
easat-7048	257	38	p.	p.	NOUN
easat-7048	257	39	242	242	NUM
easat-7048	257	40	,	,	PUNCT
easat-7048	257	41	2023	2023	NUM
easat-7048	257	42	.	.	PUNCT
easat-7048	258	1	[	[	X
easat-7048	258	2	17	17	NUM
easat-7048	258	3	]	]	X
easat-7048	258	4	r.	r.	PROPN
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easat-7048	258	6	,	,	PUNCT
easat-7048	258	7	s.	s.	PROPN
easat-7048	258	8	boit	boit	PROPN
easat-7048	258	9	,	,	PUNCT
easat-7048	258	10	v.	v.	PROPN
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easat-7048	258	12	,	,	PUNCT
easat-7048	258	13	and	and	CCONJ
easat-7048	258	14	j.	j.	PROPN
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easat-7048	258	16	,	,	PUNCT
easat-7048	258	17	"	"	PUNCT
easat-7048	258	18	a	a	DET
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easat-7048	258	20	of	of	ADP
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easat-7048	258	23	and	and	CCONJ
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easat-7048	258	25	techniques	technique	NOUN
easat-7048	258	26	in	in	ADP
easat-7048	258	27	nlp	nlp	NOUN
easat-7048	258	28	,	,	PUNCT
easat-7048	258	29	"	"	PUNCT
easat-7048	258	30	ieee	ieee	NOUN
easat-7048	258	31	access	access	NOUN
easat-7048	258	32	,	,	PUNCT
easat-7048	258	33	vol	vol	NOUN
easat-7048	258	34	.	.	PROPN
easat-7048	258	35	11	11	NUM
easat-7048	258	36	,	,	PUNCT
easat-7048	258	37	pp	pp	ADJ
easat-7048	258	38	.	.	PUNCT
easat-7048	259	1	36120	36120	NUM
easat-7048	259	2	-	-	SYM
easat-7048	259	3	36146	36146	NUM
easat-7048	259	4	,	,	PUNCT
easat-7048	259	5	2023	2023	NUM
easat-7048	259	6	.	.	PUNCT
easat-7048	260	1	[	[	X
easat-7048	260	2	18	18	NUM
easat-7048	260	3	]	]	X
easat-7048	260	4	q.	q.	PROPN
easat-7048	260	5	lyu	lyu	PROPN
easat-7048	260	6	,	,	PUNCT
easat-7048	260	7	m.	m.	NOUN
easat-7048	260	8	apidianaki	apidianaki	NOUN
easat-7048	260	9	,	,	PUNCT
easat-7048	260	10	and	and	CCONJ
easat-7048	260	11	c.	c.	PROPN
easat-7048	260	12	callison	callison	PROPN
easat-7048	260	13	-	-	PUNCT
easat-7048	260	14	burch	burch	PROPN
easat-7048	260	15	,	,	PUNCT
easat-7048	260	16	"	"	PUNCT
easat-7048	260	17	towards	towards	ADP
easat-7048	260	18	faithful	faithful	ADJ
easat-7048	260	19	model	model	NOUN
easat-7048	260	20	explanation	explanation	NOUN
easat-7048	260	21	in	in	ADP
easat-7048	260	22	nlp	nlp	NOUN
easat-7048	260	23	:	:	PUNCT
easat-7048	260	24	a	a	DET
easat-7048	260	25	survey	survey	NOUN
easat-7048	260	26	,	,	PUNCT
easat-7048	260	27	"	"	PUNCT
easat-7048	260	28	computational	computational	ADJ
easat-7048	260	29	linguistics	linguistic	NOUN
easat-7048	260	30	,	,	PUNCT
easat-7048	260	31	vol	vol	NOUN
easat-7048	260	32	.	.	PROPN
easat-7048	260	33	50	50	NUM
easat-7048	260	34	,	,	PUNCT
easat-7048	260	35	no	no	INTJ
easat-7048	260	36	.	.	NOUN
easat-7048	260	37	2	2	NUM
easat-7048	260	38	,	,	PUNCT
easat-7048	260	39	pp	pp	ADJ
easat-7048	260	40	.	.	PUNCT
easat-7048	261	1	657	657	NUM
easat-7048	261	2	-	-	SYM
easat-7048	261	3	723	723	NUM
easat-7048	261	4	,	,	PUNCT
easat-7048	261	5	2024	2024	NUM
easat-7048	261	6	.	.	PUNCT
easat-7048	262	1	[	[	X
easat-7048	262	2	19	19	NUM
easat-7048	262	3	]	]	X
easat-7048	262	4	l.-y	l.-y	NOUN
easat-7048	262	5	.	.	PUNCT
easat-7048	263	1	tay	tay	NOUN
easat-7048	263	2	,	,	PUNCT
easat-7048	263	3	h.-t	h.-t	NOUN
easat-7048	263	4	.	.	PUNCT
easat-7048	264	1	tai	tai	PROPN
easat-7048	264	2	,	,	PUNCT
easat-7048	264	3	and	and	CCONJ
easat-7048	264	4	g.-s	g.-	NOUN
easat-7048	264	5	.	.	PUNCT
easat-7048	265	1	tan	tan	PROPN
easat-7048	265	2	,	,	PUNCT
easat-7048	265	3	"	"	PUNCT
easat-7048	265	4	digital	digital	ADJ
easat-7048	265	5	financial	financial	ADJ
easat-7048	265	6	inclusion	inclusion	NOUN
easat-7048	265	7	:	:	PUNCT
easat-7048	265	8	a	a	DET
easat-7048	265	9	gateway	gateway	NOUN
easat-7048	265	10	to	to	ADP
easat-7048	265	11	sustainable	sustainable	ADJ
easat-7048	265	12	development	development	NOUN
