id	sid	tid	token	lemma	pos
ajst-1297	1	1	academic	academic	ADJ
ajst-1297	1	2	journal	journal	NOUN
ajst-1297	1	3	of	of	ADP
ajst-1297	1	4	science	science	NOUN
ajst-1297	1	5	and	and	CCONJ
ajst-1297	1	6	technology	technology	NOUN
ajst-1297	1	7	issn	issn	NOUN
ajst-1297	1	8	:	:	PUNCT
ajst-1297	1	9	2771	2771	NUM
ajst-1297	1	10	-	-	SYM
ajst-1297	1	11	3032	3032	NUM
ajst-1297	1	12	|	|	NOUN
ajst-1297	1	13	vol	vol	NOUN
ajst-1297	1	14	.	.	PROPN
ajst-1297	2	1	2	2	NUM
ajst-1297	2	2	,	,	PUNCT
ajst-1297	2	3	no	no	INTJ
ajst-1297	2	4	.	.	NOUN
ajst-1297	2	5	2	2	NUM
ajst-1297	2	6	,	,	PUNCT
ajst-1297	2	7	2022	2022	NUM
ajst-1297	2	8	118	118	NUM
ajst-1297	2	9	researchon	researchon	VERB
ajst-1297	2	10	visual	visual	ADJ
ajst-1297	2	11	modeling	modeling	NOUN
ajst-1297	2	12	technology	technology	NOUN
ajst-1297	2	13	of	of	ADP
ajst-1297	2	14	3d	3d	PROPN
ajst-1297	2	15	mining	mining	NOUN
ajst-1297	2	16	engineering	engineering	NOUN
ajst-1297	2	17	based	base	VERB
ajst-1297	2	18	on	on	ADP
ajst-1297	2	19	deep	deep	ADJ
ajst-1297	2	20	learning	learning	NOUN
ajst-1297	2	21	wenle	wenle	PROPN
ajst-1297	2	22	yu	yu	PROPN
ajst-1297	2	23	,	,	PUNCT
ajst-1297	2	24	pengfei	pengfei	PROPN
ajst-1297	2	25	wang	wang	PROPN
ajst-1297	2	26	*	*	PROPN
ajst-1297	2	27	,	,	PUNCT
ajst-1297	2	28	wanyu	wanyu	VERB
ajst-1297	2	29	du	du	PROPN
ajst-1297	2	30	,	,	PUNCT
ajst-1297	2	31	xiaochun	xiaochun	PROPN
ajst-1297	2	32	shen	shen	PROPN
ajst-1297	2	33	school	school	NOUN
ajst-1297	2	34	of	of	ADP
ajst-1297	2	35	architecture	architecture	NOUN
ajst-1297	2	36	and	and	CCONJ
ajst-1297	2	37	civil	civil	ADJ
ajst-1297	2	38	engineering	engineering	NOUN
ajst-1297	2	39	,	,	PUNCT
ajst-1297	2	40	huangshan	huangshan	PROPN
ajst-1297	2	41	university	university	PROPN
ajst-1297	2	42	,	,	PUNCT
ajst-1297	2	43	huangshan	huangshan	PROPN
ajst-1297	2	44	245041	245041	NUM
ajst-1297	2	45	,	,	PUNCT
ajst-1297	2	46	china	china	PROPN
ajst-1297	2	47	corresponding	corresponding	PROPN
ajst-1297	2	48	author	author	NOUN
ajst-1297	2	49	:	:	PUNCT
ajst-1297	2	50	peng	peng	PROPN
ajst-1297	2	51	-	-	PUNCT
ajst-1297	2	52	fei	fei	PROPN
ajst-1297	2	53	wang	wang	PROPN
ajst-1297	2	54	(	(	PUNCT
ajst-1297	2	55	email	email	NOUN
ajst-1297	2	56	address	address	NOUN
ajst-1297	2	57	:	:	PUNCT
ajst-1297	2	58	pfwang@hsu.edu.cn	pfwang@hsu.edu.cn	NOUN
ajst-1297	2	59	)	)	PUNCT
ajst-1297	3	1	abstract	abstract	NOUN
ajst-1297	3	2	:	:	PUNCT
ajst-1297	3	3	deep	deep	ADJ
ajst-1297	3	4	learning	learning	NOUN
ajst-1297	3	5	is	be	AUX
ajst-1297	3	6	a	a	DET
ajst-1297	3	7	study	study	NOUN
ajst-1297	3	8	hotspot	hotspot	NOUN
ajst-1297	3	9	in	in	ADP
ajst-1297	3	10	the	the	DET
ajst-1297	3	11	domain	domain	NOUN
ajst-1297	3	12	of	of	ADP
ajst-1297	3	13	man	man	NOUN
ajst-1297	3	14	-	-	PUNCT
ajst-1297	3	15	made	make	VERB
ajst-1297	3	16	intelligence	intelligence	NOUN
ajst-1297	3	17	.	.	PUNCT
ajst-1297	4	1	it	it	PRON
ajst-1297	4	2	is	be	AUX
ajst-1297	4	3	an	an	DET
ajst-1297	4	4	inevitable	inevitable	ADJ
ajst-1297	4	5	trend	trend	NOUN
ajst-1297	4	6	to	to	PART
ajst-1297	4	7	use	use	VERB
ajst-1297	4	8	deep	deep	ADJ
ajst-1297	4	9	learning	learning	NOUN
ajst-1297	4	10	to	to	PART
ajst-1297	4	11	support	support	VERB
ajst-1297	4	12	the	the	DET
ajst-1297	4	13	study	study	NOUN
ajst-1297	4	14	work	work	NOUN
ajst-1297	4	15	of	of	ADP
ajst-1297	4	16	man	man	NOUN
ajst-1297	4	17	-	-	PUNCT
ajst-1297	4	18	made	make	VERB
ajst-1297	4	19	intelligence	intelligence	NOUN
ajst-1297	4	20	,	,	PUNCT
ajst-1297	4	21	and	and	CCONJ
ajst-1297	4	22	it	it	PRON
ajst-1297	4	23	has	have	AUX
ajst-1297	4	24	shown	show	VERB
ajst-1297	4	25	its	its	PRON
ajst-1297	4	26	act	act	NOUN
ajst-1297	4	27	advantages	advantage	NOUN
ajst-1297	4	28	in	in	ADP
ajst-1297	4	29	the	the	DET
ajst-1297	4	30	domains	domain	NOUN
ajst-1297	4	31	of	of	ADP
ajst-1297	4	32	picture	picture	NOUN
ajst-1297	4	33	,	,	PUNCT
ajst-1297	4	34	speech	speech	NOUN
ajst-1297	4	35	and	and	CCONJ
ajst-1297	4	36	text	text	NOUN
ajst-1297	4	37	.	.	PUNCT
ajst-1297	5	1	interpretive	interpretive	ADJ
ajst-1297	5	2	approach	approach	NOUN
ajst-1297	5	3	of	of	ADP
ajst-1297	5	4	deep	deep	ADJ
ajst-1297	5	5	learning	learning	NOUN
ajst-1297	5	6	is	be	AUX
ajst-1297	5	7	an	an	DET
ajst-1297	5	8	interdisciplinary	interdisciplinary	ADJ
ajst-1297	5	9	study	study	NOUN
ajst-1297	5	10	subject	subject	NOUN
ajst-1297	5	11	of	of	ADP
ajst-1297	5	12	man	man	NOUN
ajst-1297	5	13	-	-	PUNCT
ajst-1297	5	14	made	make	VERB
ajst-1297	5	15	intelligence	intelligence	NOUN
ajst-1297	5	16	,	,	PUNCT
ajst-1297	5	17	machine	machine	NOUN
ajst-1297	5	18	learning(ml	learning(ml	PROPN
ajst-1297	5	19	)	)	PUNCT
ajst-1297	5	20	,	,	PUNCT
ajst-1297	5	21	cognitive	cognitive	ADJ
ajst-1297	5	22	psychics	psychic	NOUN
ajst-1297	5	23	,	,	PUNCT
ajst-1297	5	24	logic	logic	NOUN
ajst-1297	5	25	and	and	CCONJ
ajst-1297	5	26	many	many	ADJ
ajst-1297	5	27	other	other	ADJ
ajst-1297	5	28	disciplines	discipline	NOUN
ajst-1297	5	29	.	.	PUNCT
ajst-1297	6	1	it	it	PRON
ajst-1297	6	2	has	have	VERB
ajst-1297	6	3	vital	vital	ADJ
ajst-1297	6	4	abstract	abstract	ADJ
ajst-1297	6	5	study	study	NOUN
ajst-1297	6	6	meaning	meaning	NOUN
ajst-1297	6	7	and	and	CCONJ
ajst-1297	6	8	actual	actual	ADJ
ajst-1297	6	9	apply	apply	VERB
ajst-1297	6	10	worth	worth	ADJ
ajst-1297	6	11	in	in	ADP
ajst-1297	6	12	message	message	NOUN
ajst-1297	6	13	push	push	NOUN
ajst-1297	6	14	,	,	PUNCT
ajst-1297	6	15	medical	medical	ADJ
ajst-1297	6	16	study	study	NOUN
ajst-1297	6	17	,	,	PUNCT
ajst-1297	6	18	finance	finance	NOUN
ajst-1297	6	19	,	,	PUNCT
ajst-1297	6	20	message	message	NOUN
ajst-1297	6	21	security	security	NOUN
ajst-1297	6	22	and	and	CCONJ
ajst-1297	6	23	other	other	ADJ
ajst-1297	6	24	domains	domain	NOUN
ajst-1297	6	25	.	.	PUNCT
ajst-1297	7	1	deep	deep	ADJ
ajst-1297	7	2	learning	learning	NOUN
ajst-1297	7	3	is	be	AUX
ajst-1297	7	4	a	a	DET
ajst-1297	7	5	new	new	ADJ
ajst-1297	7	6	study	study	NOUN
ajst-1297	7	7	direction	direction	NOUN
ajst-1297	7	8	in	in	ADP
ajst-1297	7	9	the	the	DET
ajst-1297	7	10	domain	domain	NOUN
ajst-1297	7	11	of	of	ADP
ajst-1297	7	12	ml	ml	NOUN
ajst-1297	7	13	.	.	PUNCT
ajst-1297	8	1	by	by	ADP
ajst-1297	8	2	imitating	imitate	VERB
ajst-1297	8	3	the	the	DET
ajst-1297	8	4	structure	structure	NOUN
ajst-1297	8	5	of	of	ADP
ajst-1297	8	6	human	human	ADJ
ajst-1297	8	7	brain	brain	NOUN
ajst-1297	8	8	,	,	PUNCT
ajst-1297	8	9	it	it	PRON
ajst-1297	8	10	can	can	AUX
ajst-1297	8	11	efficiently	efficiently	ADV
ajst-1297	8	12	course	course	VERB
ajst-1297	8	13	complicated	complicated	ADJ
ajst-1297	8	14	input	input	NOUN
ajst-1297	8	15	data	datum	NOUN
ajst-1297	8	16	,	,	PUNCT
ajst-1297	8	17	smartly	smartly	ADV
ajst-1297	8	18	learn	learn	VERB
ajst-1297	8	19	divers	diver	NOUN
ajst-1297	8	20	knowledge	knowledge	NOUN
ajst-1297	8	21	,	,	PUNCT
ajst-1297	8	22	and	and	CCONJ
ajst-1297	8	23	availably	availably	ADV
ajst-1297	8	24	solve	solve	VERB
ajst-1297	8	25	many	many	ADJ
ajst-1297	8	26	kinds	kind	NOUN
ajst-1297	8	27	of	of	ADP
ajst-1297	8	28	complicated	complicated	ADJ
ajst-1297	8	29	smart	smart	ADJ
ajst-1297	8	30	question	question	NOUN
ajst-1297	8	31	.	.	PUNCT
ajst-1297	9	1	in	in	ADP
ajst-1297	9	2	recent	recent	ADJ
ajst-1297	9	3	years	year	NOUN
ajst-1297	9	4	,	,	PUNCT
ajst-1297	9	5	with	with	ADP
ajst-1297	9	6	the	the	DET
ajst-1297	9	7	emergence	emergence	NOUN
ajst-1297	9	8	of	of	ADP
ajst-1297	9	9	efficient	efficient	ADJ
ajst-1297	9	10	learning	learning	NOUN
ajst-1297	9	11	lrus	lrus	NOUN
ajst-1297	9	12	for	for	ADP
ajst-1297	9	13	deep	deep	ADJ
ajst-1297	9	14	learning	learning	NOUN
ajst-1297	9	15	,	,	PUNCT
ajst-1297	9	16	the	the	DET
ajst-1297	9	17	ml	ml	X
ajst-1297	9	18	community	community	NOUN
ajst-1297	9	19	has	have	AUX
ajst-1297	9	20	set	set	VERB
ajst-1297	9	21	off	off	ADP
ajst-1297	9	22	an	an	DET
ajst-1297	9	23	upsurge	upsurge	NOUN
ajst-1297	9	24	of	of	ADP
ajst-1297	9	25	studying	study	VERB
ajst-1297	9	26	the	the	DET
ajst-1297	9	27	theory	theory	NOUN
ajst-1297	9	28	and	and	CCONJ
ajst-1297	9	29	apply	apply	VERB
ajst-1297	9	30	of	of	ADP
ajst-1297	9	31	deep	deep	ADJ
ajst-1297	9	32	learning	learning	NOUN
ajst-1297	9	33	.	.	PUNCT
ajst-1297	10	1	the	the	DET
ajst-1297	10	2	rise	rise	NOUN
ajst-1297	10	3	of	of	ADP
ajst-1297	10	4	3d	3d	NUM
ajst-1297	10	5	modeling	modeling	NOUN
ajst-1297	10	6	technology	technology	NOUN
ajst-1297	10	7	has	have	AUX
ajst-1297	10	8	promoted	promote	VERB
ajst-1297	10	9	the	the	DET
ajst-1297	10	10	vigorous	vigorous	ADJ
ajst-1297	10	11	expand	expand	NOUN
ajst-1297	10	12	of	of	ADP
ajst-1297	10	13	computer	computer	NOUN
ajst-1297	10	14	simulation	simulation	NOUN
ajst-1297	10	15	and	and	CCONJ
ajst-1297	10	16	virtual	virtual	ADJ
ajst-1297	10	17	reality	reality	NOUN
ajst-1297	10	18	technology	technology	NOUN
ajst-1297	10	19	,	,	PUNCT
ajst-1297	10	20	and	and	CCONJ
ajst-1297	10	21	various	various	ADJ
ajst-1297	10	22	3d	3d	NUM
ajst-1297	10	23	modeling	modeling	NOUN
ajst-1297	10	24	software	software	NOUN
ajst-1297	10	25	platforms	platform	NOUN
ajst-1297	10	26	and	and	CCONJ
ajst-1297	10	27	simulation	simulation	NOUN
ajst-1297	10	28	systemics	systemic	NOUN
ajst-1297	10	29	have	have	AUX
ajst-1297	10	30	emerged	emerge	VERB
ajst-1297	10	31	as	as	ADP
ajst-1297	10	32	the	the	DET
ajst-1297	10	33	times	time	NOUN
ajst-1297	10	34	require	require	VERB
ajst-1297	10	35	.	.	PUNCT
ajst-1297	11	1	these	these	DET
ajst-1297	11	2	platforms	platform	NOUN
ajst-1297	11	3	and	and	CCONJ
ajst-1297	11	4	systemics	systemic	NOUN
ajst-1297	11	5	provide	provide	VERB
ajst-1297	11	6	powerful	powerful	ADJ
ajst-1297	11	7	design	design	NOUN
ajst-1297	11	8	tools	tool	NOUN
ajst-1297	11	9	and	and	CCONJ
ajst-1297	11	10	intellectual	intellectual	ADJ
ajst-1297	11	11	support	support	NOUN
ajst-1297	11	12	.	.	PUNCT
ajst-1297	12	1	through	through	ADP
ajst-1297	12	2	the	the	DET
ajst-1297	12	3	simulation	simulation	NOUN
ajst-1297	12	4	analysis	analysis	NOUN
ajst-1297	12	5	of	of	ADP
ajst-1297	12	6	real	real	ADJ
ajst-1297	12	7	scenes	scene	NOUN
ajst-1297	12	8	,	,	PUNCT
ajst-1297	12	9	people	people	NOUN
ajst-1297	12	10	can	can	AUX
ajst-1297	12	11	directly	directly	ADV
ajst-1297	12	12	start	start	VERB
ajst-1297	12	13	with	with	ADP
ajst-1297	12	14	3d	3d	PROPN
ajst-1297	12	15	notions	notion	NOUN
ajst-1297	12	16	and	and	CCONJ
ajst-1297	12	17	ideas	idea	NOUN
ajst-1297	12	18	and	and	CCONJ
ajst-1297	12	19	make	make	VERB
ajst-1297	12	20	visual	visual	ADJ
ajst-1297	12	21	design	design	NOUN
ajst-1297	12	22	schemes	scheme	NOUN
ajst-1297	12	23	and	and	CCONJ
ajst-1297	12	24	evaluation	evaluation	NOUN
ajst-1297	12	25	systemics	systemic	NOUN
ajst-1297	12	26	.	.	PUNCT
ajst-1297	13	1	keywords	keyword	NOUN
ajst-1297	13	2	:	:	PUNCT
ajst-1297	13	3	deep	deep	ADJ
ajst-1297	13	4	learning	learning	NOUN
ajst-1297	13	5	,	,	PUNCT
ajst-1297	13	6	3d	3d	NUM
ajst-1297	13	7	mining	mining	NOUN
ajst-1297	13	8	engineering	engineering	NOUN
ajst-1297	13	9	,	,	PUNCT
ajst-1297	13	10	visual	visual	ADJ
ajst-1297	13	11	modeling	modeling	NOUN
ajst-1297	13	12	technology	technology	NOUN
ajst-1297	13	13	of	of	ADP
ajst-1297	13	14	mining	mining	NOUN
ajst-1297	13	15	engineering	engineering	NOUN
ajst-1297	13	16	.	.	PUNCT
ajst-1297	14	1	1	1	X
ajst-1297	14	2	.	.	X
ajst-1297	14	3	introduction	introduction	NOUN
ajst-1297	14	4	for	for	ADP
ajst-1297	14	5	a	a	DET
ajst-1297	14	6	long	long	ADJ
ajst-1297	14	7	time	time	NOUN
ajst-1297	14	8	,	,	PUNCT
ajst-1297	14	9	mining	mining	NOUN
ajst-1297	14	10	and	and	CCONJ
ajst-1297	14	11	geologists	geologist	NOUN
ajst-1297	14	12	hope	hope	VERB
ajst-1297	14	13	to	to	PART
ajst-1297	14	14	be	be	AUX
ajst-1297	14	15	able	able	ADJ
ajst-1297	14	16	to	to	PART
ajst-1297	14	17	intuitively	intuitively	ADV
ajst-1297	14	18	and	and	CCONJ
ajst-1297	14	19	accurately	accurately	ADV
ajst-1297	14	20	delineate	delineate	VERB
ajst-1297	14	21	the	the	DET
ajst-1297	14	22	boundaries	boundary	NOUN
ajst-1297	14	23	of	of	ADP
ajst-1297	14	24	ore	ore	NOUN
ajst-1297	14	25	bodies	body	NOUN
ajst-1297	14	26	,	,	PUNCT
ajst-1297	14	27	understand	understand	VERB
ajst-1297	14	28	the	the	DET
ajst-1297	14	29	three	three	NUM
ajst-1297	14	30	-	-	PUNCT
ajst-1297	14	31	dimensional	dimensional	ADJ
ajst-1297	14	32	shape	shape	NOUN
ajst-1297	14	33	of	of	ADP
ajst-1297	14	34	geological	geological	ADJ
ajst-1297	14	35	structures	structure	NOUN
ajst-1297	14	36	,	,	PUNCT
ajst-1297	14	37	accurately	accurately	ADV
ajst-1297	14	38	interpret	interpret	VERB
ajst-1297	14	39	underground	underground	ADJ
ajst-1297	14	40	geological	geological	ADJ
ajst-1297	14	41	bodies	body	NOUN
ajst-1297	14	42	,	,	PUNCT
ajst-1297	14	43	and	and	CCONJ
ajst-1297	14	44	realize	realize	VERB
ajst-1297	14	45	three	three	NUM
ajst-1297	14	46	-	-	PUNCT
ajst-1297	14	47	dimensional	dimensional	ADJ
ajst-1297	14	48	visualization	visualization	NOUN
ajst-1297	14	49	of	of	ADP
ajst-1297	14	50	ore	ore	NOUN
ajst-1297	14	51	deposits	deposit	NOUN
ajst-1297	14	52	,	,	PUNCT
ajst-1297	14	53	so	so	SCONJ
ajst-1297	14	54	as	as	SCONJ
ajst-1297	14	55	to	to	PART
ajst-1297	14	56	make	make	VERB
ajst-1297	14	57	accurate	accurate	ADJ
ajst-1297	14	58	reserve	reserve	NOUN
