id	sid	tid	token	lemma	pos
ajst-17702	1	1	academic	academic	ADJ
ajst-17702	1	2	journal	journal	NOUN
ajst-17702	1	3	of	of	ADP
ajst-17702	1	4	science	science	NOUN
ajst-17702	1	5	and	and	CCONJ
ajst-17702	1	6	technology	technology	NOUN
ajst-17702	1	7	issn	issn	NOUN
ajst-17702	1	8	:	:	PUNCT
ajst-17702	1	9	2771	2771	NUM
ajst-17702	1	10	-	-	SYM
ajst-17702	1	11	3032	3032	NUM
ajst-17702	1	12	|	|	NOUN
ajst-17702	1	13	vol	vol	NOUN
ajst-17702	1	14	.	.	PROPN
ajst-17702	2	1	9	9	NUM
ajst-17702	2	2	,	,	PUNCT
ajst-17702	2	3	no	no	INTJ
ajst-17702	2	4	.	.	NOUN
ajst-17702	2	5	2	2	NUM
ajst-17702	2	6	,	,	PUNCT
ajst-17702	2	7	2024	2024	NUM
ajst-17702	2	8	180	180	NUM
ajst-17702	2	9	enhancing	enhance	VERB
ajst-17702	2	10	kitchen	kitchen	NOUN
ajst-17702	2	11	independence	independence	NOUN
ajst-17702	2	12	:	:	PUNCT
ajst-17702	2	13	deep	deep	ADJ
ajst-17702	2	14	learning‐	learning‐	NOUN
ajst-17702	2	15	based	base	VERB
ajst-17702	2	16	object	object	NOUN
ajst-17702	2	17	detection	detection	NOUN
ajst-17702	2	18	for	for	ADP
ajst-17702	2	19	visually	visually	ADV
ajst-17702	2	20	impaired	impair	VERB
ajst-17702	2	21	assistance	assistance	NOUN
ajst-17702	2	22	bo	bo	PROPN
ajst-17702	2	23	dang1	dang1	PROPN
ajst-17702	2	24	,	,	PUNCT
ajst-17702	2	25	*	*	PUNCT
ajst-17702	2	26	,	,	PUNCT
ajst-17702	2	27	danqing	danqing	NOUN
ajst-17702	2	28	ma2	ma2	PROPN
ajst-17702	2	29	,	,	PUNCT
ajst-17702	2	30	shaojie	shaojie	PROPN
ajst-17702	2	31	li3	li3	PROPN
ajst-17702	2	32	,	,	PUNCT
ajst-17702	2	33	xinqi	xinqi	PROPN
ajst-17702	2	34	dong4	dong4	PROPN
ajst-17702	2	35	,	,	PUNCT
ajst-17702	2	36	hengyi	hengyi	ADJ
ajst-17702	2	37	zang5	zang5	PROPN
ajst-17702	2	38	,	,	PUNCT
ajst-17702	2	39	rui	rui	PROPN
ajst-17702	2	40	ding6	ding6	NOUN
ajst-17702	2	41	1	1	NUM
ajst-17702	2	42	computer	computer	NOUN
ajst-17702	2	43	science	science	NOUN
ajst-17702	2	44	,	,	PUNCT
ajst-17702	2	45	san	san	PROPN
ajst-17702	2	46	francisco	francisco	PROPN
ajst-17702	2	47	bay	bay	PROPN
ajst-17702	2	48	university	university	PROPN
ajst-17702	2	49	,	,	PUNCT
ajst-17702	2	50	fremont	fremont	PROPN
ajst-17702	2	51	ca	ca	PROPN
ajst-17702	2	52	,	,	PUNCT
ajst-17702	2	53	u.s	u.s	PROPN
ajst-17702	2	54	.	.	PROPN
ajst-17702	2	55	2	2	NUM
ajst-17702	2	56	computer	computer	NOUN
ajst-17702	2	57	science	science	NOUN
ajst-17702	2	58	,	,	PUNCT
ajst-17702	2	59	stevens	stevens	PROPN
ajst-17702	2	60	institute	institute	PROPN
ajst-17702	2	61	of	of	ADP
ajst-17702	2	62	technology	technology	PROPN
ajst-17702	2	63	,	,	PUNCT
ajst-17702	2	64	hoboken	hoboken	PROPN
ajst-17702	2	65	nj	nj	PROPN
ajst-17702	2	66	,	,	PUNCT
ajst-17702	2	67	u.s	u.s	PROPN
ajst-17702	2	68	.	.	PROPN
ajst-17702	2	69	3	3	NUM
ajst-17702	2	70	computer	computer	NOUN
ajst-17702	2	71	technology	technology	NOUN
ajst-17702	2	72	,	,	PUNCT
ajst-17702	2	73	huacong	huacong	PROPN
ajst-17702	2	74	qingjiao	qingjiao	PROPN
ajst-17702	2	75	information	information	PROPN
ajst-17702	2	76	technology	technology	PROPN
ajst-17702	2	77	co.	co.	PROPN
ajst-17702	2	78	,	,	PUNCT
ajst-17702	2	79	ltd	ltd	PROPN
ajst-17702	2	80	,	,	PUNCT
ajst-17702	2	81	beijing	beijing	PROPN
ajst-17702	2	82	,	,	PUNCT
ajst-17702	2	83	china	china	PROPN
ajst-17702	2	84	4	4	NUM
ajst-17702	2	85	computer	computer	NOUN
ajst-17702	2	86	science	science	NOUN
ajst-17702	2	87	,	,	PUNCT
ajst-17702	2	88	university	university	PROPN
ajst-17702	2	89	of	of	ADP
ajst-17702	2	90	maine	maine	PROPN
ajst-17702	2	91	at	at	ADP
ajst-17702	2	92	presque	presque	PROPN
ajst-17702	2	93	isle	isle	PROPN
ajst-17702	2	94	,	,	PUNCT
ajst-17702	2	95	presque	presque	PROPN
ajst-17702	2	96	isle	isle	PROPN
ajst-17702	2	97	me	i	PRON
ajst-17702	2	98	,	,	PUNCT
ajst-17702	2	99	u.s	u.s	PROPN
ajst-17702	2	100	.	.	PROPN
ajst-17702	2	101	5	5	NUM
ajst-17702	2	102	physics	physic	NOUN
ajst-17702	2	103	and	and	CCONJ
ajst-17702	2	104	mathematics	mathematic	NOUN
ajst-17702	2	105	,	,	PUNCT
ajst-17702	2	106	universitario	universitario	PROPN
ajst-17702	2	107	tecnológico	tecnológico	PROPN
ajst-17702	2	108	universitam	universitam	PROPN
ajst-17702	2	109	,	,	PUNCT
ajst-17702	2	110	tijuana	tijuana	PROPN
ajst-17702	2	111	,	,	PUNCT
ajst-17702	2	112	mexico	mexico	PROPN
ajst-17702	2	113	6	6	NUM
ajst-17702	2	114	independent	independent	ADJ
ajst-17702	2	115	research	research	NOUN
ajst-17702	2	116	,	,	PUNCT
ajst-17702	2	117	us	we	PRON
ajst-17702	2	118	*	*	PUNCT
ajst-17702	3	1	bo	bo	PROPN
ajst-17702	3	2	dang	dang	INTJ
ajst-17702	3	3	is	be	AUX
ajst-17702	3	4	the	the	DET
ajst-17702	3	5	corresponding	corresponding	ADJ
ajst-17702	3	6	author	author	NOUN
ajst-17702	3	7	,	,	PUNCT
ajst-17702	3	8	e	e	NOUN
ajst-17702	3	9	-	-	NOUN
ajst-17702	3	10	mail	mail	NOUN
ajst-17702	3	11	:	:	PUNCT
ajst-17702	3	12	dangdaxia@gmail.com	dangdaxia@gmail.com	X
ajst-17702	4	1	abstract	abstract	ADJ
ajst-17702	4	2	:	:	PUNCT
ajst-17702	4	3	visually	visually	ADV
ajst-17702	4	4	impaired	impaired	ADJ
ajst-17702	4	5	individuals	individual	NOUN
ajst-17702	4	6	face	face	VERB
ajst-17702	4	7	substantial	substantial	ADJ
ajst-17702	4	8	challenges	challenge	NOUN
ajst-17702	4	9	in	in	ADP
ajst-17702	4	10	kitchens	kitchen	NOUN
ajst-17702	4	11	,	,	PUNCT
ajst-17702	4	12	where	where	SCONJ
ajst-17702	4	13	identifying	identify	VERB
ajst-17702	4	14	objects	object	NOUN
ajst-17702	4	15	accurately	accurately	ADV
ajst-17702	4	16	is	be	AUX
ajst-17702	4	17	crucial	crucial	ADJ
ajst-17702	4	18	yet	yet	ADV
ajst-17702	4	19	difficult	difficult	ADJ
ajst-17702	4	20	due	due	ADP
ajst-17702	4	21	to	to	ADP
ajst-17702	4	22	the	the	DET
ajst-17702	4	23	complexity	complexity	NOUN
ajst-17702	4	24	and	and	CCONJ
ajst-17702	4	25	variability	variability	NOUN
ajst-17702	4	26	of	of	ADP
ajst-17702	4	27	the	the	DET
ajst-17702	4	28	environment	environment	NOUN
ajst-17702	4	29	.	.	PUNCT
ajst-17702	5	1	traditional	traditional	ADJ
ajst-17702	5	2	object	object	NOUN
ajst-17702	5	3	detection1	detection1	NOUN
ajst-17702	5	4	methods	method	NOUN
ajst-17702	5	5	fall	fall	VERB
ajst-17702	5	6	short	short	ADV
ajst-17702	5	7	in	in	ADP
ajst-17702	5	8	these	these	DET
ajst-17702	5	9	settings	setting	NOUN
ajst-17702	5	10	,	,	PUNCT
ajst-17702	5	11	struggling	struggle	VERB
ajst-17702	5	12	with	with	ADP
ajst-17702	5	13	the	the	DET
ajst-17702	5	14	assortment	assortment	NOUN
ajst-17702	5	15	of	of	ADP
ajst-17702	5	16	items	item	NOUN
ajst-17702	5	17	.	.	PUNCT
ajst-17702	6	1	this	this	DET
ajst-17702	6	2	research	research	NOUN
ajst-17702	6	3	highlights	highlight	VERB
ajst-17702	6	4	the	the	DET
ajst-17702	6	5	need	need	NOUN
ajst-17702	6	6	for	for	ADP
ajst-17702	6	7	advanced	advanced	ADJ
ajst-17702	6	8	,	,	PUNCT
ajst-17702	6	9	kitchen	kitchen	NOUN
ajst-17702	6	10	-	-	PUNCT
ajst-17702	6	11	specific	specific	ADJ
ajst-17702	6	12	solutions	solution	NOUN
ajst-17702	6	13	that	that	PRON
ajst-17702	6	14	leverage	leverage	VERB
ajst-17702	6	15	deep	deep	ADJ
ajst-17702	6	16	learning	learning	NOUN
ajst-17702	6	17	to	to	PART
ajst-17702	6	18	improve	improve	VERB
ajst-17702	6	19	detection	detection	NOUN
ajst-17702	6	20	accuracy	accuracy	NOUN
ajst-17702	6	21	and	and	CCONJ
ajst-17702	6	22	offer	offer	VERB
ajst-17702	6	23	real	real	ADJ
ajst-17702	6	24	-	-	PUNCT
ajst-17702	6	25	time	time	NOUN
ajst-17702	6	26	,	,	PUNCT
ajst-17702	6	27	interactive	interactive	ADJ
ajst-17702	6	28	guidance	guidance	NOUN
ajst-17702	6	29	through	through	ADP
ajst-17702	6	30	speech	speech	NOUN
ajst-17702	6	31	technologies	technology	NOUN
ajst-17702	6	32	.	.	PUNCT
ajst-17702	7	1	by	by	ADP
ajst-17702	7	2	focusing	focus	VERB
ajst-17702	7	3	on	on	ADP
ajst-17702	7	4	the	the	DET
ajst-17702	7	5	unique	unique	ADJ
ajst-17702	7	6	demands	demand	NOUN
ajst-17702	7	7	of	of	ADP
ajst-17702	7	8	kitchen	kitchen	NOUN
ajst-17702	7	9	environments	environment	NOUN
ajst-17702	7	10	,	,	PUNCT
ajst-17702	7	11	the	the	DET
ajst-17702	7	12	proposed	propose	VERB
ajst-17702	7	13	system	system	NOUN
ajst-17702	7	14	aims	aim	VERB
ajst-17702	7	15	to	to	PART
ajst-17702	7	16	significantly	significantly	ADV
ajst-17702	7	17	enhance	enhance	VERB
ajst-17702	7	18	the	the	DET
ajst-17702	7	19	autonomy	autonomy	NOUN
ajst-17702	7	20	and	and	CCONJ
ajst-17702	7	21	safety	safety	NOUN
ajst-17702	7	22	of	of	ADP
ajst-17702	7	23	visually	visually	ADV
ajst-17702	7	24	impaired	impaired	ADJ
ajst-17702	7	25	users	user	NOUN
ajst-17702	7	26	,	,	PUNCT
ajst-17702	7	27	presenting	present	VERB
ajst-17702	7	28	a	a	DET
ajst-17702	7	29	notable	notable	ADJ
ajst-17702	7	30	advancement	advancement	NOUN
ajst-17702	7	31	in	in	ADP
ajst-17702	7	32	assistive	assistive	ADJ
ajst-17702	7	33	technology	technology	NOUN
ajst-17702	7	34	.	.	PUNCT
ajst-17702	8	1	the	the	DET
ajst-17702	8	2	effectiveness	effectiveness	NOUN
ajst-17702	8	3	of	of	ADP
ajst-17702	8	4	this	this	DET
ajst-17702	8	5	approach	approach	NOUN
ajst-17702	8	6	is	be	AUX
ajst-17702	8	7	assessed	assess	VERB
ajst-17702	8	8	by	by	ADP
ajst-17702	8	9	its	its	PRON
ajst-17702	8	10	ability	ability	NOUN
ajst-17702	8	11	to	to	PART
ajst-17702	8	12	accurately	accurately	ADV
ajst-17702	8	13	identify	identify	VERB
ajst-17702	8	14	kitchen	kitchen	NOUN
ajst-17702	8	15	items	item	NOUN
ajst-17702	8	16	for	for	ADP
ajst-17702	8	17	visually	visually	ADV
ajst-17702	8	18	impaired	impair	VERB
ajst-17702	8	19	individuals	individual	NOUN
ajst-17702	8	20	.	.	PUNCT
ajst-17702	9	1	keywords	keyword	NOUN
ajst-17702	9	2	:	:	PUNCT
ajst-17702	9	3	machine	machine	NOUN
ajst-17702	9	4	learning	learning	NOUN
ajst-17702	9	5	,	,	PUNCT
ajst-17702	9	6	object	object	VERB
ajst-17702	9	7	detection	detection	NOUN
ajst-17702	9	8	,	,	PUNCT
ajst-17702	9	9	mobilenet	mobilenet	NOUN
ajst-17702	9	10	ssd	ssd	PROPN
ajst-17702	9	11	,	,	PUNCT
ajst-17702	9	12	tensorflow	tensorflow	NOUN
ajst-17702	9	13	lite	lite	NOUN
ajst-17702	9	14	,	,	PUNCT
ajst-17702	9	15	deep	deep	ADJ
ajst-17702	9	16	learning	learning	NOUN
ajst-17702	9	17	,	,	PUNCT
ajst-17702	9	18	transfer	transfer	NOUN
ajst-17702	9	19	learning	learning	NOUN
ajst-17702	9	20	,	,	PUNCT
ajst-17702	9	21	text	text	NOUN
ajst-17702	9	22	to	to	ADP
ajst-17702	9	23	speech	speech	NOUN
ajst-17702	9	24	.	.	PUNCT
ajst-17702	10	1	1	1	X
ajst-17702	10	2	.	.	X
ajst-17702	10	3	introduction	introduction	NOUN
ajst-17702	10	4	the	the	DET
ajst-17702	10	5	everyday	everyday	ADJ
ajst-17702	10	6	kitchen	kitchen	NOUN
ajst-17702	10	7	becomes	become	VERB
ajst-17702	10	8	a	a	DET
ajst-17702	10	9	challenging	challenging	ADJ
ajst-17702	10	10	place	place	NOUN
ajst-17702	10	11	for	for	ADP
ajst-17702	10	12	visually	visually	ADV
ajst-17702	10	13	impaired	impair	VERB
ajst-17702	10	14	individuals	individual	NOUN
ajst-17702	10	15	due	due	ADJ
ajst-17702	10	16	to	to	ADP
ajst-17702	10	17	the	the	DET
ajst-17702	10	18	complex	complex	ADJ
ajst-17702	10	19	task	task	NOUN
ajst-17702	10	20	of	of	ADP
ajst-17702	10	21	identifying	identify	VERB
ajst-17702	10	22	objects	object	NOUN
ajst-17702	10	23	.	.	PUNCT
ajst-17702	11	1	for	for	ADP
ajst-17702	11	2	those	those	PRON
ajst-17702	11	3	without	without	ADP
ajst-17702	11	4	full	full	ADJ
ajst-17702	11	5	visual	visual	ADJ
ajst-17702	11	6	capabilities	capability	NOUN
ajst-17702	11	7	,	,	PUNCT
ajst-17702	11	8	distinguishing	distinguish	VERB
ajst-17702	11	9	between	between	ADP
ajst-17702	11	10	various	various	ADJ
ajst-17702	11	11	kitchen	kitchen	NOUN
ajst-17702	11	12	items	item	NOUN
ajst-17702	11	13	is	be	AUX
ajst-17702	11	14	not	not	PART
ajst-17702	11	15	just	just	ADV
ajst-17702	11	16	difficult	difficult	ADJ
ajst-17702	11	17	;	;	PUNCT
ajst-17702	11	18	it	it	PRON
ajst-17702	11	19	's	be	AUX
ajst-17702	11	20	a	a	DET
ajst-17702	11	21	barrier	barrier	NOUN
ajst-17702	11	22	to	to	ADP
ajst-17702	11	23	independence	independence	NOUN
ajst-17702	11	24	and	and	CCONJ
ajst-17702	11	25	safety	safety	NOUN
ajst-17702	11	26	.	.	PUNCT
ajst-17702	12	1	current	current	ADJ
ajst-17702	12	2	object	object	NOUN
ajst-17702	12	3	detection	detection	NOUN
ajst-17702	12	4	technologies	technology	NOUN
ajst-17702	12	5	,	,	PUNCT
ajst-17702	12	6	while	while	SCONJ
ajst-17702	12	7	advanced	advanced	ADJ
ajst-17702	12	8	,	,	PUNCT
ajst-17702	12	9	often	often	ADV
ajst-17702	12	10	fail	fail	VERB
ajst-17702	12	11	to	to	PART
ajst-17702	12	12	cater	cater	VERB
ajst-17702	12	13	to	to	ADP
ajst-17702	12	14	the	the	DET
ajst-17702	12	15	specific	specific	ADJ
ajst-17702	12	16	needs	need	NOUN
ajst-17702	12	17	of	of	ADP
ajst-17702	12	18	visually	visually	ADV
ajst-17702	12	19	impaired	impaired	ADJ
ajst-17702	12	20	users	user	NOUN
ajst-17702	12	21	in	in	ADP
ajst-17702	12	22	kitchen	kitchen	NOUN
ajst-17702	12	23	settings	setting	NOUN
ajst-17702	12	24	.	.	PUNCT
ajst-17702	13	1	these	these	DET
ajst-17702	13	2	methods	method	NOUN
ajst-17702	13	3	typically	typically	ADV
ajst-17702	13	4	struggle	struggle	VERB
ajst-17702	13	5	with	with	ADP
ajst-17702	13	6	identifying	identify	VERB
ajst-17702	13	7	kitchens	kitchen	NOUN
ajst-17702	13	8	items	item	NOUN
ajst-17702	13	9	,	,	PUNCT
ajst-17702	13	10	where	where	SCONJ
ajst-17702	13	11	objects	object	NOUN
ajst-17702	13	12	can	can	AUX
ajst-17702	13	13	be	be	AUX
ajst-17702	13	14	obscured	obscure	VERB
ajst-17702	13	15	,	,	PUNCT
ajst-17702	13	16	posing	pose	VERB
ajst-17702	13	17	a	a	DET
ajst-17702	13	18	significant	significant	ADJ
ajst-17702	13	19	challenge	challenge	NOUN
ajst-17702	13	20	to	to	ADP
ajst-17702	13	21	achieving	achieve	VERB
ajst-17702	13	22	the	the	DET
ajst-17702	13	23	level	level	NOUN
ajst-17702	13	24	of	of	ADP
ajst-17702	13	25	accuracy	accuracy	NOUN
ajst-17702	13	26	and	and	CCONJ
ajst-17702	13	27	responsiveness	responsiveness	NOUN
ajst-17702	13	28	needed	need	VERB
ajst-17702	13	29	for	for	ADP
ajst-17702	13	30	real	real	ADJ
ajst-17702	13	31	-	-	PUNCT
ajst-17702	13	32	time	time	NOUN
ajst-17702	13	33	assistance	assistance	NOUN
ajst-17702	13	34	.	.	PUNCT
ajst-17702	14	1	in	in	ADP
ajst-17702	14	2	response	response	NOUN
ajst-17702	14	3	to	to	ADP
ajst-17702	14	4	these	these	DET
ajst-17702	14	5	challenges	challenge	NOUN
ajst-17702	14	6	,	,	PUNCT
ajst-17702	14	7	there	there	PRON
ajst-17702	14	8	has	have	AUX
ajst-17702	14	9	been	be	AUX
ajst-17702	14	10	a	a	DET
ajst-17702	14	11	shift	shift	NOUN
ajst-17702	14	12	towards	towards	ADP
ajst-17702	14	13	leveraging	leverage	VERB
ajst-17702	14	14	mobile	mobile	NOUN
ajst-17702	14	15	-	-	PUNCT
ajst-17702	14	16	based	base	VERB
ajst-17702	14	17	object	object	NOUN
ajst-17702	14	18	detection	detection	NOUN
ajst-17702	14	19	technologies	technology	NOUN
ajst-17702	14	20	that	that	PRON
ajst-17702	14	21	are	be	AUX
ajst-17702	14	22	both	both	ADV
ajst-17702	14	23	efficient	efficient	ADJ
ajst-17702	14	24	and	and	CCONJ
ajst-17702	14	25	capable	capable	ADJ
ajst-17702	14	26	of	of	ADP
ajst-17702	14	27	operating	operate	VERB
ajst-17702	14	28	within	within	ADP
ajst-17702	14	29	the	the	DET
ajst-17702	14	30	constrained	constrain	VERB
ajst-17702	14	31	resources	resource	NOUN
ajst-17702	14	32	of	of	ADP
ajst-17702	14	33	mobile	mobile	ADJ
ajst-17702	14	34	devices	device	NOUN
ajst-17702	14	35	.	.	PUNCT
ajst-17702	15	1	mobilenet	mobilenet	PROPN
ajst-17702	15	2	ssd	ssd	PROPN
ajst-17702	15	3	,	,	PUNCT
ajst-17702	15	4	optimized	optimize	VERB
ajst-17702	15	5	within	within	ADP
ajst-17702	15	6	the	the	DET
ajst-17702	15	7	tensorflow	tensorflow	NOUN
ajst-17702	15	8	lite	lite	NOUN
ajst-17702	15	9	framework	framework	NOUN
ajst-17702	15	10	,	,	PUNCT
ajst-17702	15	11	exemplifies	exemplify	VERB
ajst-17702	15	12	this	this	DET
ajst-17702	15	13	shift	shift	NOUN
ajst-17702	15	14	.	.	PUNCT
ajst-17702	16	1	it	it	PRON
ajst-17702	16	2	provides	provide	VERB
ajst-17702	16	3	a	a	DET
ajst-17702	16	4	solution	solution	NOUN
ajst-17702	16	5	that	that	PRON
ajst-17702	16	6	balances	balance	VERB
ajst-17702	16	7	the	the	DET
ajst-17702	16	8	need	need	NOUN
ajst-17702	16	9	for	for	ADP
ajst-17702	16	10	speed	speed	NOUN
ajst-17702	16	11	and	and	CCONJ
ajst-17702	16	12	accuracy	accuracy	NOUN
ajst-17702	16	13	,	,	PUNCT
ajst-17702	16	14	crucial	crucial	ADJ
ajst-17702	16	15	for	for	ADP
ajst-17702	16	16	real	real	ADJ
ajst-17702	16	17	-	-	PUNCT
ajst-17702	16	18	time	time	NOUN
ajst-17702	16	19	assistive	assistive	ADJ
ajst-17702	16	20	technologies	technology	NOUN
ajst-17702	16	21	.	.	PUNCT
ajst-17702	17	1	tensorflow	tensorflow	NOUN
ajst-17702	17	2	lite	lite	PROPN
ajst-17702	17	3	enables	enable	VERB
ajst-17702	17	4	the	the	DET
ajst-17702	17	5	deployment	deployment	NOUN
ajst-17702	17	6	of	of	ADP
ajst-17702	17	7	these	these	DET
ajst-17702	17	8	complex	complex	ADJ
ajst-17702	17	9	models	model	NOUN
ajst-17702	17	10	directly	directly	ADV
ajst-17702	17	11	on	on	ADP
ajst-17702	17	12	mobile	mobile	ADJ
ajst-17702	17	13	devices	device	NOUN
ajst-17702	17	14	,	,	PUNCT
