id	sid	tid	token	lemma	pos
ajst-5664	1	1	academic	academic	ADJ
ajst-5664	1	2	journal	journal	NOUN
ajst-5664	1	3	of	of	ADP
ajst-5664	1	4	science	science	NOUN
ajst-5664	1	5	and	and	CCONJ
ajst-5664	1	6	technology	technology	NOUN
ajst-5664	1	7	issn	issn	NOUN
ajst-5664	1	8	:	:	PUNCT
ajst-5664	1	9	2771	2771	NUM
ajst-5664	1	10	-	-	SYM
ajst-5664	1	11	3032	3032	NUM
ajst-5664	1	12	|	|	NOUN
ajst-5664	1	13	vol	vol	NOUN
ajst-5664	1	14	.	.	PROPN
ajst-5664	2	1	5	5	NUM
ajst-5664	2	2	,	,	PUNCT
ajst-5664	2	3	no	no	INTJ
ajst-5664	2	4	.	.	NOUN
ajst-5664	2	5	1	1	NUM
ajst-5664	2	6	,	,	PUNCT
ajst-5664	2	7	2023	2023	NUM
ajst-5664	2	8	273	273	NUM
ajst-5664	2	9	cases	case	NOUN
ajst-5664	2	10	integration	integration	NOUN
ajst-5664	2	11	system	system	NOUN
ajst-5664	2	12	for	for	ADP
ajst-5664	2	13	fault	fault	NOUN
ajst-5664	2	14	diagnosis	diagnosis	NOUN
ajst-5664	2	15	of	of	ADP
ajst-5664	2	16	cnc	cnc	ADJ
ajst-5664	2	17	machine	machine	NOUN
ajst-5664	2	18	tools	tool	NOUN
ajst-5664	2	19	based	base	VERB
ajst-5664	2	20	on	on	ADP
ajst-5664	2	21	knowledge	knowledge	NOUN
ajst-5664	2	22	graph	graph	NOUN
ajst-5664	2	23	jiahai	jiahai	PROPN
ajst-5664	2	24	wang1	wang1	PROPN
ajst-5664	2	25	,	,	PUNCT
ajst-5664	2	26	wenming	wenme	VERB
ajst-5664	2	27	yin1	yin1	PROPN
ajst-5664	2	28	,	,	PUNCT
ajst-5664	2	29	*	*	PROPN
ajst-5664	2	30	,	,	PUNCT
ajst-5664	2	31	jianxiang	jianxiang	PROPN
ajst-5664	2	32	gao1	gao1	PROPN
ajst-5664	3	1	1school	1school	NUM
ajst-5664	3	2	of	of	ADP
ajst-5664	3	3	mechanical	mechanical	ADJ
ajst-5664	3	4	engineering	engineering	NOUN
ajst-5664	3	5	,	,	PUNCT
ajst-5664	3	6	tongji	tongji	PROPN
ajst-5664	3	7	university	university	NOUN
ajst-5664	3	8	,	,	PUNCT
ajst-5664	3	9	no.4800	no.4800	PROPN
ajst-5664	3	10	caoan	caoan	NOUN
ajst-5664	3	11	road	road	NOUN
ajst-5664	3	12	,	,	PUNCT
ajst-5664	3	13	shanghai	shanghai	PROPN
ajst-5664	3	14	,	,	PUNCT
ajst-5664	3	15	p.r	p.r	PROPN
ajst-5664	3	16	.	.	PROPN
ajst-5664	3	17	china	china	PROPN
ajst-5664	3	18	*	*	PUNCT
ajst-5664	3	19	corresponding	correspond	VERB
ajst-5664	3	20	author	author	NOUN
ajst-5664	3	21	:	:	PUNCT
ajst-5664	3	22	wenming	wenme	VERB
ajst-5664	3	23	yin	yin	PROPN
ajst-5664	3	24	(	(	PUNCT
ajst-5664	3	25	email	email	NOUN
ajst-5664	3	26	:	:	PUNCT
ajst-5664	3	27	2030238@tongji.edu.cn	2030238@tongji.edu.cn	NUM
ajst-5664	3	28	)	)	PUNCT
ajst-5664	3	29	abstract	abstract	NOUN
ajst-5664	3	30	:	:	PUNCT
ajst-5664	4	1	due	due	ADP
ajst-5664	4	2	to	to	ADP
ajst-5664	4	3	the	the	DET
ajst-5664	4	4	time	time	NOUN
ajst-5664	4	5	-	-	PUNCT
ajst-5664	4	6	consuming	consume	VERB
ajst-5664	4	7	and	and	CCONJ
ajst-5664	4	8	labor	labor	NOUN
ajst-5664	4	9	-	-	PUNCT
ajst-5664	4	10	consuming	consume	VERB
ajst-5664	4	11	maintenance	maintenance	NOUN
ajst-5664	4	12	required	require	VERB
ajst-5664	4	13	by	by	ADP
ajst-5664	4	14	appealing	appeal	VERB
ajst-5664	4	15	to	to	ADP
ajst-5664	4	16	service	service	NOUN
ajst-5664	4	17	engineers	engineer	NOUN
ajst-5664	4	18	during	during	ADP
ajst-5664	4	19	the	the	DET
ajst-5664	4	20	diagnosis	diagnosis	NOUN
ajst-5664	4	21	of	of	ADP
ajst-5664	4	22	cnc	cnc	ADJ
ajst-5664	4	23	machine	machine	NOUN
ajst-5664	4	24	tool	tool	NOUN
ajst-5664	4	25	faults	fault	NOUN
ajst-5664	4	26	,	,	PUNCT
ajst-5664	4	27	the	the	DET
ajst-5664	4	28	cnc	cnc	PROPN
ajst-5664	4	29	machine	machine	NOUN
ajst-5664	4	30	tool	tool	NOUN
ajst-5664	4	31	fault	fault	NOUN
ajst-5664	4	32	diagnosis	diagnosis	NOUN
ajst-5664	4	33	system	system	NOUN
ajst-5664	4	34	has	have	AUX
ajst-5664	4	35	become	become	VERB
ajst-5664	4	36	the	the	DET
ajst-5664	4	37	economical	economical	ADJ
ajst-5664	4	38	practical	practical	ADJ
ajst-5664	4	39	choice	choice	NOUN
ajst-5664	4	40	of	of	ADP
ajst-5664	4	41	intelligent	intelligent	ADJ
ajst-5664	4	42	workshop	workshop	NOUN
ajst-5664	4	43	now	now	ADV
ajst-5664	4	44	,	,	PUNCT
ajst-5664	4	45	which	which	PRON
ajst-5664	4	46	can	can	AUX
ajst-5664	4	47	help	help	VERB
ajst-5664	4	48	cnc	cnc	ADJ
ajst-5664	4	49	machine	machine	NOUN
ajst-5664	4	50	tool	tool	NOUN
ajst-5664	4	51	operators	operator	NOUN
ajst-5664	4	52	quickly	quickly	ADV
ajst-5664	4	53	locate	locate	VERB
ajst-5664	4	54	and	and	CCONJ
ajst-5664	4	55	eliminate	eliminate	VERB
ajst-5664	4	56	faults	fault	NOUN
ajst-5664	4	57	.	.	PUNCT
ajst-5664	5	1	knowledge	knowledge	NOUN
ajst-5664	5	2	graph	graph	NOUN
ajst-5664	5	3	technology	technology	NOUN
ajst-5664	5	4	plays	play	VERB
ajst-5664	5	5	a	a	DET
ajst-5664	5	6	great	great	ADJ
ajst-5664	5	7	role	role	NOUN
ajst-5664	5	8	in	in	ADP
ajst-5664	5	9	the	the	DET
ajst-5664	5	10	use	use	NOUN
ajst-5664	5	11	of	of	ADP
ajst-5664	5	12	structured	structured	ADJ
ajst-5664	5	13	data	datum	NOUN
ajst-5664	5	14	,	,	PUNCT
ajst-5664	5	15	and	and	CCONJ
ajst-5664	5	16	has	have	AUX
ajst-5664	5	17	also	also	ADV
ajst-5664	5	18	achieved	achieve	VERB
ajst-5664	5	19	a	a	DET
ajst-5664	5	20	certain	certain	ADJ
ajst-5664	5	21	degree	degree	NOUN
ajst-5664	5	22	of	of	ADP
ajst-5664	5	23	research	research	NOUN
ajst-5664	5	24	progress	progress	NOUN
ajst-5664	5	25	and	and	CCONJ
ajst-5664	5	26	good	good	ADJ
ajst-5664	5	27	applications	application	NOUN
ajst-5664	5	28	in	in	ADP
ajst-5664	5	29	other	other	ADJ
ajst-5664	5	30	professional	professional	ADJ
ajst-5664	5	31	fields	field	NOUN
ajst-5664	5	32	.	.	PUNCT
ajst-5664	6	1	this	this	DET
ajst-5664	6	2	article	article	NOUN
ajst-5664	6	3	focuses	focus	VERB
ajst-5664	6	4	on	on	ADP
ajst-5664	6	5	how	how	SCONJ
ajst-5664	6	6	to	to	PART
ajst-5664	6	7	extract	extract	VERB
ajst-5664	6	8	semi	semi	ADJ
ajst-5664	6	9	-	-	ADJ
ajst-5664	6	10	structured	structured	ADJ
ajst-5664	6	11	and	and	CCONJ
ajst-5664	6	12	unstructured	unstructured	ADJ
ajst-5664	6	13	fault	fault	NOUN
ajst-5664	6	14	knowledge	knowledge	NOUN
ajst-5664	6	15	from	from	ADP
ajst-5664	6	16	the	the	DET
ajst-5664	6	17	abundant	abundant	ADJ
ajst-5664	6	18	cnc	cnc	ADJ
ajst-5664	6	19	machine	machine	NOUN
ajst-5664	6	20	tool	tool	NOUN
ajst-5664	6	21	fault	fault	NOUN
ajst-5664	6	22	cases	case	NOUN
ajst-5664	6	23	,	,	PUNCT
ajst-5664	6	24	fault	fault	VERB
ajst-5664	6	25	repair	repair	NOUN
ajst-5664	6	26	manuals	manual	NOUN
ajst-5664	6	27	and	and	CCONJ
ajst-5664	6	28	on	on	ADP
ajst-5664	6	29	-	-	PUNCT
ajst-5664	6	30	site	site	NOUN
ajst-5664	6	31	maintenance	maintenance	NOUN
ajst-5664	6	32	logs	log	NOUN
ajst-5664	6	33	on	on	ADP
ajst-5664	6	34	the	the	DET
ajst-5664	6	35	market	market	NOUN
ajst-5664	6	36	.	.	PUNCT
ajst-5664	7	1	a	a	DET
ajst-5664	7	2	complete	complete	ADJ
ajst-5664	7	3	system	system	NOUN
ajst-5664	7	4	is	be	AUX
ajst-5664	7	5	used	use	VERB
ajst-5664	7	6	to	to	PART
ajst-5664	7	7	integrate	integrate	VERB
ajst-5664	7	8	this	this	DET
ajst-5664	7	9	fault	fault	NOUN
ajst-5664	7	10	diagnosis	diagnosis	NOUN
ajst-5664	7	11	knowledge	knowledge	NOUN
ajst-5664	7	12	with	with	ADP
ajst-5664	7	13	different	different	ADJ
ajst-5664	7	14	formats	format	NOUN
ajst-5664	7	15	and	and	CCONJ
ajst-5664	7	16	content	content	NOUN
ajst-5664	7	17	but	but	CCONJ
ajst-5664	7	18	interrelated	interrelated	ADJ
ajst-5664	7	19	,	,	PUNCT
ajst-5664	7	20	so	so	SCONJ
ajst-5664	7	21	as	as	SCONJ
ajst-5664	7	22	to	to	PART
ajst-5664	7	23	realize	realize	VERB
ajst-5664	7	24	the	the	DET
ajst-5664	7	25	structured	structured	ADJ
ajst-5664	7	26	application	application	NOUN
ajst-5664	7	27	of	of	ADP
ajst-5664	7	28	fault	fault	NOUN
ajst-5664	7	29	diagnosis	diagnosis	NOUN
ajst-5664	7	30	knowledge	knowledge	NOUN
ajst-5664	7	31	of	of	ADP
ajst-5664	7	32	cnc	cnc	ADJ
ajst-5664	7	33	machine	machine	NOUN
ajst-5664	7	34	tools	tool	NOUN
ajst-5664	7	35	.	.	PUNCT
ajst-5664	8	1	this	this	DET
ajst-5664	8	2	paper	paper	NOUN
ajst-5664	8	3	first	first	ADV
ajst-5664	8	4	fully	fully	ADV
ajst-5664	8	5	analyzes	analyze	VERB
ajst-5664	8	6	the	the	DET
ajst-5664	8	7	content	content	NOUN
ajst-5664	8	8	and	and	CCONJ
ajst-5664	8	9	structural	structural	ADJ
ajst-5664	8	10	characteristics	characteristic	NOUN
ajst-5664	8	11	of	of	ADP
ajst-5664	8	12	these	these	DET
ajst-5664	8	13	fault	fault	NOUN
ajst-5664	8	14	cases	case	NOUN
ajst-5664	8	15	,	,	PUNCT
ajst-5664	8	16	and	and	CCONJ
ajst-5664	8	17	optimizes	optimize	VERB
ajst-5664	8	18	the	the	DET
ajst-5664	8	19	design	design	NOUN
ajst-5664	8	20	of	of	ADP
ajst-5664	8	21	a	a	DET
ajst-5664	8	22	set	set	NOUN
ajst-5664	8	23	of	of	ADP
ajst-5664	8	24	domain	domain	NOUN
ajst-5664	8	25	ontology	ontology	NOUN
ajst-5664	8	26	for	for	ADP
ajst-5664	8	27	machine	machine	NOUN
ajst-5664	8	28	tool	tool	NOUN
ajst-5664	8	29	fault	fault	NOUN
ajst-5664	8	30	diagnosis	diagnosis	NOUN
ajst-5664	8	31	,	,	PUNCT
ajst-5664	8	32	which	which	PRON
ajst-5664	8	33	contains	contain	VERB
ajst-5664	8	34	8	8	NUM
ajst-5664	8	35	types	type	NOUN
ajst-5664	8	36	of	of	ADP
ajst-5664	8	37	ontoly	ontoly	ADJ
ajst-5664	8	38	and	and	CCONJ
ajst-5664	8	39	7	7	NUM
ajst-5664	8	40	types	type	NOUN
ajst-5664	8	41	of	of	ADP
ajst-5664	8	42	relation	relation	NOUN
ajst-5664	8	43	.	.	PUNCT
ajst-5664	9	1	using	use	VERB
ajst-5664	9	2	the	the	DET
ajst-5664	9	3	rule	rule	NOUN
ajst-5664	9	4	-	-	PUNCT
ajst-5664	9	5	based	base	VERB
ajst-5664	9	6	knowledge	knowledge	NOUN
ajst-5664	9	7	extraction	extraction	NOUN
ajst-5664	9	8	method	method	NOUN
ajst-5664	9	9	combined	combine	VERB
ajst-5664	9	10	with	with	ADP
ajst-5664	9	11	the	the	DET
ajst-5664	9	12	bilstm	bilstm	NOUN
ajst-5664	9	13	-	-	PUNCT
ajst-5664	9	14	crf	crf	NOUN
ajst-5664	9	15	information	information	NOUN
ajst-5664	9	16	extraction	extraction	NOUN
ajst-5664	9	17	algorithm	algorithm	NOUN
ajst-5664	9	18	to	to	PART
ajst-5664	9	19	extract	extract	VERB
ajst-5664	9	20	effective	effective	ADJ
ajst-5664	9	21	information	information	NOUN
ajst-5664	9	22	from	from	ADP
ajst-5664	9	23	this	this	DET
ajst-5664	9	24	knowledge	knowledge	NOUN
ajst-5664	9	25	.	.	PUNCT
ajst-5664	10	1	finally	finally	ADV
ajst-5664	10	2	,	,	PUNCT
ajst-5664	10	3	the	the	DET
ajst-5664	10	4	structured	structured	ADJ
ajst-5664	10	5	knowledge	knowledge	NOUN
ajst-5664	10	6	is	be	AUX
ajst-5664	10	7	stored	store	VERB
ajst-5664	10	8	through	through	ADP
ajst-5664	10	9	the	the	DET
ajst-5664	10	10	neo4j	neo4j	PROPN
ajst-5664	10	11	graph	graph	NOUN
ajst-5664	10	12	database	database	NOUN
ajst-5664	10	13	for	for	ADP
ajst-5664	10	14	visualization	visualization	NOUN
ajst-5664	10	15	.	.	PUNCT
ajst-5664	11	1	under	under	ADP
ajst-5664	11	2	the	the	DET
ajst-5664	11	3	application	application	NOUN
ajst-5664	11	4	of	of	ADP
ajst-5664	11	5	a	a	DET
ajst-5664	11	6	good	good	ADJ
ajst-5664	11	7	ontology	ontology	NOUN
ajst-5664	11	8	,	,	PUNCT
ajst-5664	11	9	the	the	DET
ajst-5664	11	10	accuracy	accuracy	NOUN
ajst-5664	11	11	and	and	CCONJ
ajst-5664	11	12	effectiveness	effectiveness	NOUN
ajst-5664	11	13	of	of	ADP
ajst-5664	11	14	the	the	DET
ajst-5664	11	15	composite	composite	ADJ
ajst-5664	11	16	extraction	extraction	NOUN
ajst-5664	11	17	algorithm	algorithm	NOUN
ajst-5664	11	18	have	have	AUX
ajst-5664	11	19	been	be	AUX
ajst-5664	11	20	proved	prove	VERB
ajst-5664	11	21	to	to	PART
ajst-5664	11	22	be	be	AUX
ajst-5664	11	23	greatly	greatly	ADV
ajst-5664	11	24	improved	improve	VERB
ajst-5664	11	25	compared	compare	VERB
ajst-5664	11	26	with	with	ADP
ajst-5664	11	27	the	the	DET
ajst-5664	11	28	single	single	ADJ
ajst-5664	11	29	information	information	NOUN
ajst-5664	11	30	extraction	extraction	NOUN
ajst-5664	11	31	algorithm	algorithm	NOUN
ajst-5664	11	32	in	in	ADP
ajst-5664	11	33	the	the	DET
ajst-5664	11	34	experimental	experimental	ADJ
ajst-5664	11	35	verification	verification	NOUN
ajst-5664	11	36	process	process	NOUN
ajst-5664	11	37	.	.	PUNCT
ajst-5664	12	1	keywords	keyword	NOUN
ajst-5664	12	2	:	:	PUNCT
ajst-5664	12	3	cnc	cnc	ADJ
ajst-5664	12	4	machine	machine	NOUN
ajst-5664	12	5	tool	tool	NOUN
ajst-5664	12	6	fault	fault	VERB
ajst-5664	12	7	diagnosis	diagnosis	NOUN
ajst-5664	12	8	,	,	PUNCT
ajst-5664	12	9	composite	composite	ADJ
ajst-5664	12	10	knowledge	knowledge	NOUN
ajst-5664	12	11	extraction	extraction	NOUN
ajst-5664	12	12	algorithm	algorithm	NOUN
ajst-5664	12	13	,	,	PUNCT
ajst-5664	12	14	domain	domain	NOUN
ajst-5664	12	15	ontology	ontology	NOUN
ajst-5664	12	16	,	,	PUNCT
ajst-5664	12	17	knowledge	knowledge	NOUN
ajst-5664	12	18	graph	graph	NOUN
ajst-5664	12	19	,	,	PUNCT
ajst-5664	12	20	natural	natural	ADJ
ajst-5664	12	21	language	language	NOUN
ajst-5664	12	22	processing	processing	NOUN
ajst-5664	12	23	.	.	PUNCT
ajst-5664	13	1	1	1	X
ajst-5664	13	2	.	.	X
ajst-5664	13	3	introduction	introduction	NOUN
ajst-5664	13	4	when	when	SCONJ
ajst-5664	13	5	the	the	DET
ajst-5664	13	6	cnc	cnc	PROPN
ajst-5664	13	7	machine	machine	NOUN
ajst-5664	13	8	tool	tool	NOUN
ajst-5664	13	9	fails	fail	VERB
ajst-5664	13	10	,	,	PUNCT
ajst-5664	13	11	the	the	DET
ajst-5664	13	12	machine	machine	NOUN
ajst-5664	13	13	tool	tool	NOUN
ajst-5664	13	14	operator	operator	NOUN
ajst-5664	13	15	does	do	AUX
ajst-5664	13	16	not	not	PART
ajst-5664	13	17	have	have	VERB
ajst-5664	13	18	good	good	ADJ
ajst-5664	13	19	knowledge	knowledge	NOUN
ajst-5664	13	20	of	of	ADP
ajst-5664	13	21	machine	machine	NOUN
ajst-5664	13	22	tool	tool	NOUN
ajst-5664	13	23	fault	fault	NOUN
ajst-5664	13	24	diagnosis	diagnosis	NOUN
ajst-5664	13	25	,	,	PUNCT
ajst-5664	13	26	and	and	CCONJ
ajst-5664	13	27	needs	need	VERB
ajst-5664	13	28	to	to	PART
ajst-5664	13	29	ask	ask	VERB
ajst-5664	13	30	the	the	DET
ajst-5664	13	31	on	on	ADP
ajst-5664	13	32	-	-	PUNCT
ajst-5664	13	33	site	site	NOUN
ajst-5664	13	34	engineer	engineer	NOUN
ajst-5664	13	35	to	to	PART
ajst-5664	13	36	solve	solve	VERB
ajst-5664	13	37	the	the	DET
ajst-5664	13	38	fault	fault	NOUN
ajst-5664	13	39	problem	problem	NOUN
ajst-5664	13	40	.	.	PUNCT
ajst-5664	14	1	this	this	DET
ajst-5664	14	2	process	process	NOUN
ajst-5664	14	3	is	be	AUX
ajst-5664	14	4	time	time	NOUN
ajst-5664	14	5	-	-	PUNCT
ajst-5664	14	6	consuming	consume	VERB
ajst-5664	14	7	and	and	CCONJ
ajst-5664	14	8	laborintensive	laborintensive	ADJ
ajst-5664	14	9	.	.	PUNCT
ajst-5664	15	1	how	how	SCONJ
ajst-5664	15	2	to	to	PART
ajst-5664	15	3	help	help	VERB
ajst-5664	15	4	machine	machine	NOUN
ajst-5664	15	5	tool	tool	NOUN
ajst-5664	15	6	operators	operator	NOUN
ajst-5664	15	7	quickly	quickly	ADV
ajst-5664	15	8	locate	locate	VERB
ajst-5664	15	9	faults	fault	NOUN
ajst-5664	15	10	and	and	CCONJ
ajst-5664	15	11	solve	solve	VERB
ajst-5664	15	12	machine	machine	NOUN
ajst-5664	15	13	fault	fault	NOUN
ajst-5664	15	14	problems	problem	NOUN
ajst-5664	15	15	is	be	AUX
ajst-5664	15	16	a	a	DET
ajst-5664	15	17	hot	hot	ADJ
ajst-5664	15	18	topic	topic	NOUN
ajst-5664	15	19	of	of	ADP
ajst-5664	15	20	current	current	ADJ
ajst-5664	15	21	research	research	NOUN
ajst-5664	15	22	.	.	PUNCT
ajst-5664	16	1	as	as	ADP
ajst-5664	16	2	a	a	DET
ajst-5664	16	3	reliable	reliable	ADJ
ajst-5664	16	4	system	system	NOUN
ajst-5664	16	5	for	for	ADP
ajst-5664	16	6	rapid	rapid	ADJ
ajst-5664	16	7	troubleshooting	troubleshooting	NOUN
ajst-5664	16	8	and	and	CCONJ
ajst-5664	16	9	diagnosis	diagnosis	NOUN
ajst-5664	16	10	,	,	PUNCT
ajst-5664	16	11	the	the	DET
ajst-5664	16	12	fault	fault	NOUN
ajst-5664	16	13	diagnosis	diagnosis	NOUN
ajst-5664	16	14	system	system	NOUN
ajst-5664	16	15	has	have	AUX
ajst-5664	16	16	been	be	AUX
ajst-5664	16	17	developed	develop	VERB
ajst-5664	16	18	in	in	ADP
ajst-5664	16	19	the	the	DET
ajst-5664	16	20	industry	industry	NOUN
ajst-5664	16	21	for	for	ADP
ajst-5664	16	22	many	many	ADJ
ajst-5664	16	23	years	year	NOUN
ajst-5664	16	24	,	,	PUNCT
ajst-5664	16	25	and	and	CCONJ
ajst-5664	16	26	a	a	DET
ajst-5664	16	27	lot	lot	NOUN
ajst-5664	16	28	of	of	ADP
ajst-5664	16	29	important	important	ADJ
ajst-5664	16	30	research	research	NOUN
ajst-5664	16	31	on	on	ADP
ajst-5664	16	32	fault	fault	NOUN
ajst-5664	16	33	mechanisms	mechanism	NOUN
ajst-5664	16	34	and	and	CCONJ
ajst-5664	16	35	fault	fault	NOUN
ajst-5664	16	36	models	model	NOUN
ajst-5664	16	37	has	have	AUX
ajst-5664	16	38	been	be	AUX
ajst-5664	16	39	accumulated	accumulate	VERB
ajst-5664	16	40	.	.	PUNCT
ajst-5664	17	1	mainly	mainly	ADV
ajst-5664	17	2	in	in	ADP
ajst-5664	17	3	the	the	DET
ajst-5664	17	4	following	follow	VERB
ajst-5664	17	5	aspects	aspect	NOUN
ajst-5664	17	6	:	:	PUNCT
ajst-5664	17	7	(	(	PUNCT
ajst-5664	17	8	1	1	X
ajst-5664	17	9	)	)	PUNCT
ajst-5664	17	10	in	in	ADP
ajst-5664	17	11	-	-	PUNCT
ajst-5664	17	12	depth	depth	NOUN
ajst-5664	17	13	study	study	NOUN
ajst-5664	17	14	of	of	ADP
ajst-5664	17	15	specific	specific	ADJ
ajst-5664	17	16	components	component	NOUN
ajst-5664	17	17	of	of	ADP
ajst-5664	17	18	cnc	cnc	ADJ
ajst-5664	17	19	machine	machine	NOUN
ajst-5664	17	20	tools	tool	NOUN
ajst-5664	17	21	;	;	PUNCT
ajst-5664	17	22	(	(	PUNCT
ajst-5664	17	23	2	2	X
ajst-5664	17	24	)	)	PUNCT
ajst-5664	17	25	according	accord	VERB
ajst-5664	17	26	to	to	ADP
ajst-5664	17	27	the	the	DET
ajst-5664	17	28	structural	structural	ADJ
ajst-5664	17	29	characteristics	characteristic	NOUN
ajst-5664	17	30	of	of	ADP
ajst-5664	17	31	the	the	DET
ajst-5664	17	32	diagnosis	diagnosis	NOUN
ajst-5664	17	33	object	object	NOUN
ajst-5664	17	34	,	,	PUNCT
ajst-5664	17	35	combined	combine	VERB
ajst-5664	17	36	with	with	ADP
ajst-5664	17	37	the	the	DET
ajst-5664	17	38	specific	specific	ADJ
ajst-5664	17	39	content	content	NOUN
ajst-5664	17	40	and	and	CCONJ
ajst-5664	17	41	phenomenon	phenomenon	NOUN
ajst-5664	17	42	of	of	ADP
ajst-5664	17	43	the	the	DET
ajst-5664	17	44	fault	fault	NOUN
ajst-5664	17	45	and	and	CCONJ
ajst-5664	17	46	the	the	DET
ajst-5664	17	47	fault	fault	NOUN
ajst-5664	17	48	diagnosis	diagnosis	NOUN
ajst-5664	17	49	experience	experience	NOUN
ajst-5664	17	50	of	of	ADP
ajst-5664	17	51	domain	domain	NOUN
ajst-5664	17	52	experts	expert	NOUN
ajst-5664	17	53	,	,	PUNCT
ajst-5664	17	54	construct	construct	VERB
ajst-5664	17	55	the	the	DET
ajst-5664	17	56	knowledge	knowledge	NOUN
ajst-5664	17	57	base	base	NOUN
ajst-5664	17	58	of	of	ADP
ajst-5664	17	59	the	the	DET
ajst-5664	17	60	fault	fault	NOUN
ajst-5664	17	61	diagnosis	diagnosis	NOUN
ajst-5664	17	62	system	system	NOUN
ajst-5664	17	63	;	;	PUNCT
ajst-5664	17	64	(	(	PUNCT
ajst-5664	17	65	3	3	X
ajst-5664	17	66	)	)	PUNCT
ajst-5664	17	67	starting	start	VERB
ajst-5664	17	68	from	from	ADP
ajst-5664	17	69	the	the	DET
ajst-5664	17	70	whole	whole	ADJ
ajst-5664	17	71	manufacturing	manufacturing	NOUN
ajst-5664	17	72	process	process	NOUN
ajst-5664	17	73	,	,	PUNCT
ajst-5664	17	74	combined	combine	VERB
ajst-5664	17	75	with	with	ADP
ajst-5664	17	76	the	the	DET
ajst-5664	17	77	connection	connection	NOUN
ajst-5664	17	78	of	of	ADP
ajst-5664	17	79	various	various	ADJ
ajst-5664	17	80	factors	factor	NOUN
ajst-5664	17	81	,	,	PUNCT
ajst-5664	17	82	finally	finally	ADV
ajst-5664	17	83	establish	establish	VERB
ajst-5664	17	84	relevant	relevant	ADJ
ajst-5664	17	85	simulation	simulation	NOUN
ajst-5664	17	86	models	model	NOUN
ajst-5664	17	87	,	,	PUNCT
ajst-5664	17	88	such	such	ADJ
ajst-5664	17	89	as	as	ADP
ajst-5664	17	90	directed	direct	VERB
ajst-5664	17	91	graph	graph	NOUN
ajst-5664	17	92	models	model	NOUN
ajst-5664	17	93	[	[	X
ajst-5664	17	94	1	1	NUM
ajst-5664	17	95	]	]	PUNCT
ajst-5664	17	96	.	.	PUNCT
ajst-5664	18	1	li	li	PROPN
ajst-5664	18	2	yeshun	yeshun	PROPN
ajst-5664	18	3	and	and	CCONJ
ajst-5664	18	4	others	other	NOUN
ajst-5664	18	5	used	use	VERB
ajst-5664	18	6	knowledge	knowledge	NOUN
ajst-5664	18	7	discovery	discovery	NOUN
ajst-5664	18	8	and	and	CCONJ
ajst-5664	18	9	data	datum	NOUN
ajst-5664	18	10	mining	mining	NOUN
ajst-5664	18	11	to	to	PART
ajst-5664	18	12	build	build	VERB
ajst-5664	18	13	a	a	DET
ajst-5664	18	14	power	power	NOUN
ajst-5664	18	15	equipment	equipment	NOUN
ajst-5664	18	16	fault	fault	NOUN
ajst-5664	18	17	diagnosis	diagnosis	NOUN
ajst-5664	18	18	system	system	NOUN
ajst-5664	18	19	,	,	PUNCT
ajst-5664	18	20	which	which	PRON
ajst-5664	18	21	solved	solve	VERB
ajst-5664	18	22	the	the	DET
ajst-5664	18	23	problem	problem	NOUN
ajst-5664	18	24	of	of	ADP
ajst-5664	18	25	directly	directly	ADV
ajst-5664	18	26	obtaining	obtain	VERB
ajst-5664	18	27	knowledge	knowledge	NOUN
ajst-5664	18	28	from	from	ADP
ajst-5664	18	29	domain	domain	NOUN
ajst-5664	18	30	experts	expert	NOUN
ajst-5664	18	31	and	and	CCONJ
ajst-5664	18	32	knowledge	knowledge	NOUN
ajst-5664	18	33	engineers	engineer	NOUN
ajst-5664	18	34	[	[	X
ajst-5664	18	35	2	2	NUM
ajst-5664	18	36	]	]	PUNCT
ajst-5664	18	37	.	.	PUNCT
ajst-5664	19	1	liu	liu	PROPN
ajst-5664	19	2	xuzhong	xuzhong	PROPN
ajst-5664	19	3	and	and	CCONJ
ajst-5664	19	4	others	other	NOUN
ajst-5664	19	5	used	use	VERB
ajst-5664	19	6	knowledge	knowledge	NOUN
ajst-5664	19	7	graph	graph	NOUN
ajst-5664	19	8	technology	technology	NOUN
ajst-5664	19	9	to	to	PART
ajst-5664	19	10	extract	extract	VERB
ajst-5664	19	11	,	,	PUNCT
ajst-5664	19	12	integrate	integrate	VERB
ajst-5664	19	13	and	and	CCONJ
ajst-5664	19	14	transform	transform	VERB
ajst-5664	19	15	knowledge	knowledge	NOUN
ajst-5664	19	16	from	from	ADP
ajst-5664	19	17	the	the	DET
ajst-5664	19	18	fault	fault	NOUN
ajst-5664	19	19	database	database	NOUN
ajst-5664	19	20	,	,	PUNCT
ajst-5664	19	21	which	which	PRON
ajst-5664	19	22	improved	improve	VERB
ajst-5664	19	23	the	the	DET
ajst-5664	19	24	accuracy	accuracy	NOUN
ajst-5664	19	25	of	of	ADP
ajst-5664	19	26	fault	fault	NOUN
ajst-5664	19	27	judgment	judgment	NOUN
ajst-5664	20	1	[	[	X
ajst-5664	20	2	3	3	NUM
ajst-5664	20	3	]	]	PUNCT
ajst-5664	20	4	.	.	PUNCT
ajst-5664	21	1	these	these	DET
ajst-5664	21	2	studies	study	NOUN
ajst-5664	21	3	have	have	AUX
ajst-5664	21	4	greatly	greatly	ADV
ajst-5664	21	5	enriched	enrich	VERB
ajst-5664	21	6	the	the	DET
ajst-5664	21	7	information	information	NOUN
ajst-5664	21	8	construction	construction	NOUN
ajst-5664	21	9	of	of	ADP
ajst-5664	21	10	expert	expert	NOUN
ajst-5664	21	11	machine	machine	NOUN
ajst-5664	21	12	tool	tool	NOUN
ajst-5664	21	13	fault	fault	VERB
ajst-5664	21	14	diagnosis	diagnosis	NOUN
ajst-5664	21	15	,	,	PUNCT
ajst-5664	21	16	and	and	CCONJ
ajst-5664	21	17	have	have	AUX
ajst-5664	21	18	guiding	guide	VERB
ajst-5664	21	19	suggestions	suggestion	NOUN
ajst-5664	21	20	for	for	ADP
ajst-5664	21	21	the	the	DET
ajst-5664	21	22	fusion	fusion	NOUN
ajst-5664	21	23	of	of	ADP
ajst-5664	21	24	fault	fault	NOUN
ajst-5664	21	25	cases	case	NOUN
ajst-5664	21	26	.	.	PUNCT
ajst-5664	22	1	based	base	VERB
ajst-5664	22	2	on	on	ADP
ajst-5664	22	3	this	this	PRON
ajst-5664	22	4	,	,	PUNCT
ajst-5664	22	5	this	this	DET
ajst-5664	22	6	paper	paper	NOUN
ajst-5664	22	7	fully	fully	ADV
ajst-5664	22	8	analyzes	analyze	VERB
ajst-5664	22	9	the	the	DET
ajst-5664	22	10	fault	fault	NOUN
ajst-5664	22	11	diagnosis	diagnosis	NOUN
ajst-5664	22	12	information	information	NOUN
ajst-5664	22	13	of	of	ADP
ajst-5664	22	14	different	different	ADJ
ajst-5664	22	15	fault	fault	NOUN
ajst-5664	22	16	diagnosis	diagnosis	NOUN
ajst-5664	22	17	maintenance	maintenance	NOUN
ajst-5664	22	18	manuals	manual	NOUN
ajst-5664	22	19	and	and	CCONJ
ajst-5664	22	20	fault	fault	VERB
ajst-5664	22	21	diagnosis	diagnosis	NOUN
ajst-5664	22	22	case	case	NOUN
ajst-5664	22	23	sets	set	VERB
ajst-5664	22	24	on	on	ADP
ajst-5664	22	25	the	the	DET
ajst-5664	22	26	market	market	NOUN
ajst-5664	22	27	.	.	PUNCT
ajst-5664	23	1	because	because	SCONJ
ajst-5664	23	2	of	of	ADP
ajst-5664	23	3	its	its	PRON
ajst-5664	23	4	superior	superior	ADJ
ajst-5664	23	5	structure	structure	NOUN
ajst-5664	23	6	and	and	CCONJ
ajst-5664	23	7	extensibility	extensibility	NOUN
ajst-5664	23	8	,	,	PUNCT
ajst-5664	23	9	knowledge	knowledge	NOUN
ajst-5664	23	10	graph	graph	NOUN
ajst-5664	23	11	technology	technology	NOUN
ajst-5664	23	12	has	have	AUX
ajst-5664	23	13	been	be	AUX
ajst-5664	23	14	well	well	ADV
ajst-5664	23	15	applied	apply	VERB
ajst-5664	23	16	in	in	ADP
ajst-5664	23	17	other	other	ADJ
ajst-5664	23	18	fields	field	NOUN
ajst-5664	23	19	.	.	PUNCT
ajst-5664	24	1	liu	liu	PROPN
ajst-5664	24	2	proposed	propose	VERB
ajst-5664	24	3	a	a	DET
ajst-5664	24	4	cnc	cnc	ADJ
ajst-5664	24	5	fault	fault	NOUN
ajst-5664	24	6	diagnosis	diagnosis	NOUN
ajst-5664	24	7	system	system	NOUN
ajst-5664	24	8	that	that	PRON
ajst-5664	24	9	utilizes	utilize	VERB
ajst-5664	24	10	knowledge	knowledge	NOUN
ajst-5664	24	11	maps	map	NOUN
ajst-5664	24	12	,	,	PUNCT
ajst-5664	24	13	marking	mark	VERB
ajst-5664	24	14	the	the	DET
ajst-5664	24	15	first	first	ADJ
ajst-5664	24	16	time	time	NOUN
ajst-5664	24	17	such	such	ADJ
ajst-5664	24	18	technology	technology	NOUN
ajst-5664	24	19	was	be	AUX
ajst-5664	24	20	used	use	VERB
ajst-5664	24	21	in	in	ADP
ajst-5664	24	22	this	this	DET
ajst-5664	24	23	field	field	NOUN
ajst-5664	24	24	.	.	PUNCT
ajst-5664	25	1	however	however	ADV
ajst-5664	25	2	,	,	PUNCT
ajst-5664	25	3	the	the	DET
ajst-5664	25	4	lack	lack	NOUN
ajst-5664	25	5	of	of	ADP
ajst-5664	25	6	relationship	relationship	NOUN
ajst-5664	25	7	extraction	extraction	NOUN
ajst-5664	25	8	links	link	NOUN
ajst-5664	25	9	resulted	result	VERB
ajst-5664	25	10	in	in	ADP
ajst-5664	25	11	lower	low	ADJ
ajst-5664	25	12	query	query	NOUN
ajst-5664	25	13	efficiency	efficiency	NOUN
ajst-5664	25	14	[	[	X
ajst-5664	25	15	4	4	NUM
ajst-5664	25	16	]	]	PUNCT
ajst-5664	25	17	.	.	PUNCT
ajst-5664	26	1	later	later	ADV
ajst-5664	26	2	,	,	PUNCT
ajst-5664	26	3	wang	wang	PROPN
ajst-5664	26	4	introduced	introduce	VERB
ajst-5664	26	5	the	the	DET
ajst-5664	26	6	attention	attention	NOUN
ajst-5664	26	7	mechanism	mechanism	NOUN
ajst-5664	26	8	to	to	PART
ajst-5664	26	9	improve	improve	VERB
ajst-5664	26	10	ontology	ontology	NOUN
ajst-5664	26	11	construction	construction	NOUN
ajst-5664	26	12	,	,	PUNCT
ajst-5664	26	13	although	although	SCONJ
ajst-5664	26	14	there	there	PRON
ajst-5664	26	15	were	be	VERB
ajst-5664	26	16	still	still	ADV
ajst-5664	26	17	some	some	DET
ajst-5664	26	18	issues	issue	NOUN
ajst-5664	26	19	that	that	PRON
ajst-5664	26	20	needed	need	VERB
ajst-5664	26	21	to	to	PART
ajst-5664	26	22	be	be	AUX
ajst-5664	26	23	resolved	resolve	VERB
ajst-5664	26	24	[	[	PUNCT
ajst-5664	26	25	5	5	NUM
ajst-5664	26	26	]	]	PUNCT
ajst-5664	26	27	.	.	PUNCT
ajst-5664	27	1	therefore	therefore	ADV
ajst-5664	27	2	,	,	PUNCT
ajst-5664	27	3	combining	combine	VERB
ajst-5664	27	4	the	the	DET
ajst-5664	27	5	characteristics	characteristic	NOUN
ajst-5664	27	6	of	of	ADP
ajst-5664	27	7	fault	fault	NOUN
ajst-5664	27	8	case	case	NOUN
ajst-5664	27	9	information	information	NOUN
ajst-5664	27	10	,	,	PUNCT
ajst-5664	27	11	how	how	SCONJ
ajst-5664	27	12	to	to	PART
ajst-5664	27	13	construct	construct	VERB
ajst-5664	27	14	a	a	DET
ajst-5664	27	15	robust	robust	ADJ
ajst-5664	27	16	ontology	ontology	NOUN
ajst-5664	27	17	model	model	NOUN
ajst-5664	27	18	and	and	CCONJ
ajst-5664	27	19	design	design	VERB
ajst-5664	27	20	a	a	DET
ajst-5664	27	21	set	set	NOUN
ajst-5664	27	22	of	of	ADP
ajst-5664	27	23	good	good	ADJ
ajst-5664	27	24	information	information	NOUN
ajst-5664	27	25	extraction	extraction	NOUN
ajst-5664	27	26	algorithms	algorithm	NOUN
ajst-5664	27	27	to	to	PART
ajst-5664	27	28	effectively	effectively	ADV
ajst-5664	27	29	extract	extract	VERB
ajst-5664	27	30	fault	fault	NOUN
ajst-5664	27	31	diagnosis	diagnosis	NOUN
ajst-5664	27	32	information	information	NOUN
ajst-5664	27	33	of	of	ADP
ajst-5664	27	34	cnc	cnc	ADJ
ajst-5664	27	35	machine	machine	NOUN
ajst-5664	27	36	tools	tool	NOUN
ajst-5664	27	37	have	have	AUX
ajst-5664	27	38	become	become	VERB
ajst-5664	27	39	the	the	DET
ajst-5664	27	40	two	two	NUM
ajst-5664	27	41	research	research	NOUN
ajst-5664	27	42	focuses	focus	VERB
ajst-5664	27	43	of	of	ADP
ajst-5664	27	44	this	this	DET
ajst-5664	27	45	paper	paper	NOUN
ajst-5664	27	46	.	.	PUNCT
ajst-5664	28	1	2	2	X
ajst-5664	28	2	.	.	X
ajst-5664	28	3	source	source	NOUN
ajst-5664	28	4	data	datum	NOUN
ajst-5664	28	5	analysis	analysis	NOUN
ajst-5664	28	6	and	and	CCONJ
ajst-5664	28	7	ontology	ontology	NOUN
ajst-5664	28	8	construction	construction	NOUN
ajst-5664	28	9	2.1	2.1	NUM
ajst-5664	28	10	.	.	PUNCT
ajst-5664	29	1	feature	feature	NOUN
ajst-5664	29	2	analysis	analysis	NOUN
ajst-5664	29	3	of	of	ADP
ajst-5664	29	4	non	non	ADJ
ajst-5664	29	5	-	-	ADJ
ajst-5664	29	6	structured	structured	ADJ
ajst-5664	29	7	case	case	NOUN
ajst-5664	29	8	set	set	VERB
ajst-5664	29	9	books	book	NOUN
ajst-5664	29	10	,	,	PUNCT
ajst-5664	29	11	literature	literature	NOUN
ajst-5664	29	12	materials	material	NOUN
ajst-5664	29	13	,	,	PUNCT
ajst-5664	29	14	and	and	CCONJ
ajst-5664	29	15	maintenance	maintenance	NOUN
ajst-5664	29	16	manuals	manual	NOUN
ajst-5664	29	17	related	relate	VERB
ajst-5664	29	18	to	to	ADP
ajst-5664	29	19	the	the	DET
ajst-5664	29	20	diagnosis	diagnosis	NOUN
ajst-5664	29	21	of	of	ADP
ajst-5664	29	22	cnc	cnc	ADJ
ajst-5664	29	23	machine	machine	NOUN
ajst-5664	29	24	tool	tool	NOUN
ajst-5664	29	25	diagnosis	diagnosis	NOUN
ajst-5664	29	26	and	and	CCONJ
ajst-5664	29	27	maintenance	maintenance	NOUN
ajst-5664	29	28	are	be	AUX
ajst-5664	29	29	analyzed	analyze	VERB
ajst-5664	29	30	.	.	PUNCT
ajst-5664	30	1	these	these	DET
ajst-5664	30	2	analytical	analytical	ADJ
ajst-5664	30	3	and	and	CCONJ
ajst-5664	30	4	research	research	NOUN
ajst-5664	30	5	books	book	NOUN
ajst-5664	30	6	include	include	VERB
ajst-5664	30	7	,	,	PUNCT
ajst-5664	30	8	but	but	CCONJ
ajst-5664	30	9	are	be	AUX
ajst-5664	30	10	not	not	PART
ajst-5664	30	11	limited	limit	VERB
ajst-5664	30	12	to	to	ADP
ajst-5664	30	13	the	the	DET
ajst-5664	30	14	following	following	NOUN
ajst-5664	30	15	:	:	PUNCT
ajst-5664	30	16	"	"	PUNCT
ajst-5664	30	17	treasure	treasure	NOUN
ajst-5664	30	18	diagnosis	diagnosis	NOUN
ajst-5664	30	19	and	and	CCONJ
ajst-5664	30	20	maintenance	maintenance	NOUN
ajst-5664	30	21	examples	example	NOUN
ajst-5664	30	22	of	of	ADP
ajst-5664	30	23	cnc	cnc	ADJ
ajst-5664	30	24	machine	machine	NOUN
ajst-5664	30	25	tools	tool	NOUN
ajst-5664	30	26	"	"	PUNCT
ajst-5664	30	27	written	write	VERB
ajst-5664	30	28	by	by	ADP
ajst-5664	30	29	liu	liu	PROPN
ajst-5664	30	30	caibao	caibao	PROPN
ajst-5664	30	31	,	,	PUNCT
ajst-5664	30	32	"	"	PUNCT
ajst-5664	30	33	cnc	cnc	ADJ
ajst-5664	30	34	machine	machine	NOUN
ajst-5664	30	35	tool	tool	NOUN
ajst-5664	30	36	fault	fault	VERB
ajst-5664	30	37	diagnosis	diagnosis	NOUN
ajst-5664	30	38	and	and	CCONJ
ajst-5664	30	39	maintenance	maintenance	NOUN
ajst-5664	30	40	"	"	PUNCT
ajst-5664	30	41	written	write	VERB
ajst-5664	30	42	by	by	ADP
ajst-5664	30	43	cai	cai	PROPN
ajst-5664	30	44	bin	bin	PROPN
ajst-5664	30	45	,	,	PUNCT
ajst-5664	30	46	"	"	PUNCT
ajst-5664	30	47	deng	deng	PROPN
ajst-5664	30	48	sanpeng	sanpeng	PROPN
ajst-5664	30	49	,	,	PUNCT
ajst-5664	30	50	"	"	PUNCT
ajst-5664	30	51	500	500	NUM
ajst-5664	30	52	cases	case	NOUN
ajst-5664	30	53	of	of	ADP
ajst-5664	30	54	cnc	cnc	ADJ
ajst-5664	30	55	machine	machine	NOUN
ajst-5664	30	56	tool	tool	NOUN
ajst-5664	30	57	fault	fault	VERB
ajst-5664	30	58	diagnosis	diagnosis	NOUN
ajst-5664	30	59	and	and	CCONJ
ajst-5664	30	60	maintenance	maintenance	NOUN
ajst-5664	30	61	"	"	PUNCT
ajst-5664	30	62	written	write	VERB
ajst-5664	30	63	by	by	ADP
ajst-5664	30	64	gong	gong	PROPN
ajst-5664	30	65	zhonghua	zhonghua	PROPN
ajst-5664	30	66	,	,	PUNCT
ajst-5664	30	67	"	"	PUNCT
ajst-5664	30	68	200	200	NUM
ajst-5664	30	69	cases	case	NOUN
ajst-5664	30	70	of	of	ADP
ajst-5664	30	71	siemens	siemens	PROPN
ajst-5664	30	72	cnc	cnc	ADJ
ajst-5664	30	73	machine	machine	NOUN
ajst-5664	30	74	tools	tool	NOUN
ajst-5664	30	75	and	and	CCONJ
ajst-5664	30	76	electrical	electrical	ADJ
ajst-5664	30	77	maintenance	maintenance	NOUN
ajst-5664	30	78	"	"	PUNCT
ajst-5664	30	79	274	274	NUM
ajst-5664	30	80	written	write	VERB
ajst-5664	30	81	by	by	ADP
ajst-5664	30	82	han	han	PROPN
ajst-5664	30	83	hongzheng	hongzheng	PROPN
ajst-5664	30	84	and"cnc	and"cnc	PROPN
ajst-5664	30	85	machine	machine	NOUN
ajst-5664	30	86	tool	tool	NOUN
ajst-5664	30	87	fault	fault	VERB
ajst-5664	30	88	diagnosis	diagnosis	NOUN
ajst-5664	30	89	and	and	CCONJ
ajst-5664	30	90	repair	repair	NOUN
ajst-5664	30	91	"	"	PUNCT
ajst-5664	30	92	written	write	VERB
ajst-5664	30	93	by	by	ADP
ajst-5664	30	94	li	li	PROPN
ajst-5664	30	95	jingyan	jingyan	PROPN
ajst-5664	30	96	.	.	PUNCT
ajst-5664	31	1	the	the	DET
ajst-5664	31	2	structure	structure	NOUN
ajst-5664	31	3	of	of	ADP
ajst-5664	31	4	the	the	DET
ajst-5664	31	5	machine	machine	NOUN
ajst-5664	31	6	tool	tool	NOUN
ajst-5664	31	7	failure	failure	NOUN
ajst-5664	31	8	case	case	NOUN
ajst-5664	31	9	,	,	PUNCT
ajst-5664	31	10	which	which	PRON
ajst-5664	31	11	contains	contain	VERB
ajst-5664	31	12	four	four	NUM
ajst-5664	31	13	major	major	ADJ
ajst-5664	31	14	parts	part	NOUN
ajst-5664	31	15	,	,	PUNCT
ajst-5664	31	16	namely	namely	ADV
ajst-5664	31	17	device	device	NOUN
ajst-5664	31	18	information	information	NOUN
ajst-5664	31	19	,	,	PUNCT
ajst-5664	31	20	fault	fault	VERB
ajst-5664	31	21	symptom	symptom	NOUN
ajst-5664	31	22	information	information	NOUN
ajst-5664	31	23	,	,	PUNCT
ajst-5664	31	24	fault	fault	VERB
ajst-5664	31	25	analysis	analysis	NOUN
ajst-5664	31	26	information	information	NOUN
ajst-5664	31	27	and	and	CCONJ
ajst-5664	31	28	fault	fault	VERB
ajst-5664	31	29	measure	measure	NOUN
ajst-5664	31	30	information	information	NOUN
ajst-5664	31	31	,	,	PUNCT
ajst-5664	31	32	is	be	AUX
ajst-5664	31	33	summarized	summarize	VERB
ajst-5664	31	34	.	.	PUNCT
ajst-5664	32	1	according	accord	VERB
ajst-5664	32	2	to	to	ADP
ajst-5664	32	3	the	the	DET
ajst-5664	32	4	characteristics	characteristic	NOUN
ajst-5664	32	5	of	of	ADP
ajst-5664	32	6	each	each	DET
ajst-5664	32	7	part	part	NOUN
ajst-5664	32	8	of	of	ADP
ajst-5664	32	9	the	the	DET
ajst-5664	32	10	information	information	NOUN
ajst-5664	32	11	,	,	PUNCT
ajst-5664	32	12	the	the	DET
ajst-5664	32	13	main	main	ADJ
ajst-5664	32	14	feature	feature	NOUN
ajst-5664	32	15	information	information	NOUN
ajst-5664	32	16	in	in	ADP
ajst-5664	32	17	the	the	DET
ajst-5664	32	18	content	content	NOUN
