id	sid	tid	token	lemma	pos
ajst-638	1	1	academic	academic	ADJ
ajst-638	1	2	journal	journal	NOUN
ajst-638	1	3	of	of	ADP
ajst-638	1	4	science	science	NOUN
ajst-638	1	5	and	and	CCONJ
ajst-638	1	6	technology	technology	NOUN
ajst-638	1	7	issn	issn	NOUN
ajst-638	1	8	:	:	PUNCT
ajst-638	1	9	2771	2771	NUM
ajst-638	1	10	-	-	SYM
ajst-638	1	11	3032	3032	NUM
ajst-638	1	12	|	|	NOUN
ajst-638	1	13	vol	vol	NOUN
ajst-638	1	14	.	.	PROPN
ajst-638	2	1	2	2	NUM
ajst-638	2	2	,	,	PUNCT
ajst-638	2	3	no	no	INTJ
ajst-638	2	4	.	.	NOUN
ajst-638	2	5	1	1	NUM
ajst-638	2	6	,	,	PUNCT
ajst-638	2	7	2022	2022	NUM
ajst-638	2	8	42	42	NUM
ajst-638	2	9	automatic	automatic	ADJ
ajst-638	2	10	generation	generation	NOUN
ajst-638	2	11	system	system	NOUN
ajst-638	2	12	of	of	ADP
ajst-638	2	13	frequently	frequently	ADV
ajst-638	2	14	asked	ask	VERB
ajst-638	2	15	questions	question	NOUN
ajst-638	2	16	based	base	VERB
ajst-638	2	17	on	on	ADP
ajst-638	2	18	the	the	DET
ajst-638	2	19	t5	t5	PROPN
ajst-638	2	20	model	model	NOUN
ajst-638	2	21	zheyu	zheyu	NOUN
ajst-638	2	22	chen1	chen1	PROPN
ajst-638	2	23	,	,	PUNCT
ajst-638	2	24	a	a	DET
ajst-638	2	25	1	1	NUM
ajst-638	2	26	software	software	NOUN
ajst-638	2	27	engineering	engineering	NOUN
ajst-638	2	28	,	,	PUNCT
ajst-638	2	29	university	university	NOUN
ajst-638	2	30	college	college	PROPN
ajst-638	2	31	dublin	dublin	PROPN
ajst-638	2	32	,	,	PUNCT
ajst-638	2	33	dublin	dublin	PROPN
ajst-638	2	34	,	,	PUNCT
ajst-638	2	35	999014	999014	NUM
ajst-638	2	36	,	,	PUNCT
ajst-638	2	37	ireland	ireland	NOUN
ajst-638	2	38	acorresponding	acorresponding	NOUN
ajst-638	2	39	author	author	NOUN
ajst-638	2	40	’s	’s	PART
ajst-638	2	41	email	email	NOUN
ajst-638	2	42	:	:	PUNCT
ajst-638	2	43	czy5722025@163.com	czy5722025@163.com	X
ajst-638	2	44	abstract	abstract	NOUN
ajst-638	2	45	:	:	PUNCT
ajst-638	2	46	question	question	NOUN
ajst-638	2	47	generation	generation	NOUN
ajst-638	2	48	is	be	AUX
ajst-638	2	49	a	a	DET
ajst-638	2	50	widely	widely	ADV
ajst-638	2	51	used	use	VERB
ajst-638	2	52	technique	technique	NOUN
ajst-638	2	53	in	in	ADP
ajst-638	2	54	natural	natural	ADJ
ajst-638	2	55	language	language	NOUN
ajst-638	2	56	processing	processing	NOUN
ajst-638	2	57	,	,	PUNCT
ajst-638	2	58	and	and	CCONJ
ajst-638	2	59	it	it	PRON
ajst-638	2	60	can	can	AUX
ajst-638	2	61	be	be	AUX
ajst-638	2	62	applied	apply	VERB
ajst-638	2	63	in	in	ADP
ajst-638	2	64	many	many	ADJ
ajst-638	2	65	contexts	context	NOUN
ajst-638	2	66	.	.	PUNCT
ajst-638	3	1	in	in	ADP
ajst-638	3	2	order	order	NOUN
ajst-638	3	3	to	to	PART
ajst-638	3	4	provide	provide	VERB
ajst-638	3	5	domain	domain	NOUN
ajst-638	3	6	-	-	PUNCT
ajst-638	3	7	specific	specific	ADJ
ajst-638	3	8	faqs	faq	NOUN
ajst-638	3	9	efficiently	efficiently	ADV
ajst-638	3	10	and	and	CCONJ
ajst-638	3	11	comprehensively	comprehensively	ADV
ajst-638	3	12	,	,	PUNCT
ajst-638	3	13	this	this	DET
ajst-638	3	14	work	work	NOUN
ajst-638	3	15	designs	design	VERB
ajst-638	3	16	an	an	DET
ajst-638	3	17	automated	automate	VERB
ajst-638	3	18	system	system	NOUN
ajst-638	3	19	for	for	ADP
ajst-638	3	20	frequently	frequently	ADV
ajst-638	3	21	asked	ask	VERB
ajst-638	3	22	questions	question	NOUN
ajst-638	3	23	(	(	PUNCT
ajst-638	3	24	faq	faq	NOUN
ajst-638	3	25	)	)	PUNCT
ajst-638	3	26	generation	generation	NOUN
ajst-638	3	27	based	base	VERB
ajst-638	3	28	on	on	ADP
ajst-638	3	29	the	the	DET
ajst-638	3	30	t5	t5	PROPN
ajst-638	3	31	model	model	NOUN
ajst-638	3	32	.	.	PUNCT
ajst-638	4	1	this	this	DET
ajst-638	4	2	work	work	NOUN
ajst-638	4	3	makes	make	VERB
ajst-638	4	4	some	some	DET
ajst-638	4	5	optimizations	optimization	NOUN
ajst-638	4	6	and	and	CCONJ
ajst-638	4	7	adjustments	adjustment	NOUN
ajst-638	4	8	based	base	VERB
ajst-638	4	9	on	on	ADP
ajst-638	4	10	an	an	DET
ajst-638	4	11	open	open	ADJ
ajst-638	4	12	-	-	PUNCT
ajst-638	4	13	source	source	NOUN
ajst-638	4	14	project	project	NOUN
ajst-638	4	15	with	with	ADP
ajst-638	4	16	high	high	ADJ
ajst-638	4	17	review	review	NOUN
ajst-638	4	18	scores	score	NOUN
ajst-638	4	19	,	,	PUNCT
ajst-638	4	20	mainly	mainly	ADV
ajst-638	4	21	in	in	ADP
ajst-638	4	22	terms	term	NOUN
ajst-638	4	23	of	of	ADP
ajst-638	4	24	performance	performance	NOUN
ajst-638	4	25	and	and	CCONJ
ajst-638	4	26	data	datum	NOUN
ajst-638	4	27	format	format	NOUN
ajst-638	4	28	,	,	PUNCT
ajst-638	4	29	in	in	ADP
ajst-638	4	30	order	order	NOUN
ajst-638	4	31	to	to	PART
ajst-638	4	32	be	be	AUX
ajst-638	4	33	able	able	ADJ
ajst-638	4	34	to	to	PART
ajst-638	4	35	obtain	obtain	VERB
ajst-638	4	36	a	a	DET
ajst-638	4	37	more	more	ADV
ajst-638	4	38	comprehensive	comprehensive	ADJ
ajst-638	4	39	output	output	NOUN
ajst-638	4	40	with	with	ADP
ajst-638	4	41	more	more	ADJ
ajst-638	4	42	direct	direct	ADJ
ajst-638	4	43	input	input	NOUN
ajst-638	4	44	,	,	PUNCT
ajst-638	4	45	which	which	PRON
ajst-638	4	46	ultimately	ultimately	ADV
ajst-638	4	47	meets	meet	VERB
ajst-638	4	48	the	the	DET
ajst-638	4	49	expectations	expectation	NOUN
ajst-638	4	50	.	.	PUNCT
ajst-638	5	1	this	this	DET
ajst-638	5	2	work	work	NOUN
ajst-638	5	3	also	also	ADV
ajst-638	5	4	designed	design	VERB
ajst-638	5	5	a	a	DET
ajst-638	5	6	django	django	NOUN
ajst-638	5	7	-	-	PUNCT
ajst-638	5	8	based	base	VERB
ajst-638	5	9	web	web	NOUN
ajst-638	5	10	page	page	NOUN
ajst-638	5	11	as	as	ADP
ajst-638	5	12	an	an	DET
ajst-638	5	13	initial	initial	ADJ
ajst-638	5	14	user	user	NOUN
ajst-638	5	15	interface	interface	NOUN
ajst-638	5	16	.	.	PUNCT
ajst-638	6	1	this	this	DET
ajst-638	6	2	work	work	NOUN
ajst-638	6	3	is	be	AUX
ajst-638	6	4	a	a	DET
ajst-638	6	5	practical	practical	ADJ
ajst-638	6	6	application	application	NOUN
ajst-638	6	7	project	project	NOUN
ajst-638	6	8	for	for	ADP
ajst-638	6	9	question	question	NOUN
ajst-638	6	10	generation	generation	NOUN
ajst-638	6	11	with	with	ADP
ajst-638	6	12	some	some	DET
ajst-638	6	13	practicality	practicality	NOUN
ajst-638	6	14	and	and	CCONJ
ajst-638	6	15	can	can	AUX
ajst-638	6	16	be	be	AUX
ajst-638	6	17	used	use	VERB
ajst-638	6	18	to	to	PART
ajst-638	6	19	build	build	VERB
ajst-638	6	20	or	or	CCONJ
ajst-638	6	21	extend	extend	VERB
ajst-638	6	22	a	a	DET
ajst-638	6	23	domain	domain	NOUN
ajst-638	6	24	-	-	PUNCT
ajst-638	6	25	specific	specific	ADJ
ajst-638	6	26	faq	faq	NOUN
ajst-638	6	27	knowledge	knowledge	NOUN
ajst-638	6	28	database	database	NOUN
ajst-638	6	29	.	.	PUNCT
ajst-638	7	1	keywords	keyword	NOUN
ajst-638	7	2	:	:	PUNCT
ajst-638	7	3	question	question	NOUN
ajst-638	7	4	generation	generation	NOUN
ajst-638	7	5	,	,	PUNCT
ajst-638	7	6	transformer	transformer	NOUN
ajst-638	7	7	,	,	PUNCT
ajst-638	7	8	t5	t5	PROPN
ajst-638	7	9	,	,	PUNCT
ajst-638	7	10	frequently	frequently	ADV
ajst-638	7	11	asked	ask	VERB
ajst-638	7	12	questions	question	NOUN
ajst-638	7	13	.	.	PUNCT
ajst-638	8	1	1	1	X
ajst-638	8	2	.	.	X
ajst-638	8	3	introduction	introduction	NOUN
ajst-638	8	4	1.1	1.1	NUM
ajst-638	8	5	.	.	PUNCT
ajst-638	9	1	background	background	NOUN
ajst-638	9	2	question	question	NOUN
ajst-638	9	3	generation	generation	NOUN
ajst-638	9	4	(	(	PUNCT
ajst-638	9	5	qg	qg	PROPN
ajst-638	9	6	)	)	PUNCT
ajst-638	9	7	is	be	AUX
ajst-638	9	8	an	an	DET
ajst-638	9	9	essential	essential	ADJ
ajst-638	9	10	subtask	subtask	NOUN
ajst-638	9	11	in	in	ADP
ajst-638	9	12	text	text	NOUN
ajst-638	9	13	generation	generation	NOUN
ajst-638	9	14	,	,	PUNCT
ajst-638	9	15	aiming	aim	VERB
ajst-638	9	16	to	to	PART
ajst-638	9	17	generate	generate	VERB
ajst-638	9	18	input	input	NOUN
ajst-638	9	19	-	-	PUNCT
ajst-638	9	20	relevant	relevant	ADJ
ajst-638	9	21	and	and	CCONJ
ajst-638	9	22	naturally	naturally	ADV
ajst-638	9	23	flowing	flow	VERB
ajst-638	9	24	questions	question	NOUN
ajst-638	9	25	based	base	VERB
ajst-638	9	26	on	on	ADP
ajst-638	9	27	input	input	NOUN
ajst-638	9	28	data	datum	NOUN
ajst-638	9	29	(	(	PUNCT
ajst-638	9	30	text	text	NOUN
ajst-638	9	31	,	,	PUNCT
ajst-638	9	32	knowledge	knowledge	NOUN
ajst-638	9	33	base	base	NOUN
ajst-638	9	34	,	,	PUNCT
ajst-638	9	35	images	image	NOUN
ajst-638	9	36	,	,	PUNCT
ajst-638	9	37	and	and	CCONJ
ajst-638	9	38	other	other	ADJ
ajst-638	9	39	types	type	NOUN
ajst-638	9	40	)	)	PUNCT
ajst-638	9	41	.	.	PUNCT
ajst-638	10	1	due	due	ADP
ajst-638	10	2	to	to	ADP
ajst-638	10	3	the	the	DET
ajst-638	10	4	successful	successful	ADJ
ajst-638	10	5	development	development	NOUN
ajst-638	10	6	of	of	ADP
ajst-638	10	7	machine	machine	NOUN
ajst-638	10	8	reading	reading	NOUN
ajst-638	10	9	comprehension	comprehension	NOUN
ajst-638	10	10	(	(	PUNCT
ajst-638	10	11	mrc	mrc	NOUN
ajst-638	10	12	)	)	PUNCT
ajst-638	10	13	and	and	CCONJ
ajst-638	10	14	intelligent	intelligent	ADJ
ajst-638	10	15	question	question	NOUN
ajst-638	10	16	-	-	PUNCT
ajst-638	10	17	answer	answer	NOUN
ajst-638	10	18	systems	system	NOUN
ajst-638	10	19	,	,	PUNCT
ajst-638	10	20	question	question	NOUN
ajst-638	10	21	generation	generation	NOUN
ajst-638	10	22	is	be	AUX
ajst-638	10	23	receiving	receive	VERB
ajst-638	10	24	more	more	ADJ
ajst-638	10	25	and	and	CCONJ
ajst-638	10	26	more	more	ADV
ajst-638	10	27	attention.[1	attention.[1	ADP
ajst-638	10	28	]	]	PUNCT
ajst-638	10	29	the	the	DET
ajst-638	10	30	models	model	NOUN
ajst-638	10	31	in	in	ADP
ajst-638	10	32	this	this	DET
ajst-638	10	33	project	project	NOUN
ajst-638	10	34	mainly	mainly	ADV
ajst-638	10	35	use	use	VERB
ajst-638	10	36	transformer	transformer	NOUN
ajst-638	10	37	and	and	CCONJ
ajst-638	10	38	t5	t5	PROPN
ajst-638	10	39	,	,	PUNCT
ajst-638	10	40	both	both	DET
ajst-638	10	41	cutting	cut	VERB
ajst-638	10	42	-	-	PUNCT
ajst-638	10	43	edge	edge	NOUN
ajst-638	10	44	natural	natural	ADJ
ajst-638	10	45	language	language	NOUN
ajst-638	10	46	processing	processing	NOUN
ajst-638	10	47	models	model	NOUN
ajst-638	10	48	from	from	ADP
ajst-638	10	49	google	google	PROPN
ajst-638	10	50	.	.	PUNCT
ajst-638	11	1	transformer	transformer	NOUN
ajst-638	12	1	[	[	X
ajst-638	12	2	2	2	NUM
ajst-638	12	3	]	]	PUNCT
ajst-638	12	4	(	(	PUNCT
ajst-638	12	5	figure	figure	NOUN
ajst-638	12	6	1	1	NUM
ajst-638	12	7	)	)	PUNCT
ajst-638	12	8	originated	originate	VERB
ajst-638	12	9	from	from	ADP
ajst-638	12	10	a	a	DET
ajst-638	12	11	paper	paper	NOUN
ajst-638	12	12	,	,	PUNCT
ajst-638	12	13	"	"	PUNCT
ajst-638	12	14	attention	attention	NOUN
ajst-638	12	15	is	be	AUX
ajst-638	12	16	all	all	PRON
ajst-638	12	17	you	you	PRON
ajst-638	12	18	need	need	VERB
ajst-638	12	19	"	"	PUNCT
ajst-638	12	20	published	publish	VERB
ajst-638	12	21	by	by	ADP
ajst-638	12	22	google	google	PROPN
ajst-638	12	23	in	in	ADP
ajst-638	12	24	2017	2017	NUM
ajst-638	12	25	,	,	PUNCT
ajst-638	12	26	which	which	PRON
ajst-638	12	27	has	have	AUX
ajst-638	12	28	achieved	achieve	VERB
ajst-638	12	29	excellent	excellent	ADJ
ajst-638	12	30	results	result	NOUN
ajst-638	12	31	on	on	ADP
ajst-638	12	32	several	several	ADJ
ajst-638	12	33	natural	natural	ADJ
ajst-638	12	34	language	language	NOUN
ajst-638	12	35	processing	processing	NOUN
ajst-638	12	36	tasks	task	NOUN
ajst-638	12	37	.	.	PUNCT
ajst-638	13	1	on	on	ADP
ajst-638	13	2	october	october	PROPN
ajst-638	13	3	23	23	NUM
ajst-638	13	4	,	,	PUNCT
ajst-638	13	5	2019	2019	NUM
ajst-638	13	6	,	,	PUNCT
ajst-638	13	7	google	google	PROPN
ajst-638	13	8	published	publish	VERB
ajst-638	13	9	another	another	DET
ajst-638	13	10	paper	paper	NOUN
ajst-638	13	11	,	,	PUNCT
ajst-638	13	12	"	"	PUNCT
