id	sid	tid	token	lemma	pos
aiti-14700	1	1	advances	advance	NOUN
aiti-14700	1	2	in	in	ADP
aiti-14700	1	3	technology	technology	NOUN
aiti-14700	1	4	innovation	innovation	NOUN
aiti-14700	1	5	,	,	PUNCT
aiti-14700	1	6	vol	vol	NOUN
aiti-14700	1	7	.	.	PROPN
aiti-14700	2	1	10	10	NUM
aiti-14700	2	2	,	,	PUNCT
aiti-14700	2	3	no	no	INTJ
aiti-14700	2	4	.	.	NOUN
aiti-14700	2	5	4	4	NUM
aiti-14700	2	6	,	,	PUNCT
aiti-14700	2	7	2025	2025	NUM
aiti-14700	2	8	,	,	PUNCT
aiti-14700	2	9	pp	pp	ADJ
aiti-14700	2	10	.	.	PUNCT
aiti-14700	3	1	383	383	NUM
aiti-14700	3	2	-	-	SYM
aiti-14700	3	3	394	394	NUM
aiti-14700	3	4	analysis	analysis	NOUN
aiti-14700	3	5	of	of	ADP
aiti-14700	3	6	characteristics	characteristic	NOUN
aiti-14700	3	7	of	of	ADP
aiti-14700	3	8	complaints	complaint	NOUN
aiti-14700	3	9	on	on	ADP
aiti-14700	3	10	parenting	parent	VERB
aiti-14700	3	11	q&a	q&a	PROPN
aiti-14700	3	12	sites	site	NOUN
aiti-14700	3	13	using	use	VERB
aiti-14700	3	14	plsa	plsa	ADJ
aiti-14700	3	15	and	and	CCONJ
aiti-14700	3	16	data	datum	NOUN
aiti-14700	3	17	augmentation	augmentation	NOUN
aiti-14700	3	18	tomoki	tomoki	NOUN
aiti-14700	3	19	yoshimi1	yoshimi1	NOUN
aiti-14700	3	20	,	,	PUNCT
aiti-14700	3	21	*	*	PROPN
aiti-14700	3	22	,	,	PUNCT
aiti-14700	3	23	takashi	takashi	PROPN
aiti-14700	3	24	namatame2	namatame2	PROPN
aiti-14700	4	1	1graduate	1graduate	NUM
aiti-14700	4	2	school	school	NOUN
aiti-14700	4	3	of	of	ADP
aiti-14700	4	4	science	science	NOUN
aiti-14700	4	5	and	and	CCONJ
aiti-14700	4	6	engineering	engineering	NOUN
aiti-14700	4	7	,	,	PUNCT
aiti-14700	4	8	chuo	chuo	NOUN
aiti-14700	4	9	university	university	NOUN
aiti-14700	4	10	,	,	PUNCT
aiti-14700	4	11	tokyo	tokyo	PROPN
aiti-14700	4	12	,	,	PUNCT
aiti-14700	4	13	japan	japan	PROPN
aiti-14700	4	14	2faculty	2faculty	NUM
aiti-14700	4	15	of	of	ADP
aiti-14700	4	16	science	science	NOUN
aiti-14700	4	17	and	and	CCONJ
aiti-14700	4	18	engineering	engineering	NOUN
aiti-14700	4	19	,	,	PUNCT
aiti-14700	4	20	chuo	chuo	NOUN
aiti-14700	4	21	university	university	NOUN
aiti-14700	4	22	,	,	PUNCT
aiti-14700	4	23	tokyo	tokyo	PROPN
aiti-14700	4	24	,	,	PUNCT
aiti-14700	4	25	japan	japan	PROPN
aiti-14700	4	26	received	receive	VERB
aiti-14700	4	27	30	30	NUM
aiti-14700	4	28	december	december	PROPN
aiti-14700	4	29	2024	2024	NUM
aiti-14700	4	30	;	;	PUNCT
aiti-14700	4	31	received	receive	VERB
aiti-14700	4	32	in	in	ADP
aiti-14700	4	33	revised	revise	VERB
aiti-14700	4	34	form	form	NOUN
aiti-14700	4	35	08	08	NUM
aiti-14700	4	36	august	august	PROPN
aiti-14700	4	37	2025	2025	NUM
aiti-14700	4	38	;	;	PUNCT
aiti-14700	4	39	accepted	accept	VERB
aiti-14700	4	40	11	11	NUM
aiti-14700	4	41	august	august	PROPN
aiti-14700	4	42	2025	2025	NUM
aiti-14700	4	43	doi	doi	NOUN
aiti-14700	4	44	:	:	PUNCT
aiti-14700	4	45	https://doi.org/10.46604/aiti.2025.14700	https://doi.org/10.46604/aiti.2025.14700	PROPN
aiti-14700	4	46	abstract	abstract	ADJ
aiti-14700	4	47	this	this	DET
aiti-14700	4	48	study	study	NOUN
aiti-14700	4	49	investigates	investigate	VERB
aiti-14700	4	50	the	the	DET
aiti-14700	4	51	classification	classification	NOUN
aiti-14700	4	52	and	and	CCONJ
aiti-14700	4	53	clustering	clustering	NOUN
aiti-14700	4	54	of	of	ADP
aiti-14700	4	55	complaints	complaint	NOUN
aiti-14700	4	56	on	on	ADP
aiti-14700	4	57	a	a	DET
aiti-14700	4	58	japanese	japanese	ADJ
aiti-14700	4	59	parenting	parenting	NOUN
aiti-14700	4	60	q&a	q&a	PROPN
aiti-14700	4	61	site	site	NOUN
aiti-14700	4	62	,	,	PUNCT
aiti-14700	4	63	aiming	aim	VERB
aiti-14700	4	64	to	to	PART
aiti-14700	4	65	identify	identify	VERB
aiti-14700	4	66	meaningful	meaningful	ADJ
aiti-14700	4	67	patterns	pattern	NOUN
aiti-14700	4	68	from	from	ADP
aiti-14700	4	69	limited	limited	ADJ
aiti-14700	4	70	labeled	label	VERB
aiti-14700	4	71	data	datum	NOUN
aiti-14700	4	72	.	.	PUNCT
aiti-14700	5	1	to	to	PART
aiti-14700	5	2	address	address	VERB
aiti-14700	5	3	data	datum	NOUN
aiti-14700	5	4	scarcity	scarcity	NOUN
aiti-14700	5	5	,	,	PUNCT
aiti-14700	5	6	generative	generative	ADJ
aiti-14700	5	7	ai	ai	VERB
aiti-14700	5	8	was	be	AUX
aiti-14700	5	9	utilized	utilize	VERB
aiti-14700	5	10	for	for	ADP
aiti-14700	5	11	data	datum	NOUN
aiti-14700	5	12	augmentation	augmentation	NOUN
aiti-14700	5	13	through	through	ADP
aiti-14700	5	14	prompts	prompt	NOUN
aiti-14700	5	15	that	that	PRON
aiti-14700	5	16	reflected	reflect	VERB
aiti-14700	5	17	authentic	authentic	ADJ
aiti-14700	5	18	parenting	parenting	NOUN
aiti-14700	5	19	frustrations	frustration	NOUN
aiti-14700	5	20	,	,	PUNCT
aiti-14700	5	21	with	with	ADP
aiti-14700	5	22	synthetic	synthetic	ADJ
aiti-14700	5	23	data	datum	NOUN
aiti-14700	5	24	validated	validate	VERB
aiti-14700	5	25	by	by	ADP
aiti-14700	5	26	comparing	compare	VERB
aiti-14700	5	27	classification	classification	NOUN
aiti-14700	5	28	performance	performance	NOUN
aiti-14700	5	29	under	under	ADP
aiti-14700	5	30	varying	vary	VERB
aiti-14700	5	31	proportions	proportion	NOUN
aiti-14700	5	32	of	of	ADP
aiti-14700	5	33	generated	generate	VERB
aiti-14700	5	34	content	content	NOUN
aiti-14700	5	35	.	.	PUNCT
aiti-14700	6	1	complaint	complaint	NOUN
aiti-14700	6	2	texts	text	NOUN
aiti-14700	6	3	were	be	AUX
aiti-14700	6	4	vectorized	vectorize	VERB
aiti-14700	6	5	using	use	VERB
aiti-14700	6	6	bag	bag	NOUN
aiti-14700	6	7	-	-	PUNCT
aiti-14700	6	8	of	of	ADP
aiti-14700	6	9	-	-	PUNCT
aiti-14700	6	10	words	word	NOUN
aiti-14700	6	11	,	,	PUNCT
aiti-14700	6	12	doc2vec	doc2vec	NOUN
aiti-14700	6	13	,	,	PUNCT
aiti-14700	6	14	and	and	CCONJ
aiti-14700	6	15	sparse	sparse	ADJ
aiti-14700	6	16	composite	composite	ADJ
aiti-14700	6	17	document	document	NOUN
aiti-14700	6	18	vectors	vector	NOUN
aiti-14700	6	19	,	,	PUNCT
aiti-14700	6	20	providing	provide	VERB
aiti-14700	6	21	multiple	multiple	ADJ
aiti-14700	6	22	levels	level	NOUN
aiti-14700	6	23	of	of	ADP
aiti-14700	6	24	semantic	semantic	ADJ
aiti-14700	6	25	representation	representation	NOUN
aiti-14700	6	26	.	.	PUNCT
aiti-14700	7	1	lightgbm	lightgbm	PROPN
aiti-14700	7	2	was	be	AUX
aiti-14700	7	3	used	use	VERB
aiti-14700	7	4	as	as	ADP
aiti-14700	7	5	the	the	DET
aiti-14700	7	6	classifier	classifier	NOUN
aiti-14700	7	7	,	,	PUNCT
aiti-14700	7	8	and	and	CCONJ
aiti-14700	7	9	f1	f1	NOUN
aiti-14700	7	10	scores	score	NOUN
aiti-14700	7	11	measured	measure	VERB
aiti-14700	7	12	performance	performance	NOUN
aiti-14700	7	13	.	.	PUNCT
aiti-14700	8	1	clustering	clustering	NOUN
aiti-14700	8	2	of	of	ADP
aiti-14700	8	3	predicted	predict	VERB
aiti-14700	8	4	complaints	complaint	NOUN
aiti-14700	8	5	employed	employ	VERB
aiti-14700	8	6	probabilistic	probabilistic	ADJ
aiti-14700	8	7	latent	latent	ADJ
aiti-14700	8	8	semantic	semantic	ADJ
aiti-14700	8	9	analysis	analysis	NOUN
aiti-14700	8	10	,	,	PUNCT
aiti-14700	8	11	with	with	ADP
aiti-14700	8	12	topic	topic	NOUN
aiti-14700	8	13	numbers	number	NOUN
aiti-14700	8	14	selected	select	VERB
aiti-14700	8	15	via	via	ADP
aiti-14700	8	16	bayesian	bayesian	NOUN
aiti-14700	8	17	information	information	NOUN
aiti-14700	8	18	criterion	criterion	NOUN
aiti-14700	8	19	.	.	PUNCT
aiti-14700	9	1	six	six	NUM
aiti-14700	9	2	distinct	distinct	ADJ
aiti-14700	9	3	themes	theme	NOUN
aiti-14700	9	4	emerged	emerge	VERB
aiti-14700	9	5	,	,	PUNCT
aiti-14700	9	6	including	include	VERB
aiti-14700	9	7	childcare	childcare	NOUN
aiti-14700	9	8	stress	stress	NOUN
aiti-14700	9	9	and	and	CCONJ
aiti-14700	9	10	family	family	NOUN
aiti-14700	9	11	conflict	conflict	NOUN
aiti-14700	9	12	.	.	PUNCT
aiti-14700	10	1	incorporating	incorporate	VERB
aiti-14700	10	2	generated	generate	VERB
aiti-14700	10	3	data	datum	NOUN
aiti-14700	10	4	improved	improve	VERB
aiti-14700	10	5	the	the	DET
aiti-14700	10	6	f1	f1	ADJ
aiti-14700	10	7	score	score	NOUN
aiti-14700	10	8	from	from	ADP
aiti-14700	10	9	0.824	0.824	NUM
aiti-14700	10	10	to	to	ADP
aiti-14700	10	11	0.865	0.865	NUM
aiti-14700	10	12	.	.	PUNCT
aiti-14700	11	1	the	the	DET
aiti-14700	11	2	findings	finding	NOUN
aiti-14700	11	3	highlight	highlight	VERB
aiti-14700	11	4	the	the	DET
aiti-14700	11	5	potential	potential	NOUN
aiti-14700	11	6	of	of	ADP
aiti-14700	11	7	generative	generative	NOUN
aiti-14700	11	8	ai	ai	VERB
aiti-14700	11	9	to	to	PART
aiti-14700	11	10	augment	augment	VERB
aiti-14700	11	11	low	low	ADJ
aiti-14700	11	12	-	-	PUNCT
aiti-14700	11	13	resource	resource	NOUN
aiti-14700	11	14	datasets	dataset	NOUN
aiti-14700	11	15	and	and	CCONJ
aiti-14700	11	16	demonstrate	demonstrate	VERB
aiti-14700	11	17	the	the	DET
aiti-14700	11	18	effectiveness	effectiveness	NOUN
aiti-14700	11	19	of	of	ADP
aiti-14700	11	20	context	context	NOUN
aiti-14700	11	21	-	-	PUNCT
aiti-14700	11	22	aware	aware	ADJ
aiti-14700	11	23	embeddings	embedding	NOUN
aiti-14700	11	24	and	and	CCONJ
aiti-14700	11	25	probabilistic	probabilistic	ADJ
aiti-14700	11	26	clustering	clustering	NOUN
aiti-14700	11	27	in	in	ADP
aiti-14700	11	28	structuring	structure	VERB
aiti-14700	11	29	real	real	ADJ
aiti-14700	11	30	-	-	PUNCT
aiti-14700	11	31	world	world	NOUN
aiti-14700	11	32	text	text	NOUN
aiti-14700	11	33	data	datum	NOUN
aiti-14700	11	34	.	.	PUNCT
aiti-14700	12	1	keywords	keyword	NOUN
aiti-14700	12	2	:	:	PUNCT
aiti-14700	12	3	q&a	q&a	PROPN
aiti-14700	12	4	site	site	NOUN
aiti-14700	12	5	,	,	PUNCT
aiti-14700	12	6	complaint	complaint	NOUN
aiti-14700	12	7	,	,	PUNCT
aiti-14700	12	8	nlp	nlp	NOUN
aiti-14700	12	9	,	,	PUNCT
aiti-14700	12	10	data	datum	NOUN
aiti-14700	12	11	augmentation	augmentation	NOUN
aiti-14700	12	12	1	1	NUM
aiti-14700	12	13	.	.	PUNCT
aiti-14700	12	14	introduction	introduction	NOUN
aiti-14700	12	15	in	in	ADP
aiti-14700	12	16	recent	recent	ADJ
aiti-14700	12	17	years	year	NOUN
aiti-14700	12	18	,	,	PUNCT
aiti-14700	12	19	social	social	ADJ
aiti-14700	12	20	networking	networking	NOUN
aiti-14700	12	21	services	service	NOUN
aiti-14700	12	22	(	(	PUNCT
aiti-14700	12	23	sns	sns	PROPN
aiti-14700	12	24	)	)	PUNCT
aiti-14700	12	25	and	and	CCONJ
aiti-14700	12	26	q&a	q&a	PROPN
aiti-14700	12	27	sites	site	NOUN
aiti-14700	12	28	have	have	AUX
aiti-14700	12	29	become	become	VERB
aiti-14700	12	30	platforms	platform	NOUN
aiti-14700	12	31	where	where	SCONJ
aiti-14700	12	32	users	user	NOUN
aiti-14700	12	33	frequently	frequently	ADV
aiti-14700	12	34	post	post	VERB
aiti-14700	12	35	their	their	PRON
aiti-14700	12	36	daily	daily	ADJ
aiti-14700	12	37	frustrations	frustration	NOUN
aiti-14700	12	38	.	.	PUNCT
aiti-14700	13	1	on	on	ADP
aiti-14700	13	2	sns	sns	PROPN
aiti-14700	13	3	,	,	PUNCT
aiti-14700	13	4	venting	vent	VERB
aiti-14700	13	5	complaints	complaint	NOUN
aiti-14700	13	6	is	be	AUX
aiti-14700	13	7	often	often	ADV
aiti-14700	13	8	seen	see	VERB
aiti-14700	13	9	as	as	ADP
aiti-14700	13	10	a	a	DET
aiti-14700	13	11	stress	stress	NOUN
aiti-14700	13	12	-	-	PUNCT
aiti-14700	13	13	relieving	relieve	VERB
aiti-14700	13	14	activity	activity	NOUN
aiti-14700	13	15	,	,	PUNCT
aiti-14700	13	16	providing	provide	VERB
aiti-14700	13	17	users	user	NOUN
aiti-14700	13	18	with	with	ADP
aiti-14700	13	19	an	an	DET
aiti-14700	13	20	emotional	emotional	ADJ
aiti-14700	13	21	outlet	outlet	NOUN
aiti-14700	14	1	[	[	X
aiti-14700	14	2	1	1	NUM
aiti-14700	14	3	]	]	PUNCT
aiti-14700	14	4	.	.	PUNCT
aiti-14700	15	1	on	on	ADP
aiti-14700	15	2	q&a	q&a	PROPN
aiti-14700	15	3	sites	site	NOUN
aiti-14700	15	4	,	,	PUNCT
aiti-14700	15	5	however	however	ADV
aiti-14700	15	6	,	,	PUNCT
aiti-14700	15	7	the	the	DET
aiti-14700	15	8	nature	nature	NOUN
aiti-14700	15	9	of	of	ADP
aiti-14700	15	10	complaints	complaint	NOUN
aiti-14700	15	11	differs	differ	VERB
aiti-14700	15	12	due	due	ADP
aiti-14700	15	13	to	to	ADP
aiti-14700	15	14	their	their	PRON
aiti-14700	15	15	primary	primary	ADJ
aiti-14700	15	16	function	function	NOUN
aiti-14700	15	17	as	as	ADP
aiti-14700	15	18	platforms	platform	NOUN
aiti-14700	15	19	for	for	ADP
aiti-14700	15	20	solving	solve	VERB
aiti-14700	15	21	problems	problem	NOUN
aiti-14700	15	22	and	and	CCONJ
aiti-14700	15	23	sharing	share	VERB
aiti-14700	15	24	practical	practical	ADJ
aiti-14700	15	25	knowledge	knowledge	NOUN
aiti-14700	15	26	.	.	PUNCT
aiti-14700	16	1	despite	despite	SCONJ
aiti-14700	16	2	this	this	PRON
aiti-14700	16	3	,	,	PUNCT
aiti-14700	16	4	complaints	complaint	NOUN
aiti-14700	16	5	are	be	AUX
aiti-14700	16	6	often	often	ADV
aiti-14700	16	7	posted	post	VERB
aiti-14700	16	8	on	on	ADP
aiti-14700	16	9	q&a	q&a	PROPN
aiti-14700	16	10	sites	site	NOUN
aiti-14700	16	11	,	,	PUNCT
aiti-14700	16	12	which	which	PRON
aiti-14700	16	13	diverges	diverge	VERB
aiti-14700	16	14	from	from	ADP
aiti-14700	16	15	their	their	PRON
aiti-14700	16	16	intended	intended	ADJ
aiti-14700	16	17	purpose	purpose	NOUN
aiti-14700	16	18	.	.	PUNCT
aiti-14700	17	1	this	this	DET
aiti-14700	17	2	phenomenon	phenomenon	NOUN
aiti-14700	17	3	can	can	AUX
aiti-14700	17	4	sometimes	sometimes	ADV
aiti-14700	17	5	reduce	reduce	VERB
aiti-14700	17	6	the	the	DET
aiti-14700	17	7	effectiveness	effectiveness	NOUN
aiti-14700	17	8	of	of	ADP
aiti-14700	17	9	these	these	DET
aiti-14700	17	10	platforms	platform	NOUN
aiti-14700	17	11	as	as	ADP
aiti-14700	17	12	reliable	reliable	ADJ
aiti-14700	17	13	sources	source	NOUN
aiti-14700	17	14	of	of	ADP
aiti-14700	17	15	information	information	NOUN
aiti-14700	17	16	.	.	PUNCT
aiti-14700	18	1	in	in	ADP
aiti-14700	18	2	japan	japan	PROPN
aiti-14700	18	3	,	,	PUNCT
aiti-14700	18	4	many	many	ADJ
aiti-14700	18	5	complaints	complaint	NOUN
aiti-14700	18	6	on	on	ADP
aiti-14700	18	7	q&a	q&a	PROPN
aiti-14700	18	8	sites	site	NOUN
aiti-14700	18	9	revolve	revolve	VERB
aiti-14700	18	10	around	around	ADP
aiti-14700	18	11	family	family	NOUN
aiti-14700	18	12	and	and	CCONJ
aiti-14700	18	13	child	child	NOUN
aiti-14700	18	14	-	-	PUNCT
aiti-14700	18	15	related	relate	VERB
aiti-14700	18	16	issues	issue	NOUN
aiti-14700	18	17	,	,	PUNCT
aiti-14700	18	18	such	such	ADJ
aiti-14700	18	19	as	as	ADP
aiti-14700	18	20	child	child	NOUN
aiti-14700	18	21	-	-	PUNCT
aiti-14700	18	22	rearing	rear	VERB
aiti-14700	18	23	and	and	CCONJ
aiti-14700	18	24	housework	housework	NOUN
aiti-14700	18	25	.	.	PUNCT
aiti-14700	19	1	these	these	DET
aiti-14700	19	2	topics	topic	NOUN
aiti-14700	19	3	represent	represent	VERB
aiti-14700	19	4	common	common	ADJ
aiti-14700	19	5	sources	source	NOUN
aiti-14700	19	6	of	of	ADP
aiti-14700	19	7	frustration	frustration	NOUN
aiti-14700	19	8	,	,	PUNCT
aiti-14700	19	9	particularly	particularly	ADV
aiti-14700	19	10	for	for	ADP
aiti-14700	19	11	mothers	mother	NOUN
aiti-14700	19	12	.	.	PUNCT
aiti-14700	20	1	previous	previous	ADJ
aiti-14700	20	2	studies	study	NOUN
aiti-14700	20	3	have	have	AUX
aiti-14700	20	4	also	also	ADV
aiti-14700	20	5	noted	note	VERB
aiti-14700	20	6	that	that	SCONJ
aiti-14700	20	7	family	family	NOUN
aiti-14700	20	8	-	-	PUNCT
aiti-14700	20	9	related	relate	VERB
aiti-14700	20	10	issues	issue	NOUN
aiti-14700	20	11	are	be	AUX
aiti-14700	20	12	a	a	DET
aiti-14700	20	13	recurring	recur	VERB
aiti-14700	20	14	theme	theme	NOUN
aiti-14700	20	15	in	in	ADP
aiti-14700	20	16	complaints	complaint	NOUN
aiti-14700	20	17	shared	share	VERB
aiti-14700	20	18	on	on	ADP
aiti-14700	20	19	online	online	ADJ
aiti-14700	20	20	platforms	platform	NOUN
aiti-14700	21	1	[	[	X
aiti-14700	21	2	2	2	NUM
aiti-14700	21	3	]	]	PUNCT
aiti-14700	21	4	.	.	PUNCT
aiti-14700	22	1	research	research	NOUN
aiti-14700	22	2	on	on	ADP
aiti-14700	22	3	complaints	complaint	NOUN
aiti-14700	22	4	has	have	AUX
aiti-14700	22	5	been	be	AUX
aiti-14700	22	6	limited	limit	VERB
aiti-14700	22	7	,	,	PUNCT
aiti-14700	22	8	particularly	particularly	ADV
aiti-14700	22	9	in	in	ADP
aiti-14700	22	10	the	the	DET
aiti-14700	22	11	context	context	NOUN
aiti-14700	22	12	of	of	ADP
aiti-14700	22	13	the	the	DET
aiti-14700	22	14	japanese	japanese	ADJ
aiti-14700	22	15	language	language	NOUN
aiti-14700	22	16	.	.	PUNCT
aiti-14700	23	1	regarding	regard	VERB
aiti-14700	23	2	japanese	japanese	ADJ
aiti-14700	23	3	complaints	complaint	NOUN
aiti-14700	23	4	,	,	PUNCT
aiti-14700	23	5	few	few	ADJ
aiti-14700	23	6	studies	study	NOUN
aiti-14700	23	7	have	have	AUX
aiti-14700	23	8	utilized	utilize	VERB
aiti-14700	23	9	data	data	NOUN
aiti-14700	23	10	-	-	PUNCT
aiti-14700	23	11	driven	drive	VERB
aiti-14700	23	12	approaches	approach	NOUN
aiti-14700	23	13	.	.	PUNCT
aiti-14700	24	1	for	for	ADP
aiti-14700	24	2	instance	instance	NOUN
aiti-14700	24	3	,	,	PUNCT
aiti-14700	24	4	aside	aside	ADV
aiti-14700	24	5	from	from	ADP
aiti-14700	24	6	ito	ito	PROPN
aiti-14700	24	7	et	et	PROPN
aiti-14700	24	8	al	al	PROPN
aiti-14700	24	9	.	.	PUNCT
aiti-14700	25	1	[	[	X
aiti-14700	25	2	3	3	NUM
aiti-14700	25	3	]	]	PUNCT
aiti-14700	25	4	,	,	PUNCT
aiti-14700	25	5	collected	collect	VERB
aiti-14700	25	6	complaints	complaint	NOUN
aiti-14700	25	7	from	from	ADP
aiti-14700	25	8	the	the	DET
aiti-14700	25	9	former	former	ADJ
aiti-14700	25	10	version	version	NOUN
aiti-14700	25	11	of	of	ADP
aiti-14700	25	12	twitter	twitter	NOUN
aiti-14700	25	13	and	and	CCONJ
aiti-14700	25	14	classified	classify	VERB
aiti-14700	25	15	them	they	PRON
aiti-14700	25	16	into	into	ADP
aiti-14700	25	17	11	11	NUM
aiti-14700	25	18	categories	category	NOUN
aiti-14700	25	19	based	base	VERB
aiti-14700	25	20	on	on	ADP
aiti-14700	25	21	their	their	PRON
aiti-14700	25	22	characteristics	characteristic	NOUN
aiti-14700	25	23	.	.	PUNCT
aiti-14700	26	1	moreover	moreover	ADV
aiti-14700	26	2	,	,	PUNCT
aiti-14700	26	3	ito	ito	PROPN
aiti-14700	26	4	et	et	PROPN
aiti-14700	26	5	al	al	PROPN
aiti-14700	26	6	.	.	PUNCT
aiti-14700	27	1	[	[	X
aiti-14700	27	2	4	4	NUM
aiti-14700	27	3	]	]	PUNCT
aiti-14700	27	4	developed	develop	VERB
aiti-14700	27	5	models	model	NOUN
aiti-14700	27	6	that	that	PRON
aiti-14700	27	7	incorporate	incorporate	VERB
aiti-14700	27	8	the	the	DET
aiti-14700	27	9	subject	subject	NOUN
aiti-14700	27	10	of	of	ADP
aiti-14700	27	11	the	the	DET
aiti-14700	27	12	complaint	complaint	NOUN
aiti-14700	27	13	to	to	PART
aiti-14700	27	14	improve	improve	VERB
aiti-14700	27	15	classification	classification	NOUN
aiti-14700	27	16	accuracy	accuracy	NOUN
aiti-14700	27	17	.	.	PUNCT
aiti-14700	28	1	most	most	ADJ
aiti-14700	28	2	studies	study	NOUN
aiti-14700	28	3	have	have	AUX
aiti-14700	28	4	focused	focus	VERB
aiti-14700	28	5	on	on	ADP
aiti-14700	28	6	linguistic	linguistic	ADJ
aiti-14700	28	7	or	or	CCONJ
aiti-14700	28	8	psychological	psychological	ADJ
aiti-14700	28	9	perspectives	perspective	NOUN
aiti-14700	28	10	rather	rather	ADV
aiti-14700	28	11	than	than	ADP
aiti-14700	28	12	leveraging	leverage	VERB
aiti-14700	28	13	data	datum	NOUN
aiti-14700	28	14	for	for	ADP
aiti-14700	28	15	analysis	analysis	NOUN
aiti-14700	28	16	.	.	PUNCT
aiti-14700	29	1	in	in	ADP
aiti-14700	29	2	contrast	contrast	NOUN
aiti-14700	29	3	,	,	PUNCT
aiti-14700	29	4	substantial	substantial	ADJ
aiti-14700	29	5	research	research	NOUN
aiti-14700	29	6	has	have	AUX
aiti-14700	29	7	been	be	AUX
aiti-14700	29	8	conducted	conduct	VERB
aiti-14700	29	9	on	on	ADP
aiti-14700	29	10	complaints	complaint	NOUN
aiti-14700	29	11	in	in	ADP
aiti-14700	29	12	other	other	ADJ
aiti-14700	29	13	languages	language	NOUN
aiti-14700	29	14	.	.	PUNCT
aiti-14700	30	1	for	for	ADP
aiti-14700	30	2	example	example	NOUN
aiti-14700	30	3	,	,	PUNCT
aiti-14700	30	4	preotiuc	preotiuc	NOUN
aiti-14700	30	5	-	-	PUNCT
aiti-14700	30	6	pietro	pietro	NOUN
aiti-14700	30	7	et	et	PROPN
aiti-14700	30	8	al	al	PROPN
aiti-14700	30	9	.	.	PUNCT
aiti-14700	31	1	[	[	X
aiti-14700	31	2	5	5	NUM
aiti-14700	31	3	]	]	PUNCT
aiti-14700	31	4	developed	develop	VERB
aiti-14700	31	5	a	a	DET
aiti-14700	31	6	model	model	NOUN
aiti-14700	31	7	to	to	PART
aiti-14700	31	8	automatically	automatically	ADV
aiti-14700	31	9	classify	classify	VERB
aiti-14700	31	10	the	the	DET
aiti-14700	31	11	existence	existence	NOUN
aiti-14700	31	12	and	and	CCONJ
aiti-14700	31	13	types	type	NOUN
aiti-14700	31	14	of	of	ADP
aiti-14700	31	15	complaints	complaint	NOUN
aiti-14700	31	16	.	.	PUNCT
aiti-14700	32	1	jin	jin	NOUN
aiti-14700	32	2	and	and	CCONJ
aiti-14700	32	3	aletras	aletra	NOUN
aiti-14700	33	1	[	[	X
aiti-14700	33	2	6	6	NUM
aiti-14700	33	3	]	]	PUNCT
aiti-14700	33	4	created	create	VERB
aiti-14700	33	5	a	a	DET
aiti-14700	33	6	model	model	NOUN
aiti-14700	33	7	that	that	SCONJ
aiti-14700	33	8	*	*	PUNCT
aiti-14700	33	9	corresponding	correspond	VERB
aiti-14700	33	10	author	author	NOUN
aiti-14700	33	11	.	.	PUNCT
aiti-14700	34	1	e	e	X
aiti-14700	34	2	-	-	NOUN
aiti-14700	34	3	mail	mail	NOUN
aiti-14700	34	4	address	address	NOUN
aiti-14700	34	5	:	:	PUNCT
aiti-14700	34	6	a19.pb66@g.chuo-u.ac.jp	a19.pb66@g.chuo-u.ac.jp	ADJ
aiti-14700	34	7	advances	advance	NOUN
aiti-14700	34	8	in	in	ADP
aiti-14700	34	9	technology	technology	NOUN
aiti-14700	34	10	innovation	innovation	NOUN
aiti-14700	34	11	,	,	PUNCT
aiti-14700	34	12	vol	vol	NOUN
aiti-14700	34	13	.	.	PROPN
aiti-14700	35	1	10	10	NUM
aiti-14700	35	2	,	,	PUNCT
aiti-14700	35	3	no	no	INTJ
aiti-14700	35	4	.	.	NOUN
aiti-14700	35	5	4	4	NUM
aiti-14700	35	6	,	,	PUNCT
aiti-14700	35	7	2025	2025	NUM
aiti-14700	35	8	,	,	PUNCT
aiti-14700	35	9	pp	pp	ADJ
aiti-14700	35	10	.	.	PUNCT
aiti-14700	36	1	383	383	NUM
aiti-14700	36	2	-	-	SYM
aiti-14700	36	3	394	394	NUM
aiti-14700	36	4	384	384	NUM
aiti-14700	36	5	categorized	categorize	VERB
aiti-14700	36	6	complaints	complaint	NOUN
aiti-14700	36	7	into	into	ADP
aiti-14700	36	8	four	four	NUM
aiti-14700	36	9	types	type	NOUN
aiti-14700	36	10	:	:	PUNCT
aiti-14700	36	11	“	"	PUNCT
aiti-14700	36	12	no	no	DET
aiti-14700	36	13	explicit	explicit	ADJ
aiti-14700	36	14	reproach	reproach	NOUN
aiti-14700	36	15	,	,	PUNCT
aiti-14700	36	16	”	"	PUNCT
aiti-14700	36	17	“	"	PUNCT
aiti-14700	36	18	disapproval	disapproval	NOUN
aiti-14700	36	19	,	,	PUNCT
aiti-14700	36	20	”	"	PUNCT
aiti-14700	36	21	“	"	PUNCT
aiti-14700	36	22	accusation	accusation	NOUN
aiti-14700	36	23	,	,	PUNCT
aiti-14700	36	24	”	"	PUNCT
aiti-14700	36	25	and	and	CCONJ
aiti-14700	36	26	“	"	PUNCT
aiti-14700	36	27	blame	blame	NOUN
aiti-14700	36	28	.	.	PUNCT
aiti-14700	36	29	”	"	PUNCT
aiti-14700	37	1	fang	fang	PROPN
aiti-14700	37	2	et	et	PROPN
aiti-14700	37	3	al	al	PROPN
aiti-14700	37	4	.	.	PUNCT
aiti-14700	38	1	[	[	X
aiti-14700	38	2	7	7	X
aiti-14700	38	3	]	]	PUNCT
aiti-14700	38	4	proposed	propose	VERB
aiti-14700	38	5	using	use	VERB
aiti-14700	38	6	best	well	ADV
aiti-14700	38	7	-	-	PUNCT
aiti-14700	38	8	worst	bad	ADJ
aiti-14700	38	9	scaling	scaling	NOUN
aiti-14700	38	10	to	to	PART
aiti-14700	38	11	represent	represent	VERB
aiti-14700	38	12	the	the	DET
aiti-14700	38	13	intensity	intensity	NOUN
aiti-14700	38	14	of	of	ADP
aiti-14700	38	15	complaints	complaint	NOUN
aiti-14700	38	16	,	,	PUNCT
aiti-14700	38	17	pioneering	pioneer	VERB
aiti-14700	38	18	quantitative	quantitative	ADJ
aiti-14700	38	19	evaluation	evaluation	NOUN
aiti-14700	38	20	in	in	ADP
aiti-14700	38	21	this	this	DET
aiti-14700	38	22	area	area	NOUN
aiti-14700	38	23	.	.	PUNCT
aiti-14700	39	1	tian	tian	PROPN
aiti-14700	39	2	et	et	PROPN
aiti-14700	39	3	al	al	PROPN
aiti-14700	39	4	.	.	PUNCT
aiti-14700	40	1	[	[	X
aiti-14700	40	2	8	8	NUM
aiti-14700	40	3	]	]	PUNCT
aiti-14700	40	4	developed	develop	VERB
aiti-14700	40	5	an	an	DET
aiti-14700	40	6	automated	automate	VERB
aiti-14700	40	7	system	system	NOUN
aiti-14700	40	8	for	for	ADP
aiti-14700	40	9	processing	process	VERB
aiti-14700	40	10	customer	customer	NOUN
aiti-14700	40	11	complaints	complaint	NOUN
aiti-14700	40	12	in	in	ADP
aiti-14700	40	13	the	the	DET
aiti-14700	40	14	water	water	NOUN
aiti-14700	40	15	utility	utility	NOUN
aiti-14700	40	16	sector	sector	NOUN
aiti-14700	40	17	by	by	ADP
aiti-14700	40	18	leveraging	leverage	VERB
aiti-14700	40	19	word	word	NOUN
aiti-14700	40	20	vector	vector	NOUN
aiti-14700	40	21	-	-	PUNCT
aiti-14700	40	22	based	base	VERB
aiti-14700	40	23	similarity	similarity	NOUN
aiti-14700	40	24	,	,	PUNCT
aiti-14700	40	25	sentiment	sentiment	NOUN
aiti-14700	40	26	analysis	analysis	NOUN
aiti-14700	40	27	,	,	PUNCT
aiti-14700	40	28	and	and	CCONJ
aiti-14700	40	29	intent	intent	ADJ
aiti-14700	40	30	recognition	recognition	NOUN
aiti-14700	40	31	using	use	VERB
aiti-14700	40	32	nlp	nlp	ADJ
aiti-14700	40	33	tools	tool	NOUN
aiti-14700	40	34	such	such	ADJ
aiti-14700	40	35	as	as	ADP
aiti-14700	40	36	spacy	spacy	NOUN
aiti-14700	40	37	and	and	CCONJ
aiti-14700	40	38	rasa	rasa	PROPN
aiti-14700	40	39	.	.	PUNCT
aiti-14700	41	1	more	more	ADV
aiti-14700	41	2	recently	recently	ADV
aiti-14700	41	3	,	,	PUNCT
aiti-14700	41	4	alarifi	alarifi	PROPN
aiti-14700	41	5	et	et	PROPN
aiti-14700	41	6	al	al	PROPN
aiti-14700	41	7	.	.	PUNCT
aiti-14700	42	1	[	[	X
aiti-14700	42	2	9	9	NUM
aiti-14700	42	3	]	]	X
aiti-14700	42	4	employed	employ	VERB
aiti-14700	42	5	machine	machine	NOUN
aiti-14700	42	6	learning	learning	NOUN
aiti-14700	42	7	approaches	approach	NOUN
aiti-14700	42	8	,	,	PUNCT
aiti-14700	42	9	including	include	VERB
aiti-14700	42	10	logistic	logistic	ADJ
aiti-14700	42	11	regression	regression	NOUN
aiti-14700	42	12	and	and	CCONJ
aiti-14700	42	13	support	support	VERB
aiti-14700	42	14	vector	vector	NOUN
aiti-14700	42	15	machines	machine	NOUN
aiti-14700	42	16	,	,	PUNCT
aiti-14700	42	17	to	to	PART
aiti-14700	42	18	effectively	effectively	ADV
aiti-14700	42	19	predict	predict	VERB
aiti-14700	42	20	and	and	CCONJ
aiti-14700	42	21	analyze	analyze	VERB
aiti-14700	42	22	customer	customer	NOUN
aiti-14700	42	23	complaint	complaint	NOUN
aiti-14700	42	24	data	datum	NOUN
aiti-14700	42	25	,	,	PUNCT
aiti-14700	42	26	demonstrating	demonstrate	VERB
aiti-14700	42	27	their	their	PRON
aiti-14700	42	28	utility	utility	NOUN
aiti-14700	42	29	in	in	ADP
aiti-14700	42	30	understanding	understand	VERB
aiti-14700	42	31	consumer	consumer	NOUN
aiti-14700	42	32	grievances	grievance	NOUN
aiti-14700	42	33	.	.	PUNCT
aiti-14700	43	1	additionally	additionally	ADV
aiti-14700	43	2	,	,	PUNCT
aiti-14700	43	3	jin	jin	PROPN
aiti-14700	43	4	et	et	PROPN
aiti-14700	43	5	al	al	PROPN
aiti-14700	43	6	.	.	PUNCT
aiti-14700	44	1	[	[	X
aiti-14700	44	2	10	10	NUM
aiti-14700	44	3	]	]	PUNCT
aiti-14700	44	4	introduced	introduce	VERB
aiti-14700	44	5	a	a	DET
aiti-14700	44	6	method	method	NOUN
aiti-14700	44	7	for	for	ADP
aiti-14700	44	8	enhancing	enhance	VERB
aiti-14700	44	9	the	the	DET
aiti-14700	44	10	representation	representation	NOUN
aiti-14700	44	11	of	of	ADP
aiti-14700	44	12	complaints	complaint	NOUN
aiti-14700	44	13	through	through	ADP
aiti-14700	44	14	word	word	NOUN
aiti-14700	44	15	embeddings	embedding	NOUN
aiti-14700	44	16	and	and	CCONJ
aiti-14700	44	17	utilized	utilize	VERB
aiti-14700	44	18	a	a	DET
aiti-14700	44	19	deep	deep	ADJ
aiti-14700	44	20	learning	learning	NOUN
aiti-14700	44	21	approach	approach	NOUN
aiti-14700	44	22	to	to	PART
aiti-14700	44	23	improve	improve	VERB
aiti-14700	44	24	classification	classification	NOUN
aiti-14700	44	25	accuracy	accuracy	NOUN
aiti-14700	44	26	.	.	PUNCT
aiti-14700	45	1	complaints	complaint	NOUN
aiti-14700	45	2	have	have	AUX
aiti-14700	45	3	also	also	ADV
aiti-14700	45	4	been	be	AUX
aiti-14700	45	5	utilized	utilize	VERB
aiti-14700	45	6	in	in	ADP
aiti-14700	45	7	product	product	NOUN
aiti-14700	45	8	development	development	NOUN
aiti-14700	45	9	to	to	PART
aiti-14700	45	10	identify	identify	VERB
aiti-14700	45	11	customer	customer	NOUN
aiti-14700	45	12	needs	need	NOUN
aiti-14700	45	13	and	and	CCONJ
aiti-14700	45	14	improve	improve	VERB
aiti-14700	45	15	product	product	NOUN
aiti-14700	45	16	offerings	offering	NOUN
aiti-14700	45	17	.	.	PUNCT
aiti-14700	46	1	in	in	ADP
aiti-14700	46	2	this	this	DET
aiti-14700	46	3	context	context	NOUN
aiti-14700	46	4	,	,	PUNCT
aiti-14700	46	5	recent	recent	ADJ
aiti-14700	46	6	work	work	NOUN
aiti-14700	46	7	by	by	ADP
aiti-14700	46	8	wang	wang	PROPN
aiti-14700	46	9	et	et	PROPN
aiti-14700	46	10	al	al	PROPN
aiti-14700	46	11	.	.	PUNCT
aiti-14700	47	1	[	[	X
aiti-14700	47	2	11	11	NUM
aiti-14700	47	3	]	]	PUNCT
aiti-14700	47	4	explored	explore	VERB
aiti-14700	47	5	how	how	SCONJ
aiti-14700	47	6	customer	customer	NOUN
aiti-14700	47	7	complaints	complaint	NOUN
aiti-14700	47	8	can	can	AUX
aiti-14700	47	9	be	be	AUX
aiti-14700	47	10	used	use	VERB
aiti-14700	47	11	as	as	ADP
aiti-14700	47	12	a	a	DET
aiti-14700	47	13	valuable	valuable	ADJ
aiti-14700	47	14	source	source	NOUN
aiti-14700	47	15	of	of	ADP
aiti-14700	47	16	feedback	feedback	NOUN
aiti-14700	47	17	for	for	ADP
aiti-14700	47	18	product	product	NOUN
aiti-14700	47	19	innovation	innovation	NOUN
aiti-14700	47	20	and	and	CCONJ
aiti-14700	47	21	development	development	NOUN
aiti-14700	47	22	.	.	PUNCT
aiti-14700	48	1	however	however	ADV
aiti-14700	48	2	,	,	PUNCT
aiti-14700	48	3	these	these	DET
aiti-14700	48	4	studies	study	NOUN
aiti-14700	48	5	primarily	primarily	ADV
aiti-14700	48	6	focus	focus	VERB
aiti-14700	48	7	on	on	ADP
aiti-14700	48	8	the	the	DET
aiti-14700	48	9	severity	severity	NOUN
aiti-14700	48	10	or	or	CCONJ
aiti-14700	48	11	subject	subject	NOUN
aiti-14700	48	12	of	of	ADP
aiti-14700	48	13	complaints	complaint	NOUN
aiti-14700	48	14	,	,	PUNCT
aiti-14700	48	15	with	with	ADP
aiti-14700	48	16	less	less	ADJ
aiti-14700	48	17	attention	attention	NOUN
aiti-14700	48	18	given	give	VERB
aiti-14700	48	19	to	to	ADP
aiti-14700	48	20	complaints	complaint	NOUN
aiti-14700	48	21	specifically	specifically	ADV
aiti-14700	48	22	related	relate	VERB
aiti-14700	48	23	to	to	ADP
aiti-14700	48	24	child	child	NOUN
aiti-14700	48	25	-	-	PUNCT
aiti-14700	48	26	rearing	rearing	NOUN
aiti-14700	48	27	.	.	PUNCT
aiti-14700	49	1	based	base	VERB
aiti-14700	49	2	on	on	ADP
aiti-14700	49	3	these	these	DET
aiti-14700	49	4	situations	situation	NOUN
aiti-14700	49	5	,	,	PUNCT
aiti-14700	49	6	this	this	DET
aiti-14700	49	7	study	study	NOUN
aiti-14700	49	8	aims	aim	VERB
aiti-14700	49	9	to	to	PART
aiti-14700	49	10	classify	classify	VERB
aiti-14700	49	11	complaints	complaint	NOUN
aiti-14700	49	12	related	relate	VERB
aiti-14700	49	13	to	to	ADP
aiti-14700	49	14	child	child	NOUN