ajst-5664	32	19	and	and	CCONJ
ajst-5664	32	20	format	format	NOUN
ajst-5664	32	21	of	of	ADP
ajst-5664	32	22	each	each	DET
ajst-5664	32	23	part	part	NOUN
ajst-5664	32	24	of	of	ADP
ajst-5664	32	25	the	the	DET
ajst-5664	32	26	information	information	NOUN
ajst-5664	32	27	is	be	AUX
ajst-5664	32	28	summarized	summarize	VERB
ajst-5664	32	29	and	and	CCONJ
ajst-5664	32	30	summarized	summarize	VERB
ajst-5664	32	31	.	.	PUNCT
ajst-5664	33	1	it	it	PRON
ajst-5664	33	2	presents	present	VERB
ajst-5664	33	3	the	the	DET
ajst-5664	33	4	following	following	ADJ
ajst-5664	33	5	characteristics	characteristic	NOUN
ajst-5664	33	6	:	:	PUNCT
ajst-5664	33	7	1	1	X
ajst-5664	33	8	.	.	X
ajst-5664	33	9	one	one	NUM
ajst-5664	33	10	or	or	CCONJ
ajst-5664	33	11	two	two	NUM
ajst-5664	33	12	types	type	NOUN
ajst-5664	33	13	of	of	ADP
ajst-5664	33	14	information	information	NOUN
ajst-5664	33	15	,	,	PUNCT
ajst-5664	33	16	including	include	VERB
ajst-5664	33	17	the	the	DET
ajst-5664	33	18	cnc	cnc	ADJ
ajst-5664	33	19	system	system	NOUN
ajst-5664	33	20	type	type	NOUN
ajst-5664	33	21	and	and	CCONJ
ajst-5664	33	22	the	the	DET
ajst-5664	33	23	machine	machine	NOUN
ajst-5664	33	24	tool	tool	NOUN
ajst-5664	33	25	type	type	NOUN
ajst-5664	33	26	,	,	PUNCT
ajst-5664	33	27	in	in	ADP
ajst-5664	33	28	the	the	DET
ajst-5664	33	29	device	device	NOUN
ajst-5664	33	30	information	information	NOUN
ajst-5664	33	31	is	be	AUX
ajst-5664	33	32	explained	explain	VERB
ajst-5664	33	33	.	.	PUNCT
ajst-5664	34	1	in	in	ADP
ajst-5664	34	2	addition	addition	NOUN
ajst-5664	34	3	,	,	PUNCT
ajst-5664	34	4	the	the	DET
ajst-5664	34	5	data	data	NOUN
ajst-5664	34	6	types	type	NOUN
ajst-5664	34	7	of	of	ADP
ajst-5664	34	8	cnc	cnc	ADJ
ajst-5664	34	9	system	system	NOUN
ajst-5664	34	10	type	type	NOUN
ajst-5664	34	11	information	information	NOUN
ajst-5664	34	12	and	and	CCONJ
ajst-5664	34	13	machine	machine	NOUN
ajst-5664	34	14	tool	tool	NOUN
ajst-5664	34	15	type	type	NOUN
ajst-5664	34	16	information	information	NOUN
ajst-5664	34	17	are	be	AUX
ajst-5664	34	18	nouns	noun	NOUN
ajst-5664	34	19	.	.	PUNCT
ajst-5664	35	1	for	for	ADP
ajst-5664	35	2	example	example	NOUN
ajst-5664	35	3	,	,	PUNCT
ajst-5664	35	4	the	the	DET
ajst-5664	35	5	device	device	NOUN
ajst-5664	35	6	information-"vmc-850	information-"vmc-850	VERB
ajst-5664	35	7	stand	stand	VERB
ajst-5664	35	8	-	-	PUNCT
ajst-5664	35	9	up	up	ADP
ajst-5664	35	10	processing	processing	NOUN
ajst-5664	35	11	center	center	NOUN
ajst-5664	35	12	with	with	ADP
ajst-5664	35	13	fanuc	fanuc	PROPN
ajst-5664	35	14	0ic	0ic	ADJ
ajst-5664	35	15	0ic	0ic	ADJ
ajst-5664	35	16	system	system	NOUN
ajst-5664	35	17	"	"	PUNCT
ajst-5664	35	18	contains	contain	VERB
ajst-5664	35	19	the	the	DET
ajst-5664	35	20	cnc	cnc	ADJ
ajst-5664	35	21	system	system	NOUN
ajst-5664	35	22	information-"fanuc	information-"fanuc	PRON
ajst-5664	35	23	0ic	0ic	ADJ
ajst-5664	35	24	system	system	NOUN
ajst-5664	35	25	"	"	PUNCT
ajst-5664	35	26	and	and	CCONJ
ajst-5664	35	27	the	the	DET
ajst-5664	35	28	machine	machine	NOUN
ajst-5664	35	29	tool	tool	NOUN
ajst-5664	35	30	type	type	NOUN
ajst-5664	35	31	information-"vmc-850	information-"vmc-850	ADJ
ajst-5664	35	32	establishment	establishment	NOUN
ajst-5664	35	33	processing	processing	NOUN
ajst-5664	35	34	center	center	NOUN
ajst-5664	35	35	"	"	PUNCT
ajst-5664	35	36	;	;	PUNCT
ajst-5664	35	37	the	the	DET
ajst-5664	35	38	device	device	NOUN
ajst-5664	35	39	information"siemens	information"siemen	VERB
ajst-5664	35	40	802d	802d	NUM
ajst-5664	35	41	processing	processing	NOUN
ajst-5664	35	42	center	center	NOUN
ajst-5664	35	43	"	"	PUNCT
ajst-5664	35	44	contains	contain	VERB
ajst-5664	35	45	only	only	ADV
ajst-5664	35	46	the	the	DET
ajst-5664	35	47	cnc	cnc	ADJ
ajst-5664	35	48	type	type	NOUN
ajst-5664	35	49	information-"siemens	information-"siemen	VERB
ajst-5664	35	50	802d	802d	PROPN
ajst-5664	35	51	processing	processing	NOUN
ajst-5664	35	52	center	center	NOUN
ajst-5664	35	53	"	"	PUNCT
ajst-5664	35	54	;	;	PUNCT
ajst-5664	35	55	the	the	DET
ajst-5664	35	56	device	device	NOUN
ajst-5664	35	57	information-"certain	information-"certain	AUX
ajst-5664	35	58	cnc	cnc	ADJ
ajst-5664	35	59	machine	machine	NOUN
ajst-5664	35	60	tools	tool	NOUN
ajst-5664	35	61	"	"	PUNCT
ajst-5664	35	62	contains	contain	VERB
ajst-5664	35	63	only	only	ADV
ajst-5664	35	64	the	the	DET
ajst-5664	35	65	machine	machine	NOUN
ajst-5664	35	66	tool	tool	NOUN
ajst-5664	35	67	type	type	NOUN
ajst-5664	35	68	information-"cnc	information-"cnc	ADJ
ajst-5664	35	69	machine	machine	NOUN
ajst-5664	35	70	tools	tool	NOUN
ajst-5664	35	71	"	"	PUNCT
ajst-5664	35	72	.	.	PUNCT
ajst-5664	36	1	2	2	X
ajst-5664	36	2	.	.	X
ajst-5664	36	3	the	the	DET
ajst-5664	36	4	fault	fault	NOUN
ajst-5664	36	5	symptom	symptom	NOUN
ajst-5664	36	6	information	information	NOUN
ajst-5664	36	7	briefly	briefly	NOUN
ajst-5664	36	8	describes	describe	VERB
ajst-5664	36	9	the	the	DET
ajst-5664	36	10	fault	fault	NOUN
ajst-5664	36	11	phenomenon	phenomenon	NOUN
ajst-5664	36	12	,	,	PUNCT
ajst-5664	36	13	which	which	PRON
ajst-5664	36	14	is	be	AUX
ajst-5664	36	15	characterized	characterize	VERB
ajst-5664	36	16	by	by	ADP
ajst-5664	36	17	explaining	explain	VERB
ajst-5664	36	18	one	one	NUM
ajst-5664	36	19	or	or	CCONJ
ajst-5664	36	20	more	more	ADJ
ajst-5664	36	21	fault	fault	NOUN
ajst-5664	36	22	location	location	NOUN
ajst-5664	36	23	information	information	NOUN
ajst-5664	36	24	.	.	PUNCT
ajst-5664	37	1	in	in	ADP
ajst-5664	37	2	addition	addition	NOUN
ajst-5664	37	3	,	,	PUNCT
ajst-5664	37	4	the	the	DET
ajst-5664	37	5	data	data	NOUN
ajst-5664	37	6	types	type	NOUN
ajst-5664	37	7	of	of	ADP
ajst-5664	37	8	faulty	faulty	ADJ
ajst-5664	37	9	symptom	symptom	NOUN
ajst-5664	37	10	information	information	NOUN
ajst-5664	37	11	are	be	AUX
ajst-5664	37	12	mostly	mostly	ADV
ajst-5664	37	13	complex	complex	ADJ
ajst-5664	37	14	text	text	NOUN
ajst-5664	37	15	,	,	PUNCT
ajst-5664	37	16	and	and	CCONJ
ajst-5664	37	17	the	the	DET
ajst-5664	37	18	data	datum	NOUN
ajst-5664	37	19	types	type	NOUN
ajst-5664	37	20	of	of	ADP
ajst-5664	37	21	the	the	DET
ajst-5664	37	22	fault	fault	NOUN
ajst-5664	37	23	position	position	NOUN
ajst-5664	37	24	information	information	NOUN
ajst-5664	37	25	are	be	AUX
ajst-5664	37	26	mostly	mostly	ADV
ajst-5664	37	27	noun	noun	NOUN
ajst-5664	37	28	phrases	phrase	NOUN
ajst-5664	37	29	.	.	PUNCT
ajst-5664	38	1	for	for	ADP
ajst-5664	38	2	example	example	NOUN
ajst-5664	38	3	,	,	PUNCT
ajst-5664	38	4	the	the	DET
ajst-5664	38	5	faulty	faulty	ADJ
ajst-5664	38	6	symptom	symptom	NOUN
ajst-5664	38	7	information	information	NOUN
ajst-5664	38	8	"	"	PUNCT
ajst-5664	38	9	the	the	DET
ajst-5664	38	10	running	run	VERB
ajst-5664	38	11	x	x	ADJ
ajst-5664	38	12	-	-	ADJ
ajst-5664	38	13	axis	axis	ADJ
ajst-5664	38	14	operation	operation	NOUN
ajst-5664	38	15	is	be	AUX
ajst-5664	38	16	unstable	unstable	ADJ
ajst-5664	38	17	when	when	SCONJ
ajst-5664	38	18	the	the	DET
ajst-5664	38	19	machine	machine	NOUN
ajst-5664	38	20	is	be	AUX
ajst-5664	38	21	running	run	VERB
ajst-5664	38	22	,	,	PUNCT
ajst-5664	38	23	and	and	CCONJ
ajst-5664	38	24	the	the	DET
ajst-5664	38	25	specific	specific	ADJ
ajst-5664	38	26	manifestation	manifestation	NOUN
ajst-5664	38	27	is	be	AUX
ajst-5664	38	28	that	that	SCONJ
ajst-5664	38	29	when	when	SCONJ
ajst-5664	38	30	the	the	DET
ajst-5664	38	31	xaxis	xaxis	PROPN
ajst-5664	38	32	stops	stop	VERB
ajst-5664	38	33	at	at	ADP
ajst-5664	38	34	a	a	DET
ajst-5664	38	35	certain	certain	ADJ
ajst-5664	38	36	position	position	NOUN
ajst-5664	38	37	,	,	PUNCT
ajst-5664	38	38	it	it	PRON
ajst-5664	38	39	can	can	AUX
ajst-5664	38	40	not	not	PART
ajst-5664	38	41	stop	stop	VERB
ajst-5664	38	42	.	.	PUNCT
ajst-5664	38	43	"	"	PUNCT
ajst-5664	39	1	contains	contain	VERB
ajst-5664	39	2	one	one	NUM
ajst-5664	39	3	fault	fault	NOUN
ajst-5664	39	4	position	position	NOUN
ajst-5664	39	5	information-"x	information-"x	NOUN
ajst-5664	39	6	-	-	PUNCT
ajst-5664	39	7	axis	axis	NOUN
ajst-5664	39	8	"	"	PUNCT
ajst-5664	39	9	;	;	PUNCT
ajst-5664	39	10	the	the	DET
ajst-5664	39	11	symptom	symptom	NOUN
ajst-5664	39	12	information-"during	information-"dure	VERB
ajst-5664	39	13	the	the	DET
ajst-5664	39	14	work	work	NOUN
ajst-5664	39	15	process	process	NOUN
ajst-5664	39	16	,	,	PUNCT
ajst-5664	39	17	the	the	DET
ajst-5664	39	18	mechanical	mechanical	ADJ
ajst-5664	39	19	shift	shift	NOUN
ajst-5664	39	20	slip	slip	NOUN
ajst-5664	39	21	gear	gear	NOUN
ajst-5664	39	22	in	in	ADP
ajst-5664	39	23	the	the	DET
ajst-5664	39	24	main	main	ADJ
ajst-5664	39	25	spindle	spindle	NOUN
ajst-5664	39	26	box	box	NOUN
ajst-5664	39	27	is	be	AUX
ajst-5664	39	28	automatically	automatically	ADV
ajst-5664	39	29	separated	separate	VERB
ajst-5664	39	30	from	from	ADP
ajst-5664	39	31	meshing	meshing	NOUN
ajst-5664	39	32	,	,	PUNCT
ajst-5664	39	33	and	and	CCONJ
ajst-5664	39	34	main	main	ADJ
ajst-5664	39	35	spindle	spindle	NOUN
ajst-5664	39	36	stops	stop	VERB
ajst-5664	39	37	.	.	PUNCT
ajst-5664	39	38	"	"	PUNCT
ajst-5664	39	39	contains	contain	VERB
ajst-5664	39	40	three	three	NUM
ajst-5664	39	41	pieces	piece	NOUN
ajst-5664	39	42	of	of	ADP
ajst-5664	39	43	fault	fault	NOUN
ajst-5664	39	44	position	position	VERB
ajst-5664	39	45	information-"the	information-"the	DET
ajst-5664	39	46	main	main	ADJ
ajst-5664	39	47	spindle	spindle	NOUN
ajst-5664	39	48	box	box	NOUN
ajst-5664	39	49	"	"	PUNCT
ajst-5664	39	50	,	,	PUNCT
ajst-5664	39	51	"	"	PUNCT
ajst-5664	39	52	the	the	DET
ajst-5664	39	53	mechanical	mechanical	ADJ
ajst-5664	39	54	shift	shift	NOUN
ajst-5664	39	55	slip	slip	NOUN
ajst-5664	39	56	gear	gear	NOUN
ajst-5664	39	57	"	"	PUNCT
ajst-5664	39	58	and	and	CCONJ
ajst-5664	39	59	"	"	PUNCT
ajst-5664	39	60	main	main	ADJ
ajst-5664	39	61	spindle	spindle	NOUN
ajst-5664	39	62	"	"	PUNCT
ajst-5664	39	63	.	.	PUNCT
ajst-5664	40	1	3	3	X
ajst-5664	40	2	.	.	X
ajst-5664	40	3	in	in	ADP
ajst-5664	40	4	the	the	DET
ajst-5664	40	5	fault	fault	NOUN
ajst-5664	40	6	analysis	analysis	NOUN
ajst-5664	40	7	information	information	NOUN
ajst-5664	40	8	,	,	PUNCT
ajst-5664	40	9	the	the	DET
ajst-5664	40	10	cause	cause	NOUN
ajst-5664	40	11	of	of	ADP
ajst-5664	40	12	the	the	DET
ajst-5664	40	13	possible	possible	ADJ
ajst-5664	40	14	failure	failure	NOUN
ajst-5664	40	15	was	be	AUX
ajst-5664	40	16	investigated	investigate	VERB
ajst-5664	40	17	one	one	NUM
ajst-5664	40	18	by	by	ADP
ajst-5664	40	19	one	one	NUM
ajst-5664	40	20	,	,	PUNCT
ajst-5664	40	21	and	and	CCONJ
ajst-5664	40	22	finally	finally	ADV
ajst-5664	40	23	the	the	DET
ajst-5664	40	24	cause	cause	NOUN
ajst-5664	40	25	of	of	ADP
ajst-5664	40	26	the	the	DET
ajst-5664	40	27	real	real	ADJ
ajst-5664	40	28	fault	fault	NOUN
ajst-5664	40	29	was	be	AUX
ajst-5664	40	30	locked	lock	VERB
ajst-5664	40	31	according	accord	VERB
ajst-5664	40	32	to	to	ADP
ajst-5664	40	33	the	the	DET
ajst-5664	40	34	investigation	investigation	NOUN
ajst-5664	40	35	information	information	NOUN
ajst-5664	40	36	.	.	PUNCT
ajst-5664	41	1	the	the	DET
ajst-5664	41	2	important	important	ADJ
ajst-5664	41	3	feature	feature	NOUN
ajst-5664	41	4	of	of	ADP
ajst-5664	41	5	fault	fault	NOUN
ajst-5664	41	6	analysis	analysis	NOUN
ajst-5664	41	7	information	information	NOUN
ajst-5664	41	8	.	.	PUNCT
ajst-5664	42	1	one	one	NUM
ajst-5664	42	2	or	or	CCONJ
ajst-5664	42	3	more	more	ADJ
ajst-5664	42	4	pieces	piece	NOUN
ajst-5664	42	5	of	of	ADP
ajst-5664	42	6	fault	fault	NOUN
ajst-5664	42	7	cause	cause	VERB
ajst-5664	42	8	information	information	NOUN
ajst-5664	42	9	and	and	CCONJ
ajst-5664	42	10	one	one	NUM
ajst-5664	42	11	or	or	CCONJ
ajst-5664	42	12	more	more	ADJ
ajst-5664	42	13	pieces	piece	NOUN
ajst-5664	42	14	of	of	ADP
ajst-5664	42	15	fault	fault	NOUN
ajst-5664	42	16	locating	locate	VERB
ajst-5664	42	17	information	information	NOUN
ajst-5664	42	18	are	be	AUX
ajst-5664	42	19	given	give	VERB
ajst-5664	42	20	by	by	ADP
ajst-5664	42	21	fault	fault	NOUN
ajst-5664	42	22	analysis	analysis	NOUN
ajst-5664	42	23	information	information	NOUN
ajst-5664	42	24	,	,	PUNCT
ajst-5664	42	25	which	which	PRON
ajst-5664	42	26	is	be	AUX
ajst-5664	42	27	one	one	NUM
ajst-5664	42	28	of	of	ADP
ajst-5664	42	29	the	the	DET
ajst-5664	42	30	essential	essential	ADJ
ajst-5664	42	31	features	feature	NOUN
ajst-5664	42	32	of	of	ADP
ajst-5664	42	33	it	it	PRON
ajst-5664	42	34	.	.	PUNCT
ajst-5664	43	1	in	in	ADP
ajst-5664	43	2	addition	addition	NOUN
ajst-5664	43	3	,	,	PUNCT
ajst-5664	43	4	the	the	DET
ajst-5664	43	5	data	data	NOUN
ajst-5664	43	6	type	type	NOUN
ajst-5664	43	7	of	of	ADP
ajst-5664	43	8	fault	fault	NOUN
ajst-5664	43	9	analysis	analysis	NOUN
ajst-5664	43	10	information	information	NOUN
ajst-5664	43	11	is	be	AUX
ajst-5664	43	12	complex	complex	ADJ
ajst-5664	43	13	text	text	NOUN
ajst-5664	43	14	,	,	PUNCT
ajst-5664	43	15	and	and	CCONJ
ajst-5664	43	16	the	the	DET
ajst-5664	43	17	data	datum	NOUN
ajst-5664	43	18	types	type	NOUN
ajst-5664	43	19	of	of	ADP
ajst-5664	43	20	the	the	DET
ajst-5664	43	21	fault	fault	NOUN
ajst-5664	43	22	cause	cause	VERB
ajst-5664	43	23	information	information	NOUN
ajst-5664	43	24	and	and	CCONJ
ajst-5664	43	25	the	the	DET
ajst-5664	43	26	fault	fault	NOUN
ajst-5664	43	27	locating	locate	VERB
ajst-5664	43	28	information	information	NOUN
ajst-5664	43	29	are	be	AUX
ajst-5664	43	30	mostly	mostly	ADV
ajst-5664	43	31	a	a	DET
ajst-5664	43	32	data	data	NOUN
ajst-5664	43	33	form	form	NOUN
ajst-5664	43	34	that	that	PRON
ajst-5664	43	35	combines	combine	VERB
ajst-5664	43	36	phrases	phrase	NOUN
ajst-5664	43	37	or	or	CCONJ
ajst-5664	43	38	long	long	ADJ
ajst-5664	43	39	sentences	sentence	NOUN
ajst-5664	43	40	.	.	PUNCT
ajst-5664	44	1	for	for	ADP
ajst-5664	44	2	example	example	NOUN
ajst-5664	44	3	,	,	PUNCT
ajst-5664	44	4	fault	fault	VERB
ajst-5664	44	5	analysis	analysis	NOUN
ajst-5664	44	6	information-"the	information-"the	DET
ajst-5664	44	7	shape	shape	NOUN
ajst-5664	44	8	and	and	CCONJ
ajst-5664	44	9	accuracy	accuracy	NOUN
ajst-5664	44	10	of	of	ADP
ajst-5664	44	11	the	the	DET
ajst-5664	44	12	parts	part	NOUN
ajst-5664	44	13	during	during	ADP
ajst-5664	44	14	processing	processing	NOUN
ajst-5664	44	15	can	can	AUX
ajst-5664	44	16	not	not	PART
ajst-5664	44	17	be	be	AUX
ajst-5664	44	18	guaranteed	guarantee	VERB
ajst-5664	44	19	.	.	PUNCT
ajst-5664	45	1	the	the	DET
ajst-5664	45	2	common	common	ADJ
ajst-5664	45	3	reason	reason	NOUN
ajst-5664	45	4	is	be	AUX
ajst-5664	45	5	that	that	SCONJ
ajst-5664	45	6	the	the	DET
ajst-5664	45	7	fault	fault	NOUN
ajst-5664	45	8	accuracy	accuracy	NOUN
ajst-5664	45	9	of	of	ADP
ajst-5664	45	10	the	the	DET
ajst-5664	45	11	transmission	transmission	NOUN
ajst-5664	45	12	mechanism	mechanism	NOUN
ajst-5664	45	13	or	or	CCONJ
ajst-5664	45	14	the	the	DET
ajst-5664	45	15	rail	rail	NOUN
ajst-5664	45	16	fault	fault	NOUN
ajst-5664	45	17	accuracy	accuracy	NOUN
ajst-5664	45	18	is	be	AUX
ajst-5664	45	19	decreased	decrease	VERB
ajst-5664	45	20	.	.	PUNCT
ajst-5664	46	1	failure	failure	NOUN
ajst-5664	46	2	positioning	positioning	NOUN
ajst-5664	46	3	:	:	PUNCT
ajst-5664	46	4	①	①	NUM
ajst-5664	46	5	observe	observe	VERB
ajst-5664	46	6	appearance	appearance	NOUN
ajst-5664	46	7	.	.	PUNCT
ajst-5664	47	1	there	there	PRON
ajst-5664	47	2	are	be	VERB
ajst-5664	47	3	no	no	DET
ajst-5664	47	4	obvious	obvious	ADJ
ajst-5664	47	5	signs	sign	NOUN
ajst-5664	47	6	of	of	ADP
ajst-5664	47	7	damage	damage	NOUN
ajst-5664	47	8	to	to	ADP
ajst-5664	47	9	the	the	DET
ajst-5664	47	10	sliding	slide	VERB
ajst-5664	47	11	part	part	NOUN
ajst-5664	47	12	and	and	CCONJ
ajst-5664	47	13	the	the	DET
ajst-5664	47	14	plastic	plastic	NOUN
ajst-5664	47	15	rail	rail	NOUN
ajst-5664	47	16	.	.	PUNCT
ajst-5664	48	1	②	②	NUM
ajst-5664	48	2	observe	observe	VERB
ajst-5664	48	3	accuracy	accuracy	NOUN
ajst-5664	48	4	.	.	PUNCT
ajst-5664	49	1	the	the	DET
ajst-5664	49	2	sliding	slide	VERB
ajst-5664	49	3	part	part	NOUN
ajst-5664	49	4	of	of	ADP
ajst-5664	49	5	the	the	DET
ajst-5664	49	6	cast	cast	ADJ
ajst-5664	49	7	iron	iron	NOUN
ajst-5664	49	8	guide	guide	NOUN
ajst-5664	49	9	rails	rail	NOUN
ajst-5664	49	10	are	be	AUX
ajst-5664	49	11	maintained	maintain	VERB
ajst-5664	49	12	normally	normally	ADV
ajst-5664	49	13	,	,	PUNCT
ajst-5664	49	14	and	and	CCONJ
ajst-5664	49	15	the	the	DET
ajst-5664	49	16	accuracy	accuracy	NOUN
ajst-5664	49	17	of	of	ADP
ajst-5664	49	18	the	the	DET
ajst-5664	49	19	plastic	plastic	NOUN
ajst-5664	49	20	rail	rail	NOUN
ajst-5664	49	21	part	part	NOUN
ajst-5664	49	22	has	have	AUX
ajst-5664	49	23	decreased	decrease	VERB
ajst-5664	49	24	.	.	PUNCT
ajst-5664	49	25	③	③	NUM
ajst-5664	50	1	according	accord	VERB
ajst-5664	50	2	to	to	ADP
ajst-5664	50	3	the	the	DET
ajst-5664	50	4	inspection	inspection	NOUN
ajst-5664	50	5	results	result	NOUN
ajst-5664	50	6	and	and	CCONJ
ajst-5664	50	7	inferences	inference	NOUN
ajst-5664	50	8	,	,	PUNCT
ajst-5664	50	9	due	due	ADP
ajst-5664	50	10	to	to	ADP
ajst-5664	50	11	the	the	DET
ajst-5664	50	12	decline	decline	NOUN
ajst-5664	50	13	in	in	ADP
ajst-5664	50	14	the	the	DET
ajst-5664	50	15	precision	precision	NOUN
ajst-5664	50	16	of	of	ADP
ajst-5664	50	17	the	the	DET
ajst-5664	50	18	guide	guide	NOUN
ajst-5664	50	19	rail	rail	NOUN
ajst-5664	50	20	on	on	ADP
ajst-5664	50	21	the	the	DET
ajst-5664	50	22	plastic	plastic	ADJ
ajst-5664	50	23	part	part	NOUN
ajst-5664	50	24	,	,	PUNCT
ajst-5664	50	25	the	the	DET
ajst-5664	50	26	accuracy	accuracy	NOUN
ajst-5664	50	27	of	of	ADP
ajst-5664	50	28	the	the	DET
ajst-5664	50	29	workbench	workbench	NOUN
ajst-5664	50	30	has	have	AUX
ajst-5664	50	31	decreased	decrease	VERB
ajst-5664	50	32	.	.	PUNCT
ajst-5664	51	1	causes	cause	VERB
ajst-5664	51	2	the	the	DET
ajst-5664	51	3	shape	shape	NOUN
ajst-5664	51	4	of	of	ADP
ajst-5664	51	5	the	the	DET
ajst-5664	51	6	processing	processing	NOUN
ajst-5664	51	7	parts	part	NOUN
ajst-5664	51	8	to	to	PART
ajst-5664	51	9	decrease	decrease	VERB
ajst-5664	51	10	"	"	PUNCT
ajst-5664	51	11	contains	contain	VERB
ajst-5664	51	12	2	2	NUM
ajst-5664	51	13	pieces	piece	NOUN
ajst-5664	51	14	of	of	ADP
ajst-5664	51	15	faulty	faulty	ADJ
ajst-5664	51	16	cause	cause	NOUN
ajst-5664	51	17	information-"driving	information-"drive	VERB
ajst-5664	51	18	mechanism	mechanism	NOUN
ajst-5664	51	19	failure	failure	NOUN
ajst-5664	51	20	"	"	PUNCT
ajst-5664	51	21	and	and	CCONJ
ajst-5664	51	22	"	"	PUNCT
ajst-5664	51	23	guide	guide	VERB
ajst-5664	51	24	track	track	NOUN
ajst-5664	51	25	failure	failure	NOUN
ajst-5664	51	26	accuracy	accuracy	NOUN
ajst-5664	51	27	decreases	decrease	VERB
ajst-5664	51	28	"	"	PUNCT
ajst-5664	51	29	and	and	CCONJ
ajst-5664	51	30	3	3	NUM
ajst-5664	51	31	pieces	piece	NOUN
ajst-5664	51	32	of	of	ADP
ajst-5664	51	33	fault	fault	NOUN
ajst-5664	51	34	locating	locate	VERB
ajst-5664	51	35	information-"observe	information-"observe	PROPN
ajst-5664	51	36	appearance	appearance	NOUN
ajst-5664	51	37	.	.	PUNCT
ajst-5664	52	1	there	there	PRON
ajst-5664	52	2	are	be	VERB
ajst-5664	52	3	no	no	DET
ajst-5664	52	4	obvious	obvious	ADJ
ajst-5664	52	5	signs	sign	NOUN
ajst-5664	52	6	of	of	ADP
ajst-5664	52	7	damage	damage	NOUN
ajst-5664	52	8	to	to	ADP
ajst-5664	52	9	the	the	DET
ajst-5664	52	10	sliding	slide	VERB
ajst-5664	52	11	part	part	NOUN
ajst-5664	52	12	and	and	CCONJ
ajst-5664	52	13	the	the	DET
ajst-5664	52	14	plastic	plastic	NOUN
ajst-5664	52	15	rail	rail	NOUN
ajst-5664	52	16	"	"	PUNCT
ajst-5664	52	17	,	,	PUNCT
ajst-5664	52	18	"	"	PUNCT
ajst-5664	52	19	observe	observe	VERB
ajst-5664	52	20	accuracy	accuracy	NOUN
ajst-5664	52	21	.	.	PUNCT
ajst-5664	53	1	the	the	DET
ajst-5664	53	2	sliding	slide	VERB
ajst-5664	53	3	part	part	NOUN
ajst-5664	53	4	of	of	ADP
ajst-5664	53	5	the	the	DET
ajst-5664	53	6	cast	cast	ADJ
ajst-5664	53	7	iron	iron	NOUN
ajst-5664	53	8	guide	guide	NOUN
ajst-5664	53	9	rails	rail	NOUN
ajst-5664	53	10	are	be	AUX
ajst-5664	53	11	maintained	maintain	VERB
ajst-5664	53	12	normally	normally	ADV
ajst-5664	53	13	,	,	PUNCT
ajst-5664	53	14	and	and	CCONJ
ajst-5664	53	15	the	the	DET
ajst-5664	53	16	accuracy	accuracy	NOUN
ajst-5664	53	17	of	of	ADP
ajst-5664	53	18	the	the	DET
ajst-5664	53	19	plastic	plastic	NOUN
ajst-5664	53	20	rail	rail	NOUN
ajst-5664	53	21	part	part	NOUN
ajst-5664	53	22	has	have	AUX
ajst-5664	53	23	decreased	decrease	VERB
ajst-5664	53	24	"	"	PUNCT
ajst-5664	53	25	and	and	CCONJ
ajst-5664	53	26	"	"	PUNCT
ajst-5664	53	27	according	accord	VERB
ajst-5664	53	28	to	to	ADP
ajst-5664	53	29	the	the	DET
ajst-5664	53	30	inspection	inspection	NOUN
ajst-5664	53	31	results	result	NOUN
ajst-5664	53	32	and	and	CCONJ
ajst-5664	53	33	inferences	inference	NOUN
ajst-5664	53	34	,	,	PUNCT
ajst-5664	53	35	due	due	ADP
ajst-5664	53	36	to	to	ADP
ajst-5664	53	37	the	the	DET
ajst-5664	53	38	decline	decline	NOUN
ajst-5664	53	39	in	in	ADP
ajst-5664	53	40	the	the	DET
ajst-5664	53	41	precision	precision	NOUN
ajst-5664	53	42	of	of	ADP
ajst-5664	53	43	the	the	DET
ajst-5664	53	44	guide	guide	NOUN
ajst-5664	53	45	rail	rail	NOUN
ajst-5664	53	46	on	on	ADP
ajst-5664	53	47	the	the	DET
ajst-5664	53	48	plastic	plastic	ADJ
ajst-5664	53	49	part	part	NOUN
ajst-5664	53	50	,	,	PUNCT
ajst-5664	53	51	the	the	DET
ajst-5664	53	52	accuracy	accuracy	NOUN
ajst-5664	53	53	of	of	ADP
ajst-5664	53	54	the	the	DET
ajst-5664	53	55	workbench	workbench	NOUN
ajst-5664	53	56	has	have	AUX
ajst-5664	53	57	decreased	decrease	VERB
ajst-5664	53	58	.	.	PUNCT
ajst-5664	54	1	causes	cause	VERB
ajst-5664	54	2	the	the	DET
ajst-5664	54	3	shape	shape	NOUN
ajst-5664	54	4	of	of	ADP
ajst-5664	54	5	the	the	DET
ajst-5664	54	6	processing	processing	NOUN
ajst-5664	54	7	parts	part	NOUN
ajst-5664	54	8	to	to	PART
ajst-5664	54	9	decrease	decrease	VERB
ajst-5664	54	10	.	.	PUNCT
ajst-5664	54	11	"	"	PUNCT
ajst-5664	55	1	4	4	X
ajst-5664	55	2	.	.	PUNCT
ajst-5664	56	1	the	the	DET
ajst-5664	56	2	content	content	NOUN
ajst-5664	56	3	of	of	ADP
ajst-5664	56	4	the	the	DET
ajst-5664	56	5	fault	fault	NOUN
ajst-5664	56	6	measure	measure	NOUN
ajst-5664	56	7	information	information	NOUN
ajst-5664	56	8	is	be	AUX
ajst-5664	56	9	how	how	SCONJ
ajst-5664	56	10	to	to	PART
ajst-5664	56	11	take	take	VERB
ajst-5664	56	12	the	the	DET
ajst-5664	56	13	correct	correct	ADJ
ajst-5664	56	14	measures	measure	NOUN
ajst-5664	56	15	to	to	PART
ajst-5664	56	16	eliminate	eliminate	VERB
ajst-5664	56	17	the	the	DET
ajst-5664	56	18	fault	fault	NOUN
ajst-5664	56	19	after	after	ADP
ajst-5664	56	20	analyzing	analyze	VERB
ajst-5664	56	21	the	the	DET
ajst-5664	56	22	cause	cause	NOUN
ajst-5664	56	23	of	of	ADP
ajst-5664	56	24	the	the	DET
ajst-5664	56	25	fault	fault	NOUN
ajst-5664	56	26	.	.	PUNCT
ajst-5664	57	1	and	and	CCONJ
ajst-5664	57	2	the	the	DET
ajst-5664	57	3	data	data	NOUN
ajst-5664	57	4	type	type	NOUN
ajst-5664	57	5	of	of	ADP
ajst-5664	57	6	fault	fault	NOUN
ajst-5664	57	7	measure	measure	NOUN
ajst-5664	57	8	information	information	NOUN
ajst-5664	57	9	is	be	AUX
ajst-5664	57	10	complex	complex	ADJ
ajst-5664	57	11	text	text	NOUN
ajst-5664	57	12	.	.	PUNCT
ajst-5664	58	1	for	for	ADP
ajst-5664	58	2	example	example	NOUN
ajst-5664	58	3	,	,	PUNCT
ajst-5664	58	4	"	"	PUNCT
ajst-5664	58	5	please	please	INTJ
ajst-5664	58	6	replace	replace	VERB
ajst-5664	58	7	the	the	DET
ajst-5664	58	8	built	build	VERB
ajst-5664	58	9	-	-	PUNCT
ajst-5664	58	10	in	in	ADP
ajst-5664	58	11	encoder	encoder	NOUN
ajst-5664	58	12	of	of	ADP
ajst-5664	58	13	the	the	DET
ajst-5664	58	14	servo	servo	NOUN
ajst-5664	58	15	motor	motor	NOUN
ajst-5664	58	16	to	to	PART
ajst-5664	58	17	restore	restore	VERB
ajst-5664	58	18	the	the	DET
ajst-5664	58	19	normal	normal	ADJ
ajst-5664	58	20	work	work	NOUN
ajst-5664	58	21	of	of	ADP
ajst-5664	58	22	the	the	DET
ajst-5664	58	23	machine	machine	NOUN
ajst-5664	58	24	"	"	PUNCT
ajst-5664	58	25	and	and	CCONJ
ajst-5664	58	26	"	"	PUNCT
ajst-5664	58	27	please	please	INTJ
ajst-5664	58	28	clean	clean	VERB
ajst-5664	58	29	and	and	CCONJ
ajst-5664	58	30	carefully	carefully	ADV
ajst-5664	58	31	clean	clean	VERB
ajst-5664	58	32	it	it	PRON
ajst-5664	58	33	according	accord	VERB
ajst-5664	58	34	to	to	ADP
ajst-5664	58	35	the	the	DET
ajst-5664	58	36	requirements	requirement	NOUN
ajst-5664	58	37	of	of	ADP
ajst-5664	58	38	the	the	DET
ajst-5664	58	39	raster	raster	NOUN
ajst-5664	58	40	ruler	ruler	NOUN
ajst-5664	58	41	maintenance	maintenance	NOUN
ajst-5664	58	42	,	,	PUNCT
ajst-5664	58	43	the	the	DET
ajst-5664	58	44	failure	failure	NOUN
ajst-5664	58	45	elimination	elimination	NOUN
ajst-5664	58	46	"	"	PUNCT
ajst-5664	58	47	means	mean	VERB
ajst-5664	58	48	fault	fault	NOUN
ajst-5664	58	49	measure	measure	NOUN
ajst-5664	58	50	information	information	NOUN
ajst-5664	58	51	.	.	PUNCT
ajst-5664	59	1	fault	fault	VERB
ajst-5664	59	2	symptom	symptom	NOUN
ajst-5664	59	3	fault	fault	NOUN
ajst-5664	59	4	analysis	analysis	NOUN
ajst-5664	59	5	fault	fault	NOUN
ajst-5664	59	6	measure	measure	NOUN
ajst-5664	59	7	device	device	NOUN
ajst-5664	59	8	info	info	NOUN
ajst-5664	59	9	.	.	PUNCT
ajst-5664	60	1	explicit	explicit	ADJ
ajst-5664	60	2	  	  	SPACE
ajst-5664	60	3	info.ie	info.ie	NOUN
ajst-5664	60	4	implicit	implicit	ADJ
ajst-5664	60	5	 	 	SPACE
ajst-5664	60	6	info	info	NOUN
ajst-5664	60	7	.	.	PUNCT
ajst-5664	61	1	cnc	cnc	ADJ
ajst-5664	61	2	  	  	SPACE
ajst-5664	61	3	type	type	NOUN
ajst-5664	61	4	machine	machine	NOUN
ajst-5664	61	5	  	  	SPACE
ajst-5664	61	6	tool	tool	NOUN
ajst-5664	61	7	 	 	SPACE
ajst-5664	61	8	type	type	NOUN
ajst-5664	61	9	fault	fault	NOUN
ajst-5664	61	10	position	position	NOUN
ajst-5664	61	11	fault	fault	NOUN
ajst-5664	61	12	cause	cause	VERB
ajst-5664	61	13	fault	fault	NOUN
ajst-5664	61	14	locating	locate	VERB
ajst-5664	61	15	1	1	NUM
ajst-5664	61	16	1	1	NUM
ajst-5664	61	17	1	1	NUM
ajst-5664	61	18	1	1	NUM
ajst-5664	61	19	1	1	NUM
ajst-5664	61	20	n	n	CCONJ
ajst-5664	61	21	n	n	CCONJ
ajst-5664	61	22	n	n	PRON
ajst-5664	61	23	pattern	pattern	NOUN
ajst-5664	61	24	 	 	SPACE
ajst-5664	61	25	description	description	NOUN
ajst-5664	61	26	：	：	PUNCT
ajst-5664	61	27	1	1	NUM
ajst-5664	61	28	          	          	SPACE
ajst-5664	61	29	1	1	NUM
ajst-5664	61	30	 	 	SPACE
ajst-5664	61	31	to	to	ADP
ajst-5664	61	32	 	 	SPACE
ajst-5664	61	33	1	1	NUM
ajst-5664	61	34	n	n	CCONJ
ajst-5664	61	35	          	          	SPACE
ajst-5664	61	36	1	1	NUM
ajst-5664	61	37	 	 	SPACE
ajst-5664	61	38	to	to	ADP
ajst-5664	61	39	 	 	SPACE
ajst-5664	61	40	n	n	PRON
ajst-5664	61	41	a→b	a→b	ADJ
ajst-5664	61	42	   	   	SPACE
ajst-5664	61	43	a	a	PRON
ajst-5664	61	44	 	 	SPACE
ajst-5664	61	45	is	be	AUX
ajst-5664	61	46	 	 	SPACE
ajst-5664	61	47	connected	connect	VERB
ajst-5664	61	48	  	  	SPACE
ajst-5664	61	49	to	to	ADP
ajst-5664	61	50	 	 	SPACE
ajst-5664	61	51	b	b	NOUN
ajst-5664	61	52	a=>b	a=>b	NOUN
ajst-5664	61	53	   	   	SPACE
ajst-5664	61	54	b	b	NOUN
ajst-5664	61	55	 	 	SPACE
ajst-5664	61	56	is	be	AUX
ajst-5664	61	57	 	 	SPACE
ajst-5664	61	58	extracted	extract	VERB
ajst-5664	61	59	 	 	SPACE
ajst-5664	61	60	from	from	ADP
ajst-5664	61	61	 	 	SPACE
ajst-5664	61	62	a	a	DET
ajst-5664	61	63	figure	figure	NOUN
ajst-5664	62	1	1	1	NUM
ajst-5664	62	2	.	.	X
ajst-5664	62	3	relationship	relationship	NOUN
ajst-5664	62	4	between	between	ADP
ajst-5664	62	5	explicit	explicit	ADJ
ajst-5664	62	6	info	info	NOUN
ajst-5664	62	7	.	.	PUNCT
ajst-5664	63	1	and	and	CCONJ
ajst-5664	63	2	implicit	implicit	ADJ
ajst-5664	63	3	info	info	NOUN
ajst-5664	63	4	.	.	PUNCT
ajst-5664	64	1	2.2	2.2	NUM
ajst-5664	64	2	.	.	PUNCT
ajst-5664	64	3	definition	definition	NOUN
ajst-5664	64	4	of	of	ADP
ajst-5664	64	5	explicit	explicit	ADJ
ajst-5664	64	6	information	information	NOUN
ajst-5664	64	7	and	and	CCONJ
ajst-5664	64	8	implicit	implicit	ADJ
ajst-5664	64	9	information	information	NOUN
ajst-5664	64	10	according	accord	VERB
ajst-5664	64	11	to	to	ADP
ajst-5664	64	12	the	the	DET
ajst-5664	64	13	different	different	ADJ
ajst-5664	64	14	characteristics	characteristic	NOUN
ajst-5664	64	15	of	of	ADP
ajst-5664	64	16	different	different	ADJ
ajst-5664	64	17	information	information	NOUN
ajst-5664	64	18	types	type	NOUN
ajst-5664	64	19	,	,	PUNCT
ajst-5664	64	20	several	several	ADJ
ajst-5664	64	21	types	type	NOUN
ajst-5664	64	22	of	of	ADP
ajst-5664	64	23	information	information	NOUN
ajst-5664	64	24	mentioned	mention	VERB
ajst-5664	64	25	above	above	ADV
ajst-5664	64	26	are	be	AUX
ajst-5664	64	27	now	now	ADV
ajst-5664	64	28	divided	divide	VERB
ajst-5664	64	29	into	into	ADP
ajst-5664	64	30	two	two	NUM
ajst-5664	64	31	categories	category	NOUN
ajst-5664	64	32	.	.	PUNCT
ajst-5664	65	1	as	as	SCONJ
ajst-5664	65	2	shown	show	VERB
ajst-5664	65	3	in	in	ADP
ajst-5664	65	4	figure	figure	NOUN
ajst-5664	65	5	1	1	NUM
ajst-5664	65	6	.	.	PUNCT
ajst-5664	66	1	one	one	NUM
ajst-5664	66	2	category	category	NOUN
ajst-5664	66	3	is	be	AUX
ajst-5664	66	4	explicit	explicit	ADJ
ajst-5664	66	5	information	information	NOUN
ajst-5664	66	6	,	,	PUNCT
ajst-5664	66	7	that	that	ADV
ajst-5664	66	8	is	is	ADV
ajst-5664	66	9	,	,	PUNCT
ajst-5664	66	10	the	the	DET
ajst-5664	66	11	information	information	NOUN
ajst-5664	66	12	that	that	PRON
ajst-5664	66	13	is	be	AUX
ajst-5664	66	14	intuitively	intuitively	ADV
ajst-5664	66	15	reflected	reflect	VERB
ajst-5664	66	16	in	in	ADP
ajst-5664	66	17	the	the	DET
ajst-5664	66	18	concentration	concentration	NOUN
ajst-5664	66	19	of	of	ADP
ajst-5664	66	20	the	the	DET
ajst-5664	66	21	case	case	NOUN
ajst-5664	66	22	.	.	PUNCT
ajst-5664	67	1	there	there	PRON
ajst-5664	67	2	are	be	VERB
ajst-5664	67	3	obvious	obvious	ADJ
ajst-5664	67	4	iconic	iconic	ADJ
ajst-5664	67	5	logo	logo	NOUN
ajst-5664	67	6	characteristics	characteristic	NOUN
ajst-5664	67	7	.	.	PUNCT
ajst-5664	68	1	there	there	PRON
ajst-5664	68	2	are	be	VERB
ajst-5664	68	3	4	4	NUM
ajst-5664	68	4	types	type	NOUN
ajst-5664	68	5	of	of	ADP
ajst-5664	68	6	explicit	explicit	ADJ
ajst-5664	68	7	information	information	NOUN
ajst-5664	68	8	in	in	ADP
ajst-5664	68	9	this	this	DET
ajst-5664	68	10	article	article	NOUN
ajst-5664	68	11	,	,	PUNCT
ajst-5664	68	12	which	which	PRON
ajst-5664	68	13	are	be	AUX
ajst-5664	68	14	device	device	NOUN
ajst-5664	68	15	information	information	NOUN
ajst-5664	68	16	,	,	PUNCT
ajst-5664	68	17	fault	fault	VERB
ajst-5664	68	18	symptom	symptom	NOUN
ajst-5664	68	19	information	information	NOUN
ajst-5664	68	20	,	,	PUNCT
ajst-5664	68	21	fault	fault	VERB
ajst-5664	68	22	analysis	analysis	NOUN
ajst-5664	68	23	information	information	NOUN
ajst-5664	68	24	and	and	CCONJ
ajst-5664	68	25	fault	fault	VERB
ajst-5664	68	26	measure	measure	NOUN
ajst-5664	68	27	information	information	NOUN
ajst-5664	68	28	.	.	PUNCT
ajst-5664	69	1	275	275	NUM
ajst-5664	69	2	fault	fault	NOUN
ajst-5664	69	3	symptom	symptom	NOUN
ajst-5664	69	4	fault	fault	NOUN
ajst-5664	69	5	analyze	analyze	NOUN
ajst-5664	69	6	fault	fault	NOUN
ajst-5664	69	7	measure	measure	NOUN
ajst-5664	69	8	device	device	NOUN
ajst-5664	69	9	info	info	NOUN
ajst-5664	69	10	.	.	PUNCT
ajst-5664	70	1	cnc	cnc	ADJ
ajst-5664	70	2	  	  	SPACE
ajst-5664	70	3	type	type	NOUN
ajst-5664	70	4	machine	machine	NOUN
ajst-5664	70	5	  	  	SPACE
ajst-5664	70	6	tool	tool	NOUN
ajst-5664	70	7	 	 	SPACE
ajst-5664	70	8	type	type	NOUN
ajst-5664	70	9	fault	fault	NOUN
ajst-5664	70	10	position	position	NOUN
ajst-5664	70	11	fault	fault	NOUN
ajst-5664	70	12	cause	cause	VERB
ajst-5664	70	13	fault	fault	NOUN
ajst-5664	70	14	locating	locate	VERB
ajst-5664	70	15	→	→	SYM
ajst-5664	70	16	figure	figure	NOUN
ajst-5664	70	17	2	2	NUM
ajst-5664	70	18	.	.	PUNCT
ajst-5664	70	19	ontology	ontology	NOUN
ajst-5664	70	20	evolutionary	evolutionary	ADJ
ajst-5664	70	21	the	the	DET
ajst-5664	70	22	other	other	ADJ
ajst-5664	70	23	category	category	NOUN
ajst-5664	70	24	is	be	AUX
ajst-5664	70	25	implicit	implicit	ADJ
ajst-5664	70	26	information	information	NOUN
ajst-5664	70	27	,	,	PUNCT
ajst-5664	70	28	and	and	CCONJ
ajst-5664	70	29	such	such	ADJ
ajst-5664	70	30	information	information	NOUN
ajst-5664	70	31	needs	need	VERB
ajst-5664	70	32	to	to	PART
ajst-5664	70	33	be	be	AUX
ajst-5664	70	34	extracted	extract	VERB
ajst-5664	70	35	from	from	ADP
ajst-5664	70	36	explicit	explicit	ADJ
ajst-5664	70	37	information	information	NOUN
ajst-5664	70	38	.	.	PUNCT
ajst-5664	71	1	the	the	DET
ajst-5664	71	2	implicit	implicit	ADJ
ajst-5664	71	3	information	information	NOUN
ajst-5664	71	4	in	in	ADP
ajst-5664	71	5	this	this	DET
ajst-5664	71	6	article	article	NOUN
ajst-5664	71	7	mainly	mainly	ADV
ajst-5664	71	8	refers	refer	VERB
ajst-5664	71	9	to	to	ADP
ajst-5664	71	10	these	these	DET
ajst-5664	71	11	five	five	NUM
ajst-5664	71	12	types	type	NOUN
ajst-5664	71	13	of	of	ADP
ajst-5664	71	14	information	information	NOUN
ajst-5664	71	15	:	:	PUNCT
ajst-5664	71	16	cnc	cnc	PROPN
ajst-5664	71	17	systems	system	NOUN
ajst-5664	71	18	type	type	NOUN
ajst-5664	71	19	information	information	NOUN
ajst-5664	71	20	,	,	PUNCT
ajst-5664	71	21	machine	machine	NOUN
ajst-5664	71	22	tool	tool	NOUN
ajst-5664	71	23	type	type	NOUN
ajst-5664	71	24	information	information	NOUN
ajst-5664	71	25	,	,	PUNCT
ajst-5664	71	26	fault	fault	VERB
ajst-5664	71	27	position	position	NOUN
ajst-5664	71	28	information	information	NOUN
ajst-5664	71	29	,	,	PUNCT
ajst-5664	71	30	fault	fault	VERB
ajst-5664	71	31	cause	cause	VERB
ajst-5664	71	32	information	information	NOUN
ajst-5664	71	33	and	and	CCONJ
ajst-5664	71	34	fault	fault	VERB
ajst-5664	71	35	locating	locate	VERB
ajst-5664	71	36	information	information	NOUN
ajst-5664	71	37	.	.	PUNCT
ajst-5664	72	1	in	in	ADP
ajst-5664	72	2	addition	addition	NOUN
ajst-5664	72	3	,	,	PUNCT
ajst-5664	72	4	the	the	DET
ajst-5664	72	5	quantitative	quantitative	ADJ
ajst-5664	72	6	relationship	relationship	NOUN
ajst-5664	72	7	has	have	AUX
ajst-5664	72	8	been	be	AUX
ajst-5664	72	9	explained	explain	VERB
ajst-5664	72	10	in	in	ADP
ajst-5664	72	11	the	the	DET
