id	sid	tid	token	lemma	pos
assc-56392	1	1	advances	advance	NOUN
assc-56392	1	2	in	in	ADP
assc-56392	1	3	social	social	ADJ
assc-56392	1	4	science	science	NOUN
assc-56392	1	5	and	and	CCONJ
assc-56392	1	6	culture	culture	NOUN
assc-56392	1	7	issn	issn	VERB
assc-56392	1	8	2640	2640	NUM
assc-56392	1	9	-	-	SYM
assc-56392	1	10	9682	9682	NUM
assc-56392	1	11	(	(	PUNCT
assc-56392	1	12	print	print	NOUN
assc-56392	1	13	)	)	PUNCT
assc-56392	1	14	issn	issn	PROPN
assc-56392	1	15	2640	2640	NUM
assc-56392	1	16	-	-	SYM
assc-56392	1	17	9674	9674	NUM
assc-56392	1	18	(	(	PUNCT
assc-56392	1	19	online	online	ADJ
assc-56392	1	20	)	)	PUNCT
assc-56392	1	21	vol	vol	NOUN
assc-56392	1	22	.	.	PROPN
assc-56392	2	1	7	7	NUM
assc-56392	2	2	,	,	PUNCT
assc-56392	2	3	no	no	INTJ
assc-56392	2	4	.	.	NOUN
assc-56392	2	5	4	4	NUM
assc-56392	2	6	,	,	PUNCT
assc-56392	2	7	2025	2025	NUM
assc-56392	2	8	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	NUM
assc-56392	2	9	108	108	NUM
assc-56392	2	10	original	original	ADJ
assc-56392	2	11	paper	paper	NOUN
assc-56392	2	12	the	the	DET
assc-56392	2	13	application	application	NOUN
assc-56392	2	14	and	and	CCONJ
assc-56392	2	15	challenges	challenge	NOUN
assc-56392	2	16	of	of	ADP
assc-56392	2	17	3d	3d	NUM
assc-56392	2	18	model	model	NOUN
assc-56392	2	19	retrieval	retrieval	NOUN
assc-56392	2	20	technology	technology	NOUN
assc-56392	2	21	in	in	ADP
assc-56392	2	22	the	the	DET
assc-56392	2	23	information	information	NOUN
assc-56392	2	24	age	age	NOUN
assc-56392	2	25	ziqi	ziqi	NOUN
assc-56392	2	26	shi1	shi1	VERB
assc-56392	2	27	1	1	NUM
assc-56392	2	28	school	school	NOUN
assc-56392	2	29	of	of	ADP
assc-56392	2	30	information	information	NOUN
assc-56392	2	31	technology	technology	NOUN
assc-56392	2	32	engineering	engineering	NOUN
assc-56392	2	33	,	,	PUNCT
assc-56392	2	34	tianjin	tianjin	PROPN
assc-56392	2	35	university	university	PROPN
assc-56392	2	36	of	of	ADP
assc-56392	2	37	technology	technology	NOUN
assc-56392	2	38	and	and	CCONJ
assc-56392	2	39	education	education	NOUN
assc-56392	2	40	,	,	PUNCT
assc-56392	2	41	tianjin	tianjin	PROPN
assc-56392	2	42	,	,	PUNCT
assc-56392	2	43	china	china	PROPN
assc-56392	2	44	received	receive	VERB
assc-56392	2	45	:	:	PUNCT
assc-56392	2	46	june	june	PROPN
assc-56392	2	47	07	07	NUM
assc-56392	2	48	,	,	PUNCT
assc-56392	2	49	2025	2025	NUM
assc-56392	2	50	accepted	accept	VERB
assc-56392	2	51	:	:	PUNCT
assc-56392	2	52	july	july	PROPN
assc-56392	2	53	29	29	NUM
assc-56392	2	54	,	,	PUNCT
assc-56392	2	55	2025	2025	NUM
assc-56392	2	56	online	online	ADV
assc-56392	2	57	published	publish	VERB
assc-56392	2	58	:	:	PUNCT
assc-56392	2	59	august	august	PROPN
assc-56392	2	60	15	15	NUM
assc-56392	2	61	,	,	PUNCT
assc-56392	2	62	2025	2025	NUM
assc-56392	2	63	doi:10.22158	doi:10.22158	NOUN
assc-56392	2	64	/	/	SYM
assc-56392	2	65	assc.v7n4p108	assc.v7n4p108	PROPN
assc-56392	2	66	url	url	PROPN
assc-56392	2	67	:	:	PUNCT
assc-56392	2	68	http://dx.doi.org/10.22158/assc.v7n4p108	http://dx.doi.org/10.22158/assc.v7n4p108	X
assc-56392	2	69	abstract	abstract	ADV
assc-56392	2	70	in	in	ADP
assc-56392	2	71	recent	recent	ADJ
assc-56392	2	72	years	year	NOUN
assc-56392	2	73	,	,	PUNCT
assc-56392	2	74	with	with	ADP
assc-56392	2	75	the	the	DET
assc-56392	2	76	continuous	continuous	ADJ
assc-56392	2	77	development	development	NOUN
assc-56392	2	78	of	of	ADP
assc-56392	2	79	computer	computer	NOUN
assc-56392	2	80	vision	vision	NOUN
assc-56392	2	81	,	,	PUNCT
assc-56392	2	82	3d	3d	PROPN
assc-56392	2	83	model	model	PROPN
assc-56392	2	84	retrieval	retrieval	NOUN
assc-56392	2	85	technology	technology	NOUN
assc-56392	2	86	has	have	AUX
assc-56392	2	87	also	also	ADV
assc-56392	2	88	made	make	VERB
assc-56392	2	89	certain	certain	ADJ
assc-56392	2	90	progress	progress	NOUN
assc-56392	2	91	.	.	PUNCT
assc-56392	3	1	this	this	DET
assc-56392	3	2	paper	paper	NOUN
assc-56392	3	3	mainly	mainly	ADV
assc-56392	3	4	describes	describe	VERB
assc-56392	3	5	some	some	DET
assc-56392	3	6	application	application	NOUN
assc-56392	3	7	scenarios	scenario	NOUN
assc-56392	3	8	of	of	ADP
assc-56392	3	9	3d	3d	PROPN
assc-56392	3	10	model	model	NOUN
assc-56392	3	11	retrieval	retrieval	NOUN
assc-56392	3	12	technology	technology	NOUN
assc-56392	3	13	and	and	CCONJ
assc-56392	3	14	demonstrates	demonstrate	VERB
assc-56392	3	15	the	the	DET
assc-56392	3	16	important	important	ADJ
assc-56392	3	17	role	role	NOUN
assc-56392	3	18	it	it	PRON
assc-56392	3	19	plays	play	VERB
assc-56392	3	20	in	in	ADP
assc-56392	3	21	current	current	ADJ
assc-56392	3	22	and	and	CCONJ
assc-56392	3	23	future	future	ADJ
assc-56392	3	24	development.at	development.at	X
assc-56392	3	25	the	the	DET
assc-56392	3	26	same	same	ADJ
assc-56392	3	27	time	time	NOUN
assc-56392	3	28	,	,	PUNCT
assc-56392	3	29	in	in	ADP
assc-56392	3	30	the	the	DET
assc-56392	3	31	face	face	NOUN
assc-56392	3	32	of	of	ADP
assc-56392	3	33	generative	generative	ADJ
assc-56392	3	34	artificial	artificial	ADJ
assc-56392	3	35	intelligence	intelligence	NOUN
assc-56392	3	36	and	and	CCONJ
assc-56392	3	37	the	the	DET
assc-56392	3	38	continuous	continuous	ADJ
assc-56392	3	39	demand	demand	NOUN
assc-56392	3	40	for	for	ADP
assc-56392	3	41	retrieval	retrieval	NOUN
assc-56392	3	42	technology	technology	NOUN
assc-56392	3	43	,	,	PUNCT
assc-56392	3	44	this	this	DET
assc-56392	3	45	paper	paper	NOUN
assc-56392	3	46	also	also	ADV
assc-56392	3	47	presents	present	VERB
assc-56392	3	48	the	the	DET
assc-56392	3	49	challenges	challenge	NOUN
assc-56392	3	50	currently	currently	ADV
assc-56392	3	51	faced	face	VERB
assc-56392	3	52	by	by	ADP
assc-56392	3	53	3d	3d	PROPN
assc-56392	3	54	model	model	PROPN
assc-56392	3	55	retrieval	retrieval	NOUN
assc-56392	3	56	technology	technology	NOUN
assc-56392	3	57	and	and	CCONJ
assc-56392	3	58	the	the	DET
assc-56392	3	59	future	future	ADJ
assc-56392	3	60	research	research	NOUN
assc-56392	3	61	trends	trend	NOUN
assc-56392	3	62	.	.	PUNCT
assc-56392	4	1	keywords	keyword	NOUN
assc-56392	4	2	3d	3d	PROPN
assc-56392	4	3	model	model	PROPN
assc-56392	4	4	retrieval	retrieval	PROPN
assc-56392	4	5	,	,	PUNCT
assc-56392	4	6	application	application	NOUN
assc-56392	4	7	scenarios	scenario	NOUN
assc-56392	4	8	,	,	PUNCT
assc-56392	4	9	technical	technical	ADJ
assc-56392	4	10	challenges	challenge	NOUN
assc-56392	4	11	1	1	NUM
assc-56392	4	12	.	.	PUNCT
assc-56392	4	13	introduction	introduction	NOUN
assc-56392	4	14	with	with	ADP
assc-56392	4	15	the	the	DET
assc-56392	4	16	continuous	continuous	ADJ
assc-56392	4	17	development	development	NOUN
assc-56392	4	18	of	of	ADP
assc-56392	4	19	3d	3d	PROPN
assc-56392	4	20	data	data	PROPN
assc-56392	4	21	acquisition	acquisition	NOUN
assc-56392	4	22	technology	technology	NOUN
assc-56392	4	23	,	,	PUNCT
assc-56392	4	24	3d	3d	PROPN
assc-56392	4	25	graphic	graphic	ADJ
assc-56392	4	26	modeling	modeling	NOUN
assc-56392	4	27	methods	method	NOUN
assc-56392	4	28	and	and	CCONJ
assc-56392	4	29	graphic	graphic	ADJ
assc-56392	4	30	hardware	hardware	NOUN
assc-56392	4	31	technology	technology	NOUN
assc-56392	4	32	,	,	PUNCT
assc-56392	4	33	more	more	ADJ
assc-56392	4	34	and	and	CCONJ
assc-56392	4	35	more	more	ADJ
assc-56392	4	36	3d	3d	NUM
assc-56392	4	37	object	object	NOUN
assc-56392	4	38	model	model	NOUN
assc-56392	4	39	libraries	library	NOUN
assc-56392	4	40	have	have	AUX
assc-56392	4	41	emerged	emerge	VERB
assc-56392	4	42	.	.	PUNCT
assc-56392	5	1	therefore	therefore	ADV
assc-56392	5	2	,	,	PUNCT
assc-56392	5	3	the	the	DET
assc-56392	5	4	development	development	NOUN
assc-56392	5	5	of	of	ADP
assc-56392	5	6	3d	3d	NUM
assc-56392	5	7	related	relate	VERB
assc-56392	5	8	technologies	technology	NOUN
assc-56392	5	9	has	have	AUX
assc-56392	5	10	been	be	AUX
assc-56392	5	11	quite	quite	ADV
assc-56392	5	12	rapid	rapid	ADJ
assc-56392	5	13	and	and	CCONJ
assc-56392	5	14	can	can	AUX
assc-56392	5	15	now	now	ADV
assc-56392	5	16	basically	basically	ADV
assc-56392	5	17	be	be	AUX
assc-56392	5	18	compared	compare	VERB
assc-56392	5	19	with	with	ADP
assc-56392	5	20	text	text	NOUN
assc-56392	5	21	and	and	CCONJ
assc-56392	5	22	image	image	NOUN
assc-56392	5	23	-	-	PUNCT
assc-56392	5	24	related	relate	VERB
assc-56392	5	25	technologies.with	technologies.with	ADP
assc-56392	5	26	the	the	DET
assc-56392	5	27	sharp	sharp	ADJ
assc-56392	5	28	increase	increase	NOUN
assc-56392	5	29	in	in	ADP
assc-56392	5	30	the	the	DET
assc-56392	5	31	number	number	NOUN
assc-56392	5	32	of	of	ADP
assc-56392	5	33	3d	3d	PROPN
assc-56392	5	34	models	model	NOUN
assc-56392	5	35	,	,	PUNCT
assc-56392	5	36	retrieving	retrieve	VERB
assc-56392	5	37	the	the	DET
assc-56392	5	38	desired	desire	VERB
assc-56392	5	39	model	model	NOUN
assc-56392	5	40	from	from	ADP
assc-56392	5	41	a	a	DET
assc-56392	5	42	large	large	ADJ
assc-56392	5	43	number	number	NOUN
assc-56392	5	44	of	of	ADP
assc-56392	5	45	3d	3d	PROPN
assc-56392	5	46	models	model	NOUN
assc-56392	5	47	has	have	AUX
assc-56392	5	48	become	become	VERB
assc-56392	5	49	an	an	DET
assc-56392	5	50	urgent	urgent	ADJ
assc-56392	5	51	need	need	NOUN
assc-56392	5	52	in	in	ADP
assc-56392	5	53	daily	daily	ADJ
assc-56392	5	54	life.in	life.in	ADJ
assc-56392	5	55	recent	recent	ADJ
assc-56392	5	56	years	year	NOUN
assc-56392	5	57	,	,	PUNCT
assc-56392	5	58	due	due	ADP
assc-56392	5	59	to	to	ADP
assc-56392	5	60	the	the	DET
assc-56392	5	61	rapid	rapid	ADJ
assc-56392	5	62	development	development	NOUN
assc-56392	5	63	of	of	ADP
assc-56392	5	64	deep	deep	ADJ
assc-56392	5	65	learning	learning	NOUN
assc-56392	5	66	,	,	PUNCT
assc-56392	5	67	researchers	researcher	NOUN
assc-56392	5	68	have	have	AUX
assc-56392	5	69	mainly	mainly	ADV
assc-56392	5	70	conducted	conduct	VERB
assc-56392	5	71	studies	study	NOUN
assc-56392	5	72	from	from	ADP
assc-56392	5	73	two	two	NUM
assc-56392	5	74	aspects	aspect	NOUN
assc-56392	5	75	:	:	PUNCT
assc-56392	5	76	model	model	NOUN
assc-56392	5	77	-	-	PUNCT
assc-56392	5	78	based	base	VERB
assc-56392	5	79	and	and	CCONJ
assc-56392	5	80	view	view	NOUN
assc-56392	5	81	-	-	PUNCT
assc-56392	5	82	based	base	VERB
assc-56392	5	83	methods	method	NOUN
assc-56392	5	84	,	,	PUNCT
assc-56392	5	85	based	base	VERB
assc-56392	5	86	on	on	ADP
assc-56392	5	87	the	the	DET
assc-56392	5	88	different	different	ADJ
assc-56392	5	89	formats	format	NOUN
assc-56392	5	90	of	of	ADP
assc-56392	5	91	the	the	DET
assc-56392	5	92	input	input	NOUN
assc-56392	5	93	3d	3d	PROPN
assc-56392	5	94	models	model	NOUN
assc-56392	5	95	.	.	PUNCT
assc-56392	6	1	among	among	ADP
assc-56392	6	2	them	they	PRON
assc-56392	6	3	,	,	PUNCT
assc-56392	6	4	model	model	NOUN
assc-56392	6	5	-	-	PUNCT
assc-56392	6	6	based	base	VERB
assc-56392	6	7	methods	method	NOUN
assc-56392	6	8	are	be	AUX
assc-56392	6	9	further	far	ADV
assc-56392	6	10	divided	divide	VERB
assc-56392	6	11	into	into	ADP
assc-56392	6	12	voxel	voxel	PROPN
assc-56392	6	13	-	-	PUNCT
assc-56392	6	14	based	base	VERB
assc-56392	6	15	and	and	CCONJ
assc-56392	6	16	point	point	VERB
assc-56392	6	17	cloud	cloud	NOUN
assc-56392	6	18	-	-	PUNCT
assc-56392	6	19	based	base	VERB
assc-56392	6	20	methods	method	NOUN
assc-56392	6	21	.	.	PUNCT
assc-56392	7	1	elements	element	NOUN
assc-56392	7	2	in	in	ADP
assc-56392	7	3	three	three	NUM
assc-56392	7	4	-	-	PUNCT
assc-56392	7	5	dimensional	dimensional	ADJ
assc-56392	7	6	space	space	NOUN
assc-56392	7	7	are	be	AUX
assc-56392	7	8	called	call	VERB
assc-56392	7	9	voxels	voxel	NOUN
assc-56392	7	10	and	and	CCONJ
assc-56392	7	11	are	be	AUX
assc-56392	7	12	represented	represent	VERB
assc-56392	7	13	by	by	ADP
assc-56392	7	14	the	the	DET
assc-56392	7	15	distribution	distribution	NOUN
assc-56392	7	16	of	of	ADP
assc-56392	7	17	corresponding	correspond	VERB
assc-56392	7	18	binary	binary	ADJ
assc-56392	7	19	variables	variable	NOUN
assc-56392	7	20	.	.	PUNCT
assc-56392	8	1	the	the	DET
assc-56392	8	2	voxel	voxel	PROPN
assc-56392	8	3	-	-	PUNCT
assc-56392	8	4	based	base	VERB
assc-56392	8	5	method	method	NOUN
assc-56392	8	6	learns	learn	VERB
assc-56392	8	7	3d	3d	NUM
assc-56392	8	8	features	feature	NOUN
assc-56392	8	9	from	from	ADP
assc-56392	8	10	voxels	voxel	NOUN
assc-56392	8	11	.	.	PUNCT
assc-56392	9	1	this	this	DET
assc-56392	9	2	method	method	NOUN
assc-56392	9	3	has	have	VERB
assc-56392	9	4	a	a	DET
assc-56392	9	5	good	good	ADJ
assc-56392	9	6	generalization	generalization	NOUN
assc-56392	9	7	ability	ability	NOUN
assc-56392	9	8	while	while	SCONJ
assc-56392	9	9	keeping	keep	VERB
assc-56392	9	10	the	the	DET
assc-56392	9	11	geometric	geometric	ADJ
assc-56392	9	12	structure	structure	NOUN
assc-56392	9	13	information	information	NOUN
assc-56392	9	14	of	of	ADP
assc-56392	9	15	the	the	DET
assc-56392	9	16	object	object	NOUN
assc-56392	9	17	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	NOUN
assc-56392	9	18	advances	advance	NOUN
assc-56392	9	19	in	in	ADP
assc-56392	9	20	social	social	ADJ
assc-56392	9	21	science	science	NOUN
assc-56392	9	22	and	and	CCONJ
assc-56392	9	23	culture	culture	NOUN
assc-56392	9	24	vol	vol	NOUN
assc-56392	9	25	.	.	PROPN
assc-56392	10	1	7	7	NUM
assc-56392	11	1	no	no	NOUN
assc-56392	11	2	.	.	NOUN
assc-56392	11	3	4	4	NUM
assc-56392	11	4	,	,	PUNCT
assc-56392	11	5	2025	2025	NUM
assc-56392	11	6	published	publish	VERB
assc-56392	11	7	by	by	ADP
assc-56392	11	8	scholink	scholink	PROPN
assc-56392	11	9	inc	inc	PROPN
assc-56392	11	10	.	.	PROPN
assc-56392	11	11	109	109	NUM
assc-56392	11	12	unchanged	unchanged	ADJ
assc-56392	11	13	.	.	PUNCT
assc-56392	12	1	however	however	ADV
assc-56392	12	2	,	,	PUNCT
assc-56392	12	3	due	due	ADP
assc-56392	12	4	to	to	ADP
assc-56392	12	5	the	the	DET
assc-56392	12	6	relatively	relatively	ADV
assc-56392	12	7	sparse	sparse	ADJ
assc-56392	12	8	voxels	voxel	NOUN
assc-56392	12	9	,	,	PUNCT
assc-56392	12	10	it	it	PRON
assc-56392	12	11	consumes	consume	VERB
assc-56392	12	12	memory	memory	NOUN
assc-56392	12	13	and	and	CCONJ
assc-56392	12	14	has	have	VERB
assc-56392	12	15	a	a	DET
assc-56392	12	16	large	large	ADJ
assc-56392	12	17	amount	amount	NOUN
assc-56392	12	18	of	of	ADP
assc-56392	12	19	computation	computation	NOUN
assc-56392	12	20	,	,	PUNCT
assc-56392	12	21	which	which	PRON
assc-56392	12	22	is	be	AUX