ajst-638	13	13	exploring	explore	VERB
ajst-638	13	14	the	the	DET
ajst-638	13	15	limits	limit	NOUN
ajst-638	13	16	of	of	ADP
ajst-638	13	17	transfer	transfer	NOUN
ajst-638	13	18	learning	learn	VERB
ajst-638	13	19	with	with	ADP
ajst-638	13	20	a	a	DET
ajst-638	13	21	unified	unified	ADJ
ajst-638	13	22	text	text	NOUN
ajst-638	13	23	-	-	PUNCT
ajst-638	13	24	to	to	ADP
ajst-638	13	25	-	-	PUNCT
ajst-638	13	26	text	text	NOUN
ajst-638	13	27	transformer	transformer	NOUN
ajst-638	13	28	"	"	PUNCT
ajst-638	13	29	,	,	PUNCT
ajst-638	13	30	the	the	DET
ajst-638	13	31	t5	t5	PROPN
ajst-638	13	32	(	(	PUNCT
ajst-638	13	33	transfer	transfer	NOUN
ajst-638	13	34	text	text	NOUN
ajst-638	13	35	-	-	PUNCT
ajst-638	13	36	to	to	ADP
ajst-638	13	37	-	-	PUNCT
ajst-638	13	38	text	text	NOUN
ajst-638	13	39	transformer	transformer	NOUN
ajst-638	13	40	)	)	PUNCT
ajst-638	13	41	model	model	NOUN
ajst-638	13	42	in	in	ADP
ajst-638	13	43	that	that	DET
ajst-638	13	44	paper	paper	NOUN
ajst-638	13	45	provides	provide	VERB
ajst-638	13	46	a	a	DET
ajst-638	13	47	grand	grand	ADJ
ajst-638	13	48	unification	unification	NOUN
ajst-638	13	49	of	of	ADP
ajst-638	13	50	nlp	nlp	NOUN
ajst-638	13	51	tasks	task	NOUN
ajst-638	13	52	,	,	PUNCT
ajst-638	13	53	transforming	transform	VERB
ajst-638	13	54	all	all	DET
ajst-638	13	55	nlp	nlp	NOUN
ajst-638	13	56	tasks	task	NOUN
ajst-638	13	57	into	into	ADP
ajst-638	13	58	text	text	NOUN
ajst-638	13	59	-	-	PUNCT
ajst-638	13	60	to	to	ADP
ajst-638	13	61	-	-	PUNCT
ajst-638	13	62	text	text	NOUN
ajst-638	13	63	tasks	task	NOUN
ajst-638	13	64	.	.	PUNCT
ajst-638	14	1	figure	figure	NOUN
ajst-638	14	2	1	1	NUM
ajst-638	14	3	.	.	PUNCT
ajst-638	15	1	the	the	DET
ajst-638	15	2	transformer	transformer	NOUN
ajst-638	15	3	model	model	NOUN
ajst-638	15	4	architecture	architecture	NOUN
ajst-638	15	5	1.2	1.2	NUM
ajst-638	15	6	.	.	PUNCT
ajst-638	16	1	research	research	NOUN
ajst-638	16	2	status	status	NOUN
ajst-638	16	3	the	the	DET
ajst-638	16	4	development	development	NOUN
ajst-638	16	5	of	of	ADP
ajst-638	16	6	applications	application	NOUN
ajst-638	16	7	and	and	CCONJ
ajst-638	16	8	technologies	technology	NOUN
ajst-638	16	9	in	in	ADP
ajst-638	16	10	question	question	NOUN
ajst-638	16	11	generation	generation	NOUN
ajst-638	16	12	has	have	AUX
ajst-638	16	13	been	be	AUX
ajst-638	16	14	going	go	VERB
ajst-638	16	15	on	on	ADP
ajst-638	16	16	for	for	ADP
ajst-638	16	17	decades	decade	NOUN
ajst-638	16	18	of	of	ADP
ajst-638	16	19	development	development	NOUN
ajst-638	16	20	and	and	CCONJ
ajst-638	16	21	iteration	iteration	NOUN
ajst-638	16	22	.	.	PUNCT
ajst-638	17	1	question	question	NOUN
ajst-638	17	2	generation	generation	NOUN
ajst-638	17	3	is	be	AUX
ajst-638	17	4	a	a	DET
ajst-638	17	5	sub	sub	NOUN
ajst-638	17	6	-	-	NOUN
ajst-638	17	7	task	task	NOUN
ajst-638	17	8	of	of	ADP
ajst-638	17	9	the	the	DET
ajst-638	17	10	nlp	nlp	NOUN
ajst-638	17	11	domain	domain	NOUN
ajst-638	17	12	on	on	ADP
ajst-638	17	13	the	the	DET
ajst-638	17	14	technical	technical	ADJ
ajst-638	17	15	side	side	NOUN
ajst-638	17	16	.	.	PUNCT
ajst-638	18	1	the	the	DET
ajst-638	18	2	implementation	implementation	NOUN
ajst-638	18	3	varies	vary	VERB
ajst-638	18	4	between	between	ADP
ajst-638	18	5	languages	language	NOUN
ajst-638	18	6	.	.	PUNCT
ajst-638	19	1	for	for	ADP
ajst-638	19	2	example	example	NOUN
ajst-638	19	3	,	,	PUNCT
ajst-638	19	4	the	the	DET
ajst-638	19	5	chinese	chinese	ADJ
ajst-638	19	6	question	question	NOUN
ajst-638	19	7	generation	generation	NOUN
ajst-638	19	8	task	task	NOUN
ajst-638	19	9	[	[	X
ajst-638	19	10	3	3	X
ajst-638	19	11	]	]	PUNCT
ajst-638	19	12	is	be	AUX
ajst-638	19	13	highly	highly	ADV
ajst-638	19	14	challenging	challenging	ADJ
ajst-638	19	15	.	.	PUNCT
ajst-638	20	1	pre	pre	ADJ
ajst-638	20	2	-	-	ADJ
ajst-638	20	3	trained	train	VERB
ajst-638	20	4	models	model	NOUN
ajst-638	20	5	43	43	NUM
ajst-638	20	6	are	be	AUX
ajst-638	20	7	helpful	helpful	ADJ
ajst-638	20	8	tools	tool	NOUN
ajst-638	20	9	for	for	ADP
ajst-638	20	10	question	question	NOUN
ajst-638	20	11	generation	generation	NOUN
ajst-638	20	12	,	,	PUNCT
ajst-638	20	13	such	such	ADJ
ajst-638	20	14	as	as	ADP
ajst-638	20	15	bert	bert	PROPN
ajst-638	20	16	and	and	CCONJ
ajst-638	20	17	t5	t5	PROPN
ajst-638	20	18	language	language	NOUN
ajst-638	20	19	models	model	NOUN
ajst-638	20	20	or	or	CCONJ
ajst-638	20	21	gpt-3	gpt-3	NOUN
ajst-638	20	22	language	language	NOUN
ajst-638	20	23	generation	generation	NOUN
ajst-638	20	24	models	model	NOUN
ajst-638	20	25	,	,	PUNCT
ajst-638	20	26	producing	produce	VERB
ajst-638	20	27	quite	quite	ADV
ajst-638	20	28	fluent	fluent	ADJ
ajst-638	20	29	natural	natural	ADJ
ajst-638	20	30	language	language	NOUN
ajst-638	20	31	.	.	PUNCT
ajst-638	21	1	[	[	X
ajst-638	21	2	4	4	X
ajst-638	21	3	]	]	PUNCT
ajst-638	21	4	in	in	ADP
ajst-638	21	5	terms	term	NOUN
ajst-638	21	6	of	of	ADP
ajst-638	21	7	applications	application	NOUN
ajst-638	21	8	,	,	PUNCT
ajst-638	21	9	qg	qg	PROPN
ajst-638	21	10	has	have	AUX
ajst-638	21	11	been	be	AUX
ajst-638	21	12	used	use	VERB
ajst-638	21	13	extensively	extensively	ADV
ajst-638	21	14	for	for	ADP
ajst-638	21	15	question	question	NOUN
ajst-638	21	16	paper	paper	NOUN
ajst-638	21	17	question	question	NOUN
ajst-638	21	18	generation	generation	NOUN
ajst-638	21	19	,	,	PUNCT
ajst-638	21	20	including	include	VERB
ajst-638	21	21	helping	help	VERB
ajst-638	21	22	teachers	teacher	NOUN
ajst-638	21	23	to	to	PART
ajst-638	21	24	automatically	automatically	ADV
ajst-638	21	25	generate	generate	VERB
ajst-638	21	26	short	short	ADJ
ajst-638	21	27	answer	answer	NOUN
ajst-638	21	28	questions	question	NOUN
ajst-638	21	29	;	;	PUNCT
ajst-638	21	30	[	[	X
ajst-638	21	31	4	4	X
ajst-638	21	32	]	]	PUNCT
ajst-638	21	33	multiplechoice	multiplechoice	NOUN
ajst-638	21	34	cloze	cloze	NOUN
ajst-638	21	35	-	-	PUNCT
ajst-638	21	36	test	test	NOUN
ajst-638	21	37	question	question	NOUN
ajst-638	21	38	generation	generation	NOUN
ajst-638	21	39	based	base	VERB
ajst-638	21	40	on	on	ADP
ajst-638	21	41	learning	learn	VERB
ajst-638	21	42	content	content	NOUN
ajst-638	21	43	in	in	ADP
ajst-638	21	44	a	a	DET
ajst-638	21	45	particular	particular	ADJ
ajst-638	21	46	language	language	NOUN
ajst-638	21	47	.	.	PUNCT
ajst-638	22	1	[	[	X
ajst-638	22	2	5	5	X
ajst-638	22	3	]	]	PUNCT
ajst-638	22	4	some	some	DET
ajst-638	22	5	studies	study	NOUN
ajst-638	22	6	automatically	automatically	ADV
ajst-638	22	7	generate	generate	VERB
ajst-638	22	8	datasets	dataset	NOUN
ajst-638	22	9	of	of	ADP
ajst-638	22	10	relevant	relevant	ADJ
ajst-638	22	11	questions	question	NOUN
ajst-638	22	12	through	through	ADP
ajst-638	22	13	children	child	NOUN
ajst-638	22	14	's	's	PART
ajst-638	22	15	stories	story	NOUN
ajst-638	22	16	[	[	X
ajst-638	22	17	3	3	NUM
ajst-638	22	18	]	]	PUNCT
ajst-638	22	19	.	.	PUNCT
ajst-638	23	1	faq	faq	NOUN
ajst-638	23	2	systems	system	NOUN
ajst-638	23	3	as	as	ADP
ajst-638	23	4	a	a	DET
ajst-638	23	5	practical	practical	ADJ
ajst-638	23	6	question	question	NOUN
ajst-638	23	7	and	and	CCONJ
ajst-638	23	8	answer	answer	NOUN
ajst-638	23	9	system	system	NOUN
ajst-638	23	10	[	[	X
ajst-638	23	11	6	6	NUM
ajst-638	23	12	]	]	PUNCT
ajst-638	23	13	,	,	PUNCT
ajst-638	23	14	the	the	DET
ajst-638	23	15	optimization	optimization	NOUN
ajst-638	23	16	of	of	ADP
ajst-638	23	17	faq	faq	NOUN
ajst-638	23	18	generation	generation	NOUN
ajst-638	23	19	and	and	CCONJ
ajst-638	23	20	retrieval	retrieval	NOUN
ajst-638	23	21	is	be	AUX
ajst-638	23	22	an	an	DET
ajst-638	23	23	effective	effective	ADJ
ajst-638	23	24	means	mean	NOUN
ajst-638	23	25	to	to	PART
ajst-638	23	26	improve	improve	VERB
ajst-638	23	27	the	the	DET
ajst-638	23	28	performance	performance	NOUN
ajst-638	23	29	of	of	ADP
ajst-638	23	30	such	such	ADJ
ajst-638	23	31	question	question	NOUN
ajst-638	23	32	and	and	CCONJ
ajst-638	23	33	answer	answer	NOUN
ajst-638	23	34	systems	system	NOUN
ajst-638	23	35	.	.	PUNCT
ajst-638	24	1	for	for	ADP
ajst-638	24	2	example	example	NOUN
ajst-638	24	3	,	,	PUNCT
ajst-638	24	4	some	some	DET
ajst-638	24	5	studies	study	NOUN
ajst-638	24	6	have	have	AUX
ajst-638	24	7	introduced	introduce	VERB
ajst-638	24	8	a	a	DET
ajst-638	24	9	new	new	ADJ
ajst-638	24	10	kmeans	kmean	NOUN
ajst-638	24	11	-	-	PUNCT
ajst-638	24	12	based	base	VERB
ajst-638	24	13	clustering	clustering	NOUN
ajst-638	24	14	method	method	NOUN
ajst-638	24	15	for	for	ADP
ajst-638	24	16	optimizing	optimize	VERB
ajst-638	24	17	faq	faq	NOUN
ajst-638	24	18	search	search	NOUN
ajst-638	24	19	[	[	X
ajst-638	24	20	7	7	NUM
ajst-638	24	21	]	]	PUNCT
ajst-638	24	22	.	.	PUNCT
ajst-638	25	1	an	an	DET
ajst-638	25	2	online	online	ADJ
ajst-638	25	3	faq	faq	NOUN
ajst-638	25	4	system	system	NOUN
ajst-638	25	5	is	be	AUX
ajst-638	25	6	also	also	ADV
ajst-638	25	7	based	base	VERB
ajst-638	25	8	on	on	ADP
ajst-638	25	9	a	a	DET
ajst-638	25	10	wiki	wiki	NOUN
ajst-638	25	11	engine	engine	NOUN
ajst-638	25	12	[	[	X
ajst-638	25	13	8	8	NUM
ajst-638	25	14	]	]	PUNCT
ajst-638	25	15	.	.	PUNCT
ajst-638	26	1	these	these	DET
ajst-638	26	2	case	case	NOUN
ajst-638	26	3	studies	study	NOUN
ajst-638	26	4	show	show	VERB
ajst-638	26	5	that	that	SCONJ
ajst-638	26	6	there	there	PRON
ajst-638	26	7	are	be	VERB
ajst-638	26	8	various	various	ADJ
ajst-638	26	9	ways	way	NOUN
ajst-638	26	10	to	to	PART
ajst-638	26	11	optimize	optimize	VERB
ajst-638	26	12	the	the	DET
ajst-638	26	13	search	search	NOUN
ajst-638	26	14	of	of	ADP
ajst-638	26	15	the	the	DET
ajst-638	26	16	faq	faq	NOUN
ajst-638	26	17	system	system	NOUN
ajst-638	26	18	.	.	PUNCT
ajst-638	27	1	1.3	1.3	NUM
ajst-638	27	2	.	.	PUNCT
ajst-638	27	3	significance	significance	NOUN
ajst-638	27	4	of	of	ADP
ajst-638	27	5	the	the	DET
ajst-638	27	6	subject	subject	NOUN
ajst-638	27	7	the	the	DET
ajst-638	27	8	faq	faq	NOUN
ajst-638	27	9	is	be	AUX
ajst-638	27	10	a	a	DET
ajst-638	27	11	vital	vital	ADJ
ajst-638	27	12	part	part	NOUN
ajst-638	27	13	of	of	ADP
ajst-638	27	14	the	the	DET
ajst-638	27	15	introduction	introduction	NOUN
ajst-638	27	16	section	section	NOUN
ajst-638	27	17	of	of	ADP
ajst-638	27	18	a	a	DET
ajst-638	27	19	website	website	NOUN
ajst-638	27	20	or	or	CCONJ
ajst-638	27	21	project	project	NOUN
ajst-638	27	22	.	.	PUNCT
ajst-638	28	1	this	this	DET
ajst-638	28	2	section	section	NOUN
ajst-638	28	3	is	be	AUX
ajst-638	28	4	significant	significant	ADJ
ajst-638	28	5	and	and	CCONJ
ajst-638	28	6	indispensable	indispensable	ADJ
ajst-638	28	7	to	to	ADP
ajst-638	28	8	improving	improve	VERB
ajst-638	28	9	the	the	DET
ajst-638	28	10	user	user	NOUN
ajst-638	28	11	's	's	PART
ajst-638	28	12	understanding	understanding	NOUN
ajst-638	28	13	of	of	ADP
ajst-638	28	14	the	the	DET
ajst-638	28	15	site	site	NOUN
ajst-638	28	16	and	and	CCONJ
ajst-638	28	17	improving	improve	VERB
ajst-638	28	18	user	user	NOUN
ajst-638	28	19	ease	ease	NOUN
ajst-638	28	20	of	of	ADP
ajst-638	28	21	use	use	NOUN
ajst-638	28	22	.	.	PUNCT
ajst-638	29	1	in	in	ADP
ajst-638	29	2	addition	addition	NOUN
ajst-638	29	3	,	,	PUNCT
ajst-638	29	4	faq	faq	NOUN
ajst-638	29	5	-	-	PUNCT
ajst-638	29	6	based	base	VERB
ajst-638	29	7	question	question	NOUN
ajst-638	29	8	and	and	CCONJ
ajst-638	29	9	answer	answer	NOUN
ajst-638	29	10	systems	system	NOUN
ajst-638	29	11	are	be	AUX
ajst-638	29	12	easy	easy	ADJ
ajst-638	29	13	to	to	PART
