id	sid	tid	token	lemma	pos
fbem-16449	1	1	frontiers	frontier	NOUN
fbem-16449	1	2	in	in	ADP
fbem-16449	1	3	business	business	NOUN
fbem-16449	1	4	,	,	PUNCT
fbem-16449	1	5	economics	economic	NOUN
fbem-16449	1	6	and	and	CCONJ
fbem-16449	1	7	management	management	NOUN
fbem-16449	1	8	issn	issn	PROPN
fbem-16449	1	9	:	:	PUNCT
fbem-16449	1	10	2766	2766	NUM
fbem-16449	1	11	-	-	PUNCT
fbem-16449	1	12	824x	824x	NUM
fbem-16449	1	13	|	|	ADJ
fbem-16449	1	14	vol	vol	NOUN
fbem-16449	1	15	.	.	PROPN
fbem-16449	1	16	13	13	NUM
fbem-16449	1	17	,	,	PUNCT
fbem-16449	1	18	no	no	INTJ
fbem-16449	1	19	.	.	NOUN
fbem-16449	1	20	1	1	NUM
fbem-16449	1	21	,	,	PUNCT
fbem-16449	1	22	2024	2024	NUM
fbem-16449	1	23	80	80	NUM
fbem-16449	1	24	transforming	transform	VERB
fbem-16449	1	25	the	the	DET
fbem-16449	1	26	finance	finance	NOUN
fbem-16449	1	27	industry	industry	NOUN
fbem-16449	1	28	in	in	ADP
fbem-16449	1	29	china	china	PROPN
fbem-16449	1	30	with	with	ADP
fbem-16449	1	31	chatgpt	chatgpt	NOUN
fbem-16449	1	32	"	"	PUNCT
fbem-16449	1	33	ziyue	ziyue	PROPN
fbem-16449	1	34	jiang	jiang	PROPN
fbem-16449	1	35	beijing	beijing	PROPN
fbem-16449	1	36	national	national	PROPN
fbem-16449	1	37	day	day	PROPN
fbem-16449	1	38	school	school	NOUN
fbem-16449	1	39	,	,	PUNCT
fbem-16449	1	40	beijing	beijing	PROPN
fbem-16449	1	41	,	,	PUNCT
fbem-16449	1	42	100039	100039	NUM
fbem-16449	1	43	,	,	PUNCT
fbem-16449	1	44	china	china	PROPN
fbem-16449	1	45	abstract	abstract	NOUN
fbem-16449	1	46	:	:	PUNCT
fbem-16449	1	47	this	this	DET
fbem-16449	1	48	paper	paper	NOUN
fbem-16449	1	49	reviews	review	NOUN
fbem-16449	1	50	how	how	SCONJ
fbem-16449	1	51	chatgpt	chatgpt	NOUN
fbem-16449	1	52	is	be	AUX
fbem-16449	1	53	transforming	transform	VERB
fbem-16449	1	54	the	the	DET
fbem-16449	1	55	finance	finance	NOUN
fbem-16449	1	56	industry	industry	NOUN
fbem-16449	1	57	in	in	ADP
fbem-16449	1	58	china	china	PROPN
fbem-16449	1	59	.	.	PUNCT
fbem-16449	2	1	we	we	PRON
fbem-16449	2	2	discuss	discuss	VERB
fbem-16449	2	3	the	the	DET
fbem-16449	2	4	fundamental	fundamental	ADJ
fbem-16449	2	5	principles	principle	NOUN
fbem-16449	2	6	of	of	ADP
fbem-16449	2	7	nlp	nlp	NOUN
fbem-16449	2	8	and	and	CCONJ
fbem-16449	2	9	chatgpt	chatgpt	NOUN
fbem-16449	2	10	,	,	PUNCT
fbem-16449	2	11	and	and	CCONJ
fbem-16449	2	12	explain	explain	VERB
fbem-16449	2	13	the	the	DET
fbem-16449	2	14	comparative	comparative	ADJ
fbem-16449	2	15	advantages	advantage	NOUN
fbem-16449	2	16	of	of	ADP
fbem-16449	2	17	chatgpt	chatgpt	NOUN
fbem-16449	2	18	over	over	ADP
fbem-16449	2	19	traditional	traditional	ADJ
fbem-16449	2	20	nlp	nlp	NOUN
fbem-16449	2	21	models	model	NOUN
fbem-16449	2	22	.	.	PUNCT
fbem-16449	3	1	the	the	DET
fbem-16449	3	2	paper	paper	NOUN
fbem-16449	3	3	highlights	highlight	VERB
fbem-16449	3	4	the	the	DET
fbem-16449	3	5	applications	application	NOUN
fbem-16449	3	6	of	of	ADP
fbem-16449	3	7	chatgpt	chatgpt	NOUN
fbem-16449	3	8	in	in	ADP
fbem-16449	3	9	china	china	PROPN
fbem-16449	3	10	’s	’s	PART
fbem-16449	3	11	finance	finance	NOUN
fbem-16449	3	12	industry	industry	NOUN
fbem-16449	3	13	,	,	PUNCT
fbem-16449	3	14	such	such	ADJ
fbem-16449	3	15	as	as	ADP
fbem-16449	3	16	the	the	DET
fbem-16449	3	17	applications	application	NOUN
fbem-16449	3	18	in	in	ADP
fbem-16449	3	19	customer	customer	NOUN
fbem-16449	3	20	service	service	NOUN
fbem-16449	3	21	,	,	PUNCT
fbem-16449	3	22	financial	financial	ADJ
fbem-16449	3	23	forecast	forecast	NOUN
fbem-16449	3	24	and	and	CCONJ
fbem-16449	3	25	analysis	analysis	NOUN
fbem-16449	3	26	,	,	PUNCT
fbem-16449	3	27	financial	financial	ADJ
fbem-16449	3	28	risk	risk	NOUN
fbem-16449	3	29	management	management	NOUN
fbem-16449	3	30	,	,	PUNCT
fbem-16449	3	31	and	and	CCONJ
fbem-16449	3	32	financial	financial	ADJ
fbem-16449	3	33	research	research	NOUN
fbem-16449	3	34	.	.	PUNCT
fbem-16449	4	1	the	the	DET
fbem-16449	4	2	paper	paper	NOUN
fbem-16449	4	3	also	also	ADV
fbem-16449	4	4	addresses	address	VERB
fbem-16449	4	5	the	the	DET
fbem-16449	4	6	challenges	challenge	NOUN
fbem-16449	4	7	and	and	CCONJ
fbem-16449	4	8	limitations	limitation	NOUN
fbem-16449	4	9	associated	associate	VERB
fbem-16449	4	10	with	with	ADP
fbem-16449	4	11	the	the	DET
fbem-16449	4	12	application	application	NOUN
fbem-16449	4	13	of	of	ADP
fbem-16449	4	14	chatgpt	chatgpt	NOUN
fbem-16449	4	15	,	,	PUNCT
fbem-16449	4	16	such	such	ADJ
fbem-16449	4	17	as	as	ADP
fbem-16449	4	18	the	the	DET
fbem-16449	4	19	issues	issue	NOUN
fbem-16449	4	20	related	relate	VERB
fbem-16449	4	21	to	to	ADP
fbem-16449	4	22	real	real	ADJ
fbem-16449	4	23	-	-	PUNCT
fbem-16449	4	24	time	time	NOUN
fbem-16449	4	25	database	database	NOUN
fbem-16449	4	26	update	update	NOUN
fbem-16449	4	27	,	,	PUNCT
fbem-16449	4	28	fine	fine	ADJ
fbem-16449	4	29	tuning	tune	VERB
fbem-16449	4	30	the	the	DET
fbem-16449	4	31	model	model	NOUN
fbem-16449	4	32	,	,	PUNCT
fbem-16449	4	33	data	datum	NOUN
fbem-16449	4	34	leakage	leakage	NOUN
fbem-16449	4	35	and	and	CCONJ
fbem-16449	4	36	ethical	ethical	ADJ
fbem-16449	4	37	problems	problem	NOUN
fbem-16449	4	38	.	.	PUNCT
fbem-16449	5	1	we	we	PRON
fbem-16449	5	2	propose	propose	VERB
fbem-16449	5	3	a	a	DET
fbem-16449	5	4	few	few	ADJ
fbem-16449	5	5	potential	potential	ADJ
fbem-16449	5	6	solutions	solution	NOUN
fbem-16449	5	7	including	include	VERB
fbem-16449	5	8	establishing	establish	VERB
fbem-16449	5	9	relevant	relevant	ADJ
fbem-16449	5	10	laws	law	NOUN
fbem-16449	5	11	and	and	CCONJ
fbem-16449	5	12	regulations	regulation	NOUN
fbem-16449	5	13	,	,	PUNCT
fbem-16449	5	14	educating	educate	VERB
fbem-16449	5	15	financial	financial	ADJ
fbem-16449	5	16	professionals	professional	NOUN
fbem-16449	5	17	,	,	PUNCT
fbem-16449	5	18	and	and	CCONJ
fbem-16449	5	19	exploring	explore	VERB
fbem-16449	5	20	future	future	ADJ
fbem-16449	5	21	applications	application	NOUN
fbem-16449	5	22	.	.	PUNCT
fbem-16449	6	1	these	these	DET
fbem-16449	6	2	recommendations	recommendation	NOUN
fbem-16449	6	3	are	be	AUX
fbem-16449	6	4	aimed	aim	VERB
fbem-16449	6	5	at	at	ADP
fbem-16449	6	6	facilitating	facilitate	VERB
fbem-16449	6	7	the	the	DET
fbem-16449	6	8	responsible	responsible	ADJ
fbem-16449	6	9	and	and	CCONJ
fbem-16449	6	10	efficient	efficient	ADJ
fbem-16449	6	11	integration	integration	NOUN
fbem-16449	6	12	of	of	ADP
fbem-16449	6	13	chatgpt	chatgpt	NOUN
fbem-16449	6	14	within	within	ADP
fbem-16449	6	15	the	the	DET
fbem-16449	6	16	chinese	chinese	ADJ
fbem-16449	6	17	finance	finance	NOUN
fbem-16449	6	18	sector	sector	NOUN
fbem-16449	6	19	.	.	PUNCT
fbem-16449	7	1	keywords	keyword	NOUN
fbem-16449	7	2	:	:	PUNCT
fbem-16449	7	3	natural	natural	ADJ
fbem-16449	7	4	language	language	NOUN
fbem-16449	7	5	processing	processing	NOUN
fbem-16449	7	6	(	(	PUNCT
fbem-16449	7	7	nlp	nlp	NOUN
fbem-16449	7	8	)	)	PUNCT
fbem-16449	7	9	,	,	PUNCT
fbem-16449	7	10	chatgpt	chatgpt	NOUN
fbem-16449	7	11	,	,	PUNCT
fbem-16449	7	12	transformer	transformer	NOUN
fbem-16449	7	13	,	,	PUNCT
fbem-16449	7	14	finance	finance	NOUN
fbem-16449	7	15	,	,	PUNCT
fbem-16449	7	16	china	china	PROPN
fbem-16449	7	17	.	.	PUNCT
fbem-16449	8	1	1	1	X
fbem-16449	8	2	.	.	X
fbem-16449	8	3	introduction	introduction	NOUN
fbem-16449	8	4	natural	natural	ADJ
fbem-16449	8	5	language	language	NOUN
fbem-16449	8	6	processing	processing	NOUN
fbem-16449	8	7	(	(	PUNCT
fbem-16449	8	8	nlp	nlp	NOUN
fbem-16449	8	9	)	)	PUNCT
fbem-16449	8	10	enables	enable	VERB
fbem-16449	8	11	computers	computer	NOUN
fbem-16449	8	12	to	to	PART
fbem-16449	8	13	perform	perform	VERB
fbem-16449	8	14	natural	natural	ADJ
fbem-16449	8	15	language	language	NOUN
fbem-16449	8	16	understanding	understanding	NOUN
fbem-16449	8	17	and	and	CCONJ
fbem-16449	8	18	natural	natural	ADJ
fbem-16449	8	19	language	language	NOUN
fbem-16449	8	20	generation	generation	NOUN
fbem-16449	8	21	.	.	PUNCT
fbem-16449	9	1	chat	chat	PROPN
fbem-16449	9	2	gpt	gpt	NOUN
fbem-16449	9	3	is	be	AUX
fbem-16449	9	4	the	the	DET
fbem-16449	9	5	latest	late	ADJ
fbem-16449	9	6	and	and	CCONJ
fbem-16449	9	7	most	most	ADV
fbem-16449	9	8	powerful	powerful	ADJ
fbem-16449	9	9	large	large	ADJ
fbem-16449	9	10	language	language	NOUN
fbem-16449	9	11	model	model	NOUN
fbem-16449	9	12	that	that	PRON
fbem-16449	9	13	has	have	AUX
fbem-16449	9	14	been	be	AUX
fbem-16449	9	15	revolutionizing	revolutionize	VERB
fbem-16449	9	16	various	various	ADJ
fbem-16449	9	17	industries	industry	NOUN
fbem-16449	9	18	in	in	ADP
fbem-16449	9	19	china	china	PROPN
fbem-16449	9	20	.	.	PUNCT
fbem-16449	10	1	it	it	PRON
fbem-16449	10	2	is	be	AUX
fbem-16449	10	3	a	a	DET
fbem-16449	10	4	transformer	transformer	NOUN
fbem-16449	10	5	-	-	PUNCT
fbem-16449	10	6	based	base	VERB
fbem-16449	10	7	nlp	nlp	NOUN
fbem-16449	10	8	model	model	NOUN
fbem-16449	10	9	,	,	PUNCT
fbem-16449	10	10	which	which	PRON
fbem-16449	10	11	is	be	AUX
fbem-16449	10	12	pre	pre	VERB
fbem-16449	10	13	-	-	VERB
fbem-16449	10	14	trained	train	VERB
fbem-16449	10	15	on	on	ADP
fbem-16449	10	16	a	a	DET
fbem-16449	10	17	massive	massive	ADJ
fbem-16449	10	18	amount	amount	NOUN
fbem-16449	10	19	of	of	ADP
fbem-16449	10	20	pre	pre	ADJ
fbem-16449	10	21	-	-	ADJ
fbem-16449	10	22	processed	processed	ADJ
fbem-16449	10	23	data	datum	NOUN
fbem-16449	10	24	.	.	PUNCT
fbem-16449	11	1	this	this	DET
fbem-16449	11	2	paper	paper	NOUN
fbem-16449	11	3	explores	explore	NOUN
fbem-16449	11	4	chatgpt	chatgpt	PROPN
fbem-16449	11	5	’s	’s	PART
fbem-16449	11	6	applications	application	NOUN
fbem-16449	11	7	in	in	ADP
fbem-16449	11	8	china	china	PROPN
fbem-16449	11	9	’s	’s	PART
fbem-16449	11	10	financial	financial	ADJ
fbem-16449	11	11	industry	industry	NOUN
fbem-16449	11	12	.	.	PUNCT
fbem-16449	12	1	in	in	ADP
fbem-16449	12	2	section	section	NOUN
fbem-16449	12	3	2	2	NUM
fbem-16449	12	4	and	and	CCONJ
fbem-16449	12	5	section	section	NOUN
fbem-16449	12	6	3	3	NUM
fbem-16449	12	7	,	,	PUNCT
fbem-16449	12	8	we	we	PRON
fbem-16449	12	9	discuss	discuss	VERB
fbem-16449	12	10	the	the	DET
fbem-16449	12	11	fundamental	fundamental	ADJ
fbem-16449	12	12	principles	principle	NOUN
fbem-16449	12	13	of	of	ADP
fbem-16449	12	14	nlp	nlp	NOUN
fbem-16449	12	15	and	and	CCONJ
fbem-16449	12	16	chatgpt	chatgpt	NOUN
fbem-16449	12	17	,	,	PUNCT
fbem-16449	12	18	and	and	CCONJ
fbem-16449	12	19	explain	explain	VERB
fbem-16449	12	20	the	the	DET
fbem-16449	12	21	comparative	comparative	ADJ
fbem-16449	12	22	advantages	advantage	NOUN
fbem-16449	12	23	of	of	ADP
fbem-16449	12	24	transformer	transformer	NOUN
fbem-16449	12	25	model	model	NOUN
fbem-16449	12	26	over	over	ADP
fbem-16449	12	27	traditional	traditional	ADJ
fbem-16449	12	28	nlp	nlp	NOUN
fbem-16449	12	29	models	model	NOUN
fbem-16449	12	30	.	.	PUNCT
fbem-16449	13	1	the	the	DET
fbem-16449	13	2	transformer	transformer	NOUN
fbem-16449	13	3	model	model	NOUN
fbem-16449	13	4	is	be	AUX
fbem-16449	13	5	highly	highly	ADV
fbem-16449	13	6	parallelizable	parallelizable	ADJ
fbem-16449	13	7	,	,	PUNCT
fbem-16449	13	8	can	can	AUX
fbem-16449	13	9	capture	capture	VERB
fbem-16449	13	10	long	long	ADJ
fbem-16449	13	11	-	-	PUNCT
fbem-16449	13	12	term	term	NOUN
fbem-16449	13	13	dependencies	dependency	NOUN
fbem-16449	13	14	in	in	ADP
fbem-16449	13	15	text	text	NOUN
fbem-16449	13	16	,	,	PUNCT
fbem-16449	13	17	and	and	CCONJ
fbem-16449	13	18	is	be	AUX
fbem-16449	13	19	more	more	ADV
fbem-16449	13	20	flexible	flexible	ADJ
fbem-16449	13	21	and	and	CCONJ
fbem-16449	13	22	scalable	scalable	ADJ
fbem-16449	13	23	.	.	PUNCT
fbem-16449	14	1	in	in	ADP
fbem-16449	14	2	section	section	NOUN
fbem-16449	14	3	4	4	NUM
fbem-16449	14	4	,	,	PUNCT
fbem-16449	14	5	we	we	PRON
fbem-16449	14	6	explore	explore	VERB
fbem-16449	14	7	chatgpt	chatgpt	NOUN
fbem-16449	14	8	’s	’s	PART
fbem-16449	14	9	application	application	NOUN
fbem-16449	14	10	in	in	ADP
fbem-16449	14	11	china	china	PROPN
fbem-16449	14	12	’s	’s	PART
fbem-16449	14	13	financial	financial	ADJ
fbem-16449	14	14	industry	industry	NOUN
fbem-16449	14	15	.	.	PUNCT
fbem-16449	15	1	first	first	ADV
fbem-16449	15	2	,	,	PUNCT
fbem-16449	15	3	in	in	ADP
fbem-16449	15	4	customer	customer	NOUN
fbem-16449	15	5	service	service	NOUN
fbem-16449	15	6	,	,	PUNCT
fbem-16449	15	7	chatgpt	chatgpt	NOUN
fbem-16449	15	8	represents	represent	VERB
fbem-16449	15	9	a	a	DET
fbem-16449	15	10	significant	significant	ADJ
fbem-16449	15	11	step	step	NOUN
fbem-16449	15	12	form	form	NOUN
fbem-16449	15	13	traditional	traditional	ADJ
fbem-16449	15	14	chatbots	chatbot	NOUN
fbem-16449	15	15	.	.	PUNCT
fbem-16449	16	1	second	second	ADJ
fbem-16449	16	2	,	,	PUNCT
fbem-16449	16	3	in	in	ADP
fbem-16449	16	4	financial	financial	ADJ
fbem-16449	16	5	forecasting	forecasting	NOUN
fbem-16449	16	6	and	and	CCONJ
fbem-16449	16	7	analysis	analysis	NOUN
fbem-16449	16	8	,	,	PUNCT
fbem-16449	16	9	chatgpt	chatgpt	NOUN
fbem-16449	16	10	's	's	PART
fbem-16449	16	11	key	key	ADJ
fbem-16449	16	12	strength	strength	NOUN
fbem-16449	16	13	is	be	AUX
fbem-16449	16	14	its	its	PRON
fbem-16449	16	15	ability	ability	NOUN
fbem-16449	16	16	to	to	PART
fbem-16449	16	17	process	process	VERB
fbem-16449	16	18	and	and	CCONJ
fbem-16449	16	19	make	make	VERB
fbem-16449	16	20	sense	sense	NOUN
fbem-16449	16	21	of	of	ADP
fbem-16449	16	22	large	large	ADJ
fbem-16449	16	23	amounts	amount	NOUN
fbem-16449	16	24	of	of	ADP
fbem-16449	16	25	information	information	NOUN
fbem-16449	16	26	and	and	CCONJ
fbem-16449	16	27	provide	provide	VERB
fbem-16449	16	28	insights	insight	NOUN
fbem-16449	16	29	and	and	CCONJ
fbem-16449	16	30	explanations	explanation	NOUN
fbem-16449	16	31	in	in	ADP
fbem-16449	16	32	a	a	DET
fbem-16449	16	33	clear	clear	ADJ
fbem-16449	16	34	and	and	CCONJ
fbem-16449	16	35	concise	concise	ADJ
fbem-16449	16	36	manner	manner	NOUN
fbem-16449	16	37	.	.	PUNCT
fbem-16449	17	1	third	third	ADJ
fbem-16449	17	2	,	,	PUNCT
fbem-16449	17	3	in	in	ADP
fbem-16449	17	4	financial	financial	ADJ
fbem-16449	17	5	risk	risk	NOUN
fbem-16449	17	6	management	management	NOUN
fbem-16449	17	7	,	,	PUNCT
fbem-16449	17	8	chatgpt	chatgpt	NOUN
fbem-16449	17	9	can	can	AUX
fbem-16449	17	10	help	help	VERB
fbem-16449	17	11	discover	discover	VERB
fbem-16449	17	12	risks	risk	NOUN
fbem-16449	17	13	and	and	CCONJ
fbem-16449	17	14	improve	improve	VERB
fbem-16449	17	15	financial	financial	ADJ
fbem-16449	17	16	risk	risk	NOUN
fbem-16449	17	17	control	control	NOUN
fbem-16449	17	18	process	process	NOUN
fbem-16449	17	19	.	.	PUNCT
fbem-16449	18	1	finally	finally	ADV
fbem-16449	18	2	,	,	PUNCT
fbem-16449	18	3	in	in	ADP
fbem-16449	18	4	financial	financial	ADJ
fbem-16449	18	5	research	research	NOUN
fbem-16449	18	6	,	,	PUNCT
fbem-16449	18	7	chatgpt	chatgpt	NOUN
fbem-16449	18	8	can	can	AUX
fbem-16449	18	9	be	be	AUX
fbem-16449	18	10	applied	apply	VERB
fbem-16449	18	11	in	in	ADP
fbem-16449	18	12	a	a	DET
fbem-16449	18	13	number	number	NOUN
fbem-16449	18	14	of	of	ADP
fbem-16449	18	15	ways	way	NOUN
fbem-16449	18	16	,	,	PUNCT
fbem-16449	18	17	including	include	VERB
fbem-16449	18	18	generation	generation	NOUN
fbem-16449	18	19	of	of	ADP
fbem-16449	18	20	simulations	simulation	NOUN
fbem-16449	18	21	and	and	CCONJ
fbem-16449	18	22	scenarios	scenario	NOUN
fbem-16449	18	23	for	for	ADP
fbem-16449	18	24	financial	financial	ADJ
fbem-16449	18	25	models	model	NOUN
fbem-16449	18	26	,	,	PUNCT
fbem-16449	18	27	identification	identification	NOUN
fbem-16449	18	28	of	of	ADP
fbem-16449	18	29	trends	trend	NOUN
fbem-16449	18	30	and	and	CCONJ
fbem-16449	18	31	patterns	pattern	NOUN
fbem-16449	18	32	,	,	PUNCT
fbem-16449	18	33	and	and	CCONJ
fbem-16449	18	34	perform	perform	NOUN
fbem-16449	18	35	of	of	ADP
fbem-16449	18	36	literature	literature	PROPN
fbem-16449	18	37	review	review	PROPN
fbem-16449	18	38	.	.	PUNCT
fbem-16449	19	1	in	in	ADP
fbem-16449	19	2	section	section	NOUN
fbem-16449	19	3	5	5	NUM
fbem-16449	19	4	,	,	PUNCT
fbem-16449	19	5	we	we	PRON
fbem-16449	19	6	address	address	VERB
fbem-16449	19	7	the	the	DET
fbem-16449	19	8	challenges	challenge	NOUN
fbem-16449	19	9	and	and	CCONJ
fbem-16449	19	10	limitations	limitation	NOUN
fbem-16449	19	11	associated	associate	VERB
fbem-16449	19	12	with	with	ADP
fbem-16449	19	13	chatgpt	chatgpt	NOUN
fbem-16449	19	14	’s	’s	PART
fbem-16449	19	15	application	application	NOUN
fbem-16449	19	16	in	in	ADP
fbem-16449	19	17	china	china	PROPN
fbem-16449	19	18	’s	’s	PART
fbem-16449	19	19	financial	financial	ADJ
fbem-16449	19	20	industry	industry	NOUN
fbem-16449	19	21	.	.	PUNCT
fbem-16449	20	1	first	first	ADV
fbem-16449	20	2	,	,	PUNCT
fbem-16449	20	3	chatgpt	chatgpt	NOUN
fbem-16449	20	4	can	can	AUX
fbem-16449	20	5	not	not	PART
fbem-16449	20	6	network	network	VERB
fbem-16449	20	7	in	in	ADP
fbem-16449	20	8	real	real	ADJ
fbem-16449	20	9	time	time	NOUN
fbem-16449	20	10	to	to	PART
fbem-16449	20	11	update	update	VERB
fbem-16449	20	12	the	the	DET
fbem-16449	20	13	database	database	NOUN
fbem-16449	20	14	.	.	PUNCT
fbem-16449	21	1	second	second	ADJ
fbem-16449	21	2	,	,	PUNCT
fbem-16449	21	3	chatgpt	chatgpt	NOUN
fbem-16449	21	4	needs	need	VERB
fbem-16449	21	5	to	to	PART
fbem-16449	21	6	be	be	AUX
fbem-16449	21	7	fine	fine	ADV
fbem-16449	21	8	-	-	PUNCT
fbem-16449	21	9	tuned	tune	VERB
fbem-16449	21	10	before	before	SCONJ
fbem-16449	21	11	it	it	PRON
fbem-16449	21	12	can	can	AUX
fbem-16449	21	13	be	be	AUX
fbem-16449	21	14	fully	fully	ADV
fbem-16449	21	15	used	use	VERB
fbem-16449	21	16	in	in	ADP
fbem-16449	21	17	the	the	DET
fbem-16449	21	18	finance	finance	NOUN
fbem-16449	21	19	industry	industry	NOUN
fbem-16449	21	20	and	and	CCONJ