assc-56392	12	23	more	more	ADV
assc-56392	12	24	limited	limited	ADJ
assc-56392	12	25	for	for	ADP
assc-56392	12	26	large	large	ADJ
assc-56392	12	27	-	-	PUNCT
assc-56392	12	28	scale	scale	NOUN
assc-56392	12	29	applications	application	NOUN
assc-56392	12	30	.	.	PUNCT
assc-56392	13	1	wu	wu	PROPN
assc-56392	13	2	,	,	PUNCT
assc-56392	13	3	song	song	NOUN
assc-56392	13	4	,	,	PUNCT
assc-56392	13	5	khosla	khosla	PROPN
assc-56392	13	6	,	,	PUNCT
assc-56392	13	7	yu	yu	PROPN
assc-56392	13	8	et	et	PROPN
assc-56392	13	9	al	al	PROPN
assc-56392	13	10	.	.	PROPN
assc-56392	14	1	(	(	PUNCT
assc-56392	14	2	2015	2015	NUM
assc-56392	14	3	)	)	PUNCT
assc-56392	14	4	first	first	ADV
assc-56392	14	5	introduced	introduce	VERB
assc-56392	14	6	deep	deep	ADJ
assc-56392	14	7	learning	learning	NOUN
assc-56392	14	8	into	into	ADP
assc-56392	14	9	the	the	DET
assc-56392	14	10	field	field	NOUN
assc-56392	14	11	of	of	ADP
assc-56392	14	12	3d	3d	PROPN
assc-56392	14	13	model	model	NOUN
assc-56392	14	14	retrieval	retrieval	NOUN
assc-56392	14	15	and	and	CCONJ
assc-56392	14	16	proposed	propose	VERB
assc-56392	14	17	a	a	DET
assc-56392	14	18	deep	deep	ADJ
assc-56392	14	19	learning	learning	NOUN
assc-56392	14	20	model	model	NOUN
assc-56392	14	21	called	call	VERB
assc-56392	14	22	3dshapenets	3dshapenets	PROPN
assc-56392	14	23	,	,	PUNCT
assc-56392	14	24	which	which	PRON
assc-56392	14	25	learns	learn	VERB
assc-56392	14	26	semantic	semantic	ADJ
assc-56392	14	27	features	feature	NOUN
assc-56392	14	28	and	and	CCONJ
assc-56392	14	29	global	global	ADJ
assc-56392	14	30	features	feature	NOUN
assc-56392	14	31	at	at	ADP
assc-56392	14	32	different	different	ADJ
assc-56392	14	33	levels	level	NOUN
assc-56392	14	34	from	from	ADP
assc-56392	14	35	voxelized	voxelize	VERB
assc-56392	14	36	3d	3d	NUM
assc-56392	14	37	shapes	shape	NOUN
assc-56392	14	38	.	.	PUNCT
assc-56392	15	1	to	to	PART
assc-56392	15	2	accelerate	accelerate	VERB
assc-56392	15	3	learning	learn	VERB
assc-56392	15	4	from	from	ADP
assc-56392	15	5	voxels	voxel	NOUN
assc-56392	15	6	using	use	VERB
assc-56392	15	7	deep	deep	ADJ
assc-56392	15	8	learning	learning	NOUN
assc-56392	15	9	models	model	NOUN
assc-56392	15	10	,	,	PUNCT
assc-56392	15	11	wang	wang	PROPN
assc-56392	15	12	,	,	PUNCT
assc-56392	15	13	liu	liu	PROPN
assc-56392	15	14	,	,	PUNCT
assc-56392	15	15	guo	guo	PROPN
assc-56392	15	16	,	,	PUNCT
assc-56392	15	17	sun	sun	PROPN
assc-56392	15	18	et	et	PROPN
assc-56392	15	19	al	al	PROPN
assc-56392	15	20	.	.	PROPN
assc-56392	16	1	(	(	PUNCT
assc-56392	16	2	2017	2017	NUM
assc-56392	16	3	)	)	PUNCT
assc-56392	16	4	proposed	propose	VERB
assc-56392	16	5	a	a	DET
assc-56392	16	6	new	new	ADJ
assc-56392	16	7	convolutional	convolutional	ADJ
assc-56392	16	8	neural	neural	ADJ
assc-56392	16	9	network	network	NOUN
assc-56392	16	10	based	base	VERB
assc-56392	16	11	on	on	ADP
assc-56392	16	12	the	the	DET
assc-56392	16	13	octree	octree	PROPN
assc-56392	16	14	data	data	NOUN
assc-56392	16	15	structure	structure	NOUN
assc-56392	16	16	(	(	PUNCT
assc-56392	16	17	octree	octree	NOUN
assc-56392	16	18	-	-	PUNCT
assc-56392	16	19	based	base	VERB
assc-56392	16	20	cnn	cnn	PROPN
assc-56392	16	21	,	,	PUNCT
assc-56392	16	22	o	o	PROPN
assc-56392	16	23	-	-	NOUN
assc-56392	16	24	cnn	cnn	PROPN
assc-56392	16	25	)	)	PUNCT
assc-56392	16	26	,	,	PUNCT
assc-56392	16	27	which	which	PRON
assc-56392	16	28	takes	take	VERB
assc-56392	16	29	the	the	DET
assc-56392	16	30	normal	normal	ADJ
assc-56392	16	31	vectors	vector	NOUN
assc-56392	16	32	of	of	ADP
assc-56392	16	33	the	the	DET
assc-56392	16	34	leaf	leaf	NOUN
assc-56392	16	35	nodes	node	NOUN
assc-56392	16	36	of	of	ADP
assc-56392	16	37	the	the	DET
assc-56392	16	38	octree	octree	NOUN
assc-56392	16	39	as	as	ADP
assc-56392	16	40	input	input	NOUN
assc-56392	16	41	and	and	CCONJ
assc-56392	16	42	performs	perform	VERB
assc-56392	16	43	3d	3d	NUM
assc-56392	16	44	-	-	PUNCT
assc-56392	16	45	cnn	cnn	NOUN
assc-56392	16	46	operations	operation	NOUN
assc-56392	16	47	to	to	PART
assc-56392	16	48	extract	extract	VERB
assc-56392	16	49	global	global	ADJ
assc-56392	16	50	features	feature	NOUN
assc-56392	16	51	.	.	PUNCT
assc-56392	17	1	a	a	DET
assc-56392	17	2	point	point	NOUN
assc-56392	17	3	cloud	cloud	NOUN
assc-56392	17	4	is	be	AUX
assc-56392	17	5	a	a	DET
assc-56392	17	6	collection	collection	NOUN
assc-56392	17	7	of	of	ADP
assc-56392	17	8	points	point	NOUN
assc-56392	17	9	of	of	ADP
assc-56392	17	10	an	an	DET
assc-56392	17	11	object	object	NOUN
assc-56392	17	12	that	that	PRON
assc-56392	17	13	have	have	AUX
assc-56392	17	14	coordinate	coordinate	NOUN
assc-56392	17	15	information	information	NOUN
assc-56392	17	16	and	and	CCONJ
assc-56392	17	17	intensity	intensity	NOUN
assc-56392	17	18	information	information	NOUN
assc-56392	17	19	in	in	ADP
assc-56392	17	20	a	a	DET
assc-56392	17	21	three	three	NUM
assc-56392	17	22	-	-	PUNCT
assc-56392	17	23	dimensional	dimensional	ADJ
assc-56392	17	24	coordinate	coordinate	NOUN
assc-56392	17	25	system	system	NOUN
assc-56392	17	26	.	.	PUNCT
assc-56392	18	1	qi	qi	PROPN
assc-56392	18	2	,	,	PUNCT
assc-56392	18	3	su	su	PROPN
assc-56392	18	4	,	,	PUNCT
assc-56392	18	5	mo	mo	PROPN
assc-56392	18	6	,	,	PUNCT
assc-56392	18	7	and	and	CCONJ
assc-56392	18	8	guibas	guibas	PROPN
assc-56392	18	9	(	(	PUNCT
assc-56392	18	10	2017	2017	NUM
assc-56392	18	11	)	)	PUNCT
assc-56392	18	12	proposed	propose	VERB
assc-56392	18	13	the	the	DET
assc-56392	18	14	classic	classic	ADJ
assc-56392	18	15	pointnet	pointnet	ADJ
assc-56392	18	16	network	network	NOUN
assc-56392	18	17	,	,	PUNCT
assc-56392	18	18	which	which	PRON
assc-56392	18	19	takes	take	VERB
assc-56392	18	20	the	the	DET
assc-56392	18	21	cooperation	cooperation	NOUN
assc-56392	18	22	of	of	ADP
assc-56392	18	23	point	point	NOUN
assc-56392	18	24	clouds	cloud	NOUN
assc-56392	18	25	as	as	ADP
assc-56392	18	26	input	input	NOUN
assc-56392	18	27	,	,	PUNCT
assc-56392	18	28	studies	study	NOUN
assc-56392	18	29	point	point	VERB
assc-56392	18	30	cloud	cloud	NOUN
assc-56392	18	31	features	feature	VERB
assc-56392	18	32	through	through	ADP
assc-56392	18	33	shared	share	VERB
assc-56392	18	34	mlp	mlp	NOUN
assc-56392	18	35	,	,	PUNCT
assc-56392	18	36	and	and	CCONJ
assc-56392	18	37	to	to	PART
assc-56392	18	38	solve	solve	VERB
assc-56392	18	39	the	the	DET
assc-56392	18	40	problem	problem	NOUN
assc-56392	18	41	of	of	ADP
assc-56392	18	42	point	point	NOUN
assc-56392	18	43	cloud	cloud	NOUN
assc-56392	18	44	disorder	disorder	NOUN
assc-56392	18	45	,	,	PUNCT
assc-56392	18	46	uses	use	VERB
assc-56392	18	47	max	max	PROPN
assc-56392	18	48	pooling	pool	VERB
assc-56392	18	49	to	to	PART
assc-56392	18	50	obtain	obtain	VERB
assc-56392	18	51	global	global	ADJ
assc-56392	18	52	features	feature	NOUN
assc-56392	18	53	.	.	PUNCT
assc-56392	19	1	to	to	PART
assc-56392	19	2	address	address	VERB
assc-56392	19	3	the	the	DET
assc-56392	19	4	issue	issue	NOUN
assc-56392	19	5	that	that	SCONJ
assc-56392	19	6	the	the	DET
assc-56392	19	7	poinnet	poinnet	NOUN
assc-56392	19	8	network	network	NOUN
assc-56392	19	9	can	can	AUX
assc-56392	19	10	not	not	PART
assc-56392	19	11	learn	learn	VERB
assc-56392	19	12	local	local	ADJ
assc-56392	19	13	features	feature	NOUN
assc-56392	19	14	,	,	PUNCT
assc-56392	19	15	qi	qi	PROPN
assc-56392	19	16	,	,	PUNCT
assc-56392	19	17	yi	yi	PROPN
assc-56392	19	18	,	,	PUNCT
assc-56392	19	19	su	su	PROPN
assc-56392	19	20	,	,	PUNCT
assc-56392	19	21	and	and	CCONJ
assc-56392	19	22	guibas	guibas	PROPN
assc-56392	19	23	(	(	PUNCT
assc-56392	19	24	2017	2017	NUM
assc-56392	19	25	)	)	PUNCT
assc-56392	19	26	further	far	ADV
assc-56392	19	27	proposed	propose	VERB
assc-56392	19	28	the	the	DET
assc-56392	19	29	pointnet++	pointnet++	NOUN
assc-56392	19	30	network	network	NOUN
assc-56392	19	31	.	.	PUNCT
assc-56392	20	1	this	this	DET
assc-56392	20	2	network	network	NOUN
assc-56392	20	3	imitates	imitate	VERB
assc-56392	20	4	the	the	DET
assc-56392	20	5	local	local	ADJ
assc-56392	20	6	connection	connection	NOUN
assc-56392	20	7	operation	operation	NOUN
assc-56392	20	8	in	in	ADP
assc-56392	20	9	cnn	cnn	PROPN
assc-56392	20	10	and	and	CCONJ
assc-56392	20	11	adds	add	VERB
assc-56392	20	12	a	a	DET
assc-56392	20	13	hierarchical	hierarchical	ADJ
assc-56392	20	14	network	network	NOUN
assc-56392	20	15	on	on	ADP
assc-56392	20	16	the	the	DET
assc-56392	20	17	basis	basis	NOUN
assc-56392	20	18	of	of	ADP
assc-56392	20	19	pointnet	pointnet	NOUN
assc-56392	20	20	to	to	PART
assc-56392	20	21	perform	perform	VERB
assc-56392	20	22	regional	regional	ADJ
assc-56392	20	23	learning	learning	NOUN
assc-56392	20	24	on	on	ADP
assc-56392	20	25	the	the	DET
assc-56392	20	26	data	datum	NOUN
assc-56392	20	27	and	and	CCONJ
assc-56392	20	28	then	then	ADV
assc-56392	20	29	aggregate	aggregate	VERB
assc-56392	20	30	it	it	PRON
assc-56392	20	31	into	into	ADP
assc-56392	20	32	global	global	ADJ
assc-56392	20	33	features	feature	NOUN
assc-56392	20	34	.	.	PUNCT
assc-56392	21	1	to	to	PART
assc-56392	21	2	address	address	VERB
assc-56392	21	3	the	the	DET
assc-56392	21	4	issue	issue	NOUN
assc-56392	21	5	of	of	ADP
assc-56392	21	6	uneven	uneven	ADJ
assc-56392	21	7	sampling	sample	VERB
assc-56392	21	8	density	density	NOUN
assc-56392	21	9	,	,	PUNCT
assc-56392	21	10	the	the	DET
assc-56392	21	11	author	author	NOUN
assc-56392	21	12	proposed	propose	VERB
assc-56392	21	13	a	a	DET
assc-56392	21	14	method	method	NOUN
assc-56392	21	15	of	of	ADP
assc-56392	21	16	adaptively	adaptively	ADV
assc-56392	21	17	combining	combine	VERB
assc-56392	21	18	features	feature	NOUN
assc-56392	21	19	from	from	ADP
assc-56392	21	20	multiple	multiple	ADJ
assc-56392	21	21	scales	scale	NOUN
assc-56392	21	22	,	,	PUNCT
assc-56392	21	23	which	which	PRON
assc-56392	21	24	endows	endow	VERB
assc-56392	21	25	the	the	DET
assc-56392	21	26	network	network	NOUN
assc-56392	21	27	with	with	ADP
assc-56392	21	28	excellent	excellent	ADJ
assc-56392	21	29	robustness	robustness	NOUN
assc-56392	21	30	.	.	PUNCT
assc-56392	22	1	the	the	DET
assc-56392	22	2	view	view	NOUN
assc-56392	22	3	-	-	PUNCT
assc-56392	22	4	based	base	VERB
assc-56392	22	5	approach	approach	NOUN
assc-56392	22	6	turns	turn	VERB
assc-56392	22	7	3d	3d	PROPN
assc-56392	22	8	problems	problem	NOUN
assc-56392	22	9	into	into	ADP
assc-56392	22	10	2d	2d	NUM
assc-56392	22	11	ones	one	NOUN
assc-56392	22	12	by	by	ADP
assc-56392	22	13	rendering	render	VERB
assc-56392	22	14	3d	3d	NUM
assc-56392	22	15	data	datum	NOUN
assc-56392	22	16	into	into	ADP
assc-56392	22	17	2d	2d	NUM
assc-56392	22	18	views	view	NOUN
assc-56392	22	19	,	,	PUNCT
assc-56392	22	20	and	and	CCONJ
assc-56392	22	21	thus	thus	ADV
assc-56392	22	22	can	can	AUX
assc-56392	22	23	be	be	AUX
assc-56392	22	24	solved	solve	VERB
assc-56392	22	25	by	by	ADP
assc-56392	22	26	using	use	VERB
assc-56392	22	27	convolutional	convolutional	ADJ
assc-56392	22	28	neural	neural	ADJ
assc-56392	22	29	networks	network	NOUN
assc-56392	22	30	(	(	PUNCT
assc-56392	22	31	cnns	cnns	PROPN
assc-56392	22	32	)	)	PUNCT
assc-56392	22	33	.	.	PUNCT
assc-56392	23	1	therefore	therefore	ADV
assc-56392	23	2	,	,	PUNCT
assc-56392	23	3	it	it	PRON
assc-56392	23	4	has	have	AUX
assc-56392	23	5	demonstrated	demonstrate	VERB
assc-56392	23	6	better	well	ADJ
assc-56392	23	7	performance	performance	NOUN
assc-56392	23	8	in	in	ADP
assc-56392	23	9	many	many	ADJ
assc-56392	23	10	tasks	task	NOUN
assc-56392	23	11	.	.	PUNCT
assc-56392	24	1	su	su	PROPN
assc-56392	24	2	,	,	PUNCT
assc-56392	24	3	maji	maji	PROPN
assc-56392	24	4	,	,	PUNCT
assc-56392	24	5	and	and	CCONJ
assc-56392	24	6	kalogerakis	kalogerakis	PROPN
assc-56392	24	7	(	(	PUNCT
assc-56392	24	8	2015	2015	NUM
assc-56392	24	9	)	)	PUNCT
assc-56392	24	10	proposed	propose	VERB
assc-56392	24	11	the	the	DET
assc-56392	24	12	multi	multi	ADJ
assc-56392	24	13	-	-	ADJ
assc-56392	24	14	view	view	ADJ
assc-56392	24	15	convolutional	convolutional	ADJ
assc-56392	24	16	neural	neural	ADJ
assc-56392	24	17	network	network	NOUN
assc-56392	24	18	(	(	PUNCT
assc-56392	24	19	multi	multi	ADJ
assc-56392	24	20	-	-	ADJ
assc-56392	24	21	view	view	ADJ
assc-56392	24	22	cnn	cnn	PROPN
assc-56392	24	23	,	,	PUNCT
assc-56392	24	24	mvcnn	mvcnn	PROPN
assc-56392	24	25	)	)	PUNCT
assc-56392	24	26	,	,	PUNCT
assc-56392	24	27	which	which	PRON
assc-56392	24	28	automatically	automatically	ADV
assc-56392	24	29	learns	learn	VERB
assc-56392	24	30	and	and	CCONJ
assc-56392	24	31	combines	combine	VERB
assc-56392	24	32	the	the	DET
assc-56392	24	33	features	feature	NOUN
assc-56392	24	34	of	of	ADP
assc-56392	24	35	multiple	multiple	ADJ
assc-56392	24	36	views	view	NOUN
assc-56392	24	37	through	through	ADP
assc-56392	24	38	a	a	DET
assc-56392	24	39	cnn	cnn	NOUN
assc-56392	24	40	architecture	architecture	NOUN
assc-56392	24	41	with	with	ADP
assc-56392	24	42	a	a	DET
assc-56392	24	43	pooling	pool	VERB
assc-56392	24	44	layer	layer	NOUN
assc-56392	24	45	to	to	PART
assc-56392	24	46	generate	generate	VERB
assc-56392	24	47	a	a	DET
assc-56392	24	48	single	single	ADJ
assc-56392	24	49	and	and	CCONJ
assc-56392	24	50	concise	concise	ADJ
assc-56392	24	51	3d	3d	NUM
assc-56392	24	52	shape	shape	NOUN
assc-56392	24	53	descriptor	descriptor	NOUN
assc-56392	24	54	,	,	PUNCT
assc-56392	24	55	and	and	CCONJ
assc-56392	24	56	its	its	PRON
assc-56392	24	57	performance	performance	NOUN
assc-56392	24	58	far	far	ADV
assc-56392	24	59	exceeds	exceed	VERB
assc-56392	24	60	that	that	PRON
assc-56392	24	61	of	of	ADP
assc-56392	24	62	traditional	traditional	ADJ
assc-56392	24	63	methods	method	NOUN
assc-56392	24	64	.	.	PUNCT
assc-56392	25	1	in	in	ADP
assc-56392	25	2	addition	addition	NOUN
assc-56392	25	3	to	to	ADP
assc-56392	25	4	using	use	VERB
assc-56392	25	5	convolutional	convolutional	ADJ
assc-56392	25	6	neural	neural	ADJ
assc-56392	25	7	networks	network	NOUN
assc-56392	25	8	,	,	PUNCT
assc-56392	25	9	han	han	PROPN
assc-56392	25	10	,	,	PUNCT
assc-56392	25	11	shang	shang	PROPN
assc-56392	25	12	,	,	PUNCT
assc-56392	25	13	liu	liu	PROPN
assc-56392	25	14	,	,	PUNCT
assc-56392	25	15	vong	vong	PROPN
assc-56392	25	16	et	et	PROPN
assc-56392	25	17	al	al	PROPN
assc-56392	25	18	.	.	PROPN
assc-56392	26	1	(	(	PUNCT