ajst-17702	17	15	ensuring	ensure	VERB
ajst-17702	17	16	fast	fast	ADV
ajst-17702	17	17	,	,	PUNCT
ajst-17702	17	18	on	on	ADP
ajst-17702	17	19	-	-	PUNCT
ajst-17702	17	20	device	device	NOUN
ajst-17702	17	21	processing	processing	NOUN
ajst-17702	17	22	that	that	PRON
ajst-17702	17	23	respects	respect	VERB
ajst-17702	17	24	user	user	NOUN
ajst-17702	17	25	privacy	privacy	NOUN
ajst-17702	17	26	and	and	CCONJ
ajst-17702	17	27	operates	operate	VERB
ajst-17702	17	28	independently	independently	ADV
ajst-17702	17	29	of	of	ADP
ajst-17702	17	30	network	network	NOUN
ajst-17702	17	31	constraints	constraint	NOUN
ajst-17702	17	32	.	.	PUNCT
ajst-17702	18	1	this	this	DET
ajst-17702	18	2	paper	paper	NOUN
ajst-17702	18	3	introduces	introduce	VERB
ajst-17702	18	4	an	an	DET
ajst-17702	18	5	approach	approach	NOUN
ajst-17702	18	6	that	that	PRON
ajst-17702	18	7	utilizes	utilize	VERB
ajst-17702	18	8	transfer	transfer	NOUN
ajst-17702	18	9	learning	learn	VERB
ajst-17702	18	10	to	to	ADP
ajst-17702	18	11	fine	fine	ADJ
ajst-17702	18	12	-	-	PUNCT
ajst-17702	18	13	tune	tune	NOUN
ajst-17702	18	14	a	a	DET
ajst-17702	18	15	pre	pre	ADJ
ajst-17702	18	16	-	-	ADJ
ajst-17702	18	17	trained	train	VERB
ajst-17702	18	18	mobilenet	mobilenet	NOUN
ajst-17702	18	19	ssd	ssd	NOUN
ajst-17702	18	20	model	model	PROPN
ajst-17702	18	21	,	,	PUNCT
ajst-17702	18	22	making	make	VERB
ajst-17702	18	23	it	it	PRON
ajst-17702	18	24	more	more	ADV
ajst-17702	18	25	adept	adept	ADJ
ajst-17702	18	26	at	at	ADP
ajst-17702	18	27	recognizing	recognize	VERB
ajst-17702	18	28	kitchen	kitchen	NOUN
ajst-17702	18	29	-	-	PUNCT
ajst-17702	18	30	specific	specific	ADJ
ajst-17702	18	31	items	item	NOUN
ajst-17702	18	32	[	[	X
ajst-17702	18	33	2	2	NUM
ajst-17702	18	34	]	]	PUNCT
ajst-17702	18	35	.	.	PUNCT
ajst-17702	19	1	by	by	ADP
ajst-17702	19	2	curating	curate	VERB
ajst-17702	19	3	a	a	DET
ajst-17702	19	4	dataset	dataset	NOUN
ajst-17702	19	5	tailored	tailor	VERB
ajst-17702	19	6	for	for	ADP
ajst-17702	19	7	the	the	DET
ajst-17702	19	8	kitchen	kitchen	NOUN
ajst-17702	19	9	environment	environment	NOUN
ajst-17702	19	10	,	,	PUNCT
ajst-17702	19	11	we	we	PRON
ajst-17702	19	12	enhance	enhance	VERB
ajst-17702	19	13	the	the	DET
ajst-17702	19	14	model	model	NOUN
ajst-17702	19	15	's	's	PART
ajst-17702	19	16	ability	ability	NOUN
ajst-17702	19	17	to	to	PART
ajst-17702	19	18	accurately	accurately	ADV
ajst-17702	19	19	identify	identify	VERB
ajst-17702	19	20	objects	object	NOUN
ajst-17702	19	21	.	.	PUNCT
ajst-17702	20	1	additionally	additionally	ADV
ajst-17702	20	2	,	,	PUNCT
ajst-17702	20	3	the	the	DET
ajst-17702	20	4	integration	integration	NOUN
ajst-17702	20	5	of	of	ADP
ajst-17702	20	6	automatic	automatic	ADJ
ajst-17702	20	7	speech	speech	NOUN
ajst-17702	20	8	recognition	recognition	NOUN
ajst-17702	20	9	(	(	PUNCT
ajst-17702	20	10	asr	asr	PROPN
ajst-17702	20	11	)	)	PUNCT
ajst-17702	21	1	[	[	X
ajst-17702	21	2	3	3	X
ajst-17702	21	3	]	]	PUNCT
ajst-17702	21	4	and	and	CCONJ
ajst-17702	21	5	text	text	NOUN
ajst-17702	21	6	-	-	PUNCT
ajst-17702	21	7	to	to	ADP
ajst-17702	21	8	-	-	PUNCT
ajst-17702	21	9	speech	speech	NOUN
ajst-17702	21	10	(	(	PUNCT
ajst-17702	21	11	tts	tts	PROPN
ajst-17702	21	12	)	)	PUNCT
ajst-17702	21	13	technologies	technology	NOUN
ajst-17702	21	14	provides	provide	VERB
ajst-17702	21	15	an	an	DET
ajst-17702	21	16	interactive	interactive	ADJ
ajst-17702	21	17	layer	layer	NOUN
ajst-17702	21	18	,	,	PUNCT
ajst-17702	21	19	enabling	enable	VERB
ajst-17702	21	20	users	user	NOUN
ajst-17702	21	21	to	to	PART
ajst-17702	21	22	receive	receive	VERB
ajst-17702	21	23	auditory	auditory	ADJ
ajst-17702	21	24	feedback	feedback	NOUN
ajst-17702	21	25	and	and	CCONJ
ajst-17702	21	26	commands	command	NOUN
ajst-17702	21	27	,	,	PUNCT
ajst-17702	21	28	facilitating	facilitate	VERB
ajst-17702	21	29	object	object	NOUN
ajst-17702	21	30	localization	localization	NOUN
ajst-17702	21	31	and	and	CCONJ
ajst-17702	21	32	navigation	navigation	NOUN
ajst-17702	21	33	within	within	ADP
ajst-17702	21	34	the	the	DET
ajst-17702	21	35	kitchen	kitchen	NOUN
ajst-17702	21	36	.	.	PUNCT
ajst-17702	22	1	our	our	PRON
ajst-17702	22	2	research	research	NOUN
ajst-17702	22	3	evaluates	evaluate	VERB
ajst-17702	22	4	the	the	DET
ajst-17702	22	5	system	system	NOUN
ajst-17702	22	6	's	's	PART
ajst-17702	22	7	performance	performance	NOUN
ajst-17702	22	8	,	,	PUNCT
ajst-17702	22	9	focusing	focus	VERB
ajst-17702	22	10	on	on	ADP
ajst-17702	22	11	detection	detection	NOUN
ajst-17702	22	12	accuracy	accuracy	NOUN
ajst-17702	22	13	.	.	PUNCT
ajst-17702	23	1	by	by	ADP
ajst-17702	23	2	addressing	address	VERB
ajst-17702	23	3	these	these	DET
ajst-17702	23	4	specific	specific	ADJ
ajst-17702	23	5	needs	need	NOUN
ajst-17702	23	6	,	,	PUNCT
ajst-17702	23	7	our	our	PRON
ajst-17702	23	8	study	study	NOUN
ajst-17702	23	9	contributes	contribute	VERB
ajst-17702	23	10	significant	significant	ADJ
ajst-17702	23	11	advancements	advancement	NOUN
ajst-17702	23	12	to	to	ADP
ajst-17702	23	13	the	the	DET
ajst-17702	23	14	field	field	NOUN
ajst-17702	23	15	of	of	ADP
ajst-17702	23	16	assistive	assistive	ADJ
ajst-17702	23	17	technology	technology	NOUN
ajst-17702	23	18	,	,	PUNCT
ajst-17702	23	19	emphasizing	emphasize	VERB
ajst-17702	23	20	the	the	DET
ajst-17702	23	21	importance	importance	NOUN
ajst-17702	23	22	of	of	ADP
ajst-17702	23	23	developing	develop	VERB
ajst-17702	23	24	accessible	accessible	ADJ
ajst-17702	23	25	,	,	PUNCT
ajst-17702	23	26	inclusive	inclusive	ADJ
ajst-17702	23	27	tools	tool	NOUN
ajst-17702	23	28	that	that	PRON
ajst-17702	23	29	empower	empower	VERB
ajst-17702	23	30	visually	visually	ADV
ajst-17702	23	31	impaired	impair	VERB
ajst-17702	23	32	users	user	NOUN
ajst-17702	23	33	to	to	PART
ajst-17702	23	34	navigate	navigate	VERB
ajst-17702	23	35	their	their	PRON
ajst-17702	23	36	kitchens	kitchen	NOUN
ajst-17702	23	37	—	—	PUNCT
ajst-17702	23	38	and	and	CCONJ
ajst-17702	23	39	by	by	ADP
ajst-17702	23	40	extension	extension	NOUN
ajst-17702	23	41	,	,	PUNCT
ajst-17702	23	42	their	their	PRON
ajst-17702	23	43	lives	life	NOUN
ajst-17702	23	44	—	—	PUNCT
ajst-17702	23	45	with	with	ADP
ajst-17702	23	46	greater	great	ADJ
ajst-17702	23	47	independence	independence	NOUN
ajst-17702	23	48	and	and	CCONJ
ajst-17702	23	49	safety	safety	NOUN
ajst-17702	23	50	.	.	PUNCT
ajst-17702	24	1	2	2	X
ajst-17702	24	2	.	.	X
ajst-17702	24	3	background	background	NOUN
ajst-17702	24	4	technologies	technology	NOUN
ajst-17702	24	5	2.1	2.1	NUM
ajst-17702	24	6	.	.	PUNCT
ajst-17702	25	1	machine	machine	NOUN
ajst-17702	25	2	learning	learning	NOUN
ajst-17702	25	3	in	in	ADP
ajst-17702	25	4	mobile	mobile	NOUN
ajst-17702	25	5	systems	system	NOUN
ajst-17702	25	6	machine	machine	NOUN
ajst-17702	25	7	learning	learning	NOUN
ajst-17702	25	8	(	(	PUNCT
ajst-17702	25	9	ml	ml	NOUN
ajst-17702	25	10	)	)	PUNCT
ajst-17702	25	11	has	have	AUX
ajst-17702	25	12	evolved	evolve	VERB
ajst-17702	25	13	to	to	PART
ajst-17702	25	14	become	become	VERB
ajst-17702	25	15	a	a	DET
ajst-17702	25	16	cornerstone	cornerstone	NOUN
ajst-17702	25	17	of	of	ADP
ajst-17702	25	18	mobile	mobile	ADJ
ajst-17702	25	19	applications	application	NOUN
ajst-17702	25	20	,	,	PUNCT
ajst-17702	25	21	enabling	enable	VERB
ajst-17702	25	22	devices	device	NOUN
ajst-17702	25	23	to	to	PART
ajst-17702	25	24	learn	learn	VERB
ajst-17702	25	25	from	from	ADP
ajst-17702	25	26	data	datum	NOUN
ajst-17702	25	27	and	and	CCONJ
ajst-17702	25	28	make	make	VERB
ajst-17702	25	29	intelligent	intelligent	ADJ
ajst-17702	25	30	decisions	decision	NOUN
ajst-17702	25	31	without	without	ADP
ajst-17702	25	32	explicit	explicit	ADJ
ajst-17702	25	33	programming	programming	NOUN
ajst-17702	25	34	[	[	X
ajst-17702	25	35	4	4	NUM
ajst-17702	25	36	,	,	PUNCT
ajst-17702	25	37	5	5	NUM
ajst-17702	25	38	]	]	PUNCT
ajst-17702	25	39	.	.	PUNCT
ajst-17702	26	1	in	in	ADP
ajst-17702	26	2	the	the	DET
ajst-17702	26	3	context	context	NOUN
ajst-17702	26	4	of	of	ADP
ajst-17702	26	5	mobile	mobile	ADJ
ajst-17702	26	6	device	device	NOUN
ajst-17702	26	7	implementation	implementation	NOUN
ajst-17702	26	8	,	,	PUNCT
ajst-17702	26	9	ml	ml	ADP
ajst-17702	26	10	techniques	technique	NOUN
ajst-17702	26	11	are	be	AUX
ajst-17702	26	12	optimized	optimize	VERB
ajst-17702	26	13	for	for	ADP
ajst-17702	26	14	efficiency	efficiency	NOUN
ajst-17702	26	15	and	and	CCONJ
ajst-17702	26	16	performance	performance	NOUN
ajst-17702	26	17	,	,	PUNCT
ajst-17702	26	18	catering	cater	VERB
ajst-17702	26	19	to	to	ADP
ajst-17702	26	20	the	the	DET
ajst-17702	26	21	limited	limited	ADJ
ajst-17702	26	22	computational	computational	ADJ
ajst-17702	26	23	resources	resource	NOUN
ajst-17702	26	24	available	available	ADJ
ajst-17702	26	25	[	[	X
ajst-17702	26	26	6	6	NUM
ajst-17702	26	27	]	]	PUNCT
ajst-17702	26	28	.	.	PUNCT
ajst-17702	27	1	this	this	PRON
ajst-17702	27	2	is	be	AUX
ajst-17702	27	3	particularly	particularly	ADV
ajst-17702	27	4	evident	evident	ADJ
ajst-17702	27	5	in	in	ADP
ajst-17702	27	6	applications	application	NOUN
ajst-17702	27	7	such	such	ADJ
ajst-17702	27	8	as	as	ADP
ajst-17702	27	9	real	real	ADJ
ajst-17702	27	10	-	-	PUNCT
ajst-17702	27	11	time	time	NOUN
ajst-17702	27	12	object	object	NOUN
ajst-17702	27	13	detection	detection	NOUN
ajst-17702	27	14	,	,	PUNCT
ajst-17702	27	15	where	where	SCONJ
ajst-17702	27	16	ml	ml	NOUN
ajst-17702	27	17	models	model	NOUN
ajst-17702	27	18	[	[	X
ajst-17702	27	19	7	7	NUM
ajst-17702	27	20	]	]	PUNCT
ajst-17702	27	21	,	,	PUNCT
ajst-17702	27	22	trained	train	VERB
ajst-17702	27	23	either	either	CCONJ
ajst-17702	27	24	in	in	ADP
ajst-17702	27	25	a	a	DET
ajst-17702	27	26	supervised	supervised	ADJ
ajst-17702	27	27	,	,	PUNCT
ajst-17702	27	28	unsupervised	unsupervised	ADJ
ajst-17702	27	29	,	,	PUNCT
ajst-17702	27	30	or	or	CCONJ
ajst-17702	27	31	reinforcement	reinforcement	NOUN
ajst-17702	27	32	learning	learning	NOUN
ajst-17702	27	33	setting	setting	NOUN
ajst-17702	27	34	,	,	PUNCT
ajst-17702	27	35	are	be	AUX
ajst-17702	27	36	deployed	deploy	VERB
ajst-17702	27	37	to	to	PART
ajst-17702	27	38	perform	perform	VERB
ajst-17702	27	39	tasks	task	NOUN
ajst-17702	27	40	directly	directly	ADV
ajst-17702	27	41	on	on	ADP
ajst-17702	27	42	the	the	DET
ajst-17702	27	43	device	device	NOUN
ajst-17702	27	44	.	.	PUNCT
ajst-17702	28	1	the	the	DET
ajst-17702	28	2	integration	integration	NOUN
ajst-17702	28	3	of	of	ADP
ajst-17702	28	4	ml	ml	NOUN
ajst-17702	28	5	in	in	ADP
ajst-17702	28	6	mobile	mobile	ADJ
ajst-17702	28	7	systems	system	NOUN
ajst-17702	28	8	empowers	empower	VERB
ajst-17702	28	9	devices	device	NOUN
ajst-17702	28	10	with	with	ADP
ajst-17702	28	11	capabilities	capability	NOUN
ajst-17702	28	12	like	like	ADP
ajst-17702	28	13	predictive	predictive	ADJ
ajst-17702	28	14	text	text	NOUN
ajst-17702	28	15	input	input	NOUN
ajst-17702	28	16	,	,	PUNCT
ajst-17702	28	17	voice	voice	NOUN
ajst-17702	28	18	recognition	recognition	NOUN
ajst-17702	28	19	,	,	PUNCT
ajst-17702	28	20	and	and	CCONJ
ajst-17702	28	21	context	context	NOUN
ajst-17702	28	22	-	-	PUNCT
ajst-17702	28	23	aware	aware	ADJ
ajst-17702	28	24	recommendations	recommendation	NOUN
ajst-17702	28	25	,	,	PUNCT
ajst-17702	28	26	making	make	VERB
ajst-17702	28	27	them	they	PRON
ajst-17702	28	28	smarter	smart	ADJ
ajst-17702	28	29	and	and	CCONJ
ajst-17702	28	30	more	more	ADV
ajst-17702	28	31	interactive	interactive	ADJ
ajst-17702	28	32	.	.	PUNCT
ajst-17702	29	1	the	the	DET
ajst-17702	29	2	adaptability	adaptability	NOUN
ajst-17702	29	3	of	of	ADP
ajst-17702	29	4	ml	ml	NOUN
ajst-17702	29	5	models	model	NOUN
ajst-17702	29	6	,	,	PUNCT
ajst-17702	29	7	combined	combine	VERB
ajst-17702	29	8	with	with	ADP
ajst-17702	29	9	their	their	PRON
ajst-17702	29	10	ability	ability	NOUN
ajst-17702	29	11	to	to	PART
ajst-17702	29	12	learn	learn	VERB
ajst-17702	29	13	from	from	ADP
ajst-17702	29	14	data	datum	NOUN
ajst-17702	29	15	[	[	X
ajst-17702	29	16	8	8	NUM
ajst-17702	29	17	]	]	PUNCT
ajst-17702	29	18	,	,	PUNCT
ajst-17702	29	19	makes	make	VERB
ajst-17702	29	20	them	they	PRON
ajst-17702	29	21	ideal	ideal	ADJ
ajst-17702	29	22	for	for	ADP
ajst-17702	29	23	applications	application	NOUN
ajst-17702	29	24	requiring	require	VERB
ajst-17702	29	25	real	real	ADJ
ajst-17702	29	26	-	-	PUNCT
ajst-17702	29	27	time	time	NOUN
ajst-17702	29	28	processing	processing	NOUN
ajst-17702	29	29	and	and	CCONJ
ajst-17702	29	30	decision	decision	NOUN
ajst-17702	29	31	-	-	PUNCT
ajst-17702	29	32	making	making	NOUN
ajst-17702	29	33	,	,	PUNCT
ajst-17702	29	34	further	far	ADV
ajst-17702	29	35	enhancing	enhance	VERB
ajst-17702	29	36	user	user	NOUN
ajst-17702	29	37	experience	experience	NOUN
ajst-17702	29	38	and	and	CCONJ
ajst-17702	29	39	device	device	NOUN
ajst-17702	29	40	functionality	functionality	NOUN
ajst-17702	29	41	.	.	PUNCT
ajst-17702	30	1	2.2	2.2	NUM
ajst-17702	30	2	.	.	PUNCT
ajst-17702	31	1	deep	deep	ADJ
ajst-17702	31	2	learning	learning	NOUN
ajst-17702	31	3	for	for	ADP
ajst-17702	31	4	on	on	ADP
ajst-17702	31	5	-	-	PUNCT
ajst-17702	31	6	device	device	NOUN
ajst-17702	31	7	intelligence	intelligence	NOUN
ajst-17702	31	8	deep	deep	ADJ
ajst-17702	31	9	learning	learning	NOUN
ajst-17702	31	10	(	(	PUNCT
ajst-17702	31	11	dl	dl	PROPN
ajst-17702	31	12	)	)	PUNCT
ajst-17702	31	13	,	,	PUNCT
ajst-17702	31	14	a	a	DET
ajst-17702	31	15	specialized	specialized	ADJ
ajst-17702	31	16	subset	subset	NOUN
ajst-17702	31	17	of	of	ADP
ajst-17702	31	18	ml	ml	PROPN
ajst-17702	31	19	,	,	PUNCT
ajst-17702	31	20	has	have	AUX
ajst-17702	31	21	been	be	AUX
ajst-17702	31	22	instrumental	instrumental	ADJ
ajst-17702	31	23	in	in	ADP
ajst-17702	31	24	pushing	push	VERB
ajst-17702	31	25	the	the	DET
ajst-17702	31	26	boundaries	boundary	NOUN
ajst-17702	31	27	of	of	ADP
ajst-17702	31	28	what	what	PRON
ajst-17702	31	29	's	be	AUX
ajst-17702	31	30	possible	possible	ADJ
ajst-17702	31	31	with	with	ADP
ajst-17702	31	32	mobile	mobile	ADJ
ajst-17702	31	33	computing	computing	NOUN
ajst-17702	32	1	[	[	X
ajst-17702	32	2	9	9	NUM
ajst-17702	32	3	]	]	PUNCT
ajst-17702	32	4	.	.	PUNCT
ajst-17702	33	1	through	through	ADP
ajst-17702	33	2	the	the	DET
ajst-17702	33	3	use	use	NOUN
ajst-17702	33	4	of	of	ADP
ajst-17702	33	5	multi	multi	ADJ
ajst-17702	33	6	-	-	ADJ
ajst-17702	33	7	layered	layered	ADJ
ajst-17702	33	8	181	181	NUM
ajst-17702	33	9	neural	neural	ADJ
ajst-17702	33	10	networks	network	NOUN
ajst-17702	33	11	[	[	X
ajst-17702	33	12	10	10	NUM
ajst-17702	33	13	]	]	PUNCT
ajst-17702	33	14	,	,	PUNCT
ajst-17702	33	15	dl	dl	PROPN
ajst-17702	33	16	models	model	NOUN
ajst-17702	33	17	excel	excel	VERB
ajst-17702	33	18	at	at	ADP
ajst-17702	33	19	processing	processing	NOUN
ajst-17702	33	20	and	and	CCONJ
ajst-17702	33	21	interpreting	interpreting	NOUN
ajst-17702	33	22	complex	complex	ADJ
ajst-17702	33	23	,	,	PUNCT
ajst-17702	33	24	unstructured	unstructured	ADJ
ajst-17702	33	25	data	datum	NOUN
ajst-17702	33	26	directly	directly	ADV
ajst-17702	33	27	on	on	ADP
ajst-17702	33	28	devices	device	NOUN
ajst-17702	33	29	[	[	X
ajst-17702	33	30	11	11	NUM
ajst-17702	33	31	]	]	PUNCT
ajst-17702	33	32	.	.	PUNCT
ajst-17702	34	1	this	this	DET
ajst-17702	34	2	ability	ability	NOUN
ajst-17702	34	3	is	be	AUX
ajst-17702	34	4	critical	critical	ADJ
ajst-17702	34	5	for	for	ADP
ajst-17702	34	6	implementing	implement	VERB
ajst-17702	34	7	advanced	advanced	ADJ
ajst-17702	34	8	object	object	NOUN
ajst-17702	34	9	detection	detection	NOUN
ajst-17702	34	10	systems	system	NOUN
ajst-17702	34	11	like	like	ADP
ajst-17702	34	12	mobilenet	mobilenet	NOUN
ajst-17702	34	13	ssd	ssd	NOUN
ajst-17702	34	14	within	within	ADP
ajst-17702	34	15	mobile	mobile	ADJ
ajst-17702	34	16	platforms	platform	NOUN
ajst-17702	34	17	[	[	X
ajst-17702	34	18	12	12	NUM
ajst-17702	34	19	]	]	PUNCT
ajst-17702	34	20	.	.	PUNCT
ajst-17702	35	1	dl	dl	PROPN
ajst-17702	35	2	's	's	PART
ajst-17702	35	3	capability	capability	NOUN
ajst-17702	35	4	for	for	ADP
ajst-17702	35	5	automatic	automatic	ADJ
ajst-17702	35	6	feature	feature	NOUN
ajst-17702	35	7	extraction	extraction	NOUN
ajst-17702	35	8	means	mean	VERB
ajst-17702	35	9	that	that	SCONJ
ajst-17702	35	10	models	model	NOUN
ajst-17702	35	11	can	can	AUX
ajst-17702	35	12	learn	learn	VERB
ajst-17702	35	13	to	to	PART
ajst-17702	35	14	identify	identify	VERB
ajst-17702	35	15	relevant	relevant	ADJ
ajst-17702	35	16	patterns	pattern	NOUN
ajst-17702	35	17	and	and	CCONJ
ajst-17702	35	18	information	information	NOUN
ajst-17702	35	19	from	from	ADP
ajst-17702	35	20	raw	raw	ADJ
ajst-17702	35	21	data	datum	NOUN
ajst-17702	35	22	without	without	ADP
ajst-17702	35	23	manual	manual	ADJ
ajst-17702	35	24	intervention	intervention	NOUN