ajst-1297	14	59	estimation	estimation	NOUN
ajst-1297	14	60	and	and	CCONJ
ajst-1297	14	61	reasonable	reasonable	ADJ
ajst-1297	14	62	mining	mining	NOUN
ajst-1297	14	63	design	design	NOUN
ajst-1297	14	64	of	of	ADP
ajst-1297	14	65	ore	ore	NOUN
ajst-1297	14	66	deposits	deposit	NOUN
ajst-1297	14	67	,	,	PUNCT
ajst-1297	14	68	and	and	CCONJ
ajst-1297	14	69	guide	guide	VERB
ajst-1297	14	70	mining	mining	NOUN
ajst-1297	14	71	expand	expand	NOUN
ajst-1297	14	72	and	and	CCONJ
ajst-1297	14	73	deep	deep	ADJ
ajst-1297	14	74	prospecting	prospect	VERB
ajst-1297	14	75	prediction	prediction	NOUN
ajst-1297	14	76	.	.	PUNCT
ajst-1297	15	1	since	since	SCONJ
ajst-1297	15	2	the	the	DET
ajst-1297	15	3	1970s	1970	NOUN
ajst-1297	15	4	,	,	PUNCT
ajst-1297	15	5	computer	computer	NOUN
ajst-1297	15	6	graphics	graphic	NOUN
ajst-1297	15	7	,	,	PUNCT
ajst-1297	15	8	man	man	NOUN
ajst-1297	15	9	-	-	PUNCT
ajst-1297	15	10	made	make	VERB
ajst-1297	15	11	intelligence	intelligence	NOUN
ajst-1297	15	12	,	,	PUNCT
ajst-1297	15	13	communication	communication	NOUN
ajst-1297	15	14	technology	technology	NOUN
ajst-1297	15	15	and	and	CCONJ
ajst-1297	15	16	simulation	simulation	NOUN
ajst-1297	15	17	technology	technology	NOUN
ajst-1297	15	18	have	have	AUX
ajst-1297	15	19	been	be	AUX
ajst-1297	15	20	further	far	ADV
ajst-1297	15	21	developed	develop	VERB
ajst-1297	15	22	,	,	PUNCT
ajst-1297	15	23	and	and	CCONJ
ajst-1297	15	24	some	some	DET
ajst-1297	15	25	new	new	ADJ
ajst-1297	15	26	simulation	simulation	NOUN
ajst-1297	15	27	theories	theory	NOUN
ajst-1297	15	28	have	have	AUX
ajst-1297	15	29	emerged	emerge	VERB
ajst-1297	15	30	one	one	NUM
ajst-1297	15	31	after	after	ADP
ajst-1297	15	32	another	another	PRON
ajst-1297	15	33	,	,	PUNCT
ajst-1297	15	34	such	such	ADJ
ajst-1297	15	35	as	as	ADP
ajst-1297	15	36	ug	ug	ADP
ajst-1297	15	37	simulation	simulation	NOUN
ajst-1297	15	38	theory	theory	NOUN
ajst-1297	15	39	,	,	PUNCT
ajst-1297	15	40	picture	picture	NOUN
ajst-1297	15	41	simulation	simulation	NOUN
ajst-1297	15	42	theory	theory	NOUN
ajst-1297	15	43	and	and	CCONJ
ajst-1297	15	44	virtual	virtual	ADJ
ajst-1297	15	45	reality	reality	NOUN
ajst-1297	15	46	theory	theory	NOUN
ajst-1297	15	47	.	.	PUNCT
ajst-1297	16	1	there	there	PRON
ajst-1297	16	2	are	be	VERB
ajst-1297	16	3	many	many	ADJ
ajst-1297	16	4	excellent	excellent	ADJ
ajst-1297	16	5	3d	3d	NUM
ajst-1297	16	6	modeling	modeling	NOUN
ajst-1297	16	7	software	software	NOUN
ajst-1297	16	8	such	such	ADJ
ajst-1297	16	9	as	as	ADP
ajst-1297	16	10	3dmax	3dmax	NUM
ajst-1297	16	11	,	,	PUNCT
ajst-1297	16	12	auto	auto	NOUN
ajst-1297	16	13	cad	cad	NOUN
ajst-1297	16	14	and	and	CCONJ
ajst-1297	16	15	photo3d	photo3d	PROPN
ajst-1297	16	16	,	,	PUNCT
ajst-1297	16	17	etc	etc	X
ajst-1297	16	18	.	.	X
ajst-1297	17	1	these	these	DET
ajst-1297	17	2	software	software	NOUN
ajst-1297	17	3	provide	provide	VERB
ajst-1297	17	4	relatively	relatively	ADV
ajst-1297	17	5	convenient	convenient	ADJ
ajst-1297	17	6	3d	3d	NUM
ajst-1297	17	7	modeling	modeling	NOUN
ajst-1297	17	8	functions	function	NOUN
ajst-1297	17	9	and	and	CCONJ
ajst-1297	17	10	have	have	AUX
ajst-1297	17	11	been	be	AUX
ajst-1297	17	12	applied	apply	VERB
ajst-1297	17	13	in	in	ADP
ajst-1297	17	14	mine	mine	ADJ
ajst-1297	17	15	geological	geological	ADJ
ajst-1297	17	16	modeling	modeling	NOUN
ajst-1297	17	17	.	.	PUNCT
ajst-1297	18	1	the	the	DET
ajst-1297	18	2	main	main	ADJ
ajst-1297	18	3	study	study	NOUN
ajst-1297	18	4	of	of	ADP
ajst-1297	18	5	ml	ml	PROPN
ajst-1297	18	6	is	be	AUX
ajst-1297	18	7	the	the	DET
ajst-1297	18	8	task	task	NOUN
ajst-1297	18	9	is	be	AUX
ajst-1297	18	10	to	to	PART
ajst-1297	18	11	design	design	VERB
ajst-1297	18	12	and	and	CCONJ
ajst-1297	18	13	develop	develop	VERB
ajst-1297	18	14	lrus	lrus	NOUN
ajst-1297	18	15	that	that	PRON
ajst-1297	18	16	can	can	AUX
ajst-1297	18	17	smartly	smartly	ADV
ajst-1297	18	18	"	"	PUNCT
ajst-1297	18	19	learn	learn	VERB
ajst-1297	18	20	"	"	PUNCT
ajst-1297	18	21	from	from	ADP
ajst-1297	18	22	actual	actual	ADJ
ajst-1297	18	23	data	datum	NOUN
ajst-1297	18	24	,	,	PUNCT
ajst-1297	18	25	and	and	CCONJ
ajst-1297	18	26	these	these	DET
ajst-1297	18	27	lrus	lrus	NOUN
ajst-1297	18	28	can	can	AUX
ajst-1297	18	29	automatically	automatically	ADV
ajst-1297	18	30	mine	mine	VERB
ajst-1297	18	31	the	the	DET
ajst-1297	18	32	patterns	pattern	NOUN
ajst-1297	18	33	and	and	CCONJ
ajst-1297	18	34	regularities	regularity	NOUN
ajst-1297	18	35	hidden	hide	VERB
ajst-1297	18	36	in	in	ADP
ajst-1297	18	37	the	the	DET
ajst-1297	18	38	data	datum	NOUN
ajst-1297	18	39	[	[	X
ajst-1297	18	40	1	1	NUM
ajst-1297	18	41	-	-	SYM
ajst-1297	18	42	2	2	NUM
ajst-1297	18	43	]	]	PUNCT
ajst-1297	18	44	.	.	PUNCT
ajst-1297	19	1	at	at	ADP
ajst-1297	19	2	present	present	ADJ
ajst-1297	19	3	,	,	PUNCT
ajst-1297	19	4	various	various	ADJ
ajst-1297	19	5	ml	ml	X
ajst-1297	19	6	lrus	lrus	NOUN
ajst-1297	19	7	play	play	VERB
ajst-1297	19	8	a	a	DET
ajst-1297	19	9	very	very	ADV
ajst-1297	19	10	vital	vital	ADJ
ajst-1297	19	11	role	role	NOUN
ajst-1297	19	12	in	in	ADP
ajst-1297	19	13	scientific	scientific	ADJ
ajst-1297	19	14	study	study	NOUN
ajst-1297	19	15	,	,	PUNCT
ajst-1297	19	16	industry	industry	NOUN
ajst-1297	19	17	,	,	PUNCT
ajst-1297	19	18	finance	finance	NOUN
ajst-1297	19	19	,	,	PUNCT
ajst-1297	19	20	medicine	medicine	NOUN
ajst-1297	19	21	and	and	CCONJ
ajst-1297	19	22	many	many	ADJ
ajst-1297	19	23	other	other	ADJ
ajst-1297	19	24	domains	domain	NOUN
ajst-1297	19	25	.	.	PUNCT
ajst-1297	20	1	the	the	DET
ajst-1297	20	2	deep	deep	ADJ
ajst-1297	20	3	learning	learning	NOUN
ajst-1297	20	4	architecture	architecture	NOUN
ajst-1297	20	5	consists	consist	VERB
ajst-1297	20	6	of	of	ADP
ajst-1297	20	7	multiple	multiple	ADJ
ajst-1297	20	8	layers	layer	NOUN
ajst-1297	20	9	of	of	ADP
ajst-1297	20	10	nonlinear	nonlinear	ADJ
ajst-1297	20	11	operation	operation	NOUN
ajst-1297	20	12	units	unit	NOUN
ajst-1297	20	13	.	.	PUNCT
ajst-1297	21	1	the	the	DET
ajst-1297	21	2	output	output	NOUN
ajst-1297	21	3	of	of	ADP
ajst-1297	21	4	each	each	DET
ajst-1297	21	5	lower	low	ADJ
ajst-1297	21	6	layer	layer	NOUN
ajst-1297	21	7	is	be	AUX
ajst-1297	21	8	used	use	VERB
ajst-1297	21	9	as	as	ADP
ajst-1297	21	10	the	the	DET
ajst-1297	21	11	input	input	NOUN
ajst-1297	21	12	of	of	ADP
ajst-1297	21	13	the	the	DET
ajst-1297	21	14	higher	high	ADJ
ajst-1297	21	15	layer	layer	NOUN
ajst-1297	21	16	,	,	PUNCT
ajst-1297	21	17	which	which	PRON
ajst-1297	21	18	can	can	AUX
ajst-1297	21	19	learn	learn	VERB
ajst-1297	21	20	effective	effective	ADJ
ajst-1297	21	21	feature	feature	NOUN
ajst-1297	21	22	representation	representation	NOUN
ajst-1297	21	23	from	from	ADP
ajst-1297	21	24	a	a	DET
ajst-1297	21	25	large	large	ADJ
ajst-1297	21	26	amount	amount	NOUN
ajst-1297	21	27	of	of	ADP
ajst-1297	21	28	input	input	NOUN
ajst-1297	21	29	data	datum	NOUN
ajst-1297	21	30	.	.	PUNCT
ajst-1297	22	1	the	the	DET
ajst-1297	22	2	learned	learn	VERB
ajst-1297	22	3	higher	high	ADJ
ajst-1297	22	4	-	-	PUNCT
ajst-1297	22	5	order	order	NOUN
ajst-1297	22	6	representation	representation	NOUN
ajst-1297	22	7	contains	contain	VERB
ajst-1297	22	8	many	many	ADJ
ajst-1297	22	9	structures	structure	NOUN
ajst-1297	22	10	of	of	ADP
ajst-1297	22	11	the	the	DET
ajst-1297	22	12	input	input	NOUN
ajst-1297	22	13	data	datum	NOUN
ajst-1297	22	14	.	.	PUNCT
ajst-1297	23	1	message	message	NOUN
ajst-1297	23	2	is	be	AUX
ajst-1297	23	3	a	a	DET
ajst-1297	23	4	great	great	ADJ
ajst-1297	23	5	way	way	NOUN
ajst-1297	23	6	to	to	PART
ajst-1297	23	7	extract	extract	VERB
ajst-1297	23	8	representations	representation	NOUN
ajst-1297	23	9	from	from	ADP
ajst-1297	23	10	data	datum	NOUN
ajst-1297	23	11	and	and	CCONJ
ajst-1297	23	12	can	can	AUX
ajst-1297	23	13	be	be	AUX
ajst-1297	23	14	used	use	VERB
ajst-1297	23	15	in	in	ADP
ajst-1297	23	16	specific	specific	ADJ
ajst-1297	23	17	question	question	NOUN
ajst-1297	23	18	such	such	ADJ
ajst-1297	23	19	as	as	ADP
ajst-1297	23	20	categorize	categorize	NOUN
ajst-1297	23	21	,	,	PUNCT
ajst-1297	23	22	regression	regression	NOUN
ajst-1297	23	23	,	,	PUNCT
ajst-1297	23	24	and	and	CCONJ
ajst-1297	23	25	message	message	NOUN
ajst-1297	23	26	retrieval	retrieval	NOUN
ajst-1297	23	27	.	.	PUNCT
ajst-1297	24	1	the	the	DET
ajst-1297	24	2	so	so	ADV
ajst-1297	24	3	-	-	PUNCT
ajst-1297	24	4	called	call	VERB
ajst-1297	24	5	deep	deep	ADJ
ajst-1297	24	6	learning	learning	NOUN
ajst-1297	24	7	is	be	AUX
ajst-1297	24	8	a	a	DET
ajst-1297	24	9	learning	learn	VERB
ajst-1297	24	10	network	network	NOUN
ajst-1297	24	11	that	that	PRON
ajst-1297	24	12	overlay	overlay	VERB
ajst-1297	24	13	the	the	DET
ajst-1297	24	14	number	number	NOUN
ajst-1297	24	15	of	of	ADP
ajst-1297	24	16	hidden	hidden	ADJ
ajst-1297	24	17	layers	layer	NOUN
ajst-1297	24	18	on	on	ADP
ajst-1297	24	19	the	the	DET
ajst-1297	24	20	basis	basis	NOUN
ajst-1297	24	21	of	of	ADP
ajst-1297	24	22	the	the	DET
ajst-1297	24	23	neural	neural	ADJ
ajst-1297	24	24	network	network	NOUN
ajst-1297	24	25	.	.	PUNCT
ajst-1297	25	1	deep	deep	ADJ
ajst-1297	25	2	learning	learning	NOUN
ajst-1297	25	3	is	be	AUX
ajst-1297	25	4	born	bear	VERB
ajst-1297	25	5	with	with	ADP
ajst-1297	25	6	the	the	DET
ajst-1297	25	7	expand	expand	NOUN
ajst-1297	25	8	of	of	ADP
ajst-1297	25	9	the	the	DET
ajst-1297	25	10	message	message	NOUN
ajst-1297	25	11	age	age	NOUN
ajst-1297	25	12	[	[	X
ajst-1297	25	13	3	3	NUM
ajst-1297	25	14	-	-	SYM
ajst-1297	25	15	4	4	NUM
ajst-1297	25	16	]	]	PUNCT
ajst-1297	25	17	.	.	PUNCT
ajst-1297	26	1	with	with	ADP
ajst-1297	26	2	the	the	DET
ajst-1297	26	3	effective	effective	ADJ
ajst-1297	26	4	of	of	ADP
ajst-1297	26	5	sql	sql	NOUN
ajst-1297	26	6	server	server	NOUN
ajst-1297	26	7	and	and	CCONJ
ajst-1297	26	8	the	the	DET
ajst-1297	26	9	uninterrupted	uninterrupted	ADJ
ajst-1297	26	10	better	well	ADV
ajst-1297	26	11	of	of	ADP
ajst-1297	26	12	deep	deep	ADJ
ajst-1297	26	13	learning	learning	NOUN
ajst-1297	26	14	way	way	NOUN
ajst-1297	26	15	,	,	PUNCT
ajst-1297	26	16	the	the	DET
ajst-1297	26	17	act	act	NOUN
ajst-1297	26	18	of	of	ADP
ajst-1297	26	19	man	man	NOUN
ajst-1297	26	20	-	-	PUNCT
ajst-1297	26	21	made	make	VERB
ajst-1297	26	22	intelligence	intelligence	NOUN
ajst-1297	26	23	systemics	systemic	NOUN
ajst-1297	26	24	on	on	ADP
ajst-1297	26	25	more	more	ADJ
ajst-1297	26	26	and	and	CCONJ
ajst-1297	26	27	more	more	ADV
ajst-1297	26	28	complicated	complicated	ADJ
ajst-1297	26	29	tasks	task	NOUN
ajst-1297	26	30	has	have	AUX
ajst-1297	26	31	arrive	arrive	VERB
ajst-1297	26	32	or	or	CCONJ
ajst-1297	26	33	even	even	ADV
ajst-1297	26	34	rise	rise	VERB
ajst-1297	26	35	above	above	ADP
ajst-1297	26	36	human	human	ADJ
ajst-1297	26	37	level	level	NOUN
ajst-1297	26	38	.	.	PUNCT
ajst-1297	27	1	at	at	ADP
ajst-1297	27	2	present	present	ADJ
ajst-1297	27	3	,	,	PUNCT
ajst-1297	27	4	systemics	systemic	NOUN
ajst-1297	27	5	based	base	VERB
ajst-1297	27	6	on	on	ADP
ajst-1297	27	7	deep	deep	ADJ
ajst-1297	27	8	learning	learning	NOUN
ajst-1297	27	9	lrus	lrus	NOUN
ajst-1297	27	10	have	have	AUX
ajst-1297	27	11	been	be	AUX
ajst-1297	27	12	extensively	extensively	ADV
ajst-1297	27	13	used	use	VERB
ajst-1297	27	14	in	in	ADP
ajst-1297	27	15	picture	picture	NOUN
ajst-1297	27	16	categorize	categorize	NOUN
ajst-1297	27	17	,	,	PUNCT
ajst-1297	27	18	sentiment	sentiment	NOUN
ajst-1297	27	19	analysis	analysis	NOUN
ajst-1297	27	20	,	,	PUNCT
ajst-1297	27	21	speech	speech	NOUN
ajst-1297	27	22	forgive	forgive	NOUN
ajst-1297	27	23	and	and	CCONJ
ajst-1297	27	24	other	other	ADJ
ajst-1297	27	25	domains	domain	NOUN
ajst-1297	27	26	,	,	PUNCT
ajst-1297	27	27	realizing	realize	VERB
ajst-1297	27	28	the	the	DET
ajst-1297	27	29	course	course	NOUN
ajst-1297	27	30	of	of	ADP
ajst-1297	27	31	replacing	replace	VERB
ajst-1297	27	32	manual	manual	ADJ
ajst-1297	27	33	decisionmaking	decisionmaking	NOUN
ajst-1297	27	34	.	.	PUNCT
ajst-1297	28	1	the	the	DET
ajst-1297	28	2	geological	geological	ADJ
ajst-1297	28	3	bodies	body	NOUN
ajst-1297	28	4	evolved	evolve	VERB
ajst-1297	28	5	over	over	ADP
ajst-1297	28	6	a	a	DET
ajst-1297	28	7	long	long	ADJ
ajst-1297	28	8	period	period	NOUN
ajst-1297	28	9	of	of	ADP
ajst-1297	28	10	time	time	NOUN
ajst-1297	28	11	have	have	VERB
ajst-1297	28	12	the	the	DET
ajst-1297	28	13	characteristics	characteristic	NOUN
ajst-1297	28	14	of	of	ADP
ajst-1297	28	15	complicatedity	complicatedity	NOUN
ajst-1297	28	16	and	and	CCONJ
ajst-1297	28	17	concealment	concealment	NOUN
ajst-1297	28	18	.	.	PUNCT
ajst-1297	29	1	for	for	ADP
ajst-1297	29	2	the	the	DET
ajst-1297	29	3	mining	mining	NOUN
ajst-1297	29	4	engineering	engineering	NOUN
ajst-1297	29	5	mining	mining	NOUN
ajst-1297	29	6	with	with	ADP
ajst-1297	29	7	this	this	DET
ajst-1297	29	8	geological	geological	ADJ
ajst-1297	29	9	condition	condition	NOUN
ajst-1297	29	10	as	as	ADP
ajst-1297	29	11	the	the	DET
ajst-1297	29	12	production	production	NOUN
ajst-1297	29	13	environment	environment	NOUN
ajst-1297	29	14	,	,	PUNCT
ajst-1297	29	15	in	in	ADP
ajst-1297	29	16	order	order	NOUN
ajst-1297	29	17	to	to	PART
ajst-1297	29	18	make	make	VERB
ajst-1297	29	19	it	it	PRON
ajst-1297	29	20	go	go	VERB
