id	sid	tid	token	lemma	pos
globalce-229	1	1	49	49	NUM
globalce-229	1	2	j	j	PROPN
globalce-229	1	3	global	global	ADJ
globalce-229	1	4	clinical	clinical	ADJ
globalce-229	1	5	engineering	engineering	NOUN
globalce-229	1	6	vol.7	vol.7	PROPN
globalce-229	1	7	issue	issue	NOUN
globalce-229	1	8	2	2	NUM
globalce-229	1	9	:	:	SYM
globalce-229	1	10	2025	2025	NUM
globalce-229	1	11	received	receive	VERB
globalce-229	1	12	october	october	PROPN
globalce-229	1	13	29	29	NUM
globalce-229	1	14	,	,	PUNCT
globalce-229	1	15	2024	2024	NUM
globalce-229	1	16	,	,	PUNCT
globalce-229	1	17	accepted	accept	VERB
globalce-229	1	18	may	may	PROPN
globalce-229	1	19	15	15	NUM
globalce-229	1	20	,	,	PUNCT
globalce-229	1	21	2025	2025	NUM
globalce-229	1	22	,	,	PUNCT
globalce-229	1	23	date	date	NOUN
globalce-229	1	24	of	of	ADP
globalce-229	1	25	publication	publication	NOUN
globalce-229	1	26	june	june	PROPN
globalce-229	1	27	17	17	NUM
globalce-229	1	28	,	,	PUNCT
globalce-229	1	29	2025	2025	NUM
globalce-229	1	30	.	.	PUNCT
globalce-229	2	1	case	case	NOUN
globalce-229	2	2	study	study	NOUN
globalce-229	2	3	case	case	NOUN
globalce-229	2	4	study	study	NOUN
globalce-229	2	5	:	:	PUNCT
globalce-229	2	6	augmented	augment	VERB
globalce-229	2	7	reality	reality	NOUN
globalce-229	2	8	enabled	enable	VERB
globalce-229	2	9	mental	mental	ADJ
globalce-229	2	10	health	health	NOUN
globalce-229	2	11	chatbot	chatbot	NOUN
globalce-229	2	12	subbaraj	subbaraj	PROPN
globalce-229	2	13	pravin	pravin	PROPN
globalce-229	2	14	kumar	kumar	PROPN
globalce-229	2	15	*	*	PROPN
globalce-229	2	16	,	,	PUNCT
globalce-229	2	17	akash	akash	PROPN
globalce-229	2	18	kumar	kumar	PROPN
globalce-229	2	19	,	,	PUNCT
globalce-229	2	20	and	and	CCONJ
globalce-229	2	21	anusha	anusha	VERB
globalce-229	2	22	amba	amba	PROPN
globalce-229	2	23	prasanna	prasanna	PROPN
globalce-229	2	24	biomedical	biomedical	PROPN
globalce-229	2	25	engineering	engineering	PROPN
globalce-229	2	26	,	,	PUNCT
globalce-229	2	27	sri	sri	PROPN
globalce-229	2	28	sivasubramaniya	sivasubramaniya	PROPN
globalce-229	2	29	nadar	nadar	PROPN
globalce-229	2	30	college	college	PROPN
globalce-229	2	31	of	of	ADP
globalce-229	2	32	engineering	engineering	NOUN
globalce-229	2	33	,	,	PUNCT
globalce-229	2	34	chennai	chennai	PROPN
globalce-229	2	35	,	,	PUNCT
globalce-229	2	36	tamil	tamil	PROPN
globalce-229	2	37	nadu	nadu	PROPN
globalce-229	2	38	,	,	PUNCT
globalce-229	2	39	india	india	PROPN
globalce-229	2	40	.	.	PUNCT
globalce-229	3	1	*	*	PUNCT
globalce-229	3	2	corresponding	correspond	VERB
globalce-229	3	3	author	author	NOUN
globalce-229	3	4	email	email	NOUN
globalce-229	3	5	:	:	PUNCT
globalce-229	3	6	pravinkumars@ssn.edu.in	pravinkumars@ssn.edu.in	NOUN
globalce-229	3	7	abstract	abstract	ADJ
globalce-229	3	8	background	background	NOUN
globalce-229	3	9	and	and	CCONJ
globalce-229	3	10	objective	objective	NOUN
globalce-229	3	11	:	:	PUNCT
globalce-229	3	12	in	in	ADP
globalce-229	3	13	recent	recent	ADJ
globalce-229	3	14	years	year	NOUN
globalce-229	3	15	,	,	PUNCT
globalce-229	3	16	there	there	PRON
globalce-229	3	17	has	have	AUX
globalce-229	3	18	been	be	AUX
globalce-229	3	19	a	a	DET
globalce-229	3	20	growing	grow	VERB
globalce-229	3	21	demand	demand	NOUN
globalce-229	3	22	for	for	ADP
globalce-229	3	23	mental	mental	ADJ
globalce-229	3	24	health	health	NOUN
globalce-229	3	25	support	support	NOUN
globalce-229	3	26	.	.	PUNCT
globalce-229	4	1	this	this	PRON
globalce-229	4	2	has	have	AUX
globalce-229	4	3	led	lead	VERB
globalce-229	4	4	to	to	ADP
globalce-229	4	5	a	a	DET
globalce-229	4	6	focus	focus	NOUN
globalce-229	4	7	on	on	ADP
globalce-229	4	8	providing	provide	VERB
globalce-229	4	9	personalized	personalized	ADJ
globalce-229	4	10	and	and	CCONJ
globalce-229	4	11	continuous	continuous	ADJ
globalce-229	4	12	care	care	NOUN
globalce-229	4	13	.	.	PUNCT
globalce-229	5	1	however	however	ADV
globalce-229	5	2	,	,	PUNCT
globalce-229	5	3	traditional	traditional	ADJ
globalce-229	5	4	mental	mental	ADJ
globalce-229	5	5	health	health	NOUN
globalce-229	5	6	systems	system	NOUN
globalce-229	5	7	often	often	ADV
globalce-229	5	8	have	have	VERB
globalce-229	5	9	long	long	ADV
globalce-229	5	10	wait	wait	VERB
globalce-229	5	11	times	time	NOUN
globalce-229	5	12	and	and	CCONJ
globalce-229	5	13	limited	limited	ADJ
globalce-229	5	14	support	support	NOUN
globalce-229	5	15	for	for	ADP
globalce-229	5	16	engagements	engagement	NOUN
globalce-229	5	17	beyond	beyond	ADP
globalce-229	5	18	clinical	clinical	ADJ
globalce-229	5	19	hours	hour	NOUN
globalce-229	5	20	.	.	PUNCT
globalce-229	6	1	the	the	DET
globalce-229	6	2	goal	goal	NOUN
globalce-229	6	3	of	of	ADP
globalce-229	6	4	this	this	DET
globalce-229	6	5	project	project	NOUN
globalce-229	6	6	is	be	AUX
globalce-229	6	7	to	to	PART
globalce-229	6	8	create	create	VERB
globalce-229	6	9	arden	arden	PROPN
globalce-229	6	10	,	,	PUNCT
globalce-229	6	11	a	a	DET
globalce-229	6	12	digital	digital	ADJ
globalce-229	6	13	companion	companion	NOUN
globalce-229	6	14	using	use	VERB
globalce-229	6	15	augmented	augment	VERB
globalce-229	6	16	reality	reality	NOUN
globalce-229	6	17	,	,	PUNCT
globalce-229	6	18	to	to	PART
globalce-229	6	19	help	help	VERB
globalce-229	6	20	improve	improve	VERB
globalce-229	6	21	mental	mental	ADJ
globalce-229	6	22	health	health	NOUN
globalce-229	6	23	for	for	ADP
globalce-229	6	24	those	those	PRON
globalce-229	6	25	in	in	ADP
globalce-229	6	26	need	need	NOUN
globalce-229	6	27	.	.	PUNCT
globalce-229	7	1	material	material	NOUN
globalce-229	7	2	and	and	CCONJ
globalce-229	7	3	method	method	NOUN
globalce-229	7	4	:	:	PUNCT
globalce-229	7	5	this	this	DET
globalce-229	7	6	study	study	NOUN
globalce-229	7	7	aims	aim	VERB
globalce-229	7	8	to	to	ADP
globalce-229	7	9	fine	fine	ADJ
globalce-229	7	10	-	-	PUNCT
globalce-229	7	11	tune	tune	NOUN
globalce-229	7	12	a	a	DET
globalce-229	7	13	large	large	ADJ
globalce-229	7	14	language	language	NOUN
globalce-229	7	15	model	model	NOUN
globalce-229	7	16	with	with	ADP
globalce-229	7	17	domain	domain	NOUN
globalce-229	7	18	-	-	PUNCT
globalce-229	7	19	specific	specific	ADJ
globalce-229	7	20	knowledge	knowledge	NOUN
globalce-229	7	21	,	,	PUNCT
globalce-229	7	22	ensuring	ensure	VERB
globalce-229	7	23	a	a	DET
globalce-229	7	24	personalized	personalized	ADJ
globalce-229	7	25	and	and	CCONJ
globalce-229	7	26	intelligent	intelligent	ADJ
globalce-229	7	27	companion	companion	NOUN
globalce-229	7	28	—	—	PUNCT
globalce-229	7	29	arden	arden	PROPN
globalce-229	7	30	.	.	PUNCT
globalce-229	8	1	the	the	DET
globalce-229	8	2	chatbot	chatbot	NOUN
globalce-229	8	3	is	be	AUX
globalce-229	8	4	integrated	integrate	VERB
globalce-229	8	5	with	with	ADP
globalce-229	8	6	the	the	DET
globalce-229	8	7	ar	ar	NOUN
globalce-229	8	8	companion	companion	NOUN
globalce-229	8	9	using	use	VERB
globalce-229	8	10	an	an	DET
globalce-229	8	11	application	application	NOUN
globalce-229	8	12	program	program	NOUN
globalce-229	8	13	interface	interface	NOUN
globalce-229	8	14	(	(	PUNCT
globalce-229	8	15	api	api	NOUN
globalce-229	8	16	)	)	PUNCT
globalce-229	8	17	.	.	PUNCT
globalce-229	9	1	the	the	DET
globalce-229	9	2	mixed	mixed	ADJ
globalce-229	9	3	reality	reality	NOUN
globalce-229	9	4	companion	companion	NOUN
globalce-229	9	5	is	be	AUX
globalce-229	9	6	accessible	accessible	ADJ
globalce-229	9	7	via	via	ADP
globalce-229	9	8	a	a	DET
globalce-229	9	9	mobile	mobile	ADJ
globalce-229	9	10	application	application	NOUN
globalce-229	9	11	,	,	PUNCT
globalce-229	9	12	making	make	VERB
globalce-229	9	13	care	care	NOUN
globalce-229	9	14	available	available	ADJ
globalce-229	9	15	without	without	ADP
globalce-229	9	16	the	the	DET
globalce-229	9	17	additional	additional	ADJ
globalce-229	9	18	hardware	hardware	NOUN
globalce-229	9	19	costs	cost	NOUN
globalce-229	9	20	associated	associate	VERB
globalce-229	9	21	with	with	ADP
globalce-229	9	22	head	head	NOUN
globalce-229	9	23	-	-	PUNCT
globalce-229	9	24	mounted	mount	VERB
globalce-229	9	25	displays	display	NOUN
globalce-229	9	26	.	.	PUNCT
globalce-229	10	1	results	result	NOUN
globalce-229	10	2	:	:	PUNCT
globalce-229	10	3	the	the	DET
globalce-229	10	4	development	development	NOUN
globalce-229	10	5	of	of	ADP
globalce-229	10	6	arden	arden	PROPN
globalce-229	10	7	has	have	AUX
globalce-229	10	8	introduced	introduce	VERB
globalce-229	10	9	new	new	ADJ
globalce-229	10	10	possibilities	possibility	NOUN
globalce-229	10	11	for	for	ADP
globalce-229	10	12	personalized	personalized	ADJ
globalce-229	10	13	and	and	CCONJ
globalce-229	10	14	interactive	interactive	ADJ
globalce-229	10	15	mental	mental	ADJ
globalce-229	10	16	health	health	NOUN
globalce-229	10	17	support	support	NOUN
globalce-229	10	18	.	.	PUNCT
globalce-229	11	1	early	early	ADJ
globalce-229	11	2	feedback	feedback	NOUN
globalce-229	11	3	suggests	suggest	VERB
globalce-229	11	4	that	that	SCONJ
globalce-229	11	5	the	the	DET
globalce-229	11	6	chatbot	chatbot	NOUN
globalce-229	11	7	may	may	AUX
globalce-229	11	8	help	help	VERB
globalce-229	11	9	improve	improve	VERB
globalce-229	11	10	user	user	NOUN
globalce-229	11	11	engagement	engagement	NOUN
globalce-229	11	12	and	and	CCONJ
globalce-229	11	13	satisfaction	satisfaction	NOUN
globalce-229	11	14	,	,	PUNCT
globalce-229	11	15	supported	support	VERB
globalce-229	11	16	by	by	ADP
globalce-229	11	17	encouraging	encourage	VERB
globalce-229	11	18	retention	retention	NOUN
globalce-229	11	19	metrics	metric	NOUN
globalce-229	11	20	.	.	PUNCT
globalce-229	12	1	by	by	ADP
globalce-229	12	2	combining	combine	VERB
globalce-229	12	3	augmented	augment	VERB
globalce-229	12	4	reality	reality	NOUN
globalce-229	12	5	,	,	PUNCT
globalce-229	12	6	large	large	ADJ
globalce-229	12	7	language	language	NOUN
globalce-229	12	8	models	model	NOUN
globalce-229	12	9	,	,	PUNCT
globalce-229	12	10	and	and	CCONJ
globalce-229	12	11	a	a	DET
globalce-229	12	12	character	character	NOUN
globalce-229	12	13	-	-	PUNCT
globalce-229	12	14	based	base	VERB
globalce-229	12	15	interface	interface	NOUN
globalce-229	12	16	,	,	PUNCT
globalce-229	12	17	arden	arden	PROPN
globalce-229	12	18	offers	offer	VERB
globalce-229	12	19	an	an	DET
globalce-229	12	20	approach	approach	NOUN
globalce-229	12	21	that	that	PRON
globalce-229	12	22	could	could	AUX
globalce-229	12	23	contribute	contribute	VERB
globalce-229	12	24	positively	positively	ADV
globalce-229	12	25	to	to	ADP
globalce-229	12	26	mental	mental	ADJ
globalce-229	12	27	health	health	NOUN
globalce-229	12	28	support	support	NOUN
globalce-229	12	29	.	.	PUNCT
globalce-229	13	1	conclusion	conclusion	NOUN
globalce-229	13	2	:	:	PUNCT
globalce-229	13	3	arden	arden	PROPN
globalce-229	13	4	aims	aim	VERB
globalce-229	13	5	to	to	PART
globalce-229	13	6	help	help	VERB
globalce-229	13	7	users	user	NOUN
globalce-229	13	8	with	with	ADP
globalce-229	13	9	emotional	emotional	ADJ
globalce-229	13	10	regulation	regulation	NOUN
globalce-229	13	11	during	during	ADP
globalce-229	13	12	long	long	ADJ
globalce-229	13	13	wait	wait	NOUN
globalce-229	13	14	times	time	NOUN
globalce-229	13	15	between	between	ADP
globalce-229	13	16	mental	mental	ADJ
globalce-229	13	17	health	health	NOUN
globalce-229	13	18	interventions	intervention	NOUN
globalce-229	13	19	,	,	PUNCT
globalce-229	13	20	overcome	overcome	VERB
globalce-229	13	21	communication	communication	NOUN
globalce-229	13	22	barriers	barrier	NOUN
globalce-229	13	23	,	,	PUNCT
globalce-229	13	24	and	and	CCONJ
globalce-229	13	25	provide	provide	VERB
globalce-229	13	26	exercises	exercise	NOUN
globalce-229	13	27	and	and	CCONJ
globalce-229	13	28	suggestions	suggestion	NOUN
globalce-229	13	29	to	to	PART
globalce-229	13	30	improve	improve	VERB
globalce-229	13	31	mental	mental	ADJ
globalce-229	13	32	health	health	NOUN
globalce-229	13	33	wellbeing	wellbeing	NOUN
globalce-229	13	34	.	.	PUNCT
globalce-229	14	1	this	this	DET
globalce-229	14	2	approach	approach	NOUN
globalce-229	14	3	offers	offer	VERB
globalce-229	14	4	a	a	DET
globalce-229	14	5	promising	promising	ADJ
globalce-229	14	6	solution	solution	NOUN
globalce-229	14	7	to	to	ADP
globalce-229	14	8	existing	exist	VERB
globalce-229	14	9	mental	mental	ADJ
globalce-229	14	10	health	health	NOUN
globalce-229	14	11	challenges	challenge	NOUN
globalce-229	14	12	and	and	CCONJ
globalce-229	14	13	holds	hold	VERB
globalce-229	14	14	potential	potential	NOUN
globalce-229	14	15	for	for	ADP
globalce-229	14	16	further	further	ADJ
globalce-229	14	17	improvement	improvement	NOUN
globalce-229	14	18	and	and	CCONJ
globalce-229	14	19	scalability	scalability	NOUN
globalce-229	14	20	.	.	PUNCT
globalce-229	15	1	keywords	keyword	NOUN
globalce-229	15	2	—	—	PUNCT
globalce-229	15	3	augmented	augment	VERB
globalce-229	15	4	reality	reality	NOUN
globalce-229	15	5	,	,	PUNCT
globalce-229	15	6	large	large	ADJ
globalce-229	15	7	language	language	NOUN
globalce-229	15	8	model	model	NOUN
globalce-229	15	9	,	,	PUNCT
globalce-229	15	10	mood	mood	NOUN
globalce-229	15	11	score	score	NOUN
globalce-229	15	12	.	.	PUNCT
globalce-229	16	1	copyright	copyright	NOUN
globalce-229	16	2	©	©	PROPN
globalce-229	16	3	2025	2025	NUM
globalce-229	16	4	.	.	PUNCT
globalce-229	17	1	this	this	PRON
globalce-229	17	2	is	be	AUX
globalce-229	17	3	an	an	DET
globalce-229	17	4	open	open	ADJ
globalce-229	17	5	-	-	PUNCT
globalce-229	17	6	access	access	NOUN
globalce-229	17	7	article	article	NOUN
globalce-229	17	8	distributed	distribute	VERB
globalce-229	17	9	under	under	ADP
globalce-229	17	10	the	the	DET
globalce-229	17	11	terms	term	NOUN
globalce-229	17	12	of	of	ADP
globalce-229	17	13	the	the	DET
globalce-229	17	14	creative	creative	ADJ
globalce-229	17	15	commons	common	NOUN
globalce-229	17	16	attribution	attribution	NOUN
globalce-229	17	17	license	license	NOUN
globalce-229	17	18	(	(	PUNCT
globalce-229	17	19	cc	cc	NOUN
globalce-229	17	20	by	by	ADV
globalce-229	17	21	):	):	PUNCT
globalce-229	17	22	creative	creative	ADJ
globalce-229	17	23	commons	common	NOUN
globalce-229	17	24	attribution	attribution	NOUN
globalce-229	17	25	4.0	4.0	NUM
globalce-229	17	26	international	international	NOUN
globalce-229	17	27	cc	cc	NOUN
globalce-229	17	28	by	by	ADP
globalce-229	17	29	4.0	4.0	NUM
globalce-229	17	30	.	.	PUNCT
globalce-229	18	1	the	the	DET
globalce-229	18	2	use	use	NOUN
globalce-229	18	3	,	,	PUNCT
globalce-229	18	4	distribution	distribution	NOUN
globalce-229	18	5	or	or	CCONJ
globalce-229	18	6	reproduction	reproduction	NOUN
globalce-229	18	7	in	in	ADP
globalce-229	18	8	other	other	ADJ
globalce-229	18	9	forums	forum	NOUN
globalce-229	18	10	is	be	AUX
globalce-229	18	11	permitted	permit	VERB
globalce-229	18	12	,	,	PUNCT
globalce-229	18	13	provided	provide	VERB
globalce-229	18	14	the	the	DET
globalce-229	18	15	original	original	ADJ
globalce-229	18	16	author(s	author(s	NOUN
globalce-229	18	17	)	)	PUNCT
globalce-229	18	18	and	and	CCONJ
globalce-229	18	19	the	the	DET
globalce-229	18	20	copyright	copyright	NOUN
globalce-229	18	21	owner(s	owner(s	NOUN
globalce-229	18	22	)	)	PUNCT
globalce-229	18	23	are	be	AUX
globalce-229	18	24	credited	credit	VERB
globalce-229	18	25	and	and	CCONJ
globalce-229	18	26	that	that	SCONJ
globalce-229	18	27	the	the	DET
globalce-229	18	28	original	original	ADJ
globalce-229	18	29	publication	publication	NOUN
globalce-229	18	30	in	in	ADP
globalce-229	18	31	this	this	DET
globalce-229	18	32	journal	journal	NOUN
globalce-229	18	33	is	be	AUX
globalce-229	18	34	cited	cite	VERB
globalce-229	18	35	,	,	PUNCT
globalce-229	18	36	in	in	ADP
globalce-229	18	37	accordance	accordance	NOUN
globalce-229	18	38	with	with	ADP
globalce-229	18	39	accepted	accept	VERB
globalce-229	18	40	academic	academic	ADJ
globalce-229	18	41	practice	practice	NOUN
globalce-229	18	42	.	.	PUNCT
globalce-229	19	1	no	no	DET
globalce-229	19	2	use	use	NOUN
globalce-229	19	3	,	,	PUNCT
globalce-229	19	4	distribution	distribution	NOUN
globalce-229	19	5	or	or	CCONJ
globalce-229	19	6	reproduction	reproduction	NOUN
globalce-229	19	7	is	be	AUX
globalce-229	19	8	permitted	permit	VERB
globalce-229	19	9	which	which	PRON
globalce-229	19	10	does	do	AUX
globalce-229	19	11	not	not	PART
globalce-229	19	12	comply	comply	VERB
globalce-229	19	13	with	with	ADP
globalce-229	19	14	these	these	DET
globalce-229	19	15	terms	term	NOUN
globalce-229	19	16	.	.	PUNCT
globalce-229	19	17	http://www.globalce.org	http://www.globalce.org	PUNCT
globalce-229	20	1	http://globalce.org	http://globalce.org	PROPN
globalce-229	20	2	http://globalce.org	http://globalce.org	PROPN
globalce-229	20	3	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
globalce-229	20	4	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
globalce-229	20	5	p.	p.	PROPN
globalce-229	20	6	kumar	kumar	PROPN
globalce-229	20	7	,	,	PUNCT
globalce-229	20	8	a.	a.	PROPN
globalce-229	20	9	kumar	kumar	PROPN
globalce-229	20	10	,	,	PUNCT
globalce-229	20	11	prasanna	prasanna	PROPN
globalce-229	20	12	:	:	PUNCT
globalce-229	20	13	case	case	NOUN
globalce-229	20	14	study	study	NOUN
globalce-229	20	15	:	:	PUNCT
globalce-229	20	16	augmented	augment	VERB
globalce-229	20	17	reality	reality	NOUN
globalce-229	20	18	enabled	enable	VERB
globalce-229	20	19	mental	mental	ADJ
globalce-229	20	20	health	health	NOUN
globalce-229	20	21	chatbot	chatbot	NOUN
globalce-229	20	22	j	j	PROPN
globalce-229	21	1	global	global	ADJ
globalce-229	21	2	clinical	clinical	ADJ
globalce-229	21	3	engineering	engineering	NOUN
globalce-229	21	4	vol.7	vol.7	PROPN
globalce-229	21	5	issue	issue	NOUN
globalce-229	21	6	2	2	NUM
globalce-229	21	7	:	:	SYM
globalce-229	21	8	2025	2025	NUM
globalce-229	21	9	50	50	NUM
globalce-229	21	10	introduction	introduction	NOUN
globalce-229	21	11	mental	mental	ADJ
globalce-229	21	12	health	health	NOUN
globalce-229	21	13	problems	problem	NOUN
globalce-229	21	14	pose	pose	VERB
globalce-229	21	15	a	a	DET
globalce-229	21	16	critical	critical	ADJ
globalce-229	21	17	public	public	ADJ
globalce-229	21	18	health	health	NOUN
globalce-229	21	19	burden	burden	NOUN
globalce-229	21	20	,	,	PUNCT
globalce-229	21	21	yet	yet	CCONJ
globalce-229	21	22	traditional	traditional	ADJ
globalce-229	21	23	solutions	solution	NOUN
globalce-229	21	24	remain	remain	VERB
globalce-229	21	25	insufficient	insufficient	ADJ
globalce-229	21	26	to	to	PART
globalce-229	21	27	address	address	VERB
globalce-229	21	28	the	the	DET
globalce-229	21	29	growing	grow	VERB
globalce-229	21	30	demand	demand	NOUN
globalce-229	21	31	.	.	PUNCT
globalce-229	22	1	the	the	DET
globalce-229	22	2	advent	advent	NOUN
globalce-229	22	3	of	of	ADP
globalce-229	22	4	social	social	ADJ
globalce-229	22	5	media	medium	NOUN
globalce-229	22	6	and	and	CCONJ
globalce-229	22	7	increased	increase	VERB
globalce-229	22	8	isolation	isolation	NOUN
globalce-229	22	9	among	among	ADP
globalce-229	22	10	the	the	DET
globalce-229	22	11	younger	young	ADJ
globalce-229	22	12	population	population	NOUN
globalce-229	22	13	have	have	AUX
globalce-229	22	14	exacerbated	exacerbate	VERB
globalce-229	22	15	mental	mental	ADJ
globalce-229	22	16	health	health	NOUN
globalce-229	22	17	challenges	challenge	NOUN
globalce-229	22	18	for	for	ADP
globalce-229	22	19	these	these	DET
globalce-229	22	20	individuals	individual	NOUN
globalce-229	22	21	.	.	PUNCT
globalce-229	23	1	according	accord	VERB
globalce-229	23	2	to	to	ADP
globalce-229	23	3	nextstep	nextstep	ADJ
globalce-229	23	4	solutions	solution	NOUN
globalce-229	23	5	,	,	PUNCT
globalce-229	23	6	a	a	DET
globalce-229	23	7	leading	lead	VERB
globalce-229	23	8	provider	provider	NOUN
globalce-229	23	9	of	of	ADP
globalce-229	23	10	behavioral	behavioral	ADJ
globalce-229	23	11	health	health	NOUN
globalce-229	23	12	software	software	NOUN
globalce-229	23	13	,	,	PUNCT
globalce-229	23	14	29	29	NUM
globalce-229	23	15	%	%	NOUN
globalce-229	23	16	of	of	ADP
globalce-229	23	17	the	the	DET
globalce-229	23	18	u.s	u.s	PROPN
globalce-229	23	19	.	.	PROPN
globalce-229	23	20	population	population	NOUN
globalce-229	23	21	experiences	experience	NOUN
globalce-229	23	22	at	at	ADP
globalce-229	23	23	least	least	ADV
globalce-229	23	24	one	one	NUM
globalce-229	23	25	form	form	NOUN
globalce-229	23	26	of	of	ADP
globalce-229	23	27	mental	mental	ADJ
globalce-229	23	28	illness.1	illness.1	NOUN
globalce-229	23	29	along	along	ADP
globalce-229	23	30	with	with	ADP
globalce-229	23	31	the	the	DET
globalce-229	23	32	factors	factor	NOUN
globalce-229	23	33	that	that	PRON
globalce-229	23	34	have	have	AUX
globalce-229	23	35	led	lead	VERB
globalce-229	23	36	to	to	ADP
globalce-229	23	37	an	an	DET
globalce-229	23	38	increase	increase	NOUN
globalce-229	23	39	in	in	ADP
globalce-229	23	40	mental	mental	ADJ
globalce-229	23	41	health	health	NOUN
globalce-229	23	42	issues	issue	NOUN
globalce-229	23	43	,	,	PUNCT
globalce-229	23	44	there	there	PRON
globalce-229	23	45	is	be	VERB
globalce-229	23	46	also	also	ADV
globalce-229	23	47	a	a	DET
globalce-229	23	48	severe	severe	ADJ
globalce-229	23	49	shortage	shortage	NOUN
globalce-229	23	50	of	of	ADP
globalce-229	23	51	psychiatrists	psychiatrist	NOUN
globalce-229	23	52	,	,	PUNCT
globalce-229	23	53	with	with	ADP
globalce-229	23	54	only	only	ADV
globalce-229	23	55	nine	nine	NUM
globalce-229	23	56	per	per	ADP
globalce-229	23	57	100,000	100,000	NUM
globalce-229	23	58	people	people	NOUN
globalce-229	23	59	.	.	PUNCT
globalce-229	24	1	this	this	DET
globalce-229	24	2	deficit	deficit	NOUN
globalce-229	24	3	contributes	contribute	VERB
globalce-229	24	4	to	to	ADP
globalce-229	24	5	negative	negative	ADJ
globalce-229	24	6	mental	mental	ADJ
globalce-229	24	7	health	health	NOUN
globalce-229	24	8	outcomes	outcome	NOUN
globalce-229	24	9	,	,	PUNCT
globalce-229	24	10	including	include	VERB
globalce-229	24	11	an	an	DET
globalce-229	24	12	increased	increase	VERB
globalce-229	24	13	risk	risk	NOUN
globalce-229	24	14	of	of	ADP
globalce-229	24	15	suicide.1	suicide.1	PROPN
globalce-229	24	16	at	at	ADP
globalce-229	24	17	present	present	ADJ
globalce-229	24	18	,	,	PUNCT
globalce-229	24	19	individuals	individual	NOUN
globalce-229	24	20	seek	seek	VERB
globalce-229	24	21	help	help	NOUN
globalce-229	24	22	from	from	ADP
globalce-229	24	23	their	their	PRON
globalce-229	24	24	family	family	NOUN
globalce-229	24	25	,	,	PUNCT
globalce-229	24	26	social	social	ADJ
globalce-229	24	27	circles	circle	NOUN
globalce-229	24	28	,	,	PUNCT
globalce-229	24	29	the	the	DET
globalce-229	24	30	internet	internet	NOUN
globalce-229	24	31	,	,	PUNCT
globalce-229	24	32	and	and	CCONJ
globalce-229	24	33	mental	mental	ADJ
globalce-229	24	34	health	health	NOUN
globalce-229	24	35	professionals	professional	NOUN
globalce-229	24	36	to	to	PART
globalce-229	24	37	overcome	overcome	VERB
globalce-229	24	38	these	these	DET
globalce-229	24	39	issues	issue	NOUN
globalce-229	24	40	.	.	PUNCT
globalce-229	25	1	however	however	ADV
globalce-229	25	2	,	,	PUNCT
globalce-229	25	3	several	several	ADJ
globalce-229	25	4	barriers	barrier	NOUN
globalce-229	25	5	limit	limit	VERB
globalce-229	25	6	the	the	DET
globalce-229	25	7	effectiveness	effectiveness	NOUN
globalce-229	25	8	of	of	ADP
globalce-229	25	9	current	current	ADJ
globalce-229	25	10	mental	mental	ADJ
globalce-229	25	11	health	health	NOUN
globalce-229	25	12	systems	system	NOUN
globalce-229	25	13	,	,	PUNCT
globalce-229	25	14	including	include	VERB
globalce-229	25	15	social	social	ADJ
globalce-229	25	16	stigma	stigma	NOUN
globalce-229	25	17	and	and	CCONJ
globalce-229	25	18	a	a	DET
globalce-229	25	19	shortage	shortage	NOUN
globalce-229	25	20	of	of	ADP
globalce-229	25	21	mental	mental	ADJ
globalce-229	25	22	health	health	NOUN
globalce-229	25	23	professionals	professional	NOUN
globalce-229	25	24	.	.	PUNCT
globalce-229	26	1	currently	currently	ADV
globalce-229	26	2	,	,	PUNCT
globalce-229	26	3	most	most	ADJ
globalce-229	26	4	of	of	ADP
globalce-229	26	5	the	the	DET
globalce-229	26	6	mental	mental	ADJ
globalce-229	26	7	health	health	NOUN
globalce-229	26	8	help	help	NOUN
globalce-229	26	9	that	that	SCONJ
globalce-229	26	10	individuals	individual	NOUN
globalce-229	26	11	receive	receive	VERB
globalce-229	26	12	is	be	AUX
globalce-229	26	13	in	in	ADP
globalce-229	26	14	the	the	DET
globalce-229	26	15	form	form	NOUN
globalce-229	26	16	of	of	ADP
globalce-229	26	17	cognitive	cognitive	ADJ
globalce-229	26	18	behavioral	behavioral	ADJ
globalce-229	26	19	therapy	therapy	NOUN
globalce-229	26	20	and	and	CCONJ
globalce-229	26	21	medication	medication	NOUN
globalce-229	26	22	.	.	PUNCT
globalce-229	27	1	cognitive	cognitive	ADJ
globalce-229	27	2	behavioral	behavioral	ADJ
globalce-229	27	3	therapy	therapy	NOUN
globalce-229	27	4	(	(	PUNCT
globalce-229	27	5	cbt	cbt	NOUN
globalce-229	27	6	)	)	PUNCT
globalce-229	27	7	is	be	AUX
globalce-229	27	8	based	base	VERB
globalce-229	27	9	on	on	ADP
globalce-229	27	10	the	the	DET
globalce-229	27	11	idea	idea	NOUN
globalce-229	27	12	that	that	SCONJ
globalce-229	27	13	professionals	professional	NOUN
globalce-229	27	14	are	be	AUX
globalce-229	27	15	trained	train	VERB
globalce-229	27	16	to	to	PART
globalce-229	27	17	help	help	VERB
globalce-229	27	18	individuals	individual	NOUN
globalce-229	27	19	overcome	overcome	VERB
globalce-229	27	20	the	the	DET
globalce-229	27	21	issues	issue	NOUN
globalce-229	27	22	they	they	PRON
globalce-229	27	23	are	be	AUX
globalce-229	27	24	facing	face	VERB
globalce-229	27	25	and	and	CCONJ
globalce-229	27	26	enable	enable	VERB
globalce-229	27	27	them	they	PRON
globalce-229	27	28	to	to	PART
globalce-229	27	29	tackle	tackle	VERB
globalce-229	27	30	problems	problem	NOUN
globalce-229	27	31	on	on	ADP
globalce-229	27	32	their	their	PRON
globalce-229	27	33	own	own	ADJ
globalce-229	27	34	by	by	ADP
globalce-229	27	35	using	use	VERB
globalce-229	27	36	structured	structured	ADJ
globalce-229	27	37	systems	system	NOUN
globalce-229	27	38	.	.	PUNCT
globalce-229	28	1	however	however	ADV
globalce-229	28	2	,	,	PUNCT
globalce-229	28	3	due	due	ADP
globalce-229	28	4	to	to	ADP
globalce-229	28	5	understaffing	understaffe	VERB
globalce-229	28	6	,	,	PUNCT
globalce-229	28	7	the	the	DET
globalce-229	28	8	current	current	ADJ
globalce-229	28	9	system	system	NOUN
globalce-229	28	10	struggles	struggle	VERB
globalce-229	28	11	with	with	ADP
globalce-229	28	12	increased	increase	VERB
globalce-229	28	13	costs	cost	NOUN
globalce-229	28	14	,	,	PUNCT
globalce-229	28	15	long	long	ADV
globalce-229	28	16	wait	wait	VERB
globalce-229	28	17	times	time	NOUN
globalce-229	28	18	,	,	PUNCT
globalce-229	28	19	and	and	CCONJ
globalce-229	28	20	other	other	ADJ
globalce-229	28	21	challenges	challenge	NOUN
globalce-229	28	22	.	.	PUNCT
globalce-229	29	1	despite	despite	SCONJ
globalce-229	29	2	its	its	PRON
globalce-229	29	3	shortcomings	shortcoming	NOUN
globalce-229	29	4	,	,	PUNCT
globalce-229	29	5	seeking	seek	VERB
globalce-229	29	6	professional	professional	ADJ
globalce-229	29	7	help	help	NOUN
globalce-229	29	8	remains	remain	VERB
globalce-229	29	9	the	the	DET
globalce-229	29	10	best	good	ADJ
globalce-229	29	11	option	option	NOUN
globalce-229	29	12	for	for	ADP
globalce-229	29	13	those	those	PRON
globalce-229	29	14	facing	face	VERB
globalce-229	29	15	mental	mental	ADJ
globalce-229	29	16	health	health	NOUN
globalce-229	29	17	challenges	challenge	NOUN
globalce-229	29	18	.	.	PUNCT
globalce-229	30	1	recent	recent	ADJ
globalce-229	30	2	studies	study	NOUN
globalce-229	30	3	have	have	AUX
globalce-229	30	4	explored	explore	VERB
globalce-229	30	5	the	the	DET
globalce-229	30	6	potential	potential	NOUN
globalce-229	30	7	of	of	ADP
globalce-229	30	8	chatbots	chatbot	NOUN
globalce-229	30	9	to	to	PART
globalce-229	30	10	improve	improve	VERB
globalce-229	30	11	mental	mental	ADJ
globalce-229	30	12	health	health	NOUN
globalce-229	30	13	outcomes	outcome	NOUN
globalce-229	30	14	.	.	PUNCT
globalce-229	31	1	denecke	denecke	NOUN
globalce-229	31	2	et	et	PROPN
globalce-229	31	3	al.1	al.1	PROPN
globalce-229	31	4	examined	examine	VERB
globalce-229	31	5	two	two	NUM
globalce-229	31	6	prominent	prominent	ADJ
globalce-229	31	7	ai	ai	NOUN
globalce-229	31	8	-	-	PUNCT
globalce-229	31	9	driven	drive	VERB
globalce-229	31	10	mental	mental	ADJ
globalce-229	31	11	health	health	NOUN
globalce-229	31	12	chatbots	chatbot	NOUN
globalce-229	31	13	,	,	PUNCT
globalce-229	31	14	wysa	wysa	NOUN
globalce-229	31	15	and	and	CCONJ
globalce-229	31	16	sermo	sermo	PROPN
globalce-229	31	17	.	.	PUNCT
globalce-229	32	1	wysa	wysa	PROPN
globalce-229	32	2	inc	inc	PROPN
globalce-229	32	3	.	.	PROPN
globalce-229	32	4	,	,	PUNCT
globalce-229	32	5	headquartered	headquarter	VERB
globalce-229	32	6	in	in	ADP
globalce-229	32	7	the	the	DET
globalce-229	32	8	usa	usa	PROPN
globalce-229	32	9	,	,	PUNCT
globalce-229	32	10	is	be	AUX
globalce-229	32	11	an	an	DET
globalce-229	32	12	everyday	everyday	ADJ
globalce-229	32	13	mental	mental	ADJ
globalce-229	32	14	health	health	NOUN
globalce-229	32	15	application	application	NOUN
globalce-229	32	16	,	,	PUNCT
globalce-229	32	17	and	and	CCONJ
globalce-229	32	18	sermo	sermo	NOUN
globalce-229	32	19	,	,	PUNCT
globalce-229	32	20	also	also	ADV
globalce-229	32	21	headquartered	headquarter	VERB
globalce-229	32	22	in	in	ADP
globalce-229	32	23	the	the	DET
globalce-229	32	24	usa	usa	PROPN
globalce-229	32	25	,	,	PUNCT
globalce-229	32	26	is	be	AUX
globalce-229	32	27	a	a	DET
globalce-229	32	28	social	social	ADJ
globalce-229	32	29	platform	platform	NOUN
globalce-229	32	30	for	for	SCONJ
globalce-229	32	31	physicians	physician	NOUN
globalce-229	32	32	to	to	PART
globalce-229	32	33	collaborate	collaborate	VERB
globalce-229	32	34	and	and	CCONJ
globalce-229	32	35	stay	stay	VERB
globalce-229	32	36	informed	informed	ADJ
globalce-229	32	37	.	.	PUNCT
globalce-229	33	1	wysa	wysa	NOUN
globalce-229	33	2	detects	detect	NOUN
globalce-229	33	3	negative	negative	ADJ
globalce-229	33	4	moods	mood	NOUN
globalce-229	33	5	and	and	CCONJ
globalce-229	33	6	integrates	integrate	NOUN
globalce-229	33	7	features	feature	NOUN
globalce-229	33	8	like	like	ADP
globalce-229	33	9	depression	depression	NOUN
globalce-229	33	10	assessments	assessment	NOUN
globalce-229	33	11	and	and	CCONJ
globalce-229	33	12	meditation	meditation	NOUN
globalce-229	33	13	exercises	exercise	NOUN
globalce-229	33	14	,	,	PUNCT
globalce-229	33	15	while	while	SCONJ
globalce-229	33	16	sermo	sermo	NOUN
globalce-229	33	17	addresses	address	VERB
globalce-229	33	18	psychological	psychological	ADJ
globalce-229	33	19	impairments	impairment	NOUN
globalce-229	33	20	using	use	VERB
globalce-229	33	21	cognitive	cognitive	ADJ
globalce-229	33	22	behavioral	behavioral	ADJ
globalce-229	33	23	therapy	therapy	NOUN
globalce-229	33	24	(	(	PUNCT
globalce-229	33	25	cbt	cbt	NOUN
globalce-229	33	26	)	)	PUNCT
globalce-229	33	27	techniques	technique	NOUN
globalce-229	33	28	.	.	PUNCT
globalce-229	34	1	quantitative	quantitative	ADJ
globalce-229	34	2	analysis	analysis	NOUN
globalce-229	34	3	revealed	reveal	VERB
globalce-229	34	4	that	that	SCONJ
globalce-229	34	5	frequent	frequent	ADJ
globalce-229	34	6	users	user	NOUN
globalce-229	34	7	of	of	ADP
globalce-229	34	8	wysa	wysa	NOUN
globalce-229	34	9	experienced	experience	VERB
globalce-229	34	10	greater	great	ADJ
globalce-229	34	11	mood	mood	NOUN
globalce-229	34	12	improvements	improvement	NOUN
globalce-229	34	13	than	than	ADP
globalce-229	34	14	occasional	occasional	ADJ
globalce-229	34	15	users	user	NOUN
globalce-229	34	16	.	.	PUNCT
globalce-229	35	1	experts	expert	NOUN
globalce-229	35	2	acknowledged	acknowledge	VERB
globalce-229	35	3	that	that	SCONJ
globalce-229	35	4	sermo	sermo	NOUN
globalce-229	35	5	is	be	AUX
globalce-229	35	6	well	well	ADV
globalce-229	35	7	-	-	PUNCT
globalce-229	35	8	suited	suit	VERB
globalce-229	35	9	for	for	ADP
globalce-229	35	10	patients	patient	NOUN
globalce-229	35	11	struggling	struggle	VERB
globalce-229	35	12	with	with	ADP
globalce-229	35	13	face	face	NOUN
globalce-229	35	14	-	-	PUNCT
globalce-229	35	15	to	to	ADP
globalce-229	35	16	-	-	PUNCT
globalce-229	35	17	face	face	NOUN
globalce-229	35	18	communication	communication	NOUN
globalce-229	35	19	,	,	PUNCT
globalce-229	35	20	although	although	SCONJ
globalce-229	35	21	challenges	challenge	NOUN
globalce-229	35	22	remain	remain	VERB
globalce-229	35	23	,	,	PUNCT
globalce-229	35	24	including	include	VERB
globalce-229	35	25	issues	issue	NOUN
globalce-229	35	26	with	with	ADP
globalce-229	35	27	data	datum	NOUN
globalce-229	35	28	retention	retention	NOUN
globalce-229	35	29	,	,	PUNCT
globalce-229	35	30	dataset	dataset	NOUN
globalce-229	35	31	generation	generation	NOUN
globalce-229	35	32	,	,	PUNCT
globalce-229	35	33	and	and	CCONJ
globalce-229	35	34	the	the	DET
globalce-229	35	35	inability	inability	NOUN
globalce-229	35	36	of	of	ADP
globalce-229	35	37	ai	ai	PROPN
globalce-229	35	38	systems	system	NOUN
globalce-229	35	39	to	to	PART
globalce-229	35	40	handle	handle	VERB
globalce-229	35	41	emergencies	emergency	NOUN
globalce-229	35	42	effectively	effectively	ADV
globalce-229	35	43	.	.	PUNCT
globalce-229	36	1	potts	potts	PROPN
globalce-229	36	2	et	et	PROPN
globalce-229	36	3	al.2	al.2	PROPN
globalce-229	36	4	addressed	address	VERB
globalce-229	36	5	the	the	DET
globalce-229	36	6	lack	lack	NOUN
globalce-229	36	7	of	of	ADP
globalce-229	36	8	accessible	accessible	ADJ
globalce-229	36	9	mental	mental	ADJ
globalce-229	36	10	health	health	NOUN
globalce-229	36	11	services	service	NOUN
globalce-229	36	12	in	in	ADP
globalce-229	36	13	rural	rural	ADJ
globalce-229	36	14	areas	area	NOUN
globalce-229	36	15	by	by	ADP
globalce-229	36	16	introducing	introduce	VERB
globalce-229	36	17	a	a	DET
globalce-229	36	18	multilingual	multilingual	ADJ
globalce-229	36	19	chatbot	chatbot	NOUN
globalce-229	36	20	,	,	PUNCT
globalce-229	36	21	chatpal	chatpal	NOUN
globalce-229	36	22	.	.	PUNCT
globalce-229	37	1	it	it	PRON
globalce-229	37	2	was	be	AUX
globalce-229	37	3	developed	develop	VERB
globalce-229	37	4	by	by	ADP
globalce-229	37	5	the	the	DET
globalce-229	37	6	academic	academic	ADJ
globalce-229	37	7	consortium	consortium	NOUN
globalce-229	37	8	led	lead	VERB
globalce-229	37	9	by	by	ADP
globalce-229	37	10	ulster	ulster	PROPN
globalce-229	37	11	university	university	PROPN
globalce-229	37	12	(	(	PUNCT
globalce-229	37	13	uk	uk	PROPN
globalce-229	37	14	)	)	PUNCT
globalce-229	37	15	,	,	PUNCT
globalce-229	37	16	which	which	PRON
globalce-229	37	17	collaborated	collaborate	VERB
globalce-229	37	18	with	with	ADP
globalce-229	37	19	partners	partner	NOUN
globalce-229	37	20	in	in	ADP
globalce-229	37	21	ireland	ireland	PROPN
globalce-229	37	22	,	,	PUNCT
globalce-229	37	23	scotland	scotland	PROPN
globalce-229	37	24	,	,	PUNCT
globalce-229	37	25	sweden	sweden	PROPN
globalce-229	37	26	and	and	CCONJ
globalce-229	37	27	finland	finland	PROPN
globalce-229	37	28	.	.	PUNCT
globalce-229	38	1	funded	fund	VERB
globalce-229	38	2	by	by	ADP
globalce-229	38	3	the	the	DET
globalce-229	38	4	northern	northern	ADJ
globalce-229	38	5	periphery	periphery	NOUN
globalce-229	38	6	and	and	CCONJ
globalce-229	38	7	arctic	arctic	ADJ
globalce-229	38	8	(	(	PUNCT
globalce-229	38	9	npa	npa	NOUN
globalce-229	38	10	)	)	PUNCT
globalce-229	38	11	programme	programme	NOUN
globalce-229	38	12	,	,	PUNCT
globalce-229	38	13	chatpal	chatpal	NOUN
globalce-229	38	14	aimed	aim	VERB
globalce-229	38	15	to	to	PART
globalce-229	38	16	provide	provide	VERB
globalce-229	38	17	support	support	NOUN
globalce-229	38	18	in	in	ADP
globalce-229	38	19	english	english	PROPN
globalce-229	38	20	,	,	PUNCT
globalce-229	38	21	scottish	scottish	ADJ
globalce-229	38	22	gaelic	gaelic	NOUN
globalce-229	38	23	,	,	PUNCT
globalce-229	38	24	swedish	swedish	ADJ
globalce-229	38	25	,	,	PUNCT
globalce-229	38	26	and	and	CCONJ
globalce-229	38	27	finnish	finnish	ADJ
globalce-229	38	28	.	.	PUNCT
globalce-229	39	1	the	the	DET
globalce-229	39	2	study	study	NOUN
globalce-229	39	3	employed	employ	VERB
globalce-229	39	4	a	a	DET
globalce-229	39	5	single	single	ADJ
globalce-229	39	6	-	-	PUNCT
globalce-229	39	7	arm	arm	NOUN
globalce-229	39	8	pre	pre	ADJ
globalce-229	39	9	-	-	ADJ
globalce-229	39	10	post	post	ADJ
globalce-229	39	11	intervention	intervention	NOUN
globalce-229	39	12	design	design	NOUN
globalce-229	39	13	,	,	PUNCT
globalce-229	39	14	enrolling	enrol	VERB
globalce-229	39	15	participants	participant	NOUN
globalce-229	39	16	from	from	ADP
globalce-229	39	17	rural	rural	ADJ
globalce-229	39	18	areas	area	NOUN
globalce-229	39	19	to	to	PART
globalce-229	39	20	use	use	VERB
globalce-229	39	21	chatpal	chatpal	NOUN
globalce-229	39	22	over	over	ADP
globalce-229	39	23	12	12	NUM
globalce-229	39	24	weeks	week	NOUN
globalce-229	39	25	,	,	PUNCT
globalce-229	39	26	with	with	ADP
globalce-229	39	27	well	well	ADV
globalce-229	39	28	-	-	PUNCT
globalce-229	39	29	being	be	AUX
globalce-229	39	30	measured	measure	VERB
globalce-229	39	31	via	via	ADP
globalce-229	39	32	scales	scale	NOUN
globalce-229	39	33	like	like	ADP
globalce-229	39	34	swemwbs	swemwb	NOUN
globalce-229	39	35	.	.	PUNCT
globalce-229	40	1	chatpal	chatpal	PROPN
globalce-229	40	2	,	,	PUNCT
globalce-229	40	3	developed	develop	VERB
globalce-229	40	4	with	with	ADP
globalce-229	40	5	rasa	rasa	PROPN
globalce-229	40	6	(	(	PUNCT
globalce-229	40	7	backend	backend	NOUN
globalce-229	40	8	)	)	PUNCT
