id	sid	tid	token	lemma	pos
bracis-19088	1	1	mrat	mrat	NOUN
bracis-19088	1	2	-	-	PUNCT
bracis-19088	1	3	sql+gap	sql+gap	PROPN
bracis-19088	1	4	:	:	PUNCT
bracis-19088	1	5	a	a	DET
bracis-19088	1	6	 	 	SPACE
bracis-19088	1	7	portuguese	portuguese	ADJ
bracis-19088	1	8	text	text	NOUN
bracis-19088	1	9	-	-	PUNCT
bracis-19088	1	10	to	to	ADP
bracis-19088	1	11	-	-	PUNCT
bracis-19088	1	12	sql	sql	NOUN
bracis-19088	1	13	transformer	transformer	NOUN
bracis-19088	1	14	|	|	NOUN
bracis-19088	1	15	springer	springer	NOUN
bracis-19088	1	16	nature	nature	NOUN
bracis-19088	1	17	link	link	PROPN
bracis-19088	1	18	(	(	PUNCT
bracis-19088	1	19	formerly	formerly	ADV
bracis-19088	1	20	springerlink	springerlink	NOUN
bracis-19088	1	21	)	)	PUNCT
bracis-19088	1	22	skip	skip	VERB
bracis-19088	1	23	to	to	ADP
bracis-19088	1	24	main	main	ADJ
bracis-19088	1	25	content	content	NOUN
bracis-19088	1	26	advertisement	advertisement	NOUN
bracis-19088	1	27	log	log	NOUN
bracis-19088	1	28	in	in	ADP
bracis-19088	1	29	menu	menu	NOUN
bracis-19088	1	30	find	find	VERB
bracis-19088	1	31	a	a	DET
bracis-19088	1	32	journal	journal	NOUN
bracis-19088	1	33	publish	publish	VERB
bracis-19088	1	34	with	with	ADP
bracis-19088	1	35	us	we	PRON
bracis-19088	1	36	track	track	VERB
bracis-19088	1	37	your	your	PRON
bracis-19088	1	38	research	research	NOUN
bracis-19088	1	39	search	search	NOUN
bracis-19088	1	40	cart	cart	NOUN
bracis-19088	1	41	home	home	NOUN
bracis-19088	1	42	intelligent	intelligent	ADJ
bracis-19088	1	43	systems	system	NOUN
bracis-19088	1	44	conference	conference	NOUN
bracis-19088	1	45	paper	paper	NOUN
bracis-19088	1	46	mrat	mrat	NOUN
bracis-19088	1	47	-	-	PUNCT
bracis-19088	1	48	sql+gap	sql+gap	PROPN
bracis-19088	1	49	:	:	PUNCT
bracis-19088	1	50	a	a	DET
bracis-19088	1	51	 	 	SPACE
bracis-19088	1	52	portuguese	portuguese	ADJ
bracis-19088	1	53	text	text	NOUN
bracis-19088	1	54	-	-	PUNCT
bracis-19088	1	55	to	to	ADP
bracis-19088	1	56	-	-	PUNCT
bracis-19088	1	57	sql	sql	NOUN
bracis-19088	1	58	transformer	transformer	NOUN
bracis-19088	1	59	conference	conference	NOUN
bracis-19088	1	60	paper	paper	NOUN
bracis-19088	1	61	first	first	ADV
bracis-19088	1	62	online	online	ADV
bracis-19088	1	63	:	:	PUNCT
bracis-19088	1	64	28	28	NUM
bracis-19088	1	65	november	november	NOUN
bracis-19088	1	66	2021	2021	NUM
bracis-19088	2	1	pp	pp	ADP
bracis-19088	2	2	511–525	511–525	NUM
bracis-19088	2	3	cite	cite	VERB
bracis-19088	2	4	this	this	DET
bracis-19088	2	5	conference	conference	NOUN
bracis-19088	2	6	paper	paper	NOUN
bracis-19088	2	7	access	access	NOUN
bracis-19088	2	8	provided	provide	VERB
bracis-19088	2	9	by	by	ADP
bracis-19088	2	10	university	university	PROPN
bracis-19088	2	11	of	of	ADP
bracis-19088	2	12	notre	notre	PROPN
bracis-19088	2	13	dame	dame	PROPN
bracis-19088	2	14	hesburgh	hesburgh	PROPN
bracis-19088	2	15	library	library	PROPN
bracis-19088	2	16	download	download	PROPN
bracis-19088	2	17	book	book	NOUN
bracis-19088	2	18	pdf	pdf	PROPN
bracis-19088	2	19	download	download	NOUN
bracis-19088	2	20	book	book	NOUN
bracis-19088	2	21	epub	epub	PROPN
bracis-19088	2	22	intelligent	intelligent	ADJ
bracis-19088	2	23	systems	system	NOUN
bracis-19088	2	24	(	(	PUNCT
bracis-19088	2	25	bracis	bracis	NOUN
bracis-19088	2	26	2021	2021	NUM
bracis-19088	2	27	)	)	PUNCT
bracis-19088	2	28	mrat	mrat	NOUN
bracis-19088	2	29	-	-	PUNCT
bracis-19088	2	30	sql+gap	sql+gap	PROPN
bracis-19088	2	31	:	:	PUNCT
bracis-19088	2	32	a	a	DET
bracis-19088	2	33	 	 	SPACE
bracis-19088	2	34	portuguese	portuguese	ADJ
bracis-19088	2	35	text	text	NOUN
bracis-19088	2	36	-	-	PUNCT
bracis-19088	2	37	to	to	ADP
bracis-19088	2	38	-	-	PUNCT
bracis-19088	2	39	sql	sql	NOUN
bracis-19088	2	40	transformer	transformer	NOUN
bracis-19088	2	41	download	download	NOUN
bracis-19088	2	42	book	book	NOUN
bracis-19088	2	43	pdf	pdf	PROPN
bracis-19088	2	44	download	download	NOUN
bracis-19088	2	45	book	book	PROPN
bracis-19088	2	46	epub	epub	PROPN
bracis-19088	2	47	marcelo	marcelo	PROPN
bracis-19088	2	48	archanjo	archanjo	PROPN
bracis-19088	2	49	josé	josé	PROPN
bracis-19088	2	50	  	  	SPACE
bracis-19088	2	51	orcid	orcid	PROPN
bracis-19088	2	52	:	:	PUNCT
bracis-19088	2	53	orcid.org/0000-0001-7153-040210	orcid.org/0000-0001-7153-040210	PROPN
bracis-19088	2	54	&	&	CCONJ
bracis-19088	2	55	fabio	fabio	PROPN
bracis-19088	2	56	gagliardi	gagliardi	PROPN
bracis-19088	2	57	cozman	cozman	PROPN
bracis-19088	2	58	  	  	SPACE
bracis-19088	2	59	orcid	orcid	NOUN
bracis-19088	2	60	:	:	PUNCT
bracis-19088	2	61	orcid.org/0000-0003-4077-493511	orcid.org/0000-0003-4077-493511	ADJ
bracis-19088	2	62	  	  	SPACE
bracis-19088	2	63	part	part	NOUN
bracis-19088	2	64	of	of	ADP
bracis-19088	2	65	the	the	DET
bracis-19088	2	66	book	book	NOUN
bracis-19088	2	67	series	series	NOUN
bracis-19088	2	68	:	:	PUNCT
bracis-19088	2	69	lecture	lecture	NOUN
bracis-19088	2	70	notes	note	NOUN
bracis-19088	2	71	in	in	ADP
bracis-19088	2	72	computer	computer	NOUN
bracis-19088	2	73	science	science	NOUN
bracis-19088	2	74	(	(	PUNCT
bracis-19088	2	75	(	(	PUNCT
bracis-19088	2	76	lnai	lnai	ADJ
bracis-19088	2	77	,	,	PUNCT
bracis-19088	2	78	volume	volume	NOUN
bracis-19088	2	79	13074	13074	NUM
bracis-19088	2	80	)	)	PUNCT
bracis-19088	2	81	)	)	PUNCT
bracis-19088	2	82	included	include	VERB
bracis-19088	2	83	in	in	ADP
bracis-19088	2	84	the	the	DET
bracis-19088	2	85	following	follow	VERB
bracis-19088	2	86	conference	conference	NOUN
bracis-19088	2	87	series	series	NOUN
bracis-19088	2	88	:	:	PUNCT
bracis-19088	2	89	brazilian	brazilian	ADJ
bracis-19088	2	90	conference	conference	NOUN
bracis-19088	2	91	on	on	ADP
bracis-19088	2	92	intelligent	intelligent	ADJ
bracis-19088	2	93	systems	system	NOUN
bracis-19088	2	94	1360	1360	NUM
bracis-19088	2	95	accesses	access	VERB
bracis-19088	2	96	16	16	NUM
bracis-19088	2	97	citations	citation	NOUN
bracis-19088	2	98	5	5	NUM
bracis-19088	2	99	altmetric	altmetric	ADJ
bracis-19088	2	100	abstract	abstract	NOUN
bracis-19088	2	101	the	the	DET
bracis-19088	2	102	translation	translation	NOUN
bracis-19088	2	103	of	of	ADP
bracis-19088	2	104	natural	natural	ADJ
bracis-19088	2	105	language	language	NOUN
bracis-19088	2	106	questions	question	NOUN
bracis-19088	2	107	to	to	PART
bracis-19088	2	108	sql	sql	NOUN
bracis-19088	2	109	queries	query	NOUN
bracis-19088	2	110	has	have	AUX
bracis-19088	2	111	attracted	attract	VERB
bracis-19088	2	112	growing	grow	VERB
bracis-19088	2	113	attention	attention	NOUN
bracis-19088	2	114	,	,	PUNCT
bracis-19088	2	115	in	in	ADP
bracis-19088	2	116	particular	particular	ADJ
bracis-19088	2	117	in	in	ADP
bracis-19088	2	118	connection	connection	NOUN
bracis-19088	2	119	with	with	ADP
bracis-19088	2	120	transformers	transformer	NOUN
bracis-19088	2	121	and	and	CCONJ
bracis-19088	2	122	similar	similar	ADJ
bracis-19088	2	123	language	language	NOUN
bracis-19088	2	124	models	model	NOUN
bracis-19088	2	125	.	.	PUNCT
bracis-19088	3	1	a	a	DET
bracis-19088	3	2	large	large	ADJ
bracis-19088	3	3	number	number	NOUN
bracis-19088	3	4	of	of	ADP
bracis-19088	3	5	techniques	technique	NOUN
bracis-19088	3	6	are	be	AUX
bracis-19088	3	7	geared	gear	VERB
bracis-19088	3	8	towards	towards	ADP
bracis-19088	3	9	the	the	DET
bracis-19088	3	10	english	english	ADJ
bracis-19088	3	11	language	language	NOUN
bracis-19088	3	12	;	;	PUNCT
bracis-19088	3	13	in	in	ADP
bracis-19088	3	14	this	this	DET
bracis-19088	3	15	work	work	NOUN
bracis-19088	3	16	,	,	PUNCT
bracis-19088	3	17	we	we	PRON
bracis-19088	3	18	thus	thus	ADV
bracis-19088	3	19	investigated	investigate	VERB
bracis-19088	3	20	translation	translation	NOUN
bracis-19088	3	21	to	to	ADP
bracis-19088	3	22	sql	sql	VERB
bracis-19088	3	23	when	when	SCONJ
bracis-19088	3	24	input	input	NOUN
bracis-19088	3	25	questions	question	NOUN
bracis-19088	3	26	are	be	AUX
bracis-19088	3	27	given	give	VERB
bracis-19088	3	28	in	in	ADP
bracis-19088	3	29	the	the	DET
bracis-19088	3	30	portuguese	portuguese	ADJ
bracis-19088	3	31	language	language	NOUN
bracis-19088	3	32	.	.	PUNCT
bracis-19088	4	1	to	to	PART
bracis-19088	4	2	do	do	VERB
bracis-19088	4	3	so	so	ADV
bracis-19088	4	4	,	,	PUNCT
bracis-19088	4	5	we	we	PRON
bracis-19088	4	6	properly	properly	ADV
bracis-19088	4	7	adapted	adapt	VERB
bracis-19088	4	8	state	state	NOUN
bracis-19088	4	9	-	-	PUNCT
bracis-19088	4	10	of	of	ADP
bracis-19088	4	11	-	-	PUNCT
bracis-19088	4	12	the	the	DET
bracis-19088	4	13	-	-	PUNCT
bracis-19088	4	14	art	art	NOUN
bracis-19088	4	15	tools	tool	NOUN
bracis-19088	4	16	and	and	CCONJ
bracis-19088	4	17	resources	resource	NOUN
bracis-19088	4	18	.	.	PUNCT
bracis-19088	5	1	we	we	PRON
bracis-19088	5	2	changed	change	VERB
bracis-19088	5	3	the	the	DET
bracis-19088	5	4	rat	rat	ADJ
bracis-19088	5	5	-	-	PUNCT
bracis-19088	5	6	sql+gap	sql+gap	ADJ
bracis-19088	5	7	system	system	NOUN
bracis-19088	5	8	by	by	ADP
bracis-19088	5	9	relying	rely	VERB
bracis-19088	5	10	on	on	ADP
bracis-19088	5	11	a	a	DET
bracis-19088	5	12	multilingual	multilingual	ADJ
bracis-19088	5	13	bart	bart	PROPN
bracis-19088	5	14	model	model	NOUN
bracis-19088	5	15	(	(	PUNCT
bracis-19088	5	16	we	we	PRON
bracis-19088	5	17	report	report	VERB
bracis-19088	5	18	tests	test	NOUN
bracis-19088	5	19	with	with	ADP
bracis-19088	5	20	other	other	ADJ
bracis-19088	5	21	language	language	NOUN
bracis-19088	5	22	models	model	NOUN
bracis-19088	5	23	)	)	PUNCT
bracis-19088	5	24	,	,	PUNCT
bracis-19088	5	25	and	and	CCONJ
bracis-19088	5	26	we	we	PRON
bracis-19088	5	27	produced	produce	VERB
bracis-19088	5	28	a	a	DET
bracis-19088	5	29	translated	translate	VERB
bracis-19088	5	30	version	version	NOUN
bracis-19088	5	31	of	of	ADP
bracis-19088	5	32	the	the	DET
bracis-19088	5	33	spider	spider	NOUN
bracis-19088	5	34	dataset	dataset	NOUN
bracis-19088	5	35	.	.	PUNCT
bracis-19088	6	1	our	our	PRON
bracis-19088	6	2	experiments	experiment	NOUN
bracis-19088	6	3	expose	expose	VERB
bracis-19088	6	4	interesting	interesting	ADJ
bracis-19088	6	5	phenomena	phenomenon	NOUN
bracis-19088	6	6	that	that	PRON
bracis-19088	6	7	arise	arise	VERB
bracis-19088	6	8	when	when	SCONJ
bracis-19088	6	9	non	non	ADJ
bracis-19088	6	10	-	-	ADJ
bracis-19088	6	11	english	english	ADJ
bracis-19088	6	12	languages	language	NOUN
bracis-19088	6	13	are	be	AUX
bracis-19088	6	14	targeted	target	VERB
bracis-19088	6	15	;	;	PUNCT
bracis-19088	6	16	in	in	ADP
bracis-19088	6	17	particular	particular	ADJ
bracis-19088	6	18	,	,	PUNCT
bracis-19088	6	19	it	it	PRON
bracis-19088	6	20	is	be	AUX
bracis-19088	6	21	better	well	ADJ
bracis-19088	6	22	to	to	PART
bracis-19088	6	23	train	train	VERB
bracis-19088	6	24	with	with	ADP
bracis-19088	6	25	original	original	ADJ
bracis-19088	6	26	and	and	CCONJ
bracis-19088	6	27	translated	translate	VERB
bracis-19088	6	28	training	training	NOUN
bracis-19088	6	29	datasets	dataset	NOUN
bracis-19088	6	30	together	together	ADV
bracis-19088	6	31	,	,	PUNCT
bracis-19088	6	32	even	even	ADV
bracis-19088	6	33	if	if	SCONJ
bracis-19088	6	34	a	a	DET
bracis-19088	6	35	single	single	ADJ
bracis-19088	6	36	target	target	NOUN
bracis-19088	6	37	language	language	NOUN
bracis-19088	6	38	is	be	AUX
bracis-19088	6	39	desired	desire	VERB
bracis-19088	6	40	.	.	PUNCT
bracis-19088	7	1	this	this	DET
bracis-19088	7	2	multilingual	multilingual	ADJ
bracis-19088	7	3	bart	bart	PROPN
bracis-19088	7	4	model	model	PROPN
bracis-19088	7	5	fine	fine	ADV
bracis-19088	7	6	-	-	PUNCT
bracis-19088	7	7	tuned	tune	VERB
bracis-19088	7	8	with	with	ADP
bracis-19088	7	9	a	a	DET
bracis-19088	7	10	double	double	ADJ
bracis-19088	7	11	-	-	PUNCT
bracis-19088	7	12	size	size	NOUN
bracis-19088	7	13	training	training	NOUN
bracis-19088	7	14	dataset	dataset	NOUN
bracis-19088	7	15	(	(	PUNCT
bracis-19088	7	16	english	english	PROPN
bracis-19088	7	17	and	and	CCONJ
bracis-19088	7	18	portuguese	portuguese	ADJ
bracis-19088	7	19	)	)	PUNCT
bracis-19088	7	20	achieved	achieve	VERB
bracis-19088	7	21	83	83	NUM
bracis-19088	7	22	%	%	NOUN
bracis-19088	7	23	of	of	ADP
bracis-19088	7	24	the	the	DET
bracis-19088	7	25	baseline	baseline	NOUN
bracis-19088	7	26	,	,	PUNCT
bracis-19088	7	27	making	make	VERB
bracis-19088	7	28	inferences	inference	NOUN
bracis-19088	7	29	for	for	ADP
bracis-19088	7	30	the	the	DET
bracis-19088	7	31	portuguese	portuguese	ADJ
bracis-19088	7	32	test	test	NOUN
bracis-19088	7	33	dataset	dataset	VERB
bracis-19088	7	34	.	.	PUNCT
bracis-19088	8	1	this	this	DET
bracis-19088	8	2	investigation	investigation	NOUN
bracis-19088	8	3	can	can	AUX
bracis-19088	8	4	help	help	VERB
bracis-19088	8	5	other	other	ADJ
bracis-19088	8	6	researchers	researcher	NOUN
bracis-19088	8	7	to	to	PART
bracis-19088	8	8	produce	produce	VERB
bracis-19088	8	9	results	result	NOUN
bracis-19088	8	10	in	in	ADP
bracis-19088	8	11	machine	machine	NOUN
bracis-19088	8	12	learning	learning	NOUN
bracis-19088	8	13	in	in	ADP
bracis-19088	8	14	a	a	DET
bracis-19088	8	15	language	language	NOUN
bracis-19088	8	16	different	different	ADJ
bracis-19088	8	17	from	from	ADP
bracis-19088	8	18	english	english	PROPN
bracis-19088	8	19	.	.	PUNCT
bracis-19088	9	1	our	our	PRON
bracis-19088	9	2	multilingual	multilingual	ADJ
bracis-19088	9	3	ready	ready	ADJ
bracis-19088	9	4	version	version	NOUN
bracis-19088	9	5	of	of	ADP
bracis-19088	9	6	rat	rat	ADJ
bracis-19088	9	7	-	-	PUNCT
bracis-19088	9	8	sql+gap	sql+gap	NOUN
bracis-19088	9	9	and	and	CCONJ
bracis-19088	9	10	the	the	DET
bracis-19088	9	11	data	datum	NOUN
bracis-19088	9	12	are	be	AUX
bracis-19088	9	13	available	available	ADJ
bracis-19088	9	14	,	,	PUNCT
bracis-19088	9	15	open	open	ADJ
bracis-19088	9	16	-	-	PUNCT
bracis-19088	9	17	sourced	source	VERB
bracis-19088	9	18	as	as	ADP
bracis-19088	9	19	mrat	mrat	NOUN
bracis-19088	9	20	-	-	PUNCT
bracis-19088	9	21	sql+gap	sql+gap	NOUN
bracis-19088	9	22	at	at	ADP
bracis-19088	9	23	:	:	PUNCT
bracis-19088	9	24	https://github.com/c4ai/gap-text2sql	https://github.com/c4ai/gap-text2sql	NOUN
bracis-19088	9	25	.	.	PUNCT
bracis-19088	10	1	supported	support	VERB
bracis-19088	10	2	by	by	ADP
bracis-19088	10	3	ibm	ibm	PROPN
bracis-19088	10	4	and	and	CCONJ
bracis-19088	10	5	fapesp	fapesp	PROPN
bracis-19088	10	6	(	(	PUNCT
bracis-19088	10	7	são	são	PROPN
bracis-19088	10	8	paulo	paulo	PROPN
bracis-19088	10	9	research	research	PROPN
bracis-19088	10	10	foundation	foundation	PROPN
bracis-19088	10	11	)	)	PUNCT
bracis-19088	10	12	.	.	PUNCT
bracis-19088	11	1	access	access	NOUN
bracis-19088	11	2	provided	provide	VERB
bracis-19088	11	3	by	by	ADP
bracis-19088	11	4	university	university	PROPN
bracis-19088	11	5	of	of	ADP
bracis-19088	11	6	notre	notre	PROPN
bracis-19088	11	7	dame	dame	PROPN
bracis-19088	11	8	hesburgh	hesburgh	PROPN
bracis-19088	11	9	library	library	PROPN
bracis-19088	11	10	.	.	PUNCT
bracis-19088	12	1	download	download	PROPN
bracis-19088	12	2	conference	conference	NOUN
bracis-19088	12	3	paper	paper	NOUN
bracis-19088	12	4	pdf	pdf	NOUN
bracis-19088	12	5	similar	similar	ADJ
bracis-19088	12	6	content	content	NOUN
bracis-19088	12	7	being	be	AUX
bracis-19088	12	8	viewed	view	VERB
bracis-19088	12	9	by	by	ADP
bracis-19088	12	10	others	other	NOUN
bracis-19088	12	11	a	a	DET
bracis-19088	12	12	multilingual	multilingual	ADJ
bracis-19088	12	13	translator	translator	NOUN
bracis-19088	12	14	to	to	PART
bracis-19088	12	15	sql	sql	VERB
bracis-19088	12	16	with	with	ADP
bracis-19088	12	17	database	database	NOUN
bracis-19088	12	18	schema	schema	NOUN
bracis-19088	12	19	pruning	prune	VERB
bracis-19088	12	20	to	to	PART
bracis-19088	12	21	improve	improve	VERB
bracis-19088	12	22	self	self	NOUN
bracis-19088	12	23	-	-	PUNCT
bracis-19088	12	24	attention	attention	NOUN
bracis-19088	12	25	article	article	NOUN
bracis-19088	12	26	23	23	NUM
bracis-19088	12	27	june	june	PROPN
bracis-19088	12	28	2023	2023	NUM
bracis-19088	12	29	text	text	NOUN
bracis-19088	12	30	-	-	PUNCT
bracis-19088	12	31	to	to	ADP
bracis-19088	12	32	-	-	PUNCT
bracis-19088	12	33	sql	sql	NOUN
bracis-19088	12	34	for	for	ADP
bracis-19088	12	35	non	non	ADJ
bracis-19088	12	36	-	-	ADJ
bracis-19088	12	37	english	english	ADJ
bracis-19088	12	38	languages	language	NOUN
bracis-19088	12	39	:	:	PUNCT
bracis-19088	12	40	realizations	realization	NOUN
bracis-19088	12	41	and	and	CCONJ
bracis-19088	12	42	limitations	limitation	NOUN
bracis-19088	12	43	chapter	chapter	NOUN
bracis-19088	12	44	©	©	PROPN
bracis-19088	12	45	2026	2026	NUM
bracis-19088	12	46	a	a	DET
bracis-19088	12	47	survey	survey	NOUN
bracis-19088	12	48	on	on	ADP
bracis-19088	12	49	text	text	NOUN
bracis-19088	12	50	-	-	PUNCT
bracis-19088	12	51	to	to	ADP
bracis-19088	12	52	-	-	PUNCT
bracis-19088	12	53	sql	sql	NOUN
bracis-19088	12	54	parsing	parsing	NOUN
bracis-19088	12	55	:	:	PUNCT
bracis-19088	12	56	from	from	ADP
bracis-19088	12	57	rule	rule	NOUN
bracis-19088	12	58	-	-	PUNCT
bracis-19088	12	59	based	base	VERB
bracis-19088	12	60	foundations	foundation	NOUN
bracis-19088	12	61	to	to	ADP
bracis-19088	12	62	large	large	ADJ
bracis-19088	12	63	language	language	NOUN
bracis-19088	12	64	models	model	NOUN
bracis-19088	12	65	chapter	chapter	NOUN
bracis-19088	12	66	©	©	PROPN
bracis-19088	12	67	2024	2024	NUM
bracis-19088	12	68	explore	explore	VERB
bracis-19088	12	69	related	relate	VERB
bracis-19088	12	70	subjects	subject	NOUN
bracis-19088	12	71	discover	discover	VERB
bracis-19088	12	72	the	the	DET
bracis-19088	12	73	latest	late	ADJ
bracis-19088	12	74	articles	article	NOUN
bracis-19088	12	75	,	,	PUNCT
bracis-19088	12	76	books	book	NOUN
bracis-19088	12	77	and	and	CCONJ
bracis-19088	12	78	news	news	NOUN
bracis-19088	12	79	in	in	ADP
bracis-19088	12	80	related	related	ADJ
bracis-19088	12	81	subjects	subject	NOUN
bracis-19088	12	82	,	,	PUNCT
bracis-19088	12	83	suggested	suggest	VERB
bracis-19088	12	84	using	use	VERB
bracis-19088	12	85	machine	machine	NOUN
bracis-19088	12	86	learning	learning	NOUN
bracis-19088	12	87	.	.	PUNCT
bracis-19088	13	1	database	database	NOUN
bracis-19088	13	2	management	management	NOUN
bracis-19088	13	3	system	system	NOUN
bracis-19088	13	4	languages	language	NOUN
bracis-19088	13	5	language	language	NOUN
bracis-19088	13	6	translation	translation	NOUN
bracis-19088	13	7	lisp	lisp	NOUN
bracis-19088	13	8	machine	machine	NOUN
bracis-19088	13	9	translation	translation	NOUN
bracis-19088	13	10	slavic	slavic	NOUN
bracis-19088	13	11	and	and	CCONJ
bracis-19088	13	12	baltic	baltic	ADJ
bracis-19088	13	13	languages	language	NOUN
bracis-19088	13	14	1	1	NUM
bracis-19088	13	15	introduction	introduction	NOUN
bracis-19088	13	16	a	a	DET
bracis-19088	13	17	huge	huge	ADJ
bracis-19088	13	18	number	number	NOUN
bracis-19088	13	19	of	of	ADP
bracis-19088	13	20	data	datum	NOUN
bracis-19088	13	21	is	be	AUX