ajst-17702	35	25	[	[	X
ajst-17702	35	26	13	13	NUM
ajst-17702	35	27	]	]	PUNCT
ajst-17702	35	28	,	,	PUNCT
ajst-17702	35	29	optimizing	optimize	VERB
ajst-17702	35	30	both	both	CCONJ
ajst-17702	35	31	the	the	DET
ajst-17702	35	32	accuracy	accuracy	NOUN
ajst-17702	35	33	and	and	CCONJ
ajst-17702	35	34	efficiency	efficiency	NOUN
ajst-17702	35	35	of	of	ADP
ajst-17702	35	36	on	on	ADP
ajst-17702	35	37	-	-	PUNCT
ajst-17702	35	38	device	device	NOUN
ajst-17702	35	39	inference	inference	NOUN
ajst-17702	35	40	.	.	PUNCT
ajst-17702	36	1	the	the	DET
ajst-17702	36	2	advent	advent	NOUN
ajst-17702	36	3	of	of	ADP
ajst-17702	36	4	tensorflow	tensorflow	NOUN
ajst-17702	36	5	lite	lite	NOUN
ajst-17702	36	6	has	have	AUX
ajst-17702	36	7	further	far	ADV
ajst-17702	36	8	facilitated	facilitate	VERB
ajst-17702	36	9	the	the	DET
ajst-17702	36	10	deployment	deployment	NOUN
ajst-17702	36	11	of	of	ADP
ajst-17702	36	12	dl	dl	PROPN
ajst-17702	36	13	models	model	NOUN
ajst-17702	36	14	on	on	ADP
ajst-17702	36	15	mobile	mobile	ADJ
ajst-17702	36	16	devices	device	NOUN
ajst-17702	36	17	,	,	PUNCT
ajst-17702	36	18	ensuring	ensure	VERB
ajst-17702	36	19	they	they	PRON
ajst-17702	36	20	run	run	VERB
ajst-17702	36	21	smoothly	smoothly	ADV
ajst-17702	36	22	without	without	ADP
ajst-17702	36	23	compromising	compromise	VERB
ajst-17702	36	24	system	system	NOUN
ajst-17702	36	25	resources	resource	NOUN
ajst-17702	36	26	.	.	PUNCT
ajst-17702	37	1	this	this	PRON
ajst-17702	37	2	makes	make	VERB
ajst-17702	37	3	dl	dl	PROPN
ajst-17702	37	4	an	an	DET
ajst-17702	37	5	indispensable	indispensable	ADJ
ajst-17702	37	6	tool	tool	NOUN
ajst-17702	37	7	for	for	ADP
ajst-17702	37	8	developers	developer	NOUN
ajst-17702	37	9	seeking	seek	VERB
ajst-17702	37	10	to	to	PART
ajst-17702	37	11	incorporate	incorporate	VERB
ajst-17702	37	12	sophisticated	sophisticated	ADJ
ajst-17702	37	13	ai	ai	VERB
ajst-17702	37	14	functionalities	functionality	NOUN
ajst-17702	37	15	into	into	ADP
ajst-17702	37	16	mobile	mobile	ADJ
ajst-17702	37	17	devices	device	NOUN
ajst-17702	37	18	,	,	PUNCT
ajst-17702	37	19	delivering	deliver	VERB
ajst-17702	37	20	highperformance	highperformance	NOUN
ajst-17702	37	21	applications	application	NOUN
ajst-17702	37	22	that	that	PRON
ajst-17702	37	23	respond	respond	VERB
ajst-17702	37	24	and	and	CCONJ
ajst-17702	37	25	adapt	adapt	VERB
ajst-17702	37	26	to	to	ADP
ajst-17702	37	27	their	their	PRON
ajst-17702	37	28	environment	environment	NOUN
ajst-17702	37	29	in	in	ADP
ajst-17702	37	30	real	real	ADJ
ajst-17702	37	31	time	time	NOUN
ajst-17702	37	32	.	.	PUNCT
ajst-17702	38	1	2.3	2.3	NUM
ajst-17702	38	2	.	.	PUNCT
ajst-17702	39	1	transfer	transfer	NOUN
ajst-17702	39	2	learning	learn	VERB
ajst-17702	39	3	transfer	transfer	NOUN
ajst-17702	39	4	learning	learning	NOUN
ajst-17702	39	5	offers	offer	VERB
ajst-17702	39	6	a	a	DET
ajst-17702	39	7	transformative	transformative	ADJ
ajst-17702	39	8	approach	approach	NOUN
ajst-17702	39	9	to	to	PART
ajst-17702	39	10	object	object	VERB
ajst-17702	39	11	detection	detection	NOUN
ajst-17702	39	12	on	on	ADP
ajst-17702	39	13	customized	customized	ADJ
ajst-17702	39	14	image	image	NOUN
ajst-17702	39	15	datasets	dataset	NOUN
ajst-17702	39	16	by	by	ADP
ajst-17702	39	17	leveraging	leverage	VERB
ajst-17702	39	18	the	the	DET
ajst-17702	39	19	capabilities	capability	NOUN
ajst-17702	39	20	of	of	ADP
ajst-17702	39	21	pre	pre	ADJ
ajst-17702	39	22	-	-	ADJ
ajst-17702	39	23	trained	train	VERB
ajst-17702	39	24	models	model	NOUN
ajst-17702	39	25	to	to	PART
ajst-17702	39	26	enhance	enhance	VERB
ajst-17702	39	27	accuracy	accuracy	NOUN
ajst-17702	39	28	for	for	ADP
ajst-17702	39	29	new	new	ADJ
ajst-17702	39	30	,	,	PUNCT
ajst-17702	39	31	task	task	NOUN
ajst-17702	39	32	-	-	PUNCT
ajst-17702	39	33	specific	specific	ADJ
ajst-17702	39	34	challenges	challenge	NOUN
ajst-17702	39	35	[	[	X
ajst-17702	39	36	14	14	NUM
ajst-17702	39	37	]	]	PUNCT
ajst-17702	39	38	.	.	PUNCT
ajst-17702	40	1	by	by	ADP
ajst-17702	40	2	fine	fine	ADJ
ajst-17702	40	3	-	-	PUNCT
ajst-17702	40	4	tuning	tune	VERB
ajst-17702	40	5	models	model	NOUN
ajst-17702	40	6	[	[	X
ajst-17702	40	7	15	15	NUM
ajst-17702	40	8	]	]	PUNCT
ajst-17702	40	9	that	that	PRON
ajst-17702	40	10	have	have	AUX
ajst-17702	40	11	been	be	AUX
ajst-17702	40	12	pre	pre	VERB
ajst-17702	40	13	-	-	VERB
ajst-17702	40	14	trained	train	VERB
ajst-17702	40	15	on	on	ADP
ajst-17702	40	16	large	large	ADJ
ajst-17702	40	17	,	,	PUNCT
ajst-17702	40	18	comprehensive	comprehensive	ADJ
ajst-17702	40	19	datasets	dataset	NOUN
ajst-17702	40	20	like	like	ADP
ajst-17702	40	21	imagenet	imagenet	NOUN
ajst-17702	40	22	,	,	PUNCT
ajst-17702	40	23	researchers	researcher	NOUN
ajst-17702	40	24	can	can	AUX
ajst-17702	40	25	jumpstart	jumpstart	VERB
ajst-17702	40	26	the	the	DET
ajst-17702	40	27	object	object	NOUN
ajst-17702	40	28	detection	detection	NOUN
ajst-17702	40	29	process	process	NOUN
ajst-17702	40	30	on	on	ADP
ajst-17702	40	31	their	their	PRON
ajst-17702	40	32	specialized	specialized	ADJ
ajst-17702	40	33	datasets	dataset	NOUN
ajst-17702	40	34	.	.	PUNCT
ajst-17702	41	1	this	this	DET
ajst-17702	41	2	fine	fine	ADV
ajst-17702	41	3	-	-	PUNCT
ajst-17702	41	4	tuning	tuning	NOUN
ajst-17702	41	5	,	,	PUNCT
ajst-17702	41	6	which	which	PRON
ajst-17702	41	7	involves	involve	VERB
ajst-17702	41	8	modifying	modify	VERB
ajst-17702	41	9	the	the	DET
ajst-17702	41	10	number	number	NOUN
ajst-17702	41	11	of	of	ADP
ajst-17702	41	12	classes	class	NOUN
ajst-17702	41	13	and	and	CCONJ
ajst-17702	41	14	their	their	PRON
ajst-17702	41	15	labels	label	NOUN
ajst-17702	41	16	in	in	ADP
ajst-17702	41	17	the	the	DET
ajst-17702	41	18	pre	pre	ADJ
ajst-17702	41	19	-	-	ADJ
ajst-17702	41	20	trained	train	VERB
ajst-17702	41	21	model	model	NOUN
ajst-17702	41	22	to	to	PART
ajst-17702	41	23	match	match	VERB
ajst-17702	41	24	the	the	DET
ajst-17702	41	25	customized	customize	VERB
ajst-17702	41	26	dataset	dataset	NOUN
ajst-17702	41	27	,	,	PUNCT
ajst-17702	41	28	ensures	ensure	VERB
ajst-17702	41	29	that	that	SCONJ
ajst-17702	41	30	the	the	DET
ajst-17702	41	31	learned	learn	VERB
ajst-17702	41	32	features	feature	NOUN
ajst-17702	41	33	are	be	AUX
ajst-17702	41	34	more	more	ADV
ajst-17702	41	35	relevant	relevant	ADJ
ajst-17702	41	36	to	to	ADP
ajst-17702	41	37	the	the	DET
ajst-17702	41	38	specific	specific	ADJ
ajst-17702	41	39	detection	detection	NOUN
ajst-17702	41	40	tasks	task	NOUN
ajst-17702	41	41	at	at	ADP
ajst-17702	41	42	hand	hand	NOUN
ajst-17702	41	43	.	.	PUNCT
ajst-17702	42	1	3	3	X
ajst-17702	42	2	.	.	NUM
ajst-17702	42	3	proposed	propose	VERB
ajst-17702	42	4	system	system	NOUN
ajst-17702	42	5	3.1	3.1	NUM
ajst-17702	42	6	.	.	PUNCT
ajst-17702	42	7	overall	overall	ADJ
ajst-17702	42	8	architecture	architecture	NOUN
ajst-17702	42	9	the	the	DET
ajst-17702	42	10	process	process	NOUN
ajst-17702	42	11	begins	begin	VERB
ajst-17702	42	12	when	when	SCONJ
ajst-17702	42	13	a	a	DET
ajst-17702	42	14	user	user	NOUN
ajst-17702	42	15	clicks	click	VERB
ajst-17702	42	16	the	the	DET
ajst-17702	42	17	record	record	NOUN
ajst-17702	42	18	button	button	NOUN
ajst-17702	42	19	,	,	PUNCT
ajst-17702	42	20	which	which	PRON
ajst-17702	42	21	activates	activate	VERB
ajst-17702	42	22	the	the	DET
ajst-17702	42	23	voice	voice	NOUN
ajst-17702	42	24	input	input	NOUN
ajst-17702	42	25	.	.	PUNCT
ajst-17702	43	1	as	as	SCONJ
ajst-17702	43	2	asr	asr	PROPN
ajst-17702	43	3	requires	require	VERB
ajst-17702	43	4	decode	decode	ADJ
ajst-17702	43	5	speech	speech	NOUN
ajst-17702	43	6	with	with	ADP
ajst-17702	43	7	high	high	ADJ
ajst-17702	43	8	speed	speed	NOUN
ajst-17702	43	9	,	,	PUNCT
ajst-17702	43	10	we	we	PRON
ajst-17702	43	11	sent	send	VERB
ajst-17702	43	12	captured	capture	VERB
ajst-17702	43	13	user	user	NOUN
ajst-17702	43	14	's	's	PART
ajst-17702	43	15	spoken	speak	VERB
ajst-17702	43	16	words	word	NOUN
ajst-17702	43	17	to	to	ADP
ajst-17702	43	18	google	google	PROPN
ajst-17702	43	19	's	's	PART
ajst-17702	43	20	speech	speech	NOUN
ajst-17702	43	21	to	to	ADP
ajst-17702	43	22	text	text	NOUN
ajst-17702	43	23	service	service	NOUN
ajst-17702	43	24	.	.	PUNCT
ajst-17702	44	1	this	this	DET
ajst-17702	44	2	service	service	NOUN
ajst-17702	44	3	translates	translate	VERB
ajst-17702	44	4	the	the	DET
ajst-17702	44	5	spoken	spoken	ADJ
ajst-17702	44	6	words	word	NOUN
ajst-17702	44	7	into	into	ADP
ajst-17702	44	8	text	text	NOUN
ajst-17702	44	9	by	by	ADP
ajst-17702	44	10	recognizing	recognize	VERB
ajst-17702	44	11	and	and	CCONJ
ajst-17702	44	12	processing	process	VERB
ajst-17702	44	13	the	the	DET
ajst-17702	44	14	user	user	NOUN
ajst-17702	44	15	's	's	PART
ajst-17702	44	16	speech	speech	NOUN
ajst-17702	44	17	.	.	PUNCT
ajst-17702	45	1	figure	figure	NOUN
ajst-17702	45	2	1	1	NUM
ajst-17702	45	3	.	.	PUNCT
ajst-17702	45	4	voice	voice	NOUN
ajst-17702	45	5	-	-	PUNCT
ajst-17702	45	6	controlled	control	VERB
ajst-17702	45	7	object	object	NOUN
ajst-17702	45	8	detection	detection	NOUN
ajst-17702	45	9	system	system	NOUN
ajst-17702	45	10	screenshot	screenshot	NOUN
ajst-17702	45	11	once	once	SCONJ
ajst-17702	45	12	the	the	DET
ajst-17702	45	13	spoken	spoken	ADJ
ajst-17702	45	14	words	word	NOUN
ajst-17702	45	15	are	be	AUX
ajst-17702	45	16	converted	convert	VERB
ajst-17702	45	17	into	into	ADP
ajst-17702	45	18	text	text	NOUN
ajst-17702	46	1	[	[	X
ajst-17702	46	2	16	16	NUM
ajst-17702	46	3	]	]	PUNCT
ajst-17702	46	4	,	,	PUNCT
ajst-17702	46	5	this	this	DET
ajst-17702	46	6	text	text	NOUN
ajst-17702	46	7	is	be	AUX
ajst-17702	46	8	sent	send	VERB
ajst-17702	46	9	to	to	ADP
ajst-17702	46	10	a	a	DET
ajst-17702	46	11	server	server	NOUN
ajst-17702	46	12	where	where	SCONJ
ajst-17702	46	13	it	it	PRON
ajst-17702	46	14	undergoes	undergo	VERB
ajst-17702	46	15	natural	natural	ADJ
ajst-17702	46	16	language	language	NOUN
ajst-17702	46	17	processing	processing	NOUN
ajst-17702	46	18	(	(	PUNCT
ajst-17702	46	19	nlp	nlp	NOUN
ajst-17702	46	20	)	)	PUNCT
ajst-17702	46	21	.	.	PUNCT
ajst-17702	47	1	the	the	DET
ajst-17702	47	2	server	server	NOUN
ajst-17702	47	3	evaluates	evaluate	VERB
ajst-17702	47	4	the	the	DET
ajst-17702	47	5	user	user	NOUN
ajst-17702	47	6	's	's	PART
ajst-17702	47	7	intention	intention	NOUN
ajst-17702	47	8	behind	behind	ADP
ajst-17702	47	9	the	the	DET
ajst-17702	47	10	spoken	spoken	ADJ
ajst-17702	47	11	words	word	NOUN
ajst-17702	47	12	[	[	X
ajst-17702	47	13	17	17	NUM
ajst-17702	47	14	]	]	PUNCT
ajst-17702	47	15	.	.	PUNCT
ajst-17702	48	1	this	this	DET
ajst-17702	48	2	step	step	NOUN
ajst-17702	48	3	is	be	AUX
ajst-17702	48	4	crucial	crucial	ADJ
ajst-17702	48	5	for	for	ADP
ajst-17702	48	6	understanding	understand	VERB
ajst-17702	48	7	what	what	PRON
ajst-17702	48	8	the	the	DET
ajst-17702	48	9	user	user	NOUN
ajst-17702	48	10	wants	want	VERB
ajst-17702	48	11	to	to	PART
ajst-17702	48	12	do	do	VERB
ajst-17702	48	13	[	[	X
ajst-17702	48	14	18	18	NUM
ajst-17702	48	15	]	]	PUNCT
ajst-17702	48	16	for	for	ADP
ajst-17702	48	17	instance	instance	NOUN
ajst-17702	48	18	,	,	PUNCT
ajst-17702	48	19	whether	whether	SCONJ
ajst-17702	48	20	they	they	PRON
ajst-17702	48	21	are	be	AUX
ajst-17702	48	22	asking	ask	VERB
ajst-17702	48	23	for	for	ADP
ajst-17702	48	24	information	information	NOUN
ajst-17702	48	25	,	,	PUNCT
ajst-17702	48	26	giving	give	VERB
ajst-17702	48	27	a	a	DET
ajst-17702	48	28	command	command	NOUN
ajst-17702	48	29	,	,	PUNCT
ajst-17702	48	30	or	or	CCONJ
ajst-17702	48	31	requesting	request	VERB
ajst-17702	48	32	assistance	assistance	NOUN
ajst-17702	48	33	in	in	ADP
ajst-17702	48	34	finding	find	VERB
ajst-17702	48	35	an	an	DET
ajst-17702	48	36	object	object	NOUN
ajst-17702	48	37	[	[	X
ajst-17702	48	38	19	19	NUM
ajst-17702	48	39	,	,	PUNCT
ajst-17702	48	40	20	20	NUM
ajst-17702	48	41	]	]	PUNCT
ajst-17702	48	42	.	.	PUNCT
ajst-17702	49	1	if	if	SCONJ
ajst-17702	49	2	the	the	DET
ajst-17702	49	3	user	user	NOUN
ajst-17702	49	4	's	's	PART
ajst-17702	49	5	intention	intention	NOUN
ajst-17702	49	6	is	be	AUX
ajst-17702	49	7	identified	identify	VERB
ajst-17702	49	8	as	as	ADP
ajst-17702	49	9	something	something	PRON
ajst-17702	49	10	not	not	PART
ajst-17702	49	11	related	relate	VERB
ajst-17702	49	12	to	to	PART
ajst-17702	49	13	object	object	VERB
ajst-17702	49	14	detection	detection	NOUN
ajst-17702	49	15	(	(	PUNCT
ajst-17702	49	16	for	for	ADP
ajst-17702	49	17	example	example	NOUN
ajst-17702	49	18	,	,	PUNCT
ajst-17702	49	19	asking	ask	VERB
ajst-17702	49	20	a	a	DET
ajst-17702	49	21	general	general	ADJ
ajst-17702	49	22	question	question	NOUN
ajst-17702	49	23	or	or	CCONJ
ajst-17702	49	24	making	make	VERB
ajst-17702	49	25	a	a	DET
ajst-17702	49	26	non	non	ADJ
ajst-17702	49	27	-	-	ADJ
ajst-17702	49	28	relevant	relevant	ADJ
ajst-17702	49	29	request	request	NOUN
ajst-17702	49	30	)	)	PUNCT
ajst-17702	49	31	,	,	PUNCT
ajst-17702	49	32	the	the	DET
ajst-17702	49	33	system	system	NOUN
ajst-17702	49	34	responds	respond	VERB
ajst-17702	49	35	accordingly	accordingly	ADV
ajst-17702	49	36	.	.	PUNCT
ajst-17702	50	1	it	it	PRON
ajst-17702	50	2	might	might	AUX
ajst-17702	50	3	remind	remind	VERB
ajst-17702	50	4	the	the	DET
ajst-17702	50	5	user	user	NOUN
ajst-17702	50	6	to	to	PART
ajst-17702	50	7	change	change	VERB
ajst-17702	50	8	their	their	PRON
ajst-17702	50	9	request	request	NOUN
ajst-17702	50	10	content	content	NOUN
ajst-17702	50	11	to	to	ADP
ajst-17702	50	12	something	something	PRON
ajst-17702	50	13	that	that	PRON
ajst-17702	50	14	aligns	align	VERB
ajst-17702	50	15	with	with	ADP
ajst-17702	50	16	its	its	PRON
ajst-17702	50	17	capabilities	capability	NOUN
ajst-17702	50	18	,	,	PUNCT
ajst-17702	50	19	particularly	particularly	ADV
ajst-17702	50	20	focusing	focus	VERB
ajst-17702	50	21	on	on	ADP
ajst-17702	50	22	object	object	NOUN
ajst-17702	50	23	detection	detection	NOUN
ajst-17702	50	24	tasks	task	NOUN
ajst-17702	50	25	.	.	PUNCT
ajst-17702	51	1	in	in	ADP
ajst-17702	51	2	cases	case	NOUN
ajst-17702	51	3	where	where	SCONJ
ajst-17702	51	4	the	the	DET
ajst-17702	51	5	user	user	NOUN
ajst-17702	51	6	's	's	PART
ajst-17702	51	7	intention	intention	NOUN
ajst-17702	51	8	is	be	AUX
ajst-17702	51	9	to	to	PART
ajst-17702	51	10	find	find	VERB
ajst-17702	51	11	a	a	DET
ajst-17702	51	12	specific	specific	ADJ
ajst-17702	51	13	object	object	NOUN
ajst-17702	51	14	[	[	X
ajst-17702	51	15	21	21	NUM
ajst-17702	51	16	]	]	PUNCT
ajst-17702	51	17	,	,	PUNCT
ajst-17702	51	18	like	like	ADP
ajst-17702	51	19	“	"	PUNCT
ajst-17702	51	20	find	find	VERB
ajst-17702	51	21	the	the	DET
ajst-17702	51	22	sauce	sauce	NOUN
ajst-17702	51	23	can	can	AUX
ajst-17702	51	24	,	,	PUNCT
ajst-17702	51	25	”	"	PUNCT
ajst-17702	51	26	the	the	DET
ajst-17702	51	27	system	system	NOUN
ajst-17702	51	28	proceeds	proceed	VERB
ajst-17702	51	29	to	to	ADP
ajst-17702	51	30	the	the	DET
ajst-17702	51	31	object	object	NOUN
ajst-17702	51	32	detection	detection	NOUN
ajst-17702	51	33	phase	phase	NOUN
ajst-17702	51	34	[	[	X
ajst-17702	51	35	22	22	NUM
ajst-17702	51	36	]	]	PUNCT
ajst-17702	51	37	.	.	PUNCT
ajst-17702	52	1	here	here	ADV
ajst-17702	52	2	,	,	PUNCT
ajst-17702	52	3	real	real	ADJ
ajst-17702	52	4	-	-	PUNCT
ajst-17702	52	5	time	time	NOUN
ajst-17702	52	6	video	video	NOUN
ajst-17702	52	7	feed	feed	NOUN
ajst-17702	52	8	from	from	ADP
ajst-17702	52	9	the	the	DET
ajst-17702	52	10	user	user	NOUN
ajst-17702	52	11	's	's	PART
ajst-17702	52	12	camera	camera	NOUN
ajst-17702	52	13	is	be	AUX
ajst-17702	52	14	processed	process	VERB
ajst-17702	52	15	using	use	VERB
ajst-17702	52	16	tensorflow	tensorflow	NOUN
ajst-17702	52	17	lite	lite	NOUN
ajst-17702	52	18	.	.	PUNCT
ajst-17702	53	1	tensorflow	tensorflow	PROPN
ajst-17702	53	2	lite	lite	PROPN
ajst-17702	53	3	analyzes	analyze	VERB
ajst-17702	53	4	the	the	DET
ajst-17702	53	5	video	video	NOUN
ajst-17702	53	6	feed	feed	NOUN
ajst-17702	53	7	to	to	PART
ajst-17702	53	8	detect	detect	VERB
ajst-17702	53	9	and	and	CCONJ
ajst-17702	53	10	locate	locate	VERB
ajst-17702	53	11	the	the	DET
ajst-17702	53	12	requested	request	VERB
ajst-17702	53	13	object	object	NOUN
ajst-17702	53	14	within	within	ADP
ajst-17702	53	15	the	the	DET
ajst-17702	53	16	camera	camera	NOUN
ajst-17702	53	17	's	's	PART
ajst-17702	53	18	view	view	NOUN
ajst-17702	53	19	.	.	PUNCT
ajst-17702	54	1	after	after	ADP
ajst-17702	54	2	successfully	successfully	ADV
ajst-17702	54	3	identifying	identify	VERB
ajst-17702	54	4	the	the	DET
ajst-17702	54	5	position	position	NOUN
ajst-17702	54	6	of	of	ADP
ajst-17702	54	7	the	the	DET
ajst-17702	54	8	object	object	NOUN
ajst-17702	54	9	,	,	PUNCT
ajst-17702	54	10	the	the	DET
ajst-17702	54	11	system	system	NOUN
ajst-17702	54	12	uses	use	VERB
ajst-17702	54	13	google	google	PROPN
ajst-17702	54	14	's	's	PART