ajst-5664	72	12	analysis	analysis	NOUN
ajst-5664	72	13	of	of	ADP
ajst-5664	72	14	non	non	ADJ
ajst-5664	72	15	-	-	ADJ
ajst-5664	72	16	structural	structural	ADJ
ajst-5664	72	17	data	data	NOUN
ajst-5664	72	18	features	feature	NOUN
ajst-5664	72	19	.	.	PUNCT
ajst-5664	73	1	2.3	2.3	NUM
ajst-5664	73	2	.	.	PUNCT
ajst-5664	74	1	ontology	ontology	NOUN
ajst-5664	74	2	construction	construction	NOUN
ajst-5664	74	3	the	the	DET
ajst-5664	74	4	body	body	NOUN
ajst-5664	74	5	is	be	AUX
ajst-5664	74	6	not	not	PART
ajst-5664	74	7	only	only	ADV
ajst-5664	74	8	the	the	DET
ajst-5664	74	9	cornerstone	cornerstone	NOUN
ajst-5664	74	10	of	of	ADP
ajst-5664	74	11	the	the	DET
ajst-5664	74	12	knowledge	knowledge	NOUN
ajst-5664	74	13	map	map	NOUN
ajst-5664	74	14	,	,	PUNCT
ajst-5664	74	15	but	but	CCONJ
ajst-5664	74	16	also	also	ADV
ajst-5664	74	17	the	the	DET
ajst-5664	74	18	foundation	foundation	NOUN
ajst-5664	74	19	of	of	ADP
ajst-5664	74	20	ensuring	ensure	VERB
ajst-5664	74	21	the	the	DET
ajst-5664	74	22	structure	structure	NOUN
ajst-5664	74	23	of	of	ADP
ajst-5664	74	24	the	the	DET
ajst-5664	74	25	knowledge	knowledge	NOUN
ajst-5664	74	26	diagram	diagram	PROPN
ajst-5664	74	27	.	.	PUNCT
ajst-5664	75	1	therefore	therefore	ADV
ajst-5664	75	2	,	,	PUNCT
ajst-5664	75	3	good	good	ADJ
ajst-5664	75	4	ontology	ontology	NOUN
ajst-5664	75	5	is	be	AUX
ajst-5664	75	6	not	not	PART
ajst-5664	75	7	only	only	ADV
ajst-5664	75	8	essential	essential	ADJ
ajst-5664	75	9	to	to	ADP
ajst-5664	75	10	the	the	DET
ajst-5664	75	11	correlation	correlation	NOUN
ajst-5664	75	12	between	between	ADP
ajst-5664	75	13	information	information	NOUN
ajst-5664	75	14	,	,	PUNCT
ajst-5664	75	15	but	but	CCONJ
ajst-5664	75	16	also	also	ADV
ajst-5664	75	17	essential	essential	ADJ
ajst-5664	75	18	for	for	ADP
ajst-5664	75	19	the	the	DET
ajst-5664	75	20	integrity	integrity	NOUN
ajst-5664	75	21	of	of	ADP
ajst-5664	75	22	information	information	NOUN
ajst-5664	75	23	.	.	PUNCT
ajst-5664	76	1	according	accord	VERB
ajst-5664	76	2	to	to	ADP
ajst-5664	76	3	the	the	DET
ajst-5664	76	4	analysis	analysis	NOUN
ajst-5664	76	5	of	of	ADP
ajst-5664	76	6	the	the	DET
ajst-5664	76	7	characteristics	characteristic	NOUN
ajst-5664	76	8	of	of	ADP
ajst-5664	76	9	the	the	DET
ajst-5664	76	10	case	case	NOUN
ajst-5664	76	11	set	set	VERB
ajst-5664	76	12	,	,	PUNCT
ajst-5664	76	13	8	8	NUM
ajst-5664	76	14	types	type	NOUN
ajst-5664	76	15	of	of	ADP
ajst-5664	76	16	body	body	NOUN
ajst-5664	76	17	types	type	NOUN
ajst-5664	76	18	are	be	AUX
ajst-5664	76	19	determined	determine	VERB
ajst-5664	76	20	:	:	PUNCT
ajst-5664	76	21	fault	fault	NOUN
ajst-5664	76	22	symptom	symptom	NOUN
ajst-5664	76	23	,	,	PUNCT
ajst-5664	76	24	cnc	cnc	ADJ
ajst-5664	76	25	system	system	NOUN
ajst-5664	76	26	,	,	PUNCT
ajst-5664	76	27	machine	machine	NOUN
ajst-5664	76	28	tool	tool	NOUN
ajst-5664	76	29	type	type	NOUN
ajst-5664	76	30	,	,	PUNCT
ajst-5664	76	31	fault	fault	VERB
ajst-5664	76	32	position	position	NOUN
ajst-5664	76	33	,	,	PUNCT
ajst-5664	76	34	fault	fault	VERB
ajst-5664	76	35	analysis	analysis	NOUN
ajst-5664	76	36	,	,	PUNCT
ajst-5664	76	37	fault	fault	NOUN
ajst-5664	76	38	cause	cause	NOUN
ajst-5664	76	39	,	,	PUNCT
ajst-5664	76	40	fault	fault	NOUN
ajst-5664	76	41	positioning	positioning	NOUN
ajst-5664	76	42	,	,	PUNCT
ajst-5664	76	43	failure	failure	NOUN
ajst-5664	76	44	measure	measure	NOUN
ajst-5664	76	45	.	.	PUNCT
ajst-5664	77	1	there	there	PRON
ajst-5664	77	2	are	be	VERB
ajst-5664	77	3	7	7	NUM
ajst-5664	77	4	types	type	NOUN
ajst-5664	77	5	of	of	ADP
ajst-5664	77	6	relationships	relationship	NOUN
ajst-5664	77	7	between	between	ADP
ajst-5664	77	8	8	8	NUM
ajst-5664	77	9	types	type	NOUN
ajst-5664	77	10	of	of	ADP
ajst-5664	77	11	body	body	NOUN
ajst-5664	77	12	types	type	NOUN
ajst-5664	77	13	(	(	PUNCT
ajst-5664	77	14	abbreviation	abbreviation	NOUN
ajst-5664	77	15	in	in	ADP
ajst-5664	77	16	brackets	bracket	NOUN
ajst-5664	77	17	):	):	PUNCT
ajst-5664	77	18	fault	fault	NOUN
ajst-5664	77	19	symptom_cnc	symptom_cnc	NOUN
ajst-5664	77	20	system	system	NOUN
ajst-5664	77	21	type	type	NOUN
ajst-5664	77	22	(	(	PUNCT
ajst-5664	77	23	sy_cnc	sy_cnc	PROPN
ajst-5664	77	24	)	)	PUNCT
ajst-5664	77	25	,	,	PUNCT
ajst-5664	77	26	fault	fault	VERB
ajst-5664	77	27	symptom_machine	symptom_machine	NOUN
ajst-5664	77	28	tool	tool	NOUN
ajst-5664	77	29	type	type	NOUN
ajst-5664	77	30	(	(	PUNCT
ajst-5664	77	31	sy_ma	sy_ma	PROPN
ajst-5664	77	32	)	)	PUNCT
ajst-5664	77	33	,	,	PUNCT
ajst-5664	77	34	fault	fault	NOUN
ajst-5664	77	35	symptom_fault	symptom_fault	NOUN
ajst-5664	77	36	position	position	NOUN
ajst-5664	77	37	(	(	PUNCT
ajst-5664	77	38	sy_po	sy_po	NOUN
ajst-5664	77	39	)	)	PUNCT
ajst-5664	77	40	,	,	PUNCT
ajst-5664	77	41	fault	fault	NOUN
ajst-5664	77	42	symptom_fault	symptom_fault	VERB
ajst-5664	77	43	analysis	analysis	NOUN
ajst-5664	77	44	(	(	PUNCT
ajst-5664	77	45	sy_an	sy_an	NUM
ajst-5664	77	46	)	)	PUNCT
ajst-5664	77	47	,	,	PUNCT
ajst-5664	77	48	fault	fault	NOUN
ajst-5664	77	49	symptom_fault	symptom_fault	NOUN
ajst-5664	77	50	cause	cause	NOUN
ajst-5664	77	51	(	(	PUNCT
ajst-5664	77	52	sy_ca	sy_ca	PROPN
ajst-5664	77	53	)	)	PUNCT
ajst-5664	77	54	,	,	PUNCT
ajst-5664	77	55	fault	fault	NOUN
ajst-5664	77	56	symptom_fault	symptom_fault	NOUN
ajst-5664	77	57	locating(sy_lo	locating(sy_lo	X
ajst-5664	77	58	)	)	PUNCT
ajst-5664	77	59	.	.	PUNCT
ajst-5664	78	1	as	as	SCONJ
ajst-5664	78	2	shown	show	VERB
ajst-5664	78	3	in	in	ADP
ajst-5664	78	4	figure	figure	NOUN
ajst-5664	78	5	2	2	NUM
ajst-5664	78	6	.	.	PUNCT
ajst-5664	79	1	the	the	DET
ajst-5664	79	2	reason	reason	NOUN
ajst-5664	79	3	for	for	ADP
ajst-5664	79	4	selecting	select	VERB
ajst-5664	79	5	each	each	DET
ajst-5664	79	6	part	part	NOUN
ajst-5664	79	7	as	as	ADP
ajst-5664	79	8	the	the	DET
ajst-5664	79	9	ontology	ontology	NOUN
ajst-5664	79	10	:	:	PUNCT
ajst-5664	79	11	1	1	X
ajst-5664	79	12	.	.	X
ajst-5664	79	13	fault	fault	NOUN
ajst-5664	79	14	symptom	symptom	NOUN
ajst-5664	79	15	,	,	PUNCT
ajst-5664	79	16	as	as	SCONJ
ajst-5664	79	17	the	the	DET
ajst-5664	79	18	core	core	NOUN
ajst-5664	79	19	component	component	NOUN
ajst-5664	79	20	of	of	ADP
ajst-5664	79	21	the	the	DET
ajst-5664	79	22	knowledge	knowledge	NOUN
ajst-5664	79	23	map	map	NOUN
ajst-5664	79	24	,	,	PUNCT
ajst-5664	79	25	plays	play	VERB
ajst-5664	79	26	a	a	DET
ajst-5664	79	27	role	role	NOUN
ajst-5664	79	28	in	in	ADP
ajst-5664	79	29	connecting	connect	VERB
ajst-5664	79	30	all	all	DET
ajst-5664	79	31	the	the	DET
ajst-5664	79	32	fault	fault	NOUN
ajst-5664	79	33	information	information	NOUN
ajst-5664	79	34	,	,	PUNCT
ajst-5664	79	35	so	so	CCONJ
ajst-5664	79	36	it	it	PRON
ajst-5664	79	37	is	be	AUX
ajst-5664	79	38	located	locate	VERB
ajst-5664	79	39	in	in	ADP
ajst-5664	79	40	the	the	DET
ajst-5664	79	41	core	core	ADJ
ajst-5664	79	42	part	part	NOUN
ajst-5664	79	43	of	of	ADP
ajst-5664	79	44	the	the	DET
ajst-5664	79	45	knowledge	knowledge	NOUN
ajst-5664	79	46	map	map	NOUN
ajst-5664	79	47	.	.	PUNCT
ajst-5664	80	1	2	2	X
ajst-5664	80	2	.	.	X
ajst-5664	80	3	location	location	NOUN
ajst-5664	80	4	information	information	NOUN
ajst-5664	80	5	includes	include	VERB
ajst-5664	80	6	the	the	DET
ajst-5664	80	7	type	type	NOUN
ajst-5664	80	8	of	of	ADP
ajst-5664	80	9	cnc	cnc	ADJ
ajst-5664	80	10	system	system	NOUN
ajst-5664	80	11	,	,	PUNCT
ajst-5664	80	12	the	the	DET
ajst-5664	80	13	type	type	NOUN
ajst-5664	80	14	of	of	ADP
ajst-5664	80	15	machine	machine	NOUN
ajst-5664	80	16	tool	tool	NOUN
ajst-5664	80	17	,	,	PUNCT
ajst-5664	80	18	and	and	CCONJ
ajst-5664	80	19	the	the	DET
ajst-5664	80	20	fault	fault	NOUN
ajst-5664	80	21	location	location	NOUN
ajst-5664	80	22	.	.	PUNCT
ajst-5664	81	1	this	this	PRON
ajst-5664	81	2	is	be	AUX
ajst-5664	81	3	the	the	DET
ajst-5664	81	4	structural	structural	ADJ
ajst-5664	81	5	cornerstone	cornerstone	NOUN
ajst-5664	81	6	of	of	ADP
ajst-5664	81	7	the	the	DET
ajst-5664	81	8	macro	macro	PROPN
ajst-5664	81	9	knowledge	knowledge	NOUN
ajst-5664	81	10	map	map	NOUN
ajst-5664	81	11	.	.	PUNCT
ajst-5664	82	1	because	because	SCONJ
ajst-5664	82	2	a	a	DET
ajst-5664	82	3	huge	huge	ADJ
ajst-5664	82	4	failure	failure	NOUN
ajst-5664	82	5	diagnostic	diagnostic	ADJ
ajst-5664	82	6	system	system	NOUN
ajst-5664	82	7	has	have	VERB
ajst-5664	82	8	a	a	DET
ajst-5664	82	9	large	large	ADJ
ajst-5664	82	10	amount	amount	NOUN
ajst-5664	82	11	of	of	ADP
ajst-5664	82	12	crosscoexisting	crosscoexiste	VERB
ajst-5664	82	13	information	information	NOUN
ajst-5664	82	14	in	in	ADP
ajst-5664	82	15	these	these	DET
ajst-5664	82	16	three	three	NUM
ajst-5664	82	17	fields	field	NOUN
ajst-5664	82	18	,	,	PUNCT
ajst-5664	82	19	refining	refine	VERB
ajst-5664	82	20	the	the	DET
ajst-5664	82	21	location	location	NOUN
ajst-5664	82	22	information	information	NOUN
ajst-5664	82	23	into	into	ADP
ajst-5664	82	24	these	these	DET
ajst-5664	82	25	three	three	NUM
ajst-5664	82	26	branches	branch	NOUN
ajst-5664	82	27	can	can	AUX
ajst-5664	82	28	unify	unify	VERB
ajst-5664	82	29	all	all	DET
ajst-5664	82	30	the	the	DET
ajst-5664	82	31	fault	fault	NOUN
ajst-5664	82	32	cases	case	NOUN
ajst-5664	82	33	as	as	ADV
ajst-5664	82	34	much	much	ADV
ajst-5664	82	35	as	as	ADP
ajst-5664	82	36	possible	possible	ADJ
ajst-5664	82	37	,	,	PUNCT
ajst-5664	82	38	in	in	ADP
ajst-5664	82	39	order	order	NOUN
ajst-5664	82	40	to	to	PART
ajst-5664	82	41	form	form	VERB
ajst-5664	82	42	a	a	DET
ajst-5664	82	43	relatively	relatively	ADV
ajst-5664	82	44	complete	complete	ADJ
ajst-5664	82	45	structural	structural	ADJ
ajst-5664	82	46	system	system	NOUN
ajst-5664	82	47	with	with	ADP
ajst-5664	82	48	exhaustive	exhaustive	ADJ
ajst-5664	82	49	data	datum	NOUN
ajst-5664	82	50	.	.	PUNCT
ajst-5664	83	1	3	3	X
ajst-5664	83	2	.	.	X
ajst-5664	83	3	the	the	DET
ajst-5664	83	4	reason	reason	NOUN
ajst-5664	83	5	why	why	SCONJ
ajst-5664	83	6	not	not	PART
ajst-5664	83	7	only	only	ADV
ajst-5664	83	8	fault	fault	VERB
ajst-5664	83	9	analysis	analysis	NOUN
ajst-5664	83	10	is	be	AUX
ajst-5664	83	11	reserved	reserve	VERB
ajst-5664	83	12	,	,	PUNCT
ajst-5664	83	13	but	but	CCONJ
ajst-5664	83	14	the	the	DET
ajst-5664	83	15	cause	cause	NOUN
ajst-5664	83	16	and	and	CCONJ
ajst-5664	83	17	the	the	DET
ajst-5664	83	18	fault	fault	NOUN
ajst-5664	83	19	locating	locate	VERB
ajst-5664	83	20	from	from	ADP
ajst-5664	83	21	the	the	DET
ajst-5664	83	22	fault	fault	NOUN
ajst-5664	83	23	analysis	analysis	NOUN
ajst-5664	83	24	are	be	AUX
ajst-5664	83	25	also	also	ADV
ajst-5664	83	26	retained	retain	VERB
ajst-5664	83	27	,	,	PUNCT
ajst-5664	83	28	is	be	AUX
ajst-5664	83	29	to	to	PART
ajst-5664	83	30	ensure	ensure	VERB
ajst-5664	83	31	the	the	DET
ajst-5664	83	32	integrity	integrity	NOUN
ajst-5664	83	33	of	of	ADP
ajst-5664	83	34	the	the	DET
ajst-5664	83	35	case	case	NOUN
ajst-5664	83	36	information	information	NOUN
ajst-5664	83	37	and	and	CCONJ
ajst-5664	83	38	the	the	DET
ajst-5664	83	39	convenience	convenience	NOUN
ajst-5664	83	40	of	of	ADP
ajst-5664	83	41	query	query	NOUN
ajst-5664	83	42	.	.	PUNCT
ajst-5664	84	1	integration	integration	NOUN
ajst-5664	84	2	:	:	PUNCT
ajst-5664	84	3	the	the	DET
ajst-5664	84	4	latter	latter	ADJ
ajst-5664	84	5	two	two	NUM
ajst-5664	84	6	ontologies	ontology	NOUN
ajst-5664	84	7	are	be	AUX
ajst-5664	84	8	mainly	mainly	ADV
ajst-5664	84	9	extracted	extract	VERB
ajst-5664	84	10	from	from	ADP
ajst-5664	84	11	fault	fault	NOUN
ajst-5664	84	12	analysis	analysis	NOUN
ajst-5664	84	13	information	information	NOUN
ajst-5664	84	14	through	through	ADP
ajst-5664	84	15	a	a	DET
ajst-5664	84	16	certain	certain	ADJ
ajst-5664	84	17	information	information	NOUN
ajst-5664	84	18	extraction	extraction	NOUN
ajst-5664	84	19	method	method	NOUN
ajst-5664	84	20	,	,	PUNCT
ajst-5664	84	21	which	which	PRON
ajst-5664	84	22	will	will	AUX
ajst-5664	84	23	cause	cause	VERB
ajst-5664	84	24	some	some	DET
ajst-5664	84	25	details	detail	NOUN
ajst-5664	84	26	of	of	ADP
ajst-5664	84	27	the	the	DET
ajst-5664	84	28	content	content	NOUN
ajst-5664	84	29	to	to	PART
ajst-5664	84	30	lose	lose	VERB
ajst-5664	84	31	occasionally	occasionally	ADV
ajst-5664	84	32	.	.	PUNCT
ajst-5664	85	1	therefore	therefore	ADV
ajst-5664	85	2	,	,	PUNCT
ajst-5664	85	3	in	in	ADP
ajst-5664	85	4	order	order	NOUN
ajst-5664	85	5	to	to	PART
ajst-5664	85	6	prevent	prevent	VERB
ajst-5664	85	7	information	information	NOUN
ajst-5664	85	8	loss	loss	NOUN
ajst-5664	85	9	from	from	ADP
ajst-5664	85	10	incorrect	incorrect	ADJ
ajst-5664	85	11	extraction	extraction	NOUN
ajst-5664	85	12	,	,	PUNCT
ajst-5664	85	13	the	the	DET
ajst-5664	85	14	three	three	NUM
ajst-5664	85	15	of	of	ADP
ajst-5664	85	16	them	they	PRON
ajst-5664	85	17	should	should	AUX
ajst-5664	85	18	be	be	AUX
ajst-5664	85	19	kept	keep	VERB
ajst-5664	85	20	on	on	ADP
ajst-5664	85	21	the	the	DET
ajst-5664	85	22	integrity	integrity	NOUN
ajst-5664	85	23	and	and	CCONJ
ajst-5664	85	24	correctness	correctness	NOUN
ajst-5664	85	25	of	of	ADP
ajst-5664	85	26	the	the	DET
ajst-5664	85	27	case	case	NOUN
ajst-5664	85	28	.	.	PUNCT
ajst-5664	86	1	convenience	convenience	NOUN
ajst-5664	86	2	of	of	ADP
ajst-5664	86	3	information	information	NOUN
ajst-5664	86	4	query	query	NOUN
ajst-5664	86	5	:	:	PUNCT
ajst-5664	86	6	if	if	SCONJ
ajst-5664	86	7	only	only	ADV
ajst-5664	86	8	the	the	DET
ajst-5664	86	9	fault	fault	NOUN
ajst-5664	86	10	analysis	analysis	NOUN
ajst-5664	86	11	is	be	AUX
ajst-5664	86	12	retained	retain	VERB
ajst-5664	86	13	,	,	PUNCT
ajst-5664	86	14	it	it	PRON
ajst-5664	86	15	will	will	AUX
ajst-5664	86	16	cause	cause	VERB
ajst-5664	86	17	trouble	trouble	NOUN
ajst-5664	86	18	for	for	ADP
ajst-5664	86	19	the	the	DET
ajst-5664	86	20	usage	usage	NOUN
ajst-5664	86	21	of	of	ADP
ajst-5664	86	22	the	the	DET
ajst-5664	86	23	knowledge	knowledge	NOUN
ajst-5664	86	24	map	map	NOUN
ajst-5664	86	25	because	because	SCONJ
ajst-5664	86	26	of	of	ADP
ajst-5664	86	27	the	the	DET
ajst-5664	86	28	long	long	ADJ
ajst-5664	86	29	text	text	NOUN
ajst-5664	86	30	description	description	NOUN
ajst-5664	86	31	of	of	ADP
ajst-5664	86	32	some	some	DET
ajst-5664	86	33	cases	case	NOUN
ajst-5664	86	34	'	'	PART
ajst-5664	86	35	fault	fault	NOUN
ajst-5664	86	36	analysis	analysis	NOUN
ajst-5664	86	37	.	.	PUNCT
ajst-5664	87	1	4	4	X
ajst-5664	87	2	.	.	X
ajst-5664	87	3	finding	find	VERB
ajst-5664	87	4	the	the	DET
ajst-5664	87	5	reasonable	reasonable	ADJ
ajst-5664	87	6	measure	measure	NOUN
ajst-5664	87	7	is	be	AUX
ajst-5664	87	8	an	an	DET
ajst-5664	87	9	essential	essential	ADJ
ajst-5664	87	10	link	link	NOUN
ajst-5664	87	11	during	during	ADP
ajst-5664	87	12	the	the	DET
ajst-5664	87	13	entire	entire	ADJ
ajst-5664	87	14	failure	failure	NOUN
ajst-5664	87	15	diagnosis	diagnosis	NOUN
ajst-5664	87	16	process	process	NOUN
ajst-5664	87	17	,	,	PUNCT
ajst-5664	87	18	because	because	SCONJ
ajst-5664	87	19	it	it	PRON
ajst-5664	87	20	is	be	AUX
ajst-5664	87	21	the	the	DET
ajst-5664	87	22	purpose	purpose	NOUN
ajst-5664	87	23	of	of	ADP
ajst-5664	87	24	subsequent	subsequent	ADJ
ajst-5664	87	25	fault	fault	NOUN
ajst-5664	87	26	diagnosis	diagnosis	NOUN
ajst-5664	87	27	tasks	task	NOUN
ajst-5664	87	28	.	.	PUNCT
ajst-5664	88	1	3	3	X
ajst-5664	88	2	.	.	X
ajst-5664	88	3	information	information	NOUN
ajst-5664	88	4	extraction	extraction	NOUN
ajst-5664	88	5	3.1	3.1	NUM
ajst-5664	88	6	.	.	PUNCT
ajst-5664	89	1	information	information	NOUN
ajst-5664	89	2	extraction	extraction	NOUN
ajst-5664	89	3	task	task	NOUN
ajst-5664	89	4	information	information	NOUN
ajst-5664	89	5	extraction	extraction	NOUN
ajst-5664	89	6	refers	refer	VERB
ajst-5664	89	7	to	to	ADP
ajst-5664	89	8	the	the	DET
ajst-5664	89	9	use	use	NOUN
ajst-5664	89	10	of	of	ADP
ajst-5664	89	11	useful	useful	ADJ
ajst-5664	89	12	information	information	NOUN
ajst-5664	89	13	from	from	ADP
ajst-5664	89	14	semi	semi	ADJ
ajst-5664	89	15	-	-	ADJ
ajst-5664	89	16	structured	structured	ADJ
ajst-5664	89	17	and	and	CCONJ
ajst-5664	89	18	non	non	ADJ
ajst-5664	89	19	-	-	ADJ
ajst-5664	89	20	alternative	alternative	ADJ
ajst-5664	89	21	data	datum	NOUN
ajst-5664	89	22	,	,	PUNCT
ajst-5664	89	23	which	which	PRON
ajst-5664	89	24	mainly	mainly	ADV
ajst-5664	89	25	includes	include	VERB
ajst-5664	89	26	named	name	VERB
ajst-5664	89	27	entity	entity	NOUN
ajst-5664	89	28	extraction	extraction	NOUN
ajst-5664	89	29	and	and	CCONJ
ajst-5664	89	30	relationship	relationship	NOUN
ajst-5664	89	31	extraction	extraction	NOUN
ajst-5664	89	32	.	.	PUNCT
ajst-5664	90	1	the	the	DET
ajst-5664	90	2	task	task	NOUN
ajst-5664	90	3	of	of	ADP
ajst-5664	90	4	information	information	NOUN
ajst-5664	90	5	extraction	extraction	NOUN
ajst-5664	90	6	in	in	ADP
ajst-5664	90	7	this	this	DET
ajst-5664	90	8	article	article	NOUN
ajst-5664	90	9	is	be	AUX
ajst-5664	90	10	to	to	PART
ajst-5664	90	11	integrate	integrate	VERB
ajst-5664	90	12	the	the	DET
ajst-5664	90	13	cnc	cnc	ADJ
ajst-5664	90	14	machine	machine	NOUN
ajst-5664	90	15	tool	tool	NOUN
ajst-5664	90	16	fault	fault	VERB
ajst-5664	90	17	diagnosis	diagnosis	NOUN
ajst-5664	90	18	cases	case	NOUN
ajst-5664	90	19	as	as	ADV
ajst-5664	90	20	much	much	ADV
ajst-5664	90	21	as	as	ADP
ajst-5664	90	22	possible	possible	ADJ
ajst-5664	90	23	according	accord	VERB
ajst-5664	90	24	to	to	ADP
ajst-5664	90	25	the	the	DET
ajst-5664	90	26	common	common	ADJ
ajst-5664	90	27	characteristics	characteristic	NOUN
ajst-5664	90	28	and	and	CCONJ
ajst-5664	90	29	general	general	ADJ
ajst-5664	90	30	laws	law	NOUN
ajst-5664	90	31	of	of	ADP
ajst-5664	90	32	these	these	PRON
ajst-5664	90	33	on	on	ADP
ajst-5664	90	34	the	the	DET
ajst-5664	90	35	market	market	NOUN
ajst-5664	90	36	.	.	PUNCT
ajst-5664	91	1	combining	combine	VERB
ajst-5664	91	2	with	with	ADP
ajst-5664	91	3	advanced	advanced	ADJ
ajst-5664	91	4	information	information	NOUN
ajst-5664	91	5	extraction	extraction	NOUN
ajst-5664	91	6	methods	method	NOUN
ajst-5664	91	7	to	to	PART
ajst-5664	91	8	study	study	VERB
ajst-5664	91	9	and	and	CCONJ
ajst-5664	91	10	design	design	VERB
ajst-5664	91	11	the	the	DET
ajst-5664	91	12	appropriate	appropriate	ADJ
ajst-5664	91	13	process	process	NOUN
ajst-5664	91	14	,	,	PUNCT
ajst-5664	91	15	8	8	NUM
ajst-5664	91	16	types	type	NOUN
ajst-5664	91	17	and	and	CCONJ
ajst-5664	91	18	7	7	NUM
ajst-5664	91	19	relationships	relationship	NOUN
ajst-5664	91	20	are	be	AUX
ajst-5664	91	21	extracted	extract	VERB
ajst-5664	91	22	from	from	ADP
ajst-5664	91	23	the	the	DET
ajst-5664	91	24	input	input	NOUN
ajst-5664	91	25	fault	fault	NOUN
ajst-5664	91	26	diagnosis	diagnosis	NOUN
ajst-5664	91	27	cases	case	NOUN
ajst-5664	91	28	,	,	PUNCT
ajst-5664	91	29	providing	provide	VERB
ajst-5664	91	30	structured	structured	ADJ
ajst-5664	91	31	data	datum	NOUN
ajst-5664	91	32	support	support	NOUN
ajst-5664	91	33	for	for	ADP
ajst-5664	91	34	the	the	DET
ajst-5664	91	35	establishment	establishment	NOUN
ajst-5664	91	36	of	of	ADP
ajst-5664	91	37	the	the	DET
ajst-5664	91	38	subsequent	subsequent	ADJ
ajst-5664	91	39	diagram	diagram	NOUN
ajst-5664	91	40	database	database	NOUN
ajst-5664	91	41	.	.	PUNCT
ajst-5664	92	1	3.2	3.2	NUM
ajst-5664	92	2	.	.	PUNCT
ajst-5664	93	1	source	source	NOUN
ajst-5664	93	2	data	data	PROPN
ajst-5664	93	3	input	input	NOUN
ajst-5664	93	4	format	format	NOUN
ajst-5664	93	5	the	the	DET
ajst-5664	93	6	basic	basic	ADJ
ajst-5664	93	7	format	format	NOUN
ajst-5664	93	8	requirements	requirement	NOUN
ajst-5664	93	9	of	of	ADP
ajst-5664	93	10	a	a	DET
ajst-5664	93	11	text	text	NOUN
ajst-5664	93	12	of	of	ADP
ajst-5664	93	13	a	a	DET
ajst-5664	93	14	fault	fault	NOUN
ajst-5664	93	15	diagnosis	diagnosis	NOUN
ajst-5664	93	16	case	case	NOUN
ajst-5664	93	17	are	be	AUX
ajst-5664	93	18	the	the	DET
ajst-5664	93	19	case	case	NOUN
ajst-5664	93	20	records	record	NOUN
ajst-5664	93	21	that	that	PRON
ajst-5664	93	22	meet	meet	VERB
ajst-5664	93	23	the	the	DET
ajst-5664	93	24	basic	basic	ADJ
ajst-5664	93	25	specifications	specification	NOUN
ajst-5664	93	26	,	,	PUNCT
ajst-5664	93	27	which	which	PRON
ajst-5664	93	28	is	be	AUX
ajst-5664	93	29	,	,	PUNCT
ajst-5664	93	30	there	there	PRON
ajst-5664	93	31	are	be	VERB
ajst-5664	93	32	basic	basic	ADJ
ajst-5664	93	33	prompts	prompt	NOUN
ajst-5664	93	34	.	.	PUNCT
ajst-5664	94	1	in	in	ADP
ajst-5664	94	2	detail	detail	NOUN
ajst-5664	94	3	,	,	PUNCT
ajst-5664	94	4	there	there	PRON
ajst-5664	94	5	are	be	VERB
ajst-5664	94	6	related	relate	VERB
ajst-5664	94	7	structured	structured	ADJ
ajst-5664	94	8	characters	character	NOUN
ajst-5664	94	9	about	about	ADP
ajst-5664	94	10	fault	fault	NOUN
ajst-5664	94	11	device	device	NOUN
ajst-5664	94	12	,	,	PUNCT
ajst-5664	94	13	fault	fault	VERB
ajst-5664	94	14	analysis	analysis	NOUN
ajst-5664	94	15	,	,	PUNCT
ajst-5664	94	16	fault	fault	VERB
ajst-5664	94	17	analysis	analysis	NOUN
ajst-5664	94	18	,	,	PUNCT
ajst-5664	94	19	fault	fault	VERB
ajst-5664	94	20	measure	measure	NOUN
ajst-5664	94	21	in	in	ADP
ajst-5664	94	22	the	the	DET
ajst-5664	94	23	information	information	NOUN
ajst-5664	94	24	description	description	NOUN
ajst-5664	94	25	.	.	PUNCT
ajst-5664	95	1	the	the	DET
ajst-5664	95	2	above	above	ADJ
ajst-5664	95	3	specifications	specification	NOUN
ajst-5664	95	4	are	be	AUX
ajst-5664	95	5	reflected	reflect	VERB
ajst-5664	95	6	in	in	ADP
ajst-5664	95	7	the	the	DET
ajst-5664	95	8	concentration	concentration	NOUN
ajst-5664	95	9	of	of	ADP
ajst-5664	95	10	cases	case	NOUN
ajst-5664	95	11	used	use	VERB
ajst-5664	95	12	.	.	PUNCT
ajst-5664	96	1	here	here	ADV
ajst-5664	96	2	are	be	AUX
ajst-5664	96	3	examples	example	NOUN
ajst-5664	96	4	of	of	ADP
ajst-5664	96	5	source	source	NOUN
ajst-5664	96	6	data	datum	NOUN
ajst-5664	96	7	input	input	NOUN
ajst-5664	96	8	samples	sample	NOUN
ajst-5664	96	9	:	:	PUNCT
ajst-5664	96	10	please	please	INTJ
ajst-5664	96	11	enter	enter	VERB
ajst-5664	96	12	a	a	DET
ajst-5664	96	13	fault	fault	NOUN
ajst-5664	96	14	diagnosis	diagnosis	NOUN
ajst-5664	96	15	case	case	NOUN
ajst-5664	96	16	(	(	PUNCT
ajst-5664	96	17	please	please	INTJ
ajst-5664	96	18	satisfy	satisfy	VERB
ajst-5664	96	19	the	the	DET
ajst-5664	96	20	basic	basic	ADJ
ajst-5664	96	21	specifications	specification	NOUN
ajst-5664	96	22	for	for	ADP
ajst-5664	96	23	the	the	DET
ajst-5664	96	24	case	case	NOUN
ajst-5664	96	25	record	record	NOUN
ajst-5664	96	26	):	):	PUNCT
ajst-5664	96	27	fault	fault	NOUN
ajst-5664	96	28	device	device	NOUN
ajst-5664	96	29	:	:	PUNCT
ajst-5664	96	30	ck6140	ck6140	ADJ
ajst-5664	96	31	type	type	NOUN
ajst-5664	96	32	control	control	NOUN
ajst-5664	96	33	lathe	lathe	PROPN
ajst-5664	96	34	with	with	ADP
ajst-5664	96	35	fanuc	fanuc	PROPN
ajst-5664	96	36	0te	0te	ADJ
ajst-5664	96	37	system	system	NOUN
ajst-5664	96	38	.	.	PUNCT
ajst-5664	97	1	fault	fault	VERB
ajst-5664	97	2	phenomenon	phenomenon	NOUN
ajst-5664	97	3	:	:	PUNCT
ajst-5664	97	4	during	during	ADP
ajst-5664	97	5	the	the	DET
ajst-5664	97	6	process	process	NOUN
ajst-5664	97	7	of	of	ADP
ajst-5664	97	8	turning	turning	NOUN
ajst-5664	97	9	,	,	PUNCT
ajst-5664	97	10	the	the	DET
ajst-5664	97	11	x	x	NOUN
ajst-5664	97	12	-	-	NOUN
ajst-5664	97	13	axis	axis	NOUN
ajst-5664	97	14	occasionally	occasionally	ADV
ajst-5664	97	15	appears	appear	VERB
ajst-5664	97	16	the	the	DET
ajst-5664	97	17	"	"	PUNCT
ajst-5664	97	18	knives	knife	NOUN
ajst-5664	97	19	planting	plant	VERB
ajst-5664	97	20	"	"	PUNCT
ajst-5664	97	21	phenomenon	phenomenon	NOUN
ajst-5664	97	22	.	.	PUNCT
ajst-5664	98	1	it	it	PRON
ajst-5664	98	2	is	be	AUX
ajst-5664	98	3	a	a	DET
ajst-5664	98	4	large	large	ADJ
ajst-5664	98	5	error	error	NOUN
ajst-5664	98	6	in	in	ADP
ajst-5664	98	7	the	the	DET
ajst-5664	98	8	processing	processing	NOUN
ajst-5664	98	9	workpiece	workpiece	NOUN
ajst-5664	98	10	of	of	ADP
ajst-5664	98	11	processing	processing	NOUN
ajst-5664	98	12	,	,	PUNCT
ajst-5664	98	13	and	and	CCONJ
ajst-5664	98	14	sometimes	sometimes	ADV
ajst-5664	98	15	even	even	ADV
ajst-5664	98	16	scrap	scrap	VERB
ajst-5664	98	17	the	the	DET
ajst-5664	98	18	workpiece	workpiece	NOUN
ajst-5664	98	19	.	.	PUNCT
ajst-5664	99	1	fault	fault	VERB
ajst-5664	99	2	analysis	analysis	NOUN
ajst-5664	99	3	:	:	PUNCT
ajst-5664	99	4	"	"	PUNCT
ajst-5664	99	5	knives	knife	NOUN
ajst-5664	99	6	planting	planting	NOUN
ajst-5664	99	7	"	"	PUNCT
ajst-5664	99	8	is	be	AUX
ajst-5664	99	9	commonly	commonly	ADV
ajst-5664	99	10	used	use	VERB
ajst-5664	99	11	by	by	ADP
ajst-5664	99	12	operators	operator	NOUN
ajst-5664	99	13	.	.	PUNCT
ajst-5664	100	1	in	in	ADP
ajst-5664	100	2	fact	fact	NOUN
ajst-5664	100	3	,	,	PUNCT
ajst-5664	100	4	it	it	PRON
ajst-5664	100	5	refers	refer	VERB
ajst-5664	100	6	to	to	ADP
ajst-5664	100	7	the	the	DET
ajst-5664	100	8	error	error	NOUN
ajst-5664	100	9	in	in	ADP
ajst-5664	100	10	the	the	DET
ajst-5664	100	11	size	size	NOUN
ajst-5664	100	12	of	of	ADP
ajst-5664	100	13	the	the	DET
ajst-5664	100	14	workpiece	workpiece	NOUN
ajst-5664	100	15	.	.	PUNCT
ajst-5664	101	1	due	due	ADP
ajst-5664	101	2	to	to	ADP
ajst-5664	101	3	the	the	DET
ajst-5664	101	4	occasional	occasional	ADJ
ajst-5664	101	5	occurrence	occurrence	NOUN
ajst-5664	101	6	and	and	CCONJ
ajst-5664	101	7	disappearance	disappearance	NOUN
ajst-5664	101	8	of	of	ADP
ajst-5664	101	9	the	the	DET
ajst-5664	101	10	fault	fault	NOUN
ajst-5664	101	11	phenomenon	phenomenon	NOUN
ajst-5664	101	12	,	,	PUNCT
ajst-5664	101	13	it	it	PRON
ajst-5664	101	14	is	be	AUX
ajst-5664	101	15	difficult	difficult	ADJ
ajst-5664	101	16	to	to	PART
ajst-5664	101	17	analyze	analyze	VERB
ajst-5664	101	18	the	the	DET
ajst-5664	101	19	cause	cause	NOUN
ajst-5664	101	20	of	of	ADP
ajst-5664	101	21	the	the	DET
ajst-5664	101	22	fault	fault	NOUN
ajst-5664	101	23	and	and	CCONJ
ajst-5664	101	24	diagnose	diagnose	VERB
ajst-5664	101	25	the	the	DET
ajst-5664	101	26	inspection	inspection	NOUN
ajst-5664	101	27	.	.	PUNCT
ajst-5664	102	1	the	the	DET
ajst-5664	102	2	common	common	ADJ
ajst-5664	102	3	reason	reason	NOUN
ajst-5664	102	4	is	be	AUX
ajst-5664	102	5	that	that	SCONJ
ajst-5664	102	6	the	the	DET
ajst-5664	102	7	feed	feed	NOUN
ajst-5664	102	8	servo	servo	NOUN
ajst-5664	102	9	system	system	NOUN
ajst-5664	102	10	and	and	CCONJ
ajst-5664	102	11	feed	feed	NOUN
ajst-5664	102	12	transmission	transmission	NOUN
ajst-5664	102	13	mechanism	mechanism	NOUN
ajst-5664	102	14	are	be	AUX
ajst-5664	102	15	faulty	faulty	ADJ
ajst-5664	102	16	.	.	PUNCT
ajst-5664	103	1	①	①	PUNCT
ajst-5664	103	2	check	check	VERB
ajst-5664	103	3	the	the	DET
ajst-5664	103	4	ball	ball	NOUN
ajst-5664	103	5	screw	screw	NOUN
ajst-5664	103	6	of	of	ADP
ajst-5664	103	7	the	the	DET
ajst-5664	103	8	x	x	NOUN
ajst-5664	103	9	axis	axis	NOUN
ajst-5664	103	10	.	.	PUNCT
ajst-5664	104	1	use	use	VERB
ajst-5664	104	2	a	a	DET
ajst-5664	104	3	dial	dial	NOUN
ajst-5664	104	4	indicator	indicator	NOUN
ajst-5664	104	5	to	to	PART
ajst-5664	104	6	measure	measure	VERB
ajst-5664	104	7	the	the	DET
ajst-5664	104	8	clearance	clearance	NOUN
ajst-5664	104	9	of	of	ADP
ajst-5664	104	10	the	the	DET
ajst-5664	104	11	lead	lead	NOUN
ajst-5664	104	12	screw	screw	VERB
ajst-5664	104	13	,	,	PUNCT
ajst-5664	104	14	then	then	ADV
ajst-5664	104	15	make	make	VERB
ajst-5664	104	16	compensation	compensation	NOUN
ajst-5664	104	17	,	,	PUNCT
ajst-5664	104	18	and	and	CCONJ
ajst-5664	104	19	then	then	ADV
ajst-5664	104	20	process	process	NOUN
ajst-5664	104	21	.	.	PUNCT
ajst-5664	105	1	the	the	DET
ajst-5664	105	2	fault	fault	NOUN
ajst-5664	105	3	phenomenon	phenomenon	NOUN
ajst-5664	105	4	remains	remain	VERB
ajst-5664	105	5	unchanged	unchanged	ADJ
ajst-5664	105	6	,	,	PUNCT
ajst-5664	105	7	indicating	indicate	VERB
ajst-5664	105	8	that	that	SCONJ
ajst-5664	105	9	the	the	DET
ajst-5664	105	10	problem	problem	NOUN
ajst-5664	105	11	is	be	AUX
ajst-5664	105	12	not	not	PART
ajst-5664	105	13	here	here	ADV
ajst-5664	105	14	.	.	PUNCT
ajst-5664	106	1	②	②	NUM
ajst-5664	106	2	check	check	NOUN
ajst-5664	106	3	that	that	SCONJ
ajst-5664	106	4	the	the	DET
ajst-5664	106	5	servo	servo	NOUN
ajst-5664	106	6	motor	motor	NOUN
ajst-5664	106	7	,	,	PUNCT
ajst-5664	106	8	conveyor	conveyor	NOUN
ajst-5664	106	9	belt	belt	NOUN
ajst-5664	106	10	,	,	PUNCT
ajst-5664	106	11	encoder	encoder	NOUN
ajst-5664	106	12	,	,	PUNCT
ajst-5664	106	13	etc	etc	X
ajst-5664	106	14	.	.	X
ajst-5664	106	15	of	of	ADP
ajst-5664	106	16	the	the	DET
ajst-5664	106	17	x	x	NOUN
ajst-5664	106	18	-	-	NOUN
ajst-5664	106	19	axis	axis	NOUN
ajst-5664	106	20	are	be	AUX
ajst-5664	106	21	in	in	ADP
ajst-5664	106	22	a	a	DET
ajst-5664	106	23	completely	completely	ADV
ajst-5664	106	24	normal	normal	ADJ
ajst-5664	106	25	state	state	NOUN
ajst-5664	106	26	.	.	PUNCT
ajst-5664	107	1	③because	③because	ADV
ajst-5664	107	2	the	the	DET
ajst-5664	107	3	276	276	NUM
ajst-5664	107	4	fault	fault	NOUN
ajst-5664	107	5	appears	appear	VERB
ajst-5664	107	6	and	and	CCONJ
ajst-5664	107	7	disappears	disappear	VERB
ajst-5664	107	8	from	from	ADP
ajst-5664	107	9	time	time	NOUN
ajst-5664	107	10	to	to	ADP
ajst-5664	107	11	time	time	NOUN
ajst-5664	107	12	,	,	PUNCT
ajst-5664	107	13	it	it	PRON
ajst-5664	107	14	is	be	AUX
ajst-5664	107	15	inferred	infer	VERB
ajst-5664	107	16	that	that	SCONJ
ajst-5664	107	17	there	there	PRON
ajst-5664	107	18	is	be	VERB
ajst-5664	107	19	a	a	DET
ajst-5664	107	20	fault	fault	NOUN
ajst-5664	107	21	in	in	ADP
ajst-5664	107	22	the	the	DET
ajst-5664	107	23	connection	connection	NOUN
ajst-5664	107	24	part	part	NOUN
ajst-5664	107	25	,	,	PUNCT
ajst-5664	107	26	and	and	CCONJ
ajst-5664	107	27	the	the	DET
ajst-5664	107	28	precision	precision	NOUN
ajst-5664	107	29	elastic	elastic	ADJ
ajst-5664	107	30	coupling	coupling	NOUN
ajst-5664	107	31	between	between	ADP
ajst-5664	107	32	the	the	DET
ajst-5664	107	33	encoder	encoder	NOUN
ajst-5664	107	34	and	and	CCONJ
ajst-5664	107	35	the	the	DET
ajst-5664	107	36	ball	ball	NOUN
ajst-5664	107	37	screw	screw	NOUN
ajst-5664	107	38	is	be	AUX
ajst-5664	107	39	removed	remove	VERB
ajst-5664	107	40	for	for	ADP
ajst-5664	107	41	inspection	inspection	NOUN
ajst-5664	107	42	,	,	PUNCT
ajst-5664	107	43	and	and	CCONJ
ajst-5664	107	44	it	it	PRON
ajst-5664	107	45	is	be	AUX
ajst-5664	107	46	found	find	VERB
ajst-5664	107	47	that	that	SCONJ
ajst-5664	107	48	there	there	PRON
ajst-5664	107	49	is	be	VERB
ajst-5664	107	50	a	a	DET
ajst-5664	107	51	small	small	ADJ
ajst-5664	107	52	crack	crack	NOUN
ajst-5664	107	53	on	on	ADP
ajst-5664	107	54	one	one	NUM
ajst-5664	107	55	of	of	ADP
ajst-5664	107	56	its	its	PRON
ajst-5664	107	57	elastic	elastic	ADJ
ajst-5664	107	58	pieces	piece	NOUN
ajst-5664	107	59	,	,	PUNCT
ajst-5664	107	60	and	and	CCONJ
ajst-5664	107	61	the	the	DET
ajst-5664	107	62	elastic	elastic	ADJ
ajst-5664	107	63	coupling	coupling	NOUN
ajst-5664	107	64	has	have	AUX
ajst-5664	107	65	been	be	AUX
ajst-5664	107	66	damaged	damage	VERB
ajst-5664	107	67	.	.	PUNCT
ajst-5664	108	1	according	accord	VERB
ajst-5664	108	2	to	to	ADP
ajst-5664	108	3	the	the	DET
ajst-5664	108	4	diagnosis	diagnosis	NOUN
ajst-5664	108	5	structure	structure	NOUN
ajst-5664	108	6	,	,	PUNCT
ajst-5664	108	7	use	use	VERB
ajst-5664	108	8	the	the	DET
ajst-5664	108	9	elastic	elastic	ADJ
ajst-5664	108	10	coupling	coupling	NOUN
ajst-5664	108	11	of	of	ADP
ajst-5664	108	12	the	the	DET
ajst-5664	108	13	same	same	ADJ
ajst-5664	108	14	type	type	NOUN
ajst-5664	108	15	for	for	ADP
ajst-5664	108	16	replacement	replacement	NOUN
ajst-5664	108	17	inspection	inspection	NOUN
ajst-5664	108	18	.	.	PUNCT
ajst-5664	109	1	after	after	ADP
ajst-5664	109	2	installing	instal	VERB
ajst-5664	109	3	it	it	PRON
ajst-5664	109	4	,	,	PUNCT
ajst-5664	109	5	turn	turn	VERB
ajst-5664	109	6	it	it	PRON
ajst-5664	109	7	on	on	ADP
ajst-5664	109	8	for	for	ADP
ajst-5664	109	9	a	a	DET
ajst-5664	109	10	test	test	NOUN
ajst-5664	109	11	run	run	NOUN
ajst-5664	109	12	,	,	PUNCT
ajst-5664	109	13	and	and	CCONJ
ajst-5664	109	14	the	the	DET
ajst-5664	109	15	fault	fault	NOUN
ajst-5664	109	16	does	do	AUX
ajst-5664	109	17	not	not	PART
ajst-5664	109	18	appear	appear	VERB
ajst-5664	109	19	again	again	ADV
ajst-5664	109	20	.	.	PUNCT
ajst-5664	110	1	the	the	DET
ajst-5664	110	2	elastic	elastic	ADJ
ajst-5664	110	3	coupling	coupling	NOUN
ajst-5664	110	4	was	be	AUX
ajst-5664	110	5	replaced	replace	VERB
ajst-5664	110	6	in	in	ADP
ajst-5664	110	7	the	the	DET
ajst-5664	110	8	bathroom	bathroom	NOUN
ajst-5664	110	9	for	for	ADP
ajst-5664	110	10	maintenance	maintenance	NOUN
ajst-5664	110	11	,	,	PUNCT
ajst-5664	110	12	and	and	CCONJ
ajst-5664	110	13	the	the	DET
ajst-5664	110	14	intermittent	intermittent	ADJ
ajst-5664	110	15	"	"	PUNCT
ajst-5664	110	16	knives	knife	NOUN
ajst-5664	110	17	planting	planting	NOUN
ajst-5664	110	18	"	"	PUNCT
ajst-5664	110	19	fault	fault	NOUN
ajst-5664	110	20	was	be	AUX
ajst-5664	110	21	eliminated	eliminate	VERB
ajst-5664	110	22	.	.	PUNCT
ajst-5664	111	1	3.3	3.3	NUM
ajst-5664	111	2	.	.	PUNCT
ajst-5664	112	1	information	information	NOUN
ajst-5664	112	2	extraction	extraction	NOUN
ajst-5664	112	3	method	method	NOUN
ajst-5664	112	4	selection	selection	NOUN
ajst-5664	112	5	there	there	PRON
ajst-5664	112	6	are	be	VERB
ajst-5664	112	7	three	three	NUM
ajst-5664	112	8	main	main	ADJ
ajst-5664	112	9	types	type	NOUN
ajst-5664	112	10	of	of	ADP
ajst-5664	112	11	information	information	NOUN
ajst-5664	112	12	extraction	extraction	NOUN
ajst-5664	112	13	methods	method	NOUN
ajst-5664	112	14	for	for	ADP
ajst-5664	112	15	unstructured	unstructured	ADJ
ajst-5664	112	16	knowledge	knowledge	NOUN
ajst-5664	112	17	that	that	PRON
ajst-5664	112	18	are	be	AUX
ajst-5664	112	19	popular	popular	ADJ
ajst-5664	112	20	at	at	ADP
ajst-5664	112	21	present	present	ADJ
ajst-5664	112	22	:	:	PUNCT
ajst-5664	112	23	knowledge	knowledge	NOUN
ajst-5664	112	24	rule	rule	NOUN
ajst-5664	112	25	-	-	PUNCT
ajst-5664	112	26	based	base	VERB
ajst-5664	112	27	approach	approach	NOUN
ajst-5664	112	28	:	:	PUNCT
ajst-5664	113	1	1	1	X