globalce-229	40	9	and	and	CCONJ
globalce-229	40	10	phonegap	phonegap	PROPN
globalce-229	40	11	(	(	PUNCT
globalce-229	40	12	frontend	frontend	PROPN
globalce-229	40	13	)	)	PUNCT
globalce-229	40	14	,	,	PUNCT
globalce-229	40	15	features	feature	VERB
globalce-229	40	16	mood	mood	NOUN
globalce-229	40	17	logging	log	VERB
globalce-229	40	18	and	and	CCONJ
globalce-229	40	19	mindfulness	mindfulness	NOUN
globalce-229	40	20	exercises	exercise	NOUN
globalce-229	40	21	.	.	PUNCT
globalce-229	41	1	while	while	SCONJ
globalce-229	41	2	chatpal	chatpal	NOUN
globalce-229	41	3	is	be	AUX
globalce-229	41	4	seen	see	VERB
globalce-229	41	5	as	as	ADP
globalce-229	41	6	a	a	DET
globalce-229	41	7	complementary	complementary	ADJ
globalce-229	41	8	tool	tool	NOUN
globalce-229	41	9	for	for	ADP
globalce-229	41	10	mental	mental	ADJ
globalce-229	41	11	health	health	NOUN
globalce-229	41	12	services	service	NOUN
globalce-229	41	13	,	,	PUNCT
globalce-229	41	14	the	the	DET
globalce-229	41	15	study	study	NOUN
globalce-229	41	16	calls	call	VERB
globalce-229	41	17	for	for	ADP
globalce-229	41	18	further	further	ADJ
globalce-229	41	19	research	research	NOUN
globalce-229	41	20	to	to	PART
globalce-229	41	21	confirm	confirm	VERB
globalce-229	41	22	its	its	PRON
globalce-229	41	23	effectiveness	effectiveness	NOUN
globalce-229	41	24	.	.	PUNCT
globalce-229	42	1	the	the	DET
globalce-229	42	2	chatbot	chatbot	NOUN
globalce-229	42	3	’s	’s	PART
globalce-229	42	4	multilingual	multilingual	ADJ
globalce-229	42	5	capabilities	capability	NOUN
globalce-229	42	6	improve	improve	VERB
globalce-229	42	7	accessibility	accessibility	NOUN
globalce-229	42	8	,	,	PUNCT
globalce-229	42	9	but	but	CCONJ
globalce-229	42	10	technical	technical	ADJ
globalce-229	42	11	issues	issue	NOUN
globalce-229	42	12	remain	remain	VERB
globalce-229	42	13	,	,	PUNCT
globalce-229	42	14	particularly	particularly	ADV
globalce-229	42	15	with	with	ADP
globalce-229	42	16	integration	integration	NOUN
globalce-229	42	17	and	and	CCONJ
globalce-229	42	18	functionality	functionality	NOUN
globalce-229	42	19	.	.	PUNCT
globalce-229	43	1	social	social	ADJ
globalce-229	43	2	desirability	desirability	NOUN
globalce-229	43	3	and	and	CCONJ
globalce-229	43	4	social	social	ADJ
globalce-229	43	5	support	support	NOUN
globalce-229	43	6	are	be	AUX
globalce-229	43	7	factors	factor	NOUN
globalce-229	43	8	that	that	PRON
globalce-229	43	9	contribute	contribute	VERB
globalce-229	43	10	to	to	ADP
globalce-229	43	11	positive	positive	ADJ
globalce-229	43	12	mental	mental	ADJ
globalce-229	43	13	health	health	NOUN
globalce-229	43	14	outcomes	outcome	NOUN
globalce-229	43	15	.	.	PUNCT
globalce-229	44	1	similarly	similarly	ADV
globalce-229	44	2	,	,	PUNCT
globalce-229	44	3	a	a	DET
globalce-229	44	4	need	need	NOUN
globalce-229	44	5	to	to	PART
globalce-229	44	6	belong	belong	VERB
globalce-229	44	7	,	,	PUNCT
globalce-229	44	8	which	which	PRON
globalce-229	44	9	is	be	AUX
globalce-229	44	10	heightened	heighten	VERB
globalce-229	44	11	among	among	ADP
globalce-229	44	12	young	young	ADJ
globalce-229	44	13	adults	adult	NOUN
globalce-229	44	14	,	,	PUNCT
globalce-229	44	15	is	be	AUX
globalce-229	44	16	associated	associate	VERB
globalce-229	44	17	with	with	ADP
globalce-229	44	18	negative	negative	ADJ
globalce-229	44	19	outcomes	outcome	NOUN
globalce-229	44	20	.	.	PUNCT
globalce-229	45	1	thus	thus	ADV
globalce-229	45	2	,	,	PUNCT
globalce-229	45	3	looking	look	VERB
globalce-229	45	4	at	at	ADP
globalce-229	45	5	the	the	DET
globalce-229	45	6	current	current	ADJ
globalce-229	45	7	landscape	landscape	NOUN
globalce-229	45	8	of	of	ADP
globalce-229	45	9	mental	mental	ADJ
globalce-229	45	10	health	health	NOUN
globalce-229	45	11	issues	issue	NOUN
globalce-229	45	12	,	,	PUNCT
globalce-229	45	13	it	it	PRON
globalce-229	45	14	is	be	AUX
globalce-229	45	15	clear	clear	ADJ
globalce-229	45	16	that	that	SCONJ
globalce-229	45	17	providing	provide	VERB
globalce-229	45	18	emotional	emotional	ADJ
globalce-229	45	19	support	support	NOUN
globalce-229	45	20	through	through	ADP
globalce-229	45	21	interventions	intervention	NOUN
globalce-229	45	22	can	can	AUX
globalce-229	45	23	help	help	VERB
globalce-229	45	24	people	people	NOUN
globalce-229	45	25	,	,	PUNCT
globalce-229	45	26	but	but	CCONJ
globalce-229	45	27	is	be	AUX
globalce-229	45	28	no	no	DET
globalce-229	45	29	replacement	replacement	NOUN
globalce-229	45	30	for	for	ADP
globalce-229	45	31	a	a	DET
globalce-229	45	32	true	true	ADJ
globalce-229	45	33	emotional	emotional	ADJ
globalce-229	45	34	connection	connection	NOUN
globalce-229	45	35	with	with	ADP
globalce-229	45	36	others	other	NOUN
globalce-229	45	37	.	.	PUNCT
globalce-229	46	1	it	it	PRON
globalce-229	46	2	can	can	AUX
globalce-229	46	3	serve	serve	VERB
globalce-229	46	4	to	to	PART
globalce-229	46	5	help	help	VERB
globalce-229	46	6	people	people	NOUN
globalce-229	46	7	deal	deal	VERB
globalce-229	46	8	with	with	ADP
globalce-229	46	9	issues	issue	NOUN
globalce-229	46	10	in	in	ADP
globalce-229	46	11	a	a	DET
globalce-229	46	12	healthier	healthy	ADJ
globalce-229	46	13	way	way	NOUN
globalce-229	46	14	,	,	PUNCT
globalce-229	46	15	leading	lead	VERB
globalce-229	46	16	to	to	ADP
globalce-229	46	17	better	well	ADJ
globalce-229	46	18	outcomes	outcome	NOUN
globalce-229	46	19	.	.	PUNCT
globalce-229	47	1	another	another	DET
globalce-229	47	2	study	study	NOUN
globalce-229	47	3	aimed	aim	VERB
globalce-229	47	4	to	to	PART
globalce-229	47	5	evaluate	evaluate	VERB
globalce-229	47	6	the	the	DET
globalce-229	47	7	effectiveness	effectiveness	NOUN
globalce-229	47	8	of	of	ADP
globalce-229	47	9	chatgpt	chatgpt	NOUN
globalce-229	47	10	in	in	ADP
globalce-229	47	11	providing	provide	VERB
globalce-229	47	12	mental	mental	ADJ
globalce-229	47	13	health	health	NOUN
globalce-229	47	14	support	support	NOUN
globalce-229	47	15	,	,	PUNCT
globalce-229	47	16	with	with	ADP
globalce-229	47	17	a	a	DET
globalce-229	47	18	particular	particular	ADJ
globalce-229	47	19	focus	focus	NOUN
globalce-229	47	20	on	on	ADP
globalce-229	47	21	anxiety	anxiety	NOUN
globalce-229	47	22	and	and	CCONJ
globalce-229	47	23	depression	depression	NOUN
globalce-229	47	24	.	.	PUNCT
globalce-229	48	1	the	the	DET
globalce-229	48	2	primary	primary	ADJ
globalce-229	48	3	objective	objective	NOUN
globalce-229	48	4	was	be	AUX
globalce-229	48	5	to	to	PART
globalce-229	48	6	assess	assess	VERB
globalce-229	48	7	the	the	DET
globalce-229	48	8	quality	quality	NOUN
globalce-229	48	9	of	of	ADP
globalce-229	48	10	responses	response	NOUN
globalce-229	48	11	generated	generate	VERB
globalce-229	48	12	by	by	ADP
globalce-229	48	13	chatgpt	chatgpt	NOUN
globalce-229	48	14	to	to	ADP
globalce-229	48	15	user	user	NOUN
globalce-229	48	16	queries	query	NOUN
globalce-229	48	17	related	relate	VERB
globalce-229	48	18	to	to	ADP
globalce-229	48	19	these	these	DET
globalce-229	48	20	mental	mental	ADJ
globalce-229	48	21	health	health	NOUN
globalce-229	48	22	conditions	condition	NOUN
globalce-229	48	23	.	.	PUNCT
globalce-229	49	1	the	the	DET
globalce-229	49	2	study	study	NOUN
globalce-229	49	3	specifically	specifically	ADV
globalce-229	49	4	analyzed	analyze	VERB
globalce-229	49	5	the	the	DET
globalce-229	49	6	model	model	NOUN
globalce-229	49	7	's	's	PART
globalce-229	49	8	responses	response	NOUN
globalce-229	49	9	to	to	ADP
globalce-229	49	10	three	three	NUM
globalce-229	49	11	queries	query	NOUN
globalce-229	49	12	:	:	PUNCT
globalce-229	49	13	two	two	NUM
globalce-229	49	14	relating	relate	VERB
globalce-229	49	15	to	to	ADP
globalce-229	49	16	anxiety	anxiety	NOUN
globalce-229	49	17	management	management	NOUN
globalce-229	49	18	and	and	CCONJ
globalce-229	49	19	medication	medication	NOUN
globalce-229	49	20	,	,	PUNCT
globalce-229	49	21	and	and	CCONJ
globalce-229	49	22	a	a	DET
globalce-229	49	23	third	third	ADJ
globalce-229	49	24	regarding	regard	VERB
globalce-229	49	25	alternative	alternative	ADJ
globalce-229	49	26	treatment	treatment	NOUN
globalce-229	49	27	options	option	NOUN
globalce-229	49	28	.	.	PUNCT
globalce-229	50	1	moreover	moreover	ADV
globalce-229	50	2	,	,	PUNCT
globalce-229	50	3	the	the	DET
globalce-229	50	4	study	study	NOUN
globalce-229	50	5	examined	examine	VERB
globalce-229	50	6	the	the	DET
globalce-229	50	7	51	51	NUM
globalce-229	50	8	j	j	PROPN
globalce-229	50	9	global	global	ADJ
globalce-229	50	10	clinical	clinical	ADJ
globalce-229	50	11	engineering	engineering	NOUN
globalce-229	50	12	vol.7	vol.7	PROPN
globalce-229	50	13	issue	issue	NOUN
globalce-229	50	14	2	2	NUM
globalce-229	50	15	:	:	PUNCT
globalce-229	50	16	2025	2025	NUM
globalce-229	50	17	p.	p.	NOUN
globalce-229	50	18	kumar	kumar	PROPN
globalce-229	50	19	,	,	PUNCT
globalce-229	50	20	a.	a.	PROPN
globalce-229	50	21	kumar	kumar	PROPN
globalce-229	50	22	,	,	PUNCT
globalce-229	50	23	prasanna	prasanna	PROPN
globalce-229	50	24	:	:	PUNCT
globalce-229	50	25	case	case	NOUN
globalce-229	50	26	study	study	NOUN
globalce-229	50	27	:	:	PUNCT
globalce-229	50	28	augmented	augment	VERB
globalce-229	50	29	reality	reality	NOUN
globalce-229	50	30	enabled	enable	VERB
globalce-229	50	31	mental	mental	ADJ
globalce-229	50	32	health	health	NOUN
globalce-229	50	33	chatbot	chatbot	NOUN
globalce-229	50	34	consistency	consistency	NOUN
globalce-229	50	35	and	and	CCONJ
globalce-229	50	36	reliability	reliability	NOUN
globalce-229	50	37	of	of	ADP
globalce-229	50	38	chatgpt	chatgpt	NOUN
globalce-229	50	39	’s	’s	PART
globalce-229	50	40	responses	response	NOUN
globalce-229	50	41	across	across	ADP
globalce-229	50	42	successive	successive	ADJ
globalce-229	50	43	interactions	interaction	NOUN
globalce-229	50	44	.	.	PUNCT
globalce-229	51	1	it	it	PRON
globalce-229	51	2	was	be	AUX
globalce-229	51	3	found	find	VERB
globalce-229	51	4	that	that	SCONJ
globalce-229	51	5	chatgpt	chatgpt	NOUN
globalce-229	51	6	did	do	AUX
globalce-229	51	7	not	not	PART
globalce-229	51	8	provide	provide	VERB
globalce-229	51	9	information	information	NOUN
globalce-229	51	10	about	about	ADP
globalce-229	51	11	medication.3	medication.3	PROPN
globalce-229	51	12	some	some	DET
globalce-229	51	13	advantages	advantage	NOUN
globalce-229	51	14	include	include	VERB
globalce-229	51	15	its	its	PRON
globalce-229	51	16	ability	ability	NOUN
globalce-229	51	17	to	to	PART
globalce-229	51	18	offer	offer	VERB
globalce-229	51	19	personalized	personalized	ADJ
globalce-229	51	20	advice	advice	NOUN
globalce-229	51	21	based	base	VERB
globalce-229	51	22	on	on	ADP
globalce-229	51	23	a	a	DET
globalce-229	51	24	person	person	NOUN
globalce-229	51	25	's	's	PART
globalce-229	51	26	history	history	NOUN
globalce-229	51	27	,	,	PUNCT
globalce-229	51	28	improved	improve	VERB
globalce-229	51	29	accessibility	accessibility	NOUN
globalce-229	51	30	in	in	ADP
globalce-229	51	31	remote	remote	ADJ
globalce-229	51	32	locations	location	NOUN
globalce-229	51	33	,	,	PUNCT
globalce-229	51	34	and	and	CCONJ
globalce-229	51	35	lower	low	ADJ
globalce-229	51	36	costs	cost	NOUN
globalce-229	51	37	compared	compare	VERB
globalce-229	51	38	to	to	ADP
globalce-229	51	39	traditional	traditional	ADJ
globalce-229	51	40	therapy	therapy	NOUN
globalce-229	51	41	.	.	PUNCT
globalce-229	52	1	however	however	ADV
globalce-229	52	2	,	,	PUNCT
globalce-229	52	3	the	the	DET
globalce-229	52	4	information	information	NOUN
globalce-229	52	5	must	must	AUX
globalce-229	52	6	be	be	AUX
globalce-229	52	7	cross	cros	VERB
globalce-229	52	8	-	-	VERB
globalce-229	52	9	checked	check	VERB
globalce-229	52	10	with	with	ADP
globalce-229	52	11	professionals	professional	NOUN
globalce-229	52	12	due	due	ADP
globalce-229	52	13	to	to	ADP
globalce-229	52	14	some	some	DET
globalce-229	52	15	inconsistencies	inconsistency	NOUN
globalce-229	52	16	,	,	PUNCT
globalce-229	52	17	and	and	CCONJ
globalce-229	52	18	it	it	PRON
globalce-229	52	19	can	can	AUX
globalce-229	52	20	not	not	PART
globalce-229	52	21	substitute	substitute	VERB
globalce-229	52	22	for	for	ADP
globalce-229	52	23	mental	mental	ADJ
globalce-229	52	24	health	health	NOUN
globalce-229	52	25	care	care	NOUN
globalce-229	52	26	.	.	PUNCT
globalce-229	53	1	the	the	DET
globalce-229	53	2	model	model	NOUN
globalce-229	53	3	also	also	ADV
globalce-229	53	4	can	can	AUX
globalce-229	53	5	not	not	PART
globalce-229	53	6	provide	provide	VERB
globalce-229	53	7	prescriptions	prescription	NOUN
globalce-229	53	8	.	.	PUNCT
globalce-229	54	1	chatgpt	chatgpt	NOUN
globalce-229	54	2	’s	’s	PART
globalce-229	54	3	responses	response	NOUN
globalce-229	54	4	to	to	ADP
globalce-229	54	5	prompts	prompt	NOUN
globalce-229	54	6	can	can	AUX
globalce-229	54	7	be	be	AUX
globalce-229	54	8	inappropriate	inappropriate	ADJ
globalce-229	54	9	,	,	PUNCT
globalce-229	54	10	possibly	possibly	ADV
globalce-229	54	11	due	due	ADP
globalce-229	54	12	to	to	ADP
globalce-229	54	13	the	the	DET
globalce-229	54	14	type	type	NOUN
globalce-229	54	15	of	of	ADP
globalce-229	54	16	questions	question	NOUN
globalce-229	54	17	being	be	AUX
globalce-229	54	18	asked	ask	VERB
globalce-229	54	19	.	.	PUNCT
globalce-229	55	1	thus	thus	ADV
globalce-229	55	2	,	,	PUNCT
globalce-229	55	3	while	while	SCONJ
globalce-229	55	4	chatgpt	chatgpt	NOUN
globalce-229	55	5	is	be	AUX
globalce-229	55	6	useful	useful	ADJ
globalce-229	55	7	,	,	PUNCT
globalce-229	55	8	the	the	DET
globalce-229	55	9	model	model	NOUN
globalce-229	55	10	developed	develop	VERB
globalce-229	55	11	for	for	ADP
globalce-229	55	12	the	the	DET
globalce-229	55	13	user	user	NOUN
globalce-229	55	14	must	must	AUX
globalce-229	55	15	address	address	VERB
globalce-229	55	16	its	its	PRON
globalce-229	55	17	shortcomings	shortcoming	NOUN
globalce-229	55	18	in	in	ADP
globalce-229	55	19	some	some	DET
globalce-229	55	20	way	way	NOUN
globalce-229	55	21	.	.	PUNCT
globalce-229	56	1	yang	yang	PROPN
globalce-229	56	2	et	et	PROPN
globalce-229	56	3	al.4	al.4	PROPN
globalce-229	56	4	investigated	investigate	VERB
globalce-229	56	5	the	the	DET
globalce-229	56	6	capabilities	capability	NOUN
globalce-229	56	7	of	of	ADP
globalce-229	56	8	large	large	ADJ
globalce-229	56	9	language	language	NOUN
globalce-229	56	10	models	model	NOUN
globalce-229	56	11	(	(	PUNCT
globalce-229	56	12	llms	llm	NOUN
globalce-229	56	13	)	)	PUNCT
globalce-229	56	14	within	within	ADP
globalce-229	56	15	the	the	DET
globalce-229	56	16	healthcare	healthcare	NOUN
globalce-229	56	17	domain	domain	NOUN
globalce-229	56	18	,	,	PUNCT
globalce-229	56	19	focusing	focus	VERB
globalce-229	56	20	on	on	ADP
globalce-229	56	21	both	both	PRON
globalce-229	56	22	their	their	PRON
globalce-229	56	23	potential	potential	ADJ
globalce-229	56	24	applications	application	NOUN
globalce-229	56	25	and	and	CCONJ
globalce-229	56	26	inherent	inherent	ADJ
globalce-229	56	27	limitations	limitation	NOUN
globalce-229	56	28	.	.	PUNCT
globalce-229	57	1	the	the	DET
globalce-229	57	2	primary	primary	ADJ
globalce-229	57	3	goal	goal	NOUN
globalce-229	57	4	was	be	AUX
globalce-229	57	5	to	to	PART
globalce-229	57	6	assess	assess	VERB
globalce-229	57	7	the	the	DET
globalce-229	57	8	effectiveness	effectiveness	NOUN
globalce-229	57	9	of	of	ADP
globalce-229	57	10	general	general	ADJ
globalce-229	57	11	llms	llm	NOUN
globalce-229	57	12	in	in	ADP
globalce-229	57	13	healthcare	healthcare	NOUN
globalce-229	57	14	settings	setting	NOUN
globalce-229	57	15	and	and	CCONJ
globalce-229	57	16	to	to	PART
globalce-229	57	17	identify	identify	VERB
globalce-229	57	18	areas	area	NOUN
globalce-229	57	19	where	where	SCONJ
globalce-229	57	20	domain	domain	NOUN
globalce-229	57	21	-	-	PUNCT
globalce-229	57	22	specific	specific	ADJ
globalce-229	57	23	models	model	NOUN
globalce-229	57	24	could	could	AUX
globalce-229	57	25	offer	offer	VERB
globalce-229	57	26	improved	improved	ADJ
globalce-229	57	27	performance	performance	NOUN
globalce-229	57	28	.	.	PUNCT
globalce-229	58	1	general	general	ADJ
globalce-229	58	2	-	-	PUNCT
globalce-229	58	3	purpose	purpose	NOUN
globalce-229	58	4	llms	llm	NOUN
globalce-229	58	5	often	often	ADV
globalce-229	58	6	lack	lack	VERB
globalce-229	58	7	the	the	DET
globalce-229	58	8	specialized	specialized	ADJ
globalce-229	58	9	knowledge	knowledge	NOUN
globalce-229	58	10	required	require	VERB
globalce-229	58	11	for	for	ADP
globalce-229	58	12	healthcare	healthcare	NOUN
globalce-229	58	13	applications	application	NOUN
globalce-229	58	14	due	due	ADP
globalce-229	58	15	to	to	ADP
globalce-229	58	16	the	the	DET
globalce-229	58	17	disparity	disparity	NOUN
globalce-229	58	18	between	between	ADP
globalce-229	58	19	the	the	DET
globalce-229	58	20	general	general	ADJ
globalce-229	58	21	text	text	NOUN
globalce-229	58	22	used	use	VERB
globalce-229	58	23	in	in	ADP
globalce-229	58	24	their	their	PRON
globalce-229	58	25	training	training	NOUN
globalce-229	58	26	and	and	CCONJ
globalce-229	58	27	the	the	DET
globalce-229	58	28	professional	professional	ADJ
globalce-229	58	29	,	,	PUNCT
globalce-229	58	30	domain	domain	NOUN
globalce-229	58	31	-	-	PUNCT
globalce-229	58	32	specific	specific	ADJ
globalce-229	58	33	content	content	NOUN
globalce-229	58	34	needed	need	VERB
globalce-229	58	35	for	for	ADP
globalce-229	58	36	clinical	clinical	ADJ
globalce-229	58	37	use	use	NOUN
globalce-229	58	38	.	.	PUNCT
globalce-229	59	1	the	the	DET
globalce-229	59	2	study	study	NOUN
globalce-229	59	3	highlighted	highlight	VERB
globalce-229	59	4	the	the	DET
globalce-229	59	5	promise	promise	NOUN
globalce-229	59	6	of	of	ADP
globalce-229	59	7	domainspecific	domainspecific	NOUN
globalce-229	59	8	llms	llm	NOUN
globalce-229	59	9	.	.	PUNCT
globalce-229	60	1	for	for	ADP
globalce-229	60	2	instance	instance	NOUN
globalce-229	60	3	,	,	PUNCT
globalce-229	60	4	biobert	biobert	PROPN
globalce-229	60	5	was	be	AUX
globalce-229	60	6	developed	develop	VERB
globalce-229	60	7	by	by	ADP
globalce-229	60	8	korea	korea	PROPN
globalce-229	60	9	university	university	PROPN
globalce-229	60	10	and	and	CCONJ
globalce-229	60	11	trained	train	VERB
globalce-229	60	12	on	on	ADP
globalce-229	60	13	pubmed	pubmed	PROPN
globalce-229	60	14	data	data	PROPN
globalce-229	60	15	.	.	PUNCT
globalce-229	61	1	another	another	DET
globalce-229	61	2	example	example	NOUN
globalce-229	61	3	,	,	PUNCT
globalce-229	61	4	scibert	scibert	VERB
globalce-229	61	5	,	,	PUNCT
globalce-229	61	6	was	be	AUX
globalce-229	61	7	created	create	VERB
globalce-229	61	8	by	by	ADP
globalce-229	61	9	the	the	DET
globalce-229	61	10	allen	allen	PROPN
globalce-229	61	11	institute	institute	PROPN
globalce-229	61	12	for	for	ADP
globalce-229	61	13	ai	ai	PROPN
globalce-229	61	14	and	and	CCONJ
globalce-229	61	15	was	be	AUX
globalce-229	61	16	trained	train	VERB
globalce-229	61	17	on	on	ADP
globalce-229	61	18	broad	broad	ADJ
globalce-229	61	19	scientific	scientific	ADJ
globalce-229	61	20	texts	text	NOUN
globalce-229	61	21	from	from	ADP
globalce-229	61	22	semantic	semantic	ADJ
globalce-229	61	23	scholar	scholar	NOUN
globalce-229	61	24	.	.	PUNCT
globalce-229	62	1	similarly	similarly	ADV
globalce-229	62	2	,	,	PUNCT
globalce-229	62	3	pubmedbert	pubmedbert	NOUN
globalce-229	62	4	,	,	PUNCT
globalce-229	62	5	by	by	ADP
globalce-229	62	6	microsoft	microsoft	PROPN
globalce-229	62	7	research	research	PROPN
globalce-229	62	8	,	,	PUNCT
globalce-229	62	9	was	be	AUX
globalce-229	62	10	specifically	specifically	ADV
globalce-229	62	11	trained	train	VERB
globalce-229	62	12	on	on	ADP
globalce-229	62	13	pubmed	pubmed	PROPN
globalce-229	62	14	abstracts	abstract	NOUN
globalce-229	62	15	.	.	PUNCT
globalce-229	63	1	these	these	DET
globalce-229	63	2	models	model	NOUN
globalce-229	63	3	are	be	AUX
globalce-229	63	4	all	all	PRON
globalce-229	63	5	based	base	VERB
globalce-229	63	6	on	on	ADP
globalce-229	63	7	the	the	DET
globalce-229	63	8	bert	bert	NOUN
globalce-229	63	9	architecture	architecture	NOUN
globalce-229	63	10	and	and	CCONJ
globalce-229	63	11	require	require	VERB
globalce-229	63	12	significant	significant	ADJ
globalce-229	63	13	computational	computational	ADJ
globalce-229	63	14	resources	resource	NOUN
globalce-229	63	15	for	for	ADP
globalce-229	63	16	operation	operation	NOUN
globalce-229	63	17	.	.	PUNCT
globalce-229	64	1	despite	despite	SCONJ
globalce-229	64	2	their	their	PRON
globalce-229	64	3	promise	promise	NOUN
globalce-229	64	4	,	,	PUNCT
globalce-229	64	5	the	the	DET
globalce-229	64	6	study	study	NOUN
globalce-229	64	7	acknowledged	acknowledge	VERB
globalce-229	64	8	the	the	DET
globalce-229	64	9	challenges	challenge	NOUN
globalce-229	64	10	that	that	PRON
globalce-229	64	11	remain	remain	VERB
globalce-229	64	12	in	in	ADP
globalce-229	64	13	their	their	PRON
globalce-229	64	14	clinical	clinical	ADJ
globalce-229	64	15	implementation	implementation	NOUN
globalce-229	64	16	.	.	PUNCT
globalce-229	65	1	the	the	DET
globalce-229	65	2	performance	performance	NOUN
globalce-229	65	3	of	of	ADP
globalce-229	65	4	domain	domain	NOUN
globalce-229	65	5	-	-	PUNCT
globalce-229	65	6	specific	specific	ADJ
globalce-229	65	7	llms	llm	NOUN
globalce-229	65	8	was	be	AUX
globalce-229	65	9	found	find	VERB
globalce-229	65	10	to	to	PART
globalce-229	65	11	be	be	AUX
globalce-229	65	12	superior	superior	ADJ
globalce-229	65	13	compared	compare	VERB
globalce-229	65	14	to	to	ADP
globalce-229	65	15	general	general	ADJ
globalce-229	65	16	models	model	NOUN
globalce-229	65	17	,	,	PUNCT
globalce-229	65	18	particularly	particularly	ADV
globalce-229	65	19	in	in	ADP
globalce-229	65	20	patient	patient	ADJ
globalce-229	65	21	interactions	interaction	NOUN
globalce-229	65	22	.	.	PUNCT
globalce-229	66	1	a	a	DET
globalce-229	66	2	tailored	tailor	VERB
globalce-229	66	3	model	model	NOUN
globalce-229	66	4	called	call	VERB
globalce-229	66	5	chatdoctor	chatdoctor	NOUN
globalce-229	66	6	,	,	PUNCT
globalce-229	66	7	which	which	PRON
globalce-229	66	8	is	be	AUX
globalce-229	66	9	a	a	DET
globalce-229	66	10	fine	fine	ADV
globalce-229	66	11	-	-	PUNCT
globalce-229	66	12	tuned	tune	VERB
globalce-229	66	13	large	large	ADJ
globalce-229	66	14	language	language	NOUN
globalce-229	66	15	model	model	NOUN
globalce-229	66	16	based	base	VERB
globalce-229	66	17	on	on	ADP
globalce-229	66	18	llama	llama	NOUN
globalce-229	66	19	and	and	CCONJ
globalce-229	66	20	trained	train	VERB
globalce-229	66	21	on	on	ADP
globalce-229	66	22	100,000	100,000	NUM
globalce-229	66	23	real	real	ADJ
globalce-229	66	24	-	-	PUNCT
globalce-229	66	25	world	world	NOUN
globalce-229	66	26	patient	patient	NOUN
globalce-229	66	27	-	-	PUNCT
globalce-229	66	28	doctor	doctor	NOUN
globalce-229	66	29	dialogues	dialogue	NOUN
globalce-229	66	30	from	from	ADP
globalce-229	66	31	an	an	DET
globalce-229	66	32	online	online	ADJ
globalce-229	66	33	consultation	consultation	NOUN
globalce-229	66	34	platform	platform	NOUN
globalce-229	66	35	,	,	PUNCT
globalce-229	66	36	and	and	CCONJ
globalce-229	66	37	supported	support	VERB
globalce-229	66	38	by	by	ADP
globalce-229	66	39	an	an	DET
globalce-229	66	40	nih	nih	PROPN
globalce-229	66	41	grant	grant	PROPN
globalce-229	66	42	.	.	PUNCT
globalce-229	67	1	it	it	PRON
globalce-229	67	2	demonstrated	demonstrate	VERB
globalce-229	67	3	enhanced	enhanced	ADJ
globalce-229	67	4	efficacy	efficacy	NOUN
globalce-229	67	5	in	in	ADP
globalce-229	67	6	clinical	clinical	ADJ
globalce-229	67	7	settings	setting	NOUN
globalce-229	67	8	.	.	PUNCT
globalce-229	68	1	however	however	ADV
globalce-229	68	2	,	,	PUNCT
globalce-229	68	3	the	the	DET
globalce-229	68	4	study	study	NOUN
globalce-229	68	5	also	also	ADV
globalce-229	68	6	identified	identify	VERB
globalce-229	68	7	significant	significant	ADJ
globalce-229	68	8	challenges	challenge	NOUN
globalce-229	68	9	in	in	ADP
globalce-229	68	10	deploying	deploy	VERB
globalce-229	68	11	llms	llm	NOUN
globalce-229	68	12	in	in	ADP
globalce-229	68	13	healthcare	healthcare	PROPN
globalce-229	68	14	,	,	PUNCT
globalce-229	68	15	particularly	particularly	ADV
globalce-229	68	16	concerning	concern	VERB
globalce-229	68	17	data	datum	NOUN
globalce-229	68	18	integrity	integrity	NOUN
globalce-229	68	19	,	,	PUNCT
globalce-229	68	20	interpretability	interpretability	NOUN
globalce-229	68	21	,	,	PUNCT
globalce-229	68	22	and	and	CCONJ
globalce-229	68	23	the	the	DET
globalce-229	68	24	high	high	ADJ
globalce-229	68	25	costs	cost	NOUN
globalce-229	68	26	associated	associate	VERB
globalce-229	68	27	with	with	ADP
globalce-229	68	28	developing	develop	VERB
globalce-229	68	29	these	these	DET
globalce-229	68	30	models	model	NOUN
globalce-229	68	31	.	.	PUNCT
globalce-229	69	1	the	the	DET
globalce-229	69	2	integration	integration	NOUN
globalce-229	69	3	of	of	ADP
globalce-229	69	4	llms	llm	NOUN
globalce-229	69	5	into	into	ADP
globalce-229	69	6	clinical	clinical	ADJ
globalce-229	69	7	practice	practice	NOUN
globalce-229	69	8	as	as	SCONJ
globalce-229	69	9	supplementary	supplementary	ADJ
globalce-229	69	10	tools	tool	NOUN
globalce-229	69	11	was	be	AUX
globalce-229	69	12	explored	explore	VERB
globalce-229	69	13	,	,	PUNCT
globalce-229	69	14	emphasizing	emphasize	VERB
globalce-229	69	15	the	the	DET
globalce-229	69	16	need	need	NOUN
globalce-229	69	17	for	for	ADP
globalce-229	69	18	improvements	improvement	NOUN
globalce-229	69	19	in	in	ADP
globalce-229	69	20	task	task	NOUN
globalce-229	69	21	optimization	optimization	NOUN
globalce-229	69	22	and	and	CCONJ
globalce-229	69	23	conversational	conversational	ADJ
globalce-229	69	24	assistance	assistance	NOUN
globalce-229	69	25	.	.	PUNCT
globalce-229	70	1	the	the	DET
globalce-229	70	2	challenges	challenge	NOUN
globalce-229	70	3	related	relate	VERB
globalce-229	70	4	to	to	ADP
globalce-229	70	5	interpretability	interpretability	NOUN
globalce-229	70	6	,	,	PUNCT
globalce-229	70	7	data	datum	NOUN
globalce-229	70	8	limitations	limitation	NOUN
globalce-229	70	9	,	,	PUNCT
globalce-229	70	10	and	and	CCONJ
globalce-229	70	11	ethical	ethical	ADJ
globalce-229	70	12	considerations	consideration	NOUN
globalce-229	70	13	must	must	AUX
globalce-229	70	14	be	be	AUX
globalce-229	70	15	addressed	address	VERB
globalce-229	70	16	to	to	PART
globalce-229	70	17	fully	fully	ADV
globalce-229	70	18	realize	realize	VERB
globalce-229	70	19	the	the	DET
globalce-229	70	20	potential	potential	NOUN
globalce-229	70	21	of	of	ADP
globalce-229	70	22	llms	llm	NOUN
globalce-229	70	23	in	in	ADP
globalce-229	70	24	clinical	clinical	ADJ
globalce-229	70	25	practice	practice	NOUN
globalce-229	70	26	.	.	PUNCT
globalce-229	71	1	the	the	DET
globalce-229	71	2	research	research	NOUN
globalce-229	71	3	suggests	suggest	VERB
globalce-229	71	4	that	that	SCONJ
globalce-229	71	5	future	future	ADJ
globalce-229	71	6	efforts	effort	NOUN
globalce-229	71	7	should	should	AUX
globalce-229	71	8	focus	focus	VERB
globalce-229	71	9	on	on	ADP
globalce-229	71	10	optimizing	optimize	VERB
globalce-229	71	11	these	these	DET
globalce-229	71	12	models	model	NOUN
globalce-229	71	13	for	for	ADP
globalce-229	71	14	specific	specific	ADJ
globalce-229	71	15	tasks	task	NOUN
globalce-229	71	16	,	,	PUNCT
globalce-229	71	17	improving	improve	VERB
globalce-229	71	18	data	datum	NOUN
globalce-229	71	19	diversity	diversity	NOUN
globalce-229	71	20	,	,	PUNCT
globalce-229	71	21	and	and	CCONJ
globalce-229	71	22	ensuring	ensure	VERB
globalce-229	71	23	the	the	DET
globalce-229	71	24	accuracy	accuracy	NOUN
globalce-229	71	25	and	and	CCONJ
globalce-229	71	26	reliability	reliability	NOUN
globalce-229	71	27	of	of	ADP
globalce-229	71	28	the	the	DET
globalce-229	71	29	content	content	NOUN
globalce-229	71	30	generated	generate	VERB
globalce-229	71	31	by	by	ADP
globalce-229	71	32	llms	llm	NOUN
globalce-229	71	33	,	,	PUNCT
globalce-229	71	34	particularly	particularly	ADV
globalce-229	71	35	when	when	SCONJ
globalce-229	71	36	crossreferenced	crossreference	VERB
globalce-229	71	37	with	with	ADP
globalce-229	71	38	professional	professional	ADJ
globalce-229	71	39	expertise	expertise	NOUN
globalce-229	71	40	.	.	PUNCT
globalce-229	72	1	user	user	NOUN
globalce-229	72	2	retention	retention	NOUN
globalce-229	72	3	is	be	AUX
globalce-229	72	4	also	also	ADV
globalce-229	72	5	reported	report	VERB
globalce-229	72	6	to	to	PART
globalce-229	72	7	be	be	AUX
globalce-229	72	8	a	a	DET
globalce-229	72	9	critical	critical	ADJ
globalce-229	72	10	factor	factor	NOUN
globalce-229	72	11	,	,	PUNCT
globalce-229	72	12	emphasizing	emphasize	VERB
globalce-229	72	13	the	the	DET
globalce-229	72	14	importance	importance	NOUN
globalce-229	72	15	of	of	ADP
globalce-229	72	16	highly	highly	ADV
globalce-229	72	17	engaging	engaging	ADJ
globalce-229	72	18	interactions	interaction	NOUN
globalce-229	72	19	with	with	ADP
globalce-229	72	20	chatbots	chatbot	NOUN
globalce-229	72	21	.	.	PUNCT
globalce-229	73	1	it	it	PRON
globalce-229	73	2	was	be	AUX
globalce-229	73	3	demonstrated	demonstrate	VERB
globalce-229	73	4	that	that	SCONJ
globalce-229	73	5	inadequate	inadequate	ADJ
globalce-229	73	6	retention	retention	NOUN
globalce-229	73	7	rates	rate	NOUN
globalce-229	73	8	often	often	ADV
globalce-229	73	9	stem	stem	VERB
globalce-229	73	10	from	from	ADP
globalce-229	73	11	a	a	DET
globalce-229	73	12	lack	lack	NOUN
globalce-229	73	13	of	of	ADP
globalce-229	73	14	personalization	personalization	NOUN
globalce-229	73	15	,	,	PUNCT
globalce-229	73	16	which	which	PRON
globalce-229	73	17	impedes	impede	VERB
globalce-229	73	18	the	the	DET
globalce-229	73	19	effectiveness	effectiveness	NOUN
globalce-229	73	20	of	of	ADP
globalce-229	73	21	mental	mental	ADJ
globalce-229	73	22	health	health	NOUN
globalce-229	73	23	apps	app	NOUN
globalce-229	73	24	.	.	PUNCT
globalce-229	74	1	to	to	PART
globalce-229	74	2	address	address	VERB
globalce-229	74	3	these	these	DET
globalce-229	74	4	challenges	challenge	NOUN
globalce-229	74	5	,	,	PUNCT
globalce-229	74	6	the	the	DET
globalce-229	74	7	paper	paper	NOUN
globalce-229	74	8	proposed	propose	VERB
globalce-229	74	9	several	several	ADJ
globalce-229	74	10	solutions	solution	NOUN
globalce-229	74	11	,	,	PUNCT
globalce-229	74	12	including	include	VERB
globalce-229	74	13	the	the	DET
globalce-229	74	14	personalization	personalization	NOUN
globalce-229	74	15	of	of	ADP
globalce-229	74	16	chatbots	chatbot	NOUN
globalce-229	74	17	by	by	ADP
globalce-229	74	18	utilizing	utilize	VERB
globalce-229	74	19	the	the	DET
globalce-229	74	20	user	user	NOUN
globalce-229	74	21	’s	’s	PART
globalce-229	74	22	previous	previous	ADJ
globalce-229	74	23	conversations	conversation	NOUN
globalce-229	74	24	.	.	PUNCT
globalce-229	75	1	additionally	additionally	ADV
globalce-229	75	2	,	,	PUNCT
globalce-229	75	3	incorporating	incorporate	VERB
globalce-229	75	4	peer	peer	NOUN
globalce-229	75	5	communication	communication	NOUN
globalce-229	75	6	methods	method	NOUN
globalce-229	75	7	was	be	AUX
globalce-229	75	8	found	find	VERB
globalce-229	75	9	to	to	PART
globalce-229	75	10	enhance	enhance	VERB
globalce-229	75	11	both	both	DET
globalce-229	75	12	engagement	engagement	NOUN
globalce-229	75	13	and	and	CCONJ
globalce-229	75	14	effectiveness	effectiveness	NOUN
globalce-229	75	15	.	.	PUNCT
globalce-229	76	1	the	the	DET
globalce-229	76	2	developed	develop	VERB
globalce-229	76	3	app	app	NOUN
globalce-229	76	4	should	should	AUX
globalce-229	76	5	adapt	adapt	VERB
globalce-229	76	6	based	base	VERB
globalce-229	76	7	on	on	ADP
globalce-229	76	8	user	user	NOUN
globalce-229	76	9	feedback	feedback	NOUN
globalce-229	76	10	,	,	PUNCT
globalce-229	76	11	with	with	ADP
globalce-229	76	12	the	the	DET
globalce-229	76	13	overall	overall	ADJ
globalce-229	76	14	goal	goal	NOUN
globalce-229	76	15	of	of	ADP
globalce-229	76	16	creating	create	VERB
globalce-229	76	17	a	a	DET
globalce-229	76	18	more	more	ADJ
globalce-229	76	19	user	user	NOUN
globalce-229	76	20	-	-	PUNCT
globalce-229	76	21	centric	centric	ADJ
globalce-229	76	22	,	,	PUNCT
globalce-229	76	23	adaptable	adaptable	ADJ
globalce-229	76	24	,	,	PUNCT
globalce-229	76	25	and	and	CCONJ
globalce-229	76	26	effective	effective	ADJ
globalce-229	76	27	platform	platform	NOUN
globalce-229	76	28	.	.	PUNCT
globalce-229	77	1	in	in	ADP
globalce-229	77	2	another	another	DET
globalce-229	77	3	study	study	NOUN
globalce-229	77	4	,	,	PUNCT
globalce-229	77	5	data	datum	NOUN
globalce-229	77	6	from	from	ADP
globalce-229	77	7	the	the	DET
globalce-229	77	8	chatbot	chatbot	NOUN
globalce-229	77	9	interactions	interaction	NOUN
globalce-229	77	10	,	,	PUNCT
globalce-229	77	11	including	include	VERB
globalce-229	77	12	session	session	NOUN
globalce-229	77	13	details	detail	NOUN
globalce-229	77	14	and	and	CCONJ
globalce-229	77	15	mood	mood	NOUN
globalce-229	77	16	logs	log	NOUN
globalce-229	77	17	,	,	PUNCT
globalce-229	77	18	were	be	AUX
globalce-229	77	19	analyzed	analyze	VERB
globalce-229	77	20	to	to	PART
globalce-229	77	21	extract	extract	VERB
globalce-229	77	22	features	feature	NOUN
globalce-229	77	23	such	such	ADJ
globalce-229	77	24	as	as	ADP
globalce-229	77	25	tenure	tenure	NOUN
globalce-229	77	26	,	,	PUNCT
globalce-229	77	27	mood	mood	NOUN
globalce-229	77	28	logging	log	VERB
globalce-229	77	29	frequency	frequency	NOUN
globalce-229	77	30	,	,	PUNCT
globalce-229	77	31	and	and	CCONJ
globalce-229	77	32	conversation	conversation	NOUN
globalce-229	77	33	interactions	interaction	NOUN
globalce-229	77	34	.	.	PUNCT
globalce-229	78	1	k	k	X
globalce-229	78	2	-	-	PUNCT
globalce-229	78	3	means	mean	VERB
globalce-229	78	4	clustering	clustering	NOUN
globalce-229	78	5	was	be	AUX
globalce-229	78	6	employed	employ	VERB
globalce-229	78	7	to	to	PART
globalce-229	78	8	categorize	categorize	VERB
globalce-229	78	9	users	user	NOUN
globalce-229	78	10	into	into	ADP
globalce-229	78	11	three	three	NUM
globalce-229	78	12	groups	group	NOUN
globalce-229	78	13	:	:	PUNCT
globalce-229	78	14	abandoning	abandon	VERB
globalce-229	78	15	,	,	PUNCT
globalce-229	78	16	frequent	frequent	ADJ
globalce-229	78	17	transient	transient	NOUN
globalce-229	78	18	,	,	PUNCT
globalce-229	78	19	and	and	CCONJ
globalce-229	78	20	sporadic	sporadic	ADJ
globalce-229	78	21	users	user	NOUN
globalce-229	78	22	.	.	PUNCT
globalce-229	79	1	this	this	DET
globalce-229	79	2	analysis	analysis	NOUN
globalce-229	79	3	compared	compare	VERB
globalce-229	79	4	user	user	NOUN
globalce-229	79	5	behaviors	behavior	NOUN
globalce-229	79	6	,	,	PUNCT
globalce-229	79	7	engagement	engagement	NOUN
globalce-229	79	8	,	,	PUNCT
globalce-229	79	9	and	and	CCONJ
globalce-229	79	10	retention	retention	NOUN
globalce-229	79	11	metrics	metric	NOUN
globalce-229	79	12	with	with	ADP
globalce-229	79	13	those	those	PRON
globalce-229	79	14	of	of	ADP
globalce-229	79	15	other	other	ADJ
globalce-229	79	16	mental	mental	ADJ
globalce-229	79	17	health	health	NOUN
globalce-229	79	18	apps	app	NOUN
globalce-229	79	19	.	.	PUNCT
globalce-229	80	1	the	the	DET
globalce-229	80	2	study	study	NOUN
globalce-229	80	3	emphasizes	emphasize	VERB
globalce-229	80	4	the	the	DET
globalce-229	80	5	importance	importance	NOUN
globalce-229	80	6	of	of	ADP
globalce-229	80	7	high	high	ADJ
globalce-229	80	8	engagement	engagement	NOUN
globalce-229	80	9	and	and	CCONJ
globalce-229	80	10	retention	retention	NOUN
globalce-229	80	11	metrics	metric	NOUN
globalce-229	80	12	and	and	CCONJ
globalce-229	80	13	the	the	DET
globalce-229	80	14	need	need	NOUN
globalce-229	80	15	for	for	ADP
globalce-229	80	16	personalized	personalized	ADJ
globalce-229	80	17	user	user	NOUN
globalce-229	80	18	experiences.5	experiences.5	NOUN
globalce-229	81	1	the	the	DET
globalce-229	81	2	effectiveness	effectiveness	NOUN
globalce-229	81	3	of	of	ADP
globalce-229	81	4	the	the	DET
globalce-229	81	5	chatbot	chatbot	NOUN
globalce-229	81	6	heavily	heavily	ADV
globalce-229	81	7	depends	depend	VERB
globalce-229	81	8	on	on	ADP
globalce-229	81	9	the	the	DET
globalce-229	81	10	underlying	underlie	VERB
globalce-229	81	11	language	language	NOUN
globalce-229	81	12	model	model	NOUN
globalce-229	81	13	that	that	PRON
globalce-229	81	14	powers	power	VERB
globalce-229	81	15	it	it	PRON
globalce-229	81	16	.	.	PUNCT
globalce-229	82	1	llama	llama	PROPN
globalce-229	82	2	2	2	NUM
globalce-229	82	3	,	,	PUNCT
globalce-229	82	4	an	an	DET
globalce-229	82	5	advanced	advanced	ADJ
globalce-229	82	6	open	open	ADJ
globalce-229	82	7	-	-	PUNCT
globalce-229	82	8	source	source	NOUN
globalce-229	82	9	language	language	NOUN
globalce-229	82	10	model	model	NOUN
globalce-229	82	11	from	from	ADP
globalce-229	82	12	meta	meta	PROPN
globalce-229	82	13	ai	ai	NOUN
globalce-229	82	14	,	,	PUNCT
globalce-229	82	15	can	can	AUX
globalce-229	82	16	generate	generate	VERB
globalce-229	82	17	text	text	NOUN
globalce-229	82	18	similar	similar	ADJ
globalce-229	82	19	to	to	ADP
globalce-229	82	20	that	that	PRON
globalce-229	82	21	of	of	ADP
globalce-229	82	22	a	a	DET
globalce-229	82	23	human	human	NOUN
globalce-229	82	24	and	and	CCONJ
globalce-229	82	25	is	be	AUX
globalce-229	82	26	useful	useful	ADJ
globalce-229	82	27	p.	p.	PROPN
globalce-229	82	28	kumar	kumar	PROPN
globalce-229	82	29	,	,	PUNCT
globalce-229	82	30	a.	a.	PROPN
globalce-229	82	31	kumar	kumar	PROPN
globalce-229	82	32	,	,	PUNCT
globalce-229	82	33	prasanna	prasanna	PROPN
globalce-229	82	34	:	:	PUNCT
globalce-229	82	35	case	case	NOUN
globalce-229	82	36	study	study	NOUN
globalce-229	82	37	:	:	PUNCT
globalce-229	82	38	augmented	augment	VERB