ajst-17702	54	15	text	text	NOUN
ajst-17702	54	16	to	to	ADP
ajst-17702	54	17	speech	speech	NOUN
ajst-17702	54	18	ai	ai	VERB
ajst-17702	54	19	to	to	PART
ajst-17702	54	20	generate	generate	VERB
ajst-17702	54	21	a	a	DET
ajst-17702	54	22	spoken	spoken	ADJ
ajst-17702	54	23	response	response	NOUN
ajst-17702	54	24	.	.	PUNCT
ajst-17702	55	1	this	this	PRON
ajst-17702	55	2	ai	ai	VERB
ajst-17702	55	3	converts	convert	NOUN
ajst-17702	55	4	the	the	DET
ajst-17702	55	5	system	system	NOUN
ajst-17702	55	6	's	's	PART
ajst-17702	55	7	findings	finding	NOUN
ajst-17702	55	8	into	into	ADP
ajst-17702	55	9	speech	speech	NOUN
ajst-17702	55	10	,	,	PUNCT
ajst-17702	55	11	informing	inform	VERB
ajst-17702	55	12	the	the	DET
ajst-17702	55	13	user	user	NOUN
ajst-17702	55	14	about	about	ADP
ajst-17702	55	15	the	the	DET
ajst-17702	55	16	location	location	NOUN
ajst-17702	55	17	or	or	CCONJ
ajst-17702	55	18	status	status	NOUN
ajst-17702	55	19	of	of	ADP
ajst-17702	55	20	the	the	DET
ajst-17702	55	21	requested	request	VERB
ajst-17702	55	22	object	object	NOUN
ajst-17702	55	23	.	.	PUNCT
ajst-17702	56	1	for	for	ADP
ajst-17702	56	2	example	example	NOUN
ajst-17702	56	3	,	,	PUNCT
ajst-17702	56	4	it	it	PRON
ajst-17702	56	5	might	might	AUX
ajst-17702	56	6	say	say	VERB
ajst-17702	56	7	,	,	PUNCT
ajst-17702	56	8	"	"	PUNCT
ajst-17702	56	9	the	the	DET
ajst-17702	56	10	sauce	sauce	NOUN
ajst-17702	56	11	can	can	AUX
ajst-17702	56	12	is	be	AUX
ajst-17702	56	13	on	on	ADP
ajst-17702	56	14	the	the	DET
ajst-17702	56	15	second	second	ADJ
ajst-17702	56	16	shelf	shelf	NOUN
ajst-17702	56	17	on	on	ADP
ajst-17702	56	18	your	your	PRON
ajst-17702	56	19	right	right	NOUN
ajst-17702	56	20	.	.	PUNCT
ajst-17702	56	21	"	"	PUNCT
ajst-17702	57	1	throughout	throughout	ADP
ajst-17702	57	2	this	this	DET
ajst-17702	57	3	process	process	NOUN
ajst-17702	57	4	,	,	PUNCT
ajst-17702	57	5	the	the	DET
ajst-17702	57	6	system	system	NOUN
ajst-17702	57	7	leverages	leverage	VERB
ajst-17702	57	8	advanced	advanced	ADJ
ajst-17702	57	9	technologies	technology	NOUN
ajst-17702	57	10	like	like	ADP
ajst-17702	57	11	speech	speech	NOUN
ajst-17702	57	12	recognition	recognition	NOUN
ajst-17702	57	13	,	,	PUNCT
ajst-17702	57	14	nlp	nlp	NOUN
ajst-17702	57	15	,	,	PUNCT
ajst-17702	57	16	machine	machine	NOUN
ajst-17702	57	17	learning	learning	NOUN
ajst-17702	57	18	,	,	PUNCT
ajst-17702	57	19	and	and	CCONJ
ajst-17702	57	20	ai	ai	VERB
ajst-17702	57	21	to	to	PART
ajst-17702	57	22	interact	interact	VERB
ajst-17702	57	23	seamlessly	seamlessly	ADV
ajst-17702	57	24	with	with	ADP
ajst-17702	57	25	the	the	DET
ajst-17702	57	26	user	user	NOUN
ajst-17702	57	27	and	and	CCONJ
ajst-17702	57	28	provide	provide	VERB
ajst-17702	57	29	assistance	assistance	NOUN
ajst-17702	57	30	in	in	ADP
ajst-17702	57	31	real	real	ADJ
ajst-17702	57	32	-	-	PUNCT
ajst-17702	57	33	time	time	NOUN
ajst-17702	57	34	.	.	PUNCT
ajst-17702	58	1	figure	figure	NOUN
ajst-17702	58	2	2	2	NUM
ajst-17702	58	3	.	.	PUNCT
ajst-17702	58	4	voice	voice	NOUN
ajst-17702	58	5	-	-	PUNCT
ajst-17702	58	6	controlled	control	VERB
ajst-17702	58	7	object	object	NOUN
ajst-17702	58	8	detection	detection	NOUN
ajst-17702	58	9	system	system	NOUN
ajst-17702	58	10	workflow	workflow	NOUN
ajst-17702	58	11	3.2	3.2	NUM
ajst-17702	58	12	.	.	PUNCT
ajst-17702	59	1	object	object	NOUN
ajst-17702	59	2	detection	detection	NOUN
ajst-17702	59	3	module	module	NOUN
ajst-17702	59	4	the	the	DET
ajst-17702	59	5	proposed	propose	VERB
ajst-17702	59	6	object	object	NOUN
ajst-17702	59	7	detection	detection	NOUN
ajst-17702	59	8	framework	framework	NOUN
ajst-17702	59	9	involves	involve	VERB
ajst-17702	59	10	carefully	carefully	ADV
ajst-17702	59	11	tailored	tailor	VERB
ajst-17702	59	12	adjustments	adjustment	NOUN
ajst-17702	59	13	and	and	CCONJ
ajst-17702	59	14	refinements	refinement	NOUN
ajst-17702	59	15	to	to	ADP
ajst-17702	59	16	the	the	DET
ajst-17702	59	17	standard	standard	ADJ
ajst-17702	59	18	mobilenet	mobilenet	NOUN
ajst-17702	59	19	ssd	ssd	NOUN
ajst-17702	59	20	architecture	architecture	NOUN
ajst-17702	59	21	.	.	PUNCT
ajst-17702	60	1	the	the	DET
ajst-17702	60	2	training	training	NOUN
ajst-17702	60	3	process	process	NOUN
ajst-17702	60	4	utilized	utilize	VERB
ajst-17702	60	5	a	a	DET
ajst-17702	60	6	transfer	transfer	NOUN
ajst-17702	60	7	learning	learn	VERB
ajst-17702	60	8	approach	approach	NOUN
ajst-17702	60	9	[	[	X
ajst-17702	60	10	23	23	NUM
ajst-17702	60	11	]	]	PUNCT
ajst-17702	60	12	.	.	PUNCT
ajst-17702	61	1	the	the	DET
ajst-17702	61	2	experiment	experiment	NOUN
ajst-17702	61	3	is	be	AUX
ajst-17702	61	4	based	base	VERB
ajst-17702	61	5	on	on	ADP
ajst-17702	61	6	the	the	DET
ajst-17702	61	7	cmu	cmu	PROPN
ajst-17702	61	8	kitchen	kitchen	NOUN
ajst-17702	61	9	occlusion	occlusion	NOUN
ajst-17702	61	10	dataset	dataset	NOUN
ajst-17702	61	11	,	,	PUNCT
ajst-17702	61	12	which	which	PRON
ajst-17702	61	13	consisted	consist	VERB
ajst-17702	61	14	of	of	ADP
ajst-17702	61	15	1,600	1,600	NUM
ajst-17702	61	16	images	image	NOUN
ajst-17702	61	17	featuring	feature	VERB
ajst-17702	61	18	eight	eight	NUM
ajst-17702	61	19	distinct	distinct	ADJ
ajst-17702	61	20	items	item	NOUN
ajst-17702	61	21	:	:	PUNCT
ajst-17702	61	22	cups	cup	NOUN
ajst-17702	61	23	,	,	PUNCT
ajst-17702	61	24	pitchers	pitcher	NOUN
ajst-17702	61	25	,	,	PUNCT
ajst-17702	61	26	shakers	shaker	NOUN
ajst-17702	61	27	,	,	PUNCT
ajst-17702	61	28	thermoses	thermos	NOUN
ajst-17702	61	29	,	,	PUNCT
ajst-17702	61	30	saucepans	saucepan	NOUN
ajst-17702	61	31	,	,	PUNCT
ajst-17702	61	32	scissors	scissor	NOUN
ajst-17702	61	33	,	,	PUNCT
ajst-17702	61	34	and	and	CCONJ
ajst-17702	61	35	baking	bake	VERB
ajst-17702	61	36	pans	pan	NOUN
ajst-17702	61	37	.	.	PUNCT
ajst-17702	62	1	4	4	X
ajst-17702	62	2	.	.	X
ajst-17702	62	3	experiment	experiment	NOUN
ajst-17702	62	4	4.1	4.1	NUM
ajst-17702	62	5	.	.	PUNCT
ajst-17702	63	1	experimental	experimental	ADJ
ajst-17702	63	2	settings	setting	NOUN
ajst-17702	63	3	during	during	ADP
ajst-17702	63	4	the	the	DET
ajst-17702	63	5	fine	fine	ADV
ajst-17702	63	6	-	-	PUNCT
ajst-17702	63	7	tuning	tune	VERB
ajst-17702	63	8	process	process	NOUN
ajst-17702	63	9	[	[	X
ajst-17702	63	10	24	24	NUM
ajst-17702	63	11	]	]	PUNCT
ajst-17702	63	12	of	of	ADP
ajst-17702	63	13	the	the	DET
ajst-17702	63	14	mobilenet	mobilenet	NOUN
ajst-17702	63	15	ssd	ssd	PROPN
ajst-17702	63	16	model	model	PROPN
ajst-17702	63	17	,	,	PUNCT
ajst-17702	63	18	we	we	PRON
ajst-17702	63	19	made	make	VERB
ajst-17702	63	20	several	several	ADJ
ajst-17702	63	21	key	key	ADJ
ajst-17702	63	22	adjustments	adjustment	NOUN
ajst-17702	63	23	.	.	PUNCT
ajst-17702	64	1	this	this	PRON
ajst-17702	64	2	included	include	VERB
ajst-17702	64	3	revising	revise	VERB
ajst-17702	64	4	full	full	ADJ
ajst-17702	64	5	connect	connect	NOUN
ajst-17702	64	6	and	and	CCONJ
ajst-17702	64	7	softmax	softmax	NOUN
ajst-17702	64	8	neural	neural	ADJ
ajst-17702	64	9	network	network	NOUN
ajst-17702	64	10	layers	layer	NOUN
ajst-17702	64	11	,	,	PUNCT
ajst-17702	64	12	reducing	reduce	VERB
ajst-17702	64	13	the	the	DET
ajst-17702	64	14	learning	learn	VERB
ajst-17702	64	15	rate	rate	NOUN
ajst-17702	64	16	by	by	ADP
ajst-17702	64	17	40	40	NUM
ajst-17702	64	18	%	%	NOUN
ajst-17702	64	19	.	.	PUNCT
ajst-17702	65	1	we	we	PRON
ajst-17702	65	2	employed	employ	VERB
ajst-17702	65	3	weighted	weight	VERB
ajst-17702	65	4	loss	loss	NOUN
ajst-17702	65	5	functions	function	NOUN
ajst-17702	65	6	to	to	PART
ajst-17702	65	7	manage	manage	VERB
ajst-17702	65	8	the	the	DET
ajst-17702	65	9	imbalanced	imbalanced	ADJ
ajst-17702	65	10	data	datum	NOUN
ajst-17702	65	11	[	[	X
ajst-17702	65	12	25	25	NUM
ajst-17702	65	13	]	]	PUNCT
ajst-17702	65	14	,	,	PUNCT
ajst-17702	65	15	considering	consider	VERB
ajst-17702	65	16	the	the	DET
ajst-17702	65	17	varying	vary	VERB
ajst-17702	65	18	frequency	frequency	NOUN
ajst-17702	65	19	of	of	ADP
ajst-17702	65	20	objects	object	NOUN
ajst-17702	65	21	in	in	ADP
ajst-17702	65	22	the	the	DET
ajst-17702	65	23	dataset	dataset	NOUN
ajst-17702	65	24	.	.	PUNCT
ajst-17702	66	1	we	we	PRON
ajst-17702	66	2	also	also	ADV
ajst-17702	66	3	utilized	utilize	VERB
ajst-17702	66	4	a	a	DET
ajst-17702	66	5	variety	variety	NOUN
ajst-17702	66	6	of	of	ADP
ajst-17702	66	7	data	datum	NOUN
ajst-17702	66	8	augmentation	augmentation	NOUN
ajst-17702	66	9	techniques	technique	NOUN
ajst-17702	66	10	to	to	PART
ajst-17702	66	11	enhance	enhance	VERB
ajst-17702	66	12	the	the	DET
ajst-17702	66	13	model	model	NOUN
ajst-17702	66	14	's	's	PART
ajst-17702	66	15	robustness	robustness	NOUN
ajst-17702	66	16	.	.	PUNCT
ajst-17702	67	1	this	this	PRON
ajst-17702	67	2	involved	involved	ADJ
ajst-17702	67	3	rotating	rotate	VERB
ajst-17702	67	4	images	image	NOUN
ajst-17702	67	5	[	[	X
ajst-17702	67	6	26	26	NUM
ajst-17702	67	7	,	,	PUNCT
ajst-17702	67	8	27	27	NUM
ajst-17702	67	9	]	]	PUNCT
ajst-17702	67	10	by	by	ADP
ajst-17702	67	11	up	up	ADP
ajst-17702	67	12	to	to	PART
ajst-17702	67	13	30	30	NUM
ajst-17702	67	14	degrees	degree	NOUN
ajst-17702	67	15	,	,	PUNCT
ajst-17702	67	16	introducing	introduce	VERB
ajst-17702	67	17	gaussian	gaussian	NOUN
ajst-17702	67	18	182	182	NUM
ajst-17702	67	19	noise	noise	NOUN
ajst-17702	67	20	with	with	ADP
ajst-17702	67	21	a	a	DET
ajst-17702	67	22	variance	variance	NOUN
ajst-17702	67	23	of	of	ADP
ajst-17702	67	24	0.01	0.01	NUM
ajst-17702	67	25	,	,	PUNCT
ajst-17702	67	26	thus	thus	ADV
ajst-17702	67	27	providing	provide	VERB
ajst-17702	67	28	a	a	DET
ajst-17702	67	29	broader	broad	ADJ
ajst-17702	67	30	range	range	NOUN
ajst-17702	67	31	of	of	ADP
ajst-17702	67	32	training	train	VERB
ajst-17702	67	33	examples	example	NOUN
ajst-17702	67	34	to	to	ADP
ajst-17702	67	35	the	the	DET
ajst-17702	67	36	model	model	NOUN
ajst-17702	67	37	.	.	PUNCT
ajst-17702	68	1	figure	figure	VERB
ajst-17702	68	2	3	3	NUM
ajst-17702	68	3	.	.	PUNCT
ajst-17702	68	4	transfer	transfer	NOUN
ajst-17702	68	5	learning	learning	NOUN
ajst-17702	68	6	for	for	ADP
ajst-17702	68	7	object	object	NOUN
ajst-17702	68	8	detection	detection	NOUN
ajst-17702	68	9	:	:	PUNCT
ajst-17702	68	10	from	from	ADP
ajst-17702	68	11	general	general	ADJ
ajst-17702	68	12	to	to	ADP
ajst-17702	68	13	specific	specific	ADJ
ajst-17702	68	14	datasets	dataset	NOUN
ajst-17702	68	15	hyperparameters	hyperparameter	NOUN
ajst-17702	68	16	were	be	AUX
ajst-17702	68	17	meticulously	meticulously	ADV
ajst-17702	68	18	optimized	optimize	VERB
ajst-17702	68	19	[	[	X
ajst-17702	68	20	28	28	NUM
ajst-17702	68	21	]	]	PUNCT
ajst-17702	68	22	,	,	PUNCT
ajst-17702	68	23	featuring	feature	VERB
ajst-17702	68	24	a	a	DET
ajst-17702	68	25	starting	start	VERB
ajst-17702	68	26	learning	learn	VERB
ajst-17702	68	27	rate	rate	NOUN
ajst-17702	68	28	of	of	ADP
ajst-17702	68	29	0.001	0.001	NUM
ajst-17702	68	30	,	,	PUNCT
ajst-17702	68	31	decaying	decay	VERB
ajst-17702	68	32	by	by	ADP
ajst-17702	68	33	0.1	0.1	NUM
ajst-17702	68	34	every	every	DET
ajst-17702	68	35	3,000	3,000	NUM
ajst-17702	68	36	steps	step	NOUN
ajst-17702	68	37	,	,	PUNCT
ajst-17702	68	38	a	a	DET
ajst-17702	68	39	batch	batch	NOUN
ajst-17702	68	40	size	size	NOUN
ajst-17702	68	41	of	of	ADP
ajst-17702	68	42	32	32	NUM
ajst-17702	68	43	,	,	PUNCT
ajst-17702	68	44	and	and	CCONJ
ajst-17702	68	45	a	a	DET
ajst-17702	68	46	total	total	NOUN
ajst-17702	68	47	of	of	ADP
ajst-17702	68	48	50	50	NUM
ajst-17702	68	49	training	training	NOUN
ajst-17702	68	50	epochs	epoch	NOUN
ajst-17702	68	51	.	.	PUNCT
ajst-17702	69	1	the	the	DET
ajst-17702	69	2	loss	loss	NOUN
ajst-17702	69	3	function	function	NOUN
ajst-17702	69	4	was	be	AUX
ajst-17702	69	5	modified	modify	VERB
ajst-17702	69	6	to	to	PART
ajst-17702	69	7	give	give	VERB
ajst-17702	69	8	greater	great	ADJ
ajst-17702	69	9	emphasis	emphasis	NOUN
ajst-17702	69	10	to	to	ADP
ajst-17702	69	11	localization	localization	NOUN
ajst-17702	69	12	accuracy	accuracy	NOUN
ajst-17702	69	13	,	,	PUNCT
ajst-17702	69	14	changing	change	VERB
ajst-17702	69	15	the	the	DET
ajst-17702	69	16	weight	weight	NOUN
ajst-17702	69	17	ratio	ratio	NOUN
ajst-17702	69	18	from	from	ADP
ajst-17702	69	19	1:1	1:1	NUM
ajst-17702	69	20	to	to	ADP
ajst-17702	69	21	2:1	2:1	NUM
ajst-17702	69	22	in	in	ADP
ajst-17702	69	23	favor	favor	NOUN
ajst-17702	69	24	of	of	ADP
ajst-17702	69	25	localization	localization	NOUN
ajst-17702	69	26	loss	loss	NOUN
ajst-17702	69	27	over	over	ADP
ajst-17702	69	28	confidence	confidence	NOUN
ajst-17702	69	29	loss	loss	NOUN
ajst-17702	69	30	.	.	PUNCT
ajst-17702	70	1	a	a	DET
ajst-17702	70	2	scale	scale	NOUN
ajst-17702	70	3	-	-	PUNCT
ajst-17702	70	4	invariant	invariant	ADJ
ajst-17702	70	5	component	component	NOUN
ajst-17702	70	6	was	be	AUX
ajst-17702	70	7	also	also	ADV
ajst-17702	70	8	introduced	introduce	VERB
ajst-17702	70	9	to	to	PART
ajst-17702	70	10	enhance	enhance	VERB
ajst-17702	70	11	the	the	DET
ajst-17702	70	12	detection	detection	NOUN
ajst-17702	70	13	of	of	ADP
ajst-17702	70	14	smaller	small	ADJ
ajst-17702	70	15	objects	object	NOUN
ajst-17702	70	16	.	.	PUNCT
ajst-17702	71	1	evaluation	evaluation	NOUN
ajst-17702	71	2	metrics	metric	NOUN
ajst-17702	71	3	reflected	reflect	VERB
ajst-17702	71	4	the	the	DET
ajst-17702	71	5	effectiveness	effectiveness	NOUN
ajst-17702	71	6	of	of	ADP
ajst-17702	71	7	these	these	DET
ajst-17702	71	8	extensive	extensive	ADJ
ajst-17702	71	9	efforts	effort	NOUN
ajst-17702	71	10	;	;	PUNCT
ajst-17702	71	11	the	the	DET
ajst-17702	71	12	model	model	NOUN
ajst-17702	71	13	's	's	PART
ajst-17702	71	14	mean	mean	ADJ
ajst-17702	71	15	average	average	ADJ
ajst-17702	71	16	precision	precision	NOUN
ajst-17702	71	17	(	(	PUNCT
ajst-17702	71	18	map	map	NOUN
ajst-17702	71	19	)	)	PUNCT
ajst-17702	71	20	improved	improve	VERB
ajst-17702	71	21	significantly	significantly	ADV
ajst-17702	71	22	from	from	ADP
ajst-17702	71	23	a	a	DET
ajst-17702	71	24	baseline	baseline	NOUN
ajst-17702	71	25	of	of	ADP
ajst-17702	71	26	68	68	NUM
ajst-17702	71	27	%	%	NOUN
ajst-17702	71	28	to	to	ADP
ajst-17702	71	29	an	an	DET
ajst-17702	71	30	impressive	impressive	ADJ
ajst-17702	71	31	82	82	NUM
ajst-17702	71	32	%	%	NOUN
ajst-17702	71	33	post	post	ADJ
ajst-17702	71	34	-	-	ADJ
ajst-17702	71	35	fine	fine	ADJ
ajst-17702	71	36	-	-	PUNCT
ajst-17702	71	37	tuning	tuning	NOUN
ajst-17702	71	38	.	.	PUNCT
ajst-17702	72	1	this	this	DET
ajst-17702	72	2	improvement	improvement	NOUN
ajst-17702	72	3	was	be	AUX
ajst-17702	72	4	particularly	particularly	ADV
ajst-17702	72	5	evident	evident	ADJ
ajst-17702	72	6	in	in	ADP
ajst-17702	72	7	the	the	DET
ajst-17702	72	8	detection	detection	NOUN
ajst-17702	72	9	of	of	ADP
ajst-17702	72	10	kitchen	kitchen	NOUN
ajst-17702	72	11	items	item	NOUN
ajst-17702	72	12	like	like	ADP
ajst-17702	72	13	scissors	scissor	NOUN
ajst-17702	72	14	,	,	PUNCT
ajst-17702	72	15	where	where	SCONJ
ajst-17702	72	16	the	the	DET
ajst-17702	72	17	map	map	NOUN
ajst-17702	72	18	increased	increase	VERB
ajst-17702	72	19	from	from	ADP
ajst-17702	72	20	78	78	NUM
ajst-17702	72	21	%	%	NOUN
ajst-17702	72	22	to	to	ADP
ajst-17702	72	23	87	87	NUM
ajst-17702	72	24	%	%	NOUN
ajst-17702	72	25	.	.	PUNCT
ajst-17702	73	1	remarkably	remarkably	ADV
ajst-17702	73	2	,	,	PUNCT
ajst-17702	73	3	these	these	DET
ajst-17702	73	4	enhancements	enhancement	NOUN
ajst-17702	73	5	in	in	ADP
ajst-17702	73	6	detection	detection	NOUN
ajst-17702	73	7	accuracy	accuracy	NOUN
ajst-17702	73	8	were	be	AUX
ajst-17702	73	9	achieved	achieve	VERB
ajst-17702	73	10	with	with	ADP
ajst-17702	73	11	only	only	ADV
ajst-17702	73	12	a	a	DET
ajst-17702	73	13	10	10	NUM
ajst-17702	73	14	%	%	NOUN
ajst-17702	73	15	increase	increase	NOUN
ajst-17702	73	16	in	in	ADP
ajst-17702	73	17	inference	inference	NOUN
ajst-17702	73	18	time	time	NOUN
ajst-17702	73	19	,	,	PUNCT
ajst-17702	73	20	highlighting	highlight	VERB
ajst-17702	73	21	the	the	DET
ajst-17702	73	22	efficiency	efficiency	NOUN
ajst-17702	73	23	and	and	CCONJ
ajst-17702	73	24	effectiveness	effectiveness	NOUN
ajst-17702	73	25	of	of	ADP
ajst-17702	73	26	the	the	DET
ajst-17702	73	27	fine	fine	ADV
ajst-17702	73	28	-	-	PUNCT
ajst-17702	73	29	tuning	tune	VERB
ajst-17702	73	30	process	process	NOUN
ajst-17702	73	31	for	for	ADP
ajst-17702	73	32	this	this	DET
ajst-17702	73	33	specialized	specialized	ADJ
ajst-17702	73	34	application	application	NOUN
ajst-17702	73	35	.	.	PUNCT
ajst-17702	74	1	4.2	4.2	NUM
ajst-17702	74	2	.	.	PUNCT
ajst-17702	75	1	experiment	experiment	NOUN
ajst-17702	75	2	result	result	VERB
ajst-17702	75	3	this	this	DET
ajst-17702	75	4	table	table	NOUN
ajst-17702	75	5	provides	provide	VERB
ajst-17702	75	6	a	a	DET
ajst-17702	75	7	comparison	comparison	NOUN
ajst-17702	75	8	of	of	ADP