ajst-638	29	14	build	build	VERB
ajst-638	29	15	and	and	CCONJ
ajst-638	29	16	effective	effective	ADJ
ajst-638	29	17	question	question	NOUN
ajst-638	29	18	and	and	CCONJ
ajst-638	29	19	answer	answer	NOUN
ajst-638	29	20	systems	system	NOUN
ajst-638	29	21	that	that	PRON
ajst-638	29	22	can	can	AUX
ajst-638	29	23	also	also	ADV
ajst-638	29	24	be	be	AUX
ajst-638	29	25	used	use	VERB
ajst-638	29	26	as	as	ADP
ajst-638	29	27	part	part	NOUN
ajst-638	29	28	of	of	ADP
ajst-638	29	29	a	a	DET
ajst-638	29	30	complex	complex	ADJ
ajst-638	29	31	question	question	NOUN
ajst-638	29	32	and	and	CCONJ
ajst-638	29	33	answer	answer	NOUN
ajst-638	29	34	system	system	NOUN
ajst-638	29	35	.	.	PUNCT
ajst-638	30	1	[	[	X
ajst-638	30	2	6	6	NUM
ajst-638	30	3	]	]	PUNCT
ajst-638	30	4	unfortunately	unfortunately	ADV
ajst-638	30	5	,	,	PUNCT
ajst-638	30	6	researchers	researcher	NOUN
ajst-638	30	7	have	have	AUX
ajst-638	30	8	demonstrated	demonstrate	VERB
ajst-638	30	9	that	that	SCONJ
ajst-638	30	10	humans	human	NOUN
ajst-638	30	11	are	be	AUX
ajst-638	30	12	not	not	PART
ajst-638	30	13	good	good	ADJ
ajst-638	30	14	at	at	ADP
ajst-638	30	15	asking	ask	VERB
ajst-638	30	16	questions	question	NOUN
ajst-638	30	17	[	[	X
ajst-638	30	18	9	9	NUM
ajst-638	30	19	]	]	PUNCT
ajst-638	30	20	.	.	PUNCT
ajst-638	31	1	creating	create	VERB
ajst-638	31	2	a	a	DET
ajst-638	31	3	question	question	NOUN
ajst-638	31	4	and	and	CCONJ
ajst-638	31	5	answer	answer	NOUN
ajst-638	31	6	database	database	NOUN
ajst-638	31	7	requires	require	VERB
ajst-638	31	8	staff	staff	NOUN
ajst-638	31	9	to	to	PART
ajst-638	31	10	gather	gather	VERB
ajst-638	31	11	relevant	relevant	ADJ
ajst-638	31	12	information	information	NOUN
ajst-638	31	13	on	on	ADP
ajst-638	31	14	the	the	DET
ajst-638	31	15	web	web	NOUN
ajst-638	31	16	and	and	CCONJ
ajst-638	31	17	generate	generate	VERB
ajst-638	31	18	questions	question	NOUN
ajst-638	31	19	manually	manually	ADV
ajst-638	31	20	for	for	ADP
ajst-638	31	21	this	this	DET
ajst-638	31	22	enormous	enormous	ADJ
ajst-638	31	23	amount	amount	NOUN
ajst-638	31	24	of	of	ADP
ajst-638	31	25	information	information	NOUN
ajst-638	31	26	,	,	PUNCT
ajst-638	31	27	which	which	PRON
ajst-638	31	28	is	be	AUX
ajst-638	31	29	a	a	DET
ajst-638	31	30	time	time	NOUN
ajst-638	31	31	-	-	PUNCT
ajst-638	31	32	consuming	consume	VERB
ajst-638	31	33	and	and	CCONJ
ajst-638	31	34	error	error	NOUN
ajst-638	31	35	-	-	PUNCT
ajst-638	31	36	prone	prone	ADJ
ajst-638	31	37	task	task	NOUN
ajst-638	31	38	.	.	PUNCT
ajst-638	32	1	just	just	ADV
ajst-638	32	2	as	as	ADV
ajst-638	32	3	many	many	ADJ
ajst-638	32	4	studies	study	NOUN
ajst-638	32	5	on	on	ADP
ajst-638	32	6	faq	faq	NOUN
ajst-638	32	7	system	system	NOUN
ajst-638	32	8	retrieval	retrieval	NOUN
ajst-638	32	9	propose	propose	VERB
ajst-638	32	10	optimized	optimize	VERB
ajst-638	32	11	ways	way	NOUN
ajst-638	32	12	to	to	PART
ajst-638	32	13	improve	improve	VERB
ajst-638	32	14	the	the	DET
ajst-638	32	15	user	user	NOUN
ajst-638	32	16	experience	experience	NOUN
ajst-638	32	17	,	,	PUNCT
ajst-638	32	18	an	an	DET
ajst-638	32	19	easy	easy	ADJ
ajst-638	32	20	-	-	PUNCT
ajst-638	32	21	touse	touse	NOUN
ajst-638	32	22	faq	faq	NOUN
ajst-638	32	23	generation	generation	NOUN
ajst-638	32	24	system	system	NOUN
ajst-638	32	25	for	for	ADP
ajst-638	32	26	staff	staff	NOUN
ajst-638	32	27	members	member	NOUN
ajst-638	32	28	is	be	AUX
ajst-638	32	29	an	an	DET
ajst-638	32	30	effective	effective	ADJ
ajst-638	32	31	tool	tool	NOUN
ajst-638	32	32	to	to	PART
ajst-638	32	33	improve	improve	VERB
ajst-638	32	34	efficiency	efficiency	NOUN
ajst-638	32	35	.	.	PUNCT
ajst-638	33	1	therefore	therefore	ADV
ajst-638	33	2	,	,	PUNCT
ajst-638	33	3	automatic	automatic	ADJ
ajst-638	33	4	question	question	NOUN
ajst-638	33	5	generation	generation	NOUN
ajst-638	33	6	is	be	AUX
ajst-638	33	7	necessary	necessary	ADJ
ajst-638	33	8	to	to	PART
ajst-638	33	9	generate	generate	VERB
ajst-638	33	10	good	good	ADJ
ajst-638	33	11	questions	question	NOUN
ajst-638	33	12	and	and	CCONJ
ajst-638	33	13	improve	improve	VERB
ajst-638	33	14	staff	staff	NOUN
ajst-638	33	15	efficiency	efficiency	NOUN
ajst-638	33	16	.	.	PUNCT
ajst-638	34	1	this	this	DET
ajst-638	34	2	work	work	NOUN
ajst-638	34	3	built	build	VERB
ajst-638	34	4	an	an	DET
ajst-638	34	5	automatic	automatic	ADJ
ajst-638	34	6	faq	faq	NOUN
ajst-638	34	7	generation	generation	NOUN
ajst-638	34	8	system	system	NOUN
ajst-638	34	9	using	use	VERB
ajst-638	34	10	a	a	DET
ajst-638	34	11	qg	qg	PROPN
ajst-638	34	12	model	model	NOUN
ajst-638	34	13	based	base	VERB
ajst-638	34	14	on	on	ADP
ajst-638	34	15	t5	t5	PROPN
ajst-638	34	16	,	,	PUNCT
ajst-638	34	17	which	which	PRON
ajst-638	34	18	can	can	AUX
ajst-638	34	19	create	create	VERB
ajst-638	34	20	many	many	ADJ
ajst-638	34	21	frequently	frequently	ADV
ajst-638	34	22	asked	ask	VERB
ajst-638	34	23	questions	question	NOUN
ajst-638	34	24	and	and	CCONJ
ajst-638	34	25	answers	answer	NOUN
ajst-638	34	26	that	that	PRON
ajst-638	34	27	can	can	AUX
ajst-638	34	28	be	be	AUX
ajst-638	34	29	used	use	VERB
ajst-638	34	30	to	to	PART
ajst-638	34	31	generate	generate	VERB
ajst-638	34	32	the	the	DET
ajst-638	34	33	faq	faq	NOUN
ajst-638	34	34	database	database	NOUN
ajst-638	34	35	needed	need	VERB
ajst-638	34	36	by	by	ADP
ajst-638	34	37	staff	staff	NOUN
ajst-638	34	38	or	or	CCONJ
ajst-638	34	39	expand	expand	VERB
ajst-638	34	40	the	the	DET
ajst-638	34	41	existing	exist	VERB
ajst-638	34	42	faq	faq	NOUN
ajst-638	34	43	database	database	NOUN
ajst-638	34	44	.	.	PUNCT
ajst-638	35	1	1.4	1.4	NUM
ajst-638	35	2	.	.	PUNCT
ajst-638	36	1	raise	raise	VERB
ajst-638	36	2	questions	question	NOUN
ajst-638	36	3	for	for	ADP
ajst-638	36	4	this	this	DET
ajst-638	36	5	study	study	NOUN
ajst-638	36	6	,	,	PUNCT
ajst-638	36	7	there	there	PRON
ajst-638	36	8	are	be	VERB
ajst-638	36	9	two	two	NUM
ajst-638	36	10	primary	primary	ADJ
ajst-638	36	11	questions	question	NOUN
ajst-638	36	12	to	to	PART
ajst-638	36	13	address	address	VERB
ajst-638	36	14	:	:	PUNCT
ajst-638	36	15	how	how	SCONJ
ajst-638	36	16	to	to	PART
ajst-638	36	17	use	use	VERB
ajst-638	36	18	the	the	DET
ajst-638	36	19	original	original	ADJ
ajst-638	36	20	project	project	NOUN
ajst-638	36	21	as	as	ADP
ajst-638	36	22	a	a	DET
ajst-638	36	23	basis	basis	NOUN
ajst-638	36	24	for	for	ADP
ajst-638	36	25	improvement	improvement	NOUN
ajst-638	36	26	to	to	PART
ajst-638	36	27	achieve	achieve	VERB
ajst-638	36	28	the	the	DET
ajst-638	36	29	purpose	purpose	NOUN
ajst-638	36	30	of	of	ADP
ajst-638	36	31	this	this	DET
ajst-638	36	32	work	work	NOUN
ajst-638	36	33	?	?	PUNCT
ajst-638	37	1	how	how	SCONJ
ajst-638	37	2	to	to	PART
ajst-638	37	3	make	make	VERB
ajst-638	37	4	the	the	DET
ajst-638	37	5	system	system	NOUN
ajst-638	37	6	easy	easy	ADJ
ajst-638	37	7	to	to	PART
ajst-638	37	8	use	use	VERB
ajst-638	37	9	?	?	PUNCT
ajst-638	38	1	2	2	X
ajst-638	38	2	.	.	X
ajst-638	38	3	materials	material	NOUN
ajst-638	38	4	&	&	CCONJ
ajst-638	38	5	methods	method	NOUN
ajst-638	38	6	2.1	2.1	NUM
ajst-638	38	7	.	.	PUNCT
ajst-638	39	1	preparation	preparation	NOUN
ajst-638	39	2	and	and	CCONJ
ajst-638	39	3	preprocessing	preprocesse	VERB
ajst-638	39	4	the	the	DET
ajst-638	39	5	data	datum	NOUN
ajst-638	39	6	i	i	PRON
ajst-638	39	7	used	use	VERB
ajst-638	39	8	were	be	AUX
ajst-638	39	9	mainly	mainly	ADV
ajst-638	39	10	from	from	ADP
ajst-638	39	11	covid-19	covid-19	PROPN
ajst-638	39	12	related	related	ADJ
ajst-638	39	13	manuals	manual	NOUN
ajst-638	39	14	and	and	CCONJ
ajst-638	39	15	materials	material	NOUN
ajst-638	39	16	,	,	PUNCT
ajst-638	39	17	including	include	VERB
ajst-638	39	18	profiles	profile	NOUN
ajst-638	39	19	of	of	ADP
ajst-638	39	20	people	people	NOUN
ajst-638	39	21	related	relate	VERB
ajst-638	39	22	to	to	ADP
ajst-638	39	23	covid-19	covid-19	PROPN
ajst-638	39	24	on	on	ADP
ajst-638	39	25	wikipedia	wikipedia	PROPN
ajst-638	39	26	and	and	CCONJ
ajst-638	39	27	timeline	timeline	NOUN
ajst-638	39	28	information	information	NOUN
ajst-638	39	29	on	on	ADP
ajst-638	39	30	related	related	ADJ
ajst-638	39	31	events	event	NOUN
ajst-638	39	32	.	.	PUNCT
ajst-638	40	1	this	this	DET
ajst-638	40	2	work	work	NOUN
ajst-638	40	3	filtered	filter	VERB
ajst-638	40	4	and	and	CCONJ
ajst-638	40	5	organized	organize	VERB
ajst-638	40	6	these	these	DET
ajst-638	40	7	collected	collect	VERB
ajst-638	40	8	data	datum	NOUN
ajst-638	40	9	and	and	CCONJ
ajst-638	40	10	divided	divide	VERB
ajst-638	40	11	them	they	PRON
ajst-638	40	12	into	into	ADP
ajst-638	40	13	five	five	NUM
ajst-638	40	14	categories	category	NOUN
ajst-638	40	15	as	as	ADP
ajst-638	40	16	the	the	DET
ajst-638	40	17	base	base	NOUN
ajst-638	40	18	experimental	experimental	ADJ
ajst-638	40	19	data	datum	NOUN
ajst-638	40	20	:	:	PUNCT
ajst-638	40	21	prevention	prevention	NOUN
ajst-638	40	22	and	and	CCONJ
ajst-638	40	23	control	control	NOUN
ajst-638	40	24	,	,	PUNCT
ajst-638	40	25	health	health	NOUN
ajst-638	40	26	and	and	CCONJ
ajst-638	40	27	medicine	medicine	NOUN
ajst-638	40	28	,	,	PUNCT
ajst-638	40	29	event	event	NOUN
ajst-638	40	30	and	and	CCONJ
ajst-638	40	31	timeline	timeline	NOUN
ajst-638	40	32	,	,	PUNCT
ajst-638	40	33	character	character	NOUN
ajst-638	40	34	,	,	PUNCT
ajst-638	40	35	and	and	CCONJ
ajst-638	40	36	epidemic	epidemic	NOUN
ajst-638	40	37	.	.	PUNCT
ajst-638	41	1	regarding	regard	VERB
ajst-638	41	2	acquiring	acquire	VERB
ajst-638	41	3	the	the	DET
ajst-638	41	4	base	base	NOUN
ajst-638	41	5	model	model	NOUN
ajst-638	41	6	,	,	PUNCT
ajst-638	41	7	this	this	DET
ajst-638	41	8	work	work	NOUN
ajst-638	41	9	compared	compare	VERB
ajst-638	41	10	and	and	CCONJ
ajst-638	41	11	filtered	filter	VERB
ajst-638	41	12	the	the	DET
ajst-638	41	13	question	question	NOUN
ajst-638	41	14	generation	generation	NOUN
ajst-638	41	15	models	model	NOUN
ajst-638	41	16	in	in	ADP
ajst-638	41	17	github	github	PROPN
ajst-638	41	18	open	open	ADJ
ajst-638	41	19	-	-	PUNCT
ajst-638	41	20	source	source	NOUN
ajst-638	41	21	projects	project	NOUN
ajst-638	41	22	and	and	CCONJ
ajst-638	41	23	finally	finally	ADV
ajst-638	41	24	selected	select	VERB
ajst-638	41	25	a	a	DET
ajst-638	41	26	qg	qg	PROPN
ajst-638	41	27	project	project	NOUN
ajst-638	41	28	based	base	VERB
ajst-638	41	29	on	on	ADP
ajst-638	41	30	the	the	DET
ajst-638	41	31	t5	t5	PROPN
ajst-638	41	32	model	model	NOUN
ajst-638	41	33	,	,	PUNCT
ajst-638	41	34	which	which	PRON
ajst-638	41	35	achieved	achieve	VERB
ajst-638	41	36	high	high	ADJ
ajst-638	41	37	scores	score	NOUN
ajst-638	41	38	on	on	ADP
ajst-638	41	39	automatic	automatic	ADJ
ajst-638	41	40	evaluation	evaluation	NOUN
ajst-638	41	41	metrics	metric	NOUN
ajst-638	41	42	such	such	ADJ
ajst-638	41	43	as	as	ADP
ajst-638	41	44	bleu	bleu	NOUN
ajst-638	41	45	and	and	CCONJ
ajst-638	41	46	rouge	rouge	NOUN
ajst-638	41	47	scores	score	NOUN
ajst-638	41	48	.	.	PUNCT
ajst-638	42	1	this	this	DET
ajst-638	42	2	work	work	NOUN
ajst-638	42	3	cleaned	clean	VERB
ajst-638	42	4	up	up	ADP
ajst-638	42	5	the	the	DET
ajst-638	42	6	collected	collect	VERB
ajst-638	42	7	text	text	NOUN
ajst-638	42	8	files	file	NOUN
ajst-638	42	9	during	during	ADP
ajst-638	42	10	the	the	DET
ajst-638	42	11	data	datum	NOUN
ajst-638	42	12	processing	processing	NOUN
ajst-638	42	13	,	,	PUNCT
ajst-638	42	14	including	include	VERB
ajst-638	42	15	removing	remove	VERB