assc-56392	26	2	2019	2019	NUM
assc-56392	26	3	)	)	PUNCT
assc-56392	26	4	and	and	CCONJ
assc-56392	26	5	ma	ma	PROPN
assc-56392	26	6	,	,	PUNCT
assc-56392	26	7	guo	guo	PROPN
assc-56392	26	8	,	,	PUNCT
assc-56392	26	9	yang	yang	PROPN
assc-56392	26	10	,	,	PUNCT
assc-56392	26	11	and	and	CCONJ
assc-56392	26	12	an	an	DET
assc-56392	26	13	(	(	PUNCT
assc-56392	26	14	2019	2019	NUM
assc-56392	26	15	)	)	PUNCT
assc-56392	26	16	respectively	respectively	ADV
assc-56392	26	17	used	use	VERB
assc-56392	26	18	recurrent	recurrent	ADJ
assc-56392	26	19	neural	neural	ADJ
assc-56392	26	20	network	network	NOUN
assc-56392	26	21	(	(	PUNCT
assc-56392	26	22	rnn	rnn	PROPN
assc-56392	26	23	)	)	PUNCT
assc-56392	26	24	and	and	CCONJ
assc-56392	26	25	long	long	ADJ
assc-56392	26	26	short	short	ADJ
assc-56392	26	27	term	term	NOUN
assc-56392	26	28	memory	memory	NOUN
assc-56392	26	29	(	(	PUNCT
assc-56392	26	30	lstm	lstm	NOUN
assc-56392	26	31	)	)	PUNCT
assc-56392	26	32	to	to	PART
assc-56392	26	33	learn	learn	VERB
assc-56392	26	34	view	view	NOUN
assc-56392	26	35	sequence	sequence	NOUN
assc-56392	26	36	information	information	NOUN
assc-56392	26	37	.	.	PUNCT
assc-56392	27	1	further	far	ADV
assc-56392	27	2	obtain	obtain	VERB
assc-56392	27	3	the	the	DET
assc-56392	27	4	connections	connection	NOUN
assc-56392	27	5	between	between	ADP
assc-56392	27	6	views	view	NOUN
assc-56392	27	7	.	.	PUNCT
assc-56392	28	1	in	in	ADP
assc-56392	28	2	recent	recent	ADJ
assc-56392	28	3	years	year	NOUN
assc-56392	28	4	,	,	PUNCT
assc-56392	28	5	researchers	researcher	NOUN
assc-56392	28	6	have	have	AUX
assc-56392	28	7	conducted	conduct	VERB
assc-56392	28	8	studies	study	NOUN
assc-56392	28	9	on	on	ADP
assc-56392	28	10	multimodal	multimodal	ADJ
assc-56392	28	11	3d	3d	NOUN
assc-56392	28	12	model	model	NOUN
assc-56392	28	13	retrieval	retrieval	NOUN
assc-56392	28	14	to	to	PART
assc-56392	28	15	learn	learn	VERB
assc-56392	28	16	features	feature	NOUN
assc-56392	28	17	under	under	ADP
assc-56392	28	18	different	different	ADJ
assc-56392	28	19	representations	representation	NOUN
assc-56392	28	20	.	.	PUNCT
assc-56392	29	1	this	this	DET
assc-56392	29	2	article	article	NOUN
assc-56392	29	3	will	will	AUX
assc-56392	29	4	focus	focus	VERB
assc-56392	29	5	on	on	ADP
assc-56392	29	6	introducing	introduce	VERB
assc-56392	29	7	the	the	DET
assc-56392	29	8	application	application	NOUN
assc-56392	29	9	scenarios	scenario	NOUN
assc-56392	29	10	of	of	ADP
assc-56392	29	11	3d	3d	PROPN
assc-56392	29	12	model	model	NOUN
assc-56392	29	13	retrieval	retrieval	NOUN
assc-56392	29	14	,	,	PUNCT
assc-56392	29	15	as	as	ADV
assc-56392	29	16	well	well	ADV
assc-56392	29	17	as	as	ADP
assc-56392	29	18	the	the	DET
assc-56392	29	19	current	current	ADJ
assc-56392	29	20	challenges	challenge	NOUN
assc-56392	29	21	and	and	CCONJ
assc-56392	29	22	research	research	NOUN
assc-56392	29	23	trends	trend	NOUN
assc-56392	29	24	faced	face	VERB
assc-56392	29	25	by	by	ADP
assc-56392	29	26	this	this	DET
assc-56392	29	27	technology	technology	NOUN
assc-56392	29	28	.	.	PUNCT
assc-56392	30	1	2	2	X
assc-56392	30	2	.	.	X
assc-56392	30	3	application	application	NOUN
assc-56392	30	4	scenarios	scenario	NOUN
assc-56392	30	5	of	of	ADP
assc-56392	30	6	3d	3d	PROPN
assc-56392	30	7	model	model	NOUN
assc-56392	30	8	retrieval	retrieval	NOUN
assc-56392	30	9	2.1	2.1	NUM
assc-56392	30	10	applications	application	NOUN
assc-56392	30	11	in	in	ADP
assc-56392	30	12	industrial	industrial	ADJ
assc-56392	30	13	design	design	NOUN
assc-56392	30	14	in	in	ADP
assc-56392	30	15	the	the	DET
assc-56392	30	16	field	field	NOUN
assc-56392	30	17	of	of	ADP
assc-56392	30	18	industrial	industrial	ADJ
assc-56392	30	19	design	design	NOUN
assc-56392	30	20	and	and	CCONJ
assc-56392	30	21	manufacturing	manufacturing	NOUN
assc-56392	30	22	,	,	PUNCT
assc-56392	30	23	3d	3d	PROPN
assc-56392	30	24	model	model	PROPN
assc-56392	30	25	retrieval	retrieval	NOUN
assc-56392	30	26	technology	technology	NOUN
assc-56392	30	27	has	have	AUX
assc-56392	30	28	become	become	VERB
assc-56392	30	29	an	an	DET
assc-56392	30	30	important	important	ADJ
assc-56392	30	31	link	link	NOUN
assc-56392	30	32	in	in	ADP
assc-56392	30	33	the	the	DET
assc-56392	30	34	innovation	innovation	NOUN
assc-56392	30	35	of	of	ADP
assc-56392	30	36	product	product	NOUN
assc-56392	30	37	development	development	NOUN
assc-56392	30	38	processes.when	processes.when	NOUN
assc-56392	30	39	engineers	engineer	NOUN
assc-56392	30	40	are	be	AUX
assc-56392	30	41	faced	face	VERB
assc-56392	30	42	with	with	ADP
assc-56392	30	43	a	a	DET
assc-56392	30	44	complex	complex	ADJ
assc-56392	30	45	physical	physical	ADJ
assc-56392	30	46	sample	sample	NOUN
assc-56392	30	47	,	,	PUNCT
assc-56392	30	48	such	such	ADJ
assc-56392	30	49	as	as	ADP
assc-56392	30	50	an	an	DET
assc-56392	30	51	automotive	automotive	ADJ
assc-56392	30	52	part	part	NOUN
assc-56392	30	53	or	or	CCONJ
assc-56392	30	54	a	a	DET
assc-56392	30	55	consumer	consumer	NOUN
assc-56392	30	56	electronics	electronic	NOUN
assc-56392	30	57	shell	shell	NOUN
assc-56392	30	58	,	,	PUNCT
assc-56392	30	59	and	and	CCONJ
assc-56392	30	60	need	need	VERB
assc-56392	30	61	to	to	PART
assc-56392	30	62	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	VERB
assc-56392	30	63	advances	advance	NOUN
assc-56392	30	64	in	in	ADP
assc-56392	30	65	social	social	ADJ
assc-56392	30	66	science	science	NOUN
assc-56392	30	67	and	and	CCONJ
assc-56392	30	68	culture	culture	NOUN
assc-56392	30	69	vol	vol	NOUN
assc-56392	30	70	.	.	PROPN
assc-56392	31	1	7	7	NUM
assc-56392	32	1	no	no	NOUN
assc-56392	32	2	.	.	NOUN
assc-56392	32	3	4	4	NUM
assc-56392	32	4	,	,	PUNCT
assc-56392	32	5	2025	2025	NUM
assc-56392	32	6	published	publish	VERB
assc-56392	32	7	by	by	ADP
assc-56392	32	8	scholink	scholink	PROPN
assc-56392	32	9	inc	inc	PROPN
assc-56392	32	10	.	.	PROPN
assc-56392	32	11	110	110	NUM
assc-56392	32	12	reverse	reverse	ADJ
assc-56392	32	13	engineer	engineer	NOUN
assc-56392	32	14	or	or	CCONJ
assc-56392	32	15	make	make	VERB
assc-56392	32	16	design	design	NOUN
assc-56392	32	17	improvements	improvement	NOUN
assc-56392	32	18	,	,	PUNCT
assc-56392	32	19	they	they	PRON
assc-56392	32	20	first	first	ADV
assc-56392	32	21	need	need	VERB
assc-56392	32	22	to	to	PART
assc-56392	32	23	obtain	obtain	VERB
assc-56392	32	24	a	a	DET
assc-56392	32	25	large	large	ADJ
assc-56392	32	26	amount	amount	NOUN
assc-56392	32	27	of	of	ADP
assc-56392	32	28	point	point	NOUN
assc-56392	32	29	cloud	cloud	NOUN
assc-56392	32	30	data	datum	NOUN
assc-56392	32	31	on	on	ADP
assc-56392	32	32	the	the	DET
assc-56392	32	33	surface	surface	NOUN
assc-56392	32	34	of	of	ADP
assc-56392	32	35	the	the	DET
assc-56392	32	36	sample	sample	NOUN
assc-56392	32	37	through	through	ADP
assc-56392	32	38	a	a	DET
assc-56392	32	39	3d	3d	NUM
assc-56392	32	40	scanning	scanning	NOUN
assc-56392	32	41	device	device	NOUN
assc-56392	32	42	.	.	PUNCT
assc-56392	33	1	in	in	ADP
assc-56392	33	2	traditional	traditional	ADJ
assc-56392	33	3	design	design	NOUN
assc-56392	33	4	,	,	PUNCT
assc-56392	33	5	relying	rely	VERB
assc-56392	33	6	on	on	ADP
assc-56392	33	7	engineers	engineer	NOUN
assc-56392	33	8	for	for	ADP
assc-56392	33	9	model	model	NOUN
assc-56392	33	10	reconstruction	reconstruction	NOUN
assc-56392	33	11	and	and	CCONJ
assc-56392	33	12	comparison	comparison	NOUN
assc-56392	33	13	is	be	AUX
assc-56392	33	14	inefficient	inefficient	ADJ
assc-56392	33	15	and	and	CCONJ
assc-56392	33	16	prone	prone	ADJ
assc-56392	33	17	to	to	ADP
assc-56392	33	18	errors.3d	errors.3d	PROPN
assc-56392	33	19	model	model	NOUN
assc-56392	33	20	retrieval	retrieval	NOUN
assc-56392	33	21	technology	technology	NOUN
assc-56392	33	22	can	can	AUX
assc-56392	33	23	efficiently	efficiently	ADV
assc-56392	33	24	input	input	VERB
assc-56392	33	25	the	the	DET
assc-56392	33	26	obtained	obtain	VERB
assc-56392	33	27	point	point	NOUN
assc-56392	33	28	clouds	cloud	NOUN
assc-56392	33	29	or	or	CCONJ
assc-56392	33	30	rough	rough	ADJ
assc-56392	33	31	models	model	NOUN
assc-56392	33	32	into	into	ADP
assc-56392	33	33	professional	professional	ADJ
assc-56392	33	34	retrieval	retrieval	NOUN
assc-56392	33	35	systems	system	NOUN
assc-56392	33	36	.	.	PUNCT
assc-56392	34	1	the	the	DET
assc-56392	34	2	system	system	NOUN
assc-56392	34	3	,	,	PUNCT
assc-56392	34	4	based	base	VERB
assc-56392	34	5	on	on	ADP
assc-56392	34	6	the	the	DET
assc-56392	34	7	shape	shape	NOUN
assc-56392	34	8	features	feature	NOUN
assc-56392	34	9	and	and	CCONJ
assc-56392	34	10	topological	topological	ADJ
assc-56392	34	11	structures	structure	NOUN
assc-56392	34	12	extracted	extract	VERB
assc-56392	34	13	by	by	ADP
assc-56392	34	14	deep	deep	ADJ
assc-56392	34	15	learning	learning	NOUN
assc-56392	34	16	,	,	PUNCT
assc-56392	34	17	performs	perform	VERB
assc-56392	34	18	rapid	rapid	ADJ
assc-56392	34	19	similarity	similarity	NOUN
assc-56392	34	20	matching	match	VERB
assc-56392	34	21	in	in	ADP
assc-56392	34	22	a	a	DET
assc-56392	34	23	vast	vast	ADJ
assc-56392	34	24	enterprise	enterprise	NOUN
assc-56392	34	25	-	-	PUNCT
assc-56392	34	26	level	level	NOUN
assc-56392	34	27	model	model	NOUN
assc-56392	34	28	library.this	library.this	DET
assc-56392	34	29	process	process	NOUN
assc-56392	34	30	can	can	AUX
assc-56392	34	31	precisely	precisely	ADV
assc-56392	34	32	identify	identify	VERB
assc-56392	34	33	highly	highly	ADV
assc-56392	34	34	similar	similar	ADJ
assc-56392	34	35	mature	mature	ADJ
assc-56392	34	36	models	model	NOUN
assc-56392	34	37	or	or	CCONJ
assc-56392	34	38	standard	standard	ADJ
assc-56392	34	39	parts	part	NOUN
assc-56392	34	40	in	in	ADP
assc-56392	34	41	the	the	DET
assc-56392	34	42	historical	historical	ADJ
assc-56392	34	43	design	design	NOUN
assc-56392	34	44	library	library	NOUN
assc-56392	34	45	.	.	PUNCT
assc-56392	35	1	engineers	engineer	NOUN
assc-56392	35	2	can	can	AUX
assc-56392	35	3	directly	directly	ADV
assc-56392	35	4	make	make	VERB
assc-56392	35	5	parametric	parametric	ADJ
assc-56392	35	6	modifications	modification	NOUN
assc-56392	35	7	and	and	CCONJ
assc-56392	35	8	optimizations	optimization	NOUN
assc-56392	35	9	based	base	VERB
assc-56392	35	10	on	on	ADP
assc-56392	35	11	this	this	PRON
assc-56392	35	12	without	without	ADP
assc-56392	35	13	having	have	VERB
assc-56392	35	14	to	to	PART
assc-56392	35	15	start	start	VERB
assc-56392	35	16	modeling	modeling	NOUN
assc-56392	35	17	from	from	ADP
assc-56392	35	18	scratch.3d	scratch.3d	PROPN
assc-56392	35	19	model	model	NOUN
assc-56392	35	20	retrieval	retrieval	NOUN
assc-56392	35	21	technology	technology	NOUN
assc-56392	35	22	significantly	significantly	ADV
assc-56392	35	23	shortens	shorten	VERB
assc-56392	35	24	the	the	DET
assc-56392	35	25	design	design	NOUN
assc-56392	35	26	iteration	iteration	NOUN
assc-56392	35	27	cycle	cycle	NOUN
assc-56392	35	28	,	,	PUNCT
assc-56392	35	29	reduces	reduce	VERB
assc-56392	35	30	labor	labor	NOUN
assc-56392	35	31	costs	cost	NOUN
assc-56392	35	32	,	,	PUNCT
assc-56392	35	33	and	and	CCONJ
assc-56392	35	34	avoids	avoid	VERB
assc-56392	35	35	repetitive	repetitive	ADJ
assc-56392	35	36	design	design	NOUN
assc-56392	35	37	errors	error	NOUN
assc-56392	35	38	.	.	PUNCT
assc-56392	36	1	it	it	PRON
assc-56392	36	2	is	be	AUX
assc-56392	36	3	a	a	DET
assc-56392	36	4	key	key	ADJ
assc-56392	36	5	enabling	enable	VERB
assc-56392	36	6	technology	technology	NOUN
assc-56392	36	7	for	for	ADP
assc-56392	36	8	modern	modern	ADJ
assc-56392	36	9	intelligent	intelligent	ADJ
assc-56392	36	10	manufacturing	manufacturing	NOUN
assc-56392	36	11	and	and	CCONJ
assc-56392	36	12	knowledge	knowledge	NOUN
assc-56392	36	13	engineering	engineering	NOUN
assc-56392	36	14	.	.	PUNCT
assc-56392	37	1	2.2	2.2	NUM
assc-56392	37	2	applications	application	NOUN
assc-56392	37	3	in	in	ADP
assc-56392	37	4	biomedicine	biomedicine	NOUN
assc-56392	37	5	in	in	ADP
assc-56392	37	6	the	the	DET
assc-56392	37	7	field	field	NOUN
assc-56392	37	8	of	of	ADP
assc-56392	37	9	biomedical	biomedical	ADJ
assc-56392	37	10	engineering	engineering	NOUN
assc-56392	37	11	,	,	PUNCT
assc-56392	37	12	3d	3d	PROPN
assc-56392	37	13	model	model	PROPN
assc-56392	37	14	retrieval	retrieval	NOUN
assc-56392	37	15	technology	technology	NOUN
assc-56392	37	16	is	be	AUX
assc-56392	37	17	playing	play	VERB
assc-56392	37	18	an	an	DET
assc-56392	37	19	increasingly	increasingly	ADV
assc-56392	37	20	important	important	ADJ
assc-56392	37	21	role.for	role.for	PROPN
assc-56392	37	22	instance	instance	NOUN
assc-56392	37	23	,	,	PUNCT
assc-56392	37	24	in	in	ADP
assc-56392	37	25	orthopedic	orthopedic	ADJ
assc-56392	37	26	implants	implant	NOUN
assc-56392	37	27	,	,	PUNCT
assc-56392	37	28	the	the	DET
assc-56392	37	29	degree	degree	NOUN
assc-56392	37	30	of	of	ADP
assc-56392	37	31	match	match	NOUN
assc-56392	37	32	between	between	ADP
assc-56392	37	33	the	the	DET
assc-56392	37	34	implant	implant	NOUN
assc-56392	37	35	and	and	CCONJ
assc-56392	37	36	the	the	DET
assc-56392	37	37	individual	individual	NOUN
assc-56392	37	38	affects	affect	VERB
assc-56392	37	39	the	the	DET
assc-56392	37	40	surgical	surgical	ADJ
assc-56392	37	41	outcome	outcome	NOUN
assc-56392	37	42	and	and	CCONJ
assc-56392	37	43	the	the	DET
assc-56392	37	44	patient	patient	NOUN
assc-56392	37	45	's	's	PART
assc-56392	37	46	recovery	recovery	NOUN
assc-56392	37	47	and	and	CCONJ
assc-56392	37	48	adaptation.currently	adaptation.currently	ADV
assc-56392	37	49	,	,	PUNCT
assc-56392	37	50	three	three	NUM
assc-56392	37	51	-	-	PUNCT
assc-56392	37	52	dimensional	dimensional	ADJ
assc-56392	37	53	reconstruction	reconstruction	NOUN
assc-56392	37	54	of	of	ADP
assc-56392	37	55	patients	patient	NOUN
assc-56392	37	56	'	'	PART
assc-56392	37	57	bones	bone	NOUN
assc-56392	37	58	can	can	AUX
assc-56392	37	59	be	be	AUX
assc-56392	37	60	carried	carry	VERB
assc-56392	37	61	out	out	ADP
assc-56392	37	62	based	base	VERB
assc-56392	37	63	on	on	ADP
assc-56392	37	64	medical	medical	ADJ
assc-56392	37	65	images	image	NOUN
assc-56392	37	66	,	,	PUNCT
assc-56392	37	67	and	and	CCONJ
assc-56392	37	68	the	the	DET
assc-56392	37	69	reconstructed	reconstructed	ADJ
assc-56392	37	70	three	three	NUM
assc-56392	37	71	-	-	PUNCT