easat-7048	265	13	,	,	PUNCT
easat-7048	265	14	"	"	PUNCT
easat-7048	265	15	heliyon	heliyon	NOUN
easat-7048	265	16	,	,	PUNCT
easat-7048	265	17	vol	vol	NOUN
easat-7048	265	18	.	.	PROPN
easat-7048	265	19	8	8	NUM
easat-7048	265	20	,	,	PUNCT
easat-7048	265	21	no	no	INTJ
easat-7048	265	22	.	.	NOUN
easat-7048	265	23	6	6	NUM
easat-7048	265	24	,	,	PUNCT
easat-7048	265	25	2022	2022	NUM
easat-7048	265	26	.	.	PUNCT
easat-7048	266	1	[	[	X
easat-7048	266	2	20	20	NUM
easat-7048	266	3	]	]	X
easat-7048	266	4	w.	w.	PROPN
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easat-7048	266	7	k.	k.	PROPN
easat-7048	266	8	liu	liu	PROPN
easat-7048	266	9	,	,	PUNCT
easat-7048	266	10	y.	y.	PROPN
easat-7048	266	11	tao	tao	PROPN
easat-7048	266	12	,	,	PUNCT
easat-7048	266	13	and	and	CCONJ
easat-7048	266	14	y.	y.	PROPN
easat-7048	266	15	ye	ye	PROPN
easat-7048	266	16	,	,	PUNCT
easat-7048	266	17	"	"	PUNCT
easat-7048	266	18	digital	digital	ADJ
easat-7048	266	19	finance	finance	NOUN
easat-7048	266	20	and	and	CCONJ
easat-7048	266	21	corporate	corporate	ADJ
easat-7048	266	22	esg	esg	NOUN
easat-7048	266	23	,	,	PUNCT
easat-7048	266	24	"	"	PUNCT
easat-7048	266	25	finance	finance	NOUN
easat-7048	266	26	research	research	NOUN
easat-7048	266	27	letters	letter	NOUN
easat-7048	266	28	,	,	PUNCT
easat-7048	266	29	vol	vol	NOUN
easat-7048	266	30	.	.	PROPN
easat-7048	266	31	51	51	NUM
easat-7048	266	32	,	,	PUNCT
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easat-7048	266	35	,	,	PUNCT
easat-7048	266	36	2023	2023	NUM
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easat-7048	267	1	[	[	X
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easat-7048	267	7	x.	x.	PROPN
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easat-7048	267	10	"	"	PUNCT
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easat-7048	267	12	finance	finance	NOUN
easat-7048	267	13	and	and	CCONJ
easat-7048	267	14	green	green	ADJ
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easat-7048	267	17	china	china	PROPN
easat-7048	267	18	:	:	PUNCT
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easat-7048	267	20	inclusive	inclusive	ADJ
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easat-7048	267	22	finance	finance	NOUN
easat-7048	267	23	using	use	VERB
easat-7048	267	24	web	web	NOUN
easat-7048	267	25	crawler	crawler	NOUN
easat-7048	267	26	technology	technology	NOUN
easat-7048	267	27	and	and	CCONJ
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easat-7048	267	29	data	datum	NOUN
easat-7048	267	30	,	,	PUNCT
easat-7048	267	31	"	"	PUNCT
easat-7048	267	32	technological	technological	ADJ
easat-7048	267	33	forecasting	forecasting	NOUN
easat-7048	267	34	and	and	CCONJ
easat-7048	267	35	social	social	ADJ
easat-7048	267	36	change	change	NOUN
easat-7048	267	37	,	,	PUNCT
easat-7048	267	38	vol	vol	NOUN
easat-7048	267	39	.	.	PROPN
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easat-7048	267	41	,	,	PUNCT
easat-7048	267	42	p.	p.	NOUN
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easat-7048	267	44	,	,	PUNCT
easat-7048	267	45	2023	2023	NUM
easat-7048	267	46	.	.	PUNCT
easat-7048	268	1	https://doi.org/10.1016/j.techfore.2022.122262	https://doi.org/10.1016/j.techfore.2022.122262	PROPN
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easat-7048	268	14	,	,	PUNCT
easat-7048	268	15	"	"	PUNCT
easat-7048	268	16	decentralized	decentralize	VERB
easat-7048	268	17	crypto	crypto	NOUN
easat-7048	268	18	governance	governance	NOUN
easat-7048	268	19	?	?	PUNCT
easat-7048	269	1	transparency	transparency	NOUN
easat-7048	269	2	and	and	CCONJ
easat-7048	269	3	concentration	concentration	NOUN
easat-7048	269	4	in	in	ADP
easat-7048	269	5	ethereum	ethereum	NOUN
easat-7048	269	6	decision	decision	NOUN
easat-7048	269	7	-	-	PUNCT
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easat-7048	269	9	,	,	PUNCT
easat-7048	269	10	"	"	PUNCT