ajst-5664	113	2	.	.	X
ajst-5664	113	3	this	this	DET
ajst-5664	113	4	extraction	extraction	NOUN
ajst-5664	113	5	method	method	NOUN
ajst-5664	113	6	is	be	AUX
ajst-5664	113	7	mainly	mainly	ADV
ajst-5664	113	8	suitable	suitable	ADJ
ajst-5664	113	9	for	for	ADP
ajst-5664	113	10	those	those	DET
ajst-5664	113	11	unstructured	unstructured	ADJ
ajst-5664	113	12	data	datum	NOUN
ajst-5664	113	13	who	who	PRON
ajst-5664	113	14	have	have	VERB
ajst-5664	113	15	relatively	relatively	ADV
ajst-5664	113	16	complete	complete	ADJ
ajst-5664	113	17	or	or	CCONJ
ajst-5664	113	18	clear	clear	ADJ
ajst-5664	113	19	extraction	extraction	NOUN
ajst-5664	113	20	rules	rule	NOUN
ajst-5664	113	21	,	,	PUNCT
ajst-5664	113	22	existing	exist	VERB
ajst-5664	113	23	dictionary	dictionary	ADJ
ajst-5664	113	24	table	table	NOUN
ajst-5664	113	25	information	information	NOUN
ajst-5664	113	26	or	or	CCONJ
ajst-5664	113	27	relatively	relatively	ADV
ajst-5664	113	28	fixed	fix	VERB
ajst-5664	113	29	domain	domain	NOUN
ajst-5664	113	30	knowledge	knowledge	NOUN
ajst-5664	113	31	in	in	ADP
ajst-5664	113	32	the	the	DET
ajst-5664	113	33	data	data	NOUN
ajst-5664	113	34	field	field	NOUN
ajst-5664	113	35	,	,	PUNCT
ajst-5664	113	36	requiring	require	VERB
ajst-5664	113	37	high	high	ADJ
ajst-5664	113	38	accuracy	accuracy	NOUN
ajst-5664	113	39	and	and	CCONJ
ajst-5664	113	40	are	be	AUX
ajst-5664	113	41	not	not	PART
ajst-5664	113	42	suitable	suitable	ADJ
ajst-5664	113	43	for	for	ADP
ajst-5664	113	44	machine	machine	NOUN
ajst-5664	113	45	learning	learn	VERB
ajst-5664	113	46	training	training	NOUN
ajst-5664	113	47	due	due	ADP
ajst-5664	113	48	to	to	ADP
ajst-5664	113	49	complex	complex	ADJ
ajst-5664	113	50	data	datum	NOUN
ajst-5664	113	51	types	type	NOUN
ajst-5664	113	52	and	and	CCONJ
ajst-5664	113	53	insufficient	insufficient	ADJ
ajst-5664	113	54	data	datum	NOUN
ajst-5664	113	55	volume	volume	NOUN
ajst-5664	113	56	.	.	PUNCT
ajst-5664	114	1	2	2	X
ajst-5664	114	2	.	.	X
ajst-5664	114	3	methods	method	NOUN
ajst-5664	114	4	based	base	VERB
ajst-5664	114	5	on	on	ADP
ajst-5664	114	6	mathematical	mathematical	ADJ
ajst-5664	114	7	statistics	statistic	NOUN
ajst-5664	114	8	:	:	PUNCT
ajst-5664	114	9	the	the	DET
ajst-5664	114	10	unstructured	unstructured	ADJ
ajst-5664	114	11	data	datum	NOUN
ajst-5664	114	12	targeted	target	VERB
ajst-5664	114	13	by	by	ADP
ajst-5664	114	14	this	this	DET
ajst-5664	114	15	extraction	extraction	NOUN
ajst-5664	114	16	method	method	NOUN
ajst-5664	114	17	mainly	mainly	ADV
ajst-5664	114	18	has	have	VERB
ajst-5664	114	19	the	the	DET
ajst-5664	114	20	following	following	ADJ
ajst-5664	114	21	characteristics	characteristic	NOUN
ajst-5664	114	22	:	:	PUNCT
ajst-5664	114	23	no	no	DET
ajst-5664	114	24	obvious	obvious	ADJ
ajst-5664	114	25	extraction	extraction	NOUN
ajst-5664	114	26	marks	mark	NOUN
ajst-5664	114	27	,	,	PUNCT
ajst-5664	114	28	the	the	DET
ajst-5664	114	29	data	data	NOUN
ajst-5664	114	30	field	field	NOUN
ajst-5664	114	31	is	be	AUX
ajst-5664	114	32	not	not	PART
ajst-5664	114	33	fixed	fix	VERB
ajst-5664	114	34	or	or	CCONJ
ajst-5664	114	35	lacks	lack	VERB
ajst-5664	114	36	knowledge	knowledge	NOUN
ajst-5664	114	37	in	in	ADP
ajst-5664	114	38	related	related	ADJ
ajst-5664	114	39	fields	field	NOUN
ajst-5664	114	40	,	,	PUNCT
ajst-5664	114	41	the	the	DET
ajst-5664	114	42	amount	amount	NOUN
ajst-5664	114	43	of	of	ADP
ajst-5664	114	44	data	datum	NOUN
ajst-5664	114	45	is	be	AUX
ajst-5664	114	46	huge	huge	ADJ
ajst-5664	114	47	,	,	PUNCT
ajst-5664	114	48	which	which	PRON
ajst-5664	114	49	benefits	benefit	VERB
ajst-5664	114	50	the	the	DET
ajst-5664	114	51	rule	rule	NOUN
ajst-5664	114	52	extraction	extraction	NOUN
ajst-5664	114	53	for	for	ADP
ajst-5664	114	54	machine	machine	NOUN
ajst-5664	114	55	learning	learning	NOUN
ajst-5664	114	56	and	and	CCONJ
ajst-5664	114	57	can	can	AUX
ajst-5664	114	58	tolerate	tolerate	VERB
ajst-5664	114	59	a	a	DET
ajst-5664	114	60	certain	certain	ADJ
ajst-5664	114	61	degree	degree	NOUN
ajst-5664	114	62	of	of	ADP
ajst-5664	114	63	error	error	NOUN
ajst-5664	114	64	rate	rate	NOUN
ajst-5664	114	65	.	.	PUNCT
ajst-5664	115	1	3	3	X
ajst-5664	115	2	.	.	X
ajst-5664	115	3	method	method	NOUN
ajst-5664	115	4	based	base	VERB
ajst-5664	115	5	on	on	ADP
ajst-5664	115	6	deep	deep	ADJ
ajst-5664	115	7	learning	learning	NOUN
ajst-5664	115	8	:	:	PUNCT
ajst-5664	115	9	this	this	DET
ajst-5664	115	10	method	method	NOUN
ajst-5664	115	11	is	be	AUX
ajst-5664	115	12	suitable	suitable	ADJ
ajst-5664	115	13	for	for	ADP
ajst-5664	115	14	extracting	extract	VERB
ajst-5664	115	15	hidden	hidden	ADJ
ajst-5664	115	16	information	information	NOUN
ajst-5664	115	17	from	from	ADP
ajst-5664	115	18	complex	complex	ADJ
ajst-5664	115	19	texts	text	NOUN
ajst-5664	115	20	.	.	PUNCT
ajst-5664	116	1	due	due	ADP
ajst-5664	116	2	to	to	ADP
ajst-5664	116	3	the	the	DET
ajst-5664	116	4	complexity	complexity	NOUN
ajst-5664	116	5	of	of	ADP
ajst-5664	116	6	the	the	DET
ajst-5664	116	7	algorithm	algorithm	NOUN
ajst-5664	116	8	network	network	NOUN
ajst-5664	116	9	,	,	PUNCT
ajst-5664	116	10	the	the	DET
ajst-5664	116	11	accuracy	accuracy	NOUN
ajst-5664	116	12	of	of	ADP
ajst-5664	116	13	extraction	extraction	NOUN
ajst-5664	116	14	is	be	AUX
ajst-5664	116	15	deeply	deeply	ADV
ajst-5664	116	16	dependent	dependent	ADJ
ajst-5664	116	17	on	on	ADP
ajst-5664	116	18	the	the	DET
ajst-5664	116	19	complexity	complexity	NOUN
ajst-5664	116	20	of	of	ADP
ajst-5664	116	21	the	the	DET
ajst-5664	116	22	ontology	ontology	NOUN
ajst-5664	116	23	and	and	CCONJ
ajst-5664	116	24	the	the	DET
ajst-5664	116	25	huge	huge	ADJ
ajst-5664	116	26	amount	amount	NOUN
ajst-5664	116	27	of	of	ADP
ajst-5664	116	28	data	datum	NOUN
ajst-5664	116	29	.	.	PUNCT
ajst-5664	117	1	however	however	ADV
ajst-5664	117	2	,	,	PUNCT
ajst-5664	117	3	it	it	PRON
ajst-5664	117	4	has	have	VERB
ajst-5664	117	5	obvious	obvious	ADJ
ajst-5664	117	6	disadvantages	disadvantage	NOUN
ajst-5664	117	7	.	.	PUNCT
ajst-5664	118	1	for	for	ADP
ajst-5664	118	2	complex	complex	ADJ
ajst-5664	118	3	text	text	NOUN
ajst-5664	118	4	,	,	PUNCT
ajst-5664	118	5	the	the	DET
ajst-5664	118	6	extraction	extraction	NOUN
ajst-5664	118	7	effect	effect	NOUN
ajst-5664	118	8	is	be	AUX
ajst-5664	118	9	proportional	proportional	ADJ
ajst-5664	118	10	to	to	ADP
ajst-5664	118	11	the	the	DET
ajst-5664	118	12	complexity	complexity	NOUN
ajst-5664	118	13	and	and	CCONJ
ajst-5664	118	14	quantity	quantity	NOUN
ajst-5664	118	15	of	of	ADP
ajst-5664	118	16	the	the	DET
ajst-5664	118	17	model	model	NOUN
ajst-5664	118	18	,	,	PUNCT
ajst-5664	118	19	and	and	CCONJ
ajst-5664	118	20	the	the	DET
ajst-5664	118	21	calculation	calculation	NOUN
ajst-5664	118	22	cost	cost	NOUN
ajst-5664	118	23	will	will	AUX
ajst-5664	118	24	also	also	ADV
ajst-5664	118	25	increase	increase	VERB
ajst-5664	118	26	significantly	significantly	ADV
ajst-5664	118	27	.	.	PUNCT
ajst-5664	119	1	print	print	NOUN
ajst-5664	119	2	 	 	SPACE
ajst-5664	119	3	case	case	NOUN
ajst-5664	119	4	 	 	SPACE
ajst-5664	119	5	text	text	NOUN
ajst-5664	119	6	start	start	NOUN
ajst-5664	119	7	case	case	NOUN
ajst-5664	119	8	  	  	SPACE
ajst-5664	119	9	text	text	NOUN
ajst-5664	119	10	explicit	explicit	ADJ
ajst-5664	119	11	 	 	SPACE
ajst-5664	119	12	info	info	NOUN
ajst-5664	119	13	.	.	PUNCT
ajst-5664	119	14	  	  	SPACE
ajst-5664	120	1	division	division	NOUN
ajst-5664	120	2	divided	divide	VERB
ajst-5664	120	3	  	  	SPACE
ajst-5664	120	4	explicit	explicit	ADJ
ajst-5664	120	5	  	  	SPACE
ajst-5664	120	6	info	info	NOUN
ajst-5664	120	7	.	.	PUNCT
ajst-5664	121	1	device	device	NOUN
ajst-5664	121	2	 	 	SPACE
ajst-5664	121	3	info	info	NOUN
ajst-5664	121	4	.	.	PUNCT
ajst-5664	122	1	fault	fault	NOUN
ajst-5664	122	2	 	 	SPACE
ajst-5664	122	3	analysis	analysis	NOUN
ajst-5664	122	4	fault	fault	NOUN
ajst-5664	122	5	 	 	SPACE
ajst-5664	122	6	symptom	symptom	NOUN
ajst-5664	122	7	fault	fault	NOUN
ajst-5664	122	8	 	 	SPACE
ajst-5664	122	9	measure	measure	NOUN
ajst-5664	122	10	bilstm‐crf	bilstm‐crf	AUX
ajst-5664	122	11	named	name	VERB
ajst-5664	122	12	 	 	SPACE
ajst-5664	122	13	ontology	ontology	NOUN
ajst-5664	122	14	  	  	SPACE
ajst-5664	122	15	extraction	extraction	NOUN
ajst-5664	122	16	fault	fault	NOUN
ajst-5664	122	17	 	 	SPACE
ajst-5664	122	18	cause	cause	VERB
ajst-5664	122	19	fault	fault	NOUN
ajst-5664	122	20	 	 	SPACE
ajst-5664	122	21	locating	locate	VERB
ajst-5664	122	22	cnc	cnc	ADJ
ajst-5664	122	23	 	 	SPACE
ajst-5664	122	24	type	type	NOUN
ajst-5664	122	25	machine	machine	NOUN
ajst-5664	122	26	 	 	SPACE
ajst-5664	122	27	tool	tool	NOUN
ajst-5664	122	28	  	  	SPACE
ajst-5664	122	29	type	type	NOUN
ajst-5664	122	30	rules	rule	NOUN
ajst-5664	122	31	 	 	SPACE
ajst-5664	122	32	based	base	VERB
ajst-5664	122	33	  	  	SPACE
ajst-5664	122	34	information	information	NOUN
ajst-5664	122	35	 	 	SPACE
ajst-5664	122	36	extraction	extraction	NOUN
ajst-5664	122	37	relation	relation	NOUN
ajst-5664	122	38	  	  	SPACE
ajst-5664	122	39	combination	combination	NOUN
ajst-5664	122	40	neo4j	neo4j	PROPN
ajst-5664	122	41	  	  	SPACE
ajst-5664	122	42	storage	storage	NOUN
ajst-5664	122	43	end	end	NOUN
ajst-5664	122	44	fault	fault	NOUN
ajst-5664	122	45	  	  	SPACE
ajst-5664	122	46	symptom	symptom	NOUN
ajst-5664	122	47	fault	fault	NOUN
ajst-5664	122	48	 	 	SPACE
ajst-5664	122	49	position	position	NOUN
ajst-5664	122	50	figure	figure	NOUN
ajst-5664	122	51	3	3	NUM
ajst-5664	122	52	.	.	PUNCT
ajst-5664	122	53	overall	overall	ADJ
ajst-5664	122	54	process	process	NOUN
ajst-5664	122	55	design	design	VERB
ajst-5664	122	56	277	277	NUM
ajst-5664	122	57	comprehensive	comprehensive	ADJ
ajst-5664	122	58	analysis	analysis	NOUN
ajst-5664	122	59	:	:	PUNCT
ajst-5664	122	60	1.separation	1.separation	NUM
ajst-5664	122	61	of	of	ADP
ajst-5664	122	62	explicit	explicit	ADJ
ajst-5664	122	63	information	information	NOUN
ajst-5664	122	64	:	:	PUNCT
ajst-5664	122	65	separate	separate	ADJ
ajst-5664	122	66	device	device	NOUN
ajst-5664	122	67	information	information	NOUN
ajst-5664	122	68	,	,	PUNCT
ajst-5664	122	69	fault	fault	VERB
ajst-5664	122	70	symptom	symptom	NOUN
ajst-5664	122	71	information	information	NOUN
ajst-5664	122	72	,	,	PUNCT
ajst-5664	122	73	fault	fault	VERB
ajst-5664	122	74	analysis	analysis	NOUN
ajst-5664	122	75	information	information	NOUN
ajst-5664	122	76	and	and	CCONJ
ajst-5664	122	77	fault	fault	VERB
ajst-5664	122	78	measure	measure	NOUN
ajst-5664	122	79	information	information	NOUN
ajst-5664	122	80	from	from	ADP
ajst-5664	122	81	the	the	DET
ajst-5664	122	82	text	text	NOUN
ajst-5664	122	83	of	of	ADP
ajst-5664	122	84	a	a	DET
ajst-5664	122	85	whole	whole	ADJ
ajst-5664	122	86	case	case	NOUN
ajst-5664	122	87	.	.	PUNCT
ajst-5664	123	1	it	it	PRON
ajst-5664	123	2	is	be	AUX
ajst-5664	123	3	best	good	ADJ
ajst-5664	123	4	to	to	PART
ajst-5664	123	5	use	use	VERB
ajst-5664	123	6	the	the	DET
ajst-5664	123	7	knowledge	knowledge	NOUN
ajst-5664	123	8	extraction	extraction	NOUN
ajst-5664	123	9	method	method	NOUN
ajst-5664	123	10	based	base	VERB
ajst-5664	123	11	on	on	ADP
ajst-5664	123	12	knowledge	knowledge	NOUN
ajst-5664	123	13	rules	rule	NOUN
ajst-5664	123	14	in	in	ADP
ajst-5664	123	15	this	this	DET
ajst-5664	123	16	process	process	NOUN
ajst-5664	123	17	,	,	PUNCT
ajst-5664	123	18	because	because	SCONJ
ajst-5664	123	19	the	the	DET
ajst-5664	123	20	case	case	NOUN
ajst-5664	123	21	information	information	NOUN
ajst-5664	123	22	itself	itself	PRON
ajst-5664	123	23	is	be	AUX
ajst-5664	123	24	not	not	PART
ajst-5664	123	25	completely	completely	ADV
ajst-5664	123	26	unstructured	unstructured	ADJ
ajst-5664	123	27	information	information	NOUN
ajst-5664	123	28	.	.	PUNCT
ajst-5664	124	1	rather	rather	ADV
ajst-5664	124	2	,	,	PUNCT
ajst-5664	124	3	a	a	DET
ajst-5664	124	4	case	case	NOUN
ajst-5664	124	5	has	have	AUX
ajst-5664	124	6	made	make	VERB
ajst-5664	124	7	corresponding	corresponding	ADJ
ajst-5664	124	8	clarifications	clarification	NOUN
ajst-5664	124	9	to	to	ADP
ajst-5664	124	10	these	these	DET
ajst-5664	124	11	concepts	concept	NOUN
ajst-5664	124	12	in	in	ADP
ajst-5664	124	13	the	the	DET
ajst-5664	124	14	process	process	NOUN
ajst-5664	124	15	of	of	ADP
ajst-5664	124	16	establishing	establish	VERB
ajst-5664	124	17	examples	example	NOUN
ajst-5664	124	18	.	.	PUNCT
ajst-5664	125	1	for	for	ADP
ajst-5664	125	2	example	example	NOUN
ajst-5664	125	3	,	,	PUNCT
ajst-5664	125	4	in	in	ADP
ajst-5664	125	5	"	"	PUNCT
ajst-5664	125	6	500	500	NUM
ajst-5664	125	7	cases	case	NOUN
ajst-5664	125	8	of	of	ADP
ajst-5664	125	9	fault	fault	NOUN
ajst-5664	125	10	diagnosis	diagnosis	NOUN
ajst-5664	125	11	and	and	CCONJ
ajst-5664	125	12	maintenance	maintenance	NOUN
ajst-5664	125	13	of	of	ADP
ajst-5664	125	14	cnc	cnc	ADJ
ajst-5664	125	15	machine	machine	NOUN
ajst-5664	125	16	tools	tool	NOUN
ajst-5664	125	17	"	"	PUNCT
ajst-5664	125	18	written	write	VERB
ajst-5664	125	19	by	by	ADP
ajst-5664	125	20	gong	gong	PROPN
ajst-5664	125	21	zhonghua	zhonghua	PROPN
ajst-5664	125	22	,	,	PUNCT
ajst-5664	125	23	the	the	DET
ajst-5664	125	24	case	case	NOUN
ajst-5664	125	25	structure	structure	NOUN
ajst-5664	125	26	is	be	AUX
ajst-5664	125	27	often	often	ADV
ajst-5664	125	28	used	use	VERB
ajst-5664	125	29	to	to	PART
ajst-5664	125	30	distinguish	distinguish	VERB
ajst-5664	125	31	between	between	ADP
ajst-5664	125	32	different	different	ADJ
ajst-5664	125	33	entity	entity	NOUN
ajst-5664	125	34	concepts	concept	NOUN
ajst-5664	125	35	:	:	PUNCT
ajst-5664	125	36	fault	fault	VERB
ajst-5664	125	37	system	system	NOUN
ajst-5664	125	38	,	,	PUNCT
ajst-5664	125	39	fault	fault	VERB
ajst-5664	125	40	phenomenon	phenomenon	NOUN
ajst-5664	125	41	,	,	PUNCT
ajst-5664	125	42	fault	fault	VERB
ajst-5664	125	43	analysis	analysis	NOUN
ajst-5664	125	44	and	and	CCONJ
ajst-5664	125	45	inspection	inspection	NOUN
ajst-5664	125	46	,	,	PUNCT
ajst-5664	125	47	and	and	CCONJ
ajst-5664	125	48	fault	fault	VERB
ajst-5664	125	49	handling	handling	NOUN
ajst-5664	125	50	.	.	PUNCT
ajst-5664	126	1	it	it	PRON
ajst-5664	126	2	can	can	AUX
ajst-5664	126	3	be	be	AUX
ajst-5664	126	4	found	find	VERB
ajst-5664	126	5	that	that	SCONJ
ajst-5664	126	6	the	the	DET
ajst-5664	126	7	characteristics	characteristic	NOUN
ajst-5664	126	8	of	of	ADP
ajst-5664	126	9	these	these	DET
ajst-5664	126	10	words	word	NOUN
ajst-5664	126	11	have	have	VERB
ajst-5664	126	12	slight	slight	ADJ
ajst-5664	126	13	differences	difference	NOUN
ajst-5664	126	14	in	in	ADP
ajst-5664	126	15	names	name	NOUN
ajst-5664	126	16	,	,	PUNCT
ajst-5664	126	17	but	but	CCONJ
ajst-5664	126	18	they	they	PRON
ajst-5664	126	19	are	be	AUX
ajst-5664	126	20	unified	unify	VERB
ajst-5664	126	21	in	in	ADP
ajst-5664	126	22	content	content	NOUN
ajst-5664	126	23	.	.	PUNCT
ajst-5664	127	1	for	for	ADP
ajst-5664	127	2	example	example	NOUN
ajst-5664	127	3	,	,	PUNCT
ajst-5664	127	4	"	"	PUNCT
ajst-5664	127	5	fault	fault	VERB
ajst-5664	127	6	analysis	analysis	NOUN
ajst-5664	127	7	"	"	PUNCT
ajst-5664	127	8	and	and	CCONJ
ajst-5664	127	9	"	"	PUNCT
ajst-5664	127	10	fault	fault	VERB
ajst-5664	127	11	analysis	analysis	NOUN
ajst-5664	127	12	"	"	PUNCT
ajst-5664	127	13	represent	represent	VERB
ajst-5664	127	14	a	a	DET
ajst-5664	127	15	concept	concept	NOUN
ajst-5664	127	16	.	.	PUNCT
ajst-5664	128	1	therefore	therefore	ADV
ajst-5664	128	2	,	,	PUNCT
ajst-5664	128	3	this	this	DET
ajst-5664	128	4	part	part	NOUN
ajst-5664	128	5	can	can	AUX
ajst-5664	128	6	first	first	ADV
ajst-5664	128	7	distinguish	distinguish	VERB
ajst-5664	128	8	and	and	CCONJ
ajst-5664	128	9	classify	classify	VERB
ajst-5664	128	10	these	these	DET
ajst-5664	128	11	concepts	concept	NOUN
ajst-5664	128	12	by	by	ADP
ajst-5664	128	13	formulating	formulate	VERB
ajst-5664	128	14	a	a	DET
ajst-5664	128	15	dictionary	dictionary	NOUN
ajst-5664	128	16	,	,	PUNCT
ajst-5664	128	17	and	and	CCONJ
ajst-5664	128	18	then	then	ADV
ajst-5664	128	19	use	use	VERB
ajst-5664	128	20	the	the	DET
ajst-5664	128	21	extraction	extraction	NOUN
ajst-5664	128	22	method	method	NOUN
ajst-5664	128	23	based	base	VERB
ajst-5664	128	24	on	on	ADP
ajst-5664	128	25	rules	rule	NOUN
ajst-5664	128	26	to	to	PART
ajst-5664	128	27	divide	divide	VERB
ajst-5664	128	28	the	the	DET
ajst-5664	128	29	cases	case	NOUN
ajst-5664	128	30	into	into	ADP
ajst-5664	128	31	blocks	block	NOUN
ajst-5664	128	32	in	in	ADP
ajst-5664	128	33	a	a	DET
ajst-5664	128	34	correct	correct	ADJ
ajst-5664	128	35	,	,	PUNCT
ajst-5664	128	36	reasonable	reasonable	ADJ
ajst-5664	128	37	and	and	CCONJ
ajst-5664	128	38	standardized	standardized	ADJ
ajst-5664	128	39	way	way	NOUN
ajst-5664	128	40	.	.	PUNCT
ajst-5664	129	1	2.extraction	2.extraction	NUM
ajst-5664	129	2	of	of	ADP
ajst-5664	129	3	short	short	ADJ
ajst-5664	129	4	information	information	NOUN
ajst-5664	129	5	types	type	NOUN
ajst-5664	129	6	in	in	ADP
ajst-5664	129	7	implicit	implicit	ADJ
ajst-5664	129	8	information	information	NOUN
ajst-5664	129	9	:	:	PUNCT
ajst-5664	129	10	the	the	DET
ajst-5664	129	11	data	data	NOUN
ajst-5664	129	12	types	type	NOUN
ajst-5664	129	13	of	of	ADP
ajst-5664	129	14	the	the	DET
ajst-5664	129	15	three	three	NUM
ajst-5664	129	16	types	type	NOUN
ajst-5664	129	17	of	of	ADP
ajst-5664	129	18	ontologies	ontology	NOUN
ajst-5664	129	19	of	of	ADP
ajst-5664	129	20	cnc	cnc	ADJ
ajst-5664	129	21	system	system	NOUN
ajst-5664	129	22	type	type	NOUN
ajst-5664	129	23	information	information	NOUN
ajst-5664	129	24	,	,	PUNCT
ajst-5664	129	25	machine	machine	NOUN
ajst-5664	129	26	tool	tool	NOUN
ajst-5664	129	27	type	type	NOUN
ajst-5664	129	28	information	information	NOUN
ajst-5664	129	29	and	and	CCONJ
ajst-5664	129	30	fault	fault	VERB
ajst-5664	129	31	position	position	NOUN
ajst-5664	129	32	information	information	NOUN
ajst-5664	129	33	are	be	AUX
ajst-5664	129	34	all	all	PRON
ajst-5664	129	35	single	single	ADJ
ajst-5664	129	36	or	or	CCONJ
ajst-5664	129	37	compound	compound	VERB
ajst-5664	129	38	professional	professional	ADJ
ajst-5664	129	39	terms	term	NOUN
ajst-5664	129	40	.	.	PUNCT
ajst-5664	130	1	this	this	DET
ajst-5664	130	2	type	type	NOUN
ajst-5664	130	3	of	of	ADP
ajst-5664	130	4	ontology	ontology	NOUN
ajst-5664	130	5	information	information	NOUN
ajst-5664	130	6	has	have	VERB
ajst-5664	130	7	the	the	DET
ajst-5664	130	8	characteristics	characteristic	NOUN
ajst-5664	130	9	of	of	ADP
ajst-5664	130	10	relatively	relatively	ADV
ajst-5664	130	11	simple	simple	ADJ
ajst-5664	130	12	structure	structure	NOUN
ajst-5664	130	13	,	,	PUNCT
ajst-5664	130	14	relatively	relatively	ADV
ajst-5664	130	15	strong	strong	ADJ
ajst-5664	130	16	regularity	regularity	NOUN
ajst-5664	130	17	,	,	PUNCT
ajst-5664	130	18	and	and	CCONJ
ajst-5664	130	19	relatively	relatively	ADV
ajst-5664	130	20	large	large	ADJ
ajst-5664	130	21	amount	amount	NOUN
ajst-5664	130	22	of	of	ADP
ajst-5664	130	23	data	datum	NOUN
ajst-5664	130	24	.	.	PUNCT
ajst-5664	131	1	it	it	PRON
ajst-5664	131	2	is	be	AUX
ajst-5664	131	3	very	very	ADV
ajst-5664	131	4	suitable	suitable	ADJ
ajst-5664	131	5	for	for	SCONJ
ajst-5664	131	6	the	the	DET
ajst-5664	131	7	knowledge	knowledge	NOUN
ajst-5664	131	8	extraction	extraction	NOUN
ajst-5664	131	9	method	method	NOUN
ajst-5664	131	10	based	base	VERB
ajst-5664	131	11	on	on	ADP
ajst-5664	131	12	deep	deep	ADJ
ajst-5664	131	13	learning	learning	NOUN
ajst-5664	131	14	to	to	PART
ajst-5664	131	15	extract	extract	VERB
ajst-5664	131	16	from	from	ADP
ajst-5664	131	17	characteristic	characteristic	ADJ
ajst-5664	131	18	paragraphs	paragraph	NOUN
ajst-5664	131	19	.	.	PUNCT
ajst-5664	132	1	it	it	PRON
ajst-5664	132	2	can	can	AUX
ajst-5664	132	3	not	not	PART
ajst-5664	132	4	only	only	ADV
ajst-5664	132	5	achieve	achieve	VERB
ajst-5664	132	6	high	high	ADJ
ajst-5664	132	7	extraction	extraction	NOUN
ajst-5664	132	8	efficiency	efficiency	NOUN
ajst-5664	132	9	and	and	CCONJ
ajst-5664	132	10	high	high	ADJ
ajst-5664	132	11	extraction	extraction	NOUN
ajst-5664	132	12	accuracy	accuracy	NOUN
ajst-5664	132	13	,	,	PUNCT
ajst-5664	132	14	but	but	CCONJ
ajst-5664	132	15	also	also	ADV
ajst-5664	132	16	control	control	VERB
ajst-5664	132	17	the	the	DET
ajst-5664	132	18	extraction	extraction	NOUN
ajst-5664	132	19	cost	cost	NOUN
ajst-5664	132	20	within	within	ADP
ajst-5664	132	21	a	a	DET
ajst-5664	132	22	reasonable	reasonable	ADJ
ajst-5664	132	23	range	range	NOUN
ajst-5664	132	24	.	.	PUNCT
ajst-5664	133	1	3.extraction	3.extraction	NUM
ajst-5664	133	2	of	of	ADP
ajst-5664	133	3	other	other	ADJ
ajst-5664	133	4	data	datum	NOUN
ajst-5664	133	5	types	type	NOUN
ajst-5664	133	6	of	of	ADP
ajst-5664	133	7	implicit	implicit	ADJ
ajst-5664	133	8	information	information	NOUN
ajst-5664	133	9	:	:	PUNCT
ajst-5664	133	10	the	the	DET
ajst-5664	133	11	data	data	NOUN
ajst-5664	133	12	type	type	NOUN
ajst-5664	133	13	of	of	ADP
ajst-5664	133	14	fault	fault	NOUN
ajst-5664	133	15	cause	cause	NOUN
ajst-5664	133	16	and	and	CCONJ
ajst-5664	133	17	fault	fault	VERB
ajst-5664	133	18	location	location	NOUN
ajst-5664	133	19	is	be	AUX
ajst-5664	133	20	mostly	mostly	ADV
ajst-5664	133	21	a	a	DET
ajst-5664	133	22	phrase	phrase	NOUN
ajst-5664	133	23	or	or	CCONJ
ajst-5664	133	24	a	a	DET
ajst-5664	133	25	combination	combination	NOUN
ajst-5664	133	26	of	of	ADP
ajst-5664	133	27	long	long	ADJ
ajst-5664	133	28	and	and	CCONJ
ajst-5664	133	29	short	short	ADJ
ajst-5664	133	30	sentences	sentence	NOUN
ajst-5664	133	31	,	,	PUNCT
ajst-5664	133	32	and	and	CCONJ
ajst-5664	133	33	its	its	PRON
ajst-5664	133	34	extraction	extraction	NOUN
ajst-5664	133	35	uses	use	VERB
ajst-5664	133	36	a	a	DET
ajst-5664	133	37	rule	rule	NOUN
ajst-5664	133	38	-	-	PUNCT
ajst-5664	133	39	based	base	VERB
ajst-5664	133	40	knowledge	knowledge	NOUN
ajst-5664	133	41	extraction	extraction	NOUN
ajst-5664	133	42	method	method	NOUN
ajst-5664	133	43	.	.	PUNCT
ajst-5664	134	1	there	there	PRON
ajst-5664	134	2	are	be	VERB
ajst-5664	134	3	two	two	NUM
ajst-5664	134	4	main	main	ADJ
ajst-5664	134	5	reasons	reason	NOUN
ajst-5664	134	6	for	for	ADP
ajst-5664	134	7	choosing	choose	VERB
ajst-5664	134	8	this	this	DET
ajst-5664	134	9	approach	approach	NOUN
ajst-5664	134	10	.	.	PUNCT
ajst-5664	135	1	first	first	ADV
ajst-5664	135	2	,	,	PUNCT
ajst-5664	135	3	these	these	DET
ajst-5664	135	4	two	two	NUM
ajst-5664	135	5	types	type	NOUN
ajst-5664	135	6	of	of	ADP
ajst-5664	135	7	ontologies	ontology	NOUN
ajst-5664	135	8	are	be	AUX
ajst-5664	135	9	not	not	PART
ajst-5664	135	10	suitable	suitable	ADJ
ajst-5664	135	11	for	for	ADP
ajst-5664	135	12	extraction	extraction	NOUN
ajst-5664	135	13	by	by	ADP
ajst-5664	135	14	means	mean	NOUN
ajst-5664	135	15	of	of	ADP
ajst-5664	135	16	mathematical	mathematical	ADJ
ajst-5664	135	17	statistics	statistic	NOUN
ajst-5664	135	18	and	and	CCONJ
ajst-5664	135	19	deep	deep	ADJ
ajst-5664	135	20	learning	learning	NOUN
ajst-5664	135	21	.	.	PUNCT
ajst-5664	136	1	the	the	DET
ajst-5664	136	2	main	main	ADJ
ajst-5664	136	3	reason	reason	NOUN
ajst-5664	136	4	is	be	AUX
ajst-5664	136	5	that	that	SCONJ
ajst-5664	136	6	the	the	DET
ajst-5664	136	7	amount	amount	NOUN
ajst-5664	136	8	of	of	ADP
ajst-5664	136	9	data	datum	NOUN
ajst-5664	136	10	is	be	AUX
ajst-5664	136	11	limited	limit	VERB
ajst-5664	136	12	,	,	PUNCT
ajst-5664	136	13	the	the	DET
ajst-5664	136	14	data	data	NOUN
ajst-5664	136	15	structure	structure	NOUN
ajst-5664	136	16	is	be	AUX
ajst-5664	136	17	flexible	flexible	ADJ
ajst-5664	136	18	,	,	PUNCT
ajst-5664	136	19	and	and	CCONJ
ajst-5664	136	20	the	the	DET
ajst-5664	136	21	training	training	NOUN
ajst-5664	136	22	is	be	AUX
ajst-5664	136	23	difficult	difficult	ADJ
ajst-5664	136	24	.	.	PUNCT
ajst-5664	137	1	the	the	DET
ajst-5664	137	2	second	second	ADJ
ajst-5664	137	3	is	be	AUX
ajst-5664	137	4	that	that	SCONJ
ajst-5664	137	5	the	the	DET
ajst-5664	137	6	rules	rule	NOUN
ajst-5664	137	7	for	for	ADP
ajst-5664	137	8	the	the	DET
ajst-5664	137	9	extraction	extraction	NOUN
ajst-5664	137	10	of	of	ADP
ajst-5664	137	11	these	these	DET
ajst-5664	137	12	two	two	NUM
ajst-5664	137	13	types	type	NOUN
ajst-5664	137	14	of	of	ADP
ajst-5664	137	15	ontology	ontology	NOUN
ajst-5664	137	16	are	be	AUX
ajst-5664	137	17	relatively	relatively	ADV
ajst-5664	137	18	clear	clear	ADJ
ajst-5664	137	19	,	,	PUNCT
ajst-5664	137	20	and	and	CCONJ
ajst-5664	137	21	the	the	DET
ajst-5664	137	22	corresponding	corresponding	ADJ
ajst-5664	137	23	information	information	NOUN
ajst-5664	137	24	can	can	AUX
ajst-5664	137	25	be	be	AUX
ajst-5664	137	26	extracted	extract	VERB
ajst-5664	137	27	directly	directly	ADV
ajst-5664	137	28	by	by	ADP
ajst-5664	137	29	formulating	formulate	VERB
ajst-5664	137	30	perfect	perfect	ADJ
ajst-5664	137	31	rules	rule	NOUN
ajst-5664	137	32	.	.	PUNCT
ajst-5664	138	1	3.4	3.4	NUM
ajst-5664	138	2	.	.	PUNCT
ajst-5664	138	3	information	information	NOUN
ajst-5664	138	4	extraction	extraction	NOUN
ajst-5664	138	5	process	process	NOUN
ajst-5664	138	6	design	design	VERB
ajst-5664	138	7	3.4.1	3.4.1	NUM
ajst-5664	138	8	.	.	PUNCT
ajst-5664	139	1	overall	overall	ADJ
ajst-5664	139	2	process	process	NOUN
ajst-5664	139	3	design	design	VERB
ajst-5664	139	4	the	the	DET
ajst-5664	139	5	basic	basic	ADJ
ajst-5664	139	6	process	process	NOUN
ajst-5664	139	7	of	of	ADP
ajst-5664	139	8	the	the	DET
ajst-5664	139	9	overall	overall	ADJ
ajst-5664	139	10	design	design	NOUN
ajst-5664	139	11	process	process	NOUN
ajst-5664	139	12	is	be	AUX
ajst-5664	139	13	shown	show	VERB
ajst-5664	139	14	in	in	ADP
ajst-5664	139	15	figure	figure	NOUN
ajst-5664	139	16	3	3	NUM
ajst-5664	139	17	.	.	PUNCT
ajst-5664	139	18	after	after	ADP
ajst-5664	139	19	entering	enter	VERB
ajst-5664	139	20	the	the	DET
ajst-5664	139	21	spec	spec	NOUN
ajst-5664	139	22	-	-	PUNCT
ajst-5664	139	23	compliant	compliant	NOUN
ajst-5664	139	24	case	case	NOUN
ajst-5664	139	25	field	field	NOUN
ajst-5664	139	26	.	.	PUNCT
ajst-5664	140	1	the	the	DET
ajst-5664	140	2	first	first	ADJ
ajst-5664	140	3	step	step	NOUN
ajst-5664	140	4	is	be	AUX
ajst-5664	140	5	to	to	PART
ajst-5664	140	6	separate	separate	VERB
ajst-5664	140	7	the	the	DET
ajst-5664	140	8	explicit	explicit	ADJ
ajst-5664	140	9	information	information	NOUN
ajst-5664	140	10	of	of	ADP
ajst-5664	140	11	the	the	DET
ajst-5664	140	12	case	case	NOUN
ajst-5664	140	13	field	field	NOUN
ajst-5664	140	14	.	.	PUNCT
ajst-5664	141	1	this	this	DET
ajst-5664	141	2	process	process	NOUN
ajst-5664	141	3	uses	use	VERB
ajst-5664	141	4	the	the	DET
ajst-5664	141	5	rule	rule	NOUN
ajst-5664	141	6	-	-	PUNCT
ajst-5664	141	7	based	base	VERB
ajst-5664	141	8	knowledge	knowledge	NOUN
ajst-5664	141	9	extraction	extraction	NOUN
ajst-5664	141	10	method	method	NOUN
ajst-5664	141	11	to	to	PART
ajst-5664	141	12	separate	separate	VERB
ajst-5664	141	13	each	each	DET
ajst-5664	141	14	part	part	NOUN
ajst-5664	141	15	of	of	ADP
ajst-5664	141	16	the	the	DET
ajst-5664	141	17	explicit	explicit	ADJ
ajst-5664	141	18	fault	fault	NOUN
ajst-5664	141	19	information	information	NOUN
ajst-5664	141	20	,	,	PUNCT
ajst-5664	141	21	including	include	VERB
ajst-5664	141	22	device	device	NOUN
ajst-5664	141	23	information	information	NOUN
ajst-5664	141	24	,	,	PUNCT
ajst-5664	141	25	fault	fault	VERB
ajst-5664	141	26	symptom	symptom	NOUN
ajst-5664	141	27	information	information	NOUN
ajst-5664	141	28	,	,	PUNCT
ajst-5664	141	29	fault	fault	VERB
ajst-5664	141	30	analysis	analysis	NOUN
ajst-5664	141	31	information	information	NOUN
ajst-5664	141	32	and	and	CCONJ
ajst-5664	141	33	fault	fault	VERB
ajst-5664	141	34	measure	measure	NOUN
ajst-5664	141	35	information	information	NOUN
ajst-5664	141	36	.	.	PUNCT
ajst-5664	142	1	in	in	ADP
ajst-5664	142	2	the	the	DET
ajst-5664	142	3	second	second	ADJ
ajst-5664	142	4	step	step	NOUN
ajst-5664	142	5	,	,	PUNCT
ajst-5664	142	6	for	for	SCONJ
ajst-5664	142	7	the	the	DET
ajst-5664	142	8	cnc	cnc	PROPN
ajst-5664	142	9	system	system	NOUN
ajst-5664	142	10	information	information	NOUN
ajst-5664	142	11	,	,	PUNCT
ajst-5664	142	12	machine	machine	NOUN
ajst-5664	142	13	tool	tool	NOUN
ajst-5664	142	14	type	type	NOUN
ajst-5664	142	15	information	information	NOUN
ajst-5664	142	16	and	and	CCONJ
ajst-5664	142	17	fault	fault	VERB
ajst-5664	142	18	position	position	NOUN
ajst-5664	142	19	information	information	NOUN
ajst-5664	142	20	,	,	PUNCT
ajst-5664	142	21	the	the	DET
ajst-5664	142	22	bilstm	bilstm	NOUN
ajst-5664	142	23	-	-	PUNCT
ajst-5664	142	24	crf	crf	NOUN
ajst-5664	142	25	ontology	ontology	NOUN
ajst-5664	142	26	extraction	extraction	NOUN
ajst-5664	142	27	algorithm	algorithm	NOUN
ajst-5664	142	28	is	be	AUX
ajst-5664	142	29	used	use	VERB
ajst-5664	142	30	to	to	PART
ajst-5664	142	31	extract	extract	VERB
ajst-5664	142	32	this	this	DET
ajst-5664	142	33	part	part	NOUN
ajst-5664	142	34	of	of	ADP
ajst-5664	142	35	information	information	NOUN
ajst-5664	142	36	from	from	ADP
ajst-5664	142	37	equipment	equipment	NOUN
ajst-5664	142	38	model	model	NOUN
ajst-5664	142	39	information	information	NOUN
ajst-5664	142	40	and	and	CCONJ
ajst-5664	142	41	fault	fault	VERB
ajst-5664	142	42	symptom	symptom	NOUN
ajst-5664	142	43	information	information	NOUN
ajst-5664	142	44	.	.	PUNCT
ajst-5664	143	1	the	the	DET
ajst-5664	143	2	third	third	ADJ
ajst-5664	143	3	step	step	NOUN
ajst-5664	143	4	is	be	AUX
ajst-5664	143	5	to	to	PART
ajst-5664	143	6	use	use	VERB
ajst-5664	143	7	a	a	DET
ajst-5664	143	8	rule	rule	NOUN
ajst-5664	143	9	-	-	PUNCT
ajst-5664	143	10	based	base	VERB
ajst-5664	143	11	information	information	NOUN
ajst-5664	143	12	extraction	extraction	NOUN
ajst-5664	143	13	algorithm	algorithm	NOUN
ajst-5664	143	14	to	to	PART
ajst-5664	143	15	extract	extract	VERB
ajst-5664	143	16	fault	fault	NOUN
ajst-5664	143	17	cause	cause	VERB
ajst-5664	143	18	information	information	NOUN
ajst-5664	143	19	and	and	CCONJ
ajst-5664	143	20	fault	fault	VERB
ajst-5664	143	21	locating	locate	VERB
ajst-5664	143	22	information	information	NOUN
ajst-5664	143	23	from	from	ADP
ajst-5664	143	24	fault	fault	NOUN
ajst-5664	143	25	analysis	analysis	NOUN
ajst-5664	143	26	information	information	NOUN
ajst-5664	143	27	.	.	PUNCT
ajst-5664	144	1	the	the	DET
ajst-5664	144	2	fourth	fourth	ADJ
ajst-5664	144	3	step	step	NOUN
ajst-5664	144	4	is	be	AUX
ajst-5664	144	5	to	to	PART
ajst-5664	144	6	combine	combine	VERB
ajst-5664	144	7	the	the	DET
ajst-5664	144	8	extracted	extract	VERB
ajst-5664	144	9	entity	entity	NOUN
ajst-5664	144	10	types	type	NOUN
ajst-5664	144	11	by	by	ADP
ajst-5664	144	12	means	mean	NOUN
ajst-5664	144	13	of	of	ADP
ajst-5664	144	14	relationship	relationship	NOUN
ajst-5664	144	15	combination	combination	NOUN
ajst-5664	144	16	to	to	PART
ajst-5664	144	17	form	form	VERB
ajst-5664	144	18	structural	structural	ADJ
ajst-5664	144	19	knowledge	knowledge	NOUN
ajst-5664	144	20	of	of	ADP
ajst-5664	144	21	entities	entity	NOUN
ajst-5664	144	22	and	and	CCONJ
ajst-5664	144	23	relationships	relationship	NOUN
ajst-5664	144	24	.	.	PUNCT
ajst-5664	145	1	at	at	ADP
ajst-5664	145	2	this	this	DET
ajst-5664	145	3	point	point	NOUN
ajst-5664	145	4	,	,	PUNCT
ajst-5664	145	5	all	all	DET
ajst-5664	145	6	the	the	DET
ajst-5664	145	7	work	work	NOUN
ajst-5664	145	8	of	of	ADP
ajst-5664	145	9	information	information	NOUN
ajst-5664	145	10	extraction	extraction	NOUN
ajst-5664	145	11	has	have	AUX
ajst-5664	145	12	been	be	AUX
ajst-5664	145	13	completed	complete	VERB
ajst-5664	145	14	,	,	PUNCT
ajst-5664	145	15	and	and	CCONJ
ajst-5664	145	16	then	then	ADV
ajst-5664	145	17	the	the	DET
ajst-5664	145	18	structural	structural	ADJ
ajst-5664	145	19	knowledge	knowledge	NOUN
ajst-5664	145	20	is	be	AUX
ajst-5664	145	21	stored	store	VERB
ajst-5664	145	22	in	in	ADP
ajst-5664	145	23	the	the	DET
ajst-5664	145	24	neo4j	neo4j	PROPN
ajst-5664	145	25	graph	graph	NOUN
ajst-5664	145	26	database	database	NOUN
ajst-5664	145	27	.	.	PUNCT
ajst-5664	146	1	3.4.2	3.4.2	NUM
ajst-5664	146	2	.	.	PUNCT
ajst-5664	146	3	bilstm	bilstm	NOUN
ajst-5664	146	4	-	-	PUNCT
ajst-5664	146	5	crf	crf	NOUN
ajst-5664	146	6	named	name	VERB
ajst-5664	146	7	entity	entity	NOUN
ajst-5664	146	8	extraction	extraction	NOUN
ajst-5664	146	9	bilstm	bilstm	NOUN
ajst-5664	146	10	is	be	AUX
ajst-5664	146	11	a	a	DET
ajst-5664	146	12	type	type	NOUN
ajst-5664	146	13	of	of	ADP
ajst-5664	146	14	lstm	lstm	NOUN
ajst-5664	146	15	that	that	PRON
ajst-5664	146	16	combines	combine	VERB
ajst-5664	146	17	forward	forward	ADV
ajst-5664	146	18	and	and	CCONJ
ajst-5664	146	19	backward	backward	ADJ
ajst-5664	146	20	lstm	lstm	NOUN
ajst-5664	146	21	to	to	PART
ajst-5664	146	22	extract	extract	VERB
ajst-5664	146	23	all	all	DET
ajst-5664	146	24	the	the	DET
ajst-5664	146	25	necessary	necessary	ADJ
ajst-5664	146	26	information	information	NOUN
ajst-5664	146	27	from	from	ADP
ajst-5664	146	28	a	a	DET
ajst-5664	146	29	sentence	sentence	NOUN
ajst-5664	146	30	.	.	PUNCT
ajst-5664	147	1	lstm	lstm	NOUN
ajst-5664	147	2	improves	improve	VERB
ajst-5664	147	3	upon	upon	SCONJ
ajst-5664	147	4	traditional	traditional	ADJ
ajst-5664	147	5	rnn	rnn	NOUN
ajst-5664	147	6	by	by	ADP
ajst-5664	147	7	introducing	introduce	VERB
ajst-5664	147	8	memory	memory	NOUN
ajst-5664	147	9	and	and	CCONJ
ajst-5664	147	10	forgetting	forget	VERB
ajst-5664	147	11	units	unit	NOUN
ajst-5664	147	12	to	to	PART
ajst-5664	147	13	avoid	avoid	VERB
ajst-5664	147	14	information	information	NOUN
ajst-5664	147	15	loss	loss	NOUN
ajst-5664	147	16	and	and	CCONJ
ajst-5664	147	17	gradient	gradient	ADJ
ajst-5664	147	18	explosion	explosion	NOUN
ajst-5664	147	19	in	in	ADP
ajst-5664	147	20	deep	deep	ADJ
ajst-5664	147	21	learning	learning	NOUN
ajst-5664	147	22	[	[	X
ajst-5664	147	23	6	6	NUM
ajst-5664	147	24	]	]	PUNCT
ajst-5664	147	25	.	.	PUNCT
ajst-5664	148	1	the	the	DET
ajst-5664	148	2	bio	bio	NOUN
ajst-5664	148	3	marking	mark	VERB
ajst-5664	148	4	method	method	NOUN