ajst-638	42	16	special	special	ADJ
ajst-638	42	17	symbols	symbol	NOUN
ajst-638	42	18	and	and	CCONJ
ajst-638	42	19	unique	unique	ADJ
ajst-638	42	20	characters	character	NOUN
ajst-638	42	21	and	and	CCONJ
ajst-638	42	22	meaningless	meaningless	ADJ
ajst-638	42	23	blank	blank	ADJ
ajst-638	42	24	lines	line	NOUN
ajst-638	42	25	.	.	PUNCT
ajst-638	43	1	2.2	2.2	NUM
ajst-638	43	2	.	.	PUNCT
ajst-638	43	3	project	project	NOUN
ajst-638	43	4	introduction	introduction	NOUN
ajst-638	43	5	and	and	CCONJ
ajst-638	43	6	evaluation	evaluation	NOUN
ajst-638	43	7	the	the	DET
ajst-638	43	8	project	project	NOUN
ajst-638	43	9	i	i	PRON
ajst-638	43	10	chose	choose	VERB
ajst-638	43	11	for	for	ADP
ajst-638	43	12	this	this	DET
ajst-638	43	13	project	project	NOUN
ajst-638	43	14	is	be	AUX
ajst-638	43	15	an	an	DET
ajst-638	43	16	open	open	ADJ
ajst-638	43	17	-	-	PUNCT
ajst-638	43	18	source	source	NOUN
ajst-638	43	19	study	study	NOUN
ajst-638	43	20	in	in	ADP
ajst-638	43	21	which	which	PRON
ajst-638	43	22	three	three	NUM
ajst-638	43	23	tasks	task	NOUN
ajst-638	43	24	are	be	AUX
ajst-638	43	25	accomplished	accomplish	VERB
ajst-638	43	26	,	,	PUNCT
ajst-638	43	27	of	of	ADP
ajst-638	43	28	which	which	PRON
ajst-638	43	29	the	the	DET
ajst-638	43	30	first	first	ADJ
ajst-638	43	31	type	type	NOUN
ajst-638	43	32	of	of	ADP
ajst-638	43	33	task	task	NOUN
ajst-638	43	34	,	,	PUNCT
ajst-638	43	35	question	question	NOUN
ajst-638	43	36	generation	generation	NOUN
ajst-638	43	37	,	,	PUNCT
ajst-638	43	38	fits	fit	VERB
ajst-638	43	39	this	this	DET
ajst-638	43	40	study	study	NOUN
ajst-638	43	41	's	's	PART
ajst-638	43	42	project	project	NOUN
ajst-638	43	43	perfectly	perfectly	ADV
ajst-638	43	44	.	.	PUNCT
ajst-638	44	1	the	the	DET
ajst-638	44	2	project	project	NOUN
ajst-638	44	3	uses	use	VERB
ajst-638	44	4	a	a	DET
ajst-638	44	5	pre	pre	ADJ
ajst-638	44	6	-	-	ADJ
ajst-638	44	7	trained	train	VERB
ajst-638	44	8	transformer	transformer	NOUN
ajst-638	44	9	(	(	PUNCT
ajst-638	44	10	specifically	specifically	ADV
ajst-638	44	11	the	the	DET
ajst-638	44	12	seq-2	seq-2	NUM
ajst-638	44	13	-	-	PUNCT
ajst-638	44	14	seq	seq	NOUN
ajst-638	44	15	model	model	NOUN
ajst-638	44	16	)	)	PUNCT
ajst-638	44	17	and	and	CCONJ
ajst-638	44	18	a	a	DET
ajst-638	44	19	straightforward	straightforward	ADJ
ajst-638	44	20	end	end	NOUN
ajst-638	44	21	-	-	PUNCT
ajst-638	44	22	to	to	ADP
ajst-638	44	23	-	-	PUNCT
ajst-638	44	24	end	end	NOUN
ajst-638	44	25	approach	approach	NOUN
ajst-638	44	26	without	without	ADP
ajst-638	44	27	too	too	ADV
ajst-638	44	28	many	many	ADJ
ajst-638	44	29	complex	complex	ADJ
ajst-638	44	30	pipelines	pipeline	NOUN
ajst-638	44	31	[	[	X
ajst-638	44	32	10	10	NUM
ajst-638	44	33	]	]	PUNCT
ajst-638	44	34	.	.	PUNCT
ajst-638	45	1	end	end	NOUN
ajst-638	45	2	-	-	PUNCT
ajst-638	45	3	to	to	ADP
ajst-638	45	4	-	-	PUNCT
ajst-638	45	5	end	end	NOUN
ajst-638	45	6	means	mean	VERB
ajst-638	45	7	that	that	SCONJ
ajst-638	45	8	by	by	ADP
ajst-638	45	9	scaling	scale	VERB
ajst-638	45	10	down	down	ADP
ajst-638	45	11	manual	manual	ADJ
ajst-638	45	12	preprocessing	preprocessing	NOUN
ajst-638	45	13	and	and	CCONJ
ajst-638	45	14	subsequent	subsequent	ADJ
ajst-638	45	15	processing	processing	NOUN
ajst-638	45	16	,	,	PUNCT
ajst-638	45	17	the	the	DET
ajst-638	45	18	model	model	NOUN
ajst-638	45	19	is	be	AUX
ajst-638	45	20	taken	take	VERB
ajst-638	45	21	from	from	ADP
ajst-638	45	22	the	the	DET
ajst-638	45	23	original	original	ADJ
ajst-638	45	24	input	input	NOUN
ajst-638	45	25	to	to	ADP
ajst-638	45	26	the	the	DET
ajst-638	45	27	final	final	ADJ
ajst-638	45	28	output	output	NOUN
ajst-638	45	29	as	as	ADV
ajst-638	45	30	much	much	ADV
ajst-638	45	31	as	as	ADP
ajst-638	45	32	possible	possible	ADJ
ajst-638	45	33	,	,	PUNCT
ajst-638	45	34	giving	give	VERB
ajst-638	45	35	the	the	DET
ajst-638	45	36	model	model	NOUN
ajst-638	45	37	more	more	ADJ
ajst-638	45	38	room	room	NOUN
ajst-638	45	39	to	to	PART
ajst-638	45	40	automatically	automatically	ADV
ajst-638	45	41	adjust	adjust	VERB
ajst-638	45	42	to	to	ADP
ajst-638	45	43	the	the	DET
ajst-638	45	44	data	datum	NOUN
ajst-638	45	45	and	and	CCONJ
ajst-638	45	46	increasing	increase	VERB
ajst-638	45	47	the	the	DET
ajst-638	45	48	overall	overall	ADJ
ajst-638	45	49	fit	fit	NOUN
ajst-638	45	50	of	of	ADP
ajst-638	45	51	the	the	DET
ajst-638	45	52	model	model	NOUN
ajst-638	45	53	.	.	PUNCT
ajst-638	46	1	input	input	NOUN
ajst-638	46	2	formats	format	NOUN
ajst-638	46	3	in	in	ADP
ajst-638	46	4	this	this	DET
ajst-638	46	5	project	project	NOUN
ajst-638	46	6	can	can	AUX
ajst-638	46	7	be	be	AUX
ajst-638	46	8	handled	handle	VERB
ajst-638	46	9	in	in	ADP
ajst-638	46	10	two	two	NUM
ajst-638	46	11	ways	way	NOUN
ajst-638	46	12	,	,	PUNCT
ajst-638	46	13	namely	namely	ADV
ajst-638	46	14	"	"	PUNCT
ajst-638	46	15	prepend	prepend	NOUN
ajst-638	46	16	format	format	NOUN
ajst-638	46	17	"	"	PUNCT
ajst-638	46	18	and	and	CCONJ
ajst-638	46	19	"	"	PUNCT
ajst-638	46	20	highlight	highlight	PROPN
ajst-638	46	21	format	format	NOUN
ajst-638	46	22	"	"	PUNCT
ajst-638	46	23	(	(	PUNCT
ajst-638	46	24	figure	figure	NOUN
ajst-638	46	25	2	2	NUM
ajst-638	46	26	)	)	PUNCT
ajst-638	46	27	.	.	PUNCT
ajst-638	47	1	the	the	DET
ajst-638	47	2	default	default	NOUN
ajst-638	47	3	model	model	NOUN
ajst-638	47	4	is	be	AUX
ajst-638	47	5	"	"	PUNCT
ajst-638	47	6	valhalla	valhalla	PROPN
ajst-638	47	7	/	/	SYM
ajst-638	47	8	t5	t5	PROPN
ajst-638	47	9	-	-	PUNCT
ajst-638	47	10	small	small	ADJ
ajst-638	47	11	-	-	PUNCT
ajst-638	47	12	qg	qg	PROPN
ajst-638	47	13	-	-	PUNCT
ajst-638	47	14	hl	hl	NOUN
ajst-638	47	15	"	"	PUNCT
ajst-638	47	16	,	,	PUNCT
ajst-638	47	17	but	but	CCONJ
ajst-638	47	18	it	it	PRON
ajst-638	47	19	can	can	AUX
ajst-638	47	20	be	be	AUX
ajst-638	47	21	modified	modify	VERB
ajst-638	47	22	by	by	ADP
ajst-638	47	23	passing	pass	VERB
ajst-638	47	24	model	model	NOUN
ajst-638	47	25	parameters	parameter	NOUN
ajst-638	47	26	.	.	PUNCT
ajst-638	48	1	the	the	DET
ajst-638	48	2	model	model	NOUN
ajst-638	48	3	score	score	NOUN
ajst-638	48	4	is	be	AUX
ajst-638	48	5	detailed	detail	VERB
ajst-638	48	6	here	here	ADV
ajst-638	48	7	.	.	PUNCT
ajst-638	49	1	(	(	PUNCT
ajst-638	49	2	table	table	NOUN
ajst-638	49	3	1	1	NUM
ajst-638	49	4	)	)	PUNCT
ajst-638	49	5	.	.	PUNCT
ajst-638	50	1	figure	figure	NOUN
ajst-638	50	2	2	2	NUM
ajst-638	50	3	.	.	PUNCT
ajst-638	51	1	different	different	ADJ
ajst-638	51	2	formats	format	NOUN
ajst-638	51	3	44	44	NUM
ajst-638	51	4	table	table	NOUN
ajst-638	51	5	1	1	NUM
ajst-638	51	6	.	.	PUNCT
ajst-638	51	7	models	model	NOUN
ajst-638	51	8	'	'	PART
ajst-638	51	9	scores	score	NOUN
ajst-638	51	10	name	name	VERB
ajst-638	51	11	bleu-4	bleu-4	PRON
ajst-638	51	12	meteor	meteor	NOUN
ajst-638	51	13	rouge	rouge	NOUN
ajst-638	51	14	-	-	PUNCT
ajst-638	51	15	l	l	NOUN
ajst-638	51	16	qg	qg	PROPN
ajst-638	51	17	-	-	PUNCT
ajst-638	51	18	format	format	NOUN
ajst-638	51	19	t5	t5	PROPN
ajst-638	51	20	-	-	PUNCT
ajst-638	51	21	base	base	NOUN
ajst-638	51	22	-	-	PUNCT
ajst-638	51	23	qg	qg	PROPN
ajst-638	51	24	-	-	PUNCT
ajst-638	51	25	hl	hl	PROPN
ajst-638	51	26	21.3226	21.3226	NUM
ajst-638	51	27	27.0854	27.0854	NUM
ajst-638	51	28	43.5962	43.5962	NUM
ajst-638	51	29	highlight	highlight	VERB
ajst-638	51	30	t5	t5	PROPN
ajst-638	51	31	-	-	PUNCT
ajst-638	51	32	small	small	ADJ
ajst-638	51	33	-	-	PUNCT
ajst-638	51	34	qg	qg	PROPN
ajst-638	51	35	-	-	PUNCT
ajst-638	51	36	hl	hl	PROPN
ajst-638	51	37	18.5921	18.5921	NUM
ajst-638	51	38	24.9915	24.9915	NUM
ajst-638	51	39	40.1886	40.1886	NUM
ajst-638	51	40	highlight	highlight	VERB
ajst-638	51	41	t5	t5	PROPN
ajst-638	51	42	-	-	PUNCT
ajst-638	51	43	small	small	ADJ
ajst-638	51	44	-	-	PUNCT
ajst-638	51	45	qg	qg	NOUN
ajst-638	51	46	-	-	PUNCT
ajst-638	51	47	prepend	prepend	NOUN
ajst-638	51	48	18.2791	18.2791	NUM
ajst-638	51	49	24.6722	24.6722	NUM
ajst-638	51	50	39.958	39.958	NUM
ajst-638	51	51	prepend	prepend	NOUN
ajst-638	51	52	2.3	2.3	NUM
ajst-638	51	53	.	.	PUNCT
ajst-638	52	1	experimental	experimental	ADJ
ajst-638	52	2	improvement	improvement	NOUN
ajst-638	52	3	process	process	NOUN
ajst-638	52	4	to	to	PART
ajst-638	52	5	address	address	VERB
ajst-638	52	6	the	the	DET
ajst-638	52	7	first	first	ADJ
ajst-638	52	8	issue	issue	NOUN
ajst-638	52	9	i	i	PRON
ajst-638	52	10	raised	raise	VERB
ajst-638	52	11	in	in	ADP
ajst-638	52	12	the	the	DET
ajst-638	52	13	previous	previous	ADJ
ajst-638	52	14	section	section	NOUN
ajst-638	52	15	.	.	PUNCT
ajst-638	53	1	this	this	DET
ajst-638	53	2	work	work	NOUN
ajst-638	53	3	did	do	VERB
ajst-638	53	4	the	the	DET
ajst-638	53	5	following	following	NOUN
ajst-638	53	6	:	:	PUNCT
ajst-638	53	7	firstly	firstly	ADV
ajst-638	53	8	,	,	PUNCT
ajst-638	53	9	i	i	PRON
ajst-638	53	10	dissected	dissect	VERB
ajst-638	53	11	the	the	DET
ajst-638	53	12	source	source	NOUN
ajst-638	53	13	code	code	NOUN
ajst-638	53	14	of	of	ADP
ajst-638	53	15	the	the	DET
ajst-638	53	16	project	project	NOUN
ajst-638	53	17	and	and	CCONJ
ajst-638	53	18	optimized	optimize	VERB
ajst-638	53	19	the	the	DET
ajst-638	53	20	io	io	X
ajst-638	53	21	part	part	NOUN
ajst-638	53	22	of	of	ADP
ajst-638	53	23	the	the	DET
ajst-638	53	24	project	project	NOUN
ajst-638	53	25	;	;	PUNCT
ajst-638	53	26	next	next	ADV
ajst-638	53	27	,	,	PUNCT
ajst-638	53	28	this	this	DET
ajst-638	53	29	work	work	NOUN
ajst-638	53	30	added	add	VERB
ajst-638	53	31	a	a	DET
ajst-638	53	32	front	front	ADJ
ajst-638	53	33	module	module	NOUN
ajst-638	53	34	and	and	CCONJ
ajst-638	53	35	a	a	DET
ajst-638	53	36	post	post	NOUN
ajst-638	53	37	-	-	NOUN
ajst-638	53	38	module	module	NOUN
ajst-638	53	39	to	to	ADP
ajst-638	53	40	the	the	DET
ajst-638	53	41	project	project	NOUN
ajst-638	53	42	,	,	PUNCT
ajst-638	53	43	and	and	CCONJ
ajst-638	53	44	finally	finally	ADV
ajst-638	53	45	,	,	PUNCT
ajst-638	53	46	this	this	DET
ajst-638	53	47	work	work	NOUN
ajst-638	53	48	bridged	bridge	VERB
ajst-638	53	49	the	the	DET
ajst-638	53	50	new	new	ADJ
ajst-638	53	51	module	module	NOUN
ajst-638	53	52	with	with	ADP
ajst-638	53	53	the	the	DET
ajst-638	53	54	original	original	ADJ
ajst-638	53	55	module	module	NOUN
ajst-638	53	56	.	.	PUNCT
ajst-638	54	1	for	for	ADP
ajst-638	54	2	the	the	DET
ajst-638	54	3	io	io	PROPN
ajst-638	54	4	part	part	NOUN
ajst-638	54	5	of	of	ADP
ajst-638	54	6	the	the	DET
ajst-638	54	7	project	project	NOUN
ajst-638	54	8	,	,	PUNCT
ajst-638	54	9	since	since	SCONJ
ajst-638	54	10	the	the	DET
ajst-638	54	11	original	original	ADJ
ajst-638	54	12	model	model	NOUN
ajst-638	54	13	task	task	NOUN
ajst-638	54	14	was	be	AUX
ajst-638	54	15	to	to	PART
ajst-638	54	16	generate	generate	VERB
ajst-638	54	17	questions	question	NOUN
ajst-638	54	18	for	for	ADP
ajst-638	54	19	a	a	DET
ajst-638	54	20	small	small	ADJ
ajst-638	54	21	segment	segment	NOUN
ajst-638	54	22	of	of	ADP
ajst-638	54	23	known	know	VERB
ajst-638	54	24	length	length	NOUN
ajst-638	54	25	,	,	PUNCT
ajst-638	54	26	the	the	DET
ajst-638	54	27	text	text	NOUN
ajst-638	54	28	size	size	NOUN
ajst-638	54	29	was	be	AUX
ajst-638	54	30	not	not	PART
ajst-638	54	31	considered	consider	VERB
ajst-638	54	32	.	.	PUNCT
ajst-638	55	1	this	this	DET
ajst-638	55	2	work	work	NOUN
ajst-638	55	3	modifies	modify	VERB
ajst-638	55	4	the	the	DET
ajst-638	55	5	text	text	NOUN
ajst-638	55	6	reading	reading	NOUN
ajst-638	55	7	method	method	NOUN