ajst-1297	29	21	smoothly	smoothly	ADV
ajst-1297	29	22	,	,	PUNCT
ajst-1297	29	23	it	it	PRON
ajst-1297	29	24	is	be	AUX
ajst-1297	29	25	necessary	necessary	ADJ
ajst-1297	29	26	to	to	PART
ajst-1297	29	27	carefully	carefully	ADV
ajst-1297	29	28	explore	explore	VERB
ajst-1297	29	29	the	the	DET
ajst-1297	29	30	relevant	relevant	ADJ
ajst-1297	29	31	ore	ore	NOUN
ajst-1297	29	32	bodies	body	NOUN
ajst-1297	29	33	in	in	ADP
ajst-1297	29	34	the	the	DET
ajst-1297	29	35	early	early	ADJ
ajst-1297	29	36	stage	stage	NOUN
ajst-1297	29	37	,	,	PUNCT
ajst-1297	29	38	and	and	CCONJ
ajst-1297	29	39	implement	implement	VERB
ajst-1297	29	40	the	the	DET
ajst-1297	29	41	feasibility	feasibility	NOUN
ajst-1297	29	42	report	report	NOUN
ajst-1297	29	43	analysis	analysis	NOUN
ajst-1297	29	44	work	work	NOUN
ajst-1297	29	45	.	.	PUNCT
ajst-1297	30	1	with	with	ADP
ajst-1297	30	2	the	the	DET
ajst-1297	30	3	uninterrupted	uninterrupted	ADJ
ajst-1297	30	4	expand	expand	NOUN
ajst-1297	30	5	of	of	ADP
ajst-1297	30	6	computer	computer	NOUN
ajst-1297	30	7	technology	technology	NOUN
ajst-1297	30	8	,	,	PUNCT
ajst-1297	30	9	3d	3d	PROPN
ajst-1297	30	10	mine	mine	NOUN
ajst-1297	30	11	engineering	engineering	NOUN
ajst-1297	30	12	design	design	NOUN
ajst-1297	30	13	software	software	NOUN
ajst-1297	30	14	has	have	AUX
ajst-1297	30	15	been	be	AUX
ajst-1297	30	16	extensively	extensively	ADV
ajst-1297	30	17	used	use	VERB
ajst-1297	30	18	in	in	ADP
ajst-1297	30	19	mine	mine	ADJ
ajst-1297	30	20	production	production	NOUN
ajst-1297	30	21	and	and	CCONJ
ajst-1297	30	22	management	management	NOUN
ajst-1297	30	23	.	.	PUNCT
ajst-1297	31	1	the	the	DET
ajst-1297	31	2	3d	3d	PROPN
ajst-1297	31	3	model	model	NOUN
ajst-1297	31	4	of	of	ADP
ajst-1297	31	5	the	the	DET
ajst-1297	31	6	mine	mine	NOUN
ajst-1297	31	7	constructed	construct	VERB
ajst-1297	31	8	by	by	ADP
ajst-1297	31	9	3d	3d	PROPN
ajst-1297	31	10	mine	mine	NOUN
ajst-1297	31	11	engineering	engineering	NOUN
ajst-1297	31	12	design	design	NOUN
ajst-1297	31	13	software	software	NOUN
ajst-1297	31	14	not	not	PART
ajst-1297	31	15	only	only	ADV
ajst-1297	31	16	intuitively	intuitively	ADV
ajst-1297	31	17	displays	display	VERB
ajst-1297	31	18	the	the	DET
ajst-1297	31	19	spatial	spatial	ADJ
ajst-1297	31	20	distribution	distribution	NOUN
ajst-1297	31	21	of	of	ADP
ajst-1297	31	22	coal	coal	NOUN
ajst-1297	31	23	and	and	CCONJ
ajst-1297	31	24	rock	rock	NOUN
ajst-1297	31	25	mass	mass	NOUN
ajst-1297	31	26	in	in	ADP
ajst-1297	31	27	3d	3d	PROPN
ajst-1297	31	28	form	form	NOUN
ajst-1297	31	29	the	the	DET
ajst-1297	31	30	spatial	spatial	ADJ
ajst-1297	31	31	position	position	NOUN
ajst-1297	31	32	relationship	relationship	NOUN
ajst-1297	31	33	between	between	ADP
ajst-1297	31	34	coal	coal	NOUN
ajst-1297	31	35	seam	seam	NOUN
ajst-1297	31	36	and	and	CCONJ
ajst-1297	31	37	surface	surface	NOUN
ajst-1297	31	38	topography	topography	NOUN
ajst-1297	31	39	,	,	PUNCT
ajst-1297	31	40	coal	coal	NOUN
ajst-1297	31	41	seam	seam	NOUN
ajst-1297	31	42	and	and	CCONJ
ajst-1297	31	43	roadway	roadway	NOUN
ajst-1297	31	44	expand	expand	NOUN
ajst-1297	31	45	improves	improve	VERB
ajst-1297	31	46	the	the	DET
ajst-1297	31	47	spatial	spatial	ADJ
ajst-1297	31	48	analysis	analysis	NOUN
ajst-1297	31	49	function	function	NOUN
ajst-1297	31	50	,	,	PUNCT
ajst-1297	31	51	and	and	CCONJ
ajst-1297	31	52	the	the	DET
ajst-1297	31	53	coal	coal	NOUN
ajst-1297	31	54	seam	seam	NOUN
ajst-1297	31	55	message	message	NOUN
ajst-1297	31	56	revealed	reveal	VERB
ajst-1297	31	57	in	in	ADP
ajst-1297	31	58	the	the	DET
ajst-1297	31	59	actual	actual	ADJ
ajst-1297	31	60	working	work	VERB
ajst-1297	31	61	face	face	NOUN
ajst-1297	31	62	mining	mining	NOUN
ajst-1297	31	63	course	course	NOUN
ajst-1297	31	64	is	be	AUX
ajst-1297	31	65	used	use	VERB
ajst-1297	31	66	to	to	PART
ajst-1297	31	67	further	far	ADV
ajst-1297	31	68	optimize	optimize	VERB
ajst-1297	31	69	the	the	DET
ajst-1297	31	70	construction	construction	NOUN
ajst-1297	31	71	of	of	ADP
ajst-1297	31	72	the	the	DET
ajst-1297	31	73	three	three	NUM
ajst-1297	31	74	-	-	PUNCT
ajst-1297	31	75	dimensional	dimensional	ADJ
ajst-1297	31	76	model	model	NOUN
ajst-1297	31	77	of	of	ADP
ajst-1297	31	78	the	the	DET
ajst-1297	31	79	mine	mine	NOUN
ajst-1297	31	80	,	,	PUNCT
ajst-1297	31	81	and	and	CCONJ
ajst-1297	31	82	the	the	DET
ajst-1297	31	83	next	next	ADJ
ajst-1297	31	84	working	work	VERB
ajst-1297	31	85	face	face	NOUN
ajst-1297	31	86	mining	mining	NOUN
ajst-1297	31	87	design	design	NOUN
ajst-1297	31	88	plays	play	VERB
ajst-1297	31	89	an	an	DET
ajst-1297	31	90	vital	vital	ADJ
ajst-1297	31	91	guiding	guide	VERB
ajst-1297	31	92	role	role	NOUN
ajst-1297	31	93	.	.	PUNCT
ajst-1297	32	1	from	from	ADP
ajst-1297	32	2	the	the	DET
ajst-1297	32	3	user	user	NOUN
ajst-1297	32	4	's	's	PART
ajst-1297	32	5	gist	gist	NOUN
ajst-1297	32	6	of	of	ADP
ajst-1297	32	7	view	view	NOUN
ajst-1297	32	8	,	,	PUNCT
ajst-1297	32	9	the	the	DET
ajst-1297	32	10	deep	deep	ADJ
ajst-1297	32	11	learning	learning	NOUN
ajst-1297	32	12	systemic	systemic	ADJ
ajst-1297	32	13	not	not	PART
ajst-1297	32	14	only	only	ADV
ajst-1297	32	15	needs	need	VERB
ajst-1297	32	16	to	to	PART
ajst-1297	32	17	show	show	VERB
ajst-1297	32	18	the	the	DET
ajst-1297	32	19	user	user	NOUN
ajst-1297	32	20	the	the	DET
ajst-1297	32	21	result	result	NOUN
ajst-1297	32	22	of	of	ADP
ajst-1297	32	23	the	the	DET
ajst-1297	32	24	put	put	PROPN
ajst-1297	32	25	sb	sb	PROPN
ajst-1297	32	26	forwardation	forwardation	PROPN
ajst-1297	32	27	,	,	PUNCT
ajst-1297	32	28	but	but	CCONJ
ajst-1297	32	29	also	also	ADV
ajst-1297	32	30	needs	need	VERB
ajst-1297	32	31	to	to	PART
ajst-1297	32	32	explain	explain	VERB
ajst-1297	32	33	the	the	DET
ajst-1297	32	34	reason	reason	NOUN
ajst-1297	32	35	for	for	ADP
ajst-1297	32	36	the	the	DET
ajst-1297	32	37	put	put	PROPN
ajst-1297	32	38	sb	sb	PROPN
ajst-1297	32	39	forwardation	forwardation	NOUN
ajst-1297	32	40	to	to	ADP
ajst-1297	32	41	the	the	DET
ajst-1297	32	42	user	user	NOUN
ajst-1297	32	43	.	.	PUNCT
ajst-1297	33	1	for	for	ADP
ajst-1297	33	2	example	example	NOUN
ajst-1297	33	3	,	,	PUNCT
ajst-1297	33	4	in	in	ADP
ajst-1297	33	5	the	the	DET
ajst-1297	33	6	apply	apply	NOUN
ajst-1297	33	7	of	of	ADP
ajst-1297	33	8	news	news	NOUN
ajst-1297	33	9	push	push	NOUN
ajst-1297	33	10	,	,	PUNCT
ajst-1297	33	11	for	for	ADP
ajst-1297	33	12	divers	diver	NOUN
ajst-1297	33	13	user	user	NOUN
ajst-1297	33	14	groups	group	NOUN
ajst-1297	33	15	,	,	PUNCT
ajst-1297	33	16	it	it	PRON
ajst-1297	33	17	is	be	AUX
ajst-1297	33	18	necessary	necessary	ADJ
ajst-1297	33	19	to	to	PART
ajst-1297	33	20	put	put	VERB
ajst-1297	33	21	sb	sb	PROPN
ajst-1297	33	22	forward	forward	PROPN
ajst-1297	33	23	divers	diver	NOUN
ajst-1297	33	24	types	type	NOUN
ajst-1297	33	25	of	of	ADP
ajst-1297	33	26	news	news	NOUN
ajst-1297	33	27	to	to	PART
ajst-1297	33	28	meet	meet	VERB
ajst-1297	33	29	their	their	PRON
ajst-1297	33	30	needs	need	NOUN
ajst-1297	33	31	.	.	PUNCT
ajst-1297	34	1	at	at	ADP
ajst-1297	34	2	this	this	DET
ajst-1297	34	3	time	time	NOUN
ajst-1297	34	4	,	,	PUNCT
ajst-1297	34	5	users	user	NOUN
ajst-1297	34	6	should	should	AUX
ajst-1297	34	7	not	not	PART
ajst-1297	34	8	only	only	ADV
ajst-1297	34	9	provide	provide	VERB
ajst-1297	34	10	put	put	VERB
ajst-1297	34	11	sb	sb	PROPN
ajst-1297	34	12	forwarded	forward	VERB
ajst-1297	34	13	news	news	NOUN
ajst-1297	34	14	,	,	PUNCT
ajst-1297	34	15	but	but	CCONJ
ajst-1297	34	16	also	also	ADV
ajst-1297	34	17	let	let	VERB
ajst-1297	34	18	users	user	NOUN
ajst-1297	34	19	know	know	VERB
ajst-1297	34	20	the	the	DET
ajst-1297	34	21	meaning	meaning	NOUN
ajst-1297	34	22	of	of	ADP
ajst-1297	34	23	put	put	PROPN
ajst-1297	34	24	sb	sb	NOUN
ajst-1297	34	25	forwarding	forward	VERB
ajst-1297	34	26	these	these	DET
ajst-1297	34	27	news	news	NOUN
ajst-1297	34	28	.	.	PUNCT
ajst-1297	35	1	in	in	ADP
ajst-1297	35	2	recent	recent	ADJ
ajst-1297	35	3	years	year	NOUN
ajst-1297	35	4	,	,	PUNCT
ajst-1297	35	5	deep	deep	ADJ
ajst-1297	35	6	learning	learning	NOUN
ajst-1297	35	7	has	have	AUX
ajst-1297	35	8	developed	develop	VERB
ajst-1297	35	9	rapidly	rapidly	ADV
ajst-1297	35	10	and	and	CCONJ
ajst-1297	35	11	has	have	AUX
ajst-1297	35	12	been	be	AUX
ajst-1297	35	13	extensively	extensively	ADV
ajst-1297	35	14	used	use	VERB
ajst-1297	35	15	in	in	ADP
ajst-1297	35	16	picture	picture	NOUN
ajst-1297	35	17	recognition	recognition	NOUN
ajst-1297	35	18	,	,	PUNCT
ajst-1297	35	19	speech	speech	NOUN
ajst-1297	35	20	recognition	recognition	NOUN
ajst-1297	35	21	,	,	PUNCT
ajst-1297	35	22	video	video	NOUN
ajst-1297	35	23	analysis	analysis	NOUN
ajst-1297	35	24	,	,	PUNCT
ajst-1297	35	25	text	text	NOUN
ajst-1297	35	26	analysis	analysis	NOUN
ajst-1297	35	27	and	and	CCONJ
ajst-1297	35	28	big	big	ADJ
ajst-1297	35	29	data	datum	NOUN
ajst-1297	35	30	analysis	analysis	NOUN
ajst-1297	35	31	and	and	CCONJ
ajst-1297	35	32	other	other	ADJ
ajst-1297	35	33	domains	domain	NOUN
ajst-1297	35	34	,	,	PUNCT
ajst-1297	35	35	and	and	CCONJ
ajst-1297	35	36	has	have	AUX
ajst-1297	35	37	achieved	achieve	VERB
ajst-1297	35	38	119	119	NUM
ajst-1297	35	39	success	success	NOUN
ajst-1297	36	1	[	[	X
ajst-1297	36	2	5	5	NUM
ajst-1297	36	3	-	-	SYM
ajst-1297	36	4	6	6	NUM
ajst-1297	36	5	]	]	PUNCT
ajst-1297	36	6	.	.	PUNCT
ajst-1297	37	1	in	in	ADP
ajst-1297	37	2	the	the	DET
ajst-1297	37	3	domain	domain	NOUN
ajst-1297	37	4	of	of	ADP
ajst-1297	37	5	picture	picture	NOUN
ajst-1297	37	6	recognition	recognition	NOUN
ajst-1297	37	7	,	,	PUNCT
ajst-1297	37	8	in	in	ADP
ajst-1297	37	9	recent	recent	ADJ
ajst-1297	37	10	years	year	NOUN
ajst-1297	37	11	,	,	PUNCT
ajst-1297	37	12	deep	deep	ADJ
ajst-1297	37	13	learning	learning	NOUN
ajst-1297	37	14	has	have	AUX
ajst-1297	37	15	been	be	AUX
ajst-1297	37	16	applied	apply	VERB
ajst-1297	37	17	to	to	ADP
ajst-1297	37	18	the	the	DET
ajst-1297	37	19	recognition	recognition	NOUN
ajst-1297	37	20	of	of	ADP
ajst-1297	37	21	human	human	ADJ
ajst-1297	37	22	faces	face	NOUN
ajst-1297	37	23	and	and	CCONJ
ajst-1297	37	24	natural	natural	ADJ
ajst-1297	37	25	pictures	picture	NOUN
ajst-1297	37	26	,	,	PUNCT
ajst-1297	37	27	which	which	PRON
ajst-1297	37	28	has	have	AUX
ajst-1297	37	29	greatly	greatly	ADV
ajst-1297	37	30	improved	improve	VERB
ajst-1297	37	31	the	the	DET
ajst-1297	37	32	accuracy	accuracy	NOUN
ajst-1297	37	33	of	of	ADP
ajst-1297	37	34	picture	picture	NOUN
ajst-1297	37	35	recognition	recognition	NOUN
ajst-1297	37	36	.	.	PUNCT
ajst-1297	38	1	2	2	X
ajst-1297	38	2	.	.	X
ajst-1297	38	3	deep	deep	ADJ
ajst-1297	38	4	learning	learning	NOUN
ajst-1297	38	5	study	study	NOUN
ajst-1297	38	6	2.1	2.1	NUM
ajst-1297	38	7	.	.	PUNCT
ajst-1297	39	1	the	the	DET
ajst-1297	39	2	current	current	ADJ
ajst-1297	39	3	situation	situation	NOUN
ajst-1297	39	4	of	of	ADP
ajst-1297	39	5	deep	deep	ADJ
ajst-1297	39	6	learning	learning	NOUN
ajst-1297	39	7	and	and	CCONJ
ajst-1297	39	8	its	its	PRON
ajst-1297	39	9	overview	overview	NOUN
ajst-1297	39	10	deep	deep	ADJ
ajst-1297	39	11	learning	learning	NOUN
ajst-1297	39	12	way	way	NOUN
ajst-1297	39	13	try	try	VERB
ajst-1297	39	14	to	to	PART
ajst-1297	39	15	find	find	VERB
ajst-1297	39	16	the	the	DET
ajst-1297	39	17	internal	internal	ADJ
ajst-1297	39	18	structure	structure	NOUN
ajst-1297	39	19	of	of	ADP
ajst-1297	39	20	the	the	DET
ajst-1297	39	21	data	datum	NOUN
ajst-1297	39	22	and	and	CCONJ
ajst-1297	39	23	discover	discover	VERB
ajst-1297	39	24	the	the	DET
ajst-1297	39	25	true	true	ADJ
ajst-1297	39	26	form	form	NOUN
ajst-1297	39	27	of	of	ADP
ajst-1297	39	28	relationship	relationship	NOUN
ajst-1297	39	29	between	between	ADP
ajst-1297	39	30	variables	variable	NOUN
ajst-1297	39	31	.	.	PUNCT
ajst-1297	40	1	a	a	DET
ajst-1297	40	2	large	large	ADJ
ajst-1297	40	3	number	number	NOUN
ajst-1297	40	4	of	of	ADP
ajst-1297	40	5	studies	study	NOUN
ajst-1297	40	6	have	have	AUX
ajst-1297	40	7	shown	show	VERB
ajst-1297	40	8	that	that	SCONJ
ajst-1297	40	9	the	the	DET
ajst-1297	40	10	way	way	NOUN
ajst-1297	40	11	data	datum	NOUN
ajst-1297	40	12	is	be	AUX
ajst-1297	40	13	represented	represent	VERB
ajst-1297	40	14	has	have	VERB
ajst-1297	40	15	a	a	DET
ajst-1297	40	16	great	great	ADJ
ajst-1297	40	17	impact	impact	NOUN
ajst-1297	40	18	on	on	ADP
ajst-1297	40	19	the	the	DET
ajst-1297	40	20	success	success	NOUN
ajst-1297	40	21	of	of	ADP
ajst-1297	40	22	cultivate	cultivate	NOUN
ajst-1297	40	23	and	and	CCONJ
ajst-1297	40	24	learning	learning	NOUN
ajst-1297	40	25	,	,	PUNCT
ajst-1297	40	26	and	and	CCONJ
ajst-1297	40	27	a	a	DET
ajst-1297	40	28	good	good	ADJ
ajst-1297	40	29	representation	representation	NOUN
ajst-1297	40	30	can	can	AUX
ajst-1297	40	31	eliminate	eliminate	VERB
ajst-1297	40	32	the	the	DET
ajst-1297	40	33	impact	impact	NOUN
ajst-1297	40	34	of	of	ADP
ajst-1297	40	35	changes	change	NOUN
ajst-1297	40	36	in	in	ADP
ajst-1297	40	37	input	input	NOUN
ajst-1297	40	38	data	datum	NOUN
ajst-1297	40	39	that	that	PRON
ajst-1297	40	40	are	be	AUX
ajst-1297	40	41	not	not	PART
ajst-1297	40	42	related	relate	VERB
ajst-1297	40	43	to	to	ADP
ajst-1297	40	44	the	the	DET
ajst-1297	40	45	learning	learning	NOUN