ajst-17702	75	9	different	different	ADJ
ajst-17702	75	10	object	object	NOUN
ajst-17702	75	11	detection	detection	NOUN
ajst-17702	75	12	models	model	NOUN
ajst-17702	75	13	in	in	ADP
ajst-17702	75	14	terms	term	NOUN
ajst-17702	75	15	of	of	ADP
ajst-17702	75	16	their	their	PRON
ajst-17702	75	17	accuracy	accuracy	NOUN
ajst-17702	75	18	in	in	ADP
ajst-17702	75	19	detecting	detect	VERB
ajst-17702	75	20	kitchen	kitchen	NOUN
ajst-17702	75	21	objects	object	NOUN
ajst-17702	75	22	,	,	PUNCT
ajst-17702	75	23	inference	inference	NOUN
ajst-17702	75	24	speed	speed	NOUN
ajst-17702	75	25	and	and	CCONJ
ajst-17702	75	26	model	model	NOUN
ajst-17702	75	27	size	size	NOUN
ajst-17702	75	28	.	.	PUNCT
ajst-17702	76	1	the	the	DET
ajst-17702	76	2	table	table	NOUN
ajst-17702	76	3	is	be	AUX
ajst-17702	76	4	designed	design	VERB
ajst-17702	76	5	to	to	PART
ajst-17702	76	6	highlight	highlight	VERB
ajst-17702	76	7	the	the	DET
ajst-17702	76	8	strengths	strength	NOUN
ajst-17702	76	9	and	and	CCONJ
ajst-17702	76	10	weaknesses	weakness	NOUN
ajst-17702	76	11	of	of	ADP
ajst-17702	76	12	each	each	DET
ajst-17702	76	13	model	model	NOUN
ajst-17702	76	14	within	within	ADP
ajst-17702	76	15	the	the	DET
ajst-17702	76	16	context	context	NOUN
ajst-17702	76	17	of	of	ADP
ajst-17702	76	18	a	a	DET
ajst-17702	76	19	kitchen	kitchen	NOUN
ajst-17702	76	20	environment	environment	NOUN
ajst-17702	76	21	,	,	PUNCT
ajst-17702	76	22	where	where	SCONJ
ajst-17702	76	23	factors	factor	NOUN
ajst-17702	76	24	like	like	ADP
ajst-17702	76	25	accuracy	accuracy	NOUN
ajst-17702	76	26	for	for	ADP
ajst-17702	76	27	various	various	ADJ
ajst-17702	76	28	kitchen	kitchen	NOUN
ajst-17702	76	29	items	item	NOUN
ajst-17702	76	30	are	be	AUX
ajst-17702	76	31	considered	consider	VERB
ajst-17702	76	32	.	.	PUNCT
ajst-17702	77	1	mobilenet	mobilenet	PROPN
ajst-17702	77	2	ssd	ssd	NOUN
ajst-17702	77	3	is	be	AUX
ajst-17702	77	4	selected	select	VERB
ajst-17702	77	5	for	for	ADP
ajst-17702	77	6	its	its	PRON
ajst-17702	77	7	efficient	efficient	ADJ
ajst-17702	77	8	operation	operation	NOUN
ajst-17702	77	9	on	on	ADP
ajst-17702	77	10	mobile	mobile	ADJ
ajst-17702	77	11	devices	device	NOUN
ajst-17702	77	12	with	with	ADP
ajst-17702	77	13	a	a	DET
ajst-17702	77	14	good	good	ADJ
ajst-17702	77	15	balance	balance	NOUN
ajst-17702	77	16	of	of	ADP
ajst-17702	77	17	speed	speed	NOUN
ajst-17702	77	18	and	and	CCONJ
ajst-17702	77	19	accuracy	accuracy	NOUN
ajst-17702	77	20	.	.	PUNCT
ajst-17702	78	1	other	other	ADJ
ajst-17702	78	2	models	model	NOUN
ajst-17702	78	3	like	like	ADP
ajst-17702	78	4	efficientdet	efficientdet	NOUN
ajst-17702	78	5	offer	offer	VERB
ajst-17702	78	6	higher	high	ADJ
ajst-17702	78	7	accuracy	accuracy	NOUN
ajst-17702	78	8	but	but	CCONJ
ajst-17702	78	9	at	at	ADP
ajst-17702	78	10	different	different	ADJ
ajst-17702	78	11	trade	trade	NOUN
ajst-17702	78	12	-	-	PUNCT
ajst-17702	78	13	offs	off	NOUN
ajst-17702	78	14	in	in	ADP
ajst-17702	78	15	speed	speed	NOUN
ajst-17702	78	16	and	and	CCONJ
ajst-17702	78	17	size	size	NOUN
ajst-17702	78	18	,	,	PUNCT
ajst-17702	78	19	which	which	PRON
ajst-17702	78	20	could	could	AUX
ajst-17702	78	21	impact	impact	VERB
ajst-17702	78	22	their	their	PRON
ajst-17702	78	23	practicality	practicality	NOUN
ajst-17702	78	24	for	for	ADP
ajst-17702	78	25	real	real	ADJ
ajst-17702	78	26	-	-	PUNCT
ajst-17702	78	27	time	time	NOUN
ajst-17702	78	28	applications	application	NOUN
ajst-17702	78	29	on	on	ADP
ajst-17702	78	30	mobile	mobile	ADJ
ajst-17702	78	31	devices	device	NOUN
ajst-17702	78	32	.	.	PUNCT
ajst-17702	79	1	faster	fast	ADV
ajst-17702	79	2	r	r	NOUN
ajst-17702	79	3	-	-	PUNCT
ajst-17702	79	4	cnn	cnn	PROPN
ajst-17702	79	5	provides	provide	VERB
ajst-17702	79	6	high	high	ADJ
ajst-17702	79	7	precision	precision	NOUN
ajst-17702	79	8	but	but	CCONJ
ajst-17702	79	9	may	may	AUX
ajst-17702	79	10	be	be	AUX
ajst-17702	79	11	too	too	ADV
ajst-17702	79	12	slow	slow	ADJ
ajst-17702	79	13	for	for	ADP
ajst-17702	79	14	real	real	ADJ
ajst-17702	79	15	-	-	PUNCT
ajst-17702	79	16	time	time	NOUN
ajst-17702	79	17	interaction	interaction	NOUN
ajst-17702	79	18	.	.	PUNCT
ajst-17702	80	1	squeezenet	squeezenet	NOUN
ajst-17702	80	2	is	be	AUX
ajst-17702	80	3	the	the	DET
ajst-17702	80	4	quickest	quick	ADJ
ajst-17702	80	5	and	and	CCONJ
ajst-17702	80	6	has	have	VERB
ajst-17702	80	7	the	the	DET
ajst-17702	80	8	smallest	small	ADJ
ajst-17702	80	9	model	model	NOUN
ajst-17702	80	10	size	size	NOUN
ajst-17702	80	11	,	,	PUNCT
ajst-17702	80	12	which	which	PRON
ajst-17702	80	13	might	might	AUX
ajst-17702	80	14	be	be	AUX
ajst-17702	80	15	advantageous	advantageous	ADJ
ajst-17702	80	16	for	for	ADP
ajst-17702	80	17	some	some	DET
ajst-17702	80	18	real	real	ADJ
ajst-17702	80	19	-	-	PUNCT
ajst-17702	80	20	time	time	NOUN
ajst-17702	80	21	applications	application	NOUN
ajst-17702	80	22	with	with	ADP
ajst-17702	80	23	less	less	ADJ
ajst-17702	80	24	demand	demand	NOUN
ajst-17702	80	25	for	for	ADP
ajst-17702	80	26	high	high	ADJ
ajst-17702	80	27	accuracy	accuracy	NOUN
ajst-17702	80	28	.	.	PUNCT
ajst-17702	81	1	retinanet	retinanet	NOUN
ajst-17702	81	2	is	be	AUX
ajst-17702	81	3	known	know	VERB
ajst-17702	81	4	for	for	ADP
ajst-17702	81	5	handling	handle	VERB
ajst-17702	81	6	class	class	NOUN
ajst-17702	81	7	imbalance	imbalance	NOUN
ajst-17702	81	8	with	with	ADP
ajst-17702	81	9	its	its	PRON
ajst-17702	81	10	focal	focal	ADJ
ajst-17702	81	11	loss	loss	NOUN
ajst-17702	81	12	function	function	NOUN
ajst-17702	81	13	,	,	PUNCT
ajst-17702	81	14	which	which	PRON
ajst-17702	81	15	could	could	AUX
ajst-17702	81	16	be	be	AUX
ajst-17702	81	17	particularly	particularly	ADV
ajst-17702	81	18	useful	useful	ADJ
ajst-17702	81	19	in	in	ADP
ajst-17702	81	20	kitchens	kitchen	NOUN
ajst-17702	81	21	where	where	SCONJ
ajst-17702	81	22	some	some	DET
ajst-17702	81	23	objects	object	NOUN
ajst-17702	81	24	are	be	AUX
ajst-17702	81	25	much	much	ADV
ajst-17702	81	26	rarer	rare	ADJ
ajst-17702	81	27	than	than	ADP
ajst-17702	81	28	others	other	NOUN
ajst-17702	81	29	.	.	PUNCT
ajst-17702	82	1	table	table	NOUN
ajst-17702	82	2	1	1	NUM
ajst-17702	82	3	.	.	PUNCT
ajst-17702	82	4	comparative	comparative	ADJ
ajst-17702	82	5	analysis	analysis	NOUN
ajst-17702	82	6	of	of	ADP
ajst-17702	82	7	object	object	NOUN
ajst-17702	82	8	detection	detection	NOUN
ajst-17702	82	9	model	model	NOUN
ajst-17702	82	10	performance	performance	NOUN
ajst-17702	82	11	model	model	NOUN
ajst-17702	82	12	accuracy	accuracy	NOUN
ajst-17702	82	13	speed(ms	speed(ms	NOUN
ajst-17702	82	14	)	)	PUNCT
ajst-17702	82	15	model	model	NOUN
ajst-17702	82	16	size	size	NOUN
ajst-17702	82	17	(	(	PUNCT
ajst-17702	82	18	mb	mb	NOUN
ajst-17702	82	19	)	)	PUNCT
ajst-17702	82	20	mobilenet	mobilenet	NOUN
ajst-17702	82	21	ssd	ssd	NOUN
ajst-17702	82	22	88.5	88.5	NUM
ajst-17702	82	23	%	%	NOUN
ajst-17702	82	24	45	45	NUM
ajst-17702	82	25	32	32	NUM
ajst-17702	82	26	faster	fast	ADV
ajst-17702	82	27	r	r	VERB
ajst-17702	82	28	-	-	PUNCT
ajst-17702	82	29	cnn	cnn	PROPN
ajst-17702	82	30	89.8	89.8	NUM
ajst-17702	82	31	%	%	NOUN
ajst-17702	82	32	120	120	NUM
ajst-17702	82	33	150	150	NUM
ajst-17702	82	34	squeezenet	squeezenet	NOUN
ajst-17702	82	35	84.6	84.6	NUM
ajst-17702	82	36	%	%	NOUN
ajst-17702	82	37	30	30	NUM
ajst-17702	82	38	48	48	NUM
ajst-17702	82	39	efficientdet	efficientdet	NOUN
ajst-17702	82	40	89.4	89.4	NUM
ajst-17702	82	41	%	%	NOUN
ajst-17702	82	42	62	62	NUM
ajst-17702	82	43	17	17	NUM
ajst-17702	82	44	retinanet	retinanet	NOUN
ajst-17702	82	45	90.1	90.1	NUM
ajst-17702	82	46	%	%	NOUN
ajst-17702	82	47	65	65	NUM
ajst-17702	82	48	145	145	NUM
ajst-17702	82	49	the	the	DET
ajst-17702	82	50	results	result	NOUN
ajst-17702	82	51	we	we	PRON
ajst-17702	82	52	obtained	obtain	VERB
ajst-17702	82	53	demonstrated	demonstrate	VERB
ajst-17702	82	54	varying	vary	VERB
ajst-17702	82	55	levels	level	NOUN
ajst-17702	82	56	of	of	ADP
ajst-17702	82	57	success	success	NOUN
ajst-17702	82	58	across	across	ADP
ajst-17702	82	59	different	different	ADJ
ajst-17702	82	60	objects	object	NOUN
ajst-17702	82	61	.	.	PUNCT
ajst-17702	83	1	for	for	ADP
ajst-17702	83	2	instance	instance	NOUN
ajst-17702	83	3	,	,	PUNCT
ajst-17702	83	4	the	the	DET
ajst-17702	83	5	model	model	NOUN
ajst-17702	83	6	exhibited	exhibit	VERB
ajst-17702	83	7	a	a	DET
ajst-17702	83	8	high	high	ADJ
ajst-17702	83	9	precision	precision	NOUN
ajst-17702	83	10	of	of	ADP
ajst-17702	83	11	95	95	NUM
ajst-17702	83	12	%	%	NOUN
ajst-17702	83	13	and	and	CCONJ
ajst-17702	83	14	recall	recall	NOUN
ajst-17702	83	15	of	of	ADP
ajst-17702	83	16	88	88	NUM
ajst-17702	83	17	%	%	NOUN
ajst-17702	83	18	for	for	ADP
ajst-17702	83	19	shakers	shaker	NOUN
ajst-17702	83	20	,	,	PUNCT
ajst-17702	83	21	indicating	indicate	VERB
ajst-17702	83	22	its	its	PRON
ajst-17702	83	23	effectiveness	effectiveness	NOUN
ajst-17702	83	24	in	in	ADP
ajst-17702	83	25	detecting	detect	VERB
ajst-17702	83	26	these	these	DET
ajst-17702	83	27	items	item	NOUN
ajst-17702	83	28	even	even	ADV
ajst-17702	83	29	when	when	SCONJ
ajst-17702	83	30	occluded	occlude	VERB
ajst-17702	83	31	.	.	PUNCT
ajst-17702	84	1	conversely	conversely	ADV
ajst-17702	84	2	,	,	PUNCT
ajst-17702	84	3	items	item	NOUN
ajst-17702	84	4	like	like	ADP
ajst-17702	84	5	baking	bake	VERB
ajst-17702	84	6	pans	pan	NOUN
ajst-17702	84	7	showed	show	VERB
ajst-17702	84	8	lower	low	ADJ
ajst-17702	84	9	metrics	metric	NOUN
ajst-17702	84	10	,	,	PUNCT
ajst-17702	84	11	with	with	ADP
ajst-17702	84	12	a	a	DET
ajst-17702	84	13	precision	precision	NOUN
ajst-17702	84	14	of	of	ADP
ajst-17702	84	15	89	89	NUM
ajst-17702	84	16	%	%	NOUN
ajst-17702	84	17	and	and	CCONJ
ajst-17702	84	18	recall	recall	NOUN
ajst-17702	84	19	of	of	ADP
ajst-17702	84	20	73	73	NUM
ajst-17702	84	21	%	%	NOUN
ajst-17702	84	22	,	,	PUNCT
ajst-17702	84	23	highlighting	highlight	VERB
ajst-17702	84	24	certain	certain	ADJ
ajst-17702	84	25	challenges	challenge	NOUN
ajst-17702	84	26	in	in	ADP
ajst-17702	84	27	their	their	PRON
ajst-17702	84	28	detection	detection	NOUN
ajst-17702	84	29	under	under	ADP
ajst-17702	84	30	similar	similar	ADJ
ajst-17702	84	31	conditions	condition	NOUN
ajst-17702	84	32	.	.	PUNCT
ajst-17702	85	1	table	table	NOUN
ajst-17702	85	2	2	2	NUM
ajst-17702	85	3	.	.	PUNCT
ajst-17702	85	4	performance	performance	NOUN
ajst-17702	85	5	metrics	metric	NOUN
ajst-17702	85	6	for	for	ADP
ajst-17702	85	7	object	object	NOUN
ajst-17702	85	8	recognition	recognition	NOUN
ajst-17702	85	9	in	in	ADP
ajst-17702	85	10	various	various	ADJ
ajst-17702	85	11	kitchen	kitchen	NOUN
ajst-17702	85	12	items	item	NOUN
ajst-17702	85	13	category	category	NOUN
ajst-17702	85	14	precision	precision	NOUN
ajst-17702	85	15	recall	recall	NOUN
ajst-17702	85	16	f1	f1	NOUN
ajst-17702	85	17	-	-	PUNCT
ajst-17702	85	18	score	score	NOUN
ajst-17702	85	19	accuracy	accuracy	NOUN
ajst-17702	85	20	cup	cup	PROPN
ajst-17702	85	21	0.72	0.72	NUM
ajst-17702	85	22	0.86	0.86	NUM
ajst-17702	85	23	0.78	0.78	NUM
ajst-17702	85	24	0.81	0.81	NUM
ajst-17702	85	25	pitcher	pitcher	NOUN
ajst-17702	85	26	0.95	0.95	NUM
ajst-17702	85	27	0.98	0.98	NUM
ajst-17702	85	28	0.96	0.96	NUM
ajst-17702	85	29	0.75	0.75	NUM
ajst-17702	85	30	shaker	shaker	NOUN
ajst-17702	85	31	0.94	0.94	NUM
ajst-17702	85	32	0.88	0.88	NUM
ajst-17702	85	33	0.91	0.91	NUM
ajst-17702	85	34	0.99	0.99	NUM
ajst-17702	85	35	thermos	thermos	PROPN
ajst-17702	85	36	0.99	0.99	NUM
ajst-17702	85	37	0.87	0.87	NUM
ajst-17702	85	38	0.93	0.93	NUM
ajst-17702	85	39	0.78	0.78	NUM
ajst-17702	85	40	sauce	sauce	NOUN
ajst-17702	85	41	pan	pan	NOUN
ajst-17702	85	42	0.84	0.84	NUM
ajst-17702	85	43	0.75	0.75	NUM
ajst-17702	85	44	0.79	0.79	NUM
ajst-17702	85	45	0.83	0.83	NUM
ajst-17702	85	46	scissors	scissor	NOUN
ajst-17702	85	47	0.86	0.86	NUM
ajst-17702	85	48	0.75	0.75	NUM
ajst-17702	85	49	0.8	0.8	NUM
ajst-17702	85	50	0.87	0.87	NUM
ajst-17702	85	51	baking	bake	VERB
ajst-17702	85	52	pan	pan	NOUN
ajst-17702	85	53	0.89	0.89	NUM
ajst-17702	85	54	0.73	0.73	NUM
ajst-17702	85	55	0.8	0.8	NUM
ajst-17702	85	56	0.75	0.75	NUM
ajst-17702	85	57	183	183	NUM
ajst-17702	85	58	5	5	NUM
ajst-17702	85	59	.	.	PUNCT
ajst-17702	86	1	conclusion	conclusion	NOUN
ajst-17702	86	2	this	this	DET
ajst-17702	86	3	research	research	NOUN
ajst-17702	86	4	presents	present	VERB
ajst-17702	86	5	a	a	DET
ajst-17702	86	6	comprehensive	comprehensive	ADJ
ajst-17702	86	7	and	and	CCONJ
ajst-17702	86	8	innovative	innovative	ADJ
ajst-17702	86	9	approach	approach	NOUN
ajst-17702	86	10	to	to	PART
ajst-17702	86	11	assist	assist	VERB
ajst-17702	86	12	visually	visually	ADV
ajst-17702	86	13	impaired	impair	VERB
ajst-17702	86	14	individuals	individual	NOUN
ajst-17702	86	15	in	in	ADP
ajst-17702	86	16	kitchen	kitchen	NOUN
ajst-17702	86	17	environments	environment	NOUN
ajst-17702	87	1	[	[	X
ajst-17702	87	2	29	29	NUM
ajst-17702	87	3	]	]	PUNCT
ajst-17702	87	4	.	.	PUNCT
ajst-17702	88	1	the	the	DET
ajst-17702	88	2	core	core	NOUN
ajst-17702	88	3	of	of	ADP
ajst-17702	88	4	this	this	DET
ajst-17702	88	5	system	system	NOUN
ajst-17702	88	6	lies	lie	VERB
ajst-17702	88	7	in	in	ADP
ajst-17702	88	8	the	the	DET
ajst-17702	88	9	utilization	utilization	NOUN
ajst-17702	88	10	of	of	ADP
ajst-17702	88	11	mobilenet	mobilenet	NOUN
ajst-17702	88	12	ssd	ssd	NOUN
ajst-17702	88	13	within	within	ADP
ajst-17702	88	14	the	the	DET
ajst-17702	88	15	tensorflow	tensorflow	NOUN
ajst-17702	88	16	lite	lite	NOUN
ajst-17702	88	17	framework	framework	NOUN
ajst-17702	88	18	,	,	PUNCT
ajst-17702	88	19	optimized	optimize	VERB
ajst-17702	88	20	for	for	ADP
ajst-17702	88	21	efficient	efficient	ADJ
ajst-17702	88	22	operation	operation	NOUN
ajst-17702	88	23	on	on	ADP
ajst-17702	88	24	mobile	mobile	ADJ
ajst-17702	88	25	devices	device	NOUN
ajst-17702	88	26	.	.	PUNCT
ajst-17702	89	1	by	by	ADP
ajst-17702	89	2	employing	employ	VERB
ajst-17702	89	3	transfer	transfer	NOUN
ajst-17702	89	4	learning	learning	NOUN
ajst-17702	89	5	techniques	technique	NOUN
ajst-17702	89	6	,	,	PUNCT
ajst-17702	89	7	the	the	DET
ajst-17702	89	8	pretrained	pretraine	VERB
ajst-17702	89	9	mobilenet	mobilenet	NOUN
ajst-17702	89	10	ssd	ssd	NOUN
ajst-17702	89	11	model	model	NOUN
ajst-17702	89	12	has	have	AUX
ajst-17702	89	13	been	be	AUX
ajst-17702	89	14	adeptly	adeptly	ADV
ajst-17702	89	15	fine	fine	ADV
ajst-17702	89	16	-	-	PUNCT
ajst-17702	89	17	tuned	tune	VERB
ajst-17702	89	18	on	on	ADP
ajst-17702	89	19	a	a	DET
ajst-17702	89	20	kitchen	kitchen	NOUN
ajst-17702	89	21	-	-	PUNCT
ajst-17702	89	22	specific	specific	ADJ
ajst-17702	89	23	dataset	dataset	NOUN
ajst-17702	89	24	,	,	PUNCT
ajst-17702	89	25	significantly	significantly	ADV
ajst-17702	89	26	enhancing	enhance	VERB
ajst-17702	89	27	its	its	PRON
ajst-17702	89	28	accuracy	accuracy	NOUN
ajst-17702	89	29	and	and	CCONJ
ajst-17702	89	30	responsiveness	responsiveness	NOUN
ajst-17702	89	31	in	in	ADP
ajst-17702	89	32	identifying	identify	VERB
ajst-17702	89	33	common	common	ADJ
ajst-17702	89	34	kitchen	kitchen	NOUN
ajst-17702	89	35	items	item	NOUN
ajst-17702	89	36	.	.	PUNCT
ajst-17702	90	1	the	the	DET
ajst-17702	90	2	integration	integration	NOUN
ajst-17702	90	3	of	of	ADP
ajst-17702	90	4	asr	asr	PROPN
ajst-17702	90	5	and	and	CCONJ
ajst-17702	90	6	tts	tts	PROPN
ajst-17702	90	7	technology	technology	NOUN
ajst-17702	90	8	forms	form	VERB
ajst-17702	90	9	a	a	DET
ajst-17702	90	10	crucial	crucial	ADJ
ajst-17702	90	11	part	part	NOUN
ajst-17702	90	12	of	of	ADP
ajst-17702	90	13	the	the	DET
ajst-17702	90	14	proposed	propose	VERB
ajst-17702	90	15	solution	solution	NOUN
ajst-17702	90	16	,	,	PUNCT
ajst-17702	90	17	enabling	enable	VERB
ajst-17702	90	18	visually	visually	ADV
ajst-17702	90	19	impaired	impair	VERB
ajst-17702	90	20	users	user	NOUN
ajst-17702	90	21	to	to	PART
ajst-17702	90	22	interact	interact	VERB
ajst-17702	90	23	with	with	ADP
ajst-17702	90	24	the	the	DET
ajst-17702	90	25	system	system	NOUN
ajst-17702	90	26	through	through	ADP
ajst-17702	90	27	voice	voice	NOUN
ajst-17702	90	28	commands	command	NOUN
ajst-17702	90	29	and	and	CCONJ
ajst-17702	90	30	receive	receive	VERB
ajst-17702	90	31	auditory	auditory	ADJ
ajst-17702	90	32	guidance	guidance	NOUN
ajst-17702	90	33	.	.	PUNCT
ajst-17702	91	1	this	this	DET
ajst-17702	91	2	feature	feature	NOUN
ajst-17702	91	3	is	be	AUX
ajst-17702	91	4	particularly	particularly	ADV
ajst-17702	91	5	vital	vital	ADJ
ajst-17702	91	6	for	for	ADP
ajst-17702	91	7	visually	visually	ADV
ajst-17702	91	8	impaired	impair	VERB
ajst-17702	91	9	individuals	individual	NOUN
ajst-17702	91	10	.	.	PUNCT
ajst-17702	92	1	the	the	DET
ajst-17702	92	2	system	system	NOUN
ajst-17702	92	3	's	's	PART
ajst-17702	92	4	ability	ability	NOUN
ajst-17702	92	5	to	to	PART