ajst-638	55	8	from	from	ADP
ajst-638	55	9	string	string	NOUN
ajst-638	55	10	reading	read	VERB
ajst-638	55	11	to	to	PART
ajst-638	55	12	file	file	VERB
ajst-638	55	13	reading	reading	NOUN
ajst-638	55	14	line	line	NOUN
ajst-638	55	15	by	by	ADP
ajst-638	55	16	line	line	NOUN
ajst-638	55	17	.	.	PUNCT
ajst-638	56	1	additionally	additionally	ADV
ajst-638	56	2	,	,	PUNCT
ajst-638	56	3	increasing	increase	VERB
ajst-638	56	4	the	the	DET
ajst-638	56	5	number	number	NOUN
ajst-638	56	6	of	of	ADP
ajst-638	56	7	extracts	extract	NOUN
ajst-638	56	8	for	for	ADP
ajst-638	56	9	entity	entity	NOUN
ajst-638	56	10	recognition	recognition	NOUN
ajst-638	56	11	,	,	PUNCT
ajst-638	56	12	seeking	seek	VERB
ajst-638	56	13	a	a	DET
ajst-638	56	14	more	more	ADV
ajst-638	56	15	significant	significant	ADJ
ajst-638	56	16	individual	individual	ADJ
ajst-638	56	17	text	text	NOUN
ajst-638	56	18	length	length	NOUN
ajst-638	56	19	within	within	ADP
ajst-638	56	20	a	a	DET
ajst-638	56	21	reasonable	reasonable	ADJ
ajst-638	56	22	performance	performance	NOUN
ajst-638	56	23	requirement	requirement	NOUN
ajst-638	56	24	,	,	PUNCT
ajst-638	56	25	and	and	CCONJ
ajst-638	56	26	reducing	reduce	VERB
ajst-638	56	27	the	the	DET
ajst-638	56	28	impact	impact	NOUN
ajst-638	56	29	of	of	ADP
ajst-638	56	30	accuracy	accuracy	NOUN
ajst-638	56	31	caused	cause	VERB
ajst-638	56	32	by	by	ADP
ajst-638	56	33	sliced	sliced	ADJ
ajst-638	56	34	text	text	NOUN
ajst-638	56	35	.	.	PUNCT
ajst-638	57	1	the	the	DET
ajst-638	57	2	front	front	ADJ
ajst-638	57	3	module	module	NOUN
ajst-638	57	4	implements	implement	VERB
ajst-638	57	5	automatic	automatic	ADJ
ajst-638	57	6	source	source	NOUN
ajst-638	57	7	text	text	NOUN
ajst-638	57	8	slicing	slicing	NOUN
ajst-638	57	9	and	and	CCONJ
ajst-638	57	10	naming	name	VERB
ajst-638	57	11	standardization	standardization	NOUN
ajst-638	57	12	and	and	CCONJ
ajst-638	57	13	iterates	iterate	VERB
ajst-638	57	14	through	through	ADP
ajst-638	57	15	all	all	DET
ajst-638	57	16	files	file	NOUN
ajst-638	57	17	with	with	ADP
ajst-638	57	18	custom	custom	NOUN
ajst-638	57	19	standardized	standardize	VERB
ajst-638	57	20	naming	naming	NOUN
ajst-638	57	21	and	and	CCONJ
ajst-638	57	22	docks	dock	NOUN
ajst-638	57	23	to	to	PART
ajst-638	57	24	use	use	VERB
ajst-638	57	25	the	the	DET
ajst-638	57	26	pipeline	pipeline	NOUN
ajst-638	57	27	processing	processing	NOUN
ajst-638	57	28	of	of	ADP
ajst-638	57	29	the	the	DET
ajst-638	57	30	original	original	ADJ
ajst-638	57	31	module	module	NOUN
ajst-638	57	32	.	.	PUNCT
ajst-638	58	1	in	in	ADP
ajst-638	58	2	addition	addition	NOUN
ajst-638	58	3	,	,	PUNCT
ajst-638	58	4	the	the	DET
ajst-638	58	5	pre	pre	NOUN
ajst-638	58	6	-	-	NOUN
ajst-638	58	7	module	module	NOUN
ajst-638	58	8	also	also	ADV
ajst-638	58	9	includes	include	VERB
ajst-638	58	10	a	a	DET
ajst-638	58	11	data	data	NOUN
ajst-638	58	12	cleaning	clean	VERB
ajst-638	58	13	function	function	NOUN
ajst-638	58	14	to	to	PART
ajst-638	58	15	remove	remove	VERB
ajst-638	58	16	special	special	ADJ
ajst-638	58	17	symbols	symbol	NOUN
ajst-638	58	18	,	,	PUNCT
ajst-638	58	19	unique	unique	ADJ
ajst-638	58	20	characters	character	NOUN
ajst-638	58	21	,	,	PUNCT
ajst-638	58	22	and	and	CCONJ
ajst-638	58	23	meaningless	meaningless	ADJ
ajst-638	58	24	blank	blank	ADJ
ajst-638	58	25	lines	line	NOUN
ajst-638	58	26	,	,	PUNCT
ajst-638	58	27	which	which	PRON
ajst-638	58	28	ensures	ensure	VERB
ajst-638	58	29	the	the	DET
ajst-638	58	30	reliability	reliability	NOUN
ajst-638	58	31	of	of	ADP
ajst-638	58	32	the	the	DET
ajst-638	58	33	input	input	NOUN
ajst-638	58	34	data	datum	NOUN
ajst-638	58	35	and	and	CCONJ
ajst-638	58	36	improves	improve	VERB
ajst-638	58	37	the	the	DET
ajst-638	58	38	fault	fault	NOUN
ajst-638	58	39	tolerance	tolerance	NOUN
ajst-638	58	40	and	and	CCONJ
ajst-638	58	41	stability	stability	NOUN
ajst-638	58	42	of	of	ADP
ajst-638	58	43	the	the	DET
ajst-638	58	44	system	system	NOUN
ajst-638	58	45	.	.	PUNCT
ajst-638	59	1	the	the	DET
ajst-638	59	2	postmodule	postmodule	NOUN
ajst-638	59	3	implements	implement	VERB
ajst-638	59	4	the	the	DET
ajst-638	59	5	automatic	automatic	ADJ
ajst-638	59	6	storage	storage	NOUN
ajst-638	59	7	of	of	ADP
ajst-638	59	8	the	the	DET
ajst-638	59	9	generated	generate	VERB
ajst-638	59	10	data	datum	NOUN
ajst-638	59	11	as	as	ADP
ajst-638	59	12	‘	'	PUNCT
ajst-638	59	13	.tsv	.tsv	NOUN
ajst-638	59	14	'	'	PUNCT
ajst-638	59	15	file	file	NOUN
ajst-638	59	16	format	format	NOUN
ajst-638	59	17	files	file	NOUN
ajst-638	59	18	.	.	PUNCT
ajst-638	60	1	the	the	DET
ajst-638	60	2	input	input	NOUN
ajst-638	60	3	and	and	CCONJ
ajst-638	60	4	output	output	NOUN
ajst-638	60	5	files	file	NOUN
ajst-638	60	6	correspond	correspond	VERB
ajst-638	60	7	,	,	PUNCT
ajst-638	60	8	maintaining	maintain	VERB
ajst-638	60	9	the	the	DET
ajst-638	60	10	end	end	NOUN
ajst-638	60	11	-	-	PUNCT
ajst-638	60	12	to	to	ADP
ajst-638	60	13	-	-	PUNCT
ajst-638	60	14	end	end	NOUN
ajst-638	60	15	feature	feature	NOUN
ajst-638	60	16	.	.	PUNCT
ajst-638	61	1	(	(	PUNCT
ajst-638	61	2	figure	figure	NOUN
ajst-638	61	3	3	3	NUM
ajst-638	61	4	)	)	PUNCT
ajst-638	61	5	figure	figure	NOUN
ajst-638	61	6	3	3	NUM
ajst-638	61	7	.	.	PUNCT
ajst-638	61	8	project	project	NOUN
ajst-638	61	9	flow	flow	NOUN
ajst-638	61	10	chart	chart	NOUN
ajst-638	61	11	(	(	PUNCT
ajst-638	61	12	maintain	maintain	VERB
ajst-638	61	13	end	end	NOUN
ajst-638	61	14	-	-	PUNCT
ajst-638	61	15	to	to	ADP
ajst-638	61	16	-	-	PUNCT
ajst-638	61	17	end	end	NOUN
ajst-638	61	18	features	feature	NOUN
ajst-638	61	19	)	)	PUNCT
ajst-638	61	20	the	the	DET
ajst-638	61	21	second	second	ADJ
ajst-638	61	22	issue	issue	NOUN
ajst-638	61	23	is	be	AUX
ajst-638	61	24	explained	explain	VERB
ajst-638	61	25	as	as	SCONJ
ajst-638	61	26	follows	follow	VERB
ajst-638	61	27	:	:	PUNCT
ajst-638	61	28	first	first	ADV
ajst-638	61	29	,	,	PUNCT
ajst-638	61	30	this	this	DET
ajst-638	61	31	work	work	NOUN
ajst-638	61	32	integrated	integrate	VERB
ajst-638	61	33	the	the	DET
ajst-638	61	34	operation	operation	NOUN
ajst-638	61	35	of	of	ADP
ajst-638	61	36	automatic	automatic	ADJ
ajst-638	61	37	file	file	NOUN
ajst-638	61	38	splitting	splitting	NOUN
ajst-638	61	39	into	into	ADP
ajst-638	61	40	the	the	DET
ajst-638	61	41	project	project	NOUN
ajst-638	61	42	so	so	SCONJ
ajst-638	61	43	that	that	SCONJ
ajst-638	61	44	the	the	DET
ajst-638	61	45	user	user	NOUN
ajst-638	61	46	only	only	ADV
ajst-638	61	47	needs	need	VERB
ajst-638	61	48	to	to	PART
ajst-638	61	49	input	input	VERB
ajst-638	61	50	a	a	DET
ajst-638	61	51	single	single	ADJ
ajst-638	61	52	file	file	NOUN
ajst-638	61	53	,	,	PUNCT
ajst-638	61	54	which	which	PRON
ajst-638	61	55	lowers	lower	VERB
ajst-638	61	56	the	the	DET
ajst-638	61	57	operation	operation	NOUN
ajst-638	61	58	threshold	threshold	NOUN
ajst-638	61	59	.	.	PUNCT
ajst-638	62	1	users	user	NOUN
ajst-638	62	2	do	do	AUX
ajst-638	62	3	not	not	PART
ajst-638	62	4	need	need	VERB
ajst-638	62	5	to	to	PART
ajst-638	62	6	worry	worry	VERB
ajst-638	62	7	about	about	ADP
ajst-638	62	8	data	datum	NOUN
ajst-638	62	9	file	file	NOUN
ajst-638	62	10	compliance	compliance	NOUN
ajst-638	62	11	because	because	SCONJ
ajst-638	62	12	the	the	DET
ajst-638	62	13	input	input	NOUN
ajst-638	62	14	files	file	NOUN
ajst-638	62	15	are	be	AUX
ajst-638	62	16	automatically	automatically	ADV
ajst-638	62	17	cleaned	clean	VERB
ajst-638	62	18	and	and	CCONJ
ajst-638	62	19	split	split	VERB
ajst-638	62	20	in	in	ADP
ajst-638	62	21	the	the	DET
ajst-638	62	22	front	front	ADJ
ajst-638	62	23	module	module	NOUN
ajst-638	62	24	.	.	PUNCT
ajst-638	63	1	secondly	secondly	ADV
ajst-638	63	2	,	,	PUNCT
ajst-638	63	3	proper	proper	ADJ
ajst-638	63	4	file	file	NOUN
ajst-638	63	5	naming	naming	NOUN
ajst-638	63	6	is	be	AUX
ajst-638	63	7	an	an	DET
ajst-638	63	8	essential	essential	ADJ
ajst-638	63	9	means	mean	NOUN
ajst-638	63	10	of	of	ADP
ajst-638	63	11	preserving	preserve	VERB
ajst-638	63	12	the	the	DET
ajst-638	63	13	information	information	NOUN
ajst-638	63	14	.	.	PUNCT
ajst-638	64	1	the	the	DET
ajst-638	64	2	user	user	NOUN
ajst-638	64	3	will	will	AUX
ajst-638	64	4	get	get	VERB
ajst-638	64	5	the	the	DET
ajst-638	64	6	output	output	NOUN
ajst-638	64	7	file	file	NOUN
ajst-638	64	8	in	in	ADP
ajst-638	64	9	tsv	tsv	NOUN
ajst-638	64	10	format	format	NOUN
ajst-638	64	11	corresponding	correspond	VERB
ajst-638	64	12	to	to	ADP
ajst-638	64	13	its	its	PRON
ajst-638	64	14	input	input	NOUN
ajst-638	64	15	file	file	NOUN
ajst-638	64	16	,	,	PUNCT
ajst-638	64	17	containing	contain	VERB
ajst-638	64	18	all	all	DET
ajst-638	64	19	the	the	DET
ajst-638	64	20	question	question	NOUN
ajst-638	64	21	and	and	CCONJ
ajst-638	64	22	answer	answer	NOUN
ajst-638	64	23	pairs	pair	NOUN
ajst-638	64	24	extracted	extract	VERB
ajst-638	64	25	from	from	ADP
ajst-638	64	26	the	the	DET
ajst-638	64	27	input	input	NOUN
ajst-638	64	28	file	file	NOUN
ajst-638	64	29	.	.	PUNCT
ajst-638	65	1	finally	finally	ADV
ajst-638	65	2	,	,	PUNCT
ajst-638	65	3	this	this	DET
ajst-638	65	4	work	work	NOUN
ajst-638	65	5	has	have	AUX
ajst-638	65	6	also	also	ADV
ajst-638	65	7	provided	provide	VERB
ajst-638	65	8	a	a	DET
ajst-638	65	9	user	user	NOUN
ajst-638	65	10	interface	interface	NOUN
ajst-638	65	11	for	for	ADP
ajst-638	65	12	the	the	DET
ajst-638	65	13	project	project	NOUN
ajst-638	65	14	to	to	PART
ajst-638	65	15	facilitate	facilitate	VERB
ajst-638	65	16	the	the	DET
ajst-638	65	17	user	user	NOUN
ajst-638	65	18	's	's	PART
ajst-638	65	19	use	use	NOUN
ajst-638	65	20	,	,	PUNCT
ajst-638	65	21	which	which	PRON
ajst-638	65	22	will	will	AUX
ajst-638	65	23	be	be	AUX
ajst-638	65	24	described	describe	VERB
ajst-638	65	25	in	in	ADP
ajst-638	65	26	detail	detail	NOUN
ajst-638	65	27	in	in	ADP
ajst-638	65	28	the	the	DET
ajst-638	65	29	next	next	ADJ
ajst-638	65	30	section	section	NOUN
ajst-638	65	31	.	.	PUNCT
ajst-638	66	1	3	3	X
ajst-638	66	2	.	.	X
ajst-638	66	3	result	result	NOUN
ajst-638	66	4	&	&	CCONJ
ajst-638	66	5	discussion	discussion	NOUN
ajst-638	66	6	:	:	PUNCT
ajst-638	66	7	3.1	3.1	NUM
ajst-638	66	8	.	.	NOUN
ajst-638	66	9	website	website	NOUN
ajst-638	66	10	function	function	NOUN
ajst-638	66	11	introduction	introduction	NOUN
ajst-638	66	12	as	as	SCONJ
ajst-638	66	13	mentioned	mention	VERB
ajst-638	66	14	many	many	ADJ
ajst-638	66	15	times	time	NOUN
ajst-638	66	16	before	before	ADV
ajst-638	66	17	,	,	PUNCT
ajst-638	66	18	this	this	DET
ajst-638	66	19	work	work	NOUN
ajst-638	66	20	aims	aim	VERB
ajst-638	66	21	to	to	PART
ajst-638	66	22	make	make	VERB
ajst-638	66	23	the	the	DET
ajst-638	66	24	model	model	NOUN
ajst-638	66	25	applicable	applicable	ADJ
ajst-638	66	26	to	to	ADP
ajst-638	66	27	the	the	DET
ajst-638	66	28	production	production	NOUN
ajst-638	66	29	environment	environment	NOUN
ajst-638	66	30	and	and	CCONJ
ajst-638	66	31	obtain	obtain	VERB
ajst-638	66	32	comprehensive	comprehensive	ADJ
ajst-638	66	33	and	and	CCONJ
ajst-638	66	34	complete	complete	ADJ
ajst-638	66	35	output	output	NOUN
ajst-638	66	36	under	under	ADP
ajst-638	66	37	appropriate	appropriate	ADJ
ajst-638	66	38	performance	performance	NOUN
ajst-638	66	39	requirements	requirement	NOUN
ajst-638	66	40	and	and	CCONJ
ajst-638	66	41	time	time	NOUN
ajst-638	66	42	consumption	consumption	NOUN
ajst-638	66	43	.	.	PUNCT
ajst-638	67	1	therefore	therefore	ADV