aiti-14700	49	15	-	-	PUNCT
aiti-14700	49	16	rearing	rear	VERB
aiti-14700	49	17	using	use	VERB
aiti-14700	49	18	data	datum	NOUN
aiti-14700	49	19	derived	derive	VERB
aiti-14700	49	20	from	from	ADP
aiti-14700	49	21	a	a	DET
aiti-14700	49	22	japanese	japanese	ADJ
aiti-14700	49	23	q&a	q&a	PROPN
aiti-14700	49	24	site	site	NOUN
aiti-14700	49	25	.	.	PUNCT
aiti-14700	50	1	to	to	PART
aiti-14700	50	2	address	address	VERB
aiti-14700	50	3	the	the	DET
aiti-14700	50	4	challenges	challenge	NOUN
aiti-14700	50	5	associated	associate	VERB
aiti-14700	50	6	with	with	ADP
aiti-14700	50	7	limited	limited	ADJ
aiti-14700	50	8	labeled	label	VERB
aiti-14700	50	9	training	training	NOUN
aiti-14700	50	10	data	datum	NOUN
aiti-14700	50	11	,	,	PUNCT
aiti-14700	50	12	this	this	DET
aiti-14700	50	13	study	study	NOUN
aiti-14700	50	14	explores	explore	VERB
aiti-14700	50	15	the	the	DET
aiti-14700	50	16	use	use	NOUN
aiti-14700	50	17	of	of	ADP
aiti-14700	50	18	generative	generative	ADJ
aiti-14700	50	19	ai	ai	NOUN
aiti-14700	50	20	,	,	PUNCT
aiti-14700	50	21	specifically	specifically	ADV
aiti-14700	50	22	chatgpt	chatgpt	NOUN
aiti-14700	50	23	by	by	ADP
aiti-14700	50	24	openai	openai	NOUN
aiti-14700	50	25	,	,	PUNCT
aiti-14700	50	26	as	as	ADP
aiti-14700	50	27	a	a	DET
aiti-14700	50	28	tool	tool	NOUN
aiti-14700	50	29	for	for	ADP
aiti-14700	50	30	augmenting	augment	VERB
aiti-14700	50	31	datasets	dataset	NOUN
aiti-14700	50	32	.	.	PUNCT
aiti-14700	51	1	by	by	ADP
aiti-14700	51	2	generating	generate	VERB
aiti-14700	51	3	additional	additional	ADJ
aiti-14700	51	4	data	datum	NOUN
aiti-14700	51	5	aligned	align	VERB
aiti-14700	51	6	with	with	ADP
aiti-14700	51	7	specific	specific	ADJ
aiti-14700	51	8	criteria	criterion	NOUN
aiti-14700	51	9	,	,	PUNCT
aiti-14700	51	10	the	the	DET
aiti-14700	51	11	study	study	NOUN
aiti-14700	51	12	evaluates	evaluate	VERB
aiti-14700	51	13	the	the	DET
aiti-14700	51	14	impact	impact	NOUN
aiti-14700	51	15	of	of	ADP
aiti-14700	51	16	ai	ai	ADJ
aiti-14700	51	17	-	-	PUNCT
aiti-14700	51	18	generated	generate	VERB
aiti-14700	51	19	data	datum	NOUN
aiti-14700	51	20	on	on	ADP
aiti-14700	51	21	classification	classification	NOUN
aiti-14700	51	22	performance	performance	NOUN
aiti-14700	51	23	and	and	CCONJ
aiti-14700	51	24	compares	compare	VERB
aiti-14700	51	25	it	it	PRON
aiti-14700	51	26	to	to	ADP
aiti-14700	51	27	traditional	traditional	ADJ
aiti-14700	51	28	data	datum	NOUN
aiti-14700	51	29	augmentation	augmentation	NOUN
aiti-14700	51	30	methods	method	NOUN
aiti-14700	51	31	.	.	PUNCT
aiti-14700	52	1	through	through	ADP
aiti-14700	52	2	this	this	DET
aiti-14700	52	3	approach	approach	NOUN
aiti-14700	52	4	,	,	PUNCT
aiti-14700	52	5	the	the	DET
aiti-14700	52	6	study	study	NOUN
aiti-14700	52	7	seeks	seek	VERB
aiti-14700	52	8	to	to	PART
aiti-14700	52	9	expand	expand	VERB
aiti-14700	52	10	the	the	DET
aiti-14700	52	11	available	available	ADJ
aiti-14700	52	12	dataset	dataset	NOUN
aiti-14700	52	13	,	,	PUNCT
aiti-14700	52	14	improve	improve	VERB
aiti-14700	52	15	classification	classification	NOUN
aiti-14700	52	16	accuracy	accuracy	NOUN
aiti-14700	52	17	,	,	PUNCT
aiti-14700	52	18	and	and	CCONJ
aiti-14700	52	19	provide	provide	VERB
aiti-14700	52	20	new	new	ADJ
aiti-14700	52	21	insights	insight	NOUN
aiti-14700	52	22	into	into	ADP
aiti-14700	52	23	the	the	DET
aiti-14700	52	24	potential	potential	NOUN
aiti-14700	52	25	of	of	ADP
aiti-14700	52	26	generative	generative	ADJ
aiti-14700	52	27	ai	ai	VERB
aiti-14700	52	28	in	in	ADP
aiti-14700	52	29	natural	natural	ADJ
aiti-14700	52	30	language	language	NOUN
aiti-14700	52	31	processing	processing	NOUN
aiti-14700	52	32	tasks	task	NOUN
aiti-14700	52	33	.	.	PUNCT
aiti-14700	53	1	2	2	X
aiti-14700	53	2	.	.	X
aiti-14700	53	3	data	datum	NOUN
aiti-14700	53	4	set	set	VERB
aiti-14700	53	5	this	this	DET
aiti-14700	53	6	section	section	NOUN
aiti-14700	53	7	describes	describe	VERB
aiti-14700	53	8	the	the	DET
aiti-14700	53	9	datasets	dataset	NOUN
aiti-14700	53	10	used	use	VERB
aiti-14700	53	11	for	for	ADP
aiti-14700	53	12	analyzing	analyze	VERB
aiti-14700	53	13	complaints	complaint	NOUN
aiti-14700	53	14	on	on	ADP
aiti-14700	53	15	parenting	parent	VERB
aiti-14700	53	16	q&a	q&a	PROPN
aiti-14700	53	17	sites	site	NOUN
aiti-14700	53	18	,	,	PUNCT
aiti-14700	53	19	including	include	VERB
aiti-14700	53	20	their	their	PRON
aiti-14700	53	21	sources	source	NOUN
aiti-14700	53	22	,	,	PUNCT
aiti-14700	53	23	preprocessing	preprocesse	VERB
aiti-14700	53	24	steps	step	NOUN
aiti-14700	53	25	,	,	PUNCT
aiti-14700	53	26	and	and	CCONJ
aiti-14700	53	27	key	key	ADJ
aiti-14700	53	28	characteristics	characteristic	NOUN
aiti-14700	53	29	.	.	PUNCT
aiti-14700	54	1	the	the	DET
aiti-14700	54	2	datasets	dataset	NOUN
aiti-14700	54	3	were	be	AUX
aiti-14700	54	4	selected	select	VERB
aiti-14700	54	5	to	to	PART
aiti-14700	54	6	provide	provide	VERB
aiti-14700	54	7	text	text	NOUN
aiti-14700	54	8	data	datum	NOUN
aiti-14700	54	9	specifically	specifically	ADV
aiti-14700	54	10	related	relate	VERB
aiti-14700	54	11	to	to	ADP
aiti-14700	54	12	parenting	parent	VERB
aiti-14700	54	13	,	,	PUNCT
aiti-14700	54	14	containing	contain	VERB
aiti-14700	54	15	a	a	DET
aiti-14700	54	16	substantial	substantial	ADJ
aiti-14700	54	17	number	number	NOUN
aiti-14700	54	18	of	of	ADP
aiti-14700	54	19	posts	post	NOUN
aiti-14700	54	20	expressing	express	VERB
aiti-14700	54	21	dissatisfaction	dissatisfaction	NOUN
aiti-14700	54	22	or	or	CCONJ
aiti-14700	54	23	complaints	complaint	NOUN
aiti-14700	54	24	,	,	PUNCT
aiti-14700	54	25	making	make	VERB
aiti-14700	54	26	them	they	PRON
aiti-14700	54	27	suitable	suitable	ADJ
aiti-14700	54	28	for	for	ADP
aiti-14700	54	29	the	the	DET
aiti-14700	54	30	objectives	objective	NOUN
aiti-14700	54	31	of	of	ADP
aiti-14700	54	32	this	this	DET
aiti-14700	54	33	study	study	NOUN
aiti-14700	54	34	.	.	PUNCT
aiti-14700	55	1	(	(	PUNCT
aiti-14700	55	2	1	1	X
aiti-14700	55	3	)	)	PUNCT
aiti-14700	55	4	data	datum	NOUN
aiti-14700	55	5	source	source	NOUN
aiti-14700	55	6	:	:	PUNCT
aiti-14700	55	7	this	this	DET
aiti-14700	55	8	study	study	NOUN
aiti-14700	55	9	analyzes	analyze	VERB
aiti-14700	55	10	data	datum	NOUN
aiti-14700	55	11	provided	provide	VERB
aiti-14700	55	12	by	by	ADP
aiti-14700	55	13	a	a	DET
aiti-14700	55	14	japanese	japanese	ADJ
aiti-14700	55	15	q&a	q&a	PROPN
aiti-14700	55	16	website	website	NOUN
aiti-14700	55	17	focused	focus	VERB
aiti-14700	55	18	on	on	ADP
aiti-14700	55	19	parenting	parenting	NOUN
aiti-14700	55	20	and	and	CCONJ
aiti-14700	55	21	household	household	NOUN
aiti-14700	55	22	matters	matter	NOUN
aiti-14700	55	23	.	.	PUNCT
aiti-14700	56	1	the	the	DET
aiti-14700	56	2	data	data	NOUN
aiti-14700	56	3	spans	span	VERB
aiti-14700	56	4	two	two	NUM
aiti-14700	56	5	years	year	NOUN
aiti-14700	56	6	,	,	PUNCT
aiti-14700	56	7	covering	cover	VERB
aiti-14700	56	8	2022	2022	NUM
aiti-14700	56	9	and	and	CCONJ
aiti-14700	56	10	2023	2023	NUM
aiti-14700	56	11	.	.	PUNCT
aiti-14700	57	1	all	all	DET
aiti-14700	57	2	users	user	NOUN
aiti-14700	57	3	have	have	AUX
aiti-14700	57	4	been	be	AUX
aiti-14700	57	5	anonymized	anonymize	VERB
aiti-14700	57	6	.	.	PUNCT
aiti-14700	58	1	this	this	DET
aiti-14700	58	2	website	website	NOUN
aiti-14700	58	3	is	be	AUX
aiti-14700	58	4	primarily	primarily	ADV
aiti-14700	58	5	used	use	VERB
aiti-14700	58	6	by	by	ADP
aiti-14700	58	7	mothers	mother	NOUN
aiti-14700	58	8	and	and	CCONJ
aiti-14700	58	9	serves	serve	VERB
aiti-14700	58	10	as	as	ADP
aiti-14700	58	11	both	both	CCONJ
aiti-14700	58	12	a	a	DET
aiti-14700	58	13	q&a	q&a	PROPN
aiti-14700	58	14	platform	platform	NOUN
aiti-14700	58	15	and	and	CCONJ
aiti-14700	58	16	a	a	DET
aiti-14700	58	17	resource	resource	NOUN
aiti-14700	58	18	offering	offer	VERB
aiti-14700	58	19	various	various	ADJ
aiti-14700	58	20	columns	column	NOUN
aiti-14700	58	21	and	and	CCONJ
aiti-14700	58	22	articles	article	NOUN
aiti-14700	58	23	related	relate	VERB
aiti-14700	58	24	to	to	ADP
aiti-14700	58	25	parenting	parent	VERB
aiti-14700	58	26	.	.	PUNCT
aiti-14700	59	1	(	(	PUNCT
aiti-14700	59	2	2	2	X
aiti-14700	59	3	)	)	PUNCT
aiti-14700	59	4	dataset	dataset	NOUN
aiti-14700	59	5	description	description	NOUN
aiti-14700	59	6	:	:	PUNCT
aiti-14700	59	7	the	the	DET
aiti-14700	59	8	dataset	dataset	NOUN
aiti-14700	59	9	consists	consist	VERB
aiti-14700	59	10	of	of	ADP
aiti-14700	59	11	a	a	DET
aiti-14700	59	12	total	total	NOUN
aiti-14700	59	13	of	of	ADP
aiti-14700	59	14	5,451,588	5,451,588	NUM
aiti-14700	59	15	entries	entry	NOUN
aiti-14700	59	16	and	and	CCONJ
aiti-14700	59	17	is	be	AUX
aiti-14700	59	18	composed	compose	VERB
aiti-14700	59	19	of	of	ADP
aiti-14700	59	20	question	question	NOUN
aiti-14700	59	21	data	datum	NOUN
aiti-14700	59	22	and	and	CCONJ
aiti-14700	59	23	corresponding	corresponding	ADJ
aiti-14700	59	24	answer	answer	NOUN
aiti-14700	59	25	data	datum	NOUN
aiti-14700	59	26	.	.	PUNCT
aiti-14700	60	1	in	in	ADP
aiti-14700	60	2	this	this	DET
aiti-14700	60	3	study	study	NOUN
aiti-14700	60	4	,	,	PUNCT
aiti-14700	60	5	only	only	ADV
aiti-14700	60	6	question	question	NOUN
aiti-14700	60	7	data	datum	NOUN
aiti-14700	60	8	was	be	AUX
aiti-14700	60	9	used	use	VERB
aiti-14700	60	10	for	for	ADP
aiti-14700	60	11	analysis	analysis	NOUN
aiti-14700	60	12	.	.	PUNCT
aiti-14700	61	1	the	the	DET
aiti-14700	61	2	dataset	dataset	NOUN
aiti-14700	61	3	includes	include	VERB
aiti-14700	61	4	the	the	DET
aiti-14700	61	5	following	follow	VERB
aiti-14700	61	6	columns	column	NOUN
aiti-14700	61	7	:	:	PUNCT
aiti-14700	61	8	•	•	NUM
aiti-14700	61	9	question	question	NOUN
aiti-14700	62	1	i	i	PROPN
aiti-14700	62	2	d	d	NOUN
aiti-14700	62	3	:	:	PUNCT
aiti-14700	62	4	each	each	DET
aiti-14700	62	5	post	post	NOUN
aiti-14700	62	6	is	be	AUX
aiti-14700	62	7	uniquely	uniquely	ADV
aiti-14700	62	8	identified	identify	VERB
aiti-14700	62	9	and	and	CCONJ
aiti-14700	62	10	linked	link	VERB
aiti-14700	62	11	to	to	ADP
aiti-14700	62	12	its	its	PRON
aiti-14700	62	13	corresponding	correspond	VERB
aiti-14700	62	14	answer	answer	NOUN
aiti-14700	62	15	.	.	PUNCT
aiti-14700	63	1	•	•	NUM
aiti-14700	63	2	user	user	NOUN
aiti-14700	64	1	i	i	PROPN
aiti-14700	64	2	d	d	PROPN
aiti-14700	64	3	:	:	PUNCT
aiti-14700	64	4	a	a	DET
aiti-14700	64	5	unique	unique	ADJ
aiti-14700	64	6	value	value	NOUN
aiti-14700	64	7	is	be	AUX
aiti-14700	64	8	assigned	assign	VERB
aiti-14700	64	9	to	to	ADP
aiti-14700	64	10	each	each	DET
aiti-14700	64	11	user	user	NOUN
aiti-14700	64	12	.	.	PUNCT
aiti-14700	65	1	•	•	NOUN
aiti-14700	65	2	category	category	NOUN
aiti-14700	65	3	i	i	NOUN
aiti-14700	65	4	d	d	NOUN
aiti-14700	65	5	:	:	PUNCT
aiti-14700	65	6	each	each	DET
aiti-14700	65	7	post	post	NOUN
aiti-14700	65	8	can	can	AUX
aiti-14700	65	9	be	be	AUX
aiti-14700	65	10	assigned	assign	VERB
aiti-14700	65	11	to	to	ADP
aiti-14700	65	12	a	a	DET
aiti-14700	65	13	category	category	NOUN
aiti-14700	65	14	selected	select	VERB
aiti-14700	65	15	by	by	ADP
aiti-14700	65	16	the	the	DET
aiti-14700	65	17	poster	poster	NOUN
aiti-14700	65	18	from	from	ADP
aiti-14700	65	19	among	among	ADP
aiti-14700	65	20	15	15	NUM
aiti-14700	65	21	available	available	ADJ
aiti-14700	65	22	categories	category	NOUN
aiti-14700	65	23	.	.	PUNCT
aiti-14700	66	1	•	•	NUM
aiti-14700	66	2	content	content	NOUN
aiti-14700	66	3	:	:	PUNCT
aiti-14700	66	4	the	the	DET
aiti-14700	66	5	actual	actual	ADJ
aiti-14700	66	6	content	content	NOUN
aiti-14700	66	7	of	of	ADP
aiti-14700	66	8	the	the	DET
aiti-14700	66	9	post	post	NOUN
aiti-14700	66	10	written	write	VERB
aiti-14700	66	11	by	by	ADP
aiti-14700	66	12	the	the	DET
aiti-14700	66	13	user	user	NOUN
aiti-14700	66	14	is	be	AUX
aiti-14700	66	15	included	include	VERB
aiti-14700	66	16	.	.	PUNCT
aiti-14700	67	1	•	•	NUM
aiti-14700	67	2	created	create	VERB
aiti-14700	67	3	date	date	NOUN
aiti-14700	67	4	:	:	PUNCT
aiti-14700	67	5	the	the	DET
aiti-14700	67	6	date	date	NOUN
aiti-14700	67	7	and	and	CCONJ
aiti-14700	67	8	time	time	NOUN
aiti-14700	67	9	when	when	SCONJ
aiti-14700	67	10	the	the	DET
aiti-14700	67	11	post	post	NOUN
aiti-14700	67	12	was	be	AUX
aiti-14700	67	13	submitted	submit	VERB
aiti-14700	67	14	are	be	AUX
aiti-14700	67	15	recorded	record	VERB
aiti-14700	67	16	.	.	PUNCT
aiti-14700	68	1	(	(	PUNCT
aiti-14700	68	2	3	3	X
aiti-14700	68	3	)	)	PUNCT
aiti-14700	68	4	preprocessing	preprocessing	NOUN
aiti-14700	68	5	:	:	PUNCT
aiti-14700	68	6	the	the	DET
aiti-14700	68	7	raw	raw	ADJ
aiti-14700	68	8	text	text	NOUN
aiti-14700	68	9	data	datum	NOUN
aiti-14700	68	10	underwent	undergo	VERB
aiti-14700	68	11	several	several	ADJ
aiti-14700	68	12	preprocessing	preprocessing	NOUN
aiti-14700	68	13	steps	step	NOUN
aiti-14700	68	14	in	in	ADP
aiti-14700	68	15	preparation	preparation	NOUN
aiti-14700	68	16	for	for	ADP
aiti-14700	68	17	analysis	analysis	NOUN
aiti-14700	68	18	:	:	PUNCT
aiti-14700	68	19	•	•	NUM
aiti-14700	68	20	segmentation	segmentation	NOUN
aiti-14700	68	21	using	use	VERB
aiti-14700	68	22	morphological	morphological	ADJ
aiti-14700	68	23	analysis	analysis	NOUN
aiti-14700	68	24	:	:	PUNCT
aiti-14700	68	25	since	since	SCONJ
aiti-14700	68	26	japanese	japanese	PROPN
aiti-14700	68	27	does	do	AUX
aiti-14700	68	28	not	not	PART
aiti-14700	68	29	separate	separate	VERB
aiti-14700	68	30	words	word	NOUN
aiti-14700	68	31	with	with	ADP
aiti-14700	68	32	spaces	space	NOUN
aiti-14700	68	33	,	,	PUNCT
aiti-14700	68	34	it	it	PRON
aiti-14700	68	35	is	be	AUX
aiti-14700	68	36	necessary	necessary	ADJ
aiti-14700	68	37	to	to	PART
aiti-14700	68	38	divide	divide	VERB
aiti-14700	68	39	the	the	DET
aiti-14700	68	40	text	text	NOUN
aiti-14700	68	41	into	into	ADP
aiti-14700	68	42	individual	individual	ADJ
aiti-14700	68	43	words	word	NOUN
aiti-14700	68	44	through	through	ADP
aiti-14700	68	45	morphological	morphological	ADJ
aiti-14700	68	46	analysis	analysis	NOUN
aiti-14700	68	47	.	.	PUNCT
aiti-14700	69	1	•	•	NUM
aiti-14700	69	2	removal	removal	NOUN
aiti-14700	69	3	of	of	ADP
aiti-14700	69	4	unnecessary	unnecessary	ADJ
aiti-14700	69	5	numbers	number	NOUN
aiti-14700	69	6	and	and	CCONJ
aiti-14700	69	7	symbols	symbol	NOUN
aiti-14700	69	8	:	:	PUNCT
aiti-14700	69	9	numbers	number	NOUN
aiti-14700	69	10	and	and	CCONJ
aiti-14700	69	11	symbols	symbol	NOUN
aiti-14700	69	12	do	do	AUX
aiti-14700	69	13	not	not	PART
aiti-14700	69	14	carry	carry	VERB
aiti-14700	69	15	meaningful	meaningful	ADJ
aiti-14700	69	16	information	information	NOUN
aiti-14700	69	17	on	on	ADP
aiti-14700	69	18	their	their	PRON
aiti-14700	69	19	own	own	ADJ
aiti-14700	69	20	and	and	CCONJ
aiti-14700	69	21	need	need	VERB
aiti-14700	69	22	to	to	PART
aiti-14700	69	23	be	be	AUX
aiti-14700	69	24	removed	remove	VERB
aiti-14700	69	25	for	for	ADP
aiti-14700	69	26	analysis	analysis	NOUN
aiti-14700	69	27	.	.	PUNCT
aiti-14700	70	1	advances	advance	NOUN
aiti-14700	70	2	in	in	ADP
aiti-14700	70	3	technology	technology	NOUN
aiti-14700	70	4	innovation	innovation	NOUN
aiti-14700	70	5	,	,	PUNCT
aiti-14700	70	6	vol	vol	NOUN
aiti-14700	70	7	.	.	PROPN
aiti-14700	71	1	10	10	NUM
aiti-14700	71	2	,	,	PUNCT
aiti-14700	71	3	no	no	INTJ
aiti-14700	71	4	.	.	NOUN
aiti-14700	71	5	4	4	NUM
aiti-14700	71	6	,	,	PUNCT
aiti-14700	71	7	2025	2025	NUM
aiti-14700	71	8	,	,	PUNCT
aiti-14700	71	9	pp	pp	ADJ
aiti-14700	71	10	.	.	PUNCT
aiti-14700	72	1	383	383	NUM
aiti-14700	72	2	-	-	SYM
aiti-14700	72	3	394	394	NUM
aiti-14700	72	4	385	385	NUM
aiti-14700	72	5	(	(	PUNCT
aiti-14700	72	6	4	4	X
aiti-14700	72	7	)	)	PUNCT
aiti-14700	72	8	summary	summary	NOUN
aiti-14700	72	9	of	of	ADP
aiti-14700	72	10	categories	category	NOUN
aiti-14700	72	11	:	:	PUNCT
aiti-14700	72	12	table	table	NOUN
aiti-14700	72	13	1	1	NUM
aiti-14700	72	14	summarizes	summarize	NOUN
aiti-14700	72	15	the	the	DET
aiti-14700	72	16	15	15	NUM
aiti-14700	72	17	content	content	NOUN
aiti-14700	72	18	categories	category	NOUN
aiti-14700	72	19	available	available	ADJ
aiti-14700	72	20	on	on	ADP
aiti-14700	72	21	the	the	DET
aiti-14700	72	22	parenting	parenting	NOUN
aiti-14700	72	23	q&a	q&a	PROPN
aiti-14700	72	24	site	site	NOUN
aiti-14700	72	25	,	,	PUNCT
aiti-14700	72	26	along	along	ADP
aiti-14700	72	27	with	with	ADP
aiti-14700	72	28	their	their	PRON
aiti-14700	72	29	respective	respective	ADJ
aiti-14700	72	30	proportions	proportion	NOUN
aiti-14700	72	31	.	.	PUNCT
aiti-14700	73	1	the	the	DET
aiti-14700	73	2	largest	large	ADJ
aiti-14700	73	3	category	category	NOUN
aiti-14700	73	4	,	,	PUNCT
aiti-14700	73	5	“	"	PUNCT
aiti-14700	73	6	parenting	parenting	NOUN
aiti-14700	73	7	&	&	CCONJ
aiti-14700	73	8	goods	good	NOUN
aiti-14700	73	9	”	"	PUNCT
aiti-14700	73	10	(	(	PUNCT
aiti-14700	73	11	34.3	34.3	NUM
aiti-14700	73	12	%	%	NOUN
aiti-14700	73	13	)	)	PUNCT
aiti-14700	73	14	,	,	PUNCT
aiti-14700	73	15	includes	include	VERB
aiti-14700	73	16	questions	question	NOUN
aiti-14700	73	17	and	and	CCONJ
aiti-14700	73	18	complaints	complaint	NOUN
aiti-14700	73	19	related	relate	VERB
aiti-14700	73	20	to	to	ADP
aiti-14700	73	21	child	child	NOUN
aiti-14700	73	22	-	-	PUNCT
aiti-14700	73	23	rearing	rear	VERB
aiti-14700	73	24	techniques	technique	NOUN
aiti-14700	73	25	,	,	PUNCT
aiti-14700	73	26	recommended	recommend	VERB
aiti-14700	73	27	items	item	NOUN
aiti-14700	73	28	,	,	PUNCT
aiti-14700	73	29	and	and	CCONJ
aiti-14700	73	30	everyday	everyday	ADJ
aiti-14700	73	31	parenting	parenting	NOUN
aiti-14700	73	32	experiences	experience	NOUN
aiti-14700	73	33	.	.	PUNCT
aiti-14700	74	1	“	"	PUNCT
aiti-14700	74	2	pregnancy	pregnancy	NOUN
aiti-14700	74	3	&	&	CCONJ
aiti-14700	74	4	childbirth	childbirth	NOUN
aiti-14700	74	5	”	"	PUNCT
aiti-14700	74	6	(	(	PUNCT
aiti-14700	74	7	14.1	14.1	NUM
aiti-14700	74	8	%	%	NOUN
aiti-14700	74	9	)	)	PUNCT
aiti-14700	74	10	is	be	AUX
aiti-14700	74	11	another	another	DET
aiti-14700	74	12	major	major	ADJ
aiti-14700	74	13	category	category	NOUN
aiti-14700	74	14	,	,	PUNCT
aiti-14700	74	15	reflecting	reflect	VERB
aiti-14700	74	16	frequent	frequent	ADJ
aiti-14700	74	17	discussions	discussion	NOUN
aiti-14700	74	18	about	about	ADP
aiti-14700	74	19	physical	physical	ADJ
aiti-14700	74	20	and	and	CCONJ
aiti-14700	74	21	emotional	emotional	ADJ
aiti-14700	74	22	challenges	challenge	NOUN
aiti-14700	74	23	during	during	ADP
aiti-14700	74	24	pregnancy	pregnancy	NOUN
aiti-14700	74	25	,	,	PUNCT
aiti-14700	74	26	preparation	preparation	NOUN
aiti-14700	74	27	for	for	ADP
aiti-14700	74	28	childbirth	childbirth	NOUN
aiti-14700	74	29	,	,	PUNCT
aiti-14700	74	30	and	and	CCONJ
aiti-14700	74	31	postpartum	postpartum	NOUN
aiti-14700	74	32	recovery	recovery	NOUN
aiti-14700	74	33	.	.	PUNCT
aiti-14700	75	1	the	the	DET
aiti-14700	75	2	“	"	PUNCT
aiti-14700	75	3	chat	chat	PROPN
aiti-14700	75	4	&	&	CCONJ
aiti-14700	75	5	tweets	tweet	NOUN
aiti-14700	75	6	”	"	PUNCT
aiti-14700	75	7	category	category	NOUN
aiti-14700	75	8	(	(	PUNCT
aiti-14700	75	9	9.7	9.7	NUM
aiti-14700	75	10	%	%	NOUN
aiti-14700	75	11	)	)	PUNCT
aiti-14700	75	12	includes	include	VERB
aiti-14700	75	13	casual	casual	ADJ
aiti-14700	75	14	conversations	conversation	NOUN
aiti-14700	75	15	and	and	CCONJ
aiti-14700	75	16	emotionally	emotionally	ADV
aiti-14700	75	17	charged	charge	VERB
aiti-14700	75	18	messages	message	NOUN
aiti-14700	75	19	that	that	PRON
aiti-14700	75	20	do	do	AUX
aiti-14700	75	21	not	not	PART
aiti-14700	75	22	necessarily	necessarily	ADV
aiti-14700	75	23	fit	fit	VERB
aiti-14700	75	24	into	into	ADP
aiti-14700	75	25	practical	practical	ADJ
aiti-14700	75	26	question	question	NOUN
aiti-14700	75	27	-	-	PUNCT
aiti-14700	75	28	and	and	CCONJ
aiti-14700	75	29	-	-	PUNCT
aiti-14700	75	30	answer	answer	NOUN
aiti-14700	75	31	formats	format	NOUN
aiti-14700	75	32	,	,	PUNCT
aiti-14700	75	33	and	and	CCONJ
aiti-14700	75	34	this	this	DET
aiti-14700	75	35	category	category	NOUN
aiti-14700	75	36	often	often	ADV
aiti-14700	75	37	contains	contain	VERB
aiti-14700	75	38	venting	venting	NOUN
aiti-14700	75	39	-	-	PUNCT
aiti-14700	75	40	type	type	NOUN
aiti-14700	75	41	complaints	complaint	NOUN
aiti-14700	75	42	.	.	PUNCT
aiti-14700	76	1	table	table	NOUN
aiti-14700	76	2	1	1	NUM
aiti-14700	76	3	category	category	NOUN
aiti-14700	76	4	of	of	ADP
aiti-14700	76	5	contents	content	NOUN
aiti-14700	76	6	category	category	NOUN
aiti-14700	76	7	(	(	PUNCT
aiti-14700	76	8	%	%	INTJ
aiti-14700	76	9	)	)	PUNCT
aiti-14700	76	10	category	category	NOUN
aiti-14700	76	11	(	(	PUNCT
aiti-14700	76	12	%	%	INTJ
aiti-14700	76	13	)	)	PUNCT
aiti-14700	76	14	pregnancy	pregnancy	NOUN
aiti-14700	76	15	&	&	CCONJ
aiti-14700	76	16	childbirth	childbirth	NOUN
aiti-14700	76	17	14.1	14.1	NUM
aiti-14700	76	18	work	work	NOUN
aiti-14700	76	19	2.5	2.5	NUM
aiti-14700	76	20	parenting	parenting	NOUN
aiti-14700	76	21	&	&	CCONJ
aiti-14700	76	22	goods	good	NOUN
aiti-14700	76	23	34.3	34.3	NUM
aiti-14700	76	24	fashion	fashion	NOUN
aiti-14700	76	25	&	&	CCONJ
aiti-14700	76	26	cosmetics	cosmetic	NOUN
aiti-14700	76	27	2.4	2.4	NUM
aiti-14700	76	28	supplements	supplement	NOUN
aiti-14700	76	29	&	&	CCONJ
aiti-14700	76	30	health	health	PROPN
aiti-14700	76	31	1.9	1.9	NUM
aiti-14700	76	32	family	family	NOUN
aiti-14700	76	33	&	&	CCONJ
aiti-14700	76	34	husband	husband	PROPN
aiti-14700	76	35	5.7	5.7	NUM
aiti-14700	76	36	mental	mental	ADJ
aiti-14700	76	37	health	health	NOUN
aiti-14700	76	38	&	&	CCONJ
aiti-14700	76	39	worries	worry	VERB
aiti-14700	76	40	6.0	6.0	NUM
aiti-14700	76	41	outings	outing	NOUN
aiti-14700	76	42	2.6	2.6	NUM
aiti-14700	76	43	trying	try	VERB
aiti-14700	76	44	to	to	PART
aiti-14700	76	45	conceive	conceive	VERB
aiti-14700	76	46	3.4	3.4	NUM
aiti-14700	76	47	gynecology	gynecology	NOUN
aiti-14700	76	48	&	&	CCONJ
aiti-14700	76	49	pediatrics	pediatric	NOUN
aiti-14700	76	50	2.0	2.0	NUM
aiti-14700	76	51	household	household	NOUN
aiti-14700	76	52	chores	chore	NOUN
aiti-14700	76	53	&	&	CCONJ
aiti-14700	76	54	cooking	cook	VERB
aiti-14700	76	55	3.8	3.8	NUM
aiti-14700	76	56	housing	housing	NOUN
aiti-14700	76	57	1.4	1.4	NUM
aiti-14700	76	58	money	money	NOUN
aiti-14700	76	59	&	&	CCONJ
aiti-14700	76	60	insurance	insurance	NOUN
aiti-14700	76	61	3.4	3.4	NUM
aiti-14700	76	62	others	other	NOUN
aiti-14700	76	63	6.7	6.7	NUM
aiti-14700	76	64	chat	chat	NOUN
aiti-14700	76	65	&	&	CCONJ
aiti-14700	76	66	tweets	tweet	NOUN
aiti-14700	76	67	9.7	9.7	NUM
aiti-14700	76	68	3	3	NUM
aiti-14700	76	69	.	.	PUNCT
aiti-14700	77	1	analysis	analysis	NOUN
aiti-14700	77	2	method	method	NOUN
aiti-14700	77	3	the	the	DET
aiti-14700	77	4	methodology	methodology	NOUN
aiti-14700	77	5	used	use	VERB
aiti-14700	77	6	in	in	ADP
aiti-14700	77	7	this	this	DET
aiti-14700	77	8	study	study	NOUN
aiti-14700	77	9	is	be	AUX
aiti-14700	77	10	introduced	introduce	VERB
aiti-14700	77	11	below	below	ADV
aiti-14700	77	12	.	.	PUNCT
aiti-14700	78	1	the	the	DET
aiti-14700	78	2	purpose	purpose	NOUN
aiti-14700	78	3	of	of	ADP
aiti-14700	78	4	this	this	DET
aiti-14700	78	5	section	section	NOUN
aiti-14700	78	6	is	be	AUX
aiti-14700	78	7	to	to	PART
aiti-14700	78	8	outline	outline	VERB
aiti-14700	78	9	how	how	SCONJ
aiti-14700	78	10	the	the	DET
aiti-14700	78	11	dataset	dataset	NOUN
aiti-14700	78	12	was	be	AUX
aiti-14700	78	13	prepared	prepare	VERB
aiti-14700	78	14	,	,	PUNCT
aiti-14700	78	15	how	how	SCONJ
aiti-14700	78	16	additional	additional	ADJ
aiti-14700	78	17	data	datum	NOUN
aiti-14700	78	18	were	be	AUX
aiti-14700	78	19	generated	generate	VERB
aiti-14700	78	20	,	,	PUNCT
aiti-14700	78	21	and	and	CCONJ
aiti-14700	78	22	how	how	SCONJ
aiti-14700	78	23	the	the	DET
aiti-14700	78	24	resulting	result	VERB
aiti-14700	78	25	text	text	NOUN
aiti-14700	78	26	was	be	AUX
aiti-14700	78	27	analyzed	analyze	VERB
aiti-14700	78	28	to	to	PART
aiti-14700	78	29	identify	identify	VERB
aiti-14700	78	30	complaint	complaint	NOUN
aiti-14700	78	31	patterns	pattern	NOUN
aiti-14700	78	32	.	.	PUNCT
aiti-14700	79	1	by	by	ADP
aiti-14700	79	2	presenting	present	VERB
aiti-14700	79	3	each	each	DET
aiti-14700	79	4	step	step	NOUN
aiti-14700	79	5	in	in	ADP
aiti-14700	79	6	detail	detail	NOUN
aiti-14700	79	7	,	,	PUNCT
aiti-14700	79	8	the	the	DET
aiti-14700	79	9	process	process	NOUN
aiti-14700	79	10	highlights	highlight	VERB
aiti-14700	79	11	both	both	CCONJ
aiti-14700	79	12	the	the	DET
aiti-14700	79	13	methodological	methodological	ADJ
aiti-14700	79	14	rigor	rigor	NOUN
aiti-14700	79	15	and	and	CCONJ
aiti-14700	79	16	the	the	DET
aiti-14700	79	17	rationale	rationale	NOUN
aiti-14700	79	18	for	for	ADP
aiti-14700	79	19	combining	combine	VERB
aiti-14700	79	20	manual	manual	ADJ
aiti-14700	79	21	labeling	labeling	NOUN
aiti-14700	79	22	,	,	PUNCT
aiti-14700	79	23	generative	generative	ADJ
aiti-14700	79	24	augmentation	augmentation	NOUN
aiti-14700	79	25	,	,	PUNCT
aiti-14700	79	26	classification	classification	NOUN
aiti-14700	79	27	,	,	PUNCT
aiti-14700	79	28	and	and	CCONJ
aiti-14700	79	29	clustering	cluster	VERB
aiti-14700	79	30	in	in	ADP
aiti-14700	79	31	a	a	DET
aiti-14700	79	32	single	single	ADJ
aiti-14700	79	33	workflow	workflow	NOUN
aiti-14700	79	34	.	.	PUNCT
aiti-14700	80	1	the	the	DET
aiti-14700	80	2	steps	step	NOUN
aiti-14700	80	3	of	of	ADP
aiti-14700	80	4	the	the	DET
aiti-14700	80	5	study	study	NOUN
aiti-14700	80	6	are	be	AUX
aiti-14700	80	7	as	as	SCONJ
aiti-14700	80	8	follows	follow	VERB
aiti-14700	80	9	:	:	PUNCT
aiti-14700	80	10	(	(	PUNCT
aiti-14700	80	11	1	1	X
aiti-14700	80	12	)	)	PUNCT
aiti-14700	80	13	from	from	ADP
aiti-14700	80	14	the	the	DET
aiti-14700	80	15	posted	post	VERB
aiti-14700	80	16	comments	comment	NOUN
aiti-14700	80	17	,	,	PUNCT
aiti-14700	80	18	2,000	2,000	NUM
aiti-14700	80	19	entries	entry	NOUN
aiti-14700	80	20	were	be	AUX
aiti-14700	80	21	randomly	randomly	ADV
aiti-14700	80	22	sampled	sample	VERB
aiti-14700	80	23	and	and	CCONJ
aiti-14700	80	24	manually	manually	ADV
aiti-14700	80	25	labeled	label	VERB
aiti-14700	80	26	to	to	PART
aiti-14700	80	27	determine	determine	VERB
aiti-14700	80	28	whether	whether	SCONJ
aiti-14700	80	29	they	they	PRON
aiti-14700	80	30	were	be	AUX
aiti-14700	80	31	complaints	complaint	NOUN
aiti-14700	80	32	or	or	CCONJ
aiti-14700	80	33	not	not	PART
aiti-14700	80	34	.	.	PUNCT
aiti-14700	81	1	(	(	PUNCT
aiti-14700	81	2	2	2	X
aiti-14700	81	3	)	)	PUNCT
aiti-14700	81	4	the	the	DET
aiti-14700	81	5	posted	post	VERB
aiti-14700	81	6	comments	comment	NOUN
aiti-14700	81	7	were	be	AUX
aiti-14700	81	8	used	use	VERB
aiti-14700	81	9	to	to	PART
aiti-14700	81	10	train	train	VERB
aiti-14700	81	11	chatgpt	chatgpt	NOUN
aiti-14700	81	12	to	to	PART
aiti-14700	81	13	generate	generate	VERB
aiti-14700	81	14	similar	similar	ADJ
aiti-14700	81	15	complaints	complaint	NOUN
aiti-14700	81	16	.	.	PUNCT
aiti-14700	82	1	however	however	ADV
aiti-14700	82	2	,	,	PUNCT
aiti-14700	82	3	rather	rather	ADV
aiti-14700	82	4	than	than	ADP
aiti-14700	82	5	directly	directly	ADV
aiti-14700	82	6	training	train	VERB
aiti-14700	82	7	on	on	ADP
aiti-14700	82	8	the	the	DET
aiti-14700	82	9	data	datum	NOUN
aiti-14700	82	10	provided	provide	VERB
aiti-14700	82	11	,	,	PUNCT
aiti-14700	82	12	the	the	DET
aiti-14700	82	13	subjects	subject	NOUN
aiti-14700	82	14	were	be	AUX
aiti-14700	82	15	given	give	VERB
aiti-14700	82	16	constructed	construct	VERB
aiti-14700	82	17	prompts	prompt	NOUN
aiti-14700	82	18	about	about	ADP
aiti-14700	82	19	the	the	DET
aiti-14700	82	20	topic	topic	NOUN
aiti-14700	82	21	of	of	ADP
aiti-14700	82	22	dissatisfaction	dissatisfaction	NOUN
aiti-14700	82	23	.	.	PUNCT
aiti-14700	83	1	the	the	DET
aiti-14700	83	2	prompts	prompt	NOUN
aiti-14700	83	3	used	use	VERB
aiti-14700	83	4	for	for	ADP
aiti-14700	83	5	this	this	DET
aiti-14700	83	6	process	process	NOUN
aiti-14700	83	7	will	will	AUX
aiti-14700	83	8	be	be	AUX
aiti-14700	83	9	described	describe	VERB
aiti-14700	83	10	later	later	ADV
aiti-14700	83	11	.	.	PUNCT
aiti-14700	84	1	(	(	PUNCT
aiti-14700	84	2	3	3	X
aiti-14700	84	3	)	)	PUNCT
aiti-14700	84	4	the	the	DET
aiti-14700	84	5	content	content	NOUN
aiti-14700	84	6	of	of	ADP
aiti-14700	84	7	the	the	DET
aiti-14700	84	8	posts	post	NOUN
aiti-14700	84	9	was	be	AUX
aiti-14700	84	10	vectorized	vectorize	VERB
aiti-14700	84	11	using	use	VERB
aiti-14700	84	12	various	various	ADJ
aiti-14700	84	13	methods	method	NOUN
aiti-14700	84	14	.	.	PUNCT
aiti-14700	85	1	in	in	ADP
aiti-14700	85	2	this	this	DET
aiti-14700	85	3	study	study	NOUN
aiti-14700	85	4	,	,	PUNCT
aiti-14700	85	5	three	three	NUM
aiti-14700	85	6	methods	method	NOUN
aiti-14700	85	7	were	be	AUX
aiti-14700	85	8	employed	employ	VERB
aiti-14700	85	9	:	:	PUNCT
aiti-14700	85	10	bag	bag	NOUN
aiti-14700	85	11	-	-	PUNCT
aiti-14700	85	12	ofwords	ofword	NOUN
aiti-14700	85	13	(	(	PUNCT
aiti-14700	85	14	bow	bow	PROPN
aiti-14700	85	15	)	)	PUNCT
aiti-14700	85	16	,	,	PUNCT
aiti-14700	85	17	doc2vec	doc2vec	NOUN
aiti-14700	85	18	,	,	PUNCT
aiti-14700	85	19	and	and	CCONJ
aiti-14700	85	20	sparse	sparse	ADJ
aiti-14700	85	21	composite	composite	ADJ
aiti-14700	85	22	document	document	NOUN
aiti-14700	85	23	vectors	vector	NOUN
aiti-14700	85	24	(	(	PUNCT
aiti-14700	85	25	scdv	scdv	NOUN
aiti-14700	85	26	)	)	PUNCT
aiti-14700	85	27	.	.	PUNCT
aiti-14700	86	1	(	(	PUNCT
aiti-14700	86	2	4	4	X
aiti-14700	86	3	)	)	PUNCT
aiti-14700	86	4	classification	classification	NOUN
aiti-14700	86	5	was	be	AUX
aiti-14700	86	6	performed	perform	VERB
aiti-14700	86	7	using	use	VERB
aiti-14700	86	8	light	light	ADJ
aiti-14700	86	9	gradient	gradient	NOUN
aiti-14700	86	10	boosting	boost	VERB
aiti-14700	86	11	machine	machine	NOUN
aiti-14700	86	12	(	(	PUNCT
aiti-14700	86	13	lightgbm	lightgbm	ADJ
aiti-14700	86	14	)	)	PUNCT
aiti-14700	86	15	while	while	SCONJ
aiti-14700	86	16	varying	vary	VERB
aiti-14700	86	17	the	the	DET
aiti-14700	86	18	proportion	proportion	NOUN
aiti-14700	86	19	of	of	ADP
aiti-14700	86	20	generated	generate	VERB
aiti-14700	86	21	complaints	complaint	NOUN
aiti-14700	86	22	.	.	PUNCT
aiti-14700	87	1	(	(	PUNCT
aiti-14700	87	2	5	5	X
aiti-14700	87	3	)	)	PUNCT