ajst-17702	92	6	provide	provide	VERB
ajst-17702	92	7	real	real	ADJ
ajst-17702	92	8	-	-	PUNCT
ajst-17702	92	9	time	time	NOUN
ajst-17702	92	10	object	object	NOUN
ajst-17702	92	11	detection	detection	NOUN
ajst-17702	92	12	and	and	CCONJ
ajst-17702	92	13	vocal	vocal	ADJ
ajst-17702	92	14	instructions	instruction	NOUN
ajst-17702	92	15	empowers	empower	VERB
ajst-17702	92	16	users	user	NOUN
ajst-17702	92	17	to	to	PART
ajst-17702	92	18	navigate	navigate	VERB
ajst-17702	92	19	kitchen	kitchen	NOUN
ajst-17702	92	20	spaces	space	NOUN
ajst-17702	92	21	more	more	ADV
ajst-17702	92	22	safely	safely	ADV
ajst-17702	92	23	and	and	CCONJ
ajst-17702	92	24	independently	independently	ADV
ajst-17702	92	25	,	,	PUNCT
ajst-17702	92	26	addressing	address	VERB
ajst-17702	92	27	a	a	DET
ajst-17702	92	28	significant	significant	ADJ
ajst-17702	92	29	challenge	challenge	NOUN
ajst-17702	92	30	in	in	ADP
ajst-17702	92	31	their	their	PRON
ajst-17702	92	32	daily	daily	ADJ
ajst-17702	92	33	lives	life	NOUN
ajst-17702	92	34	.	.	PUNCT
ajst-17702	93	1	the	the	DET
ajst-17702	93	2	performance	performance	NOUN
ajst-17702	93	3	evaluation	evaluation	NOUN
ajst-17702	93	4	of	of	ADP
ajst-17702	93	5	our	our	PRON
ajst-17702	93	6	system	system	NOUN
ajst-17702	93	7	highlights	highlight	VERB
ajst-17702	93	8	its	its	PRON
ajst-17702	93	9	potential	potential	NOUN
ajst-17702	93	10	in	in	ADP
ajst-17702	93	11	enhancing	enhance	VERB
ajst-17702	93	12	the	the	DET
ajst-17702	93	13	quality	quality	NOUN
ajst-17702	93	14	of	of	ADP
ajst-17702	93	15	life	life	NOUN
ajst-17702	93	16	for	for	ADP
ajst-17702	93	17	visually	visually	ADV
ajst-17702	93	18	impaired	impair	VERB
ajst-17702	93	19	individuals	individual	NOUN
ajst-17702	93	20	.	.	PUNCT
ajst-17702	94	1	the	the	DET
ajst-17702	94	2	proposed	propose	VERB
ajst-17702	94	3	framework	framework	NOUN
ajst-17702	94	4	demonstrates	demonstrate	VERB
ajst-17702	94	5	high	high	ADJ
ajst-17702	94	6	accuracy	accuracy	NOUN
ajst-17702	94	7	in	in	ADP
ajst-17702	94	8	kitchen	kitchen	NOUN
ajst-17702	94	9	environments	environment	NOUN
ajst-17702	94	10	.	.	PUNCT
ajst-17702	95	1	this	this	DET
ajst-17702	95	2	research	research	NOUN
ajst-17702	95	3	contributes	contribute	VERB
ajst-17702	95	4	to	to	ADP
ajst-17702	95	5	the	the	DET
ajst-17702	95	6	field	field	NOUN
ajst-17702	95	7	of	of	ADP
ajst-17702	95	8	deep	deep	ADJ
ajst-17702	95	9	learning	learning	NOUN
ajst-17702	95	10	by	by	ADP
ajst-17702	95	11	offering	offer	VERB
ajst-17702	95	12	a	a	DET
ajst-17702	95	13	viable	viable	ADJ
ajst-17702	95	14	and	and	CCONJ
ajst-17702	95	15	user	user	NOUN
ajst-17702	95	16	-	-	PUNCT
ajst-17702	95	17	friendly	friendly	ADJ
ajst-17702	95	18	solution	solution	NOUN
ajst-17702	95	19	for	for	ADP
ajst-17702	95	20	visually	visually	ADV
ajst-17702	95	21	impaired	impair	VERB
ajst-17702	95	22	individuals	individual	NOUN
ajst-17702	95	23	in	in	ADP
ajst-17702	95	24	kitchen	kitchen	NOUN
ajst-17702	95	25	environments	environment	NOUN
ajst-17702	95	26	[	[	X
ajst-17702	95	27	30	30	NUM
ajst-17702	95	28	]	]	PUNCT
ajst-17702	95	29	.	.	PUNCT
ajst-17702	96	1	the	the	DET
ajst-17702	96	2	methodology	methodology	NOUN
ajst-17702	96	3	and	and	CCONJ
ajst-17702	96	4	findings	finding	NOUN
ajst-17702	96	5	of	of	ADP
ajst-17702	96	6	this	this	DET
ajst-17702	96	7	study	study	NOUN
ajst-17702	96	8	not	not	PART
ajst-17702	96	9	only	only	ADV
ajst-17702	96	10	pave	pave	VERB
ajst-17702	96	11	the	the	DET
ajst-17702	96	12	way	way	NOUN
ajst-17702	96	13	for	for	ADP
ajst-17702	96	14	further	further	ADJ
ajst-17702	96	15	advancements	advancement	NOUN
ajst-17702	96	16	in	in	ADP
ajst-17702	96	17	object	object	NOUN
ajst-17702	96	18	detection	detection	NOUN
ajst-17702	96	19	technologies	technology	NOUN
ajst-17702	96	20	for	for	ADP
ajst-17702	96	21	assistive	assistive	ADJ
ajst-17702	96	22	purposes	purpose	NOUN
ajst-17702	96	23	but	but	CCONJ
ajst-17702	96	24	also	also	ADV
ajst-17702	96	25	underscore	underscore	VERB
ajst-17702	96	26	the	the	DET
ajst-17702	96	27	importance	importance	NOUN
ajst-17702	96	28	of	of	ADP
ajst-17702	96	29	incorporating	incorporate	VERB
ajst-17702	96	30	accessibility	accessibility	NOUN
ajst-17702	96	31	features	feature	NOUN
ajst-17702	96	32	into	into	ADP
ajst-17702	96	33	everyday	everyday	ADJ
ajst-17702	96	34	technology	technology	NOUN
ajst-17702	96	35	.	.	PUNCT
ajst-17702	97	1	as	as	SCONJ
ajst-17702	97	2	technology	technology	NOUN
ajst-17702	97	3	continues	continue	VERB
ajst-17702	97	4	to	to	PART
ajst-17702	97	5	advance	advance	VERB
ajst-17702	97	6	,	,	PUNCT
ajst-17702	97	7	it	it	PRON
ajst-17702	97	8	holds	hold	VERB
ajst-17702	97	9	great	great	ADJ
ajst-17702	97	10	promise	promise	NOUN
ajst-17702	97	11	for	for	ADP
ajst-17702	97	12	further	far	ADV
ajst-17702	97	13	empowering	empower	VERB
ajst-17702	97	14	individuals	individual	NOUN
ajst-17702	97	15	with	with	ADP
ajst-17702	97	16	disabilities	disability	NOUN
ajst-17702	97	17	,	,	PUNCT
ajst-17702	97	18	enabling	enable	VERB
ajst-17702	97	19	them	they	PRON
ajst-17702	97	20	to	to	PART
ajst-17702	97	21	navigate	navigate	VERB
ajst-17702	97	22	and	and	CCONJ
ajst-17702	97	23	interact	interact	VERB
ajst-17702	97	24	with	with	ADP
ajst-17702	97	25	the	the	DET
ajst-17702	97	26	world	world	NOUN
ajst-17702	97	27	in	in	ADP
ajst-17702	97	28	ways	way	NOUN
ajst-17702	97	29	that	that	PRON
ajst-17702	97	30	were	be	AUX
ajst-17702	97	31	previously	previously	ADV
ajst-17702	97	32	challenging	challenging	ADJ
ajst-17702	97	33	or	or	CCONJ
ajst-17702	97	34	impossible	impossible	ADJ
ajst-17702	97	35	.	.	PUNCT
ajst-17702	98	1	references	reference	NOUN
ajst-17702	98	2	[	[	X
ajst-17702	98	3	1	1	NUM
ajst-17702	98	4	]	]	X
ajst-17702	98	5	liu	liu	PROPN
ajst-17702	98	6	,	,	PUNCT
ajst-17702	98	7	y.	y.	PROPN
ajst-17702	98	8	,	,	PUNCT
ajst-17702	98	9	yang	yang	PROPN
ajst-17702	98	10	,	,	PUNCT
ajst-17702	98	11	h.	h.	PROPN
ajst-17702	98	12	&	&	CCONJ
ajst-17702	98	13	wu	wu	PROPN
ajst-17702	98	14	,	,	PUNCT
ajst-17702	98	15	c.	c.	PROPN
ajst-17702	98	16	unveiling	unveil	VERB
ajst-17702	98	17	patterns	pattern	NOUN
ajst-17702	98	18	:	:	PUNCT
ajst-17702	98	19	a	a	DET
ajst-17702	98	20	study	study	NOUN
ajst-17702	98	21	on	on	ADP
ajst-17702	98	22	semi	semi	ADJ
ajst-17702	98	23	-	-	ADJ
ajst-17702	98	24	supervised	supervised	ADJ
ajst-17702	98	25	classification	classification	NOUN
ajst-17702	98	26	of	of	ADP
ajst-17702	98	27	strip	strip	NOUN
ajst-17702	98	28	surface	surface	NOUN
ajst-17702	98	29	defects	defect	NOUN
ajst-17702	98	30	.	.	PUNCT
ajst-17702	99	1	ieee	ieee	NOUN
ajst-17702	99	2	access	access	NOUN
ajst-17702	99	3	11	11	NUM
ajst-17702	99	4	,	,	PUNCT
ajst-17702	99	5	119933–119946	119933–119946	NUM
ajst-17702	99	6	(	(	PUNCT
ajst-17702	99	7	2023	2023	NUM
ajst-17702	99	8	)	)	PUNCT
ajst-17702	99	9	.	.	PUNCT
ajst-17702	100	1	[	[	X
ajst-17702	100	2	2	2	NUM
ajst-17702	100	3	]	]	PUNCT
ajst-17702	100	4	qiao	qiao	NOUN
ajst-17702	100	5	,	,	PUNCT
ajst-17702	100	6	y.	y.	PROPN
ajst-17702	100	7	,	,	PUNCT
ajst-17702	100	8	ni	ni	PROPN
ajst-17702	100	9	,	,	PUNCT
ajst-17702	100	10	f.	f.	PROPN
ajst-17702	100	11	,	,	PUNCT
ajst-17702	100	12	xia	xia	PROPN
ajst-17702	100	13	,	,	PUNCT
ajst-17702	100	14	t.	t.	PROPN
ajst-17702	100	15	,	,	PUNCT
ajst-17702	100	16	chen	chen	PROPN
ajst-17702	100	17	,	,	PUNCT
ajst-17702	100	18	w.	w.	PROPN
ajst-17702	100	19	&	&	CCONJ
ajst-17702	100	20	xiong	xiong	PROPN
ajst-17702	100	21	,	,	PUNCT
ajst-17702	100	22	j.	j.	PROPN
ajst-17702	100	23	automatic	automatic	ADJ
ajst-17702	100	24	recognition	recognition	NOUN
ajst-17702	100	25	of	of	ADP
ajst-17702	100	26	static	static	ADJ
ajst-17702	100	27	phenomena	phenomenon	NOUN
ajst-17702	100	28	in	in	ADP
ajst-17702	100	29	retouched	retouched	ADJ
ajst-17702	100	30	images	image	NOUN
ajst-17702	100	31	:	:	PUNCT
ajst-17702	100	32	a	a	DET
ajst-17702	100	33	novel	novel	ADJ
ajst-17702	100	34	approach	approach	NOUN
ajst-17702	100	35	.	.	PUNCT
ajst-17702	101	1	in	in	ADP
ajst-17702	101	2	the	the	DET
ajst-17702	101	3	1st	1st	ADJ
ajst-17702	101	4	international	international	ADJ
ajst-17702	101	5	scientific	scientific	ADJ
ajst-17702	101	6	and	and	CCONJ
ajst-17702	101	7	practical	practical	ADJ
ajst-17702	101	8	conference	conference	NOUN
ajst-17702	101	9	“	"	PUNCT
ajst-17702	101	10	advanced	advanced	ADJ
ajst-17702	101	11	technologies	technology	NOUN
ajst-17702	101	12	for	for	ADP
ajst-17702	101	13	the	the	DET
ajst-17702	101	14	implementation	implementation	NOUN
ajst-17702	101	15	of	of	ADP
ajst-17702	101	16	new	new	ADJ
ajst-17702	101	17	ideas”(january	ideas”(january	PROPN
ajst-17702	101	18	0912	0912	NUM
ajst-17702	101	19	,	,	PUNCT
ajst-17702	101	20	2024	2024	NUM
ajst-17702	101	21	)	)	PUNCT
ajst-17702	101	22	brussels	brussels	PROPN
ajst-17702	101	23	,	,	PUNCT
ajst-17702	101	24	belgium	belgium	PROPN
ajst-17702	101	25	.	.	PUNCT
ajst-17702	102	1	international	international	ADJ
ajst-17702	102	2	science	science	PROPN
ajst-17702	102	3	group	group	NOUN
ajst-17702	102	4	.	.	PUNCT
ajst-17702	103	1	2024	2024	NUM
ajst-17702	103	2	.	.	PUNCT
ajst-17702	104	1	349	349	NUM
ajst-17702	104	2	p.	p.	NOUN
ajst-17702	104	3	287	287	NUM
ajst-17702	104	4	(	(	PUNCT
ajst-17702	104	5	2024	2024	NUM
ajst-17702	104	6	)	)	PUNCT
ajst-17702	104	7	.	.	PUNCT
ajst-17702	105	1	[	[	X
ajst-17702	105	2	3	3	X
ajst-17702	105	3	]	]	X
ajst-17702	105	4	liang	liang	PROPN
ajst-17702	105	5	,	,	PUNCT
ajst-17702	105	6	z.	z.	PROPN
ajst-17702	105	7	et	et	PROPN
ajst-17702	105	8	al	al	PROPN
ajst-17702	105	9	.	.	PUNCT
ajst-17702	105	10	improving	improve	VERB
ajst-17702	105	11	code	code	NOUN
ajst-17702	105	12	-	-	PUNCT
ajst-17702	105	13	switching	switch	VERB
ajst-17702	105	14	and	and	CCONJ
ajst-17702	105	15	named	name	VERB
ajst-17702	105	16	entity	entity	NOUN
ajst-17702	105	17	recognition	recognition	NOUN
ajst-17702	105	18	in	in	ADP
ajst-17702	105	19	asr	asr	NOUN
ajst-17702	105	20	with	with	ADP
ajst-17702	105	21	speech	speech	NOUN
ajst-17702	105	22	editing	edit	VERB
ajst-17702	105	23	based	base	VERB
ajst-17702	105	24	data	datum	NOUN
ajst-17702	105	25	augmentation	augmentation	NOUN
ajst-17702	105	26	.	.	PUNCT
ajst-17702	106	1	preprint	preprint	NOUN
ajst-17702	106	2	at	at	ADP
ajst-17702	106	3	(	(	PUNCT
ajst-17702	106	4	2023	2023	NUM
ajst-17702	106	5	)	)	PUNCT
ajst-17702	106	6	.	.	PUNCT
ajst-17702	107	1	[	[	X
ajst-17702	107	2	4	4	X
ajst-17702	107	3	]	]	X
ajst-17702	107	4	ni	ni	PROPN
ajst-17702	107	5	,	,	PUNCT
ajst-17702	107	6	f.	f.	PROPN
ajst-17702	107	7	,	,	PUNCT
ajst-17702	107	8	zang	zang	PROPN
ajst-17702	107	9	,	,	PUNCT
ajst-17702	107	10	h.	h.	PROPN
ajst-17702	107	11	&	&	CCONJ
ajst-17702	107	12	qiao	qiao	PROPN
ajst-17702	107	13	,	,	PUNCT
ajst-17702	107	14	y.	y.	PROPN
ajst-17702	107	15	smartfix	smartfix	PROPN
ajst-17702	107	16	:	:	PUNCT
ajst-17702	107	17	leveraging	leverage	VERB
ajst-17702	107	18	machine	machine	NOUN
ajst-17702	107	19	learning	learning	NOUN
ajst-17702	107	20	for	for	ADP
ajst-17702	107	21	proactive	proactive	ADJ
ajst-17702	107	22	equipment	equipment	NOUN
ajst-17702	107	23	maintenance	maintenance	NOUN
ajst-17702	107	24	in	in	ADP
ajst-17702	107	25	industry	industry	NOUN
ajst-17702	107	26	4.0	4.0	NUM
ajst-17702	107	27	.	.	PUNCT
ajst-17702	108	1	in	in	ADP
ajst-17702	108	2	the	the	DET
ajst-17702	108	3	2nd	2nd	ADJ
ajst-17702	108	4	international	international	ADJ
ajst-17702	108	5	scientific	scientific	ADJ
ajst-17702	108	6	and	and	CCONJ
ajst-17702	108	7	practical	practical	ADJ
ajst-17702	108	8	conference	conference	NOUN
ajst-17702	108	9	“	"	PUNCT
ajst-17702	108	10	innovations	innovation	NOUN
ajst-17702	108	11	in	in	ADP
ajst-17702	108	12	education	education	NOUN
ajst-17702	108	13	:	:	PUNCT
ajst-17702	108	14	prospects	prospect	NOUN
ajst-17702	108	15	and	and	CCONJ
ajst-17702	108	16	challenges	challenge	NOUN
ajst-17702	108	17	of	of	ADP
ajst-17702	108	18	today”(january	today”(january	PROPN
ajst-17702	108	19	1619	1619	NUM
ajst-17702	108	20	,	,	PUNCT
ajst-17702	108	21	2024	2024	NUM
ajst-17702	108	22	)	)	PUNCT
ajst-17702	108	23	sofia	sofia	PROPN
ajst-17702	108	24	,	,	PUNCT
ajst-17702	108	25	bulgaria	bulgaria	PROPN
ajst-17702	108	26	.	.	PUNCT
ajst-17702	109	1	international	international	ADJ
ajst-17702	109	2	science	science	PROPN
ajst-17702	109	3	group	group	NOUN
ajst-17702	109	4	.	.	PUNCT
ajst-17702	110	1	2024	2024	NUM
ajst-17702	110	2	.	.	PUNCT
ajst-17702	111	1	389	389	NUM
ajst-17702	111	2	p.	p.	NOUN
ajst-17702	111	3	313	313	NUM
ajst-17702	111	4	(	(	PUNCT
ajst-17702	111	5	2024	2024	NUM
ajst-17702	111	6	)	)	PUNCT
ajst-17702	111	7	.	.	PUNCT
ajst-17702	112	1	[	[	X
ajst-17702	112	2	5	5	NUM
ajst-17702	112	3	]	]	SYM
ajst-17702	112	4	pan	pan	PROPN
ajst-17702	112	5	,	,	PUNCT
ajst-17702	112	6	z.	z.	PROPN
ajst-17702	112	7	et	et	PROPN
ajst-17702	112	8	al	al	PROPN
ajst-17702	112	9	.	.	PUNCT
ajst-17702	112	10	ising	ise	VERB
ajst-17702	112	11	-	-	PUNCT
ajst-17702	112	12	traffic	traffic	NOUN
ajst-17702	112	13	:	:	PUNCT
ajst-17702	112	14	using	use	VERB
ajst-17702	112	15	ising	ise	VERB
ajst-17702	112	16	machine	machine	NOUN
ajst-17702	112	17	learning	learn	VERB
ajst-17702	112	18	to	to	PART
ajst-17702	112	19	predict	predict	VERB
ajst-17702	112	20	traffic	traffic	NOUN
ajst-17702	112	21	congestion	congestion	NOUN
ajst-17702	112	22	under	under	ADP
ajst-17702	112	23	uncertainty	uncertainty	NOUN
ajst-17702	112	24	.	.	PUNCT
ajst-17702	113	1	proceedings	proceeding	NOUN
ajst-17702	113	2	of	of	ADP
ajst-17702	113	3	the	the	DET
ajst-17702	113	4	aaai	aaai	PROPN
ajst-17702	113	5	conference	conference	NOUN
ajst-17702	113	6	on	on	ADP
ajst-17702	113	7	artificial	artificial	ADJ
ajst-17702	113	8	intelligence	intelligence	NOUN
ajst-17702	113	9	37	37	NUM
ajst-17702	113	10	,	,	PUNCT
ajst-17702	113	11	9354–9363	9354–9363	NUM
ajst-17702	113	12	(	(	PUNCT
ajst-17702	113	13	2023	2023	NUM
ajst-17702	113	14	)	)	PUNCT
ajst-17702	113	15	.	.	PUNCT
ajst-17702	114	1	[	[	X
ajst-17702	114	2	6	6	NUM
ajst-17702	114	3	]	]	X
ajst-17702	114	4	liu	liu	PROPN
ajst-17702	114	5	,	,	PUNCT
ajst-17702	114	6	s.	s.	PROPN
ajst-17702	114	7	,	,	PUNCT
ajst-17702	114	8	wu	wu	PROPN
ajst-17702	114	9	,	,	PUNCT
ajst-17702	114	10	k.	k.	PROPN
ajst-17702	114	11	,	,	PUNCT
ajst-17702	114	12	jiang	jiang	PROPN
ajst-17702	114	13	,	,	PUNCT
ajst-17702	114	14	c.	c.	PROPN
ajst-17702	114	15	,	,	PUNCT
ajst-17702	114	16	huang	huang	PROPN
ajst-17702	114	17	,	,	PUNCT
ajst-17702	114	18	b.	b.	PROPN
ajst-17702	114	19	&	&	CCONJ
ajst-17702	114	20	ma	ma	PROPN
ajst-17702	114	21	,	,	PUNCT
ajst-17702	114	22	d.	d.	PROPN
ajst-17702	114	23	financial	financial	PROPN
ajst-17702	114	24	timeseries	timeserie	NOUN
ajst-17702	114	25	forecasting	forecast	VERB
ajst-17702	114	26	:	:	PUNCT
ajst-17702	114	27	towards	towards	ADP
ajst-17702	114	28	synergizing	synergize	VERB
ajst-17702	114	29	performance	performance	NOUN
ajst-17702	114	30	and	and	CCONJ
ajst-17702	114	31	interpretability	interpretability	NOUN
ajst-17702	114	32	within	within	ADP
ajst-17702	114	33	a	a	DET
ajst-17702	114	34	hybrid	hybrid	ADJ
ajst-17702	114	35	machine	machine	NOUN
ajst-17702	114	36	learning	learning	NOUN
ajst-17702	114	37	approach	approach	NOUN
ajst-17702	114	38	.	.	PUNCT
ajst-17702	115	1	preprint	preprint	NOUN
ajst-17702	115	2	at	at	ADP
ajst-17702	115	3	(	(	PUNCT
ajst-17702	115	4	2023	2023	NUM
ajst-17702	115	5	)	)	PUNCT
ajst-17702	115	6	.	.	PUNCT
ajst-17702	116	1	[	[	X
ajst-17702	116	2	7	7	X
ajst-17702	116	3	]	]	SYM
ajst-17702	116	4	li	li	PROPN
ajst-17702	116	5	,	,	PUNCT
ajst-17702	116	6	s.	s.	PROPN
ajst-17702	116	7	s.	s.	PROPN
ajst-17702	116	8	et	et	PROPN
ajst-17702	116	9	al	al	PROPN
ajst-17702	116	10	.	.	PUNCT
ajst-17702	117	1	a	a	DET
ajst-17702	117	2	quantitative	quantitative	ADJ
ajst-17702	117	3	approach	approach	NOUN
ajst-17702	117	4	to	to	PART
ajst-17702	117	5	understand	understand	VERB
ajst-17702	117	6	selfsupervised	selfsupervise	VERB
ajst-17702	117	7	models	model	NOUN
ajst-17702	117	8	as	as	ADP
ajst-17702	117	9	cross	cross	ADJ
ajst-17702	117	10	-	-	ADJ
ajst-17702	117	11	lingual	lingual	ADJ
ajst-17702	117	12	feature	feature	NOUN
ajst-17702	117	13	extractors	extractor	NOUN
ajst-17702	117	14	.	.	PUNCT
ajst-17702	118	1	preprint	preprint	NOUN
ajst-17702	118	2	at	at	ADP
ajst-17702	118	3	(	(	PUNCT
ajst-17702	118	4	2023	2023	NUM
ajst-17702	118	5	)	)	PUNCT
ajst-17702	118	6	.	.	PUNCT
ajst-17702	119	1	[	[	X
ajst-17702	119	2	8	8	NUM
ajst-17702	119	3	]	]	PUNCT
ajst-17702	119	4	qiao	qiao	NOUN
ajst-17702	119	5	,	,	PUNCT
ajst-17702	119	6	y.	y.	PROPN
ajst-17702	119	7	,	,	PUNCT
ajst-17702	119	8	jin	jin	PROPN
ajst-17702	119	9	,	,	PUNCT
ajst-17702	119	10	j.	j.	PROPN
ajst-17702	119	11	,	,	PUNCT
ajst-17702	119	12	ni	ni	PROPN