bracis-19088	13	22	now	now	ADV
bracis-19088	13	23	organized	organize	VERB
bracis-19088	13	24	in	in	ADP
bracis-19088	13	25	relational	relational	ADJ
bracis-19088	13	26	databases	database	NOUN
bracis-19088	13	27	and	and	CCONJ
bracis-19088	13	28	typically	typically	ADV
bracis-19088	13	29	accessed	access	VERB
bracis-19088	13	30	through	through	ADP
bracis-19088	13	31	sql	sql	NOUN
bracis-19088	13	32	(	(	PUNCT
bracis-19088	13	33	structured	structured	ADJ
bracis-19088	13	34	query	query	NOUN
bracis-19088	13	35	language	language	NOUN
bracis-19088	13	36	)	)	PUNCT
bracis-19088	13	37	queries	query	NOUN
bracis-19088	13	38	.	.	PUNCT
bracis-19088	14	1	the	the	DET
bracis-19088	14	2	interest	interest	NOUN
bracis-19088	14	3	in	in	ADP
bracis-19088	14	4	automatically	automatically	ADV
bracis-19088	14	5	translating	translate	VERB
bracis-19088	14	6	questions	question	NOUN
bracis-19088	14	7	expressed	express	VERB
bracis-19088	14	8	in	in	ADP
bracis-19088	14	9	natural	natural	ADJ
bracis-19088	14	10	language	language	NOUN
bracis-19088	14	11	to	to	ADP
bracis-19088	14	12	sql	sql	NOUN
bracis-19088	14	13	(	(	PUNCT
bracis-19088	14	14	often	often	ADV
bracis-19088	14	15	referred	refer	VERB
bracis-19088	14	16	to	to	ADP
bracis-19088	14	17	as	as	ADP
bracis-19088	14	18	nl2sql	nl2sql	PROPN
bracis-19088	14	19	)	)	PUNCT
bracis-19088	14	20	has	have	AUX
bracis-19088	14	21	been	be	AUX
bracis-19088	14	22	intense	intense	ADJ
bracis-19088	14	23	,	,	PUNCT
bracis-19088	14	24	as	as	SCONJ
bracis-19088	14	25	one	one	PRON
bracis-19088	14	26	can	can	AUX
bracis-19088	14	27	observe	observe	VERB
bracis-19088	14	28	through	through	ADP
bracis-19088	14	29	a	a	DET
bracis-19088	14	30	number	number	NOUN
bracis-19088	14	31	of	of	ADP
bracis-19088	14	32	excellent	excellent	ADJ
bracis-19088	14	33	surveys	survey	NOUN
bracis-19088	14	34	in	in	ADP
bracis-19088	14	35	the	the	DET
bracis-19088	14	36	literature	literature	NOUN
bracis-19088	14	37	 	 	SPACE
bracis-19088	15	1	[	[	X
bracis-19088	15	2	1,2,3	1,2,3	NUM
bracis-19088	15	3	]	]	PUNCT
bracis-19088	15	4	.	.	PUNCT
bracis-19088	16	1	figure	figure	NOUN
bracis-19088	16	2	 	 	SPACE
bracis-19088	16	3	1	1	NUM
bracis-19088	16	4	depicts	depict	VERB
bracis-19088	16	5	the	the	DET
bracis-19088	16	6	whole	whole	ADJ
bracis-19088	16	7	flow	flow	NOUN
bracis-19088	16	8	from	from	ADP
bracis-19088	16	9	a	a	DET
bracis-19088	16	10	natural	natural	ADJ
bracis-19088	16	11	language	language	NOUN
bracis-19088	16	12	question	question	NOUN
bracis-19088	16	13	to	to	ADP
bracis-19088	16	14	a	a	DET
bracis-19088	16	15	sql	sql	NOUN
bracis-19088	16	16	query	query	NOUN
bracis-19088	16	17	result	result	NOUN
bracis-19088	16	18	;	;	PUNCT
bracis-19088	16	19	the	the	DET
bracis-19088	16	20	sql	sql	NOUN
bracis-19088	16	21	query	query	NOUN
bracis-19088	16	22	refers	refer	VERB
bracis-19088	16	23	to	to	ADP
bracis-19088	16	24	database	database	NOUN
bracis-19088	16	25	tables	table	NOUN
bracis-19088	16	26	and	and	CCONJ
bracis-19088	16	27	their	their	PRON
bracis-19088	16	28	columns	column	NOUN
bracis-19088	16	29	,	,	PUNCT
bracis-19088	16	30	using	use	VERB
bracis-19088	16	31	primary	primary	ADJ
bracis-19088	16	32	and	and	CCONJ
bracis-19088	16	33	secondary	secondary	ADJ
bracis-19088	16	34	keys	key	NOUN
bracis-19088	16	35	as	as	ADP
bracis-19088	16	36	appropriate	appropriate	ADJ
bracis-19088	16	37	.	.	PUNCT
bracis-19088	17	1	existing	exist	VERB
bracis-19088	17	2	approaches	approach	NOUN
bracis-19088	17	3	for	for	ADP
bracis-19088	17	4	nl2sql	nl2sql	PROPN
bracis-19088	17	5	can	can	AUX
bracis-19088	17	6	be	be	AUX
bracis-19088	17	7	divided	divide	VERB
bracis-19088	17	8	into	into	ADP
bracis-19088	17	9	entity	entity	NOUN
bracis-19088	17	10	-	-	PUNCT
bracis-19088	17	11	based	base	VERB
bracis-19088	17	12	and	and	CCONJ
bracis-19088	17	13	machine	machine	NOUN
bracis-19088	17	14	learning	learning	NOUN
bracis-19088	17	15	ones	one	NOUN
bracis-19088	17	16	,	,	PUNCT
bracis-19088	17	17	the	the	DET
bracis-19088	17	18	latter	latter	ADJ
bracis-19088	17	19	dominated	dominate	VERB
bracis-19088	17	20	by	by	ADP
bracis-19088	17	21	techniques	technique	NOUN
bracis-19088	17	22	based	base	VERB
bracis-19088	17	23	on	on	ADP
bracis-19088	17	24	deep	deep	ADJ
bracis-19088	17	25	learning	learning	NOUN
bracis-19088	17	26	 	 	SPACE
bracis-19088	18	1	[	[	X
bracis-19088	18	2	3	3	NUM
bracis-19088	18	3	]	]	PUNCT
bracis-19088	18	4	.	.	PUNCT
bracis-19088	19	1	fig	fig	NOUN
bracis-19088	19	2	.	.	PUNCT
bracis-19088	20	1	1	1	NUM
bracis-19088	20	2	.	.	X
bracis-19088	20	3	from	from	ADP
bracis-19088	20	4	a	a	DET
bracis-19088	20	5	natural	natural	ADJ
bracis-19088	20	6	language	language	NOUN
bracis-19088	20	7	question	question	NOUN
bracis-19088	20	8	to	to	ADP
bracis-19088	20	9	a	a	DET
bracis-19088	20	10	sql	sql	NOUN
bracis-19088	20	11	query	query	NOUN
bracis-19088	20	12	and	and	CCONJ
bracis-19088	20	13	to	to	ADP
bracis-19088	20	14	the	the	DET
bracis-19088	20	15	database	database	NOUN
bracis-19088	20	16	query	query	NOUN
bracis-19088	20	17	result	result	VERB
bracis-19088	20	18	.	.	PUNCT
bracis-19088	21	1	database	database	NOUN
bracis-19088	21	2	table	table	NOUN
bracis-19088	21	3	names	name	NOUN
bracis-19088	21	4	appear	appear	VERB
bracis-19088	21	5	in	in	ADP
bracis-19088	21	6	blue	blue	ADJ
bracis-19088	21	7	(	(	PUNCT
bracis-19088	21	8	singer	singer	NOUN
bracis-19088	21	9	)	)	PUNCT
bracis-19088	21	10	and	and	CCONJ
bracis-19088	21	11	red	red	ADJ
bracis-19088	21	12	(	(	PUNCT
bracis-19088	21	13	song	song	NOUN
bracis-19088	21	14	)	)	PUNCT
bracis-19088	21	15	,	,	PUNCT
bracis-19088	21	16	while	while	SCONJ
bracis-19088	21	17	the	the	DET
bracis-19088	21	18	primary	primary	ADJ
bracis-19088	21	19	key	key	NOUN
bracis-19088	21	20	appears	appear	VERB
bracis-19088	21	21	in	in	ADP
bracis-19088	21	22	green	green	ADJ
bracis-19088	21	23	(	(	PUNCT
bracis-19088	21	24	singer_id	singer_id	PROPN
bracis-19088	21	25	)	)	PUNCT
bracis-19088	21	26	.	.	PUNCT
bracis-19088	22	1	(	(	PUNCT
bracis-19088	22	2	color	color	NOUN
bracis-19088	22	3	figure	figure	NOUN
bracis-19088	22	4	online	online	ADV
bracis-19088	22	5	)	)	PUNCT
bracis-19088	22	6	full	full	ADJ
bracis-19088	22	7	size	size	NOUN
bracis-19088	22	8	image	image	NOUN
bracis-19088	22	9	entity	entity	NOUN
bracis-19088	22	10	-	-	PUNCT
bracis-19088	22	11	based	base	VERB
bracis-19088	22	12	approaches	approach	NOUN
bracis-19088	22	13	focus	focus	VERB
bracis-19088	22	14	on	on	ADP
bracis-19088	22	15	the	the	DET
bracis-19088	22	16	interpretation	interpretation	NOUN
bracis-19088	22	17	of	of	ADP
bracis-19088	22	18	input	input	NOUN
bracis-19088	22	19	text	text	NOUN
bracis-19088	22	20	based	base	VERB
bracis-19088	22	21	on	on	ADP
bracis-19088	22	22	rules	rule	NOUN
bracis-19088	22	23	so	so	SCONJ
bracis-19088	22	24	as	as	SCONJ
bracis-19088	22	25	to	to	PART
bracis-19088	22	26	translate	translate	VERB
bracis-19088	22	27	it	it	PRON
bracis-19088	22	28	to	to	ADP
bracis-19088	22	29	a	a	DET
bracis-19088	22	30	sql	sql	NOUN
bracis-19088	22	31	query	query	NOUN
bracis-19088	22	32	.	.	PUNCT
bracis-19088	23	1	the	the	DET
bracis-19088	23	2	translation	translation	NOUN
bracis-19088	23	3	often	often	ADV
bracis-19088	23	4	goes	go	VERB
bracis-19088	23	5	first	first	ADV
bracis-19088	23	6	to	to	ADP
bracis-19088	23	7	an	an	DET
bracis-19088	23	8	intermediary	intermediary	ADJ
bracis-19088	23	9	state	state	NOUN
bracis-19088	23	10	and	and	CCONJ
bracis-19088	23	11	later	later	ADV
bracis-19088	23	12	to	to	ADP
bracis-19088	23	13	a	a	DET
bracis-19088	23	14	final	final	ADJ
bracis-19088	23	15	sql	sql	NOUN
bracis-19088	23	16	query	query	NOUN
bracis-19088	23	17	.	.	PUNCT
bracis-19088	24	1	relevant	relevant	ADJ
bracis-19088	24	2	systems	system	NOUN
bracis-19088	24	3	are	be	AUX
bracis-19088	24	4	bela	bela	NOUN
bracis-19088	24	5	 	 	SPACE
bracis-19088	25	1	[	[	X
bracis-19088	25	2	4	4	NUM
bracis-19088	25	3	]	]	PUNCT
bracis-19088	25	4	,	,	PUNCT
bracis-19088	25	5	soda	soda	NOUN
bracis-19088	25	6	 	 	SPACE
bracis-19088	26	1	[	[	X
bracis-19088	26	2	5	5	NUM
bracis-19088	26	3	]	]	PUNCT
bracis-19088	26	4	,	,	PUNCT
bracis-19088	26	5	nalir	nalir	NOUN
bracis-19088	26	6	 	 	SPACE
bracis-19088	27	1	[	[	X
bracis-19088	27	2	6,7,8	6,7,8	NUM
bracis-19088	27	3	]	]	PUNCT
bracis-19088	27	4	,	,	PUNCT
bracis-19088	27	5	tr	tr	VERB
bracis-19088	27	6	discover	discover	VERB
bracis-19088	27	7	 	 	SPACE
bracis-19088	27	8	[	[	X
bracis-19088	27	9	9	9	NUM
bracis-19088	27	10	]	]	PUNCT
bracis-19088	27	11	,	,	PUNCT
bracis-19088	27	12	athena	athena	PROPN
bracis-19088	27	13	 	 	SPACE
bracis-19088	28	1	[	[	X
bracis-19088	28	2	10	10	NUM
bracis-19088	28	3	,	,	PUNCT
bracis-19088	28	4	11	11	NUM
bracis-19088	28	5	]	]	PUNCT
bracis-19088	28	6	,	,	PUNCT
bracis-19088	28	7	athena++	athena++	ADP
bracis-19088	28	8	 	 	SPACE
bracis-19088	28	9	[	[	X
bracis-19088	28	10	12	12	NUM
bracis-19088	28	11	]	]	PUNCT
bracis-19088	28	12	and	and	CCONJ
bracis-19088	28	13	duoquest	duoqu	ADJ
bracis-19088	28	14	 	 	SPACE
bracis-19088	29	1	[	[	X
bracis-19088	29	2	13	13	NUM
bracis-19088	29	3	,	,	PUNCT
bracis-19088	29	4	14	14	NUM
bracis-19088	29	5	]	]	PUNCT
bracis-19088	29	6	.	.	PUNCT
bracis-19088	30	1	machine	machine	NOUN
bracis-19088	30	2	learning	learn	VERB
bracis-19088	30	3	approaches	approach	NOUN
bracis-19088	30	4	are	be	AUX
bracis-19088	30	5	based	base	VERB
bracis-19088	30	6	on	on	ADP
bracis-19088	30	7	supervised	supervised	ADJ
bracis-19088	30	8	learning	learning	NOUN
bracis-19088	30	9	,	,	PUNCT
bracis-19088	30	10	in	in	ADP
bracis-19088	30	11	which	which	PRON
bracis-19088	30	12	training	training	NOUN
bracis-19088	30	13	data	data	NOUN
bracis-19088	30	14	contains	contain	VERB
bracis-19088	30	15	natural	natural	ADJ
bracis-19088	30	16	language	language	NOUN
bracis-19088	30	17	questions	question	NOUN
bracis-19088	30	18	and	and	CCONJ
bracis-19088	30	19	paired	pair	VERB
bracis-19088	30	20	sql	sql	NOUN
bracis-19088	30	21	queries	query	NOUN
bracis-19088	30	22	 	 	SPACE
bracis-19088	30	23	[	[	X
bracis-19088	30	24	3	3	NUM
bracis-19088	30	25	]	]	PUNCT
bracis-19088	30	26	.	.	PUNCT
bracis-19088	31	1	several	several	ADJ
bracis-19088	31	2	architectures	architecture	NOUN
bracis-19088	31	3	can	can	AUX
bracis-19088	31	4	be	be	AUX
bracis-19088	31	5	trained	train	VERB
bracis-19088	31	6	or	or	CCONJ
bracis-19088	31	7	fine	fine	ADV
bracis-19088	31	8	-	-	PUNCT
bracis-19088	31	9	tuned	tune	VERB
bracis-19088	31	10	so	so	SCONJ
bracis-19088	31	11	as	as	SCONJ
bracis-19088	31	12	to	to	PART
bracis-19088	31	13	run	run	VERB
bracis-19088	31	14	the	the	DET
bracis-19088	31	15	translation	translation	NOUN
bracis-19088	31	16	.	.	PUNCT
bracis-19088	32	1	relevant	relevant	ADJ
bracis-19088	32	2	systems	system	NOUN
bracis-19088	32	3	are	be	AUX
bracis-19088	32	4	echoquery	echoquery	NOUN
bracis-19088	32	5	 	 	SPACE
bracis-19088	33	1	[	[	X
bracis-19088	33	2	15	15	NUM
bracis-19088	33	3	]	]	PUNCT
bracis-19088	33	4	,	,	PUNCT
bracis-19088	33	5	seq2sql	seq2sql	PROPN
bracis-19088	33	6	 	 	SPACE
bracis-19088	34	1	[	[	SYM
bracis-19088	34	2	41	41	NUM
bracis-19088	34	3	]	]	PUNCT
bracis-19088	34	4	,	,	PUNCT
bracis-19088	34	5	sqlnet	sqlnet	NOUN
bracis-19088	34	6	 	 	SPACE
bracis-19088	35	1	[	[	X
bracis-19088	35	2	16	16	NUM
bracis-19088	35	3	]	]	PUNCT
bracis-19088	35	4	,	,	PUNCT
bracis-19088	35	5	dialsql	dialsql	NOUN
bracis-19088	35	6	 	 	SPACE
bracis-19088	36	1	[	[	X
bracis-19088	36	2	17	17	NUM
bracis-19088	36	3	]	]	PUNCT
bracis-19088	36	4	,	,	PUNCT
bracis-19088	36	5	typesql	typesql	VERB
bracis-19088	36	6	 	 	SPACE
bracis-19088	36	7	[	[	X
bracis-19088	36	8	18	18	NUM
bracis-19088	36	9	]	]	PUNCT
bracis-19088	36	10	,	,	PUNCT
bracis-19088	36	11	syntaxsqlnet	syntaxsqlnet	PROPN
bracis-19088	36	12	 	 	SPACE
bracis-19088	37	1	[	[	X
bracis-19088	37	2	19	19	NUM
bracis-19088	37	3	]	]	PUNCT
bracis-19088	37	4	,	,	PUNCT
bracis-19088	37	5	augmentedbi	augmentedbi	VERB
bracis-19088	37	6	 	 	SPACE
bracis-19088	38	1	[	[	X
bracis-19088	38	2	21	21	NUM
bracis-19088	38	3	]	]	PUNCT
bracis-19088	38	4	,	,	PUNCT
bracis-19088	38	5	irnet	irnet	PROPN
bracis-19088	38	6	 	 	SPACE
bracis-19088	39	1	[	[	X
bracis-19088	39	2	22	22	NUM
bracis-19088	39	3	]	]	PUNCT
bracis-19088	39	4	,	,	PUNCT
bracis-19088	39	5	rat	rat	ADJ
bracis-19088	39	6	-	-	PUNCT
bracis-19088	39	7	sql	sql	NOUN
bracis-19088	39	8	 	 	SPACE
bracis-19088	39	9	[	[	X
bracis-19088	39	10	23	23	NUM
bracis-19088	39	11	]	]	PUNCT
bracis-19088	39	12	,	,	PUNCT
bracis-19088	39	13	rat	rat	ADJ
bracis-19088	39	14	-	-	PUNCT
bracis-19088	39	15	sql+gap	sql+gap	ADJ
bracis-19088	39	16	 	 	SPACE
bracis-19088	40	1	[	[	X
bracis-19088	40	2	24	24	NUM
bracis-19088	40	3	]	]	PUNCT
bracis-19088	40	4	,	,	PUNCT
bracis-19088	40	5	grappa	grappa	PROPN
bracis-19088	40	6	 	 	SPACE
bracis-19088	41	1	[	[	X
bracis-19088	41	2	25	25	NUM
bracis-19088	41	3	]	]	PUNCT
bracis-19088	41	4	,	,	PUNCT
bracis-19088	41	5	bridge	bridge	NOUN
bracis-19088	41	6	 	 	SPACE
bracis-19088	42	1	[	[	X
bracis-19088	42	2	26	26	NUM
bracis-19088	42	3	]	]	PUNCT
bracis-19088	42	4	,	,	PUNCT
bracis-19088	42	5	dbpal	dbpal	NOUN
bracis-19088	42	6	 	 	SPACE
bracis-19088	43	1	[	[	X
bracis-19088	43	2	27,28,29	27,28,29	NUM
bracis-19088	43	3	]	]	X
bracis-19088	43	4	,	,	PUNCT
bracis-19088	43	5	hydranet	hydranet	PROPN
bracis-19088	43	6	 	 	SPACE
bracis-19088	44	1	[	[	X
bracis-19088	44	2	30	30	NUM
bracis-19088	44	3	]	]	PUNCT
bracis-19088	44	4	,	,	PUNCT
bracis-19088	44	5	dt	dt	PROPN
bracis-19088	44	6	-	-	PUNCT
bracis-19088	44	7	fixup	fixup	NOUN
bracis-19088	44	8	 	 	SPACE
bracis-19088	45	1	[	[	X
bracis-19088	45	2	32	32	NUM
bracis-19088	45	3	]	]	PUNCT
bracis-19088	45	4	and	and	CCONJ
bracis-19088	45	5	lgesql	lgesql	NOUN
bracis-19088	45	6	 	 	SPACE
bracis-19088	46	1	[	[	X
bracis-19088	46	2	31	31	NUM
bracis-19088	46	3	]	]	PUNCT
bracis-19088	46	4	.	.	PUNCT
bracis-19088	47	1	there	there	PRON
bracis-19088	47	2	are	be	VERB
bracis-19088	47	3	also	also	ADV
bracis-19088	47	4	hybrid	hybrid	ADJ
bracis-19088	47	5	approaches	approach	NOUN
bracis-19088	47	6	that	that	PRON
bracis-19088	47	7	combine	combine	VERB
bracis-19088	47	8	entity	entity	NOUN
bracis-19088	47	9	-	-	PUNCT
bracis-19088	47	10	based	base	VERB
bracis-19088	47	11	and	and	CCONJ
bracis-19088	47	12	machine	machine	NOUN
bracis-19088	47	13	learning	learning	NOUN
bracis-19088	47	14	 	 	SPACE
bracis-19088	48	1	[	[	X
bracis-19088	48	2	3	3	NUM
bracis-19088	48	3	]	]	PUNCT
bracis-19088	48	4	;	;	PUNCT
bracis-19088	48	5	relevant	relevant	ADJ
bracis-19088	48	6	examples	example	NOUN
bracis-19088	48	7	are	be	AUX
bracis-19088	48	8	aqqu	aqqu	ADJ
bracis-19088	48	9	 	 	SPACE
bracis-19088	49	1	[	[	X
bracis-19088	49	2	34	34	NUM
bracis-19088	49	3	]	]	PUNCT
bracis-19088	49	4	,	,	PUNCT
bracis-19088	49	5	means	mean	VERB
bracis-19088	49	6	 	 	SPACE
bracis-19088	49	7	[	[	X
bracis-19088	49	8	35	35	NUM
bracis-19088	49	9	]	]	PUNCT
bracis-19088	49	10	and	and	CCONJ
bracis-19088	49	11	quest	quest	NOUN
bracis-19088	49	12	 	 	SPACE
bracis-19088	50	1	[	[	X
bracis-19088	50	2	33	33	NUM
bracis-19088	50	3	]	]	PUNCT
bracis-19088	50	4	.	.	PUNCT
bracis-19088	51	1	the	the	DET
bracis-19088	51	2	previous	previous	ADJ
bracis-19088	51	3	paragraphs	paragraph	NOUN
bracis-19088	51	4	contain	contain	VERB
bracis-19088	51	5	long	long	ADJ
bracis-19088	51	6	lists	list	NOUN
bracis-19088	51	7	of	of	ADP
bracis-19088	51	8	references	reference	NOUN
bracis-19088	51	9	that	that	PRON
bracis-19088	51	10	should	should	AUX
bracis-19088	51	11	suffice	suffice	VERB
bracis-19088	51	12	to	to	PART
bracis-19088	51	13	demonstrate	demonstrate	VERB
bracis-19088	51	14	that	that	DET
bracis-19088	51	15	translation	translation	NOUN
bracis-19088	51	16	from	from	ADP
bracis-19088	51	17	natural	natural	ADJ
bracis-19088	51	18	language	language	NOUN
bracis-19088	51	19	to	to	ADP
bracis-19088	51	20	sql	sql	NOUN
bracis-19088	51	21	is	be	AUX
bracis-19088	51	22	a	a	DET
bracis-19088	51	23	well	well	ADV
bracis-19088	51	24	explored	explore	VERB
bracis-19088	51	25	research	research	NOUN
bracis-19088	51	26	topic	topic	NOUN
bracis-19088	51	27	.	.	PUNCT
bracis-19088	52	1	the	the	DET
bracis-19088	52	2	field	field	NOUN
bracis-19088	52	3	is	be	AUX
bracis-19088	52	4	relatively	relatively	ADV
bracis-19088	52	5	mature	mature	ADJ
bracis-19088	52	6	and	and	CCONJ
bracis-19088	52	7	benchmarks	benchmark	NOUN
bracis-19088	52	8	for	for	ADP
bracis-19088	52	9	nl2sql	nl2sql	PROPN
bracis-19088	52	10	are	be	AUX
bracis-19088	52	11	now	now	ADV
bracis-19088	52	12	widely	widely	ADV
bracis-19088	52	13	used	use	VERB
bracis-19088	52	14	,	,	PUNCT
bracis-19088	52	15	containing	contain	VERB
bracis-19088	52	16	training	training	NOUN
bracis-19088	52	17	and	and	CCONJ
bracis-19088	52	18	testing	testing	NOUN
bracis-19088	52	19	data	datum	NOUN
bracis-19088	52	20	and	and	CCONJ
bracis-19088	52	21	ways	way	NOUN
bracis-19088	52	22	to	to	PART
bracis-19088	52	23	evaluate	evaluate	VERB
bracis-19088	52	24	new	new	ADJ
bracis-19088	52	25	proposals	proposal	NOUN
bracis-19088	52	26	.	.	PUNCT
bracis-19088	53	1	table	table	NOUN
bracis-19088	53	2	 	 	SPACE
bracis-19088	53	3	1	1	NUM
bracis-19088	53	4	shows	show	VERB
bracis-19088	53	5	a	a	DET
bracis-19088	53	6	few	few	ADJ
bracis-19088	53	7	important	important	ADJ
bracis-19088	53	8	datasets	dataset	NOUN
bracis-19088	53	9	in	in	ADP
bracis-19088	53	10	the	the	DET
bracis-19088	53	11	literature	literature	NOUN
bracis-19088	53	12	,	,	PUNCT
bracis-19088	53	13	reporting	report	VERB
bracis-19088	53	14	their	their	PRON
bracis-19088	53	15	number	number	NOUN
bracis-19088	53	16	of	of	ADP
bracis-19088	53	17	questions	question	NOUN
bracis-19088	53	18	,	,	PUNCT
bracis-19088	53	19	number	number	NOUN
bracis-19088	53	20	of	of	ADP
bracis-19088	53	21	sql	sql	NOUN
bracis-19088	53	22	queries	query	NOUN
bracis-19088	53	23	,	,	PUNCT
bracis-19088	53	24	number	number	NOUN
bracis-19088	53	25	of	of	ADP
bracis-19088	53	26	databases	database	NOUN
bracis-19088	53	27	,	,	PUNCT
bracis-19088	53	28	number	number	NOUN
bracis-19088	53	29	of	of	ADP
bracis-19088	53	30	domain	domain	NOUN
bracis-19088	53	31	and	and	CCONJ
bracis-19088	53	32	tables	table	NOUN
bracis-19088	53	33	per	per	ADP
bracis-19088	53	34	database	database	NOUN
bracis-19088	53	35	[	[	X
bracis-19088	53	36	20	20	NUM
bracis-19088	53	37	]	]	PUNCT
bracis-19088	53	38	.	.	PUNCT
bracis-19088	54	1	particularly	particularly	ADV
bracis-19088	54	2	,	,	PUNCT
bracis-19088	54	3	the	the	DET
bracis-19088	54	4	spider	spider	NOUN
bracis-19088	54	5	dataset	dataset	NOUN
bracis-19088	54	6	is	be	AUX
bracis-19088	54	7	a	a	DET
bracis-19088	54	8	popular	popular	ADJ
bracis-19088	54	9	resource	resource	NOUN
bracis-19088	54	10	that	that	PRON
bracis-19088	54	11	contains	contain	VERB