fbem-16449	21	21	the	the	DET
fbem-16449	21	22	data	datum	NOUN
fbem-16449	21	23	needed	need	VERB
fbem-16449	21	24	is	be	AUX
fbem-16449	21	25	hard	hard	ADJ
fbem-16449	21	26	to	to	PART
fbem-16449	21	27	access	access	VERB
fbem-16449	21	28	.	.	PUNCT
fbem-16449	22	1	third	third	ADJ
fbem-16449	22	2	,	,	PUNCT
fbem-16449	22	3	data	datum	NOUN
fbem-16449	22	4	leakage	leakage	NOUN
fbem-16449	22	5	and	and	CCONJ
fbem-16449	22	6	ethics	ethic	NOUN
fbem-16449	22	7	issues	issue	NOUN
fbem-16449	22	8	are	be	AUX
fbem-16449	22	9	also	also	ADV
fbem-16449	22	10	important	important	ADJ
fbem-16449	22	11	concerns	concern	NOUN
fbem-16449	22	12	when	when	SCONJ
fbem-16449	22	13	chatgpt	chatgpt	NOUN
fbem-16449	22	14	is	be	AUX
fbem-16449	22	15	applied	apply	VERB
fbem-16449	22	16	in	in	ADP
fbem-16449	22	17	financial	financial	ADJ
fbem-16449	22	18	sector	sector	NOUN
fbem-16449	22	19	.	.	PUNCT
fbem-16449	23	1	in	in	ADP
fbem-16449	23	2	section	section	NOUN
fbem-16449	23	3	6	6	NUM
fbem-16449	23	4	,	,	PUNCT
fbem-16449	23	5	we	we	PRON
fbem-16449	23	6	provide	provide	VERB
fbem-16449	23	7	a	a	DET
fbem-16449	23	8	few	few	ADJ
fbem-16449	23	9	potential	potential	ADJ
fbem-16449	23	10	solutions	solution	NOUN
fbem-16449	23	11	and	and	CCONJ
fbem-16449	23	12	advices	advice	NOUN
fbem-16449	23	13	.	.	PUNCT
fbem-16449	24	1	the	the	DET
fbem-16449	24	2	regulators	regulator	NOUN
fbem-16449	24	3	need	need	VERB
fbem-16449	24	4	to	to	PART
fbem-16449	24	5	establish	establish	VERB
fbem-16449	24	6	and	and	CCONJ
fbem-16449	24	7	improve	improve	VERB
fbem-16449	24	8	the	the	DET
fbem-16449	24	9	laws	law	NOUN
fbem-16449	24	10	and	and	CCONJ
fbem-16449	24	11	regulations	regulation	NOUN
fbem-16449	24	12	related	relate	VERB
fbem-16449	24	13	to	to	ADP
fbem-16449	24	14	chatgpt	chatgpt	NOUN
fbem-16449	24	15	.	.	PUNCT
fbem-16449	25	1	the	the	DET
fbem-16449	25	2	financial	financial	ADJ
fbem-16449	25	3	institutions	institution	NOUN
fbem-16449	25	4	and	and	CCONJ
fbem-16449	25	5	individual	individual	ADJ
fbem-16449	25	6	financial	financial	ADJ
fbem-16449	25	7	professionals	professional	NOUN
fbem-16449	25	8	both	both	PRON
fbem-16449	25	9	need	need	VERB
fbem-16449	25	10	to	to	PART
fbem-16449	25	11	strengthen	strengthen	VERB
fbem-16449	25	12	the	the	DET
fbem-16449	25	13	education	education	NOUN
fbem-16449	25	14	of	of	ADP
fbem-16449	25	15	chatgpt	chatgpt	NOUN
fbem-16449	25	16	.	.	PUNCT
fbem-16449	26	1	in	in	ADP
fbem-16449	26	2	addition	addition	NOUN
fbem-16449	26	3	,	,	PUNCT
fbem-16449	26	4	the	the	DET
fbem-16449	26	5	whole	whole	ADJ
fbem-16449	26	6	industry	industry	NOUN
fbem-16449	26	7	need	need	VERB
fbem-16449	26	8	to	to	PART
fbem-16449	26	9	further	far	ADV
fbem-16449	26	10	explore	explore	VERB
fbem-16449	26	11	future	future	ADJ
fbem-16449	26	12	applications	application	NOUN
fbem-16449	26	13	of	of	ADP
fbem-16449	26	14	chatgpt	chatgpt	NOUN
fbem-16449	26	15	.	.	PUNCT
fbem-16449	27	1	2	2	X
fbem-16449	27	2	.	.	X
fbem-16449	27	3	nlp	nlp	ADJ
fbem-16449	27	4	natural	natural	ADJ
fbem-16449	27	5	language	language	NOUN
fbem-16449	27	6	processing	processing	NOUN
fbem-16449	27	7	(	(	PUNCT
fbem-16449	27	8	nlp	nlp	NOUN
fbem-16449	27	9	)	)	PUNCT
fbem-16449	27	10	represents	represent	VERB
fbem-16449	27	11	a	a	DET
fbem-16449	27	12	branch	branch	NOUN
fbem-16449	27	13	of	of	ADP
fbem-16449	27	14	artificial	artificial	ADJ
fbem-16449	27	15	intelligence	intelligence	NOUN
fbem-16449	27	16	that	that	PRON
fbem-16449	27	17	enables	enable	VERB
fbem-16449	27	18	computers	computer	NOUN
fbem-16449	27	19	to	to	PART
fbem-16449	27	20	read	read	VERB
fbem-16449	27	21	,	,	PUNCT
fbem-16449	27	22	understand	understand	VERB
fbem-16449	27	23	,	,	PUNCT
fbem-16449	27	24	interpret	interpret	NOUN
fbem-16449	27	25	,	,	PUNCT
fbem-16449	27	26	and	and	CCONJ
fbem-16449	27	27	generate	generate	VERB
fbem-16449	27	28	human	human	ADJ
fbem-16449	27	29	language	language	NOUN
fbem-16449	27	30	.	.	PUNCT
fbem-16449	28	1	by	by	ADP
fbem-16449	28	2	applying	apply	VERB
fbem-16449	28	3	various	various	ADJ
fbem-16449	28	4	techniques	technique	NOUN
fbem-16449	28	5	from	from	ADP
fbem-16449	28	6	fields	field	NOUN
fbem-16449	28	7	of	of	ADP
fbem-16449	28	8	linguistics	linguistic	NOUN
fbem-16449	28	9	,	,	PUNCT
fbem-16449	28	10	computer	computer	NOUN
fbem-16449	28	11	science	science	NOUN
fbem-16449	28	12	,	,	PUNCT
fbem-16449	28	13	and	and	CCONJ
fbem-16449	28	14	statistics	statistic	NOUN
fbem-16449	28	15	,	,	PUNCT
fbem-16449	28	16	nlp	nlp	NOUN
fbem-16449	28	17	can	can	AUX
fbem-16449	28	18	process	process	VERB
fbem-16449	28	19	,	,	PUNCT
fbem-16449	28	20	analyze	analyze	VERB
fbem-16449	28	21	,	,	PUNCT
fbem-16449	28	22	and	and	CCONJ
fbem-16449	28	23	understand	understand	VERB
fbem-16449	28	24	vast	vast	ADJ
fbem-16449	28	25	amounts	amount	NOUN
fbem-16449	28	26	of	of	ADP
fbem-16449	28	27	unstructured	unstructured	ADJ
fbem-16449	28	28	text	text	NOUN
fbem-16449	28	29	data	datum	NOUN
fbem-16449	28	30	,	,	PUNCT
fbem-16449	28	31	and	and	CCONJ
fbem-16449	28	32	perform	perform	VERB
fbem-16449	28	33	various	various	ADJ
fbem-16449	28	34	language	language	NOUN
fbem-16449	28	35	-	-	PUNCT
fbem-16449	28	36	related	relate	VERB
fbem-16449	28	37	tasks	task	NOUN
fbem-16449	28	38	.	.	PUNCT
fbem-16449	29	1	the	the	DET
fbem-16449	29	2	two	two	NUM
fbem-16449	29	3	core	core	NOUN
fbem-16449	29	4	tasks	task	NOUN
fbem-16449	29	5	of	of	ADP
fbem-16449	29	6	nlp	nlp	NOUN
fbem-16449	29	7	are	be	AUX
fbem-16449	29	8	natural	natural	ADJ
fbem-16449	29	9	language	language	NOUN
fbem-16449	29	10	understanding	understanding	NOUN
fbem-16449	29	11	and	and	CCONJ
fbem-16449	29	12	natural	natural	ADJ
fbem-16449	29	13	language	language	NOUN
fbem-16449	29	14	generation	generation	NOUN
fbem-16449	29	15	.	.	PUNCT
fbem-16449	30	1	the	the	DET
fbem-16449	30	2	understanding	understanding	NOUN
fbem-16449	30	3	of	of	ADP
fbem-16449	30	4	natural	natural	ADJ
fbem-16449	30	5	language	language	NOUN
fbem-16449	30	6	is	be	AUX
fbem-16449	30	7	the	the	DET
fbem-16449	30	8	hope	hope	NOUN
fbem-16449	30	9	that	that	SCONJ
fbem-16449	30	10	machines	machine	NOUN
fbem-16449	30	11	can	can	AUX
fbem-16449	30	12	understand	understand	VERB
fbem-16449	30	13	human	human	ADJ
fbem-16449	30	14	languages	language	NOUN
fbem-16449	30	15	in	in	ADP
fbem-16449	30	16	its	its	PRON
fbem-16449	30	17	natural	natural	ADJ
fbem-16449	30	18	form	form	NOUN
fbem-16449	30	19	.	.	PUNCT
fbem-16449	31	1	the	the	DET
fbem-16449	31	2	generation	generation	NOUN
fbem-16449	31	3	of	of	ADP
fbem-16449	31	4	natural	natural	ADJ
fbem-16449	31	5	language	language	NOUN
fbem-16449	31	6	is	be	AUX
fbem-16449	31	7	to	to	PART
fbem-16449	31	8	convert	convert	VERB
fbem-16449	31	9	nonlinguistic	nonlinguistic	ADJ
fbem-16449	31	10	data	datum	NOUN
fbem-16449	31	11	into	into	ADP
fbem-16449	31	12	human	human	ADJ
fbem-16449	31	13	language	language	NOUN
fbem-16449	31	14	format	format	NOUN
fbem-16449	31	15	to	to	PART
fbem-16449	31	16	achieve	achieve	VERB
fbem-16449	31	17	the	the	DET
fbem-16449	31	18	purpose	purpose	NOUN
fbem-16449	31	19	of	of	ADP
fbem-16449	31	20	human	human	ADJ
fbem-16449	31	21	-	-	PUNCT
fbem-16449	31	22	computer	computer	NOUN
fbem-16449	31	23	communication	communication	NOUN
fbem-16449	31	24	.	.	PUNCT
fbem-16449	32	1	one	one	NUM
fbem-16449	32	2	important	important	ADJ
fbem-16449	32	3	step	step	NOUN
fbem-16449	32	4	in	in	ADP
fbem-16449	32	5	nlp	nlp	NOUN
fbem-16449	32	6	is	be	AUX
fbem-16449	32	7	to	to	ADP
fbem-16449	32	8	preprocess	preprocess	NOUN
fbem-16449	32	9	and	and	CCONJ
fbem-16449	32	10	clean	clean	ADJ
fbem-16449	32	11	text	text	NOUN
fbem-16449	32	12	data	datum	NOUN
fbem-16449	32	13	for	for	ADP
fbem-16449	32	14	further	further	ADJ
fbem-16449	32	15	training	training	NOUN
fbem-16449	32	16	.	.	PUNCT
fbem-16449	33	1	it	it	PRON
fbem-16449	33	2	generally	generally	ADV
fbem-16449	33	3	includes	include	VERB
fbem-16449	33	4	the	the	DET
fbem-16449	33	5	followings	following	NOUN
fbem-16449	33	6	:	:	PUNCT
fbem-16449	33	7	segmentation	segmentation	NOUN
fbem-16449	33	8	,	,	PUNCT
fbem-16449	33	9	remove	remove	VERB
fbem-16449	33	10	stop	stop	VERB
fbem-16449	33	11	words	word	NOUN
fbem-16449	33	12	,	,	PUNCT
fbem-16449	33	13	stemming	stemming	NOUN
fbem-16449	33	14	,	,	PUNCT
fbem-16449	33	15	lemmatization	lemmatization	NOUN
fbem-16449	33	16	,	,	PUNCT
fbem-16449	33	17	tokenizing	tokenizing	NOUN
fbem-16449	33	18	,	,	PUNCT
fbem-16449	33	19	embedding	embed	VERB
fbem-16449	33	20	,	,	PUNCT
fbem-16449	33	21	part	part	NOUN
fbem-16449	33	22	of	of	ADP
fbem-16449	33	23	speech	speech	NOUN
fbem-16449	33	24	tagging	tagging	NOUN
fbem-16449	33	25	,	,	PUNCT
fbem-16449	33	26	named	name	VERB
fbem-16449	33	27	entity	entity	NOUN
fbem-16449	33	28	tagging	tagging	NOUN
fbem-16449	33	29	.	.	PUNCT
fbem-16449	34	1	after	after	ADP
fbem-16449	34	2	performing	perform	VERB
fbem-16449	34	3	the	the	PRON
fbem-16449	34	4	above	above	ADJ
fbem-16449	34	5	preprocessing	preprocesse	VERB
fbem-16449	34	6	steps	step	NOUN
fbem-16449	34	7	,	,	PUNCT
fbem-16449	34	8	the	the	DET
fbem-16449	34	9	resultant	resultant	NOUN
fbem-16449	34	10	data	datum	NOUN
fbem-16449	34	11	then	then	ADV
fbem-16449	34	12	can	can	AUX
fbem-16449	34	13	be	be	AUX
fbem-16449	34	14	given	give	VERB
fbem-16449	34	15	to	to	ADP
fbem-16449	34	16	a	a	DET
fbem-16449	34	17	machine	machine	NOUN
fbem-16449	34	18	learning	learn	VERB
fbem-16449	34	19	algorithm	algorithm	NOUN
fbem-16449	34	20	such	such	ADJ
fbem-16449	34	21	as	as	ADP
fbem-16449	34	22	neural	neural	ADJ
fbem-16449	34	23	network	network	NOUN
fbem-16449	34	24	,	,	PUNCT
fbem-16449	34	25	to	to	PART
fbem-16449	34	26	create	create	VERB
fbem-16449	34	27	the	the	DET
fbem-16449	34	28	nlp	nlp	NOUN
fbem-16449	34	29	applications	application	NOUN
fbem-16449	34	30	.	.	PUNCT
fbem-16449	35	1	the	the	DET
fbem-16449	35	2	core	core	NOUN
fbem-16449	35	3	of	of	ADP
fbem-16449	35	4	natural	natural	ADJ
fbem-16449	35	5	language	language	NOUN
fbem-16449	35	6	processing	processing	NOUN
fbem-16449	35	7	is	be	AUX
fbem-16449	35	8	human	human	ADJ
fbem-16449	35	9	-	-	PUNCT
fbem-16449	35	10	machine	machine	NOUN
fbem-16449	35	11	language	language	NOUN
fbem-16449	35	12	interaction	interaction	NOUN
fbem-16449	35	13	,	,	PUNCT
fbem-16449	35	14	which	which	PRON
fbem-16449	35	15	reflects	reflect	VERB
fbem-16449	35	16	human	human	ADJ
fbem-16449	35	17	language	language	NOUN
fbem-16449	35	18	with	with	ADP
fbem-16449	35	19	language	language	NOUN
fbem-16449	35	20	models	model	NOUN
fbem-16449	35	21	generated	generate	VERB
fbem-16449	35	22	by	by	ADP
fbem-16449	35	23	algorithms	algorithm	NOUN
fbem-16449	35	24	based	base	VERB
fbem-16449	35	25	on	on	ADP
fbem-16449	35	26	statistics	statistic	NOUN
fbem-16449	35	27	.	.	PUNCT
fbem-16449	36	1	a	a	DET
fbem-16449	36	2	language	language	NOUN
fbem-16449	36	3	model	model	NOUN
fbem-16449	36	4	is	be	AUX
fbem-16449	36	5	a	a	DET
fbem-16449	36	6	probability	probability	NOUN
fbem-16449	36	7	distribution	distribution	NOUN
fbem-16449	36	8	of	of	ADP
fbem-16449	36	9	a	a	DET
fbem-16449	36	10	sequence	sequence	NOUN
fbem-16449	36	11	of	of	ADP
fbem-16449	36	12	words	word	NOUN
fbem-16449	36	13	.	.	PUNCT
fbem-16449	37	1	through	through	ADP
fbem-16449	37	2	language	language	NOUN
fbem-16449	37	3	models	model	NOUN
fbem-16449	37	4	,	,	PUNCT
fbem-16449	37	5	the	the	DET
fbem-16449	37	6	probability	probability	NOUN
fbem-16449	37	7	of	of	ADP
fbem-16449	37	8	the	the	DET
fbem-16449	37	9	existence	existence	NOUN
fbem-16449	37	10	of	of	ADP
fbem-16449	37	11	a	a	DET
fbem-16449	37	12	string	string	NOUN
fbem-16449	37	13	of	of	ADP
fbem-16449	37	14	words	word	NOUN
fbem-16449	37	15	can	can	AUX
fbem-16449	37	16	be	be	AUX
fbem-16449	37	17	evaluated	evaluate	VERB
fbem-16449	37	18	quantitatively	quantitatively	ADV
fbem-16449	37	19	.	.	PUNCT
fbem-16449	38	1	during	during	ADP
fbem-16449	38	2	the	the	DET
fbem-16449	38	3	process	process	NOUN
fbem-16449	38	4	of	of	ADP
fbem-16449	38	5	text	text	NOUN
fbem-16449	38	6	generation	generation	NOUN
fbem-16449	38	7	,	,	PUNCT
fbem-16449	38	8	the	the	DET
fbem-16449	38	9	probability	probability	NOUN
fbem-16449	38	10	of	of	ADP
fbem-16449	38	11	each	each	DET
fbem-16449	38	12	word	word	NOUN
fbem-16449	38	13	needs	need	VERB
fbem-16449	38	14	to	to	PART
fbem-16449	38	15	be	be	AUX
fbem-16449	38	16	generated	generate	VERB
fbem-16449	38	17	individually	individually	ADV
fbem-16449	38	18	,	,	PUNCT
fbem-16449	38	19	and	and	CCONJ
fbem-16449	38	20	the	the	DET
fbem-16449	38	21	product	product	NOUN
fbem-16449	38	22	of	of	ADP
fbem-16449	38	23	the	the	DET
fbem-16449	38	24	probabilities	probability	NOUN
fbem-16449	38	25	of	of	ADP
fbem-16449	38	26	all	all	DET
fbem-16449	38	27	words	word	NOUN
fbem-16449	38	28	can	can	AUX
fbem-16449	38	29	be	be	AUX
fbem-16449	38	30	used	use	VERB
fbem-16449	38	31	to	to	PART
fbem-16449	38	32	evaluate	evaluate	VERB
fbem-16449	38	33	the	the	DET
fbem-16449	38	34	probability	probability	NOUN
fbem-16449	38	35	of	of	ADP
fbem-16449	38	36	the	the	DET
fbem-16449	38	37	text	text	NOUN
fbem-16449	38	38	's	's	PART
fbem-16449	38	39	appearance	appearance	NOUN
fbem-16449	38	40	.	.	PUNCT
fbem-16449	39	1	from	from	ADP
fbem-16449	39	2	the	the	DET
fbem-16449	39	3	early	early	ADJ
fbem-16449	39	4	traditional	traditional	ADJ
fbem-16449	39	5	machine	machine	NOUN
fbem-16449	39	6	learning	learn	VERB
fbem-16449	39	7	methods	method	NOUN
fbem-16449	39	8	to	to	ADP
fbem-16449	39	9	the	the	DET
fbem-16449	39	10	current	current	ADJ
fbem-16449	39	11	mainstream	mainstream	NOUN
fbem-16449	39	12	deep	deep	ADJ
fbem-16449	39	13	learning	learning	NOUN
fbem-16449	39	14	methods	method	NOUN
fbem-16449	39	15	,	,	PUNCT
fbem-16449	39	16	the	the	DET
fbem-16449	39	17	language	language	NOUN
fbem-16449	39	18	models	model	NOUN
fbem-16449	39	19	have	have	AUX
fbem-16449	39	20	been	be	AUX
fbem-16449	39	21	updated	update	VERB
fbem-16449	39	22	from	from	ADP
fbem-16449	39	23	basic	basic	ADJ
fbem-16449	39	24	models	model	NOUN
fbem-16449	39	25	such	such	ADJ
fbem-16449	39	26	as	as	ADP
fbem-16449	39	27	nnlm	nnlm	NOUN
fbem-16449	39	28	,	,	PUNCT
fbem-16449	39	29	to	to	ADP
fbem-16449	39	30	cnn	cnn	PROPN
fbem-16449	39	31	-	-	PUNCT
fbem-16449	39	32	based	base	VERB
fbem-16449	39	33	model	model	NOUN
fbem-16449	39	34	,	,	PUNCT
fbem-16449	39	35	rnn	rnn	PROPN
fbem-16449	39	36	-	-	PUNCT
fbem-16449	39	37	based	base	VERB
fbem-16449	39	38	model	model	NOUN
fbem-16449	39	39	,	,	PUNCT
fbem-16449	39	40	attention	attention	NOUN
fbem-16449	39	41	-	-	PUNCT
fbem-16449	39	42	based	base	VERB
fbem-16449	39	43	model	model	NOUN
fbem-16449	39	44	,	,	PUNCT
fbem-16449	39	45	and	and	CCONJ
fbem-16449	39	46	transformer	transformer	NOUN
fbem-16449	39	47	-	-	PUNCT
fbem-16449	39	48	based	base	VERB
fbem-16449	39	49	model	model	NOUN
fbem-16449	39	50	.	.	PUNCT
fbem-16449	40	1	different	different	ADJ
fbem-16449	40	2	models	model	NOUN
fbem-16449	40	3	can	can	AUX
fbem-16449	40	4	be	be	AUX
fbem-16449	40	5	applied	apply	VERB
fbem-16449	40	6	in	in	ADP
fbem-16449	40	7	different	different	ADJ
fbem-16449	40	8	scenarios	scenario	NOUN
fbem-16449	40	9	such	such	ADJ
fbem-16449	40	10	as	as	ADP
fbem-16449	40	11	information	information	NOUN
fbem-16449	40	12	extraction	extraction	NOUN
fbem-16449	40	13	,	,	PUNCT
fbem-16449	40	14	81	81	NUM
fbem-16449	40	15	text	text	NOUN
fbem-16449	40	16	generation	generation	NOUN
fbem-16449	40	17	,	,	PUNCT
fbem-16449	40	18	knowledge	knowledge	NOUN
fbem-16449	40	19	graph	graph	NOUN
fbem-16449	40	20	,	,	PUNCT
fbem-16449	40	21	sentiment	sentiment	NOUN
fbem-16449	40	22	analysis	analysis	NOUN
fbem-16449	40	23	,	,	PUNCT
fbem-16449	40	24	etc	etc	X
fbem-16449	40	25	.	.	X
fbem-16449	40	26	3	3	X
fbem-16449	40	27	.	.	X
fbem-16449	40	28	chat	chat	VERB
fbem-16449	40	29	gpt	gpt	NOUN
fbem-16449	40	30	on	on	ADP
fbem-16449	40	31	november	november	PROPN
fbem-16449	40	32	30	30	NUM
fbem-16449	40	33	,	,	PUNCT
fbem-16449	40	34	2022	2022	NUM
fbem-16449	40	35	,	,	PUNCT
fbem-16449	40	36	openai	openai	NOUN
fbem-16449	40	37	released	release	VERB
fbem-16449	40	38	a	a	DET
fbem-16449	40	39	large	large	ADJ
fbem-16449	40	40	language	language	NOUN
fbem-16449	40	41	model	model	NOUN
fbem-16449	40	42	called	call	VERB
fbem-16449	40	43	chat	chat	PROPN
fbem-16449	40	44	gpt	gpt	NOUN
fbem-16449	40	45	.	.	PUNCT
fbem-16449	41	1	within	within	ADP
fbem-16449	41	2	five	five	NUM
fbem-16449	41	3	days	day	NOUN
fbem-16449	41	4	of	of	ADP
fbem-16449	41	5	its	its	PRON
fbem-16449	41	6	release	release	NOUN
fbem-16449	41	7	,	,	PUNCT
fbem-16449	41	8	the	the	DET
fbem-16449	41	9	number	number	NOUN
fbem-16449	41	10	of	of	ADP
fbem-16449	41	11	users	user	NOUN
fbem-16449	41	12	exceeded	exceed	VERB
fbem-16449	41	13	1	1	NUM
fbem-16449	41	14	million	million	NUM
fbem-16449	41	15	,	,	PUNCT
fbem-16449	41	16	and	and	CCONJ
fbem-16449	41	17	within	within	ADP
fbem-16449	41	18	two	two	NUM
fbem-16449	41	19	months	month	NOUN
fbem-16449	41	20	the	the	DET
fbem-16449	41	21	number	number	NOUN
fbem-16449	41	22	of	of	ADP
fbem-16449	41	23	active	active	ADJ
fbem-16449	41	24	users	user	NOUN
fbem-16449	41	25	exceeded	exceed	VERB
fbem-16449	41	26	100	100	NUM
fbem-16449	41	27	million	million	NUM
fbem-16449	41	28	,	,	PUNCT
fbem-16449	41	29	making	make	VERB
fbem-16449	41	30	it	it	PRON
fbem-16449	41	31	the	the	DET
fbem-16449	41	32	fastest	fast	ADV
fbem-16449	41	33	growing	grow	VERB
fbem-16449	41	34	app	app	NOUN
fbem-16449	41	35	to	to	ADP
fbem-16449	41	36	date	date	NOUN
fbem-16449	41	37	.	.	PUNCT