ajst-1297	40	46	task	task	NOUN
ajst-1297	40	47	on	on	ADP
ajst-1297	40	48	learning	learn	VERB
ajst-1297	40	49	act	act	PROPN
ajst-1297	40	50	,	,	PUNCT
ajst-1297	40	51	while	while	SCONJ
ajst-1297	40	52	retaining	retain	VERB
ajst-1297	40	53	useful	useful	ADJ
ajst-1297	40	54	message	message	NOUN
ajst-1297	40	55	for	for	ADP
ajst-1297	40	56	the	the	DET
ajst-1297	40	57	learning	learning	NOUN
ajst-1297	40	58	task	task	NOUN
ajst-1297	40	59	.	.	PUNCT
ajst-1297	41	1	in	in	ADP
ajst-1297	41	2	the	the	DET
ajst-1297	41	3	computer	computer	NOUN
ajst-1297	41	4	domain	domain	NOUN
ajst-1297	41	5	,	,	PUNCT
ajst-1297	41	6	deep	deep	ADJ
ajst-1297	41	7	learning	learning	NOUN
ajst-1297	41	8	is	be	AUX
ajst-1297	41	9	often	often	ADV
ajst-1297	41	10	used	use	VERB
ajst-1297	41	11	in	in	ADP
ajst-1297	41	12	lru	lru	PROPN
ajst-1297	41	13	better	well	ADV
ajst-1297	41	14	.	.	PUNCT
ajst-1297	42	1	strictly	strictly	ADV
ajst-1297	42	2	speaking	speak	VERB
ajst-1297	42	3	,	,	PUNCT
ajst-1297	42	4	deep	deep	ADJ
ajst-1297	42	5	learning	learning	NOUN
ajst-1297	42	6	came	come	VERB
ajst-1297	42	7	about	about	ADP
ajst-1297	42	8	because	because	SCONJ
ajst-1297	42	9	of	of	ADP
ajst-1297	42	10	the	the	DET
ajst-1297	42	11	expand	expand	NOUN
ajst-1297	42	12	of	of	ADP
ajst-1297	42	13	neural	neural	ADJ
ajst-1297	42	14	networks	network	NOUN
ajst-1297	42	15	.	.	PUNCT
ajst-1297	43	1	the	the	DET
ajst-1297	43	2	notion	notion	NOUN
ajst-1297	43	3	of	of	ADP
ajst-1297	43	4	neural	neural	ADJ
ajst-1297	43	5	network	network	NOUN
ajst-1297	43	6	first	first	ADV
ajst-1297	43	7	appeared	appear	VERB
ajst-1297	43	8	in	in	ADP
ajst-1297	43	9	1943	1943	NUM
ajst-1297	43	10	.	.	PUNCT
ajst-1297	44	1	the	the	DET
ajst-1297	44	2	notion	notion	NOUN
ajst-1297	44	3	of	of	ADP
ajst-1297	44	4	computational	computational	ADJ
ajst-1297	44	5	structure	structure	NOUN
ajst-1297	44	6	is	be	AUX
ajst-1297	44	7	the	the	DET
ajst-1297	44	8	predecessor	predecessor	NOUN
ajst-1297	44	9	of	of	ADP
ajst-1297	44	10	the	the	DET
ajst-1297	44	11	notion	notion	NOUN
ajst-1297	44	12	of	of	ADP
ajst-1297	44	13	neural	neural	ADJ
ajst-1297	44	14	network	network	NOUN
ajst-1297	44	15	.	.	PUNCT
ajst-1297	45	1	it	it	PRON
ajst-1297	45	2	can	can	AUX
ajst-1297	45	3	roughly	roughly	ADV
ajst-1297	45	4	simulate	simulate	VERB
ajst-1297	45	5	the	the	DET
ajst-1297	45	6	working	work	VERB
ajst-1297	45	7	principle	principle	NOUN
ajst-1297	45	8	of	of	ADP
ajst-1297	45	9	human	human	ADJ
ajst-1297	45	10	neurons	neuron	NOUN
ajst-1297	45	11	,	,	PUNCT
ajst-1297	45	12	but	but	CCONJ
ajst-1297	45	13	the	the	DET
ajst-1297	45	14	weight	weight	NOUN
ajst-1297	45	15	parameters	parameter	NOUN
ajst-1297	45	16	need	need	VERB
ajst-1297	45	17	to	to	PART
ajst-1297	45	18	be	be	AUX
ajst-1297	45	19	manually	manually	ADV
ajst-1297	45	20	adjusted	adjust	VERB
ajst-1297	45	21	,	,	PUNCT
ajst-1297	45	22	so	so	CCONJ
ajst-1297	45	23	it	it	PRON
ajst-1297	45	24	is	be	AUX
ajst-1297	45	25	very	very	ADV
ajst-1297	45	26	inconvenient	inconvenient	ADJ
ajst-1297	45	27	to	to	AUX
ajst-1297	45	28	use	use	VERB
ajst-1297	45	29	.	.	PUNCT
ajst-1297	46	1	the	the	DET
ajst-1297	46	2	climax	climax	NOUN
ajst-1297	46	3	of	of	ADP
ajst-1297	46	4	neural	neural	ADJ
ajst-1297	46	5	network	network	NOUN
ajst-1297	46	6	study	study	NOUN
ajst-1297	46	7	is	be	AUX
ajst-1297	46	8	brought	bring	VERB
ajst-1297	46	9	about	about	ADP
ajst-1297	46	10	by	by	ADP
ajst-1297	46	11	the	the	DET
ajst-1297	46	12	perceptron	perceptron	PROPN
ajst-1297	46	13	.	.	PUNCT
ajst-1297	47	1	in	in	ADP
ajst-1297	47	2	recent	recent	ADJ
ajst-1297	47	3	years	year	NOUN
ajst-1297	47	4	,	,	PUNCT
ajst-1297	47	5	with	with	ADP
ajst-1297	47	6	the	the	DET
ajst-1297	47	7	uninterrupted	uninterrupted	ADJ
ajst-1297	47	8	swell	swell	NOUN
ajst-1297	47	9	of	of	ADP
ajst-1297	47	10	the	the	DET
ajst-1297	47	11	apply	apply	ADJ
ajst-1297	47	12	domain	domain	NOUN
ajst-1297	47	13	of	of	ADP
ajst-1297	47	14	deep	deep	ADJ
ajst-1297	47	15	learning	learning	NOUN
ajst-1297	47	16	,	,	PUNCT
ajst-1297	47	17	as	as	ADP
ajst-1297	47	18	a	a	DET
ajst-1297	47	19	neck	neck	NOUN
ajst-1297	47	20	of	of	ADP
ajst-1297	47	21	a	a	DET
ajst-1297	47	22	bottle	bottle	NOUN
ajst-1297	47	23	limit	limit	NOUN
ajst-1297	47	24	the	the	DET
ajst-1297	47	25	apply	apply	NOUN
ajst-1297	47	26	of	of	ADP
ajst-1297	47	27	deep	deep	ADJ
ajst-1297	47	28	learning	learning	NOUN
ajst-1297	47	29	,	,	PUNCT
ajst-1297	47	30	the	the	DET
ajst-1297	47	31	problem	problem	NOUN
ajst-1297	47	32	of	of	ADP
ajst-1297	47	33	explainability	explainability	NOUN
ajst-1297	47	34	has	have	AUX
ajst-1297	47	35	been	be	AUX
ajst-1297	47	36	paid	pay	VERB
ajst-1297	47	37	more	more	ADJ
ajst-1297	47	38	and	and	CCONJ
ajst-1297	47	39	more	more	ADJ
ajst-1297	47	40	attention	attention	NOUN
ajst-1297	47	41	by	by	ADP
ajst-1297	47	42	studyers	studyer	NOUN
ajst-1297	47	43	.	.	PUNCT
ajst-1297	48	1	the	the	DET
ajst-1297	48	2	early	early	ADJ
ajst-1297	48	3	study	study	NOUN
ajst-1297	48	4	on	on	ADP
ajst-1297	48	5	the	the	DET
ajst-1297	48	6	explainability	explainability	NOUN
ajst-1297	48	7	of	of	ADP
ajst-1297	48	8	deep	deep	ADJ
ajst-1297	48	9	learning	learning	NOUN
ajst-1297	48	10	has	have	AUX
ajst-1297	48	11	achieved	achieve	VERB
ajst-1297	48	12	rich	rich	ADJ
ajst-1297	48	13	results	result	NOUN
ajst-1297	48	14	.	.	PUNCT
ajst-1297	49	1	however	however	ADV
ajst-1297	49	2	,	,	PUNCT
ajst-1297	49	3	the	the	DET
ajst-1297	49	4	explain	explain	NOUN
ajst-1297	49	5	based	base	VERB
ajst-1297	49	6	on	on	ADP
ajst-1297	49	7	the	the	DET
ajst-1297	49	8	black	black	ADJ
ajst-1297	49	9	-	-	PUNCT
ajst-1297	49	10	box	box	NOUN
ajst-1297	49	11	model	model	NOUN
ajst-1297	49	12	always	always	ADV
ajst-1297	49	13	has	have	AUX
ajst-1297	49	14	limit	limit	VERB
ajst-1297	49	15	such	such	ADJ
ajst-1297	49	16	as	as	ADP
ajst-1297	49	17	low	low	ADJ
ajst-1297	49	18	accuracy	accuracy	NOUN
ajst-1297	49	19	of	of	ADP
ajst-1297	49	20	explain	explain	VERB
ajst-1297	49	21	results	result	NOUN
ajst-1297	49	22	and	and	CCONJ
ajst-1297	49	23	incomprehensible	incomprehensible	ADJ
ajst-1297	49	24	fortran	fortran	NOUN
ajst-1297	49	25	.	.	PUNCT
ajst-1297	50	1	therefore	therefore	ADV
ajst-1297	50	2	,	,	PUNCT
ajst-1297	50	3	constructing	construct	VERB
ajst-1297	50	4	definable	definable	ADJ
ajst-1297	50	5	models	model	NOUN
ajst-1297	50	6	has	have	AUX
ajst-1297	50	7	become	become	VERB
ajst-1297	50	8	a	a	DET
ajst-1297	50	9	new	new	ADJ
ajst-1297	50	10	study	study	NOUN
ajst-1297	50	11	direction	direction	NOUN
ajst-1297	50	12	.	.	PUNCT
ajst-1297	51	1	the	the	DET
ajst-1297	51	2	neural	neural	ADJ
ajst-1297	51	3	network	network	NOUN
ajst-1297	51	4	has	have	AUX
ajst-1297	51	5	accomplish	accomplish	VERB
ajst-1297	51	6	the	the	DET
ajst-1297	51	7	transformation	transformation	NOUN
ajst-1297	51	8	from	from	ADP
ajst-1297	51	9	a	a	DET
ajst-1297	51	10	fleet	fleet	NOUN
ajst-1297	51	11	network	network	NOUN
ajst-1297	51	12	to	to	ADP
ajst-1297	51	13	a	a	DET
ajst-1297	51	14	multi	multi	ADJ
ajst-1297	51	15	-	-	ADJ
ajst-1297	51	16	layer	layer	ADJ
ajst-1297	51	17	deep	deep	ADJ
ajst-1297	51	18	network	network	NOUN
ajst-1297	51	19	,	,	PUNCT
ajst-1297	51	20	and	and	CCONJ
ajst-1297	51	21	the	the	DET
ajst-1297	51	22	notion	notion	NOUN
ajst-1297	51	23	of	of	ADP
ajst-1297	51	24	deep	deep	ADJ
ajst-1297	51	25	learning	learning	NOUN
ajst-1297	51	26	is	be	AUX
ajst-1297	51	27	also	also	ADV
ajst-1297	51	28	born	bear	VERB
ajst-1297	51	29	,	,	PUNCT
ajst-1297	51	30	and	and	CCONJ
ajst-1297	51	31	it	it	PRON
ajst-1297	51	32	is	be	AUX
ajst-1297	51	33	more	more	ADV
ajst-1297	51	34	and	and	CCONJ
ajst-1297	51	35	more	more	ADV
ajst-1297	51	36	extensively	extensively	ADV
ajst-1297	51	37	used	use	VERB
ajst-1297	51	38	in	in	ADP
ajst-1297	51	39	various	various	ADJ
ajst-1297	51	40	domains	domain	NOUN
ajst-1297	51	41	.	.	PUNCT
ajst-1297	52	1	as	as	ADV
ajst-1297	52	2	far	far	ADV
ajst-1297	52	3	as	as	SCONJ
ajst-1297	52	4	the	the	DET
ajst-1297	52	5	current	current	ADJ
ajst-1297	52	6	study	study	NOUN
ajst-1297	52	7	results	result	NOUN
ajst-1297	52	8	are	be	AUX
ajst-1297	52	9	concerned	concern	VERB
ajst-1297	52	10	,	,	PUNCT
ajst-1297	52	11	if	if	SCONJ
ajst-1297	52	12	the	the	DET
ajst-1297	52	13	data	datum	NOUN
ajst-1297	52	14	set	set	VERB
ajst-1297	52	15	is	be	AUX
ajst-1297	52	16	comprehensive	comprehensive	ADJ
ajst-1297	52	17	enough	enough	ADV
ajst-1297	52	18	and	and	CCONJ
ajst-1297	52	19	the	the	DET
ajst-1297	52	20	number	number	NOUN
ajst-1297	52	21	of	of	ADP
ajst-1297	52	22	hidden	hidden	ADJ
ajst-1297	52	23	layers	layer	NOUN
ajst-1297	52	24	is	be	AUX
ajst-1297	52	25	large	large	ADJ
ajst-1297	52	26	enough	enough	ADV
ajst-1297	52	27	,	,	PUNCT
ajst-1297	52	28	the	the	DET
ajst-1297	52	29	cultivate	cultivate	NOUN
ajst-1297	52	30	results	result	NOUN
ajst-1297	52	31	are	be	AUX
ajst-1297	52	32	very	very	ADV
ajst-1297	52	33	good	good	ADJ
ajst-1297	52	34	.	.	PUNCT
ajst-1297	53	1	in	in	ADP
ajst-1297	53	2	recent	recent	ADJ
ajst-1297	53	3	years	year	NOUN
ajst-1297	53	4	,	,	PUNCT
ajst-1297	53	5	many	many	ADJ
ajst-1297	53	6	study	study	NOUN
ajst-1297	53	7	institutions	institution	NOUN
ajst-1297	53	8	such	such	ADJ
ajst-1297	53	9	as	as	ADP
ajst-1297	53	10	baidu	baidu	NOUN
ajst-1297	53	11	,	,	PUNCT
ajst-1297	53	12	google	google	PROPN
ajst-1297	53	13	,	,	PUNCT
ajst-1297	53	14	microsoft	microsoft	PROPN
ajst-1297	53	15	and	and	CCONJ
ajst-1297	53	16	other	other	ADJ
ajst-1297	53	17	companies	company	NOUN
ajst-1297	53	18	have	have	AUX
ajst-1297	53	19	established	establish	VERB
ajst-1297	53	20	deep	deep	ADJ
ajst-1297	53	21	learning	learning	NOUN
ajst-1297	53	22	study	study	NOUN
ajst-1297	53	23	institutes	institute	NOUN
ajst-1297	53	24	,	,	PUNCT
ajst-1297	53	25	setting	set	VERB
ajst-1297	53	26	off	off	ADP
ajst-1297	53	27	a	a	DET
ajst-1297	53	28	study	study	NOUN
ajst-1297	53	29	climax	climax	NOUN
ajst-1297	53	30	of	of	ADP
ajst-1297	53	31	deep	deep	ADJ
ajst-1297	53	32	learning	learning	NOUN
ajst-1297	53	33	[	[	X
ajst-1297	53	34	7	7	NUM
ajst-1297	53	35	-	-	SYM
ajst-1297	53	36	8	8	NUM
ajst-1297	53	37	]	]	PUNCT
ajst-1297	53	38	.	.	PUNCT
ajst-1297	54	1	2.2	2.2	NUM
ajst-1297	54	2	.	.	PUNCT
ajst-1297	55	1	new	new	ADJ
ajst-1297	55	2	progress	progress	NOUN
ajst-1297	55	3	in	in	ADP
ajst-1297	55	4	deep	deep	ADJ
ajst-1297	55	5	learning	learning	NOUN
ajst-1297	55	6	study	study	NOUN
ajst-1297	55	7	since	since	SCONJ
ajst-1297	55	8	deep	deep	ADJ
ajst-1297	55	9	learning	learning	NOUN
ajst-1297	55	10	can	can	AUX
ajst-1297	55	11	solve	solve	VERB
ajst-1297	55	12	some	some	DET
ajst-1297	55	13	complicated	complicated	ADJ
ajst-1297	55	14	question	question	NOUN
ajst-1297	55	15	well	well	ADV
ajst-1297	55	16	,	,	PUNCT
ajst-1297	55	17	many	many	ADJ
ajst-1297	55	18	studyers	studyer	NOUN
ajst-1297	55	19	have	have	AUX
ajst-1297	55	20	conducted	conduct	VERB
ajst-1297	55	21	in	in	ADP
ajst-1297	55	22	-	-	PUNCT
ajst-1297	55	23	depth	depth	NOUN
ajst-1297	55	24	study	study	NOUN
ajst-1297	55	25	on	on	ADP
ajst-1297	55	26	it	it	PRON
ajst-1297	55	27	in	in	ADP
ajst-1297	55	28	recent	recent	ADJ
ajst-1297	55	29	years	year	NOUN
ajst-1297	55	30	,	,	PUNCT
ajst-1297	55	31	and	and	CCONJ
ajst-1297	55	32	many	many	ADJ
ajst-1297	55	33	new	new	ADJ
ajst-1297	55	34	advances	advance	NOUN
ajst-1297	55	35	in	in	ADP
ajst-1297	55	36	deep	deep	ADJ
ajst-1297	55	37	learning	learning	NOUN
ajst-1297	55	38	study	study	NOUN
ajst-1297	55	39	have	have	AUX
ajst-1297	55	40	emerged	emerge	VERB
ajst-1297	55	41	.	.	PUNCT
ajst-1297	56	1	deep	deep	ADJ
ajst-1297	56	2	learning	learning	NOUN
ajst-1297	56	3	is	be	AUX
ajst-1297	56	4	a	a	DET
ajst-1297	56	5	study	study	NOUN
ajst-1297	56	6	direction	direction	NOUN
ajst-1297	56	7	with	with	ADP
ajst-1297	56	8	rich	rich	ADJ
ajst-1297	56	9	skill	skill	NOUN
ajst-1297	56	10	and	and	CCONJ
ajst-1297	56	11	models	model	NOUN
ajst-1297	56	12	in	in	ADP
ajst-1297	56	13	the	the	DET
ajst-1297	56	14	domain	domain	NOUN
ajst-1297	56	15	of	of	ADP
ajst-1297	56	16	ml	ml	PROPN
ajst-1297	56	17	,	,	PUNCT
ajst-1297	56	18	representing	represent	VERB
ajst-1297	56	19	a	a	DET
ajst-1297	56	20	class	class	NOUN
ajst-1297	56	21	of	of	ADP
ajst-1297	56	22	ml	ml	NOUN
ajst-1297	56	23	way	way	NOUN
ajst-1297	56	24	that	that	PRON
ajst-1297	56	25	use	use	VERB
ajst-1297	56	26	deep	deep	ADJ
ajst-1297	56	27	neural	neural	ADJ
ajst-1297	56	28	networks	network	NOUN
ajst-1297	56	29	to	to	PART
ajst-1297	56	30	achieve	achieve	VERB
ajst-1297	56	31	data	datum	NOUN
ajst-1297	56	32	fitting	fitting	ADJ
ajst-1297	56	33	.	.	PUNCT
ajst-1297	57	1	according	accord	VERB
ajst-1297	57	2	to	to	ADP
ajst-1297	57	3	the	the	DET
ajst-1297	57	4	construction	construction	NOUN
ajst-1297	57	5	method	method	NOUN
ajst-1297	57	6	and	and	CCONJ
ajst-1297	57	7	cultivate	cultivate	VERB
ajst-1297	57	8	method	method	NOUN
ajst-1297	57	9	of	of	ADP
ajst-1297	57	10	the	the	DET
ajst-1297	57	11	deep	deep	ADJ
ajst-1297	57	12	neural	neural	ADJ
ajst-1297	57	13	network	network	NOUN
ajst-1297	57	14	,	,	PUNCT
ajst-1297	57	15	deep	deep	ADJ
ajst-1297	57	16	learning	learning	NOUN
ajst-1297	57	17	can	can	AUX
ajst-1297	57	18	be	be	AUX
ajst-1297	57	19	divided	divide	VERB