ajst-5664	148	5	is	be	AUX
ajst-5664	148	6	used	use	VERB
ajst-5664	148	7	,	,	PUNCT
ajst-5664	148	8	where	where	SCONJ
ajst-5664	148	9	“	"	PUNCT
ajst-5664	148	10	b	b	X
ajst-5664	148	11	”	"	PUNCT
ajst-5664	148	12	denotes	denote	VERB
ajst-5664	148	13	the	the	DET
ajst-5664	148	14	start	start	NOUN
ajst-5664	148	15	of	of	ADP
ajst-5664	148	16	an	an	DET
ajst-5664	148	17	entity	entity	NOUN
ajst-5664	148	18	,	,	PUNCT
ajst-5664	148	19	“	"	PUNCT
ajst-5664	148	20	i	i	PRON
ajst-5664	148	21	”	"	PUNCT
ajst-5664	148	22	denotes	denote	VERB
ajst-5664	148	23	other	other	ADJ
ajst-5664	148	24	parts	part	NOUN
ajst-5664	148	25	of	of	ADP
ajst-5664	148	26	the	the	DET
ajst-5664	148	27	entity	entity	NOUN
ajst-5664	148	28	,	,	PUNCT
ajst-5664	148	29	and	and	CCONJ
ajst-5664	148	30	“	"	PUNCT
ajst-5664	148	31	o	o	NOUN
ajst-5664	148	32	”	"	PUNCT
ajst-5664	148	33	denotes	denote	NOUN
ajst-5664	148	34	non	non	ADJ
ajst-5664	148	35	-	-	ADJ
ajst-5664	148	36	entity	entity	ADJ
ajst-5664	148	37	parts	part	NOUN
ajst-5664	148	38	.	.	PUNCT
ajst-5664	149	1	lstm	lstm	NOUN
ajst-5664	149	2	calculates	calculate	VERB
ajst-5664	149	3	useful	useful	ADJ
ajst-5664	149	4	information	information	NOUN
ajst-5664	149	5	for	for	ADP
ajst-5664	149	6	subsequent	subsequent	ADJ
ajst-5664	149	7	moments	moment	NOUN
ajst-5664	149	8	by	by	ADP
ajst-5664	149	9	forgetting	forget	VERB
ajst-5664	149	10	irrelevant	irrelevant	ADJ
ajst-5664	149	11	information	information	NOUN
ajst-5664	149	12	and	and	CCONJ
ajst-5664	149	13	memorizing	memorize	VERB
ajst-5664	149	14	new	new	ADJ
ajst-5664	149	15	information	information	NOUN
ajst-5664	149	16	.	.	PUNCT
ajst-5664	150	1	see	see	VERB
ajst-5664	150	2	the	the	DET
ajst-5664	150	3	figure	figure	NOUN
ajst-5664	150	4	for	for	ADP
ajst-5664	150	5	a	a	DET
ajst-5664	150	6	visual	visual	ADJ
ajst-5664	150	7	representation	representation	NOUN
ajst-5664	150	8	of	of	ADP
ajst-5664	150	9	the	the	DET
ajst-5664	150	10	lstm	lstm	PROPN
ajst-5664	150	11	principle	principle	NOUN
ajst-5664	150	12	.	.	PUNCT
ajst-5664	151	1	the	the	DET
ajst-5664	151	2	principle	principle	NOUN
ajst-5664	151	3	of	of	ADP
ajst-5664	151	4	lstm	lstm	NOUN
ajst-5664	151	5	is	be	AUX
ajst-5664	151	6	shown	show	VERB
ajst-5664	151	7	in	in	ADP
ajst-5664	151	8	the	the	DET
ajst-5664	151	9	figure	figure	NOUN
ajst-5664	151	10	4	4	NUM
ajst-5664	151	11	.	.	PUNCT
ajst-5664	151	12	figure	figure	VERB
ajst-5664	151	13	4	4	NUM
ajst-5664	151	14	.	.	PUNCT
ajst-5664	152	1	the	the	DET
ajst-5664	152	2	principle	principle	NOUN
ajst-5664	152	3	of	of	ADP
ajst-5664	152	4	lstm	lstm	PROPN
ajst-5664	152	5	the	the	DET
ajst-5664	152	6	lstm	lstm	NOUN
ajst-5664	152	7	structure	structure	NOUN
ajst-5664	152	8	includes	include	VERB
ajst-5664	152	9	three	three	NUM
ajst-5664	152	10	structures	structure	NOUN
ajst-5664	152	11	:	:	PUNCT
ajst-5664	152	12	forget	forget	VERB
ajst-5664	152	13	gate	gate	NOUN
ajst-5664	152	14	,	,	PUNCT
ajst-5664	152	15	input	input	NOUN
ajst-5664	152	16	gate	gate	NOUN
ajst-5664	152	17	,	,	PUNCT
ajst-5664	152	18	and	and	CCONJ
ajst-5664	152	19	output	output	NOUN
ajst-5664	152	20	gate	gate	NOUN
ajst-5664	152	21	.	.	PUNCT
ajst-5664	153	1	first	first	ADV
ajst-5664	153	2	,	,	PUNCT
ajst-5664	153	3	calculate	calculate	VERB
ajst-5664	153	4	the	the	DET
ajst-5664	153	5	forget	forget	NOUN
ajst-5664	153	6	gate	gate	NOUN
ajst-5664	153	7	and	and	CCONJ
ajst-5664	153	8	select	select	VERB
ajst-5664	153	9	the	the	DET
ajst-5664	153	10	information	information	NOUN
ajst-5664	153	11	to	to	PART
ajst-5664	153	12	be	be	AUX
ajst-5664	153	13	forgotten	forget	VERB
ajst-5664	153	14	:	:	PUNCT
ajst-5664	153	15	𝑓	𝑓	DET
ajst-5664	153	16	𝜎	𝜎	X
ajst-5664	153	17	𝑊	𝑊	NOUN
ajst-5664	153	18	∙	∙	PROPN
ajst-5664	153	19	ℎ	ℎ	PROPN
ajst-5664	153	20	,	,	PUNCT
ajst-5664	153	21	𝑥	𝑥	PROPN
ajst-5664	153	22	𝑏	𝑏	PROPN
ajst-5664	153	23	(	(	PUNCT
ajst-5664	153	24	1	1	NUM
ajst-5664	153	25	)	)	PUNCT
ajst-5664	153	26	in	in	ADP
ajst-5664	153	27	the	the	DET
ajst-5664	153	28	formula	formula	NOUN
ajst-5664	153	29	(	(	PUNCT
ajst-5664	153	30	1	1	NUM
ajst-5664	153	31	):	):	PUNCT
ajst-5664	153	32	𝑓	𝑓	PRON
ajst-5664	153	33	is	be	AUX
ajst-5664	153	34	the	the	DET
ajst-5664	153	35	value	value	NOUN
ajst-5664	153	36	of	of	ADP
ajst-5664	153	37	the	the	DET
ajst-5664	153	38	forget	forget	NOUN
ajst-5664	153	39	gate	gate	NOUN
ajst-5664	153	40	,	,	PUNCT
ajst-5664	153	41	ℎ	ℎ	PROPN
ajst-5664	153	42	is	be	AUX
ajst-5664	153	43	the	the	DET
ajst-5664	153	44	state	state	NOUN
ajst-5664	153	45	of	of	ADP
ajst-5664	153	46	the	the	DET
ajst-5664	153	47	hidden	hide	VERB
ajst-5664	153	48	layer	layer	NOUN
ajst-5664	153	49	at	at	ADP
ajst-5664	153	50	the	the	DET
ajst-5664	153	51	previous	previous	ADJ
ajst-5664	153	52	moment	moment	NOUN
ajst-5664	153	53	,	,	PUNCT
ajst-5664	153	54	𝑥	𝑥	PROPN
ajst-5664	153	55	is	be	AUX
ajst-5664	153	56	the	the	DET
ajst-5664	153	57	input	input	NOUN
ajst-5664	153	58	word	word	NOUN
ajst-5664	153	59	at	at	ADP
ajst-5664	153	60	the	the	DET
ajst-5664	153	61	current	current	ADJ
ajst-5664	153	62	moment	moment	NOUN
ajst-5664	153	63	,	,	PUNCT
ajst-5664	153	64	𝜎	𝜎	PROPN
ajst-5664	153	65	is	be	AUX
ajst-5664	153	66	activation	activation	NOUN
ajst-5664	153	67	function	function	NOUN
ajst-5664	153	68	,	,	PUNCT
ajst-5664	153	69	𝑊	𝑊	PROPN
ajst-5664	153	70	is	be	AUX
ajst-5664	153	71	connection	connection	NOUN
ajst-5664	153	72	weight	weight	NOUN
ajst-5664	153	73	vector	vector	NOUN
ajst-5664	153	74	,	,	PUNCT
ajst-5664	153	75	𝑏	𝑏	PROPN
ajst-5664	153	76	is	be	AUX
ajst-5664	153	77	bias	bias	NOUN
ajst-5664	153	78	vector	vector	NOUN
ajst-5664	153	79	.	.	PUNCT
ajst-5664	154	1	next	next	ADV
ajst-5664	154	2	,	,	PUNCT
ajst-5664	154	3	calculate	calculate	VERB
ajst-5664	154	4	the	the	DET
ajst-5664	154	5	memory	memory	NOUN
ajst-5664	154	6	gate	gate	NOUN
ajst-5664	154	7	and	and	CCONJ
ajst-5664	154	8	select	select	VERB
ajst-5664	154	9	the	the	DET
ajst-5664	154	10	information	information	NOUN
ajst-5664	154	11	to	to	PART
ajst-5664	154	12	be	be	AUX
ajst-5664	154	13	memorized	memorize	VERB
ajst-5664	154	14	:	:	PUNCT
ajst-5664	155	1	𝑖	𝑖	SYM
ajst-5664	155	2	𝜎	𝜎	NOUN
ajst-5664	155	3	𝑊	𝑊	NOUN
ajst-5664	155	4	∙	∙	PROPN
ajst-5664	155	5	ℎ	ℎ	PROPN
ajst-5664	155	6	,	,	PUNCT
ajst-5664	155	7	𝑥	𝑥	PROPN
ajst-5664	155	8	𝑏	𝑏	PROPN
ajst-5664	155	9	(	(	PUNCT
ajst-5664	155	10	2	2	NUM
ajst-5664	155	11	)	)	PUNCT
ajst-5664	155	12	𝐶	𝐶	PROPN
ajst-5664	155	13	𝑡𝑎𝑛ℎ	𝑡𝑎𝑛ℎ	NOUN
ajst-5664	155	14	𝑊	𝑊	PROPN
ajst-5664	155	15	∙	∙	PROPN
ajst-5664	155	16	ℎ	ℎ	PROPN
ajst-5664	155	17	,	,	PUNCT
ajst-5664	155	18	𝑥	𝑥	PROPN
ajst-5664	155	19	𝑏	𝑏	PROPN
ajst-5664	155	20	(	(	PUNCT
ajst-5664	155	21	3	3	NUM
ajst-5664	155	22	)	)	PUNCT
ajst-5664	155	23	in	in	ADP
ajst-5664	155	24	the	the	DET
ajst-5664	155	25	formula	formula	NOUN
ajst-5664	155	26	(	(	PUNCT
ajst-5664	155	27	2	2	NUM
ajst-5664	155	28	)	)	PUNCT
ajst-5664	155	29	and	and	CCONJ
ajst-5664	155	30	(	(	PUNCT
ajst-5664	155	31	3	3	NUM
ajst-5664	155	32	):	):	PUNCT
ajst-5664	155	33	𝑖	𝑖	PRON
ajst-5664	155	34	is	be	AUX
ajst-5664	155	35	the	the	DET
ajst-5664	155	36	value	value	NOUN
ajst-5664	155	37	of	of	ADP
ajst-5664	155	38	the	the	DET
ajst-5664	155	39	memory	memory	NOUN
ajst-5664	155	40	gate	gate	NOUN
ajst-5664	155	41	,	,	PUNCT
ajst-5664	155	42	𝐶	𝐶	PROPN
ajst-5664	155	43	is	be	AUX
ajst-5664	155	44	provisional	provisional	ADJ
ajst-5664	155	45	status	status	NOUN
ajst-5664	155	46	.	.	PUNCT
ajst-5664	156	1	calculate	calculate	VERB
ajst-5664	156	2	the	the	DET
ajst-5664	156	3	current	current	ADJ
ajst-5664	156	4	moment	moment	NOUN
ajst-5664	156	5	state	state	NOUN
ajst-5664	156	6	as	as	ADP
ajst-5664	156	7	formula	formula	NOUN
ajst-5664	156	8	(	(	PUNCT
ajst-5664	156	9	4	4	NUM
ajst-5664	156	10	):	):	PUNCT
ajst-5664	156	11	𝐶	𝐶	PROPN
ajst-5664	156	12	𝑓	𝑓	PRON
ajst-5664	156	13	𝐶	𝐶	PROPN
ajst-5664	156	14	𝑖	𝑖	SYM
ajst-5664	156	15	𝐶	𝐶	PROPN
ajst-5664	156	16	(	(	PUNCT
ajst-5664	156	17	4	4	NUM
ajst-5664	156	18	)	)	PUNCT
ajst-5664	156	19	finally	finally	ADV
ajst-5664	156	20	,	,	PUNCT
ajst-5664	156	21	calculate	calculate	VERB
ajst-5664	156	22	the	the	DET
ajst-5664	156	23	output	output	NOUN
ajst-5664	156	24	gate	gate	NOUN
ajst-5664	156	25	and	and	CCONJ
ajst-5664	156	26	the	the	DET
ajst-5664	156	27	hidden	hide	VERB
ajst-5664	156	28	layer	layer	NOUN
ajst-5664	156	29	state	state	NOUN
ajst-5664	156	30	at	at	ADP
ajst-5664	156	31	the	the	DET
ajst-5664	156	32	current	current	ADJ
ajst-5664	156	33	moment	moment	NOUN
ajst-5664	156	34	:	:	PUNCT
ajst-5664	156	35	𝑂	𝑂	PROPN
ajst-5664	156	36	𝜎	𝜎	NOUN
ajst-5664	156	37	𝑊	𝑊	VERB
ajst-5664	156	38	∙	∙	PROPN
ajst-5664	156	39	ℎ	ℎ	PROPN
ajst-5664	156	40	,	,	PUNCT
ajst-5664	156	41	𝑥	𝑥	PROPN
ajst-5664	156	42	𝑏	𝑏	PROPN
ajst-5664	156	43	(	(	PUNCT
ajst-5664	156	44	5	5	NUM
ajst-5664	156	45	)	)	PUNCT
ajst-5664	156	46	ℎ	ℎ	PROPN
ajst-5664	156	47	𝑂	𝑂	PROPN
ajst-5664	156	48	∙	∙	PROPN
ajst-5664	156	49	tanh	tanh	PROPN
ajst-5664	156	50	𝐶	𝐶	PROPN
ajst-5664	156	51	(	(	PUNCT
ajst-5664	156	52	6	6	NUM
ajst-5664	156	53	)	)	PUNCT
ajst-5664	156	54	278	278	NUM
ajst-5664	156	55	in	in	ADP
ajst-5664	156	56	the	the	DET
ajst-5664	156	57	formula	formula	NOUN
ajst-5664	156	58	(	(	PUNCT
ajst-5664	156	59	5	5	NUM
ajst-5664	156	60	)	)	PUNCT
ajst-5664	156	61	and	and	CCONJ
ajst-5664	156	62	(	(	PUNCT
ajst-5664	156	63	6	6	NUM
ajst-5664	156	64	):	):	PUNCT
ajst-5664	156	65	𝑂	𝑂	PROPN
ajst-5664	156	66	is	be	AUX
ajst-5664	156	67	the	the	DET
ajst-5664	156	68	value	value	NOUN
ajst-5664	156	69	of	of	ADP
ajst-5664	156	70	the	the	DET
ajst-5664	156	71	output	output	NOUN
ajst-5664	156	72	gate	gate	NOUN
ajst-5664	156	73	,	,	PUNCT
ajst-5664	156	74	ℎ	ℎ	PROPN
ajst-5664	156	75	is	be	AUX
ajst-5664	156	76	hidden	hide	VERB
ajst-5664	156	77	state	state	NOUN
ajst-5664	156	78	.	.	PUNCT
ajst-5664	157	1	finally	finally	ADV
ajst-5664	157	2	,	,	PUNCT
ajst-5664	157	3	the	the	DET
ajst-5664	157	4	hidden	hide	VERB
ajst-5664	157	5	layer	layer	NOUN
ajst-5664	157	6	state	state	NOUN
ajst-5664	157	7	ℎ	ℎ	NOUN
ajst-5664	157	8	,	,	PUNCT
ajst-5664	157	9	ℎ	ℎ	PROPN
ajst-5664	157	10	,	,	PUNCT
ajst-5664	157	11	…	…	PUNCT
ajst-5664	157	12	,	,	PUNCT
ajst-5664	157	13	ℎ	ℎ	NOUN
ajst-5664	157	14	of	of	ADP
ajst-5664	157	15	the	the	DET
ajst-5664	157	16	same	same	ADJ
ajst-5664	157	17	length	length	NOUN
ajst-5664	157	18	as	as	SCONJ
ajst-5664	157	19	the	the	DET
ajst-5664	157	20	sentence	sentence	NOUN
ajst-5664	157	21	can	can	AUX
ajst-5664	157	22	be	be	AUX
ajst-5664	157	23	obtained	obtain	VERB
ajst-5664	157	24	.	.	PUNCT
ajst-5664	158	1	bilstm	bilstm	NOUN
ajst-5664	158	2	is	be	AUX
ajst-5664	158	3	a	a	DET
ajst-5664	158	4	combination	combination	NOUN
ajst-5664	158	5	of	of	ADP
ajst-5664	158	6	forward	forward	ADJ
ajst-5664	158	7	lstm	lstm	NOUN
ajst-5664	158	8	and	and	CCONJ
ajst-5664	158	9	backward	backward	ADJ
ajst-5664	158	10	lstm	lstm	ADJ
ajst-5664	158	11	.	.	PUNCT
ajst-5664	159	1	it	it	PRON
ajst-5664	159	2	obtains	obtain	VERB
ajst-5664	159	3	the	the	DET
ajst-5664	159	4	forward	forward	ADJ
ajst-5664	159	5	vector	vector	NOUN
ajst-5664	159	6	through	through	ADP
ajst-5664	159	7	the	the	DET
ajst-5664	159	8	forward	forward	ADJ
ajst-5664	159	9	lstm	lstm	NOUN
ajst-5664	159	10	,	,	PUNCT
ajst-5664	159	11	obtains	obtain	VERB
ajst-5664	159	12	the	the	DET
ajst-5664	159	13	backward	backward	ADJ
ajst-5664	159	14	vector	vector	NOUN
ajst-5664	159	15	through	through	ADP
ajst-5664	159	16	the	the	DET
ajst-5664	159	17	backward	backward	ADJ
ajst-5664	159	18	lstm	lstm	NOUN
ajst-5664	159	19	,	,	PUNCT
ajst-5664	159	20	and	and	CCONJ
ajst-5664	159	21	concatenates	concatenate	VERB
ajst-5664	159	22	the	the	DET
ajst-5664	159	23	forward	forward	ADJ
ajst-5664	159	24	vector	vector	NOUN
ajst-5664	159	25	and	and	CCONJ
ajst-5664	159	26	the	the	DET
ajst-5664	159	27	backward	backward	ADJ
ajst-5664	159	28	vector	vector	NOUN
ajst-5664	159	29	to	to	PART
ajst-5664	159	30	obtain	obtain	VERB
ajst-5664	159	31	the	the	DET
ajst-5664	159	32	final	final	ADJ
ajst-5664	159	33	output	output	NOUN
ajst-5664	159	34	vector	vector	NOUN
ajst-5664	160	1	[	[	X
ajst-5664	160	2	7	7	NUM
ajst-5664	160	3	]	]	PUNCT
ajst-5664	160	4	.	.	PUNCT
ajst-5664	161	1	therefore	therefore	ADV
ajst-5664	161	2	,	,	PUNCT
ajst-5664	161	3	bilstm	bilstm	NOUN
ajst-5664	161	4	can	can	AUX
ajst-5664	161	5	better	well	ADV
ajst-5664	161	6	contain	contain	VERB
ajst-5664	161	7	the	the	DET
ajst-5664	161	8	information	information	NOUN
ajst-5664	161	9	before	before	ADP
ajst-5664	161	10	and	and	CCONJ
ajst-5664	161	11	after	after	ADP
ajst-5664	161	12	the	the	DET
ajst-5664	161	13	semantics	semantic	NOUN
ajst-5664	161	14	,	,	PUNCT
ajst-5664	161	15	learn	learn	VERB
ajst-5664	161	16	the	the	DET
ajst-5664	161	17	bidirectional	bidirectional	ADJ
ajst-5664	161	18	semantic	semantic	ADJ
ajst-5664	161	19	information	information	NOUN
ajst-5664	161	20	expressed	express	VERB
ajst-5664	161	21	in	in	ADP
ajst-5664	161	22	the	the	DET
ajst-5664	161	23	context	context	NOUN
ajst-5664	161	24	and	and	CCONJ
ajst-5664	161	25	improve	improve	VERB
ajst-5664	161	26	the	the	DET
ajst-5664	161	27	effect	effect	NOUN
ajst-5664	161	28	of	of	ADP
ajst-5664	161	29	named	name	VERB
ajst-5664	161	30	entity	entity	NOUN
ajst-5664	161	31	recognition	recognition	NOUN
ajst-5664	161	32	.	.	PUNCT
ajst-5664	162	1	the	the	DET
ajst-5664	162	2	principle	principle	NOUN
ajst-5664	162	3	of	of	ADP
ajst-5664	162	4	bilstm	bilstm	NOUN
ajst-5664	162	5	is	be	AUX
ajst-5664	162	6	shown	show	VERB
ajst-5664	162	7	in	in	ADP
ajst-5664	162	8	the	the	DET
ajst-5664	162	9	figure	figure	NOUN
ajst-5664	162	10	5	5	NUM
ajst-5664	162	11	.	.	PUNCT
ajst-5664	162	12	figure	figure	NOUN
ajst-5664	162	13	5	5	NUM
ajst-5664	162	14	.	.	PUNCT
ajst-5664	163	1	the	the	DET
ajst-5664	163	2	principle	principle	NOUN
ajst-5664	163	3	of	of	ADP
ajst-5664	163	4	bilstm	bilstm	NOUN
ajst-5664	163	5	in	in	ADP
ajst-5664	163	6	the	the	DET
ajst-5664	163	7	figure	figure	NOUN
ajst-5664	163	8	,	,	PUNCT
ajst-5664	163	9	𝑥	𝑥	X
ajst-5664	163	10	,	,	PUNCT
ajst-5664	163	11	𝑥	𝑥	X
ajst-5664	163	12	,	,	PUNCT
ajst-5664	163	13	𝑥	𝑥	PROPN
ajst-5664	163	14	are	be	AUX
ajst-5664	163	15	the	the	DET
ajst-5664	163	16	original	original	ADJ
ajst-5664	163	17	input	input	NOUN
ajst-5664	163	18	vectors	vector	NOUN
ajst-5664	163	19	,	,	PUNCT
ajst-5664	163	20	input	input	NOUN
ajst-5664	163	21	𝑥	𝑥	PRON
ajst-5664	163	22	,	,	PUNCT
ajst-5664	163	23	𝑥	𝑥	X
ajst-5664	163	24	,	,	PUNCT
ajst-5664	163	25	𝑥	𝑥	X
ajst-5664	163	26	through	through	ADP
ajst-5664	163	27	the	the	DET
ajst-5664	163	28	forward	forward	ADJ
ajst-5664	163	29	lstml	lstml	NOUN
ajst-5664	163	30	to	to	PART
ajst-5664	163	31	get	get	VERB
ajst-5664	163	32	ℎ	ℎ	PROPN
ajst-5664	163	33	,	,	PUNCT
ajst-5664	163	34	ℎ	ℎ	PROPN
ajst-5664	163	35	,	,	PUNCT
ajst-5664	163	36	ℎ	ℎ	X
ajst-5664	163	37	，	，	PROPN
ajst-5664	163	38	and	and	CCONJ
ajst-5664	163	39	then	then	ADV
ajst-5664	163	40	input	input	VERB
ajst-5664	163	41	𝑥	𝑥	PRON
ajst-5664	163	42	,	,	PUNCT
ajst-5664	163	43	𝑥	𝑥	X
ajst-5664	163	44	,	,	PUNCT
ajst-5664	163	45	𝑥	𝑥	X
ajst-5664	163	46	through	through	ADP
ajst-5664	163	47	lstmr	lstmr	ADJ
ajst-5664	163	48	get	get	VERB
ajst-5664	163	49	ℎ	ℎ	NOUN
ajst-5664	163	50	,	,	PUNCT
ajst-5664	163	51	ℎ	ℎ	PROPN
ajst-5664	163	52	,	,	PUNCT
ajst-5664	163	53	ℎ	ℎ	PROPN
ajst-5664	163	54	and	and	CCONJ
ajst-5664	163	55	finally	finally	ADV
ajst-5664	163	56	concatenate	concatenate	VERB
ajst-5664	163	57	the	the	DET
ajst-5664	163	58	forward	forward	ADV
ajst-5664	163	59	hidden	hide	VERB
ajst-5664	163	60	vector	vector	NOUN
ajst-5664	163	61	and	and	CCONJ
ajst-5664	163	62	the	the	DET
ajst-5664	163	63	backward	backward	ADJ
ajst-5664	163	64	hidden	hide	VERB
ajst-5664	163	65	vector	vector	NOUN
ajst-5664	163	66	to	to	PART
ajst-5664	163	67	get	get	VERB
ajst-5664	163	68	ℎ	ℎ	PROPN
ajst-5664	163	69	,	,	PUNCT
ajst-5664	163	70	ℎ	ℎ	PROPN
ajst-5664	163	71	,	,	PUNCT
ajst-5664	163	72	ℎ	ℎ	PROPN
ajst-5664	163	73	,	,	PUNCT
ajst-5664	163	74	ℎ	ℎ	PROPN
ajst-5664	163	75	,	,	PUNCT
ajst-5664	163	76	ℎ	ℎ	PROPN
ajst-5664	163	77	,	,	PUNCT
ajst-5664	163	78	ℎ	ℎ	PROPN
ajst-5664	163	79	.	.	PUNCT
ajst-5664	164	1	although	although	SCONJ
ajst-5664	164	2	the	the	DET
ajst-5664	164	3	bilstm	bilstm	NOUN
ajst-5664	164	4	deep	deep	ADJ
ajst-5664	164	5	learning	learning	NOUN
ajst-5664	164	6	framework	framework	NOUN
ajst-5664	164	7	can	can	AUX
ajst-5664	164	8	distinguish	distinguish	VERB
ajst-5664	164	9	named	name	VERB
ajst-5664	164	10	entities	entity	NOUN
ajst-5664	164	11	from	from	ADP
ajst-5664	164	12	non	non	ADJ
ajst-5664	164	13	-	-	ADJ
ajst-5664	164	14	named	name	VERB
ajst-5664	164	15	entities	entity	NOUN
ajst-5664	164	16	,	,	PUNCT
ajst-5664	164	17	named	name	VERB
ajst-5664	164	18	entities	entity	NOUN
ajst-5664	164	19	can	can	AUX
ajst-5664	164	20	be	be	AUX
ajst-5664	164	21	extracted	extract	VERB
ajst-5664	164	22	from	from	ADP
ajst-5664	164	23	text	text	NOUN
ajst-5664	164	24	sequences	sequence	NOUN
ajst-5664	164	25	.	.	PUNCT
ajst-5664	165	1	however	however	ADV
ajst-5664	165	2	,	,	PUNCT
ajst-5664	165	3	the	the	DET
ajst-5664	165	4	entity	entity	NOUN
ajst-5664	165	5	naming	name	VERB
ajst-5664	165	6	tags	tag	NOUN
ajst-5664	165	7	are	be	AUX
ajst-5664	165	8	different	different	ADJ
ajst-5664	165	9	,	,	PUNCT
ajst-5664	165	10	and	and	CCONJ
ajst-5664	165	11	the	the	DET
ajst-5664	165	12	bilstm	bilstm	NOUN
ajst-5664	165	13	deep	deep	ADJ
ajst-5664	165	14	learning	learning	NOUN
ajst-5664	165	15	model	model	NOUN
ajst-5664	165	16	can	can	AUX
ajst-5664	165	17	not	not	PART
ajst-5664	165	18	distinguish	distinguish	VERB
ajst-5664	165	19	different	different	ADJ
ajst-5664	165	20	named	name	VERB
ajst-5664	165	21	entity	entity	NOUN
ajst-5664	165	22	tags	tag	NOUN
ajst-5664	165	23	,	,	PUNCT
ajst-5664	165	24	so	so	SCONJ
ajst-5664	165	25	the	the	DET
ajst-5664	165	26	crf	crf	PROPN
ajst-5664	165	27	reasoning	reasoning	NOUN
ajst-5664	165	28	layer	layer	NOUN
ajst-5664	165	29	is	be	AUX
ajst-5664	165	30	added	add	VERB
ajst-5664	165	31	.	.	PUNCT
ajst-5664	166	1	the	the	DET
ajst-5664	166	2	crf	crf	PROPN
ajst-5664	166	3	algorithm	algorithm	NOUN
ajst-5664	166	4	can	can	AUX
ajst-5664	166	5	learn	learn	VERB
ajst-5664	166	6	the	the	DET
ajst-5664	166	7	association	association	NOUN
ajst-5664	166	8	information	information	NOUN
ajst-5664	166	9	between	between	ADP
ajst-5664	166	10	tags	tag	NOUN
ajst-5664	166	11	,	,	PUNCT
ajst-5664	166	12	which	which	PRON
ajst-5664	166	13	can	can	AUX
ajst-5664	166	14	also	also	ADV
ajst-5664	166	15	be	be	AUX
ajst-5664	166	16	called	call	VERB
ajst-5664	166	17	constraint	constraint	NOUN
ajst-5664	166	18	information	information	NOUN
ajst-5664	166	19	.	.	PUNCT
ajst-5664	167	1	the	the	DET
ajst-5664	167	2	accuracy	accuracy	NOUN
ajst-5664	167	3	of	of	ADP
ajst-5664	167	4	the	the	DET
ajst-5664	167	5	prediction	prediction	NOUN
ajst-5664	167	6	can	can	AUX
ajst-5664	167	7	be	be	AUX
ajst-5664	167	8	guaranteed	guarantee	VERB
ajst-5664	167	9	through	through	ADP
ajst-5664	167	10	the	the	DET
ajst-5664	167	11	crf	crf	NOUN
ajst-5664	167	12	reasoning	reasoning	NOUN
ajst-5664	167	13	layer	layer	NOUN
ajst-5664	167	14	[	[	X
ajst-5664	167	15	8	8	NUM
ajst-5664	167	16	]	]	PUNCT
ajst-5664	167	17	.	.	PUNCT
ajst-5664	168	1	the	the	DET
ajst-5664	168	2	algorithm	algorithm	NOUN
ajst-5664	168	3	is	be	AUX
ajst-5664	168	4	as	as	SCONJ
ajst-5664	168	5	follows	follow	VERB
ajst-5664	168	6	.	.	PUNCT
ajst-5664	169	1	for	for	ADP
ajst-5664	169	2	an	an	DET
ajst-5664	169	3	input	input	NOUN
ajst-5664	169	4	crf	crf	NOUN
ajst-5664	169	5	inference	inference	NOUN
ajst-5664	169	6	layer	layer	NOUN
ajst-5664	169	7	sequence	sequence	NOUN
ajst-5664	169	8	𝑥	𝑥	NOUN
ajst-5664	169	9	𝑥	𝑥	INTJ
ajst-5664	169	10	,	,	PUNCT
ajst-5664	169	11	𝑥	𝑥	X
ajst-5664	169	12	,	,	PUNCT
ajst-5664	169	13	…	…	PUNCT
ajst-5664	169	14	,	,	PUNCT
ajst-5664	169	15	𝑥	𝑥	X
ajst-5664	169	16	,	,	PUNCT
ajst-5664	169	17	there	there	PRON
ajst-5664	169	18	is	be	VERB
ajst-5664	169	19	a	a	DET
ajst-5664	169	20	corresponding	corresponding	ADJ
ajst-5664	169	21	label	label	NOUN
ajst-5664	169	22	sequence	sequence	NOUN
ajst-5664	169	23	𝑦	𝑦	NOUN
ajst-5664	169	24	𝑦	𝑦	NOUN
ajst-5664	169	25	,	,	PUNCT
ajst-5664	169	26	𝑦	𝑦	NOUN
ajst-5664	169	27	,	,	PUNCT
ajst-5664	169	28	…	…	PUNCT
ajst-5664	169	29	,	,	PUNCT
ajst-5664	169	30	𝑦	𝑦	NOUN
ajst-5664	169	31	,	,	PUNCT
ajst-5664	169	32	and	and	CCONJ
ajst-5664	169	33	its	its	PRON
ajst-5664	169	34	score	score	NOUN
ajst-5664	169	35	can	can	AUX
ajst-5664	169	36	be	be	AUX
ajst-5664	169	37	obtained	obtain	VERB
ajst-5664	169	38	as	as	ADP
ajst-5664	169	39	formula	formula	NOUN
ajst-5664	169	40	(	(	PUNCT
ajst-5664	169	41	7	7	NUM
ajst-5664	169	42	):	):	PUNCT
ajst-5664	169	43	s	s	VERB
ajst-5664	169	44	𝑥	𝑥	PROPN
ajst-5664	169	45	,	,	PUNCT
ajst-5664	169	46	𝑦	𝑦	NOUN
ajst-5664	169	47	∑	∑	PUNCT
ajst-5664	169	48	𝑂	𝑂	PROPN
ajst-5664	169	49	,	,	PUNCT
ajst-5664	169	50	𝑇	𝑇	PROPN
ajst-5664	169	51	,	,	PUNCT
ajst-5664	169	52	𝑇	𝑇	PROPN
ajst-5664	169	53	,	,	PUNCT
ajst-5664	169	54	(	(	PUNCT
ajst-5664	169	55	7	7	X
ajst-5664	169	56	)	)	PUNCT
ajst-5664	169	57	in	in	ADP
ajst-5664	169	58	the	the	DET
ajst-5664	169	59	formula	formula	NOUN
ajst-5664	169	60	:	:	PUNCT
ajst-5664	169	61	s	s	VERB
ajst-5664	169	62	𝑥	𝑥	X
ajst-5664	169	63	,	,	PUNCT
ajst-5664	169	64	𝑦	𝑦	NOUN
ajst-5664	169	65	is	be	AUX
ajst-5664	169	66	score	score	NOUN
ajst-5664	169	67	value	value	NOUN
ajst-5664	169	68	,	,	PUNCT
ajst-5664	169	69	𝑂	𝑂	PROPN
ajst-5664	169	70	,	,	PUNCT
ajst-5664	169	71	is	be	AUX
ajst-5664	169	72	the	the	DET
ajst-5664	169	73	score	score	NOUN
ajst-5664	169	74	of	of	ADP
ajst-5664	169	75	label	label	NOUN
ajst-5664	169	76	𝑦	𝑦	NOUN
ajst-5664	169	77	corresponding	correspond	VERB
ajst-5664	169	78	to	to	ADP
ajst-5664	169	79	𝑥	𝑥	PROPN
ajst-5664	169	80	in	in	ADP
ajst-5664	169	81	sentence	sentence	NOUN
ajst-5664	169	82	,	,	PUNCT
ajst-5664	169	83	𝑇	𝑇	PROPN
ajst-5664	169	84	is	be	AUX
ajst-5664	169	85	the	the	DET
ajst-5664	169	86	transition	transition	NOUN
ajst-5664	169	87	matrix	matrix	NOUN
ajst-5664	169	88	between	between	ADP
ajst-5664	169	89	labels	label	NOUN
ajst-5664	169	90	;	;	PUNCT
ajst-5664	169	91	𝑦	𝑦	X
ajst-5664	169	92	,	,	PUNCT
ajst-5664	169	93	𝑦	𝑦	NOUN
ajst-5664	169	94	is	be	AUX
ajst-5664	169	95	the	the	DET
ajst-5664	169	96	sentence	sentence	NOUN
ajst-5664	169	97	start	start	NOUN
ajst-5664	169	98	and	and	CCONJ
ajst-5664	169	99	end	end	VERB
ajst-5664	169	100	markers	marker	NOUN
ajst-5664	169	101	.	.	PUNCT
ajst-5664	170	1	it	it	PRON
ajst-5664	170	2	can	can	AUX
ajst-5664	170	3	then	then	ADV
ajst-5664	170	4	be	be	AUX
ajst-5664	170	5	normalized	normalize	VERB
ajst-5664	170	6	by	by	ADP
ajst-5664	170	7	the	the	DET
ajst-5664	170	8	softmax	softmax	NOUN
ajst-5664	170	9	function	function	NOUN
ajst-5664	170	10	,	,	PUNCT
ajst-5664	170	11	as	as	SCONJ
ajst-5664	170	12	shown	show	VERB
ajst-5664	170	13	in	in	ADP
ajst-5664	170	14	formula	formula	NOUN
ajst-5664	170	15	(	(	PUNCT
ajst-5664	170	16	8)	8)	NUM
ajst-5664	170	17	:	:	SYM
ajst-5664	170	18	𝑝	𝑝	NOUN
ajst-5664	170	19	𝑦|𝑥	𝑦|𝑥	NOUN
ajst-5664	170	20	,	,	PUNCT
ajst-5664	170	21	∑	∑	PROPN
ajst-5664	170	22	,	,	PUNCT
ajst-5664	170	23	∈	∈	PROPN
ajst-5664	170	24	(	(	PUNCT
ajst-5664	170	25	8)	8)	NUM
ajst-5664	170	26	in	in	ADP
ajst-5664	170	27	the	the	DET
ajst-5664	170	28	formula	formula	NOUN
ajst-5664	170	29	:	:	PUNCT
ajst-5664	170	30	𝑦	𝑦	NOUN
ajst-5664	170	31	is	be	AUX
ajst-5664	170	32	the	the	DET
ajst-5664	170	33	true	true	ADJ
ajst-5664	170	34	token	token	ADJ
ajst-5664	170	35	value	value	NOUN
ajst-5664	170	36	,	,	PUNCT
ajst-5664	170	37	𝑌	𝑌	PROPN
ajst-5664	170	38	represents	represent	VERB
ajst-5664	170	39	the	the	DET
ajst-5664	170	40	set	set	NOUN
ajst-5664	170	41	of	of	ADP
ajst-5664	170	42	possible	possible	ADJ
ajst-5664	170	43	labels	label	NOUN
ajst-5664	170	44	.	.	PUNCT
ajst-5664	171	1	then	then	ADV
ajst-5664	171	2	the	the	DET
ajst-5664	171	3	likelihood	likelihood	NOUN
ajst-5664	171	4	probability	probability	NOUN
ajst-5664	171	5	of	of	ADP
ajst-5664	171	6	maximizing	maximize	VERB
ajst-5664	171	7	the	the	DET
ajst-5664	171	8	correct	correct	ADJ
ajst-5664	171	9	label	label	NOUN
ajst-5664	171	10	sequence	sequence	NOUN
ajst-5664	171	11	is	be	AUX
ajst-5664	171	12	obtained	obtain	VERB
ajst-5664	171	13	as	as	ADP
ajst-5664	171	14	formula	formula	NOUN
ajst-5664	171	15	(	(	PUNCT
ajst-5664	171	16	9	9	NUM
ajst-5664	171	17	):	):	PUNCT
ajst-5664	171	18	𝑙𝑜	𝑙𝑜	ADV
ajst-5664	171	19	𝑔	𝑔	PROPN
ajst-5664	171	20	𝑝	𝑝	PROPN
ajst-5664	171	21	𝑦|𝑥	𝑦|𝑥	PUNCT
ajst-5664	172	1	𝑠	𝑠	PROPN
ajst-5664	172	2	𝑥	𝑥	PROPN
ajst-5664	172	3	,	,	PUNCT
ajst-5664	172	4	𝑦	𝑦	NOUN
ajst-5664	172	5	∑	∑	PUNCT
ajst-5664	172	6	𝑠	𝑠	PROPN
ajst-5664	172	7	𝑥	𝑥	PROPN
ajst-5664	172	8	,	,	PUNCT
ajst-5664	172	9	𝑦∈	𝑦∈	PROPN
ajst-5664	172	10	(	(	PUNCT
ajst-5664	172	11	9	9	NUM
ajst-5664	172	12	)	)	PUNCT
ajst-5664	172	13	finally	finally	ADV
ajst-5664	172	14	,	,	PUNCT
ajst-5664	172	15	the	the	DET
ajst-5664	172	16	viterbi	viterbi	NOUN
ajst-5664	172	17	algorithm	algorithm	NOUN
ajst-5664	172	18	can	can	AUX
ajst-5664	172	19	be	be	AUX
ajst-5664	172	20	used	use	VERB
ajst-5664	172	21	to	to	PART
ajst-5664	172	22	obtain	obtain	VERB
ajst-5664	172	23	the	the	DET
ajst-5664	172	24	sequence	sequence	NOUN
ajst-5664	172	25	with	with	ADP
ajst-5664	172	26	the	the	DET
ajst-5664	172	27	highest	high	ADJ
ajst-5664	172	28	predicted	predict	VERB
ajst-5664	172	29	total	total	ADJ
ajst-5664	172	30	score	score	NOUN
ajst-5664	172	31	on	on	ADP
ajst-5664	172	32	all	all	DET
ajst-5664	172	33	sequences	sequence	NOUN
ajst-5664	172	34	,	,	PUNCT
ajst-5664	172	35	which	which	PRON
ajst-5664	172	36	is	be	AUX
ajst-5664	172	37	the	the	DET
ajst-5664	172	38	labeling	labeling	NOUN
ajst-5664	172	39	result	result	NOUN
ajst-5664	172	40	of	of	ADP
ajst-5664	172	41	the	the	DET
ajst-5664	172	42	final	final	ADJ
ajst-5664	172	43	cnc	cnc	ADJ
ajst-5664	172	44	machine	machine	NOUN
ajst-5664	172	45	tool	tool	NOUN
ajst-5664	172	46	fault	fault	VERB
ajst-5664	172	47	entity	entity	NOUN
ajst-5664	172	48	recognition	recognition	NOUN
ajst-5664	172	49	sequence	sequence	NOUN
ajst-5664	172	50	.	.	PUNCT
ajst-5664	173	1	as	as	SCONJ
ajst-5664	173	2	shown	show	VERB
ajst-5664	173	3	in	in	ADP
ajst-5664	173	4	formula	formula	NOUN
ajst-5664	173	5	(	(	PUNCT
ajst-5664	173	6	10	10	NUM
ajst-5664	173	7	):	):	PUNCT
ajst-5664	173	8	𝑦∗	𝑦∗	PROPN
ajst-5664	173	9	𝑎𝑟𝑔𝑚𝑎𝑥	𝑎𝑟𝑔𝑚𝑎𝑥	NOUN
ajst-5664	173	10	∈	∈	PROPN
ajst-5664	173	11	𝑆	𝑆	PROPN
ajst-5664	173	12	𝑥	𝑥	PROPN
ajst-5664	173	13	,	,	PUNCT
ajst-5664	173	14	𝑦	𝑦	PROPN
ajst-5664	173	15	(	(	PUNCT
ajst-5664	173	16	10	10	NUM
ajst-5664	173	17	)	)	PUNCT
ajst-5664	173	18	evaluation	evaluation	NOUN
ajst-5664	173	19	standard	standard	NOUN
ajst-5664	173	20	:	:	PUNCT
ajst-5664	173	21	in	in	ADP
ajst-5664	173	22	this	this	DET
ajst-5664	173	23	paper	paper	NOUN
ajst-5664	173	24	,	,	PUNCT
ajst-5664	173	25	accuracy	accuracy	NOUN
ajst-5664	173	26	(	(	PUNCT
ajst-5664	173	27	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛	PROPN
ajst-5664	173	28	,	,	PUNCT
ajst-5664	173	29	p	p	NOUN
ajst-5664	173	30	)	)	PUNCT
ajst-5664	173	31	,	,	PUNCT
ajst-5664	173	32	recall	recall	INTJ
ajst-5664	173	33	(	(	PUNCT
ajst-5664	173	34	𝑅𝑒𝑐𝑎𝑙𝑙	𝑅𝑒𝑐𝑎𝑙𝑙	PROPN
ajst-5664	173	35	,	,	PUNCT
ajst-5664	173	36	r	r	NOUN
ajst-5664	173	37	)	)	PUNCT
ajst-5664	173	38	,	,	PUNCT
ajst-5664	173	39	and	and	CCONJ
ajst-5664	173	40	𝐹	𝐹	PROPN
ajst-5664	173	41	(	(	PUNCT
ajst-5664	173	42	f1	f1	NOUN
ajst-5664	173	43	-	-	PUNCT
ajst-5664	173	44	score	score	NOUN
ajst-5664	173	45	)	)	PUNCT
ajst-5664	173	46	are	be	AUX
ajst-5664	173	47	used	use	VERB
ajst-5664	173	48	as	as	ADP
ajst-5664	173	49	indicators	indicator	NOUN
ajst-5664	173	50	for	for	ADP
ajst-5664	173	51	evaluating	evaluate	VERB
ajst-5664	173	52	model	model	NOUN
ajst-5664	173	53	performance	performance	NOUN
ajst-5664	173	54	.	.	PUNCT
ajst-5664	174	1	given	give	VERB
ajst-5664	174	2	that	that	SCONJ
ajst-5664	174	3	the	the	DET
ajst-5664	174	4	field	field	NOUN
ajst-5664	174	5	of	of	ADP
ajst-5664	174	6	named	name	VERB
ajst-5664	174	7	entity	entity	NOUN
ajst-5664	174	8	recognition	recognition	NOUN
ajst-5664	174	9	only	only	ADV
ajst-5664	174	10	considers	consider	VERB
ajst-5664	174	11	accuracy	accuracy	NOUN
ajst-5664	174	12	and	and	CCONJ
ajst-5664	174	13	recall	recall	NOUN
ajst-5664	174	14	,	,	PUNCT
ajst-5664	174	15	it	it	PRON
ajst-5664	174	16	is	be	AUX
ajst-5664	174	17	often	often	ADV
ajst-5664	174	18	impossible	impossible	ADJ
ajst-5664	174	19	to	to	PART
ajst-5664	174	20	comprehensively	comprehensively	ADV
ajst-5664	174	21	analyze	analyze	VERB
ajst-5664	174	22	the	the	DET
ajst-5664	174	23	performance	performance	NOUN
ajst-5664	174	24	of	of	ADP
ajst-5664	174	25	a	a	DET
ajst-5664	174	26	model	model	NOUN
ajst-5664	174	27	.	.	PUNCT
ajst-5664	175	1	the	the	DET
ajst-5664	175	2	problem	problem	NOUN
ajst-5664	175	3	of	of	ADP
ajst-5664	175	4	high	high	ADJ
ajst-5664	175	5	precision	precision	NOUN
ajst-5664	175	6	but	but	CCONJ
ajst-5664	175	7	low	low	ADJ
ajst-5664	175	8	recall	recall	NOUN
ajst-5664	175	9	and	and	CCONJ
ajst-5664	175	10	high	high	ADJ
ajst-5664	175	11	recall	recall	NOUN
ajst-5664	175	12	but	but	CCONJ
ajst-5664	175	13	low	low	ADJ
ajst-5664	175	14	precision	precision	NOUN
ajst-5664	175	15	often	often	ADV
ajst-5664	175	16	arises	arise	VERB
ajst-5664	175	17	.	.	PUNCT
ajst-5664	176	1	in	in	ADP
ajst-5664	176	2	order	order	NOUN
ajst-5664	176	3	to	to	PART
ajst-5664	176	4	comprehensively	comprehensively	ADV
ajst-5664	176	5	evaluate	evaluate	VERB
ajst-5664	176	6	the	the	DET
ajst-5664	176	7	performance	performance	NOUN
ajst-5664	176	8	of	of	ADP
ajst-5664	176	9	the	the	DET
ajst-5664	176	10	model	model	NOUN
ajst-5664	176	11	,	,	PUNCT
ajst-5664	176	12	this	this	DET
ajst-5664	176	13	paper	paper	NOUN
ajst-5664	176	14	uses	use	VERB
ajst-5664	176	15	the	the	DET
ajst-5664	176	16	f1	f1	ADJ
ajst-5664	176	17	value	value	NOUN
ajst-5664	176	18	as	as	ADP
ajst-5664	176	19	the	the	DET
ajst-5664	176	20	evaluation	evaluation	NOUN
ajst-5664	176	21	index	index	NOUN
ajst-5664	176	22	,	,	PUNCT
ajst-5664	176	23	and	and	CCONJ
ajst-5664	176	24	its	its	PRON
ajst-5664	176	25	as	as	SCONJ
ajst-5664	176	26	shown	show	VERB
ajst-5664	176	27	in	in	ADP
ajst-5664	176	28	formula	formula	NOUN
ajst-5664	176	29	(	(	PUNCT
ajst-5664	176	30	11	11	NUM
ajst-5664	176	31	)	)	PUNCT
ajst-5664	176	32	,	,	PUNCT
ajst-5664	176	33	(	(	PUNCT
ajst-5664	176	34	12	12	NUM
ajst-5664	176	35	)	)	PUNCT
ajst-5664	176	36	and	and	CCONJ
ajst-5664	176	37	(	(	PUNCT
ajst-5664	176	38	13	13	NUM
ajst-5664	176	39	)	)	PUNCT
ajst-5664	176	40	:	:	PUNCT
ajst-5664	177	1	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛	PROPN
ajst-5664	177	2	100	100	NUM
ajst-5664	177	3	%	%	NOUN
ajst-5664	177	4	(	(	PUNCT
ajst-5664	177	5	11	11	NUM
ajst-5664	177	6	)	)	PUNCT
ajst-5664	177	7	𝑅𝑒𝑐𝑎𝑙𝑙	𝑅𝑒𝑐𝑎𝑙𝑙	PROPN
ajst-5664	177	8	100	100	NUM
ajst-5664	177	9	%	%	NOUN
ajst-5664	177	10	(	(	PUNCT
ajst-5664	177	11	12	12	NUM
ajst-5664	177	12	)	)	PUNCT
ajst-5664	177	13	𝐹	𝐹	PROPN
ajst-5664	177	14	100	100	NUM
ajst-5664	177	15	%	%	NOUN
ajst-5664	177	16	(	(	PUNCT
ajst-5664	177	17	13	13	NUM
ajst-5664	177	18	)	)	PUNCT
ajst-5664	177	19	as	as	ADP
ajst-5664	177	20	in	in	ADP
ajst-5664	177	21	above	above	ADP
ajst-5664	177	22	formula	formula	NOUN
ajst-5664	177	23	,	,	PUNCT
ajst-5664	177	24	tp	tp	ADP
ajst-5664	177	25	:	:	PUNCT
ajst-5664	177	26	true	true	ADJ
ajst-5664	177	27	positive	positive	ADJ
ajst-5664	177	28	,	,	PUNCT
ajst-5664	177	29	which	which	PRON
ajst-5664	177	30	predicts	predict	VERB
ajst-5664	177	31	the	the	DET
ajst-5664	177	32	positive	positive	ADJ
ajst-5664	177	33	category	category	NOUN
ajst-5664	177	34	truly	truly	ADV
ajst-5664	177	35	,	,	PUNCT
ajst-5664	177	36	fp	fp	ADJ
ajst-5664	177	37	:	:	PUNCT
ajst-5664	177	38	false	false	ADJ
ajst-5664	177	39	positive	positive	ADJ
ajst-5664	177	40	,	,	PUNCT
ajst-5664	177	41	which	which	PRON
ajst-5664	177	42	predicts	predict	VERB
ajst-5664	177	43	the	the	DET
ajst-5664	177	44	positive	positive	ADJ
ajst-5664	177	45	category	category	NOUN
ajst-5664	177	46	falsely	falsely	ADV
ajst-5664	177	47	,	,	PUNCT
ajst-5664	177	48	tn	tn	PROPN
ajst-5664	177	49	:	:	PUNCT
ajst-5664	177	50	true	true	ADJ
ajst-5664	177	51	negative	negative	ADJ
ajst-5664	177	52	,	,	PUNCT
ajst-5664	177	53	which	which	PRON
ajst-5664	177	54	predicts	predict	VERB
ajst-5664	177	55	the	the	DET
ajst-5664	177	56	negative	negative	ADJ
ajst-5664	177	57	category	category	NOUN
ajst-5664	177	58	truly	truly	ADV
ajst-5664	177	59	,	,	PUNCT
ajst-5664	177	60	fn	fn	NOUN
ajst-5664	177	61	:	:	PUNCT
ajst-5664	177	62	false	false	ADJ
ajst-5664	177	63	negative	negative	NOUN
ajst-5664	177	64	,	,	PUNCT
ajst-5664	177	65	which	which	PRON
ajst-5664	177	66	predicts	predict	VERB
ajst-5664	177	67	the	the	DET
ajst-5664	177	68	negative	negative	ADJ
ajst-5664	177	69	category	category	NOUN
ajst-5664	177	70	falsely	falsely	ADV
ajst-5664	177	71	.	.	PUNCT
ajst-5664	178	1	3.4.3	3.4.3	X
ajst-5664	178	2	.	.	PUNCT
ajst-5664	179	1	rule	rule	NOUN
ajst-5664	179	2	-	-	PUNCT
ajst-5664	179	3	based	base	VERB
ajst-5664	179	4	knowledge	knowledge	NOUN
ajst-5664	179	5	extraction	extraction	NOUN
ajst-5664	179	6	the	the	DET
ajst-5664	179	7	main	main	ADJ
ajst-5664	179	8	rules	rule	NOUN
ajst-5664	179	9	of	of	ADP
ajst-5664	179	10	rule	rule	NOUN
ajst-5664	179	11	-	-	PUNCT
ajst-5664	179	12	based	base	VERB
ajst-5664	179	13	knowledge	knowledge	NOUN
ajst-5664	179	14	extraction	extraction	NOUN
ajst-5664	179	15	of	of	ADP
ajst-5664	179	16	two	two	NUM
ajst-5664	179	17	parts	part	NOUN
ajst-5664	179	18	of	of	ADP
ajst-5664	179	19	information	information	NOUN
ajst-5664	179	20	include	include	VERB
ajst-5664	179	21	the	the	DET
ajst-5664	179	22	following	follow	VERB
ajst-5664	179	23	three	three	NUM
ajst-5664	179	24	points	point	NOUN
ajst-5664	179	25	:	:	PUNCT