globalce-229	82	39	reality	reality	NOUN
globalce-229	82	40	enabled	enable	VERB
globalce-229	82	41	mental	mental	ADJ
globalce-229	82	42	health	health	NOUN
globalce-229	82	43	chatbot	chatbot	NOUN
globalce-229	82	44	j	j	PROPN
globalce-229	83	1	global	global	ADJ
globalce-229	83	2	clinical	clinical	ADJ
globalce-229	83	3	engineering	engineering	NOUN
globalce-229	83	4	vol.7	vol.7	PROPN
globalce-229	83	5	issue	issue	NOUN
globalce-229	83	6	2	2	NUM
globalce-229	83	7	:	:	PUNCT
globalce-229	83	8	2025	2025	NUM
globalce-229	83	9	52	52	NUM
globalce-229	83	10	mental	mental	ADJ
globalce-229	83	11	health	health	NOUN
globalce-229	83	12	professionals	professional	NOUN
globalce-229	83	13	use	use	VERB
globalce-229	83	14	screening	screen	VERB
globalce-229	83	15	questionnaires	questionnaire	NOUN
globalce-229	83	16	(	(	PUNCT
globalce-229	83	17	sqs	sqs	PROPN
globalce-229	83	18	)	)	PUNCT
globalce-229	83	19	to	to	PART
globalce-229	83	20	identify	identify	VERB
globalce-229	83	21	symptom	symptom	NOUN
globalce-229	83	22	areas	area	NOUN
globalce-229	83	23	that	that	PRON
globalce-229	83	24	require	require	VERB
globalce-229	83	25	further	further	ADJ
globalce-229	83	26	exploration	exploration	NOUN
globalce-229	83	27	.	.	PUNCT
globalce-229	84	1	regular	regular	ADJ
globalce-229	84	2	screening	screening	NOUN
globalce-229	84	3	can	can	AUX
globalce-229	84	4	enable	enable	VERB
globalce-229	84	5	the	the	DET
globalce-229	84	6	early	early	ADJ
globalce-229	84	7	identification	identification	NOUN
globalce-229	84	8	of	of	ADP
globalce-229	84	9	individuals	individual	NOUN
globalce-229	84	10	in	in	ADP
globalce-229	84	11	high	high	ADJ
globalce-229	84	12	-	-	PUNCT
globalce-229	84	13	stress	stress	NOUN
globalce-229	84	14	professions	profession	NOUN
globalce-229	84	15	who	who	PRON
globalce-229	84	16	may	may	AUX
globalce-229	84	17	require	require	VERB
globalce-229	84	18	mental	mental	ADJ
globalce-229	84	19	health	health	NOUN
globalce-229	84	20	support	support	NOUN
globalce-229	84	21	.	.	PUNCT
globalce-229	85	1	data	datum	NOUN
globalce-229	85	2	indicate	indicate	VERB
globalce-229	85	3	that	that	SCONJ
globalce-229	85	4	a	a	DET
globalce-229	85	5	significant	significant	ADJ
globalce-229	85	6	percentage	percentage	NOUN
globalce-229	85	7	of	of	ADP
globalce-229	85	8	public	public	ADJ
globalce-229	85	9	safety	safety	NOUN
globalce-229	85	10	personnel	personnel	NOUN
globalce-229	85	11	screen	screen	NOUN
globalce-229	85	12	positive	positive	ADJ
globalce-229	85	13	for	for	ADP
globalce-229	85	14	at	at	ADV
globalce-229	85	15	least	least	ADV
globalce-229	85	16	one	one	NUM
globalce-229	85	17	mental	mental	ADJ
globalce-229	85	18	health	health	NOUN
globalce-229	85	19	disorder	disorder	NOUN
globalce-229	85	20	,	,	PUNCT
globalce-229	85	21	highlighting	highlight	VERB
globalce-229	85	22	the	the	DET
globalce-229	85	23	advantages	advantage	NOUN
globalce-229	85	24	of	of	ADP
globalce-229	85	25	frequent	frequent	ADJ
globalce-229	85	26	screening.9	screening.9	PROPN
globalce-229	85	27	integrating	integrate	VERB
globalce-229	85	28	llms	llm	NOUN
globalce-229	85	29	into	into	ADP
globalce-229	85	30	chatbots	chatbot	NOUN
globalce-229	85	31	could	could	AUX
globalce-229	85	32	enhance	enhance	VERB
globalce-229	85	33	their	their	PRON
globalce-229	85	34	ability	ability	NOUN
globalce-229	85	35	to	to	PART
globalce-229	85	36	provide	provide	VERB
globalce-229	85	37	tailored	tailored	ADJ
globalce-229	85	38	support	support	NOUN
globalce-229	85	39	,	,	PUNCT
globalce-229	85	40	especially	especially	ADV
globalce-229	85	41	when	when	SCONJ
globalce-229	85	42	fine	fine	ADV
globalce-229	85	43	-	-	PUNCT
globalce-229	85	44	tuned	tune	VERB
globalce-229	85	45	for	for	ADP
globalce-229	85	46	specific	specific	ADJ
globalce-229	85	47	screening	screening	NOUN
globalce-229	85	48	tasks	task	NOUN
globalce-229	85	49	within	within	ADP
globalce-229	85	50	high	high	ADJ
globalce-229	85	51	-	-	PUNCT
globalce-229	85	52	stress	stress	NOUN
globalce-229	85	53	populations	population	NOUN
globalce-229	85	54	.	.	PUNCT
globalce-229	86	1	incorporating	incorporate	VERB
globalce-229	86	2	virtual	virtual	ADJ
globalce-229	86	3	reality	reality	NOUN
globalce-229	86	4	(	(	PUNCT
globalce-229	86	5	vr	vr	NOUN
globalce-229	86	6	)	)	PUNCT
globalce-229	86	7	and	and	CCONJ
globalce-229	86	8	augmented	augment	VERB
globalce-229	86	9	reality	reality	NOUN
globalce-229	86	10	(	(	PUNCT
globalce-229	86	11	ar	ar	NOUN
globalce-229	86	12	)	)	PUNCT
globalce-229	86	13	into	into	ADP
globalce-229	86	14	mental	mental	ADJ
globalce-229	86	15	health	health	NOUN
globalce-229	86	16	interventions	intervention	NOUN
globalce-229	86	17	offers	offer	VERB
globalce-229	86	18	a	a	DET
globalce-229	86	19	transformative	transformative	ADJ
globalce-229	86	20	approach	approach	NOUN
globalce-229	86	21	to	to	ADP
globalce-229	86	22	enhancing	enhance	VERB
globalce-229	86	23	user	user	NOUN
globalce-229	86	24	engagement	engagement	NOUN
globalce-229	86	25	and	and	CCONJ
globalce-229	86	26	interaction	interaction	NOUN
globalce-229	86	27	.	.	PUNCT
globalce-229	87	1	they	they	PRON
globalce-229	87	2	can	can	AUX
globalce-229	87	3	improve	improve	VERB
globalce-229	87	4	access	access	NOUN
globalce-229	87	5	to	to	ADP
globalce-229	87	6	and	and	CCONJ
globalce-229	87	7	availability	availability	NOUN
globalce-229	87	8	of	of	ADP
globalce-229	87	9	therapy	therapy	NOUN
globalce-229	87	10	due	due	ADP
globalce-229	87	11	to	to	ADP
globalce-229	87	12	their	their	PRON
globalce-229	87	13	personalized	personalized	ADJ
globalce-229	87	14	nature	nature	NOUN
globalce-229	87	15	.	.	PUNCT
globalce-229	88	1	proper	proper	ADJ
globalce-229	88	2	training	training	NOUN
globalce-229	88	3	for	for	ADP
globalce-229	88	4	mental	mental	ADJ
globalce-229	88	5	health	health	NOUN
globalce-229	88	6	professionals	professional	NOUN
globalce-229	88	7	,	,	PUNCT
globalce-229	88	8	rigorous	rigorous	ADJ
globalce-229	88	9	scientific	scientific	ADJ
globalce-229	88	10	research	research	NOUN
globalce-229	88	11	,	,	PUNCT
globalce-229	88	12	and	and	CCONJ
globalce-229	88	13	strict	strict	ADJ
globalce-229	88	14	adherence	adherence	NOUN
globalce-229	88	15	to	to	ADP
globalce-229	88	16	data	datum	NOUN
globalce-229	88	17	privacy	privacy	NOUN
globalce-229	88	18	and	and	CCONJ
globalce-229	88	19	ethical	ethical	ADJ
globalce-229	88	20	guidelines	guideline	NOUN
globalce-229	88	21	are	be	AUX
globalce-229	88	22	essential	essential	ADJ
globalce-229	88	23	for	for	ADP
globalce-229	88	24	the	the	DET
globalce-229	88	25	responsible	responsible	ADJ
globalce-229	88	26	use	use	NOUN
globalce-229	88	27	of	of	ADP
globalce-229	88	28	mental	mental	ADJ
globalce-229	88	29	health	health	NOUN
globalce-229	88	30	apps	app	NOUN
globalce-229	88	31	,	,	PUNCT
globalce-229	88	32	making	make	VERB
globalce-229	88	33	them	they	PRON
globalce-229	88	34	more	more	ADV
globalce-229	88	35	engaging	engaging	ADJ
globalce-229	88	36	,	,	PUNCT
globalce-229	88	37	targeted	target	VERB
globalce-229	88	38	,	,	PUNCT
globalce-229	88	39	and	and	CCONJ
globalce-229	88	40	therapeutically	therapeutically	ADV
globalce-229	88	41	effective	effective	ADJ
globalce-229	88	42	.	.	PUNCT
globalce-229	89	1	integrating	integrate	VERB
globalce-229	89	2	augmented	augment	VERB
globalce-229	89	3	reality	reality	NOUN
globalce-229	89	4	(	(	PUNCT
globalce-229	89	5	ar	ar	NOUN
globalce-229	89	6	)	)	PUNCT
globalce-229	89	7	into	into	ADP
globalce-229	89	8	chatbot	chatbot	NOUN
globalce-229	89	9	platforms	platform	NOUN
globalce-229	89	10	represents	represent	VERB
globalce-229	89	11	a	a	DET
globalce-229	89	12	promising	promising	ADJ
globalce-229	89	13	advancement	advancement	NOUN
globalce-229	89	14	in	in	ADP
globalce-229	89	15	mental	mental	ADJ
globalce-229	89	16	health	health	NOUN
globalce-229	89	17	care	care	NOUN
globalce-229	89	18	.	.	PUNCT
globalce-229	90	1	current	current	ADJ
globalce-229	90	2	mental	mental	ADJ
globalce-229	90	3	health	health	NOUN
globalce-229	90	4	chatbots	chatbot	NOUN
globalce-229	90	5	,	,	PUNCT
globalce-229	90	6	while	while	SCONJ
globalce-229	90	7	offering	offer	VERB
globalce-229	90	8	useful	useful	ADJ
globalce-229	90	9	features	feature	NOUN
globalce-229	90	10	,	,	PUNCT
globalce-229	90	11	have	have	VERB
globalce-229	90	12	limitations	limitation	NOUN
globalce-229	90	13	.	.	PUNCT
globalce-229	91	1	one	one	NUM
globalce-229	91	2	major	major	ADJ
globalce-229	91	3	bottleneck	bottleneck	NOUN
globalce-229	91	4	is	be	AUX
globalce-229	91	5	the	the	DET
globalce-229	91	6	need	need	NOUN
globalce-229	91	7	to	to	PART
globalce-229	91	8	ensure	ensure	VERB
globalce-229	91	9	data	datum	NOUN
globalce-229	91	10	privacy	privacy	NOUN
globalce-229	91	11	,	,	PUNCT
globalce-229	91	12	especially	especially	ADV
globalce-229	91	13	since	since	SCONJ
globalce-229	91	14	chatbots	chatbot	NOUN
globalce-229	91	15	that	that	PRON
globalce-229	91	16	provide	provide	VERB
globalce-229	91	17	personalized	personalized	ADJ
globalce-229	91	18	suggestions	suggestion	NOUN
globalce-229	91	19	must	must	AUX
globalce-229	91	20	store	store	VERB
globalce-229	91	21	previous	previous	ADJ
globalce-229	91	22	user	user	NOUN
globalce-229	91	23	interactions.2	interactions.2	NOUN
globalce-229	91	24	ensuring	ensure	VERB
globalce-229	91	25	that	that	SCONJ
globalce-229	91	26	user	user	NOUN
globalce-229	91	27	data	datum	NOUN
globalce-229	91	28	is	be	AUX
globalce-229	91	29	protected	protect	VERB
globalce-229	91	30	from	from	ADP
globalce-229	91	31	unauthorized	unauthorized	ADJ
globalce-229	91	32	use	use	NOUN
globalce-229	91	33	is	be	AUX
globalce-229	91	34	crucial	crucial	ADJ
globalce-229	91	35	for	for	ADP
globalce-229	91	36	trust	trust	NOUN
globalce-229	91	37	and	and	CCONJ
globalce-229	91	38	widespread	widespread	ADJ
globalce-229	91	39	adoption	adoption	NOUN
globalce-229	91	40	.	.	PUNCT
globalce-229	92	1	another	another	DET
globalce-229	92	2	challenge	challenge	NOUN
globalce-229	92	3	is	be	AUX
globalce-229	92	4	the	the	DET
globalce-229	92	5	need	need	NOUN
globalce-229	92	6	for	for	ADP
globalce-229	92	7	relevant	relevant	ADJ
globalce-229	92	8	content	content	NOUN
globalce-229	92	9	and	and	CCONJ
globalce-229	92	10	fine	fine	ADV
globalce-229	92	11	-	-	PUNCT
globalce-229	92	12	tuning	tune	VERB
globalce-229	92	13	large	large	ADJ
globalce-229	92	14	language	language	NOUN
globalce-229	92	15	models	model	NOUN
globalce-229	92	16	to	to	PART
globalce-229	92	17	provide	provide	VERB
globalce-229	92	18	helpful	helpful	ADJ
globalce-229	92	19	and	and	CCONJ
globalce-229	92	20	contextually	contextually	ADV
globalce-229	92	21	appropriate	appropriate	ADJ
globalce-229	92	22	responses	response	NOUN
globalce-229	92	23	.	.	PUNCT
globalce-229	93	1	it	it	PRON
globalce-229	93	2	must	must	AUX
globalce-229	93	3	converse	converse	VERB
globalce-229	93	4	with	with	ADP
globalce-229	93	5	the	the	DET
globalce-229	93	6	user	user	NOUN
globalce-229	93	7	in	in	ADP
globalce-229	93	8	a	a	DET
globalce-229	93	9	manner	manner	NOUN
globalce-229	93	10	that	that	PRON
globalce-229	93	11	is	be	AUX
globalce-229	93	12	genuinely	genuinely	ADV
globalce-229	93	13	helpful	helpful	ADJ
globalce-229	93	14	to	to	ADP
globalce-229	93	15	them	they	PRON
globalce-229	93	16	.	.	PUNCT
globalce-229	94	1	fine	fine	ADJ
globalce-229	94	2	-	-	PUNCT
globalce-229	94	3	tuning	tune	VERB
globalce-229	94	4	the	the	DET
globalce-229	94	5	model	model	NOUN
globalce-229	94	6	requires	require	VERB
globalce-229	94	7	resources	resource	NOUN
globalce-229	94	8	,	,	PUNCT
globalce-229	94	9	and	and	CCONJ
globalce-229	94	10	the	the	DET
globalce-229	94	11	model	model	NOUN
globalce-229	94	12	needs	need	VERB
globalce-229	94	13	continuous	continuous	ADJ
globalce-229	94	14	updates	update	NOUN
globalce-229	94	15	to	to	PART
globalce-229	94	16	stay	stay	VERB
globalce-229	94	17	relevant.3	relevant.3	ADJ
globalce-229	94	18	a	a	DET
globalce-229	94	19	drawback	drawback	NOUN
globalce-229	94	20	is	be	AUX
globalce-229	94	21	that	that	SCONJ
globalce-229	94	22	the	the	DET
globalce-229	94	23	way	way	NOUN
globalce-229	94	24	the	the	DET
globalce-229	94	25	model	model	NOUN
globalce-229	94	26	arrives	arrive	VERB
globalce-229	94	27	at	at	ADP
globalce-229	94	28	decisions	decision	NOUN
globalce-229	94	29	is	be	AUX
globalce-229	94	30	not	not	PART
globalce-229	94	31	explained	explain	VERB
globalce-229	94	32	clearly	clearly	ADV
globalce-229	94	33	.	.	PUNCT
globalce-229	95	1	user	user	NOUN
globalce-229	95	2	retention	retention	NOUN
globalce-229	95	3	is	be	AUX
globalce-229	95	4	another	another	DET
globalce-229	95	5	significant	significant	ADJ
globalce-229	95	6	challenge	challenge	NOUN
globalce-229	95	7	for	for	ADP
globalce-229	95	8	chatbot	chatbot	NOUN
globalce-229	95	9	applications	application	NOUN
globalce-229	95	10	.	.	PUNCT
globalce-229	96	1	generalizations	generalization	NOUN
globalce-229	96	2	about	about	ADP
globalce-229	96	3	user	user	NOUN
globalce-229	96	4	behavior	behavior	NOUN
globalce-229	96	5	have	have	AUX
globalce-229	96	6	led	lead	VERB
globalce-229	96	7	to	to	ADP
globalce-229	96	8	the	the	DET
globalce-229	96	9	development	development	NOUN
globalce-229	96	10	of	of	ADP
globalce-229	96	11	different	different	ADJ
globalce-229	96	12	user	user	NOUN
globalce-229	96	13	archetypes.4	archetypes.4	NOUN
globalce-229	96	14	this	this	DET
globalce-229	96	15	information	information	NOUN
globalce-229	96	16	about	about	ADP
globalce-229	96	17	how	how	SCONJ
globalce-229	96	18	users	user	NOUN
globalce-229	96	19	interact	interact	VERB
globalce-229	96	20	with	with	ADP
globalce-229	96	21	the	the	DET
globalce-229	96	22	chatbot	chatbot	NOUN
globalce-229	96	23	can	can	AUX
globalce-229	96	24	be	be	AUX
globalce-229	96	25	used	use	VERB
globalce-229	96	26	to	to	PART
globalce-229	96	27	improve	improve	VERB
globalce-229	96	28	the	the	DET
globalce-229	96	29	retention	retention	NOUN
globalce-229	96	30	metrics	metric	NOUN
globalce-229	96	31	of	of	ADP
globalce-229	96	32	the	the	DET
globalce-229	96	33	application	application	NOUN
globalce-229	96	34	we	we	PRON
globalce-229	96	35	build	build	VERB
globalce-229	96	36	.	.	PUNCT
globalce-229	97	1	for	for	ADP
globalce-229	97	2	chatbots	chatbot	NOUN
globalce-229	97	3	,	,	PUNCT
globalce-229	97	4	translation	translation	NOUN
globalce-229	97	5	,	,	PUNCT
globalce-229	97	6	content	content	NOUN
globalce-229	97	7	production	production	NOUN
globalce-229	97	8	,	,	PUNCT
globalce-229	97	9	and	and	CCONJ
globalce-229	97	10	other	other	ADJ
globalce-229	97	11	applications	application	NOUN
globalce-229	97	12	.	.	PUNCT
globalce-229	98	1	llama	llama	NOUN
globalce-229	98	2	2	2	NUM
globalce-229	98	3	offers	offer	VERB
globalce-229	98	4	notable	notable	ADJ
globalce-229	98	5	advantages	advantage	NOUN
globalce-229	98	6	in	in	ADP
globalce-229	98	7	versatility	versatility	NOUN
globalce-229	98	8	and	and	CCONJ
globalce-229	98	9	adaptability	adaptability	NOUN
globalce-229	98	10	when	when	SCONJ
globalce-229	98	11	fine	fine	ADV
globalce-229	98	12	-	-	PUNCT
globalce-229	98	13	tuned	tune	VERB
globalce-229	98	14	for	for	ADP
globalce-229	98	15	specific	specific	ADJ
globalce-229	98	16	domains	domain	NOUN
globalce-229	98	17	,	,	PUNCT
globalce-229	98	18	addressing	address	VERB
globalce-229	98	19	limitations	limitation	NOUN
globalce-229	98	20	observed	observe	VERB
globalce-229	98	21	in	in	ADP
globalce-229	98	22	previous	previous	ADJ
globalce-229	98	23	models.6	models.6	PROPN
globalce-229	98	24	roumeliotis	roumeliotis	NOUN
globalce-229	98	25	et	et	NOUN
globalce-229	98	26	al.6	al.6	PROPN
globalce-229	98	27	investigated	investigate	VERB
globalce-229	98	28	the	the	DET
globalce-229	98	29	challenges	challenge	NOUN
globalce-229	98	30	and	and	CCONJ
globalce-229	98	31	opportunities	opportunity	NOUN
globalce-229	98	32	faced	face	VERB
globalce-229	98	33	by	by	ADP
globalce-229	98	34	developers	developer	NOUN
globalce-229	98	35	when	when	SCONJ
globalce-229	98	36	deploying	deploy	VERB
globalce-229	98	37	and	and	CCONJ
globalce-229	98	38	fine	fine	ADV
globalce-229	98	39	-	-	PUNCT
globalce-229	98	40	tuning	tune	VERB
globalce-229	98	41	llama	llama	NOUN
globalce-229	98	42	2	2	NUM
globalce-229	98	43	,	,	PUNCT
globalce-229	98	44	with	with	ADP
globalce-229	98	45	the	the	DET
globalce-229	98	46	hypothesis	hypothesis	NOUN
globalce-229	98	47	that	that	PRON
globalce-229	98	48	the	the	DET
globalce-229	98	49	opensource	opensource	ADJ
globalce-229	98	50	nature	nature	NOUN
globalce-229	98	51	of	of	ADP
globalce-229	98	52	llama	llama	NOUN
globalce-229	98	53	2	2	NUM
globalce-229	98	54	facilitates	facilitate	VERB
globalce-229	98	55	faster	fast	ADJ
globalce-229	98	56	development	development	NOUN
globalce-229	98	57	compared	compare	VERB
globalce-229	98	58	to	to	ADP
globalce-229	98	59	closed	close	VERB
globalce-229	98	60	-	-	PUNCT
globalce-229	98	61	source	source	NOUN
globalce-229	98	62	models	model	NOUN
globalce-229	98	63	.	.	PUNCT
globalce-229	99	1	early	early	ADJ
globalce-229	99	2	adopters	adopter	NOUN
globalce-229	99	3	’	'	PUNCT
globalce-229	99	4	experiences	experience	NOUN
globalce-229	99	5	in	in	ADP
globalce-229	99	6	deploying	deploying	NOUN
globalce-229	99	7	and	and	CCONJ
globalce-229	99	8	fine	fine	ADV
globalce-229	99	9	-	-	PUNCT
globalce-229	99	10	tuning	tuning	NOUN
globalce-229	99	11	llama	llama	NOUN
globalce-229	99	12	2	2	NUM
globalce-229	99	13	were	be	AUX
globalce-229	99	14	observed	observe	VERB
globalce-229	99	15	over	over	ADP
globalce-229	99	16	a	a	DET
globalce-229	99	17	10	10	NUM
globalce-229	99	18	-	-	PUNCT
globalce-229	99	19	day	day	NOUN
globalce-229	99	20	period	period	NOUN
globalce-229	99	21	,	,	PUNCT
globalce-229	99	22	with	with	ADP
globalce-229	99	23	particular	particular	ADJ
globalce-229	99	24	attention	attention	NOUN
globalce-229	99	25	given	give	VERB
globalce-229	99	26	to	to	ADP
globalce-229	99	27	the	the	DET
globalce-229	99	28	medical	medical	ADJ
globalce-229	99	29	domain	domain	NOUN
globalce-229	99	30	,	,	PUNCT
globalce-229	99	31	a	a	DET
globalce-229	99	32	primary	primary	ADJ
globalce-229	99	33	area	area	NOUN
globalce-229	99	34	of	of	ADP
globalce-229	99	35	interest	interest	NOUN
globalce-229	99	36	for	for	ADP
globalce-229	99	37	fine	fine	ADV
globalce-229	99	38	-	-	PUNCT
globalce-229	99	39	tuning	tune	VERB
globalce-229	99	40	efforts	effort	NOUN
globalce-229	99	41	.	.	PUNCT
globalce-229	100	1	data	datum	NOUN
globalce-229	100	2	on	on	ADP
globalce-229	100	3	model	model	NOUN
globalce-229	100	4	deployment	deployment	NOUN
globalce-229	100	5	,	,	PUNCT
globalce-229	100	6	fine	fine	ADJ
globalce-229	100	7	-	-	PUNCT
globalce-229	100	8	tuning	tuning	NOUN
globalce-229	100	9	,	,	PUNCT
globalce-229	100	10	and	and	CCONJ
globalce-229	100	11	other	other	ADJ
globalce-229	100	12	relevant	relevant	ADJ
globalce-229	100	13	factors	factor	NOUN
globalce-229	100	14	were	be	AUX
globalce-229	100	15	gathered	gather	VERB
globalce-229	100	16	during	during	ADP
globalce-229	100	17	this	this	DET
globalce-229	100	18	period	period	NOUN
globalce-229	100	19	.	.	PUNCT
globalce-229	101	1	textual	textual	ADJ
globalce-229	101	2	data	datum	NOUN
globalce-229	101	3	was	be	AUX
globalce-229	101	4	then	then	ADV
globalce-229	101	5	processed	process	VERB
globalce-229	101	6	through	through	ADP
globalce-229	101	7	keyword	keyword	NOUN
globalce-229	101	8	identification	identification	NOUN
globalce-229	101	9	,	,	PUNCT
globalce-229	101	10	k	k	ADJ
globalce-229	101	11	-	-	PUNCT
globalce-229	101	12	means	mean	VERB
globalce-229	101	13	clustering	clustering	NOUN
globalce-229	101	14	,	,	PUNCT
globalce-229	101	15	and	and	CCONJ
globalce-229	101	16	word	word	NOUN
globalce-229	101	17	cloud	cloud	NOUN
globalce-229	101	18	visualization	visualization	NOUN
globalce-229	101	19	.	.	PUNCT
globalce-229	102	1	the	the	DET
globalce-229	102	2	resulting	result	VERB
globalce-229	102	3	analysis	analysis	NOUN
globalce-229	102	4	reveals	reveal	VERB
globalce-229	102	5	that	that	SCONJ
globalce-229	102	6	llama	llama	NOUN
globalce-229	102	7	2	2	NUM
globalce-229	102	8	can	can	AUX
globalce-229	102	9	be	be	AUX
globalce-229	102	10	seamlessly	seamlessly	ADV
globalce-229	102	11	deployed	deploy	VERB
globalce-229	102	12	and	and	CCONJ
globalce-229	102	13	fine	fine	ADV
globalce-229	102	14	-	-	PUNCT
globalce-229	102	15	tuned	tune	VERB
globalce-229	102	16	to	to	ADP
globalce-229	102	17	the	the	DET
globalce-229	102	18	domain	domain	NOUN
globalce-229	102	19	-	-	PUNCT
globalce-229	102	20	specific	specific	ADJ
globalce-229	102	21	requirements	requirement	NOUN
globalce-229	102	22	of	of	ADP
globalce-229	102	23	various	various	ADJ
globalce-229	102	24	industries	industry	NOUN
globalce-229	102	25	,	,	PUNCT
globalce-229	102	26	thereby	thereby	ADV
globalce-229	102	27	addressing	address	VERB
globalce-229	102	28	challenges	challenge	NOUN
globalce-229	102	29	encountered	encounter	VERB
globalce-229	102	30	with	with	ADP
globalce-229	102	31	earlier	early	ADJ
globalce-229	102	32	models	model	NOUN
globalce-229	102	33	.	.	PUNCT
globalce-229	103	1	yang	yang	PROPN
globalce-229	103	2	et	et	PROPN
globalce-229	103	3	al.7	al.7	PROPN
globalce-229	103	4	compared	compare	VERB
globalce-229	103	5	four	four	NUM
globalce-229	103	6	large	large	ADJ
globalce-229	103	7	language	language	NOUN
globalce-229	103	8	models	model	NOUN
globalce-229	103	9	(	(	PUNCT
globalce-229	103	10	llms	llm	NOUN
globalce-229	103	11	)	)	PUNCT
globalce-229	103	12	for	for	ADP
globalce-229	103	13	mental	mental	ADJ
globalce-229	103	14	health	health	NOUN
globalce-229	103	15	analysis	analysis	NOUN
globalce-229	103	16	,	,	PUNCT
globalce-229	103	17	focusing	focus	VERB
globalce-229	103	18	on	on	ADP
globalce-229	103	19	the	the	DET
globalce-229	103	20	effectiveness	effectiveness	NOUN
globalce-229	103	21	of	of	ADP
globalce-229	103	22	prompting	prompt	VERB
globalce-229	103	23	strategies	strategy	NOUN
globalce-229	103	24	such	such	ADJ
globalce-229	103	25	as	as	ADP
globalce-229	103	26	chain	chain	NOUN
globalce-229	103	27	of	of	ADP
globalce-229	103	28	thought	thought	NOUN
globalce-229	103	29	prompting	prompt	VERB
globalce-229	103	30	,	,	PUNCT
globalce-229	103	31	emotion	emotion	NOUN
globalce-229	103	32	-	-	PUNCT
globalce-229	103	33	enhanced	enhance	VERB
globalce-229	103	34	prompts	prompt	NOUN
globalce-229	103	35	,	,	PUNCT
globalce-229	103	36	and	and	CCONJ
globalce-229	103	37	few	few	ADJ
globalce-229	103	38	-	-	PUNCT
globalce-229	103	39	shot	shot	NOUN
globalce-229	103	40	learning	learning	NOUN
globalce-229	103	41	.	.	PUNCT
globalce-229	104	1	the	the	DET
globalce-229	104	2	findings	finding	NOUN
globalce-229	104	3	emphasized	emphasize	VERB
globalce-229	104	4	the	the	DET
globalce-229	104	5	importance	importance	NOUN
globalce-229	104	6	of	of	ADP
globalce-229	104	7	domain	domain	NOUN
globalce-229	104	8	-	-	PUNCT
globalce-229	104	9	specific	specific	ADJ
globalce-229	104	10	fine	fine	NOUN
globalce-229	104	11	-	-	PUNCT
globalce-229	104	12	tuning	tuning	NOUN
globalce-229	104	13	for	for	ADP
globalce-229	104	14	improved	improved	ADJ
globalce-229	104	15	results	result	NOUN
globalce-229	104	16	in	in	ADP
globalce-229	104	17	building	build	VERB
globalce-229	104	18	mental	mental	ADJ
globalce-229	104	19	health	health	NOUN
globalce-229	104	20	solutions	solution	NOUN
globalce-229	104	21	.	.	PUNCT
globalce-229	105	1	regular	regular	ADJ
globalce-229	105	2	large	large	ADJ
globalce-229	105	3	language	language	NOUN
globalce-229	105	4	models	model	NOUN
globalce-229	105	5	often	often	ADV
globalce-229	105	6	fall	fall	VERB
globalce-229	105	7	short	short	ADJ
globalce-229	105	8	in	in	ADP
globalce-229	105	9	specialized	specialized	ADJ
globalce-229	105	10	areas	area	NOUN
globalce-229	105	11	like	like	ADP
globalce-229	105	12	medicine	medicine	NOUN
globalce-229	105	13	,	,	PUNCT
globalce-229	105	14	where	where	SCONJ
globalce-229	105	15	domain	domain	NOUN
globalce-229	105	16	-	-	PUNCT
globalce-229	105	17	specific	specific	ADJ
globalce-229	105	18	knowledge	knowledge	NOUN
globalce-229	105	19	is	be	AUX
globalce-229	105	20	crucial.8	crucial.8	NOUN
globalce-229	105	21	the	the	DET
globalce-229	105	22	authors	author	NOUN
globalce-229	105	23	proposed	propose	VERB
globalce-229	105	24	pmc	pmc	PROPN
globalce-229	105	25	-	-	PUNCT
globalce-229	105	26	llama	llama	NOUN
globalce-229	105	27	,	,	PUNCT
globalce-229	105	28	an	an	DET
globalce-229	105	29	open	open	ADJ
globalce-229	105	30	-	-	PUNCT
globalce-229	105	31	source	source	NOUN
globalce-229	105	32	language	language	NOUN
globalce-229	105	33	model	model	NOUN
globalce-229	105	34	specifically	specifically	ADV
globalce-229	105	35	tailored	tailor	VERB
globalce-229	105	36	for	for	ADP
globalce-229	105	37	medical	medical	ADJ
globalce-229	105	38	applications.8	applications.8	PROPN
globalce-229	105	39	they	they	PRON
globalce-229	105	40	systematically	systematically	ADV
globalce-229	105	41	analyzed	analyze	VERB
globalce-229	105	42	the	the	DET
globalce-229	105	43	process	process	NOUN
globalce-229	105	44	of	of	ADP
globalce-229	105	45	adapting	adapt	VERB
globalce-229	105	46	a	a	DET
globalce-229	105	47	general	general	ADJ
globalce-229	105	48	-	-	PUNCT
globalce-229	105	49	purpose	purpose	NOUN
globalce-229	105	50	llm	llm	NOUN
globalce-229	105	51	to	to	ADP
globalce-229	105	52	the	the	DET
globalce-229	105	53	medical	medical	ADJ
globalce-229	105	54	domain	domain	NOUN
globalce-229	105	55	by	by	ADP
globalce-229	105	56	integrating	integrate	VERB
globalce-229	105	57	4.8	4.8	NUM
globalce-229	105	58	million	million	NUM
globalce-229	105	59	biomedical	biomedical	ADJ
globalce-229	105	60	academic	academic	ADJ
globalce-229	105	61	papers	paper	NOUN
globalce-229	105	62	and	and	CCONJ
globalce-229	105	63	30,000	30,000	NUM
globalce-229	105	64	medical	medical	ADJ
globalce-229	105	65	instructional	instructional	ADJ
globalce-229	105	66	materials	material	NOUN
globalce-229	105	67	,	,	PUNCT
globalce-229	105	68	and	and	CCONJ
globalce-229	105	69	extensively	extensively	ADV
globalce-229	105	70	fine	fine	ADV
globalce-229	105	71	-	-	PUNCT
globalce-229	105	72	tuned	tune	VERB
globalce-229	105	73	it	it	PRON
globalce-229	105	74	for	for	ADP
globalce-229	105	75	compliance	compliance	NOUN
globalce-229	105	76	with	with	ADP
globalce-229	105	77	the	the	DET
globalce-229	105	78	domainspecific	domainspecific	ADJ
globalce-229	105	79	knowledge	knowledge	NOUN
globalce-229	105	80	base	base	NOUN
globalce-229	105	81	.	.	PUNCT
globalce-229	106	1	53	53	NUM
globalce-229	106	2	j	j	PROPN
globalce-229	106	3	global	global	ADJ
globalce-229	106	4	clinical	clinical	ADJ
globalce-229	106	5	engineering	engineering	NOUN
globalce-229	106	6	vol.7	vol.7	PROPN
globalce-229	106	7	issue	issue	NOUN
globalce-229	106	8	2	2	NUM
globalce-229	106	9	:	:	PUNCT
globalce-229	106	10	2025	2025	NUM
globalce-229	106	11	p.	p.	NOUN
globalce-229	106	12	kumar	kumar	PROPN
globalce-229	106	13	,	,	PUNCT
globalce-229	106	14	a.	a.	PROPN
globalce-229	106	15	kumar	kumar	PROPN
globalce-229	106	16	,	,	PUNCT
globalce-229	106	17	prasanna	prasanna	PROPN
globalce-229	106	18	:	:	PUNCT
globalce-229	106	19	case	case	NOUN
globalce-229	106	20	study	study	NOUN
globalce-229	106	21	:	:	PUNCT
globalce-229	106	22	augmented	augment	VERB
globalce-229	106	23	reality	reality	NOUN
globalce-229	106	24	enabled	enable	VERB
globalce-229	106	25	mental	mental	ADJ
globalce-229	106	26	health	health	NOUN
globalce-229	106	27	chatbot	chatbot	NOUN
globalce-229	106	28	for	for	SCONJ
globalce-229	106	29	chatbots	chatbot	NOUN
globalce-229	106	30	to	to	PART
globalce-229	106	31	be	be	AUX
globalce-229	106	32	effective	effective	ADJ
globalce-229	106	33	for	for	ADP
globalce-229	106	34	emotional	emotional	ADJ
globalce-229	106	35	support	support	NOUN
globalce-229	106	36	,	,	PUNCT
globalce-229	106	37	they	they	PRON
globalce-229	106	38	must	must	AUX
globalce-229	106	39	understand	understand	VERB
globalce-229	106	40	how	how	SCONJ
globalce-229	106	41	users	user	NOUN
globalce-229	106	42	feel	feel	VERB
globalce-229	106	43	and	and	CCONJ
globalce-229	106	44	react	react	VERB
globalce-229	106	45	empathetically	empathetically	ADV
globalce-229	106	46	.	.	PUNCT
globalce-229	107	1	this	this	PRON
globalce-229	107	2	is	be	AUX
globalce-229	107	3	possible	possible	ADJ
globalce-229	107	4	by	by	ADP
globalce-229	107	5	using	use	VERB
globalce-229	107	6	libraries	library	NOUN
globalce-229	107	7	with	with	ADP
globalce-229	107	8	words	word	NOUN
globalce-229	107	9	and	and	CCONJ
globalce-229	107	10	the	the	DET
globalce-229	107	11	emotions	emotion	NOUN
globalce-229	107	12	associated	associate	VERB
globalce-229	107	13	with	with	ADP
globalce-229	107	14	those	those	DET
globalce-229	107	15	words	word	NOUN
globalce-229	107	16	.	.	PUNCT
globalce-229	108	1	however	however	ADV
globalce-229	108	2	,	,	PUNCT
globalce-229	108	3	chatbots	chatbot	NOUN
globalce-229	108	4	are	be	AUX
globalce-229	108	5	only	only	ADV
globalce-229	108	6	as	as	ADV
globalce-229	108	7	good	good	ADJ
globalce-229	108	8	as	as	ADP
globalce-229	108	9	their	their	PRON
globalce-229	108	10	prompts	prompt	NOUN
globalce-229	108	11	,	,	PUNCT
globalce-229	108	12	and	and	CCONJ
globalce-229	108	13	the	the	DET
globalce-229	108	14	sentiment	sentiment	NOUN
globalce-229	108	15	and	and	CCONJ
globalce-229	108	16	emotion	emotion	NOUN
globalce-229	108	17	lexicons	lexicon	NOUN
globalce-229	108	18	used	use	VERB
globalce-229	108	19	for	for	ADP
globalce-229	108	20	emotion	emotion	NOUN
globalce-229	108	21	-	-	PUNCT
globalce-229	108	22	enhanced	enhance	VERB
globalce-229	108	23	prompts	prompt	NOUN
globalce-229	108	24	suffer	suffer	VERB
globalce-229	108	25	from	from	ADP
globalce-229	108	26	annotation	annotation	NOUN
globalce-229	108	27	bias	bias	NOUN
globalce-229	108	28	and	and	CCONJ
globalce-229	108	29	limited	limited	ADJ
globalce-229	108	30	vocabulary	vocabulary	NOUN
globalce-229	108	31	,	,	PUNCT
globalce-229	108	32	which	which	PRON
globalce-229	108	33	may	may	AUX
globalce-229	108	34	not	not	PART
globalce-229	108	35	reflect	reflect	VERB
globalce-229	108	36	the	the	DET
globalce-229	108	37	evolving	evolve	VERB
globalce-229	108	38	language	language	NOUN
globalce-229	108	39	used	use	VERB
globalce-229	108	40	in	in	ADP
globalce-229	108	41	recent	recent	ADJ
globalce-229	108	42	datasets.4	datasets.4	PROPN
globalce-229	108	43	recent	recent	ADJ
globalce-229	108	44	advancements	advancement	NOUN
globalce-229	108	45	in	in	ADP
globalce-229	108	46	training	train	VERB
globalce-229	108	47	large	large	ADJ
globalce-229	108	48	language	language	NOUN
globalce-229	108	49	models	model	NOUN
globalce-229	108	50	across	across	ADP
globalce-229	108	51	multiple	multiple	ADJ
globalce-229	108	52	languages	language	NOUN
globalce-229	109	1	have	have	AUX
globalce-229	109	2	increased	increase	VERB
globalce-229	109	3	accessibility	accessibility	NOUN
globalce-229	109	4	and	and	CCONJ
globalce-229	109	5	improved	improve	VERB
globalce-229	109	6	the	the	DET
globalce-229	109	7	generalizability	generalizability	NOUN
globalce-229	109	8	of	of	ADP
globalce-229	109	9	studies.5	studies.5	NOUN
globalce-229	109	10	although	although	SCONJ
globalce-229	109	11	this	this	PRON
globalce-229	109	12	is	be	AUX
globalce-229	109	13	important	important	ADJ
globalce-229	109	14	,	,	PUNCT
globalce-229	109	15	the	the	DET
globalce-229	109	16	focus	focus	NOUN
globalce-229	109	17	of	of	ADP
globalce-229	109	18	this	this	DET
globalce-229	109	19	paper	paper	NOUN
globalce-229	109	20	is	be	AUX
globalce-229	109	21	on	on	ADP
globalce-229	109	22	developing	develop	VERB
globalce-229	109	23	a	a	DET
globalce-229	109	24	robust	robust	ADJ
globalce-229	109	25	mental	mental	ADJ
globalce-229	109	26	health	health	NOUN
globalce-229	109	27	chatbot	chatbot	NOUN
globalce-229	109	28	primarily	primarily	ADV
globalce-229	109	29	for	for	ADP
globalce-229	109	30	english	english	PROPN
globalce-229	109	31	-	-	PUNCT
globalce-229	109	32	speaking	speak	VERB
globalce-229	109	33	users	user	NOUN
globalce-229	109	34	,	,	PUNCT
globalce-229	109	35	as	as	SCONJ
globalce-229	109	36	they	they	PRON
globalce-229	109	37	represent	represent	VERB
globalce-229	109	38	the	the	DET
globalce-229	109	39	majority	majority	NOUN
globalce-229	109	40	of	of	ADP
globalce-229	109	41	current	current	ADJ
globalce-229	109	42	users	user	NOUN
globalce-229	109	43	.	.	PUNCT
globalce-229	110	1	given	give	VERB
globalce-229	110	2	the	the	DET
globalce-229	110	3	limitations	limitation	NOUN
globalce-229	110	4	of	of	ADP
globalce-229	110	5	existing	exist	VERB
globalce-229	110	6	mental	mental	ADJ
globalce-229	110	7	health	health	NOUN
globalce-229	110	8	chatbots	chatbot	NOUN
globalce-229	110	9	and	and	CCONJ
globalce-229	110	10	the	the	DET
globalce-229	110	11	recent	recent	ADJ
globalce-229	110	12	advancements	advancement	NOUN
globalce-229	110	13	in	in	ADP
globalce-229	110	14	technology	technology	NOUN
globalce-229	110	15	,	,	PUNCT
globalce-229	110	16	this	this	DET
globalce-229	110	17	paper	paper	NOUN
globalce-229	110	18	proposes	propose	VERB
globalce-229	110	19	the	the	DET
globalce-229	110	20	development	development	NOUN
globalce-229	110	21	of	of	ADP
globalce-229	110	22	a	a	DET
globalce-229	110	23	chatbot	chatbot	NOUN
globalce-229	110	24	using	use	VERB
globalce-229	110	25	the	the	DET
globalce-229	110	26	llama	llama	ADJ
globalce-229	110	27	2	2	NUM
globalce-229	110	28	model	model	NOUN
globalce-229	110	29	integrated	integrate	VERB
globalce-229	110	30	with	with	ADP
globalce-229	110	31	augmented	augment	VERB
globalce-229	110	32	reality	reality	NOUN
globalce-229	110	33	technology	technology	NOUN
globalce-229	110	34	.	.	PUNCT
globalce-229	111	1	the	the	DET
globalce-229	111	2	proposed	propose	VERB
globalce-229	111	3	chatbot	chatbot	NOUN
globalce-229	111	4	will	will	AUX
globalce-229	111	5	prioritize	prioritize	VERB
globalce-229	111	6	high	high	ADJ
globalce-229	111	7	user	user	NOUN
globalce-229	111	8	retention	retention	NOUN
globalce-229	111	9	,	,	PUNCT
globalce-229	111	10	accuracy	accuracy	NOUN
globalce-229	111	11	,	,	PUNCT
globalce-229	111	12	privacy	privacy	NOUN
globalce-229	111	13	,	,	PUNCT
globalce-229	111	14	and	and	CCONJ
globalce-229	111	15	address	address	VERB
globalce-229	111	16	current	current	ADJ
globalce-229	111	17	chatbot	chatbot	NOUN
globalce-229	111	18	limitations	limitation	NOUN
globalce-229	111	19	while	while	SCONJ
globalce-229	111	20	incorporating	incorporate	VERB
globalce-229	111	21	the	the	DET
globalce-229	111	22	additional	additional	ADJ
globalce-229	111	23	functionalities	functionality	NOUN
globalce-229	111	24	discussed	discuss	VERB
globalce-229	111	25	.	.	PUNCT
globalce-229	112	1	this	this	DET
globalce-229	112	2	study	study	NOUN
globalce-229	112	3	proposes	propose	VERB
globalce-229	112	4	an	an	DET
globalce-229	112	5	augmented	augment	VERB
globalce-229	112	6	reality	reality	NOUN
globalce-229	112	7	-	-	PUNCT
globalce-229	112	8	enabled	enable	VERB
globalce-229	112	9	mental	mental	ADJ
globalce-229	112	10	health	health	NOUN
globalce-229	112	11	chatbot	chatbot	NOUN
globalce-229	112	12	that	that	PRON
globalce-229	112	13	can	can	AUX
globalce-229	112	14	provide	provide	VERB
globalce-229	112	15	supplementary	supplementary	ADJ
globalce-229	112	16	support	support	NOUN
globalce-229	112	17	between	between	ADP
globalce-229	112	18	visits	visit	NOUN
globalce-229	112	19	to	to	ADP
globalce-229	112	20	mental	mental	ADJ
globalce-229	112	21	health	health	NOUN
globalce-229	112	22	professionals	professional	NOUN
globalce-229	112	23	.	.	PUNCT
globalce-229	113	1	although	although	SCONJ
globalce-229	113	2	chatbots	chatbot	NOUN
globalce-229	113	3	can	can	AUX
globalce-229	113	4	not	not	PART
globalce-229	113	5	replace	replace	VERB
globalce-229	113	6	traditional	traditional	ADJ
globalce-229	113	7	therapy	therapy	NOUN
globalce-229	113	8	,	,	PUNCT
globalce-229	113	9	they	they	PRON
globalce-229	113	10	can	can	AUX
globalce-229	113	11	offer	offer	VERB
globalce-229	113	12	continuous	continuous	ADJ
globalce-229	113	13	mental	mental	ADJ
globalce-229	113	14	health	health	NOUN
globalce-229	113	15	support	support	NOUN
globalce-229	113	16	,	,	PUNCT
globalce-229	113	17	helping	help	VERB
globalce-229	113	18	individuals	individual	NOUN
globalce-229	113	19	declutter	declutter	VERB
globalce-229	113	20	their	their	PRON
globalce-229	113	21	thoughts	thought	NOUN
globalce-229	113	22	and	and	CCONJ
globalce-229	113	23	providing	provide	VERB
globalce-229	113	24	accessible	accessible	ADJ
globalce-229	113	25	care	care	NOUN
globalce-229	113	26	at	at	ADP
globalce-229	113	27	any	any	DET
globalce-229	113	28	time	time	NOUN
globalce-229	113	29	.	.	PUNCT
globalce-229	114	1	the	the	DET
globalce-229	114	2	aim	aim	NOUN
globalce-229	114	3	was	be	AUX
globalce-229	114	4	to	to	PART
globalce-229	114	5	analyze	analyze	VERB
globalce-229	114	6	user	user	NOUN
globalce-229	114	7	engagement	engagement	NOUN
globalce-229	114	8	with	with	ADP
globalce-229	114	9	a	a	DET
globalce-229	114	10	mental	mental	ADJ
globalce-229	114	11	health	health	NOUN
globalce-229	114	12	chatbot	chatbot	NOUN
globalce-229	114	13	,	,	PUNCT
globalce-229	114	14	focusing	focus	VERB
globalce-229	114	15	on	on	ADP
globalce-229	114	16	its	its	PRON
globalce-229	114	17	potential	potential	NOUN
globalce-229	114	18	to	to	PART
globalce-229	114	19	improve	improve	VERB
globalce-229	114	20	user	user	NOUN
globalce-229	114	21	retention	retention	NOUN