ajst-1297	57	20	into	into	ADP
ajst-1297	57	21	three	three	NUM
ajst-1297	57	22	categories	category	NOUN
ajst-1297	57	23	:	:	PUNCT
ajst-1297	57	24	generating	generate	VERB
ajst-1297	57	25	deep	deep	ADJ
ajst-1297	57	26	structures	structure	NOUN
ajst-1297	57	27	,	,	PUNCT
ajst-1297	57	28	discriminating	discriminate	VERB
ajst-1297	57	29	deep	deep	ADJ
ajst-1297	57	30	structures	structure	NOUN
ajst-1297	57	31	,	,	PUNCT
ajst-1297	57	32	and	and	CCONJ
ajst-1297	57	33	mixing	mix	VERB
ajst-1297	57	34	deep	deep	ADJ
ajst-1297	57	35	structures	structure	NOUN
ajst-1297	57	36	.	.	PUNCT
ajst-1297	58	1	therefore	therefore	ADV
ajst-1297	58	2	,	,	PUNCT
ajst-1297	58	3	the	the	DET
ajst-1297	58	4	corresponding	correspond	VERB
ajst-1297	58	5	data	data	NOUN
ajst-1297	58	6	map	map	NOUN
ajst-1297	58	7	is	be	AUX
ajst-1297	58	8	established	establish	VERB
ajst-1297	58	9	as	as	SCONJ
ajst-1297	58	10	shown	show	VERB
ajst-1297	58	11	in	in	ADP
ajst-1297	58	12	figure	figure	NOUN
ajst-1297	58	13	1	1	NUM
ajst-1297	58	14	.	.	PUNCT
ajst-1297	58	15	figure	figure	NOUN
ajst-1297	58	16	1	1	NUM
ajst-1297	58	17	.	.	PUNCT
ajst-1297	58	18	deep	deep	ADJ
ajst-1297	58	19	learning	learning	NOUN
ajst-1297	58	20	impact	impact	NOUN
ajst-1297	58	21	data	datum	NOUN
ajst-1297	58	22	map	map	NOUN
ajst-1297	58	23	in	in	ADP
ajst-1297	58	24	the	the	DET
ajst-1297	58	25	trajectory	trajectory	NOUN
ajst-1297	58	26	visualization	visualization	NOUN
ajst-1297	58	27	study	study	NOUN
ajst-1297	58	28	,	,	PUNCT
ajst-1297	58	29	it	it	PRON
ajst-1297	58	30	is	be	AUX
ajst-1297	58	31	gisted	giste	VERB
ajst-1297	58	32	out	out	ADP
ajst-1297	58	33	that	that	SCONJ
ajst-1297	58	34	even	even	ADV
ajst-1297	58	35	if	if	SCONJ
ajst-1297	58	36	the	the	DET
ajst-1297	58	37	deep	deep	ADJ
ajst-1297	58	38	structure	structure	NOUN
ajst-1297	58	39	neural	neural	ADJ
ajst-1297	58	40	network	network	NOUN
ajst-1297	58	41	is	be	AUX
ajst-1297	58	42	trained	train	VERB
ajst-1297	58	43	from	from	ADP
ajst-1297	58	44	similar	similar	ADJ
ajst-1297	58	45	worths	worth	NOUN
ajst-1297	58	46	,	,	PUNCT
ajst-1297	58	47	divers	diver	NOUN
ajst-1297	58	48	initial	initial	ADJ
ajst-1297	58	49	worths	worth	NOUN
ajst-1297	58	50	will	will	AUX
ajst-1297	58	51	learn	learn	VERB
ajst-1297	58	52	divers	diver	NOUN
ajst-1297	58	53	local	local	ADJ
ajst-1297	58	54	extremums	extremum	NOUN
ajst-1297	58	55	.	.	PUNCT
ajst-1297	59	1	the	the	DET
ajst-1297	59	2	difference	difference	NOUN
ajst-1297	59	3	between	between	ADP
ajst-1297	59	4	the	the	DET
ajst-1297	59	5	extreme	extreme	ADJ
ajst-1297	59	6	worths	worth	NOUN
ajst-1297	59	7	obtained	obtain	VERB
ajst-1297	59	8	by	by	ADP
ajst-1297	59	9	initialization	initialization	NOUN
ajst-1297	59	10	learning	learning	NOUN
ajst-1297	59	11	is	be	AUX
ajst-1297	59	12	relatively	relatively	ADV
ajst-1297	59	13	large	large	ADJ
ajst-1297	59	14	,	,	PUNCT
ajst-1297	59	15	and	and	CCONJ
ajst-1297	59	16	the	the	DET
ajst-1297	59	17	model	model	NOUN
ajst-1297	59	18	obtained	obtain	VERB
ajst-1297	59	19	by	by	ADP
ajst-1297	59	20	initializing	initialize	VERB
ajst-1297	59	21	the	the	DET
ajst-1297	59	22	parameters	parameter	NOUN
ajst-1297	59	23	of	of	ADP
ajst-1297	59	24	the	the	DET
ajst-1297	59	25	model	model	NOUN
ajst-1297	59	26	with	with	ADP
ajst-1297	59	27	unsupervised	unsupervised	ADJ
ajst-1297	59	28	pre	pre	NOUN
ajst-1297	59	29	-	-	NOUN
ajst-1297	59	30	cultivate	cultivate	NOUN
ajst-1297	59	31	has	have	VERB
ajst-1297	59	32	better	well	ADJ
ajst-1297	59	33	generalization	generalization	NOUN
ajst-1297	59	34	error	error	NOUN
ajst-1297	59	35	.	.	PUNCT
ajst-1297	60	1	,	,	PUNCT
ajst-1297	60	2	the	the	DET
ajst-1297	60	3	basic	basic	ADJ
ajst-1297	60	4	architecture	architecture	NOUN
ajst-1297	60	5	of	of	ADP
ajst-1297	60	6	a	a	DET
ajst-1297	60	7	convolutional	convolutional	ADJ
ajst-1297	60	8	neural	neural	ADJ
ajst-1297	60	9	network	network	NOUN
ajst-1297	60	10	usually	usually	ADV
ajst-1297	60	11	includes	include	VERB
ajst-1297	60	12	a	a	DET
ajst-1297	60	13	feature	feature	NOUN
ajst-1297	60	14	extractor	extractor	NOUN
ajst-1297	60	15	and	and	CCONJ
ajst-1297	60	16	a	a	DET
ajst-1297	60	17	classifier	classifier	NOUN
ajst-1297	60	18	.	.	PUNCT
ajst-1297	61	1	in	in	ADP
ajst-1297	61	2	the	the	DET
ajst-1297	61	3	convolutional	convolutional	ADJ
ajst-1297	61	4	neural	neural	ADJ
ajst-1297	61	5	network	network	NOUN
ajst-1297	61	6	,	,	PUNCT
ajst-1297	61	7	the	the	DET
ajst-1297	61	8	feature	feature	NOUN
ajst-1297	61	9	extractor	extractor	NOUN
ajst-1297	61	10	is	be	AUX
ajst-1297	61	11	usually	usually	ADV
ajst-1297	61	12	composed	compose	VERB
ajst-1297	61	13	of	of	ADP
ajst-1297	61	14	several	several	ADJ
ajst-1297	61	15	convolutional	convolutional	ADJ
ajst-1297	61	16	layers	layer	NOUN
ajst-1297	61	17	and	and	CCONJ
ajst-1297	61	18	pooling	pool	VERB
ajst-1297	61	19	layers	layer	NOUN
ajst-1297	61	20	.	.	PUNCT
ajst-1297	62	1	a	a	DET
ajst-1297	62	2	classifier	classifier	NOUN
ajst-1297	62	3	is	be	AUX
ajst-1297	62	4	connected	connect	VERB
ajst-1297	62	5	behind	behind	ADP
ajst-1297	62	6	a	a	DET
ajst-1297	62	7	feature	feature	NOUN
ajst-1297	62	8	extractor	extractor	NOUN
ajst-1297	62	9	,	,	PUNCT
ajst-1297	62	10	usually	usually	ADV
ajst-1297	62	11	consisting	consist	VERB
ajst-1297	62	12	of	of	ADP
ajst-1297	62	13	a	a	DET
ajst-1297	62	14	multi	multi	ADJ
ajst-1297	62	15	-	-	ADJ
ajst-1297	62	16	layer	layer	ADJ
ajst-1297	62	17	perceptron	perceptron	PROPN
ajst-1297	62	18	.	.	PUNCT
ajst-1297	63	1	compared	compare	VERB
ajst-1297	63	2	with	with	ADP
ajst-1297	63	3	sgd	sgd	PROPN
ajst-1297	63	4	,	,	PUNCT
ajst-1297	63	5	l	l	NOUN
ajst-1297	63	6	-	-	ADJ
ajst-1297	63	7	bfgs	bfgs	ADJ
ajst-1297	63	8	and	and	CCONJ
ajst-1297	63	9	cg	cg	NOUN
ajst-1297	63	10	are	be	AUX
ajst-1297	63	11	easier	easy	ADJ
ajst-1297	63	12	for	for	ADP
ajst-1297	63	13	model	model	NOUN
ajst-1297	63	14	cultivate	cultivate	NOUN
ajst-1297	63	15	and	and	CCONJ
ajst-1297	63	16	convergence	convergence	NOUN
ajst-1297	63	17	detection	detection	NOUN
ajst-1297	63	18	.	.	PUNCT
ajst-1297	64	1	meanwhile	meanwhile	ADV
ajst-1297	64	2	,	,	PUNCT
ajst-1297	64	3	l	l	NOUN
ajst-1297	64	4	-	-	ADJ
ajst-1297	64	5	bfgs	bfgs	ADJ
ajst-1297	64	6	and	and	CCONJ
ajst-1297	64	7	cg	cg	NOUN
ajst-1297	64	8	can	can	AUX
ajst-1297	64	9	use	use	VERB
ajst-1297	64	10	gpus	gpu	NOUN
ajst-1297	64	11	or	or	CCONJ
ajst-1297	64	12	distributed	distribute	VERB
ajst-1297	64	13	computing	computing	NOUN
ajst-1297	64	14	to	to	PART
ajst-1297	64	15	achieve	achieve	VERB
ajst-1297	64	16	parallelization	parallelization	NOUN
ajst-1297	64	17	,	,	PUNCT
ajst-1297	64	18	which	which	PRON
ajst-1297	64	19	greatly	greatly	ADV
ajst-1297	64	20	improves	improve	VERB
ajst-1297	64	21	the	the	DET
ajst-1297	64	22	model	model	NOUN
ajst-1297	64	23	cultivate	cultivate	VERB
ajst-1297	64	24	speed	speed	NOUN
ajst-1297	64	25	.	.	PUNCT
ajst-1297	65	1	since	since	SCONJ
ajst-1297	65	2	lbfgs	lbfgs	PROPN
ajst-1297	65	3	and	and	CCONJ
ajst-1297	65	4	cg	cg	NOUN
ajst-1297	65	5	need	need	VERB
ajst-1297	65	6	to	to	PART
ajst-1297	65	7	calculate	calculate	VERB
ajst-1297	65	8	the	the	DET
ajst-1297	65	9	gradient	gradient	NOUN
ajst-1297	65	10	of	of	ADP
ajst-1297	65	11	all	all	DET
ajst-1297	65	12	data	datum	NOUN
ajst-1297	65	13	to	to	PART
ajst-1297	65	14	achieve	achieve	VERB
ajst-1297	65	15	data	data	NOUN
ajst-1297	65	16	update	update	NOUN
ajst-1297	65	17	,	,	PUNCT
ajst-1297	65	18	when	when	SCONJ
ajst-1297	65	19	facing	face	VERB
ajst-1297	65	20	massive	massive	ADJ
ajst-1297	65	21	data	datum	NOUN
ajst-1297	65	22	,	,	PUNCT
ajst-1297	65	23	the	the	DET
ajst-1297	65	24	learning	learn	VERB
ajst-1297	65	25	rate	rate	NOUN
ajst-1297	65	26	of	of	ADP
ajst-1297	65	27	small	small	ADJ
ajst-1297	65	28	batch	batch	NOUN
ajst-1297	65	29	l	l	NOUN
ajst-1297	65	30	-	-	ADJ
ajst-1297	65	31	bfgs	bfgs	ADJ
ajst-1297	65	32	and	and	CCONJ
ajst-1297	65	33	cg	cg	NOUN
ajst-1297	65	34	is	be	AUX
ajst-1297	65	35	faster	fast	ADJ
ajst-1297	65	36	than	than	ADP
ajst-1297	65	37	that	that	PRON
ajst-1297	65	38	of	of	ADP
ajst-1297	65	39	large	large	ADJ
ajst-1297	65	40	batch	batch	NOUN
ajst-1297	65	41	mode	mode	NOUN
ajst-1297	66	1	[	[	X
ajst-1297	66	2	9	9	NUM
ajst-1297	66	3	-	-	SYM
ajst-1297	66	4	10	10	NUM
ajst-1297	66	5	]	]	PUNCT
ajst-1297	66	6	.	.	PUNCT
ajst-1297	67	1	3	3	X
ajst-1297	67	2	.	.	X
ajst-1297	67	3	d	d	NOUN
ajst-1297	67	4	mining	mining	NOUN
ajst-1297	67	5	engineering	engineering	NOUN
ajst-1297	67	6	study	study	NOUN
ajst-1297	67	7	3.1	3.1	NUM
ajst-1297	67	8	.	.	PUNCT
ajst-1297	67	9	basic	basic	ADJ
ajst-1297	67	10	theory	theory	NOUN
ajst-1297	67	11	and	and	CCONJ
ajst-1297	67	12	principle	principle	ADJ
ajst-1297	67	13	analysis	analysis	NOUN
ajst-1297	67	14	the	the	DET
ajst-1297	67	15	basic	basic	ADJ
ajst-1297	67	16	basis	basis	NOUN
ajst-1297	67	17	for	for	ADP
ajst-1297	67	18	establishing	establish	VERB
ajst-1297	67	19	the	the	DET
ajst-1297	67	20	surface	surface	NOUN
ajst-1297	67	21	terrain	terrain	NOUN
ajst-1297	67	22	model	model	NOUN
ajst-1297	67	23	is	be	AUX
ajst-1297	67	24	the	the	DET
ajst-1297	67	25	contour	contour	NOUN
ajst-1297	67	26	line	line	NOUN
ajst-1297	67	27	of	of	ADP
ajst-1297	67	28	the	the	DET
ajst-1297	67	29	surface	surface	NOUN
ajst-1297	67	30	terrain	terrain	NOUN
ajst-1297	67	31	.	.	PUNCT
ajst-1297	68	1	centuries	century	NOUN
ajst-1297	68	2	ago	ago	ADV
ajst-1297	68	3	,	,	PUNCT
ajst-1297	68	4	artists	artist	NOUN
ajst-1297	68	5	have	have	AUX
ajst-1297	68	6	been	be	AUX
ajst-1297	68	7	able	able	ADJ
ajst-1297	68	8	to	to	PART
ajst-1297	68	9	draw	draw	VERB
ajst-1297	68	10	patterns	pattern	NOUN
ajst-1297	68	11	with	with	ADP
ajst-1297	68	12	depth	depth	NOUN
ajst-1297	68	13	visual	visual	ADJ
ajst-1297	68	14	effects	effect	NOUN
ajst-1297	68	15	on	on	ADP
ajst-1297	68	16	2d	2d	NUM
ajst-1297	68	17	drawings	drawing	NOUN
ajst-1297	68	18	.	.	PUNCT
ajst-1297	69	1	similarly	similarly	ADV
ajst-1297	69	2	,	,	PUNCT
ajst-1297	69	3	3d	3d	PROPN
ajst-1297	69	4	computer	computer	NOUN
ajst-1297	69	5	graphics	graphic	NOUN
ajst-1297	69	6	is	be	AUX
ajst-1297	69	7	to	to	PART
ajst-1297	69	8	draw	draw	VERB
ajst-1297	69	9	graphics	graphic	NOUN
ajst-1297	69	10	with	with	ADP
ajst-1297	69	11	depth	depth	NOUN
ajst-1297	69	12	visual	visual	ADJ
ajst-1297	69	13	effects	effect	NOUN
ajst-1297	69	14	on	on	ADP
ajst-1297	69	15	a	a	DET
ajst-1297	69	16	2d	2d	NUM
ajst-1297	69	17	computer	computer	NOUN
ajst-1297	69	18	screen	screen	NOUN
ajst-1297	69	19	,	,	PUNCT
ajst-1297	69	20	which	which	PRON
ajst-1297	69	21	is	be	AUX
ajst-1297	69	22	the	the	DET
ajst-1297	69	23	third	third	ADJ
ajst-1297	69	24	latitude	latitude	NOUN
ajst-1297	69	25	.	.	PUNCT
ajst-1297	70	1	the	the	DET
ajst-1297	70	2	surface	surface	NOUN
ajst-1297	70	3	of	of	ADP
ajst-1297	70	4	a	a	DET
ajst-1297	70	5	geological	geological	ADJ
ajst-1297	70	6	body	body	NOUN
ajst-1297	70	7	is	be	AUX
ajst-1297	70	8	usually	usually	ADV
ajst-1297	70	9	composed	compose	VERB
ajst-1297	70	10	of	of	ADP
ajst-1297	70	11	a	a	DET
ajst-1297	70	12	large	large	ADJ
ajst-1297	70	13	number	number	NOUN
ajst-1297	70	14	of	of	ADP
ajst-1297	70	15	triangular	triangular	NOUN
ajst-1297	70	16	patches	patch	NOUN
ajst-1297	70	17	spliced	splice	VERB
ajst-1297	70	18	with	with	ADP
ajst-1297	70	19	each	each	DET
ajst-1297	70	20	other	other	ADJ
ajst-1297	70	21	,	,	PUNCT
ajst-1297	70	22	which	which	PRON
ajst-1297	70	23	are	be	AUX
ajst-1297	70	24	distributed	distribute	VERB
ajst-1297	70	25	in	in	ADP
ajst-1297	70	26	space	space	NOUN
ajst-1297	70	27	with	with	ADP
ajst-1297	70	28	disuninterrupted	disuninterrupted	ADJ
ajst-1297	70	29	and	and	CCONJ
ajst-1297	70	30	uneven	uneven	ADJ
ajst-1297	70	31	discrete	discrete	ADJ
ajst-1297	70	32	gists	gist	NOUN
ajst-1297	70	33	(	(	PUNCT
ajst-1297	70	34	feature	feature	NOUN
ajst-1297	70	35	gists	gist	NOUN
ajst-1297	70	36	)	)	PUNCT
ajst-1297	70	37	connected	connect	VERB
ajst-1297	70	38	according	accord	VERB
ajst-1297	70	39	to	to	ADP
ajst-1297	70	40	a	a	DET
ajst-1297	70	41	specific	specific	ADJ
ajst-1297	70	42	lru	lru	NOUN
ajst-1297	70	43	.	.	PUNCT
ajst-1297	71	1	these	these	DET
ajst-1297	71	2	uninterrupted	uninterrupted	ADJ
ajst-1297	71	3	triangular	triangular	NOUN
ajst-1297	71	4	patches	patch	NOUN
ajst-1297	71	5	constitute	constitute	VERB
ajst-1297	71	6	a	a	DET
ajst-1297	71	7	geological	geological	ADJ
ajst-1297	71	8	body	body	NOUN
ajst-1297	71	9	shell	shell	NOUN
ajst-1297	71	10	(	(	PUNCT
ajst-1297	71	11	geological	geological	ADJ
ajst-1297	71	12	body	body	NOUN
ajst-1297	71	13	model	model	NOUN
ajst-1297	71	14	)	)	PUNCT
ajst-1297	71	15	that	that	PRON
ajst-1297	71	16	changes	change	VERB
ajst-1297	71	17	with	with	ADP
ajst-1297	71	18	the	the	DET
ajst-1297	71	19	terrain	terrain	NOUN
ajst-1297	71	20	fluctuation	fluctuation	NOUN
ajst-1297	71	21	,	,	PUNCT
ajst-1297	71	22	that	that	ADV
ajst-1297	71	23	is	is	ADV
ajst-1297	71	24	,	,	PUNCT
ajst-1297	71	25	an	an	DET
ajst-1297	71	26	irregular	irregular	ADJ
ajst-1297	71	27	triangular	triangular	NOUN
ajst-1297	71	28	network	network	NOUN
ajst-1297	71	29	.	.	PUNCT
ajst-1297	72	1	compared	compare	VERB
ajst-1297	72	2	with	with	ADP