easat-7048	269	11	transparency	transparency	NOUN
easat-7048	269	12	and	and	CCONJ
easat-7048	269	13	concentration	concentration	NOUN
easat-7048	269	14	in	in	ADP
easat-7048	269	15	ethereum	ethereum	NOUN
easat-7048	269	16	decision	decision	NOUN
easat-7048	269	17	-	-	PUNCT
easat-7048	269	18	making	making	NOUN
easat-7048	269	19	,	,	PUNCT
easat-7048	269	20	2024	2024	NUM
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easat-7048	270	1	[	[	X
easat-7048	270	2	23	23	NUM
easat-7048	270	3	]	]	X
easat-7048	270	4	c.	c.	PROPN
easat-7048	270	5	p.	p.	PROPN
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easat-7048	270	7	,	,	PUNCT
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easat-7048	270	9	o.	o.	PROPN
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easat-7048	270	13	n.	n.	PROPN
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easat-7048	270	18	o.	o.	PROPN
easat-7048	270	19	s.	s.	PROPN
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easat-7048	270	21	,	,	PUNCT
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easat-7048	270	23	e.	e.	PROPN
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easat-7048	270	28	a.	a.	PROPN
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easat-7048	270	30	,	,	PUNCT
easat-7048	270	31	"	"	PUNCT
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easat-7048	270	33	corporate	corporate	ADJ
easat-7048	270	34	governance	governance	NOUN
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easat-7048	270	42	transparency	transparency	NOUN
easat-7048	270	43	,	,	PUNCT
easat-7048	270	44	"	"	PUNCT
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easat-7048	270	58	,	,	PUNCT
easat-7048	270	59	pp	pp	ADJ
easat-7048	270	60	.	.	PUNCT
easat-7048	271	1	1597	1597	NUM
easat-7048	271	2	-	-	SYM
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easat-7048	271	4	,	,	PUNCT
easat-7048	271	5	2024	2024	NUM
easat-7048	271	6	.	.	PUNCT
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easat-7048	272	3	24	24	NUM
easat-7048	272	4	]	]	PUNCT
easat-7048	272	5	a.	a.	NOUN
easat-7048	272	6	kiseleva	kiseleva	PROPN
easat-7048	272	7	,	,	PUNCT
easat-7048	272	8	d.	d.	PROPN
easat-7048	272	9	kotzinos	kotzinos	PROPN
easat-7048	272	10	,	,	PUNCT
easat-7048	272	11	and	and	CCONJ
easat-7048	272	12	p.	p.	NOUN
easat-7048	272	13	de	de	X
easat-7048	272	14	hert	hert	PROPN
easat-7048	272	15	,	,	PUNCT
easat-7048	272	16	"	"	PUNCT
easat-7048	272	17	transparency	transparency	NOUN
easat-7048	272	18	of	of	ADP
easat-7048	272	19	ai	ai	VERB
easat-7048	272	20	in	in	ADP
easat-7048	272	21	healthcare	healthcare	NOUN
easat-7048	272	22	as	as	ADP
easat-7048	272	23	a	a	DET
easat-7048	272	24	multilayered	multilayered	ADJ
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easat-7048	272	30	legal	legal	ADJ
easat-7048	272	31	requirements	requirement	NOUN
easat-7048	272	32	and	and	CCONJ
easat-7048	272	33	technical	technical	ADJ
easat-7048	272	34	limitations	limitation	NOUN
easat-7048	272	35	,	,	PUNCT
easat-7048	272	36	"	"	PUNCT
easat-7048	272	37	frontiers	frontier	NOUN
easat-7048	272	38	in	in	ADP
easat-7048	272	39	artificial	artificial	ADJ
easat-7048	272	40	intelligence	intelligence	NOUN
easat-7048	272	41	,	,	PUNCT
easat-7048	272	42	vol	vol	NOUN
easat-7048	272	43	.	.	PROPN
easat-7048	272	44	5	5	NUM
easat-7048	272	45	,	,	PUNCT
easat-7048	272	46	p.	p.	NOUN
easat-7048	272	47	879603	879603	NUM
easat-7048	272	48	,	,	PUNCT
easat-7048	272	49	2022	2022	NUM
easat-7048	272	50	.	.	PUNCT
easat-7048	273	1	https://doi.org/10.3389/frai.2022.879603	https://doi.org/10.3389/frai.2022.879603	PROPN
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easat-7048	273	3	https://doi.org/10.51594/farj.v6i8.1509	https://doi.org/10.51594/farj.v6i8.1509	PROPN
easat-7048	273	4	https://doi.org/10.3389/frai.2022.879603	https://doi.org/10.3389/frai.2022.879603	PROPN