globalce-229	114	22	through	through	ADP
globalce-229	114	23	interactive	interactive	ADJ
globalce-229	114	24	and	and	CCONJ
globalce-229	114	25	personalized	personalized	ADJ
globalce-229	114	26	experiences	experience	NOUN
globalce-229	114	27	.	.	PUNCT
globalce-229	115	1	user	user	NOUN
globalce-229	115	2	retention	retention	NOUN
globalce-229	115	3	was	be	AUX
globalce-229	115	4	examined	examine	VERB
globalce-229	115	5	to	to	PART
globalce-229	115	6	identify	identify	VERB
globalce-229	115	7	challenges	challenge	NOUN
globalce-229	115	8	and	and	CCONJ
globalce-229	115	9	optimize	optimize	VERB
globalce-229	115	10	engagement	engagement	NOUN
globalce-229	115	11	by	by	ADP
globalce-229	115	12	understanding	understand	VERB
globalce-229	115	13	different	different	ADJ
globalce-229	115	14	user	user	NOUN
globalce-229	115	15	archetypes	archetype	NOUN
globalce-229	115	16	.	.	PUNCT
globalce-229	116	1	the	the	DET
globalce-229	116	2	impact	impact	NOUN
globalce-229	116	3	of	of	ADP
globalce-229	116	4	the	the	DET
globalce-229	116	5	chatbot	chatbot	NOUN
globalce-229	116	6	on	on	ADP
globalce-229	116	7	users	user	NOUN
globalce-229	116	8	’	'	PUNCT
globalce-229	116	9	mental	mental	ADJ
globalce-229	116	10	health	health	NOUN
globalce-229	116	11	needs	need	VERB
globalce-229	116	12	to	to	PART
globalce-229	116	13	be	be	AUX
globalce-229	116	14	monitored	monitor	VERB
globalce-229	116	15	over	over	ADP
globalce-229	116	16	time	time	NOUN
globalce-229	116	17	when	when	SCONJ
globalce-229	116	18	used	use	VERB
globalce-229	116	19	alongside	alongside	ADP
globalce-229	116	20	professional	professional	ADJ
globalce-229	116	21	medical	medical	ADJ
globalce-229	116	22	guidance	guidance	NOUN
globalce-229	116	23	.	.	PUNCT
globalce-229	117	1	the	the	DET
globalce-229	117	2	chatbot	chatbot	NOUN
globalce-229	117	3	was	be	AUX
globalce-229	117	4	developed	develop	VERB
globalce-229	117	5	as	as	ADP
globalce-229	117	6	an	an	DET
globalce-229	117	7	app	app	NOUN
globalce-229	117	8	,	,	PUNCT
globalce-229	117	9	making	make	VERB
globalce-229	117	10	it	it	PRON
globalce-229	117	11	accessible	accessible	ADJ
globalce-229	117	12	to	to	ADP
globalce-229	117	13	a	a	DET
globalce-229	117	14	broader	broad	ADJ
globalce-229	117	15	audience	audience	NOUN
globalce-229	117	16	with	with	ADP
globalce-229	117	17	user	user	NOUN
globalce-229	117	18	-	-	PUNCT
globalce-229	117	19	friendliness	friendliness	NOUN
globalce-229	117	20	.	.	PUNCT
globalce-229	118	1	this	this	DET
globalce-229	118	2	study	study	NOUN
globalce-229	118	3	used	use	VERB
globalce-229	118	4	llm	llm	PROPN
globalce-229	118	5	models	model	NOUN
globalce-229	118	6	that	that	PRON
globalce-229	118	7	enable	enable	VERB
globalce-229	118	8	personalization	personalization	NOUN
globalce-229	118	9	,	,	PUNCT
globalce-229	118	10	which	which	PRON
globalce-229	118	11	is	be	AUX
globalce-229	118	12	critical	critical	ADJ
globalce-229	118	13	for	for	ADP
globalce-229	118	14	effective	effective	ADJ
globalce-229	118	15	content	content	NOUN
globalce-229	118	16	delivery	delivery	NOUN
globalce-229	118	17	.	.	PUNCT
globalce-229	119	1	various	various	ADJ
globalce-229	119	2	personalization	personalization	NOUN
globalce-229	119	3	techniques	technique	NOUN
globalce-229	119	4	,	,	PUNCT
globalce-229	119	5	such	such	ADJ
globalce-229	119	6	as	as	ADP
globalce-229	119	7	retaining	retain	VERB
globalce-229	119	8	the	the	DET
globalce-229	119	9	memory	memory	NOUN
globalce-229	119	10	of	of	ADP
globalce-229	119	11	previous	previous	ADJ
globalce-229	119	12	conversations	conversation	NOUN
globalce-229	119	13	,	,	PUNCT
globalce-229	119	14	were	be	AUX
globalce-229	119	15	implemented	implement	VERB
globalce-229	119	16	to	to	PART
globalce-229	119	17	create	create	VERB
globalce-229	119	18	a	a	DET
globalce-229	119	19	more	more	ADV
globalce-229	119	20	tailored	tailored	ADJ
globalce-229	119	21	and	and	CCONJ
globalce-229	119	22	continuous	continuous	ADJ
globalce-229	119	23	user	user	NOUN
globalce-229	119	24	experience	experience	NOUN
globalce-229	119	25	.	.	PUNCT
globalce-229	120	1	retaining	retain	VERB
globalce-229	120	2	the	the	DET
globalce-229	120	3	memory	memory	NOUN
globalce-229	120	4	of	of	ADP
globalce-229	120	5	previous	previous	ADJ
globalce-229	120	6	conversations	conversation	NOUN
globalce-229	120	7	helped	helped	AUX
globalce-229	120	8	continue	continue	VERB
globalce-229	120	9	interactions	interaction	NOUN
globalce-229	120	10	from	from	ADP
globalce-229	120	11	the	the	DET
globalce-229	120	12	last	last	ADJ
globalce-229	120	13	episode	episode	NOUN
globalce-229	120	14	,	,	PUNCT
globalce-229	120	15	rather	rather	ADV
globalce-229	120	16	than	than	ADP
globalce-229	120	17	starting	start	VERB
globalce-229	120	18	from	from	ADP
globalce-229	120	19	the	the	DET
globalce-229	120	20	beginning	beginning	NOUN
globalce-229	120	21	each	each	DET
globalce-229	120	22	time	time	NOUN
globalce-229	120	23	.	.	PUNCT
globalce-229	121	1	methodology	methodology	NOUN
globalce-229	121	2	workflow	workflow	NOUN
globalce-229	121	3	the	the	DET
globalce-229	121	4	large	large	ADJ
globalce-229	121	5	language	language	NOUN
globalce-229	121	6	model	model	NOUN
globalce-229	121	7	(	(	PUNCT
globalce-229	121	8	llm	llm	NOUN
globalce-229	121	9	)	)	PUNCT
globalce-229	121	10	is	be	AUX
globalce-229	121	11	customized	customize	VERB
globalce-229	121	12	with	with	ADP
globalce-229	121	13	extensive	extensive	ADJ
globalce-229	121	14	medical	medical	ADJ
globalce-229	121	15	literature	literature	NOUN
globalce-229	121	16	and	and	CCONJ
globalce-229	121	17	fine	fine	ADV
globalce-229	121	18	-	-	PUNCT
globalce-229	121	19	tuned	tune	VERB
globalce-229	121	20	for	for	ADP
globalce-229	121	21	optimal	optimal	ADJ
globalce-229	121	22	effectiveness	effectiveness	NOUN
globalce-229	121	23	.	.	PUNCT
globalce-229	122	1	the	the	DET
globalce-229	122	2	application	application	NOUN
globalce-229	122	3	processes	process	VERB
globalce-229	122	4	auditory	auditory	ADJ
globalce-229	122	5	input	input	NOUN
globalce-229	122	6	to	to	PART
globalce-229	122	7	provide	provide	VERB
globalce-229	122	8	information	information	NOUN
globalce-229	122	9	to	to	ADP
globalce-229	122	10	the	the	DET
globalce-229	122	11	llm	llm	NOUN
globalce-229	122	12	.	.	PUNCT
globalce-229	123	1	additionally	additionally	ADV
globalce-229	123	2	,	,	PUNCT
globalce-229	123	3	the	the	DET
globalce-229	123	4	application	application	NOUN
globalce-229	123	5	features	feature	VERB
globalce-229	123	6	a	a	DET
globalce-229	123	7	character	character	NOUN
globalce-229	123	8	that	that	PRON
globalce-229	123	9	users	user	NOUN
globalce-229	123	10	interact	interact	VERB
globalce-229	123	11	with	with	ADP
globalce-229	123	12	,	,	PUNCT
globalce-229	123	13	designed	design	VERB
globalce-229	123	14	to	to	PART
globalce-229	123	15	appear	appear	VERB
globalce-229	123	16	friendly	friendly	ADJ
globalce-229	123	17	and	and	CCONJ
globalce-229	123	18	empathetic	empathetic	ADJ
globalce-229	123	19	.	.	PUNCT
globalce-229	124	1	this	this	DET
globalce-229	124	2	companion	companion	NOUN
globalce-229	124	3	,	,	PUNCT
globalce-229	124	4	integrated	integrate	VERB
globalce-229	124	5	with	with	ADP
globalce-229	124	6	the	the	DET
globalce-229	124	7	llm	llm	NOUN
globalce-229	124	8	,	,	PUNCT
globalce-229	124	9	facilitates	facilitate	VERB
globalce-229	124	10	user	user	NOUN
globalce-229	124	11	interaction	interaction	NOUN
globalce-229	124	12	and	and	CCONJ
globalce-229	124	13	contributes	contribute	VERB
globalce-229	124	14	to	to	ADP
globalce-229	124	15	mental	mental	ADJ
globalce-229	124	16	health	health	NOUN
globalce-229	124	17	improvement	improvement	NOUN
globalce-229	124	18	through	through	ADP
globalce-229	124	19	the	the	DET
globalce-229	124	20	application	application	NOUN
globalce-229	124	21	’s	’s	PART
globalce-229	124	22	functionalities	functionality	NOUN
globalce-229	124	23	.	.	PUNCT
globalce-229	125	1	data	datum	NOUN
globalce-229	125	2	a	a	DET
globalce-229	125	3	mental	mental	ADJ
globalce-229	125	4	health	health	NOUN
globalce-229	125	5	chatbot	chatbot	NOUN
globalce-229	125	6	requires	require	VERB
globalce-229	125	7	vast	vast	ADJ
globalce-229	125	8	amounts	amount	NOUN
globalce-229	125	9	of	of	ADP
globalce-229	125	10	data	datum	NOUN
globalce-229	125	11	to	to	PART
globalce-229	125	12	provide	provide	VERB
globalce-229	125	13	accurate	accurate	ADJ
globalce-229	125	14	and	and	CCONJ
globalce-229	125	15	reliable	reliable	ADJ
globalce-229	125	16	solutions	solution	NOUN
globalce-229	125	17	to	to	ADP
globalce-229	125	18	individuals	individual	NOUN
globalce-229	125	19	’	'	PUNCT
globalce-229	125	20	mental	mental	ADJ
globalce-229	125	21	health	health	NOUN
globalce-229	125	22	challenges	challenge	NOUN
globalce-229	125	23	.	.	PUNCT
globalce-229	126	1	developing	develop	VERB
globalce-229	126	2	a	a	DET
globalce-229	126	3	comprehensive	comprehensive	ADJ
globalce-229	126	4	database	database	NOUN
globalce-229	126	5	that	that	PRON
globalce-229	126	6	integrates	integrate	VERB
globalce-229	126	7	both	both	DET
globalce-229	126	8	local	local	ADJ
globalce-229	126	9	knowledge	knowledge	NOUN
globalce-229	126	10	and	and	CCONJ
globalce-229	126	11	online	online	ADJ
globalce-229	126	12	resources	resource	NOUN
globalce-229	126	13	is	be	AUX
globalce-229	126	14	essential.7	essential.7	PROPN
globalce-229	126	15	this	this	DET
globalce-229	126	16	database	database	NOUN
globalce-229	126	17	also	also	ADV
globalce-229	126	18	contains	contain	VERB
globalce-229	126	19	research	research	NOUN
globalce-229	126	20	articles	article	NOUN
globalce-229	126	21	tailored	tailor	VERB
globalce-229	126	22	to	to	ADP
globalce-229	126	23	the	the	DET
globalce-229	126	24	individual	individual	NOUN
globalce-229	126	25	’s	’s	PART
globalce-229	126	26	specific	specific	ADJ
globalce-229	126	27	needs	need	NOUN
globalce-229	126	28	,	,	PUNCT
globalce-229	126	29	such	such	ADJ
globalce-229	126	30	as	as	ADP
globalce-229	126	31	those	those	PRON
globalce-229	126	32	addressing	address	VERB
globalce-229	126	33	emotional	emotional	ADJ
globalce-229	126	34	support	support	NOUN
globalce-229	126	35	,	,	PUNCT
globalce-229	126	36	depression	depression	NOUN
globalce-229	126	37	,	,	PUNCT
globalce-229	126	38	anxiety	anxiety	NOUN
globalce-229	126	39	disorders	disorder	NOUN
globalce-229	126	40	,	,	PUNCT
globalce-229	126	41	and	and	CCONJ
globalce-229	126	42	eating	eat	VERB
globalce-229	126	43	disorders	disorder	NOUN
globalce-229	126	44	.	.	PUNCT
globalce-229	127	1	general	general	ADJ
globalce-229	127	2	information	information	NOUN
globalce-229	127	3	regarding	regard	VERB
globalce-229	127	4	interventions	intervention	NOUN
globalce-229	127	5	can	can	AUX
globalce-229	127	6	also	also	ADV
globalce-229	127	7	be	be	AUX
globalce-229	127	8	obtained	obtain	VERB
globalce-229	127	9	from	from	ADP
globalce-229	127	10	reputable	reputable	ADJ
globalce-229	127	11	online	online	ADJ
globalce-229	127	12	sources	source	NOUN
globalce-229	127	13	,	,	PUNCT
globalce-229	127	14	complementing	complement	VERB
globalce-229	127	15	the	the	DET
globalce-229	127	16	personalized	personalized	ADJ
globalce-229	127	17	data	datum	NOUN
globalce-229	127	18	.	.	PUNCT
globalce-229	128	1	profiling	profile	VERB
globalce-229	128	2	mental	mental	ADJ
globalce-229	128	3	health	health	NOUN
globalce-229	128	4	professionals	professional	NOUN
globalce-229	128	5	initially	initially	ADV
globalce-229	128	6	assess	assess	VERB
globalce-229	128	7	and	and	CCONJ
globalce-229	128	8	profile	profile	VERB
globalce-229	128	9	individuals	individual	NOUN
globalce-229	128	10	based	base	VERB
globalce-229	128	11	on	on	ADP
globalce-229	128	12	their	their	PRON
globalce-229	128	13	diagnosis	diagnosis	NOUN
globalce-229	128	14	,	,	PUNCT
globalce-229	128	15	which	which	PRON
globalce-229	128	16	is	be	AUX
globalce-229	128	17	then	then	ADV
globalce-229	128	18	fed	feed	VERB
globalce-229	128	19	as	as	ADP
globalce-229	128	20	input	input	NOUN
globalce-229	128	21	to	to	ADP
globalce-229	128	22	the	the	DET
globalce-229	128	23	model	model	NOUN
globalce-229	128	24	(	(	PUNCT
globalce-229	128	25	figure	figure	NOUN
globalce-229	128	26	1	1	NUM
globalce-229	128	27	)	)	PUNCT
globalce-229	128	28	.	.	PUNCT
globalce-229	129	1	this	this	DET
globalce-229	129	2	profiling	profiling	NOUN
globalce-229	129	3	enhances	enhance	VERB
globalce-229	129	4	the	the	DET
globalce-229	129	5	personalization	personalization	NOUN
globalce-229	129	6	of	of	ADP
globalce-229	129	7	the	the	DET
globalce-229	129	8	chatbot	chatbot	NOUN
globalce-229	129	9	.	.	PUNCT
globalce-229	130	1	users	user	NOUN
globalce-229	130	2	are	be	AUX
globalce-229	130	3	prompted	prompt	VERB
globalce-229	130	4	to	to	PART
globalce-229	130	5	select	select	VERB
globalce-229	130	6	a	a	DET
globalce-229	130	7	broad	broad	ADJ
globalce-229	130	8	category	category	NOUN
globalce-229	130	9	that	that	PRON
globalce-229	130	10	aligns	align	VERB
globalce-229	130	11	with	with	ADP
globalce-229	130	12	their	their	PRON
globalce-229	130	13	experiences	experience	NOUN
globalce-229	130	14	,	,	PUNCT
globalce-229	130	15	and	and	CCONJ
globalce-229	130	16	the	the	DET
globalce-229	130	17	application	application	NOUN
globalce-229	130	18	provides	provide	VERB
globalce-229	130	19	relevant	relevant	ADJ
globalce-229	130	20	information	information	NOUN
globalce-229	130	21	based	base	VERB
globalce-229	130	22	on	on	ADP
globalce-229	130	23	both	both	CCONJ
globalce-229	130	24	the	the	DET
globalce-229	130	25	user	user	NOUN
globalce-229	130	26	’s	’s	PART
globalce-229	130	27	selection	selection	NOUN
globalce-229	130	28	and	and	CCONJ
globalce-229	130	29	the	the	DET
globalce-229	130	30	therapist	therapist	NOUN
globalce-229	130	31	’s	’s	PART
globalce-229	130	32	assessment	assessment	NOUN
globalce-229	130	33	p.	p.	PROPN
globalce-229	130	34	kumar	kumar	PROPN
globalce-229	130	35	,	,	PUNCT
globalce-229	130	36	a.	a.	PROPN
globalce-229	130	37	kumar	kumar	PROPN
globalce-229	130	38	,	,	PUNCT
globalce-229	130	39	prasanna	prasanna	PROPN
globalce-229	130	40	:	:	PUNCT
globalce-229	130	41	case	case	NOUN
globalce-229	130	42	study	study	NOUN
globalce-229	130	43	:	:	PUNCT
globalce-229	130	44	augmented	augment	VERB
globalce-229	130	45	reality	reality	NOUN
globalce-229	130	46	enabled	enable	VERB
globalce-229	130	47	mental	mental	ADJ
globalce-229	130	48	health	health	NOUN
globalce-229	130	49	chatbot	chatbot	NOUN
globalce-229	131	1	j	j	PROPN
globalce-229	132	1	global	global	ADJ
globalce-229	132	2	clinical	clinical	ADJ
globalce-229	132	3	engineering	engineering	NOUN
globalce-229	132	4	vol.7	vol.7	PROPN
globalce-229	132	5	issue	issue	NOUN
globalce-229	132	6	2	2	NUM
globalce-229	132	7	:	:	SYM
globalce-229	132	8	2025	2025	NUM
globalce-229	132	9	54	54	NUM
globalce-229	132	10	.	.	PUNCT
globalce-229	133	1	this	this	DET
globalce-229	133	2	work	work	NOUN
globalce-229	133	3	aims	aim	VERB
globalce-229	133	4	to	to	PART
globalce-229	133	5	understand	understand	VERB
globalce-229	133	6	individual	individual	ADJ
globalce-229	133	7	perspectives	perspective	NOUN
globalce-229	133	8	and	and	CCONJ
globalce-229	133	9	provide	provide	VERB
globalce-229	133	10	relief	relief	NOUN
globalce-229	133	11	from	from	ADP
globalce-229	133	12	mental	mental	ADJ
globalce-229	133	13	health	health	NOUN
globalce-229	133	14	conditions	condition	NOUN
globalce-229	133	15	,	,	PUNCT
globalce-229	133	16	such	such	ADJ
globalce-229	133	17	as	as	ADP
globalce-229	133	18	stress	stress	NOUN
globalce-229	133	19	,	,	PUNCT
globalce-229	133	20	anxiety	anxiety	NOUN
globalce-229	133	21	,	,	PUNCT
globalce-229	133	22	and	and	CCONJ
globalce-229	133	23	depression	depression	NOUN
globalce-229	133	24	,	,	PUNCT
globalce-229	133	25	through	through	ADP
globalce-229	133	26	personalized	personalized	ADJ
globalce-229	133	27	solutions	solution	NOUN
globalce-229	133	28	.	.	PUNCT
globalce-229	134	1	to	to	PART
globalce-229	134	2	effectively	effectively	ADV
globalce-229	134	3	address	address	VERB
globalce-229	134	4	the	the	DET
globalce-229	134	5	needs	need	NOUN
globalce-229	134	6	of	of	ADP
globalce-229	134	7	users	user	NOUN
globalce-229	134	8	experiencing	experience	VERB
globalce-229	134	9	mental	mental	ADJ
globalce-229	134	10	health	health	NOUN
globalce-229	134	11	issues	issue	NOUN
globalce-229	134	12	,	,	PUNCT
globalce-229	134	13	collaboration	collaboration	NOUN
globalce-229	134	14	with	with	ADP
globalce-229	134	15	professionals	professional	NOUN
globalce-229	134	16	is	be	AUX
globalce-229	134	17	essential	essential	ADJ
globalce-229	134	18	.	.	PUNCT
globalce-229	135	1	through	through	ADP
globalce-229	135	2	multiple	multiple	ADJ
globalce-229	135	3	sessions	session	NOUN
globalce-229	135	4	with	with	ADP
globalce-229	135	5	a	a	DET
globalce-229	135	6	counseling	counseling	NOUN
globalce-229	135	7	psychologist	psychologist	NOUN
globalce-229	135	8	,	,	PUNCT
globalce-229	135	9	they	they	PRON
globalce-229	135	10	assess	assess	VERB
globalce-229	135	11	a	a	DET
globalce-229	135	12	person	person	NOUN
globalce-229	135	13	’s	’s	PART
globalce-229	135	14	characteristics	characteristic	NOUN
globalce-229	135	15	,	,	PUNCT
globalce-229	135	16	drawing	draw	VERB
globalce-229	135	17	upon	upon	SCONJ
globalce-229	135	18	their	their	PRON
globalce-229	135	19	experience	experience	NOUN
globalce-229	135	20	and	and	CCONJ
globalce-229	135	21	intuition	intuition	NOUN
globalce-229	135	22	developed	develop	VERB
globalce-229	135	23	through	through	ADP
globalce-229	135	24	years	year	NOUN
globalce-229	135	25	of	of	ADP
globalce-229	135	26	study	study	NOUN
globalce-229	135	27	and	and	CCONJ
globalce-229	135	28	practice	practice	NOUN
globalce-229	135	29	.	.	PUNCT
globalce-229	136	1	the	the	DET
globalce-229	136	2	chatbot	chatbot	NOUN
globalce-229	136	3	can	can	AUX
globalce-229	136	4	then	then	ADV
globalce-229	136	5	create	create	VERB
globalce-229	136	6	a	a	DET
globalce-229	136	7	tailored	tailor	VERB
globalce-229	136	8	solution	solution	NOUN
globalce-229	136	9	or	or	CCONJ
globalce-229	136	10	personalized	personalized	ADJ
globalce-229	136	11	interaction	interaction	NOUN
globalce-229	136	12	method	method	NOUN
globalce-229	136	13	for	for	ADP
globalce-229	136	14	each	each	DET
globalce-229	136	15	individual	individual	NOUN
globalce-229	136	16	,	,	PUNCT
globalce-229	136	17	taking	take	VERB
globalce-229	136	18	professional	professional	ADJ
globalce-229	136	19	input	input	NOUN
globalce-229	136	20	into	into	ADP
globalce-229	136	21	account	account	NOUN
globalce-229	136	22	.	.	PUNCT
globalce-229	137	1	for	for	ADP
globalce-229	137	2	instance	instance	NOUN
globalce-229	137	3	,	,	PUNCT
globalce-229	137	4	if	if	SCONJ
globalce-229	137	5	a	a	DET
globalce-229	137	6	person	person	NOUN
globalce-229	137	7	tends	tend	VERB
globalce-229	137	8	to	to	PART
globalce-229	137	9	respond	respond	VERB
globalce-229	137	10	only	only	ADV
globalce-229	137	11	to	to	ADP
globalce-229	137	12	non	non	ADJ
globalce-229	137	13	-	-	ADJ
globalce-229	137	14	confrontational	confrontational	ADJ
globalce-229	137	15	communication	communication	NOUN
globalce-229	137	16	,	,	PUNCT
globalce-229	137	17	the	the	DET
globalce-229	137	18	chatbot	chatbot	NOUN
globalce-229	137	19	will	will	AUX
globalce-229	137	20	recognize	recognize	VERB
globalce-229	137	21	this	this	PRON
globalce-229	137	22	and	and	CCONJ
globalce-229	137	23	deliver	deliver	VERB
globalce-229	137	24	information	information	NOUN
globalce-229	137	25	in	in	ADP
globalce-229	137	26	a	a	DET
globalce-229	137	27	compassionate	compassionate	ADJ
globalce-229	137	28	,	,	PUNCT
globalce-229	137	29	non	non	ADJ
globalce-229	137	30	-	-	ADJ
globalce-229	137	31	threatening	threatening	ADJ
globalce-229	137	32	manner	manner	NOUN
globalce-229	137	33	to	to	PART
globalce-229	137	34	ensure	ensure	VERB
globalce-229	137	35	the	the	DET
globalce-229	137	36	individual	individual	NOUN
globalce-229	137	37	is	be	AUX
globalce-229	137	38	receptive	receptive	ADJ
globalce-229	137	39	.	.	PUNCT
globalce-229	138	1	a	a	DET
globalce-229	138	2	questionnaire	questionnaire	NOUN
globalce-229	138	3	is	be	AUX
globalce-229	138	4	developed	develop	VERB
globalce-229	138	5	,	,	PUNCT
globalce-229	138	6	as	as	SCONJ
globalce-229	138	7	shown	show	VERB
globalce-229	138	8	in	in	ADP
globalce-229	138	9	figure	figure	NOUN
globalce-229	138	10	2	2	NUM
globalce-229	138	11	,	,	PUNCT
globalce-229	138	12	based	base	VERB
globalce-229	138	13	on	on	ADP
globalce-229	138	14	input	input	NOUN
globalce-229	138	15	from	from	ADP
globalce-229	138	16	the	the	DET
globalce-229	138	17	psychologist	psychologist	NOUN
globalce-229	138	18	,	,	PUNCT
globalce-229	138	19	with	with	ADP
globalce-229	138	20	its	its	PRON
globalce-229	138	21	design	design	NOUN
globalce-229	138	22	undergoing	undergo	VERB
globalce-229	138	23	thorough	thorough	ADJ
globalce-229	138	24	consultation	consultation	NOUN
globalce-229	138	25	and	and	CCONJ
globalce-229	138	26	multiple	multiple	ADJ
globalce-229	138	27	levels	level	NOUN
globalce-229	138	28	of	of	ADP
globalce-229	138	29	review	review	NOUN
globalce-229	138	30	by	by	ADP
globalce-229	138	31	the	the	DET
globalce-229	138	32	therapists	therapist	NOUN
globalce-229	138	33	.	.	PUNCT
globalce-229	139	1	this	this	DET
globalce-229	139	2	personalized	personalize	VERB
globalce-229	139	3	profiling	profiling	NOUN
globalce-229	139	4	ensures	ensure	VERB
globalce-229	139	5	that	that	SCONJ
globalce-229	139	6	users	user	NOUN
globalce-229	139	7	receive	receive	VERB
globalce-229	139	8	appropriate	appropriate	ADJ
globalce-229	139	9	,	,	PUNCT
globalce-229	139	10	targeted	targeted	ADJ
globalce-229	139	11	support	support	NOUN
globalce-229	139	12	,	,	PUNCT
globalce-229	139	13	rather	rather	ADV
globalce-229	139	14	than	than	ADP
globalce-229	139	15	generic	generic	ADJ
globalce-229	139	16	interventions	intervention	NOUN
globalce-229	139	17	.	.	PUNCT
globalce-229	140	1	mental	mental	ADJ
globalce-229	140	2	health	health	NOUN
globalce-229	140	3	chatbot	chatbot	NOUN
globalce-229	140	4	large	large	ADJ
globalce-229	140	5	language	language	NOUN
globalce-229	140	6	model	model	NOUN
globalce-229	140	7	the	the	DET
globalce-229	140	8	process	process	NOUN
globalce-229	140	9	begins	begin	VERB
globalce-229	140	10	by	by	ADP
globalce-229	140	11	uploading	upload	VERB
globalce-229	140	12	appropriate	appropriate	ADJ
globalce-229	140	13	resources	resource	NOUN
globalce-229	140	14	as	as	ADP
globalce-229	140	15	pdf	pdf	NOUN
globalce-229	140	16	files	file	NOUN
globalce-229	140	17	,	,	PUNCT
globalce-229	140	18	followed	follow	VERB
globalce-229	140	19	by	by	ADP
globalce-229	140	20	the	the	DET
globalce-229	140	21	application	application	NOUN
globalce-229	140	22	of	of	ADP
globalce-229	140	23	a	a	DET
globalce-229	140	24	text	text	NOUN
globalce-229	140	25	extraction	extraction	NOUN
globalce-229	140	26	algorithm	algorithm	NOUN
globalce-229	140	27	to	to	PART
globalce-229	140	28	retrieve	retrieve	VERB
globalce-229	140	29	the	the	DET
globalce-229	140	30	content	content	NOUN
globalce-229	140	31	while	while	SCONJ
globalce-229	140	32	removing	remove	VERB
globalce-229	140	33	any	any	DET
globalce-229	140	34	non	non	ADJ
globalce-229	140	35	-	-	ADJ
globalce-229	140	36	text	text	ADJ
globalce-229	140	37	elements	element	NOUN
globalce-229	140	38	(	(	PUNCT
globalce-229	140	39	figure	figure	VERB
globalce-229	140	40	3).8	3).8	NUM
globalce-229	140	41	the	the	DET
globalce-229	140	42	extracted	extract	VERB
globalce-229	140	43	text	text	NOUN
globalce-229	140	44	is	be	AUX
globalce-229	140	45	then	then	ADV
globalce-229	140	46	segmented	segment	VERB
globalce-229	140	47	into	into	ADP
globalce-229	140	48	manageable	manageable	ADJ
globalce-229	140	49	pieces	piece	NOUN
globalce-229	140	50	to	to	PART
globalce-229	140	51	facilitate	facilitate	VERB
globalce-229	140	52	meaningful	meaningful	ADJ
globalce-229	140	53	embeddings	embedding	NOUN
globalce-229	140	54	.	.	PUNCT
globalce-229	141	1	llama	llama	PROPN
globalce-229	141	2	2	2	NUM
globalce-229	141	3	,	,	PUNCT
globalce-229	141	4	implemented	implement	VERB
globalce-229	141	5	via	via	ADP
globalce-229	141	6	the	the	DET
globalce-229	141	7	langchain	langchain	NOUN
globalce-229	141	8	framework	framework	NOUN
globalce-229	141	9	,	,	PUNCT
globalce-229	141	10	is	be	AUX
globalce-229	141	11	employed	employ	VERB
globalce-229	141	12	to	to	PART
globalce-229	141	13	generate	generate	VERB
globalce-229	141	14	embeddings	embedding	NOUN
globalce-229	141	15	that	that	PRON
globalce-229	141	16	capture	capture	VERB
globalce-229	141	17	the	the	DET
globalce-229	141	18	semantic	semantic	ADJ
globalce-229	141	19	essence	essence	NOUN
globalce-229	141	20	of	of	ADP
globalce-229	141	21	each	each	DET
globalce-229	141	22	text	text	NOUN
globalce-229	141	23	fragment	fragment	NOUN
globalce-229	141	24	.	.	PUNCT
globalce-229	142	1	these	these	DET
globalce-229	142	2	embeddings	embedding	NOUN
globalce-229	142	3	are	be	AUX
globalce-229	142	4	stored	store	VERB
globalce-229	142	5	and	and	CCONJ
globalce-229	142	6	managed	manage	VERB
globalce-229	142	7	in	in	ADP
globalce-229	142	8	pinecone	pinecone	NOUN
globalce-229	142	9	,	,	PUNCT
globalce-229	142	10	a	a	DET
globalce-229	142	11	cloud	cloud	NOUN
globalce-229	142	12	-	-	PUNCT
globalce-229	142	13	based	base	VERB
globalce-229	142	14	vector	vector	NOUN
globalce-229	142	15	store	store	NOUN
globalce-229	142	16	.	.	PUNCT
globalce-229	143	1	this	this	DET
globalce-229	143	2	fully	fully	ADV
globalce-229	143	3	managed	manage	VERB
globalce-229	143	4	service	service	NOUN
globalce-229	143	5	handles	handle	NOUN
globalce-229	143	6	hardware	hardware	NOUN
globalce-229	143	7	infrastructure	infrastructure	NOUN
globalce-229	143	8	required	require	VERB
globalce-229	143	9	for	for	ADP
globalce-229	143	10	efficiently	efficiently	ADV
globalce-229	143	11	storing	store	VERB
globalce-229	143	12	and	and	CCONJ
globalce-229	143	13	searching	search	VERB
globalce-229	143	14	vector	vector	NOUN
globalce-229	143	15	data	datum	NOUN
globalce-229	143	16	.	.	PUNCT
globalce-229	144	1	once	once	SCONJ
globalce-229	144	2	the	the	DET
globalce-229	144	3	embeddings	embedding	NOUN
globalce-229	144	4	are	be	AUX
globalce-229	144	5	uploaded	upload	VERB
globalce-229	144	6	to	to	ADP
globalce-229	144	7	pinecone	pinecone	PROPN
globalce-229	144	8	’s	’s	PART
globalce-229	144	9	cloud	cloud	PROPN
globalce-229	144	10	storage	storage	NOUN
globalce-229	144	11	,	,	PUNCT
globalce-229	144	12	natural	natural	ADJ
globalce-229	144	13	language	language	NOUN
globalce-229	144	14	queries	query	NOUN
globalce-229	144	15	can	can	AUX
globalce-229	144	16	be	be	AUX
globalce-229	144	17	processed	process	VERB
globalce-229	144	18	.	.	PUNCT
globalce-229	145	1	pinecone	pinecone	NOUN
globalce-229	145	2	performs	perform	VERB
globalce-229	145	3	a	a	DET
globalce-229	145	4	similarity	similarity	NOUN
globalce-229	145	5	search	search	NOUN
globalce-229	145	6	by	by	ADP
globalce-229	145	7	converting	convert	VERB
globalce-229	145	8	queries	query	NOUN
globalce-229	145	9	into	into	ADP
globalce-229	145	10	text	text	NOUN
globalce-229	145	11	representations	representation	NOUN
globalce-229	145	12	and	and	CCONJ
globalce-229	145	13	generating	generate	VERB
globalce-229	145	14	embeddings	embedding	NOUN
globalce-229	145	15	via	via	ADP
globalce-229	145	16	langchain	langchain	NOUN
globalce-229	145	17	llama	llama	NOUN
globalce-229	145	18	2	2	NUM
globalce-229	145	19	.	.	PUNCT
globalce-229	146	1	this	this	DET
globalce-229	146	2	search	search	NOUN
globalce-229	146	3	identifies	identify	VERB
globalce-229	146	4	the	the	DET
globalce-229	146	5	most	most	ADV
globalce-229	146	6	similar	similar	ADJ
globalce-229	146	7	embeddings	embedding	NOUN
globalce-229	146	8	,	,	PUNCT
globalce-229	146	9	retrieving	retrieve	VERB
globalce-229	146	10	the	the	DET
globalce-229	146	11	corresponding	correspond	VERB
globalce-229	146	12	text	text	NOUN
globalce-229	146	13	fragments	fragment	NOUN
globalce-229	146	14	.	.	PUNCT
globalce-229	147	1	these	these	DET
globalce-229	147	2	fragments	fragment	NOUN
globalce-229	147	3	are	be	AUX
globalce-229	147	4	then	then	ADV
globalce-229	147	5	combined	combine	VERB
globalce-229	147	6	to	to	PART
globalce-229	147	7	form	form	VERB
globalce-229	147	8	a	a	DET
globalce-229	147	9	cohesive	cohesive	ADJ
globalce-229	147	10	natural	natural	ADJ
globalce-229	147	11	language	language	NOUN
globalce-229	147	12	response	response	NOUN
globalce-229	147	13	,	,	PUNCT
globalce-229	147	14	enabling	enable	VERB
globalce-229	147	15	smooth	smooth	ADJ
globalce-229	147	16	and	and	CCONJ
globalce-229	147	17	effective	effective	ADJ
globalce-229	147	18	user	user	NOUN
globalce-229	147	19	interaction	interaction	NOUN
globalce-229	147	20	in	in	ADP
globalce-229	147	21	question	question	NOUN
globalce-229	147	22	-	-	PUNCT
globalce-229	147	23	and	and	CCONJ
globalce-229	147	24	-	-	PUNCT
globalce-229	147	25	answer	answer	NOUN
globalce-229	147	26	scenarios	scenario	NOUN
globalce-229	147	27	.	.	PUNCT
globalce-229	148	1	figure	figure	NOUN
globalce-229	148	2	1	1	NUM
globalce-229	148	3	.	.	PUNCT
globalce-229	149	1	workflow	workflow	NOUN
globalce-229	149	2	of	of	ADP
globalce-229	149	3	ar	ar	NOUN
globalce-229	149	4	companion	companion	PROPN
globalce-229	149	5	(	(	PUNCT
globalce-229	149	6	arden	arden	PROPN
globalce-229	149	7	)	)	PUNCT
globalce-229	149	8	assisted	assist	VERB
globalce-229	149	9	personalized	personalized	ADJ
globalce-229	149	10	therapy	therapy	NOUN
globalce-229	149	11	.	.	PUNCT
globalce-229	150	1	figure	figure	NOUN
globalce-229	150	2	2	2	NUM
globalce-229	150	3	.	.	NUM
globalce-229	150	4	questionnaire	questionnaire	NOUN
globalce-229	150	5	.	.	PUNCT
globalce-229	151	1	55	55	NUM
globalce-229	151	2	j	j	PROPN
globalce-229	151	3	global	global	ADJ
globalce-229	151	4	clinical	clinical	ADJ
globalce-229	151	5	engineering	engineering	NOUN
globalce-229	151	6	vol.7	vol.7	PROPN
globalce-229	151	7	issue	issue	NOUN
globalce-229	151	8	2	2	NUM
globalce-229	151	9	:	:	PUNCT
globalce-229	151	10	2025	2025	NUM
globalce-229	151	11	p.	p.	NOUN
globalce-229	151	12	kumar	kumar	PROPN
globalce-229	151	13	,	,	PUNCT
globalce-229	151	14	a.	a.	PROPN
globalce-229	151	15	kumar	kumar	PROPN
globalce-229	151	16	,	,	PUNCT
globalce-229	151	17	prasanna	prasanna	PROPN
globalce-229	151	18	:	:	PUNCT
globalce-229	151	19	case	case	NOUN
globalce-229	151	20	study	study	NOUN
globalce-229	151	21	:	:	PUNCT
globalce-229	151	22	augmented	augment	VERB
globalce-229	151	23	reality	reality	NOUN
globalce-229	151	24	enabled	enable	VERB
globalce-229	151	25	mental	mental	ADJ
globalce-229	151	26	health	health	NOUN
globalce-229	151	27	chatbot	chatbot	NOUN
globalce-229	151	28	model	model	NOUN
globalce-229	151	29	selection	selection	NOUN
globalce-229	151	30	llama	llama	NOUN
globalce-229	151	31	2	2	NUM
globalce-229	151	32	was	be	AUX
globalce-229	151	33	selected	select	VERB
globalce-229	151	34	for	for	ADP
globalce-229	151	35	this	this	DET
globalce-229	151	36	preliminary	preliminary	ADJ
globalce-229	151	37	study	study	NOUN
globalce-229	151	38	due	due	ADP
globalce-229	151	39	to	to	ADP
globalce-229	151	40	several	several	ADJ
globalce-229	151	41	compelling	compelling	ADJ
globalce-229	151	42	factors	factor	NOUN
globalce-229	151	43	.	.	PUNCT
globalce-229	152	1	its	its	PRON
globalce-229	152	2	open	open	ADJ
globalce-229	152	3	-	-	PUNCT
globalce-229	152	4	source	source	NOUN
globalce-229	152	5	framework	framework	NOUN
globalce-229	152	6	supports	support	VERB
globalce-229	152	7	accessibility	accessibility	NOUN
globalce-229	152	8	and	and	CCONJ
globalce-229	152	9	collaborative	collaborative	ADJ
globalce-229	152	10	development	development	NOUN
globalce-229	152	11	,	,	PUNCT
globalce-229	152	12	offering	offer	VERB
globalce-229	152	13	a	a	DET
globalce-229	152	14	parameter	parameter	NOUN
globalce-229	152	15	range	range	NOUN
globalce-229	152	16	from	from	ADP
globalce-229	152	17	7	7	NUM
globalce-229	152	18	billion	billion	NUM
globalce-229	152	19	to	to	ADP
globalce-229	152	20	70	70	NUM
globalce-229	152	21	billion	billion	NUM
globalce-229	152	22	.	.	PUNCT
globalce-229	153	1	additionally	additionally	ADV
globalce-229	153	2	,	,	PUNCT
globalce-229	153	3	llama	llama	PROPN
globalce-229	153	4	2	2	NUM
globalce-229	153	5	distinguishes	distinguish	VERB
globalce-229	153	6	itself	itself	PRON
globalce-229	153	7	through	through	ADP
globalce-229	153	8	its	its	PRON
globalce-229	153	9	speed	speed	NOUN
globalce-229	153	10	,	,	PUNCT
globalce-229	153	11	which	which	PRON
globalce-229	153	12	outperforms	outperform	VERB
globalce-229	153	13	earlier	early	ADJ
globalce-229	153	14	models	model	NOUN
globalce-229	153	15	.	.	PUNCT
globalce-229	154	1	this	this	PRON
globalce-229	154	2	is	be	AUX
globalce-229	154	3	particularly	particularly	ADV
globalce-229	154	4	advantageous	advantageous	ADJ
globalce-229	154	5	for	for	ADP
globalce-229	154	6	time	time	NOUN
globalce-229	154	7	-	-	PUNCT
globalce-229	154	8	sensitive	sensitive	ADJ
globalce-229	154	9	tasks	task	NOUN
globalce-229	154	10	and	and	CCONJ
globalce-229	154	11	applications	application	NOUN
globalce-229	154	12	requiring	require	VERB
globalce-229	154	13	rapid	rapid	ADJ
globalce-229	154	14	processing	processing	NOUN
globalce-229	154	15	,	,	PUNCT
globalce-229	154	16	like	like	ADP
globalce-229	154	17	mental	mental	ADJ
globalce-229	154	18	health	health	NOUN
globalce-229	154	19	chatbots	chatbot	NOUN
globalce-229	154	20	.	.	PUNCT
globalce-229	155	1	moreover	moreover	ADV
globalce-229	155	2	,	,	PUNCT
globalce-229	155	3	llama	llama	PROPN
globalce-229	155	4	2	2	NUM
globalce-229	155	5	offers	offer	VERB
globalce-229	155	6	comprehensive	comprehensive	ADJ
globalce-229	155	7	documentation	documentation	NOUN
globalce-229	155	8	and	and	CCONJ
globalce-229	155	9	a	a	DET
globalce-229	155	10	supportive	supportive	ADJ
globalce-229	155	11	open	open	ADJ
globalce-229	155	12	-	-	PUNCT
globalce-229	155	13	source	source	NOUN
globalce-229	155	14	community	community	NOUN
globalce-229	155	15	,	,	PUNCT
globalce-229	155	16	facilitating	facilitate	VERB
globalce-229	155	17	its	its	PRON
globalce-229	155	18	integration	integration	NOUN
globalce-229	155	19	.	.	PUNCT
globalce-229	156	1	as	as	SCONJ
globalce-229	156	2	large	large	ADJ
globalce-229	156	3	language	language	NOUN
globalce-229	156	4	models	model	NOUN
globalce-229	156	5	evolve	evolve	VERB
globalce-229	156	6	rapidly	rapidly	ADV
globalce-229	156	7	,	,	PUNCT
globalce-229	156	8	future	future	ADJ
globalce-229	156	9	iterations	iteration	NOUN
globalce-229	156	10	of	of	ADP
globalce-229	156	11	this	this	DET
globalce-229	156	12	work	work	NOUN
globalce-229	156	13	will	will	AUX
globalce-229	156	14	consider	consider	VERB
globalce-229	156	15	adopting	adopt	VERB
globalce-229	156	16	more	more	ADV
globalce-229	156	17	advanced	advanced	ADJ
globalce-229	156	18	models.9	models.9	NOUN
globalce-229	156	19	integration	integration	NOUN
globalce-229	156	20	with	with	ADP
globalce-229	156	21	chatbot	chatbot	NOUN
globalce-229	156	22	firstly	firstly	ADV
globalce-229	156	23	,	,	PUNCT
globalce-229	156	24	a	a	DET
globalce-229	156	25	unity	unity	NOUN
globalce-229	156	26	project	project	NOUN
globalce-229	156	27	was	be	AUX
globalce-229	156	28	set	set	VERB
globalce-229	156	29	up	up	ADP
globalce-229	156	30	with	with	ADP
globalce-229	156	31	the	the	DET
globalce-229	156	32	necessary	necessary	ADJ
globalce-229	156	33	dependencies	dependency	NOUN
globalce-229	156	34	installed	instal	VERB
globalce-229	156	35	to	to	PART
globalce-229	156	36	enable	enable	VERB
globalce-229	156	37	the	the	DET
globalce-229	156	38	companion	companion	NOUN
globalce-229	156	39	to	to	PART
globalce-229	156	40	be	be	AUX
globalce-229	156	41	deployed	deploy	VERB
globalce-229	156	42	into	into	ADP
globalce-229	156	43	a	a	DET
globalce-229	156	44	mobile	mobile	ADJ
globalce-229	156	45	application	application	NOUN
globalce-229	156	46	.	.	PUNCT
globalce-229	157	1	inworld	inworld	NOUN
globalce-229	157	2	ai	ai	VERB
globalce-229	157	3	is	be	AUX
globalce-229	157	4	an	an	DET
globalce-229	157	5	engine	engine	NOUN
globalce-229	157	6	that	that	PRON
globalce-229	157	7	was	be	AUX
globalce-229	157	8	used	use	VERB
globalce-229	157	9	to	to	PART
globalce-229	157	10	create	create	VERB
globalce-229	157	11	a	a	DET
globalce-229	157	12	character	character	NOUN
globalce-229	157	13	prefab	prefab	ADJ
globalce-229	157	14	to	to	PART
globalce-229	157	15	import	import	VERB
globalce-229	157	16	into	into	ADP
globalce-229	157	17	unity	unity	NOUN
globalce-229	157	18	.	.	PUNCT
globalce-229	158	1	to	to	PART
globalce-229	158	2	begin	begin	VERB
globalce-229	158	3	with	with	ADP
globalce-229	158	4	,	,	PUNCT
globalce-229	158	5	the	the	DET
globalce-229	158	6	inworld	inworld	NOUN
globalce-229	158	7	ai	ai	VERB
globalce-229	158	8	software	software	NOUN
globalce-229	158	9	had	have	VERB
globalce-229	158	10	to	to	PART
globalce-229	158	11	be	be	AUX
globalce-229	158	12	downloaded	download	VERB
globalce-229	158	13	and	and	CCONJ
globalce-229	158	14	interfaced	interface	VERB
globalce-229	158	15	with	with	ADP
globalce-229	158	16	the	the	DET
globalce-229	158	17	unity	unity	NOUN
globalce-229	158	18	platform	platform	NOUN
globalce-229	158	19	.	.	PUNCT
globalce-229	159	1	then	then	ADV
globalce-229	159	2	,	,	PUNCT
globalce-229	159	3	after	after	SCONJ
globalce-229	159	4	the	the	DET