ajst-1297	72	3	3d	3d	NUM
ajst-1297	72	4	visualization	visualization	NOUN
ajst-1297	72	5	technology	technology	NOUN
ajst-1297	72	6	,	,	PUNCT
ajst-1297	72	7	the	the	DET
ajst-1297	72	8	act	act	NOUN
ajst-1297	72	9	of	of	ADP
ajst-1297	72	10	3d	3d	PROPN
ajst-1297	72	11	spatial	spatial	ADJ
ajst-1297	72	12	data	datum	NOUN
ajst-1297	72	13	is	be	AUX
ajst-1297	72	14	very	very	ADV
ajst-1297	72	15	critical	critical	ADJ
ajst-1297	72	16	.	.	PUNCT
ajst-1297	73	1	when	when	SCONJ
ajst-1297	73	2	constructing	construct	VERB
ajst-1297	73	3	a	a	DET
ajst-1297	73	4	three	three	NUM
ajst-1297	73	5	-	-	PUNCT
ajst-1297	73	6	dimensional	dimensional	ADJ
ajst-1297	73	7	geological	geological	ADJ
ajst-1297	73	8	model	model	NOUN
ajst-1297	73	9	,	,	PUNCT
ajst-1297	73	10	the	the	DET
ajst-1297	73	11	requirement	requirement	NOUN
ajst-1297	73	12	of	of	ADP
ajst-1297	73	13	basic	basic	ADJ
ajst-1297	73	14	geological	geological	ADJ
ajst-1297	73	15	message	message	NOUN
ajst-1297	73	16	must	must	AUX
ajst-1297	73	17	be	be	AUX
ajst-1297	73	18	fully	fully	ADV
ajst-1297	73	19	satisfied	satisfied	ADJ
ajst-1297	73	20	first	first	ADV
ajst-1297	73	21	,	,	PUNCT
ajst-1297	73	22	and	and	CCONJ
ajst-1297	73	23	then	then	ADV
ajst-1297	73	24	through	through	ADP
ajst-1297	73	25	appropriate	appropriate	ADJ
ajst-1297	73	26	calculations	calculation	NOUN
ajst-1297	73	27	,	,	PUNCT
ajst-1297	73	28	various	various	ADJ
ajst-1297	73	29	attributes	attribute	NOUN
ajst-1297	73	30	can	can	AUX
ajst-1297	73	31	be	be	AUX
ajst-1297	73	32	transmitted	transmit	VERB
ajst-1297	73	33	.	.	PUNCT
ajst-1297	74	1	message	message	NOUN
ajst-1297	74	2	and	and	CCONJ
ajst-1297	74	3	exchange	exchange	NOUN
ajst-1297	74	4	of	of	ADP
ajst-1297	74	5	data	datum	NOUN
ajst-1297	74	6	lay	lie	VERB
ajst-1297	74	7	the	the	DET
ajst-1297	74	8	foundation	foundation	NOUN
ajst-1297	74	9	;	;	PUNCT
ajst-1297	74	10	from	from	ADP
ajst-1297	74	11	the	the	DET
ajst-1297	74	12	perspective	perspective	NOUN
ajst-1297	74	13	of	of	ADP
ajst-1297	74	14	data	datum	NOUN
ajst-1297	74	15	study	study	NOUN
ajst-1297	74	16	,	,	PUNCT
ajst-1297	74	17	the	the	DET
ajst-1297	74	18	three	three	NUM
ajst-1297	74	19	-	-	PUNCT
ajst-1297	74	20	dimensional	dimensional	ADJ
ajst-1297	74	21	data	datum	NOUN
ajst-1297	74	22	structure	structure	NOUN
ajst-1297	74	23	model	model	NOUN
ajst-1297	74	24	consists	consist	VERB
ajst-1297	74	25	of	of	ADP
ajst-1297	74	26	two	two	NUM
ajst-1297	74	27	types	type	NOUN
ajst-1297	74	28	:	:	PUNCT
ajst-1297	74	29	surface	surface	NOUN
ajst-1297	74	30	-	-	PUNCT
ajst-1297	74	31	based	base	VERB
ajst-1297	74	32	and	and	CCONJ
ajst-1297	74	33	volume	volume	NOUN
ajst-1297	74	34	-	-	PUNCT
ajst-1297	74	35	based	base	VERB
ajst-1297	74	36	.	.	PUNCT
ajst-1297	75	1	the	the	DET
ajst-1297	75	2	surface	surface	NOUN
ajst-1297	75	3	-	-	PUNCT
ajst-1297	75	4	based	base	VERB
ajst-1297	75	5	data	data	NOUN
ajst-1297	75	6	structure	structure	NOUN
ajst-1297	75	7	model	model	NOUN
ajst-1297	75	8	takes	take	VERB
ajst-1297	75	9	each	each	DET
ajst-1297	75	10	unit	unit	NOUN
ajst-1297	75	11	surface	surface	NOUN
ajst-1297	75	12	as	as	ADP
ajst-1297	75	13	a	a	DET
ajst-1297	75	14	reference	reference	NOUN
ajst-1297	75	15	,	,	PUNCT
ajst-1297	75	16	and	and	CCONJ
ajst-1297	75	17	analyzes	analyze	VERB
ajst-1297	75	18	the	the	DET
ajst-1297	75	19	three	three	NUM
ajst-1297	75	20	-	-	PUNCT
ajst-1297	75	21	dimensional	dimensional	ADJ
ajst-1297	75	22	space	space	NOUN
ajst-1297	75	23	geometry	geometry	NOUN
ajst-1297	75	24	.	.	PUNCT
ajst-1297	76	1	in	in	ADP
ajst-1297	76	2	actual	actual	ADJ
ajst-1297	76	3	production	production	NOUN
ajst-1297	76	4	,	,	PUNCT
ajst-1297	76	5	underground	underground	ADJ
ajst-1297	76	6	roadways	roadway	NOUN
ajst-1297	76	7	120	120	NUM
ajst-1297	76	8	are	be	AUX
ajst-1297	76	9	intricate	intricate	ADJ
ajst-1297	76	10	and	and	CCONJ
ajst-1297	76	11	complicated	complicated	ADJ
ajst-1297	76	12	,	,	PUNCT
ajst-1297	76	13	especially	especially	ADV
ajst-1297	76	14	under	under	ADP
ajst-1297	76	15	the	the	DET
ajst-1297	76	16	conditions	condition	NOUN
ajst-1297	76	17	of	of	ADP
ajst-1297	76	18	poor	poor	ADJ
ajst-1297	76	19	coal	coal	NOUN
ajst-1297	76	20	seam	seam	NOUN
ajst-1297	76	21	occurrence	occurrence	NOUN
ajst-1297	76	22	and	and	CCONJ
ajst-1297	76	23	wide	wide	ADJ
ajst-1297	76	24	and	and	CCONJ
ajst-1297	76	25	dense	dense	ADJ
ajst-1297	76	26	distribution	distribution	NOUN
ajst-1297	76	27	of	of	ADP
ajst-1297	76	28	geological	geological	ADJ
ajst-1297	76	29	structures	structure	NOUN
ajst-1297	76	30	,	,	PUNCT
ajst-1297	76	31	many	many	ADJ
ajst-1297	76	32	roadways	roadway	NOUN
ajst-1297	76	33	overlap	overlap	VERB
ajst-1297	76	34	on	on	ADP
ajst-1297	76	35	the	the	DET
ajst-1297	76	36	excavation	excavation	NOUN
ajst-1297	76	37	plan	plan	NOUN
ajst-1297	76	38	,	,	PUNCT
ajst-1297	76	39	and	and	CCONJ
ajst-1297	76	40	it	it	PRON
ajst-1297	76	41	is	be	AUX
ajst-1297	76	42	difficult	difficult	ADJ
ajst-1297	76	43	to	to	PART
ajst-1297	76	44	use	use	VERB
ajst-1297	76	45	waistline	waistline	NOUN
ajst-1297	76	46	to	to	PART
ajst-1297	76	47	generate	generate	VERB
ajst-1297	76	48	roadway	roadway	NOUN
ajst-1297	76	49	entities	entity	NOUN
ajst-1297	76	50	in	in	ADP
ajst-1297	76	51	actual	actual	ADJ
ajst-1297	76	52	operation	operation	NOUN
ajst-1297	76	53	.	.	PUNCT
ajst-1297	77	1	the	the	DET
ajst-1297	77	2	accuracy	accuracy	NOUN
ajst-1297	77	3	of	of	ADP
ajst-1297	77	4	the	the	DET
ajst-1297	77	5	roadway	roadway	NOUN
ajst-1297	77	6	is	be	AUX
ajst-1297	77	7	difficult	difficult	ADJ
ajst-1297	77	8	to	to	PART
ajst-1297	77	9	guarantee	guarantee	VERB
ajst-1297	77	10	.	.	PUNCT
ajst-1297	78	1	in	in	ADP
ajst-1297	78	2	the	the	DET
ajst-1297	78	3	course	course	NOUN
ajst-1297	78	4	of	of	ADP
ajst-1297	78	5	using	use	VERB
ajst-1297	78	6	3d	3d	NUM
ajst-1297	78	7	visualization	visualization	NOUN
ajst-1297	78	8	technology	technology	NOUN
ajst-1297	78	9	,	,	PUNCT
ajst-1297	78	10	it	it	PRON
ajst-1297	78	11	is	be	AUX
ajst-1297	78	12	extremely	extremely	ADV
ajst-1297	78	13	vital	vital	ADJ
ajst-1297	78	14	to	to	PART
ajst-1297	78	15	select	select	VERB
ajst-1297	78	16	the	the	DET
ajst-1297	78	17	data	data	NOUN
ajst-1297	78	18	structure	structure	NOUN
ajst-1297	78	19	,	,	PUNCT
ajst-1297	78	20	which	which	PRON
ajst-1297	78	21	requires	require	VERB
ajst-1297	78	22	us	we	PRON
ajst-1297	78	23	to	to	PART
ajst-1297	78	24	intuitively	intuitively	ADV
ajst-1297	78	25	and	and	CCONJ
ajst-1297	78	26	vividly	vividly	ADV
ajst-1297	78	27	display	display	VERB
ajst-1297	78	28	the	the	DET
ajst-1297	78	29	ore	ore	NOUN
ajst-1297	78	30	body	body	NOUN
ajst-1297	78	31	space	space	NOUN
ajst-1297	78	32	and	and	CCONJ
ajst-1297	78	33	surface	surface	NOUN
ajst-1297	78	34	structure	structure	NOUN
ajst-1297	78	35	to	to	PART
ajst-1297	78	36	be	be	AUX
ajst-1297	78	37	described	describe	VERB
ajst-1297	78	38	under	under	ADP
ajst-1297	78	39	the	the	DET
ajst-1297	78	40	apply	apply	NOUN
ajst-1297	78	41	of	of	ADP
ajst-1297	78	42	various	various	ADJ
ajst-1297	78	43	logical	logical	ADJ
ajst-1297	78	44	relationships	relationship	NOUN
ajst-1297	78	45	and	and	CCONJ
ajst-1297	78	46	corresponding	correspond	VERB
ajst-1297	78	47	spatial	spatial	ADJ
ajst-1297	78	48	relationships	relationship	NOUN
ajst-1297	78	49	.	.	PUNCT
ajst-1297	79	1	in	in	ADP
ajst-1297	79	2	this	this	DET
ajst-1297	79	3	way	way	NOUN
ajst-1297	79	4	,	,	PUNCT
ajst-1297	79	5	in	in	ADP
ajst-1297	79	6	the	the	DET
ajst-1297	79	7	course	course	NOUN
ajst-1297	79	8	of	of	ADP
ajst-1297	79	9	data	datum	NOUN
ajst-1297	79	10	structure	structure	NOUN
ajst-1297	79	11	selection	selection	NOUN
ajst-1297	79	12	,	,	PUNCT
ajst-1297	79	13	we	we	PRON
ajst-1297	79	14	must	must	AUX
ajst-1297	79	15	fit	fit	VERB
ajst-1297	79	16	the	the	DET
ajst-1297	79	17	real	real	ADJ
ajst-1297	79	18	data	datum	NOUN
ajst-1297	79	19	,	,	PUNCT
ajst-1297	79	20	so	so	SCONJ
ajst-1297	79	21	that	that	SCONJ
ajst-1297	79	22	the	the	DET
ajst-1297	79	23	relationship	relationship	NOUN
ajst-1297	79	24	between	between	ADP
ajst-1297	79	25	divers	diver	NOUN
ajst-1297	79	26	types	type	NOUN
ajst-1297	79	27	of	of	ADP
ajst-1297	79	28	data	datum	NOUN
ajst-1297	79	29	can	can	AUX
ajst-1297	79	30	be	be	AUX
ajst-1297	79	31	fully	fully	ADV
ajst-1297	79	32	expressed	express	VERB
ajst-1297	79	33	.	.	PUNCT
ajst-1297	80	1	3.2	3.2	NUM
ajst-1297	80	2	.	.	PUNCT
ajst-1297	81	1	further	further	ADJ
ajst-1297	81	2	study	study	NOUN
ajst-1297	81	3	and	and	CCONJ
ajst-1297	81	4	analysis	analysis	NOUN
ajst-1297	81	5	of	of	ADP
ajst-1297	81	6	3d	3d	NOUN
ajst-1297	81	7	mining	mining	NOUN
ajst-1297	81	8	technology	technology	NOUN
ajst-1297	81	9	the	the	DET
ajst-1297	81	10	allocation	allocation	NOUN
ajst-1297	81	11	and	and	CCONJ
ajst-1297	81	12	release	release	NOUN
ajst-1297	81	13	mechanism	mechanism	NOUN
ajst-1297	81	14	of	of	ADP
ajst-1297	81	15	data	datum	NOUN
ajst-1297	81	16	in	in	ADP
ajst-1297	81	17	memory	memory	NOUN
ajst-1297	81	18	resources	resource	NOUN
ajst-1297	81	19	.	.	PUNCT
ajst-1297	82	1	modeling	modeling	NOUN
ajst-1297	82	2	data	datum	NOUN
ajst-1297	82	3	is	be	AUX
ajst-1297	82	4	mainly	mainly	ADV
ajst-1297	82	5	stored	store	VERB
ajst-1297	82	6	in	in	ADP
ajst-1297	82	7	two	two	NUM
ajst-1297	82	8	types	type	NOUN
ajst-1297	82	9	of	of	ADP
ajst-1297	82	10	buffers	buffer	NOUN
ajst-1297	82	11	:	:	PUNCT
ajst-1297	82	12	stack	stack	VERB
ajst-1297	82	13	memory	memory	NOUN
ajst-1297	82	14	and	and	CCONJ
ajst-1297	82	15	heap	heap	NOUN
ajst-1297	82	16	memory	memory	NOUN
ajst-1297	82	17	.	.	PUNCT
ajst-1297	83	1	the	the	DET
ajst-1297	83	2	memory	memory	NOUN
ajst-1297	83	3	allocation	allocation	NOUN
ajst-1297	83	4	of	of	ADP
ajst-1297	83	5	the	the	DET
ajst-1297	83	6	stack	stack	NOUN
ajst-1297	83	7	storage	storage	NOUN
ajst-1297	83	8	area	area	NOUN
ajst-1297	83	9	is	be	AUX
ajst-1297	83	10	carried	carry	VERB
ajst-1297	83	11	out	out	ADP
ajst-1297	83	12	at	at	ADP
ajst-1297	83	13	compile	compile	NOUN
ajst-1297	83	14	time	time	NOUN
ajst-1297	83	15	and	and	CCONJ
ajst-1297	83	16	is	be	AUX
ajst-1297	83	17	managed	manage	VERB
ajst-1297	83	18	by	by	ADP
ajst-1297	83	19	the	the	DET
ajst-1297	83	20	underlying	underlie	VERB
ajst-1297	83	21	stack	stack	NOUN
ajst-1297	83	22	gister	gister	NOUN
ajst-1297	83	23	.	.	PUNCT
ajst-1297	84	1	the	the	DET
ajst-1297	84	2	stack	stack	NOUN
ajst-1297	84	3	gister	gister	NOUN
ajst-1297	84	4	moves	move	VERB
ajst-1297	84	5	down	down	ADP
ajst-1297	84	6	to	to	PART
ajst-1297	84	7	allocate	allocate	VERB
ajst-1297	84	8	memory	memory	NOUN
ajst-1297	84	9	and	and	CCONJ
ajst-1297	84	10	moves	move	VERB
ajst-1297	84	11	up	up	ADP
ajst-1297	84	12	to	to	PART
ajst-1297	84	13	release	release	VERB
ajst-1297	84	14	memory	memory	NOUN
ajst-1297	84	15	.	.	PUNCT
ajst-1297	85	1	the	the	DET
ajst-1297	85	2	allocation	allocation	NOUN
ajst-1297	85	3	operation	operation	NOUN
ajst-1297	85	4	is	be	AUX
ajst-1297	85	5	built	build	VERB
ajst-1297	85	6	into	into	ADP
ajst-1297	85	7	the	the	DET
ajst-1297	85	8	courseor	courseor	NOUN
ajst-1297	85	9	instruction	instruction	NOUN
ajst-1297	85	10	set	set	NOUN
ajst-1297	85	11	,	,	PUNCT
ajst-1297	85	12	which	which	PRON
ajst-1297	85	13	is	be	AUX
ajst-1297	85	14	efficient	efficient	ADJ
ajst-1297	85	15	but	but	CCONJ
ajst-1297	85	16	has	have	VERB
ajst-1297	85	17	limited	limit	VERB
ajst-1297	85	18	allocation	allocation	NOUN
ajst-1297	85	19	capacity	capacity	NOUN
ajst-1297	85	20	.	.	PUNCT
ajst-1297	86	1	the	the	DET
ajst-1297	86	2	allocation	allocation	NOUN
ajst-1297	86	3	and	and	CCONJ
ajst-1297	86	4	release	release	NOUN
ajst-1297	86	5	of	of	ADP
ajst-1297	86	6	memory	memory	NOUN
ajst-1297	86	7	are	be	AUX
ajst-1297	86	8	performed	perform	VERB
ajst-1297	86	9	automatically	automatically	ADV
ajst-1297	86	10	by	by	ADP
ajst-1297	86	11	the	the	DET
ajst-1297	86	12	systemic	systemic	NOUN
ajst-1297	86	13	.	.	PUNCT
ajst-1297	87	1	the	the	DET
ajst-1297	87	2	essence	essence	NOUN
ajst-1297	87	3	of	of	ADP
ajst-1297	87	4	the	the	DET
ajst-1297	87	5	3d	3d	PROPN
ajst-1297	87	6	visualization	visualization	NOUN
ajst-1297	87	7	virtual	virtual	ADJ
ajst-1297	87	8	laboratory	laboratory	NOUN
ajst-1297	87	9	of	of	ADP
ajst-1297	87	10	mining	mining	NOUN
ajst-1297	87	11	engineering	engineering	NOUN
ajst-1297	87	12	is	be	AUX
ajst-1297	87	13	to	to	PART
ajst-1297	87	14	establish	establish	VERB
ajst-1297	87	15	a	a	DET
ajst-1297	87	16	digital	digital	ADJ
ajst-1297	87	17	mining	mining	NOUN
ajst-1297	87	18	model	model	NOUN
ajst-1297	87	19	based	base	VERB
ajst-1297	87	20	on	on	ADP
ajst-1297	87	21	3d	3d	NUM
ajst-1297	87	22	visualization	visualization	NOUN
ajst-1297	87	23	technology	technology	NOUN
ajst-1297	87	24	.	.	PUNCT
ajst-1297	88	1	figure	figure	NOUN
ajst-1297	88	2	2	2	NUM
ajst-1297	88	3	.	.	X
ajst-1297	88	4	three	three	NUM
ajst-1297	88	5	-	-	PUNCT
ajst-1297	88	6	dimensional	dimensional	ADJ
ajst-1297	88	7	mining	mining	NOUN
ajst-1297	88	8	technical	technical	ADJ
ajst-1297	88	9	data	datum	NOUN
ajst-1297	88	10	analysis	analysis	NOUN
ajst-1297	88	11	chart	chart	NOUN
ajst-1297	88	12	it	it	PRON
ajst-1297	88	13	is	be	AUX
ajst-1297	88	14	a	a	DET
ajst-1297	88	15	brand	brand	NOUN