fbem-16449	42	1	gpt	gpt	NOUN
fbem-16449	42	2	,	,	PUNCT
fbem-16449	42	3	short	short	ADJ
fbem-16449	42	4	for	for	ADP
fbem-16449	42	5	generative	generative	ADJ
fbem-16449	42	6	pre	pre	ADJ
fbem-16449	42	7	-	-	ADJ
fbem-16449	42	8	training	training	ADJ
fbem-16449	42	9	transformer	transformer	NOUN
fbem-16449	42	10	,	,	PUNCT
fbem-16449	42	11	is	be	AUX
fbem-16449	42	12	a	a	DET
fbem-16449	42	13	transformer	transformer	NOUN
fbem-16449	42	14	-	-	PUNCT
fbem-16449	42	15	based	base	VERB
fbem-16449	42	16	model	model	NOUN
fbem-16449	42	17	,	,	PUNCT
fbem-16449	42	18	pre	pre	VERB
fbem-16449	42	19	-	-	VERB
fbem-16449	42	20	trained	train	VERB
fbem-16449	42	21	on	on	ADP
fbem-16449	42	22	a	a	DET
fbem-16449	42	23	massive	massive	ADJ
fbem-16449	42	24	amount	amount	NOUN
fbem-16449	42	25	of	of	ADP
fbem-16449	42	26	pre	pre	ADJ
fbem-16449	42	27	-	-	ADJ
fbem-16449	42	28	processed	processed	ADJ
fbem-16449	42	29	data	datum	NOUN
fbem-16449	42	30	,	,	PUNCT
fbem-16449	42	31	including	include	VERB
fbem-16449	42	32	a	a	DET
fbem-16449	42	33	broad	broad	ADJ
fbem-16449	42	34	range	range	NOUN
fbem-16449	42	35	of	of	ADP
fbem-16449	42	36	texts	text	NOUN
fbem-16449	42	37	,	,	PUNCT
fbem-16449	42	38	such	such	ADJ
fbem-16449	42	39	as	as	ADP
fbem-16449	42	40	publications	publication	NOUN
fbem-16449	42	41	and	and	CCONJ
fbem-16449	42	42	websites	website	NOUN
fbem-16449	42	43	.	.	PUNCT
fbem-16449	43	1	to	to	PART
fbem-16449	43	2	prevent	prevent	VERB
fbem-16449	43	3	bias	bias	NOUN
fbem-16449	43	4	,	,	PUNCT
fbem-16449	43	5	duplicate	duplicate	ADJ
fbem-16449	43	6	and	and	CCONJ
fbem-16449	43	7	low	low	ADJ
fbem-16449	43	8	quality	quality	NOUN
fbem-16449	43	9	data	datum	NOUN
fbem-16449	43	10	was	be	AUX
fbem-16449	43	11	excluded	exclude	VERB
fbem-16449	43	12	from	from	ADP
fbem-16449	43	13	the	the	DET
fbem-16449	43	14	training	training	NOUN
fbem-16449	43	15	dataset	dataset	NOUN
fbem-16449	43	16	,	,	PUNCT
fbem-16449	43	17	which	which	PRON
fbem-16449	43	18	enables	enable	VERB
fbem-16449	43	19	chat	chat	VERB
fbem-16449	43	20	gpt	gpt	NOUN
fbem-16449	43	21	to	to	PART
fbem-16449	43	22	learn	learn	VERB
fbem-16449	43	23	from	from	ADP
fbem-16449	43	24	a	a	DET
fbem-16449	43	25	wide	wide	ADJ
fbem-16449	43	26	and	and	CCONJ
fbem-16449	43	27	diverse	diverse	ADJ
fbem-16449	43	28	set	set	NOUN
fbem-16449	43	29	of	of	ADP
fbem-16449	43	30	contents	content	NOUN
fbem-16449	43	31	.	.	PUNCT
fbem-16449	44	1	one	one	NUM
fbem-16449	44	2	notable	notable	ADJ
fbem-16449	44	3	advancement	advancement	NOUN
fbem-16449	44	4	of	of	ADP
fbem-16449	44	5	chat	chat	NOUN
fbem-16449	44	6	gpt	gpt	NOUN
fbem-16449	44	7	is	be	AUX
fbem-16449	44	8	that	that	SCONJ
fbem-16449	44	9	it	it	PRON
fbem-16449	44	10	is	be	AUX
fbem-16449	44	11	based	base	VERB
fbem-16449	44	12	on	on	ADP
fbem-16449	44	13	the	the	DET
fbem-16449	44	14	transformer	transformer	NOUN
fbem-16449	44	15	model	model	NOUN
fbem-16449	44	16	,	,	PUNCT
fbem-16449	44	17	which	which	PRON
fbem-16449	44	18	represents	represent	VERB
fbem-16449	44	19	a	a	DET
fbem-16449	44	20	novel	novel	ADJ
fbem-16449	44	21	architecture	architecture	NOUN
fbem-16449	44	22	that	that	PRON
fbem-16449	44	23	surpasses	surpass	VERB
fbem-16449	44	24	traditional	traditional	ADJ
fbem-16449	44	25	nlp	nlp	NOUN
fbem-16449	44	26	models	model	NOUN
fbem-16449	44	27	in	in	ADP
fbem-16449	44	28	several	several	ADJ
fbem-16449	44	29	aspects	aspect	NOUN
fbem-16449	44	30	.	.	PUNCT
fbem-16449	45	1	unlike	unlike	ADP
fbem-16449	45	2	its	its	PRON
fbem-16449	45	3	predecessors	predecessor	NOUN
fbem-16449	45	4	,	,	PUNCT
fbem-16449	45	5	which	which	PRON
fbem-16449	45	6	rely	rely	VERB
fbem-16449	45	7	on	on	ADP
fbem-16449	45	8	recurrent	recurrent	ADJ
fbem-16449	45	9	neural	neural	ADJ
fbem-16449	45	10	networks	network	NOUN
fbem-16449	45	11	(	(	PUNCT
fbem-16449	45	12	rnns	rnns	PROPN
fbem-16449	45	13	)	)	PUNCT
fbem-16449	45	14	for	for	ADP
fbem-16449	45	15	sequential	sequential	ADJ
fbem-16449	45	16	processing	processing	NOUN
fbem-16449	45	17	,	,	PUNCT
fbem-16449	45	18	the	the	DET
fbem-16449	45	19	transformer	transformer	NOUN
fbem-16449	45	20	model	model	NOUN
fbem-16449	45	21	employs	employ	VERB
fbem-16449	45	22	a	a	DET
fbem-16449	45	23	self	self	NOUN
fbem-16449	45	24	-	-	PUNCT
fbem-16449	45	25	attention	attention	NOUN
fbem-16449	45	26	mechanism	mechanism	NOUN
fbem-16449	45	27	.	.	PUNCT
fbem-16449	46	1	this	this	DET
fbem-16449	46	2	mechanism	mechanism	NOUN
fbem-16449	46	3	allows	allow	VERB
fbem-16449	46	4	the	the	DET
fbem-16449	46	5	model	model	NOUN
fbem-16449	46	6	to	to	PART
fbem-16449	46	7	capture	capture	VERB
fbem-16449	46	8	contextual	contextual	ADJ
fbem-16449	46	9	relationships	relationship	NOUN
fbem-16449	46	10	between	between	ADP
fbem-16449	46	11	words	word	NOUN
fbem-16449	46	12	more	more	ADV
fbem-16449	46	13	effectively	effectively	ADV
fbem-16449	46	14	,	,	PUNCT
fbem-16449	46	15	resulting	result	VERB
fbem-16449	46	16	in	in	ADP
fbem-16449	46	17	improved	improved	ADJ
fbem-16449	46	18	understanding	understanding	NOUN
fbem-16449	46	19	and	and	CCONJ
fbem-16449	46	20	generation	generation	NOUN
fbem-16449	46	21	of	of	ADP
fbem-16449	46	22	human	human	ADJ
fbem-16449	46	23	-	-	PUNCT
fbem-16449	46	24	like	like	ADJ
fbem-16449	46	25	responses	response	NOUN
fbem-16449	46	26	.	.	PUNCT
fbem-16449	47	1	the	the	DET
fbem-16449	47	2	transformer	transformer	NOUN
fbem-16449	47	3	model	model	NOUN
fbem-16449	47	4	brings	bring	VERB
fbem-16449	47	5	several	several	ADJ
fbem-16449	47	6	key	key	ADJ
fbem-16449	47	7	advantages	advantage	NOUN
fbem-16449	47	8	over	over	ADP
fbem-16449	47	9	traditional	traditional	ADJ
fbem-16449	47	10	nlp	nlp	NOUN
fbem-16449	47	11	models	model	NOUN
fbem-16449	47	12	.	.	PUNCT
fbem-16449	48	1	firstly	firstly	ADV
fbem-16449	48	2	,	,	PUNCT
fbem-16449	48	3	the	the	DET
fbem-16449	48	4	transformer	transformer	NOUN
fbem-16449	48	5	model	model	NOUN
fbem-16449	48	6	is	be	AUX
fbem-16449	48	7	highly	highly	ADV
fbem-16449	48	8	parallelizable	parallelizable	ADJ
fbem-16449	48	9	,	,	PUNCT
fbem-16449	48	10	meaning	mean	VERB
fbem-16449	48	11	that	that	SCONJ
fbem-16449	48	12	it	it	PRON
fbem-16449	48	13	can	can	AUX
fbem-16449	48	14	process	process	VERB
fbem-16449	48	15	multiple	multiple	ADJ
fbem-16449	48	16	parts	part	NOUN
fbem-16449	48	17	of	of	ADP
fbem-16449	48	18	a	a	DET
fbem-16449	48	19	sequence	sequence	NOUN
fbem-16449	48	20	at	at	ADP
fbem-16449	48	21	the	the	DET
fbem-16449	48	22	same	same	ADJ
fbem-16449	48	23	time	time	NOUN
fbem-16449	48	24	,	,	PUNCT
fbem-16449	48	25	which	which	PRON
fbem-16449	48	26	significantly	significantly	ADV
fbem-16449	48	27	speeds	speed	VERB
fbem-16449	48	28	up	up	ADP
fbem-16449	48	29	training	training	NOUN
fbem-16449	48	30	and	and	CCONJ
fbem-16449	48	31	inference	inference	NOUN
fbem-16449	48	32	.	.	PUNCT
fbem-16449	49	1	secondly	secondly	ADV
fbem-16449	49	2	,	,	PUNCT
fbem-16449	49	3	the	the	DET
fbem-16449	49	4	transformer	transformer	NOUN
fbem-16449	49	5	model	model	NOUN
fbem-16449	49	6	is	be	AUX
fbem-16449	49	7	able	able	ADJ
fbem-16449	49	8	to	to	PART
fbem-16449	49	9	capture	capture	VERB
fbem-16449	49	10	long	long	ADJ
fbem-16449	49	11	-	-	PUNCT
fbem-16449	49	12	term	term	NOUN
fbem-16449	49	13	dependencies	dependency	NOUN
fbem-16449	49	14	in	in	ADP
fbem-16449	49	15	text	text	NOUN
fbem-16449	49	16	,	,	PUNCT
fbem-16449	49	17	which	which	PRON
fbem-16449	49	18	allows	allow	VERB
fbem-16449	49	19	it	it	PRON
fbem-16449	49	20	to	to	PART
fbem-16449	49	21	better	well	ADV
fbem-16449	49	22	understand	understand	VERB
fbem-16449	49	23	the	the	DET
fbem-16449	49	24	overall	overall	ADJ
fbem-16449	49	25	context	context	NOUN
fbem-16449	49	26	and	and	CCONJ
fbem-16449	49	27	generate	generate	VERB
fbem-16449	49	28	more	more	ADV
fbem-16449	49	29	coherent	coherent	ADJ
fbem-16449	49	30	text	text	NOUN
fbem-16449	49	31	.	.	PUNCT
fbem-16449	50	1	furthermore	furthermore	ADV
fbem-16449	50	2	,	,	PUNCT
fbem-16449	50	3	the	the	DET
fbem-16449	50	4	transformer	transformer	NOUN
fbem-16449	50	5	model	model	NOUN
fbem-16449	50	6	is	be	AUX
fbem-16449	50	7	also	also	ADV
fbem-16449	50	8	more	more	ADV
fbem-16449	50	9	flexible	flexible	ADJ
fbem-16449	50	10	and	and	CCONJ
fbem-16449	50	11	scalable	scalable	ADJ
fbem-16449	50	12	,	,	PUNCT
fbem-16449	50	13	making	make	VERB
fbem-16449	50	14	it	it	PRON
fbem-16449	50	15	easier	easy	ADJ
fbem-16449	50	16	to	to	PART
fbem-16449	50	17	adapt	adapt	VERB
fbem-16449	50	18	it	it	PRON
fbem-16449	50	19	to	to	ADP
fbem-16449	50	20	different	different	ADJ
fbem-16449	50	21	domains	domain	NOUN
fbem-16449	50	22	and	and	CCONJ
fbem-16449	50	23	tasks	task	NOUN
fbem-16449	50	24	.	.	PUNCT
fbem-16449	51	1	4	4	X
fbem-16449	51	2	.	.	X
fbem-16449	51	3	application	application	NOUN
fbem-16449	51	4	of	of	ADP
fbem-16449	51	5	chat	chat	NOUN
fbem-16449	51	6	gpt	gpt	NOUN
fbem-16449	51	7	in	in	ADP
fbem-16449	51	8	china	china	PROPN
fbem-16449	51	9	’s	’s	PART
fbem-16449	51	10	financial	financial	ADJ
fbem-16449	51	11	industry	industry	NOUN
fbem-16449	51	12	chat	chat	NOUN
fbem-16449	51	13	gpt	gpt	NOUN
fbem-16449	51	14	is	be	AUX
fbem-16449	51	15	the	the	DET
fbem-16449	51	16	latest	late	ADJ
fbem-16449	51	17	and	and	CCONJ
fbem-16449	51	18	most	most	ADV
fbem-16449	51	19	powerful	powerful	ADJ
fbem-16449	51	20	large	large	ADJ
fbem-16449	51	21	language	language	NOUN
fbem-16449	51	22	model	model	NOUN
fbem-16449	51	23	that	that	PRON
fbem-16449	51	24	has	have	AUX
fbem-16449	51	25	been	be	AUX
fbem-16449	51	26	revolutionizing	revolutionize	VERB
fbem-16449	51	27	various	various	ADJ
fbem-16449	51	28	industries	industry	NOUN
fbem-16449	51	29	in	in	ADP
fbem-16449	51	30	china	china	PROPN
fbem-16449	51	31	.	.	PUNCT
fbem-16449	52	1	notably	notably	ADV
fbem-16449	52	2	,	,	PUNCT
fbem-16449	52	3	it	it	PRON
fbem-16449	52	4	has	have	AUX
fbem-16449	52	5	also	also	ADV
fbem-16449	52	6	emerged	emerge	VERB
fbem-16449	52	7	in	in	ADP
fbem-16449	52	8	the	the	DET
fbem-16449	52	9	past	past	ADJ
fbem-16449	52	10	year	year	NOUN
fbem-16449	52	11	in	in	ADP
fbem-16449	52	12	the	the	DET
fbem-16449	52	13	financial	financial	ADJ
fbem-16449	52	14	sector	sector	NOUN
fbem-16449	52	15	,	,	PUNCT
fbem-16449	52	16	such	such	ADJ
fbem-16449	52	17	as	as	ADP
fbem-16449	52	18	insurance	insurance	NOUN
fbem-16449	52	19	,	,	PUNCT
fbem-16449	52	20	banking	banking	NOUN
fbem-16449	52	21	,	,	PUNCT
fbem-16449	52	22	cooperate	cooperate	VERB
fbem-16449	52	23	finance	finance	NOUN
fbem-16449	52	24	,	,	PUNCT
fbem-16449	52	25	investment	investment	NOUN
fbem-16449	52	26	and	and	CCONJ
fbem-16449	52	27	so	so	ADV
fbem-16449	52	28	on	on	ADV
fbem-16449	52	29	.	.	PROPN
fbem-16449	53	1	4.1	4.1	NUM
fbem-16449	53	2	.	.	PUNCT
fbem-16449	53	3	application	application	NOUN
fbem-16449	53	4	in	in	ADP
fbem-16449	53	5	customer	customer	NOUN
fbem-16449	53	6	service	service	NOUN
fbem-16449	53	7	intelligent	intelligent	ADJ
fbem-16449	53	8	customer	customer	NOUN
fbem-16449	53	9	service	service	NOUN
fbem-16449	53	10	is	be	AUX
fbem-16449	53	11	a	a	DET
fbem-16449	53	12	set	set	NOUN
fbem-16449	53	13	of	of	ADP
fbem-16449	53	14	industry	industry	NOUN
fbem-16449	53	15	-	-	PUNCT
fbem-16449	53	16	oriented	orient	VERB
fbem-16449	53	17	applications	application	NOUN
fbem-16449	53	18	which	which	PRON
fbem-16449	53	19	can	can	AUX
fbem-16449	53	20	provide	provide	VERB
fbem-16449	53	21	professional	professional	ADJ
fbem-16449	53	22	services	service	NOUN
fbem-16449	53	23	by	by	ADP
fbem-16449	53	24	performing	perform	VERB
fbem-16449	53	25	large	large	ADJ
fbem-16449	53	26	-	-	PUNCT
fbem-16449	53	27	scale	scale	NOUN
fbem-16449	53	28	knowledge	knowledge	NOUN
fbem-16449	53	29	processing	processing	NOUN
fbem-16449	53	30	,	,	PUNCT
fbem-16449	53	31	natural	natural	ADJ
fbem-16449	53	32	language	language	NOUN
fbem-16449	53	33	understanding	understanding	NOUN
fbem-16449	53	34	,	,	PUNCT
fbem-16449	53	35	knowledge	knowledge	NOUN
fbem-16449	53	36	management	management	NOUN
fbem-16449	53	37	,	,	PUNCT
fbem-16449	53	38	automatic	automatic	ADJ
fbem-16449	53	39	question	question	NOUN
fbem-16449	53	40	answering	answering	NOUN
fbem-16449	53	41	and	and	CCONJ
fbem-16449	53	42	reasoning	reasoning	NOUN
fbem-16449	53	43	,	,	PUNCT
fbem-16449	53	44	etc	etc	X
fbem-16449	53	45	.	.	X
fbem-16449	54	1	it	it	PRON
fbem-16449	54	2	not	not	PART
fbem-16449	54	3	only	only	ADV
fbem-16449	54	4	establishes	establish	VERB
fbem-16449	54	5	a	a	DET
fbem-16449	54	6	quick	quick	ADJ
fbem-16449	54	7	and	and	CCONJ
fbem-16449	54	8	effective	effective	ADJ
fbem-16449	54	9	channel	channel	NOUN
fbem-16449	54	10	for	for	SCONJ
fbem-16449	54	11	companies	company	NOUN
fbem-16449	54	12	to	to	PART
fbem-16449	54	13	communicate	communicate	VERB
fbem-16449	54	14	with	with	ADP
fbem-16449	54	15	massive	massive	ADJ
fbem-16449	54	16	customers	customer	NOUN
fbem-16449	54	17	and	and	CCONJ
fbem-16449	54	18	users	user	NOUN
fbem-16449	54	19	based	base	VERB
fbem-16449	54	20	on	on	ADP
fbem-16449	54	21	natural	natural	ADJ
fbem-16449	54	22	language	language	NOUN
fbem-16449	54	23	,	,	PUNCT
fbem-16449	54	24	but	but	CCONJ
fbem-16449	54	25	also	also	ADV
fbem-16449	54	26	provides	provide	VERB
fbem-16449	54	27	companies	company	NOUN
fbem-16449	54	28	with	with	ADP
fbem-16449	54	29	professional	professional	ADJ
fbem-16449	54	30	knowledge	knowledge	NOUN
fbem-16449	54	31	management	management	NOUN
fbem-16449	54	32	and	and	CCONJ
fbem-16449	54	33	statistical	statistical	ADJ
fbem-16449	54	34	analysis	analysis	NOUN
fbem-16449	54	35	information	information	NOUN
fbem-16449	54	36	.	.	PUNCT
fbem-16449	55	1	currently	currently	ADV
fbem-16449	55	2	,	,	PUNCT
fbem-16449	55	3	china	china	PROPN
fbem-16449	55	4	’s	’s	PART
fbem-16449	55	5	five	five	NUM
fbem-16449	55	6	state	state	NOUN
fbem-16449	55	7	-	-	PUNCT
fbem-16449	55	8	owned	own	VERB
fbem-16449	55	9	banks	bank	NOUN
fbem-16449	55	10	and	and	CCONJ
fbem-16449	55	11	12	12	NUM
fbem-16449	55	12	national	national	ADJ
fbem-16449	55	13	joint	joint	ADJ
fbem-16449	55	14	-	-	PUNCT
fbem-16449	55	15	stock	stock	NOUN
fbem-16449	55	16	commercial	commercial	ADJ
fbem-16449	55	17	banks	bank	NOUN
fbem-16449	55	18	all	all	PRON
fbem-16449	55	19	have	have	VERB
fbem-16449	55	20	intelligent	intelligent	ADJ
fbem-16449	55	21	customer	customer	NOUN
fbem-16449	55	22	service	service	NOUN
fbem-16449	55	23	system	system	NOUN
fbem-16449	55	24	layout	layout	NOUN
fbem-16449	55	25	on	on	ADP
fbem-16449	55	26	the	the	DET
fbem-16449	55	27	online	online	ADJ
fbem-16449	55	28	channels	channel	NOUN
fbem-16449	55	29	.	.	PUNCT
fbem-16449	56	1	those	those	DET
fbem-16449	56	2	intelligent	intelligent	ADJ
fbem-16449	56	3	customer	customer	NOUN
fbem-16449	56	4	service	service	NOUN
fbem-16449	56	5	can	can	AUX
fbem-16449	56	6	provide	provide	VERB
fbem-16449	56	7	general	general	ADJ
fbem-16449	56	8	information	information	NOUN
fbem-16449	56	9	and	and	CCONJ
fbem-16449	56	10	solve	solve	VERB
fbem-16449	56	11	some	some	DET
fbem-16449	56	12	simple	simple	ADJ
fbem-16449	56	13	and	and	CCONJ
fbem-16449	56	14	straightforward	straightforward	ADJ
fbem-16449	56	15	problems	problem	NOUN
fbem-16449	56	16	for	for	ADP
fbem-16449	56	17	the	the	DET
fbem-16449	56	18	customers	customer	NOUN
fbem-16449	56	19	.	.	PUNCT
fbem-16449	57	1	but	but	CCONJ
fbem-16449	57	2	in	in	ADP
fbem-16449	57	3	terms	term	NOUN
fbem-16449	57	4	of	of	ADP
fbem-16449	57	5	complexity	complexity	NOUN
fbem-16449	57	6	,	,	PUNCT
fbem-16449	57	7	such	such	ADJ
fbem-16449	57	8	as	as	ADP
fbem-16449	57	9	contextual	contextual	ADJ
fbem-16449	57	10	connections	connection	NOUN
fbem-16449	57	11	,	,	PUNCT
fbem-16449	57	12	there	there	PRON
fbem-16449	57	13	still	still	ADV
fbem-16449	57	14	is	be	AUX
fbem-16449	57	15	a	a	DET
fbem-16449	57	16	lot	lot	NOUN
fbem-16449	57	17	of	of	ADP
fbem-16449	57	18	room	room	NOUN
fbem-16449	57	19	for	for	ADP
fbem-16449	57	20	improvement	improvement	NOUN
fbem-16449	57	21	.	.	PUNCT
fbem-16449	58	1	with	with	ADP
fbem-16449	58	2	the	the	DET
fbem-16449	58	3	rapid	rapid	ADJ
fbem-16449	58	4	growth	growth	NOUN
fbem-16449	58	5	of	of	ADP
fbem-16449	58	6	chatgpt	chatgpt	NOUN
fbem-16449	58	7	,	,	PUNCT
fbem-16449	58	8	many	many	ADJ
fbem-16449	58	9	financial	financial	ADJ
fbem-16449	58	10	institutions	institution	NOUN
fbem-16449	58	11	in	in	ADP
fbem-16449	58	12	china	china	PROPN
fbem-16449	58	13	are	be	AUX
fbem-16449	58	14	exploring	explore	VERB
fbem-16449	58	15	its	its	PRON
fbem-16449	58	16	chatbot	chatbot	NOUN
fbem-16449	58	17	application	application	NOUN
fbem-16449	58	18	in	in	ADP
fbem-16449	58	19	customer	customer	NOUN
fbem-16449	58	20	service	service	NOUN
fbem-16449	58	21	.	.	PUNCT
fbem-16449	59	1	chatgpt	chatgpt	NOUN
fbem-16449	59	2	represents	represent	VERB
fbem-16449	59	3	a	a	DET
fbem-16449	59	4	significant	significant	ADJ
fbem-16449	59	5	step	step	NOUN
fbem-16449	59	6	from	from	ADP
fbem-16449	59	7	the	the	DET
fbem-16449	59	8	traditional	traditional	ADJ
fbem-16449	59	9	chatbot	chatbot	NOUN
fbem-16449	59	10	technology	technology	NOUN
fbem-16449	59	11	,	,	PUNCT
fbem-16449	59	12	due	due	ADP
fbem-16449	59	13	to	to	ADP
fbem-16449	59	14	the	the	DET
fbem-16449	59	15	following	follow	VERB
fbem-16449	59	16	reasons	reason	NOUN
fbem-16449	59	17	.	.	PUNCT
fbem-16449	60	1	first	first	ADV
fbem-16449	60	2	,	,	PUNCT
fbem-16449	60	3	chatgpt	chatgpt	NOUN
fbem-16449	60	4	is	be	AUX
fbem-16449	60	5	able	able	ADJ
fbem-16449	60	6	to	to	PART
fbem-16449	60	7	handle	handle	VERB
fbem-16449	60	8	complex	complex	ADJ