bracis-19088	54	12	200	200	NUM
bracis-19088	54	13	databases	database	NOUN
bracis-19088	54	14	with	with	ADP
bracis-19088	54	15	multiple	multiple	ADJ
bracis-19088	54	16	tables	table	NOUN
bracis-19088	54	17	under	under	ADP
bracis-19088	54	18	138	138	NUM
bracis-19088	54	19	domains.footnote	domains.footnote	PROPN
bracis-19088	54	20	1	1	NUM
bracis-19088	54	21	the	the	DET
bracis-19088	54	22	complexity	complexity	NOUN
bracis-19088	54	23	of	of	ADP
bracis-19088	54	24	these	these	DET
bracis-19088	54	25	tables	table	NOUN
bracis-19088	54	26	allows	allow	VERB
bracis-19088	54	27	testing	testing	NOUN
bracis-19088	54	28	complex	complex	ADJ
bracis-19088	54	29	nested	nest	VERB
bracis-19088	54	30	sql	sql	NOUN
bracis-19088	54	31	queries	query	NOUN
bracis-19088	54	32	.	.	PUNCT
bracis-19088	55	1	a	a	DET
bracis-19088	55	2	solid	solid	ADJ
bracis-19088	55	3	test	test	NOUN
bracis-19088	55	4	suite	suite	NOUN
bracis-19088	55	5	evaluation	evaluation	NOUN
bracis-19088	55	6	package	package	NOUN
bracis-19088	55	7	for	for	ADP
bracis-19088	55	8	testing	test	VERB
bracis-19088	55	9	against	against	ADP
bracis-19088	55	10	spider	spider	NOUN
bracis-19088	55	11	[	[	X
bracis-19088	55	12	46	46	NUM
bracis-19088	55	13	]	]	PUNCT
bracis-19088	55	14	is	be	AUX
bracis-19088	55	15	available;footnote	available;footnote	PROPN
bracis-19088	55	16	2	2	NUM
bracis-19088	55	17	in	in	ADP
bracis-19088	55	18	addition	addition	NOUN
bracis-19088	55	19	,	,	PUNCT
bracis-19088	55	20	there	there	PRON
bracis-19088	55	21	is	be	VERB
bracis-19088	55	22	a	a	DET
bracis-19088	55	23	very	very	ADV
bracis-19088	55	24	active	active	ADJ
bracis-19088	55	25	leaderboard	leaderboard	NOUN
bracis-19088	55	26	rank	rank	NOUN
bracis-19088	55	27	for	for	ADP
bracis-19088	55	28	tests	test	NOUN
bracis-19088	55	29	that	that	PRON
bracis-19088	55	30	use	use	VERB
bracis-19088	55	31	spider.footnote	spider.footnote	NUM
bracis-19088	55	32	3	3	NUM
bracis-19088	55	33	table	table	NOUN
bracis-19088	55	34	1	1	NUM
bracis-19088	55	35	.	.	PUNCT
bracis-19088	56	1	nl2sql	nl2sql	VERB
bracis-19088	56	2	benchmarks.full	benchmarks.full	NUM
bracis-19088	56	3	size	size	NOUN
bracis-19088	56	4	table	table	NOUN
bracis-19088	56	5	currently	currently	ADV
bracis-19088	56	6	,	,	PUNCT
bracis-19088	56	7	the	the	DET
bracis-19088	56	8	best	good	ADJ
bracis-19088	56	9	result	result	NOUN
bracis-19088	56	10	in	in	ADP
bracis-19088	56	11	the	the	DET
bracis-19088	56	12	spider	spider	NOUN
bracis-19088	56	13	leaderboard	leaderboard	NOUN
bracis-19088	56	14	for	for	ADP
bracis-19088	56	15	exact	exact	ADJ
bracis-19088	56	16	set	set	NOUN
bracis-19088	56	17	match	match	NOUN
bracis-19088	56	18	without	without	ADP
bracis-19088	56	19	values	value	NOUN
bracis-19088	56	20	,	,	PUNCT
bracis-19088	56	21	whereby	whereby	SCONJ
bracis-19088	56	22	a	a	DET
bracis-19088	56	23	paper	paper	NOUN
bracis-19088	56	24	and	and	CCONJ
bracis-19088	56	25	code	code	NOUN
bracis-19088	56	26	are	be	AUX
bracis-19088	56	27	available	available	ADJ
bracis-19088	56	28	,	,	PUNCT
bracis-19088	56	29	is	be	AUX
bracis-19088	56	30	the	the	DET
bracis-19088	56	31	entry	entry	NOUN
bracis-19088	56	32	by	by	ADP
bracis-19088	56	33	rat	rat	ADJ
bracis-19088	56	34	-	-	PUNCT
bracis-19088	56	35	sql+gap	sql+gap	NOUN
bracis-19088	56	36	[	[	X
bracis-19088	56	37	24].footnote	24].footnote	NUM
bracis-19088	56	38	4	4	NUM
bracis-19088	56	39	this	this	DET
bracis-19088	56	40	system	system	NOUN
bracis-19088	56	41	appears	appear	VERB
bracis-19088	56	42	in	in	ADP
bracis-19088	56	43	the	the	DET
bracis-19088	56	44	6th	6th	ADJ
bracis-19088	56	45	rank	rank	NOUN
bracis-19088	56	46	position	position	NOUN
bracis-19088	56	47	with	with	ADP
bracis-19088	56	48	dev	dev	PROPN
bracis-19088	56	49	0.718	0.718	NUM
bracis-19088	56	50	and	and	CCONJ
bracis-19088	56	51	test	test	NOUN
bracis-19088	56	52	0.697.footnote	0.697.footnote	NOUN
bracis-19088	56	53	5	5	NUM
bracis-19088	56	54	note	note	VERB
bracis-19088	56	55	that	that	SCONJ
bracis-19088	56	56	the	the	DET
bracis-19088	56	57	spider	spider	NOUN
bracis-19088	56	58	leaderboard	leaderboard	NOUN
bracis-19088	56	59	,	,	PUNCT
bracis-19088	56	60	as	as	ADP
bracis-19088	56	61	of	of	ADP
bracis-19088	56	62	august	august	PROPN
bracis-19088	56	63	2021	2021	NUM
bracis-19088	56	64	,	,	PUNCT
bracis-19088	56	65	displays	display	NOUN
bracis-19088	56	66	in	in	ADP
bracis-19088	56	67	the	the	DET
bracis-19088	56	68	1st	1st	ADJ
bracis-19088	56	69	rank	rank	NOUN
bracis-19088	56	70	position	position	NOUN
bracis-19088	56	71	lgesql	lgesql	NOUN
bracis-19088	56	72	 	 	SPACE
bracis-19088	57	1	[	[	X
bracis-19088	57	2	31	31	NUM
bracis-19088	57	3	]	]	PUNCT
bracis-19088	57	4	with	with	ADP
bracis-19088	57	5	dev	dev	NOUN
bracis-19088	57	6	0.751	0.751	ADJ
bracis-19088	57	7	and	and	CCONJ
bracis-19088	57	8	test	test	VERB
bracis-19088	57	9	0.720	0.720	NUM
bracis-19088	57	10	for	for	ADP
bracis-19088	57	11	exact	exact	ADJ
bracis-19088	57	12	set	set	NOUN
bracis-19088	57	13	match	match	NOUN
bracis-19088	57	14	without	without	ADP
bracis-19088	57	15	values	value	NOUN
bracis-19088	57	16	.	.	PUNCT
bracis-19088	58	1	thus	thus	ADV
bracis-19088	58	2	rat	rat	ADJ
bracis-19088	58	3	-	-	PUNCT
bracis-19088	58	4	sql+gap	sql+gap	PROPN
bracis-19088	58	5	is	be	AUX
bracis-19088	58	6	arguably	arguably	ADV
bracis-19088	58	7	at	at	ADP
bracis-19088	58	8	the	the	DET
bracis-19088	58	9	state	state	NOUN
bracis-19088	58	10	-	-	PUNCT
bracis-19088	58	11	of	of	ADP
bracis-19088	58	12	-	-	PUNCT
bracis-19088	58	13	art	art	NOUN
bracis-19088	58	14	in	in	ADP
bracis-19088	58	15	nl2sql	nl2sql	PROPN
bracis-19088	58	16	.	.	PUNCT
bracis-19088	59	1	rat	rat	ADJ
bracis-19088	59	2	-	-	PUNCT
bracis-19088	59	3	sql+gap	sql+gap	PROPN
bracis-19088	59	4	is	be	AUX
bracis-19088	59	5	based	base	VERB
bracis-19088	59	6	on	on	ADP
bracis-19088	59	7	the	the	DET
bracis-19088	59	8	rat	rat	ADJ
bracis-19088	59	9	-	-	ADJ
bracis-19088	59	10	sql	sql	NOUN
bracis-19088	59	11	package	package	NOUN
bracis-19088	59	12	(	(	PUNCT
bracis-19088	59	13	relation	relation	NOUN
bracis-19088	59	14	-	-	PUNCT
bracis-19088	59	15	aware	aware	ADJ
bracis-19088	59	16	transformer	transformer	NOUN
bracis-19088	59	17	sql	sql	NOUN
bracis-19088	59	18	)	)	PUNCT
bracis-19088	60	1	[	[	X
bracis-19088	60	2	23	23	NUM
bracis-19088	60	3	]	]	PUNCT
bracis-19088	60	4	.	.	PUNCT
bracis-19088	61	1	rat	rat	NOUN
bracis-19088	61	2	-	-	ADJ
bracis-19088	61	3	sql	sql	NOUN
bracis-19088	61	4	was	be	AUX
bracis-19088	61	5	proposed	propose	VERB
bracis-19088	61	6	in	in	ADP
bracis-19088	61	7	2019	2019	NUM
bracis-19088	61	8	as	as	ADP
bracis-19088	61	9	a	a	DET
bracis-19088	61	10	text	text	NOUN
bracis-19088	61	11	to	to	ADP
bracis-19088	61	12	sql	sql	PROPN
bracis-19088	61	13	parser	parser	NOUN
bracis-19088	61	14	based	base	VERB
bracis-19088	61	15	on	on	ADP
bracis-19088	61	16	the	the	DET
bracis-19088	61	17	bert	bert	PROPN
bracis-19088	61	18	language	language	PROPN
bracis-19088	61	19	model	model	NOUN
bracis-19088	61	20	[	[	X
bracis-19088	61	21	47	47	NUM
bracis-19088	61	22	]	]	PUNCT
bracis-19088	61	23	.	.	PUNCT
bracis-19088	62	1	package	package	NOUN
bracis-19088	62	2	rat	rat	ADJ
bracis-19088	62	3	-	-	ADJ
bracis-19088	62	4	sql	sql	ADJ
bracis-19088	62	5	version	version	NOUN
bracis-19088	62	6	3	3	NUM
bracis-19088	62	7	with	with	ADP
bracis-19088	62	8	bert	bert	PROPN
bracis-19088	62	9	is	be	AUX
bracis-19088	62	10	currently	currently	ADV
bracis-19088	62	11	the	the	DET
bracis-19088	62	12	14th	14th	ADJ
bracis-19088	62	13	entry	entry	NOUN
bracis-19088	62	14	in	in	ADP
bracis-19088	62	15	the	the	DET
bracis-19088	62	16	spider	spider	NOUN
bracis-19088	62	17	leaderboard	leaderboard	PROPN
bracis-19088	62	18	rank	rank	NOUN
bracis-19088	62	19	.	.	PUNCT
bracis-19088	63	1	rat	rat	ADJ
bracis-19088	63	2	-	-	PUNCT
bracis-19088	63	3	sql+gap	sql+gap	PROPN
bracis-19088	63	4	adds	add	VERB
bracis-19088	63	5	generation	generation	NOUN
bracis-19088	63	6	-	-	PUNCT
bracis-19088	63	7	augmented	augment	VERB
bracis-19088	63	8	pre	pre	NOUN
bracis-19088	63	9	-	-	NOUN
bracis-19088	63	10	training	training	ADJ
bracis-19088	63	11	(	(	PUNCT
bracis-19088	63	12	gap	gap	NOUN
bracis-19088	63	13	)	)	PUNCT
bracis-19088	63	14	to	to	ADP
bracis-19088	63	15	rat	rat	NOUN
bracis-19088	63	16	-	-	PUNCT
bracis-19088	63	17	sql	sql	NOUN
bracis-19088	63	18	.	.	PUNCT
bracis-19088	64	1	gap	gap	NOUN
bracis-19088	64	2	produces	produce	VERB
bracis-19088	64	3	synthetic	synthetic	ADJ
bracis-19088	64	4	data	datum	NOUN
bracis-19088	64	5	to	to	PART
bracis-19088	64	6	increase	increase	VERB
bracis-19088	64	7	the	the	DET
bracis-19088	64	8	dataset	dataset	ADJ
bracis-19088	64	9	size	size	NOUN
bracis-19088	64	10	to	to	PART
bracis-19088	64	11	improve	improve	VERB
bracis-19088	64	12	pre	pre	ADJ
bracis-19088	64	13	-	-	NOUN
bracis-19088	64	14	training	training	NOUN
bracis-19088	64	15	;	;	PUNCT
bracis-19088	64	16	the	the	DET
bracis-19088	64	17	whole	whole	ADJ
bracis-19088	64	18	generative	generative	ADJ
bracis-19088	64	19	models	model	NOUN
bracis-19088	64	20	are	be	AUX
bracis-19088	64	21	trained	train	VERB
bracis-19088	64	22	by	by	ADP
bracis-19088	64	23	fine	fine	ADV
bracis-19088	64	24	-	-	PUNCT
bracis-19088	64	25	tuning	tuning	VERB
bracis-19088	64	26	a	a	DET
bracis-19088	64	27	bart	bart	NOUN
bracis-19088	64	28	[	[	X
bracis-19088	64	29	48	48	NUM
bracis-19088	64	30	]	]	X
bracis-19088	64	31	large	large	ADJ
bracis-19088	64	32	model	model	NOUN
bracis-19088	64	33	.	.	PUNCT
bracis-19088	65	1	despite	despite	SCONJ
bracis-19088	65	2	the	the	DET
bracis-19088	65	3	substantial	substantial	ADJ
bracis-19088	65	4	number	number	NOUN
bracis-19088	65	5	of	of	ADP
bracis-19088	65	6	techniques	technique	NOUN
bracis-19088	65	7	,	,	PUNCT
bracis-19088	65	8	systems	system	NOUN
bracis-19088	65	9	and	and	CCONJ
bracis-19088	65	10	benchmarks	benchmark	NOUN
bracis-19088	65	11	for	for	ADP
bracis-19088	65	12	nl2sql	nl2sql	NOUN
bracis-19088	65	13	,	,	PUNCT
bracis-19088	65	14	most	most	ADJ
bracis-19088	65	15	of	of	ADP
bracis-19088	65	16	them	they	PRON
bracis-19088	65	17	focus	focus	VERB
bracis-19088	65	18	on	on	ADP
bracis-19088	65	19	the	the	DET
bracis-19088	65	20	english	english	ADJ
bracis-19088	65	21	language	language	NOUN
bracis-19088	65	22	.	.	PUNCT
bracis-19088	66	1	very	very	ADV
bracis-19088	66	2	few	few	ADJ
bracis-19088	66	3	results	result	NOUN
bracis-19088	66	4	can	can	AUX
bracis-19088	66	5	be	be	AUX
bracis-19088	66	6	found	find	VERB
bracis-19088	66	7	for	for	ADP
bracis-19088	66	8	input	input	NOUN
bracis-19088	66	9	questions	question	NOUN
bracis-19088	66	10	in	in	ADP
bracis-19088	66	11	the	the	DET
bracis-19088	66	12	portuguese	portuguese	ADJ
bracis-19088	66	13	language	language	NOUN
bracis-19088	66	14	,	,	PUNCT
bracis-19088	66	15	for	for	ADP
bracis-19088	66	16	example	example	NOUN
bracis-19088	66	17	.	.	PUNCT
bracis-19088	67	1	the	the	DET
bracis-19088	67	2	study	study	NOUN
bracis-19088	67	3	by	by	ADP
bracis-19088	67	4	silva	silva	PROPN
bracis-19088	67	5	et	et	PROPN
bracis-19088	67	6	al	al	PROPN
bracis-19088	67	7	.	.	PUNCT
bracis-19088	68	1	[	[	X
bracis-19088	68	2	51	51	NUM
bracis-19088	68	3	]	]	PUNCT
bracis-19088	68	4	presents	present	VERB
bracis-19088	68	5	an	an	DET
bracis-19088	68	6	architecture	architecture	NOUN
bracis-19088	68	7	for	for	ADP
bracis-19088	68	8	nl2sql	nl2sql	PROPN
bracis-19088	68	9	in	in	ADP
bracis-19088	68	10	which	which	PRON
bracis-19088	68	11	natural	natural	ADJ
bracis-19088	68	12	language	language	NOUN
bracis-19088	68	13	questions	question	NOUN
bracis-19088	68	14	in	in	ADP
bracis-19088	68	15	portuguese	portuguese	PROPN
bracis-19088	68	16	are	be	AUX
bracis-19088	68	17	translated	translate	VERB
bracis-19088	68	18	to	to	ADP
bracis-19088	68	19	the	the	DET
bracis-19088	68	20	english	english	ADJ
bracis-19088	68	21	language	language	NOUN
bracis-19088	68	22	on	on	ADP
bracis-19088	68	23	arrival	arrival	NOUN
bracis-19088	68	24	,	,	PUNCT
bracis-19088	68	25	and	and	CCONJ
bracis-19088	68	26	are	be	AUX
bracis-19088	68	27	then	then	ADV
bracis-19088	68	28	shipped	ship	VERB
bracis-19088	68	29	to	to	PART
bracis-19088	68	30	nl2sql	nl2sql	VERB
bracis-19088	68	31	existing	exist	VERB
bracis-19088	68	32	packages	package	NOUN
bracis-19088	68	33	.	.	PUNCT
bracis-19088	69	1	the	the	DET
bracis-19088	69	2	goal	goal	NOUN
bracis-19088	69	3	of	of	ADP
bracis-19088	69	4	this	this	DET
bracis-19088	69	5	paper	paper	NOUN
bracis-19088	69	6	is	be	AUX
bracis-19088	69	7	simple	simple	ADJ
bracis-19088	69	8	to	to	ADP
bracis-19088	69	9	state	state	NOUN
bracis-19088	69	10	:	:	PUNCT
bracis-19088	69	11	we	we	PRON
bracis-19088	69	12	present	present	VERB
bracis-19088	69	13	a	a	DET
bracis-19088	69	14	translator	translator	NOUN
bracis-19088	69	15	for	for	ADP
bracis-19088	69	16	queries	query	NOUN
bracis-19088	69	17	in	in	ADP
bracis-19088	69	18	portuguese	portuguese	ADJ
bracis-19088	69	19	natural	natural	ADJ
bracis-19088	69	20	language	language	NOUN
bracis-19088	69	21	into	into	ADP
bracis-19088	69	22	sql	sql	NOUN
bracis-19088	69	23	.	.	PUNCT
bracis-19088	70	1	we	we	PRON
bracis-19088	70	2	intend	intend	VERB
bracis-19088	70	3	to	to	PART
bracis-19088	70	4	study	study	VERB
bracis-19088	70	5	the	the	DET
bracis-19088	70	6	effect	effect	NOUN
bracis-19088	70	7	of	of	ADP
bracis-19088	70	8	replacing	replace	VERB
bracis-19088	70	9	the	the	DET
bracis-19088	70	10	questions	question	NOUN
bracis-19088	70	11	in	in	ADP
bracis-19088	70	12	the	the	DET
bracis-19088	70	13	spider	spider	NOUN
bracis-19088	70	14	dataset	dataset	VERB
bracis-19088	70	15	with	with	ADP
bracis-19088	70	16	translated	translate	VERB
bracis-19088	70	17	versions	version	NOUN
bracis-19088	70	18	,	,	PUNCT
bracis-19088	70	19	and	and	CCONJ
bracis-19088	70	20	also	also	ADV
bracis-19088	70	21	to	to	PART
bracis-19088	70	22	investigate	investigate	VERB
bracis-19088	70	23	how	how	SCONJ
bracis-19088	70	24	to	to	PART
bracis-19088	70	25	adapt	adapt	VERB
bracis-19088	70	26	the	the	DET
bracis-19088	70	27	rat	rat	ADJ
bracis-19088	70	28	-	-	PUNCT
bracis-19088	70	29	sql+gap	sql+gap	ADJ
bracis-19088	70	30	system	system	NOUN
bracis-19088	70	31	to	to	ADP
bracis-19088	70	32	the	the	DET
bracis-19088	70	33	needs	need	NOUN
bracis-19088	70	34	of	of	ADP
bracis-19088	70	35	a	a	DET
bracis-19088	70	36	different	different	ADJ
bracis-19088	70	37	language	language	NOUN
bracis-19088	70	38	.	.	PUNCT
bracis-19088	71	1	using	use	VERB
bracis-19088	71	2	a	a	DET
bracis-19088	71	3	new	new	ADJ
bracis-19088	71	4	version	version	NOUN
bracis-19088	71	5	of	of	ADP
bracis-19088	71	6	spider	spider	NOUN
bracis-19088	71	7	with	with	ADP
bracis-19088	71	8	rat	rat	ADJ
bracis-19088	71	9	-	-	PUNCT
bracis-19088	71	10	sql+gap	sql+gap	NOUN
bracis-19088	71	11	to	to	PART
bracis-19088	71	12	train	train	NOUN
bracis-19088	71	13	models	model	NOUN
bracis-19088	71	14	,	,	PUNCT
bracis-19088	71	15	we	we	PRON
bracis-19088	71	16	produce	produce	VERB
bracis-19088	71	17	inferences	inference	NOUN
bracis-19088	71	18	and	and	CCONJ
bracis-19088	71	19	compare	compare	VERB
bracis-19088	71	20	results	result	NOUN
bracis-19088	71	21	so	so	SCONJ
bracis-19088	71	22	as	as	SCONJ
bracis-19088	71	23	to	to	PART
bracis-19088	71	24	understand	understand	VERB
bracis-19088	71	25	the	the	DET
bracis-19088	71	26	difficulties	difficulty	NOUN
bracis-19088	71	27	and	and	CCONJ
bracis-19088	71	28	limitations	limitation	NOUN
bracis-19088	71	29	of	of	ADP
bracis-19088	71	30	various	various	ADJ
bracis-19088	71	31	ideas	idea	NOUN
bracis-19088	71	32	.	.	PUNCT
bracis-19088	72	1	what	what	PRON
bracis-19088	72	2	we	we	PRON
bracis-19088	72	3	found	find	VERB
bracis-19088	72	4	is	be	AUX
bracis-19088	72	5	that	that	SCONJ
bracis-19088	72	6	,	,	PUNCT
bracis-19088	72	7	by	by	ADP
bracis-19088	72	8	focusing	focus	VERB
bracis-19088	72	9	on	on	ADP
bracis-19088	72	10	portuguese	portuguese	ADJ
bracis-19088	72	11	,	,	PUNCT
bracis-19088	72	12	we	we	PRON
bracis-19088	72	13	actually	actually	ADV
bracis-19088	72	14	produced	produce	VERB
bracis-19088	72	15	methods	method	NOUN
bracis-19088	72	16	and	and	CCONJ
bracis-19088	72	17	results	result	NOUN
bracis-19088	72	18	that	that	PRON
bracis-19088	72	19	apply	apply	VERB
bracis-19088	72	20	to	to	ADP
bracis-19088	72	21	any	any	DET
bracis-19088	72	22	multilingual	multilingual	ADJ
bracis-19088	72	23	nl2sql	nl2sql	NOUN
bracis-19088	72	24	task	task	NOUN
bracis-19088	72	25	.	.	PUNCT
bracis-19088	73	1	an	an	DET
bracis-19088	73	2	important	important	ADJ
bracis-19088	73	3	insight	insight	NOUN
bracis-19088	73	4	(	(	PUNCT
bracis-19088	73	5	and	and	CCONJ
bracis-19088	73	6	possibly	possibly	ADV
bracis-19088	73	7	the	the	DET
bracis-19088	73	8	main	main	ADJ
bracis-19088	73	9	contribution	contribution	NOUN
bracis-19088	73	10	of	of	ADP
bracis-19088	73	11	this	this	DET
bracis-19088	73	12	paper	paper	NOUN
bracis-19088	73	13	)	)	PUNCT
bracis-19088	73	14	is	be	AUX
bracis-19088	73	15	dealing	deal	VERB
bracis-19088	73	16	with	with	ADP
bracis-19088	73	17	a	a	DET
bracis-19088	73	18	non	non	ADJ
bracis-19088	73	19	-	-	ADJ
bracis-19088	73	20	english	english	ADJ
bracis-19088	73	21	language	language	NOUN
bracis-19088	73	22	,	,	PUNCT
bracis-19088	73	23	such	such	ADJ
bracis-19088	73	24	as	as	ADP
bracis-19088	73	25	portuguese	portuguese	ADJ
bracis-19088	73	26	,	,	PUNCT
bracis-19088	73	27	we	we	PRON
bracis-19088	73	28	greatly	greatly	ADV
bracis-19088	73	29	benefit	benefit	VERB
bracis-19088	73	30	from	from	ADP
bracis-19088	73	31	taking	take	VERB
bracis-19088	73	32	a	a	DET
bracis-19088	73	33	multilingual	multilingual	ADJ
bracis-19088	73	34	approach	approach	NOUN
bracis-19088	73	35	that	that	PRON
bracis-19088	73	36	puts	put	VERB
bracis-19088	73	37	together	together	ADV
bracis-19088	73	38	english	english	PROPN
bracis-19088	73	39	and	and	CCONJ
bracis-19088	73	40	the	the	DET
bracis-19088	73	41	other	other	ADJ
bracis-19088	73	42	language	language	NOUN
bracis-19088	73	43	—	—	PUNCT
bracis-19088	73	44	in	in	ADP
bracis-19088	73	45	our	our	PRON
bracis-19088	73	46	case	case	NOUN
bracis-19088	73	47	,	,	PUNCT
bracis-19088	73	48	english	english	NOUN
bracis-19088	73	49	and	and	CCONJ
bracis-19088	73	50	portuguese	portuguese	ADJ
bracis-19088	73	51	.	.	PUNCT
bracis-19088	74	1	we	we	PRON
bracis-19088	74	2	later	later	ADV
bracis-19088	74	3	stress	stress	VERB
bracis-19088	74	4	this	this	DET
bracis-19088	74	5	idea	idea	NOUN
bracis-19088	74	6	when	when	SCONJ
bracis-19088	74	7	we	we	PRON
bracis-19088	74	8	discuss	discuss	VERB
bracis-19088	74	9	our	our	PRON
bracis-19088	74	10	experiments	experiment	NOUN
bracis-19088	74	11	.	.	PUNCT
bracis-19088	75	1	we	we	PRON
bracis-19088	75	2	thus	thus	ADV
bracis-19088	75	3	refer	refer	VERB