globalce-229	159	5	avatar	avatar	NOUN
globalce-229	159	6	was	be	AUX
globalce-229	159	7	generated	generate	VERB
globalce-229	159	8	using	use	VERB
globalce-229	159	9	ready	ready	ADJ
globalce-229	159	10	player	player	NOUN
globalce-229	159	11	me	i	PRON
globalce-229	159	12	,	,	PUNCT
globalce-229	159	13	a	a	DET
globalce-229	159	14	cross	cross	ADJ
globalce-229	159	15	-	-	ADJ
globalce-229	159	16	game	game	ADJ
globalce-229	159	17	avatar	avatar	ADJ
globalce-229	159	18	platform	platform	NOUN
globalce-229	159	19	that	that	PRON
globalce-229	159	20	enables	enable	VERB
globalce-229	159	21	avatar	avatar	ADJ
globalce-229	159	22	creation	creation	NOUN
globalce-229	159	23	and	and	CCONJ
globalce-229	159	24	seamless	seamless	ADJ
globalce-229	159	25	integration	integration	NOUN
globalce-229	159	26	into	into	ADP
globalce-229	159	27	other	other	ADJ
globalce-229	159	28	platforms	platform	NOUN
globalce-229	159	29	,	,	PUNCT
globalce-229	159	30	its	its	PRON
globalce-229	159	31	characteristics	characteristic	NOUN
globalce-229	159	32	were	be	AUX
globalce-229	159	33	customized	customize	VERB
globalce-229	159	34	using	use	VERB
globalce-229	159	35	the	the	DET
globalce-229	159	36	inworld	inworld	NOUN
globalce-229	159	37	ai	ai	VERB
globalce-229	159	38	portal	portal	ADJ
globalce-229	159	39	.	.	PUNCT
globalce-229	160	1	the	the	DET
globalce-229	160	2	api	api	NOUN
globalce-229	160	3	keys	key	NOUN
globalce-229	160	4	were	be	AUX
globalce-229	160	5	then	then	ADV
globalce-229	160	6	configured	configure	VERB
globalce-229	160	7	within	within	ADP
globalce-229	160	8	the	the	DET
globalce-229	160	9	unity	unity	NOUN
globalce-229	160	10	project	project	NOUN
globalce-229	160	11	to	to	PART
globalce-229	160	12	import	import	VERB
globalce-229	160	13	the	the	DET
globalce-229	160	14	character	character	NOUN
globalce-229	160	15	into	into	ADP
globalce-229	160	16	the	the	DET
globalce-229	160	17	environment	environment	NOUN
globalce-229	160	18	.	.	PUNCT
globalce-229	161	1	the	the	DET
globalce-229	161	2	built	build	VERB
globalce-229	161	3	-	-	PUNCT
globalce-229	161	4	in	in	ADP
globalce-229	161	5	speech	speech	NOUN
globalce-229	161	6	of	of	ADP
globalce-229	161	7	the	the	DET
globalce-229	161	8	character	character	NOUN
globalce-229	161	9	was	be	AUX
globalce-229	161	10	replaced	replace	VERB
globalce-229	161	11	with	with	ADP
globalce-229	161	12	the	the	DET
globalce-229	161	13	mental	mental	ADJ
globalce-229	161	14	health	health	NOUN
globalce-229	161	15	chatbot	chatbot	NOUN
globalce-229	161	16	.	.	PUNCT
globalce-229	162	1	visual	visual	ADJ
globalce-229	162	2	customizations	customization	NOUN
globalce-229	162	3	from	from	ADP
globalce-229	162	4	ready	ready	ADJ
globalce-229	162	5	player	player	NOUN
globalce-229	162	6	me	i	PRON
globalce-229	162	7	were	be	AUX
globalce-229	162	8	refined	refine	VERB
globalce-229	162	9	,	,	PUNCT
globalce-229	162	10	and	and	CCONJ
globalce-229	162	11	inworld	inworld	NOUN
globalce-229	162	12	ai	ai	VERB
globalce-229	162	13	’s	’s	PART
globalce-229	162	14	tools	tool	NOUN
globalce-229	162	15	were	be	AUX
globalce-229	162	16	used	use	VERB
globalce-229	162	17	to	to	PART
globalce-229	162	18	adjust	adjust	VERB
globalce-229	162	19	baseline	baseline	ADJ
globalce-229	162	20	emotional	emotional	ADJ
globalce-229	162	21	expressions	expression	NOUN
globalce-229	162	22	and	and	CCONJ
globalce-229	162	23	idle	idle	ADJ
globalce-229	162	24	animations	animation	NOUN
globalce-229	162	25	to	to	PART
globalce-229	162	26	suit	suit	VERB
globalce-229	162	27	a	a	DET
globalce-229	162	28	mental	mental	ADJ
globalce-229	162	29	health	health	NOUN
globalce-229	162	30	companion	companion	NOUN
globalce-229	162	31	.	.	PUNCT
globalce-229	163	1	the	the	DET
globalce-229	163	2	imported	import	VERB
globalce-229	163	3	character	character	NOUN
globalce-229	163	4	in	in	ADP
globalce-229	163	5	the	the	DET
globalce-229	163	6	project	project	NOUN
globalce-229	163	7	had	have	VERB
globalce-229	163	8	to	to	PART
globalce-229	163	9	be	be	AUX
globalce-229	163	10	positioned	position	VERB
globalce-229	163	11	,	,	PUNCT
globalce-229	163	12	rotated	rotate	VERB
globalce-229	163	13	,	,	PUNCT
globalce-229	163	14	and	and	CCONJ
globalce-229	163	15	scaled	scale	VERB
globalce-229	163	16	to	to	ADP
globalce-229	163	17	the	the	DET
globalce-229	163	18	correct	correct	ADJ
globalce-229	163	19	proportions	proportion	NOUN
globalce-229	163	20	relative	relative	ADJ
globalce-229	163	21	to	to	ADP
globalce-229	163	22	the	the	DET
globalce-229	163	23	room	room	NOUN
globalce-229	163	24	.	.	PUNCT
globalce-229	164	1	this	this	DET
globalce-229	164	2	process	process	NOUN
globalce-229	164	3	required	require	VERB
globalce-229	164	4	trial	trial	NOUN
globalce-229	164	5	and	and	CCONJ
globalce-229	164	6	error	error	NOUN
globalce-229	164	7	,	,	PUNCT
globalce-229	164	8	and	and	CCONJ
globalce-229	164	9	it	it	PRON
globalce-229	164	10	had	have	VERB
globalce-229	164	11	to	to	PART
globalce-229	164	12	be	be	AUX
globalce-229	164	13	made	make	VERB
globalce-229	164	14	such	such	ADJ
globalce-229	164	15	that	that	SCONJ
globalce-229	164	16	it	it	PRON
globalce-229	164	17	aligned	align	VERB
globalce-229	164	18	with	with	ADP
globalce-229	164	19	the	the	DET
globalce-229	164	20	realworld	realworld	PROPN
globalce-229	164	21	surfaces	surface	NOUN
globalce-229	164	22	and	and	CCONJ
globalce-229	164	23	surroundings	surrounding	NOUN
globalce-229	164	24	based	base	VERB
globalce-229	164	25	on	on	ADP
globalce-229	164	26	the	the	DET
globalce-229	164	27	camera	camera	NOUN
globalce-229	164	28	position	position	NOUN
globalce-229	164	29	.	.	PUNCT
globalce-229	165	1	the	the	DET
globalce-229	165	2	avatar	avatar	NOUN
globalce-229	165	3	was	be	AUX
globalce-229	165	4	also	also	ADV
globalce-229	165	5	fitted	fit	VERB
globalce-229	165	6	with	with	ADP
globalce-229	165	7	a	a	DET
globalce-229	165	8	script	script	NOUN
globalce-229	165	9	to	to	PART
globalce-229	165	10	make	make	VERB
globalce-229	165	11	it	it	PRON
globalce-229	165	12	move	move	VERB
globalce-229	165	13	wherever	wherever	SCONJ
globalce-229	165	14	the	the	DET
globalce-229	165	15	user	user	NOUN
globalce-229	165	16	desired	desire	VERB
globalce-229	165	17	by	by	ADP
globalce-229	165	18	just	just	ADV
globalce-229	165	19	clicking	click	VERB
globalce-229	165	20	on	on	ADP
globalce-229	165	21	the	the	DET
globalce-229	165	22	spot	spot	NOUN
globalce-229	165	23	.	.	PUNCT
globalce-229	166	1	this	this	PRON
globalce-229	166	2	was	be	AUX
globalce-229	166	3	done	do	VERB
globalce-229	166	4	to	to	PART
globalce-229	166	5	ensure	ensure	VERB
globalce-229	166	6	the	the	DET
globalce-229	166	7	companion	companion	NOUN
globalce-229	166	8	was	be	AUX
globalce-229	166	9	placed	place	VERB
globalce-229	166	10	in	in	ADP
globalce-229	166	11	the	the	DET
globalce-229	166	12	position	position	NOUN
globalce-229	166	13	where	where	SCONJ
globalce-229	166	14	the	the	DET
globalce-229	166	15	user	user	NOUN
globalce-229	166	16	was	be	AUX
globalce-229	166	17	most	most	ADV
globalce-229	166	18	comfortable	comfortable	ADJ
globalce-229	166	19	.	.	PUNCT
globalce-229	167	1	this	this	DET
globalce-229	167	2	level	level	NOUN
globalce-229	167	3	of	of	ADP
globalce-229	167	4	personalization	personalization	NOUN
globalce-229	167	5	was	be	AUX
globalce-229	167	6	aimed	aim	VERB
globalce-229	167	7	at	at	ADP
globalce-229	167	8	giving	give	VERB
globalce-229	167	9	the	the	DET
globalce-229	167	10	user	user	NOUN
globalce-229	167	11	the	the	DET
globalce-229	167	12	best	good	ADJ
globalce-229	167	13	experience	experience	NOUN
globalce-229	167	14	possible	possible	ADJ
globalce-229	167	15	.	.	PUNCT
globalce-229	168	1	inworld	inworld	NOUN
globalce-229	168	2	ai	ai	VERB
globalce-229	168	3	,	,	PUNCT
globalce-229	168	4	a	a	DET
globalce-229	168	5	character	character	NOUN
globalce-229	168	6	engine	engine	NOUN
globalce-229	168	7	developed	develop	VERB
globalce-229	168	8	by	by	ADP
globalce-229	168	9	thegist	thegist	PROPN
globalce-229	168	10	,	,	PUNCT
globalce-229	168	11	inc	inc	PROPN
globalce-229	168	12	.	.	PROPN
globalce-229	169	1	(	(	PUNCT
globalce-229	169	2	dba	dba	PROPN
globalce-229	169	3	inworld	inworld	NOUN
globalce-229	169	4	ai	ai	VERB
globalce-229	169	5	,	,	PUNCT
globalce-229	169	6	new	new	PROPN
globalce-229	169	7	york	york	PROPN
globalce-229	169	8	,	,	PUNCT
globalce-229	169	9	ny	ny	PROPN
globalce-229	169	10	,	,	PUNCT
globalce-229	169	11	usa	usa	PROPN
globalce-229	169	12	,	,	PUNCT
globalce-229	169	13	with	with	SCONJ
globalce-229	169	14	its	its	PRON
globalce-229	169	15	platform	platform	NOUN
globalce-229	169	16	publicly	publicly	ADV
globalce-229	169	17	launched	launch	VERB
globalce-229	169	18	c.2022	c.2022	NOUN
globalce-229	169	19	and	and	CCONJ
globalce-229	169	20	continuously	continuously	ADV
globalce-229	169	21	updated	update	VERB
globalce-229	169	22	)	)	PUNCT
globalce-229	169	23	,	,	PUNCT
globalce-229	169	24	is	be	AUX
globalce-229	169	25	used	use	VERB
globalce-229	169	26	to	to	PART
globalce-229	169	27	create	create	VERB
globalce-229	169	28	non	non	ADJ
globalce-229	169	29	-	-	ADJ
globalce-229	169	30	playable	playable	ADJ
globalce-229	169	31	characters	character	NOUN
globalce-229	169	32	in	in	ADP
globalce-229	169	33	games	game	NOUN
globalce-229	169	34	using	use	VERB
globalce-229	169	35	ai	ai	NOUN
globalce-229	169	36	,	,	PUNCT
globalce-229	169	37	natural	natural	ADJ
globalce-229	169	38	language	language	NOUN
globalce-229	169	39	processing	processing	NOUN
globalce-229	169	40	,	,	PUNCT
globalce-229	169	41	emotional	emotional	ADJ
globalce-229	169	42	simulation	simulation	NOUN
globalce-229	169	43	,	,	PUNCT
globalce-229	169	44	and	and	CCONJ
globalce-229	169	45	behavior	behavior	NOUN
globalce-229	169	46	modeling	modeling	NOUN
globalce-229	169	47	.	.	PUNCT
globalce-229	170	1	it	it	PRON
globalce-229	170	2	generates	generate	VERB
globalce-229	170	3	expressions	expression	NOUN
globalce-229	170	4	and	and	CCONJ
globalce-229	170	5	facial	facial	ADJ
globalce-229	170	6	features	feature	NOUN
globalce-229	170	7	based	base	VERB
globalce-229	170	8	on	on	ADP
globalce-229	170	9	the	the	DET
globalce-229	170	10	character	character	NOUN
globalce-229	170	11	’s	’s	PART
globalce-229	170	12	behavior	behavior	NOUN
globalce-229	170	13	using	use	VERB
globalce-229	170	14	ai	ai	NOUN
globalce-229	170	15	models	model	NOUN
globalce-229	170	16	that	that	PRON
globalce-229	170	17	mimic	mimic	VERB
globalce-229	170	18	human	human	ADJ
globalce-229	170	19	gestures.10	gestures.10	NOUN
globalce-229	170	20	the	the	DET
globalce-229	170	21	avatars	avatar	NOUN
globalce-229	170	22	were	be	AUX
globalce-229	170	23	also	also	ADV
globalce-229	170	24	modified	modify	VERB
globalce-229	170	25	in	in	ADP
globalce-229	170	26	this	this	DET
globalce-229	170	27	study	study	NOUN
globalce-229	170	28	.	.	PUNCT
globalce-229	171	1	this	this	DET
globalce-229	171	2	behavior	behavior	NOUN
globalce-229	171	3	is	be	AUX
globalce-229	171	4	determined	determine	VERB
globalce-229	171	5	by	by	ADP
globalce-229	171	6	the	the	DET
globalce-229	171	7	information	information	NOUN
globalce-229	171	8	we	we	PRON
globalce-229	171	9	feed	feed	VERB
globalce-229	171	10	it	it	PRON
globalce-229	171	11	.	.	PUNCT
globalce-229	172	1	characteristics	characteristic	NOUN
globalce-229	172	2	such	such	ADJ
globalce-229	172	3	as	as	ADP
globalce-229	172	4	anger	anger	NOUN
globalce-229	172	5	,	,	PUNCT
globalce-229	172	6	confidence	confidence	NOUN
globalce-229	172	7	,	,	PUNCT
globalce-229	172	8	and	and	CCONJ
globalce-229	172	9	aggressiveness	aggressiveness	NOUN
globalce-229	172	10	,	,	PUNCT
globalce-229	172	11	for	for	ADP
globalce-229	172	12	example	example	NOUN
globalce-229	172	13	,	,	PUNCT
globalce-229	172	14	can	can	AUX
globalce-229	172	15	be	be	AUX
globalce-229	172	16	changed	change	VERB
globalce-229	172	17	using	use	VERB
globalce-229	172	18	the	the	DET
globalce-229	172	19	user	user	NOUN
globalce-229	172	20	interaction	interaction	NOUN
globalce-229	172	21	tools	tool	NOUN
globalce-229	172	22	.	.	PUNCT
globalce-229	173	1	these	these	DET
globalce-229	173	2	characteristics	characteristic	NOUN
globalce-229	173	3	influence	influence	VERB
globalce-229	173	4	how	how	SCONJ
globalce-229	173	5	the	the	DET
globalce-229	173	6	avatars	avatar	NOUN
globalce-229	173	7	communicate	communicate	VERB
globalce-229	173	8	and	and	CCONJ
globalce-229	173	9	interact	interact	VERB
globalce-229	173	10	with	with	ADP
globalce-229	173	11	the	the	DET
globalce-229	173	12	user	user	NOUN
globalce-229	173	13	.	.	PUNCT
globalce-229	174	1	this	this	PRON
globalce-229	174	2	can	can	AUX
globalce-229	174	3	be	be	AUX
globalce-229	174	4	brought	bring	VERB
globalce-229	174	5	to	to	ADP
globalce-229	174	6	the	the	DET
globalce-229	174	7	user	user	NOUN
globalce-229	174	8	by	by	ADP
globalce-229	174	9	our	our	PRON
globalce-229	174	10	custom	custom	NOUN
globalce-229	174	11	mental	mental	ADJ
globalce-229	174	12	health	health	NOUN
globalce-229	174	13	chatbot	chatbot	NOUN
globalce-229	174	14	,	,	PUNCT
globalce-229	174	15	which	which	PRON
globalce-229	174	16	bypasses	bypass	VERB
globalce-229	174	17	the	the	DET
globalce-229	174	18	default	default	NOUN
globalce-229	174	19	conversational	conversational	ADJ
globalce-229	174	20	settings	setting	NOUN
globalce-229	174	21	.	.	PUNCT
globalce-229	175	1	the	the	DET
globalce-229	175	2	first	first	ADJ
globalce-229	175	3	step	step	NOUN
globalce-229	175	4	was	be	AUX
globalce-229	175	5	to	to	PART
globalce-229	175	6	create	create	VERB
globalce-229	175	7	the	the	DET
globalce-229	175	8	chatbot	chatbot	NOUN
globalce-229	175	9	,	,	PUNCT
globalce-229	175	10	which	which	PRON
globalce-229	175	11	has	have	AUX
globalce-229	175	12	already	already	ADV
globalce-229	175	13	been	be	AUX
globalce-229	175	14	described	describe	VERB
globalce-229	175	15	.	.	PUNCT
globalce-229	176	1	post	post	ADJ
globalce-229	176	2	-	-	ADJ
globalce-229	176	3	chatbot	chatbot	ADJ
globalce-229	176	4	creation	creation	NOUN
globalce-229	176	5	,	,	PUNCT
globalce-229	176	6	it	it	PRON
globalce-229	176	7	is	be	AUX
globalce-229	176	8	to	to	PART
globalce-229	176	9	be	be	AUX
globalce-229	176	10	interfaced	interface	VERB
globalce-229	176	11	with	with	ADP
globalce-229	176	12	the	the	DET
globalce-229	176	13	character	character	NOUN
globalce-229	176	14	instead	instead	ADV
globalce-229	176	15	of	of	ADP
globalce-229	176	16	the	the	DET
globalce-229	176	17	in	in	ADV
globalce-229	176	18	-	-	PUNCT
globalce-229	176	19	built	build	VERB
globalce-229	176	20	gpt-3	gpt-3	NOUN
globalce-229	176	21	model	model	NOUN
globalce-229	176	22	.	.	PUNCT
globalce-229	177	1	emotion	emotion	NOUN
globalce-229	177	2	detection	detection	NOUN
globalce-229	177	3	is	be	AUX
globalce-229	177	4	another	another	DET
globalce-229	177	5	important	important	ADJ
globalce-229	177	6	aspect	aspect	NOUN
globalce-229	177	7	of	of	ADP
globalce-229	177	8	figure	figure	NOUN
globalce-229	177	9	3	3	NUM
globalce-229	177	10	.	.	PUNCT
globalce-229	177	11	knowledge	knowledge	NOUN
globalce-229	177	12	base	base	NOUN
globalce-229	177	13	construction	construction	NOUN
globalce-229	177	14	.	.	PUNCT
globalce-229	178	1	p.	p.	PROPN
globalce-229	178	2	kumar	kumar	PROPN
globalce-229	178	3	,	,	PUNCT
globalce-229	178	4	a.	a.	PROPN
globalce-229	178	5	kumar	kumar	PROPN
globalce-229	178	6	,	,	PUNCT
globalce-229	178	7	prasanna	prasanna	PROPN
globalce-229	178	8	:	:	PUNCT
globalce-229	178	9	case	case	NOUN
globalce-229	178	10	study	study	NOUN
globalce-229	178	11	:	:	PUNCT
globalce-229	178	12	augmented	augment	VERB
globalce-229	178	13	reality	reality	NOUN
globalce-229	178	14	enabled	enable	VERB
globalce-229	178	15	mental	mental	ADJ
globalce-229	178	16	health	health	NOUN
globalce-229	178	17	chatbot	chatbot	NOUN
globalce-229	178	18	j	j	PROPN
globalce-229	179	1	global	global	ADJ
globalce-229	179	2	clinical	clinical	ADJ
globalce-229	179	3	engineering	engineering	NOUN
globalce-229	179	4	vol.7	vol.7	PROPN
globalce-229	179	5	issue	issue	NOUN
globalce-229	179	6	2	2	NUM
globalce-229	179	7	:	:	PUNCT
globalce-229	179	8	2025	2025	NUM
globalce-229	179	9	56	56	NUM
globalce-229	179	10	this	this	DET
globalce-229	179	11	application	application	NOUN
globalce-229	179	12	that	that	PRON
globalce-229	179	13	needs	need	VERB
globalce-229	179	14	to	to	PART
globalce-229	179	15	be	be	AUX
globalce-229	179	16	improved	improve	VERB
globalce-229	179	17	upon	upon	SCONJ
globalce-229	179	18	in	in	ADP
globalce-229	179	19	the	the	DET
globalce-229	179	20	next	next	ADJ
globalce-229	179	21	iterations	iteration	NOUN
globalce-229	179	22	of	of	ADP
globalce-229	179	23	it.11	it.11	ADJ
globalce-229	179	24	user	user	NOUN
globalce-229	179	25	interface	interface	NOUN
globalce-229	179	26	(	(	PUNCT
globalce-229	179	27	ui	ui	PROPN
globalce-229	179	28	)	)	PUNCT
globalce-229	179	29	the	the	DET
globalce-229	179	30	initial	initial	ADJ
globalce-229	179	31	version	version	NOUN
globalce-229	179	32	of	of	ADP
globalce-229	179	33	the	the	DET
globalce-229	179	34	ui	ui	PROPN
globalce-229	179	35	had	have	VERB
globalce-229	179	36	a	a	DET
globalce-229	179	37	canvas	canvas	NOUN
globalce-229	179	38	with	with	ADP
globalce-229	179	39	buttons	button	NOUN
globalce-229	179	40	to	to	PART
globalce-229	179	41	allow	allow	VERB
globalce-229	179	42	the	the	DET
globalce-229	179	43	user	user	NOUN
globalce-229	179	44	to	to	PART
globalce-229	179	45	navigate	navigate	VERB
globalce-229	179	46	between	between	ADP
globalce-229	179	47	different	different	ADJ
globalce-229	179	48	functionalities	functionality	NOUN
globalce-229	179	49	of	of	ADP
globalce-229	179	50	the	the	DET
globalce-229	179	51	application	application	NOUN
globalce-229	179	52	.	.	PUNCT
globalce-229	180	1	however	however	ADV
globalce-229	180	2	,	,	PUNCT
globalce-229	180	3	this	this	PRON
globalce-229	180	4	was	be	AUX
globalce-229	180	5	removed	remove	VERB
globalce-229	180	6	to	to	PART
globalce-229	180	7	truly	truly	ADV
globalce-229	180	8	make	make	VERB
globalce-229	180	9	the	the	DET
globalce-229	180	10	application	application	NOUN
globalce-229	180	11	even	even	ADV
globalce-229	180	12	more	more	ADJ
globalce-229	180	13	user	user	NOUN
globalce-229	180	14	-	-	PUNCT
globalce-229	180	15	friendly	friendly	ADJ
globalce-229	180	16	and	and	CCONJ
globalce-229	180	17	non	non	ADJ
globalce-229	180	18	-	-	ADJ
globalce-229	180	19	frustrating	frustrating	ADJ
globalce-229	180	20	.	.	PUNCT
globalce-229	181	1	the	the	DET
globalce-229	181	2	idea	idea	NOUN
globalce-229	181	3	of	of	ADP
globalce-229	181	4	the	the	DET
globalce-229	181	5	avatar	avatar	ADJ
globalce-229	181	6	companion	companion	NOUN
globalce-229	181	7	fulfilling	fulfil	VERB
globalce-229	181	8	all	all	PRON
globalce-229	181	9	of	of	ADP
globalce-229	181	10	the	the	DET
globalce-229	181	11	user	user	NOUN
globalce-229	181	12	’s	’s	PART
globalce-229	181	13	commands	command	NOUN
globalce-229	181	14	and	and	CCONJ
globalce-229	181	15	the	the	DET
globalce-229	181	16	avatar	avatar	NOUN
globalce-229	181	17	acting	acting	NOUN
globalce-229	181	18	as	as	SCONJ
globalce-229	181	19	the	the	DET
globalce-229	181	20	interface	interface	NOUN
globalce-229	181	21	was	be	AUX
globalce-229	181	22	more	more	ADV
globalce-229	181	23	appropriate	appropriate	ADJ
globalce-229	181	24	.	.	PUNCT
globalce-229	182	1	thus	thus	ADV
globalce-229	182	2	,	,	PUNCT
globalce-229	182	3	the	the	DET
globalce-229	182	4	ui	ui	NOUN
globalce-229	182	5	was	be	AUX
globalce-229	182	6	changed	change	VERB
globalce-229	182	7	to	to	PART
globalce-229	182	8	make	make	VERB
globalce-229	182	9	the	the	DET
globalce-229	182	10	companion	companion	NOUN
globalce-229	182	11	-	-	PUNCT
globalce-229	182	12	user	user	NOUN
globalce-229	182	13	relationship	relationship	NOUN
globalce-229	182	14	the	the	DET
globalce-229	182	15	most	most	ADV
globalce-229	182	16	important	important	ADJ
globalce-229	182	17	aspect	aspect	NOUN
globalce-229	182	18	of	of	ADP
globalce-229	182	19	the	the	DET
globalce-229	182	20	project	project	NOUN
globalce-229	182	21	.	.	PUNCT
globalce-229	183	1	this	this	PRON
globalce-229	183	2	also	also	ADV
globalce-229	183	3	enables	enable	VERB
globalce-229	183	4	future	future	ADJ
globalce-229	183	5	iterations	iteration	NOUN
globalce-229	183	6	of	of	ADP
globalce-229	183	7	the	the	DET
globalce-229	183	8	application	application	NOUN
globalce-229	183	9	to	to	PART
globalce-229	183	10	have	have	VERB
globalce-229	183	11	more	more	ADV
globalce-229	183	12	interesting	interesting	ADJ
globalce-229	183	13	use	use	NOUN
globalce-229	183	14	cases	case	NOUN
globalce-229	183	15	and	and	CCONJ
globalce-229	183	16	functionalities.12	functionalities.12	PROPN
globalce-229	183	17	natural	natural	ADJ
globalce-229	183	18	interactions	interaction	NOUN
globalce-229	183	19	talking	talk	VERB
globalce-229	183	20	with	with	ADP
globalce-229	183	21	the	the	DET
globalce-229	183	22	character	character	NOUN
globalce-229	183	23	mimics	mimic	VERB
globalce-229	183	24	human	human	ADJ
globalce-229	183	25	conversation	conversation	NOUN
globalce-229	183	26	.	.	PUNCT
globalce-229	184	1	this	this	PRON
globalce-229	184	2	is	be	AUX
globalce-229	184	3	an	an	DET
globalce-229	184	4	intuitive	intuitive	ADJ
globalce-229	184	5	approach	approach	NOUN
globalce-229	184	6	that	that	PRON
globalce-229	184	7	lowers	lower	VERB
globalce-229	184	8	the	the	DET
globalce-229	184	9	cognitive	cognitive	ADJ
globalce-229	184	10	load	load	NOUN
globalce-229	184	11	for	for	ADP
globalce-229	184	12	the	the	DET
globalce-229	184	13	user	user	NOUN
globalce-229	184	14	.	.	PUNCT
globalce-229	185	1	this	this	DET
globalce-229	185	2	lower	low	ADJ
globalce-229	185	3	barrier	barrier	NOUN
globalce-229	185	4	to	to	ADP
globalce-229	185	5	entry	entry	NOUN
globalce-229	185	6	can	can	AUX
globalce-229	185	7	be	be	AUX
globalce-229	185	8	the	the	DET
globalce-229	185	9	difference	difference	NOUN
globalce-229	185	10	between	between	ADP
globalce-229	185	11	the	the	DET
globalce-229	185	12	app	app	NOUN
globalce-229	185	13	being	be	AUX
globalce-229	185	14	used	use	VERB
globalce-229	185	15	or	or	CCONJ
globalce-229	185	16	not	not	PART
globalce-229	185	17	.	.	PUNCT
globalce-229	186	1	convenience	convenience	NOUN
globalce-229	186	2	as	as	SCONJ
globalce-229	186	3	the	the	DET
globalce-229	186	4	interface	interface	NOUN
globalce-229	186	5	is	be	AUX
globalce-229	186	6	completely	completely	ADV
globalce-229	186	7	voice	voice	NOUN
globalce-229	186	8	-	-	PUNCT
globalce-229	186	9	based	base	VERB
globalce-229	186	10	,	,	PUNCT
globalce-229	186	11	people	people	NOUN
globalce-229	186	12	with	with	ADP
globalce-229	186	13	disabilities	disability	NOUN
globalce-229	186	14	,	,	PUNCT
globalce-229	186	15	such	such	ADJ
globalce-229	186	16	as	as	ADP
globalce-229	186	17	motor	motor	NOUN
globalce-229	186	18	or	or	CCONJ
globalce-229	186	19	vision	vision	NOUN
globalce-229	186	20	impairments	impairment	NOUN
globalce-229	186	21	,	,	PUNCT
globalce-229	186	22	can	can	AUX
globalce-229	186	23	use	use	VERB
globalce-229	186	24	the	the	DET
globalce-229	186	25	application	application	NOUN
globalce-229	186	26	.	.	PUNCT
globalce-229	187	1	going	go	VERB
globalce-229	187	2	forward	forward	ADV
globalce-229	187	3	,	,	PUNCT
globalce-229	187	4	it	it	PRON
globalce-229	187	5	can	can	AUX
globalce-229	187	6	use	use	VERB
globalce-229	187	7	the	the	DET
globalce-229	187	8	information	information	NOUN
globalce-229	187	9	from	from	ADP
globalce-229	187	10	the	the	DET
globalce-229	187	11	user	user	NOUN
globalce-229	187	12	to	to	PART
globalce-229	187	13	guide	guide	VERB
globalce-229	187	14	them	they	PRON
globalce-229	187	15	to	to	PART
globalce-229	187	16	take	take	VERB
globalce-229	187	17	medication	medication	NOUN
globalce-229	187	18	on	on	ADP
globalce-229	187	19	time	time	NOUN
globalce-229	187	20	.	.	PUNCT
globalce-229	188	1	efficiency	efficiency	NOUN
globalce-229	188	2	the	the	DET
globalce-229	188	3	commands	command	NOUN
globalce-229	188	4	are	be	AUX
globalce-229	188	5	much	much	ADV
globalce-229	188	6	faster	fast	ADJ
globalce-229	188	7	when	when	SCONJ
globalce-229	188	8	voice	voice	NOUN
globalce-229	188	9	-	-	PUNCT
globalce-229	188	10	based	base	VERB
globalce-229	188	11	compared	compare	VERB
globalce-229	188	12	to	to	ADP
globalce-229	188	13	navigating	navigate	VERB
globalce-229	188	14	through	through	ADP
globalce-229	188	15	menus	menus	NOUN
globalce-229	188	16	and	and	CCONJ
globalce-229	188	17	typing	type	VERB
globalce-229	188	18	the	the	DET
globalce-229	188	19	queries	query	NOUN
globalce-229	188	20	,	,	PUNCT
globalce-229	188	21	as	as	ADP
globalce-229	188	22	with	with	ADP
globalce-229	188	23	conventional	conventional	ADJ
globalce-229	188	24	chatbots	chatbot	NOUN
globalce-229	188	25	.	.	PUNCT
globalce-229	189	1	personalization	personalization	NOUN
globalce-229	189	2	as	as	SCONJ
globalce-229	189	3	the	the	DET
globalce-229	189	4	chatbot	chatbot	NOUN
globalce-229	189	5	learns	learn	VERB
globalce-229	189	6	from	from	ADP
globalce-229	189	7	previous	previous	ADJ
globalce-229	189	8	interactions	interaction	NOUN
globalce-229	189	9	with	with	ADP
globalce-229	189	10	the	the	DET
globalce-229	189	11	user	user	NOUN
globalce-229	189	12	,	,	PUNCT
globalce-229	189	13	this	this	PRON
globalce-229	189	14	brings	bring	VERB
globalce-229	189	15	a	a	DET
globalce-229	189	16	level	level	NOUN
globalce-229	189	17	of	of	ADP
globalce-229	189	18	personalization	personalization	NOUN
globalce-229	189	19	to	to	ADP
globalce-229	189	20	the	the	DET
globalce-229	189	21	user	user	NOUN
globalce-229	189	22	interface	interface	NOUN
globalce-229	189	23	that	that	PRON
globalce-229	189	24	is	be	AUX
globalce-229	189	25	just	just	ADV
globalce-229	189	26	not	not	PART
globalce-229	189	27	possible	possible	ADJ
globalce-229	189	28	through	through	ADP
globalce-229	189	29	hard	hard	ADV
globalce-229	189	30	-	-	PUNCT
globalce-229	189	31	coded	code	VERB
globalce-229	189	32	menus	menu	NOUN
globalce-229	189	33	.	.	PUNCT
globalce-229	190	1	the	the	DET
globalce-229	190	2	chatbot	chatbot	NOUN
globalce-229	190	3	has	have	VERB
globalce-229	190	4	the	the	DET
globalce-229	190	5	ability	ability	NOUN
globalce-229	190	6	to	to	PART
globalce-229	190	7	give	give	VERB
globalce-229	190	8	personalized	personalized	ADJ
globalce-229	190	9	information	information	NOUN
globalce-229	190	10	in	in	ADP
globalce-229	190	11	less	less	ADJ
globalce-229	190	12	time	time	NOUN
globalce-229	190	13	.	.	PUNCT
globalce-229	191	1	it	it	PRON
globalce-229	191	2	is	be	AUX
globalce-229	191	3	hypothesized	hypothesize	VERB
globalce-229	191	4	that	that	SCONJ
globalce-229	191	5	,	,	PUNCT
globalce-229	191	6	as	as	SCONJ
globalce-229	191	7	the	the	DET
globalce-229	191	8	relationship	relationship	NOUN
globalce-229	191	9	between	between	ADP
globalce-229	191	10	the	the	DET
globalce-229	191	11	user	user	NOUN
globalce-229	191	12	and	and	CCONJ
globalce-229	191	13	arden	arden	PROPN
globalce-229	191	14	grows	grow	VERB
globalce-229	191	15	,	,	PUNCT
globalce-229	191	16	the	the	DET
globalce-229	191	17	application	application	NOUN
globalce-229	191	18	will	will	AUX
globalce-229	191	19	achieve	achieve	VERB
globalce-229	191	20	higher	high	ADJ
globalce-229	191	21	retention	retention	NOUN
globalce-229	191	22	and	and	CCONJ
globalce-229	191	23	usage	usage	NOUN
globalce-229	191	24	rates	rate	NOUN
globalce-229	191	25	.	.	PUNCT
globalce-229	192	1	this	this	PRON
globalce-229	192	2	is	be	AUX
globalce-229	192	3	much	much	ADV
globalce-229	192	4	more	more	ADJ
globalce-229	192	5	than	than	ADP
globalce-229	192	6	what	what	PRON
globalce-229	192	7	a	a	DET
globalce-229	192	8	traditional	traditional	ADJ
globalce-229	192	9	interface	interface	NOUN
globalce-229	192	10	can	can	AUX
globalce-229	192	11	do	do	AUX
globalce-229	192	12	.	.	PUNCT
globalce-229	193	1	results	result	NOUN
globalce-229	193	2	recommendation	recommendation	NOUN
globalce-229	193	3	from	from	ADP
globalce-229	193	4	professionals	professional	NOUN
globalce-229	193	5	the	the	DET
globalce-229	193	6	ai	ai	NOUN
globalce-229	193	7	companion	companion	NOUN
globalce-229	193	8	was	be	AUX
globalce-229	193	9	developed	develop	VERB
globalce-229	193	10	in	in	ADP
globalce-229	193	11	consultation	consultation	NOUN
globalce-229	193	12	with	with	ADP
globalce-229	193	13	mental	mental	ADJ
globalce-229	193	14	health	health	NOUN
globalce-229	193	15	professionals	professional	NOUN
globalce-229	193	16	to	to	PART
globalce-229	193	17	ensure	ensure	VERB
globalce-229	193	18	the	the	DET
globalce-229	193	19	ethical	ethical	ADJ
globalce-229	193	20	integrity	integrity	NOUN
globalce-229	193	21	of	of	ADP
globalce-229	193	22	the	the	DET
globalce-229	193	23	application	application	NOUN
globalce-229	193	24	while	while	SCONJ
globalce-229	193	25	validating	validate	VERB
globalce-229	193	26	the	the	DET
globalce-229	193	27	responsible	responsible	ADJ
globalce-229	193	28	ai	ai	NOUN
globalce-229	193	29	training	training	NOUN
globalce-229	193	30	,	,	PUNCT
globalce-229	193	31	clinical	clinical	ADJ
globalce-229	193	32	relevance	relevance	NOUN
globalce-229	193	33	,	,	PUNCT
globalce-229	193	34	and	and	CCONJ
globalce-229	193	35	accuracy	accuracy	NOUN
globalce-229	193	36	of	of	ADP
globalce-229	193	37	their	their	PRON
globalce-229	193	38	responses	response	NOUN
globalce-229	193	39	.	.	PUNCT
globalce-229	194	1	the	the	DET
globalce-229	194	2	application	application	NOUN
globalce-229	194	3	developed	develop	VERB
globalce-229	194	4	primarily	primarily	ADV
globalce-229	194	5	complements	complement	VERB
globalce-229	194	6	the	the	DET
globalce-229	194	7	therapeutic	therapeutic	ADJ
globalce-229	194	8	practices	practice	NOUN
globalce-229	194	9	,	,	PUNCT
globalce-229	194	10	addressing	address	VERB
globalce-229	194	11	the	the	DET
globalce-229	194	12	gap	gap	NOUN
globalce-229	194	13	in	in	ADP
globalce-229	194	14	mental	mental	ADJ
globalce-229	194	15	health	health	NOUN
globalce-229	194	16	delivery	delivery	NOUN
globalce-229	194	17	systems.13	systems.13	PROPN
globalce-229	194	18	in	in	ADP
globalce-229	194	19	alignment	alignment	NOUN
globalce-229	194	20	with	with	ADP
globalce-229	194	21	this	this	DET
globalce-229	194	22	approach	approach	NOUN
globalce-229	194	23	,	,	PUNCT
globalce-229	194	24	the	the	DET
globalce-229	194	25	proposed	propose	VERB
globalce-229	194	26	idea	idea	NOUN
globalce-229	194	27	of	of	ADP
globalce-229	194	28	this	this	DET
globalce-229	194	29	ar	ar	NOUN
globalce-229	194	30	-	-	PUNCT
globalce-229	194	31	enabled	enable	VERB
globalce-229	194	32	chatbot	chatbot	NOUN
globalce-229	194	33	application	application	NOUN
globalce-229	194	34	was	be	AUX
globalce-229	194	35	taken	take	VERB
globalce-229	194	36	to	to	ADP
globalce-229	194	37	a	a	DET
globalce-229	194	38	mental	mental	ADJ
globalce-229	194	39	health	health	NOUN
globalce-229	194	40	professional	professional	NOUN
globalce-229	194	41	at	at	ADP
globalce-229	194	42	the	the	DET
globalce-229	194	43	national	national	PROPN
globalce-229	194	44	institute	institute	PROPN
globalce-229	194	45	for	for	ADP
globalce-229	194	46	empowerment	empowerment	NOUN
globalce-229	194	47	of	of	ADP
globalce-229	194	48	persons	person	NOUN
globalce-229	194	49	with	with	ADP
globalce-229	194	50	multiple	multiple	ADJ
globalce-229	194	51	disabilities	disability	NOUN
globalce-229	194	52	(	(	PUNCT
globalce-229	194	53	niepmd	niepmd	NOUN
globalce-229	194	54	)	)	PUNCT
globalce-229	194	55	in	in	ADP
globalce-229	194	56	india	india	PROPN
globalce-229	194	57	for	for	ADP
globalce-229	194	58	initial	initial	ADJ
globalce-229	194	59	validation	validation	NOUN
globalce-229	194	60	.	.	PUNCT
globalce-229	195	1	the	the	DET
globalce-229	195	2	key	key	ADJ
globalce-229	195	3	suggestions	suggestion	NOUN
globalce-229	195	4	that	that	PRON
globalce-229	195	5	were	be	AUX
globalce-229	195	6	implemented	implement	VERB
globalce-229	195	7	include	include	VERB
globalce-229	195	8	:	:	PUNCT
globalce-229	195	9	ease	ease	NOUN
globalce-229	195	10	of	of	ADP
globalce-229	195	11	use	use	NOUN
globalce-229	195	12	,	,	PUNCT
globalce-229	195	13	efficient	efficient	ADJ
globalce-229	195	14	interaction	interaction	NOUN
globalce-229	195	15	without	without	ADP
globalce-229	195	16	too	too	ADV
globalce-229	195	17	many	many	ADJ
globalce-229	195	18	menus	menu	NOUN
globalce-229	195	19	,	,	PUNCT
globalce-229	195	20	and	and	CCONJ
globalce-229	195	21	personalization	personalization	NOUN
globalce-229	195	22	.	.	PUNCT
globalce-229	196	1	the	the	DET
globalce-229	196	2	other	other	ADJ
globalce-229	196	3	recommendation	recommendation	NOUN
globalce-229	196	4	was	be	AUX
globalce-229	196	5	to	to	PART
globalce-229	196	6	target	target	VERB
globalce-229	196	7	general	general	ADJ
globalce-229	196	8	mental	mental	ADJ
globalce-229	196	9	health	health	NOUN
globalce-229	196	10	needs	need	NOUN
globalce-229	196	11	,	,	PUNCT
globalce-229	196	12	thereby	thereby	ADV
globalce-229	196	13	broadening	broaden	VERB
globalce-229	196	14	the	the	DET
globalce-229	196	15	scope	scope	NOUN
globalce-229	196	16	of	of	ADP
globalce-229	196	17	the	the	DET
globalce-229	196	18	application	application	NOUN
globalce-229	196	19	.	.	PUNCT
globalce-229	197	1	this	this	PRON
globalce-229	197	2	further	far	ADV
globalce-229	197	3	enhanced	enhance	VERB
globalce-229	197	4	the	the	DET
globalce-229	197	5	efficacy	efficacy	NOUN
globalce-229	197	6	of	of	ADP
globalce-229	197	7	the	the	DET
globalce-229	197	8	large	large	ADJ
globalce-229	197	9	language	language	NOUN
globalce-229	197	10	model	model	NOUN
globalce-229	197	11	by	by	ADP
globalce-229	197	12	allowing	allow	VERB
globalce-229	197	13	it	it	PRON
globalce-229	197	14	to	to	PART
globalce-229	197	15	specialize	specialize	VERB
globalce-229	197	16	in	in	ADP
globalce-229	197	17	highdemand	highdemand	NOUN
globalce-229	197	18	and	and	CCONJ
globalce-229	197	19	specific	specific	ADJ
globalce-229	197	20	areas	area	NOUN
globalce-229	197	21	of	of	ADP
globalce-229	197	22	mental	mental	ADJ
globalce-229	197	23	health	health	NOUN
globalce-229	197	24	.	.	PUNCT
globalce-229	198	1	subsequent	subsequent	ADJ
globalce-229	198	2	steps	step	NOUN
globalce-229	198	3	focused	focus	VERB
globalce-229	198	4	on	on	ADP
globalce-229	198	5	niche	niche	NOUN
globalce-229	198	6	areas	area	NOUN
globalce-229	198	7	such	such	ADJ
globalce-229	198	8	as	as	ADP
globalce-229	198	9	stress	stress	NOUN
globalce-229	198	10	management	management	NOUN
globalce-229	198	11	,	,	PUNCT
globalce-229	198	12	anxiety	anxiety	NOUN
globalce-229	198	13	,	,	PUNCT
globalce-229	198	14	and	and	CCONJ
globalce-229	198	15	depression	depression	NOUN
globalce-229	198	16	,	,	PUNCT
globalce-229	198	17	to	to	PART
globalce-229	198	18	name	name	VERB
globalce-229	198	19	a	a	DET
globalce-229	198	20	few	few	ADJ
globalce-229	198	21	.	.	PUNCT
globalce-229	199	1	once	once	ADV
globalce-229	199	2	a	a	DET
globalce-229	199	3	basic	basic	ADJ
globalce-229	199	4	prototype	prototype	NOUN
globalce-229	199	5	was	be	AUX
globalce-229	199	6	developed	develop	VERB
globalce-229	199	7	,	,	PUNCT
globalce-229	199	8	it	it	PRON
globalce-229	199	9	underwent	undergo	VERB
globalce-229	199	10	further	further	ADJ
globalce-229	199	11	evaluation	evaluation	NOUN
globalce-229	199	12	for	for	ADP
globalce-229	199	13	feedback	feedback	NOUN
globalce-229	199	14	on	on	ADP
globalce-229	199	15	clinical	clinical	ADJ
globalce-229	199	16	efficacy	efficacy	NOUN
globalce-229	199	17	.	.	PUNCT
globalce-229	200	1	the	the	DET
globalce-229	200	2	user	user	NOUN
globalce-229	200	3	base	base	NOUN
globalce-229	200	4	was	be	AUX
globalce-229	200	5	defined	define	VERB
globalce-229	200	6	in	in	ADP
globalce-229	200	7	the	the	DET
globalce-229	200	8	review	review	NOUN
globalce-229	200	9	process	process	NOUN
globalce-229	200	10	of	of	ADP
globalce-229	200	11	the	the	DET
globalce-229	200	12	prototype	prototype	NOUN
globalce-229	200	13	.	.	PUNCT
globalce-229	201	1	the	the	DET
globalce-229	201	2	prototype	prototype	NOUN
globalce-229	201	3	was	be	AUX
globalce-229	201	4	intended	intend	VERB
globalce-229	201	5	to	to	PART
globalce-229	201	6	be	be	AUX
globalce-229	201	7	prescribed	prescribe	VERB
globalce-229	201	8	to	to	ADP
globalce-229	201	9	selected	select	VERB
globalce-229	201	10	users	user	NOUN
globalce-229	201	11	based	base	VERB
globalce-229	201	12	on	on	ADP
globalce-229	201	13	their	their	PRON
globalce-229	201	14	psychological	psychological	ADJ
globalce-229	201	15	profiles	profile	NOUN
globalce-229	201	16	,	,	PUNCT
globalce-229	201	17	following	follow	VERB
globalce-229	201	18	consultation	consultation	NOUN
globalce-229	201	19	with	with	ADP
globalce-229	201	20	a	a	DET
globalce-229	201	21	certified	certify	VERB
globalce-229	201	22	mental	mental	ADJ
globalce-229	201	23	health	health	NOUN
globalce-229	201	24	professional	professional	NOUN
globalce-229	201	25	.	.	PUNCT
globalce-229	202	1	consequently	consequently	ADV
globalce-229	202	2	,	,	PUNCT
globalce-229	202	3	the	the	DET
globalce-229	202	4	chatbot	chatbot	NOUN
globalce-229	202	5	should	should	AUX
globalce-229	202	6	be	be	AUX
globalce-229	202	7	deployed	deploy	VERB
globalce-229	202	8	as	as	ADP
globalce-229	202	9	part	part	NOUN
globalce-229	202	10	of	of	ADP
globalce-229	202	11	a	a	DET
globalce-229	202	12	hybrid	hybrid	ADJ
globalce-229	202	13	healthcare	healthcare	NOUN
globalce-229	202	14	model	model	NOUN
globalce-229	202	15	,	,	PUNCT