aiti-14700	87	4	the	the	DET
aiti-14700	87	5	classifier	classifier	NOUN
aiti-14700	87	6	with	with	ADP
aiti-14700	87	7	the	the	DET
aiti-14700	87	8	best	good	ADJ
aiti-14700	87	9	performance	performance	NOUN
aiti-14700	87	10	was	be	AUX
aiti-14700	87	11	used	use	VERB
aiti-14700	87	12	to	to	PART
aiti-14700	87	13	extract	extract	VERB
aiti-14700	87	14	a	a	DET
aiti-14700	87	15	large	large	ADJ
aiti-14700	87	16	number	number	NOUN
aiti-14700	87	17	of	of	ADP
aiti-14700	87	18	complaint	complaint	NOUN
aiti-14700	87	19	data	datum	NOUN
aiti-14700	87	20	from	from	ADP
aiti-14700	87	21	the	the	DET
aiti-14700	87	22	original	original	ADJ
aiti-14700	87	23	dataset	dataset	NOUN
aiti-14700	87	24	.	.	PUNCT
aiti-14700	88	1	clustering	clustering	NOUN
aiti-14700	88	2	was	be	AUX
aiti-14700	88	3	then	then	ADV
aiti-14700	88	4	performed	perform	VERB
aiti-14700	88	5	to	to	PART
aiti-14700	88	6	analyze	analyze	VERB
aiti-14700	88	7	the	the	DET
aiti-14700	88	8	types	type	NOUN
aiti-14700	88	9	of	of	ADP
aiti-14700	88	10	complaints	complaint	NOUN
aiti-14700	88	11	being	be	AUX
aiti-14700	88	12	posted	post	VERB
aiti-14700	88	13	.	.	PUNCT
aiti-14700	89	1	the	the	DET
aiti-14700	89	2	clustering	cluster	VERB
aiti-14700	89	3	method	method	NOUN
aiti-14700	89	4	used	use	VERB
aiti-14700	89	5	was	be	AUX
aiti-14700	89	6	probabilistic	probabilistic	ADJ
aiti-14700	89	7	latent	latent	ADJ
aiti-14700	89	8	semantic	semantic	ADJ
aiti-14700	89	9	analysis	analysis	NOUN
aiti-14700	89	10	(	(	PUNCT
aiti-14700	89	11	plsa	plsa	ADJ
aiti-14700	89	12	)	)	PUNCT
aiti-14700	89	13	.	.	PUNCT
aiti-14700	90	1	fig	fig	NOUN
aiti-14700	90	2	.	.	PUNCT
aiti-14700	91	1	1	1	NUM
aiti-14700	91	2	illustrates	illustrate	VERB
aiti-14700	91	3	the	the	DET
aiti-14700	91	4	overall	overall	ADJ
aiti-14700	91	5	analysis	analysis	NOUN
aiti-14700	91	6	workflow	workflow	NOUN
aiti-14700	91	7	adopted	adopt	VERB
aiti-14700	91	8	in	in	ADP
aiti-14700	91	9	this	this	DET
aiti-14700	91	10	study	study	NOUN
aiti-14700	91	11	,	,	PUNCT
aiti-14700	91	12	which	which	PRON
aiti-14700	91	13	consists	consist	VERB
aiti-14700	91	14	of	of	ADP
aiti-14700	91	15	five	five	NUM
aiti-14700	91	16	major	major	ADJ
aiti-14700	91	17	steps	step	NOUN
aiti-14700	91	18	.	.	PUNCT
aiti-14700	92	1	first	first	ADV
aiti-14700	92	2	,	,	PUNCT
aiti-14700	92	3	2,000	2,000	NUM
aiti-14700	92	4	posts	post	NOUN
aiti-14700	92	5	were	be	AUX
aiti-14700	92	6	randomly	randomly	ADV
aiti-14700	92	7	sampled	sample	VERB
aiti-14700	92	8	from	from	ADP
aiti-14700	92	9	the	the	DET
aiti-14700	92	10	parenting	parenting	NOUN
aiti-14700	92	11	q&a	q&a	PROPN
aiti-14700	92	12	dataset	dataset	NOUN
aiti-14700	92	13	and	and	CCONJ
aiti-14700	92	14	manually	manually	ADV
aiti-14700	92	15	labeled	label	VERB
aiti-14700	92	16	to	to	PART
aiti-14700	92	17	identify	identify	VERB
aiti-14700	92	18	whether	whether	SCONJ
aiti-14700	92	19	they	they	PRON
aiti-14700	92	20	were	be	AUX
aiti-14700	92	21	complaints	complaint	NOUN
aiti-14700	92	22	or	or	CCONJ
aiti-14700	92	23	not	not	PART
aiti-14700	92	24	.	.	PUNCT
aiti-14700	93	1	second	second	ADJ
aiti-14700	93	2	,	,	PUNCT
aiti-14700	93	3	generative	generative	ADJ
aiti-14700	93	4	ai	ai	PROPN
aiti-14700	93	5	(	(	PUNCT
aiti-14700	93	6	chatgpt	chatgpt	NOUN
aiti-14700	93	7	)	)	PUNCT
aiti-14700	93	8	was	be	AUX
aiti-14700	93	9	used	use	VERB
aiti-14700	93	10	to	to	PART
aiti-14700	93	11	augment	augment	VERB
aiti-14700	93	12	the	the	DET
aiti-14700	93	13	dataset	dataset	NOUN
aiti-14700	93	14	by	by	ADP
aiti-14700	93	15	generating	generate	VERB
aiti-14700	93	16	synthetic	synthetic	ADJ
aiti-14700	93	17	complaints	complaint	NOUN
aiti-14700	93	18	based	base	VERB
aiti-14700	93	19	on	on	ADP
aiti-14700	93	20	carefully	carefully	ADV
aiti-14700	93	21	designed	design	VERB
aiti-14700	93	22	prompts	prompt	NOUN
aiti-14700	93	23	.	.	PUNCT
aiti-14700	94	1	third	third	ADJ
aiti-14700	94	2	,	,	PUNCT
aiti-14700	94	3	the	the	DET
aiti-14700	94	4	text	text	NOUN
aiti-14700	94	5	data	datum	NOUN
aiti-14700	94	6	—	—	PUNCT
aiti-14700	94	7	both	both	CCONJ
aiti-14700	94	8	real	real	ADJ
aiti-14700	94	9	and	and	CCONJ
aiti-14700	94	10	synthetic	synthetic	ADJ
aiti-14700	94	11	—	—	PUNCT
aiti-14700	94	12	were	be	AUX
aiti-14700	94	13	vectorized	vectorize	VERB
aiti-14700	94	14	using	use	VERB
aiti-14700	94	15	three	three	NUM
aiti-14700	94	16	different	different	ADJ
aiti-14700	94	17	methods	method	NOUN
aiti-14700	94	18	:	:	PUNCT
aiti-14700	94	19	bow	bow	NOUN
aiti-14700	94	20	,	,	PUNCT
aiti-14700	94	21	doc2vec	doc2vec	NOUN
aiti-14700	94	22	,	,	PUNCT
aiti-14700	94	23	and	and	CCONJ
aiti-14700	94	24	scdv	scdv	NOUN
aiti-14700	94	25	,	,	PUNCT
aiti-14700	94	26	each	each	PRON
aiti-14700	94	27	capturing	capture	VERB
aiti-14700	94	28	different	different	ADJ
aiti-14700	94	29	levels	level	NOUN
aiti-14700	94	30	of	of	ADP
aiti-14700	94	31	semantic	semantic	ADJ
aiti-14700	94	32	and	and	CCONJ
aiti-14700	94	33	contextual	contextual	ADJ
aiti-14700	94	34	information	information	NOUN
aiti-14700	94	35	.	.	PUNCT
aiti-14700	95	1	fourth	fourth	ADJ
aiti-14700	95	2	,	,	PUNCT
aiti-14700	95	3	lightgbm	lightgbm	NOUN
aiti-14700	95	4	was	be	AUX
aiti-14700	95	5	applied	apply	VERB
aiti-14700	95	6	to	to	PART
aiti-14700	95	7	classify	classify	VERB
aiti-14700	95	8	the	the	DET
aiti-14700	95	9	posts	post	NOUN
aiti-14700	95	10	,	,	PUNCT
aiti-14700	95	11	and	and	CCONJ
aiti-14700	95	12	the	the	DET
aiti-14700	95	13	performance	performance	NOUN
aiti-14700	95	14	was	be	AUX
aiti-14700	95	15	evaluated	evaluate	VERB
aiti-14700	95	16	using	use	VERB
aiti-14700	95	17	the	the	DET
aiti-14700	95	18	f1	f1	ADJ
aiti-14700	95	19	score	score	NOUN
aiti-14700	95	20	to	to	PART
aiti-14700	95	21	determine	determine	VERB
aiti-14700	95	22	the	the	DET
aiti-14700	95	23	optimal	optimal	ADJ
aiti-14700	95	24	proportion	proportion	NOUN
aiti-14700	95	25	of	of	ADP
aiti-14700	95	26	generated	generate	VERB
aiti-14700	95	27	data	datum	NOUN
aiti-14700	95	28	.	.	PUNCT
aiti-14700	96	1	finally	finally	ADV
aiti-14700	96	2	,	,	PUNCT
aiti-14700	96	3	complaint	complaint	NOUN
aiti-14700	96	4	posts	post	NOUN
aiti-14700	96	5	identified	identify	VERB
aiti-14700	96	6	by	by	ADP
aiti-14700	96	7	the	the	DET
aiti-14700	96	8	best	well	ADV
aiti-14700	96	9	-	-	PUNCT
aiti-14700	96	10	performing	perform	VERB
aiti-14700	96	11	model	model	NOUN
aiti-14700	96	12	were	be	AUX
aiti-14700	96	13	clustered	cluster	VERB
aiti-14700	96	14	using	use	VERB
aiti-14700	96	15	plsa	plsa	ADJ
aiti-14700	96	16	,	,	PUNCT
aiti-14700	96	17	which	which	PRON
aiti-14700	96	18	uncovered	uncover	VERB
aiti-14700	96	19	latent	latent	NOUN
aiti-14700	96	20	complaint	complaint	NOUN
aiti-14700	96	21	themes	theme	NOUN
aiti-14700	96	22	and	and	CCONJ
aiti-14700	96	23	provided	provide	VERB
aiti-14700	96	24	insights	insight	NOUN
aiti-14700	96	25	into	into	ADP
aiti-14700	96	26	the	the	DET
aiti-14700	96	27	underlying	underlie	VERB
aiti-14700	96	28	structure	structure	NOUN
aiti-14700	96	29	of	of	ADP
aiti-14700	96	30	the	the	DET
aiti-14700	96	31	data	datum	NOUN
aiti-14700	96	32	.	.	PUNCT
aiti-14700	97	1	advances	advance	NOUN
aiti-14700	97	2	in	in	ADP
aiti-14700	97	3	technology	technology	NOUN
aiti-14700	97	4	innovation	innovation	NOUN
aiti-14700	97	5	,	,	PUNCT
aiti-14700	97	6	vol	vol	NOUN
aiti-14700	97	7	.	.	PROPN
aiti-14700	98	1	10	10	NUM
aiti-14700	98	2	,	,	PUNCT
aiti-14700	98	3	no	no	INTJ
aiti-14700	98	4	.	.	NOUN
aiti-14700	98	5	4	4	NUM
aiti-14700	98	6	,	,	PUNCT
aiti-14700	98	7	2025	2025	NUM
aiti-14700	98	8	,	,	PUNCT
aiti-14700	98	9	pp	pp	ADJ
aiti-14700	98	10	.	.	PUNCT
aiti-14700	99	1	383	383	NUM
aiti-14700	99	2	-	-	SYM
aiti-14700	99	3	394	394	NUM
aiti-14700	99	4	386	386	NUM
aiti-14700	99	5	fig	fig	NOUN
aiti-14700	99	6	.	.	PUNCT
aiti-14700	100	1	1	1	NUM
aiti-14700	100	2	analysis	analysis	NOUN
aiti-14700	100	3	procedure	procedure	NOUN
aiti-14700	100	4	3.1	3.1	NUM
aiti-14700	100	5	.	.	PUNCT
aiti-14700	101	1	data	datum	NOUN
aiti-14700	101	2	labeling	label	VERB
aiti-14700	101	3	the	the	DET
aiti-14700	101	4	original	original	ADJ
aiti-14700	101	5	dataset	dataset	NOUN
aiti-14700	101	6	did	do	AUX
aiti-14700	101	7	not	not	PART
aiti-14700	101	8	contain	contain	VERB
aiti-14700	101	9	labels	label	NOUN
aiti-14700	101	10	indicating	indicate	VERB
aiti-14700	101	11	whether	whether	SCONJ
aiti-14700	101	12	each	each	DET
aiti-14700	101	13	post	post	NOUN
aiti-14700	101	14	was	be	AUX
aiti-14700	101	15	a	a	DET
aiti-14700	101	16	complaint	complaint	NOUN
aiti-14700	101	17	.	.	PUNCT
aiti-14700	102	1	therefore	therefore	ADV
aiti-14700	102	2	,	,	PUNCT
aiti-14700	102	3	the	the	DET
aiti-14700	102	4	first	first	ADJ
aiti-14700	102	5	step	step	NOUN
aiti-14700	102	6	was	be	AUX
aiti-14700	102	7	to	to	PART
aiti-14700	102	8	manually	manually	ADV
aiti-14700	102	9	label	label	VERB
aiti-14700	102	10	the	the	DET
aiti-14700	102	11	data	datum	NOUN
aiti-14700	102	12	based	base	VERB
aiti-14700	102	13	on	on	ADP
aiti-14700	102	14	whether	whether	SCONJ
aiti-14700	102	15	the	the	DET
aiti-14700	102	16	content	content	NOUN
aiti-14700	102	17	constituted	constitute	VERB
aiti-14700	102	18	a	a	DET
aiti-14700	102	19	complaint	complaint	NOUN
aiti-14700	102	20	.	.	PUNCT
aiti-14700	103	1	for	for	ADP
aiti-14700	103	2	this	this	DET
aiti-14700	103	3	purpose	purpose	NOUN
aiti-14700	103	4	,	,	PUNCT
aiti-14700	103	5	2,000	2,000	NUM
aiti-14700	103	6	posts	post	NOUN
aiti-14700	103	7	were	be	AUX
aiti-14700	103	8	randomly	randomly	ADV
aiti-14700	103	9	sampled	sample	VERB
aiti-14700	103	10	from	from	ADP
aiti-14700	103	11	the	the	DET
aiti-14700	103	12	full	full	ADJ
aiti-14700	103	13	dataset	dataset	NOUN
aiti-14700	103	14	.	.	PUNCT
aiti-14700	104	1	each	each	DET
aiti-14700	104	2	post	post	NOUN
aiti-14700	104	3	was	be	AUX
aiti-14700	104	4	carefully	carefully	ADV
aiti-14700	104	5	read	read	VERB
aiti-14700	104	6	and	and	CCONJ
aiti-14700	104	7	evaluated	evaluate	VERB
aiti-14700	104	8	by	by	ADP
aiti-14700	104	9	two	two	NUM
aiti-14700	104	10	researchers	researcher	NOUN
aiti-14700	104	11	using	use	VERB
aiti-14700	104	12	predefined	predefine	VERB
aiti-14700	104	13	criteria	criterion	NOUN
aiti-14700	104	14	:	:	PUNCT
aiti-14700	104	15	a	a	DET
aiti-14700	104	16	post	post	NOUN
aiti-14700	104	17	was	be	AUX
aiti-14700	104	18	labeled	label	VERB
aiti-14700	104	19	as	as	ADP
aiti-14700	104	20	a	a	DET
aiti-14700	104	21	complaint	complaint	NOUN
aiti-14700	104	22	if	if	SCONJ
aiti-14700	104	23	it	it	PRON
aiti-14700	104	24	expressed	express	VERB
aiti-14700	104	25	dissatisfaction	dissatisfaction	NOUN
aiti-14700	104	26	,	,	PUNCT
aiti-14700	104	27	frustration	frustration	NOUN
aiti-14700	104	28	,	,	PUNCT
aiti-14700	104	29	or	or	CCONJ
aiti-14700	104	30	a	a	DET
aiti-14700	104	31	change	change	NOUN
aiti-14700	104	32	request	request	NOUN
aiti-14700	104	33	,	,	PUNCT
aiti-14700	104	34	often	often	ADV
aiti-14700	104	35	accompanied	accompany	VERB
aiti-14700	104	36	by	by	ADP
aiti-14700	104	37	negative	negative	ADJ
aiti-14700	104	38	emotions	emotion	NOUN
aiti-14700	104	39	or	or	CCONJ
aiti-14700	104	40	references	reference	NOUN
aiti-14700	104	41	to	to	ADP
aiti-14700	104	42	problems	problem	NOUN
aiti-14700	104	43	encountered	encounter	VERB
aiti-14700	104	44	.	.	PUNCT
aiti-14700	105	1	in	in	ADP
aiti-14700	105	2	cases	case	NOUN
aiti-14700	105	3	where	where	SCONJ
aiti-14700	105	4	the	the	DET
aiti-14700	105	5	judgment	judgment	NOUN
aiti-14700	105	6	was	be	AUX
aiti-14700	105	7	ambiguous	ambiguous	ADJ
aiti-14700	105	8	,	,	PUNCT
aiti-14700	105	9	the	the	DET
aiti-14700	105	10	two	two	NUM
aiti-14700	105	11	researchers	researcher	NOUN
aiti-14700	105	12	discussed	discuss	VERB
aiti-14700	105	13	the	the	DET
aiti-14700	105	14	content	content	NOUN
aiti-14700	105	15	to	to	PART
aiti-14700	105	16	reach	reach	VERB
aiti-14700	105	17	an	an	DET
aiti-14700	105	18	agreement	agreement	NOUN
aiti-14700	105	19	.	.	PUNCT
aiti-14700	106	1	this	this	DET
aiti-14700	106	2	labeled	label	VERB
aiti-14700	106	3	subset	subset	NOUN
aiti-14700	106	4	was	be	AUX
aiti-14700	106	5	later	later	ADV
aiti-14700	106	6	used	use	VERB
aiti-14700	106	7	as	as	ADP
aiti-14700	106	8	the	the	DET
aiti-14700	106	9	ground	ground	NOUN
aiti-14700	106	10	truth	truth	NOUN
aiti-14700	106	11	for	for	ADP
aiti-14700	106	12	training	training	NOUN
aiti-14700	106	13	and	and	CCONJ
aiti-14700	106	14	evaluating	evaluate	VERB
aiti-14700	106	15	the	the	DET
aiti-14700	106	16	complaint	complaint	NOUN
aiti-14700	106	17	classification	classification	NOUN
aiti-14700	106	18	models	model	NOUN
aiti-14700	106	19	in	in	ADP
aiti-14700	106	20	the	the	DET
aiti-14700	106	21	machine	machine	NOUN
aiti-14700	106	22	learning	learn	VERB
aiti-14700	106	23	experiments	experiment	NOUN
aiti-14700	106	24	described	describe	VERB
aiti-14700	106	25	in	in	ADP
aiti-14700	106	26	subsequent	subsequent	ADJ
aiti-14700	106	27	sections	section	NOUN
aiti-14700	106	28	.	.	PUNCT
aiti-14700	107	1	3.2	3.2	NUM
aiti-14700	107	2	.	.	PUNCT
aiti-14700	108	1	data	datum	NOUN
aiti-14700	108	2	augmentation	augmentation	NOUN
aiti-14700	108	3	due	due	ADP
aiti-14700	108	4	to	to	ADP
aiti-14700	108	5	the	the	DET
aiti-14700	108	6	limited	limit	VERB
aiti-14700	108	7	amount	amount	NOUN
aiti-14700	108	8	of	of	ADP
aiti-14700	108	9	complaint	complaint	NOUN
aiti-14700	108	10	data	datum	NOUN
aiti-14700	108	11	,	,	PUNCT
aiti-14700	108	12	data	datum	NOUN
aiti-14700	108	13	augmentation	augmentation	NOUN
aiti-14700	108	14	was	be	AUX
aiti-14700	108	15	performed	perform	VERB
aiti-14700	108	16	using	use	VERB
aiti-14700	108	17	chatgpt	chatgpt	NOUN
aiti-14700	108	18	.	.	PUNCT
aiti-14700	109	1	in	in	ADP
aiti-14700	109	2	this	this	DET
aiti-14700	109	3	study	study	NOUN
aiti-14700	109	4	,	,	PUNCT
aiti-14700	109	5	the	the	DET
aiti-14700	109	6	following	follow	VERB
aiti-14700	109	7	prompt	prompt	NOUN
aiti-14700	109	8	was	be	AUX
aiti-14700	109	9	used	use	VERB
aiti-14700	109	10	for	for	ADP
aiti-14700	109	11	the	the	DET
aiti-14700	109	12	analysis	analysis	NOUN
aiti-14700	109	13	:	:	PUNCT
aiti-14700	109	14	i	i	PRON
aiti-14700	109	15	am	be	AUX
aiti-14700	109	16	a	a	DET
aiti-14700	109	17	researcher	researcher	NOUN
aiti-14700	109	18	on	on	ADP
aiti-14700	109	19	the	the	DET
aiti-14700	109	20	complaint	complaint	NOUN
aiti-14700	109	21	.	.	PUNCT
aiti-14700	110	1	i	i	PRON
aiti-14700	110	2	am	be	AUX
aiti-14700	110	3	currently	currently	ADV
aiti-14700	110	4	researching	research	VERB
aiti-14700	110	5	what	what	PRON
aiti-14700	110	6	mothers	mother	NOUN
aiti-14700	110	7	think	think	VERB
aiti-14700	110	8	about	about	ADP
aiti-14700	110	9	complaining	complain	VERB
aiti-14700	110	10	.	.	PUNCT
aiti-14700	111	1	so	so	ADV
aiti-14700	111	2	,	,	PUNCT
aiti-14700	111	3	please	please	INTJ
aiti-14700	111	4	write	write	VERB
aiti-14700	111	5	10	10	NUM
aiti-14700	111	6	complaints	complaint	NOUN
aiti-14700	111	7	about	about	ADP
aiti-14700	111	8	child	child	NOUN
aiti-14700	111	9	-	-	PUNCT
aiti-14700	111	10	rearing	rear	VERB
aiti-14700	111	11	and	and	CCONJ
aiti-14700	111	12	housework	housework	NOUN
aiti-14700	111	13	from	from	ADP
aiti-14700	111	14	a	a	DET
aiti-14700	111	15	mother	mother	NOUN
aiti-14700	111	16	's	's	PART
aiti-14700	111	17	point	point	NOUN
aiti-14700	111	18	of	of	ADP
aiti-14700	111	19	view	view	NOUN
aiti-14700	111	20	,	,	PUNCT
aiti-14700	111	21	about	about	ADV
aiti-14700	111	22	40	40	NUM
aiti-14700	111	23	words	word	NOUN
aiti-14700	111	24	each	each	PRON
aiti-14700	111	25	.	.	PUNCT
aiti-14700	112	1	it	it	PRON
aiti-14700	112	2	is	be	AUX
aiti-14700	112	3	ok	ok	ADJ
aiti-14700	112	4	if	if	SCONJ
aiti-14700	112	5	the	the	DET
aiti-14700	112	6	contents	content	NOUN
aiti-14700	112	7	are	be	AUX
aiti-14700	112	8	the	the	DET
aiti-14700	112	9	same	same	ADJ
aiti-14700	112	10	.	.	PUNCT
aiti-14700	113	1	“	"	PUNCT
aiti-14700	113	2	my	my	PRON
aiti-14700	113	3	husband	husband	NOUN
aiti-14700	113	4	has	have	AUX
aiti-14700	113	5	not	not	PART
aiti-14700	113	6	done	do	VERB
aiti-14700	113	7	any	any	DET
aiti-14700	113	8	housework	housework	NOUN
aiti-14700	113	9	at	at	ADV
aiti-14700	113	10	all	all	ADV
aiti-14700	113	11	since	since	SCONJ
aiti-14700	113	12	he	he	PRON
aiti-14700	113	13	left	leave	VERB
aiti-14700	113	14	.	.	PUNCT
aiti-14700	114	1	i	i	PRON
aiti-14700	114	2	’m	’m	VERB
aiti-14700	114	3	tired	tired	ADJ
aiti-14700	114	4	too	too	ADV
aiti-14700	114	5	,	,	PUNCT
aiti-14700	114	6	but	but	CCONJ
aiti-14700	114	7	...	...	PUNCT
aiti-14700	114	8	ca	can	AUX
aiti-14700	114	9	n’t	not	PART
aiti-14700	114	10	you	you	PRON
aiti-14700	114	11	just	just	ADV
aiti-14700	114	12	give	give	VERB
aiti-14700	114	13	me	i	PRON
aiti-14700	114	14	a	a	DET
aiti-14700	114	15	break	break	NOUN
aiti-14700	114	16	?	?	PUNCT
aiti-14700	114	17	”	"	PUNCT
aiti-14700	114	18	,	,	PUNCT
aiti-14700	114	19	“	"	PUNCT
aiti-14700	114	20	i	i	PRON
aiti-14700	114	21	am	be	AUX
aiti-14700	114	22	constantly	constantly	ADV
aiti-14700	114	23	frustrated	frustrate	VERB
aiti-14700	114	24	with	with	ADP
aiti-14700	114	25	raising	raise	VERB
aiti-14700	114	26	my	my	PRON
aiti-14700	114	27	children	child	NOUN
aiti-14700	114	28	.	.	PUNCT
aiti-14700	115	1	i	i	PRON
aiti-14700	115	2	’m	’m	AUX
aiti-14700	115	3	always	always	ADV
aiti-14700	115	4	crying	cry	VERB
aiti-14700	115	5	...	...	PUNCT
aiti-14700	115	6	even	even	ADV
aiti-14700	115	7	though	though	SCONJ
aiti-14700	115	8	i	i	PRON
aiti-14700	115	9	want	want	VERB
aiti-14700	115	10	to	to	PART
aiti-14700	115	11	cry	cry	VERB
aiti-14700	115	12	too	too	ADV
aiti-14700	115	13	...	...	PUNCT
aiti-14700	115	14	”	"	PUNCT
aiti-14700	115	15	,	,	PUNCT
aiti-14700	115	16	“	"	PUNCT
aiti-14700	115	17	i	i	PRON
aiti-14700	115	18	am	be	AUX
aiti-14700	115	19	frustrated	frustrate	VERB
aiti-14700	115	20	with	with	ADP
aiti-14700	115	21	my	my	PRON
aiti-14700	115	22	mom	mom	NOUN
aiti-14700	115	23	's	's	PART
aiti-14700	115	24	friends	friend	NOUN
aiti-14700	115	25	at	at	ADP
aiti-14700	115	26	daycare	daycare	NOUN
aiti-14700	115	27	.	.	PUNCT
aiti-14700	116	1	i	i	PRON
aiti-14700	116	2	always	always	ADV
aiti-14700	116	3	give	give	VERB
aiti-14700	116	4	them	they	PRON
aiti-14700	116	5	gifts	gift	NOUN
aiti-14700	116	6	and	and	CCONJ
aiti-14700	116	7	such	such	ADJ
aiti-14700	116	8	,	,	PUNCT
aiti-14700	116	9	but	but	CCONJ
aiti-14700	116	10	i	i	PRON
aiti-14700	116	11	never	never	ADV
aiti-14700	116	12	receive	receive	VERB
aiti-14700	116	13	anything	anything	PRON
aiti-14700	116	14	in	in	ADP
aiti-14700	116	15	return	return	NOUN
aiti-14700	116	16	.	.	PUNCT
aiti-14700	117	1	do	do	AUX
aiti-14700	117	2	they	they	PRON
aiti-14700	117	3	have	have	VERB
aiti-14700	117	4	no	no	DET
aiti-14700	117	5	common	common	ADJ
aiti-14700	117	6	sense	sense	NOUN
aiti-14700	117	7	?	?	PUNCT
aiti-14700	117	8	”	"	PUNCT
aiti-14700	117	9	as	as	ADP
aiti-14700	117	10	a	a	DET
aiti-14700	117	11	result	result	NOUN
aiti-14700	117	12	of	of	ADP
aiti-14700	117	13	data	datum	NOUN
aiti-14700	117	14	augmentation	augmentation	NOUN
aiti-14700	117	15	using	use	VERB
aiti-14700	117	16	the	the	DET
aiti-14700	117	17	above	above	ADJ
aiti-14700	117	18	prompt	prompt	NOUN
aiti-14700	117	19	,	,	PUNCT
aiti-14700	117	20	a	a	DET
aiti-14700	117	21	variety	variety	NOUN
aiti-14700	117	22	of	of	ADP
aiti-14700	117	23	synthetic	synthetic	ADJ
aiti-14700	117	24	complaints	complaint	NOUN
aiti-14700	117	25	were	be	AUX
aiti-14700	117	26	generated	generate	VERB
aiti-14700	117	27	.	.	PUNCT
aiti-14700	118	1	for	for	ADP
aiti-14700	118	2	example	example	NOUN
aiti-14700	118	3	,	,	PUNCT
aiti-14700	118	4	one	one	NUM
aiti-14700	118	5	post	post	NOUN
aiti-14700	118	6	described	describe	VERB
aiti-14700	118	7	the	the	DET
aiti-14700	118	8	difficulty	difficulty	NOUN
aiti-14700	118	9	in	in	ADP
aiti-14700	118	10	satisfying	satisfy	VERB
aiti-14700	118	11	every	every	DET
aiti-14700	118	12	family	family	NOUN
aiti-14700	118	13	member	member	NOUN
aiti-14700	118	14	's	's	PART
aiti-14700	118	15	food	food	NOUN
aiti-14700	118	16	preferences	preference	NOUN
aiti-14700	118	17	,	,	PUNCT
aiti-14700	118	18	stating	state	VERB
aiti-14700	118	19	that	that	SCONJ
aiti-14700	118	20	preparing	prepare	VERB
aiti-14700	118	21	meals	meal	NOUN
aiti-14700	118	22	was	be	AUX
aiti-14700	118	23	exhausting	exhausting	ADJ
aiti-14700	118	24	.	.	PUNCT
aiti-14700	119	1	another	another	DET
aiti-14700	119	2	synthetic	synthetic	ADJ
aiti-14700	119	3	entry	entry	NOUN
aiti-14700	119	4	mentioned	mention	VERB
aiti-14700	119	5	a	a	DET
aiti-14700	119	6	child	child	NOUN
aiti-14700	119	7	’s	’s	PART
aiti-14700	119	8	reluctance	reluctance	NOUN
aiti-14700	119	9	to	to	PART
aiti-14700	119	10	begin	begin	VERB
aiti-14700	119	11	homework	homework	NOUN
aiti-14700	119	12	,	,	PUNCT
aiti-14700	119	13	causing	cause	VERB
aiti-14700	119	14	frequent	frequent	ADJ
aiti-14700	119	15	frustration	frustration	NOUN
aiti-14700	119	16	for	for	ADP
aiti-14700	119	17	the	the	DET
aiti-14700	119	18	parent	parent	NOUN
aiti-14700	119	19	.	.	PUNCT
aiti-14700	120	1	a	a	DET
aiti-14700	120	2	third	third	ADJ
aiti-14700	120	3	example	example	NOUN
aiti-14700	120	4	highlighted	highlight	VERB
aiti-14700	120	5	the	the	DET
aiti-14700	120	6	burden	burden	NOUN
aiti-14700	120	7	placed	place	VERB
aiti-14700	120	8	on	on	ADP
aiti-14700	120	9	mothers	mother	NOUN
aiti-14700	120	10	due	due	ADP
aiti-14700	120	11	to	to	ADP
aiti-14700	120	12	the	the	DET
aiti-14700	120	13	unequal	unequal	ADJ
aiti-14700	120	14	division	division	NOUN
aiti-14700	120	15	of	of	ADP
aiti-14700	120	16	household	household	NOUN
aiti-14700	120	17	chores	chore	NOUN
aiti-14700	120	18	,	,	PUNCT
aiti-14700	120	19	despite	despite	SCONJ
aiti-14700	120	20	both	both	DET
aiti-14700	120	21	partners	partner	NOUN
aiti-14700	120	22	being	be	AUX
aiti-14700	120	23	employed	employ	VERB
aiti-14700	120	24	.	.	PUNCT
aiti-14700	121	1	these	these	PRON
aiti-14700	121	2	generated	generate	VERB
aiti-14700	121	3	complaints	complaint	NOUN
aiti-14700	121	4	resemble	resemble	VERB
aiti-14700	121	5	real	real	ADJ
aiti-14700	121	6	-	-	PUNCT
aiti-14700	121	7	world	world	NOUN
aiti-14700	121	8	parenting	parenting	NOUN
aiti-14700	121	9	concerns	concern	NOUN
aiti-14700	121	10	and	and	CCONJ
aiti-14700	121	11	were	be	AUX
aiti-14700	121	12	used	use	VERB
aiti-14700	121	13	to	to	PART
aiti-14700	121	14	augment	augment	VERB
aiti-14700	121	15	the	the	DET
aiti-14700	121	16	training	training	NOUN
aiti-14700	121	17	dataset	dataset	NOUN
aiti-14700	121	18	.	.	PUNCT
aiti-14700	122	1	advances	advance	NOUN
aiti-14700	122	2	in	in	ADP
aiti-14700	122	3	technology	technology	NOUN
aiti-14700	122	4	innovation	innovation	NOUN
aiti-14700	122	5	,	,	PUNCT
aiti-14700	122	6	vol	vol	NOUN
aiti-14700	122	7	.	.	PROPN
aiti-14700	123	1	10	10	NUM
aiti-14700	123	2	,	,	PUNCT
aiti-14700	123	3	no	no	INTJ
aiti-14700	123	4	.	.	NOUN
aiti-14700	123	5	4	4	NUM
aiti-14700	123	6	,	,	PUNCT
aiti-14700	123	7	2025	2025	NUM
aiti-14700	123	8	,	,	PUNCT
aiti-14700	123	9	pp	pp	ADJ
aiti-14700	123	10	.	.	PUNCT
aiti-14700	124	1	383	383	NUM
aiti-14700	124	2	-	-	SYM
aiti-14700	124	3	394	394	NUM
aiti-14700	124	4	387	387	NUM
aiti-14700	124	5	3.3	3.3	NUM
aiti-14700	124	6	.	.	PUNCT
aiti-14700	125	1	vectorizing	vectorize	VERB
aiti-14700	125	2	method	method	NOUN
aiti-14700	125	3	to	to	PART
aiti-14700	125	4	process	process	VERB
aiti-14700	125	5	the	the	DET
aiti-14700	125	6	textual	textual	ADJ
aiti-14700	125	7	data	datum	NOUN
aiti-14700	125	8	for	for	ADP
aiti-14700	125	9	classification	classification	NOUN
aiti-14700	125	10	,	,	PUNCT
aiti-14700	125	11	the	the	DET
aiti-14700	125	12	posts	post	NOUN
aiti-14700	125	13	were	be	AUX
aiti-14700	125	14	converted	convert	VERB
aiti-14700	125	15	into	into	ADP
aiti-14700	125	16	numerical	numerical	ADJ
aiti-14700	125	17	representations	representation	NOUN
aiti-14700	125	18	using	use	VERB
aiti-14700	125	19	the	the	DET
aiti-14700	125	20	following	follow	VERB
aiti-14700	125	21	vectorization	vectorization	NOUN
aiti-14700	125	22	methods	method	NOUN
aiti-14700	125	23	:	:	PUNCT
aiti-14700	125	24	(	(	PUNCT
aiti-14700	125	25	1	1	X
aiti-14700	125	26	)	)	PUNCT
aiti-14700	125	27	bag	bag	NOUN
aiti-14700	125	28	-	-	PUNCT
aiti-14700	125	29	of	of	ADP
aiti-14700	125	30	-	-	PUNCT
aiti-14700	125	31	words	word	NOUN
aiti-14700	125	32	the	the	DET
aiti-14700	125	33	bow	bow	NOUN
aiti-14700	125	34	method	method	NOUN
aiti-14700	125	35	is	be	AUX
aiti-14700	125	36	one	one	NUM
aiti-14700	125	37	of	of	ADP
aiti-14700	125	38	the	the	DET
aiti-14700	125	39	most	most	ADV
aiti-14700	125	40	useful	useful	ADJ
aiti-14700	125	41	techniques	technique	NOUN
aiti-14700	125	42	for	for	ADP
aiti-14700	125	43	representing	represent	VERB
aiti-14700	125	44	text	text	NOUN
aiti-14700	125	45	data	datum	NOUN
aiti-14700	125	46	numerically	numerically	ADV
aiti-14700	125	47	.	.	PUNCT
aiti-14700	126	1	this	this	DET
aiti-14700	126	2	approach	approach	NOUN
aiti-14700	126	3	treats	treat	VERB
aiti-14700	126	4	a	a	DET
aiti-14700	126	5	piece	piece	NOUN
aiti-14700	126	6	of	of	ADP
aiti-14700	126	7	text	text	NOUN
aiti-14700	126	8	as	as	ADP
aiti-14700	126	9	an	an	DET
aiti-14700	126	10	unordered	unordered	ADJ
aiti-14700	126	11	collection	collection	NOUN
aiti-14700	126	12	of	of	ADP
aiti-14700	126	13	words	word	NOUN
aiti-14700	126	14	,	,	PUNCT
aiti-14700	126	15	disregarding	disregard	VERB
aiti-14700	126	16	grammar	grammar	NOUN
aiti-14700	126	17	,	,	PUNCT
aiti-14700	126	18	syntax	syntax	NOUN
aiti-14700	126	19	,	,	PUNCT
aiti-14700	126	20	and	and	CCONJ
aiti-14700	126	21	word	word	NOUN
aiti-14700	126	22	order	order	NOUN
aiti-14700	126	23	while	while	SCONJ
aiti-14700	126	24	retaining	retain	VERB
aiti-14700	126	25	the	the	DET
aiti-14700	126	26	frequency	frequency	NOUN
aiti-14700	126	27	of	of	ADP
aiti-14700	126	28	each	each	DET
aiti-14700	126	29	word	word	NOUN
aiti-14700	126	30	's	's	PART
aiti-14700	126	31	occurrence	occurrence	NOUN
aiti-14700	126	32	within	within	ADP
aiti-14700	126	33	the	the	DET
aiti-14700	126	34	text	text	NOUN
aiti-14700	126	35	.	.	PUNCT
aiti-14700	127	1	each	each	DET
aiti-14700	127	2	unique	unique	ADJ
aiti-14700	127	3	word	word	NOUN
aiti-14700	127	4	in	in	ADP
aiti-14700	127	5	the	the	DET
aiti-14700	127	6	dataset	dataset	NOUN
aiti-14700	127	7	forms	form	NOUN
aiti-14700	127	8	a	a	DET
aiti-14700	127	9	feature	feature	NOUN
aiti-14700	127	10	in	in	ADP
aiti-14700	127	11	the	the	DET
aiti-14700	127	12	representation	representation	NOUN
aiti-14700	127	13	,	,	PUNCT
aiti-14700	127	14	resulting	result	VERB
aiti-14700	127	15	in	in	ADP
aiti-14700	127	16	a	a	DET
aiti-14700	127	17	high	high	ADV
aiti-14700	127	18	-	-	PUNCT
aiti-14700	127	19	dimensional	dimensional	ADJ
aiti-14700	127	20	,	,	PUNCT
aiti-14700	127	21	sparse	sparse	ADJ
aiti-14700	127	22	vector	vector	NOUN
aiti-14700	127	23	for	for	ADP
aiti-14700	127	24	each	each	DET
aiti-14700	127	25	document	document	NOUN
aiti-14700	127	26	.	.	PUNCT
aiti-14700	128	1	despite	despite	SCONJ
aiti-14700	128	2	its	its	PRON
aiti-14700	128	3	simplicity	simplicity	NOUN
aiti-14700	128	4	,	,	PUNCT
aiti-14700	128	5	bow	bow	NOUN
aiti-14700	128	6	is	be	AUX
aiti-14700	128	7	effective	effective	ADJ
aiti-14700	128	8	in	in	ADP
aiti-14700	128	9	capturing	capture	VERB
aiti-14700	128	10	the	the	DET
aiti-14700	128	11	presence	presence	NOUN
aiti-14700	128	12	or	or	CCONJ
aiti-14700	128	13	absence	absence	NOUN
aiti-14700	128	14	of	of	ADP
aiti-14700	128	15	keywords	keyword	NOUN
aiti-14700	128	16	and	and	CCONJ
aiti-14700	128	17	is	be	AUX
aiti-14700	128	18	widely	widely	ADV
aiti-14700	128	19	used	use	VERB
aiti-14700	128	20	in	in	ADP
aiti-14700	128	21	basic	basic	ADJ
aiti-14700	128	22	text	text	NOUN
aiti-14700	128	23	classification	classification	NOUN
aiti-14700	128	24	and	and	CCONJ
aiti-14700	128	25	retrieval	retrieval	NOUN
aiti-14700	128	26	tasks	task	NOUN
aiti-14700	129	1	[	[	X
aiti-14700	129	2	12	12	NUM
aiti-14700	129	3	-	-	SYM
aiti-14700	129	4	13	13	NUM
aiti-14700	129	5	]	]	PUNCT
aiti-14700	129	6	.	.	PUNCT
aiti-14700	130	1	however	however	ADV
aiti-14700	130	2	,	,	PUNCT
aiti-14700	130	3	it	it	PRON
aiti-14700	130	4	can	can	AUX
aiti-14700	130	5	not	not	PART
aiti-14700	130	6	capture	capture	VERB
aiti-14700	130	7	semantic	semantic	ADJ
aiti-14700	130	8	relationships	relationship	NOUN
aiti-14700	130	9	between	between	ADP
aiti-14700	130	10	words	word	NOUN
aiti-14700	130	11	or	or	CCONJ
aiti-14700	130	12	contextual	contextual	ADJ
aiti-14700	130	13	meaning	meaning	NOUN
aiti-14700	130	14	,	,	PUNCT
aiti-14700	130	15	which	which	PRON
aiti-14700	130	16	can	can	AUX
aiti-14700	130	17	limit	limit	VERB
aiti-14700	130	18	its	its	PRON
aiti-14700	130	19	effectiveness	effectiveness	NOUN
aiti-14700	130	20	in	in	ADP
aiti-14700	130	21	complex	complex	ADJ
aiti-14700	130	22	natural	natural	ADJ
aiti-14700	130	23	language	language	NOUN
aiti-14700	130	24	processing	processing	NOUN
aiti-14700	130	25	tasks	task	NOUN
aiti-14700	130	26	.	.	PUNCT
aiti-14700	131	1	(	(	PUNCT
aiti-14700	131	2	2	2	X
aiti-14700	131	3	)	)	PUNCT
aiti-14700	131	4	doc2vec	doc2vec	NOUN
aiti-14700	131	5	doc2vec	doc2vec	NOUN
aiti-14700	131	6	[	[	X
aiti-14700	131	7	14	14	NUM
aiti-14700	131	8	]	]	PUNCT
aiti-14700	131	9	is	be	AUX
aiti-14700	131	10	an	an	DET
aiti-14700	131	11	advanced	advanced	ADJ
aiti-14700	131	12	text	text	NOUN
aiti-14700	131	13	embedding	embed	VERB
aiti-14700	131	14	technique	technique	NOUN
aiti-14700	131	15	that	that	PRON
aiti-14700	131	16	builds	build	VERB
aiti-14700	131	17	on	on	ADP
aiti-14700	131	18	the	the	DET
aiti-14700	131	19	principles	principle	NOUN
aiti-14700	131	20	of	of	ADP
aiti-14700	131	21	word2vec	word2vec	PROPN
aiti-14700	131	22	,	,	PUNCT
aiti-14700	131	23	extending	extend	VERB
aiti-14700	131	24	the	the	DET
aiti-14700	131	25	algorithm	algorithm	NOUN
aiti-14700	131	26	to	to	PART
aiti-14700	131	27	represent	represent	VERB
aiti-14700	131	28	entire	entire	ADJ
aiti-14700	131	29	documents	document	NOUN
aiti-14700	131	30	rather	rather	ADV
aiti-14700	131	31	than	than	ADP