bracis-19088	75	4	to	to	ADP
bracis-19088	75	5	our	our	PRON
bracis-19088	75	6	“	"	PUNCT
bracis-19088	75	7	multilingual	multilingual	ADJ
bracis-19088	75	8	-	-	PUNCT
bracis-19088	75	9	ready	ready	ADJ
bracis-19088	75	10	”	"	PUNCT
bracis-19088	75	11	version	version	NOUN
bracis-19088	75	12	of	of	ADP
bracis-19088	75	13	rat	rat	NOUN
bracis-19088	75	14	-	-	PUNCT
bracis-19088	75	15	sql+gap	sql+gap	NOUN
bracis-19088	75	16	as	as	ADP
bracis-19088	75	17	mrat	mrat	NOUN
bracis-19088	75	18	-	-	PUNCT
bracis-19088	75	19	sql+gap	sql+gap	ADJ
bracis-19088	75	20	;	;	PUNCT
bracis-19088	75	21	all	all	DET
bracis-19088	75	22	code	code	NOUN
bracis-19088	75	23	and	and	CCONJ
bracis-19088	75	24	relevant	relevant	ADJ
bracis-19088	75	25	data	datum	NOUN
bracis-19088	75	26	related	relate	VERB
bracis-19088	75	27	to	to	ADP
bracis-19088	75	28	this	this	DET
bracis-19088	75	29	system	system	NOUN
bracis-19088	75	30	are	be	AUX
bracis-19088	75	31	freely	freely	ADV
bracis-19088	75	32	availablefootnote	availablefootnote	ADJ
bracis-19088	75	33	6	6	NUM
bracis-19088	75	34	.	.	SYM
bracis-19088	75	35	2	2	NUM
bracis-19088	75	36	preliminary	preliminary	ADJ
bracis-19088	75	37	tasks	task	NOUN
bracis-19088	75	38	the	the	DET
bracis-19088	75	39	adaptation	adaptation	NOUN
bracis-19088	75	40	to	to	PART
bracis-19088	75	41	language	language	VERB
bracis-19088	75	42	other	other	ADJ
bracis-19088	75	43	than	than	ADP
bracis-19088	75	44	english	english	ADJ
bracis-19088	75	45	demands	demand	NOUN
bracis-19088	75	46	at	at	ADP
bracis-19088	75	47	least	least	ADJ
bracis-19088	75	48	the	the	DET
bracis-19088	75	49	translation	translation	NOUN
bracis-19088	75	50	of	of	ADP
bracis-19088	75	51	the	the	DET
bracis-19088	75	52	dataset	dataset	NOUN
bracis-19088	75	53	and	and	CCONJ
bracis-19088	75	54	changing	change	VERB
bracis-19088	75	55	the	the	DET
bracis-19088	75	56	code	code	NOUN
bracis-19088	75	57	to	to	PART
bracis-19088	75	58	read	read	VERB
bracis-19088	75	59	and	and	CCONJ
bracis-19088	75	60	write	write	VERB
bracis-19088	75	61	files	file	NOUN
bracis-19088	75	62	utf-8	utf-8	PUNCT
bracis-19088	75	63	encoding	encode	VERB
bracis-19088	75	64	.	.	PUNCT
bracis-19088	76	1	2.1	2.1	NUM
bracis-19088	76	2	translating	translate	VERB
bracis-19088	76	3	the	the	DET
bracis-19088	76	4	 	 	SPACE
bracis-19088	76	5	spider	spider	NOUN
bracis-19088	76	6	dataset	dataset	VERB
bracis-19088	76	7	the	the	DET
bracis-19088	76	8	translation	translation	NOUN
bracis-19088	76	9	to	to	ADP
bracis-19088	76	10	the	the	DET
bracis-19088	76	11	portuguese	portuguese	ADJ
bracis-19088	76	12	language	language	NOUN
bracis-19088	76	13	in	in	ADP
bracis-19088	76	14	the	the	DET
bracis-19088	76	15	nl2sql	nl2sql	PROPN
bracis-19088	76	16	task	task	NOUN
bracis-19088	76	17	evolves	evolve	VERB
bracis-19088	76	18	the	the	DET
bracis-19088	76	19	natural	natural	ADJ
bracis-19088	76	20	language	language	NOUN
bracis-19088	76	21	part	part	NOUN
bracis-19088	76	22	,	,	PUNCT
bracis-19088	76	23	the	the	DET
bracis-19088	76	24	questions	question	NOUN
bracis-19088	76	25	.	.	PUNCT
bracis-19088	77	1	the	the	DET
bracis-19088	77	2	sql	sql	NOUN
bracis-19088	77	3	queries	query	NOUN
bracis-19088	77	4	must	must	AUX
bracis-19088	77	5	remain	remain	VERB
bracis-19088	77	6	the	the	DET
bracis-19088	77	7	same	same	ADJ
bracis-19088	77	8	to	to	PART
bracis-19088	77	9	make	make	VERB
bracis-19088	77	10	sense	sense	NOUN
bracis-19088	77	11	.	.	PUNCT
bracis-19088	78	1	to	to	PART
bracis-19088	78	2	translate	translate	VERB
bracis-19088	78	3	the	the	DET
bracis-19088	78	4	questions	question	NOUN
bracis-19088	78	5	,	,	PUNCT
bracis-19088	78	6	it	it	PRON
bracis-19088	78	7	is	be	AUX
bracis-19088	78	8	important	important	ADJ
bracis-19088	78	9	to	to	PART
bracis-19088	78	10	extract	extract	VERB
bracis-19088	78	11	them	they	PRON
bracis-19088	78	12	from	from	ADP
bracis-19088	78	13	specific	specific	ADJ
bracis-19088	78	14	.json	.json	NOUN
bracis-19088	78	15	files	file	NOUN
bracis-19088	78	16	.	.	PUNCT
bracis-19088	79	1	the	the	DET
bracis-19088	79	2	spider	spider	NOUN
bracis-19088	79	3	dataset	dataset	NOUN
bracis-19088	79	4	has	have	VERB
bracis-19088	79	5	three	three	NUM
bracis-19088	79	6	files	file	NOUN
bracis-19088	79	7	that	that	PRON
bracis-19088	79	8	contain	contain	VERB
bracis-19088	79	9	input	input	NOUN
bracis-19088	79	10	questions	question	NOUN
bracis-19088	79	11	and	and	CCONJ
bracis-19088	79	12	their	their	PRON
bracis-19088	79	13	corresponding	correspond	VERB
bracis-19088	79	14	sql	sql	NOUN
bracis-19088	79	15	queries	query	NOUN
bracis-19088	79	16	:	:	PUNCT
bracis-19088	79	17	dev.json	dev.json	NOUN
bracis-19088	79	18	,	,	PUNCT
bracis-19088	79	19	train_others.json	train_others.json	PROPN
bracis-19088	79	20	,	,	PUNCT
bracis-19088	79	21	and	and	CCONJ
bracis-19088	79	22	train_spider.json	train_spider.json	NOUN
bracis-19088	79	23	.	.	PUNCT
bracis-19088	80	1	we	we	PRON
bracis-19088	80	2	extracted	extract	VERB
bracis-19088	80	3	the	the	DET
bracis-19088	80	4	questions	question	NOUN
bracis-19088	80	5	and	and	CCONJ
bracis-19088	80	6	translated	translate	VERB
bracis-19088	80	7	them	they	PRON
bracis-19088	80	8	using	use	VERB
bracis-19088	80	9	the	the	DET
bracis-19088	80	10	google	google	PROPN
bracis-19088	80	11	cloud	cloud	NOUN
bracis-19088	80	12	translation	translation	NOUN
bracis-19088	80	13	api.footnote	api.footnote	ADP
bracis-19088	80	14	7	7	NUM
bracis-19088	80	15	.	.	PUNCT
bracis-19088	80	16	table	table	NOUN
bracis-19088	80	17	 	 	SPACE
bracis-19088	80	18	2	2	NUM
bracis-19088	80	19	presents	present	VERB
bracis-19088	80	20	the	the	DET
bracis-19088	80	21	number	number	NOUN
bracis-19088	80	22	of	of	ADP
bracis-19088	80	23	questions	question	NOUN
bracis-19088	80	24	and	and	CCONJ
bracis-19088	80	25	number	number	NOUN
bracis-19088	80	26	of	of	ADP
bracis-19088	80	27	characters	character	NOUN
bracis-19088	80	28	per	per	ADP
bracis-19088	80	29	file	file	NOUN
bracis-19088	80	30	(	(	PUNCT
bracis-19088	80	31	just	just	ADV
bracis-19088	80	32	for	for	ADP
bracis-19088	80	33	the	the	DET
bracis-19088	80	34	questions	question	NOUN
bracis-19088	80	35	)	)	PUNCT
bracis-19088	80	36	.	.	PUNCT
bracis-19088	81	1	the	the	DET
bracis-19088	81	2	code	code	NOUN
bracis-19088	81	3	that	that	PRON
bracis-19088	81	4	reads	read	VERB
bracis-19088	81	5	the	the	DET
bracis-19088	81	6	original	original	ADJ
bracis-19088	81	7	files	file	NOUN
bracis-19088	81	8	and	and	CCONJ
bracis-19088	81	9	that	that	PRON
bracis-19088	81	10	generates	generate	VERB
bracis-19088	81	11	translated	translate	VERB
bracis-19088	81	12	versions	version	NOUN
bracis-19088	81	13	relies	rely	VERB
bracis-19088	81	14	on	on	ADP
bracis-19088	81	15	the	the	DET
bracis-19088	81	16	utf-8	utf-8	PUNCT
bracis-19088	81	17	encoding	encoding	NOUN
bracis-19088	81	18	so	so	ADV
bracis-19088	81	19	as	as	SCONJ
bracis-19088	81	20	to	to	PART
bracis-19088	81	21	accept	accept	VERB
bracis-19088	81	22	portuguese	portuguese	ADJ
bracis-19088	81	23	characters	character	NOUN
bracis-19088	81	24	;	;	PUNCT
bracis-19088	81	25	several	several	ADJ
bracis-19088	81	26	files	file	NOUN
bracis-19088	81	27	were	be	AUX
bracis-19088	81	28	generated	generate	VERB
bracis-19088	81	29	in	in	ADP
bracis-19088	81	30	the	the	DET
bracis-19088	81	31	process	process	NOUN
bracis-19088	81	32	(	(	PUNCT
bracis-19088	81	33	.txt	.txt	PUNCT
bracis-19088	81	34	just	just	ADV
bracis-19088	81	35	for	for	ADP
bracis-19088	81	36	the	the	DET
bracis-19088	81	37	translated	translate	VERB
bracis-19088	81	38	questions	question	NOUN
bracis-19088	81	39	,	,	PUNCT
bracis-19088	81	40	.csv	.csv	PUNCT
bracis-19088	81	41	for	for	ADP
bracis-19088	81	42	the	the	DET
bracis-19088	81	43	sql	sql	NOUN
bracis-19088	81	44	queries	query	NOUN
bracis-19088	81	45	and	and	CCONJ
bracis-19088	81	46	original	original	ADJ
bracis-19088	81	47	/	/	SYM
bracis-19088	81	48	translated	translate	VERB
bracis-19088	81	49	questions	question	NOUN
bracis-19088	81	50	,	,	PUNCT
bracis-19088	81	51	.json	.json	PUNCT
bracis-19088	81	52	for	for	ADP
bracis-19088	81	53	the	the	DET
bracis-19088	81	54	translated	translate	VERB
bracis-19088	81	55	questions	question	NOUN
bracis-19088	81	56	)	)	PUNCT
bracis-19088	81	57	.	.	PUNCT
bracis-19088	82	1	table	table	NOUN
bracis-19088	82	2	2	2	NUM
bracis-19088	82	3	.	.	X
bracis-19088	82	4	number	number	NOUN
bracis-19088	82	5	of	of	ADP
bracis-19088	82	6	questions	question	NOUN
bracis-19088	82	7	and	and	CCONJ
bracis-19088	82	8	characters	character	NOUN
bracis-19088	82	9	per	per	ADP
bracis-19088	82	10	file.full	file.full	ADJ
bracis-19088	82	11	size	size	NOUN
bracis-19088	82	12	table	table	NOUN
bracis-19088	82	13	we	we	PRON
bracis-19088	82	14	then	then	ADV
bracis-19088	82	15	conducted	conduct	VERB
bracis-19088	82	16	a	a	DET
bracis-19088	82	17	revision	revision	NOUN
bracis-19088	82	18	process	process	NOUN
bracis-19088	82	19	by	by	ADP
bracis-19088	82	20	going	go	VERB
bracis-19088	82	21	through	through	ADP
bracis-19088	82	22	the	the	DET
bracis-19088	82	23	text	text	NOUN
bracis-19088	82	24	file	file	NOUN
bracis-19088	82	25	and	and	CCONJ
bracis-19088	82	26	looking	look	VERB
bracis-19088	82	27	for	for	ADP
bracis-19088	82	28	questions	question	NOUN
bracis-19088	82	29	in	in	ADP
bracis-19088	82	30	the	the	DET
bracis-19088	82	31	csv	csv	NOUN
bracis-19088	82	32	file	file	NOUN
bracis-19088	82	33	(	(	PUNCT
bracis-19088	82	34	together	together	ADV
bracis-19088	82	35	with	with	ADP
bracis-19088	82	36	the	the	DET
bracis-19088	82	37	corresponding	corresponding	ADJ
bracis-19088	82	38	sql	sql	NOUN
bracis-19088	82	39	queries	query	NOUN
bracis-19088	82	40	)	)	PUNCT
bracis-19088	82	41	.	.	PUNCT
bracis-19088	83	1	after	after	ADP
bracis-19088	83	2	the	the	DET
bracis-19088	83	3	revision	revision	NOUN
bracis-19088	83	4	,	,	PUNCT
bracis-19088	83	5	a	a	DET
bracis-19088	83	6	new	new	ADJ
bracis-19088	83	7	.json	.json	NOUN
bracis-19088	83	8	file	file	NOUN
bracis-19088	83	9	was	be	AUX
bracis-19088	83	10	generated	generate	VERB
bracis-19088	83	11	with	with	ADP
bracis-19088	83	12	these	these	DET
bracis-19088	83	13	translated	translate	VERB
bracis-19088	83	14	and	and	CCONJ
bracis-19088	83	15	revised	revise	VERB
bracis-19088	83	16	questions	question	NOUN
bracis-19088	83	17	.	.	PUNCT
bracis-19088	84	1	table	table	NOUN
bracis-19088	84	2	 	 	SPACE
bracis-19088	84	3	3	3	NUM
bracis-19088	84	4	shows	show	VERB
bracis-19088	84	5	four	four	NUM
bracis-19088	84	6	examples	example	NOUN
bracis-19088	84	7	of	of	ADP
bracis-19088	84	8	translated	translate	VERB
bracis-19088	84	9	questions	question	NOUN
bracis-19088	84	10	.	.	PUNCT
bracis-19088	85	1	table	table	NOUN
bracis-19088	85	2	3	3	NUM
bracis-19088	85	3	.	.	X
bracis-19088	85	4	translation	translation	NOUN
bracis-19088	85	5	examples.full	examples.full	NUM
bracis-19088	85	6	size	size	NOUN
bracis-19088	85	7	table	table	NOUN
bracis-19088	85	8	adapting	adapt	VERB
bracis-19088	85	9	the	the	DET
bracis-19088	85	10	rat	rat	ADJ
bracis-19088	85	11	-	-	PUNCT
bracis-19088	85	12	sql+gap	sql+gap	ADJ
bracis-19088	85	13	system	system	NOUN
bracis-19088	85	14	.	.	PUNCT
bracis-19088	86	1	we	we	PRON
bracis-19088	86	2	had	have	VERB
bracis-19088	86	3	to	to	PART
bracis-19088	86	4	change	change	VERB
bracis-19088	86	5	the	the	DET
bracis-19088	86	6	rat	rat	NOUN
bracis-19088	86	7	-	-	PUNCT
bracis-19088	86	8	sql+	sql+	PROPN
bracis-19088	86	9	gap	gap	NOUN
bracis-19088	86	10	code	code	NOUN
bracis-19088	86	11	to	to	PART
bracis-19088	86	12	allow	allow	VERB
bracis-19088	86	13	multilingual	multilingual	ADJ
bracis-19088	86	14	processing	processing	NOUN
bracis-19088	86	15	.	.	PUNCT
bracis-19088	87	1	for	for	ADP
bracis-19088	87	2	instance	instance	NOUN
bracis-19088	87	3	,	,	PUNCT
bracis-19088	87	4	the	the	DET
bracis-19088	87	5	original	original	ADJ
bracis-19088	87	6	python	python	NOUN
bracis-19088	87	7	code	code	NOUN
bracis-19088	87	8	is	be	AUX
bracis-19088	87	9	not	not	PART
bracis-19088	87	10	prepared	prepared	ADJ
bracis-19088	87	11	to	to	PART
bracis-19088	87	12	handle	handle	VERB
bracis-19088	87	13	utf-8	utf-8	PUNCT
bracis-19088	87	14	files	file	NOUN
bracis-19088	87	15	;	;	PUNCT
bracis-19088	87	16	thus	thus	ADV
bracis-19088	87	17	,	,	PUNCT
bracis-19088	87	18	we	we	PRON
bracis-19088	87	19	had	have	VERB
bracis-19088	87	20	to	to	PART
bracis-19088	87	21	modify	modify	VERB
bracis-19088	87	22	the	the	DET
bracis-19088	87	23	occurrences	occurrence	NOUN
bracis-19088	87	24	of	of	ADP
bracis-19088	87	25	“	"	PUNCT
bracis-19088	87	26	open	open	ADJ
bracis-19088	87	27	”	"	PUNCT
bracis-19088	87	28	and	and	CCONJ
bracis-19088	87	29	“	"	PUNCT
bracis-19088	87	30	json.dump	json.dump	NOUN
bracis-19088	87	31	”	"	PUNCT
bracis-19088	87	32	commands	command	NOUN
bracis-19088	87	33	,	,	PUNCT
bracis-19088	87	34	together	together	ADV
bracis-19088	87	35	with	with	ADP
bracis-19088	87	36	a	a	DET
bracis-19088	87	37	few	few	ADJ
bracis-19088	87	38	other	other	ADJ
bracis-19088	87	39	changes	change	NOUN
bracis-19088	87	40	.	.	PUNCT
bracis-19088	88	1	we	we	PRON
bracis-19088	88	2	ran	run	VERB
bracis-19088	88	3	a	a	DET
bracis-19088	88	4	rat	rat	ADJ
bracis-19088	88	5	-	-	PUNCT
bracis-19088	88	6	sql+gap	sql+gap	ADJ
bracis-19088	88	7	test	test	NOUN
bracis-19088	88	8	and	and	CCONJ
bracis-19088	88	9	checked	check	VERB
bracis-19088	88	10	whether	whether	SCONJ
bracis-19088	88	11	all	all	DET
bracis-19088	88	12	the	the	DET
bracis-19088	88	13	characters	character	NOUN
bracis-19088	88	14	employed	employ	VERB
bracis-19088	88	15	in	in	ADP
bracis-19088	88	16	portuguese	portuguese	PROPN
bracis-19088	88	17	were	be	AUX
bracis-19088	88	18	preserved	preserve	VERB
bracis-19088	88	19	.	.	PUNCT
bracis-19088	89	1	we	we	PRON
bracis-19088	89	2	also	also	ADV
bracis-19088	89	3	noticed	notice	VERB
bracis-19088	89	4	lemmatization	lemmatization	NOUN
bracis-19088	89	5	errors	error	NOUN
bracis-19088	89	6	in	in	ADP
bracis-19088	89	7	preprocessed	preprocesse	VERB
bracis-19088	89	8	files	file	NOUN
bracis-19088	89	9	.	.	PUNCT
bracis-19088	90	1	as	as	SCONJ
bracis-19088	90	2	the	the	DET
bracis-19088	90	3	original	original	ADJ
bracis-19088	90	4	code	code	NOUN
bracis-19088	90	5	for	for	ADP
bracis-19088	90	6	rat	rat	ADJ
bracis-19088	90	7	-	-	PUNCT
bracis-19088	90	8	sql+gap	sql+gap	PROPN
bracis-19088	90	9	relies	rely	VERB
bracis-19088	90	10	on	on	ADP
bracis-19088	90	11	the	the	DET
bracis-19088	90	12	stanford	stanford	PROPN
bracis-19088	90	13	corenlp	corenlp	PROPN
bracis-19088	90	14	lemmatization	lemmatization	PROPN
bracis-19088	90	15	tool	tool	NOUN
bracis-19088	90	16	that	that	PRON
bracis-19088	90	17	currently	currently	ADV
bracis-19088	90	18	does	do	AUX
bracis-19088	90	19	not	not	PART
bracis-19088	90	20	support	support	VERB
bracis-19088	90	21	portuguese	portuguese	ADJ
bracis-19088	90	22	,	,	PUNCT
bracis-19088	90	23	it	it	PRON
bracis-19088	90	24	was	be	AUX
bracis-19088	90	25	replaced	replace	VERB
bracis-19088	90	26	by	by	ADP
bracis-19088	90	27	simplemma.footnote	simplemma.footnote	PROPN
bracis-19088	90	28	8	8	NUM
bracis-19088	90	29	the	the	DET
bracis-19088	90	30	latter	latter	ADJ
bracis-19088	90	31	package	package	NOUN
bracis-19088	90	32	supports	support	VERB
bracis-19088	90	33	multilingual	multilingual	ADJ
bracis-19088	90	34	texts	text	NOUN
bracis-19088	90	35	,	,	PUNCT
bracis-19088	90	36	and	and	CCONJ
bracis-19088	90	37	particularly	particularly	ADV
bracis-19088	90	38	supports	support	VERB
bracis-19088	90	39	portuguese	portuguese	PROPN
bracis-19088	90	40	and	and	CCONJ
bracis-19088	90	41	english	english	PROPN
bracis-19088	90	42	.	.	PUNCT
bracis-19088	91	1	training	training	NOUN
bracis-19088	91	2	.	.	PUNCT
bracis-19088	92	1	the	the	DET
bracis-19088	92	2	original	original	ADJ
bracis-19088	92	3	language	language	NOUN
bracis-19088	92	4	model	model	NOUN
bracis-19088	92	5	at	at	ADP
bracis-19088	92	6	the	the	DET
bracis-19088	92	7	heart	heart	NOUN
bracis-19088	92	8	of	of	ADP
bracis-19088	92	9	rat	rat	ADJ
bracis-19088	92	10	-	-	PUNCT
bracis-19088	92	11	sql+gap	sql+gap	PROPN
bracis-19088	92	12	is	be	AUX
bracis-19088	92	13	bart	bart	NOUN
bracis-19088	92	14	-	-	PUNCT
bracis-19088	92	15	largefootnote	largefootnote	NOUN
bracis-19088	92	16	9	9	NUM
bracis-19088	92	17	 	 	SPACE
bracis-19088	92	18	[	[	PUNCT
bracis-19088	92	19	48	48	NUM
bracis-19088	92	20	]	]	PUNCT
bracis-19088	92	21	,	,	PUNCT
bracis-19088	92	22	a	a	DET
bracis-19088	92	23	language	language	NOUN
bracis-19088	92	24	model	model	NOUN
bracis-19088	92	25	pretrained	pretraine	VERB
bracis-19088	92	26	for	for	ADP
bracis-19088	92	27	the	the	DET
bracis-19088	92	28	english	english	ADJ
bracis-19088	92	29	language	language	NOUN
bracis-19088	92	30	.	.	PUNCT
bracis-19088	93	1	we	we	PRON
bracis-19088	93	2	had	have	VERB
bracis-19088	93	3	to	to	PART
bracis-19088	93	4	change	change	VERB
bracis-19088	93	5	that	that	DET
bracis-19088	93	6	model	model	NOUN
bracis-19088	93	7	to	to	ADP
bracis-19088	93	8	another	another	DET
bracis-19088	93	9	one	one	NOUN
bracis-19088	93	10	that	that	PRON
bracis-19088	93	11	was	be	AUX
bracis-19088	93	12	pretrained	pretraine	VERB
bracis-19088	93	13	for	for	ADP
bracis-19088	93	14	the	the	DET
bracis-19088	93	15	portuguese	portuguese	ADJ
bracis-19088	93	16	language	language	NOUN
bracis-19088	93	17	.	.	PUNCT
bracis-19088	94	1	a	a	DET
bracis-19088	94	2	sensible	sensible	ADJ
bracis-19088	94	3	option	option	NOUN
bracis-19088	94	4	was	be	AUX
bracis-19088	94	5	to	to	PART
bracis-19088	94	6	work	work	VERB
bracis-19088	94	7	with	with	ADP
bracis-19088	94	8	a	a	DET
bracis-19088	94	9	multilingual	multilingual	ADJ
bracis-19088	94	10	sequence	sequence	NOUN
bracis-19088	94	11	-	-	PUNCT
bracis-19088	94	12	to	to	ADP
bracis-19088	94	13	-	-	PUNCT
bracis-19088	94	14	sequence	sequence	NOUN
bracis-19088	94	15	bart	bart	PROPN
bracis-19088	94	16	model	model	PROPN
bracis-19088	94	17	;	;	PUNCT
bracis-19088	94	18	the	the	DET
bracis-19088	94	19	choice	choice	NOUN
bracis-19088	94	20	was	be	AUX
bracis-19088	94	21	mbart-50footnote	mbart-50footnote	NOUN
bracis-19088	94	22	10	10	NUM
bracis-19088	95	1	[	[	X
bracis-19088	95	2	50	50	NUM
bracis-19088	95	3	]	]	PUNCT
bracis-19088	95	4	because	because	SCONJ
bracis-19088	95	5	it	it	PRON
bracis-19088	95	6	covers	cover	VERB
bracis-19088	95	7	portuguese	portuguese	ADJ
bracis-19088	95	8	and	and	CCONJ
bracis-19088	95	9	english	english	ADJ
bracis-19088	95	10	languages	language	NOUN
bracis-19088	95	11	(	(	PUNCT
bracis-19088	95	12	amongst	amongst	ADP
bracis-19088	95	13	many	many	ADJ
bracis-19088	95	14	others	other	NOUN
bracis-19088	95	15	)	)	PUNCT
bracis-19088	95	16	.	.	PUNCT
bracis-19088	96	1	another	another	DET
bracis-19088	96	2	language	language	NOUN
bracis-19088	96	3	model	model	NOUN