assc-56392	37	72	dimensional	dimensional	ADJ
assc-56392	37	73	models	model	NOUN
assc-56392	37	74	can	can	AUX
assc-56392	37	75	be	be	AUX
assc-56392	37	76	quickly	quickly	ADV
assc-56392	37	77	and	and	CCONJ
assc-56392	37	78	effectively	effectively	ADV
assc-56392	37	79	matched	match	VERB
assc-56392	37	80	with	with	ADP
assc-56392	37	81	the	the	DET
assc-56392	37	82	massive	massive	ADJ
assc-56392	37	83	data	datum	NOUN
assc-56392	37	84	in	in	ADP
assc-56392	37	85	the	the	DET
assc-56392	37	86	implant	implant	NOUN
assc-56392	37	87	database.the	database.the	DET
assc-56392	37	88	3d	3d	PROPN
assc-56392	37	89	model	model	NOUN
assc-56392	37	90	retrieval	retrieval	NOUN
assc-56392	37	91	system	system	NOUN
assc-56392	37	92	can	can	AUX
assc-56392	37	93	form	form	VERB
assc-56392	37	94	depth	depth	NOUN
assc-56392	37	95	features	feature	NOUN
assc-56392	37	96	based	base	VERB
assc-56392	37	97	on	on	ADP
assc-56392	37	98	the	the	DET
assc-56392	37	99	key	key	ADJ
assc-56392	37	100	marks	mark	NOUN
assc-56392	37	101	,	,	PUNCT
assc-56392	37	102	volume	volume	NOUN
assc-56392	37	103	and	and	CCONJ
assc-56392	37	104	curvature	curvature	VERB
assc-56392	37	105	in	in	ADP
assc-56392	37	106	the	the	DET
assc-56392	37	107	key	key	ADJ
assc-56392	37	108	areas	area	NOUN
assc-56392	37	109	of	of	ADP
assc-56392	37	110	the	the	DET
assc-56392	37	111	retrieved	retrieve	VERB
assc-56392	37	112	model	model	NOUN
assc-56392	37	113	,	,	PUNCT
assc-56392	37	114	and	and	CCONJ
assc-56392	37	115	at	at	ADP
assc-56392	37	116	the	the	DET
assc-56392	37	117	same	same	ADJ
assc-56392	37	118	time	time	NOUN
assc-56392	37	119	combine	combine	VERB
assc-56392	37	120	semantic	semantic	ADJ
assc-56392	37	121	information	information	NOUN
assc-56392	37	122	to	to	PART
assc-56392	37	123	achieve	achieve	VERB
assc-56392	37	124	the	the	DET
assc-56392	37	125	most	most	ADV
assc-56392	37	126	suitable	suitable	ADJ
assc-56392	37	127	matching	matching	NOUN
assc-56392	37	128	,	,	PUNCT
assc-56392	37	129	thereby	thereby	ADV
assc-56392	37	130	providing	provide	VERB
assc-56392	37	131	more	more	ADJ
assc-56392	37	132	refined	refined	ADJ
assc-56392	37	133	surgery	surgery	NOUN
assc-56392	37	134	and	and	CCONJ
assc-56392	37	135	treatment	treatment	NOUN
assc-56392	37	136	for	for	ADP
assc-56392	37	137	patients.in	patients.in	PRON
assc-56392	37	138	addition	addition	NOUN
assc-56392	37	139	,	,	PUNCT
assc-56392	37	140	in	in	ADP
assc-56392	37	141	the	the	DET
assc-56392	37	142	field	field	NOUN
assc-56392	37	143	of	of	ADP
assc-56392	37	144	dental	dental	ADJ
assc-56392	37	145	implants	implant	NOUN
assc-56392	37	146	,	,	PUNCT
assc-56392	37	147	based	base	VERB
assc-56392	37	148	on	on	ADP
assc-56392	37	149	the	the	DET
assc-56392	37	150	three	three	NUM
assc-56392	37	151	-	-	PUNCT
assc-56392	37	152	dimensional	dimensional	ADJ
assc-56392	37	153	models	model	NOUN
assc-56392	37	154	of	of	ADP
assc-56392	37	155	the	the	DET
assc-56392	37	156	alveolar	alveolar	ADJ
assc-56392	37	157	bone	bone	NOUN
assc-56392	37	158	of	of	ADP
assc-56392	37	159	different	different	ADJ
assc-56392	37	160	patients	patient	NOUN
assc-56392	37	161	,	,	PUNCT
assc-56392	37	162	the	the	DET
assc-56392	37	163	optimal	optimal	ADJ
assc-56392	37	164	implant	implant	ADJ
assc-56392	37	165	size	size	NOUN
assc-56392	37	166	and	and	CCONJ
assc-56392	37	167	angle	angle	NOUN
assc-56392	37	168	for	for	ADP
assc-56392	37	169	each	each	DET
assc-56392	37	170	patient	patient	NOUN
assc-56392	37	171	can	can	AUX
assc-56392	37	172	be	be	AUX
assc-56392	37	173	precisely	precisely	ADV
assc-56392	37	174	matched	match	VERB
assc-56392	37	175	in	in	ADP
assc-56392	37	176	the	the	DET
assc-56392	37	177	existing	exist	VERB
assc-56392	37	178	dental	dental	ADJ
assc-56392	37	179	implant	implant	NOUN
assc-56392	37	180	database.the	database.the	DET
assc-56392	37	181	current	current	ADJ
assc-56392	37	182	3d	3d	PROPN
assc-56392	37	183	model	model	NOUN
assc-56392	37	184	retrieval	retrieval	NOUN
assc-56392	37	185	technology	technology	NOUN
assc-56392	37	186	can	can	AUX
assc-56392	37	187	plan	plan	VERB
assc-56392	37	188	different	different	ADJ
assc-56392	37	189	solutions	solution	NOUN
assc-56392	37	190	based	base	VERB
assc-56392	37	191	on	on	ADP
assc-56392	37	192	different	different	ADJ
assc-56392	37	193	needs	need	NOUN
assc-56392	37	194	in	in	ADP
assc-56392	37	195	medicine	medicine	NOUN
assc-56392	37	196	.	.	PUNCT
assc-56392	38	1	it	it	PRON
assc-56392	38	2	not	not	PART
assc-56392	38	3	only	only	ADV
assc-56392	38	4	effectively	effectively	ADV
assc-56392	38	5	assists	assist	VERB
assc-56392	38	6	the	the	DET
assc-56392	38	7	development	development	NOUN
assc-56392	38	8	of	of	ADP
assc-56392	38	9	current	current	ADJ
assc-56392	38	10	medicine	medicine	NOUN
assc-56392	38	11	but	but	CCONJ
assc-56392	38	12	also	also	ADV
assc-56392	38	13	brings	bring	VERB
assc-56392	38	14	more	more	ADV
assc-56392	38	15	convenient	convenient	ADJ
assc-56392	38	16	and	and	CCONJ
assc-56392	38	17	effective	effective	ADJ
assc-56392	38	18	cure	cure	NOUN
assc-56392	38	19	methods	method	NOUN
assc-56392	38	20	to	to	ADP
assc-56392	38	21	countless	countless	ADJ
assc-56392	38	22	patients	patient	NOUN
assc-56392	38	23	.	.	PUNCT
assc-56392	39	1	2.3	2.3	NUM
assc-56392	39	2	the	the	DET
assc-56392	39	3	field	field	NOUN
assc-56392	39	4	of	of	ADP
assc-56392	39	5	cultural	cultural	ADJ
assc-56392	39	6	heritage	heritage	NOUN
assc-56392	39	7	protection	protection	NOUN
assc-56392	39	8	and	and	CCONJ
assc-56392	39	9	digital	digital	ADJ
assc-56392	39	10	twin	twin	NOUN
assc-56392	39	11	in	in	ADP
assc-56392	39	12	the	the	DET
assc-56392	39	13	field	field	NOUN
assc-56392	39	14	of	of	ADP
assc-56392	39	15	cultural	cultural	ADJ
assc-56392	39	16	heritage	heritage	NOUN
assc-56392	39	17	protection	protection	NOUN
assc-56392	39	18	and	and	CCONJ
assc-56392	39	19	digital	digital	ADJ
assc-56392	39	20	twins	twin	NOUN
assc-56392	39	21	,	,	PUNCT
assc-56392	39	22	3d	3d	PROPN
assc-56392	39	23	model	model	PROPN
assc-56392	39	24	retrieval	retrieval	PROPN
assc-56392	39	25	technology	technology	NOUN
assc-56392	39	26	provides	provide	VERB
assc-56392	39	27	powerful	powerful	ADJ
assc-56392	39	28	technical	technical	ADJ
assc-56392	39	29	support	support	NOUN
assc-56392	39	30	and	and	CCONJ
assc-56392	39	31	information	information	NOUN
assc-56392	39	32	retrieval	retrieval	NOUN
assc-56392	39	33	functions	function	NOUN
assc-56392	39	34	for	for	ADP
assc-56392	39	35	cultural	cultural	ADJ
assc-56392	39	36	relic	relic	NOUN
assc-56392	39	37	restoration	restoration	NOUN
assc-56392	39	38	,	,	PUNCT
assc-56392	39	39	cultural	cultural	ADJ
assc-56392	39	40	relic	relic	NOUN
assc-56392	39	41	query	query	NOUN
assc-56392	39	42	,	,	PUNCT
assc-56392	39	43	virtual	virtual	ADJ
assc-56392	39	44	system	system	NOUN
assc-56392	39	45	display	display	NOUN
assc-56392	39	46	of	of	ADP
assc-56392	39	47	cultural	cultural	ADJ
assc-56392	39	48	relics	relic	NOUN
assc-56392	39	49	,	,	PUNCT
assc-56392	39	50	and	and	CCONJ
assc-56392	39	51	other	other	ADJ
assc-56392	39	52	historical	historical	ADJ
assc-56392	39	53	research.at	research.at	PROPN
assc-56392	39	54	present	present	NOUN
assc-56392	39	55	,	,	PUNCT
assc-56392	39	56	many	many	ADJ
assc-56392	39	57	cultural	cultural	ADJ
assc-56392	39	58	relics	relic	NOUN
assc-56392	39	59	in	in	ADP
assc-56392	39	60	archaeological	archaeological	ADJ
assc-56392	39	61	excavations	excavation	NOUN
assc-56392	39	62	are	be	AUX
assc-56392	39	63	only	only	ADV
assc-56392	39	64	partial	partial	ADJ
assc-56392	39	65	fragments	fragment	NOUN
assc-56392	39	66	,	,	PUNCT
assc-56392	39	67	which	which	PRON
assc-56392	39	68	is	be	AUX
assc-56392	39	69	not	not	PART
assc-56392	39	70	conducive	conducive	ADJ
assc-56392	39	71	to	to	ADP
assc-56392	39	72	the	the	DET
assc-56392	39	73	research	research	NOUN
assc-56392	39	74	of	of	ADP
assc-56392	39	75	archaeologists.to	archaeologists.to	PRON
assc-56392	39	76	better	well	ADV
assc-56392	39	77	apply	apply	VERB
assc-56392	39	78	technology	technology	NOUN
assc-56392	39	79	to	to	ADP
assc-56392	39	80	historical	historical	ADJ
assc-56392	39	81	research	research	NOUN
assc-56392	39	82	,	,	PUNCT
assc-56392	39	83	experts	expert	NOUN
assc-56392	39	84	can	can	AUX
assc-56392	39	85	first	first	ADV
assc-56392	39	86	extract	extract	VERB
assc-56392	39	87	high	high	ADJ
assc-56392	39	88	-	-	PUNCT
assc-56392	39	89	precision	precision	NOUN
assc-56392	39	90	three	three	NUM
assc-56392	39	91	-	-	PUNCT
assc-56392	39	92	dimensional	dimensional	ADJ
assc-56392	39	93	models	model	NOUN
assc-56392	39	94	of	of	ADP
assc-56392	39	95	cultural	cultural	ADJ
assc-56392	39	96	relic	relic	NOUN
assc-56392	39	97	fragments	fragment	NOUN
assc-56392	39	98	.	.	PUNCT
assc-56392	40	1	the	the	DET
assc-56392	40	2	three	three	NUM
assc-56392	40	3	-	-	PUNCT
assc-56392	40	4	dimensional	dimensional	ADJ
assc-56392	40	5	model	model	NOUN
assc-56392	40	6	retrieval	retrieval	NOUN
assc-56392	40	7	technology	technology	NOUN
assc-56392	40	8	acquires	acquire	VERB
assc-56392	40	9	the	the	DET
assc-56392	40	10	edge	edge	NOUN
assc-56392	40	11	morphology	morphology	NOUN
assc-56392	40	12	,	,	PUNCT
assc-56392	40	13	texture	texture	ADJ
assc-56392	40	14	,	,	PUNCT
assc-56392	40	15	and	and	CCONJ
assc-56392	40	16	material	material	NOUN
assc-56392	40	17	features	feature	NOUN
assc-56392	40	18	of	of	ADP
assc-56392	40	19	the	the	DET
assc-56392	40	20	model	model	NOUN
assc-56392	40	21	.	.	PUNCT
assc-56392	41	1	through	through	ADP
assc-56392	41	2	the	the	DET
assc-56392	41	3	three	three	NUM
assc-56392	41	4	-	-	PUNCT
assc-56392	41	5	dimensional	dimensional	ADJ
assc-56392	41	6	model	model	NOUN
assc-56392	41	7	retrieval	retrieval	NOUN
assc-56392	41	8	system	system	NOUN
assc-56392	41	9	for	for	ADP
assc-56392	41	10	retrieval	retrieval	NOUN
assc-56392	41	11	,	,	PUNCT
assc-56392	41	12	a	a	DET
assc-56392	41	13	fragment	fragment	ADJ
assc-56392	41	14	model	model	NOUN
assc-56392	41	15	that	that	PRON
assc-56392	41	16	is	be	AUX
assc-56392	41	17	spliced	splice	VERB
assc-56392	41	18	with	with	ADP
assc-56392	41	19	the	the	DET
assc-56392	41	20	fragment	fragment	NOUN
assc-56392	41	21	can	can	AUX
assc-56392	41	22	be	be	AUX
assc-56392	41	23	obtained	obtain	VERB
assc-56392	41	24	,	,	PUNCT
assc-56392	41	25	thereby	thereby	ADV
assc-56392	41	26	enabling	enable	VERB
assc-56392	41	27	a	a	DET
assc-56392	41	28	complete	complete	ADJ
assc-56392	41	29	restoration	restoration	NOUN
assc-56392	41	30	of	of	ADP
assc-56392	41	31	the	the	DET
assc-56392	41	32	cultural	cultural	ADJ
assc-56392	41	33	relic.in	relic.in	NUM
assc-56392	41	34	addition	addition	NOUN
assc-56392	41	35	,	,	PUNCT
assc-56392	41	36	3d	3d	PROPN
assc-56392	41	37	model	model	PROPN
assc-56392	41	38	retrieval	retrieval	NOUN
assc-56392	41	39	technology	technology	NOUN
assc-56392	41	40	can	can	AUX
assc-56392	41	41	be	be	AUX
assc-56392	41	42	applied	apply	VERB
assc-56392	41	43	to	to	ADP
assc-56392	41	44	digital	digital	ADJ
assc-56392	41	45	museums	museum	NOUN
assc-56392	41	46	.	.	PUNCT
assc-56392	42	1	users	user	NOUN
assc-56392	42	2	and	and	CCONJ
assc-56392	42	3	visitors	visitor	NOUN
assc-56392	42	4	can	can	AUX
assc-56392	42	5	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	VERB
assc-56392	42	6	advances	advance	NOUN
assc-56392	42	7	in	in	ADP
assc-56392	42	8	social	social	ADJ
assc-56392	42	9	science	science	NOUN
assc-56392	42	10	and	and	CCONJ
assc-56392	42	11	culture	culture	NOUN
assc-56392	42	12	vol	vol	NOUN
assc-56392	42	13	.	.	PROPN
assc-56392	43	1	7	7	NUM
assc-56392	44	1	no	no	NOUN
assc-56392	44	2	.	.	NOUN
assc-56392	44	3	4	4	NUM
assc-56392	44	4	,	,	PUNCT
assc-56392	44	5	2025	2025	NUM
assc-56392	44	6	published	publish	VERB
assc-56392	44	7	by	by	ADP
assc-56392	44	8	scholink	scholink	PROPN
assc-56392	44	9	inc	inc	PROPN
assc-56392	44	10	.	.	PROPN
assc-56392	44	11	111	111	NUM
assc-56392	44	12	search	search	NOUN
assc-56392	44	13	for	for	ADP
assc-56392	44	14	the	the	DET
assc-56392	44	15	sketches	sketch	NOUN
assc-56392	44	16	or	or	CCONJ
assc-56392	44	17	names	name	NOUN
assc-56392	44	18	of	of	ADP
assc-56392	44	19	cultural	cultural	ADJ
assc-56392	44	20	relics	relic	NOUN
assc-56392	44	21	,	,	PUNCT
assc-56392	44	22	thereby	thereby	ADV
assc-56392	44	23	precisely	precisely	ADV
assc-56392	44	24	displaying	display	VERB
assc-56392	44	25	the	the	DET
assc-56392	44	26	virtual	virtual	ADJ
assc-56392	44	27	models	model	NOUN
assc-56392	44	28	of	of	ADP
assc-56392	44	29	the	the	DET
assc-56392	44	30	relics	relic	NOUN
assc-56392	44	31	,	,	PUNCT
assc-56392	44	32	providing	provide	VERB
assc-56392	44	33	visitors	visitor	NOUN
assc-56392	44	34	with	with	ADP
assc-56392	44	35	an	an	DET
assc-56392	44	36	immersive	immersive	ADJ
assc-56392	44	37	experience	experience	NOUN
assc-56392	44	38	and	and	CCONJ
assc-56392	44	39	offering	offer	VERB
assc-56392	44	40	convenience	convenience	NOUN
assc-56392	44	41	to	to	ADP
assc-56392	44	42	the	the	DET
assc-56392	44	43	staff	staff	NOUN
assc-56392	44	44	in	in	ADP
assc-56392	44	45	their	their	PRON
assc-56392	44	46	work.the	work.the	DET
assc-56392	44	47	application	application	NOUN
assc-56392	44	48	of	of	ADP
assc-56392	44	49	3d	3d	PROPN
assc-56392	44	50	model	model	NOUN
assc-56392	44	51	retrieval	retrieval	NOUN
assc-56392	44	52	technology	technology	NOUN
assc-56392	44	53	in	in	ADP
assc-56392	44	54	the	the	DET
assc-56392	44	55	field	field	NOUN
assc-56392	44	56	of	of	ADP
assc-56392	44	57	cultural	cultural	ADJ
assc-56392	44	58	relics	relic	NOUN
assc-56392	44	59	research	research	NOUN
assc-56392	44	60	not	not	PART
assc-56392	44	61	only	only	ADV
assc-56392	44	62	facilitates	facilitate	VERB
assc-56392	44	63	the	the	DET
assc-56392	44	64	restoration	restoration	NOUN
assc-56392	44	65	of	of	ADP
assc-56392	44	66	cultural	cultural	ADJ
assc-56392	44	67	relics	relic	NOUN
assc-56392	44	68	and	and	CCONJ
assc-56392	44	69	the	the	DET
assc-56392	44	70	display	display	NOUN
assc-56392	44	71	of	of	ADP
assc-56392	44	72	virtual	virtual	ADJ
assc-56392	44	73	cultural	cultural	ADJ
assc-56392	44	74	relics	relic	NOUN
assc-56392	44	75	,	,	PUNCT
assc-56392	44	76	but	but	CCONJ
assc-56392	44	77	also	also	ADV