ajst-638	67	2	,	,	PUNCT
ajst-638	67	3	this	this	DET
ajst-638	67	4	work	work	NOUN
ajst-638	67	5	optimized	optimize	VERB
ajst-638	67	6	and	and	CCONJ
ajst-638	67	7	adjusted	adjust	VERB
ajst-638	67	8	the	the	DET
ajst-638	67	9	project	project	NOUN
ajst-638	67	10	's	's	PART
ajst-638	67	11	input	input	NOUN
ajst-638	67	12	,	,	PUNCT
ajst-638	67	13	processing	processing	NOUN
ajst-638	67	14	,	,	PUNCT
ajst-638	67	15	and	and	CCONJ
ajst-638	67	16	output	output	NOUN
ajst-638	67	17	—	—	PUNCT
ajst-638	67	18	moreover	moreover	ADV
ajst-638	67	19	,	,	PUNCT
ajst-638	67	20	this	this	DET
ajst-638	67	21	work	work	NOUN
ajst-638	67	22	designed	design	VERB
ajst-638	67	23	and	and	CCONJ
ajst-638	67	24	implemented	implement	VERB
ajst-638	67	25	a	a	DET
ajst-638	67	26	web	web	NOUN
ajst-638	67	27	page	page	NOUN
ajst-638	67	28	based	base	VERB
ajst-638	67	29	on	on	ADP
ajst-638	67	30	python	python	NOUN
ajst-638	67	31	and	and	CCONJ
ajst-638	67	32	django	django	NOUN
ajst-638	67	33	frameworks	framework	NOUN
ajst-638	67	34	.	.	PUNCT
ajst-638	68	1	the	the	DET
ajst-638	68	2	website	website	NOUN
ajst-638	68	3	only	only	ADV
ajst-638	68	4	requires	require	VERB
ajst-638	68	5	the	the	DET
ajst-638	68	6	user	user	NOUN
ajst-638	68	7	to	to	PART
ajst-638	68	8	upload	upload	VERB
ajst-638	68	9	a	a	DET
ajst-638	68	10	txt	txt	NOUN
ajst-638	68	11	file	file	NOUN
ajst-638	68	12	,	,	PUNCT
ajst-638	68	13	and	and	CCONJ
ajst-638	68	14	after	after	ADP
ajst-638	68	15	a	a	DET
ajst-638	68	16	while	while	NOUN
ajst-638	68	17	,	,	PUNCT
ajst-638	68	18	a	a	DET
ajst-638	68	19	partial	partial	ADJ
ajst-638	68	20	preview	preview	NOUN
ajst-638	68	21	is	be	AUX
ajst-638	68	22	displayed	display	VERB
ajst-638	68	23	on	on	ADP
ajst-638	68	24	the	the	DET
ajst-638	68	25	web	web	NOUN
ajst-638	68	26	page	page	NOUN
ajst-638	68	27	,	,	PUNCT
ajst-638	68	28	while	while	SCONJ
ajst-638	68	29	the	the	DET
ajst-638	68	30	user	user	NOUN
ajst-638	68	31	can	can	AUX
ajst-638	68	32	also	also	ADV
ajst-638	68	33	download	download	VERB
ajst-638	68	34	and	and	CCONJ
ajst-638	68	35	get	get	VERB
ajst-638	68	36	the	the	DET
ajst-638	68	37	full	full	ADJ
ajst-638	68	38	version	version	NOUN
ajst-638	68	39	of	of	ADP
ajst-638	68	40	the	the	DET
ajst-638	68	41	generated	generate	VERB
ajst-638	68	42	q&a	q&a	PROPN
ajst-638	68	43	pairs	pair	NOUN
ajst-638	68	44	text	text	NOUN
ajst-638	68	45	file	file	NOUN
ajst-638	68	46	in	in	ADP
ajst-638	68	47	tsv	tsv	NOUN
ajst-638	68	48	format	format	NOUN
ajst-638	68	49	.	.	PUNCT
ajst-638	69	1	at	at	ADP
ajst-638	69	2	the	the	DET
ajst-638	69	3	same	same	ADJ
ajst-638	69	4	time	time	NOUN
ajst-638	69	5	,	,	PUNCT
ajst-638	69	6	the	the	DET
ajst-638	69	7	site	site	NOUN
ajst-638	69	8	can	can	AUX
ajst-638	69	9	also	also	ADV
ajst-638	69	10	read	read	VERB
ajst-638	69	11	the	the	DET
ajst-638	69	12	tsv	tsv	NOUN
ajst-638	69	13	file	file	NOUN
ajst-638	69	14	directly	directly	ADV
ajst-638	69	15	and	and	CCONJ
ajst-638	69	16	preview	preview	VERB
ajst-638	69	17	it	it	PRON
ajst-638	69	18	partially	partially	ADV
ajst-638	69	19	in	in	ADP
ajst-638	69	20	real	real	ADJ
ajst-638	69	21	-	-	PUNCT
ajst-638	69	22	time	time	NOUN
ajst-638	69	23	,	,	PUNCT
ajst-638	69	24	which	which	PRON
ajst-638	69	25	vastly	vastly	ADV
ajst-638	69	26	reduces	reduce	VERB
ajst-638	69	27	the	the	DET
ajst-638	69	28	user	user	NOUN
ajst-638	69	29	's	's	PART
ajst-638	69	30	threshold	threshold	NOUN
ajst-638	69	31	and	and	CCONJ
ajst-638	69	32	difficulty	difficulty	NOUN
ajst-638	69	33	of	of	ADP
ajst-638	69	34	use	use	NOUN
ajst-638	69	35	and	and	CCONJ
ajst-638	69	36	can	can	AUX
ajst-638	69	37	be	be	AUX
ajst-638	69	38	deployed	deploy	VERB
ajst-638	69	39	once	once	ADV
ajst-638	69	40	and	and	CCONJ
ajst-638	69	41	used	use	VERB
ajst-638	69	42	many	many	ADJ
ajst-638	69	43	times	time	NOUN
ajst-638	69	44	.	.	PUNCT
ajst-638	70	1	however	however	ADV
ajst-638	70	2	,	,	PUNCT
ajst-638	70	3	due	due	ADP
ajst-638	70	4	to	to	ADP
ajst-638	70	5	the	the	DET
ajst-638	70	6	cost	cost	NOUN
ajst-638	70	7	of	of	ADP
ajst-638	70	8	computing	computing	NOUN
ajst-638	70	9	platforms	platform	NOUN
ajst-638	70	10	and	and	CCONJ
ajst-638	70	11	performance	performance	NOUN
ajst-638	70	12	issues	issue	NOUN
ajst-638	70	13	,	,	PUNCT
ajst-638	70	14	there	there	PRON
ajst-638	70	15	is	be	VERB
ajst-638	70	16	no	no	DET
ajst-638	70	17	cloud	cloud	ADJ
ajst-638	70	18	platform	platform	NOUN
ajst-638	70	19	service	service	NOUN
ajst-638	70	20	.	.	PUNCT
ajst-638	71	1	however	however	ADV
ajst-638	71	2	,	,	PUNCT
ajst-638	71	3	all	all	DET
ajst-638	71	4	the	the	DET
ajst-638	71	5	code	code	NOUN
ajst-638	71	6	can	can	AUX
ajst-638	71	7	be	be	AUX
ajst-638	71	8	obtained	obtain	VERB
ajst-638	71	9	on	on	ADP
ajst-638	71	10	github	github	NOUN
ajst-638	71	11	and	and	CCONJ
ajst-638	71	12	deployed	deploy	VERB
ajst-638	71	13	.	.	PUNCT
ajst-638	72	1	3.2	3.2	NUM
ajst-638	72	2	.	.	PUNCT
ajst-638	72	3	evaluation	evaluation	NOUN
ajst-638	72	4	this	this	DET
ajst-638	72	5	research	research	NOUN
ajst-638	72	6	provides	provide	VERB
ajst-638	72	7	a	a	DET
ajst-638	72	8	practical	practical	ADJ
ajst-638	72	9	application	application	NOUN
ajst-638	72	10	of	of	ADP
ajst-638	72	11	question	question	NOUN
ajst-638	72	12	generation	generation	NOUN
ajst-638	72	13	tasks	task	NOUN
ajst-638	72	14	in	in	ADP
ajst-638	72	15	nlp	nlp	NOUN
ajst-638	72	16	,	,	PUNCT
ajst-638	72	17	providing	provide	VERB
ajst-638	72	18	a	a	DET
ajst-638	72	19	viable	viable	ADJ
ajst-638	72	20	idea	idea	NOUN
ajst-638	72	21	for	for	ADP
ajst-638	72	22	the	the	DET
ajst-638	72	23	construction	construction	NOUN
ajst-638	72	24	and	and	CCONJ
ajst-638	72	25	supplementation	supplementation	NOUN
ajst-638	72	26	of	of	ADP
ajst-638	72	27	an	an	DET
ajst-638	72	28	faq	faq	NOUN
ajst-638	72	29	library	library	NOUN
ajst-638	72	30	.	.	PUNCT
ajst-638	73	1	it	it	PRON
ajst-638	73	2	is	be	AUX
ajst-638	73	3	research	research	NOUN
ajst-638	73	4	with	with	ADP
ajst-638	73	5	practical	practical	ADJ
ajst-638	73	6	significance	significance	NOUN
ajst-638	73	7	.	.	PUNCT
ajst-638	74	1	the	the	DET
ajst-638	74	2	core	core	ADJ
ajst-638	74	3	idea	idea	NOUN
ajst-638	74	4	of	of	ADP
ajst-638	74	5	this	this	DET
ajst-638	74	6	research	research	NOUN
ajst-638	74	7	is	be	AUX
ajst-638	74	8	to	to	PART
ajst-638	74	9	design	design	VERB
ajst-638	74	10	and	and	CCONJ
ajst-638	74	11	implement	implement	VERB
ajst-638	74	12	a	a	DET
ajst-638	74	13	usable	usable	ADJ
ajst-638	74	14	system	system	NOUN
ajst-638	74	15	that	that	PRON
ajst-638	74	16	is	be	AUX
ajst-638	74	17	also	also	ADV
ajst-638	74	18	cutting	cut	VERB
ajst-638	74	19	-	-	PUNCT
ajst-638	74	20	edge	edge	NOUN
ajst-638	74	21	in	in	ADP
ajst-638	74	22	its	its	PRON
ajst-638	74	23	choice	choice	NOUN
ajst-638	74	24	of	of	ADP
ajst-638	74	25	technology	technology	NOUN
ajst-638	74	26	to	to	PART
ajst-638	74	27	ensure	ensure	VERB
ajst-638	74	28	that	that	SCONJ
ajst-638	74	29	the	the	DET
ajst-638	74	30	results	result	NOUN
ajst-638	74	31	are	be	AUX
ajst-638	74	32	cutting	cut	VERB
ajst-638	74	33	-	-	PUNCT
ajst-638	74	34	edge	edge	NOUN
ajst-638	74	35	for	for	ADP
ajst-638	74	36	the	the	DET
ajst-638	74	37	current	current	ADJ
ajst-638	74	38	period	period	NOUN
ajst-638	74	39	.	.	PUNCT
ajst-638	75	1	3.3	3.3	NUM
ajst-638	75	2	.	.	PUNCT
ajst-638	76	1	limitations	limitation	NOUN
ajst-638	76	2	description	description	NOUN
ajst-638	76	3	and	and	CCONJ
ajst-638	76	4	solution	solution	NOUN
ajst-638	76	5	outlook	outlook	NOUN
ajst-638	76	6	this	this	DET
ajst-638	76	7	study	study	NOUN
ajst-638	76	8	also	also	ADV
ajst-638	76	9	has	have	VERB
ajst-638	76	10	limitations	limitation	NOUN
ajst-638	76	11	:	:	PUNCT
ajst-638	76	12	firstly	firstly	ADV
ajst-638	76	13	,	,	PUNCT
ajst-638	76	14	the	the	DET
ajst-638	76	15	model	model	NOUN
ajst-638	76	16	selection	selection	NOUN
ajst-638	76	17	is	be	AUX
ajst-638	76	18	not	not	PART
ajst-638	76	19	flexible	flexible	ADJ
ajst-638	76	20	enough	enough	ADV
ajst-638	76	21	.	.	PUNCT
ajst-638	77	1	although	although	SCONJ
ajst-638	77	2	t5	t5	PROPN
ajst-638	77	3	is	be	AUX
ajst-638	77	4	a	a	DET
ajst-638	77	5	recognized	recognize	VERB
ajst-638	77	6	excellent	excellent	ADJ
ajst-638	77	7	model	model	NOUN
ajst-638	77	8	,	,	PUNCT
ajst-638	77	9	there	there	PRON
ajst-638	77	10	are	be	VERB
ajst-638	77	11	still	still	ADV
ajst-638	77	12	some	some	DET
ajst-638	77	13	excellent	excellent	ADJ
ajst-638	77	14	models	model	NOUN
ajst-638	77	15	,	,	PUNCT
ajst-638	77	16	such	such	ADJ
ajst-638	77	17	as	as	ADP
ajst-638	77	18	bert	bert	PROPN
ajst-638	77	19	,	,	PUNCT
ajst-638	77	20	45	45	NUM
ajst-638	77	21	bart	bart	NOUN
ajst-638	77	22	,	,	PUNCT
ajst-638	77	23	or	or	CCONJ
ajst-638	77	24	other	other	ADJ
ajst-638	77	25	valid	valid	ADJ
ajst-638	77	26	variants	variant	NOUN
ajst-638	77	27	.	.	PUNCT
ajst-638	78	1	future	future	ADJ
ajst-638	78	2	work	work	NOUN
ajst-638	78	3	can	can	AUX
ajst-638	78	4	adjust	adjust	VERB
ajst-638	78	5	the	the	DET
ajst-638	78	6	model	model	NOUN
ajst-638	78	7	input	input	NOUN
ajst-638	78	8	parameters	parameter	NOUN
ajst-638	78	9	during	during	ADP
ajst-638	78	10	the	the	DET
ajst-638	78	11	model	model	NOUN
ajst-638	78	12	initialization	initialization	PROPN
ajst-638	78	13	process	process	NOUN
ajst-638	78	14	,	,	PUNCT
ajst-638	78	15	adjust	adjust	VERB
ajst-638	78	16	part	part	NOUN
ajst-638	78	17	of	of	ADP
ajst-638	78	18	the	the	DET
ajst-638	78	19	project	project	NOUN
ajst-638	78	20	code	code	NOUN
ajst-638	78	21	as	as	SCONJ
ajst-638	78	22	required	require	VERB
ajst-638	78	23	,	,	PUNCT
ajst-638	78	24	and	and	CCONJ
ajst-638	78	25	finally	finally	ADV
ajst-638	78	26	achieve	achieve	VERB
ajst-638	78	27	the	the	DET
ajst-638	78	28	ability	ability	NOUN
ajst-638	78	29	to	to	PART
ajst-638	78	30	add	add	VERB
ajst-638	78	31	any	any	DET
ajst-638	78	32	model	model	NOUN
ajst-638	78	33	.	.	PUNCT
ajst-638	79	1	different	different	ADJ
ajst-638	79	2	results	result	NOUN
ajst-638	79	3	are	be	AUX
ajst-638	79	4	generated	generate	VERB
ajst-638	79	5	for	for	ADP
ajst-638	79	6	different	different	ADJ
ajst-638	79	7	model	model	NOUN
ajst-638	79	8	selections	selection	NOUN
ajst-638	79	9	;	;	PUNCT
ajst-638	79	10	users	user	NOUN
ajst-638	79	11	have	have	VERB
ajst-638	79	12	more	more	ADJ
ajst-638	79	13	flexibility	flexibility	NOUN
ajst-638	79	14	to	to	PART
ajst-638	79	15	choose	choose	VERB
ajst-638	79	16	the	the	DET
ajst-638	79	17	results	result	NOUN
ajst-638	79	18	they	they	PRON
ajst-638	79	19	prefer	prefer	VERB
ajst-638	79	20	.	.	PUNCT
ajst-638	80	1	secondly	secondly	ADV
ajst-638	80	2	,	,	PUNCT
ajst-638	80	3	the	the	DET
ajst-638	80	4	design	design	NOUN
ajst-638	80	5	of	of	ADP
ajst-638	80	6	this	this	DET
ajst-638	80	7	work	work	NOUN
ajst-638	80	8	's	's	PART
ajst-638	80	9	website	website	NOUN
ajst-638	80	10	is	be	AUX
ajst-638	80	11	slightly	slightly	ADV
ajst-638	80	12	rough	rough	ADJ
ajst-638	80	13	,	,	PUNCT
ajst-638	80	14	and	and	CCONJ
ajst-638	80	15	it	it	PRON
ajst-638	80	16	can	can	AUX
ajst-638	80	17	not	not	PART
ajst-638	80	18	be	be	AUX
ajst-638	80	19	deployed	deploy	VERB
ajst-638	80	20	on	on	ADP
ajst-638	80	21	the	the	DET
ajst-638	80	22	cloud	cloud	NOUN
ajst-638	80	23	server	server	NOUN
ajst-638	80	24	due	due	ADP
ajst-638	80	25	to	to	ADP
ajst-638	80	26	the	the	DET
ajst-638	80	27	cost	cost	NOUN
ajst-638	80	28	and	and	CCONJ