aiti-14700	131	32	individual	individual	ADJ
aiti-14700	131	33	words	word	NOUN
aiti-14700	131	34	.	.	PUNCT
aiti-14700	132	1	by	by	ADP
aiti-14700	132	2	capturing	capture	VERB
aiti-14700	132	3	the	the	DET
aiti-14700	132	4	context	context	NOUN
aiti-14700	132	5	in	in	ADP
aiti-14700	132	6	which	which	PRON
aiti-14700	132	7	words	word	NOUN
aiti-14700	132	8	appear	appear	VERB
aiti-14700	132	9	and	and	CCONJ
aiti-14700	132	10	their	their	PRON
aiti-14700	132	11	relative	relative	ADJ
aiti-14700	132	12	positions	position	NOUN
aiti-14700	132	13	within	within	ADP
aiti-14700	132	14	the	the	DET
aiti-14700	132	15	text	text	NOUN
aiti-14700	132	16	,	,	PUNCT
aiti-14700	132	17	doc2vec	doc2vec	PROPN
aiti-14700	132	18	creates	create	VERB
aiti-14700	132	19	dense	dense	ADJ
aiti-14700	132	20	,	,	PUNCT
aiti-14700	132	21	low	low	ADJ
aiti-14700	132	22	-	-	PUNCT
aiti-14700	132	23	dimensional	dimensional	ADJ
aiti-14700	132	24	vector	vector	NOUN
aiti-14700	132	25	representations	representation	NOUN
aiti-14700	132	26	that	that	PRON
aiti-14700	132	27	encode	encode	VERB
aiti-14700	132	28	semantic	semantic	ADJ
aiti-14700	132	29	information	information	NOUN
aiti-14700	132	30	.	.	PUNCT
aiti-14700	133	1	this	this	DET
aiti-14700	133	2	method	method	NOUN
aiti-14700	133	3	is	be	AUX
aiti-14700	133	4	particularly	particularly	ADV
aiti-14700	133	5	well	well	ADV
aiti-14700	133	6	-	-	PUNCT
aiti-14700	133	7	suited	suit	VERB
aiti-14700	133	8	for	for	ADP
aiti-14700	133	9	tasks	task	NOUN
aiti-14700	133	10	where	where	SCONJ
aiti-14700	133	11	understanding	understand	VERB
aiti-14700	133	12	the	the	DET
aiti-14700	133	13	overall	overall	ADJ
aiti-14700	133	14	meaning	meaning	NOUN
aiti-14700	133	15	or	or	CCONJ
aiti-14700	133	16	sentiment	sentiment	NOUN
aiti-14700	133	17	of	of	ADP
aiti-14700	133	18	a	a	DET
aiti-14700	133	19	document	document	NOUN
aiti-14700	133	20	is	be	AUX
aiti-14700	133	21	important	important	ADJ
aiti-14700	133	22	,	,	PUNCT
aiti-14700	133	23	such	such	ADJ
aiti-14700	133	24	as	as	ADP
aiti-14700	133	25	classification	classification	NOUN
aiti-14700	133	26	,	,	PUNCT
aiti-14700	133	27	clustering	clustering	NOUN
aiti-14700	133	28	,	,	PUNCT
aiti-14700	133	29	or	or	CCONJ
aiti-14700	133	30	recommendation	recommendation	NOUN
aiti-14700	133	31	systems	system	NOUN
aiti-14700	133	32	.	.	PUNCT
aiti-14700	134	1	unlike	unlike	ADP
aiti-14700	134	2	bow	bow	NOUN
aiti-14700	134	3	,	,	PUNCT
aiti-14700	134	4	doc2vec	doc2vec	PROPN
aiti-14700	134	5	considers	consider	VERB
aiti-14700	134	6	terms	term	NOUN
aiti-14700	134	7	’	'	PUNCT
aiti-14700	134	8	sequence	sequence	NOUN
aiti-14700	134	9	and	and	CCONJ
aiti-14700	134	10	co	co	NOUN
aiti-14700	134	11	-	-	NOUN
aiti-14700	134	12	occurrence	occurrence	ADJ
aiti-14700	134	13	patterns	pattern	NOUN
aiti-14700	134	14	of	of	ADP
aiti-14700	134	15	words	word	NOUN
aiti-14700	134	16	,	,	PUNCT
aiti-14700	134	17	allowing	allow	VERB
aiti-14700	134	18	it	it	PRON
aiti-14700	134	19	to	to	PART
aiti-14700	134	20	preserve	preserve	VERB
aiti-14700	134	21	the	the	DET
aiti-14700	134	22	structure	structure	NOUN
aiti-14700	134	23	and	and	CCONJ
aiti-14700	134	24	meaning	meaning	NOUN
aiti-14700	134	25	of	of	ADP
aiti-14700	134	26	the	the	DET
aiti-14700	134	27	text	text	NOUN
aiti-14700	134	28	more	more	ADV
aiti-14700	134	29	effectively	effectively	ADV
aiti-14700	134	30	.	.	PUNCT
aiti-14700	135	1	its	its	PRON
aiti-14700	135	2	ability	ability	NOUN
aiti-14700	135	3	to	to	PART
aiti-14700	135	4	generate	generate	VERB
aiti-14700	135	5	embeddings	embedding	NOUN
aiti-14700	135	6	that	that	PRON
aiti-14700	135	7	reflect	reflect	VERB
aiti-14700	135	8	both	both	DET
aiti-14700	135	9	word	word	NOUN
aiti-14700	135	10	-	-	PUNCT
aiti-14700	135	11	level	level	NOUN
aiti-14700	135	12	and	and	CCONJ
aiti-14700	135	13	document	document	NOUN
aiti-14700	135	14	-	-	PUNCT
aiti-14700	135	15	level	level	NOUN
aiti-14700	135	16	semantics	semantic	NOUN
aiti-14700	135	17	makes	make	VERB
aiti-14700	135	18	it	it	PRON
aiti-14700	135	19	a	a	DET
aiti-14700	135	20	powerful	powerful	ADJ
aiti-14700	135	21	tool	tool	NOUN
aiti-14700	135	22	for	for	ADP
aiti-14700	135	23	text	text	NOUN
aiti-14700	135	24	representation	representation	NOUN
aiti-14700	135	25	in	in	ADP
aiti-14700	135	26	various	various	ADJ
aiti-14700	135	27	machine	machine	NOUN
aiti-14700	135	28	-	-	PUNCT
aiti-14700	135	29	learning	learn	VERB
aiti-14700	135	30	applications	application	NOUN
aiti-14700	135	31	[	[	X
aiti-14700	135	32	15	15	NUM
aiti-14700	135	33	]	]	PUNCT
aiti-14700	135	34	.	.	PUNCT
aiti-14700	136	1	fig.2	fig.2	PROPN
aiti-14700	136	2	visually	visually	ADV
aiti-14700	136	3	represents	represent	VERB
aiti-14700	136	4	doc2vec	doc2vec	PROPN
aiti-14700	136	5	.	.	PROPN
aiti-14700	136	6	fig	fig	NOUN
aiti-14700	136	7	.	.	PUNCT
aiti-14700	137	1	2	2	NUM
aiti-14700	137	2	image	image	NOUN
aiti-14700	137	3	of	of	ADP
aiti-14700	137	4	doc2vec	doc2vec	NOUN
aiti-14700	137	5	(	(	PUNCT
aiti-14700	137	6	3	3	NUM
aiti-14700	137	7	)	)	PUNCT
aiti-14700	137	8	sparse	sparse	ADJ
aiti-14700	137	9	composite	composite	ADJ
aiti-14700	137	10	document	document	NOUN
aiti-14700	137	11	vectors	vector	NOUN
aiti-14700	137	12	scdv	scdv	NOUN
aiti-14700	137	13	[	[	X
aiti-14700	137	14	16	16	NUM
aiti-14700	137	15	]	]	PUNCT
aiti-14700	137	16	combines	combine	VERB
aiti-14700	137	17	the	the	DET
aiti-14700	137	18	strengths	strength	NOUN
aiti-14700	137	19	of	of	ADP
aiti-14700	137	20	word2vec	word2vec	X
aiti-14700	137	21	[	[	X
aiti-14700	137	22	17	17	NUM
aiti-14700	137	23	]	]	SYM
aiti-14700	137	24	embeddings	embedding	NOUN
aiti-14700	137	25	and	and	CCONJ
aiti-14700	137	26	soft	soft	ADJ
aiti-14700	137	27	clustering	clustering	ADJ
aiti-14700	137	28	techniques	technique	NOUN
aiti-14700	137	29	to	to	PART
aiti-14700	137	30	create	create	VERB
aiti-14700	137	31	a	a	DET
aiti-14700	137	32	hybrid	hybrid	ADJ
aiti-14700	137	33	approach	approach	NOUN
aiti-14700	137	34	for	for	ADP
aiti-14700	137	35	text	text	NOUN
aiti-14700	137	36	representation	representation	NOUN
aiti-14700	137	37	.	.	PUNCT
aiti-14700	138	1	scdv	scdv	NOUN
aiti-14700	138	2	begins	begin	VERB
aiti-14700	138	3	by	by	ADP
aiti-14700	138	4	generating	generate	VERB
aiti-14700	138	5	word	word	NOUN
aiti-14700	138	6	vectors	vector	NOUN
aiti-14700	138	7	using	use	VERB
aiti-14700	138	8	word2vec	word2vec	ADV
aiti-14700	138	9	and	and	CCONJ
aiti-14700	138	10	then	then	ADV
aiti-14700	138	11	applies	apply	VERB
aiti-14700	138	12	a	a	DET
aiti-14700	138	13	soft	soft	ADJ
aiti-14700	138	14	clustering	clustering	ADJ
aiti-14700	138	15	algorithm	algorithm	NOUN
aiti-14700	138	16	,	,	PUNCT
aiti-14700	138	17	such	such	ADJ
aiti-14700	138	18	as	as	ADP
aiti-14700	138	19	gaussian	gaussian	ADJ
aiti-14700	138	20	mixture	mixture	NOUN
aiti-14700	138	21	models	model	NOUN
aiti-14700	138	22	,	,	PUNCT
aiti-14700	138	23	to	to	PART
aiti-14700	138	24	group	group	VERB
aiti-14700	138	25	these	these	DET
aiti-14700	138	26	vectors	vector	NOUN
aiti-14700	138	27	into	into	ADP
aiti-14700	138	28	clusters	cluster	NOUN
aiti-14700	138	29	.	.	PUNCT
aiti-14700	139	1	each	each	DET
aiti-14700	139	2	word	word	NOUN
aiti-14700	139	3	is	be	AUX
aiti-14700	139	4	assigned	assign	VERB
aiti-14700	139	5	a	a	DET
aiti-14700	139	6	probability	probability	NOUN
aiti-14700	139	7	of	of	ADP
aiti-14700	139	8	belonging	belong	VERB
aiti-14700	139	9	to	to	ADP
aiti-14700	139	10	multiple	multiple	ADJ
aiti-14700	139	11	clusters	cluster	NOUN
aiti-14700	139	12	,	,	PUNCT
aiti-14700	139	13	capturing	capture	VERB
aiti-14700	139	14	its	its	PRON
aiti-14700	139	15	polysemous	polysemous	ADJ
aiti-14700	139	16	(	(	PUNCT
aiti-14700	139	17	multi	multi	ADJ
aiti-14700	139	18	-	-	ADJ
aiti-14700	139	19	sense	sense	ADJ
aiti-14700	139	20	)	)	PUNCT
aiti-14700	139	21	nature	nature	NOUN
aiti-14700	139	22	.	.	PUNCT
aiti-14700	140	1	these	these	DET
aiti-14700	140	2	clustered	clustered	ADJ
aiti-14700	140	3	word	word	NOUN
aiti-14700	140	4	vectors	vector	NOUN
aiti-14700	140	5	are	be	AUX
aiti-14700	140	6	then	then	ADV
aiti-14700	140	7	aggregated	aggregate	VERB
aiti-14700	140	8	to	to	PART
aiti-14700	140	9	form	form	VERB
aiti-14700	140	10	sparse	sparse	ADJ
aiti-14700	140	11	and	and	CCONJ
aiti-14700	140	12	dense	dense	ADJ
aiti-14700	140	13	document	document	NOUN
aiti-14700	140	14	embeddings	embedding	NOUN
aiti-14700	140	15	,	,	PUNCT
aiti-14700	140	16	allowing	allow	VERB
aiti-14700	140	17	for	for	ADP
aiti-14700	140	18	a	a	DET
aiti-14700	140	19	more	more	ADV
aiti-14700	140	20	nuanced	nuanced	ADJ
aiti-14700	140	21	and	and	CCONJ
aiti-14700	140	22	context	context	NOUN
aiti-14700	140	23	-	-	PUNCT
aiti-14700	140	24	aware	aware	ADJ
aiti-14700	140	25	representation	representation	NOUN
aiti-14700	140	26	of	of	ADP
aiti-14700	140	27	text	text	NOUN
aiti-14700	140	28	.	.	PUNCT
aiti-14700	141	1	scdv	scdv	NOUN
aiti-14700	141	2	effectively	effectively	ADV
aiti-14700	141	3	balances	balance	VERB
aiti-14700	141	4	between	between	ADP
aiti-14700	141	5	capturing	capture	VERB
aiti-14700	141	6	the	the	DET
aiti-14700	141	7	global	global	ADJ
aiti-14700	141	8	structure	structure	NOUN
aiti-14700	141	9	of	of	ADP
aiti-14700	141	10	a	a	DET
aiti-14700	141	11	document	document	NOUN
aiti-14700	141	12	and	and	CCONJ
aiti-14700	141	13	the	the	DET
aiti-14700	141	14	localized	localized	ADJ
aiti-14700	141	15	meaning	meaning	NOUN
aiti-14700	141	16	of	of	ADP
aiti-14700	141	17	individual	individual	ADJ
aiti-14700	141	18	words	word	NOUN
aiti-14700	141	19	,	,	PUNCT
aiti-14700	141	20	making	make	VERB
aiti-14700	141	21	it	it	PRON
aiti-14700	141	22	a	a	DET
aiti-14700	141	23	robust	robust	ADJ
aiti-14700	141	24	choice	choice	NOUN
aiti-14700	141	25	for	for	ADP
aiti-14700	141	26	tasks	task	NOUN
aiti-14700	141	27	that	that	PRON
aiti-14700	141	28	require	require	VERB
aiti-14700	141	29	both	both	CCONJ
aiti-14700	141	30	semantic	semantic	ADJ
aiti-14700	141	31	depth	depth	NOUN
aiti-14700	141	32	and	and	CCONJ
aiti-14700	141	33	interpretability	interpretability	NOUN
aiti-14700	141	34	.	.	PUNCT
aiti-14700	142	1	its	its	PRON
aiti-14700	142	2	flexibility	flexibility	NOUN
aiti-14700	142	3	and	and	CCONJ
aiti-14700	142	4	ability	ability	NOUN
aiti-14700	142	5	to	to	PART
aiti-14700	142	6	handle	handle	VERB
aiti-14700	142	7	multi	multi	ADJ
aiti-14700	142	8	-	-	ADJ
aiti-14700	142	9	sense	sense	ADJ
aiti-14700	142	10	words	word	NOUN
aiti-14700	142	11	provide	provide	VERB
aiti-14700	142	12	significant	significant	ADJ
aiti-14700	142	13	advantages	advantage	NOUN
aiti-14700	142	14	over	over	ADP
aiti-14700	142	15	traditional	traditional	ADJ
aiti-14700	142	16	vectorization	vectorization	NOUN
aiti-14700	142	17	methods	method	NOUN
aiti-14700	142	18	like	like	ADP
aiti-14700	142	19	bow	bow	VERB
aiti-14700	142	20	or	or	CCONJ
aiti-14700	142	21	even	even	ADV
aiti-14700	142	22	doc2vec	doc2vec	VERB
aiti-14700	142	23	in	in	ADP
aiti-14700	142	24	certain	certain	ADJ
aiti-14700	142	25	contexts	context	NOUN
aiti-14700	142	26	[	[	X
aiti-14700	142	27	18	18	NUM
aiti-14700	142	28	]	]	PUNCT
aiti-14700	142	29	.	.	PUNCT
aiti-14700	143	1	advances	advance	NOUN
aiti-14700	143	2	in	in	ADP
aiti-14700	143	3	technology	technology	NOUN
aiti-14700	143	4	innovation	innovation	NOUN
aiti-14700	143	5	,	,	PUNCT
aiti-14700	143	6	vol	vol	NOUN
aiti-14700	143	7	.	.	PROPN
aiti-14700	144	1	10	10	NUM
aiti-14700	144	2	,	,	PUNCT
aiti-14700	144	3	no	no	INTJ
aiti-14700	144	4	.	.	NOUN
aiti-14700	144	5	4	4	NUM
aiti-14700	144	6	,	,	PUNCT
aiti-14700	144	7	2025	2025	NUM
aiti-14700	144	8	,	,	PUNCT
aiti-14700	144	9	pp	pp	ADJ
aiti-14700	144	10	.	.	PUNCT
aiti-14700	145	1	383	383	NUM
aiti-14700	145	2	-	-	SYM
aiti-14700	145	3	394	394	NUM
aiti-14700	145	4	388	388	NUM
aiti-14700	145	5	3.4	3.4	NUM
aiti-14700	145	6	.	.	PUNCT
aiti-14700	145	7	classification	classification	NOUN
aiti-14700	145	8	method	method	NOUN
aiti-14700	145	9	in	in	ADP
aiti-14700	145	10	this	this	DET
aiti-14700	145	11	study	study	NOUN
aiti-14700	145	12	,	,	PUNCT
aiti-14700	145	13	lightgbm	lightgbm	VERB
aiti-14700	145	14	[	[	X
aiti-14700	145	15	19	19	NUM
aiti-14700	145	16	]	]	PUNCT
aiti-14700	145	17	was	be	AUX
aiti-14700	145	18	employed	employ	VERB
aiti-14700	145	19	as	as	ADP
aiti-14700	145	20	the	the	DET
aiti-14700	145	21	classification	classification	NOUN
aiti-14700	145	22	algorithm	algorithm	NOUN
aiti-14700	145	23	to	to	PART
aiti-14700	145	24	differentiate	differentiate	VERB
aiti-14700	145	25	between	between	ADP
aiti-14700	145	26	complaints	complaint	NOUN
aiti-14700	145	27	and	and	CCONJ
aiti-14700	145	28	noncomplaints	noncomplaint	NOUN
aiti-14700	145	29	in	in	ADP
aiti-14700	145	30	the	the	DET
aiti-14700	145	31	parenting	parenting	NOUN
aiti-14700	145	32	q&a	q&a	PROPN
aiti-14700	145	33	data	datum	NOUN
aiti-14700	145	34	.	.	PUNCT
aiti-14700	146	1	lightgbm	lightgbm	PROPN
aiti-14700	146	2	is	be	AUX
aiti-14700	146	3	a	a	DET
aiti-14700	146	4	state	state	NOUN
aiti-14700	146	5	-	-	PUNCT
aiti-14700	146	6	of	of	ADP
aiti-14700	146	7	-	-	PUNCT
aiti-14700	146	8	the	the	DET
aiti-14700	146	9	-	-	PUNCT
aiti-14700	146	10	art	art	NOUN
aiti-14700	146	11	supervised	supervised	ADJ
aiti-14700	146	12	learning	learning	NOUN
aiti-14700	146	13	technique	technique	NOUN
aiti-14700	146	14	based	base	VERB
aiti-14700	146	15	on	on	ADP
aiti-14700	146	16	gradient	gradient	ADJ
aiti-14700	146	17	boosting	boosting	NOUN
aiti-14700	146	18	,	,	PUNCT
aiti-14700	146	19	a	a	DET
aiti-14700	146	20	method	method	NOUN
aiti-14700	146	21	that	that	PRON
aiti-14700	146	22	builds	build	VERB
aiti-14700	146	23	an	an	DET
aiti-14700	146	24	ensemble	ensemble	NOUN
aiti-14700	146	25	of	of	ADP
aiti-14700	146	26	decision	decision	NOUN
aiti-14700	146	27	trees	tree	NOUN
aiti-14700	146	28	sequentially	sequentially	ADV
aiti-14700	146	29	to	to	PART
aiti-14700	146	30	minimize	minimize	VERB
aiti-14700	146	31	prediction	prediction	NOUN
aiti-14700	146	32	errors	error	NOUN
aiti-14700	146	33	.	.	PUNCT
aiti-14700	147	1	lightgbm	lightgbm	PROPN
aiti-14700	147	2	is	be	AUX
aiti-14700	147	3	known	know	VERB
aiti-14700	147	4	for	for	ADP
aiti-14700	147	5	its	its	PRON
aiti-14700	147	6	high	high	ADJ
aiti-14700	147	7	computational	computational	ADJ
aiti-14700	147	8	efficiency	efficiency	NOUN
aiti-14700	147	9	and	and	CCONJ
aiti-14700	147	10	scalability	scalability	NOUN
aiti-14700	147	11	,	,	PUNCT
aiti-14700	147	12	capable	capable	ADJ
aiti-14700	147	13	of	of	ADP
aiti-14700	147	14	handling	handle	VERB
aiti-14700	147	15	large	large	ADJ
aiti-14700	147	16	datasets	dataset	NOUN
aiti-14700	147	17	and	and	CCONJ
aiti-14700	147	18	high	high	ADJ
aiti-14700	147	19	-	-	PUNCT
aiti-14700	147	20	dimensional	dimensional	ADJ
aiti-14700	147	21	features	feature	NOUN
aiti-14700	147	22	with	with	ADP
aiti-14700	147	23	ease	ease	NOUN
aiti-14700	147	24	.	.	PUNCT
aiti-14700	148	1	its	its	PRON
aiti-14700	148	2	design	design	NOUN
aiti-14700	148	3	optimizes	optimize	VERB
aiti-14700	148	4	both	both	DET
aiti-14700	148	5	speed	speed	NOUN
aiti-14700	148	6	and	and	CCONJ
aiti-14700	148	7	memory	memory	NOUN
aiti-14700	148	8	usage	usage	NOUN
aiti-14700	148	9	,	,	PUNCT
aiti-14700	148	10	making	make	VERB
aiti-14700	148	11	it	it	PRON
aiti-14700	148	12	suitable	suitable	ADJ
aiti-14700	148	13	for	for	ADP
aiti-14700	148	14	handling	handle	VERB
aiti-14700	148	15	sparse	sparse	ADJ
aiti-14700	148	16	data	datum	NOUN
aiti-14700	148	17	,	,	PUNCT
aiti-14700	148	18	such	such	ADJ
aiti-14700	148	19	as	as	ADP
aiti-14700	148	20	that	that	PRON
aiti-14700	148	21	generated	generate	VERB
aiti-14700	148	22	by	by	ADP
aiti-14700	148	23	bow	bow	NOUN
aiti-14700	148	24	or	or	CCONJ
aiti-14700	148	25	scdv	scdv	NOUN
aiti-14700	148	26	.	.	PUNCT
aiti-14700	149	1	by	by	ADP
aiti-14700	149	2	leveraging	leverage	VERB
aiti-14700	149	3	techniques	technique	NOUN
aiti-14700	149	4	such	such	ADJ
aiti-14700	149	5	as	as	ADP
aiti-14700	149	6	histogram	histogram	NOUN
aiti-14700	149	7	-	-	PUNCT
aiti-14700	149	8	based	base	VERB
aiti-14700	149	9	learning	learning	NOUN
aiti-14700	149	10	and	and	CCONJ
aiti-14700	149	11	leaf	leaf	NOUN
aiti-14700	149	12	-	-	PUNCT
aiti-14700	149	13	wise	wise	ADJ
aiti-14700	149	14	tree	tree	NOUN
aiti-14700	149	15	growth	growth	NOUN
aiti-14700	149	16	,	,	PUNCT
aiti-14700	149	17	lightgbm	lightgbm	VERB
aiti-14700	149	18	achieves	achieve	VERB
aiti-14700	149	19	superior	superior	ADJ
aiti-14700	149	20	performance	performance	NOUN
aiti-14700	149	21	in	in	ADP
aiti-14700	149	22	terms	term	NOUN
aiti-14700	149	23	of	of	ADP
aiti-14700	149	24	classification	classification	NOUN
aiti-14700	149	25	accuracy	accuracy	NOUN
aiti-14700	149	26	and	and	CCONJ
aiti-14700	149	27	model	model	NOUN
aiti-14700	149	28	interpretability	interpretability	NOUN
aiti-14700	149	29	while	while	SCONJ
aiti-14700	149	30	maintaining	maintain	VERB
aiti-14700	149	31	fast	fast	ADJ
aiti-14700	149	32	training	training	NOUN
aiti-14700	149	33	and	and	CCONJ
aiti-14700	149	34	prediction	prediction	NOUN
aiti-14700	149	35	times	time	NOUN
aiti-14700	149	36	.	.	PUNCT
aiti-14700	150	1	this	this	PRON
aiti-14700	150	2	makes	make	VERB
aiti-14700	150	3	it	it	PRON
aiti-14700	150	4	a	a	DET
aiti-14700	150	5	highly	highly	ADV
aiti-14700	150	6	effective	effective	ADJ
aiti-14700	150	7	tool	tool	NOUN
aiti-14700	150	8	for	for	ADP
aiti-14700	150	9	real	real	ADJ
aiti-14700	150	10	-	-	PUNCT
aiti-14700	150	11	world	world	NOUN
aiti-14700	150	12	machine	machine	NOUN
aiti-14700	150	13	-	-	PUNCT
aiti-14700	150	14	learning	learn	VERB
aiti-14700	150	15	tasks	task	NOUN
aiti-14700	150	16	where	where	SCONJ
aiti-14700	150	17	both	both	PRON
aiti-14700	150	18	precision	precision	NOUN
aiti-14700	150	19	and	and	CCONJ
aiti-14700	150	20	computational	computational	ADJ
aiti-14700	150	21	efficiency	efficiency	NOUN
aiti-14700	150	22	are	be	AUX
aiti-14700	150	23	critical	critical	ADJ
aiti-14700	150	24	.	.	PUNCT
aiti-14700	151	1	in	in	ADP
aiti-14700	151	2	this	this	DET
aiti-14700	151	3	study	study	NOUN
aiti-14700	151	4	,	,	PUNCT
aiti-14700	151	5	under	under	ADP
aiti-14700	151	6	-	-	PUNCT
aiti-14700	151	7	sampling	sampling	NOUN
aiti-14700	151	8	was	be	AUX
aiti-14700	151	9	applied	apply	VERB
aiti-14700	151	10	to	to	PART
aiti-14700	151	11	address	address	VERB
aiti-14700	151	12	the	the	DET
aiti-14700	151	13	class	class	NOUN
aiti-14700	151	14	imbalance	imbalance	NOUN
aiti-14700	151	15	in	in	ADP
aiti-14700	151	16	the	the	DET
aiti-14700	151	17	dataset	dataset	NOUN
aiti-14700	151	18	.	.	PUNCT
aiti-14700	152	1	since	since	SCONJ
aiti-14700	152	2	complaints	complaint	NOUN
aiti-14700	152	3	accounted	account	VERB
aiti-14700	152	4	for	for	ADP
aiti-14700	152	5	only	only	ADV
aiti-14700	152	6	about	about	ADV
aiti-14700	152	7	9	9	NUM
aiti-14700	152	8	%	%	NOUN
aiti-14700	152	9	of	of	ADP
aiti-14700	152	10	the	the	DET
aiti-14700	152	11	total	total	ADJ
aiti-14700	152	12	data	datum	NOUN
aiti-14700	152	13	,	,	PUNCT
aiti-14700	152	14	directly	directly	ADV
aiti-14700	152	15	training	train	VERB
aiti-14700	152	16	a	a	DET
aiti-14700	152	17	classifier	classifier	NOUN
aiti-14700	152	18	could	could	AUX
aiti-14700	152	19	lead	lead	VERB
aiti-14700	152	20	to	to	PART
aiti-14700	152	21	bias	bias	VERB
aiti-14700	152	22	toward	toward	ADP
aiti-14700	152	23	the	the	DET
aiti-14700	152	24	majority	majority	NOUN
aiti-14700	152	25	class	class	NOUN
aiti-14700	152	26	(	(	PUNCT
aiti-14700	152	27	non	non	NOUN
aiti-14700	152	28	-	-	NOUN
aiti-14700	152	29	complaints	complaint	NOUN
aiti-14700	152	30	)	)	PUNCT
aiti-14700	152	31	.	.	PUNCT
aiti-14700	153	1	under	under	ADP
aiti-14700	153	2	-	-	PUNCT
aiti-14700	153	3	sampling	sampling	NOUN
aiti-14700	153	4	reduces	reduce	VERB
aiti-14700	153	5	the	the	DET
aiti-14700	153	6	number	number	NOUN
aiti-14700	153	7	of	of	ADP
aiti-14700	153	8	non	non	ADJ
aiti-14700	153	9	-	-	ADJ
aiti-14700	153	10	complaint	complaint	ADJ
aiti-14700	153	11	samples	sample	NOUN
aiti-14700	153	12	to	to	PART
aiti-14700	153	13	create	create	VERB
aiti-14700	153	14	a	a	DET
aiti-14700	153	15	more	more	ADV
aiti-14700	153	16	balanced	balanced	ADJ
aiti-14700	153	17	dataset	dataset	NOUN
aiti-14700	153	18	,	,	PUNCT
aiti-14700	153	19	ensuring	ensure	VERB
aiti-14700	153	20	that	that	SCONJ
aiti-14700	153	21	the	the	DET
aiti-14700	153	22	classifier	classifier	NOUN
aiti-14700	153	23	pays	pay	VERB
aiti-14700	153	24	adequate	adequate	ADJ
aiti-14700	153	25	attention	attention	NOUN
aiti-14700	153	26	to	to	ADP
aiti-14700	153	27	the	the	DET
aiti-14700	153	28	minority	minority	NOUN
aiti-14700	153	29	class	class	NOUN
aiti-14700	153	30	.	.	PUNCT
aiti-14700	154	1	by	by	ADP
aiti-14700	154	2	doing	do	VERB
aiti-14700	154	3	so	so	ADV
aiti-14700	154	4	,	,	PUNCT
aiti-14700	154	5	the	the	DET
aiti-14700	154	6	training	training	NOUN
aiti-14700	154	7	process	process	NOUN
aiti-14700	154	8	became	become	VERB
aiti-14700	154	9	more	more	ADV
aiti-14700	154	10	focused	focused	ADJ
aiti-14700	154	11	on	on	ADP
aiti-14700	154	12	identifying	identify	VERB
aiti-14700	154	13	complaintrelated	complaintrelate	VERB
aiti-14700	154	14	patterns	pattern	NOUN
aiti-14700	154	15	,	,	PUNCT
aiti-14700	154	16	ultimately	ultimately	ADV
aiti-14700	154	17	improving	improve	VERB
aiti-14700	154	18	the	the	DET
aiti-14700	154	19	model	model	NOUN
aiti-14700	154	20	's	's	PART
aiti-14700	154	21	ability	ability	NOUN
aiti-14700	154	22	to	to	PART
aiti-14700	154	23	distinguish	distinguish	VERB
aiti-14700	154	24	between	between	ADP
aiti-14700	154	25	the	the	DET
aiti-14700	154	26	two	two	NUM
aiti-14700	154	27	classes	class	NOUN
aiti-14700	154	28	effectively	effectively	ADV
aiti-14700	154	29	.	.	PUNCT
aiti-14700	155	1	3.5	3.5	NUM
aiti-14700	155	2	.	.	PUNCT
aiti-14700	155	3	plsa	plsa	ADJ
aiti-14700	155	4	plsa	plsa	ADJ
aiti-14700	156	1	[	[	X
aiti-14700	156	2	20	20	NUM
aiti-14700	156	3	]	]	PUNCT
aiti-14700	156	4	is	be	AUX
aiti-14700	156	5	a	a	DET
aiti-14700	156	6	statistical	statistical	ADJ
aiti-14700	156	7	method	method	NOUN
aiti-14700	156	8	for	for	ADP
aiti-14700	156	9	clustering	clustering	NOUN
aiti-14700	156	10	and	and	CCONJ
aiti-14700	156	11	topic	topic	NOUN
aiti-14700	156	12	modeling	modeling	NOUN
aiti-14700	156	13	,	,	PUNCT
aiti-14700	156	14	designed	design	VERB
aiti-14700	156	15	to	to	PART
aiti-14700	156	16	uncover	uncover	VERB
aiti-14700	156	17	latent	latent	NOUN
aiti-14700	156	18	structures	structure	NOUN
aiti-14700	156	19	in	in	ADP
aiti-14700	156	20	co	co	NOUN
aiti-14700	156	21	-	-	NOUN
aiti-14700	156	22	occurrence	occurrence	ADJ
aiti-14700	156	23	data	datum	NOUN
aiti-14700	156	24	,	,	PUNCT
aiti-14700	156	25	such	such	ADJ
aiti-14700	156	26	as	as	ADP
aiti-14700	156	27	documents	document	NOUN
aiti-14700	156	28	and	and	CCONJ
aiti-14700	156	29	their	their	PRON
aiti-14700	156	30	associated	associated	ADJ
aiti-14700	156	31	terms	term	NOUN
aiti-14700	156	32	.	.	PUNCT
aiti-14700	157	1	the	the	DET
aiti-14700	157	2	method	method	NOUN
aiti-14700	157	3	assumes	assume	VERB
aiti-14700	157	4	the	the	DET
aiti-14700	157	5	existence	existence	NOUN
aiti-14700	157	6	of	of	ADP
aiti-14700	157	7	a	a	DET
aiti-14700	157	8	shared	share	VERB
aiti-14700	157	9	latent	latent	NOUN
aiti-14700	157	10	variable	variable	NOUN
aiti-14700	157	11	z	z	PROPN
aiti-14700	157	12	,	,	PUNCT
aiti-14700	157	13	which	which	PRON
aiti-14700	157	14	represents	represent	VERB
aiti-14700	157	15	a	a	DET
aiti-14700	157	16	probabilistic	probabilistic	ADJ
aiti-14700	157	17	class	class	NOUN
aiti-14700	157	18	that	that	PRON
aiti-14700	157	19	links	link	VERB
aiti-14700	157	20	two	two	NUM
aiti-14700	157	21	observed	observed	ADJ
aiti-14700	157	22	dimensions	dimension	NOUN
aiti-14700	157	23	:	:	PUNCT
aiti-14700	157	24	x	x	X
aiti-14700	157	25	(	(	PUNCT
aiti-14700	157	26	e.g.	e.g.	ADV
aiti-14700	157	27	,	,	PUNCT
aiti-14700	157	28	documents	document	NOUN
aiti-14700	157	29	)	)	PUNCT
aiti-14700	157	30	and	and	CCONJ
aiti-14700	157	31	y	y	PROPN
aiti-14700	157	32	(	(	PUNCT
aiti-14700	157	33	e.g.	e.g.	ADV
aiti-14700	157	34	,	,	PUNCT
aiti-14700	157	35	terms	term	NOUN
aiti-14700	157	36	or	or	CCONJ
aiti-14700	157	37	vector	vector	NOUN
aiti-14700	157	38	features	feature	NOUN
aiti-14700	157	39	)	)	PUNCT
aiti-14700	157	40	.	.	PUNCT
aiti-14700	158	1	in	in	ADP
aiti-14700	158	2	plsa	plsa	ADJ
aiti-14700	158	3	,	,	PUNCT
aiti-14700	158	4	the	the	DET
aiti-14700	158	5	joint	joint	ADJ
aiti-14700	158	6	probability	probability	NOUN
aiti-14700	158	7	p(x	p(x	NOUN
aiti-14700	158	8	,	,	PUNCT
aiti-14700	158	9	y)p(x	y)p(x	PROPN
aiti-14700	158	10	,	,	PUNCT
aiti-14700	158	11	y)p(x	y)p(x	PROPN
aiti-14700	158	12	,	,	PUNCT
aiti-14700	158	13	y	y	PROPN
aiti-14700	158	14	)	)	PUNCT
aiti-14700	158	15	is	be	AUX
aiti-14700	158	16	modeled	model	VERB
aiti-14700	158	17	as	as	ADP
aiti-14700	158	18	a	a	DET
aiti-14700	158	19	mixture	mixture	NOUN
aiti-14700	158	20	over	over	ADP
aiti-14700	158	21	the	the	DET
aiti-14700	158	22	latent	latent	NOUN
aiti-14700	158	23	classes	class	NOUN
aiti-14700	158	24	,	,	PUNCT
aiti-14700	158	25	where	where	SCONJ
aiti-14700	158	26	each	each	DET
aiti-14700	158	27	observation	observation	NOUN
aiti-14700	158	28	is	be	AUX
aiti-14700	158	29	generated	generate	VERB
aiti-14700	158	30	by	by	ADP
aiti-14700	158	31	first	first	ADV
aiti-14700	158	32	sampling	sample	VERB
aiti-14700	158	33	a	a	DET
aiti-14700	158	34	latent	latent	NOUN
aiti-14700	158	35	topic	topic	NOUN
aiti-14700	158	36	and	and	CCONJ
aiti-14700	158	37	then	then	ADV
aiti-14700	158	38	drawing	draw	VERB
aiti-14700	158	39	a	a	DET
aiti-14700	158	40	term	term	NOUN
aiti-14700	158	41	conditioned	condition	VERB
aiti-14700	158	42	on	on	ADP
aiti-14700	158	43	that	that	DET
aiti-14700	158	44	topic	topic	NOUN
aiti-14700	158	45	.	.	PUNCT
aiti-14700	159	1	this	this	DET
aiti-14700	159	2	approach	approach	NOUN
aiti-14700	159	3	enables	enable	VERB
aiti-14700	159	4	the	the	DET
aiti-14700	159	5	simultaneous	simultaneous	ADJ
aiti-14700	159	6	clustering	clustering	NOUN
aiti-14700	159	7	of	of	ADP
aiti-14700	159	8	both	both	DET
aiti-14700	159	9	documents	document	NOUN
aiti-14700	159	10	and	and	CCONJ
aiti-14700	159	11	terms	term	NOUN
aiti-14700	159	12	,	,	PUNCT
aiti-14700	159	13	capturing	capture	VERB
aiti-14700	159	14	the	the	DET
aiti-14700	159	15	underlying	underlie	VERB
aiti-14700	159	16	semantic	semantic	ADJ
aiti-14700	159	17	structure	structure	NOUN
aiti-14700	159	18	of	of	ADP
aiti-14700	159	19	the	the	DET
aiti-14700	159	20	corpus	corpus	NOUN
aiti-14700	159	21	.	.	PUNCT
aiti-14700	160	1	the	the	DET
aiti-14700	160	2	probabilistic	probabilistic	ADJ
aiti-14700	160	3	formulation	formulation	NOUN
aiti-14700	160	4	of	of	ADP
aiti-14700	160	5	the	the	DET
aiti-14700	160	6	model	model	NOUN
aiti-14700	160	7	is	be	AUX
aiti-14700	160	8	given	give	VERB
aiti-14700	160	9	as	as	SCONJ
aiti-14700	160	10	follows	follow	VERB
aiti-14700	160	11	:	:	PUNCT
aiti-14700	160	12	(	(	PUNCT
aiti-14700	160	13	,	,	PUNCT
aiti-14700	160	14	)	)	PUNCT
aiti-14700	160	15	(	(	PUNCT
aiti-14700	160	16	|	|	ADV
aiti-14700	160	17	)	)	PUNCT
aiti-14700	160	18	(	(	PUNCT
aiti-14700	160	19	|	|	ADV
aiti-14700	160	20	)	)	PUNCT
aiti-14700	160	21	(	(	PUNCT
aiti-14700	160	22	)	)	PUNCT
aiti-14700	160	23	z	z	NOUN
aiti-14700	161	1	p	p	X
aiti-14700	162	1	x	x	PUNCT
aiti-14700	162	2	y	y	NOUN
aiti-14700	162	3	p	p	NOUN
aiti-14700	162	4	x	x	X
aiti-14700	162	5	z	z	X
aiti-14700	162	6	p	p	X
aiti-14700	162	7	y	y	PROPN
aiti-14700	162	8	z	z	PROPN
aiti-14700	162	9	p	p	PROPN
aiti-14700	162	10	z=	z=	NOUN
aiti-14700	162	11	(	(	PUNCT
aiti-14700	162	12	1	1	NUM
aiti-14700	162	13	)	)	PUNCT
aiti-14700	162	14	plsa	plsa	ADJ
aiti-14700	162	15	is	be	AUX
aiti-14700	162	16	particularly	particularly	ADV
aiti-14700	162	17	well	well	ADV
aiti-14700	162	18	-	-	PUNCT
aiti-14700	162	19	suited	suit	VERB
aiti-14700	162	20	for	for	ADP
aiti-14700	162	21	sparse	sparse	ADJ
aiti-14700	162	22	matrices	matrix	NOUN
aiti-14700	162	23	,	,	PUNCT
aiti-14700	162	24	making	make	VERB
aiti-14700	162	25	it	it	PRON
aiti-14700	162	26	an	an	DET
aiti-14700	162	27	excellent	excellent	ADJ
aiti-14700	162	28	choice	choice	NOUN
aiti-14700	162	29	for	for	ADP
aiti-14700	162	30	feature	feature	NOUN
aiti-14700	162	31	analysis	analysis	NOUN
aiti-14700	162	32	on	on	ADP
aiti-14700	162	33	bow	bow	NOUN
aiti-14700	162	34	data	data	PROPN
aiti-14700	162	35	.	.	PUNCT
aiti-14700	163	1	by	by	ADP
aiti-14700	163	2	modeling	model	VERB
aiti-14700	163	3	the	the	DET
aiti-14700	163	4	co	co	NOUN
aiti-14700	163	5	-	-	NOUN
aiti-14700	163	6	occurrence	occurrence	ADJ
aiti-14700	163	7	relationships	relationship	NOUN
aiti-14700	163	8	between	between	ADP
aiti-14700	163	9	rows	row	NOUN
aiti-14700	163	10	and	and	CCONJ
aiti-14700	163	11	columns	column	NOUN
aiti-14700	163	12	,	,	PUNCT
aiti-14700	163	13	plsa	plsa	ADJ
aiti-14700	163	14	effectively	effectively	ADV
aiti-14700	163	15	identifies	identify	VERB
aiti-14700	163	16	latent	latent	ADJ
aiti-14700	163	17	topics	topic	NOUN
aiti-14700	163	18	or	or	CCONJ
aiti-14700	163	19	patterns	pattern	NOUN
aiti-14700	163	20	within	within	ADP
aiti-14700	163	21	the	the	DET
aiti-14700	163	22	data	datum	NOUN
aiti-14700	163	23	.	.	PUNCT
aiti-14700	164	1	this	this	DET
aiti-14700	164	2	capability	capability	NOUN
aiti-14700	164	3	makes	make	VERB
aiti-14700	164	4	it	it	PRON
aiti-14700	164	5	a	a	DET
aiti-14700	164	6	powerful	powerful	ADJ
aiti-14700	164	7	tool	tool	NOUN
aiti-14700	164	8	for	for	ADP
aiti-14700	164	9	understanding	understand	VERB
aiti-14700	164	10	the	the	DET
aiti-14700	164	11	underlying	underlie	VERB
aiti-14700	164	12	structure	structure	NOUN
aiti-14700	164	13	of	of	ADP
aiti-14700	164	14	complaint	complaint	NOUN
aiti-14700	164	15	-	-	PUNCT
aiti-14700	164	16	related	relate	VERB
aiti-14700	164	17	content	content	NOUN
aiti-14700	164	18	in	in	ADP
aiti-14700	164	19	the	the	DET
aiti-14700	164	20	dataset	dataset	NOUN
aiti-14700	164	21	[	[	X
aiti-14700	164	22	21	21	NUM
aiti-14700	164	23	]	]	PUNCT