assc-56392	44	78	contributes	contribute	VERB
assc-56392	44	79	to	to	ADP
assc-56392	44	80	the	the	DET
assc-56392	44	81	historical	historical	ADJ
assc-56392	44	82	research	research	NOUN
assc-56392	44	83	and	and	CCONJ
assc-56392	44	84	cultural	cultural	ADJ
assc-56392	44	85	dissemination	dissemination	NOUN
assc-56392	44	86	.meanwhile	.meanwhile	ADP
assc-56392	44	87	,	,	PUNCT
assc-56392	44	88	by	by	ADP
assc-56392	44	89	building	build	VERB
assc-56392	44	90	digital	digital	ADJ
assc-56392	44	91	twins	twin	NOUN
assc-56392	44	92	,	,	PUNCT
assc-56392	44	93	systematic	systematic	ADJ
assc-56392	44	94	management	management	NOUN
assc-56392	44	95	and	and	CCONJ
assc-56392	44	96	analysis	analysis	NOUN
assc-56392	44	97	of	of	ADP
assc-56392	44	98	cultural	cultural	ADJ
assc-56392	44	99	relics	relic	NOUN
assc-56392	44	100	can	can	AUX
assc-56392	44	101	be	be	AUX
assc-56392	44	102	carried	carry	VERB
assc-56392	44	103	out	out	ADP
assc-56392	44	104	,	,	PUNCT
assc-56392	44	105	providing	provide	VERB
assc-56392	44	106	a	a	DET
assc-56392	44	107	carrier	carrier	NOUN
assc-56392	44	108	for	for	ADP
assc-56392	44	109	the	the	DET
assc-56392	44	110	permanent	permanent	ADJ
assc-56392	44	111	preservation	preservation	NOUN
assc-56392	44	112	of	of	ADP
assc-56392	44	113	cultural	cultural	ADJ
assc-56392	44	114	relics	relic	NOUN
assc-56392	44	115	and	and	CCONJ
assc-56392	44	116	a	a	DET
assc-56392	44	117	shared	share	VERB
assc-56392	44	118	platform	platform	NOUN
assc-56392	44	119	for	for	ADP
assc-56392	44	120	cultural	cultural	ADJ
assc-56392	44	121	research	research	NOUN
assc-56392	44	122	.	.	PUNCT
assc-56392	45	1	2.4	2.4	NUM
assc-56392	45	2	the	the	DET
assc-56392	45	3	field	field	NOUN
assc-56392	45	4	of	of	ADP
assc-56392	45	5	home	home	NOUN
assc-56392	45	6	service	service	NOUN
assc-56392	45	7	in	in	ADP
assc-56392	45	8	the	the	DET
assc-56392	45	9	field	field	NOUN
assc-56392	45	10	of	of	ADP
assc-56392	45	11	home	home	NOUN
assc-56392	45	12	services	service	NOUN
assc-56392	45	13	,	,	PUNCT
assc-56392	45	14	currently	currently	ADV
assc-56392	45	15	,	,	PUNCT
assc-56392	45	16	people	people	NOUN
assc-56392	45	17	's	's	PART
assc-56392	45	18	decoration	decoration	NOUN
assc-56392	45	19	and	and	CCONJ
assc-56392	45	20	design	design	NOUN
assc-56392	45	21	of	of	ADP
assc-56392	45	22	their	their	PRON
assc-56392	45	23	houses	house	NOUN
assc-56392	45	24	tend	tend	VERB
assc-56392	45	25	to	to	PART
assc-56392	45	26	be	be	AUX
assc-56392	45	27	more	more	ADV
assc-56392	45	28	inclined	inclined	ADJ
assc-56392	45	29	towards	towards	ADP
assc-56392	45	30	full	full	ADJ
assc-56392	45	31	-	-	PUNCT
assc-56392	45	32	house	house	NOUN
assc-56392	45	33	customization	customization	NOUN
assc-56392	45	34	.	.	PUNCT
assc-56392	46	1	if	if	SCONJ
assc-56392	46	2	users	user	NOUN
assc-56392	46	3	need	need	VERB
assc-56392	46	4	to	to	PART
assc-56392	46	5	constantly	constantly	ADV
assc-56392	46	6	change	change	VERB
assc-56392	46	7	their	their	PRON
assc-56392	46	8	furniture	furniture	NOUN
assc-56392	46	9	choices	choice	NOUN
assc-56392	46	10	,	,	PUNCT
assc-56392	46	11	designers	designer	NOUN
assc-56392	46	12	have	have	VERB
assc-56392	46	13	to	to	PART
assc-56392	46	14	select	select	VERB
assc-56392	46	15	furniture	furniture	NOUN
assc-56392	46	16	with	with	ADP
assc-56392	46	17	similar	similar	ADJ
assc-56392	46	18	styles	style	NOUN
assc-56392	46	19	one	one	NUM
assc-56392	46	20	by	by	ADP
assc-56392	46	21	one	one	NUM
assc-56392	46	22	from	from	ADP
assc-56392	46	23	the	the	DET
assc-56392	46	24	furniture	furniture	NOUN
assc-56392	46	25	database	database	NOUN
assc-56392	46	26	to	to	PART
assc-56392	46	27	ensure	ensure	VERB
assc-56392	46	28	the	the	DET
assc-56392	46	29	similarity	similarity	NOUN
assc-56392	46	30	of	of	ADP
assc-56392	46	31	decoration	decoration	NOUN
assc-56392	46	32	styles	style	NOUN
assc-56392	46	33	.	.	PUNCT
assc-56392	47	1	this	this	DET
assc-56392	47	2	process	process	NOUN
assc-56392	47	3	consumes	consume	VERB
assc-56392	47	4	a	a	DET
assc-56392	47	5	lot	lot	NOUN
assc-56392	47	6	of	of	ADP
assc-56392	47	7	labor	labor	NOUN
assc-56392	47	8	and	and	CCONJ
assc-56392	47	9	time	time	NOUN
assc-56392	47	10	costs.applying	costs.applye	VERB
assc-56392	47	11	3d	3d	NUM
assc-56392	47	12	model	model	NOUN
assc-56392	47	13	retrieval	retrieval	NOUN
assc-56392	47	14	technology	technology	NOUN
assc-56392	47	15	to	to	ADP
assc-56392	47	16	the	the	DET
assc-56392	47	17	home	home	NOUN
assc-56392	47	18	service	service	NOUN
assc-56392	47	19	field	field	NOUN
assc-56392	47	20	,	,	PUNCT
assc-56392	47	21	a	a	DET
assc-56392	47	22	3d	3d	NUM
assc-56392	47	23	model	model	NOUN
assc-56392	47	24	database	database	NOUN
assc-56392	47	25	of	of	ADP
assc-56392	47	26	furniture	furniture	NOUN
assc-56392	47	27	is	be	AUX
assc-56392	47	28	constructed	construct	VERB
assc-56392	47	29	.	.	PUNCT
assc-56392	48	1	when	when	SCONJ
assc-56392	48	2	retrieving	retrieve	VERB
assc-56392	48	3	the	the	DET
assc-56392	48	4	current	current	ADJ
assc-56392	48	5	furniture	furniture	NOUN
assc-56392	48	6	models	model	NOUN
assc-56392	48	7	,	,	PUNCT
assc-56392	48	8	the	the	DET
assc-56392	48	9	system	system	NOUN
assc-56392	48	10	can	can	AUX
assc-56392	48	11	form	form	VERB
assc-56392	48	12	deep	deep	ADJ
assc-56392	48	13	features	feature	NOUN
assc-56392	48	14	based	base	VERB
assc-56392	48	15	on	on	ADP
assc-56392	48	16	the	the	DET
assc-56392	48	17	size	size	NOUN
assc-56392	48	18	,	,	PUNCT
assc-56392	48	19	color	color	NOUN
assc-56392	48	20	,	,	PUNCT
assc-56392	48	21	texture	texture	NOUN
assc-56392	48	22	and	and	CCONJ
assc-56392	48	23	style	style	NOUN
assc-56392	48	24	of	of	ADP
assc-56392	48	25	the	the	DET
assc-56392	48	26	furniture	furniture	NOUN
assc-56392	48	27	models	model	NOUN
assc-56392	48	28	,	,	PUNCT
assc-56392	48	29	and	and	CCONJ
assc-56392	48	30	select	select	VERB
assc-56392	48	31	similar	similar	ADJ
assc-56392	48	32	furniture	furniture	NOUN
assc-56392	48	33	from	from	ADP
assc-56392	48	34	a	a	DET
assc-56392	48	35	large	large	ADJ
assc-56392	48	36	number	number	NOUN
assc-56392	48	37	of	of	ADP
assc-56392	48	38	furniture	furniture	NOUN
assc-56392	48	39	databases	database	NOUN
assc-56392	48	40	.	.	PUNCT
assc-56392	49	1	this	this	PRON
assc-56392	49	2	not	not	PART
assc-56392	49	3	only	only	ADV
assc-56392	49	4	ensures	ensure	VERB
assc-56392	49	5	the	the	DET
assc-56392	49	6	consistency	consistency	NOUN
assc-56392	49	7	of	of	ADP
assc-56392	49	8	the	the	DET
assc-56392	49	9	decoration	decoration	NOUN
assc-56392	49	10	style	style	NOUN
assc-56392	49	11	but	but	CCONJ
assc-56392	49	12	also	also	ADV
assc-56392	49	13	meets	meet	VERB
assc-56392	49	14	the	the	DET
assc-56392	49	15	different	different	ADJ
assc-56392	49	16	needs	need	NOUN
assc-56392	49	17	of	of	ADP
assc-56392	49	18	users	user	NOUN
assc-56392	49	19	.	.	PUNCT
assc-56392	50	1	applying	apply	VERB
assc-56392	50	2	3d	3d	NUM
assc-56392	50	3	model	model	NOUN
assc-56392	50	4	retrieval	retrieval	NOUN
assc-56392	50	5	technology	technology	NOUN
assc-56392	50	6	to	to	ADP
assc-56392	50	7	the	the	DET
assc-56392	50	8	home	home	NOUN
assc-56392	50	9	service	service	NOUN
assc-56392	50	10	field	field	NOUN
assc-56392	50	11	not	not	PART
assc-56392	50	12	only	only	ADV
assc-56392	50	13	enables	enable	VERB
assc-56392	50	14	the	the	DET
assc-56392	50	15	construction	construction	NOUN
assc-56392	50	16	of	of	ADP
assc-56392	50	17	virtualized	virtualized	ADJ
assc-56392	50	18	customization	customization	NOUN
assc-56392	50	19	to	to	PART
assc-56392	50	20	meet	meet	VERB
assc-56392	50	21	customers	customer	NOUN
assc-56392	50	22	'	'	PART
assc-56392	50	23	demands	demand	NOUN
assc-56392	50	24	,	,	PUNCT
assc-56392	50	25	but	but	CCONJ
assc-56392	50	26	also	also	ADV
assc-56392	50	27	helps	help	VERB
assc-56392	50	28	to	to	PART
assc-56392	50	29	enhance	enhance	VERB
assc-56392	50	30	the	the	DET
assc-56392	50	31	work	work	NOUN
assc-56392	50	32	efficiency	efficiency	NOUN
assc-56392	50	33	of	of	ADP
assc-56392	50	34	designers	designer	NOUN
assc-56392	50	35	.	.	PUNCT
assc-56392	51	1	3	3	X
assc-56392	51	2	.	.	X
assc-56392	52	1	the	the	DET
assc-56392	52	2	challenges	challenge	NOUN
assc-56392	52	3	of	of	ADP
assc-56392	52	4	3d	3d	PROPN
assc-56392	52	5	model	model	NOUN
assc-56392	52	6	retrieval	retrieval	PROPN
assc-56392	52	7	3.1	3.1	NUM
assc-56392	52	8	the	the	DET
assc-56392	52	9	challenges	challenge	NOUN
assc-56392	52	10	brought	bring	VERB
assc-56392	52	11	by	by	ADP
assc-56392	52	12	generative	generative	ADJ
assc-56392	52	13	artificial	artificial	ADJ
assc-56392	52	14	intelligence	intelligence	NOUN
assc-56392	52	15	in	in	ADP
assc-56392	52	16	recent	recent	ADJ
assc-56392	52	17	years	year	NOUN
assc-56392	52	18	,	,	PUNCT
assc-56392	52	19	the	the	DET
assc-56392	52	20	rapid	rapid	ADJ
assc-56392	52	21	development	development	NOUN
assc-56392	52	22	of	of	ADP
assc-56392	52	23	generative	generative	ADJ
assc-56392	52	24	artificial	artificial	ADJ
assc-56392	52	25	intelligence	intelligence	NOUN
assc-56392	52	26	such	such	ADJ
assc-56392	52	27	as	as	ADP
assc-56392	52	28	large	large	ADJ
assc-56392	52	29	language	language	NOUN
assc-56392	52	30	models	model	NOUN
assc-56392	52	31	has	have	AUX
assc-56392	52	32	brought	bring	VERB
assc-56392	52	33	huge	huge	ADJ
assc-56392	52	34	potential	potential	NOUN
assc-56392	52	35	to	to	ADP
assc-56392	52	36	current	current	ADJ
assc-56392	52	37	3d	3d	NUM
assc-56392	52	38	model	model	NOUN
assc-56392	52	39	retrieval	retrieval	NOUN
assc-56392	52	40	technology	technology	NOUN
assc-56392	52	41	,	,	PUNCT
assc-56392	52	42	while	while	SCONJ
assc-56392	52	43	also	also	ADV
assc-56392	52	44	presenting	present	VERB
assc-56392	52	45	more	more	ADV
assc-56392	52	46	complex	complex	ADJ
assc-56392	52	47	and	and	CCONJ
assc-56392	52	48	difficult	difficult	ADJ
assc-56392	52	49	challenges	challenge	NOUN
assc-56392	52	50	.	.	PUNCT
assc-56392	53	1	generative	generative	ADJ
assc-56392	53	2	artificial	artificial	ADJ
assc-56392	53	3	intelligence	intelligence	NOUN
assc-56392	53	4	typically	typically	ADV
assc-56392	53	5	takes	take	VERB
assc-56392	53	6	in	in	ADP
assc-56392	53	7	data	datum	NOUN
assc-56392	53	8	such	such	ADJ
assc-56392	53	9	as	as	ADP
assc-56392	53	10	text	text	NOUN
assc-56392	53	11	and	and	CCONJ
assc-56392	53	12	images	image	NOUN
assc-56392	53	13	,	,	PUNCT
assc-56392	53	14	and	and	CCONJ
assc-56392	53	15	the	the	DET
assc-56392	53	16	system	system	NOUN
assc-56392	53	17	analyzes	analyze	VERB
assc-56392	53	18	the	the	DET
assc-56392	53	19	semantic	semantic	ADJ
assc-56392	53	20	retrieval	retrieval	NOUN
assc-56392	53	21	of	of	ADP
assc-56392	53	22	relevant	relevant	ADJ
assc-56392	53	23	models	model	NOUN
assc-56392	53	24	,	,	PUNCT
assc-56392	53	25	and	and	CCONJ
assc-56392	53	26	then	then	ADV
assc-56392	53	27	assists	assist	VERB
assc-56392	53	28	in	in	ADP
assc-56392	53	29	generating	generate	VERB
assc-56392	53	30	new	new	ADJ
assc-56392	53	31	three	three	NUM
assc-56392	53	32	-	-	PUNCT
assc-56392	53	33	dimensional	dimensional	ADJ
assc-56392	53	34	content	content	NOUN
assc-56392	53	35	based	base	VERB
assc-56392	53	36	on	on	ADP
assc-56392	53	37	the	the	DET
assc-56392	53	38	retrieved	retrieve	VERB
assc-56392	53	39	models	model	NOUN
assc-56392	53	40	.	.	PUNCT
assc-56392	54	1	generative	generative	ADJ
assc-56392	54	2	artificial	artificial	ADJ
assc-56392	54	3	intelligence	intelligence	NOUN
assc-56392	54	4	generates	generate	VERB
assc-56392	54	5	3d	3d	NOUN
assc-56392	54	6	models	model	NOUN
assc-56392	54	7	based	base	VERB
assc-56392	54	8	on	on	ADP
assc-56392	54	9	demand	demand	NOUN
assc-56392	54	10	,	,	PUNCT
assc-56392	54	11	seemingly	seemingly	ADV
assc-56392	54	12	capable	capable	ADJ
assc-56392	54	13	of	of	ADP
assc-56392	54	14	replacing	replace	VERB
assc-56392	54	15	the	the	DET
assc-56392	54	16	structure	structure	NOUN
assc-56392	54	17	of	of	ADP
assc-56392	54	18	3d	3d	PROPN
assc-56392	54	19	model	model	NOUN
assc-56392	54	20	retrieval	retrieval	PROPN
assc-56392	54	21	.	.	PUNCT
assc-56392	55	1	however	however	ADV
assc-56392	55	2	,	,	PUNCT
assc-56392	55	3	in	in	ADP
assc-56392	55	4	reality	reality	NOUN
assc-56392	55	5	,	,	PUNCT
assc-56392	55	6	current	current	ADJ
assc-56392	55	7	generative	generative	ADJ
assc-56392	55	8	artificial	artificial	ADJ
assc-56392	55	9	intelligence	intelligence	NOUN
assc-56392	55	10	still	still	ADV
assc-56392	55	11	can	can	AUX
assc-56392	55	12	not	not	PART
assc-56392	55	13	fully	fully	ADV
assc-56392	55	14	meet	meet	VERB
assc-56392	55	15	the	the	DET
assc-56392	55	16	goals	goal	NOUN
assc-56392	55	17	of	of	ADP
assc-56392	55	18	retrieval	retrieval	NOUN
assc-56392	55	19	systems	system	NOUN
assc-56392	55	20	.	.	PUNCT
assc-56392	56	1	for	for	ADP
assc-56392	56	2	instance	instance	NOUN
assc-56392	56	3	,	,	PUNCT
assc-56392	56	4	the	the	DET
assc-56392	56	5	generated	generate	VERB
assc-56392	56	6	models	model	NOUN
assc-56392	56	7	may	may	AUX
assc-56392	56	8	seemingly	seemingly	ADV
assc-56392	56	9	conform	conform	VERB
assc-56392	56	10	to	to	ADP
assc-56392	56	11	semantic	semantic	ADJ
assc-56392	56	12	requirements	requirement	NOUN
assc-56392	56	13	on	on	ADP
assc-56392	56	14	the	the	DET
assc-56392	56	15	surface	surface	NOUN
assc-56392	56	16	,	,	PUNCT
assc-56392	56	17	but	but	CCONJ
assc-56392	56	18	their	their	PRON
assc-56392	56	19	textures	texture	NOUN
assc-56392	56	20	,	,	PUNCT
assc-56392	56	21	materials	material	NOUN
assc-56392	56	22	,	,	PUNCT
assc-56392	56	23	and	and	CCONJ
assc-56392	56	24	complex	complex	ADJ
assc-56392	56	25	topological	topological	ADJ
assc-56392	56	26	structures	structure	NOUN
assc-56392	56	27	can	can	AUX
assc-56392	56	28	not	not	PART
assc-56392	56	29	replace	replace	VERB
assc-56392	56	30	the	the	DET
assc-56392	56	31	retrieval	retrieval	NOUN
assc-56392	56	32	targets	target	NOUN
assc-56392	56	33	.	.	PUNCT
assc-56392	57	1	especially	especially	ADV
assc-56392	57	2	for	for	ADP
assc-56392	57	3	the	the	DET
assc-56392	57	4	refined	refined	ADJ
assc-56392	57	5	model	model	NOUN
assc-56392	57	6	requirements	requirement	NOUN
assc-56392	57	7	in	in	ADP
assc-56392	57	8	industrial	industrial	ADJ
assc-56392	57	9	or	or	CCONJ
assc-56392	57	10	professional	professional	ADJ