ajst-1297	88	16	-	-	PUNCT
ajst-1297	88	17	new	new	ADJ
ajst-1297	88	18	experimental	experimental	ADJ
ajst-1297	88	19	method	method	NOUN
ajst-1297	88	20	.	.	PUNCT
ajst-1297	89	1	the	the	DET
ajst-1297	89	2	experimental	experimental	ADJ
ajst-1297	89	3	content	content	NOUN
ajst-1297	89	4	is	be	AUX
ajst-1297	89	5	not	not	PART
ajst-1297	89	6	limited	limit	VERB
ajst-1297	89	7	by	by	ADP
ajst-1297	89	8	laboratory	laboratory	NOUN
ajst-1297	89	9	equipment	equipment	NOUN
ajst-1297	89	10	and	and	CCONJ
ajst-1297	89	11	experimental	experimental	ADJ
ajst-1297	89	12	materials	material	NOUN
ajst-1297	89	13	.	.	PUNCT
ajst-1297	90	1	it	it	PRON
ajst-1297	90	2	can	can	AUX
ajst-1297	90	3	be	be	AUX
ajst-1297	90	4	easily	easily	ADV
ajst-1297	90	5	updated	update	VERB
ajst-1297	90	6	and	and	CCONJ
ajst-1297	90	7	increased	increase	VERB
ajst-1297	90	8	to	to	PART
ajst-1297	90	9	solve	solve	VERB
ajst-1297	90	10	the	the	DET
ajst-1297	90	11	problem	problem	NOUN
ajst-1297	90	12	of	of	ADP
ajst-1297	90	13	insufficient	insufficient	ADJ
ajst-1297	90	14	experimental	experimental	ADJ
ajst-1297	90	15	funds	fund	NOUN
ajst-1297	90	16	.	.	PUNCT
ajst-1297	91	1	once	once	ADV
ajst-1297	91	2	the	the	DET
ajst-1297	91	3	prospecting	prospect	VERB
ajst-1297	91	4	method	method	NOUN
ajst-1297	91	5	is	be	AUX
ajst-1297	91	6	selected	select	VERB
ajst-1297	91	7	,	,	PUNCT
ajst-1297	91	8	it	it	PRON
ajst-1297	91	9	will	will	AUX
ajst-1297	91	10	be	be	AUX
ajst-1297	91	11	directly	directly	ADV
ajst-1297	91	12	applied	apply	VERB
ajst-1297	91	13	to	to	ADP
ajst-1297	91	14	the	the	DET
ajst-1297	91	15	actual	actual	ADJ
ajst-1297	91	16	prospecting	prospecting	ADJ
ajst-1297	91	17	operation	operation	NOUN
ajst-1297	91	18	.	.	PUNCT
ajst-1297	92	1	to	to	ADP
ajst-1297	92	2	this	this	DET
ajst-1297	92	3	end	end	NOUN
ajst-1297	92	4	,	,	PUNCT
ajst-1297	92	5	the	the	DET
ajst-1297	92	6	prospecting	prospect	VERB
ajst-1297	92	7	team	team	NOUN
ajst-1297	92	8	needs	need	VERB
ajst-1297	92	9	to	to	PART
ajst-1297	92	10	choose	choose	VERB
ajst-1297	92	11	the	the	DET
ajst-1297	92	12	prospecting	prospecting	ADJ
ajst-1297	92	13	method	method	NOUN
ajst-1297	92	14	scientifically	scientifically	ADV
ajst-1297	92	15	and	and	CCONJ
ajst-1297	92	16	reasonably	reasonably	ADV
ajst-1297	92	17	,	,	PUNCT
ajst-1297	92	18	so	so	SCONJ
ajst-1297	92	19	as	as	SCONJ
ajst-1297	92	20	to	to	PART
ajst-1297	92	21	ensure	ensure	VERB
ajst-1297	92	22	the	the	DET
ajst-1297	92	23	safety	safety	NOUN
ajst-1297	92	24	and	and	CCONJ
ajst-1297	92	25	efficiency	efficiency	NOUN
ajst-1297	92	26	of	of	ADP
ajst-1297	92	27	the	the	DET
ajst-1297	92	28	prospecting	prospect	VERB
ajst-1297	92	29	operation	operation	NOUN
ajst-1297	92	30	.	.	PUNCT
ajst-1297	93	1	the	the	DET
ajst-1297	93	2	specific	specific	ADJ
ajst-1297	93	3	selection	selection	NOUN
ajst-1297	93	4	measures	measure	NOUN
ajst-1297	93	5	can	can	AUX
ajst-1297	93	6	be	be	AUX
ajst-1297	93	7	divided	divide	VERB
ajst-1297	93	8	into	into	ADP
ajst-1297	93	9	the	the	DET
ajst-1297	93	10	following	follow	VERB
ajst-1297	93	11	aspects	aspect	NOUN
ajst-1297	93	12	:	:	PUNCT
ajst-1297	93	13	first	first	ADV
ajst-1297	93	14	,	,	PUNCT
ajst-1297	93	15	before	before	ADP
ajst-1297	93	16	the	the	DET
ajst-1297	93	17	prospecting	prospect	VERB
ajst-1297	93	18	operation	operation	NOUN
ajst-1297	93	19	,	,	PUNCT
ajst-1297	93	20	the	the	DET
ajst-1297	93	21	prospecting	prospect	VERB
ajst-1297	93	22	team	team	NOUN
ajst-1297	93	23	should	should	AUX
ajst-1297	93	24	strengthen	strengthen	VERB
ajst-1297	93	25	the	the	DET
ajst-1297	93	26	investigation	investigation	NOUN
ajst-1297	93	27	of	of	ADP
ajst-1297	93	28	the	the	DET
ajst-1297	93	29	geological	geological	ADJ
ajst-1297	93	30	exploration	exploration	NOUN
ajst-1297	93	31	of	of	ADP
ajst-1297	93	32	the	the	DET
ajst-1297	93	33	tungsten	tungsten	ADJ
ajst-1297	93	34	ore	ore	NOUN
ajst-1297	93	35	,	,	PUNCT
ajst-1297	93	36	and	and	CCONJ
ajst-1297	93	37	comprehensively	comprehensively	ADV
ajst-1297	93	38	analyze	analyze	VERB
ajst-1297	93	39	the	the	DET
ajst-1297	93	40	basic	basic	ADJ
ajst-1297	93	41	message	message	NOUN
ajst-1297	93	42	such	such	ADJ
ajst-1297	93	43	as	as	ADP
ajst-1297	93	44	the	the	DET
ajst-1297	93	45	geological	geological	ADJ
ajst-1297	93	46	structure	structure	NOUN
ajst-1297	93	47	message	message	NOUN
ajst-1297	93	48	,	,	PUNCT
ajst-1297	93	49	stratigraphic	stratigraphic	ADJ
ajst-1297	93	50	structure	structure	NOUN
ajst-1297	93	51	message	message	NOUN
ajst-1297	93	52	,	,	PUNCT
ajst-1297	93	53	and	and	CCONJ
ajst-1297	93	54	even	even	ADV
ajst-1297	93	55	hydrological	hydrological	ADJ
ajst-1297	93	56	message	message	NOUN
ajst-1297	93	57	of	of	ADP
ajst-1297	93	58	the	the	DET
ajst-1297	93	59	mining	mining	NOUN
ajst-1297	93	60	area	area	NOUN
ajst-1297	93	61	.	.	PUNCT
ajst-1297	94	1	study	study	VERB
ajst-1297	94	2	and	and	CCONJ
ajst-1297	94	3	ensure	ensure	VERB
ajst-1297	94	4	the	the	DET
ajst-1297	94	5	accuracy	accuracy	NOUN
ajst-1297	94	6	and	and	CCONJ
ajst-1297	94	7	completeness	completeness	NOUN
ajst-1297	94	8	of	of	ADP
ajst-1297	94	9	the	the	DET
ajst-1297	94	10	detection	detection	NOUN
ajst-1297	94	11	message	message	NOUN
ajst-1297	94	12	.	.	PUNCT
ajst-1297	95	1	the	the	DET
ajst-1297	95	2	3d	3d	PROPN
ajst-1297	95	3	visualization	visualization	NOUN
ajst-1297	95	4	modeling	modeling	NOUN
ajst-1297	95	5	course	course	NOUN
ajst-1297	95	6	of	of	ADP
ajst-1297	95	7	mining	mining	NOUN
ajst-1297	95	8	engineering	engineering	NOUN
ajst-1297	95	9	is	be	AUX
ajst-1297	95	10	usually	usually	ADV
ajst-1297	95	11	based	base	VERB
ajst-1297	95	12	on	on	ADP
ajst-1297	95	13	complicated	complicated	ADJ
ajst-1297	95	14	and	and	CCONJ
ajst-1297	95	15	irregular	irregular	ADJ
ajst-1297	95	16	objects	object	NOUN
ajst-1297	95	17	.	.	PUNCT
ajst-1297	96	1	because	because	SCONJ
ajst-1297	96	2	the	the	DET
ajst-1297	96	3	geological	geological	ADJ
ajst-1297	96	4	body	body	NOUN
ajst-1297	96	5	has	have	VERB
ajst-1297	96	6	a	a	DET
ajst-1297	96	7	variety	variety	NOUN
ajst-1297	96	8	of	of	ADP
ajst-1297	96	9	shapes	shape	NOUN
ajst-1297	96	10	,	,	PUNCT
ajst-1297	96	11	changes	change	NOUN
ajst-1297	96	12	will	will	AUX
ajst-1297	96	13	also	also	ADV
ajst-1297	96	14	occur	occur	VERB
ajst-1297	96	15	over	over	ADP
ajst-1297	96	16	time	time	NOUN
ajst-1297	96	17	.	.	PUNCT
ajst-1297	97	1	therefore	therefore	ADV
ajst-1297	97	2	,	,	PUNCT
ajst-1297	97	3	the	the	DET
ajst-1297	97	4	exploration	exploration	NOUN
ajst-1297	97	5	space	space	NOUN
ajst-1297	97	6	simulation	simulation	NOUN
ajst-1297	97	7	has	have	VERB
ajst-1297	97	8	a	a	DET
ajst-1297	97	9	large	large	ADJ
ajst-1297	97	10	range	range	NOUN
ajst-1297	97	11	.	.	PUNCT
ajst-1297	98	1	to	to	PART
ajst-1297	98	2	describe	describe	VERB
ajst-1297	98	3	the	the	DET
ajst-1297	98	4	relevant	relevant	ADJ
ajst-1297	98	5	features	feature	NOUN
ajst-1297	98	6	,	,	PUNCT
ajst-1297	98	7	it	it	PRON
ajst-1297	98	8	must	must	AUX
ajst-1297	98	9	be	be	AUX
ajst-1297	98	10	fully	fully	ADV
ajst-1297	98	11	explored	explore	VERB
ajst-1297	98	12	and	and	CCONJ
ajst-1297	98	13	measured	measure	VERB
ajst-1297	98	14	.	.	PUNCT
ajst-1297	99	1	4	4	X
ajst-1297	99	2	.	.	X
ajst-1297	99	3	conclusions	conclusion	NOUN
ajst-1297	99	4	various	various	ADJ
ajst-1297	99	5	ml	ml	X
ajst-1297	99	6	skill	skill	NOUN
ajst-1297	99	7	represented	represent	VERB
ajst-1297	99	8	by	by	ADP
ajst-1297	99	9	deep	deep	ADJ
ajst-1297	99	10	learning	learning	NOUN
ajst-1297	99	11	have	have	AUX
ajst-1297	99	12	achieved	achieve	VERB
ajst-1297	99	13	world	world	NOUN
ajst-1297	99	14	-	-	PUNCT
ajst-1297	99	15	renowned	renowned	ADJ
ajst-1297	99	16	success	success	NOUN
ajst-1297	99	17	.	.	PUNCT
ajst-1297	100	1	the	the	DET
ajst-1297	100	2	act	act	NOUN
ajst-1297	100	3	of	of	ADP
ajst-1297	100	4	machines	machine	NOUN
ajst-1297	100	5	and	and	CCONJ
ajst-1297	100	6	humans	human	NOUN
ajst-1297	100	7	on	on	ADP
ajst-1297	100	8	many	many	ADJ
ajst-1297	100	9	complicated	complicated	ADJ
ajst-1297	100	10	cognitive	cognitive	ADJ
ajst-1297	100	11	tasks	task	NOUN
ajst-1297	100	12	is	be	AUX
ajst-1297	100	13	already	already	ADV
ajst-1297	100	14	on	on	ADP
ajst-1297	100	15	a	a	DET
ajst-1297	100	16	par	par	NOUN
ajst-1297	100	17	.	.	PUNCT
ajst-1297	101	1	however	however	ADV
ajst-1297	101	2	,	,	PUNCT
ajst-1297	101	3	study	study	VERB
ajst-1297	101	4	in	in	ADP
ajst-1297	101	5	interpret	interpret	NOUN
ajst-1297	101	6	why	why	SCONJ
ajst-1297	101	7	and	and	CCONJ
ajst-1297	101	8	how	how	SCONJ
ajst-1297	101	9	the	the	DET
ajst-1297	101	10	model	model	NOUN
ajst-1297	101	11	works	work	VERB
ajst-1297	101	12	is	be	AUX
ajst-1297	101	13	still	still	ADV
ajst-1297	101	14	very	very	ADV
ajst-1297	101	15	rudimentary	rudimentary	ADJ
ajst-1297	101	16	.	.	PUNCT
ajst-1297	102	1	progressive	progressive	ADJ
ajst-1297	102	2	visual	visual	ADJ
ajst-1297	102	3	analytics	analytic	NOUN
ajst-1297	102	4	for	for	ADP
ajst-1297	102	5	deep	deep	ADJ
ajst-1297	102	6	learning	learning	NOUN
ajst-1297	102	7	.	.	PUNCT
ajst-1297	103	1	most	most	ADJ
ajst-1297	103	2	existing	exist	VERB
ajst-1297	103	3	definable	definable	ADJ
ajst-1297	103	4	deep	deep	ADJ
ajst-1297	103	5	learning	learning	NOUN
ajst-1297	103	6	way	way	NOUN
ajst-1297	103	7	mainly	mainly	ADV
ajst-1297	103	8	focus	focus	VERB
ajst-1297	103	9	on	on	ADP
ajst-1297	103	10	forgive	forgive	NOUN
ajst-1297	103	11	and	and	CCONJ
ajst-1297	103	12	msa	msa	PROPN
ajst-1297	103	13	model	model	NOUN
ajst-1297	103	14	foretell	foretell	PROPN
ajst-1297	103	15	after	after	SCONJ
ajst-1297	103	16	model	model	NOUN
ajst-1297	103	17	cultivate	cultivate	NOUN
ajst-1297	103	18	is	be	AUX
ajst-1297	103	19	accomplish	accomplish	ADJ
ajst-1297	103	20	,	,	PUNCT
ajst-1297	103	21	but	but	CCONJ
ajst-1297	103	22	since	since	SCONJ
ajst-1297	103	23	the	the	DET
ajst-1297	103	24	cultivate	cultivate	NOUN
ajst-1297	103	25	of	of	ADP
ajst-1297	103	26	many	many	ADJ
ajst-1297	103	27	deep	deep	ADJ
ajst-1297	103	28	learning	learning	NOUN
ajst-1297	103	29	models	model	NOUN
ajst-1297	103	30	is	be	AUX
ajst-1297	103	31	very	very	ADV
ajst-1297	103	32	time	time	NOUN
ajst-1297	103	33	-	-	PUNCT
ajst-1297	103	34	intense	intense	ADJ
ajst-1297	103	35	,	,	PUNCT
ajst-1297	103	36	there	there	PRON
ajst-1297	103	37	is	be	VERB
ajst-1297	103	38	an	an	DET
ajst-1297	103	39	urgent	urgent	ADJ
ajst-1297	103	40	need	need	NOUN
ajst-1297	103	41	to	to	PART
ajst-1297	103	42	use	use	VERB
ajst-1297	103	43	progressive	progressive	ADJ
ajst-1297	103	44	visual	visual	ADJ
ajst-1297	103	45	analysis	analysis	NOUN
ajst-1297	103	46	techniques	technique	NOUN
ajst-1297	103	47	to	to	PART
ajst-1297	103	48	ensure	ensure	VERB
ajst-1297	103	49	model	model	NOUN
ajst-1297	103	50	in	in	ADP
ajst-1297	103	51	the	the	DET
ajst-1297	103	52	case	case	NOUN
ajst-1297	103	53	of	of	ADP
ajst-1297	103	54	accuracy	accuracy	NOUN
ajst-1297	103	55	,	,	PUNCT
ajst-1297	103	56	visual	visual	ADJ
ajst-1297	103	57	analysis	analysis	NOUN
ajst-1297	103	58	is	be	AUX
ajst-1297	103	59	performed	perform	VERB
ajst-1297	103	60	synchronously	synchronously	ADV
ajst-1297	103	61	to	to	PART
ajst-1297	103	62	ensure	ensure	VERB
ajst-1297	103	63	the	the	DET
ajst-1297	103	64	explainability	explainability	NOUN
ajst-1297	103	65	of	of	ADP
ajst-1297	103	66	the	the	DET
ajst-1297	103	67	model	model	NOUN
ajst-1297	103	68	.	.	PUNCT
ajst-1297	104	1	deep	deep	ADJ
ajst-1297	104	2	learning	learning	NOUN
ajst-1297	104	3	has	have	AUX
ajst-1297	104	4	shown	show	VERB
ajst-1297	104	5	many	many	ADJ
ajst-1297	104	6	excellent	excellent	ADJ
ajst-1297	104	7	acts	act	NOUN
ajst-1297	104	8	in	in	ADP
ajst-1297	104	9	picture	picture	NOUN
ajst-1297	104	10	,	,	PUNCT
ajst-1297	104	11	video	video	NOUN
ajst-1297	104	12	,	,	PUNCT
ajst-1297	104	13	speech	speech	NOUN
ajst-1297	104	14	,	,	PUNCT
ajst-1297	104	15	text	text	NOUN
ajst-1297	104	16	and	and	CCONJ
ajst-1297	104	17	big	big	ADJ
ajst-1297	104	18	data	datum	NOUN
ajst-1297	104	19	courseing	course	VERB
ajst-1297	104	20	,	,	PUNCT
ajst-1297	104	21	but	but	CCONJ
ajst-1297	104	22	there	there	PRON
ajst-1297	104	23	are	be	VERB
ajst-1297	104	24	still	still	ADV
ajst-1297	104	25	many	many	ADJ
ajst-1297	104	26	question	question	NOUN
ajst-1297	104	27	that	that	PRON
ajst-1297	104	28	affect	affect	VERB
ajst-1297	104	29	its	its	PRON
ajst-1297	104	30	actual	actual	ADJ
ajst-1297	104	31	apply	apply	NOUN
ajst-1297	104	32	.	.	PUNCT
ajst-1297	105	1	the	the	DET
ajst-1297	105	2	apply	apply	NOUN
ajst-1297	105	3	of	of	ADP
ajst-1297	105	4	3d	3d	NUM
ajst-1297	105	5	visualization	visualization	NOUN
ajst-1297	105	6	technology	technology	NOUN
ajst-1297	105	7	in	in	ADP
ajst-1297	105	8	mining	mining	NOUN
ajst-1297	105	9	engineering	engineering	NOUN
ajst-1297	105	10	can	can	AUX
ajst-1297	105	11	comprehensively	comprehensively	ADV
ajst-1297	105	12	perform	perform	VERB
ajst-1297	105	13	3d	3d	NUM
ajst-1297	105	14	cultivate	cultivate	NOUN
ajst-1297	105	15	on	on	ADP
ajst-1297	105	16	geological	geological	ADJ
ajst-1297	105	17	bodies	body	NOUN
ajst-1297	105	18	and	and	CCONJ
ajst-1297	105	19	mining	mining	NOUN
ajst-1297	105	20	engineering	engineering	NOUN