fbem-16449	60	9	financial	financial	ADJ
fbem-16449	60	10	queries	query	NOUN
fbem-16449	60	11	and	and	CCONJ
fbem-16449	60	12	provide	provide	VERB
fbem-16449	60	13	personalized	personalized	ADJ
fbem-16449	60	14	advice	advice	NOUN
fbem-16449	60	15	based	base	VERB
fbem-16449	60	16	on	on	ADP
fbem-16449	60	17	a	a	DET
fbem-16449	60	18	customer	customer	NOUN
fbem-16449	60	19	's	's	PART
fbem-16449	60	20	unique	unique	ADJ
fbem-16449	60	21	needs	need	NOUN
fbem-16449	60	22	and	and	CCONJ
fbem-16449	60	23	circumstances	circumstance	NOUN
fbem-16449	60	24	.	.	PUNCT
fbem-16449	61	1	on	on	ADP
fbem-16449	61	2	one	one	NUM
fbem-16449	61	3	hand	hand	NOUN
fbem-16449	61	4	,	,	PUNCT
fbem-16449	61	5	chatgpt	chatgpt	NOUN
fbem-16449	61	6	is	be	AUX
fbem-16449	61	7	trained	train	VERB
fbem-16449	61	8	on	on	ADP
fbem-16449	61	9	a	a	DET
fbem-16449	61	10	large	large	ADJ
fbem-16449	61	11	corpus	corpus	NOUN
fbem-16449	61	12	,	,	PUNCT
fbem-16449	61	13	which	which	PRON
fbem-16449	61	14	provides	provide	VERB
fbem-16449	61	15	it	it	PRON
fbem-16449	61	16	with	with	ADP
fbem-16449	61	17	solid	solid	ADJ
fbem-16449	61	18	knowledge	knowledge	NOUN
fbem-16449	61	19	base	base	NOUN
fbem-16449	61	20	.	.	PUNCT
fbem-16449	62	1	in	in	ADP
fbem-16449	62	2	addition	addition	NOUN
fbem-16449	62	3	,	,	PUNCT
fbem-16449	62	4	it	it	PRON
fbem-16449	62	5	is	be	AUX
fbem-16449	62	6	also	also	ADV
fbem-16449	62	7	capable	capable	ADJ
fbem-16449	62	8	of	of	ADP
fbem-16449	62	9	continuously	continuously	ADV
fbem-16449	62	10	learning	learn	VERB
fbem-16449	62	11	from	from	ADP
fbem-16449	62	12	new	new	ADJ
fbem-16449	62	13	data	datum	NOUN
fbem-16449	62	14	,	,	PUNCT
fbem-16449	62	15	and	and	CCONJ
fbem-16449	62	16	can	can	AUX
fbem-16449	62	17	be	be	AUX
fbem-16449	62	18	fine	fine	ADV
fbem-16449	62	19	-	-	PUNCT
fbem-16449	62	20	tuned	tune	VERB
fbem-16449	62	21	to	to	ADP
fbem-16449	62	22	specific	specific	ADJ
fbem-16449	62	23	finance	finance	NOUN
fbem-16449	62	24	domains	domain	NOUN
fbem-16449	62	25	.	.	PUNCT
fbem-16449	63	1	there	there	PRON
fbem-16449	63	2	are	be	VERB
fbem-16449	63	3	many	many	ADJ
fbem-16449	63	4	technical	technical	ADJ
fbem-16449	63	5	terms	term	NOUN
fbem-16449	63	6	and	and	CCONJ
fbem-16449	63	7	complicated	complicated	ADJ
fbem-16449	63	8	processes	process	NOUN
fbem-16449	63	9	in	in	ADP
fbem-16449	63	10	financial	financial	ADJ
fbem-16449	63	11	sectors	sector	NOUN
fbem-16449	63	12	,	,	PUNCT
fbem-16449	63	13	which	which	PRON
fbem-16449	63	14	makes	make	VERB
fbem-16449	63	15	it	it	PRON
fbem-16449	63	16	difficult	difficult	ADJ
fbem-16449	63	17	for	for	SCONJ
fbem-16449	63	18	customers	customer	NOUN
fbem-16449	63	19	to	to	PART
fbem-16449	63	20	understand	understand	VERB
fbem-16449	63	21	and	and	CCONJ
fbem-16449	63	22	use	use	VERB
fbem-16449	63	23	financial	financial	ADJ
fbem-16449	63	24	products	product	NOUN
fbem-16449	63	25	.	.	PUNCT
fbem-16449	64	1	with	with	ADP
fbem-16449	64	2	the	the	DET
fbem-16449	64	3	help	help	NOUN
fbem-16449	64	4	of	of	ADP
fbem-16449	64	5	chatgpt	chatgpt	NOUN
fbem-16449	64	6	generated	generate	VERB
fbem-16449	64	7	chatbots	chatbot	NOUN
fbem-16449	64	8	,	,	PUNCT
fbem-16449	64	9	customers	customer	NOUN
fbem-16449	64	10	can	can	AUX
fbem-16449	64	11	gain	gain	VERB
fbem-16449	64	12	easier	easy	ADJ
fbem-16449	64	13	access	access	NOUN
fbem-16449	64	14	to	to	ADP
fbem-16449	64	15	the	the	DET
fbem-16449	64	16	understanding	understanding	NOUN
fbem-16449	64	17	and	and	CCONJ
fbem-16449	64	18	usage	usage	NOUN
fbem-16449	64	19	of	of	ADP
fbem-16449	64	20	financial	financial	ADJ
fbem-16449	64	21	products	product	NOUN
fbem-16449	64	22	.	.	PUNCT
fbem-16449	65	1	on	on	ADP
fbem-16449	65	2	the	the	DET
fbem-16449	65	3	other	other	ADJ
fbem-16449	65	4	hand	hand	NOUN
fbem-16449	65	5	,	,	PUNCT
fbem-16449	65	6	chatgpt	chatgpt	NOUN
fbem-16449	65	7	can	can	AUX
fbem-16449	65	8	analyze	analyze	VERB
fbem-16449	65	9	individual	individual	ADJ
fbem-16449	65	10	customer	customer	NOUN
fbem-16449	65	11	data	datum	NOUN
fbem-16449	65	12	to	to	PART
fbem-16449	65	13	provide	provide	VERB
fbem-16449	65	14	customized	customized	ADJ
fbem-16449	65	15	recommendations	recommendation	NOUN
fbem-16449	65	16	,	,	PUNCT
fbem-16449	65	17	based	base	VERB
fbem-16449	65	18	on	on	ADP
fbem-16449	65	19	historical	historical	ADJ
fbem-16449	65	20	transactions	transaction	NOUN
fbem-16449	65	21	and	and	CCONJ
fbem-16449	65	22	conversations	conversation	NOUN
fbem-16449	65	23	.	.	PUNCT
fbem-16449	66	1	for	for	ADP
fbem-16449	66	2	example	example	NOUN
fbem-16449	66	3	,	,	PUNCT
fbem-16449	66	4	if	if	SCONJ
fbem-16449	66	5	a	a	DET
fbem-16449	66	6	client	client	NOUN
fbem-16449	66	7	inquires	inquire	VERB
fbem-16449	66	8	about	about	ADP
fbem-16449	66	9	investment	investment	NOUN
fbem-16449	66	10	options	option	NOUN
fbem-16449	66	11	,	,	PUNCT
fbem-16449	66	12	chatgpt	chatgpt	NOUN
fbem-16449	66	13	can	can	AUX
fbem-16449	66	14	analyze	analyze	VERB
fbem-16449	66	15	their	their	PRON
fbem-16449	66	16	financial	financial	ADJ
fbem-16449	66	17	history	history	NOUN
fbem-16449	66	18	and	and	CCONJ
fbem-16449	66	19	risk	risk	NOUN
fbem-16449	66	20	tolerance	tolerance	NOUN
fbem-16449	66	21	and	and	CCONJ
fbem-16449	66	22	provide	provide	VERB
fbem-16449	66	23	personalized	personalized	ADJ
fbem-16449	66	24	recommendations	recommendation	NOUN
fbem-16449	66	25	and	and	CCONJ
fbem-16449	66	26	advice	advice	NOUN
fbem-16449	66	27	.	.	PUNCT
fbem-16449	67	1	this	this	DET
fbem-16449	67	2	level	level	NOUN
fbem-16449	67	3	of	of	ADP
fbem-16449	67	4	customization	customization	NOUN
fbem-16449	67	5	sets	set	VERB
fbem-16449	67	6	chatgpt	chatgpt	NOUN
fbem-16449	67	7	apart	apart	ADV
fbem-16449	67	8	from	from	ADP
fbem-16449	67	9	traditional	traditional	ADJ
fbem-16449	67	10	chatbots	chatbot	NOUN
fbem-16449	67	11	,	,	PUNCT
fbem-16449	67	12	which	which	PRON
fbem-16449	67	13	may	may	AUX
fbem-16449	67	14	only	only	ADV
fbem-16449	67	15	provide	provide	VERB
fbem-16449	67	16	generic	generic	ADJ
fbem-16449	67	17	responses	response	NOUN
fbem-16449	67	18	or	or	CCONJ
fbem-16449	67	19	fail	fail	VERB
fbem-16449	67	20	to	to	PART
fbem-16449	67	21	understand	understand	VERB
fbem-16449	67	22	the	the	DET
fbem-16449	67	23	nuances	nuance	NOUN
fbem-16449	67	24	of	of	ADP
fbem-16449	67	25	a	a	DET
fbem-16449	67	26	customer	customer	NOUN
fbem-16449	67	27	's	's	PART
fbem-16449	67	28	financial	financial	ADJ
fbem-16449	67	29	situation	situation	NOUN
fbem-16449	67	30	fully	fully	ADV
fbem-16449	67	31	.	.	PUNCT
fbem-16449	68	1	second	second	ADJ
fbem-16449	68	2	,	,	PUNCT
fbem-16449	68	3	in	in	ADP
fbem-16449	68	4	terms	term	NOUN
fbem-16449	68	5	of	of	ADP
fbem-16449	68	6	building	build	VERB
fbem-16449	68	7	knowledge	knowledge	NOUN
fbem-16449	68	8	base	base	NOUN
fbem-16449	68	9	,	,	PUNCT
fbem-16449	68	10	chatgpt	chatgpt	NOUN
fbem-16449	68	11	has	have	VERB
fbem-16449	68	12	advantages	advantage	NOUN
fbem-16449	68	13	in	in	ADP
fbem-16449	68	14	knowledge	knowledge	NOUN
fbem-16449	68	15	initialization	initialization	NOUN
fbem-16449	68	16	and	and	CCONJ
fbem-16449	68	17	management	management	NOUN
fbem-16449	68	18	.	.	PUNCT
fbem-16449	69	1	for	for	ADP
fbem-16449	69	2	current	current	ADJ
fbem-16449	69	3	chatbot	chatbot	NOUN
fbem-16449	69	4	knowledge	knowledge	NOUN
fbem-16449	69	5	base	base	NOUN
fbem-16449	69	6	,	,	PUNCT
fbem-16449	69	7	it	it	PRON
fbem-16449	69	8	generally	generally	ADV
fbem-16449	69	9	requires	require	VERB
fbem-16449	69	10	manual	manual	ADJ
fbem-16449	69	11	annotation	annotation	NOUN
fbem-16449	69	12	,	,	PUNCT
fbem-16449	69	13	classification	classification	NOUN
fbem-16449	69	14	and	and	CCONJ
fbem-16449	69	15	maintenance	maintenance	NOUN
fbem-16449	69	16	,	,	PUNCT
fbem-16449	69	17	which	which	PRON
fbem-16449	69	18	is	be	AUX
fbem-16449	69	19	repetitive	repetitive	ADJ
fbem-16449	69	20	and	and	CCONJ
fbem-16449	69	21	inefficient	inefficient	ADJ
fbem-16449	69	22	.	.	PUNCT
fbem-16449	70	1	chatgpt	chatgpt	NOUN
fbem-16449	70	2	,	,	PUNCT
fbem-16449	70	3	by	by	ADP
fbem-16449	70	4	contrast	contrast	NOUN
fbem-16449	70	5	,	,	PUNCT
fbem-16449	70	6	allows	allow	VERB
fbem-16449	70	7	operators	operator	NOUN
fbem-16449	70	8	to	to	PART
fbem-16449	70	9	directly	directly	ADV
fbem-16449	70	10	generate	generate	VERB
fbem-16449	70	11	knowledge	knowledge	NOUN
fbem-16449	70	12	through	through	ADP
fbem-16449	70	13	existing	exist	VERB
fbem-16449	70	14	resources	resource	NOUN
fbem-16449	70	15	,	,	PUNCT
fbem-16449	70	16	and	and	CCONJ
fbem-16449	70	17	shifts	shift	NOUN
fbem-16449	70	18	operators	operator	NOUN
fbem-16449	70	19	from	from	ADP
fbem-16449	70	20	writing	write	VERB
fbem-16449	70	21	questions	question	NOUN
fbem-16449	70	22	and	and	CCONJ
fbem-16449	70	23	answers	answer	NOUN
fbem-16449	70	24	to	to	ADP
fbem-16449	70	25	reviewing	review	VERB
fbem-16449	70	26	and	and	CCONJ
fbem-16449	70	27	tuning	tuning	NOUN
fbem-16449	70	28	models	model	NOUN
fbem-16449	70	29	.	.	PUNCT
fbem-16449	71	1	in	in	ADP
fbem-16449	71	2	addition	addition	NOUN
fbem-16449	71	3	,	,	PUNCT
fbem-16449	71	4	in	in	ADP
fbem-16449	71	5	terms	term	NOUN
fbem-16449	71	6	of	of	ADP
fbem-16449	71	7	frequently	frequently	ADV
fbem-16449	71	8	asked	ask	VERB
fbem-16449	71	9	questions	question	NOUN
fbem-16449	71	10	,	,	PUNCT
fbem-16449	71	11	chatgpt	chatgpt	NOUN
fbem-16449	71	12	can	can	AUX
fbem-16449	71	13	put	put	VERB
fbem-16449	71	14	together	together	ADV
fbem-16449	71	15	a	a	DET
fbem-16449	71	16	database	database	NOUN
fbem-16449	71	17	within	within	ADP
fbem-16449	71	18	a	a	DET
fbem-16449	71	19	short	short	ADJ
fbem-16449	71	20	amount	amount	NOUN
fbem-16449	71	21	of	of	ADP
fbem-16449	71	22	time	time	NOUN
fbem-16449	71	23	and	and	CCONJ
fbem-16449	71	24	update	update	VERB
fbem-16449	71	25	it	it	PRON
fbem-16449	71	26	in	in	ADP
fbem-16449	71	27	a	a	DET
fbem-16449	71	28	timely	timely	ADJ
fbem-16449	71	29	manner	manner	NOUN
fbem-16449	71	30	,	,	PUNCT
fbem-16449	71	31	helping	help	VERB
fbem-16449	71	32	customers	customer	NOUN
fbem-16449	71	33	better	well	ADV
fbem-16449	71	34	solve	solve	VERB
fbem-16449	71	35	problems	problem	NOUN
fbem-16449	71	36	by	by	ADP
fbem-16449	71	37	themselves	themselves	PRON
fbem-16449	71	38	.	.	PUNCT
fbem-16449	72	1	third	third	ADV
fbem-16449	72	2	,	,	PUNCT
fbem-16449	72	3	chatgpt	chatgpt	NOUN
fbem-16449	72	4	can	can	AUX
fbem-16449	72	5	provide	provide	VERB
fbem-16449	72	6	better	well	ADJ
fbem-16449	72	7	customer	customer	NOUN
fbem-16449	72	8	experience	experience	NOUN
fbem-16449	72	9	in	in	ADP
fbem-16449	72	10	multiple	multiple	ADJ
fbem-16449	72	11	rounds	round	NOUN
fbem-16449	72	12	of	of	ADP
fbem-16449	72	13	conversation	conversation	NOUN
fbem-16449	72	14	which	which	PRON
fbem-16449	72	15	requires	require	VERB
fbem-16449	72	16	some	some	DET
fbem-16449	72	17	level	level	NOUN
fbem-16449	72	18	of	of	ADP
fbem-16449	72	19	reasoning	reasoning	NOUN
fbem-16449	72	20	to	to	PART
fbem-16449	72	21	understand	understand	VERB
fbem-16449	72	22	users	user	NOUN
fbem-16449	72	23	’	'	PUNCT
fbem-16449	72	24	intent	intent	NOUN
fbem-16449	72	25	and	and	CCONJ
fbem-16449	72	26	answer	answer	VERB
fbem-16449	72	27	questions	question	NOUN
fbem-16449	72	28	.	.	PUNCT
fbem-16449	73	1	current	current	ADJ
fbem-16449	73	2	chatbots	chatbot	NOUN
fbem-16449	73	3	are	be	AUX
fbem-16449	73	4	not	not	PART
fbem-16449	73	5	good	good	ADJ
fbem-16449	73	6	at	at	ADP
fbem-16449	73	7	natural	natural	ADJ
fbem-16449	73	8	language	language	NOUN
fbem-16449	73	9	reasoning	reasoning	NOUN
fbem-16449	73	10	.	.	PUNCT
fbem-16449	74	1	as	as	SCONJ
fbem-16449	74	2	the	the	DET
fbem-16449	74	3	conversation	conversation	NOUN
fbem-16449	74	4	progresses	progress	VERB
fbem-16449	74	5	,	,	PUNCT
fbem-16449	74	6	the	the	DET
fbem-16449	74	7	system	system	NOUN
fbem-16449	74	8	may	may	AUX
fbem-16449	74	9	encounter	encounter	VERB
fbem-16449	74	10	difficulties	difficulty	NOUN
fbem-16449	74	11	in	in	ADP
fbem-16449	74	12	maintaining	maintain	VERB
fbem-16449	74	13	coherence	coherence	NOUN
fbem-16449	74	14	and	and	CCONJ
fbem-16449	74	15	consistency	consistency	NOUN
fbem-16449	74	16	,	,	PUNCT
fbem-16449	74	17	and	and	CCONJ
fbem-16449	74	18	generate	generate	VERB
fbem-16449	74	19	answers	answer	NOUN
fbem-16449	74	20	that	that	SCONJ
fbem-16449	74	21	jump	jump	NOUN
fbem-16449	74	22	,	,	PUNCT
fbem-16449	74	23	repeat	repeat	NOUN
fbem-16449	74	24	,	,	PUNCT
fbem-16449	74	25	or	or	CCONJ
fbem-16449	74	26	digress	digress	NOUN
fbem-16449	74	27	.	.	PUNCT
fbem-16449	75	1	as	as	ADP
fbem-16449	75	2	a	a	DET
fbem-16449	75	3	result	result	NOUN
fbem-16449	75	4	,	,	PUNCT
fbem-16449	75	5	customers	customer	NOUN
fbem-16449	75	6	may	may	AUX
fbem-16449	75	7	request	request	VERB
fbem-16449	75	8	service	service	NOUN
fbem-16449	75	9	from	from	ADP
fbem-16449	75	10	customer	customer	NOUN
fbem-16449	75	11	representative	representative	NOUN
fbem-16449	75	12	more	more	ADJ
fbem-16449	75	13	frequently.in	frequently.in	X
fbem-16449	75	14	contrast	contrast	NOUN
fbem-16449	75	15	,	,	PUNCT
fbem-16449	75	16	chatgpt	chatgpt	NOUN
fbem-16449	75	17	is	be	AUX
fbem-16449	75	18	based	base	VERB
fbem-16449	75	19	on	on	ADP
fbem-16449	75	20	the	the	DET
fbem-16449	75	21	transformer	transformer	NOUN
fbem-16449	75	22	architecture	architecture	NOUN
fbem-16449	75	23	,	,	PUNCT
fbem-16449	75	24	which	which	PRON
fbem-16449	75	25	uses	use	VERB
fbem-16449	75	26	a	a	DET
fbem-16449	75	27	self	self	NOUN
fbem-16449	75	28	-	-	PUNCT
fbem-16449	75	29	attention	attention	NOUN
fbem-16449	75	30	mechanism	mechanism	NOUN
fbem-16449	75	31	that	that	PRON
fbem-16449	75	32	allows	allow	VERB
fbem-16449	75	33	the	the	DET
fbem-16449	75	34	model	model	NOUN
fbem-16449	75	35	to	to	PART
fbem-16449	75	36	capture	capture	VERB
fbem-16449	75	37	long	long	ADJ
fbem-16449	75	38	distance	distance	NOUN
fbem-16449	75	39	dependencies	dependency	NOUN
fbem-16449	75	40	in	in	ADP
fbem-16449	75	41	the	the	DET
fbem-16449	75	42	input	input	NOUN
fbem-16449	75	43	sequence	sequence	NOUN
fbem-16449	75	44	,	,	PUNCT
fbem-16449	75	45	which	which	PRON
fbem-16449	75	46	helps	help	VERB
fbem-16449	75	47	to	to	PART
fbem-16449	75	48	better	well	ADV
fbem-16449	75	49	understand	understand	VERB
fbem-16449	75	50	the	the	DET
fbem-16449	75	51	interconnections	interconnection	NOUN
fbem-16449	75	52	between	between	ADP
fbem-16449	75	53	complex	complex	ADJ
fbem-16449	75	54	sentences	sentence	NOUN
fbem-16449	75	55	and	and	CCONJ
fbem-16449	75	56	user	user	NOUN
fbem-16449	75	57	needs	need	NOUN
fbem-16449	75	58	.	.	PUNCT
fbem-16449	76	1	these	these	DET
fbem-16449	76	2	characteristics	characteristic	NOUN
fbem-16449	76	3	allow	allow	VERB
fbem-16449	76	4	chatgpt	chatgpt	NOUN
fbem-16449	76	5	to	to	PART
fbem-16449	76	6	capture	capture	VERB
fbem-16449	76	7	a	a	DET
fbem-16449	76	8	certain	certain	ADJ
fbem-16449	76	9	span	span	NOUN
fbem-16449	76	10	of	of	ADP
fbem-16449	76	11	context	context	NOUN
fbem-16449	76	12	information	information	NOUN
fbem-16449	76	13	,	,	PUNCT
fbem-16449	76	14	to	to	PART
fbem-16449	76	15	understand	understand	VERB
fbem-16449	76	16	a	a	DET
fbem-16449	76	17	certain	certain	ADJ
fbem-16449	76	18	degree	degree	NOUN
fbem-16449	76	19	of	of	ADP
fbem-16449	76	20	complex	complex	ADJ
fbem-16449	76	21	dialogue	dialogue	NOUN
fbem-16449	76	22	structure	structure	NOUN
fbem-16449	76	23	,	,	PUNCT
fbem-16449	76	24	and	and	CCONJ
fbem-16449	76	25	to	to	PART
fbem-16449	76	26	handle	handle	VERB
fbem-16449	76	27	multiple	multiple	ADJ
fbem-16449	76	28	rounds	round	NOUN
fbem-16449	76	29	of	of	ADP
fbem-16449	76	30	conversation.n	conversation.n	PROPN
fbem-16449	76	31	addition	addition	NOUN
fbem-16449	76	32	,	,	PUNCT
fbem-16449	76	33	in	in	ADP
fbem-16449	76	34	terms	term	NOUN
fbem-16449	76	35	of	of	ADP
fbem-16449	76	36	recognizing	recognize	VERB
fbem-16449	76	37	customers	customer	NOUN
fbem-16449	76	38	’	’	PART
fbem-16449	76	39	sentiments	sentiment	NOUN
fbem-16449	76	40	,	,	PUNCT
fbem-16449	76	41	current	current	ADJ
fbem-16449	76	42	chatbots	chatbot	NOUN
fbem-16449	76	43	still	still	ADV
fbem-16449	76	44	have	have	VERB
fbem-16449	76	45	much	much	ADJ
fbem-16449	76	46	room	room	NOUN
fbem-16449	76	47	for	for	ADP
fbem-16449	76	48	improvement	improvement	NOUN
fbem-16449	76	49	.	.	PUNCT
fbem-16449	77	1	for	for	ADP
fbem-16449	77	2	example	example	NOUN
fbem-16449	77	3	,	,	PUNCT
fbem-16449	77	4	when	when	SCONJ
fbem-16449	77	5	a	a	DET
fbem-16449	77	6	customer	customer	NOUN
fbem-16449	77	7	shows	show	VERB
fbem-16449	77	8	emotions	emotion	NOUN
fbem-16449	77	9	such	such	ADJ
fbem-16449	77	10	as	as	ADP
fbem-16449	77	11	anger	anger	NOUN
fbem-16449	77	12	,	,	PUNCT
fbem-16449	77	13	disappointment	disappointment	NOUN
fbem-16449	77	14	,	,	PUNCT
fbem-16449	77	15	or	or	CCONJ
fbem-16449	77	16	sarcasm	sarcasm	NOUN
fbem-16449	77	17	,	,	PUNCT
fbem-16449	77	18	the	the	DET
fbem-16449	77	19	system	system	NOUN
fbem-16449	77	20	may	may	AUX
fbem-16449	77	21	not	not	PART
fbem-16449	77	22	be	be	AUX
fbem-16449	77	23	able	able	ADJ
fbem-16449	77	24	to	to	PART
fbem-16449	77	25	understand	understand	VERB
fbem-16449	77	26	and	and	CCONJ
fbem-16449	77	27	respond	respond	VERB
fbem-16449	77	28	accordingly	accordingly	ADV
fbem-16449	77	29	.	.	PUNCT
fbem-16449	78	1	in	in	ADP
fbem-16449	78	2	contrast	contrast	NOUN
fbem-16449	78	3	,	,	PUNCT
fbem-16449	78	4	chatgpt	chatgpt	NOUN
fbem-16449	78	5	can	can	AUX
fbem-16449	78	6	recognize	recognize	VERB
fbem-16449	78	7	and	and	CCONJ
fbem-16449	78	8	analyze	analyze	VERB