assc-56392	57	11	fields	field	NOUN
assc-56392	57	12	.	.	PUNCT
assc-56392	58	1	therefore	therefore	ADV
assc-56392	58	2	,	,	PUNCT
assc-56392	58	3	it	it	PRON
assc-56392	58	4	is	be	AUX
assc-56392	58	5	difficult	difficult	ADJ
assc-56392	58	6	for	for	SCONJ
assc-56392	58	7	the	the	DET
assc-56392	58	8	generative	generative	ADJ
assc-56392	58	9	3d	3d	PROPN
assc-56392	58	10	model	model	NOUN
assc-56392	58	11	to	to	PART
assc-56392	58	12	be	be	AUX
assc-56392	58	13	consistent	consistent	ADJ
assc-56392	58	14	with	with	ADP
assc-56392	58	15	the	the	DET
assc-56392	58	16	current	current	ADJ
assc-56392	58	17	model	model	NOUN
assc-56392	58	18	database	database	NOUN
assc-56392	58	19	representation	representation	NOUN
assc-56392	58	20	,	,	PUNCT
assc-56392	58	21	and	and	CCONJ
assc-56392	58	22	it	it	PRON
assc-56392	58	23	is	be	AUX
assc-56392	58	24	quite	quite	ADV
assc-56392	58	25	challenging	challenging	ADJ
assc-56392	58	26	for	for	SCONJ
assc-56392	58	27	it	it	PRON
assc-56392	58	28	to	to	PART
assc-56392	58	29	become	become	VERB
assc-56392	58	30	a	a	DET
assc-56392	58	31	supplementary	supplementary	ADJ
assc-56392	58	32	model	model	NOUN
assc-56392	58	33	to	to	ADP
assc-56392	58	34	the	the	DET
assc-56392	58	35	current	current	ADJ
assc-56392	58	36	database	database	NOUN
assc-56392	58	37	.	.	PUNCT
assc-56392	59	1	therefore	therefore	ADV
assc-56392	59	2	,	,	PUNCT
assc-56392	59	3	at	at	ADP
assc-56392	59	4	present	present	ADJ
assc-56392	59	5	,	,	PUNCT
assc-56392	59	6	large	large	ADJ
assc-56392	59	7	models	model	NOUN
assc-56392	59	8	have	have	AUX
assc-56392	59	9	put	put	VERB
assc-56392	59	10	forward	forward	ADV
assc-56392	59	11	higher	high	ADJ
assc-56392	59	12	requirements	requirement	NOUN
assc-56392	59	13	for	for	ADP
assc-56392	59	14	semantic	semantic	ADJ
assc-56392	59	15	understanding	understanding	NOUN
assc-56392	59	16	and	and	CCONJ
assc-56392	59	17	3d	3d	NUM
assc-56392	59	18	generation	generation	NOUN
assc-56392	59	19	.	.	PUNCT
assc-56392	60	1	the	the	DET
assc-56392	60	2	system	system	NOUN
assc-56392	60	3	not	not	PART
assc-56392	60	4	only	only	ADV
assc-56392	60	5	needs	need	VERB
assc-56392	60	6	to	to	PART
assc-56392	60	7	be	be	AUX
assc-56392	60	8	able	able	ADJ
assc-56392	60	9	to	to	PART
assc-56392	60	10	understand	understand	VERB
assc-56392	60	11	individual	individual	ADJ
assc-56392	60	12	objects	object	NOUN
assc-56392	60	13	,	,	PUNCT
assc-56392	60	14	but	but	CCONJ
assc-56392	60	15	also	also	ADV
assc-56392	60	16	the	the	DET
assc-56392	60	17	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	NOUN
assc-56392	60	18	advances	advance	VERB
assc-56392	60	19	in	in	ADP
assc-56392	60	20	social	social	ADJ
assc-56392	60	21	science	science	NOUN
assc-56392	60	22	and	and	CCONJ
assc-56392	60	23	culture	culture	NOUN
assc-56392	60	24	vol	vol	NOUN
assc-56392	60	25	.	.	PROPN
assc-56392	61	1	7	7	NUM
assc-56392	61	2	no	no	NOUN
assc-56392	61	3	.	.	NOUN
assc-56392	61	4	4	4	NUM
assc-56392	61	5	,	,	PUNCT
assc-56392	61	6	2025	2025	NUM
assc-56392	61	7	published	publish	VERB
assc-56392	61	8	by	by	ADP
assc-56392	61	9	scholink	scholink	PROPN
assc-56392	61	10	inc	inc	PROPN
assc-56392	61	11	.	.	PROPN
assc-56392	61	12	112	112	NUM
assc-56392	61	13	relationships	relationship	NOUN
assc-56392	61	14	between	between	ADP
assc-56392	61	15	objects	object	NOUN
assc-56392	61	16	,	,	PUNCT
assc-56392	61	17	context	context	NOUN
assc-56392	61	18	and	and	CCONJ
assc-56392	61	19	implicit	implicit	ADJ
assc-56392	61	20	semantics	semantic	NOUN
assc-56392	61	21	.	.	PUNCT
assc-56392	62	1	accurately	accurately	ADV
assc-56392	62	2	parsing	parse	VERB
assc-56392	62	3	and	and	CCONJ
assc-56392	62	4	matching	match	VERB
assc-56392	62	5	such	such	ADJ
assc-56392	62	6	complex	complex	ADJ
assc-56392	62	7	intentions	intention	NOUN
assc-56392	62	8	onto	onto	ADP
assc-56392	62	9	3d	3d	NOUN
assc-56392	62	10	models	model	NOUN
assc-56392	62	11	is	be	AUX
assc-56392	62	12	a	a	DET
assc-56392	62	13	huge	huge	ADJ
assc-56392	62	14	challenge	challenge	NOUN
assc-56392	62	15	.	.	PUNCT
assc-56392	63	1	3.2	3.2	NUM
assc-56392	63	2	challenges	challenge	NOUN
assc-56392	63	3	faced	face	VERB
assc-56392	63	4	by	by	ADP
assc-56392	63	5	retrieval	retrieval	NOUN
assc-56392	63	6	efficiency	efficiency	NOUN
assc-56392	63	7	with	with	ADP
assc-56392	63	8	the	the	DET
assc-56392	63	9	large	large	ADJ
assc-56392	63	10	-	-	PUNCT
assc-56392	63	11	scale	scale	NOUN
assc-56392	63	12	increase	increase	NOUN
assc-56392	63	13	in	in	ADP
assc-56392	63	14	the	the	DET
assc-56392	63	15	number	number	NOUN
assc-56392	63	16	of	of	ADP
assc-56392	63	17	3d	3d	PROPN
assc-56392	63	18	models	model	NOUN
assc-56392	63	19	,	,	PUNCT
assc-56392	63	20	the	the	DET
assc-56392	63	21	retrieval	retrieval	NOUN
assc-56392	63	22	efficiency	efficiency	NOUN
assc-56392	63	23	has	have	AUX
assc-56392	63	24	become	become	VERB
assc-56392	63	25	an	an	DET
assc-56392	63	26	issue	issue	NOUN
assc-56392	63	27	that	that	PRON
assc-56392	63	28	can	can	AUX
assc-56392	63	29	not	not	PART
assc-56392	63	30	be	be	AUX
assc-56392	63	31	ignored	ignore	VERB
assc-56392	63	32	,	,	PUNCT
assc-56392	63	33	restricting	restrict	VERB
assc-56392	63	34	the	the	DET
assc-56392	63	35	implementation	implementation	NOUN
assc-56392	63	36	and	and	CCONJ
assc-56392	63	37	deployment	deployment	NOUN
assc-56392	63	38	of	of	ADP
assc-56392	63	39	large	large	ADJ
assc-56392	63	40	-	-	PUNCT
assc-56392	63	41	scale	scale	NOUN
assc-56392	63	42	3d	3d	NUM
assc-56392	63	43	model	model	NOUN
assc-56392	63	44	retrieval	retrieval	PROPN
assc-56392	63	45	systems.in	systems.in	PROPN
assc-56392	63	46	3d	3d	PROPN
assc-56392	63	47	model	model	NOUN
assc-56392	63	48	retrieval	retrieval	NOUN
assc-56392	63	49	,	,	PUNCT
assc-56392	63	50	the	the	DET
assc-56392	63	51	complexity	complexity	NOUN
assc-56392	63	52	of	of	ADP
assc-56392	63	53	the	the	DET
assc-56392	63	54	model	model	NOUN
assc-56392	63	55	's	's	PART
assc-56392	63	56	structural	structural	ADJ
assc-56392	63	57	representation	representation	NOUN
assc-56392	63	58	(	(	PUNCT
assc-56392	63	59	such	such	ADJ
assc-56392	63	60	as	as	ADP
assc-56392	63	61	point	point	NOUN
assc-56392	63	62	clouds	cloud	NOUN
assc-56392	63	63	,	,	PUNCT
assc-56392	63	64	meshes	mesh	NOUN
assc-56392	63	65	,	,	PUNCT
assc-56392	63	66	etc	etc	X
assc-56392	63	67	.	.	X
assc-56392	63	68	)	)	PUNCT
assc-56392	64	1	(	(	PUNCT
assc-56392	64	2	qi	qi	PROPN
assc-56392	64	3	,	,	PUNCT
assc-56392	64	4	su	su	PROPN
assc-56392	64	5	,	,	PUNCT
assc-56392	64	6	mo	mo	PROPN
assc-56392	64	7	,	,	PUNCT
assc-56392	64	8	&	&	CCONJ
assc-56392	64	9	guibas	guibas	PROPN
assc-56392	64	10	,	,	PUNCT
assc-56392	64	11	2017	2017	NUM
assc-56392	64	12	)	)	PUNCT
assc-56392	64	13	and	and	CCONJ
assc-56392	64	14	the	the	DET
assc-56392	64	15	massive	massive	ADJ
assc-56392	64	16	data	data	NOUN
assc-56392	64	17	scale	scale	NOUN
assc-56392	64	18	bring	bring	VERB
assc-56392	64	19	certain	certain	ADJ
assc-56392	64	20	computational	computational	ADJ
assc-56392	64	21	intensity	intensity	NOUN
assc-56392	64	22	to	to	ADP
assc-56392	64	23	the	the	DET
assc-56392	64	24	retrieval	retrieval	NOUN
assc-56392	64	25	efficiency.firstly	efficiency.firstly	ADV
assc-56392	64	26	,	,	PUNCT
assc-56392	64	27	the	the	DET
assc-56392	64	28	structure	structure	NOUN
assc-56392	64	29	of	of	ADP
assc-56392	64	30	a	a	DET
assc-56392	64	31	3d	3d	NUM
assc-56392	64	32	model	model	NOUN
assc-56392	64	33	is	be	AUX
assc-56392	64	34	complex	complex	ADJ
assc-56392	64	35	,	,	PUNCT
assc-56392	64	36	and	and	CCONJ
assc-56392	64	37	its	its	PRON
assc-56392	64	38	features	feature	NOUN
assc-56392	64	39	must	must	AUX
assc-56392	64	40	include	include	VERB
assc-56392	64	41	shape	shape	NOUN
assc-56392	64	42	,	,	PUNCT
assc-56392	64	43	texture	texture	NOUN
assc-56392	64	44	,	,	PUNCT
assc-56392	64	45	and	and	CCONJ
assc-56392	64	46	topological	topological	ADJ
assc-56392	64	47	structure	structure	NOUN
assc-56392	64	48	.	.	PUNCT
assc-56392	65	1	therefore	therefore	ADV
assc-56392	65	2	,	,	PUNCT
assc-56392	65	3	high	high	ADJ
assc-56392	65	4	-	-	PUNCT
assc-56392	65	5	dimensional	dimensional	ADJ
assc-56392	65	6	features	feature	NOUN
assc-56392	65	7	are	be	AUX
assc-56392	65	8	required	require	VERB
assc-56392	65	9	to	to	PART
assc-56392	65	10	have	have	VERB
assc-56392	65	11	a	a	DET
assc-56392	65	12	certain	certain	ADJ
assc-56392	65	13	discrimination	discrimination	NOUN
assc-56392	65	14	ability	ability	NOUN
assc-56392	65	15	.	.	PUNCT
assc-56392	66	1	as	as	ADP
assc-56392	66	2	a	a	DET
assc-56392	66	3	result	result	NOUN
assc-56392	66	4	,	,	PUNCT
assc-56392	66	5	both	both	CCONJ
assc-56392	66	6	the	the	DET
assc-56392	66	7	training	training	NOUN
assc-56392	66	8	and	and	CCONJ
assc-56392	66	9	testing	testing	NOUN
assc-56392	66	10	of	of	ADP
assc-56392	66	11	the	the	DET
assc-56392	66	12	model	model	NOUN
assc-56392	66	13	require	require	VERB
assc-56392	66	14	a	a	DET
assc-56392	66	15	large	large	ADJ
assc-56392	66	16	amount	amount	NOUN
assc-56392	66	17	of	of	ADP
assc-56392	66	18	computing	computing	NOUN
assc-56392	66	19	power	power	NOUN
assc-56392	66	20	,	,	PUNCT
assc-56392	66	21	so	so	ADV
assc-56392	66	22	high	high	ADJ
assc-56392	66	23	-	-	PUNCT
assc-56392	66	24	computing	computing	NOUN
assc-56392	66	25	-	-	PUNCT
assc-56392	66	26	power	power	NOUN
assc-56392	66	27	gpus	gpu	NOUN
assc-56392	66	28	and	and	CCONJ
assc-56392	66	29	a	a	DET
assc-56392	66	30	certain	certain	ADJ
assc-56392	66	31	amount	amount	NOUN
assc-56392	66	32	of	of	ADP
assc-56392	66	33	time	time	NOUN
assc-56392	66	34	are	be	AUX
assc-56392	66	35	needed.in	needed.in	PROPN
assc-56392	66	36	addition	addition	NOUN
assc-56392	66	37	to	to	ADP
assc-56392	66	38	model	model	NOUN
assc-56392	66	39	training	training	NOUN
assc-56392	66	40	,	,	PUNCT
assc-56392	66	41	due	due	ADP
assc-56392	66	42	to	to	ADP
assc-56392	66	43	the	the	DET
assc-56392	66	44	large	large	ADJ
assc-56392	66	45	number	number	NOUN
assc-56392	66	46	of	of	ADP
assc-56392	66	47	model	model	NOUN
assc-56392	66	48	databases	database	NOUN
assc-56392	66	49	,	,	PUNCT
assc-56392	66	50	the	the	DET
assc-56392	66	51	storage	storage	NOUN
assc-56392	66	52	of	of	ADP
assc-56392	66	53	the	the	DET
assc-56392	66	54	model	model	NOUN
assc-56392	66	55	feature	feature	NOUN
assc-56392	66	56	library	library	NOUN
assc-56392	66	57	is	be	AUX
assc-56392	66	58	also	also	ADV
assc-56392	66	59	a	a	DET
assc-56392	66	60	problem	problem	NOUN
assc-56392	66	61	that	that	PRON
assc-56392	66	62	needs	need	VERB
assc-56392	66	63	to	to	PART
assc-56392	66	64	be	be	AUX
assc-56392	66	65	solved.at	solved.at	X
assc-56392	66	66	the	the	DET
assc-56392	66	67	same	same	ADJ
assc-56392	66	68	time	time	NOUN
assc-56392	66	69	,	,	PUNCT
assc-56392	66	70	when	when	SCONJ
assc-56392	66	71	the	the	DET
assc-56392	66	72	number	number	NOUN
assc-56392	66	73	of	of	ADP
assc-56392	66	74	models	model	NOUN
assc-56392	66	75	reaches	reach	VERB
assc-56392	66	76	a	a	DET
assc-56392	66	77	certain	certain	ADJ
assc-56392	66	78	scale	scale	NOUN
assc-56392	66	79	,	,	PUNCT
assc-56392	66	80	the	the	DET
assc-56392	66	81	calculation	calculation	NOUN
assc-56392	66	82	of	of	ADP
assc-56392	66	83	feature	feature	NOUN
assc-56392	66	84	similarity	similarity	NOUN
assc-56392	66	85	during	during	ADP
assc-56392	66	86	model	model	NOUN
assc-56392	66	87	retrieval	retrieval	NOUN
assc-56392	66	88	requires	require	VERB
assc-56392	66	89	a	a	DET
assc-56392	66	90	considerable	considerable	ADJ
assc-56392	66	91	amount	amount	NOUN
assc-56392	66	92	of	of	ADP
assc-56392	66	93	time	time	NOUN
assc-56392	66	94	,	,	PUNCT
assc-56392	66	95	thereby	thereby	ADV
assc-56392	66	96	affecting	affect	VERB
assc-56392	66	97	the	the	DET
assc-56392	66	98	retrieval	retrieval	NOUN
assc-56392	66	99	efficiency	efficiency	NOUN
assc-56392	66	100	and	and	CCONJ
assc-56392	66	101	reducing	reduce	VERB
assc-56392	66	102	the	the	DET
assc-56392	66	103	user	user	NOUN
assc-56392	66	104	experience	experience	NOUN
assc-56392	66	105	of	of	ADP
assc-56392	66	106	the	the	DET
assc-56392	66	107	system	system	NOUN
assc-56392	66	108	.	.	PUNCT
assc-56392	67	1	therefore	therefore	ADV
assc-56392	67	2	,	,	PUNCT
assc-56392	67	3	in	in	ADP
assc-56392	67	4	future	future	ADJ
assc-56392	67	5	model	model	NOUN
assc-56392	67	6	retrieval	retrieval	NOUN
assc-56392	67	7	technologies	technology	NOUN
assc-56392	67	8	,	,	PUNCT
assc-56392	67	9	it	it	PRON
assc-56392	67	10	is	be	AUX
assc-56392	67	11	necessary	necessary	ADJ
assc-56392	67	12	to	to	PART
assc-56392	67	13	construct	construct	VERB
assc-56392	67	14	lightweight	lightweight	ADJ
assc-56392	67	15	feature	feature	NOUN
assc-56392	67	16	extraction	extraction	NOUN
assc-56392	67	17	networks	network	NOUN
assc-56392	67	18	,	,	PUNCT
assc-56392	67	19	reduce	reduce	VERB
assc-56392	67	20	high	high	ADJ
assc-56392	67	21	-	-	PUNCT
assc-56392	67	22	dimensional	dimensional	ADJ
assc-56392	67	23	discriminative	discriminative	NOUN
assc-56392	67	24	features	feature	NOUN
assc-56392	67	25	,	,	PUNCT
assc-56392	67	26	conduct	conduct	VERB
assc-56392	67	27	distributed	distribute	VERB
assc-56392	67	28	computing	computing	NOUN
assc-56392	67	29	to	to	ADP
assc-56392	67	30	lower	low	ADJ
assc-56392	67	31	computing	computing	NOUN
assc-56392	67	32	power	power	NOUN
assc-56392	67	33	consumption	consumption	NOUN
assc-56392	67	34	,	,	PUNCT
assc-56392	67	35	and	and	CCONJ
assc-56392	67	36	integrate	integrate	VERB
assc-56392	67	37	generative	generative	ADJ
assc-56392	67	38	learning	learning	NOUN
assc-56392	67	39	to	to	PART
assc-56392	67	40	explore	explore	VERB
assc-56392	67	41	more	more	ADV
assc-56392	67	42	effective	effective	ADJ
assc-56392	67	43	,	,	PUNCT
assc-56392	67	44	compact	compact	ADJ
assc-56392	67	45	,	,	PUNCT
assc-56392	67	46	and	and	CCONJ
assc-56392	67	47	discriminative	discriminative	NOUN
assc-56392	67	48	features	feature	NOUN
assc-56392	67	49	.	.	PUNCT
assc-56392	68	1	3.3	3.3	NUM
assc-56392	68	2	the	the	DET
assc-56392	68	3	challenges	challenge	NOUN
assc-56392	68	4	faced	face	VERB
assc-56392	68	5	by	by	ADP
assc-56392	68	6	retrieval	retrieval	ADJ
assc-56392	68	7	effect	effect	NOUN
assc-56392	68	8	although	although	SCONJ
assc-56392	68	9	the	the	DET