globalce-229	202	16	ensuring	ensure	VERB
globalce-229	202	17	that	that	SCONJ
globalce-229	202	18	the	the	DET
globalce-229	202	19	mental	mental	ADJ
globalce-229	202	20	health	health	NOUN
globalce-229	202	21	professional	professional	NOUN
globalce-229	202	22	remains	remain	VERB
globalce-229	202	23	actively	actively	ADV
globalce-229	202	24	involved	involve	VERB
globalce-229	202	25	in	in	ADP
globalce-229	202	26	the	the	DET
globalce-229	202	27	patient	patient	NOUN
globalce-229	202	28	care	care	NOUN
globalce-229	202	29	loop	loop	NOUN
globalce-229	202	30	.	.	PUNCT
globalce-229	203	1	patient	patient	ADJ
globalce-229	203	2	confidentiality	confidentiality	NOUN
globalce-229	203	3	was	be	AUX
globalce-229	203	4	a	a	DET
globalce-229	203	5	major	major	ADJ
globalce-229	203	6	concern	concern	NOUN
globalce-229	203	7	.	.	PUNCT
globalce-229	204	1	based	base	VERB
globalce-229	204	2	on	on	ADP
globalce-229	204	3	these	these	DET
globalce-229	204	4	inputs	input	NOUN
globalce-229	204	5	and	and	CCONJ
globalce-229	204	6	further	further	ADJ
globalce-229	204	7	research	research	NOUN
globalce-229	204	8	,	,	PUNCT
globalce-229	204	9	it	it	PRON
globalce-229	204	10	was	be	AUX
globalce-229	204	11	evident	evident	ADJ
globalce-229	204	12	that	that	SCONJ
globalce-229	204	13	any	any	DET
globalce-229	204	14	solution	solution	NOUN
globalce-229	204	15	in	in	ADP
globalce-229	204	16	this	this	DET
globalce-229	204	17	domain	domain	NOUN
globalce-229	204	18	must	must	AUX
globalce-229	204	19	strictly	strictly	ADV
globalce-229	204	20	adhere	adhere	VERB
globalce-229	204	21	to	to	ADP
globalce-229	204	22	data	datum	NOUN
globalce-229	204	23	privacy	privacy	NOUN
globalce-229	204	24	regulations.14	regulations.14	NOUN
globalce-229	204	25	while	while	SCONJ
globalce-229	204	26	our	our	PRON
globalce-229	204	27	study	study	NOUN
globalce-229	204	28	has	have	AUX
globalce-229	204	29	not	not	PART
globalce-229	204	30	yet	yet	ADV
globalce-229	204	31	encountered	encounter	VERB
globalce-229	204	32	situations	situation	NOUN
globalce-229	204	33	that	that	PRON
globalce-229	204	34	raise	raise	VERB
globalce-229	204	35	privacy	privacy	NOUN
globalce-229	204	36	concerns	concern	NOUN
globalce-229	204	37	,	,	PUNCT
globalce-229	204	38	future	future	ADJ
globalce-229	204	39	research	research	NOUN
globalce-229	204	40	and	and	CCONJ
globalce-229	204	41	similar	similar	ADJ
globalce-229	204	42	product	product	NOUN
globalce-229	204	43	developments	development	NOUN
globalce-229	204	44	will	will	AUX
globalce-229	204	45	need	need	VERB
globalce-229	204	46	to	to	PART
globalce-229	204	47	ensure	ensure	VERB
globalce-229	204	48	robust	robust	ADJ
globalce-229	204	49	measures	measure	NOUN
globalce-229	204	50	that	that	PRON
globalce-229	204	51	protect	protect	VERB
globalce-229	204	52	patient	patient	ADJ
globalce-229	204	53	data	datum	NOUN
globalce-229	204	54	.	.	PUNCT
globalce-229	205	1	parameter	parameter	NOUN
globalce-229	205	2	tuning	tuning	NOUN
globalce-229	205	3	as	as	SCONJ
globalce-229	205	4	outlined	outline	VERB
globalce-229	205	5	in	in	ADP
globalce-229	205	6	figure	figure	NOUN
globalce-229	205	7	4	4	NUM
globalce-229	205	8	,	,	PUNCT
globalce-229	205	9	the	the	DET
globalce-229	205	10	mental	mental	ADJ
globalce-229	205	11	health	health	NOUN
globalce-229	205	12	chatbot	chatbot	NOUN
globalce-229	205	13	offers	offer	VERB
globalce-229	205	14	a	a	DET
globalce-229	205	15	range	range	NOUN
globalce-229	205	16	of	of	ADP
globalce-229	205	17	features	feature	NOUN
globalce-229	205	18	that	that	PRON
globalce-229	205	19	are	be	AUX
globalce-229	205	20	designed	design	VERB
globalce-229	205	21	to	to	PART
globalce-229	205	22	be	be	AUX
globalce-229	205	23	beneficial	beneficial	ADJ
globalce-229	205	24	57	57	NUM
globalce-229	205	25	j	j	PROPN
globalce-229	205	26	global	global	ADJ
globalce-229	205	27	clinical	clinical	ADJ
globalce-229	205	28	engineering	engineering	NOUN
globalce-229	205	29	vol.7	vol.7	PROPN
globalce-229	205	30	issue	issue	NOUN
globalce-229	205	31	2	2	NUM
globalce-229	205	32	:	:	PUNCT
globalce-229	205	33	2025	2025	NUM
globalce-229	205	34	p.	p.	NOUN
globalce-229	205	35	kumar	kumar	PROPN
globalce-229	205	36	,	,	PUNCT
globalce-229	205	37	a.	a.	PROPN
globalce-229	205	38	kumar	kumar	PROPN
globalce-229	205	39	,	,	PUNCT
globalce-229	205	40	prasanna	prasanna	PROPN
globalce-229	205	41	:	:	PUNCT
globalce-229	205	42	case	case	NOUN
globalce-229	205	43	study	study	NOUN
globalce-229	205	44	:	:	PUNCT
globalce-229	205	45	augmented	augment	VERB
globalce-229	205	46	reality	reality	NOUN
globalce-229	205	47	enabled	enable	VERB
globalce-229	205	48	mental	mental	ADJ
globalce-229	205	49	health	health	NOUN
globalce-229	205	50	chatbot	chatbot	NOUN
globalce-229	205	51	to	to	ADP
globalce-229	205	52	patients	patient	NOUN
globalce-229	205	53	.	.	PUNCT
globalce-229	206	1	to	to	PART
globalce-229	206	2	achieve	achieve	VERB
globalce-229	206	3	this	this	PRON
globalce-229	206	4	,	,	PUNCT
globalce-229	206	5	various	various	ADJ
globalce-229	206	6	parameters	parameter	NOUN
globalce-229	206	7	are	be	AUX
globalce-229	206	8	optimized	optimize	VERB
globalce-229	206	9	to	to	PART
globalce-229	206	10	define	define	VERB
globalce-229	206	11	the	the	DET
globalce-229	206	12	state	state	NOUN
globalce-229	206	13	-	-	PUNCT
globalce-229	206	14	of	of	ADP
globalce-229	206	15	-	-	PUNCT
globalce-229	206	16	the	the	DET
globalce-229	206	17	-	-	PUNCT
globalce-229	206	18	art	art	NOUN
globalce-229	206	19	large	large	ADJ
globalce-229	206	20	language	language	NOUN
globalce-229	206	21	model	model	NOUN
globalce-229	206	22	-	-	PUNCT
globalce-229	206	23	based	base	VERB
globalce-229	206	24	chatbot	chatbot	NOUN
globalce-229	206	25	.	.	PUNCT
globalce-229	207	1	fine	fine	ADJ
globalce-229	207	2	-	-	PUNCT
globalce-229	207	3	tuning	tuning	NOUN
globalce-229	207	4	is	be	AUX
globalce-229	207	5	accomplished	accomplish	VERB
globalce-229	207	6	by	by	ADP
globalce-229	207	7	adjusting	adjust	VERB
globalce-229	207	8	parameters	parameter	NOUN
globalce-229	207	9	such	such	ADJ
globalce-229	207	10	as	as	ADP
globalce-229	207	11	temperature	temperature	NOUN
globalce-229	207	12	,	,	PUNCT
globalce-229	207	13	maximum	maximum	ADJ
globalce-229	207	14	generation	generation	NOUN
globalce-229	207	15	length	length	NOUN
globalce-229	207	16	,	,	PUNCT
globalce-229	207	17	and	and	CCONJ
globalce-229	207	18	sampling	sample	VERB
globalce-229	207	19	,	,	PUNCT
globalce-229	207	20	among	among	ADP
globalce-229	207	21	others.15	others.15	ADJ
globalce-229	207	22	rigorous	rigorous	ADJ
globalce-229	207	23	evaluations	evaluation	NOUN
globalce-229	207	24	of	of	ADP
globalce-229	207	25	the	the	DET
globalce-229	207	26	developed	develop	VERB
globalce-229	207	27	model	model	NOUN
globalce-229	207	28	are	be	AUX
globalce-229	207	29	performed	perform	VERB
globalce-229	207	30	to	to	PART
globalce-229	207	31	mitigate	mitigate	VERB
globalce-229	207	32	risks	risk	NOUN
globalce-229	207	33	and	and	CCONJ
globalce-229	207	34	streamline	streamline	VERB
globalce-229	207	35	responses	response	NOUN
globalce-229	207	36	to	to	PART
globalce-229	207	37	align	align	VERB
globalce-229	207	38	with	with	ADP
globalce-229	207	39	the	the	DET
globalce-229	207	40	user	user	NOUN
globalce-229	207	41	’s	’s	PART
globalce-229	207	42	needs	need	NOUN
globalce-229	207	43	and	and	CCONJ
globalce-229	207	44	expectations	expectation	NOUN
globalce-229	207	45	.	.	PUNCT
globalce-229	208	1	the	the	DET
globalce-229	208	2	paradigm	paradigm	NOUN
globalce-229	208	3	of	of	ADP
globalce-229	208	4	the	the	DET
globalce-229	208	5	response	response	NOUN
globalce-229	208	6	is	be	AUX
globalce-229	208	7	facilitated	facilitate	VERB
globalce-229	208	8	by	by	ADP
globalce-229	208	9	the	the	DET
globalce-229	208	10	availability	availability	NOUN
globalce-229	208	11	of	of	ADP
globalce-229	208	12	these	these	DET
globalce-229	208	13	parameters	parameter	NOUN
globalce-229	208	14	.	.	PUNCT
globalce-229	209	1	temperature	temperature	NOUN
globalce-229	209	2	is	be	AUX
globalce-229	209	3	a	a	DET
globalce-229	209	4	variable	variable	NOUN
globalce-229	209	5	that	that	PRON
globalce-229	209	6	tells	tell	VERB
globalce-229	209	7	us	we	PRON
globalce-229	209	8	how	how	SCONJ
globalce-229	209	9	incidental	incidental	ADJ
globalce-229	209	10	the	the	DET
globalce-229	209	11	output	output	NOUN
globalce-229	209	12	or	or	CCONJ
globalce-229	209	13	the	the	DET
globalce-229	209	14	response	response	NOUN
globalce-229	209	15	generated	generate	VERB
globalce-229	209	16	is.16	is.16	PROPN
globalce-229	209	17	the	the	DET
globalce-229	209	18	values	value	NOUN
globalce-229	209	19	can	can	AUX
globalce-229	209	20	be	be	AUX
globalce-229	209	21	interpreted	interpret	VERB
globalce-229	209	22	as	as	SCONJ
globalce-229	209	23	follows	follow	VERB
globalce-229	209	24	:	:	PUNCT
globalce-229	209	25	if	if	SCONJ
globalce-229	209	26	the	the	DET
globalce-229	209	27	temperature	temperature	NOUN
globalce-229	209	28	values	value	NOUN
globalce-229	209	29	are	be	AUX
globalce-229	209	30	low	low	ADJ
globalce-229	209	31	,	,	PUNCT
globalce-229	209	32	the	the	DET
globalce-229	209	33	model	model	NOUN
globalce-229	209	34	is	be	AUX
globalce-229	209	35	more	more	ADV
globalce-229	209	36	deterministic	deterministic	ADJ
globalce-229	209	37	.	.	PUNCT
globalce-229	210	1	this	this	PRON
globalce-229	210	2	is	be	AUX
globalce-229	210	3	ideal	ideal	ADJ
globalce-229	210	4	for	for	ADP
globalce-229	210	5	maintaining	maintain	VERB
globalce-229	210	6	consistent	consistent	ADJ
globalce-229	210	7	and	and	CCONJ
globalce-229	210	8	reassuring	reassuring	ADJ
globalce-229	210	9	conversations	conversation	NOUN
globalce-229	210	10	in	in	ADP
globalce-229	210	11	mental	mental	ADJ
globalce-229	210	12	health	health	NOUN
globalce-229	210	13	settings	setting	NOUN
globalce-229	210	14	.	.	PUNCT
globalce-229	211	1	higher	high	ADJ
globalce-229	211	2	values	value	NOUN
globalce-229	211	3	may	may	AUX
globalce-229	211	4	introduce	introduce	VERB
globalce-229	211	5	more	more	ADJ
globalce-229	211	6	variability	variability	NOUN
globalce-229	211	7	,	,	PUNCT
globalce-229	211	8	which	which	PRON
globalce-229	211	9	may	may	AUX
globalce-229	211	10	not	not	PART
globalce-229	211	11	be	be	AUX
globalce-229	211	12	required	require	VERB
globalce-229	211	13	for	for	ADP
globalce-229	211	14	this	this	DET
globalce-229	211	15	purpose	purpose	NOUN
globalce-229	211	16	.	.	PUNCT
globalce-229	212	1	due	due	ADP
globalce-229	212	2	to	to	ADP
globalce-229	212	3	this	this	PRON
globalce-229	212	4	,	,	PUNCT
globalce-229	212	5	the	the	DET
globalce-229	212	6	temperature	temperature	NOUN
globalce-229	212	7	was	be	AUX
globalce-229	212	8	originally	originally	ADV
globalce-229	212	9	set	set	VERB
globalce-229	212	10	to	to	ADP
globalce-229	212	11	0.5.17	0.5.17	NUM
globalce-229	212	12	tokens	token	NOUN
globalce-229	212	13	with	with	ADP
globalce-229	212	14	a	a	DET
globalce-229	212	15	combined	combined	ADJ
globalce-229	212	16	likelihood	likelihood	NOUN
globalce-229	212	17	exceeding	exceed	VERB
globalce-229	212	18	a	a	DET
globalce-229	212	19	threshold	threshold	NOUN
globalce-229	212	20	(	(	PUNCT
globalce-229	212	21	p	p	NOUN
globalce-229	212	22	)	)	PUNCT
globalce-229	212	23	are	be	AUX
globalce-229	212	24	examined	examine	VERB
globalce-229	212	25	in	in	ADP
globalce-229	212	26	top	top	ADJ
globalce-229	212	27	-	-	PUNCT
globalce-229	212	28	p	p	NOUN
globalce-229	212	29	sampling	sampling	NOUN
globalce-229	212	30	,	,	PUNCT
globalce-229	212	31	which	which	PRON
globalce-229	212	32	is	be	AUX
globalce-229	212	33	sometimes	sometimes	ADV
globalce-229	212	34	referred	refer	VERB
globalce-229	212	35	to	to	ADP
globalce-229	212	36	as	as	ADP
globalce-229	212	37	nucleus	nucleus	ADJ
globalce-229	212	38	sampling	sampling	NOUN
globalce-229	212	39	.	.	PUNCT
globalce-229	213	1	this	this	PRON
globalce-229	213	2	restricts	restrict	VERB
globalce-229	213	3	the	the	DET
globalce-229	213	4	token	token	ADJ
globalce-229	213	5	selection	selection	NOUN
globalce-229	213	6	process	process	NOUN
globalce-229	213	7	by	by	ADP
globalce-229	213	8	regularly	regularly	ADV
globalce-229	213	9	modifying	modify	VERB
globalce-229	213	10	the	the	DET
globalce-229	213	11	queries	query	NOUN
globalce-229	213	12	according	accord	VERB
globalce-229	213	13	to	to	ADP
globalce-229	213	14	their	their	PRON
globalce-229	213	15	probabilities	probability	NOUN
globalce-229	213	16	.	.	PUNCT
globalce-229	214	1	this	this	DET
globalce-229	214	2	approach	approach	NOUN
globalce-229	214	3	preserves	preserve	VERB
globalce-229	214	4	focus	focus	VERB
globalce-229	214	5	on	on	ADP
globalce-229	214	6	the	the	DET
globalce-229	214	7	majority	majority	NOUN
globalce-229	214	8	of	of	ADP
globalce-229	214	9	tokens	token	NOUN
globalce-229	214	10	while	while	SCONJ
globalce-229	214	11	ensuring	ensure	VERB
globalce-229	214	12	diversity	diversity	NOUN
globalce-229	214	13	.	.	PUNCT
globalce-229	215	1	as	as	SCONJ
globalce-229	215	2	shown	show	VERB
globalce-229	215	3	in	in	ADP
globalce-229	215	4	table	table	NOUN
globalce-229	215	5	1	1	NUM
globalce-229	215	6	,	,	PUNCT
globalce-229	215	7	the	the	DET
globalce-229	215	8	maximum	maximum	ADJ
globalce-229	215	9	length	length	NOUN
globalce-229	215	10	of	of	ADP
globalce-229	215	11	the	the	DET
globalce-229	215	12	response	response	NOUN
globalce-229	215	13	generated	generate	VERB
globalce-229	215	14	is	be	AUX
globalce-229	215	15	set	set	VERB
globalce-229	215	16	to	to	PART
globalce-229	215	17	be	be	AUX
globalce-229	215	18	512	512	NUM
globalce-229	215	19	words	word	NOUN
globalce-229	215	20	.	.	PUNCT
globalce-229	216	1	seeing	see	VERB
globalce-229	216	2	as	as	ADP
globalce-229	216	3	shorter	short	ADJ
globalce-229	216	4	responses	response	NOUN
globalce-229	216	5	can	can	AUX
globalce-229	216	6	keep	keep	VERB
globalce-229	216	7	the	the	DET
globalce-229	216	8	conversations	conversation	NOUN
globalce-229	216	9	focused	focus	VERB
globalce-229	216	10	but	but	CCONJ
globalce-229	216	11	might	might	AUX
globalce-229	216	12	lead	lead	VERB
globalce-229	216	13	to	to	ADP
globalce-229	216	14	leaving	leave	VERB
globalce-229	216	15	out	out	ADP
globalce-229	216	16	details	detail	NOUN
globalce-229	216	17	,	,	PUNCT
globalce-229	216	18	this	this	PRON
globalce-229	216	19	is	be	AUX
globalce-229	216	20	an	an	DET
globalce-229	216	21	area	area	NOUN
globalce-229	216	22	with	with	ADP
globalce-229	216	23	tradeoffs	tradeoff	NOUN
globalce-229	216	24	.	.	PUNCT
globalce-229	217	1	other	other	ADJ
globalce-229	217	2	parameters	parameter	NOUN
globalce-229	217	3	,	,	PUNCT
globalce-229	217	4	such	such	ADJ
globalce-229	217	5	as	as	ADP
globalce-229	217	6	learning	learn	VERB
globalce-229	217	7	rate	rate	NOUN
globalce-229	217	8	and	and	CCONJ
globalce-229	217	9	beam	beam	NOUN
globalce-229	217	10	search	search	NOUN
globalce-229	217	11	width	width	NOUN
globalce-229	217	12	,	,	PUNCT
globalce-229	217	13	also	also	ADV
globalce-229	217	14	play	play	VERB
globalce-229	217	15	a	a	DET
globalce-229	217	16	crucial	crucial	ADJ
globalce-229	217	17	role	role	NOUN
globalce-229	217	18	in	in	ADP
globalce-229	217	19	making	make	VERB
globalce-229	217	20	the	the	DET
globalce-229	217	21	model	model	NOUN
globalce-229	217	22	dynamic	dynamic	ADJ
globalce-229	217	23	and	and	CCONJ
globalce-229	217	24	user	user	NOUN
globalce-229	217	25	-	-	PUNCT
globalce-229	217	26	friendly	friendly	ADJ
globalce-229	217	27	.	.	PUNCT
globalce-229	218	1	the	the	DET
globalce-229	218	2	existing	exist	VERB
globalce-229	218	3	learning	learning	NOUN
globalce-229	218	4	rate	rate	NOUN
globalce-229	218	5	of	of	ADP
globalce-229	218	6	the	the	DET
globalce-229	218	7	large	large	ADJ
globalce-229	218	8	language	language	NOUN
globalce-229	218	9	model	model	NOUN
globalce-229	218	10	is	be	AUX
globalce-229	218	11	0.0002.18	0.0002.18	NUM
globalce-229	218	12	figure	figure	NOUN
globalce-229	218	13	4	4	NUM
globalce-229	218	14	.	.	PUNCT
globalce-229	219	1	features	feature	NOUN
globalce-229	219	2	of	of	ADP
globalce-229	219	3	ar	ar	PROPN
globalce-229	219	4	companion	companion	NOUN
globalce-229	219	5	.	.	PUNCT
globalce-229	220	1	p.	p.	PROPN
globalce-229	220	2	kumar	kumar	PROPN
globalce-229	220	3	,	,	PUNCT
globalce-229	220	4	a.	a.	PROPN
globalce-229	220	5	kumar	kumar	PROPN
globalce-229	220	6	,	,	PUNCT
globalce-229	220	7	prasanna	prasanna	PROPN
globalce-229	220	8	:	:	PUNCT
globalce-229	220	9	case	case	NOUN
globalce-229	220	10	study	study	NOUN
globalce-229	220	11	:	:	PUNCT
globalce-229	220	12	augmented	augment	VERB
globalce-229	220	13	reality	reality	NOUN
globalce-229	220	14	enabled	enable	VERB
globalce-229	220	15	mental	mental	ADJ
globalce-229	220	16	health	health	NOUN
globalce-229	220	17	chatbot	chatbot	NOUN
globalce-229	220	18	j	j	PROPN
globalce-229	221	1	global	global	ADJ
globalce-229	221	2	clinical	clinical	ADJ
globalce-229	221	3	engineering	engineering	NOUN
globalce-229	221	4	vol.7	vol.7	PROPN
globalce-229	221	5	issue	issue	NOUN
globalce-229	221	6	2	2	NUM
globalce-229	221	7	:	:	PUNCT
globalce-229	221	8	2025	2025	NUM
globalce-229	221	9	58	58	NUM
globalce-229	221	10	the	the	DET
globalce-229	221	11	entire	entire	ADJ
globalce-229	221	12	conversation	conversation	NOUN
globalce-229	221	13	,	,	PUNCT
globalce-229	221	14	the	the	DET
globalce-229	221	15	companion	companion	NOUN
globalce-229	221	16	constantly	constantly	ADV
globalce-229	221	17	exhibits	exhibit	VERB
globalce-229	221	18	friendly	friendly	ADJ
globalce-229	221	19	body	body	NOUN
globalce-229	221	20	language	language	NOUN
globalce-229	221	21	.	.	PUNCT
globalce-229	222	1	as	as	SCONJ
globalce-229	222	2	seen	see	VERB
globalce-229	222	3	in	in	ADP
globalce-229	222	4	figure	figure	NOUN
globalce-229	222	5	5	5	NUM
globalce-229	222	6	,	,	PUNCT
globalce-229	222	7	the	the	DET
globalce-229	222	8	character	character	NOUN
globalce-229	222	9	interacts	interact	VERB
globalce-229	222	10	with	with	ADP
globalce-229	222	11	the	the	DET
globalce-229	222	12	user	user	NOUN
globalce-229	222	13	with	with	ADP
globalce-229	222	14	compassion	compassion	NOUN
globalce-229	222	15	and	and	CCONJ
globalce-229	222	16	empathy	empathy	NOUN
globalce-229	222	17	,	,	PUNCT
globalce-229	222	18	which	which	PRON
globalce-229	222	19	is	be	AUX
globalce-229	222	20	crucial	crucial	ADJ
globalce-229	222	21	when	when	SCONJ
globalce-229	222	22	dealing	deal	VERB
globalce-229	222	23	with	with	ADP
globalce-229	222	24	sensitive	sensitive	ADJ
globalce-229	222	25	topics	topic	NOUN
globalce-229	222	26	.	.	PUNCT
globalce-229	223	1	in	in	ADP
globalce-229	223	2	figure	figure	NOUN
globalce-229	223	3	6	6	NUM
globalce-229	223	4	,	,	PUNCT
globalce-229	223	5	the	the	DET
globalce-229	223	6	chatbot	chatbot	NOUN
globalce-229	223	7	asks	ask	VERB
globalce-229	223	8	the	the	DET
globalce-229	223	9	user	user	NOUN
globalce-229	223	10	to	to	PART
globalce-229	223	11	rate	rate	VERB
globalce-229	223	12	their	their	PRON
globalce-229	223	13	feelings	feeling	NOUN
globalce-229	223	14	on	on	ADP
globalce-229	223	15	a	a	DET
globalce-229	223	16	scale	scale	NOUN
globalce-229	223	17	of	of	ADP
globalce-229	223	18	1	1	NUM
globalce-229	223	19	to	to	PART
globalce-229	223	20	10	10	NUM
globalce-229	223	21	,	,	PUNCT
globalce-229	223	22	which	which	PRON
globalce-229	223	23	lets	let	VERB
globalce-229	223	24	the	the	DET
globalce-229	223	25	chatbot	chatbot	NOUN
globalce-229	223	26	deal	deal	VERB
globalce-229	223	27	with	with	ADP
globalce-229	223	28	the	the	DET
globalce-229	223	29	situation	situation	NOUN
globalce-229	223	30	differently	differently	ADV
globalce-229	223	31	based	base	VERB
globalce-229	223	32	on	on	ADP
globalce-229	223	33	the	the	DET
globalce-229	223	34	user	user	NOUN
globalce-229	223	35	’s	’s	PART
globalce-229	223	36	response	response	NOUN
globalce-229	223	37	.	.	PUNCT
globalce-229	224	1	when	when	SCONJ
globalce-229	224	2	the	the	DET
globalce-229	224	3	situation	situation	NOUN
globalce-229	224	4	is	be	AUX
globalce-229	224	5	particularly	particularly	ADV
globalce-229	224	6	difficult	difficult	ADJ
globalce-229	224	7	,	,	PUNCT
globalce-229	224	8	the	the	DET
globalce-229	224	9	user	user	NOUN
globalce-229	224	10	is	be	AUX
globalce-229	224	11	directed	direct	VERB
globalce-229	224	12	to	to	PART
globalce-229	224	13	consult	consult	VERB
globalce-229	224	14	with	with	ADP
globalce-229	224	15	the	the	DET
globalce-229	224	16	therapist	therapist	NOUN
globalce-229	224	17	.	.	PUNCT
globalce-229	225	1	in	in	ADP
globalce-229	225	2	figure	figure	NOUN
globalce-229	225	3	7	7	NUM
globalce-229	225	4	,	,	PUNCT
globalce-229	225	5	the	the	DET
globalce-229	225	6	user	user	NOUN
globalce-229	225	7	is	be	AUX
globalce-229	225	8	being	be	AUX
globalce-229	225	9	suggested	suggest	VERB
globalce-229	225	10	exercises	exercise	NOUN
globalce-229	225	11	to	to	PART
globalce-229	225	12	follow	follow	VERB
globalce-229	225	13	in	in	ADP
globalce-229	225	14	order	order	NOUN
globalce-229	225	15	to	to	PART
globalce-229	225	16	feel	feel	VERB
globalce-229	225	17	better	well	ADJ
globalce-229	225	18	.	.	PUNCT
globalce-229	226	1	in	in	ADP
globalce-229	226	2	general	general	ADJ
globalce-229	226	3	,	,	PUNCT
globalce-229	226	4	the	the	DET
globalce-229	226	5	exercises	exercise	NOUN
globalce-229	226	6	that	that	PRON
globalce-229	226	7	therapists	therapist	NOUN
globalce-229	226	8	suggest	suggest	VERB
globalce-229	226	9	to	to	ADP
globalce-229	226	10	their	their	PRON
globalce-229	226	11	patients	patient	NOUN
globalce-229	226	12	can	can	AUX
globalce-229	226	13	be	be	AUX
globalce-229	226	14	reinforced	reinforce	VERB
globalce-229	226	15	in	in	ADP
globalce-229	226	16	this	this	DET
globalce-229	226	17	app	app	NOUN
globalce-229	226	18	in	in	ADP
globalce-229	226	19	order	order	NOUN
globalce-229	226	20	to	to	PART
globalce-229	226	21	ensure	ensure	VERB
globalce-229	226	22	proper	proper	ADJ
globalce-229	226	23	completion	completion	NOUN
globalce-229	226	24	.	.	PUNCT
globalce-229	227	1	also	also	ADV
globalce-229	227	2	,	,	PUNCT
globalce-229	227	3	the	the	DET
globalce-229	227	4	app	app	NOUN
globalce-229	227	5	’s	’s	PART
globalce-229	227	6	interactive	interactive	ADJ
globalce-229	227	7	nature	nature	NOUN
globalce-229	227	8	immerses	immerse	VERB
globalce-229	227	9	the	the	DET
globalce-229	227	10	user	user	NOUN
globalce-229	227	11	in	in	ADP
globalce-229	227	12	the	the	DET
globalce-229	227	13	exercise	exercise	NOUN
globalce-229	227	14	,	,	PUNCT
globalce-229	227	15	leading	lead	VERB
globalce-229	227	16	to	to	ADP
globalce-229	227	17	improved	improved	ADJ
globalce-229	227	18	outcomes	outcome	NOUN
globalce-229	227	19	.	.	PUNCT
globalce-229	228	1	in	in	ADP
globalce-229	228	2	summary	summary	NOUN
globalce-229	228	3	,	,	PUNCT
globalce-229	228	4	the	the	DET
globalce-229	228	5	application	application	NOUN
globalce-229	228	6	interacts	interact	VERB
globalce-229	228	7	with	with	ADP
globalce-229	228	8	the	the	DET
globalce-229	228	9	user	user	NOUN
globalce-229	228	10	in	in	ADP
globalce-229	228	11	a	a	DET
globalce-229	228	12	compassionate	compassionate	ADJ
globalce-229	228	13	way	way	NOUN
globalce-229	228	14	to	to	PART
globalce-229	228	15	provide	provide	VERB
globalce-229	228	16	insights	insight	NOUN
globalce-229	228	17	and	and	CCONJ
globalce-229	228	18	aims	aim	VERB
globalce-229	228	19	to	to	PART
globalce-229	228	20	improve	improve	VERB
globalce-229	228	21	mental	mental	ADJ
globalce-229	228	22	health	health	NOUN
globalce-229	228	23	outcomes	outcome	NOUN
globalce-229	228	24	.	.	PUNCT
globalce-229	229	1	an	an	DET
globalce-229	229	2	integrated	integrate	VERB
globalce-229	229	3	mechanism	mechanism	NOUN
globalce-229	229	4	for	for	ADP
globalce-229	229	5	analyzing	analyzing	NOUN
globalce-229	229	6	and	and	CCONJ
globalce-229	229	7	a	a	DET
globalce-229	229	8	model	model	NOUN
globalce-229	229	9	that	that	PRON
globalce-229	229	10	is	be	AUX
globalce-229	229	11	fine	fine	ADV
globalce-229	229	12	-	-	PUNCT
globalce-229	229	13	tuned	tune	VERB
globalce-229	229	14	with	with	ADP
globalce-229	229	15	relevant	relevant	ADJ
globalce-229	229	16	mental	mental	ADJ
globalce-229	229	17	health	health	NOUN
globalce-229	229	18	data	datum	NOUN
globalce-229	229	19	and	and	CCONJ
globalce-229	229	20	uses	use	VERB
globalce-229	229	21	emotion	emotion	NOUN
globalce-229	229	22	tracking	tracking	NOUN
globalce-229	229	23	tools	tool	NOUN
globalce-229	229	24	to	to	PART
globalce-229	229	25	adjust	adjust	VERB
globalce-229	229	26	the	the	DET
globalce-229	229	27	model	model	NOUN
globalce-229	229	28	’s	’s	PART
globalce-229	229	29	tone	tone	NOUN
globalce-229	229	30	and	and	CCONJ
globalce-229	229	31	word	word	NOUN
globalce-229	229	32	choice	choice	NOUN
globalce-229	229	33	would	would	AUX
globalce-229	229	34	be	be	AUX
globalce-229	229	35	ideal	ideal	ADJ
globalce-229	229	36	for	for	ADP
globalce-229	229	37	this	this	DET
globalce-229	229	38	purpose	purpose	NOUN
globalce-229	229	39	.	.	PUNCT
globalce-229	230	1	setting	set	VERB
globalce-229	230	2	parameters	parameter	NOUN
globalce-229	230	3	that	that	PRON
globalce-229	230	4	encourage	encourage	VERB
globalce-229	230	5	the	the	DET
globalce-229	230	6	chatbot	chatbot	NOUN
globalce-229	230	7	to	to	PART
globalce-229	230	8	ask	ask	VERB
globalce-229	230	9	questions	question	NOUN
globalce-229	230	10	and	and	CCONJ
globalce-229	230	11	take	take	VERB
globalce-229	230	12	pauses	pause	NOUN
globalce-229	230	13	would	would	AUX
globalce-229	230	14	ensure	ensure	VERB
globalce-229	230	15	user	user	NOUN
globalce-229	230	16	engagement	engagement	NOUN
globalce-229	230	17	,	,	PUNCT
globalce-229	230	18	thereby	thereby	ADV
globalce-229	230	19	enhancing	enhance	VERB
globalce-229	230	20	interaction	interaction	NOUN
globalce-229	230	21	.	.	PUNCT
globalce-229	231	1	the	the	DET
globalce-229	231	2	recent	recent	ADJ
globalce-229	231	3	llama	llama	NOUN
globalce-229	231	4	3	3	NUM
globalce-229	231	5	model	model	NOUN
globalce-229	231	6	launched	launch	VERB
globalce-229	231	7	by	by	ADP
globalce-229	231	8	meta	meta	PROPN
globalce-229	231	9	represents	represent	VERB
globalce-229	231	10	a	a	DET
globalce-229	231	11	more	more	ADV
globalce-229	231	12	advanced	advanced	ADJ
globalce-229	231	13	and	and	CCONJ
globalce-229	231	14	efficient	efficient	ADJ
globalce-229	231	15	iteration	iteration	NOUN
globalce-229	231	16	of	of	ADP
globalce-229	231	17	large	large	ADJ
globalce-229	231	18	language	language	NOUN
globalce-229	231	19	models	model	NOUN
globalce-229	231	20	,	,	PUNCT
globalce-229	231	21	offering	offer	VERB
globalce-229	231	22	significant	significant	ADJ
globalce-229	231	23	potential	potential	NOUN
globalce-229	231	24	for	for	ADP
globalce-229	231	25	future	future	ADJ
globalce-229	231	26	applications	application	NOUN
globalce-229	231	27	in	in	ADP
globalce-229	231	28	the	the	DET
globalce-229	231	29	development	development	NOUN
globalce-229	231	30	of	of	ADP
globalce-229	231	31	mental	mental	ADJ
globalce-229	231	32	health	health	NOUN
globalce-229	231	33	chatbots	chatbot	NOUN
globalce-229	231	34	.	.	PUNCT
globalce-229	232	1	the	the	DET
globalce-229	232	2	following	follow	VERB
globalce-229	232	3	comparisons	comparison	NOUN
globalce-229	232	4	(	(	PUNCT
globalce-229	232	5	table	table	NOUN
globalce-229	232	6	2	2	NUM
globalce-229	232	7	)	)	PUNCT
globalce-229	232	8	outline	outline	NOUN
globalce-229	232	9	the	the	DET
globalce-229	232	10	key	key	ADJ
globalce-229	232	11	improvements	improvement	NOUN
globalce-229	232	12	in	in	ADP
globalce-229	232	13	the	the	DET
globalce-229	232	14	model	model	NOUN
globalce-229	232	15	,	,	PUNCT
globalce-229	232	16	as	as	SCONJ
globalce-229	232	17	indicated	indicate	VERB
globalce-229	232	18	by	by	ADP
globalce-229	232	19	meta	meta	PROPN
globalce-229	232	20	’s	’s	PART
globalce-229	232	21	advancements	advancement	NOUN
globalce-229	232	22	.	.	PUNCT
globalce-229	233	1	response	response	NOUN
globalce-229	233	2	of	of	ADP
globalce-229	233	3	the	the	DET
globalce-229	233	4	chatbot	chatbot	NOUN
globalce-229	233	5	the	the	DET
globalce-229	233	6	chatbot	chatbot	NOUN
globalce-229	233	7	shows	show	VERB
globalce-229	233	8	compassion	compassion	NOUN
globalce-229	233	9	towards	towards	ADP
globalce-229	233	10	the	the	DET
globalce-229	233	11	user	user	NOUN
globalce-229	233	12	by	by	ADP
globalce-229	233	13	first	first	ADV
globalce-229	233	14	validating	validate	VERB
globalce-229	233	15	what	what	PRON
globalce-229	233	16	the	the	DET
globalce-229	233	17	user	user	NOUN
globalce-229	233	18	feels	feel	VERB
globalce-229	233	19	and	and	CCONJ
globalce-229	233	20	gently	gently	ADV
globalce-229	233	21	suggesting	suggest	VERB
globalce-229	233	22	what	what	PRON
globalce-229	233	23	the	the	DET
globalce-229	233	24	user	user	NOUN
globalce-229	233	25	could	could	AUX
globalce-229	233	26	do	do	VERB
globalce-229	233	27	to	to	PART
globalce-229	233	28	improve	improve	VERB
globalce-229	233	29	their	their	PRON
globalce-229	233	30	situation	situation	NOUN
globalce-229	233	31	.	.	PUNCT
globalce-229	234	1	throughout	throughout	ADP
globalce-229	234	2	table	table	NOUN
globalce-229	234	3	1	1	NUM
globalce-229	234	4	.	.	PUNCT
globalce-229	235	1	hyperparameters	hyperparameter	NOUN
globalce-229	235	2	of	of	ADP
globalce-229	235	3	llama	llama	NOUN
globalce-229	235	4	2	2	NUM
globalce-229	235	5	.	.	PUNCT
globalce-229	236	1	parameters	parameter	NOUN
globalce-229	236	2	value	value	NOUN
globalce-229	236	3	learning	learn	VERB
globalce-229	236	4	rate	rate	NOUN
globalce-229	236	5	0.0002	0.0002	NUM
globalce-229	236	6	response	response	NOUN
globalce-229	236	7	speed	speed	NOUN
globalce-229	236	8	120–250	120–250	PROPN
globalce-229	236	9	s	s	PART
globalce-229	236	10	chunk	chunk	ADJ
globalce-229	236	11	size	size	NOUN
globalce-229	236	12	512	512	NUM
globalce-229	236	13	temperature	temperature	NOUN
globalce-229	236	14	0.5	0.5	NUM
globalce-229	236	15	sampling	sample	VERB
globalce-229	236	16	top	top	ADJ
globalce-229	236	17	p	p	NOUN
globalce-229	236	18	or	or	CCONJ
globalce-229	236	19	nucleus	nucleus	NOUN
globalce-229	236	20	sampling	sample	VERB
globalce-229	236	21	software	software	NOUN
globalce-229	236	22	development	development	NOUN
globalce-229	236	23	kit	kit	NOUN
globalce-229	236	24	boto3(aws	boto3(aws	PROPN
globalce-229	236	25	sdk	sdk	PROPN
globalce-229	236	26	for	for	ADP
globalce-229	236	27	python	python	PROPN
globalce-229	236	28	)	)	PUNCT
globalce-229	236	29	table	table	NOUN
globalce-229	236	30	2	2	NUM
globalce-229	236	31	.	.	PUNCT
globalce-229	236	32	comparison	comparison	NOUN
globalce-229	236	33	of	of	ADP
globalce-229	236	34	llama	llama	NOUN
globalce-229	236	35	2	2	NUM
globalce-229	236	36	and	and	CCONJ
globalce-229	236	37	llama	llama	NOUN
globalce-229	236	38	3	3	NUM
globalce-229	236	39	.	.	PUNCT
globalce-229	237	1	feature	feature	NOUN
globalce-229	237	2	llama	llama	NOUN
globalce-229	237	3	2	2	NUM
globalce-229	237	4	llama	llama	NOUN
globalce-229	237	5	3	3	NUM
globalce-229	237	6	training	training	NOUN
globalce-229	237	7	data	datum	NOUN
globalce-229	237	8	trained	train	VERB
globalce-229	237	9	on	on	ADP
globalce-229	237	10	around	around	ADP
globalce-229	237	11	2.2	2.2	NUM
globalce-229	237	12	trillion	trillion	NUM
globalce-229	237	13	tokens	token	NOUN
globalce-229	237	14	trained	train	VERB
globalce-229	237	15	on	on	ADP
globalce-229	237	16	approximately	approximately	ADV
globalce-229	237	17	15	15	NUM
globalce-229	237	18	trillion	trillion	NUM
globalce-229	237	19	tokens	token	NOUN
globalce-229	237	20	model	model	NOUN
globalce-229	237	21	sizes	size	NOUN
globalce-229	237	22	released	release	VERB
globalce-229	237	23	in	in	ADP
globalce-229	237	24	7b	7b	NUM
globalce-229	237	25	,	,	PUNCT
globalce-229	237	26	13b	13b	NUM
globalce-229	237	27	,	,	PUNCT
globalce-229	237	28	and	and	CCONJ
globalce-229	237	29	70b	70b	NOUN
globalce-229	237	30	parameter	parameter	NOUN
globalce-229	237	31	sizes	size	NOUN
globalce-229	237	32	available	available	ADJ
globalce-229	237	33	in	in	ADP
globalce-229	237	34	8b	8b	NUM
globalce-229	237	35	and	and	CCONJ
globalce-229	237	36	70b	70b	NOUN
globalce-229	237	37	parameter	parameter	NOUN
globalce-229	237	38	versions	version	NOUN
globalce-229	237	39	context	context	PROPN
globalce-229	237	40	window	window	NOUN
globalce-229	237	41	supports	support	VERB
globalce-229	237	42	up	up	ADP
globalce-229	237	43	to	to	ADP
globalce-229	237	44	4,096	4,096	NUM
globalce-229	237	45	tokens	token	NOUN
globalce-229	237	46	supports	support	VERB
globalce-229	237	47	up	up	ADP
globalce-229	237	48	to	to	ADP
globalce-229	237	49	8,192	8,192	NUM
globalce-229	237	50	tokens	token	NOUN
globalce-229	237	51	performance	performance	NOUN
globalce-229	237	52	better	well	ADJ
globalce-229	237	53	performance	performance	NOUN
globalce-229	237	54	over	over	ADP
globalce-229	237	55	llama	llama	NOUN
globalce-229	237	56	2	2	NUM
globalce-229	237	57	outperforms	outperform	NOUN
globalce-229	237	58	llama	llama	NOUN
globalce-229	237	59	3	3	NUM
globalce-229	237	60	across	across	ADP
globalce-229	237	61	all	all	DET
globalce-229	237	62	benchmarks	benchmark	NOUN
globalce-229	237	63	figure	figure	VERB
globalce-229	237	64	5	5	NUM
globalce-229	237	65	.	.	PUNCT
globalce-229	238	1	sample	sample	NOUN
globalce-229	238	2	response	response	NOUN
globalce-229	238	3	for	for	ADP
globalce-229	238	4	depression	depression	NOUN
globalce-229	238	5	.	.	PUNCT
globalce-229	239	1	figure	figure	NOUN
globalce-229	239	2	6	6	NUM
globalce-229	239	3	.	.	PUNCT
globalce-229	240	1	sample	sample	NOUN
globalce-229	240	2	response	response	NOUN
globalce-229	240	3	for	for	ADP
globalce-229	240	4	anxiety	anxiety	NOUN
globalce-229	240	5	.	.	PUNCT
globalce-229	241	1	59	59	NUM
globalce-229	241	2	j	j	PROPN
globalce-229	241	3	global	global	ADJ
globalce-229	241	4	clinical	clinical	ADJ
globalce-229	241	5	engineering	engineering	NOUN
globalce-229	241	6	vol.7	vol.7	PROPN
globalce-229	241	7	issue	issue	NOUN
globalce-229	241	8	2	2	NUM
globalce-229	241	9	:	:	PUNCT
globalce-229	241	10	2025	2025	NUM
globalce-229	241	11	p.	p.	NOUN
globalce-229	241	12	kumar	kumar	PROPN
globalce-229	241	13	,	,	PUNCT
globalce-229	241	14	a.	a.	PROPN
globalce-229	241	15	kumar	kumar	PROPN
globalce-229	241	16	,	,	PUNCT
globalce-229	241	17	prasanna	prasanna	PROPN
globalce-229	241	18	:	:	PUNCT
globalce-229	241	19	case	case	NOUN
globalce-229	241	20	study	study	NOUN
globalce-229	241	21	:	:	PUNCT
globalce-229	241	22	augmented	augment	VERB
globalce-229	241	23	reality	reality	NOUN
globalce-229	241	24	enabled	enable	VERB
globalce-229	241	25	mental	mental	ADJ
globalce-229	241	26	health	health	NOUN
globalce-229	241	27	chatbot	chatbot	NOUN
globalce-229	241	28	presenting	present	VERB
globalce-229	241	29	emotions	emotion	NOUN
globalce-229	241	30	detected	detect	VERB
globalce-229	241	31	from	from	ADP
globalce-229	241	32	the	the	DET
globalce-229	241	33	users	user	NOUN
globalce-229	241	34	’	’	PART
globalce-229	241	35	interactions	interaction	NOUN
globalce-229	241	36	with	with	ADP
globalce-229	241	37	the	the	DET
globalce-229	241	38	chatbot	chatbot	NOUN
globalce-229	241	39	proved	prove	VERB
globalce-229	241	40	to	to	PART
globalce-229	241	41	be	be	AUX
globalce-229	241	42	useful	useful	ADJ
globalce-229	241	43	.	.	PUNCT
globalce-229	242	1	throughout	throughout	ADP
globalce-229	242	2	these	these	DET
globalce-229	242	3	interactions	interaction	NOUN
globalce-229	242	4	,	,	PUNCT
globalce-229	242	5	prominent	prominent	ADJ
globalce-229	242	6	emotional	emotional	ADJ
globalce-229	242	7	states	state	NOUN
globalce-229	242	8	such	such	ADJ
globalce-229	242	9	as	as	ADP
globalce-229	242	10	happiness	happiness	NOUN
globalce-229	242	11	,	,	PUNCT
globalce-229	242	12	sadness	sadness	NOUN
globalce-229	242	13	,	,	PUNCT
globalce-229	242	14	and	and	CCONJ
globalce-229	242	15	anger	anger	NOUN
globalce-229	242	16	could	could	AUX
globalce-229	242	17	be	be	AUX
globalce-229	242	18	identified	identify	VERB
globalce-229	242	19	to	to	PART
globalce-229	242	20	help	help	VERB
globalce-229	242	21	understand	understand	VERB
globalce-229	242	22	the	the	DET
globalce-229	242	23	mental	mental	ADJ
globalce-229	242	24	state	state	NOUN
globalce-229	242	25	of	of	ADP
globalce-229	242	26	the	the	DET
globalce-229	242	27	user	user	NOUN
globalce-229	242	28	.	.	PUNCT
globalce-229	243	1	it	it	PRON
globalce-229	243	2	was	be	AUX
globalce-229	243	3	evident	evident	ADJ
globalce-229	243	4	that	that	SCONJ
globalce-229	243	5	this	this	DET
globalce-229	243	6	analysis	analysis	NOUN
globalce-229	243	7	would	would	AUX
globalce-229	243	8	help	help	VERB
globalce-229	243	9	the	the	DET
globalce-229	243	10	user	user	NOUN
globalce-229	243	11	track	track	VERB
globalce-229	243	12	their	their	PRON
globalce-229	243	13	mood	mood	NOUN
globalce-229	243	14	.	.	PUNCT
globalce-229	244	1	a	a	DET
globalce-229	244	2	formal	formal	ADJ
globalce-229	244	3	study	study	NOUN
globalce-229	244	4	is	be	AUX
globalce-229	244	5	planned	plan	VERB
globalce-229	244	6	to	to	PART
globalce-229	244	7	evaluate	evaluate	VERB
globalce-229	244	8	the	the	DET
globalce-229	244	9	therapeutic	therapeutic	ADJ
globalce-229	244	10	potential	potential	NOUN
globalce-229	244	11	of	of	ADP
globalce-229	244	12	the	the	DET
globalce-229	244	13	app	app	PROPN
globalce-229	244	14	.	.	PUNCT
globalce-229	245	1	participants	participant	NOUN
globalce-229	245	2	’	'	PUNCT
globalce-229	245	3	moods	mood	NOUN
globalce-229	245	4	will	will	AUX