bracis-19088	96	4	we	we	PRON
bracis-19088	96	5	investigated	investigate	VERB
bracis-19088	96	6	was	be	AUX
bracis-19088	96	7	the	the	DET
bracis-19088	96	8	bertimbau	bertimbau	NOUN
bracis-19088	96	9	-	-	PUNCT
bracis-19088	96	10	basefootnote	basefootnote	NOUN
bracis-19088	96	11	11	11	NUM
bracis-19088	96	12	[	[	X
bracis-19088	96	13	49	49	NUM
bracis-19088	96	14	]	]	PUNCT
bracis-19088	96	15	,	,	PUNCT
bracis-19088	96	16	as	as	ADP
bracis-19088	96	17	rat	rat	ADJ
bracis-19088	96	18	-	-	ADJ
bracis-19088	96	19	sql	sql	NOUN
bracis-19088	96	20	works	work	NOUN
bracis-19088	96	21	with	with	ADP
bracis-19088	96	22	bert	bert	PROPN
bracis-19088	96	23	;	;	PUNCT
bracis-19088	96	24	the	the	DET
bracis-19088	96	25	move	move	NOUN
bracis-19088	96	26	to	to	PART
bracis-19088	96	27	berttimbau	berttimbau	VERB
bracis-19088	96	28	,	,	PUNCT
bracis-19088	96	29	a	a	DET
bracis-19088	96	30	portuguese	portuguese	NOUN
bracis-19088	96	31	-	-	PUNCT
bracis-19088	96	32	based	base	VERB
bracis-19088	96	33	version	version	NOUN
bracis-19088	96	34	of	of	ADP
bracis-19088	96	35	bert	bert	PROPN
bracis-19088	96	36	,	,	PUNCT
bracis-19088	96	37	seemed	seem	VERB
bracis-19088	96	38	promising	promise	VERB
bracis-19088	96	39	.	.	PUNCT
bracis-19088	97	1	dataset	dataset	NOUN
bracis-19088	97	2	.	.	PUNCT
bracis-19088	98	1	a	a	DET
bracis-19088	98	2	total	total	NOUN
bracis-19088	98	3	of	of	ADP
bracis-19088	98	4	8,659	8,659	NUM
bracis-19088	98	5	questions	question	NOUN
bracis-19088	98	6	were	be	AUX
bracis-19088	98	7	used	use	VERB
bracis-19088	98	8	for	for	ADP
bracis-19088	98	9	training	training	NOUN
bracis-19088	98	10	(	(	PUNCT
bracis-19088	98	11	7,000	7,000	NUM
bracis-19088	98	12	questions	question	NOUN
bracis-19088	98	13	in	in	ADP
bracis-19088	98	14	train_spider.json	train_spider.json	NOUN
bracis-19088	98	15	and	and	CCONJ
bracis-19088	98	16	1,659	1,659	NUM
bracis-19088	98	17	questions	question	NOUN
bracis-19088	98	18	in	in	ADP
bracis-19088	98	19	train_others.json	train_others.json	PROPN
bracis-19088	98	20	)	)	PUNCT
bracis-19088	98	21	.	.	PUNCT
bracis-19088	99	1	the	the	DET
bracis-19088	99	2	1,034	1,034	NUM
bracis-19088	99	3	questions	question	NOUN
bracis-19088	99	4	in	in	ADP
bracis-19088	99	5	dev.json	dev.json	NOUN
bracis-19088	99	6	were	be	AUX
bracis-19088	99	7	used	use	VERB
bracis-19088	99	8	for	for	ADP
bracis-19088	99	9	testing	testing	NOUN
bracis-19088	99	10	.	.	PUNCT
bracis-19088	100	1	we	we	PRON
bracis-19088	100	2	later	later	ADV
bracis-19088	100	3	refer	refer	VERB
bracis-19088	100	4	to	to	ADP
bracis-19088	100	5	three	three	NUM
bracis-19088	100	6	scenarios	scenario	NOUN
bracis-19088	100	7	:	:	PUNCT
bracis-19088	100	8	english	english	ADJ
bracis-19088	100	9	train	train	NOUN
bracis-19088	100	10	and	and	CCONJ
bracis-19088	100	11	test	test	NOUN
bracis-19088	100	12	:	:	PUNCT
bracis-19088	100	13	questions	question	NOUN
bracis-19088	100	14	are	be	AUX
bracis-19088	100	15	just	just	ADV
bracis-19088	100	16	in	in	ADP
bracis-19088	100	17	english	english	PROPN
bracis-19088	100	18	for	for	ADP
bracis-19088	100	19	training	training	NOUN
bracis-19088	100	20	and	and	CCONJ
bracis-19088	100	21	testing	testing	NOUN
bracis-19088	100	22	.	.	PUNCT
bracis-19088	101	1	portuguese	portuguese	ADJ
bracis-19088	101	2	train	train	NOUN
bracis-19088	101	3	and	and	CCONJ
bracis-19088	101	4	testfootnote	testfootnote	VERB
bracis-19088	101	5	12	12	NUM
bracis-19088	101	6	:	:	PUNCT
bracis-19088	101	7	questions	question	NOUN
bracis-19088	101	8	are	be	AUX
bracis-19088	101	9	just	just	ADV
bracis-19088	101	10	in	in	ADP
bracis-19088	101	11	portuguese	portuguese	NOUN
bracis-19088	101	12	for	for	ADP
bracis-19088	101	13	training	training	NOUN
bracis-19088	101	14	and	and	CCONJ
bracis-19088	101	15	testing	testing	NOUN
bracis-19088	101	16	.	.	PUNCT
bracis-19088	102	1	english	english	PROPN
bracis-19088	102	2	and	and	CCONJ
bracis-19088	102	3	portuguese	portuguese	PROPN
bracis-19088	102	4	(	(	PUNCT
bracis-19088	102	5	double	double	ADJ
bracis-19088	102	6	-	-	PUNCT
bracis-19088	102	7	size	size	NOUN
bracis-19088	102	8	)	)	PUNCT
bracis-19088	102	9	train	train	NOUN
bracis-19088	102	10	and	and	CCONJ
bracis-19088	102	11	test(see	test(see	VERB
bracis-19088	102	12	footnote	footnote	VERB
bracis-19088	102	13	12	12	NUM
bracis-19088	102	14	):	):	PUNCT
bracis-19088	102	15	questions	question	NOUN
bracis-19088	102	16	are	be	AUX
bracis-19088	102	17	in	in	ADP
bracis-19088	102	18	english	english	PROPN
bracis-19088	102	19	and	and	CCONJ
bracis-19088	102	20	portuguese	portuguese	ADJ
bracis-19088	102	21	for	for	ADP
bracis-19088	102	22	training	training	NOUN
bracis-19088	102	23	and	and	CCONJ
bracis-19088	102	24	testing	testing	NOUN
bracis-19088	102	25	(	(	PUNCT
bracis-19088	102	26	in	in	ADP
bracis-19088	102	27	this	this	DET
bracis-19088	102	28	case	case	NOUN
bracis-19088	102	29	,	,	PUNCT
bracis-19088	102	30	we	we	PRON
bracis-19088	102	31	thus	thus	ADV
bracis-19088	102	32	have	have	VERB
bracis-19088	102	33	twice	twice	ADV
bracis-19088	102	34	as	as	ADV
bracis-19088	102	35	much	much	ADJ
bracis-19088	102	36	data	datum	NOUN
bracis-19088	102	37	as	as	ADP
bracis-19088	102	38	in	in	ADP
bracis-19088	102	39	each	each	PRON
bracis-19088	102	40	of	of	ADP
bracis-19088	102	41	the	the	DET
bracis-19088	102	42	two	two	NUM
bracis-19088	102	43	previous	previous	ADJ
bracis-19088	102	44	individual	individual	ADJ
bracis-19088	102	45	scenarios	scenario	NOUN
bracis-19088	102	46	)	)	PUNCT
bracis-19088	102	47	.	.	PUNCT
bracis-19088	103	1	evaluation	evaluation	NOUN
bracis-19088	103	2	metrics	metric	NOUN
bracis-19088	103	3	.	.	PUNCT
bracis-19088	104	1	the	the	DET
bracis-19088	104	2	main	main	ADJ
bracis-19088	104	3	evaluation	evaluation	NOUN
bracis-19088	104	4	metric	metric	NOUN
bracis-19088	104	5	with	with	ADP
bracis-19088	104	6	respect	respect	NOUN
bracis-19088	104	7	to	to	ADP
bracis-19088	104	8	spider	spider	NOUN
bracis-19088	104	9	is	be	AUX
bracis-19088	104	10	exact	exact	ADJ
bracis-19088	104	11	set	set	VERB
bracis-19088	104	12	match	match	NOUN
bracis-19088	104	13	(	(	PUNCT
bracis-19088	104	14	esm	esm	PROPN
bracis-19088	104	15	)	)	PUNCT
bracis-19088	104	16	.	.	PUNCT
bracis-19088	105	1	we	we	PRON
bracis-19088	105	2	here	here	ADV
bracis-19088	105	3	present	present	VERB
bracis-19088	105	4	results	result	NOUN
bracis-19088	105	5	for	for	ADP
bracis-19088	105	6	exact	exact	ADJ
bracis-19088	105	7	set	set	NOUN
bracis-19088	105	8	match	match	NOUN
bracis-19088	105	9	(	(	PUNCT
bracis-19088	105	10	esm	esm	PROPN
bracis-19088	105	11	)	)	PUNCT
bracis-19088	105	12	without	without	ADP
bracis-19088	105	13	values	value	NOUN
bracis-19088	105	14	,	,	PUNCT
bracis-19088	105	15	as	as	SCONJ
bracis-19088	105	16	most	most	ADJ
bracis-19088	105	17	results	result	NOUN
bracis-19088	105	18	in	in	ADP
bracis-19088	105	19	the	the	DET
bracis-19088	105	20	spider	spider	NOUN
bracis-19088	105	21	leaderboard	leaderboard	NOUN
bracis-19088	105	22	currently	currently	ADV
bracis-19088	105	23	adopt	adopt	VERB
bracis-19088	105	24	this	this	DET
bracis-19088	105	25	metric	metric	NOUN
bracis-19088	105	26	.	.	PUNCT
bracis-19088	106	1	some	some	DET
bracis-19088	106	2	spider	spider	NOUN
bracis-19088	106	3	metrics	metric	NOUN
bracis-19088	106	4	are	be	AUX
bracis-19088	106	5	also	also	ADV
bracis-19088	106	6	used	use	VERB
bracis-19088	106	7	to	to	PART
bracis-19088	106	8	classify	classify	VERB
bracis-19088	106	9	the	the	DET
bracis-19088	106	10	sql	sql	NOUN
bracis-19088	106	11	queries	query	NOUN
bracis-19088	106	12	into	into	ADP
bracis-19088	106	13	4	4	NUM
bracis-19088	106	14	levels	level	NOUN
bracis-19088	106	15	:	:	PUNCT
bracis-19088	106	16	easy	easy	ADJ
bracis-19088	106	17	,	,	PUNCT
bracis-19088	106	18	medium	medium	ADJ
bracis-19088	106	19	,	,	PUNCT
bracis-19088	106	20	hard	hard	ADJ
bracis-19088	106	21	and	and	CCONJ
bracis-19088	106	22	extra	extra	ADJ
bracis-19088	106	23	hard	hard	ADJ
bracis-19088	106	24	.	.	PUNCT
bracis-19088	107	1	table	table	NOUN
bracis-19088	107	2	 	 	SPACE
bracis-19088	107	3	4	4	NUM
bracis-19088	107	4	shows	show	VERB
bracis-19088	107	5	an	an	DET
bracis-19088	107	6	example	example	NOUN
bracis-19088	107	7	for	for	ADP
bracis-19088	107	8	each	each	DET
bracis-19088	107	9	level	level	NOUN
bracis-19088	107	10	;	;	PUNCT
bracis-19088	107	11	these	these	DET
bracis-19088	107	12	queries	query	NOUN
bracis-19088	107	13	correspond	correspond	VERB
bracis-19088	107	14	to	to	ADP
bracis-19088	107	15	the	the	DET
bracis-19088	107	16	four	four	NUM
bracis-19088	107	17	questions	question	NOUN
bracis-19088	107	18	in	in	ADP
bracis-19088	107	19	table	table	NOUN
bracis-19088	107	20	 	 	SPACE
bracis-19088	107	21	3	3	NUM
bracis-19088	107	22	in	in	ADP
bracis-19088	107	23	the	the	DET
bracis-19088	107	24	same	same	ADJ
bracis-19088	107	25	order	order	NOUN
bracis-19088	107	26	.	.	PUNCT
bracis-19088	108	1	to	to	PART
bracis-19088	108	2	evaluate	evaluate	VERB
bracis-19088	108	3	the	the	DET
bracis-19088	108	4	results	result	NOUN
bracis-19088	108	5	,	,	PUNCT
bracis-19088	108	6	we	we	PRON
bracis-19088	108	7	used	use	VERB
bracis-19088	108	8	the	the	DET
bracis-19088	108	9	spider	spider	NOUN
bracis-19088	108	10	test	test	NOUN
bracis-19088	108	11	suite	suite	NOUN
bracis-19088	108	12	evaluation	evaluation	NOUN
bracis-19088	108	13	 	 	SPACE
bracis-19088	109	1	[	[	X
bracis-19088	109	2	46	46	NUM
bracis-19088	109	3	]	]	PUNCT
bracis-19088	109	4	.	.	PUNCT
bracis-19088	110	1	an	an	DET
bracis-19088	110	2	aside	aside	NOUN
bracis-19088	110	3	:	:	PUNCT
bracis-19088	110	4	the	the	DET
bracis-19088	110	5	suite	suite	NOUN
bracis-19088	110	6	must	must	AUX
bracis-19088	110	7	receive	receive	VERB
bracis-19088	110	8	a	a	DET
bracis-19088	110	9	text	text	NOUN
bracis-19088	110	10	file	file	NOUN
bracis-19088	110	11	with	with	ADP
bracis-19088	110	12	the	the	DET
bracis-19088	110	13	sql	sql	NOUN
bracis-19088	110	14	query	query	NOUN
bracis-19088	110	15	generated	generate	VERB
bracis-19088	110	16	and	and	CCONJ
bracis-19088	110	17	another	another	DET
bracis-19088	110	18	one	one	NOUN
bracis-19088	110	19	with	with	ADP
bracis-19088	110	20	the	the	DET
bracis-19088	110	21	gold	gold	NOUN
bracis-19088	110	22	-	-	PUNCT
bracis-19088	110	23	standard	standard	ADJ
bracis-19088	110	24	sql	sql	NOUN
bracis-19088	110	25	query	query	NOUN
bracis-19088	110	26	.	.	PUNCT
bracis-19088	111	1	these	these	DET
bracis-19088	111	2	files	file	NOUN
bracis-19088	111	3	obviously	obviously	ADV
bracis-19088	111	4	do	do	AUX
bracis-19088	111	5	not	not	PART
bracis-19088	111	6	change	change	VERB
bracis-19088	111	7	when	when	SCONJ
bracis-19088	111	8	we	we	PRON
bracis-19088	111	9	move	move	VERB
bracis-19088	111	10	from	from	ADP
bracis-19088	111	11	english	english	PROPN
bracis-19088	111	12	to	to	ADP
bracis-19088	111	13	any	any	DET
bracis-19088	111	14	other	other	ADJ
bracis-19088	111	15	input	input	NOUN
bracis-19088	111	16	language	language	NOUN
bracis-19088	111	17	.	.	PUNCT
bracis-19088	112	1	as	as	ADP
bracis-19088	112	2	a	a	DET
bracis-19088	112	3	digression	digression	NOUN
bracis-19088	112	4	,	,	PUNCT
bracis-19088	112	5	note	note	VERB
bracis-19088	112	6	that	that	SCONJ
bracis-19088	112	7	it	it	PRON
bracis-19088	112	8	is	be	AUX
bracis-19088	112	9	possible	possible	ADJ
bracis-19088	112	10	to	to	PART
bracis-19088	112	11	plug	plug	VERB
bracis-19088	112	12	values	value	NOUN
bracis-19088	112	13	during	during	ADP
bracis-19088	112	14	evaluation	evaluation	NOUN
bracis-19088	112	15	.	.	PUNCT
bracis-19088	113	1	a	a	DET
bracis-19088	113	2	query	query	NOUN
bracis-19088	113	3	with	with	ADP
bracis-19088	113	4	a	a	DET
bracis-19088	113	5	value	value	NOUN
bracis-19088	113	6	looks	look	VERB
bracis-19088	113	7	like	like	ADP
bracis-19088	113	8	this	this	PRON
bracis-19088	113	9	:	:	PUNCT
bracis-19088	113	10	select	select	ADJ
bracis-19088	113	11	count	count	NOUN
bracis-19088	113	12	(	(	PUNCT
bracis-19088	113	13	*	*	NOUN
bracis-19088	113	14	)	)	PUNCT
bracis-19088	113	15	from	from	ADP
bracis-19088	113	16	airlines	airline	NOUN
bracis-19088	113	17	join	join	VERB
bracis-19088	113	18	airports	airport	NOUN
bracis-19088	113	19	where	where	SCONJ
bracis-19088	113	20	airports.city	airports.city	NOUN
bracis-19088	113	21	=	=	SYM
bracis-19088	113	22	“	"	PUNCT
bracis-19088	113	23	abilene	abilene	NOUN
bracis-19088	113	24	"	"	PUNCT
bracis-19088	113	25	a	a	DET
bracis-19088	113	26	query	query	NOUN
bracis-19088	113	27	without	without	ADP
bracis-19088	113	28	values	value	NOUN
bracis-19088	113	29	has	have	VERB
bracis-19088	113	30	the	the	DET
bracis-19088	113	31	word	word	NOUN
bracis-19088	113	32	“	"	PUNCT
bracis-19088	113	33	terminal	terminal	NOUN
bracis-19088	113	34	"	"	PUNCT
bracis-19088	113	35	instead	instead	ADV
bracis-19088	113	36	of	of	ADP
bracis-19088	113	37	the	the	DET
bracis-19088	113	38	value	value	NOUN
bracis-19088	113	39	:	:	PUNCT
bracis-19088	113	40	select	select	ADJ
bracis-19088	113	41	count	count	NOUN
bracis-19088	113	42	(	(	PUNCT
bracis-19088	113	43	*	*	NOUN
bracis-19088	113	44	)	)	PUNCT
bracis-19088	113	45	from	from	ADP
bracis-19088	113	46	airlines	airline	NOUN
bracis-19088	113	47	join	join	VERB
bracis-19088	113	48	airports	airport	NOUN
bracis-19088	113	49	where	where	SCONJ
bracis-19088	113	50	airports.city	airports.city	NOUN
bracis-19088	113	51	=	=	SYM
bracis-19088	113	52	“	"	PUNCT
bracis-19088	113	53	terminal	terminal	ADJ
bracis-19088	113	54	"	"	PUNCT
bracis-19088	113	55	table	table	NOUN
bracis-19088	113	56	4	4	NUM
bracis-19088	113	57	.	.	PUNCT
bracis-19088	113	58	sql	sql	NOUN
bracis-19088	113	59	query	query	NOUN
bracis-19088	113	60	levels	level	NOUN
bracis-19088	113	61	:	:	PUNCT
bracis-19088	113	62	easy	easy	ADJ
bracis-19088	113	63	/	/	SYM
bracis-19088	113	64	medium	medium	ADJ
bracis-19088	113	65	/	/	SYM
bracis-19088	113	66	hard	hard	ADJ
bracis-19088	113	67	/	/	SYM
bracis-19088	113	68	extra.full	extra.full	NOUN
bracis-19088	113	69	size	size	NOUN
bracis-19088	113	70	table	table	NOUN
bracis-19088	113	71	3	3	NUM
bracis-19088	113	72	experiments	experiment	NOUN
bracis-19088	113	73	experiments	experiment	NOUN
bracis-19088	113	74	were	be	AUX
bracis-19088	113	75	run	run	VERB
bracis-19088	113	76	in	in	ADP
bracis-19088	113	77	a	a	DET
bracis-19088	113	78	machine	machine	NOUN
bracis-19088	113	79	with	with	ADP
bracis-19088	113	80	amd	amd	PROPN
bracis-19088	113	81	ryzen	ryzen	ADJ
bracis-19088	113	82	9	9	NUM
bracis-19088	113	83	3950x	3950x	NUM
bracis-19088	113	84	16	16	NUM
bracis-19088	113	85	-	-	PUNCT
bracis-19088	113	86	core	core	NOUN
bracis-19088	113	87	processor	processor	NOUN
bracis-19088	113	88	,	,	PUNCT
bracis-19088	113	89	64	64	NUM
bracis-19088	113	90	gb	gb	NOUN
bracis-19088	113	91	ram	ram	NOUN
bracis-19088	113	92	,	,	PUNCT
bracis-19088	113	93	2	2	NUM
bracis-19088	113	94	gpus	gpus	PROPN
bracis-19088	113	95	nvidia	nvidia	PROPN
bracis-19088	113	96	geforce	geforce	NOUN
bracis-19088	113	97	rtx	rtx	PROPN
bracis-19088	113	98	3090	3090	NUM
bracis-19088	113	99	24	24	NUM
bracis-19088	113	100	gb	gb	ADP
bracis-19088	113	101	running	run	VERB
bracis-19088	113	102	ubuntu	ubuntu	ADJ
bracis-19088	113	103	20.04.2	20.04.2	NUM
bracis-19088	113	104	lts	lts	NOUN
bracis-19088	113	105	.	.	PUNCT
bracis-19088	114	1	figure	figure	NOUN
bracis-19088	114	2	 	 	SPACE
bracis-19088	114	3	2	2	NUM
bracis-19088	114	4	shows	show	VERB
bracis-19088	114	5	the	the	DET
bracis-19088	114	6	architecture	architecture	NOUN
bracis-19088	114	7	of	of	ADP
bracis-19088	114	8	the	the	DET
bracis-19088	114	9	training	training	NOUN
bracis-19088	114	10	,	,	PUNCT
bracis-19088	114	11	inference	inference	NOUN
bracis-19088	114	12	and	and	CCONJ
bracis-19088	114	13	evaluation	evaluation	NOUN
bracis-19088	114	14	processes	process	NOUN
bracis-19088	114	15	described	describe	VERB
bracis-19088	114	16	in	in	ADP
bracis-19088	114	17	this	this	DET
bracis-19088	114	18	section	section	NOUN
bracis-19088	114	19	.	.	PUNCT
bracis-19088	115	1	results	result	NOUN
bracis-19088	115	2	can	can	AUX
bracis-19088	115	3	be	be	AUX
bracis-19088	115	4	found	find	VERB
bracis-19088	115	5	in	in	ADP
bracis-19088	115	6	table	table	NOUN
bracis-19088	115	7	 	 	SPACE
bracis-19088	115	8	5	5	NUM
bracis-19088	115	9	.	.	PUNCT
bracis-19088	116	1	this	this	DET
bracis-19088	116	2	table	table	NOUN
bracis-19088	116	3	shows	show	VERB
bracis-19088	116	4	the	the	DET
bracis-19088	116	5	results	result	NOUN
bracis-19088	116	6	of	of	ADP
bracis-19088	116	7	exact	exact	ADJ
bracis-19088	116	8	set	set	NOUN
bracis-19088	116	9	match	match	NOUN
bracis-19088	116	10	without	without	ADP
bracis-19088	116	11	values	value	NOUN
bracis-19088	116	12	for	for	ADP
bracis-19088	116	13	rat	rat	ADJ
bracis-19088	116	14	-	-	PUNCT
bracis-19088	116	15	sql+gap	sql+gap	NOUN
bracis-19088	116	16	trained	train	VERB
bracis-19088	116	17	locally	locally	ADV
bracis-19088	116	18	for	for	ADP
bracis-19088	116	19	all	all	DET
bracis-19088	116	20	models	model	NOUN
bracis-19088	116	21	.	.	PUNCT
bracis-19088	117	1	we	we	PRON
bracis-19088	117	2	have	have	VERB
bracis-19088	117	3	3	3	NUM
bracis-19088	117	4	datasets	dataset	NOUN
bracis-19088	117	5	,	,	PUNCT
bracis-19088	117	6	5	5	NUM
bracis-19088	117	7	trained	train	VERB
bracis-19088	117	8	model	model	NOUN
bracis-19088	117	9	checkpoints	checkpoint	NOUN
bracis-19088	117	10	and	and	CCONJ
bracis-19088	117	11	7	7	NUM
bracis-19088	117	12	distinct	distinct	ADJ
bracis-19088	117	13	relevant	relevant	ADJ
bracis-19088	117	14	results	result	NOUN
bracis-19088	117	15	.	.	PUNCT
bracis-19088	118	1	the	the	DET
bracis-19088	118	2	first	first	ADJ
bracis-19088	118	3	line	line	NOUN
bracis-19088	118	4	corresponds	correspond	VERB
bracis-19088	118	5	to	to	ADP
bracis-19088	118	6	the	the	DET
bracis-19088	118	7	original	original	ADJ
bracis-19088	118	8	model	model	NOUN
bracis-19088	118	9	bart	bart	PROPN
bracis-19088	118	10	and	and	CCONJ
bracis-19088	118	11	original	original	ADJ
bracis-19088	118	12	questions	question	NOUN
bracis-19088	118	13	in	in	ADP
bracis-19088	118	14	english	english	PROPN
bracis-19088	118	15	.	.	PUNCT
bracis-19088	119	1	note	note	VERB
bracis-19088	119	2	that	that	SCONJ
bracis-19088	119	3	the	the	DET
bracis-19088	119	4	result	result	NOUN
bracis-19088	119	5	in	in	ADP
bracis-19088	119	6	line	line	NOUN
bracis-19088	119	7	#	#	SYM
bracis-19088	119	8	1	1	NUM
bracis-19088	119	9	achieved	achieve	VERB
bracis-19088	119	10	the	the	DET
bracis-19088	119	11	same	same	ADJ
bracis-19088	119	12	performance	performance	NOUN
bracis-19088	119	13	reported	report	VERB
bracis-19088	119	14	by	by	ADP
bracis-19088	119	15	[	[	X
bracis-19088	119	16	24	24	NUM
bracis-19088	119	17	]	]	PUNCT
bracis-19088	119	18	for	for	ADP
bracis-19088	119	19	exact	exact	ADJ