assc-56392	68	10	current	current	ADJ
assc-56392	68	11	3d	3d	PROPN
assc-56392	68	12	model	model	NOUN
assc-56392	68	13	retrieval	retrieval	NOUN
assc-56392	68	14	technology	technology	NOUN
assc-56392	68	15	has	have	AUX
assc-56392	68	16	achieved	achieve	VERB
assc-56392	68	17	certain	certain	ADJ
assc-56392	68	18	results	result	NOUN
assc-56392	68	19	,	,	PUNCT
assc-56392	68	20	there	there	PRON
assc-56392	68	21	are	be	VERB
assc-56392	68	22	still	still	ADV
assc-56392	68	23	certain	certain	ADJ
assc-56392	68	24	differences	difference	NOUN
assc-56392	68	25	between	between	ADP
assc-56392	68	26	the	the	DET
assc-56392	68	27	retrieval	retrieval	NOUN
assc-56392	68	28	effect	effect	NOUN
assc-56392	68	29	,	,	PUNCT
assc-56392	68	30	such	such	ADJ
assc-56392	68	31	as	as	ADP
assc-56392	68	32	retrieval	retrieval	NOUN
assc-56392	68	33	accuracy	accuracy	NOUN
assc-56392	68	34	rate	rate	NOUN
assc-56392	68	35	,	,	PUNCT
assc-56392	68	36	precision	precision	NOUN
assc-56392	68	37	rate	rate	NOUN
assc-56392	68	38	and	and	CCONJ
assc-56392	68	39	recall	recall	NOUN
assc-56392	68	40	rate	rate	NOUN
assc-56392	68	41	,	,	PUNCT
assc-56392	68	42	and	and	CCONJ
assc-56392	68	43	the	the	DET
assc-56392	68	44	actual	actual	ADJ
assc-56392	68	45	requirements	requirement	NOUN
assc-56392	68	46	.	.	PUNCT
assc-56392	69	1	the	the	DET
assc-56392	69	2	main	main	ADJ
assc-56392	69	3	reason	reason	NOUN
assc-56392	69	4	for	for	ADP
assc-56392	69	5	the	the	DET
assc-56392	69	6	difference	difference	NOUN
assc-56392	69	7	lies	lie	VERB
assc-56392	69	8	in	in	ADP
assc-56392	69	9	the	the	DET
assc-56392	69	10	certain	certain	ADJ
assc-56392	69	11	gap	gap	NOUN
assc-56392	69	12	between	between	ADP
assc-56392	69	13	the	the	DET
assc-56392	69	14	representation	representation	NOUN
assc-56392	69	15	of	of	ADP
assc-56392	69	16	features	feature	NOUN
assc-56392	69	17	and	and	CCONJ
assc-56392	69	18	the	the	DET
assc-56392	69	19	understanding	understanding	NOUN
assc-56392	69	20	of	of	ADP
assc-56392	69	21	high	high	ADJ
assc-56392	69	22	-	-	PUNCT
assc-56392	69	23	level	level	NOUN
assc-56392	69	24	semantics	semantic	NOUN
assc-56392	69	25	.	.	PUNCT
assc-56392	70	1	the	the	DET
assc-56392	70	2	structure	structure	NOUN
assc-56392	70	3	of	of	ADP
assc-56392	70	4	3d	3d	PROPN
assc-56392	70	5	models	model	NOUN
assc-56392	70	6	is	be	AUX
assc-56392	70	7	complex	complex	ADJ
assc-56392	70	8	and	and	CCONJ
assc-56392	70	9	usually	usually	ADV
assc-56392	70	10	relies	rely	VERB
assc-56392	70	11	on	on	ADP
assc-56392	70	12	scene	scene	NOUN
assc-56392	70	13	representation	representation	NOUN
assc-56392	70	14	.	.	PUNCT
assc-56392	71	1	objects	object	NOUN
assc-56392	71	2	with	with	ADP
assc-56392	71	3	the	the	DET
assc-56392	71	4	same	same	ADJ
assc-56392	71	5	structure	structure	NOUN
assc-56392	71	6	in	in	ADP
assc-56392	71	7	different	different	ADJ
assc-56392	71	8	scenes	scene	NOUN
assc-56392	71	9	have	have	VERB
assc-56392	71	10	different	different	ADJ
assc-56392	71	11	meanings	meaning	NOUN
assc-56392	71	12	.	.	PUNCT
assc-56392	72	1	for	for	ADP
assc-56392	72	2	example	example	NOUN
assc-56392	72	3	,	,	PUNCT
assc-56392	72	4	study	study	VERB
assc-56392	72	5	chairs	chair	NOUN
assc-56392	72	6	and	and	CCONJ
assc-56392	72	7	business	business	NOUN
assc-56392	72	8	chairs	chair	NOUN
assc-56392	72	9	have	have	VERB
assc-56392	72	10	a	a	DET
assc-56392	72	11	high	high	ADJ
assc-56392	72	12	degree	degree	NOUN
assc-56392	72	13	of	of	ADP
assc-56392	72	14	similarity	similarity	NOUN
assc-56392	72	15	in	in	ADP
assc-56392	72	16	shape	shape	NOUN
assc-56392	72	17	and	and	CCONJ
assc-56392	72	18	structure	structure	NOUN
assc-56392	72	19	,	,	PUNCT
assc-56392	72	20	and	and	CCONJ
assc-56392	72	21	thus	thus	ADV
assc-56392	72	22	are	be	AUX
assc-56392	72	23	very	very	ADV
assc-56392	72	24	close	close	ADJ
assc-56392	72	25	in	in	ADP
assc-56392	72	26	feature	feature	NOUN
assc-56392	72	27	representation	representation	NOUN
assc-56392	72	28	.	.	PUNCT
assc-56392	73	1	in	in	ADP
assc-56392	73	2	the	the	DET
assc-56392	73	3	retrieval	retrieval	NOUN
assc-56392	73	4	system	system	NOUN
assc-56392	73	5	,	,	PUNCT
assc-56392	73	6	they	they	PRON
assc-56392	73	7	are	be	AUX
assc-56392	73	8	represented	represent	VERB
assc-56392	73	9	as	as	ADP
assc-56392	73	10	similar	similar	ADJ
assc-56392	73	11	objects.however	objects.however	NOUN
assc-56392	73	12	,	,	PUNCT
assc-56392	73	13	due	due	ADP
assc-56392	73	14	to	to	ADP
assc-56392	73	15	the	the	DET
assc-56392	73	16	differences	difference	NOUN
assc-56392	73	17	in	in	ADP
assc-56392	73	18	other	other	ADJ
assc-56392	73	19	high	high	ADJ
assc-56392	73	20	-	-	PUNCT
assc-56392	73	21	level	level	NOUN
assc-56392	73	22	semantics	semantic	NOUN
assc-56392	73	23	such	such	ADJ
assc-56392	73	24	as	as	ADP
assc-56392	73	25	its	its	PRON
assc-56392	73	26	scene	scene	NOUN
assc-56392	73	27	and	and	CCONJ
assc-56392	73	28	texture	texture	NOUN
assc-56392	73	29	,	,	PUNCT
assc-56392	73	30	it	it	PRON
assc-56392	73	31	is	be	AUX
assc-56392	73	32	not	not	PART
assc-56392	73	33	the	the	DET
assc-56392	73	34	target	target	NOUN
assc-56392	73	35	object	object	NOUN
assc-56392	73	36	for	for	ADP
assc-56392	73	37	users	user	NOUN
assc-56392	73	38	to	to	PART
assc-56392	73	39	retrieve.in	retrieve.in	VERB
assc-56392	73	40	the	the	DET
assc-56392	73	41	3d	3d	PROPN
assc-56392	73	42	model	model	NOUN
assc-56392	73	43	retrieval	retrieval	NOUN
assc-56392	73	44	technology	technology	NOUN
assc-56392	73	45	based	base	VERB
assc-56392	73	46	on	on	ADP
assc-56392	73	47	sketches	sketch	NOUN
assc-56392	73	48	and	and	CCONJ
assc-56392	73	49	two	two	NUM
assc-56392	73	50	-	-	PUNCT
assc-56392	73	51	dimensional	dimensional	ADJ
assc-56392	73	52	images	image	NOUN
assc-56392	73	53	,	,	PUNCT
assc-56392	73	54	the	the	DET
assc-56392	73	55	input	input	NOUN
assc-56392	73	56	sketches	sketch	NOUN
assc-56392	73	57	or	or	CCONJ
assc-56392	73	58	two	two	NUM
assc-56392	73	59	-	-	PUNCT
assc-56392	73	60	dimensional	dimensional	ADJ
assc-56392	73	61	images	image	NOUN
assc-56392	73	62	have	have	VERB
assc-56392	73	63	significant	significant	ADJ
assc-56392	73	64	differences	difference	NOUN
assc-56392	73	65	from	from	ADP
assc-56392	73	66	the	the	DET
assc-56392	73	67	3d	3d	NOUN
assc-56392	73	68	models	model	NOUN
assc-56392	73	69	in	in	ADP
assc-56392	73	70	the	the	DET
assc-56392	73	71	database	database	NOUN
assc-56392	73	72	,	,	PUNCT
assc-56392	73	73	which	which	PRON
assc-56392	73	74	leads	lead	VERB
assc-56392	73	75	to	to	ADP
assc-56392	73	76	a	a	DET
assc-56392	73	77	decline	decline	NOUN
assc-56392	73	78	in	in	ADP
assc-56392	73	79	feature	feature	NOUN
assc-56392	73	80	discrimination	discrimination	NOUN
assc-56392	73	81	ability	ability	NOUN
assc-56392	73	82	and	and	CCONJ
assc-56392	73	83	thus	thus	ADV
assc-56392	73	84	affects	affect	VERB
assc-56392	73	85	the	the	DET
assc-56392	73	86	retrieval	retrieval	NOUN
assc-56392	73	87	effect.in	effect.in	NUM
assc-56392	73	88	addition	addition	NOUN
assc-56392	73	89	,	,	PUNCT
assc-56392	73	90	many	many	ADJ
assc-56392	73	91	existing	exist	VERB
assc-56392	73	92	datasets	dataset	NOUN
assc-56392	73	93	have	have	VERB
assc-56392	73	94	limited	limited	ADJ
assc-56392	73	95	scale	scale	NOUN
assc-56392	73	96	,	,	PUNCT
assc-56392	73	97	insufficiently	insufficiently	ADV
assc-56392	73	98	comprehensive	comprehensive	ADJ
assc-56392	73	99	category	category	NOUN
assc-56392	73	100	coverage	coverage	NOUN
assc-56392	73	101	,	,	PUNCT
assc-56392	73	102	and	and	CCONJ
assc-56392	73	103	non	non	ADJ
assc-56392	73	104	-	-	ADJ
assc-56392	73	105	standard	standard	ADJ
assc-56392	73	106	label	label	NOUN
assc-56392	73	107	annotation	annotation	NOUN
assc-56392	73	108	,	,	PUNCT
assc-56392	73	109	all	all	PRON
assc-56392	73	110	of	of	ADP
assc-56392	73	111	which	which	PRON
assc-56392	73	112	restrict	restrict	VERB
assc-56392	73	113	the	the	DET
assc-56392	73	114	current	current	ADJ
assc-56392	73	115	retrieval	retrieval	NOUN
assc-56392	73	116	effect	effect	NOUN
assc-56392	73	117	.	.	PUNCT
assc-56392	74	1	therefore	therefore	ADV
assc-56392	74	2	,	,	PUNCT
assc-56392	74	3	in	in	ADP
assc-56392	74	4	order	order	NOUN
assc-56392	74	5	to	to	PART
assc-56392	74	6	enhance	enhance	VERB
assc-56392	74	7	the	the	DET
assc-56392	74	8	retrieval	retrieval	NOUN
assc-56392	74	9	effect	effect	NOUN
assc-56392	74	10	,	,	PUNCT
assc-56392	74	11	a	a	DET
assc-56392	74	12	more	more	ADJ
assc-56392	74	13	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	NOUN
assc-56392	74	14	advances	advance	NOUN
assc-56392	74	15	in	in	ADP
assc-56392	74	16	social	social	ADJ
assc-56392	74	17	science	science	NOUN
assc-56392	74	18	and	and	CCONJ
assc-56392	74	19	culture	culture	NOUN
assc-56392	74	20	vol	vol	NOUN
assc-56392	74	21	.	.	PROPN
assc-56392	75	1	7	7	NUM
assc-56392	75	2	no	no	NOUN
assc-56392	75	3	.	.	NOUN
assc-56392	75	4	4	4	NUM
assc-56392	75	5	,	,	PUNCT
assc-56392	75	6	2025	2025	NUM
assc-56392	75	7	published	publish	VERB
assc-56392	75	8	by	by	ADP
assc-56392	75	9	scholink	scholink	PROPN
assc-56392	75	10	inc	inc	PROPN
assc-56392	75	11	.	.	PROPN
assc-56392	75	12	113	113	NUM
assc-56392	75	13	powerful	powerful	ADJ
assc-56392	75	14	cross	cross	ADJ
assc-56392	75	15	-	-	ADJ
assc-56392	75	16	modal	modal	ADJ
assc-56392	75	17	semantic	semantic	ADJ
assc-56392	75	18	understanding	understanding	NOUN
assc-56392	75	19	model	model	NOUN
assc-56392	75	20	is	be	AUX
assc-56392	75	21	needed	need	VERB
assc-56392	75	22	to	to	PART
assc-56392	75	23	conduct	conduct	VERB
assc-56392	75	24	in	in	ADP
assc-56392	75	25	-	-	PUNCT
assc-56392	75	26	depth	depth	NOUN
assc-56392	75	27	mining	mining	NOUN
assc-56392	75	28	of	of	ADP
assc-56392	75	29	the	the	DET
assc-56392	75	30	information	information	NOUN
assc-56392	75	31	and	and	CCONJ
assc-56392	75	32	structure	structure	NOUN
assc-56392	75	33	of	of	ADP
assc-56392	75	34	3d	3d	PROPN
assc-56392	75	35	models	model	NOUN
assc-56392	75	36	(	(	PUNCT
assc-56392	75	37	dong	dong	PROPN
assc-56392	75	38	,	,	PUNCT
assc-56392	75	39	zhu	zhu	PROPN
assc-56392	75	40	,	,	PUNCT
assc-56392	75	41	lin	lin	PROPN
assc-56392	75	42	et	et	PROPN
assc-56392	75	43	al	al	PROPN
assc-56392	75	44	.	.	PROPN
assc-56392	75	45	,	,	PUNCT
assc-56392	75	46	2024	2024	NUM
assc-56392	75	47	)	)	PUNCT
assc-56392	75	48	.	.	PUNCT
assc-56392	76	1	4	4	X
assc-56392	76	2	.	.	X
assc-56392	76	3	conclusion	conclusion	NOUN
assc-56392	76	4	based	base	VERB
assc-56392	76	5	on	on	ADP
assc-56392	76	6	the	the	DET
assc-56392	76	7	current	current	ADJ
assc-56392	76	8	development	development	NOUN
assc-56392	76	9	of	of	ADP
assc-56392	76	10	3d	3d	PROPN
assc-56392	76	11	model	model	PROPN
assc-56392	76	12	retrieval	retrieval	PROPN
assc-56392	76	13	technology	technology	NOUN
assc-56392	76	14	,	,	PUNCT
assc-56392	76	15	this	this	DET
assc-56392	76	16	paper	paper	NOUN
assc-56392	76	17	expounds	expound	VERB
assc-56392	76	18	the	the	DET
assc-56392	76	19	application	application	NOUN
assc-56392	76	20	of	of	ADP
assc-56392	76	21	3d	3d	PROPN
assc-56392	76	22	model	model	NOUN
assc-56392	76	23	retrieval	retrieval	NOUN
assc-56392	76	24	technology	technology	NOUN
assc-56392	76	25	in	in	ADP
assc-56392	76	26	the	the	DET
assc-56392	76	27	fields	field	NOUN
assc-56392	76	28	of	of	ADP
assc-56392	76	29	industrial	industrial	ADJ
assc-56392	76	30	design	design	NOUN
assc-56392	76	31	,	,	PUNCT
assc-56392	76	32	biomedicine	biomedicine	NOUN
assc-56392	76	33	,	,	PUNCT
assc-56392	76	34	cultural	cultural	ADJ
assc-56392	76	35	heritage	heritage	NOUN
assc-56392	76	36	protection	protection	NOUN
assc-56392	76	37	and	and	CCONJ
assc-56392	76	38	home	home	NOUN
assc-56392	76	39	services	service	NOUN
assc-56392	76	40	,	,	PUNCT
assc-56392	76	41	and	and	CCONJ
assc-56392	76	42	explains	explain	VERB
assc-56392	76	43	that	that	SCONJ
assc-56392	76	44	3d	3d	PROPN
assc-56392	76	45	model	model	PROPN
assc-56392	76	46	retrieval	retrieval	PROPN
assc-56392	76	47	technology	technology	NOUN
assc-56392	76	48	plays	play	VERB
assc-56392	76	49	an	an	DET
assc-56392	76	50	important	important	ADJ
assc-56392	76	51	role	role	NOUN
assc-56392	76	52	in	in	ADP
assc-56392	76	53	various	various	ADJ
assc-56392	76	54	fields	field	NOUN
assc-56392	76	55	.	.	PUNCT
assc-56392	77	1	at	at	ADP
assc-56392	77	2	the	the	DET
assc-56392	77	3	same	same	ADJ
assc-56392	77	4	time	time	NOUN
assc-56392	77	5	,	,	PUNCT
assc-56392	77	6	the	the	DET
assc-56392	77	7	challenges	challenge	NOUN
assc-56392	77	8	faced	face	VERB
assc-56392	77	9	by	by	ADP
assc-56392	77	10	3d	3d	PROPN
assc-56392	77	11	model	model	PROPN
assc-56392	77	12	retrieval	retrieval	NOUN
assc-56392	77	13	technology	technology	NOUN
assc-56392	77	14	in	in	ADP
assc-56392	77	15	terms	term	NOUN
assc-56392	77	16	of	of	ADP
assc-56392	77	17	generative	generative	ADJ
assc-56392	77	18	artificial	artificial	ADJ
assc-56392	77	19	intelligence	intelligence	NOUN
assc-56392	77	20	,	,	PUNCT
assc-56392	77	21	retrieval	retrieval	NOUN
assc-56392	77	22	efficiency	efficiency	NOUN
assc-56392	77	23	and	and	CCONJ
assc-56392	77	24	retrieval	retrieval	NOUN
assc-56392	77	25	effect	effect	NOUN
assc-56392	77	26	are	be	AUX
assc-56392	77	27	proposed	propose	VERB
assc-56392	77	28	,	,	PUNCT
assc-56392	77	29	as	as	ADV
assc-56392	77	30	well	well	ADV
assc-56392	77	31	as	as	ADP
assc-56392	77	32	the	the	DET
assc-56392	77	33	future	future	ADJ
assc-56392	77	34	research	research	NOUN
assc-56392	77	35	directions	direction	NOUN
assc-56392	77	36	in	in	ADP
assc-56392	77	37	response	response	NOUN
assc-56392	77	38	to	to	ADP
assc-56392	77	39	each	each	DET
assc-56392	77	40	challenge	challenge	NOUN
assc-56392	77	41	.	.	PUNCT
assc-56392	78	1	references	reference	NOUN
assc-56392	78	2	dong	dong	PROPN
assc-56392	78	3	,	,	PUNCT
assc-56392	78	4	w.	w.	PROPN
assc-56392	78	5	,	,	PUNCT
assc-56392	78	6	zhu	zhu	PROPN
assc-56392	78	7	,	,	PUNCT
assc-56392	78	8	h.	h.	PROPN
assc-56392	78	9	,	,	PUNCT
assc-56392	78	10	lin	lin	PROPN
assc-56392	78	11	,	,	PUNCT
assc-56392	78	12	s.	s.	PROPN
assc-56392	78	13	et	et	PROPN
assc-56392	78	14	al	al	PROPN
assc-56392	78	15	.	.	PROPN
assc-56392	78	16	(	(	PUNCT
assc-56392	78	17	2024	2024	NUM
assc-56392	78	18	)	)	PUNCT
assc-56392	78	19	.	.	PUNCT