ajst-17702	119	13	,	,	PUNCT
ajst-17702	119	14	f.	f.	PROPN
ajst-17702	119	15	,	,	PUNCT
ajst-17702	119	16	yu	yu	PROPN
ajst-17702	119	17	,	,	PUNCT
ajst-17702	119	18	j.	j.	PROPN
ajst-17702	119	19	&	&	CCONJ
ajst-17702	119	20	chen	chen	PROPN
ajst-17702	119	21	,	,	PUNCT
ajst-17702	119	22	w.	w.	PROPN
ajst-17702	119	23	application	application	NOUN
ajst-17702	119	24	of	of	ADP
ajst-17702	119	25	machine	machine	NOUN
ajst-17702	119	26	learning	learning	NOUN
ajst-17702	119	27	in	in	ADP
ajst-17702	119	28	financial	financial	ADJ
ajst-17702	119	29	risk	risk	NOUN
ajst-17702	119	30	early	early	ADJ
ajst-17702	119	31	warning	warning	NOUN
ajst-17702	119	32	and	and	CCONJ
ajst-17702	119	33	regional	regional	ADJ
ajst-17702	119	34	prevention	prevention	NOUN
ajst-17702	119	35	and	and	CCONJ
ajst-17702	119	36	control	control	PROPN
ajst-17702	119	37	:	:	PUNCT
ajst-17702	119	38	a	a	DET
ajst-17702	119	39	systematic	systematic	ADJ
ajst-17702	119	40	analysis	analysis	NOUN
ajst-17702	119	41	based	base	VERB
ajst-17702	119	42	on	on	ADP
ajst-17702	119	43	shap	shap	PROPN
ajst-17702	119	44	.	.	PUNCT
ajst-17702	120	1	world	world	NOUN
ajst-17702	120	2	trends	trend	NOUN
ajst-17702	120	3	,	,	PUNCT
ajst-17702	120	4	realities	reality	NOUN
ajst-17702	120	5	and	and	CCONJ
ajst-17702	120	6	accompanying	accompany	VERB
ajst-17702	120	7	problems	problem	NOUN
ajst-17702	120	8	of	of	ADP
ajst-17702	120	9	development	development	NOUN
ajst-17702	120	10	331	331	NUM
ajst-17702	120	11	,	,	PUNCT
ajst-17702	120	12	(	(	PUNCT
ajst-17702	120	13	2023	2023	NUM
ajst-17702	120	14	)	)	PUNCT
ajst-17702	120	15	.	.	PUNCT
ajst-17702	121	1	[	[	X
ajst-17702	121	2	9	9	NUM
ajst-17702	121	3	]	]	SYM
ajst-17702	121	4	wei	wei	PROPN
ajst-17702	121	5	,	,	PUNCT
ajst-17702	121	6	j.	j.	PROPN
ajst-17702	121	7	,	,	PUNCT
ajst-17702	121	8	zhang	zhang	PROPN
ajst-17702	121	9	,	,	PUNCT
ajst-17702	121	10	y.	y.	PROPN
ajst-17702	121	11	,	,	PUNCT
ajst-17702	121	12	zhou	zhou	PROPN
ajst-17702	121	13	,	,	PUNCT
ajst-17702	121	14	z.	z.	PROPN
ajst-17702	121	15	,	,	PUNCT
ajst-17702	121	16	li	li	PROPN
ajst-17702	121	17	,	,	PUNCT
ajst-17702	121	18	z.	z.	PROPN
ajst-17702	121	19	&	&	CCONJ
ajst-17702	121	20	al	al	PROPN
ajst-17702	121	21	faruque	faruque	PROPN
ajst-17702	121	22	,	,	PUNCT
ajst-17702	121	23	m.	m.	NOUN
ajst-17702	121	24	a.	a.	PROPN
ajst-17702	121	25	leaky	leaky	PROPN
ajst-17702	121	26	dnn	dnn	PROPN
ajst-17702	121	27	:	:	PUNCT
ajst-17702	121	28	stealing	steal	VERB
ajst-17702	121	29	deep	deep	ADJ
ajst-17702	121	30	-	-	PUNCT
ajst-17702	121	31	learning	learn	VERB
ajst-17702	121	32	model	model	NOUN
ajst-17702	121	33	secret	secret	ADJ
ajst-17702	121	34	with	with	ADP
ajst-17702	121	35	gpu	gpu	PRON
ajst-17702	121	36	context	context	NOUN
ajst-17702	121	37	-	-	PUNCT
ajst-17702	121	38	switching	switch	VERB
ajst-17702	121	39	side	side	NOUN
ajst-17702	121	40	-	-	PUNCT
ajst-17702	121	41	channel	channel	NOUN
ajst-17702	121	42	.	.	PUNCT
ajst-17702	122	1	in	in	ADP
ajst-17702	122	2	2020	2020	NUM
ajst-17702	122	3	50th	50th	ADJ
ajst-17702	122	4	annual	annual	ADJ
ajst-17702	122	5	ieee	ieee	NOUN
ajst-17702	122	6	/	/	SYM
ajst-17702	122	7	ifip	ifip	PROPN
ajst-17702	122	8	international	international	ADJ
ajst-17702	122	9	conference	conference	NOUN
ajst-17702	122	10	on	on	ADP
ajst-17702	122	11	dependable	dependable	ADJ
ajst-17702	122	12	systems	system	NOUN
ajst-17702	122	13	and	and	CCONJ
ajst-17702	122	14	networks	network	NOUN
ajst-17702	122	15	(	(	PUNCT
ajst-17702	122	16	dsn	dsn	NOUN
ajst-17702	122	17	)	)	PUNCT
ajst-17702	122	18	125–137	125–137	NUM
ajst-17702	122	19	(	(	PUNCT
ajst-17702	122	20	2020	2020	NUM
ajst-17702	122	21	)	)	PUNCT
ajst-17702	122	22	.	.	PUNCT
ajst-17702	123	1	doi:10.1109	doi:10.1109	ADJ
ajst-17702	123	2	/	/	SYM
ajst-17702	123	3	dsn48063.2020.00031	dsn48063.2020.00031	NOUN
ajst-17702	123	4	.	.	PUNCT
ajst-17702	124	1	[	[	X
ajst-17702	124	2	10	10	NUM
ajst-17702	124	3	]	]	X
ajst-17702	124	4	xiao	xiao	PROPN
ajst-17702	124	5	,	,	PUNCT
ajst-17702	124	6	t.	t.	PROPN
ajst-17702	124	7	,	,	PUNCT
ajst-17702	124	8	zeng	zeng	PROPN
ajst-17702	124	9	,	,	PUNCT
ajst-17702	124	10	l.	l.	PROPN
ajst-17702	124	11	,	,	PUNCT
ajst-17702	124	12	shi	shi	PROPN
ajst-17702	124	13	,	,	PUNCT
ajst-17702	124	14	x.	x.	PROPN
ajst-17702	124	15	,	,	PUNCT
ajst-17702	124	16	zhu	zhu	PROPN
ajst-17702	124	17	,	,	PUNCT
ajst-17702	124	18	x.	x.	PROPN
ajst-17702	124	19	&	&	CCONJ
ajst-17702	124	20	wu	wu	PROPN
ajst-17702	124	21	,	,	PUNCT
ajst-17702	124	22	g.	g.	PROPN
ajst-17702	124	23	dual	dual	ADJ
ajst-17702	124	24	-	-	PUNCT
ajst-17702	124	25	graph	graph	NOUN
ajst-17702	124	26	learning	learn	VERB
ajst-17702	124	27	convolutional	convolutional	ADJ
ajst-17702	124	28	networks	network	NOUN
ajst-17702	124	29	for	for	ADP
ajst-17702	124	30	interpretable	interpretable	ADJ
ajst-17702	124	31	alzheimer	alzheimer	PROPN
ajst-17702	124	32	’s	’s	PART
ajst-17702	124	33	disease	disease	NOUN
ajst-17702	124	34	diagnosis	diagnosis	NOUN
ajst-17702	124	35	.	.	PUNCT
ajst-17702	125	1	in	in	ADP
ajst-17702	125	2	international	international	ADJ
ajst-17702	125	3	conference	conference	NOUN
ajst-17702	125	4	on	on	ADP
ajst-17702	125	5	medical	medical	ADJ
ajst-17702	125	6	image	image	NOUN
ajst-17702	125	7	computing	computing	NOUN
ajst-17702	125	8	and	and	CCONJ
ajst-17702	125	9	computer	computer	NOUN
ajst-17702	125	10	-	-	PUNCT
ajst-17702	125	11	assisted	assist	VERB
ajst-17702	125	12	intervention	intervention	NOUN
ajst-17702	125	13	406–415	406–415	NUM
ajst-17702	125	14	(	(	PUNCT
ajst-17702	125	15	2022	2022	NUM
ajst-17702	125	16	)	)	PUNCT
ajst-17702	125	17	.	.	PUNCT
ajst-17702	126	1	[	[	X
ajst-17702	126	2	11	11	NUM
ajst-17702	126	3	]	]	X
ajst-17702	126	4	zhang	zhang	PROPN
ajst-17702	126	5	,	,	PUNCT
ajst-17702	126	6	x.	x.	PROPN
ajst-17702	126	7	et	et	PROPN
ajst-17702	126	8	al	al	PROPN
ajst-17702	126	9	.	.	PUNCT
ajst-17702	127	1	a	a	DET
ajst-17702	127	2	brief	brief	ADJ
ajst-17702	127	3	survey	survey	NOUN
ajst-17702	127	4	of	of	ADP
ajst-17702	127	5	machine	machine	NOUN
ajst-17702	127	6	learning	learning	NOUN
ajst-17702	127	7	and	and	CCONJ
ajst-17702	127	8	deep	deep	ADJ
ajst-17702	127	9	learning	learning	NOUN
ajst-17702	127	10	techniques	technique	NOUN
ajst-17702	127	11	for	for	ADP
ajst-17702	127	12	e	e	NOUN
ajst-17702	127	13	-	-	NOUN
ajst-17702	127	14	commerce	commerce	NOUN
ajst-17702	127	15	research	research	NOUN
ajst-17702	127	16	.	.	PUNCT
ajst-17702	128	1	journal	journal	NOUN
ajst-17702	128	2	of	of	ADP
ajst-17702	128	3	theoretical	theoretical	ADJ
ajst-17702	128	4	and	and	CCONJ
ajst-17702	128	5	applied	apply	VERB
ajst-17702	128	6	electronic	electronic	ADJ
ajst-17702	128	7	commerce	commerce	NOUN
ajst-17702	128	8	research	research	NOUN
ajst-17702	128	9	18	18	NUM
ajst-17702	128	10	,	,	PUNCT
ajst-17702	128	11	2188–2216	2188–2216	NUM
ajst-17702	128	12	(	(	PUNCT
ajst-17702	128	13	2023	2023	NUM
ajst-17702	128	14	)	)	PUNCT
ajst-17702	128	15	.	.	PUNCT
ajst-17702	129	1	[	[	X
ajst-17702	129	2	12	12	NUM
ajst-17702	129	3	]	]	X
ajst-17702	129	4	mittal	mittal	NOUN
ajst-17702	129	5	,	,	PUNCT
ajst-17702	129	6	g.	g.	PROPN
ajst-17702	129	7	et	et	PROPN
ajst-17702	129	8	al	al	PROPN
ajst-17702	129	9	.	.	PROPN
ajst-17702	129	10	hyperstar	hyperstar	PROPN
ajst-17702	129	11	:	:	PUNCT
ajst-17702	129	12	task	task	NOUN
ajst-17702	129	13	-	-	PUNCT
ajst-17702	129	14	aware	aware	ADJ
ajst-17702	129	15	hyperparameters	hyperparameter	NOUN
ajst-17702	129	16	for	for	ADP
ajst-17702	129	17	deep	deep	ADJ
ajst-17702	129	18	networks	network	NOUN
ajst-17702	129	19	.	.	PUNCT
ajst-17702	130	1	preprint	preprint	NOUN
ajst-17702	130	2	at	at	ADP
ajst-17702	130	3	(	(	PUNCT
ajst-17702	130	4	2020	2020	NUM
ajst-17702	130	5	)	)	PUNCT
ajst-17702	130	6	.	.	PUNCT
ajst-17702	131	1	[	[	X
ajst-17702	131	2	13	13	NUM
ajst-17702	131	3	]	]	SYM
ajst-17702	131	4	su	su	PROPN
ajst-17702	131	5	,	,	PUNCT
ajst-17702	131	6	j.	j.	PROPN
ajst-17702	131	7	,	,	PUNCT
ajst-17702	131	8	nair	nair	PROPN
ajst-17702	131	9	,	,	PUNCT
ajst-17702	131	10	s.	s.	PROPN
ajst-17702	131	11	&	&	CCONJ
ajst-17702	131	12	popokh	popokh	PROPN
ajst-17702	131	13	,	,	PUNCT
ajst-17702	131	14	l.	l.	PROPN
ajst-17702	131	15	optimal	optimal	ADJ
ajst-17702	131	16	resource	resource	NOUN
ajst-17702	131	17	allocation	allocation	NOUN
ajst-17702	131	18	in	in	ADP
ajst-17702	131	19	sdn	sdn	PROPN
ajst-17702	131	20	/	/	SYM
ajst-17702	131	21	nfv	nfv	ADV
ajst-17702	131	22	-	-	PUNCT
ajst-17702	131	23	enabled	enable	VERB
ajst-17702	131	24	networks	network	NOUN
ajst-17702	131	25	via	via	ADP
ajst-17702	131	26	deep	deep	ADJ
ajst-17702	131	27	reinforcement	reinforcement	NOUN
ajst-17702	131	28	learning	learning	NOUN
ajst-17702	131	29	.	.	PUNCT
ajst-17702	132	1	in	in	ADP
ajst-17702	132	2	2022	2022	NUM
ajst-17702	132	3	ieee	ieee	NOUN
ajst-17702	132	4	ninth	ninth	ADJ
ajst-17702	132	5	international	international	ADJ
ajst-17702	132	6	conference	conference	NOUN
ajst-17702	132	7	on	on	ADP
ajst-17702	132	8	communications	communication	NOUN
ajst-17702	132	9	and	and	CCONJ
ajst-17702	132	10	networking	networking	NOUN
ajst-17702	132	11	(	(	PUNCT
ajst-17702	132	12	comnet	comnet	NOUN
ajst-17702	132	13	)	)	PUNCT
ajst-17702	132	14	1–7	1–7	NUM
ajst-17702	132	15	(	(	PUNCT
ajst-17702	132	16	2022	2022	NUM
ajst-17702	132	17	)	)	PUNCT
ajst-17702	132	18	.	.	PUNCT
ajst-17702	133	1	doi:10.1109	doi:10.1109	PROPN
ajst-17702	133	2	/	/	SYM
ajst-17702	133	3	comnet55492.2022.9998475	comnet55492.2022.9998475	PROPN
ajst-17702	133	4	.	.	PUNCT
ajst-17702	134	1	[	[	X
ajst-17702	134	2	14	14	NUM
ajst-17702	134	3	]	]	SYM
ajst-17702	134	4	li	li	PROPN
ajst-17702	134	5	,	,	PUNCT
ajst-17702	134	6	y.	y.	PROPN
ajst-17702	134	7	,	,	PUNCT
ajst-17702	134	8	liu	liu	PROPN
ajst-17702	134	9	,	,	PUNCT
ajst-17702	134	10	t.	t.	PROPN
ajst-17702	134	11	,	,	PUNCT
ajst-17702	134	12	jiang	jiang	PROPN
ajst-17702	134	13	,	,	PUNCT
ajst-17702	134	14	d.	d.	PROPN
ajst-17702	134	15	&	&	CCONJ
ajst-17702	134	16	meng	meng	PROPN
ajst-17702	134	17	,	,	PUNCT
ajst-17702	134	18	t.	t.	NOUN
ajst-17702	134	19	transfer	transfer	NOUN
ajst-17702	134	20	-	-	PUNCT
ajst-17702	134	21	learning	learning	NOUN
ajst-17702	134	22	-	-	PUNCT
ajst-17702	134	23	based	base	VERB
ajst-17702	134	24	network	network	NOUN
ajst-17702	134	25	traffic	traffic	NOUN
ajst-17702	134	26	automatic	automatic	ADJ
ajst-17702	134	27	generation	generation	NOUN
ajst-17702	134	28	framework	framework	NOUN
ajst-17702	134	29	.	.	PUNCT
ajst-17702	135	1	in	in	ADP
ajst-17702	135	2	2021	2021	NUM
ajst-17702	135	3	6th	6th	ADJ
ajst-17702	135	4	international	international	ADJ
ajst-17702	135	5	conference	conference	NOUN
ajst-17702	135	6	on	on	ADP
ajst-17702	135	7	intelligent	intelligent	ADJ
ajst-17702	135	8	computing	computing	NOUN
ajst-17702	135	9	and	and	CCONJ
ajst-17702	135	10	signal	signal	NOUN
ajst-17702	135	11	processing	processing	NOUN
ajst-17702	135	12	(	(	PUNCT
ajst-17702	135	13	icsp	icsp	ADJ
ajst-17702	135	14	)	)	PUNCT
ajst-17702	135	15	851–854	851–854	NUM
ajst-17702	135	16	(	(	PUNCT
ajst-17702	135	17	2021	2021	NUM
ajst-17702	135	18	)	)	PUNCT
ajst-17702	135	19	.	.	PUNCT
ajst-17702	136	1	doi:10.1109	doi:10.1109	PROPN
ajst-17702	136	2	/	/	SYM
ajst-17702	136	3	icsp51882.2021.9408767	icsp51882.2021.9408767	PROPN
ajst-17702	136	4	.	.	PUNCT
ajst-17702	137	1	[	[	X
ajst-17702	137	2	15	15	NUM
ajst-17702	137	3	]	]	X
ajst-17702	137	4	liu	liu	PROPN
ajst-17702	137	5	,	,	PUNCT
ajst-17702	137	6	k.	k.	PROPN
ajst-17702	137	7	,	,	PUNCT
ajst-17702	137	8	han	han	PROPN
ajst-17702	137	9	,	,	PUNCT
ajst-17702	137	10	y.	y.	PROPN
ajst-17702	137	11	,	,	PUNCT
ajst-17702	137	12	gong	gong	PROPN
ajst-17702	137	13	,	,	PUNCT
ajst-17702	137	14	z.	z.	PROPN
ajst-17702	137	15	&	&	CCONJ
ajst-17702	137	16	xu	xu	PROPN
ajst-17702	137	17	,	,	PUNCT
ajst-17702	137	18	h.	h.	PROPN
ajst-17702	137	19	low	low	ADJ
ajst-17702	137	20	-	-	PUNCT
ajst-17702	137	21	data	data	NOUN
ajst-17702	137	22	drug	drug	NOUN
ajst-17702	137	23	design	design	NOUN
ajst-17702	137	24	with	with	ADP
ajst-17702	137	25	few	few	ADJ
ajst-17702	137	26	-	-	PUNCT
ajst-17702	137	27	shot	shoot	VERB
ajst-17702	137	28	generative	generative	ADJ
ajst-17702	137	29	domain	domain	NOUN
ajst-17702	137	30	adaptation	adaptation	NOUN
ajst-17702	137	31	.	.	PUNCT
ajst-17702	138	1	bioengineering	bioengineere	VERB
ajst-17702	138	2	10	10	NUM
ajst-17702	138	3	,	,	PUNCT
ajst-17702	138	4	(	(	PUNCT
ajst-17702	138	5	2023	2023	NUM
ajst-17702	138	6	)	)	PUNCT
ajst-17702	138	7	.	.	PUNCT
ajst-17702	139	1	[	[	X
ajst-17702	139	2	16	16	NUM
ajst-17702	139	3	]	]	SYM
ajst-17702	139	4	si	si	PROPN
ajst-17702	139	5	,	,	PUNCT
ajst-17702	139	6	s.	s.	PROPN
ajst-17702	139	7	et	et	PROPN
ajst-17702	139	8	al	al	PROPN
ajst-17702	139	9	.	.	PROPN
ajst-17702	139	10	spokenwoz	spokenwoz	PROPN
ajst-17702	139	11	:	:	PUNCT
ajst-17702	139	12	a	a	DET
ajst-17702	139	13	large	large	ADJ
ajst-17702	139	14	-	-	PUNCT
ajst-17702	139	15	scale	scale	NOUN
ajst-17702	139	16	speech	speech	NOUN
ajst-17702	139	17	-	-	PUNCT
ajst-17702	139	18	text	text	NOUN
ajst-17702	139	19	benchmark	benchmark	NOUN
ajst-17702	139	20	for	for	ADP
ajst-17702	139	21	spoken	spoken	ADJ
ajst-17702	139	22	task	task	NOUN
ajst-17702	139	23	-	-	PUNCT
ajst-17702	139	24	oriented	orient	VERB
ajst-17702	139	25	dialogue	dialogue	NOUN
ajst-17702	139	26	agents	agent	NOUN
ajst-17702	139	27	.	.	PUNCT
ajst-17702	140	1	in	in	ADP
ajst-17702	140	2	thirty	thirty	NUM
ajst-17702	140	3	-	-	PUNCT
ajst-17702	140	4	seventh	seventh	ADJ
ajst-17702	140	5	conference	conference	NOUN
ajst-17702	140	6	on	on	ADP
ajst-17702	140	7	neural	neural	ADJ
ajst-17702	140	8	information	information	NOUN
ajst-17702	140	9	processing	processing	NOUN
ajst-17702	140	10	systems	system	NOUN
ajst-17702	140	11	datasets	dataset	NOUN
ajst-17702	140	12	and	and	CCONJ
ajst-17702	140	13	benchmarks	benchmark	NOUN
ajst-17702	140	14	track	track	NOUN
ajst-17702	140	15	(	(	PUNCT
ajst-17702	140	16	2023	2023	NUM
ajst-17702	140	17	)	)	PUNCT
ajst-17702	140	18	.	.	PUNCT
ajst-17702	141	1	[	[	X
ajst-17702	141	2	17	17	NUM
ajst-17702	141	3	]	]	X
ajst-17702	141	4	jin	jin	NOUN
ajst-17702	141	5	,	,	PUNCT
ajst-17702	141	6	x.	x.	PROPN
ajst-17702	141	7	,	,	PUNCT
ajst-17702	141	8	larson	larson	PROPN
ajst-17702	141	9	,	,	PUNCT
ajst-17702	141	10	j.	j.	PROPN
ajst-17702	141	11	,	,	PUNCT
ajst-17702	141	12	yang	yang	PROPN
ajst-17702	141	13	,	,	PUNCT
ajst-17702	141	14	w.	w.	PROPN
ajst-17702	141	15	&	&	CCONJ
ajst-17702	141	16	lin	lin	PROPN
ajst-17702	141	17	,	,	PUNCT
ajst-17702	141	18	z.	z.	PROPN
ajst-17702	141	19	binary	binary	PROPN
ajst-17702	141	20	code	code	PROPN
ajst-17702	141	21	summarization	summarization	NOUN
ajst-17702	141	22	:	:	PUNCT
ajst-17702	141	23	benchmarking	benchmarke	VERB
ajst-17702	141	24	chatgpt	chatgpt	NOUN
ajst-17702	141	25	/	/	SYM
ajst-17702	141	26	gpt-4	gpt-4	PUNCT
ajst-17702	141	27	and	and	CCONJ
ajst-17702	141	28	other	other	ADJ
ajst-17702	141	29	large	large	ADJ
ajst-17702	141	30	language	language	NOUN
ajst-17702	141	31	models	model	NOUN
ajst-17702	141	32	.	.	PUNCT
ajst-17702	142	1	preprint	preprint	NOUN
ajst-17702	142	2	at	at	ADP
ajst-17702	142	3	(	(	PUNCT
ajst-17702	142	4	2023	2023	NUM
ajst-17702	142	5	)	)	PUNCT
ajst-17702	142	6	.	.	PUNCT
ajst-17702	143	1	[	[	X
ajst-17702	143	2	18	18	NUM
ajst-17702	143	3	]	]	SYM
ajst-17702	143	4	gu	gu	NOUN
ajst-17702	143	5	,	,	PUNCT
ajst-17702	143	6	y.	y.	PROPN
ajst-17702	143	7	et	et	PROPN
ajst-17702	144	1	al	al	PROPN
ajst-17702	144	2	.	.	PROPN
ajst-17702	145	1	mutual	mutual	ADJ
ajst-17702	145	2	correlation	correlation	NOUN
ajst-17702	145	3	attentive	attentive	ADJ
ajst-17702	145	4	factors	factor	NOUN
ajst-17702	145	5	in	in	ADP
ajst-17702	145	6	dyadic	dyadic	ADJ
ajst-17702	145	7	fusion	fusion	NOUN
ajst-17702	145	8	networks	network	NOUN
ajst-17702	145	9	for	for	ADP
ajst-17702	145	10	speech	speech	NOUN
ajst-17702	145	11	emotion	emotion	NOUN
ajst-17702	145	12	recognition	recognition	NOUN
ajst-17702	145	13	.	.	PUNCT
ajst-17702	146	1	in	in	ADP
ajst-17702	146	2	proceedings	proceeding	NOUN
ajst-17702	146	3	of	of	ADP
ajst-17702	146	4	the	the	DET
ajst-17702	146	5	27th	27th	ADJ
ajst-17702	146	6	acm	acm	PROPN
ajst-17702	146	7	international	international	ADJ
ajst-17702	146	8	conference	conference	NOUN
ajst-17702	146	9	on	on	ADP
ajst-17702	146	10	multimedia	multimedia	PROPN
ajst-17702	146	11	157–166	157–166	NUM
ajst-17702	146	12	(	(	PUNCT
ajst-17702	146	13	association	association	NOUN
ajst-17702	146	14	for	for	ADP
ajst-17702	146	15	computing	computing	NOUN
ajst-17702	146	16	machinery	machinery	NOUN
ajst-17702	146	17	,	,	PUNCT
ajst-17702	146	18	new	new	PROPN
ajst-17702	146	19	york	york	PROPN