bracis-19088	119	20	set	set	NOUN
bracis-19088	119	21	match	match	NOUN
bracis-19088	119	22	without	without	ADP
bracis-19088	119	23	values	value	NOUN
bracis-19088	119	24	in	in	ADP
bracis-19088	119	25	spider	spider	NOUN
bracis-19088	119	26	:	:	PUNCT
bracis-19088	119	27	0.718	0.718	NUM
bracis-19088	119	28	(	(	PUNCT
bracis-19088	119	29	all	all	ADV
bracis-19088	119	30	)	)	PUNCT
bracis-19088	119	31	for	for	ADP
bracis-19088	119	32	dev	dev	PROPN
bracis-19088	119	33	.	.	PUNCT
bracis-19088	120	1	this	this	PRON
bracis-19088	120	2	indicates	indicate	VERB
bracis-19088	120	3	that	that	SCONJ
bracis-19088	120	4	our	our	PRON
bracis-19088	120	5	testing	testing	NOUN
bracis-19088	120	6	apparatus	apparatus	NOUN
bracis-19088	120	7	can	can	AUX
bracis-19088	120	8	produce	produce	VERB
bracis-19088	120	9	state	state	NOUN
bracis-19088	120	10	-	-	PUNCT
bracis-19088	120	11	of	of	ADP
bracis-19088	120	12	-	-	PUNCT
bracis-19088	120	13	the	the	DET
bracis-19088	120	14	-	-	PUNCT
bracis-19088	120	15	art	art	NOUN
bracis-19088	120	16	results	result	NOUN
bracis-19088	120	17	.	.	PUNCT
bracis-19088	121	1	moreover	moreover	ADV
bracis-19088	121	2	,	,	PUNCT
bracis-19088	121	3	line	line	NOUN
bracis-19088	121	4	#	#	SYM
bracis-19088	121	5	1	1	NUM
bracis-19088	121	6	shows	show	VERB
bracis-19088	121	7	a	a	DET
bracis-19088	121	8	well	well	ADV
bracis-19088	121	9	-	-	PUNCT
bracis-19088	121	10	tuned	tune	VERB
bracis-19088	121	11	model	model	NOUN
bracis-19088	121	12	in	in	ADP
bracis-19088	121	13	english	english	PROPN
bracis-19088	121	14	that	that	PRON
bracis-19088	121	15	can	can	AUX
bracis-19088	121	16	be	be	AUX
bracis-19088	121	17	attained	attain	VERB
bracis-19088	121	18	.	.	PUNCT
bracis-19088	122	1	fig	fig	NOUN
bracis-19088	122	2	.	.	PUNCT
bracis-19088	123	1	2	2	X
bracis-19088	123	2	.	.	X
bracis-19088	123	3	architecture	architecture	NOUN
bracis-19088	123	4	of	of	ADP
bracis-19088	123	5	the	the	DET
bracis-19088	123	6	training	training	NOUN
bracis-19088	123	7	,	,	PUNCT
bracis-19088	123	8	inference	inference	NOUN
bracis-19088	123	9	,	,	PUNCT
bracis-19088	123	10	evaluation	evaluation	NOUN
bracis-19088	123	11	.	.	PUNCT
bracis-19088	124	1	results	result	NOUN
bracis-19088	124	2	related	relate	VERB
bracis-19088	124	3	to	to	ADP
bracis-19088	124	4	table	table	NOUN
bracis-19088	124	5	 	 	SPACE
bracis-19088	124	6	5	5	NUM
bracis-19088	124	7	:	:	PUNCT
bracis-19088	124	8	each	each	DET
bracis-19088	124	9	line	line	NOUN
bracis-19088	124	10	in	in	ADP
bracis-19088	124	11	that	that	DET
bracis-19088	124	12	table	table	NOUN
bracis-19088	124	13	appears	appear	VERB
bracis-19088	124	14	here	here	ADV
bracis-19088	124	15	as	as	ADP
bracis-19088	124	16	a	a	DET
bracis-19088	124	17	square	square	NOUN
bracis-19088	124	18	at	at	ADP
bracis-19088	124	19	the	the	DET
bracis-19088	124	20	bottom	bottom	NOUN
bracis-19088	124	21	of	of	ADP
bracis-19088	124	22	the	the	DET
bracis-19088	124	23	figure	figure	NOUN
bracis-19088	124	24	.	.	PUNCT
bracis-19088	125	1	full	full	ADJ
bracis-19088	125	2	size	size	NOUN
bracis-19088	125	3	image	image	NOUN
bracis-19088	125	4	our	our	PRON
bracis-19088	125	5	first	first	ADJ
bracis-19088	125	6	experiment	experiment	NOUN
bracis-19088	125	7	was	be	AUX
bracis-19088	125	8	to	to	PART
bracis-19088	125	9	change	change	VERB
bracis-19088	125	10	the	the	DET
bracis-19088	125	11	questions	question	NOUN
bracis-19088	125	12	to	to	ADP
bracis-19088	125	13	portuguese	portuguese	NOUN
bracis-19088	125	14	and	and	CCONJ
bracis-19088	125	15	the	the	DET
bracis-19088	125	16	model	model	NOUN
bracis-19088	125	17	to	to	ADP
bracis-19088	125	18	bertimbau	bertimbau	NOUN
bracis-19088	125	19	-	-	PUNCT
bracis-19088	125	20	base	base	NOUN
bracis-19088	125	21	which	which	PRON
bracis-19088	125	22	is	be	AUX
bracis-19088	125	23	pretrained	pretraine	VERB
bracis-19088	125	24	in	in	ADP
bracis-19088	125	25	portuguese	portuguese	PROPN
bracis-19088	125	26	.	.	PUNCT
bracis-19088	126	1	in	in	ADP
bracis-19088	126	2	table	table	NOUN
bracis-19088	126	3	 	 	SPACE
bracis-19088	126	4	5	5	NUM
bracis-19088	126	5	the	the	DET
bracis-19088	126	6	result	result	NOUN
bracis-19088	126	7	in	in	ADP
bracis-19088	126	8	line	line	NOUN
bracis-19088	126	9	#	#	SYM
bracis-19088	126	10	2	2	NUM
bracis-19088	126	11	for	for	ADP
bracis-19088	126	12	bertimbau	bertimbau	NOUN
bracis-19088	126	13	0,417(all	0,417(all	NOUN
bracis-19088	126	14	)	)	PUNCT
bracis-19088	126	15	is	be	AUX
bracis-19088	126	16	quite	quite	ADV
bracis-19088	126	17	low	low	ADJ
bracis-19088	126	18	when	when	SCONJ
bracis-19088	126	19	compared	compare	VERB
bracis-19088	126	20	to	to	ADP
bracis-19088	126	21	the	the	DET
bracis-19088	126	22	result	result	NOUN
bracis-19088	126	23	in	in	ADP
bracis-19088	126	24	line	line	NOUN
bracis-19088	126	25	#	#	SYM
bracis-19088	126	26	1	1	NUM
bracis-19088	126	27	.	.	PUNCT
bracis-19088	127	1	this	this	PRON
bracis-19088	127	2	happens	happen	VERB
bracis-19088	127	3	for	for	ADP
bracis-19088	127	4	many	many	ADJ
bracis-19088	127	5	reasons	reason	NOUN
bracis-19088	127	6	.	.	PUNCT
bracis-19088	128	1	the	the	DET
bracis-19088	128	2	model	model	NOUN
bracis-19088	128	3	is	be	AUX
bracis-19088	128	4	bert	bert	PROPN
bracis-19088	128	5	and	and	CCONJ
bracis-19088	128	6	the	the	DET
bracis-19088	128	7	best	good	ADJ
bracis-19088	128	8	result	result	NOUN
bracis-19088	128	9	uses	use	VERB
bracis-19088	128	10	bart	bart	PROPN
bracis-19088	128	11	.	.	PUNCT
bracis-19088	129	1	another	another	DET
bracis-19088	129	2	important	important	ADJ
bracis-19088	129	3	difference	difference	NOUN
bracis-19088	129	4	is	be	AUX
bracis-19088	129	5	that	that	SCONJ
bracis-19088	129	6	the	the	DET
bracis-19088	129	7	portuguese	portuguese	ADJ
bracis-19088	129	8	content	content	NOUN
bracis-19088	129	9	used	use	VERB
bracis-19088	129	10	in	in	ADP
bracis-19088	129	11	fine	fine	ADV
bracis-19088	129	12	-	-	PUNCT
bracis-19088	129	13	tuning	tuning	NOUN
bracis-19088	129	14	has	have	VERB
bracis-19088	129	15	a	a	DET
bracis-19088	129	16	mixture	mixture	NOUN
bracis-19088	129	17	of	of	ADP
bracis-19088	129	18	portuguese	portuguese	ADJ
bracis-19088	129	19	and	and	CCONJ
bracis-19088	129	20	english	english	ADJ
bracis-19088	129	21	words	word	NOUN
bracis-19088	129	22	because	because	SCONJ
bracis-19088	129	23	the	the	DET
bracis-19088	129	24	sql	sql	NOUN
bracis-19088	129	25	query	query	NOUN
bracis-19088	129	26	inevitably	inevitably	ADV
bracis-19088	129	27	consists	consist	VERB
bracis-19088	129	28	of	of	ADP
bracis-19088	129	29	english	english	ADJ
bracis-19088	129	30	keywords	keyword	NOUN
bracis-19088	129	31	,	,	PUNCT
bracis-19088	129	32	see	see	VERB
bracis-19088	129	33	examples	example	NOUN
bracis-19088	129	34	of	of	ADP
bracis-19088	129	35	sql	sql	NOUN
bracis-19088	129	36	queries	query	NOUN
bracis-19088	129	37	in	in	ADP
bracis-19088	129	38	table	table	NOUN
bracis-19088	129	39	 	 	SPACE
bracis-19088	129	40	4	4	NUM
bracis-19088	129	41	.	.	PUNCT
bracis-19088	130	1	in	in	ADP
bracis-19088	130	2	fact	fact	NOUN
bracis-19088	130	3	,	,	PUNCT
bracis-19088	130	4	some	some	DET
bracis-19088	130	5	questions	question	NOUN
bracis-19088	130	6	demand	demand	VERB
bracis-19088	130	7	untranslated	untranslated	ADJ
bracis-19088	130	8	words	word	NOUN
bracis-19088	130	9	to	to	PART
bracis-19088	130	10	make	make	VERB
bracis-19088	130	11	sense	sense	NOUN
bracis-19088	130	12	,	,	PUNCT
bracis-19088	130	13	for	for	ADP
bracis-19088	130	14	example	example	NOUN
bracis-19088	130	15	“	"	PUNCT
bracis-19088	130	16	boston	boston	PROPN
bracis-19088	130	17	red	red	PROPN
bracis-19088	130	18	stockings	stocking	NOUN
bracis-19088	130	19	”	"	PUNCT
bracis-19088	130	20	in	in	ADP
bracis-19088	130	21	the	the	DET
bracis-19088	130	22	translated	translate	VERB
bracis-19088	130	23	question	question	NOUN
bracis-19088	130	24	:	:	PUNCT
bracis-19088	130	25	qual	qual	ADJ
bracis-19088	130	26	é	é	X
bracis-19088	130	27	o	o	X
bracis-19088	130	28	salário	salário	ADJ
bracis-19088	130	29	médio	médio	PROPN
bracis-19088	130	30	dos	dos	PROPN
bracis-19088	130	31	jogadores	jogadores	PROPN
bracis-19088	130	32	da	da	PROPN
bracis-19088	130	33	equipe	equipe	PROPN
bracis-19088	130	34	chamada	chamada	PROPN
bracis-19088	130	35	"	"	PUNCT
bracis-19088	130	36	boston	boston	PROPN
bracis-19088	130	37	red	red	PROPN
bracis-19088	130	38	stockings	stocking	NOUN
bracis-19088	130	39	"	"	PUNCT
bracis-19088	130	40	?	?	PUNCT
bracis-19088	130	41	.	.	PUNCT
bracis-19088	131	1	this	this	PRON
bracis-19088	131	2	suggested	suggest	VERB
bracis-19088	131	3	that	that	SCONJ
bracis-19088	131	4	a	a	DET
bracis-19088	131	5	multilingual	multilingual	ADJ
bracis-19088	131	6	approach	approach	NOUN
bracis-19088	131	7	might	might	AUX
bracis-19088	131	8	be	be	AUX
bracis-19088	131	9	more	more	ADV
bracis-19088	131	10	successful	successful	ADJ
bracis-19088	131	11	.	.	PUNCT
bracis-19088	132	1	the	the	DET
bracis-19088	132	2	mbart-50	mbart-50	PROPN
bracis-19088	132	3	language	language	NOUN
bracis-19088	132	4	model	model	NOUN
bracis-19088	132	5	was	be	AUX
bracis-19088	132	6	then	then	ADV
bracis-19088	132	7	tested	test	VERB
bracis-19088	132	8	within	within	ADP
bracis-19088	132	9	the	the	DET
bracis-19088	132	10	whole	whole	ADJ
bracis-19088	132	11	architecture	architecture	NOUN
bracis-19088	132	12	.	.	PUNCT
bracis-19088	133	1	mbart-50	mbart-50	PROPN
bracis-19088	133	2	was	be	AUX
bracis-19088	133	3	in	in	ADP
bracis-19088	133	4	fact	fact	NOUN
bracis-19088	133	5	fine	fine	ADV
bracis-19088	133	6	-	-	PUNCT
bracis-19088	133	7	tuned	tune	VERB
bracis-19088	133	8	in	in	ADP
bracis-19088	133	9	three	three	NUM
bracis-19088	133	10	different	different	ADJ
bracis-19088	133	11	ways	way	NOUN
bracis-19088	133	12	:	:	PUNCT
bracis-19088	133	13	with	with	ADP
bracis-19088	133	14	questions	question	NOUN
bracis-19088	133	15	only	only	ADV
bracis-19088	133	16	in	in	ADP
bracis-19088	133	17	english	english	PROPN
bracis-19088	133	18	,	,	PUNCT
bracis-19088	133	19	only	only	ADV
bracis-19088	133	20	in	in	ADP
bracis-19088	133	21	portuguese	portuguese	ADJ
bracis-19088	133	22	,	,	PUNCT
bracis-19088	133	23	and	and	CCONJ
bracis-19088	133	24	with	with	ADP
bracis-19088	133	25	questions	question	NOUN
bracis-19088	133	26	both	both	CCONJ
bracis-19088	133	27	in	in	ADP
bracis-19088	133	28	english	english	PROPN
bracis-19088	133	29	and	and	CCONJ
bracis-19088	133	30	in	in	ADP
bracis-19088	133	31	portuguese	portuguese	PROPN
bracis-19088	133	32	(	(	PUNCT
bracis-19088	133	33	that	that	ADV
bracis-19088	133	34	is	is	ADV
bracis-19088	133	35	,	,	PUNCT
bracis-19088	133	36	a	a	DET
bracis-19088	133	37	dataset	dataset	NOUN
bracis-19088	133	38	with	with	ADP
bracis-19088	133	39	questions	question	NOUN
bracis-19088	133	40	and	and	CCONJ
bracis-19088	133	41	their	their	PRON
bracis-19088	133	42	translations	translation	NOUN
bracis-19088	133	43	)	)	PUNCT
bracis-19088	133	44	.	.	PUNCT
bracis-19088	134	1	inferences	inference	NOUN
bracis-19088	134	2	were	be	AUX
bracis-19088	134	3	run	run	VERB
bracis-19088	134	4	with	with	ADP
bracis-19088	134	5	english	english	ADJ
bracis-19088	134	6	test	test	NOUN
bracis-19088	134	7	questions	question	NOUN
bracis-19088	134	8	and	and	CCONJ
bracis-19088	134	9	portuguese	portuguese	ADJ
bracis-19088	134	10	test	test	NOUN
bracis-19088	134	11	questions	question	NOUN
bracis-19088	134	12	,	,	PUNCT
bracis-19088	134	13	while	while	SCONJ
bracis-19088	134	14	the	the	DET
bracis-19088	134	15	model	model	NOUN
bracis-19088	134	16	was	be	AUX
bracis-19088	134	17	fine	fine	ADV
bracis-19088	134	18	-	-	PUNCT
bracis-19088	134	19	tuned	tune	VERB
bracis-19088	134	20	with	with	ADP
bracis-19088	134	21	the	the	DET
bracis-19088	134	22	corresponding	corresponding	ADJ
bracis-19088	134	23	training	training	NOUN
bracis-19088	134	24	questions	question	NOUN
bracis-19088	134	25	language	language	NOUN
bracis-19088	134	26	.	.	PUNCT
bracis-19088	135	1	for	for	ADP
bracis-19088	135	2	the	the	DET
bracis-19088	135	3	mbart-50	mbart-50	PROPN
bracis-19088	135	4	model	model	NOUN
bracis-19088	135	5	fine	fine	ADV
bracis-19088	135	6	-	-	PUNCT
bracis-19088	135	7	tuned	tune	VERB
bracis-19088	135	8	with	with	ADP
bracis-19088	135	9	the	the	DET
bracis-19088	135	10	train	train	NOUN
bracis-19088	135	11	dataset	dataset	VERB
bracis-19088	135	12	with	with	ADP
bracis-19088	135	13	two	two	NUM
bracis-19088	135	14	languages	language	NOUN
bracis-19088	135	15	,	,	PUNCT
bracis-19088	135	16	three	three	NUM
bracis-19088	135	17	inferences	inference	NOUN
bracis-19088	135	18	were	be	AUX
bracis-19088	135	19	made	make	VERB
bracis-19088	135	20	:	:	PUNCT
bracis-19088	135	21	only	only	ADV
bracis-19088	135	22	english	english	PROPN
bracis-19088	135	23	,	,	PUNCT
bracis-19088	135	24	only	only	ADV
bracis-19088	135	25	portuguese	portuguese	ADJ
bracis-19088	135	26	,	,	PUNCT
bracis-19088	135	27	and	and	CCONJ
bracis-19088	135	28	the	the	DET
bracis-19088	135	29	combined	combined	ADJ
bracis-19088	135	30	english	english	ADJ
bracis-19088	135	31	portuguese	portuguese	PROPN
bracis-19088	135	32	test	test	NOUN
bracis-19088	135	33	dataset	dataset	VERB
bracis-19088	135	34	.	.	PUNCT
bracis-19088	136	1	mbart-50	mbart-50	ADJ
bracis-19088	136	2	fine	fine	ADV
bracis-19088	136	3	-	-	PUNCT
bracis-19088	136	4	tuned	tune	VERB
bracis-19088	136	5	with	with	ADP
bracis-19088	136	6	questions	question	NOUN
bracis-19088	136	7	in	in	ADP
bracis-19088	136	8	english	english	PROPN
bracis-19088	136	9	in	in	ADP
bracis-19088	136	10	line	line	NOUN
bracis-19088	136	11	#	#	SYM
bracis-19088	136	12	3	3	NUM
bracis-19088	136	13	achieved	achieve	VERB
bracis-19088	136	14	0.651	0.651	NUM
bracis-19088	136	15	(	(	PUNCT
bracis-19088	136	16	all	all	PRON
bracis-19088	136	17	)	)	PUNCT
bracis-19088	136	18	when	when	SCONJ
bracis-19088	136	19	tested	test	VERB
bracis-19088	136	20	with	with	ADP
bracis-19088	136	21	questions	question	NOUN
bracis-19088	136	22	in	in	ADP
bracis-19088	136	23	english	english	PROPN
bracis-19088	136	24	.	.	PUNCT
bracis-19088	137	1	the	the	DET
bracis-19088	137	2	same	same	ADJ
bracis-19088	137	3	model	model	NOUN
bracis-19088	137	4	mbart-50	mbart-50	PROPN
bracis-19088	137	5	fine	fine	ADV
bracis-19088	137	6	-	-	PUNCT
bracis-19088	137	7	tuned	tune	VERB
bracis-19088	137	8	with	with	ADP
bracis-19088	137	9	questions	question	NOUN
bracis-19088	137	10	in	in	ADP
bracis-19088	137	11	portuguese	portuguese	NOUN
bracis-19088	137	12	in	in	ADP
bracis-19088	137	13	line	line	NOUN
bracis-19088	137	14	#	#	SYM
bracis-19088	137	15	4	4	NUM
bracis-19088	137	16	achieved	achieve	VERB
bracis-19088	137	17	0.588(all	0.588(all	NUM
bracis-19088	137	18	)	)	PUNCT
bracis-19088	137	19	when	when	SCONJ
bracis-19088	137	20	tested	test	VERB
bracis-19088	137	21	with	with	ADP
bracis-19088	137	22	questions	question	NOUN
bracis-19088	137	23	in	in	ADP
bracis-19088	137	24	portuguese	portuguese	PROPN
bracis-19088	137	25	.	.	PUNCT
bracis-19088	138	1	a	a	DET
bracis-19088	138	2	multilingual	multilingual	ADJ
bracis-19088	138	3	model	model	NOUN
bracis-19088	138	4	such	such	ADJ
bracis-19088	138	5	as	as	ADP
bracis-19088	138	6	mbart-50	mbart-50	PROPN
bracis-19088	138	7	can	can	AUX
bracis-19088	138	8	be	be	AUX
bracis-19088	138	9	trained	train	VERB
bracis-19088	138	10	with	with	ADP
bracis-19088	138	11	the	the	DET
bracis-19088	138	12	two	two	NUM
bracis-19088	138	13	languages	language	NOUN
bracis-19088	138	14	at	at	ADP
bracis-19088	138	15	the	the	DET
bracis-19088	138	16	same	same	ADJ
bracis-19088	138	17	time	time	NOUN
bracis-19088	138	18	.	.	PUNCT
bracis-19088	139	1	this	this	PRON
bracis-19088	139	2	is	be	AUX
bracis-19088	139	3	certainly	certainly	ADV
bracis-19088	139	4	appropriate	appropriate	ADJ
bracis-19088	139	5	for	for	ADP
bracis-19088	139	6	data	datum	NOUN
bracis-19088	139	7	augmentation	augmentation	NOUN
bracis-19088	139	8	and	and	CCONJ
bracis-19088	139	9	to	to	PART
bracis-19088	139	10	produce	produce	VERB
bracis-19088	139	11	a	a	DET
bracis-19088	139	12	fine	fine	ADV
bracis-19088	139	13	-	-	PUNCT
bracis-19088	139	14	tuning	tune	VERB
bracis-19088	139	15	process	process	NOUN
bracis-19088	139	16	that	that	PRON
bracis-19088	139	17	can	can	AUX
bracis-19088	139	18	better	well	ADV
bracis-19088	139	19	generalize	generalize	VERB
bracis-19088	139	20	.	.	PUNCT
bracis-19088	140	1	the	the	DET
bracis-19088	140	2	results	result	NOUN
bracis-19088	140	3	in	in	ADP
bracis-19088	140	4	table	table	NOUN
bracis-19088	140	5	 	 	SPACE
bracis-19088	140	6	5	5	NUM
bracis-19088	140	7	lines	line	NOUN
bracis-19088	140	8	#	#	SYM
bracis-19088	140	9	5	5	NUM
bracis-19088	140	10	,	,	PUNCT
bracis-19088	140	11	#	#	SYM
bracis-19088	140	12	6	6	NUM
bracis-19088	140	13	and	and	CCONJ
bracis-19088	140	14	#	#	SYM
bracis-19088	140	15	7	7	NUM
bracis-19088	140	16	were	be	AUX
bracis-19088	140	17	obtained	obtain	VERB
bracis-19088	140	18	with	with	ADP
bracis-19088	140	19	mbart-50	mbart-50	PROPN
bracis-19088	140	20	fine	fine	ADV
bracis-19088	140	21	-	-	PUNCT
bracis-19088	140	22	tuned	tune	VERB
bracis-19088	140	23	with	with	ADP
bracis-19088	140	24	the	the	DET
bracis-19088	140	25	double	double	ADJ
bracis-19088	140	26	-	-	PUNCT
bracis-19088	140	27	size	size	NOUN
bracis-19088	140	28	training	training	NOUN
bracis-19088	140	29	dataset	dataset	NOUN
bracis-19088	140	30	(	(	PUNCT
bracis-19088	140	31	english	english	NOUN
bracis-19088	140	32	and	and	CCONJ
bracis-19088	140	33	portuguese	portuguese	ADJ
bracis-19088	140	34	)	)	PUNCT
bracis-19088	140	35	;	;	PUNCT
bracis-19088	140	36	the	the	DET
bracis-19088	140	37	three	three	NUM
bracis-19088	140	38	inferences	inference	NOUN
bracis-19088	140	39	were	be	AUX
bracis-19088	140	40	made	make	VERB
bracis-19088	140	41	using	use	VERB
bracis-19088	140	42	the	the	DET
bracis-19088	140	43	same	same	ADJ
bracis-19088	140	44	model	model	NOUN
bracis-19088	140	45	checkpoint	checkpoint	NOUN
bracis-19088	140	46	.	.	PUNCT
bracis-19088	141	1	the	the	DET
bracis-19088	141	2	test	test	NOUN
bracis-19088	141	3	datasets	dataset	NOUN
bracis-19088	141	4	were	be	AUX
bracis-19088	141	5	in	in	ADP
bracis-19088	141	6	english	english	PROPN
bracis-19088	141	7	for	for	ADP
bracis-19088	141	8	line	line	NOUN
bracis-19088	141	9	#	#	SYM
bracis-19088	141	10	5	5	NUM
bracis-19088	141	11	,	,	PUNCT
bracis-19088	141	12	in	in	ADP
bracis-19088	141	13	portuguese	portuguese	NOUN
bracis-19088	141	14	for	for	ADP
bracis-19088	141	15	line	line	NOUN
bracis-19088	141	16	#	#	SYM
bracis-19088	141	17	6	6	NUM
bracis-19088	141	18	,	,	PUNCT
bracis-19088	141	19	and	and	CCONJ
bracis-19088	141	20	the	the	DET
bracis-19088	141	21	double	double	ADJ
bracis-19088	141	22	-	-	PUNCT
bracis-19088	141	23	size	size	NOUN
bracis-19088	141	24	test	test	NOUN
bracis-19088	141	25	dataset	dataset	VERB
bracis-19088	141	26	in	in	ADP