aiti-14700	164	24	.	.	PUNCT
aiti-14700	165	1	4	4	X
aiti-14700	165	2	.	.	X
aiti-14700	165	3	result	result	VERB
aiti-14700	165	4	this	this	DET
aiti-14700	165	5	section	section	NOUN
aiti-14700	165	6	describes	describe	VERB
aiti-14700	165	7	the	the	DET
aiti-14700	165	8	results	result	NOUN
aiti-14700	165	9	of	of	ADP
aiti-14700	165	10	the	the	DET
aiti-14700	165	11	data	datum	NOUN
aiti-14700	165	12	augmentation	augmentation	NOUN
aiti-14700	165	13	and	and	CCONJ
aiti-14700	165	14	the	the	DET
aiti-14700	165	15	analysis	analysis	NOUN
aiti-14700	165	16	of	of	ADP
aiti-14700	165	17	the	the	DET
aiti-14700	165	18	complaints	complaint	NOUN
aiti-14700	165	19	extracted	extract	VERB
aiti-14700	165	20	based	base	VERB
aiti-14700	165	21	on	on	ADP
aiti-14700	165	22	the	the	DET
aiti-14700	165	23	data	data	NOUN
aiti-14700	165	24	augmentation	augmentation	NOUN
aiti-14700	165	25	.	.	PUNCT
aiti-14700	166	1	specifically	specifically	ADV
aiti-14700	166	2	,	,	PUNCT
aiti-14700	166	3	it	it	PRON
aiti-14700	166	4	presents	present	VERB
aiti-14700	166	5	the	the	DET
aiti-14700	166	6	differences	difference	NOUN
aiti-14700	166	7	in	in	ADP
aiti-14700	166	8	complaint	complaint	NOUN
aiti-14700	166	9	classification	classification	NOUN
aiti-14700	166	10	outcomes	outcome	NOUN
aiti-14700	166	11	resulting	result	VERB
aiti-14700	166	12	from	from	ADP
aiti-14700	166	13	data	datum	NOUN
aiti-14700	166	14	augmentation	augmentation	NOUN
aiti-14700	166	15	,	,	PUNCT
aiti-14700	166	16	as	as	ADV
aiti-14700	166	17	well	well	ADV
aiti-14700	166	18	as	as	ADP
aiti-14700	166	19	the	the	DET
aiti-14700	166	20	selection	selection	NOUN
aiti-14700	166	21	of	of	ADP
aiti-14700	166	22	the	the	DET
aiti-14700	166	23	number	number	NOUN
aiti-14700	166	24	of	of	ADP
aiti-14700	166	25	classes	class	NOUN
aiti-14700	166	26	using	use	VERB
aiti-14700	166	27	plsa	plsa	ADJ
aiti-14700	166	28	and	and	CCONJ
aiti-14700	166	29	the	the	DET
aiti-14700	166	30	types	type	NOUN
aiti-14700	166	31	of	of	ADP
aiti-14700	166	32	complaint	complaint	NOUN
aiti-14700	166	33	classes	class	NOUN
aiti-14700	166	34	that	that	PRON
aiti-14700	166	35	emerged	emerge	VERB
aiti-14700	166	36	from	from	ADP
aiti-14700	166	37	this	this	DET
aiti-14700	166	38	analysis	analysis	NOUN
aiti-14700	166	39	.	.	PUNCT
aiti-14700	167	1	4.1	4.1	NUM
aiti-14700	167	2	.	.	PUNCT
aiti-14700	167	3	data	datum	NOUN
aiti-14700	167	4	augmentation	augmentation	NOUN
aiti-14700	167	5	in	in	ADP
aiti-14700	167	6	this	this	DET
aiti-14700	167	7	study	study	NOUN
aiti-14700	167	8	,	,	PUNCT
aiti-14700	167	9	the	the	DET
aiti-14700	167	10	effect	effect	NOUN
aiti-14700	167	11	of	of	ADP
aiti-14700	167	12	data	datum	NOUN
aiti-14700	167	13	augmentation	augmentation	NOUN
aiti-14700	167	14	using	use	VERB
aiti-14700	167	15	generative	generative	ADJ
aiti-14700	167	16	ai	ai	VERB
aiti-14700	167	17	was	be	AUX
aiti-14700	167	18	examined	examine	VERB
aiti-14700	167	19	by	by	ADP
aiti-14700	167	20	incrementally	incrementally	ADV
aiti-14700	167	21	adding	add	VERB
aiti-14700	167	22	10	10	NUM
aiti-14700	167	23	%	%	NOUN
aiti-14700	167	24	of	of	ADP
aiti-14700	167	25	generated	generate	VERB
aiti-14700	167	26	data	datum	NOUN
aiti-14700	167	27	to	to	ADP
aiti-14700	167	28	the	the	DET
aiti-14700	167	29	original	original	ADJ
aiti-14700	167	30	dataset	dataset	NOUN
aiti-14700	167	31	and	and	CCONJ
aiti-14700	167	32	performing	perform	VERB
aiti-14700	167	33	classification	classification	NOUN
aiti-14700	167	34	to	to	PART
aiti-14700	167	35	determine	determine	VERB
aiti-14700	167	36	whether	whether	SCONJ
aiti-14700	167	37	a	a	DET
aiti-14700	167	38	post	post	NOUN
aiti-14700	167	39	was	be	AUX
aiti-14700	167	40	a	a	DET
aiti-14700	167	41	complaint	complaint	NOUN
aiti-14700	167	42	.	.	PUNCT
aiti-14700	168	1	the	the	DET
aiti-14700	168	2	performance	performance	NOUN
aiti-14700	168	3	of	of	ADP
aiti-14700	168	4	the	the	DET
aiti-14700	168	5	classification	classification	NOUN
aiti-14700	168	6	was	be	AUX
aiti-14700	168	7	evaluated	evaluate	VERB
aiti-14700	168	8	using	use	VERB
aiti-14700	168	9	the	the	DET
aiti-14700	168	10	f1	f1	NOUN
aiti-14700	168	11	score	score	NOUN
aiti-14700	168	12	,	,	PUNCT
aiti-14700	168	13	which	which	PRON
aiti-14700	168	14	considers	consider	VERB
aiti-14700	168	15	the	the	DET
aiti-14700	168	16	balance	balance	NOUN
aiti-14700	168	17	between	between	ADP
aiti-14700	168	18	precision	precision	NOUN
aiti-14700	168	19	and	and	CCONJ
aiti-14700	168	20	recall	recall	NOUN
aiti-14700	168	21	.	.	PUNCT
aiti-14700	169	1	table	table	NOUN
aiti-14700	169	2	2	2	NUM
aiti-14700	169	3	shows	show	VERB
aiti-14700	169	4	the	the	DET
aiti-14700	169	5	results	result	NOUN
aiti-14700	169	6	of	of	ADP
aiti-14700	169	7	f1	f1	NOUN
aiti-14700	169	8	scores	score	NOUN
aiti-14700	169	9	,	,	PUNCT
aiti-14700	169	10	which	which	PRON
aiti-14700	169	11	are	be	AUX
aiti-14700	169	12	the	the	DET
aiti-14700	169	13	harmonic	harmonic	ADJ
aiti-14700	169	14	mean	mean	NOUN
aiti-14700	169	15	of	of	ADP
aiti-14700	169	16	precision	precision	NOUN
aiti-14700	169	17	and	and	CCONJ
aiti-14700	169	18	recall	recall	NOUN
aiti-14700	169	19	,	,	PUNCT
aiti-14700	169	20	for	for	ADP
aiti-14700	169	21	each	each	DET
aiti-14700	169	22	vectorization	vectorization	NOUN
aiti-14700	169	23	method	method	NOUN
aiti-14700	169	24	when	when	SCONJ
aiti-14700	169	25	varying	vary	VERB
aiti-14700	169	26	the	the	DET
aiti-14700	169	27	amount	amount	NOUN
aiti-14700	169	28	of	of	ADP
aiti-14700	169	29	generated	generate	VERB
aiti-14700	169	30	complaint	complaint	NOUN
aiti-14700	169	31	data	datum	NOUN
aiti-14700	169	32	.	.	PUNCT
aiti-14700	170	1	these	these	DET
aiti-14700	170	2	results	result	NOUN
aiti-14700	170	3	provide	provide	VERB
aiti-14700	170	4	insights	insight	NOUN
aiti-14700	170	5	into	into	ADP
aiti-14700	170	6	the	the	DET
aiti-14700	170	7	impact	impact	NOUN
aiti-14700	170	8	of	of	ADP
aiti-14700	170	9	different	different	ADJ
aiti-14700	170	10	vectorization	vectorization	NOUN
aiti-14700	170	11	advances	advance	NOUN
aiti-14700	170	12	in	in	ADP
aiti-14700	170	13	technology	technology	NOUN
aiti-14700	170	14	innovation	innovation	NOUN
aiti-14700	170	15	,	,	PUNCT
aiti-14700	170	16	vol	vol	NOUN
aiti-14700	170	17	.	.	PROPN
aiti-14700	171	1	10	10	NUM
aiti-14700	171	2	,	,	PUNCT
aiti-14700	171	3	no	no	INTJ
aiti-14700	171	4	.	.	NOUN
aiti-14700	171	5	4	4	NUM
aiti-14700	171	6	,	,	PUNCT
aiti-14700	171	7	2025	2025	NUM
aiti-14700	171	8	,	,	PUNCT
aiti-14700	171	9	pp	pp	ADJ
aiti-14700	171	10	.	.	PUNCT
aiti-14700	172	1	383	383	NUM
aiti-14700	172	2	-	-	SYM
aiti-14700	172	3	394	394	NUM
aiti-14700	172	4	389	389	NUM
aiti-14700	172	5	approaches	approach	NOUN
aiti-14700	172	6	on	on	ADP
aiti-14700	172	7	the	the	DET
aiti-14700	172	8	classification	classification	NOUN
aiti-14700	172	9	performance	performance	NOUN
aiti-14700	172	10	under	under	ADP
aiti-14700	172	11	augmented	augment	VERB
aiti-14700	172	12	data	data	NOUN
aiti-14700	172	13	conditions	condition	NOUN
aiti-14700	172	14	.	.	PUNCT
aiti-14700	173	1	from	from	ADP
aiti-14700	173	2	this	this	DET
aiti-14700	173	3	table	table	NOUN
aiti-14700	173	4	,	,	PUNCT
aiti-14700	173	5	it	it	PRON
aiti-14700	173	6	appears	appear	VERB
aiti-14700	173	7	that	that	SCONJ
aiti-14700	173	8	accuracy	accuracy	NOUN
aiti-14700	173	9	improves	improve	VERB
aiti-14700	173	10	as	as	SCONJ
aiti-14700	173	11	more	more	ADV
aiti-14700	173	12	generated	generate	VERB
aiti-14700	173	13	data	datum	NOUN
aiti-14700	173	14	is	be	AUX
aiti-14700	173	15	added	add	VERB
aiti-14700	173	16	.	.	PUNCT
aiti-14700	174	1	among	among	ADP
aiti-14700	174	2	the	the	DET
aiti-14700	174	3	vectorization	vectorization	NOUN
aiti-14700	174	4	methods	method	NOUN
aiti-14700	174	5	,	,	PUNCT
aiti-14700	174	6	doc2vec	doc2vec	PROPN
aiti-14700	174	7	achieved	achieve	VERB
aiti-14700	174	8	the	the	DET
aiti-14700	174	9	highest	high	ADJ
aiti-14700	174	10	f1	f1	NOUN
aiti-14700	174	11	score	score	NOUN
aiti-14700	174	12	,	,	PUNCT
aiti-14700	174	13	indicating	indicate	VERB
aiti-14700	174	14	its	its	PRON
aiti-14700	174	15	superior	superior	ADJ
aiti-14700	174	16	performance	performance	NOUN
aiti-14700	174	17	in	in	ADP
aiti-14700	174	18	this	this	DET
aiti-14700	174	19	context	context	NOUN
aiti-14700	174	20	.	.	PUNCT
aiti-14700	175	1	table	table	NOUN
aiti-14700	175	2	2	2	NUM
aiti-14700	175	3	f1	f1	NOUN
aiti-14700	175	4	scores	score	NOUN
aiti-14700	175	5	using	use	VERB
aiti-14700	175	6	all	all	DET
aiti-14700	175	7	data	datum	NOUN
aiti-14700	175	8	bow	bow	VERB
aiti-14700	175	9	doc2vec	doc2vec	NOUN
aiti-14700	175	10	scdv	scdv	NOUN
aiti-14700	175	11	0	0	NUM
aiti-14700	175	12	%	%	NOUN
aiti-14700	175	13	0.824	0.824	NUM
aiti-14700	175	14	0.824	0.824	NUM
aiti-14700	175	15	0.775	0.775	NUM
aiti-14700	175	16	10	10	NUM
aiti-14700	175	17	%	%	NOUN
aiti-14700	175	18	0.711	0.711	NUM
aiti-14700	175	19	0.836	0.836	NUM
aiti-14700	175	20	0.801	0.801	NUM
aiti-14700	175	21	20	20	NUM
aiti-14700	175	22	%	%	NOUN
aiti-14700	175	23	0.797	0.797	NUM
aiti-14700	175	24	0.865	0.865	NUM
aiti-14700	175	25	0.822	0.822	NUM
aiti-14700	175	26	30	30	NUM
aiti-14700	175	27	%	%	NOUN
aiti-14700	175	28	0.813	0.813	NUM
aiti-14700	175	29	0.865	0.865	NUM
aiti-14700	175	30	0.783	0.783	NUM
aiti-14700	175	31	40	40	NUM
aiti-14700	175	32	%	%	NOUN
aiti-14700	175	33	0.857	0.857	NUM
aiti-14700	175	34	0.867	0.867	NUM
aiti-14700	175	35	0.789	0.789	NUM
aiti-14700	175	36	50	50	NUM
aiti-14700	175	37	%	%	NOUN
aiti-14700	175	38	0.859	0.859	NUM
aiti-14700	175	39	0.869	0.869	NUM
aiti-14700	175	40	0.830	0.830	NUM
aiti-14700	175	41	on	on	ADP
aiti-14700	175	42	the	the	DET
aiti-14700	175	43	other	other	ADJ
aiti-14700	175	44	hand	hand	NOUN
aiti-14700	175	45	,	,	PUNCT
aiti-14700	175	46	table	table	NOUN
aiti-14700	175	47	3	3	NUM
aiti-14700	175	48	presents	present	VERB
aiti-14700	175	49	the	the	DET
aiti-14700	175	50	f1	f1	PROPN
aiti-14700	175	51	scores	score	NOUN
aiti-14700	175	52	calculated	calculate	VERB
aiti-14700	175	53	using	use	VERB
aiti-14700	175	54	only	only	ADV
aiti-14700	175	55	the	the	DET
aiti-14700	175	56	original	original	ADJ
aiti-14700	175	57	dataset	dataset	NOUN
aiti-14700	175	58	,	,	PUNCT
aiti-14700	175	59	without	without	ADP
aiti-14700	175	60	any	any	DET
aiti-14700	175	61	generated	generate	VERB
aiti-14700	175	62	data	datum	NOUN
aiti-14700	175	63	.	.	PUNCT
aiti-14700	176	1	these	these	DET
aiti-14700	176	2	results	result	NOUN
aiti-14700	176	3	suggest	suggest	VERB
aiti-14700	176	4	that	that	SCONJ
aiti-14700	176	5	while	while	SCONJ
aiti-14700	176	6	adding	add	VERB
aiti-14700	176	7	generated	generate	VERB
aiti-14700	176	8	data	datum	NOUN
aiti-14700	176	9	initially	initially	ADV
aiti-14700	176	10	improves	improve	VERB
aiti-14700	176	11	the	the	DET
aiti-14700	176	12	performance	performance	NOUN
aiti-14700	176	13	metrics	metric	NOUN
aiti-14700	176	14	,	,	PUNCT
aiti-14700	176	15	the	the	DET
aiti-14700	176	16	scores	score	NOUN
aiti-14700	176	17	start	start	VERB
aiti-14700	176	18	to	to	PART
aiti-14700	176	19	decline	decline	VERB
aiti-14700	176	20	beyond	beyond	ADP
aiti-14700	176	21	a	a	DET
aiti-14700	176	22	certain	certain	ADJ
aiti-14700	176	23	point	point	NOUN
aiti-14700	176	24	.	.	PUNCT
aiti-14700	177	1	it	it	PRON
aiti-14700	177	2	is	be	AUX
aiti-14700	177	3	observed	observe	VERB
aiti-14700	177	4	that	that	SCONJ
aiti-14700	177	5	bow	bow	NOUN
aiti-14700	177	6	has	have	VERB
aiti-14700	177	7	the	the	DET
aiti-14700	177	8	lowest	low	ADJ
aiti-14700	177	9	performance	performance	NOUN
aiti-14700	177	10	metrics	metric	NOUN
aiti-14700	177	11	compared	compare	VERB
aiti-14700	177	12	to	to	ADP
aiti-14700	177	13	doc2vec	doc2vec	NOUN
aiti-14700	177	14	and	and	CCONJ
aiti-14700	177	15	scdv	scdv	NOUN
aiti-14700	177	16	,	,	PUNCT
aiti-14700	177	17	indicating	indicate	VERB
aiti-14700	177	18	that	that	SCONJ
aiti-14700	177	19	it	it	PRON
aiti-14700	177	20	is	be	AUX
aiti-14700	177	21	more	more	ADV
aiti-14700	177	22	heavily	heavily	ADV
aiti-14700	177	23	influenced	influence	VERB
aiti-14700	177	24	by	by	ADP
aiti-14700	177	25	the	the	DET
aiti-14700	177	26	generated	generate	VERB
aiti-14700	177	27	complaints	complaint	NOUN
aiti-14700	177	28	.	.	PUNCT
aiti-14700	178	1	the	the	DET
aiti-14700	178	2	best	good	ADJ
aiti-14700	178	3	performance	performance	NOUN
aiti-14700	178	4	was	be	AUX
aiti-14700	178	5	observed	observe	VERB
aiti-14700	178	6	when	when	SCONJ
aiti-14700	178	7	20	20	NUM
aiti-14700	178	8	%	%	NOUN
aiti-14700	178	9	of	of	ADP
aiti-14700	178	10	generated	generate	VERB
aiti-14700	178	11	complaints	complaint	NOUN
aiti-14700	178	12	were	be	AUX
aiti-14700	178	13	added	add	VERB
aiti-14700	178	14	using	use	VERB
aiti-14700	178	15	doc2vec	doc2vec	PROPN
aiti-14700	178	16	.	.	PROPN
aiti-14700	178	17	based	base	VERB
aiti-14700	178	18	on	on	ADP
aiti-14700	178	19	this	this	DET
aiti-14700	178	20	model	model	NOUN
aiti-14700	178	21	,	,	PUNCT
aiti-14700	178	22	plsa	plsa	ADJ
aiti-14700	178	23	will	will	AUX
aiti-14700	178	24	be	be	AUX
aiti-14700	178	25	applied	apply	VERB
aiti-14700	178	26	to	to	PART
aiti-14700	178	27	analyze	analyze	VERB
aiti-14700	178	28	the	the	DET
aiti-14700	178	29	latent	latent	NOUN
aiti-14700	178	30	classes	class	NOUN
aiti-14700	178	31	within	within	ADP
aiti-14700	178	32	the	the	DET
aiti-14700	178	33	complaints	complaint	NOUN
aiti-14700	178	34	.	.	PUNCT
aiti-14700	179	1	table	table	NOUN
aiti-14700	179	2	3	3	NUM
aiti-14700	179	3	f1	f1	NOUN
aiti-14700	179	4	scores	score	NOUN
aiti-14700	179	5	without	without	ADP
aiti-14700	179	6	generated	generate	VERB
aiti-14700	179	7	data	datum	NOUN
aiti-14700	179	8	bow	bow	VERB
aiti-14700	179	9	doc2vec	doc2vec	NOUN
aiti-14700	179	10	scdv	scdv	NOUN
aiti-14700	179	11	0	0	NUM
aiti-14700	179	12	%	%	NOUN
aiti-14700	179	13	0.824	0.824	NUM
aiti-14700	179	14	0.824	0.824	NUM
aiti-14700	179	15	0.775	0.775	NUM
aiti-14700	179	16	10	10	NUM
aiti-14700	179	17	%	%	NOUN
aiti-14700	179	18	0.673	0.673	NUM
aiti-14700	179	19	0.828	0.828	NUM
aiti-14700	179	20	0.780	0.780	NUM
aiti-14700	179	21	20	20	NUM
aiti-14700	179	22	%	%	NOUN
aiti-14700	179	23	0.757	0.757	NUM
aiti-14700	179	24	0.840	0.840	NUM
aiti-14700	179	25	0.779	0.779	NUM
aiti-14700	179	26	30	30	NUM
aiti-14700	179	27	%	%	NOUN
aiti-14700	179	28	0.75	0.75	NUM
aiti-14700	179	29	0.833	0.833	NUM
aiti-14700	179	30	0.733	0.733	NUM
aiti-14700	179	31	40	40	NUM
aiti-14700	179	32	%	%	NOUN
aiti-14700	179	33	0.777	0.777	NUM
aiti-14700	179	34	0.809	0.809	NUM
aiti-14700	179	35	0.717	0.717	NUM
aiti-14700	179	36	50	50	NUM
aiti-14700	179	37	%	%	NOUN
aiti-14700	179	38	0.787	0.787	NUM
aiti-14700	179	39	0.824	0.824	NUM
aiti-14700	179	40	0.791	0.791	NUM
aiti-14700	179	41	4.2	4.2	NUM
aiti-14700	179	42	.	.	PUNCT
aiti-14700	180	1	plsa	plsa	ADJ
aiti-14700	180	2	using	use	VERB
aiti-14700	180	3	the	the	DET
aiti-14700	180	4	previously	previously	ADV
aiti-14700	180	5	mentioned	mention	VERB
aiti-14700	180	6	model	model	NOUN
aiti-14700	180	7	,	,	PUNCT
aiti-14700	180	8	10,000	10,000	NUM
aiti-14700	180	9	randomly	randomly	ADV
aiti-14700	180	10	selected	select	VERB
aiti-14700	180	11	unlabeled	unlabeled	ADJ
aiti-14700	180	12	data	datum	NOUN
aiti-14700	180	13	entries	entry	NOUN
aiti-14700	180	14	were	be	AUX
aiti-14700	180	15	classified	classify	VERB
aiti-14700	180	16	.	.	PUNCT
aiti-14700	181	1	as	as	ADP
aiti-14700	181	2	a	a	DET
aiti-14700	181	3	result	result	NOUN
aiti-14700	181	4	,	,	PUNCT
aiti-14700	181	5	2,642	2,642	NUM
aiti-14700	181	6	entries	entry	NOUN
aiti-14700	181	7	were	be	AUX
aiti-14700	181	8	identified	identify	VERB
aiti-14700	181	9	as	as	ADP
aiti-14700	181	10	complaints	complaint	NOUN
aiti-14700	181	11	.	.	PUNCT
aiti-14700	182	1	to	to	PART
aiti-14700	182	2	analyze	analyze	VERB
aiti-14700	182	3	this	this	DET
aiti-14700	182	4	data	datum	NOUN
aiti-14700	182	5	,	,	PUNCT
aiti-14700	182	6	the	the	DET
aiti-14700	182	7	number	number	NOUN
aiti-14700	182	8	of	of	ADP
aiti-14700	182	9	latent	latent	NOUN
aiti-14700	182	10	classes	class	NOUN
aiti-14700	182	11	was	be	AUX
aiti-14700	182	12	determined	determine	VERB
aiti-14700	182	13	by	by	ADP
aiti-14700	182	14	running	run	VERB
aiti-14700	182	15	plsa	plsa	ADJ
aiti-14700	182	16	with	with	ADP
aiti-14700	182	17	class	class	NOUN
aiti-14700	182	18	numbers	number	NOUN
aiti-14700	182	19	ranging	range	VERB
aiti-14700	182	20	from	from	ADP
aiti-14700	182	21	2	2	NUM
aiti-14700	182	22	to	to	PART
aiti-14700	182	23	30	30	NUM
aiti-14700	182	24	while	while	SCONJ
aiti-14700	182	25	calculating	calculate	VERB
aiti-14700	182	26	the	the	DET
aiti-14700	182	27	bayesian	bayesian	NOUN
aiti-14700	182	28	information	information	NOUN
aiti-14700	182	29	criterion	criterion	NOUN
aiti-14700	182	30	(	(	PUNCT
aiti-14700	182	31	bic	bic	NOUN
aiti-14700	182	32	)	)	PUNCT
aiti-14700	182	33	values	value	NOUN
aiti-14700	183	1	[	[	X
aiti-14700	183	2	22	22	NUM
aiti-14700	183	3	]	]	PUNCT
aiti-14700	183	4	.	.	PUNCT
aiti-14700	184	1	the	the	DET
aiti-14700	184	2	results	result	NOUN
aiti-14700	184	3	are	be	AUX
aiti-14700	184	4	shown	show	VERB
aiti-14700	184	5	in	in	ADP
aiti-14700	184	6	fig	fig	NOUN
aiti-14700	184	7	.	.	PUNCT
aiti-14700	185	1	3	3	X
aiti-14700	185	2	.	.	X
aiti-14700	185	3	while	while	SCONJ
aiti-14700	185	4	the	the	DET
aiti-14700	185	5	bic	bic	PROPN
aiti-14700	185	6	values	value	NOUN
aiti-14700	185	7	decreased	decrease	VERB
aiti-14700	185	8	continuously	continuously	ADV
aiti-14700	185	9	as	as	SCONJ
aiti-14700	185	10	the	the	DET
aiti-14700	185	11	number	number	NOUN
aiti-14700	185	12	of	of	ADP
aiti-14700	185	13	classes	class	NOUN
aiti-14700	185	14	increased	increase	VERB
aiti-14700	185	15	,	,	PUNCT
aiti-14700	185	16	the	the	DET
aiti-14700	185	17	class	class	NOUN
aiti-14700	185	18	count	count	NOUN
aiti-14700	185	19	was	be	AUX
aiti-14700	185	20	set	set	VERB
aiti-14700	185	21	to	to	ADP
aiti-14700	185	22	6	6	NUM
aiti-14700	185	23	based	base	VERB
aiti-14700	185	24	on	on	ADP
aiti-14700	185	25	interpretability	interpretability	NOUN
aiti-14700	185	26	and	and	CCONJ
aiti-14700	185	27	the	the	DET
aiti-14700	185	28	rate	rate	NOUN
aiti-14700	185	29	of	of	ADP
aiti-14700	185	30	decline	decline	NOUN
aiti-14700	185	31	in	in	ADP
aiti-14700	185	32	bic	bic	PROPN
aiti-14700	185	33	values	value	NOUN
aiti-14700	185	34	.	.	PUNCT
aiti-14700	186	1	bic	bic	PROPN
aiti-14700	186	2	is	be	AUX
aiti-14700	186	3	given	give	VERB
aiti-14700	186	4	by	by	ADP
aiti-14700	186	5	the	the	DET
aiti-14700	186	6	following	follow	VERB
aiti-14700	186	7	equation	equation	NOUN
aiti-14700	186	8	:	:	PUNCT
aiti-14700	186	9	2ln	2ln	ADJ
aiti-14700	186	10	lnbic	lnbic	ADJ
aiti-14700	186	11	l	l	NOUN
aiti-14700	186	12	k	k	X
aiti-14700	186	13	n=	n=	PROPN
aiti-14700	186	14	−	−	PROPN
aiti-14700	187	1	+	+	CCONJ
aiti-14700	187	2	(	(	PUNCT
aiti-14700	187	3	2	2	X
aiti-14700	187	4	)	)	PUNCT
aiti-14700	187	5	ln	ln	NOUN
aiti-14700	187	6	(	(	PUNCT
aiti-14700	187	7	,	,	PUNCT
aiti-14700	187	8	)	)	PUNCT
aiti-14700	187	9	ln	ln	NOUN
aiti-14700	187	10	(	(	PUNCT
aiti-14700	187	11	,	,	PUNCT
aiti-14700	187	12	)	)	PUNCT
aiti-14700	187	13	(	(	PUNCT
aiti-14700	187	14	,	,	PUNCT
aiti-14700	187	15	)	)	PUNCT
aiti-14700	187	16	ln	ln	NOUN
aiti-14700	187	17	(	(	PUNCT
aiti-14700	187	18	)	)	PUNCT
aiti-14700	187	19	(	(	PUNCT
aiti-14700	187	20	|	|	ADV
aiti-14700	187	21	)	)	PUNCT
aiti-14700	187	22	(	(	PUNCT
aiti-14700	187	23	|	|	ADV
aiti-14700	187	24	)	)	PUNCT
aiti-14700	187	25	i	i	PRON
aiti-14700	187	26	j	j	PROPN
aiti-14700	188	1	k	k	PROPN
aiti-14700	188	2	j	j	PROPN
aiti-14700	189	1	k	k	INTJ
aiti-14700	190	1	i	i	PRON
aiti-14700	190	2	k	k	PROPN
aiti-14700	191	1	i	i	PRON
aiti-14700	191	2	j	j	VERB
aiti-14700	192	1	i	i	PRON
aiti-14700	192	2	j	j	PROPN
aiti-14700	193	1	k	k	PROPN
aiti-14700	193	2	l	l	PROPN
aiti-14700	194	1	n	n	CCONJ
aiti-14700	195	1	i	i	PRON
aiti-14700	195	2	j	j	PROPN
aiti-14700	196	1	p	p	X
aiti-14700	196	2	x	x	X
aiti-14700	196	3	y	y	VERB
aiti-14700	196	4	n	n	INTJ
aiti-14700	197	1	i	i	PRON
aiti-14700	197	2	j	j	PROPN
aiti-14700	198	1	p	p	X
aiti-14700	198	2	z	z	PROPN
aiti-14700	198	3	p	p	X
aiti-14700	198	4	y	y	PROPN
aiti-14700	198	5	z	z	PROPN
aiti-14700	198	6	p	p	NOUN
aiti-14700	199	1	x	x	X
aiti-14700	199	2	z	z	NOUN
aiti-14700	199	3			NOUN
aiti-14700	199	4			NOUN
aiti-14700	200	1			X
aiti-14700	200	2	=	=	PUNCT
aiti-14700	201	1	=	=	SYM
aiti-14700	201	2			NUM
aiti-14700	201	3			NUM
aiti-14700	201	4			ADJ
aiti-14700	201	5			PROPN
aiti-14700	201	6			NOUN
aiti-14700	201	7			X
aiti-14700	201	8			VERB
aiti-14700	201	9			X
aiti-14700	201	10			X
aiti-14700	201	11	(	(	PUNCT
aiti-14700	201	12	3	3	X
aiti-14700	201	13	)	)	PUNCT
aiti-14700	201	14	where	where	SCONJ
aiti-14700	201	15	l	l	NOUN
aiti-14700	201	16	is	be	AUX
aiti-14700	201	17	the	the	DET
aiti-14700	201	18	likelihood	likelihood	NOUN
aiti-14700	201	19	of	of	ADP
aiti-14700	201	20	the	the	DET
aiti-14700	201	21	model	model	NOUN
aiti-14700	201	22	,	,	PUNCT
aiti-14700	201	23	k	k	PROPN
aiti-14700	201	24	is	be	AUX
aiti-14700	201	25	the	the	DET
aiti-14700	201	26	number	number	NOUN
aiti-14700	201	27	of	of	ADP
aiti-14700	201	28	free	free	ADJ
aiti-14700	201	29	parameters	parameter	NOUN
aiti-14700	201	30	,	,	PUNCT
aiti-14700	201	31	and	and	CCONJ
aiti-14700	201	32	n	n	PRON
aiti-14700	201	33	is	be	AUX
aiti-14700	201	34	the	the	DET
aiti-14700	201	35	number	number	NOUN
aiti-14700	201	36	of	of	ADP
aiti-14700	201	37	observations	observation	NOUN
aiti-14700	201	38	.	.	PUNCT
aiti-14700	202	1	the	the	DET
aiti-14700	202	2	likelihood	likelihood	NOUN
aiti-14700	202	3	l	l	NOUN
aiti-14700	202	4	measures	measure	NOUN
aiti-14700	202	5	how	how	SCONJ
aiti-14700	202	6	well	well	ADV
aiti-14700	202	7	the	the	DET
aiti-14700	202	8	model	model	NOUN
aiti-14700	202	9	explains	explain	VERB
aiti-14700	202	10	the	the	DET
aiti-14700	202	11	observed	observed	ADJ
aiti-14700	202	12	data	datum	NOUN
aiti-14700	202	13	,	,	PUNCT
aiti-14700	202	14	while	while	SCONJ
aiti-14700	202	15	k	k	PROPN
aiti-14700	202	16	represents	represent	VERB
aiti-14700	202	17	the	the	DET
aiti-14700	202	18	degree	degree	NOUN
aiti-14700	202	19	of	of	ADP
aiti-14700	202	20	model	model	NOUN
aiti-14700	202	21	flexibility	flexibility	NOUN
aiti-14700	202	22	,	,	PUNCT
aiti-14700	202	23	and	and	CCONJ
aiti-14700	202	24	n	n	NUM
aiti-14700	202	25	indicates	indicate	VERB
aiti-14700	202	26	the	the	DET
aiti-14700	202	27	data	data	NOUN
aiti-14700	202	28	size	size	NOUN
aiti-14700	202	29	used	use	VERB
aiti-14700	202	30	for	for	ADP
aiti-14700	202	31	estimation	estimation	NOUN
aiti-14700	202	32	.	.	PUNCT
aiti-14700	203	1	the	the	DET
aiti-14700	203	2	bic	bic	PROPN
aiti-14700	203	3	introduces	introduce	VERB
aiti-14700	203	4	a	a	DET
aiti-14700	203	5	penalty	penalty	NOUN
aiti-14700	203	6	term	term	NOUN
aiti-14700	203	7	for	for	ADP
aiti-14700	203	8	model	model	NOUN
aiti-14700	203	9	complexity	complexity	NOUN
aiti-14700	203	10	,	,	PUNCT
aiti-14700	203	11	which	which	PRON
aiti-14700	203	12	increases	increase	VERB
aiti-14700	203	13	with	with	ADP
aiti-14700	203	14	the	the	DET
aiti-14700	203	15	number	number	NOUN
aiti-14700	203	16	of	of	ADP
aiti-14700	203	17	parameters	parameter	NOUN
aiti-14700	203	18	,	,	PUNCT
aiti-14700	203	19	to	to	PART
aiti-14700	203	20	prevent	prevent	VERB
aiti-14700	203	21	overfitting	overfitting	NOUN
aiti-14700	203	22	.	.	PUNCT
aiti-14700	204	1	lower	low	ADJ
aiti-14700	204	2	bic	bic	PROPN
aiti-14700	204	3	values	value	NOUN
aiti-14700	204	4	,	,	PUNCT
aiti-14700	204	5	therefore	therefore	ADV
aiti-14700	204	6	,	,	PUNCT
aiti-14700	204	7	indicate	indicate	VERB
aiti-14700	204	8	a	a	DET
aiti-14700	204	9	better	well	ADJ
aiti-14700	204	10	balance	balance	NOUN
aiti-14700	204	11	between	between	ADP
aiti-14700	204	12	model	model	NOUN
aiti-14700	204	13	fit	fit	ADJ
aiti-14700	204	14	and	and	CCONJ
aiti-14700	204	15	parsimony	parsimony	ADV
aiti-14700	204	16	,	,	PUNCT
aiti-14700	204	17	meaning	mean	VERB
aiti-14700	204	18	that	that	SCONJ
aiti-14700	204	19	the	the	DET
aiti-14700	204	20	model	model	NOUN
aiti-14700	204	21	both	both	PRON
aiti-14700	204	22	explains	explain	VERB
aiti-14700	204	23	the	the	DET
aiti-14700	204	24	data	datum	NOUN
aiti-14700	204	25	well	well	ADV
aiti-14700	204	26	and	and	CCONJ
aiti-14700	204	27	avoids	avoid	VERB
aiti-14700	204	28	unnecessary	unnecessary	ADJ
aiti-14700	204	29	complexity	complexity	NOUN
aiti-14700	204	30	.	.	PUNCT
aiti-14700	205	1	advances	advance	NOUN
aiti-14700	205	2	in	in	ADP
aiti-14700	205	3	technology	technology	NOUN
aiti-14700	205	4	innovation	innovation	NOUN
aiti-14700	205	5	,	,	PUNCT
aiti-14700	205	6	vol	vol	NOUN
aiti-14700	205	7	.	.	PROPN
aiti-14700	206	1	10	10	NUM
aiti-14700	206	2	,	,	PUNCT
aiti-14700	206	3	no	no	INTJ
aiti-14700	206	4	.	.	NOUN
aiti-14700	206	5	4	4	NUM
aiti-14700	206	6	,	,	PUNCT
aiti-14700	206	7	2025	2025	NUM
aiti-14700	206	8	,	,	PUNCT
aiti-14700	206	9	pp	pp	ADJ
aiti-14700	206	10	.	.	PUNCT
aiti-14700	207	1	383	383	NUM
aiti-14700	207	2	-	-	SYM
aiti-14700	207	3	394	394	NUM
aiti-14700	207	4	390	390	NUM
aiti-14700	207	5	fig	fig	NOUN
aiti-14700	207	6	.	.	PUNCT
aiti-14700	208	1	3	3	NUM
aiti-14700	208	2	bic	bic	PROPN
aiti-14700	208	3	curve	curve	NOUN
aiti-14700	208	4	as	as	ADP
aiti-14700	208	5	a	a	DET
aiti-14700	208	6	result	result	NOUN
aiti-14700	208	7	of	of	ADP
aiti-14700	208	8	performing	perform	VERB
aiti-14700	208	9	plsa	plsa	ADJ
aiti-14700	208	10	with	with	ADP
aiti-14700	208	11	6	6	NUM
aiti-14700	208	12	classes	class	NOUN
aiti-14700	208	13	,	,	PUNCT
aiti-14700	208	14	the	the	DET
aiti-14700	208	15	sizes	size	NOUN
aiti-14700	208	16	of	of	ADP
aiti-14700	208	17	the	the	DET
aiti-14700	208	18	latent	latent	NOUN
aiti-14700	208	19	classes	class	NOUN
aiti-14700	208	20	are	be	AUX
aiti-14700	208	21	summarized	summarize	VERB
aiti-14700	208	22	in	in	ADP
aiti-14700	208	23	table	table	NOUN
aiti-14700	208	24	4	4	NUM
aiti-14700	208	25	,	,	PUNCT
aiti-14700	208	26	and	and	CCONJ
aiti-14700	208	27	the	the	DET
aiti-14700	208	28	representative	representative	ADJ
aiti-14700	208	29	words	word	NOUN
aiti-14700	208	30	for	for	ADP
aiti-14700	208	31	each	each	DET
aiti-14700	208	32	class	class	NOUN
aiti-14700	208	33	are	be	AUX
aiti-14700	208	34	shown	show	VERB
aiti-14700	208	35	in	in	ADP
aiti-14700	208	36	table	table	NOUN
aiti-14700	208	37	5	5	NUM
aiti-14700	208	38	.	.	PUNCT
aiti-14700	208	39	from	from	ADP
aiti-14700	208	40	tables	table	NOUN
aiti-14700	208	41	4	4	NUM
aiti-14700	208	42	and	and	CCONJ
aiti-14700	208	43	5	5	NUM
aiti-14700	208	44	,	,	PUNCT
aiti-14700	208	45	it	it	PRON
aiti-14700	208	46	is	be	AUX
aiti-14700	208	47	evident	evident	ADJ
aiti-14700	208	48	that	that	SCONJ
aiti-14700	208	49	a	a	DET
aiti-14700	208	50	significant	significant	ADJ
aiti-14700	208	51	portion	portion	NOUN
aiti-14700	208	52	of	of	ADP
aiti-14700	208	53	the	the	DET
aiti-14700	208	54	complaints	complaint	NOUN
aiti-14700	208	55	pertain	pertain	VERB
aiti-14700	208	56	to	to	ADP
aiti-14700	208	57	issues	issue	NOUN
aiti-14700	208	58	involving	involve	VERB
aiti-14700	208	59	husbands	husband	NOUN
aiti-14700	208	60	and	and	CCONJ
aiti-14700	208	61	family	family	NOUN
aiti-14700	208	62	members	member	NOUN
aiti-14700	208	63	.	.	PUNCT
aiti-14700	209	1	however	however	ADV
aiti-14700	209	2	,	,	PUNCT
aiti-14700	209	3	it	it	PRON
aiti-14700	209	4	is	be	AUX
aiti-14700	209	5	also	also	ADV
aiti-14700	209	6	noteworthy	noteworthy	ADJ
aiti-14700	209	7	that	that	SCONJ
aiti-14700	209	8	terms	term	NOUN
aiti-14700	209	9	unrelated	unrelated	ADJ
aiti-14700	209	10	to	to	ADP
aiti-14700	209	11	family	family	NOUN
aiti-14700	209	12	,	,	PUNCT
aiti-14700	209	13	such	such	ADJ
aiti-14700	209	14	as	as	ADP
aiti-14700	209	15	"	"	PUNCT
aiti-14700	209	16	hospital	hospital	NOUN
aiti-14700	209	17	"	"	PUNCT
aiti-14700	209	18	and	and	CCONJ
aiti-14700	209	19	"	"	PUNCT
aiti-14700	209	20	new	new	ADJ
aiti-14700	209	21	year	year	NOUN
aiti-14700	209	22	,	,	PUNCT
aiti-14700	209	23	"	"	PUNCT
aiti-14700	209	24	appear	appear	VERB
aiti-14700	209	25	as	as	ADP
aiti-14700	209	26	representative	representative	ADJ
aiti-14700	209	27	words	word	NOUN
aiti-14700	209	28	in	in	ADP
aiti-14700	209	29	the	the	DET
aiti-14700	209	30	clustering	clustering	ADJ
aiti-14700	209	31	analysis	analysis	NOUN
aiti-14700	209	32	.	.	PUNCT
aiti-14700	210	1	these	these	DET
aiti-14700	210	2	terms	term	NOUN
aiti-14700	210	3	highlight	highlight	VERB
aiti-14700	210	4	additional	additional	ADJ
aiti-14700	210	5	areas	area	NOUN
aiti-14700	210	6	of	of	ADP
aiti-14700	210	7	concern	concern	NOUN
aiti-14700	210	8	,	,	PUNCT
aiti-14700	210	9	such	such	ADJ
aiti-14700	210	10	as	as	ADP
aiti-14700	210	11	difficulties	difficulty	NOUN
aiti-14700	210	12	in	in	ADP
aiti-14700	210	13	securing	secure	VERB
aiti-14700	210	14	medical	medical	ADJ
aiti-14700	210	15	appointments	appointment	NOUN
aiti-14700	210	16	or	or	CCONJ
aiti-14700	210	17	the	the	DET
aiti-14700	210	18	stress	stress	NOUN
aiti-14700	210	19	associated	associate	VERB
aiti-14700	210	20	with	with	ADP
aiti-14700	210	21	traditional	traditional	ADJ
aiti-14700	210	22	holiday	holiday	NOUN
aiti-14700	210	23	gatherings	gathering	NOUN
aiti-14700	210	24	.	.	PUNCT
aiti-14700	211	1	a	a	DET
aiti-14700	211	2	more	more	ADV
aiti-14700	211	3	detailed	detailed	ADJ
aiti-14700	211	4	discussion	discussion	NOUN
aiti-14700	211	5	of	of	ADP
aiti-14700	211	6	these	these	DET
aiti-14700	211	7	findings	finding	NOUN
aiti-14700	211	8	will	will	AUX
aiti-14700	211	9	be	be	AUX
aiti-14700	211	10	provided	provide	VERB
aiti-14700	211	11	later	later	ADV
aiti-14700	211	12	.	.	PUNCT
aiti-14700	212	1	table	table	NOUN
aiti-14700	212	2	4	4	NUM
aiti-14700	212	3	size	size	NOUN
aiti-14700	212	4	of	of	ADP
aiti-14700	212	5	the	the	DET
aiti-14700	212	6	latent	latent	NOUN
aiti-14700	212	7	classes	class	NOUN
aiti-14700	212	8	class	class	NOUN
aiti-14700	212	9	size	size	NOUN
aiti-14700	212	10	class1	class1	NOUN
aiti-14700	212	11	0.1688	0.1688	NUM
aiti-14700	212	12	class2	class2	NOUN