fbem-16449	78	9	sentiment	sentiment	NOUN
fbem-16449	78	10	,	,	PUNCT
fbem-16449	78	11	capture	capture	VERB
fbem-16449	78	12	the	the	DET
fbem-16449	78	13	emotional	emotional	ADJ
fbem-16449	78	14	risks	risk	NOUN
fbem-16449	78	15	in	in	ADP
fbem-16449	78	16	time	time	NOUN
fbem-16449	78	17	,	,	PUNCT
fbem-16449	78	18	give	give	VERB
fbem-16449	78	19	early	early	ADJ
fbem-16449	78	20	warning	warning	NOUN
fbem-16449	78	21	,	,	PUNCT
fbem-16449	78	22	and	and	CCONJ
fbem-16449	78	23	set	set	VERB
fbem-16449	78	24	reception	reception	NOUN
fbem-16449	78	25	priority	priority	NOUN
fbem-16449	78	26	or	or	CCONJ
fbem-16449	78	27	direct	direct	ADJ
fbem-16449	78	28	to	to	ADP
fbem-16449	78	29	more	more	ADV
fbem-16449	78	30	experienced	experienced	ADJ
fbem-16449	78	31	service	service	NOUN
fbem-16449	78	32	personnel	personnel	NOUN
fbem-16449	78	33	.	.	PUNCT
fbem-16449	79	1	finally	finally	ADV
fbem-16449	79	2	,	,	PUNCT
fbem-16449	79	3	using	use	VERB
fbem-16449	79	4	chatgpt	chatgpt	NOUN
fbem-16449	79	5	can	can	AUX
fbem-16449	79	6	help	help	VERB
fbem-16449	79	7	financial	financial	ADJ
fbem-16449	79	8	institutions	institution	NOUN
fbem-16449	79	9	reduce	reduce	VERB
fbem-16449	79	10	costs	cost	NOUN
fbem-16449	79	11	associated	associate	VERB
fbem-16449	79	12	with	with	ADP
fbem-16449	79	13	customer	customer	NOUN
fbem-16449	79	14	service	service	NOUN
fbem-16449	79	15	while	while	SCONJ
fbem-16449	79	16	providing	provide	VERB
fbem-16449	79	17	24/7	24/7	NUM
fbem-16449	79	18	service	service	NOUN
fbem-16449	79	19	to	to	ADP
fbem-16449	79	20	customers	customer	NOUN
fbem-16449	79	21	with	with	ADP
fbem-16449	79	22	a	a	DET
fbem-16449	79	23	minimum	minimum	ADJ
fbem-16449	79	24	wait	wait	NOUN
fbem-16449	79	25	time	time	NOUN
fbem-16449	79	26	.	.	PUNCT
fbem-16449	80	1	by	by	ADP
fbem-16449	80	2	automating	automate	VERB
fbem-16449	80	3	customer	customer	NOUN
fbem-16449	80	4	support	support	NOUN
fbem-16449	80	5	with	with	ADP
fbem-16449	80	6	chatgpt	chatgpt	NOUN
fbem-16449	80	7	,	,	PUNCT
fbem-16449	80	8	82	82	NUM
fbem-16449	80	9	financial	financial	ADJ
fbem-16449	80	10	institutions	institution	NOUN
fbem-16449	80	11	can	can	AUX
fbem-16449	80	12	reduce	reduce	VERB
fbem-16449	80	13	the	the	DET
fbem-16449	80	14	need	need	NOUN
fbem-16449	80	15	for	for	ADP
fbem-16449	80	16	human	human	ADJ
fbem-16449	80	17	customer	customer	NOUN
fbem-16449	80	18	service	service	NOUN
fbem-16449	80	19	,	,	PUNCT
fbem-16449	80	20	resulting	result	VERB
fbem-16449	80	21	in	in	ADP
fbem-16449	80	22	significant	significant	ADJ
fbem-16449	80	23	cost	cost	NOUN
fbem-16449	80	24	savings	saving	NOUN
fbem-16449	80	25	.	.	PUNCT
fbem-16449	81	1	4.2	4.2	NUM
fbem-16449	81	2	.	.	PUNCT
fbem-16449	81	3	application	application	NOUN
fbem-16449	81	4	in	in	ADP
fbem-16449	81	5	financial	financial	ADJ
fbem-16449	81	6	forecast	forecast	NOUN
fbem-16449	81	7	and	and	CCONJ
fbem-16449	81	8	analysis	analysis	NOUN
fbem-16449	81	9	for	for	ADP
fbem-16449	81	10	financial	financial	ADJ
fbem-16449	81	11	analysis	analysis	NOUN
fbem-16449	81	12	,	,	PUNCT
fbem-16449	81	13	professionals	professional	NOUN
fbem-16449	81	14	generally	generally	ADV
fbem-16449	81	15	collect	collect	VERB
fbem-16449	81	16	and	and	CCONJ
fbem-16449	81	17	analyze	analyze	VERB
fbem-16449	81	18	data	datum	NOUN
fbem-16449	81	19	from	from	ADP
fbem-16449	81	20	a	a	DET
fbem-16449	81	21	variety	variety	NOUN
fbem-16449	81	22	of	of	ADP
fbem-16449	81	23	sources	source	NOUN
fbem-16449	81	24	,	,	PUNCT
fbem-16449	81	25	such	such	ADJ
fbem-16449	81	26	as	as	ADP
fbem-16449	81	27	financial	financial	ADJ
fbem-16449	81	28	reports	report	NOUN
fbem-16449	81	29	,	,	PUNCT
fbem-16449	81	30	market	market	NOUN
fbem-16449	81	31	data	datum	NOUN
fbem-16449	81	32	,	,	PUNCT
fbem-16449	81	33	and	and	CCONJ
fbem-16449	81	34	news	news	NOUN
fbem-16449	81	35	articles	article	NOUN
fbem-16449	81	36	.	.	PUNCT
fbem-16449	82	1	this	this	DET
fbem-16449	82	2	information	information	NOUN
fbem-16449	82	3	can	can	AUX
fbem-16449	82	4	then	then	ADV
fbem-16449	82	5	be	be	AUX
fbem-16449	82	6	used	use	VERB
fbem-16449	82	7	to	to	PART
fbem-16449	82	8	create	create	VERB
fbem-16449	82	9	financial	financial	ADJ
fbem-16449	82	10	models	model	NOUN
fbem-16449	82	11	to	to	PART
fbem-16449	82	12	predict	predict	VERB
fbem-16449	82	13	future	future	ADJ
fbem-16449	82	14	performance	performance	NOUN
fbem-16449	82	15	.	.	PUNCT
fbem-16449	83	1	chatgpt	chatgpt	NOUN
fbem-16449	83	2	is	be	AUX
fbem-16449	83	3	trained	train	VERB
fbem-16449	83	4	in	in	ADP
fbem-16449	83	5	a	a	DET
fbem-16449	83	6	wide	wide	ADJ
fbem-16449	83	7	range	range	NOUN
fbem-16449	83	8	of	of	ADP
fbem-16449	83	9	texts	text	NOUN
fbem-16449	83	10	from	from	ADP
fbem-16449	83	11	a	a	DET
fbem-16449	83	12	variety	variety	NOUN
fbem-16449	83	13	of	of	ADP
fbem-16449	83	14	sources	source	NOUN
fbem-16449	83	15	,	,	PUNCT
fbem-16449	83	16	which	which	PRON
fbem-16449	83	17	means	mean	VERB
fbem-16449	83	18	it	it	PRON
fbem-16449	83	19	has	have	VERB
fbem-16449	83	20	a	a	DET
fbem-16449	83	21	broad	broad	ADJ
fbem-16449	83	22	understanding	understanding	NOUN
fbem-16449	83	23	of	of	ADP
fbem-16449	83	24	financial	financial	ADJ
fbem-16449	83	25	concepts	concept	NOUN
fbem-16449	83	26	,	,	PUNCT
fbem-16449	83	27	techniques	technique	NOUN
fbem-16449	83	28	and	and	CCONJ
fbem-16449	83	29	market	market	NOUN
fbem-16449	83	30	data	datum	NOUN
fbem-16449	83	31	.	.	PUNCT
fbem-16449	84	1	this	this	PRON
fbem-16449	84	2	enables	enable	VERB
fbem-16449	84	3	it	it	PRON
fbem-16449	84	4	to	to	PART
fbem-16449	84	5	assist	assist	VERB
fbem-16449	84	6	in	in	ADP
fbem-16449	84	7	financial	financial	ADJ
fbem-16449	84	8	forecasting	forecasting	NOUN
fbem-16449	84	9	and	and	CCONJ
fbem-16449	84	10	analysis	analysis	NOUN
fbem-16449	84	11	by	by	ADP
fbem-16449	84	12	providing	provide	VERB
fbem-16449	84	13	information	information	NOUN
fbem-16449	84	14	and	and	CCONJ
fbem-16449	84	15	insights	insight	NOUN
fbem-16449	84	16	on	on	ADP
fbem-16449	84	17	a	a	DET
fbem-16449	84	18	wide	wide	ADJ
fbem-16449	84	19	range	range	NOUN
fbem-16449	84	20	of	of	ADP
fbem-16449	84	21	financial	financial	ADJ
fbem-16449	84	22	topics	topic	NOUN
fbem-16449	84	23	.	.	PUNCT
fbem-16449	85	1	in	in	ADP
fbem-16449	85	2	addition	addition	NOUN
fbem-16449	85	3	,	,	PUNCT
fbem-16449	85	4	chatgpt	chatgpt	NOUN
fbem-16449	85	5	's	's	PART
fbem-16449	85	6	natural	natural	ADJ
fbem-16449	85	7	language	language	NOUN
fbem-16449	85	8	processing	processing	NOUN
fbem-16449	85	9	capabilities	capability	NOUN
fbem-16449	85	10	enable	enable	VERB
fbem-16449	85	11	it	it	PRON
fbem-16449	85	12	to	to	PART
fbem-16449	85	13	understand	understand	VERB
fbem-16449	85	14	and	and	CCONJ
fbem-16449	85	15	answer	answer	VERB
fbem-16449	85	16	complex	complex	ADJ
fbem-16449	85	17	questions	question	NOUN
fbem-16449	85	18	,	,	PUNCT
fbem-16449	85	19	making	make	VERB
fbem-16449	85	20	it	it	PRON
fbem-16449	85	21	easier	easy	ADJ
fbem-16449	85	22	for	for	SCONJ
fbem-16449	85	23	financial	financial	ADJ
fbem-16449	85	24	professionals	professional	NOUN
fbem-16449	85	25	to	to	PART
fbem-16449	85	26	access	access	VERB
fbem-16449	85	27	the	the	DET
fbem-16449	85	28	information	information	NOUN
fbem-16449	85	29	they	they	PRON
fbem-16449	85	30	need	need	VERB
fbem-16449	85	31	to	to	PART
fbem-16449	85	32	make	make	VERB
fbem-16449	85	33	decisions	decision	NOUN
fbem-16449	85	34	.	.	PUNCT
fbem-16449	86	1	therefore	therefore	ADV
fbem-16449	86	2	,	,	PUNCT
fbem-16449	86	3	chatgpt	chatgpt	NOUN
fbem-16449	86	4	's	's	PART
fbem-16449	86	5	key	key	ADJ
fbem-16449	86	6	strength	strength	NOUN
fbem-16449	86	7	in	in	ADP
fbem-16449	86	8	financial	financial	ADJ
fbem-16449	86	9	forecasting	forecasting	NOUN
fbem-16449	86	10	and	and	CCONJ
fbem-16449	86	11	analysis	analysis	NOUN
fbem-16449	86	12	is	be	AUX
fbem-16449	86	13	its	its	PRON
fbem-16449	86	14	ability	ability	NOUN
fbem-16449	86	15	to	to	PART
fbem-16449	86	16	process	process	VERB
fbem-16449	86	17	and	and	CCONJ
fbem-16449	86	18	make	make	VERB
fbem-16449	86	19	sense	sense	NOUN
fbem-16449	86	20	of	of	ADP
fbem-16449	86	21	large	large	ADJ
fbem-16449	86	22	amounts	amount	NOUN
fbem-16449	86	23	of	of	ADP
fbem-16449	86	24	information	information	NOUN
fbem-16449	86	25	and	and	CCONJ
fbem-16449	86	26	provide	provide	VERB
fbem-16449	86	27	insights	insight	NOUN
fbem-16449	86	28	and	and	CCONJ
fbem-16449	86	29	explanations	explanation	NOUN
fbem-16449	86	30	in	in	ADP
fbem-16449	86	31	a	a	DET
fbem-16449	86	32	clear	clear	ADJ
fbem-16449	86	33	and	and	CCONJ
fbem-16449	86	34	concise	concise	ADJ
fbem-16449	86	35	manner	manner	NOUN
fbem-16449	86	36	.	.	PUNCT
fbem-16449	87	1	for	for	ADP
fbem-16449	87	2	example	example	NOUN
fbem-16449	87	3	,	,	PUNCT
fbem-16449	87	4	chatgpt	chatgpt	NOUN
fbem-16449	87	5	can	can	AUX
fbem-16449	87	6	analyze	analyze	VERB
fbem-16449	87	7	and	and	CCONJ
fbem-16449	87	8	process	process	VERB
fbem-16449	87	9	a	a	DET
fbem-16449	87	10	large	large	ADJ
fbem-16449	87	11	amount	amount	NOUN
fbem-16449	87	12	of	of	ADP
fbem-16449	87	13	financial	financial	ADJ
fbem-16449	87	14	texts	text	NOUN
fbem-16449	87	15	,	,	PUNCT
fbem-16449	87	16	such	such	ADJ
fbem-16449	87	17	as	as	ADP
fbem-16449	87	18	news	news	NOUN
fbem-16449	87	19	reports	report	NOUN
fbem-16449	87	20	,	,	PUNCT
fbem-16449	87	21	company	company	NOUN
fbem-16449	87	22	announcements	announcement	NOUN
fbem-16449	87	23	,	,	PUNCT
fbem-16449	87	24	analysts	analyst	NOUN
fbem-16449	87	25	'	'	PART
fbem-16449	87	26	reports	report	NOUN
fbem-16449	87	27	,	,	PUNCT
fbem-16449	87	28	financial	financial	ADJ
fbem-16449	87	29	statements	statement	NOUN
fbem-16449	87	30	,	,	PUNCT
fbem-16449	87	31	etc	etc	X
fbem-16449	87	32	.	.	X
fbem-16449	87	33	,	,	PUNCT
fbem-16449	87	34	to	to	PART
fbem-16449	87	35	help	help	VERB
fbem-16449	87	36	financial	financial	ADJ
fbem-16449	87	37	analysts	analyst	NOUN
fbem-16449	87	38	identify	identify	VERB
fbem-16449	87	39	market	market	NOUN
fbem-16449	87	40	sentiment	sentiment	NOUN
fbem-16449	87	41	and	and	CCONJ
fbem-16449	87	42	assess	assess	VERB
fbem-16449	87	43	a	a	DET
fbem-16449	87	44	company	company	NOUN
fbem-16449	87	45	's	's	PART
fbem-16449	87	46	financial	financial	ADJ
fbem-16449	87	47	position	position	NOUN
fbem-16449	87	48	,	,	PUNCT
fbem-16449	87	49	profitability	profitability	NOUN
fbem-16449	87	50	,	,	PUNCT
fbem-16449	87	51	solvency	solvency	NOUN
fbem-16449	87	52	,	,	PUNCT
fbem-16449	87	53	and	and	CCONJ
fbem-16449	87	54	other	other	ADJ
fbem-16449	87	55	indicators	indicator	NOUN
fbem-16449	87	56	more	more	ADV
fbem-16449	87	57	accurately	accurately	ADV
fbem-16449	87	58	,	,	PUNCT
fbem-16449	87	59	and	and	CCONJ
fbem-16449	87	60	then	then	ADV
fbem-16449	87	61	generate	generate	VERB
fbem-16449	87	62	a	a	DET
fbem-16449	87	63	report	report	NOUN
fbem-16449	87	64	to	to	PART
fbem-16449	87	65	predict	predict	VERB
fbem-16449	87	66	its	its	PRON
fbem-16449	87	67	financial	financial	ADJ
fbem-16449	87	68	status	status	NOUN
fbem-16449	87	69	,	,	PUNCT
fbem-16449	87	70	future	future	ADJ
fbem-16449	87	71	trends	trend	NOUN
fbem-16449	87	72	and	and	CCONJ
fbem-16449	87	73	stock	stock	NOUN
fbem-16449	87	74	price	price	NOUN
fbem-16449	87	75	.	.	PUNCT
fbem-16449	88	1	4.3	4.3	NUM
fbem-16449	88	2	.	.	PUNCT
fbem-16449	88	3	applications	application	NOUN
fbem-16449	88	4	in	in	ADP
fbem-16449	88	5	financial	financial	ADJ
fbem-16449	88	6	risk	risk	NOUN
fbem-16449	88	7	management	management	NOUN
fbem-16449	88	8	chatgpt	chatgpt	NOUN
fbem-16449	88	9	can	can	AUX
fbem-16449	88	10	help	help	VERB
fbem-16449	88	11	discover	discover	VERB
fbem-16449	88	12	risks	risk	NOUN
fbem-16449	88	13	and	and	CCONJ
fbem-16449	88	14	improve	improve	VERB
fbem-16449	88	15	financial	financial	ADJ
fbem-16449	88	16	risk	risk	NOUN
fbem-16449	88	17	control	control	NOUN
fbem-16449	88	18	process	process	NOUN
fbem-16449	88	19	.	.	PUNCT
fbem-16449	89	1	risk	risk	NOUN
fbem-16449	89	2	analysis	analysis	NOUN
fbem-16449	89	3	is	be	AUX
fbem-16449	89	4	a	a	DET
fbem-16449	89	5	critical	critical	ADJ
fbem-16449	89	6	process	process	NOUN
fbem-16449	89	7	in	in	ADP
fbem-16449	89	8	the	the	DET
fbem-16449	89	9	financial	financial	ADJ
fbem-16449	89	10	service	service	NOUN
fbem-16449	89	11	industry	industry	NOUN
fbem-16449	89	12	,	,	PUNCT
fbem-16449	89	13	as	as	SCONJ
fbem-16449	89	14	it	it	PRON
fbem-16449	89	15	helps	help	VERB
fbem-16449	89	16	assess	assess	VERB
fbem-16449	89	17	and	and	CCONJ
fbem-16449	89	18	manage	manage	VERB
fbem-16449	89	19	potential	potential	ADJ
fbem-16449	89	20	risks	risk	NOUN
fbem-16449	89	21	of	of	ADP
fbem-16449	89	22	a	a	DET
fbem-16449	89	23	business	business	NOUN
fbem-16449	89	24	.	.	PUNCT
fbem-16449	90	1	traditionally	traditionally	ADV
fbem-16449	90	2	,	,	PUNCT
fbem-16449	90	3	risk	risk	NOUN
fbem-16449	90	4	analysis	analysis	NOUN
fbem-16449	90	5	has	have	AUX
fbem-16449	90	6	been	be	AUX
fbem-16449	90	7	a	a	DET
fbem-16449	90	8	manual	manual	ADJ
fbem-16449	90	9	process	process	NOUN
fbem-16449	90	10	of	of	ADP
fbem-16449	90	11	analyzing	analyze	VERB
fbem-16449	90	12	large	large	ADJ
fbem-16449	90	13	amounts	amount	NOUN
fbem-16449	90	14	of	of	ADP
fbem-16449	90	15	data	datum	NOUN
fbem-16449	90	16	,	,	PUNCT
fbem-16449	90	17	which	which	PRON
fbem-16449	90	18	requires	require	VERB
fbem-16449	90	19	a	a	DET
fbem-16449	90	20	lot	lot	NOUN
fbem-16449	90	21	of	of	ADP
fbem-16449	90	22	human	human	ADJ
fbem-16449	90	23	labor	labor	NOUN
fbem-16449	90	24	.	.	PUNCT
fbem-16449	91	1	chatgpt	chatgpt	NOUN
fbem-16449	91	2	can	can	AUX
fbem-16449	91	3	be	be	AUX
fbem-16449	91	4	used	use	VERB
fbem-16449	91	5	to	to	PART
fbem-16449	91	6	automate	automate	VERB
fbem-16449	91	7	those	those	DET
fbem-16449	91	8	tasks	task	NOUN
fbem-16449	91	9	and	and	CCONJ
fbem-16449	91	10	make	make	VERB
fbem-16449	91	11	the	the	DET
fbem-16449	91	12	process	process	NOUN
fbem-16449	91	13	more	more	ADV
fbem-16449	91	14	efficient	efficient	ADJ
fbem-16449	91	15	and	and	CCONJ
fbem-16449	91	16	the	the	DET
fbem-16449	91	17	results	result	NOUN
fbem-16449	91	18	more	more	ADV
fbem-16449	91	19	accurate	accurate	ADJ
fbem-16449	91	20	.	.	PUNCT
fbem-16449	92	1	for	for	ADP
fbem-16449	92	2	example	example	NOUN
fbem-16449	92	3	,	,	PUNCT
fbem-16449	92	4	a	a	DET
fbem-16449	92	5	fund	fund	NOUN
fbem-16449	92	6	can	can	AUX
fbem-16449	92	7	use	use	VERB
fbem-16449	92	8	chatgpt	chatgpt	NOUN
fbem-16449	92	9	to	to	PART
fbem-16449	92	10	analyze	analyze	VERB
fbem-16449	92	11	the	the	DET
fbem-16449	92	12	market	market	NOUN
fbem-16449	92	13	trends	trend	NOUN
fbem-16449	92	14	,	,	PUNCT
fbem-16449	92	15	evaluate	evaluate	VERB
fbem-16449	92	16	a	a	DET
fbem-16449	92	17	company	company	NOUN
fbem-16449	92	18	’s	’s	PART
fbem-16449	92	19	financial	financial	ADJ
fbem-16449	92	20	condition	condition	NOUN
fbem-16449	92	21	,	,	PUNCT
fbem-16449	92	22	and	and	CCONJ
fbem-16449	92	23	consider	consider	VERB
fbem-16449	92	24	macroeconomic	macroeconomic	ADJ
fbem-16449	92	25	factors	factor	NOUN
fbem-16449	92	26	to	to	PART
fbem-16449	92	27	identify	identify	VERB
fbem-16449	92	28	the	the	DET
fbem-16449	92	29	risks	risk	NOUN
fbem-16449	92	30	of	of	ADP
fbem-16449	92	31	an	an	DET
fbem-16449	92	32	investment	investment	NOUN
fbem-16449	92	33	portfolio	portfolio	NOUN
fbem-16449	92	34	.	.	PUNCT
fbem-16449	93	1	a	a	DET
fbem-16449	93	2	bank	bank	NOUN
fbem-16449	93	3	can	can	AUX
fbem-16449	93	4	identify	identify	VERB
fbem-16449	93	5	the	the	DET
fbem-16449	93	6	potential	potential	ADJ
fbem-16449	93	7	risks	risk	NOUN
fbem-16449	93	8	of	of	ADP
fbem-16449	93	9	a	a	DET
fbem-16449	93	10	bank	bank	NOUN
fbem-16449	93	11	loan	loan	NOUN
fbem-16449	93	12	by	by	ADP
fbem-16449	93	13	using	use	VERB
fbem-16449	93	14	chatgpt	chatgpt	NOUN
fbem-16449	93	15	to	to	PART
fbem-16449	93	16	analyze	analyze	VERB
fbem-16449	93	17	the	the	DET
fbem-16449	93	18	financial	financial	ADJ
fbem-16449	93	19	reports	report	NOUN
fbem-16449	93	20	and	and	CCONJ
fbem-16449	93	21	news	news	NOUN
fbem-16449	93	22	reports	report	NOUN
fbem-16449	93	23	of	of	ADP
fbem-16449	93	24	a	a	DET
fbem-16449	93	25	borrower	borrower	NOUN
fbem-16449	93	26	.	.	PUNCT
fbem-16449	94	1	a	a	DET
fbem-16449	94	2	company	company	NOUN
fbem-16449	94	3	can	can	AUX
fbem-16449	94	4	use	use	VERB
fbem-16449	94	5	chatgpt	chatgpt	NOUN
fbem-16449	94	6	to	to	PART
fbem-16449	94	7	analyze	analyze	VERB
fbem-16449	94	8	the	the	DET
fbem-16449	94	9	customer	customer	NOUN
fbem-16449	94	10	transactions	transaction	NOUN
fbem-16449	94	11	of	of	ADP
fbem-16449	94	12	its	its	PRON
fbem-16449	94	13	business	business	NOUN
fbem-16449	94	14	and	and	CCONJ
fbem-16449	94	15	detect	detect	VERB
fbem-16449	94	16	suspicious	suspicious	ADJ
fbem-16449	94	17	activities	activity	NOUN
fbem-16449	94	18	in	in	ADP
fbem-16449	94	19	real	real	ADJ
fbem-16449	94	20	-	-	PUNCT
fbem-16449	94	21	time	time	NOUN
fbem-16449	94	22	,	,	PUNCT
fbem-16449	94	23	including	include	VERB
fbem-16449	94	24	risk	risk	NOUN
fbem-16449	94	25	of	of	ADP
fbem-16449	94	26	fraud	fraud	NOUN
fbem-16449	94	27	and	and	CCONJ
fbem-16449	94	28	financial	financial	ADJ
fbem-16449	94	29	losses	loss	NOUN
fbem-16449	94	30	.	.	PUNCT
fbem-16449	95	1	in	in	ADP
fbem-16449	95	2	addition	addition	NOUN
fbem-16449	95	3	,	,	PUNCT
fbem-16449	95	4	chatgpt	chatgpt	NOUN
fbem-16449	95	5	can	can	AUX
fbem-16449	95	6	build	build	VERB
fbem-16449	95	7	strong	strong	ADJ
fbem-16449	95	8	knowledge	knowledge	NOUN
fbem-16449	95	9	base	base	NOUN