ajst-1297	105	21	.	.	PUNCT
ajst-1297	106	1	currently	currently	ADV
ajst-1297	106	2	,	,	PUNCT
ajst-1297	106	3	the	the	DET
ajst-1297	106	4	asynchronous	asynchronous	ADJ
ajst-1297	106	5	sgd	sgd	PROPN
ajst-1297	106	6	lru	lru	PROPN
ajst-1297	106	7	is	be	AUX
ajst-1297	106	8	used	use	VERB
ajst-1297	106	9	to	to	PART
ajst-1297	106	10	improve	improve	VERB
ajst-1297	106	11	the	the	DET
ajst-1297	106	12	cultivate	cultivate	NOUN
ajst-1297	106	13	speed	speed	NOUN
ajst-1297	106	14	of	of	ADP
ajst-1297	106	15	the	the	DET
ajst-1297	106	16	model	model	NOUN
ajst-1297	106	17	,	,	PUNCT
ajst-1297	106	18	and	and	CCONJ
ajst-1297	106	19	the	the	DET
ajst-1297	106	20	cultivate	cultivate	NOUN
ajst-1297	106	21	speed	speed	NOUN
ajst-1297	106	22	can	can	AUX
ajst-1297	106	23	be	be	AUX
ajst-1297	106	24	improved	improve	VERB
ajst-1297	106	25	by	by	ADP
ajst-1297	106	26	using	use	VERB
ajst-1297	106	27	multiple	multiple	ADJ
ajst-1297	106	28	cpus	cpu	NOUN
ajst-1297	106	29	and	and	CCONJ
ajst-1297	106	30	gpus	gpu	NOUN
ajst-1297	106	31	.	.	PUNCT
ajst-1297	107	1	to	to	PART
ajst-1297	107	2	meet	meet	VERB
ajst-1297	107	3	the	the	DET
ajst-1297	107	4	requirements	requirement	NOUN
ajst-1297	107	5	,	,	PUNCT
ajst-1297	107	6	the	the	DET
ajst-1297	107	7	study	study	NOUN
ajst-1297	107	8	on	on	ADP
ajst-1297	107	9	optimizing	optimize	VERB
ajst-1297	107	10	the	the	DET
ajst-1297	107	11	cultivate	cultivate	NOUN
ajst-1297	107	12	lru	lru	PROPN
ajst-1297	107	13	still	still	ADV
ajst-1297	107	14	has	have	VERB
ajst-1297	107	15	great	great	ADJ
ajst-1297	107	16	use	use	NOUN
ajst-1297	107	17	worth	worth	ADJ
ajst-1297	107	18	.	.	PUNCT
ajst-1297	108	1	the	the	DET
ajst-1297	108	2	message	message	NOUN
ajst-1297	108	3	is	be	AUX
ajst-1297	108	4	analyzed	analyze	VERB
ajst-1297	108	5	and	and	CCONJ
ajst-1297	108	6	displayed	display	VERB
ajst-1297	108	7	,	,	PUNCT
ajst-1297	108	8	which	which	PRON
ajst-1297	108	9	is	be	AUX
ajst-1297	108	10	conducive	conducive	ADJ
ajst-1297	108	11	to	to	ADP
ajst-1297	108	12	the	the	DET
ajst-1297	108	13	simplification	simplification	NOUN
ajst-1297	108	14	of	of	ADP
ajst-1297	108	15	the	the	DET
ajst-1297	108	16	mining	mining	NOUN
ajst-1297	108	17	course	course	NOUN
ajst-1297	108	18	and	and	CCONJ
ajst-1297	108	19	provides	provide	VERB
ajst-1297	108	20	the	the	DET
ajst-1297	108	21	guarantee	guarantee	NOUN
ajst-1297	108	22	of	of	ADP
ajst-1297	108	23	safe	safe	ADJ
ajst-1297	108	24	construction	construction	NOUN
ajst-1297	108	25	for	for	ADP
ajst-1297	108	26	the	the	DET
ajst-1297	108	27	mining	mining	NOUN
ajst-1297	108	28	project	project	NOUN
ajst-1297	108	29	.	.	PUNCT
ajst-1297	109	1	acknowledgment	acknowledgment	NOUN
ajst-1297	109	2	this	this	DET
ajst-1297	109	3	research	research	NOUN
ajst-1297	109	4	is	be	AUX
ajst-1297	109	5	funded	fund	VERB
ajst-1297	109	6	by	by	ADP
ajst-1297	109	7	the	the	DET
ajst-1297	109	8	innovation	innovation	NOUN
ajst-1297	109	9	and	and	CCONJ
ajst-1297	109	10	entrepreneurship	entrepreneurship	NOUN
ajst-1297	109	11	training	training	NOUN
ajst-1297	109	12	program	program	NOUN
ajst-1297	109	13	of	of	ADP
ajst-1297	109	14	huangshan	huangshan	PROPN
ajst-1297	109	15	university	university	PROPN
ajst-1297	109	16	(	(	PUNCT
ajst-1297	109	17	no	no	INTJ
ajst-1297	109	18	.	.	NOUN
ajst-1297	109	19	202110375007	202110375007	NUM
ajst-1297	109	20	)	)	PUNCT
ajst-1297	109	21	.	.	PUNCT
ajst-1297	110	1	references	reference	NOUN
ajst-1297	110	2	[	[	X
ajst-1297	110	3	1	1	NUM
ajst-1297	110	4	]	]	PUNCT
ajst-1297	110	5	jürgen	jürgen	PROPN
ajst-1297	110	6	schmidhuber	schmidhuber	PROPN
ajst-1297	110	7	.	.	PUNCT
ajst-1297	111	1	deep	deep	ADJ
ajst-1297	111	2	learning	learning	NOUN
ajst-1297	111	3	in	in	ADP
ajst-1297	111	4	neural	neural	ADJ
ajst-1297	111	5	networks[j	networks[j	PROPN
ajst-1297	111	6	]	]	X
ajst-1297	111	7	.	.	PUNCT
ajst-1297	112	1	neural	neural	ADJ
ajst-1297	112	2	netw	netw	NOUN
ajst-1297	112	3	,	,	PUNCT
ajst-1297	112	4	vol.42(2015)no.13,p.42	vol.42(2015)no.13,p.42	NOUN
ajst-1297	112	5	-	-	SYM
ajst-1297	112	6	62	62	NUM
ajst-1297	112	7	.	.	PUNCT
ajst-1297	113	1	[	[	X
ajst-1297	113	2	2	2	NUM
ajst-1297	113	3	]	]	PUNCT
ajst-1297	113	4	litjens	litjen	NOUN
ajst-1297	113	5	g	g	PROPN
ajst-1297	113	6	,	,	PUNCT
ajst-1297	113	7	kooi	kooi	PROPN
ajst-1297	113	8	t	t	PROPN
ajst-1297	113	9	,	,	PUNCT
ajst-1297	113	10	bejnordi	bejnordi	PROPN
ajst-1297	113	11	b	b	PROPN
ajst-1297	114	1	e	e	PROPN
ajst-1297	114	2	,	,	PUNCT
ajst-1297	114	3	et	et	PROPN
ajst-1297	114	4	al	al	PROPN
ajst-1297	114	5	.	.	PUNCT
ajst-1297	115	1	a	a	DET
ajst-1297	115	2	survey	survey	NOUN
ajst-1297	115	3	on	on	ADP
ajst-1297	115	4	deep	deep	ADJ
ajst-1297	115	5	learning	learning	NOUN
ajst-1297	115	6	in	in	ADP
ajst-1297	115	7	medical	medical	ADJ
ajst-1297	115	8	image	image	NOUN
ajst-1297	115	9	analysis[j	analysis[j	PROPN
ajst-1297	115	10	]	]	PUNCT
ajst-1297	115	11	.	.	PUNCT
ajst-1297	116	1	medical	medical	ADJ
ajst-1297	116	2	image	image	NOUN
ajst-1297	116	3	analysis	analysis	NOUN
ajst-1297	116	4	,	,	PUNCT
ajst-1297	116	5	vol.42(2017),no.9,p.60	vol.42(2017),no.9,p.60	PROPN
ajst-1297	116	6	-	-	PUNCT
ajst-1297	116	7	88	88	NUM
ajst-1297	116	8	.	.	PUNCT
ajst-1297	117	1	[	[	X
ajst-1297	117	2	3	3	X
ajst-1297	117	3	]	]	X
ajst-1297	117	4	yin	yin	PROPN
ajst-1297	117	5	b	b	PROPN
ajst-1297	117	6	c	c	PROPN
ajst-1297	117	7	,	,	PUNCT
ajst-1297	117	8	wang	wang	PROPN
ajst-1297	117	9	w	w	PROPN
ajst-1297	117	10	t	t	PROPN
ajst-1297	117	11	,	,	PUNCT
ajst-1297	117	12	wang	wang	PROPN
ajst-1297	117	13	l	l	PROPN
ajst-1297	117	14	c.review	c.review	NOUN
ajst-1297	117	15	of	of	ADP
ajst-1297	117	16	deep	deep	ADJ
ajst-1297	117	17	learning[j	learning[j	NOUN
ajst-1297	117	18	]	]	PUNCT
ajst-1297	117	19	.	.	PUNCT
ajst-1297	118	1	journal	journal	PROPN
ajst-1297	118	2	of	of	ADP
ajst-1297	118	3	bjing	bje	VERB
ajst-1297	118	4	university	university	NOUN
ajst-1297	118	5	of	of	ADP
ajst-1297	118	6	technology	technology	NOUN
ajst-1297	118	7	,	,	PUNCT
ajst-1297	118	8	vol.41(2015)no1	vol.41(2015)no1	PROPN
ajst-1297	118	9	,	,	PUNCT
ajst-1297	118	10	41,p.48	41,p.48	NUM
ajst-1297	118	11	-	-	SYM
ajst-1297	118	12	59	59	NUM
ajst-1297	118	13	.	.	PUNCT
ajst-1297	119	1	[	[	X
ajst-1297	119	2	4	4	X
ajst-1297	119	3	]	]	X
ajst-1297	119	4	cohen	cohen	PROPN
ajst-1297	119	5	n	n	PROPN
ajst-1297	119	6	,	,	PUNCT
ajst-1297	119	7	sharir	sharir	NOUN
ajst-1297	119	8	o	o	NOUN
ajst-1297	119	9	,	,	PUNCT
ajst-1297	119	10	shashua	shashua	NOUN
ajst-1297	120	1	a.on	a.on	VERB
ajst-1297	120	2	the	the	DET
ajst-1297	120	3	expressive	expressive	ADJ
ajst-1297	120	4	power	power	NOUN
ajst-1297	120	5	of	of	ADP
ajst-1297	120	6	deep	deep	ADJ
ajst-1297	120	7	learning	learning	NOUN
ajst-1297	120	8	:	:	PUNCT
ajst-1297	120	9	a	a	DET
ajst-1297	120	10	tensor	tensor	NOUN
ajst-1297	120	11	analysis[j	analysis[j	NOUN
ajst-1297	120	12	]	]	PUNCT
ajst-1297	120	13	.	.	PUNCT
ajst-1297	121	1	computer	computer	NOUN
ajst-1297	121	2	ence	ence	PROPN
ajst-1297	121	3	,	,	PUNCT
ajst-1297	121	4	vol.53(2016)no,42,p.23	vol.53(2016)no,42,p.23	PROPN
ajst-1297	121	5	-	-	PUNCT
ajst-1297	121	6	65	65	NUM
ajst-1297	121	7	.	.	PUNCT
ajst-1297	122	1	[	[	X
ajst-1297	122	2	5	5	NUM
ajst-1297	122	3	]	]	PUNCT
ajst-1297	122	4	marcus	marcus	PROPN
ajst-1297	122	5	g.deep	g.deep	PROPN
ajst-1297	122	6	learning	learning	PROPN
ajst-1297	122	7	:	:	PUNCT
ajst-1297	122	8	a	a	DET
ajst-1297	122	9	critical	critical	ADJ
ajst-1297	122	10	appraisal[j	appraisal[j	NOUN
ajst-1297	122	11	]	]	PUNCT
ajst-1297	122	12	.	.	PUNCT
ajst-1297	123	1	vol.52(2018)no,24,p.432	vol.52(2018)no,24,p.432	NOUN
ajst-1297	123	2	-	-	PUNCT
ajst-1297	123	3	643	643	NUM
ajst-1297	123	4	.	.	PUNCT
ajst-1297	124	1	[	[	X
ajst-1297	124	2	6	6	NUM
ajst-1297	124	3	]	]	SYM
ajst-1297	124	4	tongtong	tongtong	PROPN
ajst-1297	124	5	w	w	PROPN
ajst-1297	124	6	u	u	PROPN
ajst-1297	124	7	,	,	PUNCT
ajst-1297	124	8	zhou	zhou	PROPN
ajst-1297	124	9	g.research	g.research	PROPN
ajst-1297	124	10	of	of	ADP
ajst-1297	124	11	visual	visual	ADJ
ajst-1297	124	12	reality	reality	NOUN
ajst-1297	124	13	3d	3d	NOUN
ajst-1297	124	14	modeling	model	VERB
ajst-1297	124	15	technology[j	technology[j	PROPN
ajst-1297	124	16	]	]	PUNCT
ajst-1297	124	17	.	.	PUNCT
ajst-1297	124	18	intelligent	intelligent	ADJ
ajst-1297	124	19	computer	computer	NOUN
ajst-1297	124	20	and	and	CCONJ
ajst-1297	124	21	applications	application	NOUN
ajst-1297	124	22	,	,	PUNCT
ajst-1297	124	23	vol.53(2016)no,4,p.52	vol.53(2016)no,4,p.52	NUM
ajst-1297	124	24	-	-	SYM
ajst-1297	124	25	62	62	NUM
ajst-1297	124	26	.	.	PUNCT
ajst-1297	125	1	[	[	X
ajst-1297	125	2	7	7	X
ajst-1297	125	3	]	]	X
ajst-1297	125	4	zeng	zeng	PROPN
ajst-1297	125	5	m	m	PROPN
ajst-1297	125	6	,	,	PUNCT
ajst-1297	125	7	li	li	PROPN
ajst-1297	125	8	g	g	PROPN
ajst-1297	125	9	,	,	PUNCT
ajst-1297	125	10	zhou	zhou	PROPN
ajst-1297	125	11	q	q	PROPN
ajst-1297	125	12	,	,	PUNCT
ajst-1297	125	13	et	et	PROPN
ajst-1297	125	14	al	al	PROPN
ajst-1297	125	15	.	.	PROPN
ajst-1297	125	16	from	from	ADP
ajst-1297	125	17	mooc	mooc	PROPN
ajst-1297	125	18	to	to	ADP
ajst-1297	125	19	spoc	spoc	NOUN
ajst-1297	125	20	:	:	PUNCT
ajst-1297	125	21	construction	construction	NOUN
ajst-1297	125	22	of	of	ADP
ajst-1297	125	23	a	a	DET
ajst-1297	125	24	deep	deep	ADJ
ajst-1297	125	25	learning	learning	NOUN
ajst-1297	125	26	model[j	model[j	PROPN
ajst-1297	125	27	]	]	PUNCT
ajst-1297	125	28	.	.	PUNCT
ajst-1297	126	1	china	china	PROPN
ajst-1297	126	2	educational	educational	ADJ
ajst-1297	126	3	technology	technology	NOUN
ajst-1297	126	4	,	,	PUNCT
ajst-1297	126	5	vol,73(2015)no,42,p.63	vol,73(2015)no,42,p.63	X
ajst-1297	126	6	-	-	PUNCT
ajst-1297	126	7	73	73	NUM
ajst-1297	126	8	.	.	PUNCT
ajst-1297	126	9	121	121	NUM
ajst-1297	127	1	[	[	SYM
ajst-1297	127	2	8	8	NUM
ajst-1297	127	3	]	]	X
ajst-1297	127	4	wen	wen	PROPN
ajst-1297	127	5	c	c	PROPN
ajst-1297	127	6	k	k	PROPN
ajst-1297	127	7	,	,	PUNCT
ajst-1297	127	8	shih	shih	PROPN
ajst-1297	127	9	w	w	PROPN
ajst-1297	127	10	t	t	PROPN
ajst-1297	127	11	,	,	PUNCT
ajst-1297	127	12	jin	jin	NOUN
ajst-1297	127	13	s.deep	s.deep	NOUN
ajst-1297	127	14	learning	learn	VERB
ajst-1297	127	15	for	for	ADP
ajst-1297	127	16	massive	massive	ADJ
ajst-1297	127	17	mimo	mimo	PROPN
ajst-1297	127	18	csi	csi	PROPN
ajst-1297	127	19	feedback[j	feedback[j	PROPN
ajst-1297	127	20	]	]	PUNCT
ajst-1297	127	21	.	.	PUNCT
ajst-1297	128	1	ieee	ieee	PROPN
ajst-1297	128	2	wireless	wireless	PROPN
ajst-1297	128	3	communications	communication	NOUN
ajst-1297	128	4	letters	letter	NOUN
ajst-1297	128	5	,	,	PUNCT
ajst-1297	128	6	vol,51(2017)no,53,p.1	vol,51(2017)no,53,p.1	PROPN
ajst-1297	128	7	-	-	PUNCT
ajst-1297	128	8	1	1	NUM
ajst-1297	128	9	.	.	PUNCT
ajst-1297	129	1	[	[	X
ajst-1297	129	2	9	9	NUM
ajst-1297	129	3	]	]	X
ajst-1297	129	4	zhang	zhang	PROPN
ajst-1297	129	5	j	j	PROPN
ajst-1297	129	6	,	,	PUNCT
ajst-1297	129	7	wang	wang	PROPN
ajst-1297	129	8	h	h	PROPN
ajst-1297	129	9	,	,	PUNCT
ajst-1297	129	10	yang	yang	PROPN
ajst-1297	129	11	g	g	PROPN
ajst-1297	129	12	,	,	PUNCT
ajst-1297	129	13	et	et	PROPN
ajst-1297	129	14	al	al	PROPN
ajst-1297	129	15	.	.	PROPN
ajst-1297	129	16	review	review	NOUN
ajst-1297	129	17	of	of	ADP
ajst-1297	129	18	deep	deep	ADJ
ajst-1297	129	19	learning[j	learning[j	NOUN
ajst-1297	129	20	]	]	PUNCT
ajst-1297	129	21	.	.	PUNCT
ajst-1297	130	1	application	application	NOUN
ajst-1297	130	2	research	research	NOUN
ajst-1297	130	3	of	of	ADP
ajst-1297	130	4	computers	computer	NOUN
ajst-1297	130	5	,	,	PUNCT
ajst-1297	130	6	vol,63(2018)no,53,p.562	vol,63(2018)no,53,p.562	NOUN
ajst-1297	130	7	.	.	PUNCT
ajst-1297	131	1	[	[	X
ajst-1297	131	2	10	10	NUM
ajst-1297	131	3	]	]	X
ajst-1297	131	4	ohsugi	ohsugi	PROPN
ajst-1297	131	5	h	h	NOUN
ajst-1297	131	6	,	,	PUNCT
ajst-1297	131	7	tabuchi	tabuchi	PROPN
ajst-1297	131	8	h	h	NOUN
ajst-1297	131	9	,	,	PUNCT
ajst-1297	131	10	enno	enno	PROPN
ajst-1297	131	11	h	h	PROPN
ajst-1297	131	12	,	,	PUNCT
ajst-1297	131	13	et	et	PROPN
ajst-1297	131	14	al	al	PROPN
ajst-1297	131	15	.	.	PROPN
ajst-1297	131	16	accuracy	accuracy	NOUN
ajst-1297	131	17	of	of	ADP
ajst-1297	131	18	deep	deep	ADJ
ajst-1297	131	19	learning	learning	NOUN
ajst-1297	131	20	,	,	PUNCT
ajst-1297	131	21	a	a	DET
ajst-1297	131	22	machine	machine	NOUN
ajst-1297	131	23	-	-	PUNCT
ajst-1297	131	24	learning	learn	VERB
ajst-1297	131	25	technology	technology	NOUN
ajst-1297	131	26	,	,	PUNCT
ajst-1297	131	27	using	use	VERB
ajst-1297	131	28	ultra	ultra	ADJ
ajst-1297	131	29	–	–	PUNCT
ajst-1297	131	30	wide	wide	ADJ
ajst-1297	131	31	-	-	PUNCT
ajst-1297	131	32	field	field	NOUN
ajst-1297	131	33	fundus	fundus	NOUN
ajst-1297	131	34	ophthalmoscopy	ophthalmoscopy	NOUN
ajst-1297	131	35	for	for	ADP
ajst-1297	131	36	detecting	detect	VERB
ajst-1297	131	37	rhegmatogenous	rhegmatogenous	ADJ
ajst-1297	131	38	retinal	retinal	ADJ
ajst-1297	131	39	detachment[j	detachment[j	NOUN
ajst-1297	131	40	]	]	PUNCT
ajst-1297	131	41	.	.	PUNCT
ajst-1297	132	1	scientific	scientific	ADJ
ajst-1297	132	2	reports	report	NOUN
ajst-1297	132	3	,	,	PUNCT
ajst-1297	132	4	vol,59(2017)no,7,p.9425	vol,59(2017)no,7,p.9425	NOUN
ajst-1297	132	5	.	.	PUNCT