aiti-14700	212	13	0.1740	0.1740	NUM
aiti-14700	212	14	class3	class3	PROPN
aiti-14700	212	15	0.1908	0.1908	NUM
aiti-14700	212	16	class4	class4	PROPN
aiti-14700	212	17	0.1308	0.1308	NUM
aiti-14700	212	18	class5	class5	NOUN
aiti-14700	212	19	0.1218	0.1218	NUM
aiti-14700	212	20	class6	class6	NOUN
aiti-14700	212	21	0.2136	0.2136	NUM
aiti-14700	212	22	table	table	NOUN
aiti-14700	212	23	5	5	NUM
aiti-14700	212	24	representative	representative	ADJ
aiti-14700	212	25	words	word	NOUN
aiti-14700	212	26	class1	class1	PROPN
aiti-14700	212	27	class2	class2	PROPN
aiti-14700	212	28	class3	class3	PROPN
aiti-14700	212	29	class4	class4	PROPN
aiti-14700	212	30	class5	class5	PROPN
aiti-14700	212	31	class6	class6	AUX
aiti-14700	212	32	time	time	VERB
aiti-14700	212	33	parents	parent	NOUN
aiti-14700	212	34	'	'	PART
aiti-14700	212	35	home	home	NOUN
aiti-14700	212	36	children	child	NOUN
aiti-14700	212	37	schedule	schedule	NOUN
aiti-14700	212	38	today	today	NOUN
aiti-14700	212	39	husband	husband	NOUN
aiti-14700	212	40	work	work	NOUN
aiti-14700	212	41	aunt	aunt	VERB
aiti-14700	212	42	myself	myself	PRON
aiti-14700	212	43	childbirth	childbirth	NOUN
aiti-14700	212	44	tomorrow	tomorrow	NOUN
aiti-14700	212	45	son	son	PROPN
aiti-14700	212	46	pregnancies	pregnancies	PROPN
aiti-14700	212	47	family	family	NOUN
aiti-14700	212	48	together	together	ADV
aiti-14700	212	49	friends	friend	NOUN
aiti-14700	212	50	yesterday	yesterday	NOUN
aiti-14700	212	51	unreasonable	unreasonable	ADJ
aiti-14700	212	52	everyday	everyday	ADJ
aiti-14700	212	53	new	new	ADJ
aiti-14700	212	54	year	year	NOUN
aiti-14700	212	55	divorce	divorce	NOUN
aiti-14700	212	56	contact	contact	NOUN
aiti-14700	212	57	the	the	DET
aiti-14700	212	58	new	new	ADJ
aiti-14700	212	59	year	year	NOUN
aiti-14700	212	60	's	's	PART
aiti-14700	212	61	holiday	holiday	NOUN
aiti-14700	212	62	usual	usual	ADJ
aiti-14700	212	63	lives	live	VERB
aiti-14700	212	64	parents	parent	NOUN
aiti-14700	212	65	quarrel	quarrel	VERB
aiti-14700	212	66	unstable	unstable	ADJ
aiti-14700	212	67	physical	physical	ADJ
aiti-14700	212	68	condition	condition	NOUN
aiti-14700	212	69	bath	bath	NOUN
aiti-14700	212	70	raising	raise	VERB
aiti-14700	212	71	children	child	NOUN
aiti-14700	212	72	this	this	DET
aiti-14700	212	73	year	year	NOUN
aiti-14700	212	74	household	household	NOUN
aiti-14700	212	75	normal	normal	ADJ
aiti-14700	212	76	hospital	hospital	NOUN
aiti-14700	212	77	room	room	NOUN
aiti-14700	212	78	nursery	nursery	NOUN
aiti-14700	212	79	school	school	NOUN
aiti-14700	212	80	marriage	marriage	NOUN
aiti-14700	212	81	opponent	opponent	NOUN
aiti-14700	212	82	worry	worry	VERB
aiti-14700	212	83	physical	physical	ADJ
aiti-14700	212	84	condition	condition	NOUN
aiti-14700	212	85	prepare	prepare	VERB
aiti-14700	212	86	5	5	NUM
aiti-14700	212	87	.	.	PUNCT
aiti-14700	212	88	discussion	discussion	NOUN
aiti-14700	212	89	the	the	DET
aiti-14700	212	90	results	result	NOUN
aiti-14700	212	91	of	of	ADP
aiti-14700	212	92	data	datum	NOUN
aiti-14700	212	93	augmentation	augmentation	NOUN
aiti-14700	212	94	and	and	CCONJ
aiti-14700	212	95	plsa	plsa	ADJ
aiti-14700	212	96	are	be	AUX
aiti-14700	212	97	discussed	discuss	VERB
aiti-14700	212	98	,	,	PUNCT
aiti-14700	212	99	respectively	respectively	ADV
aiti-14700	212	100	.	.	PUNCT
aiti-14700	213	1	the	the	DET
aiti-14700	213	2	discussion	discussion	NOUN
aiti-14700	213	3	first	first	ADV
aiti-14700	213	4	examines	examine	VERB
aiti-14700	213	5	the	the	DET
aiti-14700	213	6	effects	effect	NOUN
aiti-14700	213	7	of	of	ADP
aiti-14700	213	8	data	datum	NOUN
aiti-14700	213	9	augmentation	augmentation	NOUN
aiti-14700	213	10	using	use	VERB
aiti-14700	213	11	generative	generative	ADJ
aiti-14700	213	12	ai	ai	NOUN
aiti-14700	213	13	,	,	PUNCT
aiti-14700	213	14	highlighting	highlight	VERB
aiti-14700	213	15	both	both	CCONJ
aiti-14700	213	16	its	its	PRON
aiti-14700	213	17	benefits	benefit	NOUN
aiti-14700	213	18	in	in	ADP
aiti-14700	213	19	improving	improve	VERB
aiti-14700	213	20	classification	classification	NOUN
aiti-14700	213	21	performance	performance	NOUN
aiti-14700	213	22	and	and	CCONJ
aiti-14700	213	23	the	the	DET
aiti-14700	213	24	challenges	challenge	NOUN
aiti-14700	213	25	it	it	PRON
aiti-14700	213	26	presents	present	VERB
aiti-14700	213	27	,	,	PUNCT
aiti-14700	213	28	along	along	ADP
aiti-14700	213	29	with	with	ADP
aiti-14700	213	30	an	an	DET
aiti-14700	213	31	evaluation	evaluation	NOUN
aiti-14700	213	32	of	of	ADP
aiti-14700	213	33	which	which	PRON
aiti-14700	213	34	vectorization	vectorization	NOUN
aiti-14700	213	35	methods	method	NOUN
aiti-14700	213	36	are	be	AUX
aiti-14700	213	37	most	most	ADV
aiti-14700	213	38	suitable	suitable	ADJ
aiti-14700	213	39	based	base	VERB
aiti-14700	213	40	on	on	ADP
aiti-14700	213	41	their	their	PRON
aiti-14700	213	42	representational	representational	ADJ
aiti-14700	213	43	characteristics	characteristic	NOUN
aiti-14700	213	44	.	.	PUNCT
aiti-14700	214	1	it	it	PRON
aiti-14700	214	2	then	then	ADV
aiti-14700	214	3	considers	consider	VERB
aiti-14700	214	4	the	the	DET
aiti-14700	214	5	complaint	complaint	NOUN
aiti-14700	214	6	classes	class	NOUN
aiti-14700	214	7	identified	identify	VERB
aiti-14700	214	8	through	through	ADP
aiti-14700	214	9	plsa	plsa	ADJ
aiti-14700	214	10	,	,	PUNCT
aiti-14700	214	11	describing	describe	VERB
aiti-14700	214	12	how	how	SCONJ
aiti-14700	214	13	complaints	complaint	NOUN
aiti-14700	214	14	on	on	ADP
aiti-14700	214	15	parenting	parent	VERB
aiti-14700	214	16	q&a	q&a	PROPN
aiti-14700	214	17	sites	site	NOUN
aiti-14700	214	18	were	be	AUX
aiti-14700	214	19	segmented	segment	VERB
aiti-14700	214	20	into	into	ADP
aiti-14700	214	21	distinct	distinct	ADJ
aiti-14700	214	22	thematic	thematic	ADJ
aiti-14700	214	23	categories	category	NOUN
aiti-14700	214	24	.	.	PUNCT
aiti-14700	215	1	advances	advance	NOUN
aiti-14700	215	2	in	in	ADP
aiti-14700	215	3	technology	technology	NOUN
aiti-14700	215	4	innovation	innovation	NOUN
aiti-14700	215	5	,	,	PUNCT
aiti-14700	215	6	vol	vol	NOUN
aiti-14700	215	7	.	.	PROPN
aiti-14700	216	1	10	10	NUM
aiti-14700	216	2	,	,	PUNCT
aiti-14700	216	3	no	no	INTJ
aiti-14700	216	4	.	.	NOUN
aiti-14700	216	5	4	4	NUM
aiti-14700	216	6	,	,	PUNCT
aiti-14700	216	7	2025	2025	NUM
aiti-14700	216	8	,	,	PUNCT
aiti-14700	216	9	pp	pp	ADJ
aiti-14700	216	10	.	.	PUNCT
aiti-14700	217	1	383	383	NUM
aiti-14700	217	2	-	-	SYM
aiti-14700	217	3	394	394	NUM
aiti-14700	217	4	391	391	NUM
aiti-14700	217	5	5.1	5.1	NUM
aiti-14700	217	6	.	.	PUNCT
aiti-14700	218	1	data	datum	NOUN
aiti-14700	218	2	augmentation	augmentation	NOUN
aiti-14700	218	3	using	use	VERB
aiti-14700	218	4	generative	generative	NOUN
aiti-14700	218	5	ai	ai	VERB
aiti-14700	218	6	from	from	ADP
aiti-14700	218	7	tables	table	NOUN
aiti-14700	218	8	2	2	NUM
aiti-14700	218	9	and	and	CCONJ
aiti-14700	218	10	3	3	NUM
aiti-14700	218	11	,	,	PUNCT
aiti-14700	218	12	it	it	PRON
aiti-14700	218	13	was	be	AUX
aiti-14700	218	14	observed	observe	VERB
aiti-14700	218	15	that	that	SCONJ
aiti-14700	218	16	increasing	increase	VERB
aiti-14700	218	17	the	the	DET
aiti-14700	218	18	proportion	proportion	NOUN
aiti-14700	218	19	of	of	ADP
aiti-14700	218	20	generated	generate	VERB
aiti-14700	218	21	complaints	complaint	NOUN
aiti-14700	218	22	improved	improve	VERB
aiti-14700	218	23	the	the	DET
aiti-14700	218	24	performance	performance	NOUN
aiti-14700	218	25	metrics	metric	NOUN
aiti-14700	218	26	up	up	ADP
aiti-14700	218	27	to	to	ADP
aiti-14700	218	28	a	a	DET
aiti-14700	218	29	certain	certain	ADJ
aiti-14700	218	30	point	point	NOUN
aiti-14700	218	31	.	.	PUNCT
aiti-14700	219	1	however	however	ADV
aiti-14700	219	2	,	,	PUNCT
aiti-14700	219	3	beyond	beyond	ADP
aiti-14700	219	4	that	that	DET
aiti-14700	219	5	point	point	NOUN
aiti-14700	219	6	,	,	PUNCT
aiti-14700	219	7	further	far	ADV
aiti-14700	219	8	increasing	increase	VERB
aiti-14700	219	9	the	the	DET
aiti-14700	219	10	amount	amount	NOUN
aiti-14700	219	11	of	of	ADP
aiti-14700	219	12	generated	generate	VERB
aiti-14700	219	13	data	datum	NOUN
aiti-14700	219	14	led	lead	VERB
aiti-14700	219	15	to	to	ADP
aiti-14700	219	16	a	a	DET
aiti-14700	219	17	decline	decline	NOUN
aiti-14700	219	18	in	in	ADP
aiti-14700	219	19	the	the	DET
aiti-14700	219	20	metrics	metric	NOUN
aiti-14700	219	21	.	.	PUNCT
aiti-14700	220	1	the	the	DET
aiti-14700	220	2	decline	decline	NOUN
aiti-14700	220	3	in	in	ADP
aiti-14700	220	4	performance	performance	NOUN
aiti-14700	220	5	when	when	SCONJ
aiti-14700	220	6	adding	add	VERB
aiti-14700	220	7	too	too	ADV
aiti-14700	220	8	much	much	ADV
aiti-14700	220	9	generated	generate	VERB
aiti-14700	220	10	data	datum	NOUN
aiti-14700	220	11	can	can	AUX
aiti-14700	220	12	be	be	AUX
aiti-14700	220	13	attributed	attribute	VERB
aiti-14700	220	14	to	to	ADP
aiti-14700	220	15	subtle	subtle	ADJ
aiti-14700	220	16	differences	difference	NOUN
aiti-14700	220	17	in	in	ADP
aiti-14700	220	18	the	the	DET
aiti-14700	220	19	characteristics	characteristic	NOUN
aiti-14700	220	20	of	of	ADP
aiti-14700	220	21	the	the	DET
aiti-14700	220	22	generated	generate	VERB
aiti-14700	220	23	complaints	complaint	NOUN
aiti-14700	220	24	compared	compare	VERB
aiti-14700	220	25	to	to	ADP
aiti-14700	220	26	the	the	DET
aiti-14700	220	27	original	original	ADJ
aiti-14700	220	28	data	datum	NOUN
aiti-14700	220	29	.	.	PUNCT
aiti-14700	221	1	although	although	SCONJ
aiti-14700	221	2	specific	specific	ADJ
aiti-14700	221	3	examples	example	NOUN
aiti-14700	221	4	were	be	AUX
aiti-14700	221	5	provided	provide	VERB
aiti-14700	221	6	during	during	ADP
aiti-14700	221	7	the	the	DET
aiti-14700	221	8	generation	generation	NOUN
aiti-14700	221	9	process	process	NOUN
aiti-14700	221	10	,	,	PUNCT
aiti-14700	221	11	some	some	PRON
aiti-14700	221	12	of	of	ADP
aiti-14700	221	13	the	the	DET
aiti-14700	221	14	generated	generate	VERB
aiti-14700	221	15	complaints	complaint	NOUN
aiti-14700	221	16	diverged	diverge	VERB
aiti-14700	221	17	from	from	ADP
aiti-14700	221	18	the	the	DET
aiti-14700	221	19	themes	theme	NOUN
aiti-14700	221	20	present	present	ADJ
aiti-14700	221	21	in	in	ADP
aiti-14700	221	22	the	the	DET
aiti-14700	221	23	original	original	ADJ
aiti-14700	221	24	dataset	dataset	NOUN
aiti-14700	221	25	.	.	PUNCT
aiti-14700	222	1	for	for	ADP
aiti-14700	222	2	instance	instance	NOUN
aiti-14700	222	3	,	,	PUNCT
aiti-14700	222	4	while	while	SCONJ
aiti-14700	222	5	the	the	DET
aiti-14700	222	6	original	original	ADJ
aiti-14700	222	7	data	datum	NOUN
aiti-14700	222	8	did	do	AUX
aiti-14700	222	9	not	not	PART
aiti-14700	222	10	contain	contain	VERB
aiti-14700	222	11	complaints	complaint	NOUN
aiti-14700	222	12	like	like	ADP
aiti-14700	222	13	"	"	PUNCT
aiti-14700	222	14	my	my	PRON
aiti-14700	222	15	child	child	NOUN
aiti-14700	222	16	refuses	refuse	VERB
aiti-14700	222	17	to	to	PART
aiti-14700	222	18	do	do	VERB
aiti-14700	222	19	homework	homework	NOUN
aiti-14700	222	20	,	,	PUNCT
aiti-14700	222	21	"	"	PUNCT
aiti-14700	222	22	such	such	ADJ
aiti-14700	222	23	examples	example	NOUN
aiti-14700	222	24	were	be	AUX
aiti-14700	222	25	generated	generate	VERB
aiti-14700	222	26	during	during	ADP
aiti-14700	222	27	data	datum	NOUN
aiti-14700	222	28	augmentation	augmentation	NOUN
aiti-14700	222	29	.	.	PUNCT
aiti-14700	223	1	one	one	NUM
aiti-14700	223	2	notable	notable	ADJ
aiti-14700	223	3	observation	observation	NOUN
aiti-14700	223	4	is	be	AUX
aiti-14700	223	5	that	that	SCONJ
aiti-14700	223	6	the	the	DET
aiti-14700	223	7	bow	bow	NOUN
aiti-14700	223	8	method	method	NOUN
aiti-14700	223	9	was	be	AUX
aiti-14700	223	10	most	most	ADV
aiti-14700	223	11	affected	affect	VERB
aiti-14700	223	12	by	by	ADP
aiti-14700	223	13	the	the	DET
aiti-14700	223	14	excess	excess	ADJ
aiti-14700	223	15	generated	generate	VERB
aiti-14700	223	16	data	datum	NOUN
aiti-14700	223	17	.	.	PUNCT
aiti-14700	224	1	since	since	SCONJ
aiti-14700	224	2	bow	bow	NOUN
aiti-14700	224	3	relies	rely	VERB
aiti-14700	224	4	on	on	ADP
aiti-14700	224	5	a	a	DET
aiti-14700	224	6	direct	direct	ADJ
aiti-14700	224	7	,	,	PUNCT
aiti-14700	224	8	sparse	sparse	ADJ
aiti-14700	224	9	representation	representation	NOUN
aiti-14700	224	10	of	of	ADP
aiti-14700	224	11	word	word	NOUN
aiti-14700	224	12	frequencies	frequency	NOUN
aiti-14700	224	13	without	without	ADP
aiti-14700	224	14	considering	consider	VERB
aiti-14700	224	15	the	the	DET
aiti-14700	224	16	context	context	NOUN
aiti-14700	224	17	or	or	CCONJ
aiti-14700	224	18	semantics	semantic	NOUN
aiti-14700	224	19	of	of	ADP
aiti-14700	224	20	the	the	DET
aiti-14700	224	21	words	word	NOUN
aiti-14700	224	22	,	,	PUNCT
aiti-14700	224	23	it	it	PRON
aiti-14700	224	24	is	be	AUX
aiti-14700	224	25	highly	highly	ADV
aiti-14700	224	26	sensitive	sensitive	ADJ
aiti-14700	224	27	to	to	ADP
aiti-14700	224	28	variations	variation	NOUN
aiti-14700	224	29	in	in	ADP
aiti-14700	224	30	the	the	DET
aiti-14700	224	31	dataset	dataset	NOUN
aiti-14700	224	32	.	.	PUNCT
aiti-14700	225	1	as	as	ADP
aiti-14700	225	2	a	a	DET
aiti-14700	225	3	result	result	NOUN
aiti-14700	225	4	,	,	PUNCT
aiti-14700	225	5	bow	bow	NOUN
aiti-14700	225	6	was	be	AUX
aiti-14700	225	7	more	more	ADV
aiti-14700	225	8	prone	prone	ADJ
aiti-14700	225	9	to	to	ADP
aiti-14700	225	10	overfitting	overfitte	VERB
aiti-14700	225	11	and	and	CCONJ
aiti-14700	225	12	being	be	AUX
aiti-14700	225	13	influenced	influence	VERB
aiti-14700	225	14	by	by	ADP
aiti-14700	225	15	the	the	DET
aiti-14700	225	16	unique	unique	ADJ
aiti-14700	225	17	patterns	pattern	NOUN
aiti-14700	225	18	in	in	ADP
aiti-14700	225	19	the	the	DET
aiti-14700	225	20	generated	generate	VERB
aiti-14700	225	21	complaints	complaint	NOUN
aiti-14700	225	22	,	,	PUNCT
aiti-14700	225	23	leading	lead	VERB
aiti-14700	225	24	to	to	ADP
aiti-14700	225	25	a	a	DET
aiti-14700	225	26	significant	significant	ADJ
aiti-14700	225	27	decrease	decrease	NOUN
aiti-14700	225	28	in	in	ADP
aiti-14700	225	29	performance	performance	NOUN
aiti-14700	225	30	metrics	metric	NOUN
aiti-14700	225	31	.	.	PUNCT
aiti-14700	226	1	all	all	DET
aiti-14700	226	2	three	three	NUM
aiti-14700	226	3	methods	method	NOUN
aiti-14700	226	4	—	—	PUNCT
aiti-14700	226	5	bow	bow	NOUN
aiti-14700	226	6	,	,	PUNCT
aiti-14700	226	7	doc2vec	doc2vec	NOUN
aiti-14700	226	8	,	,	PUNCT
aiti-14700	226	9	and	and	CCONJ
aiti-14700	226	10	scdv	scdv	NOUN
aiti-14700	226	11	—	—	PUNCT
aiti-14700	226	12	aim	aim	VERB
aiti-14700	226	13	to	to	PART
aiti-14700	226	14	convert	convert	VERB
aiti-14700	226	15	text	text	NOUN
aiti-14700	226	16	into	into	ADP
aiti-14700	226	17	numerical	numerical	ADJ
aiti-14700	226	18	vectors	vector	NOUN
aiti-14700	226	19	so	so	SCONJ
aiti-14700	226	20	that	that	SCONJ
aiti-14700	226	21	machine	machine	NOUN
aiti-14700	226	22	learning	learning	NOUN
aiti-14700	226	23	models	model	NOUN
aiti-14700	226	24	can	can	AUX
aiti-14700	226	25	process	process	VERB
aiti-14700	226	26	them	they	PRON
aiti-14700	226	27	.	.	PUNCT
aiti-14700	227	1	however	however	ADV
aiti-14700	227	2	,	,	PUNCT
aiti-14700	227	3	the	the	DET
aiti-14700	227	4	way	way	NOUN
aiti-14700	227	5	they	they	PRON
aiti-14700	227	6	create	create	VERB
aiti-14700	227	7	these	these	DET
aiti-14700	227	8	vectors	vector	NOUN
aiti-14700	227	9	differs	differ	VERB
aiti-14700	227	10	significantly	significantly	ADV
aiti-14700	227	11	.	.	PUNCT
aiti-14700	228	1	bow	bow	NOUN
aiti-14700	228	2	represents	represent	VERB
aiti-14700	228	3	a	a	DET
aiti-14700	228	4	document	document	NOUN
aiti-14700	228	5	by	by	ADP
aiti-14700	228	6	counting	count	VERB
aiti-14700	228	7	the	the	DET
aiti-14700	228	8	frequency	frequency	NOUN
aiti-14700	228	9	of	of	ADP
aiti-14700	228	10	each	each	DET
aiti-14700	228	11	word	word	NOUN
aiti-14700	228	12	in	in	ADP
aiti-14700	228	13	the	the	DET
aiti-14700	228	14	text	text	NOUN
aiti-14700	228	15	,	,	PUNCT
aiti-14700	228	16	ignoring	ignore	VERB
aiti-14700	228	17	grammar	grammar	NOUN
aiti-14700	228	18	,	,	PUNCT
aiti-14700	228	19	word	word	NOUN
aiti-14700	228	20	order	order	NOUN
aiti-14700	228	21	,	,	PUNCT
aiti-14700	228	22	and	and	CCONJ
aiti-14700	228	23	context	context	NOUN
aiti-14700	228	24	.	.	PUNCT
aiti-14700	229	1	as	as	ADP
aiti-14700	229	2	a	a	DET
aiti-14700	229	3	result	result	NOUN
aiti-14700	229	4	,	,	PUNCT
aiti-14700	229	5	two	two	NUM
aiti-14700	229	6	sentences	sentence	NOUN
aiti-14700	229	7	with	with	ADP
aiti-14700	229	8	the	the	DET
aiti-14700	229	9	same	same	ADJ
aiti-14700	229	10	words	word	NOUN
aiti-14700	229	11	in	in	ADP
aiti-14700	229	12	different	different	ADJ
aiti-14700	229	13	orders	order	NOUN
aiti-14700	229	14	—	—	PUNCT
aiti-14700	229	15	such	such	ADJ
aiti-14700	229	16	as	as	ADP
aiti-14700	229	17	“	"	PUNCT
aiti-14700	229	18	the	the	DET
aiti-14700	229	19	child	child	NOUN
aiti-14700	229	20	is	be	AUX
aiti-14700	229	21	crying	cry	VERB
aiti-14700	229	22	”	"	PUNCT
aiti-14700	229	23	and	and	CCONJ
aiti-14700	229	24	“	"	PUNCT
aiti-14700	229	25	crying	cry	VERB
aiti-14700	229	26	is	be	AUX
aiti-14700	229	27	the	the	DET
aiti-14700	229	28	child”—would	child”—would	AUX
aiti-14700	229	29	be	be	AUX
aiti-14700	229	30	represented	represent	VERB
aiti-14700	229	31	identically	identically	ADV
aiti-14700	229	32	in	in	ADP
aiti-14700	229	33	bow	bow	NOUN
aiti-14700	229	34	.	.	PUNCT
aiti-14700	230	1	in	in	ADP
aiti-14700	230	2	contrast	contrast	NOUN
aiti-14700	230	3	,	,	PUNCT
aiti-14700	230	4	doc2vec	doc2vec	PROPN
aiti-14700	230	5	captures	capture	VERB
aiti-14700	230	6	the	the	DET
aiti-14700	230	7	order	order	NOUN
aiti-14700	230	8	and	and	CCONJ
aiti-14700	230	9	surrounding	surround	VERB
aiti-14700	230	10	context	context	NOUN
aiti-14700	230	11	of	of	ADP
aiti-14700	230	12	words	word	NOUN
aiti-14700	230	13	,	,	PUNCT
aiti-14700	230	14	producing	produce	VERB
aiti-14700	230	15	dense	dense	ADJ
aiti-14700	230	16	vectors	vector	NOUN
aiti-14700	230	17	that	that	PRON
aiti-14700	230	18	reflect	reflect	VERB
aiti-14700	230	19	the	the	DET
aiti-14700	230	20	semantic	semantic	ADJ
aiti-14700	230	21	meaning	meaning	NOUN
aiti-14700	230	22	of	of	ADP
aiti-14700	230	23	the	the	DET
aiti-14700	230	24	entire	entire	ADJ
aiti-14700	230	25	document	document	NOUN
aiti-14700	230	26	.	.	PUNCT
aiti-14700	231	1	scdv	scdv	NOUN
aiti-14700	231	2	further	far	ADV
aiti-14700	231	3	builds	build	VERB
aiti-14700	231	4	on	on	ADP
aiti-14700	231	5	this	this	PRON
aiti-14700	231	6	by	by	ADP
aiti-14700	231	7	combining	combine	VERB
aiti-14700	231	8	word	word	NOUN
aiti-14700	231	9	embeddings	embedding	NOUN
aiti-14700	231	10	with	with	ADP
aiti-14700	231	11	soft	soft	ADJ
aiti-14700	231	12	clustering	clustering	NOUN
aiti-14700	231	13	to	to	AUX
aiti-14700	231	14	account	account	VERB
aiti-14700	231	15	for	for	ADP
aiti-14700	231	16	words	word	NOUN
aiti-14700	231	17	with	with	ADP
aiti-14700	231	18	multiple	multiple	ADJ
aiti-14700	231	19	meanings	meaning	NOUN
aiti-14700	231	20	.	.	PUNCT
aiti-14700	232	1	although	although	SCONJ
aiti-14700	232	2	all	all	DET
aiti-14700	232	3	these	these	DET
aiti-14700	232	4	methods	method	NOUN
aiti-14700	232	5	perform	perform	VERB
aiti-14700	232	6	vectorization	vectorization	NOUN
aiti-14700	232	7	,	,	PUNCT
aiti-14700	232	8	context	context	NOUN
aiti-14700	232	9	-	-	PUNCT
aiti-14700	232	10	aware	aware	ADJ
aiti-14700	232	11	methods	method	NOUN
aiti-14700	232	12	like	like	ADP
aiti-14700	232	13	doc2vec	doc2vec	NOUN
aiti-14700	232	14	and	and	CCONJ
aiti-14700	232	15	scdv	scdv	NOUN
aiti-14700	232	16	are	be	AUX
aiti-14700	232	17	better	well	ADV
aiti-14700	232	18	suited	suited	ADJ
aiti-14700	232	19	for	for	ADP
aiti-14700	232	20	handling	handle	VERB
aiti-14700	232	21	subtle	subtle	ADJ
aiti-14700	232	22	differences	difference	NOUN
aiti-14700	232	23	in	in	ADP
aiti-14700	232	24	sentence	sentence	NOUN
aiti-14700	232	25	structure	structure	NOUN
aiti-14700	232	26	and	and	CCONJ
aiti-14700	232	27	meaning	meaning	NOUN
aiti-14700	232	28	.	.	PUNCT
aiti-14700	233	1	this	this	DET
aiti-14700	233	2	capability	capability	NOUN
aiti-14700	233	3	made	make	VERB
aiti-14700	233	4	them	they	PRON
aiti-14700	233	5	less	less	ADV
aiti-14700	233	6	susceptible	susceptible	ADJ
aiti-14700	233	7	to	to	ADP
aiti-14700	233	8	performance	performance	NOUN
aiti-14700	233	9	degradation	degradation	NOUN
aiti-14700	233	10	when	when	SCONJ
aiti-14700	233	11	synthetic	synthetic	ADJ
aiti-14700	233	12	data	datum	NOUN
aiti-14700	233	13	was	be	AUX
aiti-14700	233	14	introduced	introduce	VERB
aiti-14700	233	15	,	,	PUNCT
aiti-14700	233	16	as	as	SCONJ
aiti-14700	233	17	they	they	PRON
aiti-14700	233	18	could	could	AUX
aiti-14700	233	19	focus	focus	VERB
aiti-14700	233	20	on	on	ADP
aiti-14700	233	21	the	the	DET
aiti-14700	233	22	overall	overall	ADJ
aiti-14700	233	23	context	context	NOUN
aiti-14700	233	24	rather	rather	ADV
aiti-14700	233	25	than	than	ADP
aiti-14700	233	26	isolated	isolated	ADJ
aiti-14700	233	27	word	word	NOUN
aiti-14700	233	28	occurrences	occurrence	NOUN
aiti-14700	233	29	.	.	PUNCT
aiti-14700	234	1	to	to	PART
aiti-14700	234	2	address	address	VERB
aiti-14700	234	3	these	these	DET
aiti-14700	234	4	discrepancies	discrepancy	NOUN
aiti-14700	234	5	,	,	PUNCT
aiti-14700	234	6	the	the	DET
aiti-14700	234	7	following	follow	VERB
aiti-14700	234	8	improvements	improvement	NOUN
aiti-14700	234	9	could	could	AUX
aiti-14700	234	10	be	be	AUX
aiti-14700	234	11	considered	consider	VERB
aiti-14700	234	12	:	:	PUNCT
aiti-14700	234	13	(	(	PUNCT
aiti-14700	234	14	1	1	X
aiti-14700	234	15	)	)	PUNCT
aiti-14700	234	16	providing	provide	VERB
aiti-14700	234	17	more	more	ADV
aiti-14700	234	18	specific	specific	ADJ
aiti-14700	234	19	examples	example	NOUN
aiti-14700	234	20	:	:	PUNCT
aiti-14700	234	21	increasing	increase	VERB
aiti-14700	234	22	the	the	DET
aiti-14700	234	23	number	number	NOUN
aiti-14700	234	24	and	and	CCONJ
aiti-14700	234	25	diversity	diversity	NOUN
aiti-14700	234	26	of	of	ADP
aiti-14700	234	27	examples	example	NOUN
aiti-14700	234	28	from	from	ADP
aiti-14700	234	29	the	the	DET
aiti-14700	234	30	original	original	ADJ
aiti-14700	234	31	data	datum	NOUN
aiti-14700	234	32	during	during	ADP
aiti-14700	234	33	the	the	DET
aiti-14700	234	34	prompt	prompt	ADJ
aiti-14700	234	35	creation	creation	NOUN
aiti-14700	234	36	process	process	NOUN
aiti-14700	234	37	can	can	AUX
aiti-14700	234	38	help	help	VERB
aiti-14700	234	39	align	align	VERB
aiti-14700	234	40	the	the	DET
aiti-14700	234	41	generated	generate	VERB
aiti-14700	234	42	data	datum	NOUN
aiti-14700	234	43	more	more	ADV
aiti-14700	234	44	closely	closely	ADV
aiti-14700	234	45	with	with	ADP
aiti-14700	234	46	the	the	DET
aiti-14700	234	47	original	original	ADJ
aiti-14700	234	48	dataset	dataset	NOUN
aiti-14700	234	49	's	's	PART
aiti-14700	234	50	characteristics	characteristic	NOUN
aiti-14700	234	51	.	.	PUNCT
aiti-14700	235	1	(	(	PUNCT
aiti-14700	235	2	2	2	X
aiti-14700	235	3	)	)	PUNCT
aiti-14700	235	4	summarizing	summarize	VERB
aiti-14700	235	5	frequent	frequent	ADJ
aiti-14700	235	6	themes	theme	NOUN
aiti-14700	235	7	:	:	PUNCT
aiti-14700	235	8	including	include	VERB
aiti-14700	235	9	an	an	DET
aiti-14700	235	10	overview	overview	NOUN
aiti-14700	235	11	of	of	ADP
aiti-14700	235	12	the	the	DET
aiti-14700	235	13	most	most	ADV
aiti-14700	235	14	common	common	ADJ
aiti-14700	235	15	types	type	NOUN
aiti-14700	235	16	of	of	ADP
aiti-14700	235	17	complaints	complaint	NOUN
aiti-14700	235	18	in	in	ADP
aiti-14700	235	19	the	the	DET
aiti-14700	235	20	dataset	dataset	NOUN
aiti-14700	235	21	as	as	ADP
aiti-14700	235	22	part	part	NOUN
aiti-14700	235	23	of	of	ADP
aiti-14700	235	24	the	the	DET
aiti-14700	235	25	prompt	prompt	NOUN
aiti-14700	235	26	can	can	AUX
aiti-14700	235	27	guide	guide	VERB
aiti-14700	235	28	the	the	DET
aiti-14700	235	29	generative	generative	ADJ
aiti-14700	235	30	model	model	NOUN
aiti-14700	235	31	to	to	PART
aiti-14700	235	32	produce	produce	VERB
aiti-14700	235	33	data	datum	NOUN
aiti-14700	235	34	that	that	PRON
aiti-14700	235	35	better	well	ADV
aiti-14700	235	36	reflects	reflect	VERB
aiti-14700	235	37	the	the	DET
aiti-14700	235	38	distribution	distribution	NOUN
aiti-14700	235	39	of	of	ADP
aiti-14700	235	40	original	original	ADJ
aiti-14700	235	41	themes	theme	NOUN
aiti-14700	235	42	.	.	PUNCT
aiti-14700	236	1	5.2	5.2	NUM
aiti-14700	236	2	.	.	PUNCT
aiti-14700	237	1	complaints	complaint	NOUN
aiti-14700	237	2	in	in	ADP
aiti-14700	237	3	parenting	parent	VERB
aiti-14700	237	4	q&a	q&a	PROPN
aiti-14700	237	5	sites	site	NOUN
aiti-14700	237	6	as	as	ADP
aiti-14700	237	7	a	a	DET
aiti-14700	237	8	result	result	NOUN
aiti-14700	237	9	of	of	ADP
aiti-14700	237	10	the	the	DET
aiti-14700	237	11	analysis	analysis	NOUN
aiti-14700	237	12	,	,	PUNCT
aiti-14700	237	13	clustering	clustering	NOUN
aiti-14700	237	14	based	base	VERB
aiti-14700	237	15	on	on	ADP
aiti-14700	237	16	representative	representative	ADJ
aiti-14700	237	17	words	word	NOUN
aiti-14700	237	18	,	,	PUNCT
aiti-14700	237	19	as	as	SCONJ
aiti-14700	237	20	shown	show	VERB
aiti-14700	237	21	in	in	ADP
aiti-14700	237	22	table	table	NOUN
aiti-14700	237	23	5	5	NUM
aiti-14700	237	24	,	,	PUNCT
aiti-14700	237	25	was	be	AUX
aiti-14700	237	26	achieved	achieve	VERB
aiti-14700	237	27	for	for	ADP
aiti-14700	237	28	the	the	DET
aiti-14700	237	29	parenting	parenting	NOUN
aiti-14700	237	30	q&a	q&a	PROPN
aiti-14700	237	31	site	site	NOUN
aiti-14700	237	32	data	datum	NOUN
aiti-14700	237	33	.	.	PUNCT
aiti-14700	238	1	from	from	ADP
aiti-14700	238	2	the	the	DET
aiti-14700	238	3	representative	representative	ADJ
aiti-14700	238	4	words	word	NOUN
aiti-14700	238	5	in	in	ADP
aiti-14700	238	6	each	each	DET
aiti-14700	238	7	class	class	NOUN
aiti-14700	238	8	,	,	PUNCT
aiti-14700	238	9	the	the	DET
aiti-14700	238	10	following	follow	VERB
aiti-14700	238	11	characteristics	characteristic	NOUN
aiti-14700	238	12	and	and	CCONJ
aiti-14700	238	13	themes	theme	NOUN
aiti-14700	238	14	can	can	AUX
aiti-14700	238	15	be	be	AUX
aiti-14700	238	16	inferred	infer	VERB
aiti-14700	238	17	:	:	PUNCT
aiti-14700	238	18	class	class	NOUN
aiti-14700	238	19	1	1	NUM
aiti-14700	238	20	complaints	complaint	NOUN
aiti-14700	238	21	in	in	ADP
aiti-14700	238	22	class	class	NOUN
aiti-14700	238	23	1	1	NUM
aiti-14700	238	24	focus	focus	NOUN
aiti-14700	238	25	on	on	ADP
aiti-14700	238	26	the	the	DET
aiti-14700	238	27	daily	daily	ADJ
aiti-14700	238	28	stress	stress	NOUN
aiti-14700	238	29	and	and	CCONJ
aiti-14700	238	30	struggles	struggle	NOUN
aiti-14700	238	31	of	of	ADP
aiti-14700	238	32	parents	parent	NOUN
aiti-14700	238	33	with	with	ADP
aiti-14700	238	34	small	small	ADJ
aiti-14700	238	35	children	child	NOUN
aiti-14700	238	36	,	,	PUNCT
aiti-14700	238	37	managing	manage	VERB
aiti-14700	238	38	household	household	NOUN
aiti-14700	238	39	chores	chore	NOUN
aiti-14700	238	40	,	,	PUNCT
aiti-14700	238	41	and	and	CCONJ
aiti-14700	238	42	childcare	childcare	NOUN
aiti-14700	238	43	.	.	PUNCT
aiti-14700	239	1	these	these	DET
aiti-14700	239	2	posts	post	NOUN
aiti-14700	239	3	reflect	reflect	VERB
aiti-14700	239	4	the	the	DET
aiti-14700	239	5	exhaustion	exhaustion	NOUN
aiti-14700	239	6	and	and	CCONJ
aiti-14700	239	7	challenges	challenge	NOUN
aiti-14700	239	8	of	of	ADP
aiti-14700	239	9	maintaining	maintain	VERB
aiti-14700	239	10	a	a	DET
aiti-14700	239	11	work	work	NOUN
aiti-14700	239	12	-	-	PUNCT
aiti-14700	239	13	life	life	NOUN
aiti-14700	239	14	balance	balance	NOUN
aiti-14700	239	15	while	while	SCONJ
aiti-14700	239	16	handling	handle	VERB
aiti-14700	239	17	everyday	everyday	ADJ
aiti-14700	239	18	responsibilities	responsibility	NOUN
aiti-14700	239	19	.	.	PUNCT
aiti-14700	240	1	advances	advance	NOUN
aiti-14700	240	2	in	in	ADP
aiti-14700	240	3	technology	technology	NOUN
aiti-14700	240	4	innovation	innovation	NOUN
aiti-14700	240	5	,	,	PUNCT
aiti-14700	240	6	vol	vol	NOUN
aiti-14700	240	7	.	.	PROPN
aiti-14700	241	1	10	10	NUM
aiti-14700	241	2	,	,	PUNCT
aiti-14700	241	3	no	no	INTJ
aiti-14700	241	4	.	.	NOUN
aiti-14700	241	5	4	4	NUM
aiti-14700	241	6	,	,	PUNCT
aiti-14700	241	7	2025	2025	NUM
aiti-14700	241	8	,	,	PUNCT
aiti-14700	241	9	pp	pp	ADJ
aiti-14700	241	10	.	.	PUNCT
aiti-14700	242	1	383	383	NUM
aiti-14700	242	2	-	-	SYM
aiti-14700	242	3	394	394	NUM
aiti-14700	242	4	392	392	NUM
aiti-14700	242	5	class2	class2	NOUN
aiti-14700	242	6	class	class	NOUN
aiti-14700	242	7	2	2	NUM
aiti-14700	242	8	represents	represent	VERB
aiti-14700	242	9	complaints	complaint	NOUN
aiti-14700	242	10	related	relate	VERB
aiti-14700	242	11	to	to	ADP
aiti-14700	242	12	family	family	NOUN
aiti-14700	242	13	gatherings	gathering	NOUN
aiti-14700	242	14	,	,	PUNCT
aiti-14700	242	15	particularly	particularly	ADV
aiti-14700	242	16	during	during	ADP
aiti-14700	242	17	the	the	DET
aiti-14700	242	18	new	new	ADJ
aiti-14700	242	19	year	year	NOUN
aiti-14700	242	20	holidays	holiday	NOUN
aiti-14700	242	21	when	when	SCONJ
aiti-14700	242	22	people	people	NOUN
aiti-14700	242	23	visit	visit	VERB
aiti-14700	242	24	their	their	PRON
aiti-14700	242	25	parents	parent	NOUN
aiti-14700	242	26	'	'	PART
aiti-14700	242	27	homes	home	NOUN
aiti-14700	242	28	.	.	PUNCT
aiti-14700	243	1	the	the	DET
aiti-14700	243	2	word	word	NOUN
aiti-14700	243	3	“	"	PUNCT
aiti-14700	243	4	aunt	aunt	PROPN
aiti-14700	243	5	”	"	PUNCT
aiti-14700	243	6	highlights	highlight	NOUN
aiti-14700	243	7	a	a	DET
aiti-14700	243	8	common	common	ADJ
aiti-14700	243	9	stress	stress	NOUN
aiti-14700	243	10	point	point	NOUN
aiti-14700	243	11	in	in	ADP
aiti-14700	243	12	japanese	japanese	ADJ
aiti-14700	243	13	culture	culture	NOUN
aiti-14700	243	14	,	,	PUNCT
aiti-14700	243	15	where	where	SCONJ
aiti-14700	243	16	tension	tension	NOUN
aiti-14700	243	17	between	between	ADP
aiti-14700	243	18	mothers	mother	NOUN
aiti-14700	243	19	and	and	CCONJ
aiti-14700	243	20	their	their	PRON
aiti-14700	243	21	mothers	mother	NOUN
aiti-14700	243	22	-	-	PUNCT
aiti-14700	243	23	in	in	ADP
aiti-14700	243	24	-	-	PUNCT
aiti-14700	243	25	law	law	NOUN