fbem-16449	95	10	of	of	ADP
fbem-16449	95	11	financial	financial	ADJ
fbem-16449	95	12	regulations	regulation	NOUN
fbem-16449	95	13	and	and	CCONJ
fbem-16449	95	14	make	make	VERB
fbem-16449	95	15	sure	sure	ADJ
fbem-16449	95	16	a	a	DET
fbem-16449	95	17	financial	financial	ADJ
fbem-16449	95	18	institution	institution	NOUN
fbem-16449	95	19	is	be	AUX
fbem-16449	95	20	in	in	ADP
fbem-16449	95	21	compliance	compliance	NOUN
fbem-16449	95	22	with	with	ADP
fbem-16449	95	23	applicable	applicable	ADJ
fbem-16449	95	24	laws	law	NOUN
fbem-16449	95	25	and	and	CCONJ
fbem-16449	95	26	regulation	regulation	NOUN
fbem-16449	95	27	during	during	ADP
fbem-16449	95	28	its	its	PRON
fbem-16449	95	29	daily	daily	ADJ
fbem-16449	95	30	operation	operation	NOUN
fbem-16449	95	31	.	.	PUNCT
fbem-16449	96	1	4.4	4.4	NUM
fbem-16449	96	2	.	.	PUNCT
fbem-16449	96	3	application	application	NOUN
fbem-16449	96	4	in	in	ADP
fbem-16449	96	5	financial	financial	ADJ
fbem-16449	96	6	research	research	NOUN
fbem-16449	96	7	chatgpt	chatgpt	NOUN
fbem-16449	96	8	can	can	AUX
fbem-16449	96	9	be	be	AUX
fbem-16449	96	10	applied	apply	VERB
fbem-16449	96	11	in	in	ADP
fbem-16449	96	12	financial	financial	ADJ
fbem-16449	96	13	research	research	NOUN
fbem-16449	96	14	in	in	ADP
fbem-16449	96	15	a	a	DET
fbem-16449	96	16	number	number	NOUN
fbem-16449	96	17	of	of	ADP
fbem-16449	96	18	ways	way	NOUN
fbem-16449	96	19	.	.	PUNCT
fbem-16449	97	1	first	first	ADV
fbem-16449	97	2	,	,	PUNCT
fbem-16449	97	3	chatgpt	chatgpt	NOUN
fbem-16449	97	4	can	can	AUX
fbem-16449	97	5	generate	generate	VERB
fbem-16449	97	6	simulations	simulation	NOUN
fbem-16449	97	7	and	and	CCONJ
fbem-16449	97	8	scenarios	scenario	NOUN
fbem-16449	97	9	for	for	ADP
fbem-16449	97	10	financial	financial	ADJ
fbem-16449	97	11	models	model	NOUN
fbem-16449	97	12	.	.	PUNCT
fbem-16449	98	1	given	give	VERB
fbem-16449	98	2	parameters	parameter	NOUN
fbem-16449	98	3	and	and	CCONJ
fbem-16449	98	4	constraints	constraint	NOUN
fbem-16449	98	5	,	,	PUNCT
fbem-16449	98	6	chatgpt	chatgpt	NOUN
fbem-16449	98	7	can	can	AUX
fbem-16449	98	8	generate	generate	VERB
fbem-16449	98	9	realistic	realistic	ADJ
fbem-16449	98	10	scenarios	scenario	NOUN
fbem-16449	98	11	to	to	PART
fbem-16449	98	12	test	test	VERB
fbem-16449	98	13	the	the	DET
fbem-16449	98	14	performance	performance	NOUN
fbem-16449	98	15	of	of	ADP
fbem-16449	98	16	different	different	ADJ
fbem-16449	98	17	financial	financial	ADJ
fbem-16449	98	18	models	model	NOUN
fbem-16449	98	19	.	.	PUNCT
fbem-16449	99	1	second	second	ADJ
fbem-16449	99	2	,	,	PUNCT
fbem-16449	99	3	chatgpt	chatgpt	NOUN
fbem-16449	99	4	can	can	AUX
fbem-16449	99	5	be	be	AUX
fbem-16449	99	6	trained	train	VERB
fbem-16449	99	7	to	to	PART
fbem-16449	99	8	analyze	analyze	VERB
fbem-16449	99	9	large	large	ADJ
fbem-16449	99	10	datasets	dataset	NOUN
fbem-16449	99	11	,	,	PUNCT
fbem-16449	99	12	and	and	CCONJ
fbem-16449	99	13	identify	identify	VERB
fbem-16449	99	14	trends	trend	NOUN
fbem-16449	99	15	and	and	CCONJ
fbem-16449	99	16	patterns	pattern	NOUN
fbem-16449	99	17	.	.	PUNCT
fbem-16449	100	1	for	for	ADP
fbem-16449	100	2	example	example	NOUN
fbem-16449	100	3	,	,	PUNCT
fbem-16449	100	4	chatgpt	chatgpt	NOUN
fbem-16449	100	5	could	could	AUX
fbem-16449	100	6	analyze	analyze	VERB
fbem-16449	100	7	demographic	demographic	ADJ
fbem-16449	100	8	data	datum	NOUN
fbem-16449	100	9	of	of	ADP
fbem-16449	100	10	a	a	DET
fbem-16449	100	11	region	region	NOUN
fbem-16449	100	12	to	to	PART
fbem-16449	100	13	identify	identify	VERB
fbem-16449	100	14	patterns	pattern	NOUN
fbem-16449	100	15	that	that	PRON
fbem-16449	100	16	may	may	AUX
fbem-16449	100	17	affect	affect	VERB
fbem-16449	100	18	the	the	DET
fbem-16449	100	19	market	market	NOUN
fbem-16449	100	20	size	size	NOUN
fbem-16449	100	21	of	of	ADP
fbem-16449	100	22	a	a	DET
fbem-16449	100	23	product	product	NOUN
fbem-16449	100	24	,	,	PUNCT
fbem-16449	100	25	which	which	PRON
fbem-16449	100	26	might	might	AUX
fbem-16449	100	27	not	not	PART
fbem-16449	100	28	be	be	AUX
fbem-16449	100	29	immediately	immediately	ADV
fbem-16449	100	30	apparent	apparent	ADJ
fbem-16449	100	31	to	to	ADP
fbem-16449	100	32	human	human	ADJ
fbem-16449	100	33	researchers	researcher	NOUN
fbem-16449	100	34	.	.	PUNCT
fbem-16449	101	1	this	this	PRON
fbem-16449	101	2	in	in	ADP
fbem-16449	101	3	turn	turn	NOUN
fbem-16449	101	4	can	can	AUX
fbem-16449	101	5	help	help	VERB
fbem-16449	101	6	with	with	ADP
fbem-16449	101	7	the	the	DET
fbem-16449	101	8	prediction	prediction	NOUN
fbem-16449	101	9	of	of	ADP
fbem-16449	101	10	the	the	DET
fbem-16449	101	11	industrial	industrial	ADJ
fbem-16449	101	12	growth	growth	NOUN
fbem-16449	101	13	rate	rate	NOUN
fbem-16449	101	14	.	.	PUNCT
fbem-16449	102	1	third	third	ADJ
fbem-16449	102	2	,	,	PUNCT
fbem-16449	102	3	chatgpt	chatgpt	NOUN
fbem-16449	102	4	can	can	AUX
fbem-16449	102	5	help	help	VERB
fbem-16449	102	6	researchers	researcher	NOUN
fbem-16449	102	7	perform	perform	VERB
fbem-16449	102	8	literature	literature	PROPN
fbem-16449	102	9	review	review	PROPN
fbem-16449	102	10	,	,	PUNCT
fbem-16449	102	11	get	get	VERB
fbem-16449	102	12	to	to	PART
fbem-16449	102	13	know	know	VERB
fbem-16449	102	14	a	a	DET
fbem-16449	102	15	field	field	NOUN
fbem-16449	102	16	quickly	quickly	ADV
fbem-16449	102	17	,	,	PUNCT
fbem-16449	102	18	write	write	VERB
fbem-16449	102	19	code	code	NOUN
fbem-16449	102	20	,	,	PUNCT
fbem-16449	102	21	and	and	CCONJ
fbem-16449	102	22	generate	generate	VERB
fbem-16449	102	23	summaries	summary	NOUN
fbem-16449	102	24	.	.	PUNCT
fbem-16449	103	1	those	those	PRON
fbem-16449	103	2	all	all	PRON
fbem-16449	103	3	can	can	AUX
fbem-16449	103	4	save	save	VERB
fbem-16449	103	5	researchers	researcher	NOUN
fbem-16449	103	6	’	’	PART
fbem-16449	103	7	time	time	NOUN
fbem-16449	103	8	and	and	CCONJ
fbem-16449	103	9	make	make	VERB
fbem-16449	103	10	their	their	PRON
fbem-16449	103	11	job	job	NOUN
fbem-16449	103	12	easier	easy	ADJ
fbem-16449	103	13	.	.	PUNCT
fbem-16449	104	1	5	5	X
fbem-16449	104	2	.	.	X
fbem-16449	104	3	challenges	challenge	NOUN
fbem-16449	104	4	and	and	CCONJ
fbem-16449	104	5	limitations	limitation	NOUN
fbem-16449	104	6	although	although	SCONJ
fbem-16449	104	7	chatgpt	chatgpt	NOUN
fbem-16449	104	8	is	be	AUX
fbem-16449	104	9	very	very	ADV
fbem-16449	104	10	promising	promising	ADJ
fbem-16449	104	11	in	in	ADP
fbem-16449	104	12	various	various	ADJ
fbem-16449	104	13	areas	area	NOUN
fbem-16449	104	14	of	of	ADP
fbem-16449	104	15	finance	finance	NOUN
fbem-16449	104	16	,	,	PUNCT
fbem-16449	104	17	there	there	PRON
fbem-16449	104	18	are	be	VERB
fbem-16449	104	19	still	still	ADV
fbem-16449	104	20	challenges	challenge	NOUN
fbem-16449	104	21	and	and	CCONJ
fbem-16449	104	22	limitations	limitation	NOUN
fbem-16449	104	23	associated	associate	VERB
fbem-16449	104	24	with	with	ADP
fbem-16449	104	25	its	its	PRON
fbem-16449	104	26	application	application	NOUN
fbem-16449	104	27	in	in	ADP
fbem-16449	104	28	financial	financial	ADJ
fbem-16449	104	29	industry	industry	NOUN
fbem-16449	104	30	of	of	ADP
fbem-16449	104	31	china	china	PROPN
fbem-16449	104	32	,	,	PUNCT
fbem-16449	104	33	such	such	ADJ
fbem-16449	104	34	as	as	ADP
fbem-16449	104	35	the	the	DET
fbem-16449	104	36	issues	issue	NOUN
fbem-16449	104	37	related	relate	VERB
fbem-16449	104	38	to	to	ADP
fbem-16449	104	39	real	real	ADJ
fbem-16449	104	40	-	-	PUNCT
fbem-16449	104	41	time	time	NOUN
fbem-16449	104	42	update	update	NOUN
fbem-16449	104	43	of	of	ADP
fbem-16449	104	44	database	database	NOUN
fbem-16449	104	45	,	,	PUNCT
fbem-16449	104	46	fine	fine	ADJ
fbem-16449	104	47	tuning	tune	VERB
fbem-16449	104	48	the	the	DET
fbem-16449	104	49	model	model	NOUN
fbem-16449	104	50	,	,	PUNCT
fbem-16449	104	51	data	datum	NOUN
fbem-16449	104	52	leakage	leakage	NOUN
fbem-16449	104	53	and	and	CCONJ
fbem-16449	104	54	ethical	ethical	ADJ
fbem-16449	104	55	problems	problem	NOUN
fbem-16449	104	56	.	.	PUNCT
fbem-16449	105	1	first	first	ADV
fbem-16449	105	2	,	,	PUNCT
fbem-16449	105	3	chatgpt	chatgpt	NOUN
fbem-16449	105	4	can	can	AUX
fbem-16449	105	5	not	not	PART
fbem-16449	105	6	network	network	VERB
fbem-16449	105	7	in	in	ADP
fbem-16449	105	8	real	real	ADJ
fbem-16449	105	9	time	time	NOUN
fbem-16449	105	10	to	to	PART
fbem-16449	105	11	update	update	VERB
fbem-16449	105	12	the	the	DET
fbem-16449	105	13	database	database	NOUN
fbem-16449	105	14	.	.	PUNCT
fbem-16449	106	1	the	the	DET
fbem-16449	106	2	functions	function	NOUN
fbem-16449	106	3	currently	currently	ADV
fbem-16449	106	4	opened	open	VERB
fbem-16449	106	5	by	by	ADP
fbem-16449	106	6	chatgpt	chatgpt	NOUN
fbem-16449	106	7	are	be	AUX
fbem-16449	106	8	all	all	PRON
fbem-16449	106	9	realized	realize	VERB
fbem-16449	106	10	on	on	ADP
fbem-16449	106	11	the	the	DET
fbem-16449	106	12	basis	basis	NOUN
fbem-16449	106	13	of	of	ADP
fbem-16449	106	14	the	the	DET
fbem-16449	106	15	corpus	corpus	NOUN
fbem-16449	106	16	data	datum	NOUN
fbem-16449	106	17	training	training	NOUN
fbem-16449	106	18	collected	collect	VERB
fbem-16449	106	19	by	by	ADP
fbem-16449	106	20	openai	openai	NOUN
fbem-16449	106	21	.	.	PUNCT
fbem-16449	107	1	timeliness	timeliness	NOUN
fbem-16449	107	2	is	be	AUX
fbem-16449	107	3	an	an	DET
fbem-16449	107	4	extremely	extremely	ADV
fbem-16449	107	5	important	important	ADJ
fbem-16449	107	6	feature	feature	NOUN
fbem-16449	107	7	in	in	ADP
fbem-16449	107	8	financial	financial	ADJ
fbem-16449	107	9	field	field	NOUN
fbem-16449	107	10	.	.	PUNCT
fbem-16449	108	1	various	various	ADJ
fbem-16449	108	2	events	event	NOUN
fbem-16449	108	3	that	that	PRON
fbem-16449	108	4	constantly	constantly	ADV
fbem-16449	108	5	occur	occur	VERB
fbem-16449	108	6	during	during	ADP
fbem-16449	108	7	the	the	DET
fbem-16449	108	8	operation	operation	NOUN
fbem-16449	108	9	of	of	ADP
fbem-16449	108	10	society	society	NOUN
fbem-16449	108	11	will	will	AUX
fbem-16449	108	12	have	have	VERB
fbem-16449	108	13	an	an	DET
fbem-16449	108	14	impact	impact	NOUN
fbem-16449	108	15	on	on	ADP
fbem-16449	108	16	the	the	DET
fbem-16449	108	17	financial	financial	ADJ
fbem-16449	108	18	market	market	NOUN
fbem-16449	108	19	.	.	PUNCT
fbem-16449	109	1	if	if	SCONJ
fbem-16449	109	2	chatgpt	chatgpt	NOUN
fbem-16449	109	3	is	be	AUX
fbem-16449	109	4	not	not	PART
fbem-16449	109	5	tracking	track	VERB
fbem-16449	109	6	and	and	CCONJ
fbem-16449	109	7	learning	learn	VERB
fbem-16449	109	8	the	the	DET
fbem-16449	109	9	latest	late	ADJ
fbem-16449	109	10	events	event	NOUN
fbem-16449	109	11	,	,	PUNCT
fbem-16449	109	12	it	it	PRON
fbem-16449	109	13	will	will	AUX
fbem-16449	109	14	be	be	AUX
fbem-16449	109	15	unable	unable	ADJ
fbem-16449	109	16	to	to	PART
fbem-16449	109	17	give	give	VERB
fbem-16449	109	18	effective	effective	ADJ
fbem-16449	109	19	or	or	CCONJ
fbem-16449	109	20	right	right	ADJ
fbem-16449	109	21	answers	answer	NOUN
fbem-16449	109	22	.	.	PUNCT
fbem-16449	110	1	this	this	PRON
fbem-16449	110	2	obviously	obviously	ADV
fbem-16449	110	3	can	can	AUX
fbem-16449	110	4	not	not	PART
fbem-16449	110	5	meet	meet	VERB
fbem-16449	110	6	the	the	DET
fbem-16449	110	7	requirements	requirement	NOUN
fbem-16449	110	8	of	of	ADP
fbem-16449	110	9	financial	financial	ADJ
fbem-16449	110	10	applications	application	NOUN
fbem-16449	110	11	.	.	PUNCT
fbem-16449	111	1	second	second	ADJ
fbem-16449	111	2	,	,	PUNCT
fbem-16449	111	3	chatgpt	chatgpt	NOUN
fbem-16449	111	4	needs	need	VERB
fbem-16449	111	5	to	to	PART
fbem-16449	111	6	be	be	AUX
fbem-16449	111	7	fine	fine	ADV
fbem-16449	111	8	-	-	PUNCT
fbem-16449	111	9	tuned	tune	VERB
fbem-16449	111	10	before	before	SCONJ
fbem-16449	111	11	it	it	PRON
fbem-16449	111	12	can	can	AUX
fbem-16449	111	13	be	be	AUX
fbem-16449	111	14	fully	fully	ADV
fbem-16449	111	15	used	use	VERB
fbem-16449	111	16	in	in	ADP
fbem-16449	111	17	the	the	DET
fbem-16449	111	18	finance	finance	NOUN
fbem-16449	111	19	industry	industry	NOUN
fbem-16449	111	20	and	and	CCONJ
fbem-16449	111	21	the	the	DET
fbem-16449	111	22	data	datum	NOUN
fbem-16449	111	23	needed	need	VERB
fbem-16449	111	24	is	be	AUX
fbem-16449	111	25	hard	hard	ADJ
fbem-16449	111	26	to	to	PART
fbem-16449	111	27	access	access	VERB
fbem-16449	111	28	.	.	PUNCT
fbem-16449	112	1	the	the	DET
fbem-16449	112	2	corpus	corpus	NOUN
fbem-16449	112	3	data	datum	NOUN
fbem-16449	112	4	learned	learn	VERB
fbem-16449	112	5	by	by	ADP
fbem-16449	112	6	chatgpt	chatgpt	NOUN
fbem-16449	112	7	is	be	AUX
fbem-16449	112	8	different	different	ADJ
fbem-16449	112	9	from	from	ADP
fbem-16449	112	10	that	that	PRON
fbem-16449	112	11	of	of	ADP
fbem-16449	112	12	financial	financial	ADJ
fbem-16449	112	13	field	field	NOUN
fbem-16449	112	14	,	,	PUNCT
fbem-16449	112	15	which	which	PRON
fbem-16449	112	16	is	be	AUX
fbem-16449	112	17	also	also	ADV
fbem-16449	112	18	a	a	DET
fbem-16449	112	19	barrier	barrier	NOUN
fbem-16449	112	20	to	to	ADP
fbem-16449	112	21	its	its	PRON
fbem-16449	112	22	commercialization	commercialization	NOUN
fbem-16449	112	23	in	in	ADP
fbem-16449	112	24	the	the	DET
fbem-16449	112	25	financial	financial	ADJ
fbem-16449	112	26	sector	sector	NOUN
fbem-16449	112	27	.	.	PUNCT
fbem-16449	113	1	openai	openai	PROPN
fbem-16449	113	2	uses	use	VERB
fbem-16449	113	3	a	a	DET
fbem-16449	113	4	large	large	ADJ
fbem-16449	113	5	number	number	NOUN
fbem-16449	113	6	of	of	ADP
fbem-16449	113	7	public	public	ADJ
fbem-16449	113	8	internet	internet	NOUN
fbem-16449	113	9	knowledge	knowledge	NOUN
fbem-16449	113	10	bases	basis	NOUN
fbem-16449	113	11	to	to	PART
fbem-16449	113	12	develop	develop	VERB
fbem-16449	113	13	and	and	CCONJ
fbem-16449	113	14	train	train	NOUN
fbem-16449	113	15	chatgpt	chatgpt	NOUN
fbem-16449	113	16	.	.	PUNCT
fbem-16449	114	1	however	however	ADV
fbem-16449	114	2	,	,	PUNCT
fbem-16449	114	3	there	there	PRON
fbem-16449	114	4	are	be	VERB
fbem-16449	114	5	still	still	ADV
fbem-16449	114	6	a	a	DET
fbem-16449	114	7	lot	lot	NOUN
fbem-16449	114	8	of	of	ADP
fbem-16449	114	9	financial	financial	ADJ
fbem-16449	114	10	research	research	NOUN
fbem-16449	114	11	reports	report	NOUN
fbem-16449	114	12	,	,	PUNCT
fbem-16449	114	13	expert	expert	NOUN
fbem-16449	114	14	summaries	summary	NOUN
fbem-16449	114	15	,	,	PUNCT
fbem-16449	114	16	performance	performance	NOUN
fbem-16449	114	17	reviews	review	NOUN
fbem-16449	114	18	,	,	PUNCT
fbem-16449	114	19	etc	etc	X
fbem-16449	114	20	.	.	X
fbem-16449	114	21	that	that	PRON
fbem-16449	114	22	do	do	AUX
fbem-16449	114	23	not	not	PART
fbem-16449	114	24	appear	appear	VERB
fbem-16449	114	25	in	in	ADP
fbem-16449	114	26	the	the	DET
fbem-16449	114	27	training	training	NOUN
fbem-16449	114	28	set	set	NOUN
fbem-16449	114	29	of	of	ADP
fbem-16449	114	30	chatgpt	chatgpt	NOUN
fbem-16449	114	31	.	.	PUNCT
fbem-16449	115	1	this	this	DET
fbem-16449	115	2	problem	problem	NOUN
fbem-16449	115	3	can	can	AUX
fbem-16449	115	4	be	be	AUX
fbem-16449	115	5	solved	solve	VERB
fbem-16449	115	6	through	through	ADP
fbem-16449	115	7	fine	fine	ADJ
fbem-16449	115	8	tuning	tune	VERB
fbem-16449	115	9	the	the	DET
fbem-16449	115	10	model	model	NOUN
fbem-16449	115	11	with	with	ADP
fbem-16449	115	12	financial	financial	ADJ
fbem-16449	115	13	data	datum	NOUN
fbem-16449	115	14	.	.	PUNCT
fbem-16449	116	1	third	third	ADJ
fbem-16449	116	2	,	,	PUNCT
fbem-16449	116	3	data	datum	NOUN
fbem-16449	116	4	leakage	leakage	NOUN
fbem-16449	116	5	and	and	CCONJ
fbem-16449	116	6	ethics	ethic	NOUN
fbem-16449	116	7	issues	issue	NOUN
fbem-16449	116	8	are	be	AUX
fbem-16449	116	9	also	also	ADV
fbem-16449	116	10	important	important	ADJ
fbem-16449	116	11	concerns	concern	NOUN
fbem-16449	116	12	when	when	SCONJ
fbem-16449	116	13	chatgpt	chatgpt	NOUN
fbem-16449	116	14	is	be	AUX
fbem-16449	116	15	applied	apply	VERB
fbem-16449	116	16	in	in	ADP
fbem-16449	116	17	financial	financial	ADJ
fbem-16449	116	18	sector	sector	NOUN
fbem-16449	116	19	.	.	PUNCT
fbem-16449	117	1	chatgpt	chatgpt	NOUN
fbem-16449	117	2	need	need	VERB
fbem-16449	117	3	to	to	PART
fbem-16449	117	4	collect	collect	VERB
fbem-16449	117	5	and	and	CCONJ
fbem-16449	117	6	process	process	VERB
fbem-16449	117	7	users	user	NOUN
fbem-16449	117	8	'	'	PART
fbem-16449	117	9	data	datum	NOUN
fbem-16449	117	10	during	during	ADP
fbem-16449	117	11	the	the	DET
fbem-16449	117	12	application	application	NOUN
fbem-16449	117	13	.	.	PUNCT
fbem-16449	118	1	although	although	SCONJ
fbem-16449	118	2	it	it	PRON
fbem-16449	118	3	is	be	AUX
fbem-16449	118	4	following	follow	VERB
fbem-16449	118	5	the	the	DET
fbem-16449	118	6	best	good	ADJ
fbem-16449	118	7	practice	practice	NOUN
fbem-16449	118	8	of	of	ADP
fbem-16449	118	9	data	datum	NOUN
fbem-16449	118	10	security	security	NOUN
fbem-16449	118	11	and	and	CCONJ
fbem-16449	118	12	privacy	privacy	NOUN
fbem-16449	118	13	,	,	PUNCT
fbem-16449	118	14	such	such	ADJ
fbem-16449	118	15	as	as	ADP
fbem-16449	118	16	data	data	NOUN
fbem-16449	118	17	encryption	encryption	NOUN
fbem-16449	118	18	,	,	PUNCT
fbem-16449	118	19	access	access	NOUN
fbem-16449	118	20	control	control	NOUN
fbem-16449	118	21	,	,	PUNCT
fbem-16449	118	22	continuous	continuous	ADJ
fbem-16449	118	23	monitoring	monitoring	NOUN
fbem-16449	118	24	,	,	PUNCT
fbem-16449	118	25	regular	regular	ADJ
fbem-16449	118	26	security	security	NOUN
fbem-16449	118	27	updates	update	NOUN
fbem-16449	118	28	,	,	PUNCT
fbem-16449	118	29	and	and	CCONJ
fbem-16449	118	30	compliance	compliance	NOUN
fbem-16449	118	31	with	with	ADP
fbem-16449	118	32	regulations	regulation	NOUN
fbem-16449	118	33	,	,	PUNCT