ajst-5664	179	26	1	1	X
ajst-5664	179	27	.	.	PUNCT
ajst-5664	180	1	"	"	PUNCT
ajst-5664	180	2	pre	pre	ADJ
ajst-5664	180	3	-	-	ADJ
ajst-5664	180	4	guiding	guiding	ADJ
ajst-5664	180	5	words	word	NOUN
ajst-5664	180	6	"	"	PUNCT
ajst-5664	180	7	,	,	PUNCT
ajst-5664	180	8	which	which	PRON
ajst-5664	180	9	have	have	VERB
ajst-5664	180	10	specific	specific	ADJ
ajst-5664	180	11	"	"	PUNCT
ajst-5664	180	12	pre	pre	ADJ
ajst-5664	180	13	-	-	ADJ
ajst-5664	180	14	guiding	guiding	ADJ
ajst-5664	180	15	words	word	NOUN
ajst-5664	180	16	"	"	PUNCT
ajst-5664	180	17	for	for	ADP
ajst-5664	180	18	the	the	DET
ajst-5664	180	19	fault	fault	NOUN
ajst-5664	180	20	cause	cause	NOUN
ajst-5664	180	21	and	and	CCONJ
ajst-5664	180	22	fault	fault	VERB
ajst-5664	180	23	location	location	NOUN
ajst-5664	180	24	fields	field	NOUN
ajst-5664	180	25	.	.	PUNCT
ajst-5664	181	1	for	for	ADP
ajst-5664	181	2	example	example	NOUN
ajst-5664	181	3	:	:	PUNCT
ajst-5664	181	4	"	"	PUNCT
ajst-5664	181	5	the	the	DET
ajst-5664	181	6	common	common	ADJ
ajst-5664	181	7	cause	cause	NOUN
ajst-5664	181	8	of	of	ADP
ajst-5664	181	9	this	this	DET
ajst-5664	181	10	fault	fault	NOUN
ajst-5664	181	11	is	be	AUX
ajst-5664	181	12	improper	improper	ADJ
ajst-5664	181	13	parameter	parameter	NOUN
ajst-5664	181	14	setting	setting	NOUN
ajst-5664	181	15	,	,	PUNCT
ajst-5664	181	16	and	and	CCONJ
ajst-5664	181	17	the	the	DET
ajst-5664	181	18	connection	connection	NOUN
ajst-5664	181	19	part	part	NOUN
ajst-5664	181	20	of	of	ADP
ajst-5664	181	21	the	the	DET
ajst-5664	181	22	position	position	NOUN
ajst-5664	181	23	detection	detection	NOUN
ajst-5664	181	24	device	device	NOUN
ajst-5664	181	25	is	be	AUX
ajst-5664	181	26	faulty	faulty	ADJ
ajst-5664	181	27	"	"	PUNCT
ajst-5664	181	28	.	.	PUNCT
ajst-5664	182	1	the	the	DET
ajst-5664	182	2	"	"	PUNCT
ajst-5664	182	3	common	common	ADJ
ajst-5664	182	4	cause	cause	NOUN
ajst-5664	182	5	"	"	PUNCT
ajst-5664	182	6	in	in	ADP
ajst-5664	182	7	this	this	DET
ajst-5664	182	8	sentence	sentence	NOUN
ajst-5664	182	9	is	be	AUX
ajst-5664	182	10	the	the	DET
ajst-5664	182	11	"	"	PUNCT
ajst-5664	182	12	pre	pre	ADJ
ajst-5664	182	13	-	-	ADJ
ajst-5664	182	14	guiding	guiding	ADJ
ajst-5664	182	15	word	word	NOUN
ajst-5664	182	16	"	"	PUNCT
ajst-5664	182	17	,	,	PUNCT
ajst-5664	182	18	indicating	indicate	VERB
ajst-5664	182	19	that	that	SCONJ
ajst-5664	182	20	the	the	DET
ajst-5664	182	21	content	content	NOUN
ajst-5664	182	22	of	of	ADP
ajst-5664	182	23	this	this	DET
ajst-5664	182	24	field	field	NOUN
ajst-5664	182	25	is	be	AUX
ajst-5664	182	26	the	the	DET
ajst-5664	182	27	cause	cause	NOUN
ajst-5664	182	28	of	of	ADP
ajst-5664	182	29	the	the	DET
ajst-5664	182	30	fault	fault	NOUN
ajst-5664	182	31	.	.	PUNCT
ajst-5664	183	1	2	2	X
ajst-5664	183	2	.	.	X
ajst-5664	183	3	the	the	DET
ajst-5664	183	4	"	"	PUNCT
ajst-5664	183	5	display	display	NOUN
ajst-5664	183	6	words	word	NOUN
ajst-5664	183	7	in	in	ADP
ajst-5664	183	8	sentence	sentence	NOUN
ajst-5664	183	9	"	"	PUNCT
ajst-5664	183	10	of	of	ADP
ajst-5664	183	11	the	the	DET
ajst-5664	183	12	fault	fault	NOUN
ajst-5664	183	13	location	location	NOUN
ajst-5664	183	14	information	information	NOUN
ajst-5664	183	15	field	field	NOUN
ajst-5664	183	16	,	,	PUNCT
ajst-5664	183	17	especially	especially	ADV
ajst-5664	183	18	the	the	DET
ajst-5664	183	19	words	word	NOUN
ajst-5664	183	20	"	"	PUNCT
ajst-5664	183	21	check	check	NOUN
ajst-5664	183	22	"	"	PUNCT
ajst-5664	183	23	,	,	PUNCT
ajst-5664	183	24	"	"	PUNCT
ajst-5664	183	25	observe	observe	VERB
ajst-5664	183	26	"	"	PUNCT
ajst-5664	183	27	,	,	PUNCT
ajst-5664	183	28	"	"	PUNCT
ajst-5664	183	29	inquire	inquire	VERB
ajst-5664	183	30	"	"	PUNCT
ajst-5664	183	31	,	,	PUNCT
ajst-5664	183	32	"	"	PUNCT
ajst-5664	183	33	search	search	NOUN
ajst-5664	183	34	"	"	PUNCT
ajst-5664	183	35	,	,	PUNCT
ajst-5664	183	36	"	"	PUNCT
ajst-5664	183	37	judgment	judgment	NOUN
ajst-5664	183	38	"	"	PUNCT
ajst-5664	183	39	and	and	CCONJ
ajst-5664	183	40	"	"	PUNCT
ajst-5664	183	41	doubt	doubt	NOUN
ajst-5664	183	42	"	"	PUNCT
ajst-5664	183	43	.	.	PUNCT
ajst-5664	184	1	for	for	ADP
ajst-5664	184	2	example	example	NOUN
ajst-5664	184	3	,	,	PUNCT
ajst-5664	184	4	"	"	PUNCT
ajst-5664	184	5	observe	observe	VERB
ajst-5664	184	6	the	the	DET
ajst-5664	184	7	vibration	vibration	NOUN
ajst-5664	184	8	of	of	ADP
ajst-5664	184	9	the	the	DET
ajst-5664	184	10	machine	machine	NOUN
ajst-5664	184	11	tool	tool	NOUN
ajst-5664	184	12	,	,	PUNCT
ajst-5664	184	13	the	the	DET
ajst-5664	184	14	vibration	vibration	NOUN
ajst-5664	184	15	frequency	frequency	NOUN
ajst-5664	184	16	is	be	AUX
ajst-5664	184	17	not	not	PART
ajst-5664	184	18	high	high	ADJ
ajst-5664	184	19	,	,	PUNCT
ajst-5664	184	20	and	and	CCONJ
ajst-5664	184	21	there	there	PRON
ajst-5664	184	22	is	be	VERB
ajst-5664	184	23	no	no	DET
ajst-5664	184	24	abnormal	abnormal	ADJ
ajst-5664	184	25	sound	sound	NOUN
ajst-5664	184	26	.	.	PUNCT
ajst-5664	185	1	it	it	PRON
ajst-5664	185	2	is	be	AUX
ajst-5664	185	3	suspected	suspect	VERB
ajst-5664	185	4	that	that	SCONJ
ajst-5664	185	5	the	the	DET
ajst-5664	185	6	fault	fault	NOUN
ajst-5664	185	7	is	be	AUX
ajst-5664	185	8	related	relate	VERB
ajst-5664	185	9	to	to	ADP
ajst-5664	185	10	the	the	DET
ajst-5664	185	11	closed	closed	ADJ
ajst-5664	185	12	-	-	PUNCT
ajst-5664	185	13	loop	loop	NOUN
ajst-5664	185	14	parameters	parameter	NOUN
ajst-5664	185	15	of	of	ADP
ajst-5664	185	16	the	the	DET
ajst-5664	185	17	cnc	cnc	PROPN
ajst-5664	185	18	system	system	NOUN
ajst-5664	185	19	,	,	PUNCT
ajst-5664	185	20	such	such	ADJ
ajst-5664	185	21	as	as	ADP
ajst-5664	185	22	the	the	DET
ajst-5664	185	23	integration	integration	NOUN
ajst-5664	185	24	time	time	NOUN
ajst-5664	185	25	setting	set	VERB
ajst-5664	185	26	is	be	AUX
ajst-5664	185	27	too	too	ADV
ajst-5664	185	28	large	large	ADJ
ajst-5664	185	29	,	,	PUNCT
ajst-5664	185	30	the	the	DET
ajst-5664	185	31	system	system	NOUN
ajst-5664	185	32	gain	gain	NOUN
ajst-5664	185	33	is	be	AUX
ajst-5664	185	34	too	too	ADV
ajst-5664	185	35	high	high	ADJ
ajst-5664	185	36	,	,	PUNCT
ajst-5664	185	37	etc	etc	X
ajst-5664	185	38	.	.	X
ajst-5664	185	39	"	"	PUNCT
ajst-5664	185	40	,	,	PUNCT
ajst-5664	185	41	the	the	DET
ajst-5664	185	42	prompt	prompt	ADJ
ajst-5664	185	43	word	word	NOUN
ajst-5664	185	44	"	"	PUNCT
ajst-5664	185	45	observation	observation	NOUN
ajst-5664	185	46	"	"	PUNCT
ajst-5664	185	47	and	and	CCONJ
ajst-5664	185	48	"	"	PUNCT
ajst-5664	185	49	doubt	doubt	NOUN
ajst-5664	185	50	"	"	PUNCT
ajst-5664	185	51	appear	appear	VERB
ajst-5664	185	52	in	in	ADP
ajst-5664	185	53	this	this	DET
ajst-5664	185	54	sentence	sentence	NOUN
ajst-5664	185	55	.	.	PUNCT
ajst-5664	186	1	3	3	X
ajst-5664	186	2	.	.	X
ajst-5664	186	3	the	the	DET
ajst-5664	186	4	serial	serial	ADJ
ajst-5664	186	5	number	number	NOUN
ajst-5664	186	6	,	,	PUNCT
ajst-5664	186	7	such	such	ADJ
ajst-5664	186	8	as	as	ADP
ajst-5664	186	9	①②③	①②③	PROPN
ajst-5664	186	10	...	...	PUNCT
ajst-5664	186	11	,	,	PUNCT
ajst-5664	186	12	123	123	NUM
ajst-5664	186	13	...	...	PUNCT
ajst-5664	186	14	and	and	CCONJ
ajst-5664	186	15	other	other	ADJ
ajst-5664	186	16	serial	serial	ADJ
ajst-5664	186	17	numbers	number	NOUN
ajst-5664	186	18	.	.	PUNCT
ajst-5664	187	1	extraction	extraction	NOUN
ajst-5664	187	2	process	process	NOUN
ajst-5664	187	3	of	of	ADP
ajst-5664	187	4	explicit	explicit	ADJ
ajst-5664	187	5	information	information	NOUN
ajst-5664	187	6	,	,	PUNCT
ajst-5664	187	7	the	the	DET
ajst-5664	187	8	detailed	detailed	ADJ
ajst-5664	187	9	process	process	NOUN
ajst-5664	187	10	is	be	AUX
ajst-5664	187	11	shown	show	VERB
ajst-5664	187	12	in	in	ADP
ajst-5664	187	13	the	the	DET
ajst-5664	187	14	figure	figure	NOUN
ajst-5664	187	15	6	6	NUM
ajst-5664	187	16	:	:	SYM
ajst-5664	187	17	279	279	NUM
ajst-5664	187	18	start	start	NOUN
ajst-5664	187	19	cases	case	NOUN
ajst-5664	187	20	text	text	NOUN
ajst-5664	187	21	end	end	NOUN
ajst-5664	187	22	search	search	NOUN
ajst-5664	187	23	 	 	SPACE
ajst-5664	187	24	the	the	DET
ajst-5664	187	25	  	  	SPACE
ajst-5664	187	26	words	word	NOUN
ajst-5664	187	27	 	 	SPACE
ajst-5664	187	28	from	from	ADP
ajst-5664	187	29	  	  	SPACE
ajst-5664	187	30	the	the	DET
ajst-5664	187	31	 	 	SPACE
ajst-5664	187	32	dictionary	dictionary	NOUN
ajst-5664	187	33	  	  	SPACE
ajst-5664	187	34	1	1	NUM
ajst-5664	187	35	 	 	SPACE
ajst-5664	187	36	in	in	ADP
ajst-5664	187	37	 	 	SPACE
ajst-5664	187	38	cases	case	NOUN
ajst-5664	187	39	 	 	SPACE
ajst-5664	187	40	text	text	NOUN
ajst-5664	187	41	the	the	DET
ajst-5664	187	42	 	 	SPACE
ajst-5664	187	43	text	text	NOUN
ajst-5664	187	44	 	 	SPACE
ajst-5664	187	45	is	be	AUX
ajst-5664	187	46	 	 	SPACE
ajst-5664	187	47	divided	divide	VERB
ajst-5664	187	48	 	 	SPACE
ajst-5664	187	49	started	start	VERB
ajst-5664	187	50	  	  	SPACE
ajst-5664	187	51	with	with	ADP
ajst-5664	187	52	 	 	SPACE
ajst-5664	187	53	the	the	DET
ajst-5664	187	54	 	 	SPACE
ajst-5664	187	55	word	word	NOUN
ajst-5664	187	56	 	 	SPACE
ajst-5664	187	57	number	number	NOUN
ajst-5664	187	58	 	 	SPACE
ajst-5664	187	59	i	i	PRON
ajst-5664	187	60	 	 	SPACE
ajst-5664	187	61	as	as	ADP
ajst-5664	187	62	  	  	SPACE
ajst-5664	187	63	symbol	symbol	NOUN
ajst-5664	187	64	 	 	SPACE
ajst-5664	187	65	and	and	CCONJ
ajst-5664	187	66	 	 	SPACE
ajst-5664	187	67	ended	end	VERB
ajst-5664	187	68	 	 	SPACE
ajst-5664	187	69	with	with	ADP
ajst-5664	187	70	  	  	SPACE
ajst-5664	187	71	the	the	DET
ajst-5664	187	72	 	 	SPACE
ajst-5664	187	73	punctuation	punctuation	NOUN
ajst-5664	187	74	 	 	SPACE
ajst-5664	187	75	mark	mark	NOUN
ajst-5664	187	76	 	 	SPACE
ajst-5664	187	77	just	just	ADV
ajst-5664	187	78	  	  	SPACE
ajst-5664	187	79	before	before	ADP
ajst-5664	187	80	 	 	SPACE
ajst-5664	187	81	the	the	DET
ajst-5664	187	82	 	 	SPACE
ajst-5664	187	83	word	word	NOUN
ajst-5664	187	84	 	 	SPACE
ajst-5664	187	85	number	number	NOUN
ajst-5664	187	86	  	  	SPACE
ajst-5664	187	87	i+1	i+1	PRON
ajst-5664	187	88	 	 	SPACE
ajst-5664	187	89	as	as	ADV
ajst-5664	187	90	 	 	SPACE
ajst-5664	187	91	symbol	symbol	NOUN
ajst-5664	187	92	,	,	PUNCT
ajst-5664	187	93	 	 	SPACE
ajst-5664	187	94	the	the	DET
ajst-5664	187	95	  	  	SPACE
ajst-5664	187	96	segmented	segment	VERB
ajst-5664	187	97	 	 	SPACE
ajst-5664	187	98	text	text	NOUN
ajst-5664	187	99	 	 	SPACE
ajst-5664	187	100	is	be	AUX
ajst-5664	187	101	 	 	SPACE
ajst-5664	187	102	labeled	label	VERB
ajst-5664	187	103	  	  	SPACE
ajst-5664	187	104	with	with	ADP
ajst-5664	187	105	 	 	SPACE
ajst-5664	187	106	the	the	DET
ajst-5664	187	107	 	 	SPACE
ajst-5664	187	108	word	word	NOUN
ajst-5664	187	109	 	 	SPACE
ajst-5664	187	110	number	number	NOUN
ajst-5664	187	111	 	 	SPACE
ajst-5664	187	112	i.	i.	NOUN
ajst-5664	187	113	explicit	explicit	ADJ
ajst-5664	187	114	  	  	SPACE
ajst-5664	187	115	info	info	NOUN
ajst-5664	187	116	.	.	PUNCT
ajst-5664	188	1	"	"	PUNCT
ajst-5664	188	2	label	label	NOUN
ajst-5664	188	3	:	:	PUNCT
ajst-5664	188	4	 	 	SPACE
ajst-5664	188	5	content	content	NOUN
ajst-5664	188	6	"	"	PUNCT
ajst-5664	188	7	  	  	SPACE
ajst-5664	188	8	data	datum	NOUN
ajst-5664	188	9	 	 	SPACE
ajst-5664	188	10	type	type	NOUN
ajst-5664	188	11	 	 	SPACE
ajst-5664	188	12	is	be	AUX
ajst-5664	188	13	 	 	SPACE
ajst-5664	188	14	used	use	VERB
ajst-5664	188	15	 	 	SPACE
ajst-5664	188	16	to	to	PART
ajst-5664	188	17	  	  	SPACE
ajst-5664	188	18	save	save	VERB
ajst-5664	188	19	 	 	SPACE
ajst-5664	188	20	the	the	DET
ajst-5664	188	21	 	 	SPACE
ajst-5664	188	22	searched	search	VERB
ajst-5664	188	23	  	  	SPACE
ajst-5664	188	24	ontology	ontology	NOUN
ajst-5664	188	25	 	 	SPACE
ajst-5664	188	26	:	:	PUNCT
ajst-5664	188	27	 	 	SPACE
ajst-5664	188	28	device	device	NOUN
ajst-5664	188	29	  	  	SPACE
ajst-5664	188	30	infomation	infomation	NOUN
ajst-5664	188	31	,	,	PUNCT
ajst-5664	188	32	 	 	SPACE
ajst-5664	188	33	fault	fault	NOUN
ajst-5664	188	34	  	  	SPACE
ajst-5664	188	35	symptom	symptom	NOUN
ajst-5664	188	36	,	,	PUNCT
ajst-5664	188	37	 	 	SPACE
ajst-5664	188	38	fault	fault	NOUN
ajst-5664	188	39	  	  	SPACE
ajst-5664	188	40	analysis	analysis	NOUN
ajst-5664	188	41	 	 	SPACE
ajst-5664	188	42	and	and	CCONJ
ajst-5664	188	43	 	 	SPACE
ajst-5664	188	44	fault	fault	NOUN
ajst-5664	188	45	  	  	SPACE
ajst-5664	188	46	measure	measure	NOUN
ajst-5664	188	47	.	.	PUNCT
ajst-5664	189	1	figure	figure	VERB
ajst-5664	189	2	6	6	NUM
ajst-5664	189	3	.	.	PUNCT
ajst-5664	190	1	rule	rule	NOUN
ajst-5664	190	2	based	base	VERB
ajst-5664	190	3	explicit	explicit	ADJ
ajst-5664	190	4	information	information	NOUN
ajst-5664	190	5	extraction	extraction	NOUN
ajst-5664	190	6	process	process	NOUN
ajst-5664	190	7	1	1	NUM
ajst-5664	190	8	.	.	PUNCT
ajst-5664	191	1	since	since	SCONJ
ajst-5664	191	2	the	the	DET
ajst-5664	191	3	input	input	NOUN
ajst-5664	191	4	fault	fault	NOUN
ajst-5664	191	5	case	case	NOUN
ajst-5664	191	6	text	text	NOUN
ajst-5664	191	7	basically	basically	ADV
ajst-5664	191	8	conforms	conform	VERB
ajst-5664	191	9	to	to	ADP
ajst-5664	191	10	the	the	DET
ajst-5664	191	11	data	datum	NOUN
ajst-5664	191	12	specification	specification	NOUN
ajst-5664	191	13	,	,	PUNCT
ajst-5664	191	14	this	this	DET
ajst-5664	191	15	part	part	NOUN
ajst-5664	191	16	of	of	ADP
ajst-5664	191	17	information	information	NOUN
ajst-5664	191	18	extraction	extraction	NOUN
ajst-5664	191	19	only	only	ADV
ajst-5664	191	20	needs	need	VERB
ajst-5664	191	21	to	to	PART
ajst-5664	191	22	create	create	VERB
ajst-5664	191	23	a	a	DET
ajst-5664	191	24	dictionary	dictionary	ADJ
ajst-5664	191	25	1	1	NUM
ajst-5664	191	26	based	base	VERB
ajst-5664	191	27	on	on	ADP
ajst-5664	191	28	the	the	DET
ajst-5664	191	29	"	"	PUNCT
ajst-5664	191	30	pre	pre	ADJ
ajst-5664	191	31	-	-	ADJ
ajst-5664	191	32	leading	leading	ADJ
ajst-5664	191	33	words	word	NOUN
ajst-5664	191	34	"	"	PUNCT
ajst-5664	191	35	of	of	ADP
ajst-5664	191	36	the	the	DET
ajst-5664	191	37	four	four	NUM
ajst-5664	191	38	types	type	NOUN
ajst-5664	191	39	of	of	ADP
ajst-5664	191	40	information	information	NOUN
ajst-5664	191	41	:	:	PUNCT
ajst-5664	191	42	device	device	NOUN
ajst-5664	191	43	information	information	NOUN
ajst-5664	191	44	,	,	PUNCT
ajst-5664	191	45	fault	fault	VERB
ajst-5664	191	46	symptom	symptom	NOUN
ajst-5664	191	47	information	information	NOUN
ajst-5664	191	48	,	,	PUNCT
ajst-5664	191	49	fault	fault	VERB
ajst-5664	191	50	analysis	analysis	NOUN
ajst-5664	191	51	information	information	NOUN
ajst-5664	191	52	and	and	CCONJ
ajst-5664	191	53	fault	fault	VERB
ajst-5664	191	54	measure	measure	NOUN
ajst-5664	191	55	information	information	NOUN
ajst-5664	191	56	.	.	PUNCT
ajst-5664	192	1	2	2	X
ajst-5664	192	2	.	.	X
ajst-5664	192	3	according	accord	VERB
ajst-5664	192	4	to	to	ADP
ajst-5664	192	5	a	a	DET
ajst-5664	192	6	certain	certain	ADJ
ajst-5664	192	7	extraction	extraction	NOUN
ajst-5664	192	8	rule	rule	NOUN
ajst-5664	192	9	,	,	PUNCT
ajst-5664	192	10	after	after	ADP
ajst-5664	192	11	the	the	DET
ajst-5664	192	12	segmentation	segmentation	NOUN
ajst-5664	192	13	of	of	ADP
ajst-5664	192	14	the	the	DET
ajst-5664	192	15	source	source	NOUN
ajst-5664	192	16	text	text	NOUN
ajst-5664	192	17	of	of	ADP
ajst-5664	192	18	the	the	DET
ajst-5664	192	19	fault	fault	NOUN
ajst-5664	192	20	case	case	NOUN
ajst-5664	192	21	,	,	PUNCT
ajst-5664	192	22	four	four	NUM
ajst-5664	192	23	explicit	explicit	ADJ
ajst-5664	192	24	information	information	NOUN
ajst-5664	192	25	is	be	AUX
ajst-5664	192	26	extracted	extract	VERB
ajst-5664	192	27	.	.	PUNCT
ajst-5664	193	1	extraction	extraction	NOUN
ajst-5664	193	2	of	of	ADP
ajst-5664	193	3	other	other	ADJ
ajst-5664	193	4	data	datum	NOUN
ajst-5664	193	5	types	type	NOUN
ajst-5664	193	6	of	of	ADP
ajst-5664	193	7	implicit	implicit	ADJ
ajst-5664	193	8	information	information	NOUN
ajst-5664	193	9	,	,	PUNCT
ajst-5664	193	10	the	the	DET
ajst-5664	193	11	detailed	detailed	ADJ
ajst-5664	193	12	process	process	NOUN
ajst-5664	193	13	is	be	AUX
ajst-5664	193	14	shown	show	VERB
ajst-5664	193	15	in	in	ADP
ajst-5664	193	16	the	the	DET
ajst-5664	193	17	figure	figure	NOUN
ajst-5664	193	18	7	7	NUM
ajst-5664	193	19	:	:	PUNCT
ajst-5664	193	20	start	start	VERB
ajst-5664	193	21	fault	fault	NOUN
ajst-5664	193	22	  	  	SPACE
ajst-5664	193	23	analysis	analysis	NOUN
ajst-5664	193	24	end	end	NOUN
ajst-5664	193	25	start	start	VERB
ajst-5664	193	26	 	 	SPACE
ajst-5664	193	27	with	with	ADP
ajst-5664	193	28	 	 	SPACE
ajst-5664	193	29	the	the	DET
ajst-5664	193	30	 	 	SPACE
ajst-5664	193	31	searched	search	VERB
ajst-5664	193	32	 	 	SPACE
ajst-5664	193	33	"	"	PUNCT
ajst-5664	193	34	i‐th	i‐th	PROPN
ajst-5664	193	35	 	 	SPACE
ajst-5664	193	36	word	word	NOUN
ajst-5664	193	37	"	"	PUNCT
ajst-5664	193	38	 	 	SPACE
ajst-5664	193	39	and	and	CCONJ
ajst-5664	193	40	  	  	SPACE
ajst-5664	193	41	ending	end	VERB
ajst-5664	193	42	 	 	SPACE
ajst-5664	193	43	punctuation	punctuation	NOUN
ajst-5664	193	44	 	 	SPACE
ajst-5664	193	45	before	before	ADP
ajst-5664	193	46	 	 	SPACE
ajst-5664	193	47	the	the	DET
ajst-5664	193	48	 	 	SPACE
ajst-5664	193	49	"	"	PUNCT
ajst-5664	193	50	i+1th	i+1th	VERB
ajst-5664	193	51	  	  	SPACE
ajst-5664	193	52	word	word	NOUN
ajst-5664	193	53	"	"	PUNCT
ajst-5664	193	54	 	 	SPACE
ajst-5664	193	55	as	as	ADP
ajst-5664	193	56	 	 	SPACE
ajst-5664	193	57	the	the	DET
ajst-5664	193	58	 	 	SPACE
ajst-5664	193	59	end	end	NOUN
ajst-5664	193	60	 	 	SPACE
ajst-5664	193	61	to	to	PART
ajst-5664	193	62	 	 	SPACE
ajst-5664	193	63	segment	segment	VERB
ajst-5664	193	64	 	 	SPACE
ajst-5664	193	65	the	the	DET
ajst-5664	193	66	 	 	SPACE
ajst-5664	193	67	text	text	NOUN
ajst-5664	193	68	.	.	PUNCT
ajst-5664	193	69	 	 	SPACE
ajst-5664	194	1	the	the	DET
ajst-5664	194	2	  	  	SPACE
ajst-5664	194	3	last	last	ADJ
ajst-5664	194	4	 	 	SPACE
ajst-5664	194	5	word	word	NOUN
ajst-5664	194	6	 	 	SPACE
ajst-5664	194	7	ends	end	VERB
ajst-5664	194	8	 	 	SPACE
ajst-5664	194	9	at	at	ADP
ajst-5664	194	10	 	 	SPACE
ajst-5664	194	11	the	the	DET
ajst-5664	194	12	 	 	SPACE
ajst-5664	194	13	end	end	NOUN
ajst-5664	194	14	 	 	SPACE
ajst-5664	194	15	of	of	ADP
ajst-5664	194	16	 	 	SPACE
ajst-5664	194	17	the	the	DET
ajst-5664	194	18	 	 	SPACE
ajst-5664	194	19	entire	entire	ADJ
ajst-5664	194	20	  	  	SPACE
ajst-5664	194	21	field	field	NOUN
ajst-5664	194	22	.	.	PUNCT
ajst-5664	194	23	 	 	SPACE
ajst-5664	194	24	and	and	CCONJ
ajst-5664	194	25	 	 	SPACE
ajst-5664	194	26	label	label	NOUN
ajst-5664	194	27	 	 	SPACE
ajst-5664	194	28	this	this	DET
ajst-5664	194	29	 	 	SPACE
ajst-5664	194	30	field	field	NOUN
ajst-5664	194	31	 	 	SPACE
ajst-5664	194	32	as	as	ADP
ajst-5664	194	33	 	 	SPACE
ajst-5664	194	34	"	"	PUNCT
ajst-5664	194	35	i‐th	i‐th	PROPN
ajst-5664	194	36	 	 	SPACE
ajst-5664	194	37	word	word	NOUN
ajst-5664	194	38	"	"	PUNCT
ajst-5664	194	39	.	.	PUNCT
ajst-5664	194	40	  	  	SPACE
ajst-5664	194	41	explicit	explicit	ADJ
ajst-5664	194	42	  	  	SPACE
ajst-5664	194	43	information	information	NOUN
ajst-5664	194	44	use	use	NOUN
ajst-5664	194	45	 	 	SPACE
ajst-5664	194	46	the	the	DET
ajst-5664	194	47	 	 	SPACE
ajst-5664	194	48	"	"	PUNCT
ajst-5664	194	49	label	label	NOUN
ajst-5664	194	50	:	:	PUNCT
ajst-5664	194	51	 	 	SPACE
ajst-5664	194	52	content	content	NOUN
ajst-5664	194	53	"	"	PUNCT
ajst-5664	194	54	 	 	SPACE
ajst-5664	194	55	key‐	key‐	NOUN
ajst-5664	194	56	value	value	NOUN
ajst-5664	194	57	 	 	SPACE
ajst-5664	194	58	pair	pair	NOUN
ajst-5664	194	59	 	 	SPACE
ajst-5664	194	60	to	to	PART
ajst-5664	194	61	 	 	SPACE
ajst-5664	194	62	save	save	VERB
ajst-5664	194	63	 	 	SPACE
ajst-5664	194	64	the	the	DET
ajst-5664	194	65	 	 	SPACE
ajst-5664	194	66	entity	entity	NOUN
ajst-5664	194	67	  	  	SPACE
ajst-5664	194	68	type	type	NOUN
ajst-5664	194	69	 	 	SPACE
ajst-5664	194	70	of	of	ADP
ajst-5664	194	71	 	 	SPACE
ajst-5664	194	72	the	the	DET
ajst-5664	194	73	 	 	SPACE
ajst-5664	194	74	search	search	NOUN
ajst-5664	194	75	:	:	PUNCT
ajst-5664	194	76	 	 	SPACE
ajst-5664	194	77	fault	fault	NOUN
ajst-5664	194	78	 	 	SPACE
ajst-5664	194	79	cause	cause	NOUN
ajst-5664	194	80	,	,	PUNCT
ajst-5664	194	81	  	  	SPACE
ajst-5664	194	82	fault	fault	NOUN
ajst-5664	194	83	 	 	SPACE
ajst-5664	194	84	location	location	NOUN
ajst-5664	194	85	have	have	VERB
ajst-5664	194	86	 	 	SPACE
ajst-5664	194	87	the	the	DET
ajst-5664	194	88	  	  	SPACE
ajst-5664	194	89	pre‐guiding	pre‐guiding	NOUN
ajst-5664	194	90	 	 	SPACE
ajst-5664	194	91	words	word	NOUN
ajst-5664	194	92	  	  	SPACE
ajst-5664	194	93	related	relate	VERB
ajst-5664	194	94	 	 	SPACE
ajst-5664	194	95	to	to	ADP
ajst-5664	194	96	 	 	SPACE
ajst-5664	194	97	"	"	PUNCT
ajst-5664	194	98	fault	fault	VERB
ajst-5664	194	99	 	 	SPACE
ajst-5664	194	100	reason	reason	NOUN
ajst-5664	194	101	"	"	PUNCT
ajst-5664	194	102	 	 	SPACE
ajst-5664	194	103	in	in	ADP
ajst-5664	194	104	  	  	SPACE
ajst-5664	194	105	dict2	dict2	NOUN
ajst-5664	194	106	 	 	SPACE
ajst-5664	194	107	in	in	SCONJ
ajst-5664	194	108	 	 	SPACE
ajst-5664	194	109	this	this	DET
ajst-5664	194	110	 	 	SPACE
ajst-5664	194	111	field	field	NOUN
ajst-5664	194	112	 	 	SPACE
ajst-5664	194	113	be	be	AUX
ajst-5664	194	114	  	  	SPACE
ajst-5664	194	115	searched	search	VERB
ajst-5664	194	116	?	?	PUNCT
ajst-5664	195	1	y	y	PROPN
ajst-5664	195	2	is	be	AUX
ajst-5664	195	3	 	 	SPACE
ajst-5664	195	4	there	there	PRON
ajst-5664	195	5	 	 	SPACE
ajst-5664	195	6	a	a	DET
ajst-5664	195	7	  	  	SPACE
ajst-5664	195	8	serial	serial	ADJ
ajst-5664	195	9	 	 	SPACE
ajst-5664	195	10	number	number	NOUN
ajst-5664	195	11	 	 	SPACE
ajst-5664	195	12	in	in	ADP
ajst-5664	195	13	 	 	SPACE
ajst-5664	195	14	the	the	DET
ajst-5664	195	15	  	  	SPACE
ajst-5664	195	16	"	"	PUNCT
ajst-5664	195	17	fault	fault	NOUN
ajst-5664	195	18	 	 	SPACE
ajst-5664	195	19	cause	cause	VERB
ajst-5664	195	20	"	"	PUNCT
ajst-5664	195	21	  	  	SPACE
ajst-5664	195	22	section	section	NOUN
ajst-5664	195	23	?	?	PUNCT
ajst-5664	196	1	is	be	AUX
ajst-5664	196	2	 	 	SPACE
ajst-5664	196	3	there	there	PRON
ajst-5664	196	4	 	 	SPACE
ajst-5664	196	5	a	a	DET
ajst-5664	196	6	  	  	SPACE
ajst-5664	196	7	serial	serial	ADJ
ajst-5664	196	8	 	 	SPACE
ajst-5664	196	9	number	number	NOUN
ajst-5664	196	10	 	 	SPACE
ajst-5664	196	11	in	in	ADP
ajst-5664	196	12	 	 	SPACE
ajst-5664	196	13	the	the	DET
ajst-5664	196	14	  	  	SPACE
ajst-5664	196	15	"	"	PUNCT
ajst-5664	196	16	fault	fault	NOUN
ajst-5664	196	17	 	 	SPACE
ajst-5664	196	18	locating	locate	VERB
ajst-5664	196	19	"	"	PUNCT
ajst-5664	196	20	  	  	SPACE
ajst-5664	196	21	section	section	NOUN
ajst-5664	196	22	?	?	PUNCT
ajst-5664	197	1	divide	divide	VERB
ajst-5664	197	2	 	 	SPACE
ajst-5664	197	3	the	the	DET
ajst-5664	197	4	 	 	SPACE
ajst-5664	197	5	"	"	PUNCT
ajst-5664	197	6	fault	fault	NOUN
ajst-5664	197	7	  	  	SPACE
ajst-5664	197	8	cause	cause	NOUN
ajst-5664	197	9	"	"	PUNCT
ajst-5664	197	10	 	 	SPACE
ajst-5664	197	11	according	accord	VERB
ajst-5664	197	12	 	 	SPACE
ajst-5664	197	13	to	to	ADP
ajst-5664	197	14	  	  	SPACE
ajst-5664	197	15	the	the	DET
ajst-5664	197	16	 	 	SPACE
ajst-5664	197	17	serial	serial	ADJ
ajst-5664	197	18	 	 	SPACE
ajst-5664	197	19	number	number	NOUN
ajst-5664	197	20	divide	divide	NOUN
ajst-5664	197	21	 	 	SPACE
ajst-5664	197	22	the	the	DET
ajst-5664	197	23	 	 	SPACE
ajst-5664	197	24	"	"	PUNCT
ajst-5664	197	25	fault	fault	NOUN
ajst-5664	197	26	  	  	SPACE
ajst-5664	197	27	locating	locate	VERB
ajst-5664	197	28	"	"	PUNCT
ajst-5664	197	29	 	 	SPACE
ajst-5664	197	30	according	accord	VERB
ajst-5664	197	31	  	  	SPACE
ajst-5664	197	32	to	to	ADP
ajst-5664	197	33	 	 	SPACE
ajst-5664	197	34	the	the	DET
ajst-5664	197	35	 	 	SPACE
ajst-5664	197	36	serial	serial	ADJ
ajst-5664	197	37	 	 	SPACE
ajst-5664	197	38	number	number	NOUN
ajst-5664	197	39	y	y	PROPN
ajst-5664	197	40	y	y	PROPN
ajst-5664	197	41	n	n	PROPN
ajst-5664	197	42	does	do	AUX
ajst-5664	197	43	 	 	SPACE
ajst-5664	197	44	fault	fault	VERB
ajst-5664	197	45	  	  	SPACE
ajst-5664	197	46	analysis	analysis	NOUN
ajst-5664	197	47	 	 	SPACE
ajst-5664	197	48	contain	contain	VERB
ajst-5664	197	49	 	 	SPACE
ajst-5664	197	50	a	a	DET
ajst-5664	197	51	 	 	SPACE
ajst-5664	197	52	serial	serial	ADJ
ajst-5664	197	53	  	  	SPACE
ajst-5664	197	54	number	number	NOUN
ajst-5664	197	55	?	?	PUNCT
ajst-5664	198	1	have	have	VERB
ajst-5664	198	2	 	 	SPACE
ajst-5664	198	3	the	the	DET
ajst-5664	198	4	  	  	SPACE
ajst-5664	198	5	pre‐guiding	pre‐guiding	NOUN
ajst-5664	198	6	 	 	SPACE
ajst-5664	198	7	words	word	NOUN
ajst-5664	198	8	  	  	SPACE
ajst-5664	198	9	related	relate	VERB
ajst-5664	198	10	 	 	SPACE
ajst-5664	198	11	to	to	ADP
ajst-5664	198	12	 	 	SPACE
ajst-5664	198	13	"	"	PUNCT
ajst-5664	198	14	fault	fault	VERB
ajst-5664	198	15	 	 	SPACE
ajst-5664	198	16	locating	locate	VERB
ajst-5664	198	17	"	"	PUNCT
ajst-5664	198	18	 	 	SPACE
ajst-5664	198	19	in	in	ADP
ajst-5664	198	20	  	  	SPACE
ajst-5664	198	21	dict2	dict2	NOUN
ajst-5664	198	22	 	 	SPACE
ajst-5664	198	23	in	in	SCONJ
ajst-5664	198	24	 	 	SPACE
ajst-5664	198	25	this	this	DET
ajst-5664	198	26	 	 	SPACE
ajst-5664	198	27	field	field	NOUN
ajst-5664	198	28	 	 	SPACE
ajst-5664	198	29	be	be	AUX
ajst-5664	198	30	  	  	SPACE
ajst-5664	198	31	searched	search	VERB
ajst-5664	198	32	?	?	PUNCT
ajst-5664	199	1	y	y	PROPN
ajst-5664	199	2	n	n	PROPN
ajst-5664	199	3	n	n	CCONJ
ajst-5664	199	4	each	each	DET
ajst-5664	199	5	 	 	SPACE
ajst-5664	199	6	sentence	sentence	NOUN
ajst-5664	199	7	 	 	SPACE
ajst-5664	199	8	is	be	AUX
ajst-5664	199	9	  	  	SPACE
ajst-5664	199	10	to	to	PART
ajst-5664	199	11	 	 	SPACE
ajst-5664	199	12	be	be	AUX
ajst-5664	199	13	 	 	SPACE
ajst-5664	199	14	search	search	NOUN
ajst-5664	199	15	,	,	PUNCT
ajst-5664	199	16	 	 	SPACE
ajst-5664	199	17	if	if	SCONJ
ajst-5664	199	18	 	 	SPACE
ajst-5664	199	19	display	display	NOUN
ajst-5664	199	20	  	  	SPACE
ajst-5664	199	21	words	word	NOUN
ajst-5664	199	22	 	 	SPACE
ajst-5664	199	23	related	relate	VERB
ajst-5664	199	24	 	 	SPACE
ajst-5664	199	25	to	to	ADP
ajst-5664	199	26	 	 	SPACE
ajst-5664	199	27	“	"	PUNCT
ajst-5664	199	28	fault	fault	VERB
ajst-5664	199	29	  	  	SPACE
ajst-5664	199	30	locating”in	locating”in	NOUN
ajst-5664	199	31	 	 	SPACE
ajst-5664	199	32	dict5	dict5	NOUN
ajst-5664	199	33	 	 	SPACE
ajst-5664	199	34	have	have	AUX
ajst-5664	199	35	 	 	SPACE
ajst-5664	199	36	been	be	AUX
ajst-5664	199	37	  	  	SPACE
ajst-5664	199	38	searched	search	VERB
ajst-5664	199	39	 	 	SPACE
ajst-5664	199	40	in	in	ADP
ajst-5664	199	41	 	 	SPACE
ajst-5664	199	42	this	this	DET
ajst-5664	199	43	  	  	SPACE
ajst-5664	199	44	sentence	sentence	NOUN
ajst-5664	199	45	 	 	SPACE
ajst-5664	199	46	?	?	PUNCT
ajst-5664	200	1	does	do	VERB
ajst-5664	200	2	 	 	SPACE
ajst-5664	200	3	the	the	DET
ajst-5664	200	4	  	  	SPACE
ajst-5664	200	5	auxiliary	auxiliary	ADJ
ajst-5664	200	6	 	 	SPACE
ajst-5664	200	7	judgment	judgment	NOUN
ajst-5664	200	8	 	 	SPACE
ajst-5664	200	9	symbol	symbol	NOUN
ajst-5664	200	10	 	 	SPACE
ajst-5664	200	11	1	1	NUM
ajst-5664	200	12	  	  	SPACE
ajst-5664	200	13	equal	equal	ADJ
ajst-5664	200	14	 	 	SPACE
ajst-5664	200	15	to	to	ADP
ajst-5664	200	16	 	 	SPACE
ajst-5664	200	17	false	false	ADJ
ajst-5664	200	18	?	?	PUNCT
ajst-5664	201	1	the	the	DET
ajst-5664	201	2	 	 	SPACE
ajst-5664	201	3	auxiliary	auxiliary	ADJ
ajst-5664	201	4	  	  	SPACE
ajst-5664	201	5	judgment	judgment	NOUN
ajst-5664	201	6	 	 	SPACE
ajst-5664	201	7	symbol	symbol	NOUN
ajst-5664	201	8	  	  	SPACE
ajst-5664	201	9	1	1	NUM
ajst-5664	201	10	 	 	SPACE
ajst-5664	201	11	is	be	AUX
ajst-5664	201	12	 	 	SPACE
ajst-5664	201	13	set	set	VERB
ajst-5664	201	14	 	 	SPACE
ajst-5664	201	15	to	to	ADP
ajst-5664	201	16	 	 	SPACE
ajst-5664	201	17	true	true	VERB
ajst-5664	201	18	the	the	DET
ajst-5664	201	19	 	 	SPACE
ajst-5664	201	20	auxiliary	auxiliary	ADJ
ajst-5664	201	21	  	  	SPACE
ajst-5664	201	22	judgment	judgment	NOUN
ajst-5664	201	23	 	 	SPACE
ajst-5664	201	24	symbol	symbol	NOUN
ajst-5664	201	25	  	  	SPACE
ajst-5664	201	26	1	1	NUM
ajst-5664	201	27	 	 	SPACE
ajst-5664	201	28	is	be	AUX
ajst-5664	201	29	 	 	SPACE
ajst-5664	201	30	set	set	VERB
ajst-5664	201	31	 	 	SPACE
ajst-5664	201	32	to	to	ADP
ajst-5664	201	33	 	 	SPACE
ajst-5664	201	34	false	false	ADJ
ajst-5664	201	35	split	split	NOUN
ajst-5664	201	36	 	 	SPACE
ajst-5664	201	37	text	text	NOUN
ajst-5664	201	38	 	 	SPACE
ajst-5664	201	39	by	by	ADP
ajst-5664	201	40	  	  	SPACE
ajst-5664	201	41	sentence	sentence	NOUN
ajst-5664	201	42	y	y	PROPN
ajst-5664	201	43	each	each	DET
ajst-5664	201	44	 	 	SPACE
ajst-5664	201	45	sentence	sentence	NOUN
ajst-5664	201	46	 	 	SPACE
ajst-5664	201	47	is	be	AUX
ajst-5664	201	48	  	  	SPACE
ajst-5664	201	49	to	to	PART
ajst-5664	201	50	 	 	SPACE
ajst-5664	201	51	be	be	AUX
ajst-5664	201	52	 	 	SPACE
ajst-5664	201	53	search	search	NOUN
ajst-5664	201	54	,	,	PUNCT
ajst-5664	201	55	 	 	SPACE
ajst-5664	201	56	if	if	SCONJ
ajst-5664	201	57	 	 	SPACE
ajst-5664	201	58	display	display	NOUN
ajst-5664	201	59	 	 	SPACE
ajst-5664	201	60	words	word	NOUN
ajst-5664	201	61	  	  	SPACE
ajst-5664	201	62	related	relate	VERB
ajst-5664	201	63	 	 	SPACE
ajst-5664	201	64	to	to	ADP
ajst-5664	201	65	 	 	SPACE
ajst-5664	201	66	“	"	PUNCT
ajst-5664	201	67	fault	fault	VERB
ajst-5664	201	68	 	 	SPACE
ajst-5664	201	69	locating”in	locating”in	NOUN
ajst-5664	201	70	  	  	SPACE
ajst-5664	201	71	dict5	dict5	NOUN
ajst-5664	201	72	 	 	SPACE
ajst-5664	201	73	have	have	AUX
ajst-5664	201	74	 	 	SPACE
ajst-5664	201	75	been	be	AUX
ajst-5664	201	76	 	 	SPACE
ajst-5664	201	77	searched	search	VERB
ajst-5664	201	78	 	 	SPACE
ajst-5664	201	79	in	in	ADP
ajst-5664	201	80	  	  	SPACE
ajst-5664	201	81	this	this	DET
ajst-5664	201	82	 	 	SPACE
ajst-5664	201	83	sentence	sentence	NOUN
ajst-5664	201	84	 	 	SPACE
ajst-5664	201	85	?	?	PUNCT
ajst-5664	202	1	all	all	DET
ajst-5664	202	2	 	 	SPACE
ajst-5664	202	3	label	label	NOUN
ajst-5664	202	4	  	  	SPACE
ajst-5664	202	5	sequences	sequence	NOUN
ajst-5664	202	6	  	  	SPACE
ajst-5664	202	7	checked	check	VERB
ajst-5664	202	8	?	?	PUNCT
ajst-5664	203	1	if	if	SCONJ
ajst-5664	203	2	 	 	SPACE
ajst-5664	203	3	display	display	NOUN
ajst-5664	203	4	  	  	SPACE
ajst-5664	203	5	words	word	NOUN
ajst-5664	203	6	 	 	SPACE
ajst-5664	203	7	related	relate	VERB
ajst-5664	203	8	 	 	SPACE
ajst-5664	203	9	to	to	ADP
ajst-5664	203	10	 	 	SPACE
ajst-5664	203	11	“	"	PUNCT
ajst-5664	203	12	fault	fault	VERB
ajst-5664	203	13	  	  	SPACE
ajst-5664	203	14	cause”in	cause”in	ADJ
ajst-5664	203	15	 	 	SPACE
ajst-5664	203	16	dict4	dict4	PRON
ajst-5664	203	17	 	 	SPACE
ajst-5664	203	18	have	have	AUX
ajst-5664	203	19	  	  	SPACE
ajst-5664	203	20	been	be	AUX
ajst-5664	203	21	 	 	SPACE
ajst-5664	203	22	searched	search	VERB
ajst-5664	203	23	 	 	SPACE
ajst-5664	203	24	in	in	ADP
ajst-5664	203	25	 	 	SPACE
ajst-5664	203	26	this	this	DET
ajst-5664	203	27	  	  	SPACE
ajst-5664	203	28	sentence	sentence	NOUN
ajst-5664	203	29	 	 	SPACE
ajst-5664	203	30	?	?	PUNCT
ajst-5664	204	1	n	n	PRON
ajst-5664	204	2	label	label	NOUN
ajst-5664	204	3	 	 	SPACE
ajst-5664	204	4	this	this	DET
ajst-5664	204	5	 	 	SPACE
ajst-5664	204	6	sentence	sentence	NOUN
ajst-5664	204	7	  	  	SPACE
ajst-5664	204	8	"	"	PUNCT
ajst-5664	204	9	fault	fault	NOUN
ajst-5664	204	10	 	 	SPACE
ajst-5664	204	11	cause	cause	NOUN
ajst-5664	204	12	"	"	PUNCT
ajst-5664	204	13	.	.	PUNCT
ajst-5664	205	1	y	y	PROPN
ajst-5664	205	2	label	label	NOUN
ajst-5664	205	3	 	 	SPACE
ajst-5664	205	4	this	this	DET
ajst-5664	205	5	 	 	SPACE
ajst-5664	205	6	sentence	sentence	NOUN
ajst-5664	205	7	  	  	SPACE
ajst-5664	205	8	"	"	PUNCT
ajst-5664	205	9	fault	fault	NOUN
ajst-5664	205	10	 	 	SPACE
ajst-5664	205	11	locating	locating	NOUN
ajst-5664	205	12	"	"	PUNCT
ajst-5664	205	13	.	.	PUNCT
ajst-5664	206	1	y	y	PROPN
ajst-5664	206	2	n	n	PRON
ajst-5664	206	3	mark	mark	VERB
ajst-5664	206	4	 	 	SPACE
ajst-5664	206	5	all	all	DET
ajst-5664	206	6	 	 	SPACE
ajst-5664	206	7	fields	field	NOUN
ajst-5664	206	8	 	 	SPACE
ajst-5664	206	9	with	with	ADP
ajst-5664	206	10	  	  	SPACE
ajst-5664	206	11	this	this	DET
ajst-5664	206	12	 	 	SPACE
ajst-5664	206	13	serial	serial	ADJ
ajst-5664	206	14	 	 	SPACE
ajst-5664	206	15	number	number	NOUN
ajst-5664	206	16	 	 	SPACE
ajst-5664	206	17	as	as	ADP
ajst-5664	206	18	  	  	SPACE
ajst-5664	206	19	"	"	PUNCT
ajst-5664	206	20	fault	fault	NOUN
ajst-5664	206	21	 	 	SPACE
ajst-5664	206	22	locating	locate	VERB
ajst-5664	206	23	"	"	PUNCT
ajst-5664	206	24	mark	mark	NOUN
ajst-5664	206	25	 	 	SPACE
ajst-5664	206	26	all	all	DET
ajst-5664	206	27	 	 	SPACE
ajst-5664	206	28	fields	field	NOUN
ajst-5664	206	29	 	 	SPACE
ajst-5664	206	30	with	with	ADP
ajst-5664	206	31	  	  	SPACE
ajst-5664	206	32	this	this	DET
ajst-5664	206	33	 	 	SPACE
ajst-5664	206	34	serial	serial	ADJ
ajst-5664	206	35	 	 	SPACE
ajst-5664	206	36	number	number	NOUN
ajst-5664	206	37	 	 	SPACE
ajst-5664	206	38	as	as	ADP
ajst-5664	206	39	  	  	SPACE
ajst-5664	206	40	"	"	PUNCT
ajst-5664	206	41	fault	fault	NOUN
ajst-5664	206	42	 	 	SPACE
ajst-5664	206	43	cause	cause	NOUN
ajst-5664	206	44	"	"	PUNCT
ajst-5664	206	45	y	y	PROPN
ajst-5664	206	46	n	n	PROPN
ajst-5664	206	47	y	y	PROPN
ajst-5664	206	48	y	y	PROPN
ajst-5664	206	49	n	n	CCONJ
ajst-5664	206	50	all	all	PRON
ajst-5664	206	51	 	 	SPACE
ajst-5664	206	52	label	label	NOUN
ajst-5664	206	53	  	  	SPACE
ajst-5664	206	54	sequences	sequence	NOUN
ajst-5664	206	55	  	  	SPACE
ajst-5664	206	56	checked	check	VERB
ajst-5664	206	57	?	?	PUNCT
ajst-5664	207	1	split	split	VERB
ajst-5664	207	2	 	 	SPACE
ajst-5664	207	3	the	the	DET
ajst-5664	207	4	 	 	SPACE
ajst-5664	207	5	text	text	NOUN
ajst-5664	207	6	 	 	SPACE
ajst-5664	207	7	in	in	ADP
ajst-5664	207	8	 	 	SPACE
ajst-5664	207	9	units	unit	NOUN
ajst-5664	207	10	  	  	SPACE
ajst-5664	207	11	of	of	ADP
ajst-5664	207	12	 	 	SPACE
ajst-5664	207	13	one	one	NUM
ajst-5664	207	14	 	 	SPACE