ajst-638	80	29	performance	performance	NOUN
ajst-638	80	30	of	of	ADP
ajst-638	80	31	the	the	DET
ajst-638	80	32	computing	computing	NOUN
ajst-638	80	33	platform	platform	NOUN
ajst-638	80	34	.	.	PUNCT
ajst-638	81	1	therefore	therefore	ADV
ajst-638	81	2	,	,	PUNCT
ajst-638	81	3	this	this	DET
ajst-638	81	4	work	work	NOUN
ajst-638	81	5	can	can	AUX
ajst-638	81	6	not	not	PART
ajst-638	81	7	provide	provide	VERB
ajst-638	81	8	online	online	ADJ
ajst-638	81	9	services	service	NOUN
ajst-638	81	10	.	.	PUNCT
ajst-638	82	1	the	the	DET
ajst-638	82	2	website	website	NOUN
ajst-638	82	3	's	's	PART
ajst-638	82	4	construction	construction	NOUN
ajst-638	82	5	for	for	ADP
ajst-638	82	6	future	future	ADJ
ajst-638	82	7	work	work	NOUN
ajst-638	82	8	is	be	AUX
ajst-638	82	9	pivotal	pivotal	ADJ
ajst-638	82	10	in	in	ADP
ajst-638	82	11	improving	improve	VERB
ajst-638	82	12	the	the	DET
ajst-638	82	13	user	user	NOUN
ajst-638	82	14	experience	experience	NOUN
ajst-638	82	15	.	.	PUNCT
ajst-638	83	1	at	at	ADP
ajst-638	83	2	the	the	DET
ajst-638	83	3	same	same	ADJ
ajst-638	83	4	time	time	NOUN
ajst-638	83	5	,	,	PUNCT
ajst-638	83	6	the	the	DET
ajst-638	83	7	staff	staff	NOUN
ajst-638	83	8	building	build	VERB
ajst-638	83	9	their	their	PRON
ajst-638	83	10	website	website	NOUN
ajst-638	83	11	based	base	VERB
ajst-638	83	12	on	on	ADP
ajst-638	83	13	the	the	DET
ajst-638	83	14	project	project	NOUN
ajst-638	83	15	's	's	PART
ajst-638	83	16	work	work	NOUN
ajst-638	83	17	is	be	AUX
ajst-638	83	18	also	also	ADV
ajst-638	83	19	a	a	DET
ajst-638	83	20	good	good	ADJ
ajst-638	83	21	choice	choice	NOUN
ajst-638	83	22	,	,	PUNCT
ajst-638	83	23	which	which	PRON
ajst-638	83	24	leaves	leave	VERB
ajst-638	83	25	the	the	DET
ajst-638	83	26	possibility	possibility	NOUN
ajst-638	83	27	of	of	ADP
ajst-638	83	28	user	user	NOUN
ajst-638	83	29	customization	customization	NOUN
ajst-638	83	30	.	.	PUNCT
ajst-638	84	1	4	4	X
ajst-638	84	2	.	.	X
ajst-638	84	3	conclusion	conclusion	NOUN
ajst-638	84	4	this	this	DET
ajst-638	84	5	research	research	NOUN
ajst-638	84	6	explores	explore	VERB
ajst-638	84	7	the	the	DET
ajst-638	84	8	application	application	NOUN
ajst-638	84	9	of	of	ADP
ajst-638	84	10	question	question	NOUN
ajst-638	84	11	generation	generation	NOUN
ajst-638	84	12	in	in	ADP
ajst-638	84	13	the	the	DET
ajst-638	84	14	faq	faq	NOUN
ajst-638	84	15	field	field	NOUN
ajst-638	84	16	,	,	PUNCT
ajst-638	84	17	designs	design	NOUN
ajst-638	84	18	and	and	CCONJ
ajst-638	84	19	implements	implement	VERB
ajst-638	84	20	a	a	DET
ajst-638	84	21	usable	usable	ADJ
ajst-638	84	22	automatic	automatic	ADJ
ajst-638	84	23	faq	faq	NOUN
ajst-638	84	24	generation	generation	NOUN
ajst-638	84	25	system	system	NOUN
ajst-638	84	26	,	,	PUNCT
ajst-638	84	27	and	and	CCONJ
ajst-638	84	28	provides	provide	VERB
ajst-638	84	29	a	a	DET
ajst-638	84	30	web	web	NOUN
ajst-638	84	31	demo	demo	NOUN
ajst-638	84	32	and	and	CCONJ
ajst-638	84	33	available	available	ADJ
ajst-638	84	34	open	open	ADJ
ajst-638	84	35	-	-	PUNCT
ajst-638	84	36	source	source	NOUN
ajst-638	84	37	systems	system	NOUN
ajst-638	84	38	for	for	ADP
ajst-638	84	39	interested	interested	ADJ
ajst-638	84	40	customers	customer	NOUN
ajst-638	84	41	.	.	PUNCT
ajst-638	85	1	also	also	ADV
ajst-638	85	2	,	,	PUNCT
ajst-638	85	3	this	this	DET
ajst-638	85	4	research	research	NOUN
ajst-638	85	5	provides	provide	VERB
ajst-638	85	6	a	a	DET
ajst-638	85	7	feasible	feasible	ADJ
ajst-638	85	8	idea	idea	NOUN
ajst-638	85	9	for	for	ADP
ajst-638	85	10	the	the	DET
ajst-638	85	11	construction	construction	NOUN
ajst-638	85	12	and	and	CCONJ
ajst-638	85	13	supplementation	supplementation	NOUN
ajst-638	85	14	of	of	ADP
ajst-638	85	15	faq	faq	NOUN
ajst-638	85	16	libraries	library	NOUN
ajst-638	85	17	using	use	VERB
ajst-638	85	18	a	a	DET
ajst-638	85	19	cutting	cut	VERB
ajst-638	85	20	-	-	PUNCT
ajst-638	85	21	edge	edge	NOUN
ajst-638	85	22	model	model	NOUN
ajst-638	85	23	and	and	CCONJ
ajst-638	85	24	is	be	AUX
ajst-638	85	25	a	a	DET
ajst-638	85	26	study	study	NOUN
ajst-638	85	27	of	of	ADP
ajst-638	85	28	practical	practical	ADJ
ajst-638	85	29	importance	importance	NOUN
ajst-638	85	30	.	.	PUNCT
ajst-638	86	1	the	the	DET
ajst-638	86	2	experimentation	experimentation	NOUN
ajst-638	86	3	and	and	CCONJ
ajst-638	86	4	exploration	exploration	NOUN
ajst-638	86	5	of	of	ADP
ajst-638	86	6	this	this	DET
ajst-638	86	7	study	study	NOUN
ajst-638	86	8	provide	provide	VERB
ajst-638	86	9	a	a	DET
ajst-638	86	10	usable	usable	ADJ
ajst-638	86	11	design	design	NOUN
ajst-638	86	12	idea	idea	NOUN
ajst-638	86	13	and	and	CCONJ
ajst-638	86	14	model	model	NOUN
ajst-638	86	15	for	for	ADP
ajst-638	86	16	subsequent	subsequent	ADJ
ajst-638	86	17	research	research	NOUN
ajst-638	86	18	in	in	ADP
ajst-638	86	19	this	this	DET
ajst-638	86	20	direction	direction	NOUN
ajst-638	86	21	,	,	PUNCT
ajst-638	86	22	which	which	PRON
ajst-638	86	23	is	be	AUX
ajst-638	86	24	helpful	helpful	ADJ
ajst-638	86	25	for	for	ADP
ajst-638	86	26	the	the	DET
ajst-638	86	27	subsequent	subsequent	ADJ
ajst-638	86	28	work	work	NOUN
ajst-638	86	29	.	.	PUNCT
ajst-638	87	1	the	the	DET
ajst-638	87	2	lack	lack	NOUN
ajst-638	87	3	of	of	ADP
ajst-638	87	4	flexibility	flexibility	NOUN
ajst-638	87	5	in	in	ADP
ajst-638	87	6	model	model	NOUN
ajst-638	87	7	selection	selection	NOUN
ajst-638	87	8	and	and	CCONJ
ajst-638	87	9	the	the	DET
ajst-638	87	10	rudimentary	rudimentary	ADJ
ajst-638	87	11	user	user	NOUN
ajst-638	87	12	interface	interface	NOUN
ajst-638	87	13	design	design	NOUN
ajst-638	87	14	are	be	AUX
ajst-638	87	15	areas	area	NOUN
ajst-638	87	16	for	for	ADP
ajst-638	87	17	improvement	improvement	NOUN
ajst-638	87	18	.	.	PUNCT
ajst-638	88	1	however	however	ADV
ajst-638	88	2	,	,	PUNCT
ajst-638	88	3	in	in	ADP
ajst-638	88	4	these	these	DET
ajst-638	88	5	two	two	NUM
ajst-638	88	6	aspects	aspect	NOUN
ajst-638	88	7	,	,	PUNCT
ajst-638	88	8	the	the	DET
ajst-638	88	9	subsequent	subsequent	ADJ
ajst-638	88	10	research	research	NOUN
ajst-638	88	11	can	can	AUX
ajst-638	88	12	be	be	AUX
ajst-638	88	13	improved	improve	VERB
ajst-638	88	14	by	by	ADP
ajst-638	88	15	adjusting	adjust	VERB
ajst-638	88	16	the	the	DET
ajst-638	88	17	code	code	NOUN
ajst-638	88	18	to	to	PART
ajst-638	88	19	add	add	VERB
ajst-638	88	20	models	model	NOUN
ajst-638	88	21	,	,	PUNCT
ajst-638	88	22	web	web	NOUN
ajst-638	88	23	page	page	NOUN
ajst-638	88	24	construction	construction	NOUN
ajst-638	88	25	,	,	PUNCT
ajst-638	88	26	and	and	CCONJ
ajst-638	88	27	user	user	NOUN
ajst-638	88	28	customization	customization	NOUN
ajst-638	88	29	to	to	PART
ajst-638	88	30	complete	complete	VERB
ajst-638	88	31	the	the	DET
ajst-638	88	32	improvement	improvement	NOUN
ajst-638	88	33	.	.	PUNCT
ajst-638	89	1	in	in	ADP
ajst-638	89	2	the	the	DET
ajst-638	89	3	future	future	NOUN
ajst-638	89	4	,	,	PUNCT
ajst-638	89	5	if	if	SCONJ
ajst-638	89	6	the	the	DET
ajst-638	89	7	application	application	NOUN
ajst-638	89	8	requirements	requirement	NOUN
ajst-638	89	9	of	of	ADP
ajst-638	89	10	this	this	DET
ajst-638	89	11	system	system	NOUN
ajst-638	89	12	are	be	AUX
ajst-638	89	13	large	large	ADJ
ajst-638	89	14	enough	enough	ADV
ajst-638	89	15	,	,	PUNCT
ajst-638	89	16	website	website	NOUN
ajst-638	89	17	building	building	NOUN
ajst-638	89	18	and	and	CCONJ
ajst-638	89	19	online	online	ADJ
ajst-638	89	20	services	service	NOUN
ajst-638	89	21	are	be	AUX
ajst-638	89	22	excellent	excellent	ADJ
ajst-638	89	23	solutions	solution	NOUN
ajst-638	89	24	for	for	ADP
ajst-638	89	25	providing	provide	VERB
ajst-638	89	26	the	the	DET
ajst-638	89	27	service	service	NOUN
ajst-638	89	28	.	.	PUNCT
ajst-638	90	1	more	more	ADJ
ajst-638	90	2	models	model	NOUN
ajst-638	90	3	will	will	AUX
ajst-638	90	4	be	be	AUX
ajst-638	90	5	added	add	VERB
ajst-638	90	6	to	to	ADP
ajst-638	90	7	the	the	DET
ajst-638	90	8	project	project	NOUN
ajst-638	90	9	,	,	PUNCT
ajst-638	90	10	and	and	CCONJ
ajst-638	90	11	the	the	DET
ajst-638	90	12	user	user	NOUN
ajst-638	90	13	's	's	PART
ajst-638	90	14	threshold	threshold	NOUN
ajst-638	90	15	of	of	ADP
ajst-638	90	16	access	access	NOUN
ajst-638	90	17	can	can	AUX
ajst-638	90	18	be	be	AUX
ajst-638	90	19	minimized	minimize	VERB
ajst-638	90	20	are	be	AUX
ajst-638	90	21	the	the	DET
ajst-638	90	22	future	future	ADJ
ajst-638	90	23	direction	direction	NOUN
ajst-638	90	24	of	of	ADP
ajst-638	90	25	this	this	DET
ajst-638	90	26	research	research	NOUN
ajst-638	90	27	.	.	PUNCT
ajst-638	91	1	the	the	DET
ajst-638	91	2	application	application	NOUN
ajst-638	91	3	of	of	ADP
ajst-638	91	4	qg	qg	PROPN
ajst-638	91	5	in	in	ADP
ajst-638	91	6	the	the	DET
ajst-638	91	7	faq	faq	NOUN
ajst-638	91	8	filed	file	VERB
ajst-638	91	9	will	will	AUX
ajst-638	91	10	be	be	AUX
ajst-638	91	11	a	a	DET
ajst-638	91	12	valuable	valuable	ADJ
ajst-638	91	13	service	service	NOUN
ajst-638	91	14	to	to	PART
ajst-638	91	15	explore	explore	VERB
ajst-638	91	16	and	and	CCONJ
ajst-638	91	17	try	try	VERB
ajst-638	91	18	out	out	ADP
ajst-638	91	19	.	.	PUNCT
ajst-638	92	1	references	reference	NOUN
ajst-638	92	2	[	[	X
ajst-638	92	3	1	1	NUM
ajst-638	92	4	]	]	X
ajst-638	92	5	chan	chan	X
ajst-638	92	6	,	,	PUNCT
ajst-638	92	7	y.	y.	PROPN
ajst-638	92	8	,	,	PUNCT
ajst-638	92	9	fan	fan	PROPN
ajst-638	92	10	,	,	PUNCT
ajst-638	92	11	y.	y.	PROPN
ajst-638	92	12	,	,	PUNCT
ajst-638	92	13	(	(	PUNCT
ajst-638	92	14	2019	2019	NUM
ajst-638	92	15	)	)	PUNCT
ajst-638	92	16	a	a	DET
ajst-638	92	17	recurrent	recurrent	ADJ
ajst-638	92	18	bert	bert	NOUN
ajst-638	92	19	-	-	PUNCT
ajst-638	92	20	based	base	VERB
ajst-638	92	21	model	model	NOUN
ajst-638	92	22	for	for	ADP
ajst-638	92	23	question	question	NOUN
ajst-638	92	24	generation	generation	NOUN
ajst-638	92	25	.	.	PUNCT
ajst-638	93	1	proceedings	proceeding	NOUN
ajst-638	93	2	of	of	ADP
ajst-638	93	3	the	the	DET
ajst-638	93	4	2nd	2nd	ADJ
ajst-638	93	5	workshop	workshop	NOUN
ajst-638	93	6	on	on	ADP
ajst-638	93	7	machine	machine	NOUN
ajst-638	93	8	reading	reading	NOUN
ajst-638	93	9	for	for	ADP
ajst-638	93	10	question	question	NOUN
ajst-638	93	11	answering	answering	NOUN
ajst-638	93	12	,	,	PUNCT
ajst-638	93	13	154	154	NUM
ajst-638	93	14	-	-	NUM
ajst-638	93	15	-162	-162	NOUN
ajst-638	94	1	[	[	X
ajst-638	94	2	2	2	NUM
ajst-638	94	3	]	]	X
ajst-638	94	4	vaswani	vaswani	NOUN
ajst-638	94	5	,	,	PUNCT
ajst-638	94	6	a.	a.	NOUN
ajst-638	94	7	,	,	PUNCT
ajst-638	94	8	noam	noam	PROPN
ajst-638	94	9	,	,	PUNCT
ajst-638	94	10	s.	s.	PROPN
ajst-638	94	11	,	,	PUNCT
ajst-638	94	12	(	(	PUNCT
ajst-638	94	13	2017	2017	NUM
ajst-638	94	14	)	)	PUNCT
ajst-638	94	15	attention	attention	NOUN
ajst-638	94	16	is	be	AUX
ajst-638	94	17	all	all	PRON
ajst-638	94	18	you	you	PRON
ajst-638	94	19	need	need	VERB
ajst-638	94	20	.	.	PUNCT
ajst-638	95	1	advances	advance	NOUN
ajst-638	95	2	in	in	ADP
ajst-638	95	3	neural	neural	ADJ
ajst-638	95	4	information	information	NOUN
ajst-638	95	5	processing	processing	NOUN
ajst-638	95	6	systems	system	NOUN
ajst-638	95	7	,	,	PUNCT
ajst-638	95	8	30	30	NUM
ajst-638	95	9	[	[	SYM
ajst-638	95	10	3	3	NUM
ajst-638	95	11	]	]	X
ajst-638	95	12	lee	lee	PROPN
ajst-638	95	13	,	,	PUNCT
ajst-638	95	14	c.	c.	PROPN
ajst-638	95	15	h.	h.	PROPN
ajst-638	95	16	,	,	PUNCT
ajst-638	95	17	chen	chen	PROPN
ajst-638	95	18	,	,	PUNCT
ajst-638	95	19	t.	t.	PROPN
ajst-638	95	20	y.	y.	PROPN