assc-56392	79	1	fusion	fusion	NOUN
assc-56392	79	2	-	-	PUNCT
assc-56392	79	3	mamba	mamba	NOUN
assc-56392	79	4	for	for	ADP
assc-56392	79	5	cross	cross	ADJ
assc-56392	79	6	-	-	ADJ
assc-56392	79	7	modality	modality	ADJ
assc-56392	79	8	object	object	NOUN
assc-56392	79	9	detection	detection	NOUN
assc-56392	79	10	.	.	PUNCT
assc-56392	80	1	han	han	PROPN
assc-56392	80	2	,	,	PUNCT
assc-56392	80	3	z.	z.	PROPN
assc-56392	80	4	,	,	PUNCT
assc-56392	80	5	shang	shang	PROPN
assc-56392	80	6	,	,	PUNCT
assc-56392	80	7	m.	m.	NOUN
assc-56392	80	8	,	,	PUNCT
assc-56392	80	9	liu	liu	PROPN
assc-56392	80	10	,	,	PUNCT
assc-56392	80	11	z.	z.	PROPN
assc-56392	80	12	,	,	PUNCT
assc-56392	80	13	vong	vong	PROPN
assc-56392	80	14	,	,	PUNCT
assc-56392	80	15	c.	c.	PROPN
assc-56392	80	16	m.	m.	PROPN
assc-56392	80	17	et	et	PROPN
assc-56392	80	18	al	al	PROPN
assc-56392	80	19	.	.	PROPN
assc-56392	80	20	(	(	PUNCT
assc-56392	80	21	2019	2019	NUM
assc-56392	80	22	)	)	PUNCT
assc-56392	80	23	.	.	PUNCT
assc-56392	81	1	seqviews2seqlabels	seqviews2seqlabel	NOUN
assc-56392	81	2	:	:	PUNCT
assc-56392	81	3	learning	learn	VERB
assc-56392	81	4	3d	3d	NUM
assc-56392	81	5	global	global	ADJ
assc-56392	81	6	features	feature	NOUN
assc-56392	81	7	via	via	ADP
assc-56392	81	8	aggregating	aggregate	VERB
assc-56392	81	9	sequential	sequential	ADJ
assc-56392	81	10	views	view	NOUN
assc-56392	81	11	by	by	ADP
assc-56392	81	12	rnn	rnn	NOUN
assc-56392	81	13	with	with	ADP
assc-56392	81	14	attention	attention	NOUN
assc-56392	81	15	.	.	PUNCT
assc-56392	82	1	ieee	ieee	NOUN
assc-56392	82	2	transactions	transaction	NOUN
assc-56392	82	3	on	on	ADP
assc-56392	82	4	image	image	NOUN
assc-56392	82	5	processing	processing	NOUN
assc-56392	82	6	,	,	PUNCT
assc-56392	82	7	28(2	28(2	NUM
assc-56392	82	8	)	)	PUNCT
assc-56392	82	9	,	,	PUNCT
assc-56392	82	10	658	658	NUM
assc-56392	82	11	-	-	SYM
assc-56392	82	12	672	672	NUM
assc-56392	82	13	.	.	PUNCT
assc-56392	83	1	https://doi.org/10.1109/tip.2018.2868426	https://doi.org/10.1109/tip.2018.2868426	PROPN
assc-56392	83	2	ma	ma	PROPN
assc-56392	83	3	,	,	PUNCT
assc-56392	83	4	c.	c.	PROPN
assc-56392	83	5	,	,	PUNCT
assc-56392	83	6	guo	guo	PROPN
assc-56392	83	7	,	,	PUNCT
assc-56392	83	8	y.	y.	PROPN
assc-56392	83	9	,	,	PUNCT
assc-56392	83	10	yang	yang	PROPN
assc-56392	83	11	,	,	PUNCT
assc-56392	83	12	j.	j.	PROPN
assc-56392	83	13	,	,	PUNCT
assc-56392	83	14	&	&	CCONJ
assc-56392	83	15	an	an	PRON
assc-56392	83	16	,	,	PUNCT
assc-56392	83	17	w.	w.	PROPN
assc-56392	83	18	(	(	PUNCT
assc-56392	83	19	2019	2019	NUM
assc-56392	83	20	)	)	PUNCT
assc-56392	83	21	.	.	PUNCT
assc-56392	84	1	learning	learn	VERB
assc-56392	84	2	multi	multi	ADJ
assc-56392	84	3	-	-	ADJ
assc-56392	84	4	view	view	ADJ
assc-56392	84	5	representation	representation	NOUN
assc-56392	84	6	with	with	ADP
assc-56392	84	7	lstm	lstm	NOUN
assc-56392	84	8	for	for	ADP
assc-56392	84	9	3	3	NUM
assc-56392	84	10	-	-	PUNCT
assc-56392	84	11	d	d	NOUN
assc-56392	84	12	shape	shape	NOUN
assc-56392	84	13	recognition	recognition	NOUN
assc-56392	84	14	and	and	CCONJ
assc-56392	84	15	retrieval	retrieval	NOUN
assc-56392	84	16	.	.	PUNCT
assc-56392	85	1	ieee	ieee	NOUN
assc-56392	85	2	transactions	transaction	NOUN
assc-56392	85	3	on	on	ADP
assc-56392	85	4	multimedia	multimedia	NOUN
assc-56392	85	5	,	,	PUNCT
assc-56392	85	6	21(5	21(5	NUM
assc-56392	85	7	)	)	PUNCT
assc-56392	85	8	,	,	PUNCT
assc-56392	85	9	1169	1169	NUM
assc-56392	85	10	-	-	SYM
assc-56392	85	11	1182	1182	NUM
assc-56392	85	12	.	.	PUNCT
assc-56392	86	1	https://doi.org/10.1109/tmm.2018.2875512	https://doi.org/10.1109/tmm.2018.2875512	PROPN
assc-56392	86	2	qi	qi	PROPN
assc-56392	86	3	,	,	PUNCT
assc-56392	86	4	c.	c.	PROPN
assc-56392	86	5	r.	r.	PROPN
assc-56392	86	6	,	,	PUNCT
assc-56392	86	7	su	su	PROPN
assc-56392	86	8	,	,	PUNCT
assc-56392	86	9	h.	h.	PROPN
assc-56392	86	10	,	,	PUNCT
assc-56392	86	11	mo	mo	PROPN
assc-56392	86	12	,	,	PUNCT
assc-56392	86	13	k.	k.	PROPN
assc-56392	86	14	,	,	PUNCT
assc-56392	86	15	&	&	CCONJ
assc-56392	86	16	guibas	guibas	PROPN
assc-56392	86	17	,	,	PUNCT
assc-56392	86	18	l.	l.	PROPN
assc-56392	86	19	j.	j.	PROPN
assc-56392	86	20	(	(	PUNCT
assc-56392	86	21	2017	2017	NUM
assc-56392	86	22	)	)	PUNCT
assc-56392	86	23	.	.	PUNCT
assc-56392	87	1	pointnet	pointnet	NOUN
assc-56392	87	2	:	:	PUNCT
assc-56392	87	3	deep	deep	ADJ
assc-56392	87	4	learning	learning	NOUN
assc-56392	87	5	on	on	ADP
assc-56392	87	6	point	point	NOUN
assc-56392	87	7	sets	set	NOUN
assc-56392	87	8	for	for	ADP
assc-56392	87	9	3d	3d	NUM
assc-56392	87	10	classification	classification	NOUN
assc-56392	87	11	and	and	CCONJ
assc-56392	87	12	segmentation	segmentation	NOUN
assc-56392	87	13	.	.	PUNCT
assc-56392	88	1	proceedings	proceeding	NOUN
assc-56392	88	2	of	of	ADP
assc-56392	88	3	the	the	DET
assc-56392	88	4	ieee	ieee	NOUN
assc-56392	88	5	conference	conference	NOUN
assc-56392	88	6	on	on	ADP
assc-56392	88	7	computer	computer	NOUN
assc-56392	88	8	vision	vision	NOUN
assc-56392	88	9	and	and	CCONJ
assc-56392	88	10	pattern	pattern	NOUN
assc-56392	88	11	recognition(cvpr	recognition(cvpr	NOUN
assc-56392	88	12	)	)	PUNCT
assc-56392	88	13	(	(	PUNCT
assc-56392	88	14	pp	pp	ADJ
assc-56392	88	15	.	.	PUNCT
assc-56392	89	1	77	77	NUM
assc-56392	89	2	-	-	SYM
assc-56392	89	3	85	85	NUM
assc-56392	89	4	)	)	PUNCT
assc-56392	89	5	.	.	PUNCT
assc-56392	90	1	honolulu	honolulu	PROPN
assc-56392	90	2	,	,	PUNCT
assc-56392	90	3	hi	hi	PROPN
assc-56392	90	4	,	,	PUNCT
assc-56392	90	5	usa	usa	PROPN
assc-56392	90	6	:	:	PUNCT
assc-56392	90	7	ieee	ieee	NOUN
assc-56392	90	8	.	.	PUNCT
assc-56392	91	1	https://doi.org/10.1109/cvpr.2017.16	https://doi.org/10.1109/cvpr.2017.16	PROPN
assc-56392	91	2	qi	qi	PROPN
assc-56392	91	3	,	,	PUNCT
assc-56392	91	4	c.	c.	PROPN
assc-56392	91	5	r.	r.	PROPN
assc-56392	91	6	,	,	PUNCT
assc-56392	91	7	yi	yi	PROPN
assc-56392	91	8	,	,	PUNCT
assc-56392	91	9	l.	l.	PROPN
assc-56392	91	10	,	,	PUNCT
assc-56392	91	11	su	su	PROPN
assc-56392	91	12	,	,	PUNCT
assc-56392	91	13	h.	h.	PROPN
assc-56392	91	14	,	,	PUNCT
assc-56392	91	15	&	&	CCONJ
assc-56392	91	16	guibas	guibas	PROPN
assc-56392	91	17	,	,	PUNCT
assc-56392	91	18	l.	l.	PROPN
assc-56392	91	19	j.	j.	PROPN
assc-56392	91	20	(	(	PUNCT
assc-56392	91	21	2017	2017	NUM
assc-56392	91	22	)	)	PUNCT
assc-56392	91	23	.	.	PUNCT
assc-56392	92	1	pointnet++	pointnet++	VERB
assc-56392	92	2	:	:	PUNCT
assc-56392	92	3	deep	deep	ADJ
assc-56392	92	4	hierarchical	hierarchical	ADJ
assc-56392	92	5	feature	feature	NOUN
assc-56392	92	6	learning	learn	VERB
assc-56392	92	7	on	on	ADP
assc-56392	92	8	point	point	NOUN
assc-56392	92	9	sets	set	NOUN
assc-56392	92	10	in	in	ADP
assc-56392	92	11	a	a	DET
assc-56392	92	12	metric	metric	ADJ
assc-56392	92	13	space	space	NOUN
assc-56392	92	14	.	.	PUNCT
assc-56392	93	1	annual	annual	ADJ
assc-56392	93	2	conference	conference	NOUN
assc-56392	93	3	on	on	ADP
assc-56392	93	4	neural	neural	ADJ
assc-56392	93	5	information	information	NOUN
assc-56392	93	6	processing	process	VERB
assc-56392	93	7	systems(neurips	systems(neurip	NOUN
assc-56392	93	8	)	)	PUNCT
assc-56392	93	9	(	(	PUNCT
assc-56392	93	10	pp	pp	ADP
assc-56392	93	11	.	.	PUNCT
assc-56392	93	12	5099	5099	NUM
assc-56392	93	13	-	-	SYM
assc-56392	93	14	5108	5108	NUM
assc-56392	93	15	)	)	PUNCT
assc-56392	93	16	.	.	PUNCT
assc-56392	94	1	long	long	ADJ
assc-56392	94	2	beach	beach	NOUN
assc-56392	94	3	,	,	PUNCT
assc-56392	94	4	ca	ca	PROPN
assc-56392	94	5	,	,	PUNCT
assc-56392	94	6	usa	usa	PROPN
assc-56392	94	7	:	:	PUNCT
assc-56392	94	8	mit	mit	PROPN
assc-56392	94	9	press	press	NOUN
assc-56392	94	10	.	.	PUNCT
assc-56392	95	1	su	su	PROPN
assc-56392	95	2	,	,	PUNCT
assc-56392	95	3	h.	h.	PROPN
assc-56392	95	4	,	,	PUNCT
assc-56392	95	5	maji	maji	PROPN
assc-56392	95	6	,	,	PUNCT
assc-56392	95	7	s.	s.	PROPN
assc-56392	95	8	,	,	PUNCT
assc-56392	95	9	kalogerakis	kalogerakis	PROPN
assc-56392	95	10	,	,	PUNCT
assc-56392	95	11	e.	e.	PROPN
assc-56392	95	12	,	,	PUNCT
assc-56392	95	13	&	&	CCONJ
assc-56392	95	14	learned	learn	VERB
assc-56392	95	15	-	-	PUNCT
assc-56392	95	16	miller	miller	PROPN
assc-56392	95	17	,	,	PUNCT
assc-56392	95	18	e.	e.	PROPN
assc-56392	95	19	g.	g.	PROPN
assc-56392	95	20	(	(	PUNCT
assc-56392	95	21	2015	2015	NUM
assc-56392	95	22	)	)	PUNCT
assc-56392	95	23	.	.	PUNCT
assc-56392	96	1	multi	multi	ADJ
assc-56392	96	2	-	-	ADJ
assc-56392	96	3	view	view	ADJ
assc-56392	96	4	convolutional	convolutional	ADJ
assc-56392	96	5	neural	neural	ADJ
assc-56392	96	6	networks	network	NOUN
assc-56392	96	7	for	for	ADP
assc-56392	96	8	3d	3d	NUM
assc-56392	96	9	shape	shape	NOUN
assc-56392	96	10	recognition	recognition	NOUN
assc-56392	96	11	.	.	PUNCT
assc-56392	97	1	proceedings	proceeding	NOUN
assc-56392	97	2	of	of	ADP
assc-56392	97	3	the	the	DET
assc-56392	97	4	ieee	ieee	NOUN
assc-56392	97	5	/	/	SYM
assc-56392	97	6	cvf	cvf	NOUN
assc-56392	97	7	international	international	ADJ
assc-56392	97	8	conference	conference	NOUN
assc-56392	97	9	on	on	ADP
assc-56392	97	10	computer	computer	NOUN
assc-56392	97	11	vision	vision	NOUN
assc-56392	97	12	(	(	PUNCT
assc-56392	97	13	iccv	iccv	PROPN
assc-56392	97	14	)	)	PUNCT
assc-56392	97	15	(	(	PUNCT
assc-56392	97	16	pp	pp	ADJ
assc-56392	97	17	.	.	PUNCT
assc-56392	98	1	945	945	NUM
assc-56392	98	2	-	-	SYM
assc-56392	98	3	953	953	NUM
assc-56392	98	4	)	)	PUNCT
assc-56392	98	5	.	.	PUNCT
assc-56392	99	1	santiago	santiago	PROPN
assc-56392	99	2	,	,	PUNCT
assc-56392	99	3	chile	chile	NOUN
assc-56392	99	4	:	:	PUNCT
assc-56392	99	5	ieee	ieee	NOUN
assc-56392	99	6	.	.	PUNCT
assc-56392	100	1	https://doi.org/10.1109/iccv.2015.114	https://doi.org/10.1109/iccv.2015.114	PROPN
assc-56392	100	2	wang	wang	PROPN
assc-56392	100	3	,	,	PUNCT
assc-56392	100	4	p.	p.	PROPN
assc-56392	100	5	s.	s.	PROPN
assc-56392	100	6	,	,	PUNCT
assc-56392	100	7	liu	liu	PROPN
assc-56392	100	8	,	,	PUNCT
assc-56392	100	9	y.	y.	PROPN
assc-56392	100	10	,	,	PUNCT
assc-56392	100	11	guo	guo	PROPN
assc-56392	100	12	,	,	PUNCT
assc-56392	100	13	y.	y.	PROPN
assc-56392	100	14	x.	x.	PROPN
assc-56392	100	15	,	,	PUNCT
assc-56392	100	16	sun	sun	PROPN
assc-56392	100	17	,	,	PUNCT
assc-56392	100	18	c.	c.	PROPN
assc-56392	100	19	y.	y.	PROPN
assc-56392	100	20	et	et	PROPN
assc-56392	100	21	al	al	PROPN
assc-56392	100	22	.	.	PROPN
assc-56392	100	23	(	(	PUNCT
assc-56392	100	24	2017	2017	NUM
assc-56392	100	25	)	)	PUNCT
assc-56392	100	26	.	.	PUNCT
assc-56392	101	1	o	o	X
assc-56392	101	2	-	-	PUNCT
assc-56392	101	3	cnn	cnn	PROPN
assc-56392	101	4	:	:	PUNCT
assc-56392	101	5	octree	octree	PROPN
assc-56392	101	6	-	-	PUNCT
assc-56392	101	7	based	base	VERB
assc-56392	101	8	convolutional	convolutional	ADJ
assc-56392	101	9	neural	neural	ADJ
assc-56392	101	10	networks	network	NOUN
assc-56392	101	11	for	for	ADP
assc-56392	101	12	3d	3d	NUM
assc-56392	101	13	shape	shape	NOUN
assc-56392	101	14	analysis	analysis	NOUN
assc-56392	101	15	.	.	PUNCT
assc-56392	102	1	acm	acm	NOUN
assc-56392	102	2	transactions	transaction	NOUN
assc-56392	102	3	on	on	ADP
assc-56392	102	4	graphics	graphic	NOUN
assc-56392	102	5	,	,	PUNCT
assc-56392	102	6	36(4	36(4	NUM
assc-56392	102	7	)	)	PUNCT
assc-56392	102	8	,	,	PUNCT
assc-56392	102	9	72	72	NUM
assc-56392	102	10	,	,	PUNCT
assc-56392	102	11	1	1	NUM
assc-56392	102	12	-	-	SYM
assc-56392	102	13	72	72	NUM
assc-56392	102	14	,	,	PUNCT
assc-56392	102	15	11	11	NUM
assc-56392	102	16	.	.	X
assc-56392	102	17	https://doi.org/10.1145/3072959.3073608	https://doi.org/10.1145/3072959.3073608	ADJ
assc-56392	102	18	wu	wu	PROPN
assc-56392	102	19	,	,	PUNCT
assc-56392	102	20	z.	z.	PROPN
assc-56392	102	21	,	,	PUNCT
assc-56392	102	22	song	song	NOUN
assc-56392	102	23	,	,	PUNCT
assc-56392	102	24	s.	s.	PROPN
assc-56392	102	25	,	,	PUNCT
assc-56392	102	26	khosla	khosla	PROPN
assc-56392	102	27	,	,	PUNCT
assc-56392	102	28	a.	a.	PROPN
assc-56392	102	29	,	,	PUNCT
assc-56392	102	30	yu	yu	PROPN
assc-56392	102	31	,	,	PUNCT
assc-56392	102	32	f.	f.	PROPN
assc-56392	102	33	et	et	PROPN
assc-56392	102	34	al	al	PROPN
assc-56392	102	35	.	.	PROPN
assc-56392	103	1	(	(	PUNCT
assc-56392	103	2	2015	2015	NUM
assc-56392	103	3	)	)	PUNCT
assc-56392	103	4	.	.	PUNCT
assc-56392	104	1	3d	3d	NUM
assc-56392	104	2	shapenets	shapenet	NOUN
assc-56392	104	3	:	:	PUNCT
assc-56392	104	4	a	a	DET
assc-56392	104	5	deep	deep	ADJ
assc-56392	104	6	representation	representation	NOUN
assc-56392	104	7	for	for	ADP
assc-56392	104	8	volumetric	volumetric	NOUN
assc-56392	104	9	shapes[c	shapes[c	NOUN
assc-56392	104	10	]	]	PUNCT
assc-56392	104	11	.	.	PUNCT
assc-56392	105	1	proceedings	proceeding	NOUN
assc-56392	105	2	of	of	ADP
assc-56392	105	3	the	the	DET
assc-56392	105	4	ieee	ieee	NOUN
assc-56392	105	5	conference	conference	NOUN
assc-56392	105	6	on	on	ADP
assc-56392	105	7	computer	computer	NOUN
assc-56392	105	8	vision	vision	NOUN
assc-56392	105	9	and	and	CCONJ
assc-56392	105	10	pattern	pattern	NOUN
assc-56392	105	11	recognition	recognition	NOUN
assc-56392	105	12	(	(	PUNCT
assc-56392	105	13	cvpr	cvpr	NOUN
assc-56392	105	14	)	)	PUNCT
assc-56392	105	15	.	.	PUNCT
assc-56392	106	1	boston	boston	PROPN
assc-56392	106	2	,	,	PUNCT
assc-56392	106	3	ma	ma	PROPN
assc-56392	106	4	,	,	PUNCT
assc-56392	106	5	usa	usa	PROPN
assc-56392	106	6	:	:	PUNCT
assc-56392	106	7	ieee	ieee	NOUN
assc-56392	106	8	,	,	PUNCT
assc-56392	106	9	1912	1912	NUM
assc-56392	106	10	-	-	SYM
assc-56392	106	11	1920	1920	NUM
assc-56392	106	12	.	.	PUNCT
assc-56392	107	1	the	the	DET
assc-56392	107	2	application	application	NOUN
assc-56392	107	3	and	and	CCONJ
assc-56392	107	4	challenges	challenge	NOUN
assc-56392	107	5	of	of	ADP
assc-56392	107	6	3d	3d	NUM
assc-56392	107	7	model	model	NOUN
assc-56392	107	8	retriev	retriev	PROPN
assc-56392	107	9	ziqi	ziqi	PROPN
assc-56392	107	10	shi1	shi1	VERB
assc-56392	107	11	1	1	NUM
assc-56392	107	12	school	school	NOUN
assc-56392	107	13	of	of	ADP
assc-56392	107	14	information	information	NOUN
assc-56392	107	15	technology	technology	NOUN
assc-56392	107	16	engineering	engineering	NOUN
assc-56392	107	17	,	,	PUNCT
assc-56392	107	18	ti	ti	NOUN
assc-56392	107	19	abstract	abstract	ADJ
assc-56392	107	20	keywords	keyword	NOUN
assc-56392	107	21	references	reference	NOUN