ajst-5664	207	15	sentence	sentence	NOUN
ajst-5664	207	16	 	 	SPACE
ajst-5664	207	17	with	with	ADP
ajst-5664	207	18	  	  	SPACE
ajst-5664	207	19	serial	serial	ADJ
ajst-5664	207	20	 	 	SPACE
ajst-5664	207	21	number	number	NOUN
ajst-5664	207	22	n	n	CCONJ
ajst-5664	207	23	y	y	PROPN
ajst-5664	207	24	figure	figure	NOUN
ajst-5664	207	25	7	7	NUM
ajst-5664	207	26	.	.	PUNCT
ajst-5664	207	27	extraction	extraction	NOUN
ajst-5664	207	28	process	process	NOUN
ajst-5664	207	29	of	of	ADP
ajst-5664	207	30	other	other	ADJ
ajst-5664	207	31	data	datum	NOUN
ajst-5664	207	32	types	type	NOUN
ajst-5664	207	33	of	of	ADP
ajst-5664	207	34	implicit	implicit	ADJ
ajst-5664	207	35	information	information	NOUN
ajst-5664	207	36	based	base	VERB
ajst-5664	207	37	on	on	ADP
ajst-5664	207	38	rules	rule	NOUN
ajst-5664	207	39	280	280	NUM
ajst-5664	207	40	1	1	NUM
ajst-5664	207	41	.	.	PUNCT
ajst-5664	208	1	dictionary	dictionary	ADJ
ajst-5664	208	2	creation	creation	NOUN
ajst-5664	208	3	:	:	PUNCT
ajst-5664	208	4	this	this	DET
ajst-5664	208	5	part	part	NOUN
ajst-5664	208	6	of	of	ADP
ajst-5664	208	7	the	the	DET
ajst-5664	208	8	information	information	NOUN
ajst-5664	208	9	extraction	extraction	NOUN
ajst-5664	208	10	process	process	NOUN
ajst-5664	208	11	includes	include	VERB
ajst-5664	208	12	the	the	DET
ajst-5664	208	13	extraction	extraction	NOUN
ajst-5664	208	14	process	process	NOUN
ajst-5664	208	15	of	of	ADP
ajst-5664	208	16	fault	fault	NOUN
ajst-5664	208	17	cause	cause	VERB
ajst-5664	208	18	information	information	NOUN
ajst-5664	208	19	and	and	CCONJ
ajst-5664	208	20	fault	fault	VERB
ajst-5664	208	21	locating	locate	VERB
ajst-5664	208	22	information	information	NOUN
ajst-5664	208	23	.	.	PUNCT
ajst-5664	209	1	it	it	PRON
ajst-5664	209	2	is	be	AUX
ajst-5664	209	3	mainly	mainly	ADV
ajst-5664	209	4	based	base	VERB
ajst-5664	209	5	on	on	ADP
ajst-5664	209	6	the	the	DET
ajst-5664	209	7	above	above	ADJ
ajst-5664	209	8	rules	rule	NOUN
ajst-5664	209	9	to	to	PART
ajst-5664	209	10	judge	judge	VERB
ajst-5664	209	11	whether	whether	SCONJ
ajst-5664	209	12	each	each	DET
ajst-5664	209	13	condition	condition	NOUN
ajst-5664	209	14	is	be	AUX
ajst-5664	209	15	met	meet	VERB
ajst-5664	209	16	.	.	PUNCT
ajst-5664	210	1	in	in	ADP
ajst-5664	210	2	this	this	DET
ajst-5664	210	3	section	section	NOUN
ajst-5664	210	4	,	,	PUNCT
ajst-5664	210	5	four	four	NUM
ajst-5664	210	6	important	important	ADJ
ajst-5664	210	7	dictionaries	dictionary	NOUN
ajst-5664	210	8	are	be	AUX
ajst-5664	210	9	created	create	VERB
ajst-5664	210	10	,	,	PUNCT
ajst-5664	210	11	dict2	dict2	PROPN
ajst-5664	210	12	:	:	PUNCT
ajst-5664	210	13	"	"	PUNCT
ajst-5664	210	14	pre	pre	ADJ
ajst-5664	210	15	-	-	ADJ
ajst-5664	210	16	guiding	guiding	ADJ
ajst-5664	210	17	words	word	NOUN
ajst-5664	210	18	"	"	PUNCT
ajst-5664	210	19	related	relate	VERB
ajst-5664	210	20	to	to	PART
ajst-5664	210	21	"	"	PUNCT
ajst-5664	210	22	fault	fault	VERB
ajst-5664	210	23	reason	reason	NOUN
ajst-5664	210	24	"	"	PUNCT
ajst-5664	210	25	,	,	PUNCT
ajst-5664	210	26	dict3	dict3	NOUN
ajst-5664	210	27	:	:	PUNCT
ajst-5664	210	28	"	"	PUNCT
ajst-5664	210	29	pre	pre	ADJ
ajst-5664	210	30	-	-	ADJ
ajst-5664	210	31	guiding	guiding	ADJ
ajst-5664	210	32	words	word	NOUN
ajst-5664	210	33	"	"	PUNCT
ajst-5664	210	34	related	relate	VERB
ajst-5664	210	35	to	to	PART
ajst-5664	210	36	"	"	PUNCT
ajst-5664	210	37	fault	fault	VERB
ajst-5664	210	38	locating	locate	VERB
ajst-5664	210	39	"	"	PUNCT
ajst-5664	210	40	,	,	PUNCT
ajst-5664	210	41	dict4	dict4	NUM
ajst-5664	210	42	:	:	PUNCT
ajst-5664	210	43	"	"	PUNCT
ajst-5664	210	44	display	display	VERB
ajst-5664	210	45	words	word	NOUN
ajst-5664	210	46	in	in	ADP
ajst-5664	210	47	sentence	sentence	NOUN
ajst-5664	210	48	"	"	PUNCT
ajst-5664	210	49	related	relate	VERB
ajst-5664	210	50	to	to	PART
ajst-5664	210	51	"	"	PUNCT
ajst-5664	210	52	fault	fault	VERB
ajst-5664	210	53	reason	reason	NOUN
ajst-5664	210	54	"	"	PUNCT
ajst-5664	210	55	,	,	PUNCT
ajst-5664	210	56	dict5	dict5	PROPN
ajst-5664	210	57	:	:	PUNCT
ajst-5664	210	58	"	"	PUNCT
ajst-5664	210	59	display	display	VERB
ajst-5664	210	60	words	word	NOUN
ajst-5664	210	61	in	in	ADP
ajst-5664	210	62	sentence	sentence	NOUN
ajst-5664	210	63	"	"	PUNCT
ajst-5664	210	64	related	relate	VERB
ajst-5664	210	65	to	to	PART
ajst-5664	210	66	"	"	PUNCT
ajst-5664	210	67	fault	fault	VERB
ajst-5664	210	68	locating	locate	VERB
ajst-5664	210	69	"	"	PUNCT
ajst-5664	210	70	.	.	PUNCT
ajst-5664	211	1	2	2	X
ajst-5664	211	2	.	.	X
ajst-5664	211	3	take	take	VERB
ajst-5664	211	4	fault	fault	NOUN
ajst-5664	211	5	analysis	analysis	NOUN
ajst-5664	211	6	information	information	NOUN
ajst-5664	211	7	in	in	ADP
ajst-5664	211	8	explicit	explicit	ADJ
ajst-5664	211	9	information	information	NOUN
ajst-5664	211	10	as	as	ADP
ajst-5664	211	11	input	input	NOUN
ajst-5664	211	12	,	,	PUNCT
ajst-5664	211	13	and	and	CCONJ
ajst-5664	211	14	search	search	VERB
ajst-5664	211	15	for	for	ADP
ajst-5664	211	16	the	the	DET
ajst-5664	211	17	relevant	relevant	ADJ
ajst-5664	211	18	"	"	PUNCT
ajst-5664	211	19	pre	pre	ADJ
ajst-5664	211	20	-	-	ADJ
ajst-5664	211	21	guiding	guiding	ADJ
ajst-5664	211	22	words	word	NOUN
ajst-5664	211	23	"	"	PUNCT
ajst-5664	211	24	about	about	ADP
ajst-5664	211	25	"	"	PUNCT
ajst-5664	211	26	fault	fault	NOUN
ajst-5664	211	27	cause	cause	NOUN
ajst-5664	211	28	"	"	PUNCT
ajst-5664	211	29	in	in	ADP
ajst-5664	211	30	dict2	dict2	NOUN
ajst-5664	211	31	in	in	ADP
ajst-5664	211	32	this	this	DET
ajst-5664	211	33	field	field	NOUN
ajst-5664	211	34	.	.	PUNCT
ajst-5664	212	1	if	if	SCONJ
ajst-5664	212	2	relevant	relevant	ADJ
ajst-5664	212	3	information	information	NOUN
ajst-5664	212	4	is	be	AUX
ajst-5664	212	5	found	find	VERB
ajst-5664	212	6	,	,	PUNCT
ajst-5664	212	7	continue	continue	VERB
ajst-5664	212	8	to	to	PART
ajst-5664	212	9	search	search	VERB
ajst-5664	212	10	for	for	ADP
ajst-5664	212	11	relevant	relevant	ADJ
ajst-5664	212	12	"	"	PUNCT
ajst-5664	212	13	pre	pre	ADJ
ajst-5664	212	14	-	-	ADJ
ajst-5664	212	15	guiding	guiding	ADJ
ajst-5664	212	16	words	word	NOUN
ajst-5664	212	17	"	"	PUNCT
ajst-5664	212	18	about	about	ADP
ajst-5664	212	19	"	"	PUNCT
ajst-5664	212	20	fault	fault	VERB
ajst-5664	212	21	locating	locate	VERB
ajst-5664	212	22	"	"	PUNCT
ajst-5664	212	23	in	in	ADP
ajst-5664	212	24	dict3	dict3	NOUN
ajst-5664	212	25	in	in	ADP
ajst-5664	212	26	this	this	DET
ajst-5664	212	27	field	field	NOUN
ajst-5664	212	28	.	.	PUNCT
ajst-5664	213	1	if	if	SCONJ
ajst-5664	213	2	the	the	DET
ajst-5664	213	3	relevant	relevant	ADJ
ajst-5664	213	4	information	information	NOUN
ajst-5664	213	5	is	be	AUX
ajst-5664	213	6	also	also	ADV
ajst-5664	213	7	found	find	VERB
ajst-5664	213	8	,	,	PUNCT
ajst-5664	213	9	then	then	ADV
ajst-5664	213	10	start	start	VERB
ajst-5664	213	11	with	with	ADP
ajst-5664	213	12	the	the	DET
ajst-5664	213	13	searched	search	VERB
ajst-5664	213	14	"	"	PUNCT
ajst-5664	213	15	i	i	PROPN
ajst-5664	213	16	-	-	PUNCT
ajst-5664	213	17	th	th	NUM
ajst-5664	213	18	word	word	NOUN
ajst-5664	213	19	"	"	PUNCT
ajst-5664	213	20	and	and	CCONJ
ajst-5664	213	21	ending	end	VERB
ajst-5664	213	22	punctuation	punctuation	NOUN
ajst-5664	213	23	before	before	ADP
ajst-5664	213	24	the	the	DET
ajst-5664	213	25	"	"	PUNCT
ajst-5664	213	26	i+1th	i+1th	ADJ
ajst-5664	213	27	word	word	NOUN
ajst-5664	213	28	"	"	PUNCT
ajst-5664	213	29	as	as	ADP
ajst-5664	213	30	the	the	DET
ajst-5664	213	31	end	end	NOUN
ajst-5664	213	32	to	to	PART
ajst-5664	213	33	segment	segment	VERB
ajst-5664	213	34	the	the	DET
ajst-5664	213	35	text	text	NOUN
ajst-5664	213	36	.	.	PUNCT
ajst-5664	214	1	the	the	DET
ajst-5664	214	2	last	last	ADJ
ajst-5664	214	3	word	word	NOUN
ajst-5664	214	4	ends	end	VERB
ajst-5664	214	5	at	at	ADP
ajst-5664	214	6	the	the	DET
ajst-5664	214	7	end	end	NOUN
ajst-5664	214	8	of	of	ADP
ajst-5664	214	9	the	the	DET
ajst-5664	214	10	entire	entire	ADJ
ajst-5664	214	11	field	field	NOUN
ajst-5664	214	12	.	.	PUNCT
ajst-5664	215	1	and	and	CCONJ
ajst-5664	215	2	label	label	VERB
ajst-5664	215	3	this	this	DET
ajst-5664	215	4	field	field	NOUN
ajst-5664	215	5	as	as	ADP
ajst-5664	215	6	"	"	PUNCT
ajst-5664	215	7	i	i	NOUN
ajst-5664	215	8	-	-	PUNCT
ajst-5664	215	9	th	th	X
ajst-5664	215	10	word	word	NOUN
ajst-5664	215	11	"	"	PUNCT
ajst-5664	215	12	.	.	PUNCT
ajst-5664	216	1	then	then	ADV
ajst-5664	216	2	,	,	PUNCT
ajst-5664	216	3	according	accord	VERB
ajst-5664	216	4	to	to	ADP
ajst-5664	216	5	the	the	DET
ajst-5664	216	6	presence	presence	NOUN
ajst-5664	216	7	or	or	CCONJ
ajst-5664	216	8	absence	absence	NOUN
ajst-5664	216	9	of	of	ADP
ajst-5664	216	10	the	the	DET
ajst-5664	216	11	serial	serial	ADJ
ajst-5664	216	12	number	number	NOUN
ajst-5664	216	13	,	,	PUNCT
ajst-5664	216	14	the	the	DET
ajst-5664	216	15	fault	fault	NOUN
ajst-5664	216	16	cause	cause	VERB
ajst-5664	216	17	information	information	NOUN
ajst-5664	216	18	and	and	CCONJ
ajst-5664	216	19	fault	fault	VERB
ajst-5664	216	20	location	location	NOUN
ajst-5664	216	21	information	information	NOUN
ajst-5664	216	22	are	be	AUX
ajst-5664	216	23	divided	divide	VERB
ajst-5664	216	24	.	.	PUNCT
ajst-5664	217	1	3	3	X
ajst-5664	217	2	.	.	X
ajst-5664	217	3	since	since	SCONJ
ajst-5664	217	4	the	the	DET
ajst-5664	217	5	fault	fault	NOUN
ajst-5664	217	6	analysis	analysis	NOUN
ajst-5664	217	7	field	field	NOUN
ajst-5664	217	8	may	may	AUX
ajst-5664	217	9	contain	contain	VERB
ajst-5664	217	10	only	only	ADV
ajst-5664	217	11	one	one	NUM
ajst-5664	217	12	type	type	NOUN
ajst-5664	217	13	of	of	ADP
ajst-5664	217	14	invisible	invisible	ADJ
ajst-5664	217	15	information	information	NOUN
ajst-5664	217	16	,	,	PUNCT
ajst-5664	217	17	that	that	PRON
ajst-5664	217	18	is	be	AUX
ajst-5664	217	19	fault	fault	NOUN
ajst-5664	217	20	localization	localization	NOUN
ajst-5664	217	21	.	.	PUNCT
ajst-5664	218	1	if	if	SCONJ
ajst-5664	218	2	the	the	DET
ajst-5664	218	3	relevant	relevant	ADJ
ajst-5664	218	4	"	"	PUNCT
ajst-5664	218	5	pre	pre	ADJ
ajst-5664	218	6	-	-	ADJ
ajst-5664	218	7	guiding	guiding	ADJ
ajst-5664	218	8	words	word	NOUN
ajst-5664	218	9	"	"	PUNCT
ajst-5664	218	10	of	of	ADP
ajst-5664	218	11	"	"	PUNCT
ajst-5664	218	12	fault	fault	NOUN
ajst-5664	218	13	location	location	NOUN
ajst-5664	218	14	"	"	PUNCT
ajst-5664	218	15	can	can	AUX
ajst-5664	218	16	not	not	PART
ajst-5664	218	17	be	be	AUX
ajst-5664	218	18	found	find	VERB
ajst-5664	218	19	in	in	ADP
ajst-5664	218	20	dict	dict	PROPN
ajst-5664	218	21	3	3	NUM
ajst-5664	218	22	,	,	PUNCT
ajst-5664	218	23	the	the	DET
ajst-5664	218	24	next	next	ADJ
ajst-5664	218	25	important	important	ADJ
ajst-5664	218	26	judgment	judgment	NOUN
ajst-5664	218	27	rule	rule	NOUN
ajst-5664	218	28	must	must	AUX
ajst-5664	218	29	be	be	AUX
ajst-5664	218	30	introduced	introduce	VERB
ajst-5664	218	31	,	,	PUNCT
ajst-5664	218	32	the	the	DET
ajst-5664	218	33	presence	presence	NOUN
ajst-5664	218	34	or	or	CCONJ
ajst-5664	218	35	absence	absence	NOUN
ajst-5664	218	36	of	of	ADP
ajst-5664	218	37	serial	serial	ADJ
ajst-5664	218	38	numbers	number	NOUN
ajst-5664	218	39	.	.	PUNCT
ajst-5664	219	1	if	if	SCONJ
ajst-5664	219	2	there	there	PRON
ajst-5664	219	3	is	be	VERB
ajst-5664	219	4	a	a	DET
ajst-5664	219	5	serial	serial	ADJ
ajst-5664	219	6	number	number	NOUN
ajst-5664	219	7	in	in	ADP
ajst-5664	219	8	the	the	DET
ajst-5664	219	9	fault	fault	NOUN
ajst-5664	219	10	analysis	analysis	NOUN
ajst-5664	219	11	information	information	NOUN
ajst-5664	219	12	,	,	PUNCT
ajst-5664	219	13	then	then	ADV
ajst-5664	219	14	a	a	DET
ajst-5664	219	15	sentence	sentence	NOUN
ajst-5664	219	16	with	with	ADP
ajst-5664	219	17	a	a	DET
ajst-5664	219	18	serial	serial	ADJ
ajst-5664	219	19	number	number	NOUN
ajst-5664	219	20	is	be	AUX
ajst-5664	219	21	used	use	VERB
ajst-5664	219	22	as	as	ADP
ajst-5664	219	23	a	a	DET
ajst-5664	219	24	unit	unit	NOUN
ajst-5664	219	25	to	to	PART
ajst-5664	219	26	divide	divide	VERB
ajst-5664	219	27	the	the	DET
ajst-5664	219	28	text	text	NOUN
ajst-5664	219	29	.	.	PUNCT
ajst-5664	220	1	judge	judge	NOUN
ajst-5664	220	2	sentence	sentence	NOUN
ajst-5664	220	3	by	by	ADP
ajst-5664	220	4	sentence	sentence	NOUN
ajst-5664	220	5	whether	whether	SCONJ
ajst-5664	220	6	the	the	DET
ajst-5664	220	7	field	field	NOUN
ajst-5664	220	8	with	with	ADP
ajst-5664	220	9	serial	serial	ADJ
ajst-5664	220	10	number	number	NOUN
ajst-5664	220	11	contains	contain	VERB
ajst-5664	220	12	"	"	PUNCT
ajst-5664	220	13	display	display	NOUN
ajst-5664	220	14	words	word	NOUN
ajst-5664	220	15	in	in	ADP
ajst-5664	220	16	sentence	sentence	NOUN
ajst-5664	220	17	"	"	PUNCT
ajst-5664	220	18	related	relate	VERB
ajst-5664	220	19	to	to	PART
ajst-5664	220	20	"	"	PUNCT
ajst-5664	220	21	fault	fault	VERB
ajst-5664	220	22	location	location	NOUN
ajst-5664	220	23	"	"	PUNCT
ajst-5664	220	24	in	in	ADP
ajst-5664	220	25	dict	dict	NOUN
ajst-5664	220	26	5	5	NUM
ajst-5664	220	27	.	.	PUNCT
ajst-5664	221	1	if	if	SCONJ
ajst-5664	221	2	it	it	PRON
ajst-5664	221	3	exists	exist	VERB
ajst-5664	221	4	,	,	PUNCT
ajst-5664	221	5	then	then	ADV
ajst-5664	221	6	mark	mark	VERB
ajst-5664	221	7	all	all	DET
ajst-5664	221	8	the	the	DET
ajst-5664	221	9	fields	field	NOUN
ajst-5664	221	10	with	with	ADP
ajst-5664	221	11	the	the	DET
ajst-5664	221	12	sequence	sequence	NOUN
ajst-5664	221	13	number	number	NOUN
ajst-5664	221	14	of	of	ADP
ajst-5664	221	15	the	the	DET
ajst-5664	221	16	same	same	ADJ
ajst-5664	221	17	serial	serial	NOUN
ajst-5664	221	18	as	as	ADP
ajst-5664	221	19	"	"	PUNCT
ajst-5664	221	20	fault	fault	NOUN
ajst-5664	221	21	location	location	NOUN
ajst-5664	221	22	"	"	PUNCT
ajst-5664	221	23	,	,	PUNCT
ajst-5664	221	24	otherwise	otherwise	ADV
ajst-5664	221	25	mark	mark	VERB
ajst-5664	221	26	all	all	DET
ajst-5664	221	27	the	the	DET
ajst-5664	221	28	fields	field	NOUN
ajst-5664	221	29	with	with	ADP
ajst-5664	221	30	the	the	DET
ajst-5664	221	31	sequence	sequence	NOUN
ajst-5664	221	32	number	number	NOUN
ajst-5664	221	33	of	of	ADP
ajst-5664	221	34	the	the	DET
ajst-5664	221	35	same	same	ADJ
ajst-5664	221	36	serial	serial	NOUN
ajst-5664	221	37	as	as	ADP
ajst-5664	221	38	"	"	PUNCT
ajst-5664	221	39	fault	fault	NOUN
ajst-5664	221	40	reason	reason	NOUN
ajst-5664	221	41	"	"	PUNCT
ajst-5664	221	42	.	.	PUNCT
ajst-5664	222	1	because	because	SCONJ
ajst-5664	222	2	in	in	ADP
ajst-5664	222	3	a	a	DET
ajst-5664	222	4	piece	piece	NOUN
ajst-5664	222	5	of	of	ADP
ajst-5664	222	6	information	information	NOUN
ajst-5664	222	7	with	with	ADP
ajst-5664	222	8	a	a	DET
ajst-5664	222	9	serial	serial	ADJ
ajst-5664	222	10	number	number	NOUN
ajst-5664	222	11	,	,	PUNCT
ajst-5664	222	12	the	the	DET
ajst-5664	222	13	field	field	NOUN
ajst-5664	222	14	contains	contain	VERB
ajst-5664	222	15	meanwhile	meanwhile	ADV
ajst-5664	222	16	of	of	ADP
ajst-5664	222	17	the	the	DET
ajst-5664	222	18	"	"	PUNCT
ajst-5664	222	19	display	display	NOUN
ajst-5664	222	20	words	word	NOUN
ajst-5664	222	21	in	in	ADP
ajst-5664	222	22	sentence	sentence	NOUN
ajst-5664	222	23	"	"	PUNCT
ajst-5664	222	24	related	relate	VERB
ajst-5664	222	25	to	to	PART
ajst-5664	222	26	"	"	PUNCT
ajst-5664	222	27	fault	fault	VERB
ajst-5664	222	28	locating	locate	VERB
ajst-5664	222	29	"	"	PUNCT
ajst-5664	222	30	and	and	CCONJ
ajst-5664	222	31	the	the	DET
ajst-5664	222	32	"	"	PUNCT
ajst-5664	222	33	display	display	NOUN
ajst-5664	222	34	words	word	NOUN
ajst-5664	222	35	in	in	ADP
ajst-5664	222	36	sentence	sentence	NOUN
ajst-5664	222	37	"	"	PUNCT
ajst-5664	222	38	related	relate	VERB
ajst-5664	222	39	to	to	PART
ajst-5664	222	40	"	"	PUNCT
ajst-5664	222	41	fault	fault	VERB
ajst-5664	222	42	cause	cause	NOUN
ajst-5664	222	43	"	"	PUNCT
ajst-5664	222	44	can	can	AUX
ajst-5664	222	45	only	only	ADV
ajst-5664	222	46	be	be	AUX
ajst-5664	222	47	fault	fault	NOUN
ajst-5664	222	48	location	location	NOUN
ajst-5664	222	49	information	information	NOUN
ajst-5664	222	50	.	.	PUNCT
ajst-5664	223	1	however	however	ADV
ajst-5664	223	2	,	,	PUNCT
ajst-5664	223	3	there	there	PRON
ajst-5664	223	4	may	may	AUX
ajst-5664	223	5	only	only	ADV
ajst-5664	223	6	be	be	AUX
ajst-5664	223	7	displayed	display	VERB
ajst-5664	223	8	the	the	DET
ajst-5664	223	9	"	"	PUNCT
ajst-5664	223	10	display	display	NOUN
ajst-5664	223	11	words	word	NOUN
ajst-5664	223	12	in	in	ADP
ajst-5664	223	13	sentence	sentence	NOUN
ajst-5664	223	14	"	"	PUNCT
ajst-5664	223	15	related	relate	VERB
ajst-5664	223	16	to	to	AUX
ajst-5664	223	17	"	"	PUNCT
ajst-5664	223	18	fault	fault	VERB
ajst-5664	223	19	reason	reason	NOUN
ajst-5664	223	20	"	"	PUNCT
ajst-5664	223	21	in	in	ADP
ajst-5664	223	22	fault	fault	NOUN
ajst-5664	223	23	cause	cause	VERB
ajst-5664	223	24	information	information	NOUN
ajst-5664	223	25	.	.	PUNCT
ajst-5664	224	1	4	4	X
ajst-5664	224	2	.	.	X
ajst-5664	224	3	if	if	SCONJ
ajst-5664	224	4	the	the	DET
ajst-5664	224	5	above	above	ADJ
ajst-5664	224	6	two	two	NUM
ajst-5664	224	7	important	important	ADJ
ajst-5664	224	8	rules	rule	NOUN
ajst-5664	224	9	are	be	AUX
ajst-5664	224	10	all	all	ADV
ajst-5664	224	11	ineffective	ineffective	ADJ
ajst-5664	224	12	,	,	PUNCT
ajst-5664	224	13	the	the	DET
ajst-5664	224	14	text	text	NOUN
ajst-5664	224	15	should	should	AUX
ajst-5664	224	16	be	be	AUX
ajst-5664	224	17	divided	divide	VERB
ajst-5664	224	18	into	into	ADP
ajst-5664	224	19	one	one	NUM
ajst-5664	224	20	sentence	sentence	NOUN
ajst-5664	224	21	,	,	PUNCT
ajst-5664	224	22	and	and	CCONJ
ajst-5664	224	23	the	the	DET
ajst-5664	224	24	information	information	NOUN
ajst-5664	224	25	in	in	ADP
ajst-5664	224	26	this	this	DET
ajst-5664	224	27	paragraph	paragraph	NOUN
ajst-5664	224	28	may	may	AUX
ajst-5664	224	29	be	be	AUX
ajst-5664	224	30	judged	judge	VERB
ajst-5664	224	31	sentence	sentence	NOUN
ajst-5664	224	32	by	by	ADP
ajst-5664	224	33	sentence	sentence	NOUN
ajst-5664	224	34	.	.	PUNCT
ajst-5664	225	1	find	find	VERB
ajst-5664	225	2	out	out	ADP
ajst-5664	225	3	whether	whether	SCONJ
ajst-5664	225	4	a	a	DET
ajst-5664	225	5	sentence	sentence	NOUN
ajst-5664	225	6	contains	contain	VERB
ajst-5664	225	7	"	"	PUNCT
ajst-5664	225	8	display	display	NOUN
ajst-5664	225	9	words	word	NOUN
ajst-5664	225	10	in	in	ADP
ajst-5664	225	11	sentence	sentence	NOUN
ajst-5664	225	12	"	"	PUNCT
ajst-5664	225	13	related	relate	VERB
ajst-5664	225	14	to	to	PART
ajst-5664	225	15	"	"	PUNCT
ajst-5664	225	16	fault	fault	VERB
ajst-5664	225	17	locating	locate	VERB
ajst-5664	225	18	"	"	PUNCT
ajst-5664	225	19	in	in	ADP
ajst-5664	225	20	dict	dict	PROPN
ajst-5664	225	21	5	5	NUM
ajst-5664	225	22	,	,	PUNCT
ajst-5664	225	23	and	and	CCONJ
ajst-5664	225	24	if	if	SCONJ
ajst-5664	225	25	it	it	PRON
ajst-5664	225	26	exists	exist	VERB
ajst-5664	225	27	,	,	PUNCT
ajst-5664	225	28	mark	mark	VERB
ajst-5664	225	29	the	the	DET
ajst-5664	225	30	sentence	sentence	NOUN
ajst-5664	225	31	as	as	ADP
ajst-5664	225	32	"	"	PUNCT
ajst-5664	225	33	fault	fault	NOUN
ajst-5664	225	34	location	location	NOUN
ajst-5664	225	35	"	"	PUNCT
ajst-5664	225	36	.	.	PUNCT
ajst-5664	226	1	otherwise	otherwise	ADV
ajst-5664	226	2	,	,	PUNCT
ajst-5664	226	3	judge	judge	VERB
ajst-5664	226	4	whether	whether	SCONJ
ajst-5664	226	5	the	the	DET
ajst-5664	226	6	sentence	sentence	NOUN
ajst-5664	226	7	contains	contain	VERB
ajst-5664	226	8	the	the	DET
ajst-5664	226	9	"	"	PUNCT
ajst-5664	226	10	display	display	NOUN
ajst-5664	226	11	words	word	NOUN
ajst-5664	226	12	in	in	ADP
ajst-5664	226	13	sentence	sentence	NOUN
ajst-5664	226	14	"	"	PUNCT
ajst-5664	226	15	about	about	ADP
ajst-5664	226	16	"	"	PUNCT
ajst-5664	226	17	fault	fault	NOUN
ajst-5664	226	18	reason	reason	NOUN
ajst-5664	226	19	"	"	PUNCT
ajst-5664	226	20	in	in	ADP
ajst-5664	226	21	dict	dict	NOUN
ajst-5664	226	22	4	4	NUM
ajst-5664	226	23	,	,	PUNCT
ajst-5664	226	24	and	and	CCONJ
ajst-5664	226	25	if	if	SCONJ
ajst-5664	226	26	so	so	ADV
ajst-5664	226	27	,	,	PUNCT
ajst-5664	226	28	mark	mark	VERB
ajst-5664	226	29	the	the	DET
ajst-5664	226	30	sentence	sentence	NOUN
ajst-5664	226	31	as	as	ADP
ajst-5664	226	32	"	"	PUNCT
ajst-5664	226	33	fault	fault	NOUN
ajst-5664	226	34	reason	reason	NOUN
ajst-5664	226	35	"	"	PUNCT
ajst-5664	226	36	.	.	PUNCT
ajst-5664	227	1	4	4	X
ajst-5664	227	2	.	.	X
ajst-5664	227	3	storage	storage	NOUN
ajst-5664	227	4	of	of	ADP
ajst-5664	227	5	knowledge	knowledge	NOUN
ajst-5664	227	6	after	after	ADP
ajst-5664	227	7	extracting	extract	VERB
ajst-5664	227	8	the	the	DET
ajst-5664	227	9	effective	effective	ADJ
ajst-5664	227	10	information	information	NOUN
ajst-5664	227	11	in	in	ADP
ajst-5664	227	12	the	the	DET
ajst-5664	227	13	failure	failure	NOUN
ajst-5664	227	14	cases	case	NOUN
ajst-5664	227	15	of	of	ADP
ajst-5664	227	16	cnc	cnc	ADJ
ajst-5664	227	17	machine	machine	NOUN
ajst-5664	227	18	tools	tool	NOUN
ajst-5664	227	19	,	,	PUNCT
ajst-5664	227	20	how	how	SCONJ
ajst-5664	227	21	to	to	PART
ajst-5664	227	22	choose	choose	VERB
ajst-5664	227	23	a	a	DET
ajst-5664	227	24	suitable	suitable	ADJ
ajst-5664	227	25	database	database	NOUN
ajst-5664	227	26	to	to	PART
ajst-5664	227	27	save	save	VERB
ajst-5664	227	28	the	the	DET
ajst-5664	227	29	information	information	NOUN
ajst-5664	227	30	is	be	AUX
ajst-5664	227	31	a	a	DET
ajst-5664	227	32	very	very	ADV
ajst-5664	227	33	critical	critical	ADJ
ajst-5664	227	34	step	step	NOUN
ajst-5664	227	35	.	.	PUNCT
ajst-5664	228	1	neo4j	neo4j	PROPN
ajst-5664	228	2	,	,	PUNCT
ajst-5664	228	3	an	an	DET
ajst-5664	228	4	open	open	ADJ
ajst-5664	228	5	source	source	NOUN
ajst-5664	228	6	graph	graph	NOUN
ajst-5664	228	7	database	database	NOUN
ajst-5664	228	8	based	base	VERB
ajst-5664	228	9	on	on	ADP
ajst-5664	228	10	high	high	ADJ
ajst-5664	228	11	performance	performance	NOUN
ajst-5664	228	12	,	,	PUNCT
ajst-5664	228	13	high	high	ADJ
ajst-5664	228	14	reliability	reliability	NOUN
ajst-5664	228	15	,	,	PUNCT
ajst-5664	228	16	and	and	CCONJ
ajst-5664	228	17	strong	strong	ADJ
ajst-5664	228	18	scalability	scalability	NOUN
ajst-5664	228	19	,	,	PUNCT
ajst-5664	228	20	shows	show	VERB
ajst-5664	228	21	its	its	PRON
ajst-5664	228	22	advantages	advantage	NOUN
ajst-5664	228	23	.	.	PUNCT
ajst-5664	229	1	it	it	PRON
ajst-5664	229	2	is	be	AUX
ajst-5664	229	3	not	not	PART
ajst-5664	229	4	only	only	ADV
ajst-5664	229	5	a	a	DET
ajst-5664	229	6	nosql	nosql	ADJ
ajst-5664	229	7	graph	graph	NOUN
ajst-5664	229	8	database	database	NOUN
ajst-5664	229	9	,	,	PUNCT
ajst-5664	229	10	but	but	CCONJ
ajst-5664	229	11	also	also	ADV
ajst-5664	229	12	a	a	DET
ajst-5664	229	13	graph	graph	NOUN
ajst-5664	229	14	database	database	NOUN
ajst-5664	229	15	that	that	PRON
ajst-5664	229	16	is	be	AUX
ajst-5664	229	17	currently	currently	ADV
ajst-5664	229	18	widely	widely	ADV
ajst-5664	229	19	used	use	VERB
ajst-5664	229	20	.	.	PUNCT
ajst-5664	230	1	the	the	DET
ajst-5664	230	2	founders	founder	NOUN
ajst-5664	230	3	of	of	ADP
ajst-5664	230	4	neo4j	neo4j	PROPN
ajst-5664	230	5	chose	choose	VERB
ajst-5664	230	6	to	to	PART
ajst-5664	230	7	use	use	VERB
ajst-5664	230	8	a	a	DET
ajst-5664	230	9	graph	graph	NOUN
ajst-5664	230	10	model	model	NOUN
ajst-5664	230	11	to	to	PART
ajst-5664	230	12	store	store	VERB
ajst-5664	230	13	relationships	relationship	NOUN
ajst-5664	230	14	,	,	PUNCT
ajst-5664	230	15	and	and	CCONJ
ajst-5664	230	16	implemented	implement	VERB
ajst-5664	230	17	variable	variable	ADJ
ajst-5664	230	18	-	-	PUNCT
ajst-5664	230	19	length	length	NOUN
ajst-5664	230	20	traversal	traversal	NOUN
ajst-5664	230	21	operations	operation	NOUN
ajst-5664	230	22	in	in	ADP
ajst-5664	230	23	this	this	DET
ajst-5664	230	24	system	system	NOUN
ajst-5664	230	25	.	.	PUNCT
ajst-5664	231	1	the	the	DET
ajst-5664	231	2	data	data	NOUN
ajst-5664	231	3	storage	storage	NOUN
ajst-5664	231	4	form	form	NOUN
ajst-5664	231	5	of	of	ADP
ajst-5664	231	6	neo4j	neo4j	PROPN
ajst-5664	231	7	mainly	mainly	ADV
ajst-5664	231	8	uses	use	VERB
ajst-5664	231	9	nodes	node	NOUN
ajst-5664	231	10	(	(	PUNCT
ajst-5664	231	11	node	node	NOUN
ajst-5664	231	12	)	)	PUNCT
ajst-5664	231	13	and	and	CCONJ
ajst-5664	231	14	edges	edge	NOUN
ajst-5664	231	15	(	(	PUNCT
ajst-5664	231	16	edge	edge	NOUN
ajst-5664	231	17	)	)	PUNCT
ajst-5664	231	18	to	to	PART
ajst-5664	231	19	organize	organize	VERB
ajst-5664	231	20	data	datum	NOUN
ajst-5664	231	21	.	.	PUNCT
ajst-5664	232	1	nodes	node	NOUN
ajst-5664	232	2	represent	represent	VERB
ajst-5664	232	3	entities	entity	NOUN
ajst-5664	232	4	in	in	ADP
ajst-5664	232	5	the	the	DET
ajst-5664	232	6	knowledge	knowledge	NOUN
ajst-5664	232	7	graph	graph	NOUN
ajst-5664	232	8	,	,	PUNCT
ajst-5664	232	9	and	and	CCONJ
ajst-5664	232	10	edges	edge	NOUN
ajst-5664	232	11	represent	represent	VERB
ajst-5664	232	12	relationships	relationship	NOUN
ajst-5664	232	13	between	between	ADP
ajst-5664	232	14	entities	entity	NOUN
ajst-5664	232	15	.	.	PUNCT
ajst-5664	233	1	relationships	relationship	NOUN
ajst-5664	233	2	can	can	AUX
ajst-5664	233	3	have	have	VERB
ajst-5664	233	4	directions	direction	NOUN
ajst-5664	233	5	,	,	PUNCT
ajst-5664	233	6	and	and	CCONJ
ajst-5664	233	7	the	the	DET
ajst-5664	233	8	two	two	NUM
ajst-5664	233	9	ends	end	NOUN
ajst-5664	233	10	correspond	correspond	VERB
ajst-5664	233	11	to	to	ADP
ajst-5664	233	12	the	the	DET
ajst-5664	233	13	start	start	NOUN
ajst-5664	233	14	node	node	NOUN
ajst-5664	233	15	and	and	CCONJ
ajst-5664	233	16	the	the	DET
ajst-5664	233	17	end	end	NOUN
ajst-5664	233	18	node	node	NOUN
ajst-5664	233	19	.	.	PUNCT
ajst-5664	234	1	the	the	DET
ajst-5664	234	2	preservation	preservation	NOUN
ajst-5664	234	3	of	of	ADP
ajst-5664	234	4	information	information	NOUN
ajst-5664	234	5	is	be	AUX
ajst-5664	234	6	inseparable	inseparable	ADJ
ajst-5664	234	7	from	from	ADP
ajst-5664	234	8	the	the	DET
ajst-5664	234	9	problem	problem	NOUN
ajst-5664	234	10	of	of	ADP
ajst-5664	234	11	query	query	NOUN
ajst-5664	234	12	,	,	PUNCT
ajst-5664	234	13	and	and	CCONJ
ajst-5664	234	14	how	how	SCONJ
ajst-5664	234	15	to	to	PART
ajst-5664	234	16	better	well	ADJ
ajst-5664	234	17	query	query	NOUN
ajst-5664	234	18	is	be	AUX
ajst-5664	234	19	also	also	ADV
ajst-5664	234	20	an	an	DET
ajst-5664	234	21	important	important	ADJ
ajst-5664	234	22	step	step	NOUN
ajst-5664	234	23	in	in	ADP
ajst-5664	234	24	choosing	choose	VERB
ajst-5664	234	25	a	a	DET
ajst-5664	234	26	database	database	NOUN
ajst-5664	234	27	.	.	PUNCT
ajst-5664	235	1	cypher	cypher	PROPN
ajst-5664	235	2	,	,	PUNCT
ajst-5664	235	3	which	which	PRON
ajst-5664	235	4	works	work	VERB
ajst-5664	235	5	well	well	ADV
ajst-5664	235	6	with	with	ADP
ajst-5664	235	7	neo4j	neo4j	PROPN
ajst-5664	235	8	,	,	PUNCT
ajst-5664	235	9	is	be	AUX
ajst-5664	235	10	a	a	DET
ajst-5664	235	11	language	language	NOUN
ajst-5664	235	12	specially	specially	ADV
ajst-5664	235	13	designed	design	VERB
ajst-5664	235	14	for	for	ADP
ajst-5664	235	15	image	image	NOUN
ajst-5664	235	16	databases	database	NOUN
ajst-5664	235	17	.	.	PUNCT
ajst-5664	236	1	it	it	PRON
ajst-5664	236	2	is	be	AUX
ajst-5664	236	3	easy	easy	ADJ
ajst-5664	236	4	to	to	PART
ajst-5664	236	5	understand	understand	VERB
ajst-5664	236	6	,	,	PUNCT
ajst-5664	236	7	has	have	AUX
ajst-5664	236	8	rich	rich	ADJ
ajst-5664	236	9	expressiveness	expressiveness	NOUN
ajst-5664	236	10	,	,	PUNCT
ajst-5664	236	11	can	can	AUX
ajst-5664	236	12	efficiently	efficiently	ADV
ajst-5664	236	13	query	query	VERB
ajst-5664	236	14	and	and	CCONJ
ajst-5664	236	15	update	update	VERB
ajst-5664	236	16	graph	graph	NOUN
ajst-5664	236	17	data	datum	NOUN
ajst-5664	236	18	,	,	PUNCT
ajst-5664	236	19	and	and	CCONJ
ajst-5664	236	20	borrows	borrow	VERB
ajst-5664	236	21	from	from	ADP
ajst-5664	236	22	the	the	DET
ajst-5664	236	23	sql	sql	NOUN
ajst-5664	236	24	structure	structure	NOUN
ajst-5664	236	25	.	.	PUNCT
ajst-5664	237	1	it	it	PRON
ajst-5664	237	2	can	can	AUX
ajst-5664	237	3	be	be	AUX
ajst-5664	237	4	queried	query	VERB
ajst-5664	237	5	through	through	ADP
ajst-5664	237	6	a	a	DET
ajst-5664	237	7	variety	variety	NOUN
ajst-5664	237	8	of	of	ADP
ajst-5664	237	9	rich	rich	ADJ
ajst-5664	237	10	composition	composition	NOUN
ajst-5664	237	11	patterns	pattern	NOUN
ajst-5664	237	12	to	to	PART
ajst-5664	237	13	express	express	VERB
ajst-5664	237	14	expected	expect	VERB
ajst-5664	237	15	operations	operation	NOUN
ajst-5664	237	16	.	.	PUNCT
ajst-5664	238	1	using	use	VERB
ajst-5664	238	2	the	the	DET
ajst-5664	238	3	complex	complex	ADJ
ajst-5664	238	4	pattern	pattern	NOUN
ajst-5664	238	5	of	of	ADP
ajst-5664	238	6	multiple	multiple	ADJ
ajst-5664	238	7	relationships	relationship	NOUN
ajst-5664	238	8	in	in	ADP
ajst-5664	238	9	the	the	DET
ajst-5664	238	10	cypher	cypher	ADJ
ajst-5664	238	11	language	language	NOUN
ajst-5664	238	12	can	can	AUX
ajst-5664	238	13	express	express	VERB
ajst-5664	238	14	arbitrary	arbitrary	ADJ
ajst-5664	238	15	complex	complex	ADJ
ajst-5664	238	16	concepts	concept	NOUN
ajst-5664	238	17	,	,	PUNCT
ajst-5664	238	18	support	support	VERB
ajst-5664	238	19	the	the	DET
ajst-5664	238	20	characteristics	characteristic	NOUN
ajst-5664	238	21	of	of	ADP
ajst-5664	238	22	various	various	ADJ
ajst-5664	238	23	usage	usage	NOUN
ajst-5664	238	24	scenarios	scenario	NOUN
ajst-5664	238	25	,	,	PUNCT
ajst-5664	238	26	and	and	CCONJ
ajst-5664	238	27	more	more	ADV
ajst-5664	238	28	efficiently	efficiently	ADV
ajst-5664	238	29	add	add	VERB
ajst-5664	238	30	,	,	PUNCT
ajst-5664	238	31	delete	delete	ADJ
ajst-5664	238	32	,	,	PUNCT
ajst-5664	238	33	modify	modify	VERB
ajst-5664	238	34	and	and	CCONJ
ajst-5664	238	35	query	query	NOUN
ajst-5664	238	36	chemical	chemical	PROPN
ajst-5664	238	37	safety	safety	PROPN
ajst-5664	238	38	knowledge	knowledge	NOUN
ajst-5664	238	39	data	datum	NOUN
ajst-5664	238	40	,	,	PUNCT
ajst-5664	238	41	and	and	CCONJ
ajst-5664	238	42	realize	realize	VERB
ajst-5664	238	43	knowledge	knowledge	NOUN
ajst-5664	238	44	storage	storage	NOUN
ajst-5664	238	45	based	base	VERB
ajst-5664	238	46	on	on	ADP
ajst-5664	238	47	neo4j	neo4j	PROPN
ajst-5664	238	48	.	.	PROPN
ajst-5664	238	49	table	table	NOUN
ajst-5664	238	50	1	1	NUM
ajst-5664	238	51	.	.	PUNCT
ajst-5664	238	52	results	result	NOUN
ajst-5664	238	53	of	of	ADP
ajst-5664	238	54	three	three	NUM
ajst-5664	238	55	types	type	NOUN
ajst-5664	238	56	of	of	ADP
ajst-5664	238	57	extraction	extraction	NOUN
ajst-5664	238	58	*	*	PUNCT
ajst-5664	238	59	interpretation	interpretation	NOUN
ajst-5664	238	60	:	:	PUNCT
ajst-5664	238	61	both	both	PRON
ajst-5664	238	62	left	leave	VERB
ajst-5664	238	63	and	and	CCONJ
ajst-5664	238	64	right	right	ADJ
ajst-5664	238	65	sides	side	NOUN
ajst-5664	238	66	are	be	AUX
ajst-5664	238	67	“	"	PUNCT
ajst-5664	238	68	process	process	NOUN
ajst-5664	238	69	concept	concept	NOUN
ajst-5664	238	70	”	"	PUNCT
ajst-5664	238	71	,	,	PUNCT
ajst-5664	238	72	indicating	indicate	VERB
ajst-5664	238	73	the	the	DET
ajst-5664	238	74	same	same	ADJ
ajst-5664	238	75	meaning	meaning	NOUN
ajst-5664	238	76	,	,	PUNCT
ajst-5664	238	77	dark	dark	ADJ
ajst-5664	238	78	gray	gray	PROPN
ajst-5664	238	79	box	box	PROPN
ajst-5664	238	80	indicates	indicate	VERB
ajst-5664	238	81	“	"	PUNCT
ajst-5664	238	82	process	process	NOUN
ajst-5664	238	83	concept	concept	NOUN
ajst-5664	238	84	”	"	PUNCT
ajst-5664	238	85	,	,	PUNCT
ajst-5664	238	86	light	light	ADJ
ajst-5664	238	87	gray	gray	ADJ
ajst-5664	238	88	box	box	PROPN
ajst-5664	238	89	is	be	AUX
ajst-5664	238	90	the	the	DET
ajst-5664	238	91	number	number	NOUN
ajst-5664	238	92	of	of	ADP
ajst-5664	238	93	corresponding	corresponding	ADJ
ajst-5664	238	94	concept	concept	NOUN
ajst-5664	238	95	relative	relative	ADJ
ajst-5664	238	96	to	to	ADP
ajst-5664	238	97	different	different	ADJ
ajst-5664	238	98	entity	entity	NOUN
ajst-5664	238	99	types	type	NOUN
ajst-5664	238	100	.	.	PUNCT
ajst-5664	239	1	5	5	X
ajst-5664	239	2	.	.	X
ajst-5664	239	3	extraction	extraction	NOUN
ajst-5664	239	4	experiments	experiment	NOUN
ajst-5664	239	5	and	and	CCONJ
ajst-5664	239	6	results	result	NOUN
ajst-5664	239	7	in	in	ADP
ajst-5664	239	8	this	this	DET
ajst-5664	239	9	experiment	experiment	NOUN
ajst-5664	239	10	,	,	PUNCT
ajst-5664	239	11	a	a	DET
ajst-5664	239	12	total	total	NOUN
ajst-5664	239	13	of	of	ADP
ajst-5664	239	14	229	229	NUM
ajst-5664	239	15	cases	case	NOUN
ajst-5664	239	16	that	that	PRON
ajst-5664	239	17	conform	conform	VERB
ajst-5664	239	18	to	to	ADP
ajst-5664	239	19	the	the	DET
ajst-5664	239	20	basic	basic	ADJ
ajst-5664	239	21	format	format	NOUN
ajst-5664	239	22	specification	specification	NOUN
ajst-5664	239	23	were	be	AUX
ajst-5664	239	24	selected	select	VERB
ajst-5664	239	25	and	and	CCONJ
ajst-5664	239	26	input	input	NOUN
ajst-5664	239	27	into	into	ADP
ajst-5664	239	28	the	the	DET
ajst-5664	239	29	system	system	NOUN
ajst-5664	239	30	.	.	PUNCT
ajst-5664	240	1	the	the	DET
ajst-5664	240	2	experimental	experimental	ADJ
ajst-5664	240	3	results	result	NOUN
ajst-5664	240	4	are	be	AUX
ajst-5664	240	5	shown	show	VERB
ajst-5664	240	6	in	in	ADP
ajst-5664	240	7	the	the	DET
ajst-5664	240	8	table	table	NOUN
ajst-5664	240	9	1	1	NUM
ajst-5664	240	10	.	.	PUNCT
ajst-5664	241	1	1.the	1.the	DET
ajst-5664	241	2	results	result	NOUN
ajst-5664	241	3	of	of	ADP
ajst-5664	241	4	explicit	explicit	ADJ
ajst-5664	241	5	information	information	NOUN
ajst-5664	241	6	extraction	extraction	NOUN
ajst-5664	241	7	show	show	VERB
ajst-5664	241	8	that	that	SCONJ
ajst-5664	241	9	there	there	PRON
ajst-5664	241	10	are	be	VERB
ajst-5664	241	11	ideal	ideal	ADJ
ajst-5664	241	12	results	result	NOUN
ajst-5664	241	13	,	,	PUNCT
ajst-5664	241	14	and	and	CCONJ
ajst-5664	241	15	the	the	DET
ajst-5664	241	16	number	number	NOUN
ajst-5664	241	17	of	of	ADP
ajst-5664	241	18	four	four	NUM
ajst-5664	241	19	types	type	NOUN
ajst-5664	241	20	of	of	ADP
ajst-5664	241	21	explicit	explicit	ADJ
ajst-5664	241	22	information	information	NOUN
ajst-5664	241	23	is	be	AUX
ajst-5664	241	24	229	229	NUM
ajst-5664	241	25	.	.	PUNCT
ajst-5664	242	1	2.for	2.for	ADP
ajst-5664	242	2	the	the	DET