ajst-638	95	21	,	,	PUNCT
ajst-638	95	22	chen	chen	PROPN
ajst-638	95	23	,	,	PUNCT
ajst-638	95	24	l.	l.	PROPN
ajst-638	95	25	p.	p.	PROPN
ajst-638	95	26	,	,	PUNCT
ajst-638	95	27	yang	yang	PROPN
ajst-638	95	28	,	,	PUNCT
ajst-638	95	29	p.	p.	PROPN
ajst-638	95	30	c.	c.	PROPN
ajst-638	95	31	,	,	PUNCT
ajst-638	95	32	tsai	tsai	PROPN
ajst-638	95	33	,	,	PUNCT
ajst-638	95	34	r.	r.	PROPN
ajst-638	95	35	t.	t.	PROPN
ajst-638	95	36	h.	h.	PROPN
ajst-638	95	37	,	,	PUNCT
ajst-638	95	38	(	(	PUNCT
ajst-638	95	39	2018	2018	NUM
ajst-638	95	40	)	)	PUNCT
ajst-638	95	41	,	,	PUNCT
ajst-638	95	42	automatic	automatic	ADJ
ajst-638	95	43	question	question	NOUN
ajst-638	95	44	generation	generation	NOUN
ajst-638	95	45	from	from	ADP
ajst-638	95	46	children	child	NOUN
ajst-638	95	47	’s	’s	PART
ajst-638	95	48	stories	story	NOUN
ajst-638	95	49	for	for	ADP
ajst-638	95	50	companion	companion	NOUN
ajst-638	95	51	chatbot	chatbot	NOUN
ajst-638	95	52	.	.	PUNCT
ajst-638	96	1	in	in	ADP
ajst-638	96	2	:	:	PUNCT
ajst-638	96	3	2018	2018	NUM
ajst-638	96	4	ieee	ieee	NOUN
ajst-638	96	5	international	international	ADJ
ajst-638	96	6	conference	conference	NOUN
ajst-638	96	7	on	on	ADP
ajst-638	96	8	information	information	NOUN
ajst-638	96	9	reuse	reuse	NOUN
ajst-638	96	10	and	and	CCONJ
ajst-638	96	11	integration	integration	NOUN
ajst-638	96	12	(	(	PUNCT
ajst-638	96	13	iri	iri	NOUN
ajst-638	96	14	)	)	PUNCT
ajst-638	96	15	,	,	PUNCT
ajst-638	96	16	491494	491494	NUM
ajst-638	96	17	[	[	X
ajst-638	96	18	4	4	X
ajst-638	96	19	]	]	X
ajst-638	96	20	d.	d.	PROPN
ajst-638	96	21	c.	c.	PROPN
ajst-638	96	22	l.	l.	PROPN
ajst-638	96	23	tsai	tsai	PROPN
ajst-638	96	24	,	,	PUNCT
ajst-638	96	25	a.	a.	PROPN
ajst-638	96	26	y.	y.	PROPN
ajst-638	96	27	q.	q.	PROPN
ajst-638	96	28	huang	huang	PROPN
ajst-638	96	29	,	,	PUNCT
ajst-638	96	30	o.	o.	PROPN
ajst-638	96	31	h.	h.	PROPN
ajst-638	96	32	t.	t.	PROPN
ajst-638	96	33	lu	lu	PROPN
ajst-638	96	34	and	and	CCONJ
ajst-638	96	35	s.	s.	PROPN
ajst-638	96	36	j.	j.	PROPN
ajst-638	96	37	h.	h.	PROPN
ajst-638	96	38	yang	yang	PROPN
ajst-638	96	39	,	,	PUNCT
ajst-638	96	40	(	(	PUNCT
ajst-638	96	41	2021	2021	NUM
ajst-638	96	42	)	)	PUNCT
ajst-638	96	43	,	,	PUNCT
ajst-638	96	44	automatic	automatic	ADJ
ajst-638	96	45	question	question	NOUN
ajst-638	96	46	generation	generation	NOUN
ajst-638	96	47	for	for	ADP
ajst-638	96	48	repeated	repeat	VERB
ajst-638	96	49	testing	testing	NOUN
ajst-638	96	50	to	to	PART
ajst-638	96	51	improve	improve	VERB
ajst-638	96	52	student	student	NOUN
ajst-638	96	53	learning	learning	NOUN
ajst-638	96	54	outcome	outcome	NOUN
ajst-638	96	55	.	.	PUNCT
ajst-638	97	1	in	in	ADP
ajst-638	97	2	:	:	PUNCT
ajst-638	97	3	2021	2021	NUM
ajst-638	97	4	international	international	ADJ
ajst-638	97	5	conference	conference	NOUN
ajst-638	97	6	on	on	ADP
ajst-638	97	7	advanced	advanced	ADJ
ajst-638	97	8	learning	learning	NOUN
ajst-638	97	9	technologies	technology	NOUN
ajst-638	97	10	(	(	PUNCT
ajst-638	97	11	icalt	icalt	NOUN
ajst-638	97	12	)	)	PUNCT
ajst-638	97	13	,	,	PUNCT
ajst-638	97	14	339	339	NUM
ajst-638	97	15	-	-	SYM
ajst-638	97	16	341	341	NUM
ajst-638	97	17	[	[	SYM
ajst-638	97	18	5	5	NUM
ajst-638	97	19	]	]	PUNCT
ajst-638	97	20	qiu	qiu	PROPN
ajst-638	97	21	,	,	PUNCT
ajst-638	97	22	x.	x.	PROPN
ajst-638	97	23	,	,	PUNCT
ajst-638	97	24	xue	xue	PROPN
ajst-638	97	25	,	,	PUNCT
ajst-638	97	26	h.	h.	PROPN
ajst-638	97	27	,	,	PUNCT
ajst-638	97	28	liang	liang	PROPN
ajst-638	97	29	,	,	PUNCT
ajst-638	97	30	l.	l.	PROPN
ajst-638	97	31	,	,	PUNCT
ajst-638	97	32	xie	xie	PROPN
ajst-638	97	33	,	,	PUNCT
ajst-638	97	34	z.	z.	PROPN
ajst-638	97	35	,	,	PUNCT
ajst-638	97	36	liao	liao	PROPN
ajst-638	97	37	,	,	PUNCT
ajst-638	97	38	s.	s.	PROPN
ajst-638	97	39	,	,	PUNCT
ajst-638	97	40	shi	shi	PROPN
ajst-638	97	41	,	,	PUNCT
ajst-638	97	42	g.	g.	PROPN
ajst-638	97	43	,	,	PUNCT
ajst-638	97	44	(	(	PUNCT
ajst-638	97	45	2021	2021	NUM
ajst-638	97	46	)	)	PUNCT
ajst-638	97	47	automatic	automatic	ADJ
ajst-638	97	48	generation	generation	NOUN
ajst-638	97	49	of	of	ADP
ajst-638	97	50	multiple	multiple	ADJ
ajst-638	97	51	-	-	PUNCT
ajst-638	97	52	choice	choice	NOUN
ajst-638	97	53	cloze	cloze	NOUN
ajst-638	97	54	-	-	PUNCT
ajst-638	97	55	test	test	NOUN
ajst-638	97	56	questions	question	NOUN
ajst-638	97	57	for	for	ADP
ajst-638	97	58	lao	lao	PROPN
ajst-638	97	59	language	language	NOUN
ajst-638	97	60	learning	learning	NOUN
ajst-638	97	61	.	.	PUNCT
ajst-638	98	1	125	125	NUM
ajst-638	98	2	-	-	SYM
ajst-638	98	3	130	130	NUM
ajst-638	98	4	[	[	SYM
ajst-638	98	5	6	6	NUM
ajst-638	98	6	]	]	SYM
ajst-638	98	7	mao	mao	PROPN
ajst-638	98	8	,	,	PUNCT
ajst-638	98	9	j.zhu	j.zhu	PROPN
ajst-638	98	10	,	,	PUNCT
ajst-638	98	11	j.	j.	PROPN
ajst-638	98	12	,	,	PUNCT
ajst-638	98	13	(	(	PUNCT
ajst-638	98	14	2012	2012	NUM
ajst-638	98	15	)	)	PUNCT
ajst-638	98	16	faq	faq	NOUN
ajst-638	98	17	auto	auto	NOUN
ajst-638	98	18	constructing	constructing	NOUN
ajst-638	98	19	based	base	VERB
ajst-638	98	20	on	on	ADP
ajst-638	98	21	clustering	clustering	NOUN
ajst-638	98	22	.	.	PUNCT
ajst-638	99	1	in	in	ADP
ajst-638	99	2	:	:	PUNCT
ajst-638	99	3	2012	2012	NUM
ajst-638	99	4	international	international	ADJ
ajst-638	99	5	conference	conference	NOUN
ajst-638	99	6	on	on	ADP
ajst-638	99	7	computer	computer	NOUN
ajst-638	99	8	science	science	NOUN
ajst-638	99	9	and	and	CCONJ
ajst-638	99	10	electronics	electronic	NOUN
ajst-638	99	11	engineering	engineering	NOUN
ajst-638	99	12	,	,	PUNCT
ajst-638	99	13	1:468	1:468	NUM
ajst-638	99	14	-	-	SYM
ajst-638	99	15	472	472	NUM
ajst-638	99	16	[	[	X
ajst-638	99	17	7	7	X
ajst-638	99	18	]	]	PUNCT
ajst-638	99	19	pourreza	pourreza	NOUN
ajst-638	99	20	-	-	PUNCT
ajst-638	99	21	shahri	shahri	PROPN
ajst-638	99	22	,	,	PUNCT
ajst-638	99	23	m.	m.	NOUN
ajst-638	99	24	,	,	PUNCT
ajst-638	99	25	kahani	kahani	PROPN
ajst-638	99	26	,	,	PUNCT
ajst-638	99	27	m.	m.	NOUN
ajst-638	99	28	,	,	PUNCT
ajst-638	99	29	ekbia	ekbia	PROPN
ajst-638	99	30	,	,	PUNCT
ajst-638	99	31	h.	h.	PROPN
ajst-638	99	32	,	,	PUNCT
ajst-638	99	33	(	(	PUNCT
ajst-638	99	34	2016	2016	NUM
ajst-638	99	35	)	)	PUNCT
ajst-638	99	36	providing	provide	VERB
ajst-638	99	37	faq	faq	NOUN
ajst-638	99	38	lists	list	NOUN
ajst-638	99	39	based	base	VERB
ajst-638	99	40	on	on	ADP
ajst-638	99	41	ontology	ontology	NOUN
ajst-638	99	42	.	.	PUNCT
ajst-638	100	1	in	in	ADP
ajst-638	100	2	:	:	PUNCT
ajst-638	100	3	2016	2016	NUM
ajst-638	100	4	24th	24th	ADJ
ajst-638	100	5	iranian	iranian	ADJ
ajst-638	100	6	conference	conference	NOUN
ajst-638	100	7	on	on	ADP
ajst-638	100	8	electrical	electrical	ADJ
ajst-638	100	9	engineering	engineering	NOUN
ajst-638	100	10	(	(	PUNCT
ajst-638	100	11	icee	icee	NOUN
ajst-638	100	12	)	)	PUNCT
ajst-638	100	13	,	,	PUNCT
ajst-638	100	14	305	305	NUM
ajst-638	100	15	-	-	SYM
ajst-638	100	16	310	310	NUM
ajst-638	100	17	[	[	NOUN
ajst-638	100	18	8	8	NUM
ajst-638	100	19	]	]	X
ajst-638	100	20	jinwei	jinwei	NOUN
ajst-638	100	21	,	,	PUNCT
ajst-638	100	22	f.jianhong	f.jianhong	PRON
ajst-638	100	23	,	,	PUNCT
ajst-638	100	24	s.tianqing	s.tianqing	NOUN
ajst-638	100	25	,	,	PUNCT
ajst-638	100	26	x.	x.	NOUN
ajst-638	100	27	,	,	PUNCT
ajst-638	100	28	(	(	PUNCT
ajst-638	100	29	2010	2010	NUM
ajst-638	100	30	)	)	PUNCT
ajst-638	100	31	a	a	DET
ajst-638	100	32	faq	faq	NOUN
ajst-638	100	33	online	online	ADJ
ajst-638	100	34	system	system	NOUN
ajst-638	100	35	based	base	VERB
ajst-638	100	36	on	on	ADP
ajst-638	100	37	wiki	wiki	NOUN
ajst-638	100	38	.	.	PUNCT
ajst-638	101	1	in	in	ADP
ajst-638	101	2	:	:	PUNCT
ajst-638	101	3	2010	2010	NUM
ajst-638	101	4	international	international	ADJ
ajst-638	101	5	conference	conference	NOUN
ajst-638	101	6	on	on	ADP
ajst-638	101	7	ehealth	ehealth	NOUN
ajst-638	101	8	networking	network	VERB
ajst-638	101	9	digital	digital	ADJ
ajst-638	101	10	ecosystems	ecosystem	NOUN
ajst-638	101	11	and	and	CCONJ
ajst-638	101	12	technologies	technology	NOUN
ajst-638	101	13	(	(	PUNCT
ajst-638	101	14	edt	edt	PROPN
ajst-638	101	15	)	)	PUNCT
ajst-638	101	16	,	,	PUNCT
ajst-638	101	17	1:66	1:66	NUM
ajst-638	101	18	-	-	SYM
ajst-638	101	19	68	68	NUM
ajst-638	101	20	[	[	X
ajst-638	101	21	9	9	NUM
ajst-638	101	22	]	]	PUNCT
ajst-638	101	23	pabitha	pabitha	NOUN
ajst-638	101	24	,	,	PUNCT
ajst-638	101	25	p.	p.	PROPN
ajst-638	101	26	,	,	PUNCT
ajst-638	101	27	mohana	mohana	PROPN
ajst-638	101	28	,	,	PUNCT
ajst-638	101	29	m.	m.	NOUN
ajst-638	101	30	,	,	PUNCT
ajst-638	101	31	suganthi	suganthi	PROPN
ajst-638	101	32	,	,	PUNCT
ajst-638	101	33	s.	s.	PROPN
ajst-638	101	34	,	,	PUNCT
ajst-638	101	35	sivanandhini	sivanandhini	PROPN
ajst-638	101	36	,	,	PUNCT
ajst-638	101	37	b.	b.	PROPN
ajst-638	101	38	,	,	PUNCT
ajst-638	101	39	(	(	PUNCT
ajst-638	101	40	2014	2014	NUM
ajst-638	101	41	)	)	PUNCT
ajst-638	101	42	automatic	automatic	ADJ
ajst-638	101	43	question	question	NOUN
ajst-638	101	44	generation	generation	NOUN
ajst-638	101	45	system	system	NOUN
ajst-638	101	46	.	.	PUNCT
ajst-638	102	1	in	in	ADP
ajst-638	102	2	:	:	PUNCT
ajst-638	102	3	2014	2014	NUM
ajst-638	102	4	international	international	ADJ
ajst-638	102	5	conference	conference	NOUN
ajst-638	102	6	on	on	ADP
ajst-638	102	7	recent	recent	ADJ
ajst-638	102	8	trends	trend	NOUN
ajst-638	102	9	in	in	ADP
ajst-638	102	10	information	information	NOUN
ajst-638	102	11	technology	technology	NOUN
ajst-638	102	12	,	,	PUNCT
ajst-638	102	13	1	1	NUM
ajst-638	102	14	-	-	SYM
ajst-638	102	15	5	5	NUM
ajst-638	102	16	[	[	SYM
ajst-638	102	17	10	10	NUM
ajst-638	102	18	]	]	X
ajst-638	102	19	lopez	lopez	NOUN
ajst-638	102	20	,	,	PUNCT
ajst-638	102	21	l.	l.	PROPN
ajst-638	102	22	e.	e.	PROPN
ajst-638	102	23	,	,	PUNCT
ajst-638	102	24	cruz	cruz	PROPN
ajst-638	102	25	,	,	PUNCT
ajst-638	102	26	d.	d.	PROPN
ajst-638	102	27	k.	k.	PROPN
ajst-638	102	28	,	,	PUNCT
ajst-638	102	29	cruz	cruz	PROPN
ajst-638	102	30	,	,	PUNCT
ajst-638	102	31	j.	j.	PROPN
ajst-638	102	32	c.	c.	PROPN
ajst-638	102	33	b.	b.	PROPN
ajst-638	102	34	,	,	PUNCT
ajst-638	102	35	&	&	CCONJ
ajst-638	102	36	cheng	cheng	PROPN
ajst-638	102	37	,	,	PUNCT
ajst-638	102	38	c.	c.	PROPN
ajst-638	102	39	(	(	PUNCT
ajst-638	102	40	2020	2020	NUM
ajst-638	102	41	)	)	PUNCT
ajst-638	102	42	.	.	PUNCT
ajst-638	103	1	transformer	transformer	NOUN
ajst-638	103	2	-	-	PUNCT
ajst-638	103	3	based	base	VERB
ajst-638	103	4	end	end	NOUN
ajst-638	103	5	-	-	PUNCT
ajst-638	103	6	to	to	ADP
ajst-638	103	7	-	-	PUNCT
ajst-638	103	8	end	end	NOUN
ajst-638	103	9	question	question	NOUN
ajst-638	103	10	generation	generation	NOUN
ajst-638	103	11	.	.	PUNCT
ajst-638	104	1	arxiv	arxiv	PROPN
ajst-638	104	2	preprint	preprint	NOUN
ajst-638	104	3	arxiv:2005.01107	arxiv:2005.01107	NOUN
ajst-638	104	4	,	,	PUNCT
ajst-638	104	5	4	4	NUM
ajst-638	104	6	.	.	X
ajst-638	104	7	appendix	appendix	ADJ
ajst-638	104	8	origin	origin	NOUN
ajst-638	104	9	project	project	NOUN
ajst-638	104	10	url	url	PROPN
ajst-638	104	11	:	:	PUNCT
ajst-638	104	12	https://github.com/patilsuraj/question_generation	https://github.com/patilsuraj/question_generation	NOUN
ajst-638	104	13	this	this	DET
ajst-638	104	14	work	work	NOUN
ajst-638	104	15	project	project	NOUN
ajst-638	104	16	url	url	PROPN
ajst-638	104	17	:	:	PUNCT
ajst-638	104	18	:	:	PUNCT
ajst-638	104	19	https://github.com/dikla2322/qg_demo	https://github.com/dikla2322/qg_demo	ADJ