bracis-19088	141	27	english	english	PROPN
bracis-19088	141	28	and	and	CCONJ
bracis-19088	141	29	portuguese	portuguese	ADJ
bracis-19088	141	30	for	for	ADP
bracis-19088	141	31	line	line	NOUN
bracis-19088	141	32	#	#	SYM
bracis-19088	141	33	7	7	NUM
bracis-19088	141	34	.	.	PUNCT
bracis-19088	142	1	the	the	DET
bracis-19088	142	2	results	result	NOUN
bracis-19088	142	3	demonstrate	demonstrate	VERB
bracis-19088	142	4	improvements	improvement	NOUN
bracis-19088	142	5	,	,	PUNCT
bracis-19088	142	6	if	if	SCONJ
bracis-19088	142	7	we	we	PRON
bracis-19088	142	8	compare	compare	VERB
bracis-19088	142	9	inferences	inference	NOUN
bracis-19088	142	10	with	with	ADP
bracis-19088	142	11	english	english	ADJ
bracis-19088	142	12	test	test	NOUN
bracis-19088	142	13	dataset	dataset	NOUN
bracis-19088	142	14	lines	line	NOUN
bracis-19088	142	15	#	#	SYM
bracis-19088	142	16	3	3	NUM
bracis-19088	142	17	and	and	CCONJ
bracis-19088	142	18	#	#	SYM
bracis-19088	142	19	5	5	NUM
bracis-19088	142	20	.	.	PUNCT
bracis-19088	143	1	results	result	NOUN
bracis-19088	143	2	went	go	VERB
bracis-19088	143	3	up	up	ADP
bracis-19088	143	4	from	from	ADP
bracis-19088	143	5	0.651	0.651	NUM
bracis-19088	143	6	(	(	PUNCT
bracis-19088	143	7	all	all	PRON
bracis-19088	143	8	)	)	PUNCT
bracis-19088	143	9	to	to	ADP
bracis-19088	143	10	0.664	0.664	NUM
bracis-19088	143	11	(	(	PUNCT
bracis-19088	143	12	all	all	PRON
bracis-19088	143	13	)	)	PUNCT
bracis-19088	143	14	,	,	PUNCT
bracis-19088	143	15	better	well	ADV
bracis-19088	143	16	for	for	ADP
bracis-19088	143	17	all	all	DET
bracis-19088	143	18	levels	level	NOUN
bracis-19088	143	19	of	of	ADP
bracis-19088	143	20	questions	question	NOUN
bracis-19088	143	21	.	.	PUNCT
bracis-19088	144	1	if	if	SCONJ
bracis-19088	144	2	we	we	PRON
bracis-19088	144	3	compare	compare	VERB
bracis-19088	144	4	inferences	inference	NOUN
bracis-19088	144	5	with	with	ADP
bracis-19088	144	6	the	the	DET
bracis-19088	144	7	portuguese	portuguese	ADJ
bracis-19088	144	8	test	test	NOUN
bracis-19088	144	9	dataset	dataset	VERB
bracis-19088	144	10	in	in	ADP
bracis-19088	144	11	lines	line	NOUN
bracis-19088	144	12	#	#	SYM
bracis-19088	144	13	4	4	NUM
bracis-19088	144	14	and	and	CCONJ
bracis-19088	144	15	#	#	SYM
bracis-19088	144	16	6	6	NUM
bracis-19088	144	17	,	,	PUNCT
bracis-19088	144	18	the	the	DET
bracis-19088	144	19	results	result	NOUN
bracis-19088	144	20	went	go	VERB
bracis-19088	144	21	from	from	ADP
bracis-19088	144	22	0.588	0.588	NUM
bracis-19088	144	23	(	(	PUNCT
bracis-19088	144	24	all	all	ADV
bracis-19088	144	25	)	)	PUNCT
bracis-19088	144	26	to	to	ADP
bracis-19088	144	27	0.595	0.595	NUM
bracis-19088	144	28	(	(	PUNCT
bracis-19088	144	29	all	all	PRON
bracis-19088	144	30	)	)	PUNCT
bracis-19088	144	31	.	.	PUNCT
bracis-19088	145	1	however	however	ADV
bracis-19088	145	2	,	,	PUNCT
bracis-19088	145	3	they	they	PRON
bracis-19088	145	4	are	be	AUX
bracis-19088	145	5	better	well	ADJ
bracis-19088	145	6	just	just	ADV
bracis-19088	145	7	for	for	ADP
bracis-19088	145	8	an	an	DET
bracis-19088	145	9	easy	easy	ADJ
bracis-19088	145	10	level	level	NOUN
bracis-19088	145	11	of	of	ADP
bracis-19088	145	12	questions	question	NOUN
bracis-19088	145	13	;	;	PUNCT
bracis-19088	145	14	this	this	PRON
bracis-19088	145	15	was	be	AUX
bracis-19088	145	16	enough	enough	ADJ
bracis-19088	145	17	to	to	PART
bracis-19088	145	18	influence	influence	VERB
bracis-19088	145	19	the	the	DET
bracis-19088	145	20	overall	overall	ADJ
bracis-19088	145	21	results	result	NOUN
bracis-19088	145	22	for	for	ADP
bracis-19088	145	23	line	line	NOUN
bracis-19088	145	24	#	#	SYM
bracis-19088	145	25	6	6	NUM
bracis-19088	145	26	.	.	PUNCT
bracis-19088	145	27	table	table	NOUN
bracis-19088	145	28	5	5	NUM
bracis-19088	145	29	.	.	PUNCT
bracis-19088	146	1	results.full	results.full	NOUN
bracis-19088	146	2	size	size	NOUN
bracis-19088	146	3	table	table	NOUN
bracis-19088	146	4	fig	fig	NOUN
bracis-19088	146	5	.	.	PUNCT
bracis-19088	147	1	3	3	X
bracis-19088	147	2	.	.	X
bracis-19088	147	3	examples	example	NOUN
bracis-19088	147	4	of	of	ADP
bracis-19088	147	5	keywords	keyword	NOUN
bracis-19088	147	6	in	in	ADP
bracis-19088	147	7	the	the	DET
bracis-19088	147	8	prediction	prediction	NOUN
bracis-19088	147	9	of	of	ADP
bracis-19088	147	10	the	the	DET
bracis-19088	147	11	sql	sql	NOUN
bracis-19088	147	12	query	query	NOUN
bracis-19088	147	13	in	in	ADP
bracis-19088	147	14	english	english	PROPN
bracis-19088	147	15	and	and	CCONJ
bracis-19088	147	16	portuguese	portuguese	ADJ
bracis-19088	147	17	languages	language	NOUN
bracis-19088	147	18	.	.	PUNCT
bracis-19088	148	1	top	top	ADJ
bracis-19088	148	2	pair	pair	NOUN
bracis-19088	148	3	:	:	PUNCT
bracis-19088	148	4	question	question	NOUN
bracis-19088	148	5	in	in	ADP
bracis-19088	148	6	english	english	PROPN
bracis-19088	148	7	and	and	CCONJ
bracis-19088	148	8	corresponding	correspond	VERB
bracis-19088	148	9	sql	sql	PROPN
bracis-19088	148	10	query	query	NOUN
bracis-19088	148	11	predicted	predict	VERB
bracis-19088	148	12	from	from	ADP
bracis-19088	148	13	it	it	PRON
bracis-19088	148	14	.	.	PUNCT
bracis-19088	149	1	bottom	bottom	ADJ
bracis-19088	149	2	pair	pair	NOUN
bracis-19088	149	3	:	:	PUNCT
bracis-19088	149	4	question	question	NOUN
bracis-19088	149	5	in	in	ADP
bracis-19088	149	6	portuguese	portuguese	ADJ
bracis-19088	149	7	and	and	CCONJ
bracis-19088	149	8	corresponding	correspond	VERB
bracis-19088	149	9	sql	sql	NOUN
bracis-19088	149	10	query	query	NOUN
bracis-19088	149	11	predicted	predict	VERB
bracis-19088	149	12	from	from	ADP
bracis-19088	149	13	it	it	PRON
bracis-19088	149	14	.	.	PUNCT
bracis-19088	150	1	full	full	ADJ
bracis-19088	150	2	size	size	NOUN
bracis-19088	150	3	image	image	NOUN
bracis-19088	150	4	the	the	DET
bracis-19088	150	5	inference	inference	NOUN
bracis-19088	150	6	made	make	VERB
bracis-19088	150	7	with	with	ADP
bracis-19088	150	8	the	the	DET
bracis-19088	150	9	double	double	ADJ
bracis-19088	150	10	-	-	PUNCT
bracis-19088	150	11	size	size	NOUN
bracis-19088	150	12	test	test	NOUN
bracis-19088	150	13	dataset	dataset	VERB
bracis-19088	150	14	in	in	ADP
bracis-19088	150	15	english	english	PROPN
bracis-19088	150	16	and	and	CCONJ
bracis-19088	150	17	portuguese	portuguese	ADJ
bracis-19088	150	18	,	,	PUNCT
bracis-19088	150	19	in	in	ADP
bracis-19088	150	20	line	line	NOUN
bracis-19088	150	21	#	#	SYM
bracis-19088	150	22	7	7	NUM
bracis-19088	150	23	,	,	PUNCT
bracis-19088	150	24	can	can	AUX
bracis-19088	150	25	not	not	PART
bracis-19088	150	26	be	be	AUX
bracis-19088	150	27	compared	compare	VERB
bracis-19088	150	28	with	with	ADP
bracis-19088	150	29	the	the	DET
bracis-19088	150	30	other	other	ADJ
bracis-19088	150	31	inferences	inference	NOUN
bracis-19088	150	32	because	because	SCONJ
bracis-19088	150	33	they	they	PRON
bracis-19088	150	34	used	use	VERB
bracis-19088	150	35	just	just	ADV
bracis-19088	150	36	one	one	NUM
bracis-19088	150	37	language	language	NOUN
bracis-19088	150	38	.	.	PUNCT
bracis-19088	151	1	nevertheless	nevertheless	ADV
bracis-19088	151	2	,	,	PUNCT
bracis-19088	151	3	the	the	DET
bracis-19088	151	4	model	model	NOUN
bracis-19088	151	5	mbart-50	mbart-50	PROPN
bracis-19088	151	6	trained	train	VERB
bracis-19088	151	7	with	with	ADP
bracis-19088	151	8	english	english	PROPN
bracis-19088	151	9	and	and	CCONJ
bracis-19088	151	10	portuguese	portuguese	ADJ
bracis-19088	151	11	(	(	PUNCT
bracis-19088	151	12	double	double	ADJ
bracis-19088	151	13	-	-	PUNCT
bracis-19088	151	14	size	size	NOUN
bracis-19088	151	15	training	training	NOUN
bracis-19088	151	16	dataset	dataset	NOUN
bracis-19088	151	17	)	)	PUNCT
bracis-19088	151	18	produced	produce	VERB
bracis-19088	151	19	good	good	ADJ
bracis-19088	151	20	results	result	NOUN
bracis-19088	151	21	with	with	ADP
bracis-19088	151	22	this	this	DET
bracis-19088	151	23	rather	rather	ADV
bracis-19088	151	24	uncommon	uncommon	ADJ
bracis-19088	151	25	testing	testing	NOUN
bracis-19088	151	26	dataset	dataset	NOUN
bracis-19088	151	27	.	.	PUNCT
bracis-19088	152	1	all	all	DET
bracis-19088	152	2	the	the	DET
bracis-19088	152	3	detailed	detailed	ADJ
bracis-19088	152	4	results	result	NOUN
bracis-19088	152	5	presented	present	VERB
bracis-19088	152	6	in	in	ADP
bracis-19088	152	7	this	this	DET
bracis-19088	152	8	paper	paper	NOUN
bracis-19088	152	9	are	be	AUX
bracis-19088	152	10	openly	openly	ADV
bracis-19088	152	11	availablefootnote	availablefootnote	VERB
bracis-19088	152	12	13	13	NUM
bracis-19088	152	13	.	.	NOUN
bracis-19088	152	14	4	4	NUM
bracis-19088	152	15	analysis	analysis	NOUN
bracis-19088	152	16	and	and	CCONJ
bracis-19088	152	17	 	 	SPACE
bracis-19088	152	18	discussion	discussion	NOUN
bracis-19088	152	19	these	these	DET
bracis-19088	152	20	experiments	experiment	NOUN
bracis-19088	152	21	indicate	indicate	VERB
bracis-19088	152	22	that	that	SCONJ
bracis-19088	152	23	multilingual	multilingual	ADJ
bracis-19088	152	24	pretrained	pretraine	VERB
bracis-19088	152	25	transformers	transformer	NOUN
bracis-19088	152	26	can	can	AUX
bracis-19088	152	27	be	be	AUX
bracis-19088	152	28	extremely	extremely	ADV
bracis-19088	152	29	useful	useful	ADJ
bracis-19088	152	30	when	when	SCONJ
bracis-19088	152	31	dealing	deal	VERB
bracis-19088	152	32	with	with	ADP
bracis-19088	152	33	languages	language	NOUN
bracis-19088	152	34	other	other	ADJ
bracis-19088	152	35	than	than	ADP
bracis-19088	152	36	english	english	PROPN
bracis-19088	152	37	.	.	PUNCT
bracis-19088	153	1	there	there	PRON
bracis-19088	153	2	is	be	VERB
bracis-19088	153	3	always	always	ADV
bracis-19088	153	4	the	the	DET
bracis-19088	153	5	need	need	NOUN
bracis-19088	153	6	to	to	PART
bracis-19088	153	7	integrate	integrate	VERB
bracis-19088	153	8	english	english	ADJ
bracis-19088	153	9	processing	processing	NOUN
bracis-19088	153	10	with	with	ADP
bracis-19088	153	11	the	the	DET
bracis-19088	153	12	additional	additional	ADJ
bracis-19088	153	13	languages	language	NOUN
bracis-19088	153	14	of	of	ADP
bracis-19088	153	15	interest	interest	NOUN
bracis-19088	153	16	,	,	PUNCT
bracis-19088	153	17	in	in	ADP
bracis-19088	153	18	our	our	PRON
bracis-19088	153	19	case	case	NOUN
bracis-19088	153	20	,	,	PUNCT
bracis-19088	153	21	with	with	ADP
bracis-19088	153	22	portuguese	portuguese	PROPN
bracis-19088	153	23	.	.	PUNCT
bracis-19088	154	1	overall	overall	ADJ
bracis-19088	154	2	,	,	PUNCT
bracis-19088	154	3	questions	question	NOUN
bracis-19088	154	4	in	in	ADP
bracis-19088	154	5	the	the	DET
bracis-19088	154	6	english	english	ADJ
bracis-19088	154	7	language	language	NOUN
bracis-19088	154	8	have	have	VERB
bracis-19088	154	9	a	a	DET
bracis-19088	154	10	closer	close	ADJ
bracis-19088	154	11	similarity	similarity	NOUN
bracis-19088	154	12	with	with	ADP
bracis-19088	154	13	sql	sql	NOUN
bracis-19088	154	14	queries	query	NOUN
bracis-19088	154	15	,	,	PUNCT
bracis-19088	154	16	thus	thus	ADV
bracis-19088	154	17	simplifying	simplify	VERB
bracis-19088	154	18	inferences	inference	NOUN
bracis-19088	154	19	.	.	PUNCT
bracis-19088	155	1	conversely	conversely	ADV
bracis-19088	155	2	,	,	PUNCT
bracis-19088	155	3	questions	question	NOUN
bracis-19088	155	4	in	in	ADP
bracis-19088	155	5	portuguese	portuguese	PROPN
bracis-19088	155	6	require	require	VERB
bracis-19088	155	7	further	further	ADJ
bracis-19088	155	8	work	work	NOUN
bracis-19088	155	9	.	.	PUNCT
bracis-19088	156	1	figure	figure	NOUN
bracis-19088	156	2	 	 	SPACE
bracis-19088	156	3	3	3	NUM
bracis-19088	156	4	show	show	VERB
bracis-19088	156	5	a	a	DET
bracis-19088	156	6	real	real	ADJ
bracis-19088	156	7	example	example	NOUN
bracis-19088	156	8	of	of	ADP
bracis-19088	156	9	correct	correct	ADJ
bracis-19088	156	10	predictions	prediction	NOUN
bracis-19088	156	11	in	in	ADP
bracis-19088	156	12	english	english	PROPN
bracis-19088	156	13	(	(	PUNCT
bracis-19088	156	14	table	table	NOUN
bracis-19088	156	15	 	 	SPACE
bracis-19088	156	16	5	5	NUM
bracis-19088	156	17	line	line	NOUN
bracis-19088	156	18	#	#	SYM
bracis-19088	156	19	5	5	NUM
bracis-19088	156	20	)	)	PUNCT
bracis-19088	156	21	and	and	CCONJ
bracis-19088	156	22	in	in	ADP
bracis-19088	156	23	portuguese	portuguese	ADJ
bracis-19088	156	24	(	(	PUNCT
bracis-19088	156	25	table	table	NOUN
bracis-19088	156	26	 	 	SPACE
bracis-19088	156	27	5	5	NUM
bracis-19088	156	28	line	line	NOUN
bracis-19088	156	29	#	#	SYM
bracis-19088	156	30	6	6	NUM
bracis-19088	156	31	)	)	PUNCT
bracis-19088	156	32	.	.	PUNCT
bracis-19088	157	1	in	in	ADP
bracis-19088	157	2	fig	fig	NOUN
bracis-19088	157	3	.	.	PUNCT
bracis-19088	157	4	 	 	SPACE
bracis-19088	157	5	3	3	NUM
bracis-19088	157	6	,	,	PUNCT
bracis-19088	157	7	words	word	NOUN
bracis-19088	157	8	such	such	ADJ
bracis-19088	157	9	as	as	ADP
bracis-19088	157	10	song	song	NOUN
bracis-19088	157	11	,	,	PUNCT
bracis-19088	157	12	names	name	NOUN
bracis-19088	157	13	,	,	PUNCT
bracis-19088	157	14	singers	singer	NOUN
bracis-19088	157	15	,	,	PUNCT
bracis-19088	157	16	average	average	ADJ
bracis-19088	157	17	in	in	ADP
bracis-19088	157	18	the	the	DET
bracis-19088	157	19	english	english	ADJ
bracis-19088	157	20	question	question	NOUN
bracis-19088	157	21	are	be	AUX
bracis-19088	157	22	keywords	keyword	NOUN
bracis-19088	157	23	needed	need	VERB
bracis-19088	157	24	to	to	PART
bracis-19088	157	25	resolve	resolve	VERB
bracis-19088	157	26	the	the	DET
bracis-19088	157	27	query	query	NOUN
bracis-19088	157	28	,	,	PUNCT
bracis-19088	157	29	and	and	CCONJ
bracis-19088	157	30	they	they	PRON
bracis-19088	157	31	are	be	AUX
bracis-19088	157	32	very	very	ADV
bracis-19088	157	33	close	close	ADJ
bracis-19088	157	34	to	to	ADP
bracis-19088	157	35	the	the	DET
bracis-19088	157	36	target	target	NOUN
bracis-19088	157	37	word	word	NOUN
bracis-19088	157	38	in	in	ADP
bracis-19088	157	39	the	the	DET
bracis-19088	157	40	query	query	NOUN
bracis-19088	157	41	.	.	PUNCT
bracis-19088	158	1	in	in	ADP
bracis-19088	158	2	portuguese	portuguese	PROPN
bracis-19088	158	3	,	,	PUNCT
bracis-19088	158	4	the	the	DET
bracis-19088	158	5	same	same	ADJ
bracis-19088	158	6	keywords	keyword	NOUN
bracis-19088	158	7	are	be	AUX
bracis-19088	158	8	músicas	música	NOUN
bracis-19088	158	9	,	,	PUNCT
bracis-19088	158	10	nomes	nome	NOUN
bracis-19088	158	11	,	,	PUNCT
bracis-19088	158	12	cantores	cantore	NOUN
bracis-19088	158	13	,	,	PUNCT
bracis-19088	158	14	média	média	PROPN
bracis-19088	158	15	that	that	PRON
bracis-19088	158	16	must	must	AUX
bracis-19088	158	17	respectively	respectively	ADV
bracis-19088	158	18	match	match	VERB
bracis-19088	158	19	song	song	NOUN
bracis-19088	158	20	,	,	PUNCT
bracis-19088	158	21	name	name	NOUN
bracis-19088	158	22	,	,	PUNCT
bracis-19088	158	23	singer	singer	NOUN
bracis-19088	158	24	,	,	PUNCT
bracis-19088	158	25	and	and	CCONJ
bracis-19088	158	26	avg	avg	PROPN
bracis-19088	158	27	.	.	PUNCT
bracis-19088	159	1	this	this	PRON
bracis-19088	159	2	introduced	introduce	VERB
bracis-19088	159	3	an	an	DET
bracis-19088	159	4	additional	additional	ADJ
bracis-19088	159	5	level	level	NOUN
bracis-19088	159	6	of	of	ADP
bracis-19088	159	7	difficulty	difficulty	NOUN
bracis-19088	159	8	that	that	PRON
bracis-19088	159	9	explains	explain	VERB
bracis-19088	159	10	the	the	DET
bracis-19088	159	11	slightly	slightly	ADV
bracis-19088	159	12	worse	bad	ADJ
bracis-19088	159	13	results	result	NOUN
bracis-19088	159	14	for	for	ADP
bracis-19088	159	15	inference	inference	NOUN
bracis-19088	159	16	with	with	ADP
bracis-19088	159	17	questions	question	NOUN
bracis-19088	159	18	in	in	ADP
bracis-19088	159	19	portuguese	portuguese	ADJ
bracis-19088	159	20	:	:	PUNCT
bracis-19088	159	21	0.595	0.595	NUM
bracis-19088	159	22	(	(	PUNCT
bracis-19088	159	23	table	table	NOUN
bracis-19088	159	24	 	 	SPACE
bracis-19088	159	25	5	5	NUM
bracis-19088	159	26	line	line	NOUN
bracis-19088	159	27	#	#	SYM
bracis-19088	159	28	6	6	NUM
bracis-19088	159	29	)	)	PUNCT
bracis-19088	159	30	.	.	PUNCT
bracis-19088	160	1	this	this	PRON
bracis-19088	160	2	is	be	AUX
bracis-19088	160	3	to	to	PART
bracis-19088	160	4	be	be	AUX
bracis-19088	160	5	compared	compare	VERB
bracis-19088	160	6	with	with	ADP
bracis-19088	160	7	questions	question	NOUN
bracis-19088	160	8	in	in	ADP
bracis-19088	160	9	english	english	PROPN
bracis-19088	160	10	:	:	PUNCT
bracis-19088	160	11	0.664	0.664	NUM
bracis-19088	160	12	(	(	PUNCT
bracis-19088	160	13	table	table	NOUN
bracis-19088	160	14	 	 	SPACE
bracis-19088	160	15	5	5	NUM
bracis-19088	160	16	line	line	NOUN
bracis-19088	160	17	#	#	SYM
bracis-19088	160	18	5	5	NUM
bracis-19088	160	19	)	)	PUNCT
bracis-19088	160	20	.	.	PUNCT
bracis-19088	161	1	in	in	ADP
bracis-19088	161	2	any	any	DET
bracis-19088	161	3	case	case	NOUN
bracis-19088	161	4	,	,	PUNCT
bracis-19088	161	5	it	it	PRON
bracis-19088	161	6	is	be	AUX
bracis-19088	161	7	surprising	surprising	ADJ
bracis-19088	161	8	that	that	SCONJ
bracis-19088	161	9	the	the	DET
bracis-19088	161	10	same	same	ADJ
bracis-19088	161	11	model	model	NOUN
bracis-19088	161	12	checkpoint	checkpoint	NOUN
bracis-19088	161	13	resolved	resolve	VERB
bracis-19088	161	14	the	the	DET
bracis-19088	161	15	translation	translation	NOUN
bracis-19088	161	16	with	with	ADP
bracis-19088	161	17	such	such	ADJ
bracis-19088	161	18	different	different	ADJ
bracis-19088	161	19	questions	question	NOUN
bracis-19088	161	20	.	.	PUNCT
bracis-19088	162	1	fig	fig	NOUN
bracis-19088	162	2	.	.	PUNCT
bracis-19088	163	1	4	4	NUM
bracis-19088	163	2	.	.	NOUN
bracis-19088	163	3	example	example	NOUN
bracis-19088	163	4	of	of	ADP
bracis-19088	163	5	words	word	NOUN
bracis-19088	163	6	that	that	PRON
bracis-19088	163	7	represent	represent	VERB
bracis-19088	163	8	the	the	DET
bracis-19088	163	9	value	value	NOUN
bracis-19088	163	10	in	in	ADP
bracis-19088	163	11	the	the	DET
bracis-19088	163	12	prediction	prediction	NOUN
bracis-19088	163	13	of	of	ADP
bracis-19088	163	14	the	the	DET
bracis-19088	163	15	sql	sql	NOUN
bracis-19088	163	16	query	query	NOUN
bracis-19088	163	17	.	.	PUNCT
bracis-19088	164	1	en	en	ADP
bracis-19088	164	2	q	q	NOUN
bracis-19088	164	3	:	:	PUNCT
bracis-19088	164	4	english	english	ADJ
bracis-19088	164	5	question	question	NOUN
bracis-19088	164	6	,	,	PUNCT
bracis-19088	164	7	pt	pt	X
bracis-19088	164	8	q	q	NOUN
bracis-19088	164	9	:	:	PUNCT
bracis-19088	164	10	question	question	NOUN
bracis-19088	164	11	translated	translate	VERB
bracis-19088	164	12	to	to	ADP
bracis-19088	164	13	portuguese	portuguese	PROPN
bracis-19088	164	14	,	,	PUNCT
bracis-19088	164	15	p	p	X
bracis-19088	164	16	:	:	PUNCT
bracis-19088	164	17	sql	sql	NOUN
bracis-19088	164	18	query	query	NOUN
bracis-19088	164	19	predicted	predict	VERB
bracis-19088	164	20	,	,	PUNCT
bracis-19088	164	21	and	and	CCONJ
bracis-19088	164	22	g	g	NOUN
bracis-19088	164	23	:	:	PUNCT