ajst-5664	242	3	extraction	extraction	NOUN
ajst-5664	242	4	of	of	ADP
ajst-5664	242	5	short	short	ADJ
ajst-5664	242	6	data	datum	NOUN
ajst-5664	242	7	types	type	NOUN
ajst-5664	242	8	of	of	ADP
ajst-5664	242	9	implicit	implicit	ADJ
ajst-5664	242	10	information	information	NOUN
ajst-5664	242	11	,	,	PUNCT
ajst-5664	242	12	the	the	DET
ajst-5664	242	13	training	training	NOUN
ajst-5664	242	14	set	set	NOUN
ajst-5664	242	15	and	and	CCONJ
ajst-5664	242	16	test	test	NOUN
ajst-5664	242	17	set	set	VERB
ajst-5664	242	18	are	be	AUX
ajst-5664	242	19	delineated	delineate	VERB
ajst-5664	242	20	according	accord	VERB
ajst-5664	242	21	to	to	ADP
ajst-5664	242	22	the	the	DET
ajst-5664	242	23	ratio	ratio	NOUN
ajst-5664	242	24	of	of	ADP
ajst-5664	242	25	8:2	8:2	NUM
ajst-5664	242	26	.	.	PUNCT
ajst-5664	243	1	a	a	DET
ajst-5664	243	2	total	total	NOUN
ajst-5664	243	3	of	of	ADP
ajst-5664	243	4	183	183	NUM
ajst-5664	243	5	device	device	NOUN
ajst-5664	243	6	information	information	NOUN
ajst-5664	243	7	and	and	CCONJ
ajst-5664	243	8	183	183	NUM
ajst-5664	243	9	fault	fault	NOUN
ajst-5664	243	10	symptom	symptom	NOUN
ajst-5664	243	11	information	information	NOUN
ajst-5664	243	12	are	be	AUX
ajst-5664	243	13	selected	select	VERB
ajst-5664	243	14	as	as	SCONJ
ajst-5664	243	15	the	the	DET
ajst-5664	243	16	process	process	NOUN
ajst-5664	243	17	concept	concept	NOUN
ajst-5664	243	18	device	device	NOUN
ajst-5664	243	19	info	info	NOUN
ajst-5664	243	20	.	.	PUNCT
ajst-5664	244	1	entity	entity	NOUN
ajst-5664	244	2	cnc	cnc	PROPN
ajst-5664	244	3	type	type	NOUN
ajst-5664	244	4	entity	entity	NOUN
ajst-5664	244	5	machine	machine	NOUN
ajst-5664	244	6	tool	tool	NOUN
ajst-5664	244	7	type	type	NOUN
ajst-5664	244	8	entity	entity	NOUN
ajst-5664	244	9	fault	fault	NOUN
ajst-5664	244	10	position	position	NOUN
ajst-5664	244	11	entity	entity	NOUN
ajst-5664	244	12	fault	fault	NOUN
ajst-5664	244	13	symptom	symptom	NOUN
ajst-5664	244	14	entity	entity	NOUN
ajst-5664	244	15	fault	fault	NOUN
ajst-5664	244	16	analysis	analysis	NOUN
ajst-5664	244	17	entity	entity	NOUN
ajst-5664	244	18	fault	fault	NOUN
ajst-5664	244	19	measure	measure	NOUN
ajst-5664	244	20	entity	entity	NOUN
ajst-5664	244	21	fault	fault	NOUN
ajst-5664	244	22	cause	cause	VERB
ajst-5664	244	23	entity	entity	NOUN
ajst-5664	244	24	fault	fault	NOUN
ajst-5664	244	25	locating	locate	VERB
ajst-5664	244	26	entity	entity	NOUN
ajst-5664	244	27	process	process	NOUN
ajst-5664	244	28	concept	concept	NOUN
ajst-5664	244	29	229	229	NUM
ajst-5664	244	30	229	229	NUM
ajst-5664	244	31	229	229	NUM
ajst-5664	244	32	229	229	NUM
ajst-5664	244	33	results	result	NOUN
ajst-5664	244	34	of	of	ADP
ajst-5664	244	35	explicit	explicit	ADJ
ajst-5664	244	36	information	information	NOUN
ajst-5664	244	37	extraction	extraction	NOUN
ajst-5664	244	38	training	training	NOUN
ajst-5664	244	39	set	set	VERB
ajst-5664	244	40	183	183	NUM
ajst-5664	244	41	183	183	NUM
ajst-5664	244	42	test	test	NOUN
ajst-5664	244	43	set	set	VERB
ajst-5664	244	44	46	46	NUM
ajst-5664	244	45	46	46	NUM
ajst-5664	244	46	28	28	NUM
ajst-5664	244	47	19	19	NUM
ajst-5664	244	48	87	87	NUM
ajst-5664	244	49	bilstm	bilstm	NOUN
ajst-5664	244	50	ontology	ontology	NOUN
ajst-5664	244	51	extraction	extraction	NOUN
ajst-5664	244	52	training	training	NOUN
ajst-5664	244	53	set	set	VERB
ajst-5664	244	54	manual	manual	ADJ
ajst-5664	244	55	annotation	annotation	NOUN
ajst-5664	244	56	precision	precision	NOUN
ajst-5664	244	57	96.55	96.55	NUM
ajst-5664	244	58	%	%	NOUN
ajst-5664	244	59	95	95	NUM
ajst-5664	244	60	%	%	NOUN
ajst-5664	244	61	91.01	91.01	NUM
ajst-5664	244	62	%	%	NOUN
ajst-5664	244	63	recall	recall	NOUN
ajst-5664	244	64	93.33	93.33	NUM
ajst-5664	244	65	%	%	NOUN
ajst-5664	244	66	90.48	90.48	NUM
ajst-5664	244	67	%	%	NOUN
ajst-5664	244	68	88.04	88.04	NUM
ajst-5664	244	69	%	%	NOUN
ajst-5664	244	70	13	13	NUM
ajst-5664	244	71	10	10	NUM
ajst-5664	244	72	21	21	NUM
ajst-5664	244	73	results	result	NOUN
ajst-5664	244	74	of	of	ADP
ajst-5664	244	75	bilstm	bilstm	NOUN
ajst-5664	244	76	ontology	ontology	NOUN
ajst-5664	244	77	extraction	extraction	NOUN
ajst-5664	244	78	test	test	NOUN
ajst-5664	244	79	set	set	VERB
ajst-5664	244	80	extraction	extraction	NOUN
ajst-5664	244	81	results	result	NOUN
ajst-5664	244	82	of	of	ADP
ajst-5664	244	83	rule	rule	NOUN
ajst-5664	244	84	-	-	PUNCT
ajst-5664	244	85	based	base	VERB
ajst-5664	244	86	entity	entity	NOUN
ajst-5664	244	87	extraction	extraction	NOUN
ajst-5664	244	88	398	398	NUM
ajst-5664	244	89	732	732	NUM
ajst-5664	244	90	281	281	NUM
ajst-5664	244	91	training	training	NOUN
ajst-5664	244	92	set	set	NOUN
ajst-5664	244	93	,	,	PUNCT
ajst-5664	244	94	and	and	CCONJ
ajst-5664	244	95	46	46	NUM
ajst-5664	244	96	device	device	NOUN
ajst-5664	244	97	information	information	NOUN
ajst-5664	244	98	and	and	CCONJ
ajst-5664	244	99	46	46	NUM
ajst-5664	244	100	fault	fault	NOUN
ajst-5664	244	101	symptom	symptom	NOUN
ajst-5664	244	102	information	information	NOUN
ajst-5664	244	103	are	be	AUX
ajst-5664	244	104	selected	select	VERB
ajst-5664	244	105	as	as	ADP
ajst-5664	244	106	the	the	DET
ajst-5664	244	107	test	test	NOUN
ajst-5664	244	108	set	set	VERB
ajst-5664	244	109	.	.	PUNCT
ajst-5664	245	1	through	through	ADP
ajst-5664	245	2	multiple	multiple	ADJ
ajst-5664	245	3	rounds	round	NOUN
ajst-5664	245	4	of	of	ADP
ajst-5664	245	5	testing	testing	NOUN
ajst-5664	245	6	,	,	PUNCT
ajst-5664	245	7	the	the	DET
ajst-5664	245	8	input	input	NOUN
ajst-5664	245	9	parameters	parameter	NOUN
ajst-5664	245	10	of	of	ADP
ajst-5664	245	11	the	the	DET
ajst-5664	245	12	bilstm	bilstm	NOUN
ajst-5664	245	13	entity	entity	NOUN
ajst-5664	245	14	extraction	extraction	NOUN
ajst-5664	245	15	model	model	NOUN
ajst-5664	245	16	were	be	AUX
ajst-5664	245	17	determined	determine	VERB
ajst-5664	245	18	.	.	PUNCT
ajst-5664	246	1	the	the	DET
ajst-5664	246	2	batch	batch	NOUN
ajst-5664	246	3	size	size	NOUN
ajst-5664	246	4	is	be	AUX
ajst-5664	246	5	64	64	NUM
ajst-5664	246	6	,	,	PUNCT
ajst-5664	246	7	the	the	DET
ajst-5664	246	8	epoch	epoch	NOUN
ajst-5664	246	9	is	be	AUX
ajst-5664	246	10	30	30	NUM
ajst-5664	246	11	,	,	PUNCT
ajst-5664	246	12	and	and	CCONJ
ajst-5664	246	13	the	the	DET
ajst-5664	246	14	learning	learning	NOUN
ajst-5664	246	15	rate	rate	NOUN
ajst-5664	246	16	is	be	AUX
ajst-5664	246	17	0.001	0.001	NUM
ajst-5664	246	18	.	.	PUNCT
ajst-5664	247	1	the	the	DET
ajst-5664	247	2	training	training	NOUN
ajst-5664	247	3	set	set	NOUN
ajst-5664	247	4	has	have	VERB
ajst-5664	247	5	a	a	DET
ajst-5664	247	6	total	total	NOUN
ajst-5664	247	7	of	of	ADP
ajst-5664	247	8	manually	manually	ADV
ajst-5664	247	9	labeled	label	VERB
ajst-5664	247	10	data	datum	NOUN
ajst-5664	247	11	as	as	SCONJ
ajst-5664	247	12	follows	follow	VERB
ajst-5664	247	13	:	:	PUNCT
ajst-5664	247	14	the	the	DET
ajst-5664	247	15	number	number	NOUN
ajst-5664	247	16	of	of	ADP
ajst-5664	247	17	cnc	cnc	ADJ
ajst-5664	247	18	system	system	NOUN
ajst-5664	247	19	type	type	NOUN
ajst-5664	247	20	entities	entity	NOUN
ajst-5664	247	21	is	be	AUX
ajst-5664	247	22	28	28	NUM
ajst-5664	247	23	,	,	PUNCT
ajst-5664	247	24	the	the	DET
ajst-5664	247	25	number	number	NOUN
ajst-5664	247	26	of	of	ADP
ajst-5664	247	27	machine	machine	NOUN
ajst-5664	247	28	tool	tool	NOUN
ajst-5664	247	29	type	type	NOUN
ajst-5664	247	30	entities	entity	NOUN
ajst-5664	247	31	is	be	AUX
ajst-5664	247	32	19	19	NUM
ajst-5664	247	33	,	,	PUNCT
ajst-5664	247	34	and	and	CCONJ
ajst-5664	247	35	the	the	DET
ajst-5664	247	36	number	number	NOUN
ajst-5664	247	37	of	of	ADP
ajst-5664	247	38	fault	fault	NOUN
ajst-5664	247	39	position	position	NOUN
ajst-5664	247	40	entities	entity	NOUN
ajst-5664	247	41	is	be	AUX
ajst-5664	247	42	87	87	NUM
ajst-5664	247	43	.	.	PUNCT
ajst-5664	248	1	the	the	DET
ajst-5664	248	2	accuracy	accuracy	NOUN
ajst-5664	248	3	rates	rate	NOUN
ajst-5664	248	4	of	of	ADP
ajst-5664	248	5	the	the	DET
ajst-5664	248	6	algorithms	algorithm	NOUN
ajst-5664	248	7	are	be	AUX
ajst-5664	248	8	96.55	96.55	NUM
ajst-5664	248	9	%	%	NOUN
ajst-5664	248	10	,	,	PUNCT
ajst-5664	248	11	95	95	NUM
ajst-5664	248	12	%	%	NOUN
ajst-5664	248	13	and	and	CCONJ
ajst-5664	248	14	91.01	91.01	NUM
ajst-5664	248	15	%	%	NOUN
ajst-5664	248	16	respectively	respectively	ADV
ajst-5664	248	17	,	,	PUNCT
ajst-5664	248	18	and	and	CCONJ
ajst-5664	248	19	the	the	DET
ajst-5664	248	20	recall	recall	NOUN
ajst-5664	248	21	rates	rate	NOUN
ajst-5664	248	22	are	be	AUX
ajst-5664	248	23	93.33	93.33	NUM
ajst-5664	248	24	%	%	NOUN
ajst-5664	248	25	,	,	PUNCT
ajst-5664	248	26	90.48	90.48	NUM
ajst-5664	248	27	%	%	NOUN
ajst-5664	248	28	and	and	CCONJ
ajst-5664	248	29	88.04	88.04	NUM
ajst-5664	248	30	%	%	NOUN
ajst-5664	248	31	respectively	respectively	ADV
ajst-5664	248	32	.	.	PUNCT
ajst-5664	249	1	it	it	PRON
ajst-5664	249	2	can	can	AUX
ajst-5664	249	3	be	be	AUX
ajst-5664	249	4	seen	see	VERB
ajst-5664	249	5	that	that	SCONJ
ajst-5664	249	6	the	the	DET
ajst-5664	249	7	bilstmcrf	bilstmcrf	NOUN
ajst-5664	249	8	algorithm	algorithm	PROPN
ajst-5664	249	9	has	have	VERB
ajst-5664	249	10	a	a	DET
ajst-5664	249	11	very	very	ADV
ajst-5664	249	12	significant	significant	ADJ
ajst-5664	249	13	effect	effect	NOUN
ajst-5664	249	14	on	on	ADP
ajst-5664	249	15	the	the	DET
ajst-5664	249	16	extraction	extraction	NOUN
ajst-5664	249	17	of	of	ADP
ajst-5664	249	18	the	the	DET
ajst-5664	249	19	three	three	NUM
ajst-5664	249	20	types	type	NOUN
ajst-5664	249	21	of	of	ADP
ajst-5664	249	22	information	information	NOUN
ajst-5664	249	23	.	.	PUNCT
ajst-5664	250	1	using	use	VERB
ajst-5664	250	2	the	the	DET
ajst-5664	250	3	system	system	NOUN
ajst-5664	250	4	to	to	PART
ajst-5664	250	5	extract	extract	VERB
ajst-5664	250	6	test	test	NOUN
ajst-5664	250	7	set	set	VERB
ajst-5664	250	8	data	datum	NOUN
ajst-5664	250	9	,	,	PUNCT
ajst-5664	250	10	a	a	DET
ajst-5664	250	11	total	total	NOUN
ajst-5664	250	12	of	of	ADP
ajst-5664	250	13	13	13	NUM
ajst-5664	250	14	cnc	cnc	ADJ
ajst-5664	250	15	system	system	NOUN
ajst-5664	250	16	type	type	NOUN
ajst-5664	250	17	entities	entity	NOUN
ajst-5664	250	18	,	,	PUNCT
ajst-5664	250	19	10	10	NUM
ajst-5664	250	20	machine	machine	NOUN
ajst-5664	250	21	tool	tool	NOUN
ajst-5664	250	22	type	type	NOUN
ajst-5664	250	23	entities	entity	NOUN
ajst-5664	250	24	,	,	PUNCT
ajst-5664	250	25	and	and	CCONJ
ajst-5664	250	26	21	21	NUM
ajst-5664	250	27	fault	fault	NOUN
ajst-5664	250	28	location	location	NOUN
ajst-5664	250	29	entities	entity	NOUN
ajst-5664	250	30	were	be	AUX
ajst-5664	250	31	extracted	extract	VERB
ajst-5664	250	32	.	.	PUNCT
ajst-5664	251	1	3.for	3.for	ADP
ajst-5664	251	2	the	the	DET
ajst-5664	251	3	information	information	NOUN
ajst-5664	251	4	extraction	extraction	NOUN
ajst-5664	251	5	of	of	ADP
ajst-5664	251	6	other	other	ADJ
ajst-5664	251	7	data	datum	NOUN
ajst-5664	251	8	structure	structure	NOUN
ajst-5664	251	9	types	type	NOUN
ajst-5664	251	10	in	in	ADP
ajst-5664	251	11	invisible	invisible	ADJ
ajst-5664	251	12	information	information	NOUN
ajst-5664	251	13	,	,	PUNCT
ajst-5664	251	14	a	a	DET
ajst-5664	251	15	total	total	NOUN
ajst-5664	251	16	of	of	ADP
ajst-5664	251	17	398	398	NUM
ajst-5664	251	18	fault	fault	NOUN
ajst-5664	251	19	cause	cause	NOUN
ajst-5664	251	20	ontology	ontology	NOUN
ajst-5664	251	21	types	type	NOUN
ajst-5664	251	22	and	and	CCONJ
ajst-5664	251	23	732	732	NUM
ajst-5664	251	24	fault	fault	NOUN
ajst-5664	251	25	locating	locate	VERB
ajst-5664	251	26	ontology	ontology	NOUN
ajst-5664	251	27	types	type	NOUN
ajst-5664	251	28	were	be	AUX
ajst-5664	251	29	extracted	extract	VERB
ajst-5664	251	30	.	.	PUNCT
ajst-5664	252	1	this	this	DET
ajst-5664	252	2	article	article	NOUN
ajst-5664	252	3	utilizes	utilize	VERB
ajst-5664	252	4	the	the	DET
ajst-5664	252	5	characteristics	characteristic	NOUN
ajst-5664	252	6	of	of	ADP
ajst-5664	252	7	a	a	DET
ajst-5664	252	8	knowledge	knowledge	NOUN
ajst-5664	252	9	graph	graph	NOUN
ajst-5664	252	10	,	,	PUNCT
ajst-5664	252	11	where	where	SCONJ
ajst-5664	252	12	each	each	DET
ajst-5664	252	13	entity	entity	NOUN
ajst-5664	252	14	serves	serve	VERB
ajst-5664	252	15	as	as	ADP
ajst-5664	252	16	a	a	DET
ajst-5664	252	17	node	node	NOUN
ajst-5664	252	18	and	and	CCONJ
ajst-5664	252	19	each	each	DET
ajst-5664	252	20	relationship	relationship	NOUN
ajst-5664	252	21	serves	serve	VERB
ajst-5664	252	22	as	as	ADP
ajst-5664	252	23	an	an	DET
ajst-5664	252	24	edge	edge	NOUN
ajst-5664	252	25	connecting	connect	VERB
ajst-5664	252	26	its	its	PRON
ajst-5664	252	27	head	head	NOUN
ajst-5664	252	28	and	and	CCONJ
ajst-5664	252	29	tail	tail	NOUN
ajst-5664	252	30	entities	entity	NOUN
ajst-5664	252	31	.	.	PUNCT
ajst-5664	253	1	the	the	DET
ajst-5664	253	2	neo4j	neo4j	PROPN
ajst-5664	253	3	storage	storage	NOUN
ajst-5664	253	4	processing	processing	NOUN
ajst-5664	253	5	system	system	NOUN
ajst-5664	253	6	is	be	AUX
ajst-5664	253	7	employed	employ	VERB
ajst-5664	253	8	to	to	PART
ajst-5664	253	9	recognize	recognize	VERB
ajst-5664	253	10	entities	entity	NOUN
ajst-5664	253	11	and	and	CCONJ
ajst-5664	253	12	their	their	PRON
ajst-5664	253	13	relationships	relationship	NOUN
ajst-5664	253	14	.	.	PUNCT
ajst-5664	254	1	given	give	VERB
ajst-5664	254	2	the	the	DET
ajst-5664	254	3	vast	vast	ADJ
ajst-5664	254	4	amount	amount	NOUN
ajst-5664	254	5	of	of	ADP
ajst-5664	254	6	information	information	NOUN
ajst-5664	254	7	in	in	ADP
ajst-5664	254	8	the	the	DET
ajst-5664	254	9	knowledge	knowledge	NOUN
ajst-5664	254	10	graph	graph	NOUN
ajst-5664	254	11	,	,	PUNCT
ajst-5664	254	12	the	the	DET
ajst-5664	254	13	article	article	NOUN
ajst-5664	254	14	presents	present	VERB
ajst-5664	254	15	a	a	DET
ajst-5664	254	16	selection	selection	NOUN
ajst-5664	254	17	of	of	ADP
ajst-5664	254	18	content	content	NOUN
ajst-5664	254	19	for	for	ADP
ajst-5664	254	20	visual	visual	ADJ
ajst-5664	254	21	display	display	NOUN
ajst-5664	254	22	to	to	PART
ajst-5664	254	23	achieve	achieve	VERB
ajst-5664	254	24	greater	great	ADJ
ajst-5664	254	25	clarity	clarity	NOUN
ajst-5664	254	26	,	,	PUNCT
ajst-5664	254	27	as	as	SCONJ
ajst-5664	254	28	demonstrated	demonstrate	VERB
ajst-5664	254	29	in	in	ADP
ajst-5664	254	30	figure	figure	NOUN
ajst-5664	254	31	8	8	NUM
ajst-5664	254	32	.	.	PUNCT
ajst-5664	255	1	figure	figure	NOUN
ajst-5664	255	2	8	8	NUM
ajst-5664	255	3	.	.	PUNCT
ajst-5664	256	1	visualization	visualization	NOUN
ajst-5664	256	2	of	of	ADP
ajst-5664	256	3	part	part	NOUN
ajst-5664	256	4	of	of	ADP
ajst-5664	256	5	the	the	DET
ajst-5664	256	6	data	datum	NOUN
ajst-5664	256	7	stored	store	VERB
ajst-5664	256	8	by	by	ADP
ajst-5664	256	9	neo4j	neo4j	PROPN
ajst-5664	256	10	6	6	NUM
ajst-5664	256	11	.	.	PUNCT
ajst-5664	256	12	conclusion	conclusion	NOUN
ajst-5664	256	13	to	to	PART
ajst-5664	256	14	address	address	VERB
ajst-5664	256	15	the	the	DET
ajst-5664	256	16	inefficient	inefficient	ADJ
ajst-5664	256	17	utilization	utilization	NOUN
ajst-5664	256	18	of	of	ADP
ajst-5664	256	19	non	non	ADJ
ajst-5664	256	20	-	-	ADJ
ajst-5664	256	21	structural	structural	ADJ
ajst-5664	256	22	knowledge	knowledge	NOUN
ajst-5664	256	23	resources	resource	NOUN
ajst-5664	256	24	in	in	ADP
ajst-5664	256	25	existing	exist	VERB
ajst-5664	256	26	fault	fault	NOUN
ajst-5664	256	27	diagnosis	diagnosis	NOUN
ajst-5664	256	28	methods	method	NOUN
ajst-5664	256	29	,	,	PUNCT
ajst-5664	256	30	a	a	DET
ajst-5664	256	31	new	new	ADJ
ajst-5664	256	32	approach	approach	NOUN
ajst-5664	256	33	is	be	AUX
ajst-5664	256	34	proposed	propose	VERB
ajst-5664	256	35	for	for	ADP
ajst-5664	256	36	cnc	cnc	PROPN
ajst-5664	256	37	machine	machine	NOUN
ajst-5664	256	38	tool	tool	NOUN
ajst-5664	256	39	fault	fault	VERB
ajst-5664	256	40	diagnosis	diagnosis	NOUN
ajst-5664	256	41	using	use	VERB
ajst-5664	256	42	knowledge	knowledge	NOUN
ajst-5664	256	43	map	map	NOUN
ajst-5664	256	44	technology	technology	NOUN
ajst-5664	256	45	inspired	inspire	VERB
ajst-5664	256	46	by	by	ADP
ajst-5664	256	47	other	other	ADJ
ajst-5664	256	48	fields	field	NOUN
ajst-5664	256	49	.	.	PUNCT
ajst-5664	257	1	by	by	ADP
ajst-5664	257	2	using	use	VERB
ajst-5664	257	3	rich	rich	ADJ
ajst-5664	257	4	case	case	NOUN
ajst-5664	257	5	resources	resource	NOUN
ajst-5664	257	6	of	of	ADP
ajst-5664	257	7	cnc	cnc	ADJ
ajst-5664	257	8	machine	machine	NOUN
ajst-5664	257	9	tool	tool	NOUN
ajst-5664	257	10	diagnosis	diagnosis	NOUN
ajst-5664	257	11	and	and	CCONJ
ajst-5664	257	12	a	a	DET
ajst-5664	257	13	full	full	ADJ
ajst-5664	257	14	analysis	analysis	NOUN
ajst-5664	257	15	of	of	ADP
ajst-5664	257	16	the	the	DET
ajst-5664	257	17	characteristics	characteristic	NOUN
ajst-5664	257	18	of	of	ADP
ajst-5664	257	19	cnc	cnc	ADJ
ajst-5664	257	20	machine	machine	NOUN
ajst-5664	257	21	tool	tool	NOUN
ajst-5664	257	22	failure	failure	NOUN
ajst-5664	257	23	diagnosis	diagnosis	NOUN
ajst-5664	257	24	cases	case	NOUN
ajst-5664	257	25	,	,	PUNCT
ajst-5664	257	26	the	the	DET
ajst-5664	257	27	body	body	NOUN
ajst-5664	257	28	structure	structure	NOUN
ajst-5664	257	29	in	in	ADP
ajst-5664	257	30	the	the	DET
ajst-5664	257	31	field	field	NOUN
ajst-5664	257	32	of	of	ADP
ajst-5664	257	33	cnc	cnc	ADJ
ajst-5664	257	34	machine	machine	NOUN
ajst-5664	257	35	tool	tool	NOUN
ajst-5664	257	36	fault	fault	NOUN
ajst-5664	257	37	diagnosis	diagnosis	NOUN
ajst-5664	257	38	is	be	AUX
ajst-5664	257	39	greatly	greatly	ADV
ajst-5664	257	40	optimized	optimize	VERB
ajst-5664	257	41	.	.	PUNCT
ajst-5664	258	1	combined	combine	VERB
ajst-5664	258	2	with	with	ADP
ajst-5664	258	3	advanced	advanced	ADJ
ajst-5664	258	4	knowledge	knowledge	NOUN
ajst-5664	258	5	extraction	extraction	NOUN
ajst-5664	258	6	algorithms	algorithm	NOUN
ajst-5664	258	7	and	and	CCONJ
ajst-5664	258	8	refined	refine	VERB
ajst-5664	258	9	the	the	DET
ajst-5664	258	10	process	process	NOUN
ajst-5664	258	11	of	of	ADP
ajst-5664	258	12	information	information	NOUN
ajst-5664	258	13	extraction	extraction	NOUN
ajst-5664	258	14	,	,	PUNCT
ajst-5664	258	15	a	a	DET
ajst-5664	258	16	set	set	NOUN
ajst-5664	258	17	of	of	ADP
ajst-5664	258	18	rules	rule	NOUN
ajst-5664	258	19	-	-	PUNCT
ajst-5664	258	20	based	base	VERB
ajst-5664	258	21	information	information	NOUN
ajst-5664	258	22	extraction	extraction	NOUN
ajst-5664	258	23	algorithms	algorithm	NOUN
ajst-5664	258	24	integrated	integrate	VERB
ajst-5664	258	25	with	with	ADP
ajst-5664	258	26	the	the	DET
ajst-5664	258	27	bilstm	bilstm	NOUN
ajst-5664	258	28	-	-	PUNCT
ajst-5664	258	29	crf	crf	NOUN
ajst-5664	258	30	extraction	extraction	NOUN
ajst-5664	258	31	algorithm	algorithm	NOUN
ajst-5664	258	32	were	be	AUX
ajst-5664	258	33	designed	design	VERB
ajst-5664	258	34	.	.	PUNCT
ajst-5664	259	1	after	after	ADP
ajst-5664	259	2	experimental	experimental	ADJ
ajst-5664	259	3	verification	verification	NOUN
ajst-5664	259	4	,	,	PUNCT
ajst-5664	259	5	the	the	DET
ajst-5664	259	6	information	information	NOUN
ajst-5664	259	7	extraction	extraction	NOUN
ajst-5664	259	8	effect	effect	NOUN
ajst-5664	259	9	is	be	AUX
ajst-5664	259	10	more	more	ADJ
ajst-5664	259	11	than	than	ADP
ajst-5664	259	12	the	the	DET
ajst-5664	259	13	effect	effect	NOUN
ajst-5664	259	14	of	of	ADP
ajst-5664	259	15	the	the	DET
ajst-5664	259	16	information	information	NOUN
ajst-5664	259	17	extraction	extraction	NOUN
ajst-5664	259	18	of	of	ADP
ajst-5664	259	19	a	a	DET
ajst-5664	259	20	single	single	ADJ
ajst-5664	259	21	bilstm	bilstm	NOUN
ajst-5664	259	22	algorithm	algorithm	NOUN
ajst-5664	259	23	extraction	extraction	NOUN
ajst-5664	259	24	.	.	PUNCT
ajst-5664	260	1	finally	finally	ADV
ajst-5664	260	2	,	,	PUNCT
ajst-5664	260	3	the	the	DET
ajst-5664	260	4	storage	storage	NOUN
ajst-5664	260	5	of	of	ADP
ajst-5664	260	6	structural	structural	ADJ
ajst-5664	260	7	knowledge	knowledge	NOUN
ajst-5664	260	8	through	through	ADP
ajst-5664	260	9	neo4j	neo4j	PROPN
ajst-5664	260	10	visualized	visualize	VERB
ajst-5664	260	11	the	the	DET
ajst-5664	260	12	diagnosis	diagnosis	NOUN
ajst-5664	260	13	of	of	ADP
ajst-5664	260	14	the	the	DET
ajst-5664	260	15	cnc	cnc	PROPN
ajst-5664	260	16	machine	machine	NOUN
ajst-5664	260	17	tool	tool	NOUN
ajst-5664	260	18	diagnosis	diagnosis	NOUN
ajst-5664	260	19	.	.	PUNCT
ajst-5664	261	1	because	because	SCONJ
ajst-5664	261	2	the	the	DET
ajst-5664	261	3	database	database	NOUN
ajst-5664	261	4	of	of	ADP
ajst-5664	261	5	this	this	DET
ajst-5664	261	6	graph	graph	NOUN
ajst-5664	261	7	has	have	VERB
ajst-5664	261	8	good	good	ADJ
ajst-5664	261	9	structural	structural	ADJ
ajst-5664	261	10	and	and	CCONJ
ajst-5664	261	11	good	good	ADJ
ajst-5664	261	12	ductility	ductility	NOUN
ajst-5664	261	13	,	,	PUNCT
ajst-5664	261	14	in	in	ADP
ajst-5664	261	15	the	the	DET
ajst-5664	261	16	future	future	NOUN
ajst-5664	261	17	,	,	PUNCT
ajst-5664	261	18	it	it	PRON
ajst-5664	261	19	will	will	AUX
ajst-5664	261	20	be	be	AUX
ajst-5664	261	21	increased	increase	VERB
ajst-5664	261	22	in	in	ADP
ajst-5664	261	23	terms	term	NOUN
ajst-5664	261	24	of	of	ADP
ajst-5664	261	25	the	the	DET
ajst-5664	261	26	diagnosis	diagnosis	NOUN
ajst-5664	261	27	of	of	ADP
ajst-5664	261	28	cnc	cnc	ADJ
ajst-5664	261	29	machine	machine	NOUN
ajst-5664	261	30	tool	tool	NOUN
ajst-5664	261	31	faults	fault	NOUN
ajst-5664	261	32	and	and	CCONJ
ajst-5664	261	33	the	the	DET
ajst-5664	261	34	knowledge	knowledge	NOUN
ajst-5664	261	35	retrieval	retrieval	NOUN
ajst-5664	261	36	of	of	ADP
ajst-5664	261	37	cnc	cnc	ADJ
ajst-5664	261	38	machine	machine	NOUN
ajst-5664	261	39	tools	tool	NOUN
ajst-5664	261	40	.	.	PUNCT
ajst-5664	262	1	in	in	ADP
ajst-5664	262	2	addition	addition	NOUN
ajst-5664	262	3	,	,	PUNCT
ajst-5664	262	4	because	because	SCONJ
ajst-5664	262	5	there	there	PRON
ajst-5664	262	6	are	be	VERB
ajst-5664	262	7	not	not	PART
ajst-5664	262	8	too	too	ADV
ajst-5664	262	9	many	many	ADJ
ajst-5664	262	10	considerations	consideration	NOUN
ajst-5664	262	11	of	of	ADP
ajst-5664	262	12	the	the	DET
ajst-5664	262	13	relation	relation	NOUN
ajst-5664	262	14	extraction	extraction	NOUN
ajst-5664	262	15	between	between	ADP
ajst-5664	262	16	the	the	DET
ajst-5664	262	17	ontologies	ontology	NOUN
ajst-5664	262	18	,	,	PUNCT
ajst-5664	262	19	taking	take	VERB
ajst-5664	262	20	root	root	NOUN
ajst-5664	262	21	in	in	ADP
ajst-5664	262	22	the	the	DET
ajst-5664	262	23	existing	exist	VERB
ajst-5664	262	24	body	body	NOUN
ajst-5664	262	25	structure	structure	NOUN
ajst-5664	262	26	,	,	PUNCT
ajst-5664	262	27	and	and	CCONJ
ajst-5664	262	28	optimizing	optimize	VERB
ajst-5664	262	29	the	the	DET
ajst-5664	262	30	reasonable	reasonable	ADJ
ajst-5664	262	31	,	,	PUNCT
ajst-5664	262	32	efficient	efficient	ADJ
ajst-5664	262	33	and	and	CCONJ
ajst-5664	262	34	accurate	accurate	ADJ
ajst-5664	262	35	relationship	relationship	NOUN
ajst-5664	262	36	extraction	extraction	NOUN
ajst-5664	262	37	algorithm	algorithm	NOUN
ajst-5664	262	38	will	will	AUX
ajst-5664	262	39	be	be	AUX
ajst-5664	262	40	further	further	ADJ
ajst-5664	262	41	research	research	NOUN
ajst-5664	262	42	.	.	PUNCT
ajst-5664	263	1	contribution	contribution	NOUN
ajst-5664	263	2	:	:	PUNCT
ajst-5664	263	3	wang	wang	PROPN
ajst-5664	263	4	jiahai	jiahai	PROPN
ajst-5664	263	5	:	:	PUNCT
ajst-5664	263	6	put	put	VERB
ajst-5664	263	7	forward	forward	ADV
ajst-5664	263	8	the	the	DET
ajst-5664	263	9	research	research	NOUN
ajst-5664	263	10	direction	direction	NOUN
ajst-5664	263	11	and	and	CCONJ
ajst-5664	263	12	constructive	constructive	ADJ
ajst-5664	263	13	suggestions	suggestion	NOUN
ajst-5664	263	14	.	.	PUNCT
ajst-5664	264	1	yin	yin	PROPN
ajst-5664	264	2	wenming	wenming	NOUN
ajst-5664	264	3	:	:	PUNCT
ajst-5664	264	4	completed	complete	VERB
ajst-5664	264	5	the	the	DET
ajst-5664	264	6	experiment	experiment	NOUN
ajst-5664	264	7	and	and	CCONJ
ajst-5664	264	8	wrote	write	VERB
ajst-5664	264	9	the	the	DET
ajst-5664	264	10	article	article	NOUN
ajst-5664	264	11	.	.	PUNCT
ajst-5664	265	1	gao	gao	PROPN
ajst-5664	265	2	jianxiang	jianxiang	PROPN
ajst-5664	265	3	:	:	PUNCT
ajst-5664	265	4	assisted	assist	VERB
ajst-5664	265	5	in	in	ADP
ajst-5664	265	6	the	the	DET
ajst-5664	265	7	experiment	experiment	NOUN
ajst-5664	265	8	.	.	PUNCT
ajst-5664	266	1	references	reference	NOUN
ajst-5664	266	2	[	[	X
ajst-5664	266	3	1	1	NUM
ajst-5664	266	4	]	]	X
ajst-5664	266	5	y.	y.	PROPN
ajst-5664	266	6	zhang	zhang	PROPN
ajst-5664	266	7	,	,	PUNCT
ajst-5664	266	8	research	research	NOUN
ajst-5664	266	9	and	and	CCONJ
ajst-5664	266	10	implementation	implementation	NOUN
ajst-5664	266	11	of	of	ADP
ajst-5664	266	12	knowledge	knowledge	NOUN
ajst-5664	266	13	acquisition	acquisition	NOUN
ajst-5664	266	14	method	method	NOUN
ajst-5664	266	15	for	for	ADP
ajst-5664	266	16	fault	fault	NOUN
ajst-5664	266	17	diagnosis	diagnosis	NOUN
ajst-5664	266	18	expert	expert	NOUN
ajst-5664	266	19	system	system	NOUN
ajst-5664	266	20	,	,	PUNCT
ajst-5664	266	21	jilin	jilin	PROPN
ajst-5664	266	22	university	university	PROPN
ajst-5664	266	23	,	,	PUNCT
ajst-5664	266	24	2015	2015	NUM
ajst-5664	266	25	.	.	PUNCT
ajst-5664	267	1	[	[	X
ajst-5664	267	2	2	2	X
ajst-5664	267	3	]	]	PUNCT
ajst-5664	267	4	k.	k.	PROPN
ajst-5664	267	5	b.	b.	PROPN
ajst-5664	267	6	yeshun	yeshun	PROPN
ajst-5664	267	7	li	li	PROPN
ajst-5664	267	8	,	,	PUNCT
ajst-5664	267	9	shilei	shilei	PROPN
ajst-5664	267	10	zhao	zhao	PROPN
ajst-5664	267	11	,	,	PUNCT
ajst-5664	267	12	research	research	NOUN
ajst-5664	267	13	on	on	ADP
ajst-5664	267	14	diagnostic	diagnostic	ADJ
ajst-5664	267	15	expert	expert	NOUN
ajst-5664	267	16	system	system	NOUN
ajst-5664	267	17	based	base	VERB
ajst-5664	267	18	on	on	ADP
ajst-5664	267	19	knowledge	knowledge	NOUN
ajst-5664	267	20	discovery	discovery	PROPN
ajst-5664	267	21	and	and	CCONJ
ajst-5664	267	22	data	datum	NOUN
ajst-5664	267	23	mining	mining	NOUN
ajst-5664	267	24	technology	technology	NOUN
ajst-5664	267	25	,	,	PUNCT
ajst-5664	267	26	electronic	electronic	ADJ
ajst-5664	267	27	technology	technology	NOUN
ajst-5664	267	28	&	&	CCONJ
ajst-5664	267	29	software	software	PROPN
ajst-5664	267	30	engineering	engineering	NOUN
ajst-5664	267	31	(	(	PUNCT
ajst-5664	267	32	1	1	NUM
ajst-5664	267	33	)	)	PUNCT
ajst-5664	267	34	(	(	PUNCT
ajst-5664	267	35	2018	2018	NUM
ajst-5664	267	36	)	)	PUNCT
ajst-5664	267	37	141	141	NUM
ajst-5664	267	38	-	-	SYM
ajst-5664	267	39	142	142	NUM
ajst-5664	267	40	.	.	PUNCT
ajst-5664	268	1	[	[	X
ajst-5664	268	2	3	3	X
ajst-5664	268	3	]	]	PUNCT
ajst-5664	268	4	j.	j.	PROPN
ajst-5664	268	5	wang	wang	PROPN
ajst-5664	268	6	,	,	PUNCT
ajst-5664	268	7	j.	j.	PROPN
ajst-5664	268	8	huang	huang	PROPN
ajst-5664	268	9	,	,	PUNCT
ajst-5664	268	10	b.	b.	PROPN
ajst-5664	268	11	shen	shen	PROPN
ajst-5664	268	12	,	,	PUNCT
ajst-5664	268	13	research	research	NOUN
ajst-5664	268	14	status	status	NOUN
ajst-5664	268	15	and	and	CCONJ
ajst-5664	268	16	prospect	prospect	NOUN
ajst-5664	268	17	of	of	ADP
ajst-5664	268	18	intelligent	intelligent	ADJ
ajst-5664	268	19	fault	fault	NOUN
ajst-5664	268	20	diagnosis	diagnosis	NOUN
ajst-5664	268	21	technology	technology	NOUN
ajst-5664	268	22	of	of	ADP
ajst-5664	268	23	cnc	cnc	ADJ
ajst-5664	268	24	machine	machine	NOUN
ajst-5664	268	25	tools	tool	NOUN
ajst-5664	268	26	,	,	PUNCT
ajst-5664	268	27	mechanical	mechanical	ADJ
ajst-5664	268	28	manufacturing	manufacturing	NOUN
ajst-5664	268	29	52(5	52(5	NUM
ajst-5664	268	30	)	)	PUNCT
ajst-5664	268	31	(	(	PUNCT
ajst-5664	268	32	2014	2014	NUM
ajst-5664	268	33	)	)	PUNCT
ajst-5664	268	34	30	30	NUM
ajst-5664	268	35	-	-	SYM
ajst-5664	268	36	32	32	NUM
ajst-5664	268	37	.	.	PUNCT
ajst-5664	269	1	[	[	X
ajst-5664	269	2	4	4	X
ajst-5664	269	3	]	]	PUNCT
ajst-5664	269	4	q.	q.	PROPN
ajst-5664	269	5	xu	xu	PROPN
ajst-5664	269	6	,	,	PUNCT
ajst-5664	269	7	cnc	cnc	PROPN
ajst-5664	269	8	fault	fault	NOUN
ajst-5664	269	9	diagnosis	diagnosis	NOUN
ajst-5664	269	10	system	system	NOUN
ajst-5664	269	11	based	base	VERB
ajst-5664	269	12	on	on	ADP
ajst-5664	269	13	knowledge	knowledge	NOUN
ajst-5664	269	14	graph	graph	NOUN
ajst-5664	269	15	,	,	PUNCT
ajst-5664	269	16	beijing	beijing	PROPN
ajst-5664	269	17	university	university	PROPN
ajst-5664	269	18	of	of	ADP
ajst-5664	269	19	posts	post	NOUN
ajst-5664	269	20	and	and	CCONJ
ajst-5664	269	21	telecommunications	telecommunication	NOUN
ajst-5664	269	22	(	(	PUNCT
ajst-5664	269	23	2020	2020	NUM
ajst-5664	269	24	)	)	PUNCT
ajst-5664	269	25	.	.	PUNCT
ajst-5664	270	1	[	[	X
ajst-5664	270	2	5	5	X
ajst-5664	270	3	]	]	PUNCT
ajst-5664	270	4	q.	q.	PROPN
ajst-5664	270	5	wang	wang	PROPN
ajst-5664	270	6	,	,	PUNCT
ajst-5664	270	7	research	research	NOUN
ajst-5664	270	8	on	on	ADP
ajst-5664	270	9	question	question	NOUN
ajst-5664	270	10	answering	answer	VERB
ajst-5664	270	11	system	system	NOUN
ajst-5664	270	12	for	for	ADP
ajst-5664	270	13	cnc	cnc	PROPN
ajst-5664	270	14	machine	machine	NOUN
ajst-5664	270	15	tool	tool	NOUN
ajst-5664	270	16	fault	fault	NOUN
ajst-5664	270	17	on	on	ADP
ajst-5664	270	18	knowledge	knowledge	NOUN
ajst-5664	270	19	graph	graph	NOUN
ajst-5664	270	20	,	,	PUNCT
ajst-5664	270	21	inner	inner	PROPN
ajst-5664	270	22	mongolia	mongolia	PROPN
ajst-5664	270	23	university	university	PROPN
ajst-5664	270	24	of	of	ADP
ajst-5664	270	25	science	science	PROPN
ajst-5664	270	26	&	&	CCONJ
ajst-5664	270	27	technology	technology	PROPN
ajst-5664	270	28	(	(	PUNCT
ajst-5664	270	29	2022	2022	NUM
ajst-5664	270	30	)	)	PUNCT
ajst-5664	270	31	.	.	PUNCT
ajst-5664	271	1	[	[	X
ajst-5664	271	2	6	6	NUM
ajst-5664	271	3	]	]	PUNCT
ajst-5664	271	4	s.	s.	PROPN
ajst-5664	271	5	dai	dai	PROPN
ajst-5664	271	6	,	,	PUNCT
ajst-5664	271	7	l.	l.	PROPN
ajst-5664	271	8	li	li	PROPN
ajst-5664	271	9	,	,	PUNCT
ajst-5664	271	10	z.	z.	PROPN
ajst-5664	271	11	li	li	PROPN
ajst-5664	271	12	,	,	PUNCT
ajst-5664	271	13	modeling	model	VERB
ajst-5664	271	14	vehicle	vehicle	NOUN
ajst-5664	271	15	interactions	interaction	NOUN
ajst-5664	271	16	via	via	ADP
ajst-5664	271	17	modified	modify	VERB
ajst-5664	271	18	lstm	lstm	NOUN
ajst-5664	271	19	models	model	NOUN
ajst-5664	271	20	for	for	ADP
ajst-5664	271	21	trajectory	trajectory	NOUN
ajst-5664	271	22	prediction	prediction	NOUN
ajst-5664	271	23	,	,	PUNCT
ajst-5664	271	24	ieee	ieee	NOUN
ajst-5664	271	25	access	access	NOUN
ajst-5664	271	26	7	7	NUM
ajst-5664	271	27	(	(	PUNCT
ajst-5664	271	28	2019	2019	NUM
ajst-5664	271	29	)	)	PUNCT
ajst-5664	271	30	38287	38287	NUM
ajst-5664	271	31	-	-	SYM
ajst-5664	271	32	38296	38296	NUM
ajst-5664	271	33	.	.	PUNCT
ajst-5664	272	1	[	[	X
ajst-5664	272	2	7	7	X
ajst-5664	272	3	]	]	X
ajst-5664	272	4	l.	l.	PROPN
ajst-5664	272	5	huang	huang	PROPN
ajst-5664	272	6	,	,	PUNCT
ajst-5664	272	7	c.	c.	PROPN
ajst-5664	272	8	pun	pun	PROPN
ajst-5664	272	9	,	,	PUNCT
ajst-5664	272	10	audio	audio	ADJ
ajst-5664	272	11	replay	replay	NOUN
ajst-5664	272	12	spoof	spoof	ADJ
ajst-5664	272	13	attack	attack	NOUN
ajst-5664	272	14	detection	detection	NOUN
ajst-5664	272	15	by	by	ADP
ajst-5664	272	16	joint	joint	ADJ
ajst-5664	272	17	segment	segment	NOUN
ajst-5664	272	18	-	-	PUNCT
ajst-5664	272	19	based	base	VERB
ajst-5664	272	20	linear	linear	PROPN
ajst-5664	272	21	filter	filter	NOUN
ajst-5664	272	22	bank	bank	NOUN
ajst-5664	272	23	feature	feature	NOUN
ajst-5664	272	24	extraction	extraction	NOUN
ajst-5664	272	25	and	and	CCONJ
ajst-5664	272	26	attention	attention	NOUN
ajst-5664	272	27	-	-	PUNCT
ajst-5664	272	28	enhanced	enhance	VERB
ajst-5664	272	29	densenet	densenet	NOUN
ajst-5664	272	30	-	-	PUNCT
ajst-5664	272	31	bilstm	bilstm	NOUN
ajst-5664	272	32	network	network	NOUN
ajst-5664	272	33	,	,	PUNCT
ajst-5664	272	34	ieee	ieee	NOUN
ajst-5664	272	35	/	/	SYM
ajst-5664	272	36	acm	acm	NOUN
ajst-5664	272	37	transactions	transaction	NOUN
ajst-5664	272	38	on	on	ADP
ajst-5664	272	39	audio	audio	NOUN
ajst-5664	272	40	,	,	PUNCT
ajst-5664	272	41	speech	speech	NOUN
ajst-5664	272	42	,	,	PUNCT
ajst-5664	272	43	and	and	CCONJ
ajst-5664	272	44	language	language	NOUN
ajst-5664	272	45	processing	processing	NOUN
ajst-5664	272	46	28	28	NUM
ajst-5664	272	47	(	(	PUNCT
ajst-5664	272	48	2020	2020	NUM
ajst-5664	272	49	)	)	PUNCT
ajst-5664	272	50	1813	1813	NUM
ajst-5664	272	51	-	-	SYM
ajst-5664	272	52	1825	1825	NUM
ajst-5664	272	53	.	.	PUNCT
ajst-5664	273	1	[	[	X
ajst-5664	273	2	8	8	NUM
ajst-5664	273	3	]	]	PUNCT
ajst-5664	273	4	z.	z.	PROPN
ajst-5664	273	5	qiu	qiu	PROPN
ajst-5664	273	6	,	,	PUNCT
ajst-5664	273	7	y.	y.	PROPN
ajst-5664	273	8	zhuang	zhuang	PROPN
ajst-5664	273	9	,	,	PUNCT
ajst-5664	273	10	h.	h.	PROPN
ajst-5664	273	11	hu	hu	PROPN
ajst-5664	273	12	,	,	PUNCT
ajst-5664	273	13	w.	w.	PROPN
ajst-5664	273	14	wang	wang	PROPN
ajst-5664	273	15	,	,	PUNCT
ajst-5664	273	16	using	use	VERB
ajst-5664	273	17	stacked	stack	VERB
ajst-5664	273	18	sparse	sparse	ADJ
ajst-5664	273	19	auto	auto	NOUN
ajst-5664	273	20	-	-	PUNCT
ajst-5664	273	21	encoder	encoder	NOUN
ajst-5664	273	22	and	and	CCONJ
ajst-5664	273	23	superpixel	superpixel	VERB
ajst-5664	273	24	crf	crf	PROPN
ajst-5664	273	25	for	for	ADP
ajst-5664	273	26	long	long	ADJ
ajst-5664	273	27	-	-	PUNCT
ajst-5664	273	28	term	term	NOUN
ajst-5664	273	29	visual	visual	ADJ
ajst-5664	273	30	scene	scene	NOUN
ajst-5664	273	31	understanding	understanding	NOUN
ajst-5664	273	32	of	of	ADP
ajst-5664	273	33	ugvs	ugv	NOUN
ajst-5664	273	34	,	,	PUNCT
ajst-5664	273	35	ieee	ieee	NOUN
ajst-5664	273	36	transactions	transaction	NOUN
ajst-5664	273	37	on	on	ADP
ajst-5664	273	38	systems	system	NOUN
ajst-5664	273	39	,	,	PUNCT
ajst-5664	273	40	man	man	NOUN
ajst-5664	273	41	,	,	PUNCT
ajst-5664	273	42	and	and	CCONJ
ajst-5664	273	43	cybernetics	cybernetic	NOUN
ajst-5664	273	44	:	:	PUNCT
ajst-5664	273	45	systems	system	NOUN
ajst-5664	273	46	50(4	50(4	NUM
ajst-5664	273	47	)	)	PUNCT
ajst-5664	273	48	(	(	PUNCT
ajst-5664	273	49	2017	2017	NUM
ajst-5664	273	50	)	)	PUNCT
ajst-5664	273	51	1331	1331	NUM
ajst-5664	273	52	-	-	SYM
ajst-5664	273	53	1342	1342	NUM
ajst-5664	273	54	.	.	PUNCT