aiti-14700	243	26	often	often	ADV
aiti-14700	243	27	arises	arise	VERB
aiti-14700	243	28	.	.	PUNCT
aiti-14700	244	1	this	this	PRON
aiti-14700	244	2	suggests	suggest	VERB
aiti-14700	244	3	that	that	SCONJ
aiti-14700	244	4	meeting	meet	VERB
aiti-14700	244	5	extended	extend	VERB
aiti-14700	244	6	family	family	NOUN
aiti-14700	244	7	members	member	NOUN
aiti-14700	244	8	during	during	ADP
aiti-14700	244	9	such	such	ADJ
aiti-14700	244	10	events	event	NOUN
aiti-14700	244	11	causes	cause	VERB
aiti-14700	244	12	emotional	emotional	ADJ
aiti-14700	244	13	strain	strain	NOUN
aiti-14700	244	14	.	.	PUNCT
aiti-14700	245	1	class3	class3	PROPN
aiti-14700	245	2	class	class	PROPN
aiti-14700	245	3	3	3	NUM
aiti-14700	245	4	pertains	pertain	NOUN
aiti-14700	245	5	to	to	ADP
aiti-14700	245	6	family	family	NOUN
aiti-14700	245	7	and	and	CCONJ
aiti-14700	245	8	marital	marital	ADJ
aiti-14700	245	9	issues	issue	NOUN
aiti-14700	245	10	.	.	PUNCT
aiti-14700	246	1	the	the	DET
aiti-14700	246	2	inclusion	inclusion	NOUN
aiti-14700	246	3	of	of	ADP
aiti-14700	246	4	words	word	NOUN
aiti-14700	246	5	like	like	ADP
aiti-14700	246	6	“	"	PUNCT
aiti-14700	246	7	husband	husband	NOUN
aiti-14700	246	8	”	"	PUNCT
aiti-14700	246	9	and	and	CCONJ
aiti-14700	246	10	“	"	PUNCT
aiti-14700	246	11	divorce	divorce	NOUN
aiti-14700	246	12	”	"	PUNCT
aiti-14700	246	13	indicates	indicate	VERB
aiti-14700	246	14	that	that	SCONJ
aiti-14700	246	15	the	the	DET
aiti-14700	246	16	complaints	complaint	NOUN
aiti-14700	246	17	revolve	revolve	VERB
aiti-14700	246	18	around	around	ADP
aiti-14700	246	19	conflicts	conflict	NOUN
aiti-14700	246	20	within	within	ADP
aiti-14700	246	21	the	the	DET
aiti-14700	246	22	household	household	NOUN
aiti-14700	246	23	,	,	PUNCT
aiti-14700	246	24	some	some	PRON
aiti-14700	246	25	of	of	ADP
aiti-14700	246	26	which	which	PRON
aiti-14700	246	27	escalate	escalate	VERB
aiti-14700	246	28	to	to	ADP
aiti-14700	246	29	discussions	discussion	NOUN
aiti-14700	246	30	about	about	ADP
aiti-14700	246	31	separation	separation	NOUN
aiti-14700	246	32	or	or	CCONJ
aiti-14700	246	33	divorce	divorce	NOUN
aiti-14700	246	34	.	.	PUNCT
aiti-14700	247	1	posts	post	NOUN
aiti-14700	247	2	in	in	ADP
aiti-14700	247	3	this	this	DET
aiti-14700	247	4	class	class	NOUN
aiti-14700	247	5	likely	likely	ADV
aiti-14700	247	6	detail	detail	NOUN
aiti-14700	247	7	arguments	argument	NOUN
aiti-14700	247	8	and	and	CCONJ
aiti-14700	247	9	the	the	DET
aiti-14700	247	10	emotional	emotional	ADJ
aiti-14700	247	11	toll	toll	NOUN
aiti-14700	247	12	of	of	ADP
aiti-14700	247	13	strained	strained	ADJ
aiti-14700	247	14	family	family	NOUN
aiti-14700	247	15	relationships	relationship	NOUN
aiti-14700	247	16	,	,	PUNCT
aiti-14700	247	17	including	include	VERB
aiti-14700	247	18	the	the	DET
aiti-14700	247	19	impact	impact	NOUN
aiti-14700	247	20	on	on	ADP
aiti-14700	247	21	children	child	NOUN
aiti-14700	247	22	.	.	PUNCT
aiti-14700	248	1	class4	class4	PROPN
aiti-14700	248	2	class	class	NOUN
aiti-14700	248	3	4	4	NUM
aiti-14700	248	4	captures	capture	NOUN
aiti-14700	248	5	anxieties	anxiety	NOUN
aiti-14700	248	6	related	relate	VERB
aiti-14700	248	7	to	to	ADP
aiti-14700	248	8	the	the	DET
aiti-14700	248	9	arrival	arrival	NOUN
aiti-14700	248	10	of	of	ADP
aiti-14700	248	11	a	a	DET
aiti-14700	248	12	new	new	ADJ
aiti-14700	248	13	child	child	NOUN
aiti-14700	248	14	.	.	PUNCT
aiti-14700	249	1	the	the	DET
aiti-14700	249	2	presence	presence	NOUN
aiti-14700	249	3	of	of	ADP
aiti-14700	249	4	terms	term	NOUN
aiti-14700	249	5	like	like	ADP
aiti-14700	249	6	“	"	PUNCT
aiti-14700	249	7	schedule	schedule	NOUN
aiti-14700	249	8	”	"	PUNCT
aiti-14700	249	9	and	and	CCONJ
aiti-14700	249	10	“	"	PUNCT
aiti-14700	249	11	birth	birth	NOUN
aiti-14700	249	12	”	"	PUNCT
aiti-14700	249	13	suggests	suggest	VERB
aiti-14700	249	14	concerns	concern	NOUN
aiti-14700	249	15	about	about	ADP
aiti-14700	249	16	planning	planning	NOUN
aiti-14700	249	17	and	and	CCONJ
aiti-14700	249	18	preparation	preparation	NOUN
aiti-14700	249	19	for	for	ADP
aiti-14700	249	20	childbirth	childbirth	NOUN
aiti-14700	249	21	.	.	PUNCT
aiti-14700	250	1	as	as	SCONJ
aiti-14700	250	2	the	the	DET
aiti-14700	250	3	term	term	NOUN
aiti-14700	250	4	“	"	PUNCT
aiti-14700	250	5	maternity	maternity	NOUN
aiti-14700	250	6	blues	blue	NOUN
aiti-14700	250	7	”	"	PUNCT
aiti-14700	250	8	implies	imply	VERB
aiti-14700	250	9	,	,	PUNCT
aiti-14700	250	10	childbirth	childbirth	NOUN
aiti-14700	250	11	is	be	AUX
aiti-14700	250	12	a	a	DET
aiti-14700	250	13	significant	significant	ADJ
aiti-14700	250	14	life	life	NOUN
aiti-14700	250	15	event	event	NOUN
aiti-14700	250	16	that	that	PRON
aiti-14700	250	17	often	often	ADV
aiti-14700	250	18	brings	bring	VERB
aiti-14700	250	19	emotional	emotional	ADJ
aiti-14700	250	20	challenges	challenge	NOUN
aiti-14700	250	21	for	for	ADP
aiti-14700	250	22	mothers	mother	NOUN
aiti-14700	250	23	,	,	PUNCT
aiti-14700	250	24	highlighting	highlight	VERB
aiti-14700	250	25	their	their	PRON
aiti-14700	250	26	vulnerability	vulnerability	NOUN
aiti-14700	250	27	during	during	ADP
aiti-14700	250	28	this	this	DET
aiti-14700	250	29	period	period	NOUN
aiti-14700	250	30	.	.	PUNCT
aiti-14700	251	1	class5	class5	NOUN
aiti-14700	251	2	complaints	complaint	NOUN
aiti-14700	251	3	in	in	ADP
aiti-14700	251	4	class	class	NOUN
aiti-14700	251	5	5	5	NUM
aiti-14700	251	6	focus	focus	NOUN
aiti-14700	251	7	on	on	ADP
aiti-14700	251	8	health	health	NOUN
aiti-14700	251	9	-	-	PUNCT
aiti-14700	251	10	related	relate	VERB
aiti-14700	251	11	anxieties	anxiety	NOUN
aiti-14700	251	12	.	.	PUNCT
aiti-14700	252	1	words	word	NOUN
aiti-14700	252	2	referencing	reference	VERB
aiti-14700	252	3	dates	date	NOUN
aiti-14700	252	4	and	and	CCONJ
aiti-14700	252	5	“	"	PUNCT
aiti-14700	252	6	hospital	hospital	NOUN
aiti-14700	252	7	”	"	PUNCT
aiti-14700	252	8	suggest	suggest	VERB
aiti-14700	252	9	frustrations	frustration	NOUN
aiti-14700	252	10	about	about	ADP
aiti-14700	252	11	the	the	DET
aiti-14700	252	12	availability	availability	NOUN
aiti-14700	252	13	of	of	ADP
aiti-14700	252	14	medical	medical	ADJ
aiti-14700	252	15	care	care	NOUN
aiti-14700	252	16	on	on	ADP
aiti-14700	252	17	desired	desire	VERB
aiti-14700	252	18	days	day	NOUN
aiti-14700	252	19	.	.	PUNCT
aiti-14700	253	1	these	these	DET
aiti-14700	253	2	posts	post	NOUN
aiti-14700	253	3	reflect	reflect	VERB
aiti-14700	253	4	concerns	concern	NOUN
aiti-14700	253	5	about	about	ADP
aiti-14700	253	6	managing	manage	VERB
aiti-14700	253	7	appointments	appointment	NOUN
aiti-14700	253	8	,	,	PUNCT
aiti-14700	253	9	dealing	deal	VERB
aiti-14700	253	10	with	with	ADP
aiti-14700	253	11	illness	illness	NOUN
aiti-14700	253	12	,	,	PUNCT
aiti-14700	253	13	and	and	CCONJ
aiti-14700	253	14	accessing	access	VERB
aiti-14700	253	15	timely	timely	ADJ
aiti-14700	253	16	healthcare	healthcare	NOUN
aiti-14700	253	17	,	,	PUNCT
aiti-14700	253	18	which	which	PRON
aiti-14700	253	19	are	be	AUX
aiti-14700	253	20	common	common	ADJ
aiti-14700	253	21	stressors	stressor	NOUN
aiti-14700	253	22	for	for	ADP
aiti-14700	253	23	parents	parent	NOUN
aiti-14700	253	24	,	,	PUNCT
aiti-14700	253	25	especially	especially	ADV
aiti-14700	253	26	when	when	SCONJ
aiti-14700	253	27	caring	care	VERB
aiti-14700	253	28	for	for	ADP
aiti-14700	253	29	children	child	NOUN
aiti-14700	253	30	.	.	PUNCT
aiti-14700	254	1	class6	class6	PROPN
aiti-14700	254	2	similar	similar	ADJ
aiti-14700	254	3	to	to	ADP
aiti-14700	254	4	class	class	NOUN
aiti-14700	254	5	3	3	NUM
aiti-14700	254	6	,	,	PUNCT
aiti-14700	254	7	class	class	NOUN
aiti-14700	254	8	6	6	NUM
aiti-14700	254	9	revolves	revolve	VERB
aiti-14700	254	10	around	around	ADP
aiti-14700	254	11	domestic	domestic	ADJ
aiti-14700	254	12	issues	issue	NOUN
aiti-14700	254	13	,	,	PUNCT
aiti-14700	254	14	specifically	specifically	ADV
aiti-14700	254	15	those	those	PRON
aiti-14700	254	16	involving	involve	VERB
aiti-14700	254	17	family	family	NOUN
aiti-14700	254	18	dynamics	dynamic	NOUN
aiti-14700	254	19	.	.	PUNCT
aiti-14700	255	1	the	the	DET
aiti-14700	255	2	mention	mention	NOUN
aiti-14700	255	3	of	of	ADP
aiti-14700	255	4	“	"	PUNCT
aiti-14700	255	5	husband	husband	NOUN
aiti-14700	255	6	”	"	PUNCT
aiti-14700	255	7	and	and	CCONJ
aiti-14700	255	8	“	"	PUNCT
aiti-14700	255	9	son	son	NOUN
aiti-14700	255	10	”	"	PUNCT
aiti-14700	255	11	indicates	indicate	VERB
aiti-14700	255	12	challenges	challenge	NOUN
aiti-14700	255	13	in	in	ADP
aiti-14700	255	14	managing	manage	VERB
aiti-14700	255	15	relationships	relationship	NOUN
aiti-14700	255	16	and	and	CCONJ
aiti-14700	255	17	roles	role	NOUN
aiti-14700	255	18	within	within	ADP
aiti-14700	255	19	the	the	DET
aiti-14700	255	20	household	household	NOUN
aiti-14700	255	21	.	.	PUNCT
aiti-14700	256	1	the	the	DET
aiti-14700	256	2	overlap	overlap	NOUN
aiti-14700	256	3	with	with	ADP
aiti-14700	256	4	class	class	NOUN
aiti-14700	256	5	3	3	NUM
aiti-14700	256	6	suggests	suggest	VERB
aiti-14700	256	7	that	that	SCONJ
aiti-14700	256	8	family	family	NOUN
aiti-14700	256	9	-	-	PUNCT
aiti-14700	256	10	related	relate	VERB
aiti-14700	256	11	complaints	complaint	NOUN
aiti-14700	256	12	are	be	AUX
aiti-14700	256	13	a	a	DET
aiti-14700	256	14	dominant	dominant	ADJ
aiti-14700	256	15	theme	theme	NOUN
aiti-14700	256	16	,	,	PUNCT
aiti-14700	256	17	possibly	possibly	ADV
aiti-14700	256	18	reflecting	reflect	VERB
aiti-14700	256	19	ongoing	ongoing	ADJ
aiti-14700	256	20	or	or	CCONJ
aiti-14700	256	21	recurring	recur	VERB
aiti-14700	256	22	issues	issue	NOUN
aiti-14700	256	23	within	within	ADP
aiti-14700	256	24	domestic	domestic	ADJ
aiti-14700	256	25	life	life	NOUN
aiti-14700	256	26	.	.	PUNCT
aiti-14700	257	1	overall	overall	ADV
aiti-14700	257	2	,	,	PUNCT
aiti-14700	257	3	the	the	DET
aiti-14700	257	4	clustering	clustering	ADJ
aiti-14700	257	5	results	result	NOUN
aiti-14700	257	6	reveal	reveal	VERB
aiti-14700	257	7	that	that	SCONJ
aiti-14700	257	8	complaints	complaint	NOUN
aiti-14700	257	9	on	on	ADP
aiti-14700	257	10	parenting	parent	VERB
aiti-14700	257	11	q&a	q&a	PROPN
aiti-14700	257	12	sites	site	NOUN
aiti-14700	257	13	are	be	AUX
aiti-14700	257	14	not	not	PART
aiti-14700	257	15	limited	limit	VERB
aiti-14700	257	16	to	to	ADP
aiti-14700	257	17	child	child	NOUN
aiti-14700	257	18	-	-	PUNCT
aiti-14700	257	19	rearing	rear	VERB
aiti-14700	257	20	itself	itself	PRON
aiti-14700	257	21	but	but	CCONJ
aiti-14700	257	22	are	be	AUX
aiti-14700	257	23	closely	closely	ADV
aiti-14700	257	24	tied	tie	VERB
aiti-14700	257	25	to	to	ADP
aiti-14700	257	26	a	a	DET
aiti-14700	257	27	wide	wide	ADJ
aiti-14700	257	28	range	range	NOUN
aiti-14700	257	29	of	of	ADP
aiti-14700	257	30	social	social	ADJ
aiti-14700	257	31	and	and	CCONJ
aiti-14700	257	32	emotional	emotional	ADJ
aiti-14700	257	33	stressors	stressor	NOUN
aiti-14700	257	34	.	.	PUNCT
aiti-14700	258	1	the	the	DET
aiti-14700	258	2	dominant	dominant	ADJ
aiti-14700	258	3	presence	presence	NOUN
aiti-14700	258	4	of	of	ADP
aiti-14700	258	5	themes	theme	NOUN
aiti-14700	258	6	related	relate	VERB
aiti-14700	258	7	to	to	ADP
aiti-14700	258	8	family	family	NOUN
aiti-14700	258	9	relationships	relationship	NOUN
aiti-14700	258	10	,	,	PUNCT
aiti-14700	258	11	such	such	ADJ
aiti-14700	258	12	as	as	ADP
aiti-14700	258	13	marital	marital	ADJ
aiti-14700	258	14	conflict	conflict	NOUN
aiti-14700	258	15	,	,	PUNCT
aiti-14700	258	16	in	in	ADP
aiti-14700	258	17	-	-	PUNCT
aiti-14700	258	18	law	law	NOUN
aiti-14700	258	19	tensions	tension	NOUN
aiti-14700	258	20	,	,	PUNCT
aiti-14700	258	21	and	and	CCONJ
aiti-14700	258	22	domestic	domestic	ADJ
aiti-14700	258	23	responsibilities	responsibility	NOUN
aiti-14700	258	24	,	,	PUNCT
aiti-14700	258	25	suggests	suggest	VERB
aiti-14700	258	26	that	that	SCONJ
aiti-14700	258	27	many	many	ADJ
aiti-14700	258	28	users	user	NOUN
aiti-14700	258	29	turn	turn	VERB
aiti-14700	258	30	to	to	ADP
aiti-14700	258	31	the	the	DET
aiti-14700	258	32	platform	platform	NOUN
aiti-14700	258	33	to	to	PART
aiti-14700	258	34	express	express	VERB
aiti-14700	258	35	frustrations	frustration	NOUN
aiti-14700	258	36	rooted	root	VERB
aiti-14700	258	37	in	in	ADP
aiti-14700	258	38	interpersonal	interpersonal	ADJ
aiti-14700	258	39	dynamics	dynamic	NOUN
aiti-14700	258	40	.	.	PUNCT
aiti-14700	259	1	furthermore	furthermore	ADV
aiti-14700	259	2	,	,	PUNCT
aiti-14700	259	3	the	the	DET
aiti-14700	259	4	appearance	appearance	NOUN
aiti-14700	259	5	of	of	ADP
aiti-14700	259	6	health	health	NOUN
aiti-14700	259	7	-	-	PUNCT
aiti-14700	259	8	related	relate	VERB
aiti-14700	259	9	and	and	CCONJ
aiti-14700	259	10	seasonal	seasonal	ADJ
aiti-14700	259	11	concerns	concern	NOUN
aiti-14700	259	12	,	,	PUNCT
aiti-14700	259	13	such	such	ADJ
aiti-14700	259	14	as	as	ADP
aiti-14700	259	15	hospital	hospital	NOUN
aiti-14700	259	16	access	access	NOUN
aiti-14700	259	17	and	and	CCONJ
aiti-14700	259	18	holiday	holiday	NOUN
aiti-14700	259	19	stress	stress	NOUN
aiti-14700	259	20	,	,	PUNCT
aiti-14700	259	21	underscores	underscore	VERB
aiti-14700	259	22	the	the	DET
aiti-14700	259	23	influence	influence	NOUN
aiti-14700	259	24	of	of	ADP
aiti-14700	259	25	temporal	temporal	ADJ
aiti-14700	259	26	and	and	CCONJ
aiti-14700	259	27	situational	situational	ADJ
aiti-14700	259	28	factors	factor	NOUN
aiti-14700	259	29	on	on	ADP
aiti-14700	259	30	parental	parental	ADJ
aiti-14700	259	31	stress	stress	NOUN
aiti-14700	259	32	.	.	PUNCT
aiti-14700	260	1	these	these	DET
aiti-14700	260	2	findings	finding	NOUN
aiti-14700	260	3	highlight	highlight	VERB
aiti-14700	260	4	the	the	DET
aiti-14700	260	5	complex	complex	ADJ
aiti-14700	260	6	and	and	CCONJ
aiti-14700	260	7	multifaceted	multifaceted	ADJ
aiti-14700	260	8	nature	nature	NOUN
aiti-14700	260	9	of	of	ADP
aiti-14700	260	10	parenting	parent	VERB
aiti-14700	260	11	-	-	PUNCT
aiti-14700	260	12	related	relate	VERB
aiti-14700	260	13	complaints	complaint	NOUN
aiti-14700	260	14	and	and	CCONJ
aiti-14700	260	15	demonstrate	demonstrate	VERB
aiti-14700	260	16	the	the	DET
aiti-14700	260	17	effectiveness	effectiveness	NOUN
aiti-14700	260	18	of	of	ADP
aiti-14700	260	19	topic	topic	NOUN
aiti-14700	260	20	-	-	PUNCT
aiti-14700	260	21	based	base	VERB
aiti-14700	260	22	clustering	clustering	NOUN
aiti-14700	260	23	in	in	ADP
aiti-14700	260	24	uncovering	uncover	VERB
aiti-14700	260	25	latent	latent	ADJ
aiti-14700	260	26	patterns	pattern	NOUN
aiti-14700	260	27	in	in	ADP
aiti-14700	260	28	user	user	NOUN
aiti-14700	260	29	-	-	PUNCT
aiti-14700	260	30	generated	generate	VERB
aiti-14700	260	31	content	content	NOUN
aiti-14700	260	32	.	.	PUNCT
aiti-14700	261	1	6	6	X
aiti-14700	261	2	.	.	X
aiti-14700	261	3	conclusion	conclusion	NOUN
aiti-14700	261	4	this	this	DET
aiti-14700	261	5	study	study	NOUN
aiti-14700	261	6	addressed	address	VERB
aiti-14700	261	7	the	the	DET
aiti-14700	261	8	classification	classification	NOUN
aiti-14700	261	9	problem	problem	NOUN
aiti-14700	261	10	of	of	ADP
aiti-14700	261	11	determining	determine	VERB
aiti-14700	261	12	whether	whether	SCONJ
aiti-14700	261	13	a	a	DET
aiti-14700	261	14	post	post	NOUN
aiti-14700	261	15	is	be	AUX
aiti-14700	261	16	a	a	DET
aiti-14700	261	17	complaint	complaint	NOUN
aiti-14700	261	18	,	,	PUNCT
aiti-14700	261	19	using	use	VERB
aiti-14700	261	20	data	datum	NOUN
aiti-14700	261	21	from	from	ADP
aiti-14700	261	22	a	a	DET
aiti-14700	261	23	parenting	parent	VERB
aiti-14700	261	24	q&a	q&a	PROPN
aiti-14700	261	25	site	site	NOUN
aiti-14700	261	26	.	.	PUNCT
aiti-14700	262	1	due	due	ADP
aiti-14700	262	2	to	to	ADP
aiti-14700	262	3	the	the	DET
aiti-14700	262	4	insufficiency	insufficiency	NOUN
aiti-14700	262	5	of	of	ADP
aiti-14700	262	6	complaint	complaint	NOUN
aiti-14700	262	7	data	datum	NOUN
aiti-14700	262	8	,	,	PUNCT
aiti-14700	262	9	data	datum	NOUN
aiti-14700	262	10	augmentation	augmentation	NOUN
aiti-14700	262	11	was	be	AUX
aiti-14700	262	12	performed	perform	VERB
aiti-14700	262	13	using	use	VERB
aiti-14700	262	14	chatgpt	chatgpt	NOUN
aiti-14700	262	15	.	.	PUNCT
aiti-14700	263	1	additionally	additionally	ADV
aiti-14700	263	2	,	,	PUNCT
aiti-14700	263	3	feature	feature	VERB
aiti-14700	263	4	analysis	analysis	NOUN
aiti-14700	263	5	was	be	AUX
aiti-14700	263	6	conducted	conduct	VERB
aiti-14700	263	7	by	by	ADP
aiti-14700	263	8	applying	apply	VERB
aiti-14700	263	9	plsa	plsa	ADJ
aiti-14700	263	10	to	to	ADP
aiti-14700	263	11	the	the	DET
aiti-14700	263	12	complaints	complaint	NOUN
aiti-14700	263	13	identified	identify	VERB
aiti-14700	263	14	by	by	ADP
aiti-14700	263	15	the	the	DET
aiti-14700	263	16	classification	classification	NOUN
aiti-14700	263	17	model	model	NOUN
aiti-14700	263	18	.	.	PUNCT
aiti-14700	264	1	advances	advance	NOUN
aiti-14700	264	2	in	in	ADP
aiti-14700	264	3	technology	technology	NOUN
aiti-14700	264	4	innovation	innovation	NOUN
aiti-14700	264	5	,	,	PUNCT
aiti-14700	264	6	vol	vol	NOUN
aiti-14700	264	7	.	.	PROPN
aiti-14700	265	1	10	10	NUM
aiti-14700	265	2	,	,	PUNCT
aiti-14700	265	3	no	no	INTJ
aiti-14700	265	4	.	.	NOUN
aiti-14700	265	5	4	4	NUM
aiti-14700	265	6	,	,	PUNCT
aiti-14700	265	7	2025	2025	NUM
aiti-14700	265	8	,	,	PUNCT
aiti-14700	265	9	pp	pp	ADJ
aiti-14700	265	10	.	.	PUNCT
aiti-14700	266	1	383	383	NUM
aiti-14700	266	2	-	-	SYM
aiti-14700	266	3	394	394	NUM
aiti-14700	266	4	393	393	NUM
aiti-14700	266	5	(	(	PUNCT
aiti-14700	266	6	1	1	NUM
aiti-14700	266	7	)	)	PUNCT
aiti-14700	266	8	using	use	VERB
aiti-14700	266	9	generative	generative	NOUN
aiti-14700	266	10	ai	ai	VERB
aiti-14700	266	11	to	to	PART
aiti-14700	266	12	augment	augment	VERB
aiti-14700	266	13	data	datum	NOUN
aiti-14700	266	14	improved	improve	VERB
aiti-14700	266	15	classification	classification	NOUN
aiti-14700	266	16	performance	performance	NOUN
aiti-14700	266	17	up	up	ADP
aiti-14700	266	18	to	to	ADP
aiti-14700	266	19	a	a	DET
aiti-14700	266	20	certain	certain	ADJ
aiti-14700	266	21	point	point	NOUN
aiti-14700	266	22	,	,	PUNCT
aiti-14700	266	23	with	with	ADP
aiti-14700	266	24	the	the	DET
aiti-14700	266	25	optimal	optimal	ADJ
aiti-14700	266	26	results	result	NOUN
aiti-14700	266	27	achieved	achieve	VERB
aiti-14700	266	28	when	when	SCONJ
aiti-14700	266	29	20	20	NUM
aiti-14700	266	30	%	%	NOUN
aiti-14700	266	31	of	of	ADP
aiti-14700	266	32	the	the	DET
aiti-14700	266	33	dataset	dataset	NOUN
aiti-14700	266	34	consisted	consist	VERB
aiti-14700	266	35	of	of	ADP
aiti-14700	266	36	generated	generate	VERB
aiti-14700	266	37	complaints	complaint	NOUN
aiti-14700	266	38	.	.	PUNCT
aiti-14700	267	1	this	this	PRON
aiti-14700	267	2	highlights	highlight	VERB
aiti-14700	267	3	the	the	DET
aiti-14700	267	4	potential	potential	NOUN
aiti-14700	267	5	of	of	ADP
aiti-14700	267	6	generative	generative	NOUN
aiti-14700	267	7	ai	ai	VERB
aiti-14700	267	8	in	in	ADP
aiti-14700	267	9	addressing	address	VERB
aiti-14700	267	10	data	datum	NOUN
aiti-14700	267	11	scarcity	scarcity	NOUN
aiti-14700	267	12	,	,	PUNCT
aiti-14700	267	13	though	though	SCONJ
aiti-14700	267	14	care	care	NOUN
aiti-14700	267	15	must	must	AUX
aiti-14700	267	16	be	be	AUX
aiti-14700	267	17	taken	take	VERB
aiti-14700	267	18	to	to	PART
aiti-14700	267	19	ensure	ensure	VERB
aiti-14700	267	20	the	the	DET
aiti-14700	267	21	generated	generate	VERB
aiti-14700	267	22	data	datum	NOUN
aiti-14700	267	23	closely	closely	ADV
aiti-14700	267	24	aligns	align	VERB
aiti-14700	267	25	with	with	ADP
aiti-14700	267	26	the	the	DET
aiti-14700	267	27	original	original	ADJ
aiti-14700	267	28	dataset	dataset	NOUN
aiti-14700	267	29	to	to	PART
aiti-14700	267	30	avoid	avoid	VERB
aiti-14700	267	31	performance	performance	NOUN
aiti-14700	267	32	degradation	degradation	NOUN
aiti-14700	267	33	.	.	PUNCT
aiti-14700	268	1	(	(	PUNCT
aiti-14700	268	2	2	2	X
aiti-14700	268	3	)	)	PUNCT
aiti-14700	268	4	the	the	DET
aiti-14700	268	5	feature	feature	NOUN
aiti-14700	268	6	analysis	analysis	NOUN
aiti-14700	268	7	using	use	VERB
aiti-14700	268	8	plsa	plsa	ADJ
aiti-14700	268	9	successfully	successfully	ADV
aiti-14700	268	10	achieved	achieve	VERB
aiti-14700	268	11	distinctive	distinctive	ADJ
aiti-14700	268	12	clustering	clustering	NOUN
aiti-14700	268	13	related	relate	VERB
aiti-14700	268	14	to	to	ADP
aiti-14700	268	15	parenting	parent	VERB
aiti-14700	268	16	,	,	PUNCT
aiti-14700	268	17	shedding	shed	VERB
aiti-14700	268	18	light	light	NOUN
aiti-14700	268	19	on	on	ADP
aiti-14700	268	20	the	the	DET
aiti-14700	268	21	causes	cause	NOUN
aiti-14700	268	22	of	of	ADP
aiti-14700	268	23	dissatisfaction	dissatisfaction	NOUN
aiti-14700	268	24	among	among	ADP
aiti-14700	268	25	mothers	mother	NOUN
aiti-14700	268	26	.	.	PUNCT
aiti-14700	269	1	the	the	DET
aiti-14700	269	2	findings	finding	NOUN
aiti-14700	269	3	revealed	reveal	VERB
aiti-14700	269	4	that	that	SCONJ
aiti-14700	269	5	the	the	DET
aiti-14700	269	6	concerns	concern	NOUN
aiti-14700	269	7	extended	extend	VERB
aiti-14700	269	8	beyond	beyond	ADP
aiti-14700	269	9	childcare	childcare	NOUN
aiti-14700	269	10	itself	itself	PRON
aiti-14700	269	11	,	,	PUNCT
aiti-14700	269	12	encompassing	encompass	VERB
aiti-14700	269	13	issues	issue	NOUN
aiti-14700	269	14	such	such	ADJ
aiti-14700	269	15	as	as	ADP
aiti-14700	269	16	difficulties	difficulty	NOUN
aiti-14700	269	17	with	with	ADP
aiti-14700	269	18	hospital	hospital	NOUN
aiti-14700	269	19	appointments	appointment	NOUN
aiti-14700	269	20	and	and	CCONJ
aiti-14700	269	21	challenges	challenge	NOUN
aiti-14700	269	22	in	in	ADP
aiti-14700	269	23	relationships	relationship	NOUN
aiti-14700	269	24	with	with	ADP
aiti-14700	269	25	extended	extended	ADJ
aiti-14700	269	26	family	family	NOUN
aiti-14700	269	27	,	,	PUNCT
aiti-14700	269	28	particularly	particularly	ADV
aiti-14700	269	29	with	with	ADP
aiti-14700	269	30	parents	parent	NOUN
aiti-14700	269	31	or	or	CCONJ
aiti-14700	269	32	in	in	ADP
aiti-14700	269	33	-	-	PUNCT
aiti-14700	269	34	laws	law	NOUN
aiti-14700	269	35	.	.	PUNCT
aiti-14700	270	1	acknowledgment	acknowledgment	NOUN
aiti-14700	270	2	this	this	DET
aiti-14700	270	3	work	work	NOUN
aiti-14700	270	4	was	be	AUX
aiti-14700	270	5	partially	partially	ADV
aiti-14700	270	6	supported	support	VERB
aiti-14700	270	7	by	by	ADP
aiti-14700	270	8	jsps	jsps	PROPN
aiti-14700	270	9	kakenhi	kakenhi	PROPN
aiti-14700	270	10	grant	grant	PROPN
aiti-14700	270	11	number	number	NOUN
aiti-14700	270	12	24h00370	24h00370	NUM
aiti-14700	270	13	.	.	PUNCT
aiti-14700	271	1	conflicts	conflict	NOUN
aiti-14700	271	2	of	of	ADP
aiti-14700	271	3	interest	interest	NOUN
aiti-14700	271	4	the	the	DET
aiti-14700	271	5	authors	author	NOUN
aiti-14700	271	6	declare	declare	VERB
aiti-14700	271	7	no	no	DET
aiti-14700	271	8	conflict	conflict	NOUN
aiti-14700	271	9	of	of	ADP
aiti-14700	271	10	interest	interest	NOUN
aiti-14700	271	11	.	.	PUNCT
aiti-14700	272	1	references	reference	NOUN
aiti-14700	272	2	[	[	X
aiti-14700	272	3	1	1	X
aiti-14700	272	4	]	]	PUNCT
aiti-14700	272	5	t.	t.	NOUN
aiti-14700	272	6	kozue	kozue	NOUN
aiti-14700	272	7	and	and	CCONJ
aiti-14700	272	8	a.	a.	NOUN
aiti-14700	272	9	munakata	munakata	PROPN
aiti-14700	272	10	,	,	PUNCT
aiti-14700	272	11	“	"	PUNCT
aiti-14700	272	12	monologues	monologue	NOUN
aiti-14700	272	13	on	on	ADP
aiti-14700	272	14	twitter	twitter	NOUN
aiti-14700	272	15	:	:	PUNCT
aiti-14700	272	16	does	do	AUX
aiti-14700	272	17	the	the	DET
aiti-14700	272	18	relieved	relieve	VERB
aiti-14700	272	19	stress	stress	NOUN
aiti-14700	272	20	exceed	exceed	VERB
aiti-14700	272	21	the	the	DET
aiti-14700	272	22	social	social	ADJ
aiti-14700	272	23	networking	network	VERB
aiti-14700	272	24	fatigue	fatigue	NOUN
aiti-14700	272	25	,	,	PUNCT
aiti-14700	272	26	”	"	PUNCT
aiti-14700	272	27	proceedings	proceeding	NOUN
aiti-14700	272	28	of	of	ADP
aiti-14700	272	29	the	the	DET
aiti-14700	272	30	annual	annual	ADJ
aiti-14700	272	31	meeting	meeting	NOUN
aiti-14700	272	32	of	of	ADP
aiti-14700	272	33	the	the	DET
aiti-14700	272	34	japanese	japanese	ADJ
aiti-14700	272	35	psychological	psychological	PROPN
aiti-14700	272	36	association	association	NOUN
aiti-14700	272	37	,	,	PUNCT
aiti-14700	272	38	no	no	INTJ
aiti-14700	272	39	.	.	NOUN
aiti-14700	272	40	83	83	NUM
aiti-14700	272	41	,	,	PUNCT
aiti-14700	272	42	article	article	NOUN
aiti-14700	272	43	no	no	NOUN
aiti-14700	272	44	.	.	PROPN
aiti-14700	272	45	71	71	NUM
aiti-14700	272	46	,	,	PUNCT
aiti-14700	272	47	2019	2019	NUM
aiti-14700	272	48	.	.	PUNCT
aiti-14700	273	1	[	[	X
aiti-14700	273	2	2	2	X
aiti-14700	273	3	]	]	PUNCT
aiti-14700	273	4	t.	t.	PROPN
aiti-14700	273	5	shimada	shimada	PROPN
aiti-14700	273	6	and	and	CCONJ
aiti-14700	273	7	a.	a.	NOUN
aiti-14700	273	8	sakurai	sakurai	PROPN
aiti-14700	273	9	,	,	PUNCT
aiti-14700	273	10	“	"	PUNCT
aiti-14700	273	11	recognition	recognition	NOUN
aiti-14700	273	12	of	of	ADP
aiti-14700	273	13	questions	question	NOUN
aiti-14700	273	14	seeking	seek	VERB
aiti-14700	273	15	sympathy	sympathy	NOUN
aiti-14700	273	16	in	in	ADP
aiti-14700	273	17	community	community	NOUN
aiti-14700	273	18	qa	qa	PROPN
aiti-14700	273	19	sites	site	NOUN
aiti-14700	273	20	,	,	PUNCT
aiti-14700	273	21	”	"	PUNCT
aiti-14700	273	22	journal	journal	NOUN
aiti-14700	273	23	of	of	ADP
aiti-14700	273	24	japanese	japanese	ADJ
aiti-14700	273	25	society	society	NOUN
aiti-14700	273	26	for	for	ADP
aiti-14700	273	27	fuzzy	fuzzy	ADJ
aiti-14700	273	28	theory	theory	NOUN
aiti-14700	273	29	and	and	CCONJ
aiti-14700	273	30	intelligent	intelligent	ADJ
aiti-14700	273	31	informatics	informatic	NOUN
aiti-14700	273	32	,	,	PUNCT
aiti-14700	273	33	vol	vol	NOUN
aiti-14700	273	34	.	.	PROPN
aiti-14700	273	35	29	29	NUM
aiti-14700	273	36	,	,	PUNCT
aiti-14700	273	37	no	no	INTJ
aiti-14700	273	38	.	.	NOUN
aiti-14700	273	39	4	4	NUM
aiti-14700	273	40	,	,	PUNCT
aiti-14700	273	41	pp	pp	ADJ
aiti-14700	273	42	.	.	PUNCT
aiti-14700	274	1	611	611	NUM
aiti-14700	274	2	-	-	SYM
aiti-14700	274	3	618	618	NUM
aiti-14700	274	4	,	,	PUNCT
aiti-14700	274	5	2017	2017	NUM
aiti-14700	274	6	.	.	PUNCT
aiti-14700	275	1	[	[	X
aiti-14700	275	2	3	3	NUM
aiti-14700	275	3	]	]	X
aiti-14700	275	4	i.	i.	PROPN
aiti-14700	275	5	ito	ito	PROPN
aiti-14700	275	6	,	,	PUNCT
aiti-14700	275	7	h.	h.	PROPN
aiti-14700	275	8	muranoi	muranoi	PROPN
aiti-14700	275	9	,	,	PUNCT
aiti-14700	275	10	and	and	CCONJ
aiti-14700	275	11	n.	n.	PROPN
aiti-14700	275	12	shibata	shibata	PROPN
aiti-14700	275	13	,	,	PUNCT
aiti-14700	275	14	“	"	PUNCT
aiti-14700	275	15	mega	mega	ADJ
aiti-14700	275	16	data	datum	NOUN
aiti-14700	275	17	analysis	analysis	NOUN
aiti-14700	275	18	of	of	ADP
aiti-14700	275	19	grumbles	grumble	NOUN
aiti-14700	275	20	on	on	ADP
aiti-14700	275	21	social	social	ADJ
aiti-14700	275	22	networking	networking	NOUN
aiti-14700	275	23	service	service	NOUN
aiti-14700	275	24	,	,	PUNCT
aiti-14700	275	25	”	"	PUNCT
aiti-14700	275	26	bulletin	bulletin	NOUN
aiti-14700	275	27	of	of	ADP
aiti-14700	275	28	the	the	DET
aiti-14700	275	29	faculty	faculty	NOUN
aiti-14700	275	30	of	of	ADP
aiti-14700	275	31	education	education	NOUN
aiti-14700	275	32	,	,	PUNCT
aiti-14700	275	33	ibaraki	ibaraki	PROPN
aiti-14700	275	34	university	university	PROPN
aiti-14700	275	35	(	(	PUNCT
aiti-14700	275	36	educational	educational	ADJ
aiti-14700	275	37	science	science	NOUN
aiti-14700	275	38	)	)	PUNCT
aiti-14700	275	39	,	,	PUNCT
aiti-14700	275	40	special	special	ADJ
aiti-14700	275	41	issue	issue	NOUN
aiti-14700	275	42	,	,	PUNCT
aiti-14700	275	43	pp	pp	ADJ
aiti-14700	275	44	.	.	PUNCT
aiti-14700	276	1	389	389	NUM
aiti-14700	276	2	-	-	SYM
aiti-14700	276	3	406	406	NUM
aiti-14700	276	4	,	,	PUNCT
aiti-14700	276	5	2014	2014	NUM
aiti-14700	276	6	.	.	PUNCT
aiti-14700	277	1	[	[	X
aiti-14700	277	2	4	4	X
aiti-14700	277	3	]	]	PUNCT
aiti-14700	277	4	k.	k.	PROPN
aiti-14700	277	5	ito	ito	PROPN
aiti-14700	277	6	,	,	PUNCT
aiti-14700	277	7	t.	t.	PROPN
aiti-14700	277	8	murayama	murayama	PROPN
aiti-14700	277	9	,	,	PUNCT
aiti-14700	277	10	s.	s.	PROPN
aiti-14700	277	11	yada	yada	PROPN
aiti-14700	277	12	,	,	PUNCT
aiti-14700	277	13	s.	s.	PROPN
aiti-14700	277	14	wakamiya	wakamiya	PROPN
aiti-14700	277	15	,	,	PUNCT
aiti-14700	277	16	and	and	CCONJ
aiti-14700	277	17	e.	e.	PROPN
aiti-14700	277	18	aramaki	aramaki	PROPN
aiti-14700	277	19	,	,	PUNCT
aiti-14700	277	20	“	"	PUNCT
aiti-14700	277	21	construction	construction	NOUN
aiti-14700	277	22	of	of	ADP
aiti-14700	277	23	a	a	DET
aiti-14700	277	24	japanese	japanese	ADJ
aiti-14700	277	25	'	'	PUNCT
aiti-14700	277	26	guchi	guchi	NOUN
aiti-14700	277	27	'	'	PUNCT
aiti-14700	277	28	dataset	dataset	NOUN
aiti-14700	277	29	considering	consider	VERB
aiti-14700	277	30	targets	target	NOUN
aiti-14700	277	31	,	,	PUNCT
aiti-14700	277	32	”	"	PUNCT
aiti-14700	277	33	proceedings	proceeding	NOUN
aiti-14700	277	34	of	of	ADP
aiti-14700	277	35	the	the	DET
aiti-14700	277	36	28th	28th	ADJ
aiti-14700	277	37	annual	annual	ADJ
aiti-14700	277	38	meeting	meeting	NOUN
aiti-14700	277	39	of	of	ADP
aiti-14700	277	40	the	the	DET
aiti-14700	277	41	association	association	NOUN
aiti-14700	277	42	for	for	ADP
aiti-14700	277	43	natural	natural	ADJ
aiti-14700	277	44	language	language	NOUN
aiti-14700	277	45	processing	processing	NOUN
aiti-14700	277	46	,	,	PUNCT
aiti-14700	277	47	paper	paper	NOUN
aiti-14700	277	48	no	no	NOUN
aiti-14700	277	49	.	.	PUNCT
aiti-14700	278	1	f8	f8	PROPN
aiti-14700	278	2	-	-	PUNCT
aiti-14700	278	3	4	4	NUM
aiti-14700	278	4	,	,	PUNCT
aiti-14700	278	5	2022	2022	NUM
aiti-14700	278	6	.	.	PUNCT
aiti-14700	279	1	[	[	X
aiti-14700	279	2	5	5	X
aiti-14700	279	3	]	]	X
aiti-14700	279	4	d.	d.	PROPN
aiti-14700	279	5	preoţiuc	preoţiuc	PROPN
aiti-14700	279	6	-	-	PUNCT
aiti-14700	279	7	pietro	pietro	NOUN
aiti-14700	279	8	,	,	PUNCT
aiti-14700	279	9	m.	m.	NOUN
aiti-14700	279	10	gaman	gaman	NOUN
aiti-14700	279	11	,	,	PUNCT
aiti-14700	279	12	and	and	CCONJ
aiti-14700	279	13	n.	n.	PROPN
aiti-14700	279	14	aletras	aletras	PROPN
aiti-14700	279	15	,	,	PUNCT
aiti-14700	279	16	“	"	PUNCT
aiti-14700	279	17	automatically	automatically	ADV