globalce-229	245	5	be	be	AUX
globalce-229	245	6	assessed	assess	VERB
globalce-229	245	7	over	over	ADP
globalce-229	245	8	a	a	DET
globalce-229	245	9	30	30	NUM
globalce-229	245	10	-	-	PUNCT
globalce-229	245	11	day	day	NOUN
globalce-229	245	12	period	period	NOUN
globalce-229	245	13	using	use	VERB
globalce-229	245	14	daily	daily	ADJ
globalce-229	245	15	self	self	NOUN
globalce-229	245	16	-	-	PUNCT
globalce-229	245	17	report	report	NOUN
globalce-229	245	18	scales	scale	NOUN
globalce-229	245	19	,	,	PUNCT
globalce-229	245	20	with	with	ADP
globalce-229	245	21	additional	additional	ADJ
globalce-229	245	22	objective	objective	ADJ
globalce-229	245	23	measures	measure	NOUN
globalce-229	245	24	,	,	PUNCT
globalce-229	245	25	such	such	ADJ
globalce-229	245	26	as	as	ADP
globalce-229	245	27	physiological	physiological	ADJ
globalce-229	245	28	indicators	indicator	NOUN
globalce-229	245	29	or	or	CCONJ
globalce-229	245	30	behavioral	behavioral	ADJ
globalce-229	245	31	assessments	assessment	NOUN
globalce-229	245	32	,	,	PUNCT
globalce-229	245	33	potentially	potentially	ADV
globalce-229	245	34	incorporated	incorporate	VERB
globalce-229	245	35	.	.	PUNCT
globalce-229	246	1	data	datum	NOUN
globalce-229	246	2	analysis	analysis	NOUN
globalce-229	246	3	will	will	AUX
globalce-229	246	4	compare	compare	VERB
globalce-229	246	5	preand	preand	NOUN
globalce-229	246	6	post	post	ADJ
globalce-229	246	7	-	-	ADJ
globalce-229	246	8	study	study	ADJ
globalce-229	246	9	mood	mood	NOUN
globalce-229	246	10	scores	score	NOUN
globalce-229	246	11	,	,	PUNCT
globalce-229	246	12	along	along	ADP
globalce-229	246	13	with	with	ADP
globalce-229	246	14	any	any	DET
globalce-229	246	15	improvements	improvement	NOUN
globalce-229	246	16	reported	report	VERB
globalce-229	246	17	by	by	ADP
globalce-229	246	18	participants	participant	NOUN
globalce-229	246	19	.	.	PUNCT
globalce-229	247	1	to	to	PART
globalce-229	247	2	further	far	ADV
globalce-229	247	3	validate	validate	VERB
globalce-229	247	4	these	these	DET
globalce-229	247	5	findings	finding	NOUN
globalce-229	247	6	,	,	PUNCT
globalce-229	247	7	future	future	ADJ
globalce-229	247	8	research	research	NOUN
globalce-229	247	9	could	could	AUX
globalce-229	247	10	focus	focus	VERB
globalce-229	247	11	on	on	ADP
globalce-229	247	12	longitudinal	longitudinal	ADJ
globalce-229	247	13	studies	study	NOUN
globalce-229	247	14	and	and	CCONJ
globalce-229	247	15	randomized	randomize	VERB
globalce-229	247	16	controlled	control	VERB
globalce-229	247	17	trials	trial	NOUN
globalce-229	247	18	involving	involve	VERB
globalce-229	247	19	individuals	individual	NOUN
globalce-229	247	20	diagnosed	diagnose	VERB
globalce-229	247	21	with	with	ADP
globalce-229	247	22	mental	mental	ADJ
globalce-229	247	23	health	health	NOUN
globalce-229	247	24	conditions	condition	NOUN
globalce-229	247	25	,	,	PUNCT
globalce-229	247	26	aiming	aim	VERB
globalce-229	247	27	to	to	PART
globalce-229	247	28	rigorously	rigorously	ADV
globalce-229	247	29	quantify	quantify	VERB
globalce-229	247	30	the	the	DET
globalce-229	247	31	chatbot	chatbot	NOUN
globalce-229	247	32	’s	’s	PART
globalce-229	247	33	impact	impact	NOUN
globalce-229	247	34	on	on	ADP
globalce-229	247	35	mental	mental	ADJ
globalce-229	247	36	health	health	NOUN
globalce-229	247	37	outcomes	outcome	NOUN
globalce-229	247	38	.	.	PUNCT
globalce-229	248	1	testing	test	VERB
globalce-229	248	2	feedback	feedback	NOUN
globalce-229	248	3	the	the	DET
globalce-229	248	4	application	application	NOUN
globalce-229	248	5	was	be	AUX
globalce-229	248	6	tested	test	VERB
globalce-229	248	7	for	for	ADP
globalce-229	248	8	user	user	NOUN
globalce-229	248	9	interaction	interaction	NOUN
globalce-229	248	10	(	(	PUNCT
globalce-229	248	11	ui	ui	NOUN
globalce-229	248	12	)	)	PUNCT
globalce-229	248	13	experiences	experience	NOUN
globalce-229	248	14	,	,	PUNCT
globalce-229	248	15	and	and	CCONJ
globalce-229	248	16	some	some	DET
globalce-229	248	17	bugs	bug	NOUN
globalce-229	248	18	were	be	AUX
globalce-229	248	19	observed	observe	VERB
globalce-229	248	20	within	within	ADP
globalce-229	248	21	the	the	DET
globalce-229	248	22	app	app	NOUN
globalce-229	248	23	,	,	PUNCT
globalce-229	248	24	such	such	ADJ
globalce-229	248	25	as	as	ADP
globalce-229	248	26	the	the	DET
globalce-229	248	27	character	character	NOUN
globalce-229	248	28	moving	move	VERB
globalce-229	248	29	on	on	ADP
globalce-229	248	30	its	its	PRON
globalce-229	248	31	own	own	ADJ
globalce-229	248	32	at	at	ADP
globalce-229	248	33	times	time	NOUN
globalce-229	248	34	,	,	PUNCT
globalce-229	248	35	the	the	DET
globalce-229	248	36	app	app	NOUN
globalce-229	248	37	crashing	crash	VERB
globalce-229	248	38	during	during	ADP
globalce-229	248	39	longer	long	ADJ
globalce-229	248	40	interactions	interaction	NOUN
globalce-229	248	41	,	,	PUNCT
globalce-229	248	42	and	and	CCONJ
globalce-229	248	43	the	the	DET
globalce-229	248	44	character	character	NOUN
globalce-229	248	45	not	not	PART
globalce-229	248	46	always	always	ADV
globalce-229	248	47	being	be	AUX
globalce-229	248	48	anchored	anchor	VERB
globalce-229	248	49	in	in	ADP
globalce-229	248	50	the	the	DET
globalce-229	248	51	environment	environment	NOUN
globalce-229	248	52	correctly	correctly	ADV
globalce-229	248	53	.	.	PUNCT
globalce-229	249	1	in	in	ADP
globalce-229	249	2	terms	term	NOUN
globalce-229	249	3	of	of	ADP
globalce-229	249	4	functionality	functionality	NOUN
globalce-229	249	5	,	,	PUNCT
globalce-229	249	6	it	it	PRON
globalce-229	249	7	was	be	AUX
globalce-229	249	8	suggested	suggest	VERB
globalce-229	249	9	to	to	PART
globalce-229	249	10	add	add	VERB
globalce-229	249	11	more	more	ADJ
globalce-229	249	12	exercises	exercise	NOUN
globalce-229	249	13	and	and	CCONJ
globalce-229	249	14	activities	activity	NOUN
globalce-229	249	15	,	,	PUNCT
globalce-229	249	16	like	like	ADP
globalce-229	249	17	guided	guide	VERB
globalce-229	249	18	meditations	meditation	NOUN
globalce-229	249	19	.	.	PUNCT
globalce-229	250	1	clinician	clinician	ADJ
globalce-229	250	2	feedback	feedback	NOUN
globalce-229	250	3	the	the	DET
globalce-229	250	4	designed	design	VERB
globalce-229	250	5	application	application	NOUN
globalce-229	250	6	was	be	AUX
globalce-229	250	7	evaluated	evaluate	VERB
globalce-229	250	8	by	by	ADP
globalce-229	250	9	two	two	NUM
globalce-229	250	10	different	different	ADJ
globalce-229	250	11	psychiatrists	psychiatrist	NOUN
globalce-229	250	12	.	.	PUNCT
globalce-229	251	1	they	they	PRON
globalce-229	251	2	suggested	suggest	VERB
globalce-229	251	3	further	further	ADJ
globalce-229	251	4	work	work	NOUN
globalce-229	251	5	on	on	ADP
globalce-229	251	6	adding	add	VERB
globalce-229	251	7	more	more	ADJ
globalce-229	251	8	evidence	evidence	NOUN
globalce-229	251	9	-	-	PUNCT
globalce-229	251	10	based	base	VERB
globalce-229	251	11	exercises	exercise	NOUN
globalce-229	251	12	and	and	CCONJ
globalce-229	251	13	ensuring	ensure	VERB
globalce-229	251	14	the	the	DET
globalce-229	251	15	clinical	clinical	ADJ
globalce-229	251	16	accuracy	accuracy	NOUN
globalce-229	251	17	of	of	ADP
globalce-229	251	18	the	the	DET
globalce-229	251	19	information	information	NOUN
globalce-229	251	20	provided	provide	VERB
globalce-229	251	21	.	.	PUNCT
globalce-229	252	1	they	they	PRON
globalce-229	252	2	also	also	ADV
globalce-229	252	3	wanted	want	VERB
globalce-229	252	4	more	more	ADJ
globalce-229	252	5	features	feature	NOUN
globalce-229	252	6	in	in	ADP
globalce-229	252	7	the	the	DET
globalce-229	252	8	app	app	NOUN
globalce-229	252	9	so	so	SCONJ
globalce-229	252	10	that	that	SCONJ
globalce-229	252	11	clinicians	clinician	NOUN
globalce-229	252	12	can	can	AUX
globalce-229	252	13	,	,	PUNCT
globalce-229	252	14	with	with	ADP
globalce-229	252	15	patient	patient	ADJ
globalce-229	252	16	consent	consent	NOUN
globalce-229	252	17	,	,	PUNCT
globalce-229	252	18	access	access	NOUN
globalce-229	252	19	summaries	summary	NOUN
globalce-229	252	20	of	of	ADP
globalce-229	252	21	patients	patient	NOUN
globalce-229	252	22	’	'	PUNCT
globalce-229	252	23	interactions	interaction	NOUN
globalce-229	252	24	or	or	CCONJ
globalce-229	252	25	mood	mood	NOUN
globalce-229	252	26	trends	trend	NOUN
globalce-229	252	27	to	to	PART
globalce-229	252	28	better	well	ADV
globalce-229	252	29	inform	inform	VERB
globalce-229	252	30	therapy	therapy	NOUN
globalce-229	252	31	sessions	session	NOUN
globalce-229	252	32	.	.	PUNCT
globalce-229	253	1	apart	apart	ADV
globalce-229	253	2	from	from	ADP
globalce-229	253	3	this	this	PRON
globalce-229	253	4	,	,	PUNCT
globalce-229	253	5	they	they	PRON
globalce-229	253	6	had	have	VERB
globalce-229	253	7	questions	question	NOUN
globalce-229	253	8	regarding	regard	VERB
globalce-229	253	9	crisis	crisis	NOUN
globalce-229	253	10	management	management	NOUN
globalce-229	253	11	protocols	protocol	NOUN
globalce-229	253	12	within	within	ADP
globalce-229	253	13	the	the	DET
globalce-229	253	14	app	app	NOUN
globalce-229	253	15	and	and	CCONJ
globalce-229	253	16	the	the	DET
globalce-229	253	17	specifications	specification	NOUN
globalce-229	253	18	of	of	ADP
globalce-229	253	19	data	datum	NOUN
globalce-229	253	20	privacy	privacy	NOUN
globalce-229	253	21	and	and	CCONJ
globalce-229	253	22	security	security	NOUN
globalce-229	253	23	for	for	ADP
globalce-229	253	24	sensitive	sensitive	ADJ
globalce-229	253	25	user	user	NOUN
globalce-229	253	26	information	information	NOUN
globalce-229	253	27	.	.	PUNCT
globalce-229	254	1	along	along	ADP
globalce-229	254	2	with	with	ADP
globalce-229	254	3	these	these	DET
globalce-229	254	4	important	important	ADJ
globalce-229	254	5	considerations	consideration	NOUN
globalce-229	254	6	,	,	PUNCT
globalce-229	254	7	the	the	DET
globalce-229	254	8	overall	overall	ADJ
globalce-229	254	9	feedback	feedback	NOUN
globalce-229	254	10	was	be	AUX
globalce-229	254	11	encouraging	encouraging	ADJ
globalce-229	254	12	,	,	PUNCT
globalce-229	254	13	with	with	ADP
globalce-229	254	14	psychiatrists	psychiatrist	NOUN
globalce-229	254	15	recognizing	recognize	VERB
globalce-229	254	16	the	the	DET
globalce-229	254	17	potential	potential	NOUN
globalce-229	254	18	of	of	ADP
globalce-229	254	19	arden	arden	PROPN
globalce-229	254	20	to	to	PART
globalce-229	254	21	support	support	VERB
globalce-229	254	22	individuals	individual	NOUN
globalce-229	254	23	between	between	ADP
globalce-229	254	24	interventions	intervention	NOUN
globalce-229	254	25	and	and	CCONJ
globalce-229	254	26	overcome	overcome	VERB
globalce-229	254	27	communication	communication	NOUN
globalce-229	254	28	barriers.19	barriers.19	NOUN
globalce-229	254	29	conclusion	conclusion	NOUN
globalce-229	254	30	and	and	CCONJ
globalce-229	254	31	future	future	ADJ
globalce-229	254	32	work	work	NOUN
globalce-229	254	33	as	as	SCONJ
globalce-229	254	34	discussed	discuss	VERB
globalce-229	254	35	,	,	PUNCT
globalce-229	254	36	the	the	DET
globalce-229	254	37	application	application	NOUN
globalce-229	254	38	was	be	AUX
globalce-229	254	39	developed	develop	VERB
globalce-229	254	40	after	after	ADP
globalce-229	254	41	analyzing	analyze	VERB
globalce-229	254	42	the	the	DET
globalce-229	254	43	capabilities	capability	NOUN
globalce-229	254	44	and	and	CCONJ
globalce-229	254	45	limitations	limitation	NOUN
globalce-229	254	46	of	of	ADP
globalce-229	254	47	existing	exist	VERB
globalce-229	254	48	solutions	solution	NOUN
globalce-229	254	49	.	.	PUNCT
globalce-229	255	1	it	it	PRON
globalce-229	255	2	was	be	AUX
globalce-229	255	3	determined	determine	VERB
globalce-229	255	4	that	that	SCONJ
globalce-229	255	5	increased	increase	VERB
globalce-229	255	6	user	user	NOUN
globalce-229	255	7	engagement	engagement	NOUN
globalce-229	255	8	is	be	AUX
globalce-229	255	9	essential	essential	ADJ
globalce-229	255	10	for	for	SCONJ
globalce-229	255	11	the	the	DET
globalce-229	255	12	application	application	NOUN
globalce-229	255	13	to	to	PART
globalce-229	255	14	be	be	AUX
globalce-229	255	15	truly	truly	ADV
globalce-229	255	16	beneficial	beneficial	ADJ
globalce-229	255	17	.	.	PUNCT
globalce-229	256	1	with	with	ADP
globalce-229	256	2	the	the	DET
globalce-229	256	3	advancement	advancement	NOUN
globalce-229	256	4	of	of	ADP
globalce-229	256	5	ar	ar	PROPN
globalce-229	256	6	technology	technology	NOUN
globalce-229	256	7	and	and	CCONJ
globalce-229	256	8	its	its	PRON
globalce-229	256	9	capabilities	capability	NOUN
globalce-229	256	10	,	,	PUNCT
globalce-229	256	11	the	the	DET
globalce-229	256	12	study	study	NOUN
globalce-229	256	13	focused	focus	VERB
globalce-229	256	14	on	on	ADP
globalce-229	256	15	designing	design	VERB
globalce-229	256	16	a	a	DET
globalce-229	256	17	system	system	NOUN
globalce-229	256	18	that	that	PRON
globalce-229	256	19	integrates	integrate	VERB
globalce-229	256	20	both	both	CCONJ
globalce-229	256	21	large	large	ADJ
globalce-229	256	22	language	language	NOUN
globalce-229	256	23	models	model	NOUN
globalce-229	256	24	(	(	PUNCT
globalce-229	256	25	llms	llm	NOUN
globalce-229	256	26	)	)	PUNCT
globalce-229	256	27	and	and	CCONJ
globalce-229	256	28	augmented	augment	VERB
globalce-229	256	29	reality	reality	NOUN
globalce-229	256	30	(	(	PUNCT
globalce-229	256	31	ar	ar	NOUN
globalce-229	256	32	)	)	PUNCT
globalce-229	256	33	.	.	PUNCT
globalce-229	257	1	the	the	DET
globalce-229	257	2	companion	companion	NOUN
globalce-229	257	3	application	application	NOUN
globalce-229	257	4	was	be	AUX
globalce-229	257	5	successfully	successfully	ADV
globalce-229	257	6	implemented	implement	VERB
globalce-229	257	7	using	use	VERB
globalce-229	257	8	unity	unity	NOUN
globalce-229	257	9	and	and	CCONJ
globalce-229	257	10	deployed	deploy	VERB
globalce-229	257	11	on	on	ADP
globalce-229	257	12	mobile	mobile	ADJ
globalce-229	257	13	platforms	platform	NOUN
globalce-229	257	14	.	.	PUNCT
globalce-229	258	1	the	the	DET
globalce-229	258	2	constructed	construct	VERB
globalce-229	258	3	avatar	avatar	NOUN
globalce-229	258	4	was	be	AUX
globalce-229	258	5	equipped	equip	VERB
globalce-229	258	6	with	with	ADP
globalce-229	258	7	an	an	DET
globalce-229	258	8	api	api	NOUN
globalce-229	258	9	interfacing	interfacing	NOUN
globalce-229	258	10	with	with	ADP
globalce-229	258	11	the	the	DET
globalce-229	258	12	llm	llm	NOUN
globalce-229	258	13	,	,	PUNCT
globalce-229	258	14	which	which	PRON
globalce-229	258	15	functions	function	NOUN
globalce-229	258	16	as	as	ADP
globalce-229	258	17	a	a	DET
globalce-229	258	18	chatbot	chatbot	NOUN
globalce-229	258	19	.	.	PUNCT
globalce-229	259	1	this	this	DET
globalce-229	259	2	chatbot	chatbot	NOUN
globalce-229	259	3	was	be	AUX
globalce-229	259	4	fine	fine	ADV
globalce-229	259	5	-	-	PUNCT
globalce-229	259	6	tuned	tune	VERB
globalce-229	259	7	with	with	ADP
globalce-229	259	8	relevant	relevant	ADJ
globalce-229	259	9	medical	medical	ADJ
globalce-229	259	10	literature	literature	NOUN
globalce-229	259	11	to	to	PART
globalce-229	259	12	provide	provide	VERB
globalce-229	259	13	accurate	accurate	ADJ
globalce-229	259	14	and	and	CCONJ
globalce-229	259	15	useful	useful	ADJ
globalce-229	259	16	information	information	NOUN
globalce-229	259	17	to	to	ADP
globalce-229	259	18	the	the	DET
globalce-229	259	19	user	user	NOUN
globalce-229	259	20	.	.	PUNCT
globalce-229	260	1	thus	thus	ADV
globalce-229	260	2	,	,	PUNCT
globalce-229	260	3	the	the	DET
globalce-229	260	4	study	study	NOUN
globalce-229	260	5	produced	produce	VERB
globalce-229	260	6	an	an	DET
globalce-229	260	7	initial	initial	ADJ
globalce-229	260	8	design	design	NOUN
globalce-229	260	9	of	of	ADP
globalce-229	260	10	an	an	DET
globalce-229	260	11	ar	ar	NOUN
globalce-229	260	12	-	-	PUNCT
globalce-229	260	13	enabled	enable	VERB
globalce-229	260	14	avatar	avatar	NOUN
globalce-229	260	15	,	,	PUNCT
globalce-229	260	16	equipped	equip	VERB
globalce-229	260	17	with	with	ADP
globalce-229	260	18	an	an	DET
globalce-229	260	19	llm	llm	NOUN
globalce-229	260	20	,	,	PUNCT
globalce-229	260	21	for	for	ADP
globalce-229	260	22	emotional	emotional	ADJ
globalce-229	260	23	regulation	regulation	NOUN
globalce-229	260	24	purposes	purpose	NOUN
globalce-229	260	25	.	.	PUNCT
globalce-229	261	1	figure	figure	VERB
globalce-229	261	2	7	7	NUM
globalce-229	261	3	.	.	PUNCT
globalce-229	261	4	sample	sample	NOUN
globalce-229	261	5	exercise	exercise	NOUN
globalce-229	261	6	.	.	PUNCT
globalce-229	262	1	p.	p.	PROPN
globalce-229	262	2	kumar	kumar	PROPN
globalce-229	262	3	,	,	PUNCT
globalce-229	262	4	a.	a.	PROPN
globalce-229	262	5	kumar	kumar	PROPN
globalce-229	262	6	,	,	PUNCT
globalce-229	262	7	prasanna	prasanna	PROPN
globalce-229	262	8	:	:	PUNCT
globalce-229	262	9	case	case	NOUN
globalce-229	262	10	study	study	NOUN
globalce-229	262	11	:	:	PUNCT
globalce-229	262	12	augmented	augment	VERB
globalce-229	262	13	reality	reality	NOUN
globalce-229	262	14	enabled	enable	VERB
globalce-229	262	15	mental	mental	ADJ
globalce-229	262	16	health	health	NOUN
globalce-229	262	17	chatbot	chatbot	NOUN
globalce-229	262	18	j	j	PROPN
globalce-229	263	1	global	global	ADJ
globalce-229	263	2	clinical	clinical	ADJ
globalce-229	263	3	engineering	engineering	NOUN
globalce-229	263	4	vol.7	vol.7	PROPN
globalce-229	263	5	issue	issue	NOUN
globalce-229	263	6	2	2	NUM
globalce-229	263	7	:	:	PUNCT
globalce-229	263	8	2025	2025	NUM
globalce-229	263	9	60	60	NUM
globalce-229	263	10	author	author	NOUN
globalce-229	263	11	contributions	contribution	NOUN
globalce-229	263	12	all	all	DET
globalce-229	263	13	authors	author	NOUN
globalce-229	263	14	contributed	contribute	VERB
globalce-229	263	15	equally	equally	ADV
globalce-229	263	16	to	to	ADP
globalce-229	263	17	this	this	DET
globalce-229	263	18	work	work	NOUN
globalce-229	263	19	.	.	PUNCT
globalce-229	264	1	funding	fund	VERB
globalce-229	264	2	not	not	PART
globalce-229	264	3	applicable	applicable	ADJ
globalce-229	264	4	.	.	PUNCT
globalce-229	265	1	data	datum	NOUN
globalce-229	265	2	availability	availability	NOUN
globalce-229	265	3	statement	statement	NOUN
globalce-229	265	4	not	not	PART
globalce-229	265	5	applicable	applicable	ADJ
globalce-229	265	6	.	.	PUNCT
globalce-229	266	1	conflicts	conflict	NOUN
globalce-229	266	2	of	of	ADP
globalce-229	266	3	interest	interest	NOUN
globalce-229	266	4	the	the	DET
globalce-229	266	5	authors	author	NOUN
globalce-229	266	6	declare	declare	VERB
globalce-229	266	7	they	they	PRON
globalce-229	266	8	have	have	VERB
globalce-229	266	9	no	no	DET
globalce-229	266	10	competing	compete	VERB
globalce-229	266	11	interests	interest	NOUN
globalce-229	266	12	.	.	PUNCT
globalce-229	267	1	ethics	ethic	NOUN
globalce-229	267	2	approval	approval	NOUN
globalce-229	267	3	and	and	CCONJ
globalce-229	267	4	consent	consent	NOUN
globalce-229	267	5	to	to	PART
globalce-229	267	6	participate	participate	VERB
globalce-229	267	7	not	not	PART
globalce-229	267	8	applicable	applicable	ADJ
globalce-229	267	9	.	.	PUNCT
globalce-229	268	1	consent	consent	NOUN
globalce-229	268	2	for	for	ADP
globalce-229	268	3	publication	publication	NOUN
globalce-229	268	4	not	not	PART
globalce-229	268	5	applicable	applicable	ADJ
globalce-229	268	6	.	.	PUNCT
globalce-229	269	1	further	further	ADJ
globalce-229	269	2	disclosure	disclosure	NOUN
globalce-229	269	3	not	not	PART
globalce-229	269	4	applicable	applicable	ADJ
globalce-229	269	5	.	.	PUNCT
globalce-229	270	1	references	reference	NOUN
globalce-229	270	2	1	1	NUM
globalce-229	270	3	.	.	PUNCT
globalce-229	271	1	denecke	denecke	PROPN
globalce-229	271	2	,	,	PUNCT
globalce-229	271	3	k.	k.	PROPN
globalce-229	271	4	,	,	PUNCT
globalce-229	271	5	abd	abd	PROPN
globalce-229	271	6	-	-	PUNCT
globalce-229	271	7	alrazaq	alrazaq	PROPN
globalce-229	271	8	,	,	PUNCT
globalce-229	271	9	a.	a.	PROPN
globalce-229	271	10	,	,	PUNCT
globalce-229	271	11	househ	househ	PROPN
globalce-229	271	12	,	,	PUNCT
globalce-229	271	13	m.	m.	NOUN
globalce-229	271	14	artificial	artificial	ADJ
globalce-229	271	15	intelligence	intelligence	NOUN
globalce-229	271	16	for	for	ADP
globalce-229	271	17	chatbots	chatbot	NOUN
globalce-229	271	18	in	in	ADP
globalce-229	271	19	mental	mental	ADJ
globalce-229	271	20	health	health	NOUN
globalce-229	271	21	:	:	PUNCT
globalce-229	271	22	opportunities	opportunity	NOUN
globalce-229	271	23	and	and	CCONJ
globalce-229	271	24	challenges	challenge	NOUN
globalce-229	271	25	.	.	PUNCT
globalce-229	272	1	in	in	ADP
globalce-229	272	2	multiple	multiple	ADJ
globalce-229	272	3	perspectives	perspective	NOUN
globalce-229	272	4	on	on	ADP
globalce-229	272	5	artificial	artificial	ADJ
globalce-229	272	6	intelligence	intelligence	NOUN
globalce-229	272	7	in	in	ADP
globalce-229	272	8	healthcare	healthcare	PROPN
globalce-229	272	9	:	:	PUNCT
globalce-229	272	10	opportunities	opportunity	NOUN
globalce-229	272	11	and	and	CCONJ
globalce-229	272	12	challenges	challenge	NOUN
globalce-229	272	13	.	.	PUNCT
globalce-229	273	1	househ	househ	PROPN
globalce-229	273	2	,	,	PUNCT
globalce-229	273	3	m.	m.	NOUN
globalce-229	273	4	,	,	PUNCT
globalce-229	273	5	borycki	borycki	NOUN
globalce-229	273	6	,	,	PUNCT
globalce-229	273	7	e.	e.	PROPN
globalce-229	273	8	,	,	PUNCT
globalce-229	273	9	kushniruk	kushniruk	PROPN
globalce-229	273	10	a.	a.	NOUN
globalce-229	273	11	eds	eds	PROPN
globalce-229	273	12	.	.	PUNCT
globalce-229	274	1	springer	springer	NOUN
globalce-229	274	2	nature	nature	PROPN
globalce-229	274	3	,	,	PUNCT
globalce-229	274	4	switzerland	switzerland	PROPN
globalce-229	274	5	;	;	PUNCT
globalce-229	274	6	2021	2021	NUM
globalce-229	274	7	;	;	PUNCT
globalce-229	274	8	p.115–128	p.115–128	NOUN
globalce-229	274	9	;	;	PUNCT
globalce-229	274	10	https://doi.org/10.1007/978-3-030-67303-1_10	https://doi.org/10.1007/978-3-030-67303-1_10	NOUN
globalce-229	274	11	.	.	NOUN
globalce-229	274	12	2	2	NUM
globalce-229	274	13	.	.	X
globalce-229	274	14	potts	potts	PROPN
globalce-229	274	15	,	,	PUNCT
globalce-229	274	16	c.	c.	PROPN
globalce-229	274	17	,	,	PUNCT
globalce-229	274	18	lindström	lindström	NOUN
globalce-229	274	19	,	,	PUNCT
globalce-229	274	20	f.	f.	PROPN
globalce-229	274	21	,	,	PUNCT
globalce-229	274	22	bond	bond	PROPN
globalce-229	274	23	,	,	PUNCT
globalce-229	274	24	r.	r.	PROPN
globalce-229	274	25	,	,	PUNCT
globalce-229	274	26	et	et	PROPN
globalce-229	274	27	al	al	PROPN
globalce-229	274	28	.	.	PUNCT
globalce-229	275	1	a	a	DET
globalce-229	275	2	multilingual	multilingual	ADJ
globalce-229	275	3	digital	digital	ADJ
globalce-229	275	4	mental	mental	ADJ
globalce-229	275	5	health	health	NOUN
globalce-229	275	6	and	and	CCONJ
globalce-229	275	7	well	well	ADV
globalce-229	275	8	-	-	PUNCT
globalce-229	275	9	being	be	AUX
globalce-229	275	10	chatbot	chatbot	NOUN
globalce-229	275	11	(	(	PUNCT
globalce-229	275	12	chatpal	chatpal	ADJ
globalce-229	275	13	):	):	PUNCT
globalce-229	275	14	prepost	prepost	NOUN
globalce-229	275	15	multicenter	multicenter	NOUN
globalce-229	275	16	intervention	intervention	NOUN
globalce-229	275	17	study	study	NOUN
globalce-229	275	18	.	.	PUNCT
globalce-229	276	1	j	j	PROPN
globalce-229	276	2	med	med	PROPN
globalce-229	276	3	internet	internet	NOUN
globalce-229	276	4	res	re	NOUN
globalce-229	276	5	.	.	PUNCT
globalce-229	277	1	2023;25	2023;25	NUM
globalce-229	277	2	:	:	PUNCT
globalce-229	278	1	e43051	e43051	ADJ
globalce-229	278	2	.	.	PUNCT
globalce-229	279	1	https://doi.org/10.2196/43051	https://doi.org/10.2196/43051	NUM
globalce-229	279	2	.	.	NOUN
globalce-229	280	1	3	3	X
globalce-229	280	2	.	.	X
globalce-229	280	3	farhat	farhat	PROPN
globalce-229	280	4	,	,	PUNCT
globalce-229	280	5	f.	f.	PROPN
globalce-229	280	6	chatgpt	chatgpt	PROPN
globalce-229	280	7	as	as	ADP
globalce-229	280	8	a	a	DET
globalce-229	280	9	complementary	complementary	ADJ
globalce-229	280	10	mental	mental	ADJ
globalce-229	280	11	health	health	NOUN
globalce-229	280	12	resource	resource	NOUN
globalce-229	280	13	:	:	PUNCT
globalce-229	280	14	a	a	DET
globalce-229	280	15	boon	boon	NOUN
globalce-229	280	16	or	or	CCONJ
globalce-229	280	17	a	a	DET
globalce-229	280	18	bane	bane	NOUN
globalce-229	280	19	.	.	PUNCT
globalce-229	281	1	ann	ann	PROPN
globalce-229	281	2	biomed	biome	VERB
globalce-229	281	3	eng	eng	PROPN
globalce-229	281	4	.	.	PUNCT
globalce-229	281	5	2024;52(5):1111–1114	2024;52(5):1111–1114	PROPN
globalce-229	281	6	.	.	PUNCT
globalce-229	282	1	https://doi.org/10.1007/s10439-023-03326-7	https://doi.org/10.1007/s10439-023-03326-7	PROPN
globalce-229	282	2	.	.	PUNCT
globalce-229	283	1	4	4	NUM
globalce-229	283	2	.	.	X
globalce-229	283	3	yang	yang	PROPN
globalce-229	283	4	,	,	PUNCT
globalce-229	283	5	r.	r.	PROPN
globalce-229	283	6	,	,	PUNCT
globalce-229	283	7	tan	tan	PROPN
globalce-229	283	8	,	,	PUNCT
globalce-229	283	9	t.f	t.f	PROPN
globalce-229	283	10	.	.	PROPN
globalce-229	283	11	,	,	PUNCT
globalce-229	283	12	lu	lu	PROPN
globalce-229	283	13	,	,	PUNCT
globalce-229	283	14	w.	w.	PROPN
globalce-229	283	15	,	,	PUNCT
globalce-229	283	16	et	et	PROPN
globalce-229	283	17	al	al	PROPN
globalce-229	283	18	.	.	PUNCT
globalce-229	284	1	large	large	ADJ
globalce-229	284	2	language	language	NOUN
globalce-229	284	3	models	model	NOUN
globalce-229	284	4	in	in	ADP
globalce-229	284	5	health	health	NOUN
globalce-229	284	6	care	care	NOUN
globalce-229	284	7	:	:	PUNCT
globalce-229	284	8	development	development	NOUN
globalce-229	284	9	,	,	PUNCT
globalce-229	284	10	applications	application	NOUN
globalce-229	284	11	,	,	PUNCT
globalce-229	284	12	and	and	CCONJ
globalce-229	284	13	challenges	challenge	NOUN
globalce-229	284	14	.	.	PUNCT
globalce-229	285	1	health	health	NOUN
globalce-229	285	2	care	care	PROPN
globalce-229	285	3	sci	sci	PROPN
globalce-229	285	4	.	.	PUNCT
globalce-229	286	1	2023;2(4):255–263	2023;2(4):255–263	NUM
globalce-229	286	2	.	.	NOUN
globalce-229	286	3	https://doi.org/10.1002/hcs2.61	https://doi.org/10.1002/hcs2.61	NOUN
globalce-229	286	4	.	.	PUNCT
globalce-229	287	1	5	5	X
globalce-229	287	2	.	.	X
globalce-229	287	3	booth	booth	PROPN
globalce-229	287	4	f.	f.	PROPN
globalce-229	287	5	,	,	PUNCT
globalce-229	287	6	potts	potts	PROPN
globalce-229	287	7	,	,	PUNCT
globalce-229	287	8	c.	c.	PROPN
globalce-229	287	9	,	,	PUNCT
globalce-229	287	10	bond	bond	NOUN
globalce-229	287	11	,	,	PUNCT
globalce-229	287	12	r.	r.	PROPN
globalce-229	287	13	,	,	PUNCT
globalce-229	287	14	et	et	PROPN
globalce-229	287	15	al	al	PROPN
globalce-229	287	16	.	.	PUNCT
globalce-229	288	1	a	a	DET
globalce-229	288	2	mental	mental	ADJ
globalce-229	288	3	health	health	NOUN
globalce-229	288	4	and	and	CCONJ
globalce-229	288	5	well	well	ADV
globalce-229	288	6	-	-	PUNCT
globalce-229	288	7	being	be	AUX
globalce-229	288	8	chatbot	chatbot	NOUN
globalce-229	288	9	:	:	PUNCT
globalce-229	288	10	user	user	NOUN
globalce-229	288	11	event	event	NOUN
globalce-229	288	12	log	log	VERB
globalce-229	288	13	analysis	analysis	NOUN
globalce-229	288	14	.	.	PUNCT
globalce-229	289	1	jmir	jmir	PROPN
globalce-229	289	2	mhealth	mhealth	PROPN
globalce-229	289	3	uhealth	uhealth	PROPN
globalce-229	289	4	.	.	PUNCT
globalce-229	290	1	2023;11	2023;11	NUM
globalce-229	290	2	:	:	PUNCT
globalce-229	290	3	e43052	e43052	X
globalce-229	290	4	.	.	PUNCT
globalce-229	291	1	https://doi.org/10.2196/43052	https://doi.org/10.2196/43052	X
globalce-229	291	2	.	.	PUNCT
globalce-229	292	1	the	the	DET
globalce-229	292	2	design	design	NOUN
globalce-229	292	3	developed	develop	VERB
globalce-229	292	4	in	in	ADP
globalce-229	292	5	this	this	DET
globalce-229	292	6	study	study	NOUN
globalce-229	292	7	serves	serve	VERB
globalce-229	292	8	as	as	ADP
globalce-229	292	9	a	a	DET
globalce-229	292	10	reference	reference	NOUN
globalce-229	292	11	for	for	ADP
globalce-229	292	12	future	future	ADJ
globalce-229	292	13	advancements	advancement	NOUN
globalce-229	292	14	in	in	ADP
globalce-229	292	15	the	the	DET
globalce-229	292	16	field	field	NOUN
globalce-229	292	17	.	.	PUNCT
globalce-229	293	1	designing	design	VERB
globalce-229	293	2	an	an	DET
globalce-229	293	3	effective	effective	ADJ
globalce-229	293	4	mental	mental	ADJ
globalce-229	293	5	health	health	NOUN
globalce-229	293	6	chatbot	chatbot	NOUN
globalce-229	293	7	involves	involve	VERB
globalce-229	293	8	several	several	ADJ
globalce-229	293	9	critical	critical	ADJ
globalce-229	293	10	aspects	aspect	NOUN
globalce-229	293	11	,	,	PUNCT
globalce-229	293	12	including	include	VERB
globalce-229	293	13	,	,	PUNCT
globalce-229	293	14	but	but	CCONJ
globalce-229	293	15	not	not	PART
globalce-229	293	16	limited	limit	VERB
globalce-229	293	17	to	to	ADP
globalce-229	293	18	,	,	PUNCT
globalce-229	293	19	tracking	track	VERB
globalce-229	293	20	the	the	DET
globalce-229	293	21	mood	mood	NOUN
globalce-229	293	22	scores	score	NOUN
globalce-229	293	23	of	of	ADP
globalce-229	293	24	users,20	users,20	NOUN
globalce-229	293	25	enhancing	enhance	VERB
globalce-229	293	26	the	the	DET
globalce-229	293	27	llm	llm	PROPN
globalce-229	293	28	’s	’s	PART
globalce-229	293	29	capabilities,21	capabilities,21	NOUN
globalce-229	293	30	maintaining	maintain	VERB
globalce-229	293	31	data	data	NOUN
globalce-229	293	32	privacy	privacy	NOUN
globalce-229	293	33	,	,	PUNCT
globalce-229	293	34	and	and	CCONJ
globalce-229	293	35	ensuring	ensure	VERB
globalce-229	293	36	the	the	DET
globalce-229	293	37	chatbot	chatbot	NOUN
globalce-229	293	38	retains	retain	VERB
globalce-229	293	39	context	context	NOUN
globalce-229	293	40	from	from	ADP
globalce-229	293	41	previous	previous	ADJ
globalce-229	293	42	interactions	interaction	NOUN
globalce-229	293	43	with	with	ADP
globalce-229	293	44	the	the	DET
globalce-229	293	45	user	user	NOUN
globalce-229	293	46	.	.	PUNCT
globalce-229	294	1	mood	mood	NOUN
globalce-229	294	2	scores	score	NOUN
globalce-229	294	3	are	be	AUX
globalce-229	294	4	an	an	DET
globalce-229	294	5	effective	effective	ADJ
globalce-229	294	6	method	method	NOUN
globalce-229	294	7	for	for	ADP
globalce-229	294	8	monitoring	monitor	VERB
globalce-229	294	9	the	the	DET
globalce-229	294	10	mood	mood	NOUN
globalce-229	294	11	and	and	CCONJ
globalce-229	294	12	mental	mental	ADJ
globalce-229	294	13	health	health	NOUN
globalce-229	294	14	of	of	ADP
globalce-229	294	15	a	a	DET
globalce-229	294	16	person	person	NOUN
globalce-229	294	17	over	over	ADP
globalce-229	294	18	a	a	DET
globalce-229	294	19	period	period	NOUN
globalce-229	294	20	of	of	ADP
globalce-229	294	21	time	time	NOUN
globalce-229	294	22	.	.	PUNCT
globalce-229	295	1	this	this	DET
globalce-229	295	2	approach	approach	NOUN
globalce-229	295	3	can	can	AUX
globalce-229	295	4	be	be	AUX
globalce-229	295	5	validated	validate	VERB
globalce-229	295	6	with	with	ADP
globalce-229	295	7	the	the	DET
globalce-229	295	8	assistance	assistance	NOUN
globalce-229	295	9	of	of	ADP
globalce-229	295	10	mental	mental	ADJ
globalce-229	295	11	health	health	NOUN
globalce-229	295	12	professionals.22	professionals.22	NOUN
globalce-229	295	13	the	the	DET
globalce-229	295	14	system	system	NOUN
globalce-229	295	15	can	can	AUX
globalce-229	295	16	offer	offer	VERB
globalce-229	295	17	more	more	ADJ
globalce-229	295	18	personalized	personalized	ADJ
globalce-229	295	19	support	support	NOUN
globalce-229	295	20	based	base	VERB
globalce-229	295	21	on	on	ADP
globalce-229	295	22	mood	mood	NOUN
globalce-229	295	23	scores	score	NOUN
globalce-229	295	24	.	.	PUNCT
globalce-229	296	1	collaboration	collaboration	NOUN
globalce-229	296	2	with	with	ADP
globalce-229	296	3	mental	mental	ADJ
globalce-229	296	4	health	health	NOUN
globalce-229	296	5	professionals	professional	NOUN
globalce-229	296	6	has	have	AUX
globalce-229	296	7	offered	offer	VERB
globalce-229	296	8	important	important	ADJ
globalce-229	296	9	insights	insight	NOUN
globalce-229	296	10	into	into	ADP
globalce-229	296	11	the	the	DET
globalce-229	296	12	everyday	everyday	ADJ
globalce-229	296	13	challenges	challenge	NOUN
globalce-229	296	14	patients	patient	NOUN
globalce-229	296	15	encounter	encounter	VERB
globalce-229	296	16	.	.	PUNCT
globalce-229	297	1	it	it	PRON
globalce-229	297	2	is	be	AUX
globalce-229	297	3	essential	essential	ADJ
globalce-229	297	4	that	that	SCONJ
globalce-229	297	5	products	product	NOUN
globalce-229	297	6	in	in	ADP
globalce-229	297	7	this	this	DET
globalce-229	297	8	field	field	NOUN
globalce-229	297	9	are	be	AUX
globalce-229	297	10	developed	develop	VERB
globalce-229	297	11	and	and	CCONJ
globalce-229	297	12	tested	test	VERB
globalce-229	297	13	alongside	alongside	ADP
globalce-229	297	14	these	these	DET
globalce-229	297	15	professionals	professional	NOUN
globalce-229	297	16	to	to	PART
globalce-229	297	17	ensure	ensure	VERB
globalce-229	297	18	they	they	PRON
globalce-229	297	19	effectively	effectively	ADV
globalce-229	297	20	address	address	VERB
globalce-229	297	21	real	real	ADJ
globalce-229	297	22	-	-	PUNCT
globalce-229	297	23	world	world	NOUN
globalce-229	297	24	needs	need	NOUN
globalce-229	297	25	,	,	PUNCT
globalce-229	297	26	particularly	particularly	ADV
globalce-229	297	27	by	by	ADP
globalce-229	297	28	improving	improve	VERB
globalce-229	297	29	the	the	DET
globalce-229	297	30	mental	mental	ADJ
globalce-229	297	31	health	health	NOUN
globalce-229	297	32	of	of	ADP
globalce-229	297	33	young	young	ADJ
globalce-229	297	34	adults.23	adults.23	NOUN
globalce-229	297	35	this	this	DET
globalce-229	297	36	study	study	NOUN
globalce-229	297	37	was	be	AUX
globalce-229	297	38	conducted	conduct	VERB
globalce-229	297	39	prior	prior	ADV
globalce-229	297	40	to	to	ADP
globalce-229	297	41	the	the	DET
globalce-229	297	42	release	release	NOUN
globalce-229	297	43	of	of	ADP
globalce-229	297	44	llama	llama	NOUN
globalce-229	297	45	3	3	NUM
globalce-229	297	46	,	,	PUNCT
globalce-229	297	47	gpt-4	gpt-4	X
globalce-229	297	48	,	,	PUNCT
globalce-229	297	49	and	and	CCONJ
globalce-229	297	50	other	other	ADJ
globalce-229	297	51	newer	new	ADJ
globalce-229	297	52	models	model	NOUN
globalce-229	297	53	.	.	PUNCT
globalce-229	298	1	with	with	ADP
globalce-229	298	2	further	further	ADJ
globalce-229	298	3	advancements	advancement	NOUN
globalce-229	298	4	in	in	ADP
globalce-229	298	5	large	large	ADJ
globalce-229	298	6	language	language	NOUN
globalce-229	298	7	models	model	NOUN
globalce-229	298	8	and	and	CCONJ
globalce-229	298	9	emotional	emotional	ADJ
globalce-229	298	10	recognition	recognition	NOUN
globalce-229	298	11	,	,	PUNCT
globalce-229	298	12	future	future	ADJ
globalce-229	298	13	chatbots	chatbot	NOUN
globalce-229	298	14	are	be	AUX
globalce-229	298	15	expected	expect	VERB
globalce-229	298	16	to	to	PART
globalce-229	298	17	exhibit	exhibit	VERB
globalce-229	298	18	more	more	ADJ
globalce-229	298	19	human	human	ADJ
globalce-229	298	20	-	-	PUNCT
globalce-229	298	21	like	like	ADJ
globalce-229	298	22	qualities	quality	NOUN
globalce-229	298	23	and	and	CCONJ
globalce-229	298	24	be	be	AUX
globalce-229	298	25	capable	capable	ADJ
globalce-229	298	26	of	of	ADP
globalce-229	298	27	taking	take	VERB
globalce-229	298	28	in	in	ADP
globalce-229	298	29	multimodal	multimodal	NOUN
globalce-229	298	30	inputs	input	NOUN
globalce-229	298	31	from	from	ADP
globalce-229	298	32	users	user	NOUN
globalce-229	298	33	more	more	ADV
globalce-229	298	34	effectively	effectively	ADV
globalce-229	298	35	.	.	PUNCT
globalce-229	299	1	throughout	throughout	ADP
globalce-229	299	2	the	the	DET
globalce-229	299	3	development	development	NOUN
globalce-229	299	4	of	of	ADP
globalce-229	299	5	this	this	DET
globalce-229	299	6	application	application	NOUN
globalce-229	299	7	,	,	PUNCT
globalce-229	299	8	a	a	DET
globalce-229	299	9	few	few	ADJ
globalce-229	299	10	key	key	ADJ
globalce-229	299	11	findings	finding	NOUN
globalce-229	299	12	emerged	emerge	VERB
globalce-229	299	13	regarding	regard	VERB
globalce-229	299	14	emotion	emotion	NOUN
globalce-229	299	15	detection	detection	NOUN
globalce-229	299	16	.	.	PUNCT
globalce-229	300	1	it	it	PRON
globalce-229	300	2	became	become	VERB
globalce-229	300	3	apparent	apparent	ADJ
globalce-229	300	4	that	that	SCONJ
globalce-229	300	5	an	an	DET
globalce-229	300	6	application	application	NOUN
globalce-229	300	7	of	of	ADP
globalce-229	300	8	this	this	DET
globalce-229	300	9	sort	sort	NOUN
globalce-229	300	10	must	must	AUX
globalce-229	300	11	take	take	VERB
globalce-229	300	12	into	into	ADP
globalce-229	300	13	account	account	NOUN
globalce-229	300	14	the	the	DET
globalce-229	300	15	following	following	NOUN
globalce-229	300	16	for	for	ADP
globalce-229	300	17	the	the	DET
globalce-229	300	18	emotion	emotion	NOUN
globalce-229	300	19	detection	detection	NOUN
globalce-229	300	20	capabilities	capability	NOUN
globalce-229	300	21	:	:	PUNCT
globalce-229	300	22	the	the	DET
globalce-229	300	23	user	user	NOUN
globalce-229	300	24	's	's	PART
globalce-229	300	25	speech	speech	NOUN
globalce-229	300	26	and	and	CCONJ
globalce-229	300	27	voice	voice	NOUN
globalce-229	300	28	tone	tone	NOUN
globalce-229	300	29	patterns	pattern	NOUN
globalce-229	300	30	,	,	PUNCT
globalce-229	300	31	facial	facial	ADJ
globalce-229	300	32	expression	expression	NOUN
globalce-229	300	33	changes	change	NOUN
globalce-229	300	34	,	,	PUNCT
globalce-229	300	35	linguistic	linguistic	ADJ
globalce-229	300	36	cues	cue	NOUN
globalce-229	300	37	,	,	PUNCT
globalce-229	300	38	contextual	contextual	ADJ
globalce-229	300	39	awareness	awareness	NOUN
globalce-229	300	40	of	of	ADP
globalce-229	300	41	the	the	DET