fbem-16449	118	34	there	there	PRON
fbem-16449	118	35	are	be	VERB
fbem-16449	118	36	still	still	ADV
fbem-16449	118	37	the	the	DET
fbem-16449	118	38	potential	potential	ADJ
fbem-16449	118	39	risk	risk	NOUN
fbem-16449	118	40	of	of	ADP
fbem-16449	118	41	data	datum	NOUN
fbem-16449	118	42	leakage	leakage	NOUN
fbem-16449	118	43	.	.	PUNCT
fbem-16449	119	1	data	datum	NOUN
fbem-16449	119	2	leakage	leakage	NOUN
fbem-16449	119	3	involves	involve	VERB
fbem-16449	119	4	internal	internal	ADJ
fbem-16449	119	5	data	datum	NOUN
fbem-16449	119	6	leaking	leak	VERB
fbem-16449	119	7	out	out	ADP
fbem-16449	119	8	of	of	ADP
fbem-16449	119	9	the	the	DET
fbem-16449	119	10	company	company	NOUN
fbem-16449	119	11	,	,	PUNCT
fbem-16449	119	12	companies	company	NOUN
fbem-16449	119	13	leaking	leak	VERB
fbem-16449	119	14	customer	customer	NOUN
fbem-16449	119	15	data	datum	NOUN
fbem-16449	119	16	out	out	ADP
fbem-16449	119	17	of	of	ADP
fbem-16449	119	18	the	the	DET
fbem-16449	119	19	company	company	NOUN
fbem-16449	119	20	,	,	PUNCT
fbem-16449	119	21	and	and	CCONJ
fbem-16449	119	22	cross	cross	ADJ
fbem-16449	119	23	-	-	ADJ
fbem-16449	119	24	border	border	ADJ
fbem-16449	119	25	data	datum	NOUN
fbem-16449	119	26	leakage	leakage	NOUN
fbem-16449	119	27	between	between	ADP
fbem-16449	119	28	countries	country	NOUN
fbem-16449	119	29	.	.	PUNCT
fbem-16449	120	1	in	in	ADP
fbem-16449	120	2	addition	addition	NOUN
fbem-16449	120	3	,	,	PUNCT
fbem-16449	120	4	since	since	SCONJ
fbem-16449	120	5	the	the	DET
fbem-16449	120	6	current	current	ADJ
fbem-16449	120	7	version	version	NOUN
fbem-16449	120	8	does	do	AUX
fbem-16449	120	9	not	not	PART
fbem-16449	120	10	completely	completely	ADV
fbem-16449	120	11	prevent	prevent	VERB
fbem-16449	120	12	chatgpt	chatgpt	NOUN
fbem-16449	120	13	from	from	ADP
fbem-16449	120	14	learning	learn	VERB
fbem-16449	120	15	unethical	unethical	ADJ
fbem-16449	120	16	or	or	CCONJ
fbem-16449	120	17	incorrect	incorrect	ADJ
fbem-16449	120	18	contents	content	NOUN
fbem-16449	120	19	in	in	ADP
fbem-16449	120	20	the	the	DET
fbem-16449	120	21	training	training	NOUN
fbem-16449	120	22	pool	pool	NOUN
fbem-16449	120	23	,	,	PUNCT
fbem-16449	120	24	it	it	PRON
fbem-16449	120	25	may	may	AUX
fbem-16449	120	26	violate	violate	VERB
fbem-16449	120	27	ethics	ethic	NOUN
fbem-16449	120	28	or	or	CCONJ
fbem-16449	120	29	common	common	ADJ
fbem-16449	120	30	sense	sense	NOUN
fbem-16449	120	31	and	and	CCONJ
fbem-16449	120	32	generate	generate	VERB
fbem-16449	120	33	harmful	harmful	ADJ
fbem-16449	120	34	or	or	CCONJ
fbem-16449	120	35	false	false	ADJ
fbem-16449	120	36	information	information	NOUN
fbem-16449	120	37	.	.	PUNCT
fbem-16449	121	1	6	6	X
fbem-16449	121	2	.	.	X
fbem-16449	121	3	solutions	solution	NOUN
fbem-16449	121	4	and	and	CCONJ
fbem-16449	121	5	advices	advice	NOUN
fbem-16449	121	6	6.1	6.1	NUM
fbem-16449	121	7	.	.	PUNCT
fbem-16449	121	8	laws	law	NOUN
fbem-16449	121	9	and	and	CCONJ
fbem-16449	121	10	regulations	regulation	NOUN
fbem-16449	121	11	the	the	DET
fbem-16449	121	12	regulators	regulator	NOUN
fbem-16449	121	13	need	need	VERB
fbem-16449	121	14	to	to	PART
fbem-16449	121	15	establish	establish	VERB
fbem-16449	121	16	and	and	CCONJ
fbem-16449	121	17	improve	improve	VERB
fbem-16449	121	18	the	the	DET
fbem-16449	121	19	laws	law	NOUN
fbem-16449	121	20	and	and	CCONJ
fbem-16449	121	21	regulations	regulation	NOUN
fbem-16449	121	22	related	relate	VERB
fbem-16449	121	23	to	to	ADP
fbem-16449	121	24	chatgpt	chatgpt	NOUN
fbem-16449	121	25	.	.	PUNCT
fbem-16449	122	1	although	although	SCONJ
fbem-16449	122	2	chatgpt	chatgpt	NOUN
fbem-16449	122	3	is	be	AUX
fbem-16449	122	4	powerful	powerful	ADJ
fbem-16449	122	5	,	,	PUNCT
fbem-16449	122	6	its	its	PRON
fbem-16449	122	7	application	application	NOUN
fbem-16449	122	8	carries	carry	VERB
fbem-16449	122	9	a	a	DET
fbem-16449	122	10	lot	lot	NOUN
fbem-16449	122	11	of	of	ADP
fbem-16449	122	12	legal	legal	ADJ
fbem-16449	122	13	risks	risk	NOUN
fbem-16449	122	14	,	,	PUNCT
fbem-16449	122	15	such	such	ADJ
fbem-16449	122	16	as	as	ADP
fbem-16449	122	17	data	datum	NOUN
fbem-16449	122	18	leakage	leakage	NOUN
fbem-16449	122	19	,	,	PUNCT
fbem-16449	122	20	ai	ai	VERB
fbem-16449	122	21	abuse	abuse	NOUN
fbem-16449	122	22	,	,	PUNCT
fbem-16449	122	23	provision	provision	NOUN
fbem-16449	122	24	of	of	ADP
fbem-16449	122	25	false	false	ADJ
fbem-16449	122	26	information	information	NOUN
fbem-16449	122	27	and	and	CCONJ
fbem-16449	122	28	saying	say	VERB
fbem-16449	122	29	"	"	PUNCT
fbem-16449	122	30	nonsense	nonsense	NOUN
fbem-16449	122	31	with	with	ADP
fbem-16449	122	32	a	a	DET
fbem-16449	122	33	straight	straight	ADJ
fbem-16449	122	34	face	face	NOUN
fbem-16449	122	35	"	"	PUNCT
fbem-16449	122	36	.	.	PUNCT
fbem-16449	123	1	for	for	ADP
fbem-16449	123	2	example	example	NOUN
fbem-16449	123	3	,	,	PUNCT
fbem-16449	123	4	criminals	criminal	NOUN
fbem-16449	123	5	may	may	AUX
fbem-16449	123	6	maliciously	maliciously	ADV
fbem-16449	123	7	"	"	PUNCT
fbem-16449	123	8	train	train	NOUN
fbem-16449	123	9	"	"	PUNCT
fbem-16449	123	10	chatgpt	chatgpt	NOUN
fbem-16449	123	11	to	to	PART
fbem-16449	123	12	generate	generate	VERB
fbem-16449	123	13	phishing	phishe	VERB
fbem-16449	123	14	websites	website	NOUN
fbem-16449	123	15	.	.	PUNCT
fbem-16449	124	1	being	be	AUX
fbem-16449	124	2	deceived	deceive	VERB
fbem-16449	124	3	by	by	ADP
fbem-16449	124	4	the	the	DET
fbem-16449	124	5	fraudulent	fraudulent	ADJ
fbem-16449	124	6	information	information	NOUN
fbem-16449	124	7	on	on	ADP
fbem-16449	124	8	those	those	DET
fbem-16449	124	9	websites	website	NOUN
fbem-16449	124	10	,	,	PUNCT
fbem-16449	124	11	the	the	DET
fbem-16449	124	12	victims	victim	NOUN
fbem-16449	124	13	’	’	PART
fbem-16449	124	14	personal	personal	ADJ
fbem-16449	124	15	and	and	CCONJ
fbem-16449	124	16	property	property	NOUN
fbem-16449	124	17	safety	safety	NOUN
fbem-16449	124	18	may	may	AUX
fbem-16449	124	19	be	be	AUX
fbem-16449	124	20	damaged	damage	VERB
fbem-16449	124	21	.	.	PUNCT
fbem-16449	125	1	meanwhile	meanwhile	ADV
fbem-16449	125	2	,	,	PUNCT
fbem-16449	125	3	many	many	ADJ
fbem-16449	125	4	legal	legal	ADJ
fbem-16449	125	5	issues	issue	NOUN
fbem-16449	125	6	need	need	VERB
fbem-16449	125	7	to	to	PART
fbem-16449	125	8	be	be	AUX
fbem-16449	125	9	addressed	address	VERB
fbem-16449	125	10	.	.	PUNCT
fbem-16449	126	1	for	for	ADP
fbem-16449	126	2	instance	instance	NOUN
fbem-16449	126	3	,	,	PUNCT
fbem-16449	126	4	if	if	SCONJ
fbem-16449	126	5	something	something	PRON
fbem-16449	126	6	generated	generate	VERB
fbem-16449	126	7	by	by	ADP
fbem-16449	126	8	chatgpt	chatgpt	NOUN
fbem-16449	126	9	infringes	infringe	NOUN
fbem-16449	126	10	,	,	PUNCT
fbem-16449	126	11	who	who	PRON
fbem-16449	126	12	will	will	AUX
fbem-16449	126	13	bear	bear	VERB
fbem-16449	126	14	the	the	DET
fbem-16449	126	15	legal	legal	ADJ
fbem-16449	126	16	responsibility	responsibility	NOUN
fbem-16449	126	17	?	?	PUNCT
fbem-16449	127	1	all	all	PRON
fbem-16449	127	2	of	of	ADP
fbem-16449	127	3	those	those	PRON
fbem-16449	127	4	need	need	VERB
fbem-16449	127	5	inclusive	inclusive	ADJ
fbem-16449	127	6	and	and	CCONJ
fbem-16449	127	7	prudent	prudent	ADJ
fbem-16449	127	8	laws	law	NOUN
fbem-16449	127	9	83	83	NUM
fbem-16449	127	10	and	and	CCONJ
fbem-16449	127	11	regulations	regulation	NOUN
fbem-16449	127	12	to	to	PART
fbem-16449	127	13	be	be	AUX
fbem-16449	127	14	established	establish	VERB
fbem-16449	127	15	and	and	CCONJ
fbem-16449	127	16	improved	improve	VERB
fbem-16449	127	17	.	.	PUNCT
fbem-16449	128	1	on	on	ADP
fbem-16449	128	2	the	the	DET
fbem-16449	128	3	other	other	ADJ
fbem-16449	128	4	hand	hand	NOUN
fbem-16449	128	5	,	,	PUNCT
fbem-16449	128	6	the	the	DET
fbem-16449	128	7	development	development	NOUN
fbem-16449	128	8	of	of	ADP
fbem-16449	128	9	new	new	ADJ
fbem-16449	128	10	things	thing	NOUN
fbem-16449	128	11	always	always	ADV
fbem-16449	128	12	go	go	VERB
fbem-16449	128	13	together	together	ADV
fbem-16449	128	14	with	with	ADP
fbem-16449	128	15	the	the	DET
fbem-16449	128	16	gradual	gradual	ADJ
fbem-16449	128	17	soundness	soundness	NOUN
fbem-16449	128	18	of	of	ADP
fbem-16449	128	19	laws	law	NOUN
fbem-16449	128	20	of	of	ADP
fbem-16449	128	21	regulations	regulation	NOUN
fbem-16449	128	22	.	.	PUNCT
fbem-16449	129	1	for	for	ADP
fbem-16449	129	2	a	a	DET
fbem-16449	129	3	new	new	ADJ
fbem-16449	129	4	breakthrough	breakthrough	NOUN
fbem-16449	129	5	,	,	PUNCT
fbem-16449	129	6	it	it	PRON
fbem-16449	129	7	can	can	AUX
fbem-16449	129	8	not	not	PART
fbem-16449	129	9	be	be	AUX
fbem-16449	129	10	perfect	perfect	ADJ
fbem-16449	129	11	in	in	ADP
fbem-16449	129	12	the	the	DET
fbem-16449	129	13	early	early	ADJ
fbem-16449	129	14	stage	stage	NOUN
fbem-16449	129	15	.	.	PUNCT
fbem-16449	130	1	we	we	PRON
fbem-16449	130	2	should	should	AUX
fbem-16449	130	3	leave	leave	VERB
fbem-16449	130	4	enough	enough	ADJ
fbem-16449	130	5	room	room	NOUN
fbem-16449	130	6	for	for	SCONJ
fbem-16449	130	7	it	it	PRON
fbem-16449	130	8	to	to	PART
fbem-16449	130	9	develop	develop	VERB
fbem-16449	130	10	,	,	PUNCT
fbem-16449	130	11	and	and	CCONJ
fbem-16449	130	12	be	be	AUX
fbem-16449	130	13	careful	careful	ADJ
fbem-16449	130	14	not	not	PART
fbem-16449	130	15	to	to	PART
fbem-16449	130	16	stifle	stifle	VERB
fbem-16449	130	17	it	it	PRON
fbem-16449	130	18	in	in	ADP
fbem-16449	130	19	the	the	DET
fbem-16449	130	20	cradle	cradle	NOUN
fbem-16449	130	21	in	in	ADP
fbem-16449	130	22	the	the	DET
fbem-16449	130	23	name	name	NOUN
fbem-16449	130	24	of	of	ADP
fbem-16449	130	25	compliance	compliance	NOUN
fbem-16449	130	26	.	.	PUNCT
fbem-16449	131	1	therefore	therefore	ADV
fbem-16449	131	2	,	,	PUNCT
fbem-16449	131	3	in	in	ADP
fbem-16449	131	4	the	the	DET
fbem-16449	131	5	face	face	NOUN
fbem-16449	131	6	of	of	ADP
fbem-16449	131	7	possible	possible	ADJ
fbem-16449	131	8	risks	risk	NOUN
fbem-16449	131	9	,	,	PUNCT
fbem-16449	131	10	it	it	PRON
fbem-16449	131	11	is	be	AUX
fbem-16449	131	12	necessary	necessary	ADJ
fbem-16449	131	13	to	to	PART
fbem-16449	131	14	establish	establish	VERB
fbem-16449	131	15	fault	fault	NOUN
fbem-16449	131	16	-	-	PUNCT
fbem-16449	131	17	tolerant	tolerant	ADJ
fbem-16449	131	18	mechanisms	mechanism	NOUN
fbem-16449	131	19	,	,	PUNCT
fbem-16449	131	20	implement	implement	VERB
fbem-16449	131	21	sandbox	sandbox	NOUN
fbem-16449	131	22	rehearsal	rehearsal	NOUN
fbem-16449	131	23	and	and	CCONJ
fbem-16449	131	24	agile	agile	ADJ
fbem-16449	131	25	governance	governance	NOUN
fbem-16449	131	26	,	,	PUNCT
fbem-16449	131	27	and	and	CCONJ
fbem-16449	131	28	achieve	achieve	VERB
fbem-16449	131	29	a	a	DET
fbem-16449	131	30	dynamic	dynamic	ADJ
fbem-16449	131	31	balance	balance	NOUN
fbem-16449	131	32	between	between	ADP
fbem-16449	131	33	norms	norm	NOUN
fbem-16449	131	34	and	and	CCONJ
fbem-16449	131	35	development	development	NOUN
fbem-16449	131	36	.	.	PUNCT
fbem-16449	132	1	with	with	ADP
fbem-16449	132	2	users	user	NOUN
fbem-16449	132	3	’	'	PUNCT
fbem-16449	132	4	feedback	feedback	NOUN
fbem-16449	132	5	,	,	PUNCT
fbem-16449	132	6	chatgpt	chatgpt	NOUN
fbem-16449	132	7	has	have	AUX
fbem-16449	132	8	gradually	gradually	ADV
fbem-16449	132	9	optimized	optimize	VERB
fbem-16449	132	10	and	and	CCONJ
fbem-16449	132	11	matured	mature	VERB
fbem-16449	132	12	through	through	ADP
fbem-16449	132	13	establishing	establish	VERB
fbem-16449	132	14	technical	technical	ADJ
fbem-16449	132	15	mechanisms	mechanism	NOUN
fbem-16449	132	16	to	to	PART
fbem-16449	132	17	filter	filter	VERB
fbem-16449	132	18	and	and	CCONJ
fbem-16449	132	19	block	block	VERB
fbem-16449	132	20	related	related	ADJ
fbem-16449	132	21	risks	risk	NOUN
fbem-16449	132	22	such	such	ADJ
fbem-16449	132	23	as	as	ADP
fbem-16449	132	24	data	datum	NOUN
fbem-16449	132	25	leakage	leakage	NOUN
fbem-16449	132	26	and	and	CCONJ
fbem-16449	132	27	ethical	ethical	ADJ
fbem-16449	132	28	violation	violation	NOUN
fbem-16449	132	29	.	.	PUNCT
fbem-16449	133	1	china	china	PROPN
fbem-16449	133	2	has	have	VERB
fbem-16449	133	3	excellent	excellent	ADJ
fbem-16449	133	4	network	network	NOUN
fbem-16449	133	5	environment	environment	NOUN
fbem-16449	133	6	,	,	PUNCT
fbem-16449	133	7	rich	rich	ADJ
fbem-16449	133	8	experience	experience	NOUN
fbem-16449	133	9	in	in	ADP
fbem-16449	133	10	content	content	NOUN
fbem-16449	133	11	governance	governance	NOUN
fbem-16449	133	12	,	,	PUNCT
fbem-16449	133	13	and	and	CCONJ
fbem-16449	133	14	a	a	DET
fbem-16449	133	15	sound	sound	NOUN
fbem-16449	133	16	ai	ai	ADJ
fbem-16449	133	17	-	-	PUNCT
fbem-16449	133	18	related	relate	VERB
fbem-16449	133	19	regulatory	regulatory	ADJ
fbem-16449	133	20	framework	framework	NOUN
fbem-16449	133	21	.	.	PUNCT
fbem-16449	134	1	we	we	PRON
fbem-16449	134	2	are	be	AUX
fbem-16449	134	3	confident	confident	ADJ
fbem-16449	134	4	that	that	SCONJ
fbem-16449	134	5	the	the	DET
fbem-16449	134	6	regulators	regulator	NOUN
fbem-16449	134	7	can	can	AUX
fbem-16449	134	8	balance	balance	VERB
fbem-16449	134	9	the	the	DET
fbem-16449	134	10	regulation	regulation	NOUN
fbem-16449	134	11	and	and	CCONJ
fbem-16449	134	12	development	development	NOUN
fbem-16449	134	13	of	of	ADP
fbem-16449	134	14	chatgpt	chatgpt	NOUN
fbem-16449	134	15	in	in	ADP
fbem-16449	134	16	china	china	PROPN
fbem-16449	134	17	.	.	PUNCT
fbem-16449	135	1	6.2	6.2	NUM
fbem-16449	135	2	.	.	PUNCT
fbem-16449	136	1	education	education	NOUN
fbem-16449	136	2	to	to	ADP
fbem-16449	136	3	financial	financial	ADJ
fbem-16449	136	4	professionals	professional	NOUN
fbem-16449	136	5	financial	financial	ADJ
fbem-16449	136	6	industry	industry	NOUN
fbem-16449	136	7	is	be	AUX
fbem-16449	136	8	both	both	DET
fbem-16449	136	9	knowledge	knowledge	NOUN
fbem-16449	136	10	intensive	intensive	ADJ
fbem-16449	136	11	and	and	CCONJ
fbem-16449	136	12	capacity	capacity	NOUN
fbem-16449	136	13	intensive	intensive	ADJ
fbem-16449	136	14	.	.	PUNCT
fbem-16449	137	1	it	it	PRON
fbem-16449	137	2	requires	require	VERB
fbem-16449	137	3	a	a	DET
fbem-16449	137	4	lot	lot	NOUN
fbem-16449	137	5	of	of	ADP
fbem-16449	137	6	expertise	expertise	NOUN
fbem-16449	137	7	and	and	CCONJ
fbem-16449	137	8	skills	skill	NOUN
fbem-16449	137	9	,	,	PUNCT
fbem-16449	137	10	among	among	ADP
fbem-16449	137	11	which	which	PRON
fbem-16449	137	12	the	the	DET
fbem-16449	137	13	most	most	ADV
fbem-16449	137	14	important	important	ADJ
fbem-16449	137	15	one	one	NOUN
fbem-16449	137	16	is	be	AUX
fbem-16449	137	17	continuous	continuous	ADJ
fbem-16449	137	18	learning	learning	NOUN
fbem-16449	137	19	ability	ability	NOUN
fbem-16449	137	20	.	.	PUNCT
fbem-16449	138	1	chatgpt	chatgpt	NOUN
fbem-16449	138	2	might	might	AUX
fbem-16449	138	3	replace	replace	VERB
fbem-16449	138	4	certain	certain	ADJ
fbem-16449	138	5	positions	position	NOUN
fbem-16449	138	6	in	in	ADP
fbem-16449	138	7	financial	financial	ADJ
fbem-16449	138	8	sector	sector	NOUN
fbem-16449	138	9	.	.	PUNCT
fbem-16449	139	1	but	but	CCONJ
fbem-16449	139	2	there	there	PRON
fbem-16449	139	3	is	be	VERB
fbem-16449	139	4	no	no	DET
fbem-16449	139	5	need	need	NOUN
fbem-16449	139	6	to	to	PART
fbem-16449	139	7	panic	panic	VERB
fbem-16449	139	8	.	.	PUNCT
fbem-16449	140	1	it	it	PRON
fbem-16449	140	2	is	be	AUX
fbem-16449	140	3	more	more	ADV
fbem-16449	140	4	like	like	ADP
fbem-16449	140	5	a	a	DET
fbem-16449	140	6	financial	financial	ADJ
fbem-16449	140	7	assistant	assistant	NOUN
fbem-16449	140	8	with	with	ADP
fbem-16449	140	9	strong	strong	ADJ
fbem-16449	140	10	general	general	ADJ
fbem-16449	140	11	knowledge	knowledge	NOUN
fbem-16449	140	12	and	and	CCONJ
fbem-16449	140	13	huge	huge	ADJ
fbem-16449	140	14	amount	amount	NOUN
fbem-16449	140	15	of	of	ADP
fbem-16449	140	16	data	datum	NOUN
fbem-16449	140	17	.	.	PUNCT
fbem-16449	141	1	to	to	PART
fbem-16449	141	2	make	make	VERB
fbem-16449	141	3	full	full	ADJ
fbem-16449	141	4	use	use	NOUN
fbem-16449	141	5	of	of	ADP
fbem-16449	141	6	this	this	DET
fbem-16449	141	7	versatile	versatile	ADJ
fbem-16449	141	8	and	and	CCONJ
fbem-16449	141	9	ever	ever	ADV
fbem-16449	141	10	-	-	PUNCT
fbem-16449	141	11	improving	improve	VERB
fbem-16449	141	12	assistant	assistant	NOUN
fbem-16449	141	13	,	,	PUNCT
fbem-16449	141	14	finance	finance	NOUN
fbem-16449	141	15	professionals	professional	NOUN
fbem-16449	141	16	must	must	AUX
fbem-16449	141	17	keep	keep	VERB
fbem-16449	141	18	an	an	DET
fbem-16449	141	19	open	open	ADJ
fbem-16449	141	20	mind	mind	NOUN
fbem-16449	141	21	to	to	PART
fbem-16449	141	22	embrace	embrace	VERB
fbem-16449	141	23	and	and	CCONJ
fbem-16449	141	24	explore	explore	VERB
fbem-16449	141	25	it	it	PRON
fbem-16449	141	26	.	.	PUNCT
fbem-16449	142	1	on	on	ADP
fbem-16449	142	2	one	one	NUM
fbem-16449	142	3	hand	hand	NOUN
fbem-16449	142	4	,	,	PUNCT
fbem-16449	142	5	they	they	PRON
fbem-16449	142	6	need	need	VERB
fbem-16449	142	7	to	to	PART
fbem-16449	142	8	learn	learn	VERB
fbem-16449	142	9	some	some	DET
fbem-16449	142	10	basic	basic	ADJ
fbem-16449	142	11	knowledge	knowledge	NOUN
fbem-16449	142	12	of	of	ADP
fbem-16449	142	13	chatgpt	chatgpt	NOUN
fbem-16449	142	14	,	,	PUNCT
fbem-16449	142	15	such	such	ADJ
fbem-16449	142	16	as	as	ADP
fbem-16449	142	17	nlp	nlp	NOUN
fbem-16449	142	18	,	,	PUNCT
fbem-16449	142	19	deep	deep	ADJ
fbem-16449	142	20	learning	learning	NOUN
fbem-16449	142	21	,	,	PUNCT
fbem-16449	142	22	machine	machine	NOUN
fbem-16449	142	23	learning	learning	NOUN
fbem-16449	142	24	,	,	PUNCT
fbem-16449	142	25	python	python	NOUN
fbem-16449	142	26	programming	programming	NOUN