aiti-14700	279	18	identifying	identify	VERB
aiti-14700	279	19	complaints	complaint	NOUN
aiti-14700	279	20	in	in	ADP
aiti-14700	279	21	social	social	ADJ
aiti-14700	279	22	media	medium	NOUN
aiti-14700	279	23	,	,	PUNCT
aiti-14700	279	24	”	"	PUNCT
aiti-14700	279	25	proceedings	proceeding	NOUN
aiti-14700	279	26	of	of	ADP
aiti-14700	279	27	the	the	DET
aiti-14700	279	28	57th	57th	ADJ
aiti-14700	279	29	annual	annual	ADJ
aiti-14700	279	30	meeting	meeting	NOUN
aiti-14700	279	31	of	of	ADP
aiti-14700	279	32	the	the	DET
aiti-14700	279	33	association	association	NOUN
aiti-14700	279	34	for	for	ADP
aiti-14700	279	35	computational	computational	ADJ
aiti-14700	279	36	linguistics	linguistic	NOUN
aiti-14700	279	37	,	,	PUNCT
aiti-14700	279	38	pp	pp	ADJ
aiti-14700	279	39	.	.	PUNCT
aiti-14700	280	1	5008	5008	NUM
aiti-14700	280	2	-	-	SYM
aiti-14700	280	3	5019	5019	NUM
aiti-14700	280	4	,	,	PUNCT
aiti-14700	280	5	2019	2019	NUM
aiti-14700	280	6	.	.	PUNCT
aiti-14700	281	1	[	[	X
aiti-14700	281	2	6	6	NUM
aiti-14700	281	3	]	]	PUNCT
aiti-14700	281	4	m.	m.	NOUN
aiti-14700	281	5	jin	jin	NOUN
aiti-14700	281	6	and	and	CCONJ
aiti-14700	281	7	n.	n.	PROPN
aiti-14700	281	8	aletras	aletras	PROPN
aiti-14700	281	9	,	,	PUNCT
aiti-14700	281	10	“	"	PUNCT
aiti-14700	281	11	modeling	model	VERB
aiti-14700	281	12	the	the	DET
aiti-14700	281	13	severity	severity	NOUN
aiti-14700	281	14	of	of	ADP
aiti-14700	281	15	complaints	complaint	NOUN
aiti-14700	281	16	in	in	ADP
aiti-14700	281	17	social	social	ADJ
aiti-14700	281	18	media	medium	NOUN
aiti-14700	281	19	,	,	PUNCT
aiti-14700	281	20	”	"	PUNCT
aiti-14700	281	21	proceedings	proceeding	NOUN
aiti-14700	281	22	of	of	ADP
aiti-14700	281	23	the	the	DET
aiti-14700	281	24	2021	2021	NUM
aiti-14700	281	25	conference	conference	NOUN
aiti-14700	281	26	of	of	ADP
aiti-14700	281	27	the	the	DET
aiti-14700	281	28	north	north	ADJ
aiti-14700	281	29	american	american	ADJ
aiti-14700	281	30	chapter	chapter	NOUN
aiti-14700	281	31	of	of	ADP
aiti-14700	281	32	the	the	DET
aiti-14700	281	33	association	association	NOUN
aiti-14700	281	34	for	for	ADP
aiti-14700	281	35	computational	computational	ADJ
aiti-14700	281	36	linguistics	linguistic	NOUN
aiti-14700	281	37	:	:	PUNCT
aiti-14700	281	38	human	human	ADJ
aiti-14700	281	39	language	language	NOUN
aiti-14700	281	40	technologies	technology	NOUN
aiti-14700	281	41	,	,	PUNCT
aiti-14700	281	42	pp	pp	ADV
aiti-14700	281	43	.	.	PUNCT
aiti-14700	281	44	22642274	22642274	NUM
aiti-14700	281	45	,	,	PUNCT
aiti-14700	281	46	2021	2021	NUM
aiti-14700	281	47	.	.	PUNCT
aiti-14700	282	1	[	[	X
aiti-14700	282	2	7	7	X
aiti-14700	282	3	]	]	X
aiti-14700	282	4	m.	m.	NOUN
aiti-14700	282	5	fang	fang	PROPN
aiti-14700	282	6	,	,	PUNCT
aiti-14700	282	7	s.	s.	PROPN
aiti-14700	282	8	zong	zong	PROPN
aiti-14700	282	9	,	,	PUNCT
aiti-14700	282	10	j.	j.	PROPN
aiti-14700	282	11	li	li	PROPN
aiti-14700	282	12	,	,	PUNCT
aiti-14700	282	13	x.	x.	PROPN
aiti-14700	282	14	dai	dai	PROPN
aiti-14700	282	15	,	,	PUNCT
aiti-14700	282	16	s.	s.	PROPN
aiti-14700	282	17	huang	huang	PROPN
aiti-14700	282	18	,	,	PUNCT
aiti-14700	282	19	and	and	CCONJ
aiti-14700	282	20	j.	j.	PROPN
aiti-14700	282	21	chen	chen	PROPN
aiti-14700	282	22	,	,	PUNCT
aiti-14700	282	23	“	"	PUNCT
aiti-14700	282	24	analyzing	analyze	VERB
aiti-14700	282	25	the	the	DET
aiti-14700	282	26	intensity	intensity	NOUN
aiti-14700	282	27	of	of	ADP
aiti-14700	282	28	complaints	complaint	NOUN
aiti-14700	282	29	on	on	ADP
aiti-14700	282	30	social	social	ADJ
aiti-14700	282	31	media	medium	NOUN
aiti-14700	282	32	,	,	PUNCT
aiti-14700	282	33	”	"	PUNCT
aiti-14700	282	34	findings	finding	NOUN
aiti-14700	282	35	of	of	ADP
aiti-14700	282	36	the	the	DET
aiti-14700	282	37	association	association	NOUN
aiti-14700	282	38	for	for	ADP
aiti-14700	282	39	computational	computational	ADJ
aiti-14700	282	40	linguistics	linguistic	NOUN
aiti-14700	282	41	:	:	PUNCT
aiti-14700	282	42	naacl	naacl	PROPN
aiti-14700	282	43	2022	2022	NUM
aiti-14700	282	44	,	,	PUNCT
aiti-14700	282	45	pp	pp	ADJ
aiti-14700	282	46	.	.	PUNCT
aiti-14700	282	47	1742	1742	NUM
aiti-14700	282	48	-	-	SYM
aiti-14700	282	49	1754	1754	NUM
aiti-14700	282	50	,	,	PUNCT
aiti-14700	282	51	2022	2022	NUM
aiti-14700	282	52	.	.	PUNCT
aiti-14700	283	1	[	[	X
aiti-14700	283	2	8	8	NUM
aiti-14700	283	3	]	]	PUNCT
aiti-14700	283	4	x.	x.	NOUN
aiti-14700	283	5	tian	tian	PROPN
aiti-14700	283	6	,	,	PUNCT
aiti-14700	283	7	i.	i.	PROPN
aiti-14700	283	8	vertommen	vertommen	PROPN
aiti-14700	283	9	,	,	PUNCT
aiti-14700	283	10	l.	l.	PROPN
aiti-14700	283	11	tsiami	tsiami	PROPN
aiti-14700	283	12	,	,	PUNCT
aiti-14700	283	13	p.	p.	PROPN
aiti-14700	283	14	van	van	PROPN
aiti-14700	283	15	thienen	thienen	NOUN
aiti-14700	283	16	,	,	PUNCT
aiti-14700	283	17	and	and	CCONJ
aiti-14700	283	18	s.	s.	PROPN
aiti-14700	283	19	paraskevopoulos	paraskevopoulos	PROPN
aiti-14700	283	20	,	,	PUNCT
aiti-14700	283	21	“	"	PUNCT
aiti-14700	283	22	automated	automate	VERB
aiti-14700	283	23	customer	customer	NOUN
aiti-14700	283	24	complaint	complaint	NOUN
aiti-14700	283	25	processing	processing	NOUN
aiti-14700	283	26	for	for	ADP
aiti-14700	283	27	water	water	NOUN
aiti-14700	283	28	utilities	utility	NOUN
aiti-14700	283	29	based	base	VERB
aiti-14700	283	30	on	on	ADP
aiti-14700	283	31	natural	natural	ADJ
aiti-14700	283	32	language	language	NOUN
aiti-14700	283	33	processing	processing	NOUN
aiti-14700	283	34	—	—	PUNCT
aiti-14700	283	35	case	case	NOUN
aiti-14700	283	36	study	study	NOUN
aiti-14700	283	37	of	of	ADP
aiti-14700	283	38	a	a	DET
aiti-14700	283	39	dutch	dutch	ADJ
aiti-14700	283	40	water	water	NOUN
aiti-14700	283	41	utility	utility	NOUN
aiti-14700	283	42	,	,	PUNCT
aiti-14700	283	43	”	"	PUNCT
aiti-14700	283	44	water	water	NOUN
aiti-14700	283	45	,	,	PUNCT
aiti-14700	283	46	vol	vol	NOUN
aiti-14700	283	47	.	.	PROPN
aiti-14700	283	48	14	14	NUM
aiti-14700	283	49	,	,	PUNCT
aiti-14700	283	50	no	no	INTJ
aiti-14700	283	51	.	.	NOUN
aiti-14700	283	52	4	4	NUM
aiti-14700	283	53	,	,	PUNCT
aiti-14700	283	54	article	article	NOUN
aiti-14700	283	55	no	no	NOUN
aiti-14700	283	56	.	.	PROPN
aiti-14700	283	57	674	674	NUM
aiti-14700	283	58	,	,	PUNCT
aiti-14700	283	59	2022	2022	NUM
aiti-14700	283	60	.	.	PUNCT
aiti-14700	284	1	[	[	X
aiti-14700	284	2	9	9	NUM
aiti-14700	284	3	]	]	X
aiti-14700	284	4	g.	g.	NOUN
aiti-14700	284	5	alarifi	alarifi	PROPN
aiti-14700	284	6	,	,	PUNCT
aiti-14700	284	7	m.	m.	PROPN
aiti-14700	284	8	f.	f.	PROPN
aiti-14700	284	9	rahman	rahman	PROPN
aiti-14700	284	10	,	,	PUNCT
aiti-14700	284	11	and	and	CCONJ
aiti-14700	284	12	m.	m.	PROPN
aiti-14700	284	13	s.	s.	PROPN
aiti-14700	284	14	hossain	hossain	PROPN
aiti-14700	284	15	,	,	PUNCT
aiti-14700	284	16	“	"	PUNCT
aiti-14700	284	17	prediction	prediction	NOUN
aiti-14700	284	18	and	and	CCONJ
aiti-14700	284	19	analysis	analysis	NOUN
aiti-14700	284	20	of	of	ADP
aiti-14700	284	21	customer	customer	NOUN
aiti-14700	284	22	complaints	complaint	NOUN
aiti-14700	284	23	using	use	VERB
aiti-14700	284	24	machine	machine	NOUN
aiti-14700	284	25	learning	learning	NOUN
aiti-14700	284	26	techniques	technique	NOUN
aiti-14700	284	27	,	,	PUNCT
aiti-14700	284	28	”	"	PUNCT
aiti-14700	284	29	international	international	ADJ
aiti-14700	284	30	journal	journal	NOUN
aiti-14700	284	31	of	of	ADP
aiti-14700	284	32	e	e	PROPN
aiti-14700	284	33	-	-	NOUN
aiti-14700	284	34	business	business	ADJ
aiti-14700	284	35	research	research	NOUN
aiti-14700	284	36	,	,	PUNCT
aiti-14700	284	37	vol	vol	NOUN
aiti-14700	284	38	.	.	PROPN
aiti-14700	284	39	19	19	NUM
aiti-14700	284	40	,	,	PUNCT
aiti-14700	284	41	no	no	INTJ
aiti-14700	284	42	.	.	NOUN
aiti-14700	284	43	1	1	NUM
aiti-14700	284	44	,	,	PUNCT
aiti-14700	284	45	pp	pp	ADJ
aiti-14700	284	46	.	.	PUNCT
aiti-14700	285	1	1	1	NUM
aiti-14700	285	2	-	-	SYM
aiti-14700	285	3	25	25	NUM
aiti-14700	285	4	,	,	PUNCT
aiti-14700	285	5	2023	2023	NUM
aiti-14700	285	6	.	.	PUNCT
aiti-14700	286	1	[	[	X
aiti-14700	286	2	10	10	NUM
aiti-14700	286	3	]	]	PUNCT
aiti-14700	286	4	m.	m.	NOUN
aiti-14700	286	5	jin	jin	NOUN
aiti-14700	286	6	and	and	CCONJ
aiti-14700	286	7	n.	n.	PROPN
aiti-14700	286	8	aletras	aletras	PROPN
aiti-14700	286	9	,	,	PUNCT
aiti-14700	286	10	“	"	PUNCT
aiti-14700	286	11	complaint	complaint	NOUN
aiti-14700	286	12	identification	identification	NOUN
aiti-14700	286	13	in	in	ADP
aiti-14700	286	14	social	social	ADJ
aiti-14700	286	15	media	medium	NOUN
aiti-14700	286	16	with	with	ADP
aiti-14700	286	17	transformer	transformer	NOUN
aiti-14700	286	18	networks	network	NOUN
aiti-14700	286	19	,	,	PUNCT
aiti-14700	286	20	”	"	PUNCT
aiti-14700	286	21	proceedings	proceeding	NOUN
aiti-14700	286	22	of	of	ADP
aiti-14700	286	23	the	the	DET
aiti-14700	286	24	28th	28th	ADJ
aiti-14700	286	25	international	international	ADJ
aiti-14700	286	26	conference	conference	NOUN
aiti-14700	286	27	on	on	ADP
aiti-14700	286	28	computational	computational	ADJ
aiti-14700	286	29	linguistics	linguistic	NOUN
aiti-14700	286	30	,	,	PUNCT
aiti-14700	286	31	pp	pp	ADJ
aiti-14700	286	32	.	.	PUNCT
aiti-14700	287	1	1765	1765	NUM
aiti-14700	287	2	-	-	SYM
aiti-14700	287	3	1771	1771	NUM
aiti-14700	287	4	,	,	PUNCT
aiti-14700	287	5	2020	2020	NUM
aiti-14700	287	6	.	.	PUNCT
aiti-14700	288	1	[	[	X
aiti-14700	288	2	11	11	NUM
aiti-14700	288	3	]	]	PUNCT
aiti-14700	288	4	j.	j.	PROPN
aiti-14700	288	5	wang	wang	PROPN
aiti-14700	288	6	,	,	PUNCT
aiti-14700	288	7	j.	j.	PROPN
aiti-14700	288	8	lai	lai	PROPN
aiti-14700	288	9	,	,	PUNCT
aiti-14700	288	10	and	and	CCONJ
aiti-14700	288	11	y.	y.	PROPN
aiti-14700	288	12	lin	lin	PROPN
aiti-14700	288	13	,	,	PUNCT
aiti-14700	288	14	“	"	PUNCT
aiti-14700	288	15	social	social	ADJ
aiti-14700	288	16	media	medium	NOUN
aiti-14700	288	17	analytics	analytic	NOUN
aiti-14700	288	18	for	for	ADP
aiti-14700	288	19	mining	mining	NOUN
aiti-14700	288	20	customer	customer	NOUN
aiti-14700	288	21	complaints	complaint	NOUN
aiti-14700	288	22	to	to	PART
aiti-14700	288	23	explore	explore	VERB
aiti-14700	288	24	product	product	NOUN
aiti-14700	288	25	opportunities	opportunity	NOUN
aiti-14700	288	26	,	,	PUNCT
aiti-14700	288	27	”	"	PUNCT
aiti-14700	288	28	computers	computer	NOUN
aiti-14700	288	29	&	&	CCONJ
aiti-14700	288	30	industrial	industrial	ADJ
aiti-14700	288	31	engineering	engineering	NOUN
aiti-14700	288	32	,	,	PUNCT
aiti-14700	288	33	vol.178	vol.178	NOUN
aiti-14700	288	34	,	,	PUNCT
aiti-14700	288	35	article	article	NOUN
aiti-14700	288	36	no	no	NOUN
aiti-14700	288	37	.	.	PROPN
aiti-14700	288	38	109104	109104	NUM
aiti-14700	288	39	,	,	PUNCT
aiti-14700	288	40	2023	2023	NUM
aiti-14700	288	41	.	.	PUNCT
aiti-14700	289	1	[	[	X
aiti-14700	289	2	12	12	NUM
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aiti-14700	289	4	y.	y.	PROPN
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aiti-14700	289	6	,	,	PUNCT
aiti-14700	289	7	r.	r.	PROPN
aiti-14700	289	8	jin	jin	PROPN
aiti-14700	289	9	,	,	PUNCT
aiti-14700	289	10	and	and	CCONJ
aiti-14700	289	11	z.	z.	PROPN
aiti-14700	289	12	h.	h.	PROPN
aiti-14700	289	13	zhou	zhou	PROPN
aiti-14700	289	14	,	,	PUNCT
aiti-14700	289	15	“	"	PUNCT
aiti-14700	289	16	understanding	understand	VERB
aiti-14700	289	17	bag	bag	NOUN
aiti-14700	289	18	-	-	PUNCT
aiti-14700	289	19	of	of	ADP
aiti-14700	289	20	-	-	PUNCT
aiti-14700	289	21	words	word	NOUN
aiti-14700	289	22	model	model	NOUN
aiti-14700	289	23	:	:	PUNCT
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aiti-14700	289	25	statistical	statistical	ADJ
aiti-14700	289	26	framework	framework	NOUN
aiti-14700	289	27	,	,	PUNCT
aiti-14700	289	28	”	"	PUNCT
aiti-14700	289	29	international	international	ADJ
aiti-14700	289	30	journal	journal	NOUN
aiti-14700	289	31	of	of	ADP
aiti-14700	289	32	machine	machine	NOUN
aiti-14700	289	33	learning	learning	NOUN
aiti-14700	289	34	and	and	CCONJ
aiti-14700	289	35	cybernetics	cybernetic	NOUN
aiti-14700	289	36	,	,	PUNCT
aiti-14700	289	37	vol	vol	NOUN
aiti-14700	289	38	.	.	PROPN
aiti-14700	289	39	1	1	NUM
aiti-14700	289	40	,	,	PUNCT
aiti-14700	289	41	pp	pp	ADJ
aiti-14700	289	42	.	.	PUNCT
aiti-14700	290	1	43	43	NUM
aiti-14700	290	2	-	-	SYM
aiti-14700	290	3	52	52	NUM
aiti-14700	290	4	,	,	PUNCT
aiti-14700	290	5	2010	2010	NUM
aiti-14700	290	6	.	.	PUNCT
aiti-14700	291	1	[	[	X
aiti-14700	291	2	13	13	NUM
aiti-14700	291	3	]	]	PUNCT
aiti-14700	291	4	s.	s.	PROPN
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aiti-14700	291	6	-	-	PUNCT
aiti-14700	291	7	ipšić	ipšić	ADV
aiti-14700	291	8	,	,	PUNCT
aiti-14700	291	9	t.	t.	PROPN
aiti-14700	291	10	miličić	miličić	NOUN
aiti-14700	291	11	,	,	PUNCT
aiti-14700	291	12	and	and	CCONJ
aiti-14700	291	13	l.	l.	PROPN
aiti-14700	291	14	todorovski	todorovski	PROPN
aiti-14700	291	15	,	,	PUNCT
aiti-14700	291	16	“	"	PUNCT
aiti-14700	291	17	the	the	DET
aiti-14700	291	18	influence	influence	NOUN
aiti-14700	291	19	of	of	ADP
aiti-14700	291	20	feature	feature	NOUN
aiti-14700	291	21	representation	representation	NOUN
aiti-14700	291	22	of	of	ADP
aiti-14700	291	23	text	text	NOUN
aiti-14700	291	24	on	on	ADP
aiti-14700	291	25	the	the	DET
aiti-14700	291	26	performance	performance	NOUN
aiti-14700	291	27	of	of	ADP
aiti-14700	291	28	document	document	NOUN
aiti-14700	291	29	classification	classification	NOUN
aiti-14700	291	30	,	,	PUNCT
aiti-14700	291	31	”	"	PUNCT
aiti-14700	291	32	applied	apply	VERB
aiti-14700	291	33	sciences	science	NOUN
aiti-14700	291	34	,	,	PUNCT
aiti-14700	291	35	vol	vol	NOUN
aiti-14700	291	36	.	.	NOUN
aiti-14700	291	37	9	9	NUM
aiti-14700	291	38	,	,	PUNCT
aiti-14700	291	39	no	no	INTJ
aiti-14700	291	40	.	.	NOUN
aiti-14700	291	41	4	4	NUM
aiti-14700	291	42	,	,	PUNCT
aiti-14700	291	43	article	article	NOUN
aiti-14700	291	44	no	no	NOUN
aiti-14700	291	45	.	.	PROPN
aiti-14700	291	46	743	743	NUM
aiti-14700	291	47	,	,	PUNCT
aiti-14700	291	48	2019	2019	NUM
aiti-14700	291	49	.	.	PUNCT
aiti-14700	292	1	[	[	X
aiti-14700	292	2	14	14	NUM
aiti-14700	292	3	]	]	PUNCT
aiti-14700	292	4	q.	q.	PROPN
aiti-14700	292	5	v.	v.	ADP
aiti-14700	292	6	le	le	PROPN
aiti-14700	292	7	and	and	CCONJ
aiti-14700	292	8	t.	t.	PROPN
aiti-14700	292	9	mikolov	mikolov	PROPN
aiti-14700	292	10	,	,	PUNCT
aiti-14700	292	11	“	"	PUNCT
aiti-14700	292	12	distributed	distribute	VERB
aiti-14700	292	13	representations	representation	NOUN
aiti-14700	292	14	of	of	ADP
aiti-14700	292	15	sentences	sentence	NOUN
aiti-14700	292	16	and	and	CCONJ
aiti-14700	292	17	documents	document	NOUN
aiti-14700	292	18	,	,	PUNCT
aiti-14700	292	19	”	"	PUNCT
aiti-14700	292	20	proceedings	proceeding	NOUN
aiti-14700	292	21	of	of	ADP
aiti-14700	292	22	the	the	DET
aiti-14700	292	23	31st	31st	ADJ
aiti-14700	292	24	international	international	ADJ
aiti-14700	292	25	conference	conference	NOUN
aiti-14700	292	26	on	on	ADP
aiti-14700	292	27	machine	machine	NOUN
aiti-14700	292	28	learning	learning	NOUN
aiti-14700	292	29	(	(	PUNCT
aiti-14700	292	30	icml’24	icml’24	NOUN
aiti-14700	292	31	)	)	PUNCT
aiti-14700	292	32	,	,	PUNCT
aiti-14700	292	33	vol	vol	NOUN
aiti-14700	292	34	.	.	PROPN
aiti-14700	293	1	32	32	NUM
aiti-14700	293	2	,	,	PUNCT
aiti-14700	293	3	no	no	INTJ
aiti-14700	293	4	.	.	NOUN
aiti-14700	293	5	2	2	NUM
aiti-14700	293	6	,	,	PUNCT
aiti-14700	293	7	pp	pp	ADJ
aiti-14700	293	8	.	.	PUNCT
aiti-14700	294	1	1188	1188	NUM
aiti-14700	294	2	-	-	SYM
aiti-14700	294	3	1196	1196	NUM
aiti-14700	294	4	,	,	PUNCT
aiti-14700	294	5	2014	2014	NUM
aiti-14700	294	6	.	.	PUNCT
aiti-14700	295	1	[	[	X
aiti-14700	295	2	15	15	NUM
aiti-14700	295	3	]	]	X
aiti-14700	295	4	q.	q.	PROPN
aiti-14700	295	5	chen	chen	PROPN
aiti-14700	295	6	and	and	CCONJ
aiti-14700	295	7	m.	m.	NOUN
aiti-14700	295	8	sokolova	sokolova	PROPN
aiti-14700	295	9	,	,	PUNCT
aiti-14700	295	10	“	"	PUNCT
aiti-14700	295	11	specialists	specialist	NOUN
aiti-14700	295	12	,	,	PUNCT
aiti-14700	295	13	scientists	scientist	NOUN
aiti-14700	295	14	,	,	PUNCT
aiti-14700	295	15	and	and	CCONJ
aiti-14700	295	16	sentiments	sentiment	NOUN
aiti-14700	295	17	:	:	PUNCT
aiti-14700	295	18	word2vec	word2vec	X
aiti-14700	295	19	and	and	CCONJ
aiti-14700	295	20	doc2vec	doc2vec	VERB
aiti-14700	295	21	in	in	ADP
aiti-14700	295	22	analysis	analysis	NOUN
aiti-14700	295	23	of	of	ADP
aiti-14700	295	24	scientific	scientific	ADJ
aiti-14700	295	25	and	and	CCONJ
aiti-14700	295	26	medical	medical	ADJ
aiti-14700	295	27	texts	text	NOUN
aiti-14700	295	28	,	,	PUNCT
aiti-14700	295	29	”	"	PUNCT
aiti-14700	295	30	sn	sn	PROPN
aiti-14700	295	31	computer	computer	NOUN
aiti-14700	295	32	science	science	NOUN
aiti-14700	295	33	,	,	PUNCT
aiti-14700	295	34	vol	vol	NOUN
aiti-14700	295	35	.	.	PROPN
aiti-14700	295	36	2	2	NUM
aiti-14700	295	37	,	,	PUNCT
aiti-14700	295	38	article	article	NOUN
aiti-14700	295	39	no	no	NOUN
aiti-14700	295	40	.	.	PUNCT
aiti-14700	295	41	414	414	NUM
aiti-14700	295	42	,	,	PUNCT
aiti-14700	295	43	2021	2021	NUM
aiti-14700	295	44	.	.	PUNCT
aiti-14700	296	1	advances	advance	NOUN
aiti-14700	296	2	in	in	ADP
aiti-14700	296	3	technology	technology	NOUN
aiti-14700	296	4	innovation	innovation	NOUN
aiti-14700	296	5	,	,	PUNCT
aiti-14700	296	6	vol	vol	NOUN
aiti-14700	296	7	.	.	PROPN
aiti-14700	297	1	10	10	NUM
aiti-14700	297	2	,	,	PUNCT
aiti-14700	297	3	no	no	INTJ
aiti-14700	297	4	.	.	NOUN
aiti-14700	297	5	4	4	NUM
aiti-14700	297	6	,	,	PUNCT
aiti-14700	297	7	2025	2025	NUM
aiti-14700	297	8	,	,	PUNCT
aiti-14700	297	9	pp	pp	ADJ
aiti-14700	297	10	.	.	PUNCT
aiti-14700	298	1	383	383	NUM
aiti-14700	298	2	-	-	SYM
aiti-14700	298	3	394	394	NUM
aiti-14700	298	4	394	394	NUM
aiti-14700	298	5	[	[	X
aiti-14700	298	6	16	16	NUM
aiti-14700	298	7	]	]	X
aiti-14700	298	8	d.	d.	PROPN
aiti-14700	298	9	mekala	mekala	PROPN
aiti-14700	298	10	,	,	PUNCT
aiti-14700	298	11	v.	v.	PROPN
aiti-14700	298	12	gupta	gupta	PROPN
aiti-14700	298	13	,	,	PUNCT
aiti-14700	298	14	b.	b.	PROPN
aiti-14700	298	15	paranjape	paranjape	NOUN
aiti-14700	298	16	,	,	PUNCT
aiti-14700	298	17	and	and	CCONJ
aiti-14700	298	18	h.	h.	PROPN
aiti-14700	298	19	karnick	karnick	PROPN
aiti-14700	298	20	,	,	PUNCT
aiti-14700	298	21	“	"	PUNCT
aiti-14700	298	22	scdv	scdv	NOUN
aiti-14700	298	23	:	:	PUNCT
aiti-14700	298	24	sparse	sparse	ADJ
aiti-14700	298	25	composite	composite	ADJ
aiti-14700	298	26	document	document	NOUN
aiti-14700	298	27	vectors	vector	NOUN
aiti-14700	298	28	using	use	VERB
aiti-14700	298	29	soft	soft	ADJ
aiti-14700	298	30	clustering	clustering	NOUN
aiti-14700	298	31	over	over	ADP
aiti-14700	298	32	distributional	distributional	ADJ
aiti-14700	298	33	representations	representation	NOUN
aiti-14700	298	34	,	,	PUNCT
aiti-14700	298	35	”	"	PUNCT
aiti-14700	298	36	proceedings	proceeding	NOUN
aiti-14700	298	37	of	of	ADP
aiti-14700	298	38	the	the	DET
aiti-14700	298	39	2017	2017	NUM
aiti-14700	298	40	conference	conference	NOUN
aiti-14700	298	41	on	on	ADP
aiti-14700	298	42	empirical	empirical	ADJ
aiti-14700	298	43	methods	method	NOUN
aiti-14700	298	44	in	in	ADP
aiti-14700	298	45	natural	natural	ADJ
aiti-14700	298	46	language	language	NOUN
aiti-14700	298	47	processing	processing	NOUN
aiti-14700	298	48	,	,	PUNCT
aiti-14700	298	49	pp	pp	ADJ
aiti-14700	298	50	.	.	PUNCT
aiti-14700	299	1	659–669	659–669	NUM
aiti-14700	299	2	,	,	PUNCT
aiti-14700	299	3	2017	2017	NUM
aiti-14700	299	4	.	.	PUNCT
aiti-14700	300	1	[	[	X
aiti-14700	300	2	17	17	NUM
aiti-14700	300	3	]	]	PUNCT
aiti-14700	300	4	t.	t.	PROPN
aiti-14700	300	5	mikolov	mikolov	PROPN
aiti-14700	300	6	,	,	PUNCT
aiti-14700	300	7	k.	k.	PROPN
aiti-14700	300	8	chen	chen	PROPN
aiti-14700	300	9	,	,	PUNCT
aiti-14700	300	10	g.	g.	PROPN
aiti-14700	300	11	corrado	corrado	PROPN
aiti-14700	300	12	,	,	PUNCT
aiti-14700	300	13	and	and	CCONJ
aiti-14700	300	14	j.	j.	PROPN
aiti-14700	300	15	dean	dean	PROPN
aiti-14700	300	16	,	,	PUNCT
aiti-14700	300	17	“	"	PUNCT
aiti-14700	300	18	efficient	efficient	ADJ
aiti-14700	300	19	estimation	estimation	NOUN
aiti-14700	300	20	of	of	ADP
aiti-14700	300	21	word	word	NOUN
aiti-14700	300	22	representations	representation	NOUN
aiti-14700	300	23	in	in	ADP
aiti-14700	300	24	vector	vector	NOUN
aiti-14700	300	25	space	space	NOUN
aiti-14700	300	26	,	,	PUNCT
aiti-14700	300	27	”	"	PUNCT
aiti-14700	300	28	proceedings	proceeding	NOUN
aiti-14700	300	29	of	of	ADP
aiti-14700	300	30	the	the	DET
aiti-14700	300	31	international	international	ADJ
aiti-14700	300	32	conference	conference	NOUN
aiti-14700	300	33	on	on	ADP
aiti-14700	300	34	learning	learn	VERB
aiti-14700	300	35	representations	representation	NOUN
aiti-14700	300	36	(	(	PUNCT
aiti-14700	300	37	iclr	iclr	NOUN
aiti-14700	300	38	)	)	PUNCT
aiti-14700	300	39	workshop	workshop	NOUN
aiti-14700	300	40	,	,	PUNCT
aiti-14700	300	41	2013	2013	NUM
aiti-14700	300	42	[	[	X
aiti-14700	300	43	18	18	NUM
aiti-14700	300	44	]	]	X
aiti-14700	300	45	v.	v.	CCONJ
aiti-14700	300	46	gupta	gupta	PROPN
aiti-14700	300	47	,	,	PUNCT
aiti-14700	300	48	a.	a.	NOUN
aiti-14700	300	49	saw	see	VERB
aiti-14700	300	50	,	,	PUNCT
aiti-14700	300	51	p.	p.	PROPN
aiti-14700	300	52	nokhiz	nokhiz	PROPN
aiti-14700	300	53	,	,	PUNCT
aiti-14700	300	54	h.	h.	PROPN
aiti-14700	300	55	gupta	gupta	PROPN
aiti-14700	300	56	,	,	PUNCT
aiti-14700	300	57	and	and	CCONJ
aiti-14700	300	58	p.	p.	PROPN
aiti-14700	300	59	talukdar	talukdar	NOUN
aiti-14700	300	60	,	,	PUNCT
aiti-14700	300	61	“	"	PUNCT
aiti-14700	300	62	improving	improve	VERB
aiti-14700	300	63	document	document	NOUN
aiti-14700	300	64	classification	classification	NOUN
aiti-14700	300	65	with	with	ADP
aiti-14700	300	66	multi	multi	ADJ
aiti-14700	300	67	-	-	ADJ
aiti-14700	300	68	sense	sense	ADJ
aiti-14700	300	69	embeddings	embedding	NOUN
aiti-14700	300	70	,	,	PUNCT
aiti-14700	300	71	”	"	PUNCT
aiti-14700	300	72	proceedings	proceeding	NOUN
aiti-14700	300	73	of	of	ADP
aiti-14700	300	74	the	the	DET
aiti-14700	300	75	24th	24th	ADJ
aiti-14700	300	76	european	european	ADJ
aiti-14700	300	77	conference	conference	NOUN
aiti-14700	300	78	on	on	ADP
aiti-14700	300	79	artificial	artificial	ADJ
aiti-14700	300	80	intelligence	intelligence	NOUN
aiti-14700	300	81	(	(	PUNCT
aiti-14700	300	82	ecai	ecai	PROPN
aiti-14700	300	83	2020	2020	NUM
aiti-14700	300	84	)	)	PUNCT
aiti-14700	300	85	,	,	PUNCT
aiti-14700	300	86	pp	pp	ADJ
aiti-14700	300	87	.	.	PUNCT
aiti-14700	301	1	324	324	NUM
aiti-14700	301	2	-	-	SYM
aiti-14700	301	3	331	331	NUM
aiti-14700	301	4	,	,	PUNCT
aiti-14700	301	5	2020	2020	NUM
aiti-14700	301	6	.	.	PUNCT
aiti-14700	302	1	[	[	X
aiti-14700	302	2	19	19	NUM
aiti-14700	302	3	]	]	X
aiti-14700	302	4	g.	g.	PROPN
aiti-14700	302	5	ke	ke	PROPN
aiti-14700	302	6	,	,	PUNCT
aiti-14700	302	7	q.	q.	PROPN
aiti-14700	302	8	meng	meng	PROPN
aiti-14700	302	9	,	,	PUNCT
aiti-14700	302	10	t.	t.	PROPN
aiti-14700	302	11	finley	finley	PROPN
aiti-14700	302	12	,	,	PUNCT
aiti-14700	302	13	t.	t.	PROPN
aiti-14700	302	14	wang	wang	PROPN
aiti-14700	302	15	,	,	PUNCT
aiti-14700	302	16	w.	w.	PROPN
aiti-14700	302	17	chen	chen	PROPN
aiti-14700	302	18	,	,	PUNCT
aiti-14700	302	19	w.	w.	PROPN
aiti-14700	302	20	ma	ma	PROPN
aiti-14700	302	21	,	,	PUNCT
aiti-14700	302	22	et	et	PROPN
aiti-14700	302	23	al	al	PROPN
aiti-14700	302	24	.	.	PROPN
aiti-14700	302	25	,	,	PUNCT
aiti-14700	302	26	“	"	PUNCT
aiti-14700	302	27	lightgbm	lightgbm	ADJ
aiti-14700	302	28	:	:	PUNCT
aiti-14700	302	29	a	a	DET
aiti-14700	302	30	highly	highly	ADV
aiti-14700	302	31	efficient	efficient	ADJ
aiti-14700	302	32	gradient	gradient	NOUN
aiti-14700	302	33	boosting	boost	VERB
aiti-14700	302	34	decision	decision	NOUN
aiti-14700	302	35	tree	tree	NOUN
aiti-14700	302	36	,	,	PUNCT
aiti-14700	302	37	”	"	PUNCT
aiti-14700	302	38	advances	advance	NOUN
aiti-14700	302	39	in	in	ADP
aiti-14700	302	40	neural	neural	ADJ
aiti-14700	302	41	information	information	NOUN
aiti-14700	302	42	processing	processing	NOUN
aiti-14700	302	43	systems	system	NOUN
aiti-14700	302	44	30	30	NUM
aiti-14700	302	45	(	(	PUNCT
aiti-14700	302	46	nips	nip	NOUN
aiti-14700	302	47	2017	2017	NUM
aiti-14700	302	48	)	)	PUNCT
aiti-14700	302	49	,	,	PUNCT
aiti-14700	302	50	pp	pp	ADJ
aiti-14700	302	51	.	.	PUNCT
aiti-14700	303	1	3146	3146	NUM
aiti-14700	303	2	-	-	SYM
aiti-14700	303	3	3154	3154	NUM
aiti-14700	303	4	,	,	PUNCT
aiti-14700	303	5	2017	2017	NUM
aiti-14700	303	6	.	.	PUNCT
aiti-14700	304	1	[	[	X
aiti-14700	304	2	20	20	NUM
aiti-14700	304	3	]	]	PUNCT
aiti-14700	304	4	t.	t.	PROPN
aiti-14700	304	5	hofmann	hofmann	PROPN
aiti-14700	304	6	,	,	PUNCT
aiti-14700	304	7	“	"	PUNCT
aiti-14700	304	8	probabilistic	probabilistic	ADJ
aiti-14700	304	9	latent	latent	ADJ
aiti-14700	304	10	semantic	semantic	ADJ
aiti-14700	304	11	analysis	analysis	NOUN
aiti-14700	304	12	,	,	PUNCT
aiti-14700	304	13	”	"	PUNCT
aiti-14700	304	14	proceedings	proceeding	NOUN
aiti-14700	304	15	of	of	ADP
aiti-14700	304	16	the	the	DET
aiti-14700	304	17	fifteenth	fifteenth	ADJ
aiti-14700	304	18	conference	conference	NOUN
aiti-14700	304	19	on	on	ADP
aiti-14700	304	20	uncertainty	uncertainty	NOUN
aiti-14700	304	21	in	in	ADP
aiti-14700	304	22	artificial	artificial	ADJ
aiti-14700	304	23	intelligence	intelligence	NOUN
aiti-14700	304	24	(	(	PUNCT
aiti-14700	304	25	uai1999	uai1999	NOUN
aiti-14700	304	26	)	)	PUNCT
aiti-14700	304	27	,	,	PUNCT
aiti-14700	304	28	pp	pp	PROPN
aiti-14700	304	29	.	.	PUNCT
aiti-14700	305	1	289	289	NUM
aiti-14700	305	2	-	-	SYM
aiti-14700	305	3	296	296	NUM
aiti-14700	305	4	,	,	PUNCT
aiti-14700	305	5	1999	1999	NUM
aiti-14700	305	6	.	.	PUNCT
aiti-14700	306	1	[	[	X
aiti-14700	306	2	21	21	NUM
aiti-14700	306	3	]	]	PUNCT
aiti-14700	306	4	t.	t.	PROPN
aiti-14700	306	5	yang	yang	PROPN
aiti-14700	306	6	,	,	PUNCT
aiti-14700	306	7	g.	g.	PROPN
aiti-14700	306	8	kumoi	kumoi	PROPN
aiti-14700	306	9	,	,	PUNCT
aiti-14700	306	10	h.	h.	PROPN
aiti-14700	306	11	yamashita	yamashita	PROPN
aiti-14700	306	12	,	,	PUNCT
aiti-14700	306	13	and	and	CCONJ
aiti-14700	306	14	m.	m.	NOUN
aiti-14700	306	15	goto	goto	NOUN
aiti-14700	306	16	,	,	PUNCT
aiti-14700	306	17	“	"	PUNCT
aiti-14700	306	18	transfer	transfer	NOUN
aiti-14700	306	19	learning	learning	NOUN
aiti-14700	306	20	based	base	VERB
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aiti-14700	306	22	probabilistic	probabilistic	ADJ
aiti-14700	306	23	latent	latent	NOUN
aiti-14700	306	24	semantic	semantic	ADJ
aiti-14700	306	25	analysis	analysis	NOUN
aiti-14700	306	26	for	for	ADP
aiti-14700	306	27	analyzing	analyze	VERB
aiti-14700	306	28	purchase	purchase	NOUN
aiti-14700	306	29	behavior	behavior	NOUN
aiti-14700	306	30	considering	consider	VERB
aiti-14700	306	31	customers	customer	NOUN
aiti-14700	306	32	’	'	PUNCT
aiti-14700	306	33	membership	membership	NOUN
aiti-14700	306	34	stages	stage	NOUN
aiti-14700	306	35	,	,	PUNCT
aiti-14700	306	36	”	"	PUNCT
aiti-14700	306	37	journal	journal	NOUN
aiti-14700	306	38	of	of	ADP
aiti-14700	306	39	japan	japan	PROPN
aiti-14700	306	40	industrial	industrial	PROPN
aiti-14700	306	41	management	management	PROPN
aiti-14700	306	42	association	association	PROPN
aiti-14700	306	43	,	,	PUNCT
aiti-14700	306	44	vol	vol	NOUN
aiti-14700	306	45	.	.	PROPN
aiti-14700	307	1	73	73	NUM
aiti-14700	307	2	,	,	PUNCT
aiti-14700	307	3	no	no	INTJ
aiti-14700	307	4	.	.	PUNCT
aiti-14700	308	1	2e	2e	NUM
aiti-14700	308	2	,	,	PUNCT
aiti-14700	308	3	pp	pp	ADJ
aiti-14700	308	4	.	.	PUNCT
aiti-14700	309	1	160	160	NUM
aiti-14700	309	2	-	-	SYM
aiti-14700	309	3	175	175	NUM
aiti-14700	309	4	,	,	PUNCT
aiti-14700	309	5	2022	2022	NUM
aiti-14700	309	6	.	.	PUNCT
aiti-14700	310	1	[	[	X
aiti-14700	310	2	22	22	NUM
aiti-14700	310	3	]	]	X
aiti-14700	310	4	g.	g.	PROPN
aiti-14700	310	5	schwarz	schwarz	PROPN
aiti-14700	310	6	,	,	PUNCT
aiti-14700	310	7	“	"	PUNCT
aiti-14700	310	8	estimating	estimate	VERB
aiti-14700	310	9	the	the	DET
aiti-14700	310	10	dimension	dimension	NOUN
aiti-14700	310	11	of	of	ADP
aiti-14700	310	12	a	a	DET
aiti-14700	310	13	model	model	NOUN
aiti-14700	310	14	,	,	PUNCT
aiti-14700	310	15	”	"	PUNCT
aiti-14700	310	16	the	the	DET
aiti-14700	310	17	annals	annal	NOUN
aiti-14700	310	18	of	of	ADP
aiti-14700	310	19	statistics	statistic	NOUN
aiti-14700	310	20	,	,	PUNCT
aiti-14700	310	21	vol	vol	NOUN
aiti-14700	310	22	.	.	PROPN
aiti-14700	310	23	6	6	NUM
aiti-14700	310	24	,	,	PUNCT
aiti-14700	310	25	no	no	INTJ
aiti-14700	310	26	.	.	NOUN
aiti-14700	310	27	2	2	NUM
aiti-14700	310	28	,	,	PUNCT
aiti-14700	310	29	pp	pp	ADJ
aiti-14700	310	30	.	.	PUNCT
aiti-14700	311	1	461	461	NUM
aiti-14700	311	2	-	-	SYM
aiti-14700	311	3	464	464	NUM
aiti-14700	311	4	,	,	PUNCT
aiti-14700	311	5	1978	1978	NUM
aiti-14700	311	6	.	.	PUNCT
aiti-14700	312	1	copyright	copyright	NOUN
aiti-14700	312	2	©	©	PROPN
aiti-14700	312	3	by	by	ADP
aiti-14700	312	4	the	the	DET
aiti-14700	312	5	authors	author	NOUN
aiti-14700	312	6	.	.	PUNCT
aiti-14700	313	1	licensee	licensee	PROPN
aiti-14700	313	2	taeti	taeti	PROPN
aiti-14700	313	3	,	,	PUNCT
aiti-14700	313	4	taiwan	taiwan	PROPN
aiti-14700	313	5	.	.	PUNCT
aiti-14700	314	1	this	this	DET
aiti-14700	314	2	article	article	NOUN
aiti-14700	314	3	is	be	AUX
aiti-14700	314	4	an	an	DET
aiti-14700	314	5	open	open	ADJ
aiti-14700	314	6	access	access	NOUN
aiti-14700	314	7	article	article	NOUN
aiti-14700	314	8	distributed	distribute	VERB
aiti-14700	314	9	under	under	ADP
aiti-14700	314	10	the	the	DET
aiti-14700	314	11	terms	term	NOUN
aiti-14700	314	12	and	and	CCONJ
aiti-14700	314	13	conditions	condition	NOUN
aiti-14700	314	14	of	of	ADP
aiti-14700	314	15	the	the	DET
aiti-14700	314	16	creative	creative	ADJ
aiti-14700	314	17	commons	common	NOUN
aiti-14700	314	18	attribution	attribution	NOUN
aiti-14700	314	19	(	(	PUNCT
aiti-14700	314	20	cc	cc	NOUN
aiti-14700	314	21	by	by	ADP
aiti-14700	314	22	-	-	PUNCT
aiti-14700	314	23	nc	nc	NOUN
aiti-14700	314	24	)	)	PUNCT
aiti-14700	314	25	license	license	NOUN
aiti-14700	314	26	(	(	PUNCT
aiti-14700	314	27	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	NOUN
aiti-14700	314	28	)	)	PUNCT
aiti-14700	314	29	.	.	PUNCT