globalce-229	300	42	model	model	NOUN
globalce-229	300	43	,	,	PUNCT
globalce-229	300	44	and	and	CCONJ
globalce-229	300	45	multimodal	multimodal	NOUN
globalce-229	300	46	data	datum	NOUN
globalce-229	300	47	integration	integration	NOUN
globalce-229	300	48	capabilities	capability	NOUN
globalce-229	300	49	.	.	PUNCT
globalce-229	301	1	these	these	PRON
globalce-229	301	2	are	be	AUX
globalce-229	301	3	all	all	PRON
globalce-229	301	4	areas	area	NOUN
globalce-229	301	5	where	where	SCONJ
globalce-229	301	6	humans	human	NOUN
globalce-229	301	7	naturally	naturally	ADV
globalce-229	301	8	excel	excel	VERB
globalce-229	301	9	and	and	CCONJ
globalce-229	301	10	are	be	AUX
globalce-229	301	11	currently	currently	ADV
globalce-229	301	12	superior	superior	ADJ
globalce-229	301	13	compared	compare	VERB
globalce-229	301	14	to	to	ADP
globalce-229	301	15	models	model	NOUN
globalce-229	301	16	.	.	PUNCT
globalce-229	302	1	real	real	ADJ
globalce-229	302	2	-	-	PUNCT
globalce-229	302	3	time	time	NOUN
globalce-229	302	4	emotion	emotion	NOUN
globalce-229	302	5	detection	detection	NOUN
globalce-229	302	6	remains	remain	VERB
globalce-229	302	7	a	a	DET
globalce-229	302	8	challenging	challenging	ADJ
globalce-229	302	9	task	task	NOUN
globalce-229	302	10	,	,	PUNCT
globalce-229	302	11	which	which	PRON
globalce-229	302	12	requires	require	VERB
globalce-229	302	13	further	further	ADJ
globalce-229	302	14	research	research	NOUN
globalce-229	302	15	.	.	PUNCT
globalce-229	303	1	taking	take	VERB
globalce-229	303	2	emotion	emotion	NOUN
globalce-229	303	3	recognition	recognition	NOUN
globalce-229	303	4	capabilities	capability	NOUN
globalce-229	303	5	alongside	alongside	ADP
globalce-229	303	6	the	the	DET
globalce-229	303	7	other	other	ADJ
globalce-229	303	8	functional	functional	ADJ
globalce-229	303	9	abilities	ability	NOUN
globalce-229	303	10	of	of	ADP
globalce-229	303	11	the	the	DET
globalce-229	303	12	application	application	NOUN
globalce-229	303	13	previously	previously	ADV
globalce-229	303	14	discussed	discuss	VERB
globalce-229	303	15	,	,	PUNCT
globalce-229	303	16	it	it	PRON
globalce-229	303	17	is	be	AUX
globalce-229	303	18	clear	clear	ADJ
globalce-229	303	19	that	that	SCONJ
globalce-229	303	20	further	further	ADJ
globalce-229	303	21	research	research	NOUN
globalce-229	303	22	is	be	AUX
globalce-229	303	23	required	require	VERB
globalce-229	303	24	for	for	ADP
globalce-229	303	25	applications	application	NOUN
globalce-229	303	26	of	of	ADP
globalce-229	303	27	this	this	DET
globalce-229	303	28	kind	kind	NOUN
globalce-229	303	29	before	before	SCONJ
globalce-229	303	30	they	they	PRON
globalce-229	303	31	can	can	AUX
globalce-229	303	32	be	be	AUX
globalce-229	303	33	effectively	effectively	ADV
globalce-229	303	34	deployed	deploy	VERB
globalce-229	303	35	.	.	PUNCT
globalce-229	304	1	we	we	PRON
globalce-229	304	2	anticipate	anticipate	VERB
globalce-229	304	3	that	that	SCONJ
globalce-229	304	4	,	,	PUNCT
globalce-229	304	5	with	with	ADP
globalce-229	304	6	further	further	ADJ
globalce-229	304	7	technological	technological	ADJ
globalce-229	304	8	advancements	advancement	NOUN
globalce-229	304	9	,	,	PUNCT
globalce-229	304	10	this	this	DET
globalce-229	304	11	design	design	NOUN
globalce-229	304	12	of	of	ADP
globalce-229	304	13	an	an	DET
globalce-229	304	14	ar	ar	NOUN
globalce-229	304	15	-	-	PUNCT
globalce-229	304	16	enabled	enable	VERB
globalce-229	304	17	mental	mental	ADJ
globalce-229	304	18	health	health	NOUN
globalce-229	304	19	chatbot	chatbot	NOUN
globalce-229	304	20	will	will	AUX
globalce-229	304	21	contribute	contribute	VERB
globalce-229	304	22	to	to	ADP
globalce-229	304	23	improved	improve	VERB
globalce-229	304	24	mental	mental	ADJ
globalce-229	304	25	health	health	NOUN
globalce-229	304	26	support	support	NOUN
globalce-229	304	27	.	.	PUNCT
globalce-229	305	1	https://doi.org/10.1007/978-3-030-67303-1_10	https://doi.org/10.1007/978-3-030-67303-1_10	NOUN
globalce-229	305	2	https://doi.org/10.2196/43051	https://doi.org/10.2196/43051	NOUN
globalce-229	305	3	https://doi.org/10.1007/s10439-023-03326-7	https://doi.org/10.1007/s10439-023-03326-7	NOUN
globalce-229	305	4	https://doi.org/10.1002/hcs2.61	https://doi.org/10.1002/hcs2.61	NOUN
globalce-229	305	5	https://doi.org/10.2196/43052	https://doi.org/10.2196/43052	X
globalce-229	305	6	61	61	NUM
globalce-229	305	7	j	j	PROPN
globalce-229	305	8	global	global	ADJ
globalce-229	305	9	clinical	clinical	ADJ
globalce-229	305	10	engineering	engineering	NOUN
globalce-229	305	11	vol.7	vol.7	PROPN
globalce-229	305	12	issue	issue	NOUN
globalce-229	305	13	2	2	NUM
globalce-229	305	14	:	:	PUNCT
globalce-229	305	15	2025	2025	NUM
globalce-229	305	16	p.	p.	NOUN
globalce-229	305	17	kumar	kumar	PROPN
globalce-229	305	18	,	,	PUNCT
globalce-229	305	19	a.	a.	PROPN
globalce-229	305	20	kumar	kumar	PROPN
globalce-229	305	21	,	,	PUNCT
globalce-229	305	22	prasanna	prasanna	PROPN
globalce-229	305	23	:	:	PUNCT
globalce-229	305	24	case	case	NOUN
globalce-229	305	25	study	study	NOUN
globalce-229	305	26	:	:	PUNCT
globalce-229	305	27	augmented	augment	VERB
globalce-229	305	28	reality	reality	NOUN
globalce-229	305	29	enabled	enable	VERB
globalce-229	305	30	mental	mental	ADJ
globalce-229	305	31	health	health	NOUN
globalce-229	305	32	chatbot	chatbot	NOUN
globalce-229	305	33	14	14	NUM
globalce-229	305	34	.	.	PUNCT
globalce-229	306	1	may	may	AUX
globalce-229	306	2	,	,	PUNCT
globalce-229	306	3	r.	r.	PROPN
globalce-229	306	4	,	,	PUNCT
globalce-229	306	5	denecke	denecke	PROPN
globalce-229	306	6	,	,	PUNCT
globalce-229	306	7	k.	k.	PROPN
globalce-229	306	8	security	security	PROPN
globalce-229	306	9	,	,	PUNCT
globalce-229	306	10	privacy	privacy	NOUN
globalce-229	306	11	,	,	PUNCT
globalce-229	306	12	and	and	CCONJ
globalce-229	306	13	healthcare	healthcare	NOUN
globalce-229	306	14	-	-	PUNCT
globalce-229	306	15	related	relate	VERB
globalce-229	306	16	conversational	conversational	ADJ
globalce-229	306	17	agents	agent	NOUN
globalce-229	306	18	:	:	PUNCT
globalce-229	306	19	a	a	DET
globalce-229	306	20	scoping	scope	VERB
globalce-229	306	21	review	review	NOUN
globalce-229	306	22	.	.	PUNCT
globalce-229	307	1	inform	inform	VERB
globalce-229	307	2	health	health	NOUN
globalce-229	307	3	soc	soc	PROPN
globalce-229	307	4	care	care	NOUN
globalce-229	307	5	.	.	PUNCT
globalce-229	308	1	2022;47(2):194–210	2022;47(2):194–210	X
globalce-229	308	2	.	.	PUNCT
globalce-229	309	1	https://doi.org/10.1080/175	https://doi.org/10.1080/175	PROPN
globalce-229	309	2	38157.2021.1983578	38157.2021.1983578	PROPN
globalce-229	309	3	.	.	PROPN
globalce-229	309	4	15	15	NUM
globalce-229	309	5	.	.	X
globalce-229	310	1	sahoo	sahoo	PROPN
globalce-229	310	2	,	,	PUNCT
globalce-229	310	3	s.s	s.s	PROPN
globalce-229	310	4	.	.	PROPN
globalce-229	310	5	,	,	PUNCT
globalce-229	310	6	plasek	plasek	NOUN
globalce-229	310	7	,	,	PUNCT
globalce-229	310	8	j.m	j.m	PROPN
globalce-229	310	9	.	.	PROPN
globalce-229	310	10	,	,	PUNCT
globalce-229	310	11	xu	xu	PROPN
globalce-229	310	12	,	,	PUNCT
globalce-229	310	13	h.	h.	PROPN
globalce-229	310	14	,	,	PUNCT
globalce-229	310	15	et	et	PROPN
globalce-229	310	16	al	al	PROPN
globalce-229	310	17	.	.	PUNCT
globalce-229	311	1	large	large	ADJ
globalce-229	311	2	language	language	NOUN
globalce-229	311	3	models	model	NOUN
globalce-229	311	4	for	for	ADP
globalce-229	311	5	biomedicine	biomedicine	NOUN
globalce-229	311	6	:	:	PUNCT
globalce-229	311	7	foundations	foundation	NOUN
globalce-229	311	8	,	,	PUNCT
globalce-229	311	9	opportunities	opportunity	NOUN
globalce-229	311	10	,	,	PUNCT
globalce-229	311	11	challenges	challenge	NOUN
globalce-229	311	12	,	,	PUNCT
globalce-229	311	13	and	and	CCONJ
globalce-229	311	14	best	good	ADJ
globalce-229	311	15	practices	practice	NOUN
globalce-229	311	16	.	.	PUNCT
globalce-229	312	1	j	j	PROPN
globalce-229	312	2	am	be	AUX
globalce-229	312	3	med	me	VERB
globalce-229	312	4	inform	inform	NOUN
globalce-229	312	5	assoc	assoc	NOUN
globalce-229	312	6	.	.	PUNCT
globalce-229	313	1	2024;31(9):2114–2124	2024;31(9):2114–2124	PROPN
globalce-229	313	2	.	.	PUNCT
globalce-229	314	1	https://doi.org/10.1093/jamia/ocae074	https://doi.org/10.1093/jamia/ocae074	X
globalce-229	314	2	.	.	PUNCT
globalce-229	315	1	16	16	NUM
globalce-229	315	2	.	.	PUNCT
globalce-229	316	1	boucher	boucher	PROPN
globalce-229	316	2	,	,	PUNCT
globalce-229	316	3	e.m	e.m	PROPN
globalce-229	316	4	.	.	PROPN
globalce-229	316	5	,	,	PUNCT
globalce-229	316	6	harake	harake	NOUN
globalce-229	316	7	,	,	PUNCT
globalce-229	316	8	n.r	n.r	PROPN
globalce-229	316	9	.	.	PROPN
globalce-229	316	10	,	,	PUNCT
globalce-229	316	11	ward	ward	NOUN
globalce-229	316	12	,	,	PUNCT
globalce-229	316	13	h.e	h.e	PROPN
globalce-229	316	14	.	.	PROPN
globalce-229	316	15	,	,	PUNCT
globalce-229	316	16	et	et	PROPN
globalce-229	316	17	al	al	PROPN
globalce-229	316	18	.	.	PUNCT
globalce-229	316	19	artificially	artificially	ADV
globalce-229	316	20	intelligent	intelligent	ADJ
globalce-229	316	21	chatbots	chatbot	NOUN
globalce-229	316	22	in	in	ADP
globalce-229	316	23	digital	digital	ADJ
globalce-229	316	24	mental	mental	ADJ
globalce-229	316	25	health	health	NOUN
globalce-229	316	26	interventions	intervention	NOUN
globalce-229	316	27	:	:	PUNCT
globalce-229	316	28	a	a	DET
globalce-229	316	29	review	review	NOUN
globalce-229	316	30	.	.	PUNCT
globalce-229	317	1	expert	expert	NOUN
globalce-229	317	2	rev	rev	VERB
globalce-229	317	3	med	med	PROPN
globalce-229	317	4	devices	device	NOUN
globalce-229	317	5	.	.	PUNCT
globalce-229	318	1	2021;18(sup1):37–49	2021;18(sup1):37–49	NUM
globalce-229	318	2	.	.	PUNCT
globalce-229	318	3	https://doi.org/10.1080/17434440.2021.2013200	https://doi.org/10.1080/17434440.2021.2013200	PROPN
globalce-229	318	4	.	.	PROPN
globalce-229	319	1	17	17	NUM
globalce-229	319	2	.	.	PUNCT
globalce-229	320	1	touvron	touvron	PROPN
globalce-229	320	2	,	,	PUNCT
globalce-229	320	3	h.	h.	PROPN
globalce-229	320	4	,	,	PUNCT
globalce-229	320	5	martin	martin	PROPN
globalce-229	320	6	,	,	PUNCT
globalce-229	320	7	l.	l.	PROPN
globalce-229	320	8	,	,	PUNCT
globalce-229	320	9	stone	stone	PROPN
globalce-229	320	10	,	,	PUNCT
globalce-229	320	11	k.	k.	PROPN
globalce-229	320	12	,	,	PUNCT
globalce-229	320	13	et	et	PROPN
globalce-229	320	14	al	al	PROPN
globalce-229	320	15	.	.	PROPN
globalce-229	320	16	llama	llama	PROPN
globalce-229	320	17	2	2	NUM
globalce-229	320	18	:	:	PUNCT
globalce-229	320	19	open	open	ADJ
globalce-229	320	20	foundation	foundation	NOUN
globalce-229	320	21	and	and	CCONJ
globalce-229	320	22	fine	fine	ADV
globalce-229	320	23	-	-	PUNCT
globalce-229	320	24	tuned	tune	VERB
globalce-229	320	25	chat	chat	NOUN
globalce-229	320	26	models	model	NOUN
globalce-229	320	27	.	.	PUNCT
globalce-229	321	1	arxiv	arxiv	PROPN
globalce-229	321	2	preprint	preprint	VERB
globalce-229	321	3	arxiv:2307.09288	arxiv:2307.09288	NOUN
globalce-229	321	4	.	.	PUNCT
globalce-229	322	1	2023	2023	NUM
globalce-229	322	2	.	.	X
globalce-229	323	1	18	18	NUM
globalce-229	323	2	.	.	X
globalce-229	324	1	zhang	zhang	PROPN
globalce-229	324	2	,	,	PUNCT
globalce-229	324	3	r.	r.	PROPN
globalce-229	324	4	,	,	PUNCT
globalce-229	324	5	han	han	PROPN
globalce-229	324	6	,	,	PUNCT
globalce-229	324	7	j.	j.	PROPN
globalce-229	324	8	,	,	PUNCT
globalce-229	324	9	liu	liu	PROPN
globalce-229	324	10	,	,	PUNCT
globalce-229	324	11	c	c	PROPN
globalce-229	324	12	,	,	PUNCT
globalce-229	324	13	et	et	PROPN
globalce-229	324	14	al	al	PROPN
globalce-229	324	15	.	.	PUNCT
globalce-229	324	16	llama	llama	PROPN
globalce-229	324	17	-	-	PUNCT
globalce-229	324	18	adapter	adapter	NOUN
globalce-229	324	19	:	:	PUNCT
globalce-229	324	20	efficient	efficient	ADJ
globalce-229	324	21	fine	fine	NOUN
globalce-229	324	22	-	-	PUNCT
globalce-229	324	23	tuning	tuning	NOUN
globalce-229	324	24	of	of	ADP
globalce-229	324	25	large	large	ADJ
globalce-229	324	26	language	language	NOUN
globalce-229	324	27	models	model	NOUN
globalce-229	324	28	with	with	ADP
globalce-229	324	29	zero	zero	NUM
globalce-229	324	30	-	-	PUNCT
globalce-229	324	31	initialized	initialize	VERB
globalce-229	324	32	attention	attention	NOUN
globalce-229	324	33	.	.	PUNCT
globalce-229	325	1	in	in	ADP
globalce-229	325	2	the	the	DET
globalce-229	325	3	twelfth	twelfth	ADJ
globalce-229	325	4	international	international	ADJ
globalce-229	325	5	conference	conference	NOUN
globalce-229	325	6	on	on	ADP
globalce-229	325	7	learning	learn	VERB
globalce-229	325	8	representations	representation	NOUN
globalce-229	325	9	,	,	PUNCT
globalce-229	325	10	vienna	vienna	PROPN
globalce-229	325	11	austria	austria	PROPN
globalce-229	325	12	,	,	PUNCT
globalce-229	325	13	7–11	7–11	PROPN
globalce-229	325	14	may	may	NOUN
globalce-229	325	15	,	,	PUNCT
globalce-229	325	16	2024	2024	NUM
globalce-229	325	17	.	.	PUNCT
globalce-229	326	1	available	available	ADJ
globalce-229	326	2	online	online	ADV
globalce-229	326	3	:	:	PUNCT
globalce-229	327	1	https://openreview.net/pdf?id=d4uixahn2w	https://openreview.net/pdf?id=d4uixahn2w	X
globalce-229	327	2	.	.	X
globalce-229	328	1	19	19	NUM
globalce-229	328	2	.	.	X
globalce-229	328	3	carlson	carlson	PROPN
globalce-229	328	4	,	,	PUNCT
globalce-229	328	5	c.	c.	PROPN
globalce-229	328	6	virtual	virtual	ADJ
globalce-229	328	7	and	and	CCONJ
globalce-229	328	8	augmented	augment	VERB
globalce-229	328	9	simulations	simulation	NOUN
globalce-229	328	10	in	in	ADP
globalce-229	328	11	mental	mental	ADJ
globalce-229	328	12	health	health	NOUN
globalce-229	328	13	.	.	PUNCT
globalce-229	329	1	curr	curr	PROPN
globalce-229	329	2	psychiatry	psychiatry	PROPN
globalce-229	329	3	rep	rep	PROPN
globalce-229	329	4	.	.	PROPN
globalce-229	329	5	2023;25(9):365–371	2023;25(9):365–371	NUM
globalce-229	329	6	.	.	PUNCT
globalce-229	330	1	https://	https://	PROPN
globalce-229	330	2	doi.org/10.1007/s11920-023-01438-4	doi.org/10.1007/s11920-023-01438-4	PROPN
globalce-229	330	3	.	.	PUNCT
globalce-229	331	1	20	20	NUM
globalce-229	331	2	.	.	X
globalce-229	332	1	hsu	hsu	PROPN
globalce-229	332	2	,	,	PUNCT
globalce-229	332	3	m.c	m.c	PROPN
globalce-229	332	4	.	.	PROPN
globalce-229	333	1	the	the	DET
globalce-229	333	2	construction	construction	NOUN
globalce-229	333	3	of	of	ADP
globalce-229	333	4	critical	critical	ADJ
globalce-229	333	5	factors	factor	NOUN
globalce-229	333	6	for	for	ADP
globalce-229	333	7	successfully	successfully	ADV
globalce-229	333	8	introducing	introduce	VERB
globalce-229	333	9	chatbots	chatbot	NOUN
globalce-229	333	10	into	into	ADP
globalce-229	333	11	mental	mental	ADJ
globalce-229	333	12	health	health	NOUN
globalce-229	333	13	services	service	NOUN
globalce-229	333	14	in	in	ADP
globalce-229	333	15	the	the	DET
globalce-229	333	16	army	army	NOUN
globalce-229	333	17	:	:	PUNCT
globalce-229	333	18	using	use	VERB
globalce-229	333	19	a	a	DET
globalce-229	333	20	hybrid	hybrid	ADJ
globalce-229	333	21	mcdm	mcdm	ADJ
globalce-229	333	22	approach	approach	NOUN
globalce-229	333	23	.	.	PUNCT
globalce-229	334	1	sustainability	sustainability	NOUN
globalce-229	334	2	.	.	PUNCT
globalce-229	335	1	2023;15(10):7905	2023;15(10):7905	VERB
globalce-229	335	2	.	.	PUNCT
globalce-229	336	1	https://doi.org/10.3390/su15107905	https://doi.org/10.3390/su15107905	PROPN
globalce-229	336	2	.	.	PUNCT
globalce-229	337	1	21	21	NUM
globalce-229	337	2	.	.	PUNCT
globalce-229	337	3	dosovitskiy	dosovitskiy	NOUN
globalce-229	337	4	,	,	PUNCT
globalce-229	337	5	g.	g.	PROPN
globalce-229	337	6	and	and	CCONJ
globalce-229	337	7	bunge	bunge	PROPN
globalce-229	337	8	,	,	PUNCT
globalce-229	337	9	e.	e.	PROPN
globalce-229	337	10	development	development	PROPN
globalce-229	337	11	of	of	ADP
globalce-229	337	12	a	a	DET
globalce-229	337	13	chatbot	chatbot	NOUN
globalce-229	337	14	for	for	ADP
globalce-229	337	15	depression	depression	NOUN
globalce-229	337	16	:	:	PUNCT
globalce-229	337	17	adolescent	adolescent	ADJ
globalce-229	337	18	perceptions	perception	NOUN
globalce-229	337	19	and	and	CCONJ
globalce-229	337	20	recommendations	recommendation	NOUN
globalce-229	337	21	.	.	PUNCT
globalce-229	338	1	child	child	NOUN
globalce-229	338	2	adolesc	adolesc	PROPN
globalce-229	338	3	ment	ment	PROPN
globalce-229	338	4	health	health	PROPN
globalce-229	338	5	.	.	PUNCT
globalce-229	339	1	2023;28(1):124–127	2023;28(1):124–127	NUM
globalce-229	339	2	.	.	PUNCT
globalce-229	340	1	https://	https://	PROPN
globalce-229	340	2	doi.org/10.1111/camh.12627	doi.org/10.1111/camh.12627	NOUN
globalce-229	340	3	.	.	PUNCT
globalce-229	341	1	22	22	NUM
globalce-229	341	2	.	.	PUNCT
globalce-229	342	1	furukawa	furukawa	PROPN
globalce-229	342	2	,	,	PUNCT
globalce-229	342	3	t.a	t.a	PROPN
globalce-229	342	4	.	.	PROPN
globalce-229	342	5	assessment	assessment	NOUN
globalce-229	342	6	of	of	ADP
globalce-229	342	7	mood	mood	NOUN
globalce-229	342	8	:	:	PUNCT
globalce-229	342	9	guides	guide	NOUN
globalce-229	342	10	for	for	ADP
globalce-229	342	11	clinicians	clinician	NOUN
globalce-229	342	12	.	.	PUNCT
globalce-229	343	1	j	j	PROPN
globalce-229	343	2	psychosom	psychosom	PROPN
globalce-229	343	3	res	re	NOUN
globalce-229	343	4	.	.	PUNCT
globalce-229	344	1	2010;68(6):581–589	2010;68(6):581–589	X
globalce-229	344	2	.	.	PUNCT
globalce-229	345	1	https://doi	https://doi	PROPN
globalce-229	345	2	.	.	PUNCT
globalce-229	346	1	org/10.1016	org/10.1016	PROPN
globalce-229	346	2	/	/	SYM
globalce-229	346	3	j.jpsychores.2009.05.003	j.jpsychores.2009.05.003	PROPN
globalce-229	346	4	.	.	PROPN
globalce-229	346	5	23	23	NUM
globalce-229	346	6	.	.	PUNCT
globalce-229	347	1	berryman	berryman	PROPN
globalce-229	347	2	,	,	PUNCT
globalce-229	347	3	c.	c.	PROPN
globalce-229	347	4	,	,	PUNCT
globalce-229	347	5	ferguson	ferguson	PROPN
globalce-229	347	6	,	,	PUNCT
globalce-229	347	7	c.j	c.j	PROPN
globalce-229	347	8	.	.	PROPN
globalce-229	347	9	,	,	PUNCT
globalce-229	347	10	negy	negy	PROPN
globalce-229	347	11	,	,	PUNCT
globalce-229	347	12	c.	c.	PROPN
globalce-229	347	13	social	social	ADJ
globalce-229	347	14	media	medium	NOUN
globalce-229	347	15	use	use	NOUN
globalce-229	347	16	and	and	CCONJ
globalce-229	347	17	mental	mental	ADJ
globalce-229	347	18	health	health	NOUN
globalce-229	347	19	among	among	ADP
globalce-229	347	20	young	young	ADJ
globalce-229	347	21	adults	adult	NOUN
globalce-229	347	22	.	.	PUNCT
globalce-229	348	1	psychiatry	psychiatry	NOUN
globalce-229	348	2	q.	q.	PROPN
globalce-229	348	3	2018;89(2):307–314	2018;89(2):307–314	PROPN
globalce-229	348	4	.	.	PUNCT
globalce-229	349	1	https://doi.org/10.1007/s11126-017-9535-6	https://doi.org/10.1007/s11126-017-9535-6	PROPN
globalce-229	349	2	.	.	PUNCT
globalce-229	350	1	6	6	X
globalce-229	350	2	.	.	X
globalce-229	350	3	roumeliotis	roumeliotis	PROPN
globalce-229	350	4	,	,	PUNCT
globalce-229	350	5	k.	k.	PROPN
globalce-229	350	6	,	,	PUNCT
globalce-229	350	7	tselikas	tselikas	PROPN
globalce-229	350	8	,	,	PUNCT
globalce-229	350	9	n.	n.	NOUN
globalce-229	350	10	,	,	PUNCT
globalce-229	350	11	nasiopoulos	nasiopoulo	NOUN
globalce-229	350	12	,	,	PUNCT
globalce-229	350	13	d.	d.	PROPN
globalce-229	350	14	llama	llama	PROPN
globalce-229	351	1	2	2	NUM
globalce-229	351	2	:	:	PUNCT
globalce-229	351	3	early	early	ADJ
globalce-229	351	4	adopters	adopter	NOUN
globalce-229	351	5	’	'	PUNCT
globalce-229	351	6	utilization	utilization	NOUN
globalce-229	351	7	of	of	ADP
globalce-229	351	8	meta	meta	PROPN
globalce-229	351	9	's	's	PART
globalce-229	351	10	new	new	ADJ
globalce-229	351	11	open	open	ADJ
globalce-229	351	12	-	-	PUNCT
globalce-229	351	13	source	source	NOUN
globalce-229	351	14	pretrained	pretraine	VERB
globalce-229	351	15	model	model	NOUN
globalce-229	351	16	.	.	PUNCT
globalce-229	352	1	preprints	preprint	NOUN
globalce-229	352	2	.	.	PUNCT
globalce-229	353	1	2023	2023	NUM
globalce-229	353	2	.	.	PUNCT
globalce-229	354	1	https://doi.org/10.20944/preprints202307.2142.v1	https://doi.org/10.20944/preprints202307.2142.v1	NOUN
globalce-229	354	2	.	.	PROPN
globalce-229	354	3	7	7	NUM
globalce-229	354	4	.	.	X
globalce-229	354	5	yang	yang	PROPN
globalce-229	354	6	,	,	PUNCT
globalce-229	354	7	k.	k.	PROPN
globalce-229	354	8	,	,	PUNCT
globalce-229	354	9	ji	ji	PROPN
globalce-229	354	10	,	,	PUNCT
globalce-229	354	11	s.	s.	PROPN
globalce-229	354	12	,	,	PUNCT
globalce-229	354	13	zhang	zhang	PROPN
globalce-229	354	14	,	,	PUNCT
globalce-229	354	15	t.	t.	PROPN
globalce-229	354	16	,	,	PUNCT
globalce-229	354	17	et	et	PROPN
globalce-229	354	18	al	al	PROPN
globalce-229	354	19	.	.	PROPN
globalce-229	355	1	towards	towards	ADP
globalce-229	355	2	interpretable	interpretable	ADJ
globalce-229	355	3	mental	mental	ADJ
globalce-229	355	4	health	health	NOUN
globalce-229	355	5	analysis	analysis	NOUN
globalce-229	355	6	with	with	ADP
globalce-229	355	7	large	large	ADJ
globalce-229	355	8	language	language	NOUN
globalce-229	355	9	models	model	NOUN
globalce-229	355	10	.	.	PUNCT
globalce-229	356	1	in	in	ADP
globalce-229	356	2	proceedings	proceeding	NOUN
globalce-229	356	3	of	of	ADP
globalce-229	356	4	the	the	DET
globalce-229	356	5	2023	2023	NUM
globalce-229	356	6	conference	conference	NOUN
globalce-229	356	7	on	on	ADP
globalce-229	356	8	empirical	empirical	ADJ
globalce-229	356	9	methods	method	NOUN
globalce-229	356	10	in	in	ADP
globalce-229	356	11	natural	natural	ADJ
globalce-229	356	12	language	language	NOUN
globalce-229	356	13	processing	processing	NOUN
globalce-229	356	14	,	,	PUNCT
globalce-229	356	15	singapore	singapore	PROPN
globalce-229	356	16	,	,	PUNCT
globalce-229	356	17	6	6	NUM
globalce-229	356	18	-	-	SYM
globalce-229	356	19	10	10	NUM
globalce-229	356	20	december	december	NOUN
globalce-229	356	21	,	,	PUNCT
globalce-229	356	22	2023	2023	NUM
globalce-229	356	23	.	.	PUNCT
globalce-229	356	24	https://doi.org/10.18653/v1/2023.emnlp-main.370	https://doi.org/10.18653/v1/2023.emnlp-main.370	X
globalce-229	356	25	.	.	PUNCT
globalce-229	356	26	8	8	NUM
globalce-229	356	27	.	.	X
globalce-229	356	28	wu	wu	PROPN
globalce-229	356	29	,	,	PUNCT
globalce-229	356	30	c.	c.	PROPN
globalce-229	356	31	,	,	PUNCT
globalce-229	356	32	lin	lin	PROPN
globalce-229	356	33	,	,	PUNCT
globalce-229	356	34	w.	w.	PROPN
globalce-229	356	35	,	,	PUNCT
globalce-229	356	36	zhang	zhang	PROPN
globalce-229	356	37	,	,	PUNCT
globalce-229	356	38	x.	x.	PROPN
globalce-229	356	39	,	,	PUNCT
globalce-229	356	40	et	et	PROPN
globalce-229	356	41	al	al	PROPN
globalce-229	356	42	.	.	PROPN
globalce-229	356	43	pmc	pmc	PROPN
globalce-229	356	44	-	-	PUNCT
globalce-229	356	45	llama	llama	NOUN
globalce-229	356	46	:	:	PUNCT
globalce-229	356	47	toward	toward	ADP
globalce-229	356	48	building	build	VERB
globalce-229	356	49	open	open	ADJ
globalce-229	356	50	-	-	PUNCT
globalce-229	356	51	source	source	NOUN
globalce-229	356	52	language	language	NOUN
globalce-229	356	53	models	model	NOUN
globalce-229	356	54	for	for	ADP
globalce-229	356	55	medicine	medicine	NOUN
globalce-229	356	56	.	.	PUNCT
globalce-229	357	1	j	j	PROPN
globalce-229	357	2	am	be	AUX
globalce-229	357	3	med	me	VERB
globalce-229	357	4	inform	inform	NOUN
globalce-229	357	5	assoc	assoc	PROPN
globalce-229	357	6	.	.	PUNCT
globalce-229	358	1	2024;31(9):1833–1843	2024;31(9):1833–1843	PROPN
globalce-229	358	2	.	.	PUNCT
globalce-229	359	1	https://doi.org/10.1093/	https://doi.org/10.1093/	PROPN
globalce-229	359	2	jamia	jamia	PROPN
globalce-229	359	3	/	/	SYM
globalce-229	359	4	ocae045	ocae045	PROPN
globalce-229	359	5	.	.	PROPN
globalce-229	359	6	9	9	X
globalce-229	359	7	.	.	X
globalce-229	359	8	shields	shield	NOUN
globalce-229	359	9	,	,	PUNCT
globalce-229	359	10	r.e	r.e	PROPN
globalce-229	359	11	.	.	PROPN
globalce-229	359	12	,	,	PUNCT
globalce-229	359	13	korol	korol	PROPN
globalce-229	359	14	,	,	PUNCT
globalce-229	359	15	s.	s.	PROPN
globalce-229	359	16	,	,	PUNCT
globalce-229	359	17	carleton	carleton	PROPN
globalce-229	359	18	,	,	PUNCT
globalce-229	359	19	r.n	r.n	PROPN
globalce-229	359	20	.	.	PROPN
globalce-229	359	21	,	,	PUNCT
globalce-229	359	22	et	et	PROPN
globalce-229	359	23	al	al	PROPN
globalce-229	359	24	.	.	PROPN
globalce-229	359	25	brief	brief	ADJ
globalce-229	359	26	mental	mental	ADJ
globalce-229	359	27	health	health	NOUN
globalce-229	359	28	disorder	disorder	NOUN
globalce-229	359	29	screening	screen	VERB
globalce-229	359	30	questionnaires	questionnaire	NOUN
globalce-229	359	31	and	and	CCONJ
globalce-229	359	32	use	use	NOUN
globalce-229	359	33	with	with	ADP
globalce-229	359	34	public	public	ADJ
globalce-229	359	35	safety	safety	NOUN
globalce-229	359	36	personnel	personnel	NOUN
globalce-229	359	37	:	:	PUNCT
globalce-229	359	38	a	a	DET
globalce-229	359	39	review	review	NOUN
globalce-229	359	40	.	.	PUNCT
globalce-229	360	1	int	int	PROPN
globalce-229	361	1	j	j	PROPN
globalce-229	361	2	environ	environ	PROPN
globalce-229	361	3	res	re	VERB
globalce-229	361	4	public	public	ADJ
globalce-229	361	5	health	health	NOUN
globalce-229	361	6	.	.	PUNCT
globalce-229	362	1	2021;18(7):3743	2021;18(7):3743	NUM
globalce-229	362	2	.	.	PUNCT
globalce-229	363	1	https://doi.org/10.3390/	https://doi.org/10.3390/	PROPN
globalce-229	363	2	ijerph18073743	ijerph18073743	PROPN
globalce-229	363	3	.	.	PUNCT
globalce-229	364	1	10	10	NUM
globalce-229	364	2	.	.	PUNCT
globalce-229	365	1	singha	singha	PROPN
globalce-229	365	2	,	,	PUNCT
globalce-229	365	3	r.	r.	PROPN
globalce-229	365	4	,	,	PUNCT
globalce-229	365	5	singha	singha	PROPN
globalce-229	365	6	,	,	PUNCT
globalce-229	365	7	s.	s.	PROPN
globalce-229	365	8	mental	mental	PROPN
globalce-229	365	9	health	health	PROPN
globalce-229	365	10	treatment	treatment	NOUN
globalce-229	365	11	:	:	PUNCT
globalce-229	365	12	exploring	explore	VERB
globalce-229	365	13	the	the	DET
globalce-229	365	14	potential	potential	NOUN
globalce-229	365	15	of	of	ADP
globalce-229	365	16	augmented	augment	VERB
globalce-229	365	17	reality	reality	NOUN
globalce-229	365	18	and	and	CCONJ
globalce-229	365	19	virtual	virtual	ADJ
globalce-229	365	20	reality	reality	NOUN
globalce-229	365	21	.	.	PUNCT
globalce-229	366	1	in	in	ADP
globalce-229	366	2	applications	application	NOUN
globalce-229	366	3	of	of	ADP
globalce-229	366	4	virtual	virtual	ADJ
globalce-229	366	5	and	and	CCONJ
globalce-229	366	6	augmented	augment	VERB
globalce-229	366	7	reality	reality	NOUN
globalce-229	366	8	for	for	ADP
globalce-229	366	9	health	health	NOUN
globalce-229	366	10	and	and	CCONJ
globalce-229	366	11	wellbeing	wellbeing	NOUN
globalce-229	366	12	;	;	PUNCT
globalce-229	366	13	hiran	hiran	ADJ
globalce-229	366	14	,	,	PUNCT
globalce-229	366	15	k.k	k.k	PROPN
globalce-229	366	16	.	.	PROPN
globalce-229	366	17	,	,	PUNCT
globalce-229	366	18	doshi	doshi	PROPN
globalce-229	366	19	,	,	PUNCT
globalce-229	366	20	r.	r.	PROPN
globalce-229	366	21	,	,	PUNCT
globalce-229	366	22	patel	patel	PROPN
globalce-229	366	23	,	,	PUNCT
globalce-229	366	24	m.	m.	NOUN
globalce-229	366	25	,	,	PUNCT
globalce-229	366	26	eds	eds	PROPN
globalce-229	366	27	.	.	PUNCT
globalce-229	367	1	igi	igi	PROPN
globalce-229	367	2	global	global	PROPN
globalce-229	367	3	:	:	PUNCT
globalce-229	367	4	pennsylvania	pennsylvania	PROPN
globalce-229	367	5	,	,	PUNCT
globalce-229	367	6	usa	usa	PROPN
globalce-229	367	7	;	;	PUNCT
globalce-229	367	8	2024	2024	NUM
globalce-229	367	9	;	;	PUNCT
globalce-229	367	10	pp.91–110	pp.91–110	NOUN
globalce-229	367	11	.	.	PUNCT
globalce-229	368	1	https://doi	https://doi	PROPN
globalce-229	368	2	.	.	PUNCT
globalce-229	368	3	org/10.4018/979	org/10.4018/979	NOUN
globalce-229	368	4	-	-	PUNCT
globalce-229	368	5	8	8	NUM
globalce-229	368	6	-	-	PUNCT
globalce-229	368	7	3693	3693	NUM
globalce-229	368	8	-	-	PUNCT
globalce-229	368	9	1123	1123	NUM
globalce-229	368	10	-	-	PUNCT
globalce-229	368	11	3.ch006	3.ch006	NOUN
globalce-229	368	12	.	.	PUNCT
globalce-229	369	1	11	11	NUM
globalce-229	369	2	.	.	X
globalce-229	369	3	bakır	bakır	PROPN
globalce-229	369	4	,	,	PUNCT
globalce-229	369	5	ç.n	ç.n	PROPN
globalce-229	369	6	.	.	PROPN
globalce-229	369	7	,	,	PUNCT
globalce-229	369	8	abbas	abbas	PROPN
globalce-229	369	9	,	,	PUNCT
globalce-229	369	10	s.o	s.o	PROPN
globalce-229	369	11	.	.	PROPN
globalce-229	369	12	,	,	PUNCT
globalce-229	369	13	sever	sever	PROPN
globalce-229	369	14	,	,	PUNCT
globalce-229	369	15	e.	e.	PROPN
globalce-229	369	16	,	,	PUNCT
globalce-229	369	17	et	et	PROPN
globalce-229	369	18	al	al	PROPN
globalce-229	369	19	.	.	PUNCT
globalce-229	369	20	use	use	NOUN
globalce-229	369	21	of	of	ADP
globalce-229	369	22	augmented	augment	VERB
globalce-229	369	23	reality	reality	NOUN
globalce-229	369	24	in	in	ADP
globalce-229	369	25	mental	mental	ADJ
globalce-229	369	26	health	health	NOUN
globalce-229	369	27	-	-	PUNCT
globalce-229	369	28	related	relate	VERB
globalce-229	369	29	conditions	condition	NOUN
globalce-229	369	30	:	:	PUNCT
globalce-229	369	31	a	a	DET
globalce-229	369	32	systematic	systematic	ADJ
globalce-229	369	33	review	review	NOUN
globalce-229	369	34	.	.	PUNCT
globalce-229	370	1	digit	digit	PROPN
globalce-229	370	2	health	health	NOUN
globalce-229	370	3	.	.	PUNCT
globalce-229	371	1	2023;9:20552076231203649	2023;9:20552076231203649	NOUN
globalce-229	371	2	.	.	PUNCT
globalce-229	372	1	https://	https://	PROPN
globalce-229	372	2	doi.org/10.1177/20552076231203649	doi.org/10.1177/20552076231203649	PROPN
globalce-229	372	3	.	.	PROPN
globalce-229	372	4	12	12	NUM
globalce-229	372	5	.	.	PUNCT
globalce-229	373	1	lecomte	lecomte	NOUN
globalce-229	373	2	,	,	PUNCT
globalce-229	373	3	t.	t.	PROPN
globalce-229	373	4	,	,	PUNCT
globalce-229	373	5	potvin	potvin	PROPN
globalce-229	373	6	,	,	PUNCT
globalce-229	373	7	s.	s.	PROPN
globalce-229	373	8	,	,	PUNCT
globalce-229	373	9	corbière	corbière	PROPN
globalce-229	373	10	,	,	PUNCT
globalce-229	373	11	m.	m.	NOUN
globalce-229	373	12	,	,	PUNCT
globalce-229	373	13	et	et	PROPN
globalce-229	373	14	al	al	PROPN
globalce-229	373	15	.	.	PUNCT
globalce-229	373	16	mobile	mobile	ADJ
globalce-229	373	17	apps	app	NOUN
globalce-229	373	18	for	for	ADP
globalce-229	373	19	mental	mental	ADJ
globalce-229	373	20	health	health	NOUN
globalce-229	373	21	issues	issue	NOUN
globalce-229	373	22	:	:	PUNCT
globalce-229	373	23	meta	meta	ADJ
globalce-229	373	24	-	-	PUNCT
globalce-229	373	25	review	review	NOUN
globalce-229	373	26	of	of	ADP
globalce-229	373	27	meta	meta	NOUN
globalce-229	373	28	-	-	PUNCT
globalce-229	373	29	analyses	analysis	NOUN
globalce-229	373	30	.	.	PUNCT
globalce-229	374	1	jmir	jmir	PROPN
globalce-229	374	2	mhealth	mhealth	PROPN
globalce-229	374	3	uhealth	uhealth	NOUN
globalce-229	374	4	.	.	PUNCT
globalce-229	375	1	2020;8(5):e17458	2020;8(5):e17458	NOUN
globalce-229	375	2	.	.	PUNCT
globalce-229	376	1	https://doi	https://doi	PROPN
globalce-229	376	2	.	.	PUNCT
globalce-229	377	1	org/10.2196/17458	org/10.2196/17458	ADJ
globalce-229	377	2	.	.	PROPN
globalce-229	378	1	13	13	NUM
globalce-229	378	2	.	.	PUNCT
globalce-229	379	1	kernkraut	kernkraut	PROPN
globalce-229	379	2	,	,	PUNCT
globalce-229	379	3	a.m.	a.m.	ADV
globalce-229	379	4	,	,	PUNCT
globalce-229	379	5	diniz	diniz	PROPN
globalce-229	379	6	nagem	nagem	PROPN
globalce-229	379	7	janot	janot	PROPN
globalce-229	379	8	de	de	X
globalce-229	379	9	matos	matos	PROPN
globalce-229	379	10	,	,	PUNCT
globalce-229	379	11	l.	l.	NOUN
globalce-229	379	12	the	the	DET
globalce-229	379	13	impact	impact	NOUN
globalce-229	379	14	of	of	ADP
globalce-229	379	15	negative	negative	ADJ
globalce-229	379	16	effects	effect	NOUN
globalce-229	379	17	on	on	ADP
globalce-229	379	18	the	the	DET
globalce-229	379	19	high	high	ADJ
globalce-229	379	20	prevalence	prevalence	NOUN
globalce-229	379	21	of	of	ADP
globalce-229	379	22	anxiety	anxiety	NOUN
globalce-229	379	23	,	,	PUNCT
globalce-229	379	24	depression	depression	NOUN
globalce-229	379	25	and	and	CCONJ
globalce-229	379	26	stress	stress	NOUN
globalce-229	379	27	in	in	ADP
globalce-229	379	28	healthcare	healthcare	NOUN
globalce-229	379	29	professionals	professional	NOUN
globalce-229	379	30	.	.	PUNCT
globalce-229	380	1	work	work	NOUN
globalce-229	380	2	.	.	PUNCT
globalce-229	381	1	2024	2024	NUM
globalce-229	381	2	;	;	PUNCT
globalce-229	381	3	79(2	79(2	NUM
globalce-229	381	4	)	)	PUNCT
globalce-229	381	5	,	,	PUNCT
globalce-229	381	6	857–866	857–866	NUM
globalce-229	381	7	.	.	PUNCT
globalce-229	381	8	available	available	ADJ
globalce-229	381	9	online	online	ADV
globalce-229	381	10	:	:	PUNCT
globalce-229	381	11	https://journals.sagepub.com/doi/	https://journals.sagepub.com/doi/	NOUN
globalce-229	381	12	abs/10.3233	abs/10.3233	SYM
globalce-229	381	13	/	/	SYM
globalce-229	381	14	wor-230257?download	wor-230257?download	PROPN
globalce-229	381	15	=	=	SYM
globalce-229	381	16	true#:~:text	true#:~:text	PROPN
globalce-229	381	17	=	=	SYM
globalce-229	381	18	it%20	it%20	PROPN
globalce-229	381	19	was%20observed%20that%20a	was%20observed%20that%20a	PROPN
globalce-229	381	20	,	,	PUNCT
globalce-229	381	21	of%20depression%20	of%20depression%20	NUM
globalce-229	381	22	and%20stress%20prevalence	and%20stress%20prevalence	NOUN
globalce-229	381	23	.	.	PUNCT
globalce-229	381	24	https://doi.org/10.1080/17538157.2021.1983578	https://doi.org/10.1080/17538157.2021.1983578	PUNCT
globalce-229	382	1	https://doi.org/10.1080/17538157.2021.1983578	https://doi.org/10.1080/17538157.2021.1983578	PUNCT
globalce-229	383	1	https://doi.org/10.1093/jamia/ocae074	https://doi.org/10.1093/jamia/ocae074	X
globalce-229	383	2	https://doi.org/10.1080/17434440.2021.2013200	https://doi.org/10.1080/17434440.2021.2013200	PUNCT
globalce-229	384	1	https://openreview.net/pdf?id=d4uixahn2w	https://openreview.net/pdf?id=d4uixahn2w	PRON
globalce-229	384	2	https://doi.org/10.1007/s11920-023-01438-4	https://doi.org/10.1007/s11920-023-01438-4	PROPN
globalce-229	384	3	https://doi.org/10.1007/s11920-023-01438-4	https://doi.org/10.1007/s11920-023-01438-4	NUM
globalce-229	384	4	https://doi.org/10.3390/su15107905	https://doi.org/10.3390/su15107905	VERB
globalce-229	384	5	https://doi.org/10.1111/camh.12627	https://doi.org/10.1111/camh.12627	PROPN
globalce-229	384	6	https://doi.org/10.1111/camh.12627	https://doi.org/10.1111/camh.12627	PROPN
globalce-229	384	7	https://doi.org/10.1016/j.jpsychores.2009.05.003	https://doi.org/10.1016/j.jpsychores.2009.05.003	PROPN
globalce-229	384	8	https://doi.org/10.1016/j.jpsychores.2009.05.003	https://doi.org/10.1016/j.jpsychores.2009.05.003	PROPN
globalce-229	384	9	https://doi.org/10.1007/s11126-017-9535-6	https://doi.org/10.1007/s11126-017-9535-6	PROPN
globalce-229	384	10	https://doi.org/10.20944/preprints202307.2142.v1	https://doi.org/10.20944/preprints202307.2142.v1	ADP
globalce-229	384	11	https://doi.org/10.20944/preprints202307.2142.v1	https://doi.org/10.20944/preprints202307.2142.v1	PROPN
globalce-229	384	12	https://doi.org/10.18653/v1/2023.emnlp-main.370	https://doi.org/10.18653/v1/2023.emnlp-main.370	ADV
globalce-229	384	13	https://doi.org/10.1093/jamia/ocae045	https://doi.org/10.1093/jamia/ocae045	ADJ
globalce-229	384	14	https://doi.org/10.1093/jamia/ocae045	https://doi.org/10.1093/jamia/ocae045	ADJ
globalce-229	384	15	https://doi.org/10.3390/ijerph18073743	https://doi.org/10.3390/ijerph18073743	NOUN
globalce-229	384	16	https://doi.org/10.3390/ijerph18073743	https://doi.org/10.3390/ijerph18073743	NOUN
globalce-229	384	17	https://doi.org/10.4018/979-8-3693-1123-3.ch006	https://doi.org/10.4018/979-8-3693-1123-3.ch006	NOUN
globalce-229	384	18	https://doi.org/10.4018/979-8-3693-1123-3.ch006	https://doi.org/10.4018/979-8-3693-1123-3.ch006	NOUN
globalce-229	384	19	https://doi.org/10.1177/20552076231203649	https://doi.org/10.1177/20552076231203649	ADP
globalce-229	384	20	https://doi.org/10.1177/20552076231203649	https://doi.org/10.1177/20552076231203649	NOUN
globalce-229	384	21	https://doi.org/10.2196/17458	https://doi.org/10.2196/17458	PROPN
globalce-229	384	22	https://doi.org/10.2196/17458	https://doi.org/10.2196/17458	NOUN
globalce-229	384	23	https://journals.sagepub.com/doi/abs/10.3233/wor-230257?download=true#:~:text=it%20was%20observed%20that%20a,of%20depression%20and%20stress%20prevalence	https://journals.sagepub.com/doi/abs/10.3233/wor-230257?download=true#:~:text=it%20was%20observed%20that%20a,of%20depression%20and%20stress%20prevalence	NOUN
globalce-229	384	24	https://journals.sagepub.com/doi/abs/10.3233/wor-230257?download=true#:~:text=it%20was%20observed%20that%20a,of%20depression%20and%20stress%20prevalence	https://journals.sagepub.com/doi/abs/10.3233/wor-230257?download=true#:~:text=it%20was%20observed%20that%20a,of%20depression%20and%20stress%20prevalence	NOUN
globalce-229	384	25	https://journals.sagepub.com/doi/abs/10.3233/wor-230257?download=true#:~:text=it%20was%20observed%20that%20a,of%20depression%20and%20stress%20prevalence	https://journals.sagepub.com/doi/abs/10.3233/wor-230257?download=true#:~:text=it%20was%20observed%20that%20a,of%20depression%20and%20stress%20prevalence	NOUN
globalce-229	384	26	https://journals.sagepub.com/doi/abs/10.3233/wor-230257?download=true#:~:text=it%20was%20observed%20that%20a,of%20depression%20and%20stress%20prevalence	https://journals.sagepub.com/doi/abs/10.3233/wor-230257?download=true#:~:text=it%20was%20observed%20that%20a,of%20depression%20and%20stress%20prevalence	NOUN