fbem-16449	142	27	,	,	PUNCT
fbem-16449	142	28	and	and	CCONJ
fbem-16449	142	29	so	so	ADV
fbem-16449	142	30	on	on	ADV
fbem-16449	142	31	.	.	PUNCT
fbem-16449	143	1	on	on	ADP
fbem-16449	143	2	the	the	DET
fbem-16449	143	3	other	other	ADJ
fbem-16449	143	4	hand	hand	NOUN
fbem-16449	143	5	,	,	PUNCT
fbem-16449	143	6	they	they	PRON
fbem-16449	143	7	also	also	ADV
fbem-16449	143	8	need	need	VERB
fbem-16449	143	9	to	to	PART
fbem-16449	143	10	learn	learn	VERB
fbem-16449	143	11	how	how	SCONJ
fbem-16449	143	12	to	to	PART
fbem-16449	143	13	use	use	VERB
fbem-16449	143	14	it	it	PRON
fbem-16449	143	15	properly	properly	ADV
fbem-16449	143	16	,	,	PUNCT
fbem-16449	143	17	such	such	ADJ
fbem-16449	143	18	as	as	ADP
fbem-16449	143	19	how	how	SCONJ
fbem-16449	143	20	to	to	PART
fbem-16449	143	21	train	train	VERB
fbem-16449	143	22	data	data	NOUN
fbem-16449	143	23	sets	set	NOUN
fbem-16449	143	24	,	,	PUNCT
fbem-16449	143	25	how	how	SCONJ
fbem-16449	143	26	to	to	PART
fbem-16449	143	27	better	well	ADV
fbem-16449	143	28	fine	fine	ADJ
fbem-16449	143	29	tune	tune	NOUN
fbem-16449	143	30	it	it	PRON
fbem-16449	143	31	,	,	PUNCT
fbem-16449	143	32	and	and	CCONJ
fbem-16449	143	33	how	how	SCONJ
fbem-16449	143	34	to	to	PART
fbem-16449	143	35	find	find	VERB
fbem-16449	143	36	prompts	prompt	NOUN
fbem-16449	143	37	and	and	CCONJ
fbem-16449	143	38	instruct	instruct	VERB
fbem-16449	143	39	it	it	PRON
fbem-16449	143	40	in	in	ADP
fbem-16449	143	41	a	a	DET
fbem-16449	143	42	way	way	NOUN
fbem-16449	143	43	to	to	PART
fbem-16449	143	44	deliver	deliver	VERB
fbem-16449	143	45	the	the	DET
fbem-16449	143	46	best	good	ADJ
fbem-16449	143	47	results	result	NOUN
fbem-16449	143	48	.	.	PUNCT
fbem-16449	144	1	7	7	X
fbem-16449	144	2	.	.	X
fbem-16449	144	3	conclusion	conclusion	VERB
fbem-16449	144	4	the	the	DET
fbem-16449	144	5	purpose	purpose	NOUN
fbem-16449	144	6	of	of	ADP
fbem-16449	144	7	this	this	DET
fbem-16449	144	8	paper	paper	NOUN
fbem-16449	144	9	is	be	AUX
fbem-16449	144	10	to	to	PART
fbem-16449	144	11	explore	explore	VERB
fbem-16449	144	12	chatgpt	chatgpt	NOUN
fbem-16449	144	13	’s	’s	PART
fbem-16449	144	14	application	application	NOUN
fbem-16449	144	15	in	in	ADP
fbem-16449	144	16	financial	financial	ADJ
fbem-16449	144	17	industry	industry	NOUN
fbem-16449	144	18	of	of	ADP
fbem-16449	144	19	china	china	PROPN
fbem-16449	144	20	.	.	PUNCT
fbem-16449	145	1	we	we	PRON
fbem-16449	145	2	discuss	discuss	VERB
fbem-16449	145	3	the	the	DET
fbem-16449	145	4	applications	application	NOUN
fbem-16449	145	5	in	in	ADP
fbem-16449	145	6	customer	customer	NOUN
fbem-16449	145	7	service	service	NOUN
fbem-16449	145	8	,	,	PUNCT
fbem-16449	145	9	financial	financial	ADJ
fbem-16449	145	10	forecast	forecast	NOUN
fbem-16449	145	11	and	and	CCONJ
fbem-16449	145	12	analysis	analysis	NOUN
fbem-16449	145	13	,	,	PUNCT
fbem-16449	145	14	financial	financial	ADJ
fbem-16449	145	15	risk	risk	NOUN
fbem-16449	145	16	management	management	NOUN
fbem-16449	145	17	,	,	PUNCT
fbem-16449	145	18	and	and	CCONJ
fbem-16449	145	19	financial	financial	ADJ
fbem-16449	145	20	research	research	NOUN
fbem-16449	145	21	.	.	PUNCT
fbem-16449	146	1	first	first	ADV
fbem-16449	146	2	,	,	PUNCT
fbem-16449	146	3	in	in	ADP
fbem-16449	146	4	customer	customer	NOUN
fbem-16449	146	5	service	service	NOUN
fbem-16449	146	6	,	,	PUNCT
fbem-16449	146	7	chatgpt	chatgpt	NOUN
fbem-16449	146	8	represents	represent	VERB
fbem-16449	146	9	a	a	DET
fbem-16449	146	10	significant	significant	ADJ
fbem-16449	146	11	step	step	NOUN
fbem-16449	146	12	form	form	NOUN
fbem-16449	146	13	traditional	traditional	ADJ
fbem-16449	146	14	chatbots	chatbot	NOUN
fbem-16449	146	15	.	.	PUNCT
fbem-16449	147	1	second	second	ADJ
fbem-16449	147	2	,	,	PUNCT
fbem-16449	147	3	in	in	ADP
fbem-16449	147	4	financial	financial	ADJ
fbem-16449	147	5	forecasting	forecasting	NOUN
fbem-16449	147	6	and	and	CCONJ
fbem-16449	147	7	analysis	analysis	NOUN
fbem-16449	147	8	,	,	PUNCT
fbem-16449	147	9	chatgpt	chatgpt	NOUN
fbem-16449	147	10	's	's	PART
fbem-16449	147	11	key	key	ADJ
fbem-16449	147	12	strength	strength	NOUN
fbem-16449	147	13	is	be	AUX
fbem-16449	147	14	its	its	PRON
fbem-16449	147	15	ability	ability	NOUN
fbem-16449	147	16	to	to	PART
fbem-16449	147	17	process	process	VERB
fbem-16449	147	18	and	and	CCONJ
fbem-16449	147	19	make	make	VERB
fbem-16449	147	20	sense	sense	NOUN
fbem-16449	147	21	of	of	ADP
fbem-16449	147	22	large	large	ADJ
fbem-16449	147	23	amounts	amount	NOUN
fbem-16449	147	24	of	of	ADP
fbem-16449	147	25	information	information	NOUN
fbem-16449	147	26	and	and	CCONJ
fbem-16449	147	27	provide	provide	VERB
fbem-16449	147	28	insights	insight	NOUN
fbem-16449	147	29	and	and	CCONJ
fbem-16449	147	30	explanations	explanation	NOUN
fbem-16449	147	31	in	in	ADP
fbem-16449	147	32	a	a	DET
fbem-16449	147	33	clear	clear	ADJ
fbem-16449	147	34	and	and	CCONJ
fbem-16449	147	35	concise	concise	ADJ
fbem-16449	147	36	manner	manner	NOUN
fbem-16449	147	37	.	.	PUNCT
fbem-16449	148	1	third	third	ADJ
fbem-16449	148	2	,	,	PUNCT
fbem-16449	148	3	in	in	ADP
fbem-16449	148	4	financial	financial	ADJ
fbem-16449	148	5	risk	risk	NOUN
fbem-16449	148	6	management	management	NOUN
fbem-16449	148	7	,	,	PUNCT
fbem-16449	148	8	chatgpt	chatgpt	NOUN
fbem-16449	148	9	can	can	AUX
fbem-16449	148	10	help	help	VERB
fbem-16449	148	11	discover	discover	VERB
fbem-16449	148	12	risks	risk	NOUN
fbem-16449	148	13	and	and	CCONJ
fbem-16449	148	14	improve	improve	VERB
fbem-16449	148	15	financial	financial	ADJ
fbem-16449	148	16	risk	risk	NOUN
fbem-16449	148	17	control	control	NOUN
fbem-16449	148	18	process	process	NOUN
fbem-16449	148	19	.	.	PUNCT
fbem-16449	149	1	finally	finally	ADV
fbem-16449	149	2	,	,	PUNCT
fbem-16449	149	3	in	in	ADP
fbem-16449	149	4	financial	financial	ADJ
fbem-16449	149	5	research	research	NOUN
fbem-16449	149	6	,	,	PUNCT
fbem-16449	149	7	chatgpt	chatgpt	NOUN
fbem-16449	149	8	can	can	AUX
fbem-16449	149	9	be	be	AUX
fbem-16449	149	10	applied	apply	VERB
fbem-16449	149	11	in	in	ADP
fbem-16449	149	12	a	a	DET
fbem-16449	149	13	number	number	NOUN
fbem-16449	149	14	of	of	ADP
fbem-16449	149	15	ways	way	NOUN
fbem-16449	149	16	,	,	PUNCT
fbem-16449	149	17	including	include	VERB
fbem-16449	149	18	generation	generation	NOUN
fbem-16449	149	19	of	of	ADP
fbem-16449	149	20	simulations	simulation	NOUN
fbem-16449	149	21	and	and	CCONJ
fbem-16449	149	22	scenarios	scenario	NOUN
fbem-16449	149	23	for	for	ADP
fbem-16449	149	24	financial	financial	ADJ
fbem-16449	149	25	models	model	NOUN
fbem-16449	149	26	,	,	PUNCT
fbem-16449	149	27	identification	identification	NOUN
fbem-16449	149	28	of	of	ADP
fbem-16449	149	29	trends	trend	NOUN
fbem-16449	149	30	and	and	CCONJ
fbem-16449	149	31	patterns	pattern	NOUN
fbem-16449	149	32	,	,	PUNCT
fbem-16449	149	33	and	and	CCONJ
fbem-16449	149	34	perform	perform	NOUN
fbem-16449	149	35	of	of	ADP
fbem-16449	149	36	literature	literature	PROPN
fbem-16449	149	37	review	review	PROPN
fbem-16449	149	38	.	.	PUNCT
fbem-16449	150	1	there	there	PRON
fbem-16449	150	2	are	be	VERB
fbem-16449	150	3	certain	certain	ADJ
fbem-16449	150	4	challenges	challenge	NOUN
fbem-16449	150	5	and	and	CCONJ
fbem-16449	150	6	limitations	limitation	NOUN
fbem-16449	150	7	associated	associate	VERB
fbem-16449	150	8	with	with	ADP
fbem-16449	150	9	the	the	DET
fbem-16449	150	10	applications	application	NOUN
fbem-16449	150	11	,	,	PUNCT
fbem-16449	150	12	such	such	ADJ
fbem-16449	150	13	as	as	ADP
fbem-16449	150	14	the	the	DET
fbem-16449	150	15	issues	issue	NOUN
fbem-16449	150	16	related	relate	VERB
fbem-16449	150	17	to	to	ADP
fbem-16449	150	18	real	real	ADJ
fbem-16449	150	19	-	-	PUNCT
fbem-16449	150	20	time	time	NOUN
fbem-16449	150	21	update	update	NOUN
fbem-16449	150	22	of	of	ADP
fbem-16449	150	23	database	database	NOUN
fbem-16449	150	24	,	,	PUNCT
fbem-16449	150	25	fine	fine	ADJ
fbem-16449	150	26	tuning	tune	VERB
fbem-16449	150	27	the	the	DET
fbem-16449	150	28	model	model	NOUN
fbem-16449	150	29	,	,	PUNCT
fbem-16449	150	30	data	datum	NOUN
fbem-16449	150	31	leakage	leakage	NOUN
fbem-16449	150	32	and	and	CCONJ
fbem-16449	150	33	ethical	ethical	ADJ
fbem-16449	150	34	problems	problem	NOUN
fbem-16449	150	35	.	.	PUNCT
fbem-16449	151	1	first	first	ADV
fbem-16449	151	2	,	,	PUNCT
fbem-16449	151	3	chatgpt	chatgpt	NOUN
fbem-16449	151	4	can	can	AUX
fbem-16449	151	5	not	not	PART
fbem-16449	151	6	network	network	VERB
fbem-16449	151	7	in	in	ADP
fbem-16449	151	8	real	real	ADJ
fbem-16449	151	9	time	time	NOUN
fbem-16449	151	10	to	to	PART
fbem-16449	151	11	update	update	VERB
fbem-16449	151	12	the	the	DET
fbem-16449	151	13	database	database	NOUN
fbem-16449	151	14	.	.	PUNCT
fbem-16449	152	1	second	second	ADJ
fbem-16449	152	2	,	,	PUNCT
fbem-16449	152	3	chatgpt	chatgpt	NOUN
fbem-16449	152	4	needs	need	VERB
fbem-16449	152	5	to	to	PART
fbem-16449	152	6	be	be	AUX
fbem-16449	152	7	fine	fine	ADV
fbem-16449	152	8	-	-	PUNCT
fbem-16449	152	9	tuned	tune	VERB
fbem-16449	152	10	before	before	SCONJ
fbem-16449	152	11	it	it	PRON
fbem-16449	152	12	can	can	AUX
fbem-16449	152	13	be	be	AUX
fbem-16449	152	14	fully	fully	ADV
fbem-16449	152	15	used	use	VERB
fbem-16449	152	16	in	in	ADP
fbem-16449	152	17	the	the	DET
fbem-16449	152	18	finance	finance	NOUN
fbem-16449	152	19	industry	industry	NOUN
fbem-16449	152	20	and	and	CCONJ
fbem-16449	152	21	the	the	DET
fbem-16449	152	22	data	datum	NOUN
fbem-16449	152	23	needed	need	VERB
fbem-16449	152	24	is	be	AUX
fbem-16449	152	25	hard	hard	ADJ
fbem-16449	152	26	to	to	PART
fbem-16449	152	27	access	access	VERB
fbem-16449	152	28	.	.	PUNCT
fbem-16449	153	1	third	third	ADJ
fbem-16449	153	2	,	,	PUNCT
fbem-16449	153	3	data	datum	NOUN
fbem-16449	153	4	leakage	leakage	NOUN
fbem-16449	153	5	and	and	CCONJ
fbem-16449	153	6	ethics	ethic	NOUN
fbem-16449	153	7	issues	issue	NOUN
fbem-16449	153	8	are	be	AUX
fbem-16449	153	9	also	also	ADV
fbem-16449	153	10	important	important	ADJ
fbem-16449	153	11	concerns	concern	NOUN
fbem-16449	153	12	when	when	SCONJ
fbem-16449	153	13	chatgpt	chatgpt	NOUN
fbem-16449	153	14	is	be	AUX
fbem-16449	153	15	applied	apply	VERB
fbem-16449	153	16	in	in	ADP
fbem-16449	153	17	financial	financial	ADJ
fbem-16449	153	18	sector	sector	NOUN
fbem-16449	153	19	.	.	PUNCT
fbem-16449	154	1	in	in	ADP
fbem-16449	154	2	the	the	DET
fbem-16449	154	3	future	future	NOUN
fbem-16449	154	4	,	,	PUNCT
fbem-16449	154	5	we	we	PRON
fbem-16449	154	6	suggest	suggest	VERB
fbem-16449	154	7	that	that	SCONJ
fbem-16449	154	8	the	the	DET
fbem-16449	154	9	government	government	NOUN
fbem-16449	154	10	establish	establish	VERB
fbem-16449	154	11	and	and	CCONJ
fbem-16449	154	12	improve	improve	VERB
fbem-16449	154	13	relevant	relevant	ADJ
fbem-16449	154	14	laws	law	NOUN
fbem-16449	154	15	and	and	CCONJ
fbem-16449	154	16	regulations	regulation	NOUN
fbem-16449	154	17	related	relate	VERB
fbem-16449	154	18	to	to	ADP
fbem-16449	154	19	the	the	DET
fbem-16449	154	20	application	application	NOUN
fbem-16449	154	21	of	of	ADP
fbem-16449	154	22	chatgpt	chatgpt	NOUN
fbem-16449	154	23	and	and	CCONJ
fbem-16449	154	24	that	that	SCONJ
fbem-16449	154	25	the	the	DET
fbem-16449	154	26	financial	financial	ADJ
fbem-16449	154	27	institutions	institution	NOUN
fbem-16449	154	28	keep	keep	VERB
fbem-16449	154	29	educating	educate	VERB
fbem-16449	154	30	financial	financial	ADJ
fbem-16449	154	31	professionals	professional	NOUN
fbem-16449	154	32	and	and	CCONJ
fbem-16449	154	33	actively	actively	ADV
fbem-16449	154	34	explore	explore	VERB
fbem-16449	154	35	future	future	ADJ
fbem-16449	154	36	applications	application	NOUN
fbem-16449	154	37	.	.	PUNCT
fbem-16449	155	1	we	we	PRON
fbem-16449	155	2	have	have	VERB
fbem-16449	155	3	confidence	confidence	NOUN
fbem-16449	155	4	in	in	ADP
fbem-16449	155	5	china	china	PROPN
fbem-16449	155	6	’s	’s	PART
fbem-16449	155	7	finance	finance	NOUN
fbem-16449	155	8	sector	sector	NOUN
fbem-16449	155	9	,	,	PUNCT
fbem-16449	155	10	and	and	CCONJ
fbem-16449	155	11	we	we	PRON
fbem-16449	155	12	believe	believe	VERB
fbem-16449	155	13	the	the	DET
fbem-16449	155	14	application	application	NOUN
fbem-16449	155	15	of	of	ADP
fbem-16449	155	16	chatgpt	chatgpt	NOUN
fbem-16449	155	17	will	will	AUX
fbem-16449	155	18	bring	bring	VERB
fbem-16449	155	19	the	the	DET
fbem-16449	155	20	whole	whole	ADJ
fbem-16449	155	21	industry	industry	NOUN
fbem-16449	155	22	to	to	ADP
fbem-16449	155	23	a	a	DET
fbem-16449	155	24	higher	high	ADJ
fbem-16449	155	25	level	level	NOUN
fbem-16449	155	26	.	.	PUNCT
fbem-16449	156	1	references	reference	NOUN
fbem-16449	156	2	[	[	X
fbem-16449	156	3	1	1	NUM
fbem-16449	156	4	]	]	X
fbem-16449	156	5	osterrieder	osterrieder	NOUN
fbem-16449	156	6	,	,	PUNCT
fbem-16449	156	7	j.	j.	PROPN
fbem-16449	156	8	(	(	PUNCT
fbem-16449	156	9	2023	2023	NUM
fbem-16449	156	10	)	)	PUNCT
fbem-16449	156	11	.	.	PUNCT
fbem-16449	157	1	a	a	DET
fbem-16449	157	2	primer	primer	NOUN
fbem-16449	157	3	on	on	ADP
fbem-16449	157	4	natural	natural	ADJ
fbem-16449	157	5	language	language	NOUN
fbem-16449	157	6	processing	processing	NOUN
fbem-16449	157	7	for	for	ADP
fbem-16449	157	8	finance	finance	NOUN
fbem-16449	157	9	.	.	PUNCT
fbem-16449	158	1	available	available	ADJ
fbem-16449	158	2	at	at	ADP
fbem-16449	158	3	ssrn	ssrn	PROPN
fbem-16449	158	4	4317320	4317320	NUM
fbem-16449	158	5	.	.	PUNCT
fbem-16449	159	1	[	[	X
fbem-16449	159	2	2	2	X
fbem-16449	159	3	]	]	PUNCT
fbem-16449	159	4	adam	adam	PROPN
fbem-16449	159	5	zaremba	zaremba	PROPN
fbem-16449	159	6	&	&	CCONJ
fbem-16449	159	7	ender	ender	PROPN
fbem-16449	159	8	demir	demir	PROPN
fbem-16449	159	9	,	,	PUNCT
fbem-16449	159	10	2023	2023	NUM
fbem-16449	159	11	.	.	PUNCT
fbem-16449	160	1	"	"	PUNCT
fbem-16449	160	2	chatgpt	chatgpt	NOUN
fbem-16449	160	3	:	:	PUNCT
fbem-16449	160	4	unlocking	unlock	VERB
fbem-16449	160	5	the	the	DET
fbem-16449	160	6	future	future	NOUN
fbem-16449	160	7	of	of	ADP
fbem-16449	160	8	nlp	nlp	NOUN
fbem-16449	160	9	in	in	ADP
fbem-16449	160	10	finance	finance	NOUN
fbem-16449	160	11	,	,	PUNCT
fbem-16449	160	12	"	"	PUNCT
fbem-16449	160	13	modern	modern	ADJ
fbem-16449	160	14	finance	finance	NOUN
fbem-16449	160	15	,	,	PUNCT
fbem-16449	160	16	modern	modern	ADJ
fbem-16449	160	17	finance	finance	NOUN
fbem-16449	160	18	institute	institute	PROPN
fbem-16449	160	19	,	,	PUNCT
fbem-16449	160	20	vol	vol	NOUN
fbem-16449	160	21	.	.	PROPN
fbem-16449	160	22	1(1	1(1	NUM
fbem-16449	160	23	)	)	PUNCT
fbem-16449	160	24	,	,	PUNCT
fbem-16449	160	25	pages	page	NOUN
fbem-16449	160	26	93	93	NUM
fbem-16449	160	27	-	-	SYM
fbem-16449	160	28	98	98	NUM
fbem-16449	160	29	.	.	PUNCT
fbem-16449	161	1	[	[	X
fbem-16449	161	2	3	3	NUM
fbem-16449	161	3	]	]	X
fbem-16449	161	4	alshater	alshater	NOUN
fbem-16449	161	5	,	,	PUNCT
fbem-16449	161	6	m.m	m.m	PROPN
fbem-16449	161	7	.	.	PROPN
fbem-16449	161	8	(	(	PUNCT
fbem-16449	161	9	2022	2022	NUM
fbem-16449	161	10	)	)	PUNCT
fbem-16449	161	11	.	.	PUNCT
fbem-16449	162	1	exploring	explore	VERB
fbem-16449	162	2	the	the	DET
fbem-16449	162	3	role	role	NOUN
fbem-16449	162	4	of	of	ADP
fbem-16449	162	5	artificial	artificial	ADJ
fbem-16449	162	6	intelligence	intelligence	NOUN
fbem-16449	162	7	in	in	ADP
fbem-16449	162	8	enhancing	enhance	VERB
fbem-16449	162	9	academic	academic	ADJ
fbem-16449	162	10	performance	performance	NOUN
fbem-16449	162	11	:	:	PUNCT
fbem-16449	162	12	a	a	DET
fbem-16449	162	13	case	case	NOUN
fbem-16449	162	14	study	study	NOUN
fbem-16449	162	15	of	of	ADP
fbem-16449	162	16	chatgpt	chatgpt	NOUN
fbem-16449	162	17	.	.	PUNCT
fbem-16449	163	1	ssrn	ssrn	PROPN
fbem-16449	163	2	electronic	electronic	ADJ
fbem-16449	163	3	journal	journal	NOUN
fbem-16449	163	4	.	.	PUNCT
fbem-16449	164	1	[	[	X
fbem-16449	164	2	4	4	NUM
fbem-16449	164	3	]	]	X
fbem-16449	164	4	ali	ali	PROPN
fbem-16449	164	5	,	,	PUNCT
fbem-16449	164	6	h.	h.	PROPN
fbem-16449	164	7	,	,	PUNCT
fbem-16449	164	8	&	&	CCONJ
fbem-16449	164	9	aysan	aysan	PROPN
fbem-16449	164	10	,	,	PUNCT
fbem-16449	164	11	a.f	a.f	PROPN
fbem-16449	164	12	.	.	PROPN
fbem-16449	164	13	(	(	PUNCT
fbem-16449	164	14	2023	2023	NUM
fbem-16449	164	15	)	)	PUNCT
fbem-16449	164	16	.	.	PUNCT
fbem-16449	165	1	what	what	PRON
fbem-16449	165	2	will	will	AUX
fbem-16449	165	3	chatgpt	chatgpt	VERB
fbem-16449	165	4	revolutionize	revolutionize	VERB
fbem-16449	165	5	in	in	ADP
fbem-16449	165	6	the	the	DET
fbem-16449	165	7	financial	financial	ADJ
fbem-16449	165	8	industry	industry	NOUN
fbem-16449	165	9	?	?	PUNCT
fbem-16449	166	1	modern	modern	ADJ
fbem-16449	166	2	finance	finance	NOUN
fbem-16449	166	3	.	.	PUNCT
fbem-16449	167	1	[	[	X
fbem-16449	167	2	5	5	NUM
fbem-16449	167	3	]	]	SYM
fbem-16449	167	4	zadeh	zadeh	PROPN
fbem-16449	167	5	,	,	PUNCT
fbem-16449	167	6	r.b	r.b	PROPN
fbem-16449	167	7	.	.	PROPN
fbem-16449	167	8	,	,	PUNCT
fbem-16449	167	9	&	&	CCONJ
fbem-16449	167	10	zollmann	zollmann	PROPN
fbem-16449	167	11	,	,	PUNCT
fbem-16449	167	12	a.	a.	NOUN
fbem-16449	167	13	(	(	PUNCT
fbem-16449	167	14	2009	2009	NUM
fbem-16449	167	15	)	)	PUNCT
fbem-16449	167	16	.	.	PUNCT
fbem-16449	168	1	predicting	predict	VERB
fbem-16449	168	2	marketvolatility	marketvolatility	NOUN
fbem-16449	168	3	from	from	ADP
fbem-16449	168	4	federal	federal	PROPN
fbem-16449	168	5	reserve	reserve	PROPN
fbem-16449	168	6	board	board	PROPN
fbem-16449	168	7	meeting	meeting	NOUN
fbem-16449	168	8	minutes	minute	NOUN
fbem-16449	168	9	nlp	nlp	NOUN
fbem-16449	168	10	for	for	ADP
fbem-16449	168	11	finance	finance	NOUN
fbem-16449	168	12	.	.	PUNCT