ajst-17702	146	20	,	,	PUNCT
ajst-17702	146	21	ny	ny	PROPN
ajst-17702	146	22	,	,	PUNCT
ajst-17702	146	23	usa	usa	PROPN
ajst-17702	146	24	,	,	PUNCT
ajst-17702	146	25	2019	2019	NUM
ajst-17702	146	26	)	)	PUNCT
ajst-17702	146	27	.	.	PUNCT
ajst-17702	147	1	doi:10.1145/3343031.3351039	doi:10.1145/3343031.3351039	NOUN
ajst-17702	147	2	.	.	PUNCT
ajst-17702	148	1	[	[	X
ajst-17702	148	2	19	19	NUM
ajst-17702	148	3	]	]	X
ajst-17702	148	4	jin	jin	NOUN
ajst-17702	148	5	,	,	PUNCT
ajst-17702	148	6	x.	x.	PROPN
ajst-17702	148	7	&	&	CCONJ
ajst-17702	148	8	wang	wang	PROPN
ajst-17702	148	9	,	,	PUNCT
ajst-17702	148	10	y.	y.	PROPN
ajst-17702	148	11	understand	understand	VERB
ajst-17702	148	12	legal	legal	ADJ
ajst-17702	148	13	documents	document	NOUN
ajst-17702	148	14	with	with	ADP
ajst-17702	148	15	contextualized	contextualized	ADJ
ajst-17702	148	16	large	large	ADJ
ajst-17702	148	17	language	language	NOUN
ajst-17702	148	18	models	model	NOUN
ajst-17702	148	19	.	.	PUNCT
ajst-17702	149	1	arxiv	arxiv	PROPN
ajst-17702	149	2	preprint	preprint	NOUN
ajst-17702	149	3	arxiv:2303.12135	arxiv:2303.12135	NOUN
ajst-17702	149	4	(	(	PUNCT
ajst-17702	149	5	2023	2023	NUM
ajst-17702	149	6	)	)	PUNCT
ajst-17702	149	7	.	.	PUNCT
ajst-17702	150	1	[	[	X
ajst-17702	150	2	20	20	NUM
ajst-17702	150	3	]	]	X
ajst-17702	150	4	chen	chen	PROPN
ajst-17702	150	5	,	,	PUNCT
ajst-17702	150	6	k.	k.	PROPN
ajst-17702	150	7	et	et	PROPN
ajst-17702	150	8	al	al	PROPN
ajst-17702	150	9	.	.	PROPN
ajst-17702	150	10	chemist	chemist	PROPN
ajst-17702	150	11	-	-	PUNCT
ajst-17702	150	12	x	x	NOUN
ajst-17702	150	13	:	:	PUNCT
ajst-17702	150	14	large	large	ADJ
ajst-17702	150	15	language	language	NOUN
ajst-17702	150	16	model	model	NOUN
ajst-17702	150	17	-	-	PUNCT
ajst-17702	150	18	empowered	empower	VERB
ajst-17702	150	19	agent	agent	NOUN
ajst-17702	150	20	for	for	ADP
ajst-17702	150	21	reaction	reaction	NOUN
ajst-17702	150	22	condition	condition	NOUN
ajst-17702	150	23	recommendation	recommendation	NOUN
ajst-17702	150	24	in	in	ADP
ajst-17702	150	25	chemical	chemical	ADJ
ajst-17702	150	26	synthesis	synthesis	NOUN
ajst-17702	150	27	.	.	PUNCT
ajst-17702	151	1	preprint	preprint	NOUN
ajst-17702	151	2	at	at	ADP
ajst-17702	151	3	(	(	PUNCT
ajst-17702	151	4	2024	2024	NUM
ajst-17702	151	5	)	)	PUNCT
ajst-17702	151	6	.	.	PUNCT
ajst-17702	152	1	184	184	NUM
ajst-17702	153	1	[	[	X
ajst-17702	153	2	21	21	NUM
ajst-17702	153	3	]	]	X
ajst-17702	153	4	chen	chen	PROPN
ajst-17702	153	5	,	,	PUNCT
ajst-17702	153	6	y.	y.	PROPN
ajst-17702	153	7	,	,	PUNCT
ajst-17702	153	8	arkin	arkin	PROPN
ajst-17702	153	9	,	,	PUNCT
ajst-17702	153	10	j.	j.	PROPN
ajst-17702	153	11	,	,	PUNCT
ajst-17702	153	12	zhang	zhang	PROPN
ajst-17702	153	13	,	,	PUNCT
ajst-17702	153	14	y.	y.	PROPN
ajst-17702	153	15	,	,	PUNCT
ajst-17702	153	16	roy	roy	PROPN
ajst-17702	153	17	,	,	PUNCT
ajst-17702	153	18	n.	n.	PROPN
ajst-17702	153	19	&	&	CCONJ
ajst-17702	153	20	fan	fan	PROPN
ajst-17702	153	21	,	,	PUNCT
ajst-17702	153	22	c.	c.	PROPN
ajst-17702	153	23	scalable	scalable	ADJ
ajst-17702	153	24	multi	multi	ADJ
ajst-17702	153	25	-	-	ADJ
ajst-17702	153	26	robot	robot	ADJ
ajst-17702	153	27	collaboration	collaboration	NOUN
ajst-17702	153	28	with	with	ADP
ajst-17702	153	29	large	large	ADJ
ajst-17702	153	30	language	language	NOUN
ajst-17702	153	31	models	model	NOUN
ajst-17702	153	32	:	:	PUNCT
ajst-17702	153	33	centralized	centralized	ADJ
ajst-17702	153	34	or	or	CCONJ
ajst-17702	153	35	decentralized	decentralized	ADJ
ajst-17702	153	36	systems	system	NOUN
ajst-17702	153	37	?	?	PUNCT
ajst-17702	153	38	preprint	preprint	NOUN
ajst-17702	153	39	at	at	ADP
ajst-17702	153	40	(	(	PUNCT
ajst-17702	153	41	2023	2023	NUM
ajst-17702	153	42	)	)	PUNCT
ajst-17702	153	43	.	.	PUNCT
ajst-17702	154	1	[	[	X
ajst-17702	154	2	22	22	NUM
ajst-17702	154	3	]	]	X
ajst-17702	154	4	guo	guo	PROPN
ajst-17702	154	5	,	,	PUNCT
ajst-17702	154	6	z.	z.	PROPN
ajst-17702	154	7	&	&	CCONJ
ajst-17702	154	8	cao	cao	PROPN
ajst-17702	154	9	,	,	PUNCT
ajst-17702	154	10	y.	y.	PROPN
ajst-17702	154	11	sa	sa	PROPN
ajst-17702	154	12	-	-	PUNCT
ajst-17702	154	13	cnn	cnn	PROPN
ajst-17702	154	14	:	:	PUNCT
ajst-17702	154	15	application	application	NOUN
ajst-17702	154	16	to	to	ADP
ajst-17702	154	17	text	text	NOUN
ajst-17702	154	18	categorization	categorization	NOUN
ajst-17702	154	19	issues	issue	NOUN
ajst-17702	154	20	using	use	VERB
ajst-17702	154	21	simulated	simulated	ADJ
ajst-17702	154	22	annealing	annealing	NOUN
ajst-17702	154	23	-	-	PUNCT
ajst-17702	154	24	based	base	VERB
ajst-17702	154	25	convolutional	convolutional	ADJ
ajst-17702	154	26	neural	neural	ADJ
ajst-17702	154	27	network	network	NOUN
ajst-17702	154	28	optimization	optimization	NOUN
ajst-17702	154	29	.	.	PUNCT
ajst-17702	155	1	in	in	ADP
ajst-17702	155	2	proceedings	proceeding	NOUN
ajst-17702	155	3	of	of	ADP
ajst-17702	155	4	the	the	DET
ajst-17702	155	5	2022	2022	NUM
ajst-17702	155	6	6th	6th	ADJ
ajst-17702	155	7	international	international	ADJ
ajst-17702	155	8	conference	conference	NOUN
ajst-17702	155	9	on	on	ADP
ajst-17702	155	10	electronic	electronic	ADJ
ajst-17702	155	11	information	information	NOUN
ajst-17702	155	12	technology	technology	NOUN
ajst-17702	155	13	and	and	CCONJ
ajst-17702	155	14	computer	computer	NOUN
ajst-17702	155	15	engineering	engineering	NOUN
ajst-17702	155	16	(	(	PUNCT
ajst-17702	155	17	acm	acm	PROPN
ajst-17702	155	18	,	,	PUNCT
ajst-17702	155	19	2022	2022	NUM
ajst-17702	155	20	)	)	PUNCT
ajst-17702	155	21	.	.	PUNCT
ajst-17702	156	1	doi:10.1145/3573428.3573788	doi:10.1145/3573428.3573788	NOUN
ajst-17702	156	2	.	.	PUNCT
ajst-17702	157	1	[	[	X
ajst-17702	157	2	23	23	NUM
ajst-17702	157	3	]	]	SYM
ajst-17702	157	4	li	li	PROPN
ajst-17702	157	5	,	,	PUNCT
ajst-17702	157	6	q.	q.	PROPN
ajst-17702	157	7	,	,	PUNCT
ajst-17702	157	8	hu	hu	PROPN
ajst-17702	157	9	,	,	PUNCT
ajst-17702	157	10	y.	y.	PROPN
ajst-17702	157	11	,	,	PUNCT
ajst-17702	157	12	dong	dong	PROPN
ajst-17702	157	13	,	,	PUNCT
ajst-17702	157	14	y.	y.	PROPN
ajst-17702	157	15	,	,	PUNCT
ajst-17702	157	16	zhang	zhang	PROPN
ajst-17702	157	17	,	,	PUNCT
ajst-17702	157	18	d.	d.	PROPN
ajst-17702	157	19	&	&	CCONJ
ajst-17702	157	20	chen	chen	PROPN
ajst-17702	157	21	,	,	PUNCT
ajst-17702	157	22	y.	y.	PROPN
ajst-17702	157	23	focus	focus	VERB
ajst-17702	157	24	on	on	ADP
ajst-17702	157	25	hiders	hider	NOUN
ajst-17702	157	26	:	:	PUNCT
ajst-17702	157	27	exploring	explore	VERB
ajst-17702	157	28	hidden	hide	VERB
ajst-17702	157	29	threats	threat	NOUN
ajst-17702	157	30	for	for	ADP
ajst-17702	157	31	enhancing	enhance	VERB
ajst-17702	157	32	adversarial	adversarial	ADJ
ajst-17702	157	33	training	training	NOUN
ajst-17702	157	34	.	.	PUNCT
ajst-17702	158	1	arxiv	arxiv	PROPN
ajst-17702	158	2	preprint	preprint	VERB
ajst-17702	158	3	arxiv:2312.07067	arxiv:2312.07067	NOUN
ajst-17702	158	4	(	(	PUNCT
ajst-17702	158	5	2023	2023	NUM
ajst-17702	158	6	)	)	PUNCT
ajst-17702	158	7	.	.	PUNCT
ajst-17702	159	1	[	[	X
ajst-17702	159	2	24	24	NUM
ajst-17702	159	3	]	]	X
ajst-17702	159	4	xiao	xiao	PROPN
ajst-17702	159	5	,	,	PUNCT
ajst-17702	159	6	y.	y.	PROPN
ajst-17702	159	7	&	&	CCONJ
ajst-17702	159	8	alam	alam	PROPN
ajst-17702	159	9	,	,	PUNCT
ajst-17702	159	10	f.	f.	PROPN
ajst-17702	159	11	nexus	nexus	PROPN
ajst-17702	159	12	at	at	ADP
ajst-17702	159	13	araieval	araieval	PROPN
ajst-17702	159	14	shared	share	VERB
ajst-17702	159	15	task	task	NOUN
ajst-17702	159	16	:	:	PUNCT
ajst-17702	159	17	finetuning	finetune	VERB
ajst-17702	159	18	arabic	arabic	ADJ
ajst-17702	159	19	language	language	NOUN
ajst-17702	159	20	models	model	NOUN
ajst-17702	159	21	for	for	ADP
ajst-17702	159	22	propaganda	propaganda	NOUN
ajst-17702	159	23	and	and	CCONJ
ajst-17702	159	24	disinformation	disinformation	NOUN
ajst-17702	159	25	detection	detection	NOUN
ajst-17702	159	26	.	.	PUNCT
ajst-17702	160	1	preprint	preprint	NOUN
ajst-17702	160	2	at	at	ADP
ajst-17702	160	3	(	(	PUNCT
ajst-17702	160	4	2023	2023	NUM
ajst-17702	160	5	)	)	PUNCT
ajst-17702	160	6	.	.	PUNCT
ajst-17702	161	1	[	[	X
ajst-17702	161	2	25	25	NUM
ajst-17702	161	3	]	]	PUNCT
ajst-17702	161	4	ukey	ukey	ADJ
ajst-17702	161	5	,	,	PUNCT
ajst-17702	161	6	n.	n.	PROPN
ajst-17702	161	7	et	et	PROPN
ajst-17702	161	8	al	al	PROPN
ajst-17702	161	9	.	.	PROPN
ajst-17702	161	10	survey	survey	NOUN
ajst-17702	161	11	on	on	ADP
ajst-17702	161	12	exact	exact	ADJ
ajst-17702	161	13	knn	knn	PROPN
ajst-17702	161	14	queries	query	NOUN
ajst-17702	161	15	over	over	ADP
ajst-17702	161	16	highdimensional	highdimensional	ADJ
ajst-17702	161	17	data	datum	NOUN
ajst-17702	161	18	space	space	NOUN
ajst-17702	161	19	.	.	PUNCT
ajst-17702	162	1	sensors	sensor	NOUN
ajst-17702	162	2	23	23	NUM
ajst-17702	162	3	,	,	PUNCT
ajst-17702	162	4	(	(	PUNCT
ajst-17702	162	5	2023	2023	NUM
ajst-17702	162	6	)	)	PUNCT
ajst-17702	162	7	.	.	PUNCT
ajst-17702	163	1	[	[	X
ajst-17702	163	2	26	26	NUM
ajst-17702	163	3	]	]	X
ajst-17702	163	4	wantlin	wantlin	NOUN
ajst-17702	163	5	,	,	PUNCT
ajst-17702	163	6	k.	k.	PROPN
ajst-17702	163	7	et	et	PROPN
ajst-17702	163	8	al	al	PROPN
ajst-17702	163	9	.	.	PROPN
ajst-17702	163	10	benchmd	benchmd	PROPN
ajst-17702	163	11	:	:	PUNCT
ajst-17702	163	12	a	a	DET
ajst-17702	163	13	benchmark	benchmark	NOUN
ajst-17702	163	14	for	for	ADP
ajst-17702	163	15	modalityagnostic	modalityagnostic	ADJ
ajst-17702	163	16	learning	learning	NOUN
ajst-17702	163	17	on	on	ADP
ajst-17702	163	18	medical	medical	ADJ
ajst-17702	163	19	images	image	NOUN
ajst-17702	163	20	and	and	CCONJ
ajst-17702	163	21	sensors	sensor	NOUN
ajst-17702	163	22	.	.	PUNCT
ajst-17702	164	1	arxiv	arxiv	PROPN
ajst-17702	164	2	preprint	preprint	VERB
ajst-17702	164	3	arxiv:2304.08486	arxiv:2304.08486	PROPN
ajst-17702	164	4	(	(	PUNCT
ajst-17702	164	5	2023	2023	NUM
ajst-17702	164	6	)	)	PUNCT
ajst-17702	164	7	.	.	PUNCT
ajst-17702	165	1	[	[	X
ajst-17702	165	2	27	27	NUM
ajst-17702	165	3	]	]	SYM
ajst-17702	165	4	li	li	PROPN
ajst-17702	165	5	,	,	PUNCT
ajst-17702	165	6	l.	l.	PROPN
ajst-17702	165	7	cpseg	cpseg	PROPN
ajst-17702	165	8	:	:	PUNCT
ajst-17702	165	9	finer	fine	ADJ
ajst-17702	165	10	-	-	PUNCT
ajst-17702	165	11	grained	grain	VERB
ajst-17702	165	12	image	image	NOUN
ajst-17702	165	13	semantic	semantic	ADJ
ajst-17702	165	14	segmentation	segmentation	NOUN
ajst-17702	165	15	via	via	ADP
ajst-17702	165	16	chain	chain	NOUN
ajst-17702	165	17	-	-	PUNCT
ajst-17702	165	18	of	of	ADP
ajst-17702	165	19	-	-	PUNCT
ajst-17702	165	20	thought	thought	NOUN
ajst-17702	165	21	language	language	NOUN
ajst-17702	165	22	prompting	prompt	VERB
ajst-17702	165	23	.	.	PUNCT
ajst-17702	166	1	preprint	preprint	NOUN
ajst-17702	166	2	at	at	ADP
ajst-17702	166	3	(	(	PUNCT
ajst-17702	166	4	2023	2023	NUM
ajst-17702	166	5	)	)	PUNCT
ajst-17702	166	6	.	.	PUNCT
ajst-17702	167	1	[	[	X
ajst-17702	167	2	28	28	NUM
ajst-17702	167	3	]	]	PUNCT
ajst-17702	167	4	popokh	popokh	VERB
ajst-17702	167	5	,	,	PUNCT
ajst-17702	167	6	l.	l.	PROPN
ajst-17702	167	7	,	,	PUNCT
ajst-17702	167	8	su	su	PROPN
ajst-17702	167	9	,	,	PUNCT
ajst-17702	167	10	j.	j.	PROPN
ajst-17702	167	11	,	,	PUNCT
ajst-17702	167	12	nair	nair	PROPN
ajst-17702	167	13	,	,	PUNCT
ajst-17702	167	14	s.	s.	PROPN
ajst-17702	167	15	&	&	CCONJ
ajst-17702	167	16	olinick	olinick	PROPN
ajst-17702	167	17	,	,	PUNCT
ajst-17702	167	18	e.	e.	PROPN
ajst-17702	167	19	illumicore	illumicore	PROPN
ajst-17702	167	20	:	:	PUNCT
ajst-17702	167	21	optimization	optimization	NOUN
ajst-17702	167	22	modeling	modeling	NOUN
ajst-17702	167	23	and	and	CCONJ
ajst-17702	167	24	implementation	implementation	NOUN
ajst-17702	167	25	for	for	ADP
ajst-17702	167	26	efficient	efficient	ADJ
ajst-17702	167	27	vnf	vnf	NOUN
ajst-17702	167	28	placement	placement	NOUN
ajst-17702	167	29	.	.	PUNCT
ajst-17702	168	1	in	in	ADP
ajst-17702	168	2	2021	2021	NUM
ajst-17702	168	3	international	international	ADJ
ajst-17702	168	4	conference	conference	NOUN
ajst-17702	168	5	on	on	ADP
ajst-17702	168	6	software	software	NOUN
ajst-17702	168	7	,	,	PUNCT
ajst-17702	168	8	telecommunications	telecommunications	NOUN
ajst-17702	168	9	and	and	CCONJ
ajst-17702	168	10	computer	computer	NOUN
ajst-17702	168	11	networks	network	NOUN
ajst-17702	168	12	(	(	PUNCT
ajst-17702	168	13	softcom	softcom	PROPN
ajst-17702	168	14	)	)	PUNCT
ajst-17702	168	15	1–7	1–7	NUM
ajst-17702	168	16	(	(	PUNCT
ajst-17702	168	17	2021	2021	NUM
ajst-17702	168	18	)	)	PUNCT
ajst-17702	168	19	.	.	PUNCT
ajst-17702	169	1	[	[	X
ajst-17702	169	2	29	29	NUM
ajst-17702	169	3	]	]	X
ajst-17702	169	4	wang	wang	PROPN
ajst-17702	169	5	,	,	PUNCT
ajst-17702	169	6	h.	h.	PROPN
ajst-17702	169	7	et	et	PROPN
ajst-17702	169	8	al	al	PROPN
ajst-17702	169	9	.	.	PROPN
ajst-17702	169	10	quantpipe	quantpipe	PROPN
ajst-17702	169	11	:	:	PUNCT
ajst-17702	169	12	applying	apply	VERB
ajst-17702	169	13	adaptive	adaptive	ADJ
ajst-17702	169	14	post	post	ADJ
ajst-17702	169	15	-	-	ADJ
ajst-17702	169	16	training	training	ADJ
ajst-17702	169	17	quantization	quantization	NOUN
ajst-17702	169	18	for	for	ADP
ajst-17702	169	19	distributed	distribute	VERB
ajst-17702	169	20	transformer	transformer	NOUN
ajst-17702	169	21	pipelines	pipeline	NOUN
ajst-17702	169	22	in	in	ADP
ajst-17702	169	23	dynamic	dynamic	ADJ
ajst-17702	169	24	edge	edge	NOUN
ajst-17702	169	25	environments	environment	NOUN
ajst-17702	169	26	.	.	PUNCT
ajst-17702	170	1	in	in	ADP
ajst-17702	170	2	icassp	icassp	ADJ
ajst-17702	170	3	2023	2023	NUM
ajst-17702	170	4	-	-	SYM
ajst-17702	170	5	2023	2023	NUM
ajst-17702	170	6	ieee	ieee	NOUN
ajst-17702	170	7	international	international	ADJ
ajst-17702	170	8	conference	conference	NOUN
ajst-17702	170	9	on	on	ADP
ajst-17702	170	10	acoustics	acoustic	NOUN
ajst-17702	170	11	,	,	PUNCT
ajst-17702	170	12	speech	speech	NOUN
ajst-17702	170	13	and	and	CCONJ
ajst-17702	170	14	signal	signal	NOUN
ajst-17702	170	15	processing	processing	NOUN
ajst-17702	170	16	(	(	PUNCT
ajst-17702	170	17	icassp	icassp	X
ajst-17702	170	18	)	)	PUNCT
ajst-17702	170	19	1–5	1–5	PROPN
ajst-17702	170	20	(	(	PUNCT
ajst-17702	170	21	2023	2023	NUM
ajst-17702	170	22	)	)	PUNCT
ajst-17702	170	23	.	.	PUNCT
ajst-17702	171	1	[	[	X
ajst-17702	171	2	30	30	NUM
ajst-17702	171	3	]	]	PUNCT
ajst-17702	171	4	xu	xu	PROPN
ajst-17702	171	5	,	,	PUNCT
ajst-17702	171	6	c.	c.	PROPN
ajst-17702	171	7	,	,	PUNCT
ajst-17702	171	8	yu	yu	PROPN
ajst-17702	171	9	,	,	PUNCT
ajst-17702	171	10	j.	j.	PROPN
ajst-17702	171	11	,	,	PUNCT
ajst-17702	171	12	chen	chen	PROPN
ajst-17702	171	13	,	,	PUNCT
ajst-17702	171	14	w.	w.	PROPN
ajst-17702	171	15	&	&	CCONJ
ajst-17702	171	16	xiong	xiong	PROPN
ajst-17702	171	17	,	,	PUNCT
ajst-17702	171	18	j.	j.	PROPN
ajst-17702	171	19	deep	deep	PROPN
ajst-17702	171	20	learning	learning	NOUN
ajst-17702	171	21	in	in	ADP
ajst-17702	171	22	photovoltaic	photovoltaic	NOUN
ajst-17702	171	23	power	power	NOUN
ajst-17702	171	24	generation	generation	NOUN
ajst-17702	171	25	forecasting	forecasting	NOUN
ajst-17702	171	26	:	:	PUNCT
ajst-17702	171	27	cnn	cnn	PROPN
ajst-17702	171	28	-	-	PUNCT
ajst-17702	171	29	lstm	lstm	ADJ
ajst-17702	171	30	hybrid	hybrid	ADJ
ajst-17702	171	31	neural	neural	ADJ
ajst-17702	171	32	network	network	NOUN
ajst-17702	171	33	exploration	exploration	NOUN
ajst-17702	171	34	and	and	CCONJ
ajst-17702	171	35	research	research	NOUN
ajst-17702	171	36	.	.	PUNCT
ajst-17702	172	1	in	in	ADP
ajst-17702	172	2	the	the	DET
ajst-17702	172	3	3rd	3rd	ADJ
ajst-17702	172	4	international	international	ADJ
ajst-17702	172	5	scientific	scientific	ADJ
ajst-17702	172	6	and	and	CCONJ
ajst-17702	172	7	practical	practical	ADJ
ajst-17702	172	8	conference	conference	NOUN
ajst-17702	172	9	“	"	PUNCT
ajst-17702	172	10	technologies	technology	NOUN
ajst-17702	172	11	in	in	ADP
ajst-17702	172	12	education	education	NOUN
ajst-17702	172	13	in	in	ADP
ajst-17702	172	14	schools	school	NOUN
ajst-17702	172	15	and	and	CCONJ
ajst-17702	172	16	universities”(january	universities”(january	ADJ
ajst-17702	172	17	23	23	NUM
ajst-17702	172	18	-	-	SYM
ajst-17702	172	19	26	26	NUM
ajst-17702	172	20	,	,	PUNCT
ajst-17702	172	21	2024	2024	NUM
ajst-17702	172	22	)	)	PUNCT
ajst-17702	172	23	athens	athens	PROPN
ajst-17702	172	24	,	,	PUNCT
ajst-17702	172	25	greece	greece	PROPN
ajst-17702	172	26	.	.	PUNCT
ajst-17702	172	27	international	international	PROPN
ajst-17702	172	28	science	science	PROPN
ajst-17702	172	29	group	group	NOUN
ajst-17702	172	30	.	.	PUNCT
ajst-17702	173	1	2024	2024	NUM
ajst-17702	173	2	.	.	PUNCT
ajst-17702	174	1	363	363	NUM
ajst-17702	174	2	p.	p.	NOUN
ajst-17702	174	3	295	295	NUM
ajst-17702	174	4	(	(	PUNCT
ajst-17702	174	5	2024	2024	NUM
ajst-17702	174	6	)	)	PUNCT
ajst-17702	174	7	.	.	PUNCT