bracis-19088	164	24	gold	gold	NOUN
bracis-19088	164	25	sql	sql	NOUN
bracis-19088	164	26	query	query	NOUN
bracis-19088	164	27	.	.	PUNCT
bracis-19088	165	1	full	full	ADJ
bracis-19088	165	2	size	size	NOUN
bracis-19088	165	3	image	image	NOUN
bracis-19088	165	4	some	some	DET
bracis-19088	165	5	translations	translation	NOUN
bracis-19088	165	6	actually	actually	ADV
bracis-19088	165	7	keep	keep	VERB
bracis-19088	165	8	a	a	DET
bracis-19088	165	9	mix	mix	NOUN
bracis-19088	165	10	of	of	ADP
bracis-19088	165	11	languages	language	NOUN
bracis-19088	165	12	,	,	PUNCT
bracis-19088	165	13	because	because	SCONJ
bracis-19088	165	14	some	some	DET
bracis-19088	165	15	words	word	NOUN
bracis-19088	165	16	represent	represent	VERB
bracis-19088	165	17	the	the	DET
bracis-19088	165	18	value	value	NOUN
bracis-19088	165	19	and	and	CCONJ
bracis-19088	165	20	can	can	AUX
bracis-19088	165	21	not	not	PART
bracis-19088	165	22	be	be	AUX
bracis-19088	165	23	translated	translate	VERB
bracis-19088	165	24	.	.	PUNCT
bracis-19088	166	1	figure	figure	NOUN
bracis-19088	166	2	 	 	SPACE
bracis-19088	166	3	4	4	NUM
bracis-19088	166	4	shows	show	VERB
bracis-19088	166	5	an	an	DET
bracis-19088	166	6	example	example	NOUN
bracis-19088	166	7	.	.	PUNCT
bracis-19088	167	1	there	there	ADV
bracis-19088	167	2	the	the	DET
bracis-19088	167	3	show	show	NOUN
bracis-19088	167	4	name	name	NOUN
bracis-19088	167	5	“	"	PUNCT
bracis-19088	167	6	the	the	DET
bracis-19088	167	7	rise	rise	NOUN
bracis-19088	167	8	of	of	ADP
bracis-19088	167	9	the	the	DET
bracis-19088	167	10	blue	blue	ADJ
bracis-19088	167	11	beetle	beetle	NOUN
bracis-19088	167	12	”	"	PUNCT
bracis-19088	167	13	should	should	AUX
bracis-19088	167	14	not	not	PART
bracis-19088	167	15	be	be	AUX
bracis-19088	167	16	translated	translate	VERB
bracis-19088	167	17	to	to	PART
bracis-19088	167	18	maintain	maintain	VERB
bracis-19088	167	19	the	the	DET
bracis-19088	167	20	overall	overall	ADJ
bracis-19088	167	21	meaning	meaning	NOUN
bracis-19088	167	22	of	of	ADP
bracis-19088	167	23	the	the	DET
bracis-19088	167	24	question	question	NOUN
bracis-19088	167	25	;	;	PUNCT
bracis-19088	167	26	these	these	DET
bracis-19088	167	27	words	word	NOUN
bracis-19088	167	28	in	in	ADP
bracis-19088	167	29	english	english	PROPN
bracis-19088	167	30	must	must	AUX
bracis-19088	167	31	be	be	AUX
bracis-19088	167	32	part	part	NOUN
bracis-19088	167	33	of	of	ADP
bracis-19088	167	34	the	the	DET
bracis-19088	167	35	portuguese	portuguese	ADJ
bracis-19088	167	36	question	question	NOUN
bracis-19088	167	37	.	.	PUNCT
bracis-19088	168	1	this	this	DET
bracis-19088	168	2	successful	successful	ADJ
bracis-19088	168	3	sql	sql	NOUN
bracis-19088	168	4	query	query	NOUN
bracis-19088	168	5	inference	inference	NOUN
bracis-19088	168	6	was	be	AUX
bracis-19088	168	7	produced	produce	VERB
bracis-19088	168	8	with	with	ADP
bracis-19088	168	9	mbart-50	mbart-50	PROPN
bracis-19088	168	10	fine	fine	ADV
bracis-19088	168	11	-	-	PUNCT
bracis-19088	168	12	tuned	tune	VERB
bracis-19088	168	13	with	with	ADP
bracis-19088	168	14	the	the	DET
bracis-19088	168	15	english	english	ADJ
bracis-19088	168	16	and	and	CCONJ
bracis-19088	168	17	portuguese	portuguese	ADJ
bracis-19088	168	18	training	training	NOUN
bracis-19088	168	19	dataset	dataset	NOUN
bracis-19088	168	20	(	(	PUNCT
bracis-19088	168	21	table	table	NOUN
bracis-19088	168	22	 	 	SPACE
bracis-19088	168	23	5	5	NUM
bracis-19088	168	24	line	line	NOUN
bracis-19088	168	25	#	#	SYM
bracis-19088	168	26	6	6	NUM
bracis-19088	168	27	)	)	PUNCT
bracis-19088	168	28	and	and	CCONJ
bracis-19088	168	29	mbart-50	mbart-50	PROPN
bracis-19088	168	30	fine	fine	ADV
bracis-19088	168	31	-	-	PUNCT
bracis-19088	168	32	tuned	tune	VERB
bracis-19088	168	33	in	in	ADP
bracis-19088	168	34	the	the	DET
bracis-19088	168	35	portuguese	portuguese	ADJ
bracis-19088	168	36	-	-	PUNCT
bracis-19088	168	37	only	only	ADV
bracis-19088	168	38	training	training	NOUN
bracis-19088	168	39	dataset	dataset	NOUN
bracis-19088	168	40	(	(	PUNCT
bracis-19088	168	41	table	table	NOUN
bracis-19088	168	42	 	 	SPACE
bracis-19088	168	43	5	5	NUM
bracis-19088	168	44	line	line	NOUN
bracis-19088	168	45	#	#	SYM
bracis-19088	168	46	4	4	NUM
bracis-19088	168	47	)	)	PUNCT
bracis-19088	168	48	.	.	PUNCT
bracis-19088	169	1	the	the	DET
bracis-19088	169	2	show	show	NOUN
bracis-19088	169	3	name	name	NOUN
bracis-19088	169	4	was	be	AUX
bracis-19088	169	5	then	then	ADV
bracis-19088	169	6	replaced	replace	VERB
bracis-19088	169	7	with	with	ADP
bracis-19088	169	8	“	"	PUNCT
bracis-19088	169	9	terminal	terminal	NOUN
bracis-19088	169	10	”	"	PUNCT
bracis-19088	169	11	during	during	ADP
bracis-19088	169	12	the	the	DET
bracis-19088	169	13	rat	rat	ADJ
bracis-19088	169	14	-	-	PUNCT
bracis-19088	169	15	sql+gap	sql+gap	ADJ
bracis-19088	169	16	prediction	prediction	NOUN
bracis-19088	169	17	process	process	NOUN
bracis-19088	169	18	,	,	PUNCT
bracis-19088	169	19	as	as	SCONJ
bracis-19088	169	20	it	it	PRON
bracis-19088	169	21	is	be	AUX
bracis-19088	169	22	processed	process	VERB
bracis-19088	169	23	through	through	ADP
bracis-19088	169	24	the	the	DET
bracis-19088	169	25	spider	spider	NOUN
bracis-19088	169	26	exact	exact	ADJ
bracis-19088	169	27	set	set	NOUN
bracis-19088	169	28	match	match	NOUN
bracis-19088	169	29	without	without	ADP
bracis-19088	169	30	values	value	NOUN
bracis-19088	169	31	evaluation	evaluation	NOUN
bracis-19088	169	32	.	.	PUNCT
bracis-19088	170	1	in	in	ADP
bracis-19088	170	2	any	any	DET
bracis-19088	170	3	case	case	NOUN
bracis-19088	170	4	,	,	PUNCT
bracis-19088	170	5	the	the	DET
bracis-19088	170	6	show	show	NOUN
bracis-19088	170	7	name	name	NOUN
bracis-19088	170	8	is	be	AUX
bracis-19088	170	9	part	part	NOUN
bracis-19088	170	10	of	of	ADP
bracis-19088	170	11	the	the	DET
bracis-19088	170	12	input	input	NOUN
bracis-19088	170	13	and	and	CCONJ
bracis-19088	170	14	will	will	AUX
bracis-19088	170	15	introduce	introduce	VERB
bracis-19088	170	16	difficulties	difficulty	NOUN
bracis-19088	170	17	in	in	ADP
bracis-19088	170	18	the	the	DET
bracis-19088	170	19	prediction	prediction	NOUN
bracis-19088	170	20	.	.	PUNCT
bracis-19088	171	1	in	in	ADP
bracis-19088	171	2	addition	addition	NOUN
bracis-19088	171	3	,	,	PUNCT
bracis-19088	171	4	for	for	ADP
bracis-19088	171	5	real	real	ADJ
bracis-19088	171	6	-	-	PUNCT
bracis-19088	171	7	world	world	NOUN
bracis-19088	171	8	databases	database	NOUN
bracis-19088	171	9	,	,	PUNCT
bracis-19088	171	10	it	it	PRON
bracis-19088	171	11	is	be	AUX
bracis-19088	171	12	a	a	DET
bracis-19088	171	13	practice	practice	NOUN
bracis-19088	171	14	,	,	PUNCT
bracis-19088	171	15	at	at	ADP
bracis-19088	171	16	least	least	ADJ
bracis-19088	171	17	in	in	ADP
bracis-19088	171	18	brazil	brazil	PROPN
bracis-19088	171	19	,	,	PUNCT
bracis-19088	171	20	to	to	PART
bracis-19088	171	21	name	name	VERB
bracis-19088	171	22	tables	table	NOUN
bracis-19088	171	23	and	and	CCONJ
bracis-19088	171	24	columns	column	NOUN
bracis-19088	171	25	with	with	ADP
bracis-19088	171	26	english	english	ADJ
bracis-19088	171	27	words	word	NOUN
bracis-19088	171	28	even	even	ADV
bracis-19088	171	29	for	for	ADP
bracis-19088	171	30	databases	database	NOUN
bracis-19088	171	31	with	with	ADP
bracis-19088	171	32	content	content	NOUN
bracis-19088	171	33	in	in	ADP
bracis-19088	171	34	portuguese	portuguese	PROPN
bracis-19088	171	35	.	.	PUNCT
bracis-19088	172	1	this	this	DET
bracis-19088	172	2	practical	practical	ADJ
bracis-19088	172	3	matter	matter	NOUN
bracis-19088	172	4	is	be	AUX
bracis-19088	172	5	another	another	DET
bracis-19088	172	6	argument	argument	NOUN
bracis-19088	172	7	in	in	ADP
bracis-19088	172	8	favor	favor	NOUN
bracis-19088	172	9	of	of	ADP
bracis-19088	172	10	a	a	DET
bracis-19088	172	11	multilingual	multilingual	ADJ
bracis-19088	172	12	approach	approach	NOUN
bracis-19088	172	13	.	.	PUNCT
bracis-19088	173	1	figure	figure	NOUN
bracis-19088	173	2	 	 	SPACE
bracis-19088	173	3	5	5	NUM
bracis-19088	173	4	shows	show	VERB
bracis-19088	173	5	a	a	DET
bracis-19088	173	6	sample	sample	NOUN
bracis-19088	173	7	of	of	ADP
bracis-19088	173	8	failed	fail	VERB
bracis-19088	173	9	translations	translation	NOUN
bracis-19088	173	10	evaluated	evaluate	VERB
bracis-19088	173	11	by	by	ADP
bracis-19088	173	12	the	the	DET
bracis-19088	173	13	spider	spider	NOUN
bracis-19088	173	14	exact	exact	ADJ
bracis-19088	173	15	set	set	NOUN
bracis-19088	173	16	match	match	NOUN
bracis-19088	173	17	for	for	ADP
bracis-19088	173	18	inferences	inference	NOUN
bracis-19088	173	19	using	use	VERB
bracis-19088	173	20	mbart-50	mbart-50	PROPN
bracis-19088	173	21	(	(	PUNCT
bracis-19088	173	22	table	table	NOUN
bracis-19088	173	23	 	 	SPACE
bracis-19088	173	24	5	5	NUM
bracis-19088	173	25	line	line	NOUN
bracis-19088	173	26	#	#	SYM
bracis-19088	173	27	6	6	NUM
bracis-19088	173	28	)	)	PUNCT
bracis-19088	173	29	.	.	PUNCT
bracis-19088	174	1	it	it	PRON
bracis-19088	174	2	is	be	AUX
bracis-19088	174	3	actually	actually	ADV
bracis-19088	174	4	difficult	difficult	ADJ
bracis-19088	174	5	to	to	PART
bracis-19088	174	6	find	find	VERB
bracis-19088	174	7	the	the	DET
bracis-19088	174	8	errors	error	NOUN
bracis-19088	174	9	without	without	ADP
bracis-19088	174	10	knowing	know	VERB
bracis-19088	174	11	the	the	DET
bracis-19088	174	12	database	database	NOUN
bracis-19088	174	13	schema	schema	NOUN
bracis-19088	174	14	related	relate	VERB
bracis-19088	174	15	to	to	ADP
bracis-19088	174	16	every	every	DET
bracis-19088	174	17	query	query	NOUN
bracis-19088	174	18	.	.	PUNCT
bracis-19088	175	1	the	the	DET
bracis-19088	175	2	objective	objective	NOUN
bracis-19088	175	3	of	of	ADP
bracis-19088	175	4	this	this	DET
bracis-19088	175	5	figure	figure	NOUN
bracis-19088	175	6	is	be	AUX
bracis-19088	175	7	to	to	PART
bracis-19088	175	8	show	show	VERB
bracis-19088	175	9	that	that	SCONJ
bracis-19088	175	10	even	even	ADV
bracis-19088	175	11	when	when	SCONJ
bracis-19088	175	12	the	the	DET
bracis-19088	175	13	query	query	NOUN
bracis-19088	175	14	is	be	AUX
bracis-19088	175	15	incorrect	incorrect	ADJ
bracis-19088	175	16	,	,	PUNCT
bracis-19088	175	17	it	it	PRON
bracis-19088	175	18	is	be	AUX
bracis-19088	175	19	not	not	PART
bracis-19088	175	20	composed	compose	VERB
bracis-19088	175	21	of	of	ADP
bracis-19088	175	22	random	random	ADJ
bracis-19088	175	23	or	or	CCONJ
bracis-19088	175	24	nonsensical	nonsensical	ADJ
bracis-19088	175	25	words	word	NOUN
bracis-19088	175	26	.	.	PUNCT
bracis-19088	176	1	our	our	PRON
bracis-19088	176	2	manual	manual	ADJ
bracis-19088	176	3	analysis	analysis	NOUN
bracis-19088	176	4	indicates	indicate	VERB
bracis-19088	176	5	that	that	SCONJ
bracis-19088	176	6	this	this	PRON
bracis-19088	176	7	is	be	AUX
bracis-19088	176	8	true	true	ADJ
bracis-19088	176	9	for	for	ADP
bracis-19088	176	10	queries	query	NOUN
bracis-19088	176	11	failing	fail	VERB
bracis-19088	176	12	with	with	ADP
bracis-19088	176	13	all	all	DET
bracis-19088	176	14	other	other	ADJ
bracis-19088	176	15	models	model	NOUN
bracis-19088	176	16	.	.	PUNCT
bracis-19088	177	1	fig	fig	NOUN
bracis-19088	177	2	.	.	PUNCT
bracis-19088	178	1	5	5	X
bracis-19088	178	2	.	.	X
bracis-19088	178	3	sample	sample	NOUN
bracis-19088	178	4	of	of	ADP
bracis-19088	178	5	failed	fail	VERB
bracis-19088	178	6	queries	query	NOUN
bracis-19088	178	7	evaluated	evaluate	VERB
bracis-19088	178	8	by	by	ADP
bracis-19088	178	9	spider	spider	NOUN
bracis-19088	178	10	exact	exact	ADJ
bracis-19088	178	11	set	set	NOUN
bracis-19088	178	12	match	match	NOUN
bracis-19088	178	13	for	for	ADP
bracis-19088	178	14	inferences	inference	NOUN
bracis-19088	178	15	from	from	ADP
bracis-19088	178	16	mbart-50	mbart-50	PROPN
bracis-19088	178	17	(	(	PUNCT
bracis-19088	178	18	table	table	NOUN
bracis-19088	178	19	 	 	SPACE
bracis-19088	178	20	5	5	NUM
bracis-19088	178	21	line	line	NOUN
bracis-19088	178	22	#	#	SYM
bracis-19088	178	23	6	6	NUM
bracis-19088	178	24	)	)	PUNCT
bracis-19088	178	25	.	.	PUNCT
bracis-19088	179	1	q	q	X
bracis-19088	179	2	:	:	PUNCT
bracis-19088	179	3	question	question	NOUN
bracis-19088	179	4	,	,	PUNCT
bracis-19088	179	5	p	p	X
bracis-19088	179	6	:	:	PUNCT
bracis-19088	179	7	sql	sql	NOUN
bracis-19088	179	8	query	query	NOUN
bracis-19088	179	9	predicted	predict	VERB
bracis-19088	179	10	,	,	PUNCT
bracis-19088	179	11	and	and	CCONJ
bracis-19088	179	12	g	g	NOUN
bracis-19088	179	13	:	:	PUNCT
bracis-19088	179	14	gold	gold	NOUN
bracis-19088	179	15	sql	sql	NOUN
bracis-19088	179	16	query	query	NOUN
bracis-19088	179	17	.	.	PUNCT
bracis-19088	180	1	full	full	ADJ
bracis-19088	180	2	size	size	NOUN
bracis-19088	180	3	image	image	NOUN
bracis-19088	180	4	5	5	NUM
bracis-19088	180	5	conclusion	conclusion	NOUN
bracis-19088	180	6	and	and	CCONJ
bracis-19088	180	7	 	 	SPACE
bracis-19088	180	8	future	future	ADJ
bracis-19088	180	9	work	work	NOUN
bracis-19088	180	10	in	in	ADP
bracis-19088	180	11	sum	sum	NOUN
bracis-19088	180	12	,	,	PUNCT
bracis-19088	180	13	we	we	PRON
bracis-19088	180	14	have	have	AUX
bracis-19088	180	15	explored	explore	VERB
bracis-19088	180	16	the	the	DET
bracis-19088	180	17	possible	possible	ADJ
bracis-19088	180	18	ways	way	NOUN
bracis-19088	180	19	to	to	PART
bracis-19088	180	20	create	create	VERB
bracis-19088	180	21	a	a	DET
bracis-19088	180	22	translator	translator	NOUN
bracis-19088	180	23	that	that	PRON
bracis-19088	180	24	takes	take	VERB
bracis-19088	180	25	questions	question	NOUN
bracis-19088	180	26	in	in	ADP
bracis-19088	180	27	the	the	DET
bracis-19088	180	28	portuguese	portuguese	ADJ
bracis-19088	180	29	language	language	NOUN
bracis-19088	180	30	and	and	CCONJ
bracis-19088	180	31	outputs	output	NOUN
bracis-19088	180	32	correct	correct	ADJ
bracis-19088	180	33	sql	sql	NOUN
bracis-19088	180	34	queries	query	NOUN
bracis-19088	180	35	corresponding	correspond	VERB
bracis-19088	180	36	to	to	ADP
bracis-19088	180	37	the	the	DET
bracis-19088	180	38	questions	question	NOUN
bracis-19088	180	39	.	.	PUNCT
bracis-19088	181	1	by	by	ADP
bracis-19088	181	2	adapting	adapt	VERB
bracis-19088	181	3	a	a	DET
bracis-19088	181	4	state	state	NOUN
bracis-19088	181	5	-	-	PUNCT
bracis-19088	181	6	of	of	ADP
bracis-19088	181	7	-	-	PUNCT
bracis-19088	181	8	the	the	DET
bracis-19088	181	9	-	-	PUNCT
bracis-19088	181	10	art	art	NOUN
bracis-19088	181	11	nl2sql	nl2sql	PROPN
bracis-19088	181	12	to	to	ADP
bracis-19088	181	13	the	the	DET
bracis-19088	181	14	portuguese	portuguese	ADJ
bracis-19088	181	15	language	language	NOUN
bracis-19088	181	16	,	,	PUNCT
bracis-19088	181	17	our	our	PRON
bracis-19088	181	18	main	main	ADJ
bracis-19088	181	19	conclusion	conclusion	NOUN
bracis-19088	181	20	is	be	AUX
bracis-19088	181	21	that	that	SCONJ
bracis-19088	181	22	a	a	DET
bracis-19088	181	23	multilingual	multilingual	ADJ
bracis-19088	181	24	approach	approach	NOUN
bracis-19088	181	25	is	be	AUX
bracis-19088	181	26	needed	need	VERB
bracis-19088	181	27	:	:	PUNCT
bracis-19088	181	28	it	it	PRON
bracis-19088	181	29	is	be	AUX
bracis-19088	181	30	not	not	PART
bracis-19088	181	31	enough	enough	ADJ
bracis-19088	181	32	to	to	PART
bracis-19088	181	33	do	do	VERB
bracis-19088	181	34	everything	everything	PRON
bracis-19088	181	35	in	in	ADP
bracis-19088	181	36	portuguese	portuguese	ADJ
bracis-19088	181	37	;	;	PUNCT
bracis-19088	181	38	rather	rather	ADV
bracis-19088	181	39	,	,	PUNCT
bracis-19088	181	40	we	we	PRON
bracis-19088	181	41	must	must	AUX
bracis-19088	181	42	simultaneously	simultaneously	ADV
bracis-19088	181	43	work	work	VERB
bracis-19088	181	44	with	with	ADP
bracis-19088	181	45	english	english	PROPN
bracis-19088	181	46	and	and	CCONJ
bracis-19088	181	47	portuguese	portuguese	ADJ
bracis-19088	181	48	.	.	PUNCT
bracis-19088	182	1	in	in	ADP
bracis-19088	182	2	table	table	NOUN
bracis-19088	182	3	 	 	SPACE
bracis-19088	182	4	5	5	NUM
bracis-19088	182	5	,	,	PUNCT
bracis-19088	182	6	our	our	PRON
bracis-19088	182	7	best	good	ADJ
bracis-19088	182	8	result	result	NOUN
bracis-19088	182	9	is	be	AUX
bracis-19088	182	10	in	in	ADP
bracis-19088	182	11	line	line	NOUN
bracis-19088	182	12	#	#	SYM
bracis-19088	182	13	5	5	NUM
bracis-19088	182	14	0.664	0.664	NUM
bracis-19088	182	15	(	(	PUNCT
bracis-19088	182	16	all	all	PRON
bracis-19088	182	17	)	)	PUNCT
bracis-19088	182	18	whereby	whereby	SCONJ
bracis-19088	182	19	we	we	PRON
bracis-19088	182	20	test	test	VERB
bracis-19088	182	21	with	with	ADP
bracis-19088	182	22	questions	question	NOUN
bracis-19088	182	23	in	in	ADP
bracis-19088	182	24	english	english	PROPN
bracis-19088	182	25	(	(	PUNCT
bracis-19088	182	26	original	original	ADJ
bracis-19088	182	27	test	test	NOUN
bracis-19088	182	28	set	set	VERB
bracis-19088	182	29	from	from	ADP
bracis-19088	182	30	spider	spider	NOUN
bracis-19088	182	31	)	)	PUNCT
bracis-19088	182	32	using	use	VERB
bracis-19088	182	33	mbart-50	mbart-50	PROPN
bracis-19088	182	34	model	model	NOUN
bracis-19088	182	35	fine	fine	ADV
bracis-19088	182	36	-	-	PUNCT
bracis-19088	182	37	tuned	tune	VERB
bracis-19088	182	38	with	with	ADP
bracis-19088	182	39	a	a	DET
bracis-19088	182	40	double	double	ADJ
bracis-19088	182	41	-	-	PUNCT
bracis-19088	182	42	size	size	NOUN
bracis-19088	182	43	training	training	NOUN
bracis-19088	182	44	dataset	dataset	NOUN
bracis-19088	182	45	(	(	PUNCT
bracis-19088	182	46	english	english	NOUN
bracis-19088	182	47	and	and	CCONJ
bracis-19088	182	48	portuguese	portuguese	ADJ
bracis-19088	182	49	)	)	PUNCT
bracis-19088	182	50	.	.	PUNCT
bracis-19088	183	1	this	this	PRON
bracis-19088	183	2	yields	yield	VERB
bracis-19088	183	3	92	92	NUM
bracis-19088	183	4	%	%	NOUN
bracis-19088	183	5	of	of	ADP
bracis-19088	183	6	the	the	DET
bracis-19088	183	7	english	english	PROPN
bracis-19088	183	8	-	-	PUNCT
bracis-19088	183	9	only	only	ADJ
bracis-19088	183	10	performance	performance	NOUN
bracis-19088	183	11	of	of	ADP
bracis-19088	183	12	0.718	0.718	NUM
bracis-19088	183	13	(	(	PUNCT
bracis-19088	183	14	all	all	ADV
bracis-19088	183	15	)	)	PUNCT
bracis-19088	183	16	in	in	ADP
bracis-19088	183	17	line	line	NOUN
bracis-19088	183	18	#	#	SYM
bracis-19088	183	19	1	1	NUM
bracis-19088	183	20	.	.	PUNCT
bracis-19088	184	1	testing	test	VERB
bracis-19088	184	2	with	with	ADP
bracis-19088	184	3	questions	question	NOUN
bracis-19088	184	4	in	in	ADP
bracis-19088	184	5	portuguese	portuguese	PROPN
bracis-19088	184	6	(	(	PUNCT
bracis-19088	184	7	using	use	VERB
bracis-19088	184	8	our	our	PRON
bracis-19088	184	9	translation	translation	NOUN
bracis-19088	184	10	)	)	PUNCT
bracis-19088	184	11	with	with	ADP
bracis-19088	184	12	the	the	DET
bracis-19088	184	13	same	same	ADJ
bracis-19088	184	14	bart-50	bart-50	NOUN
bracis-19088	184	15	model	model	NOUN
bracis-19088	184	16	fine	fine	ADV
bracis-19088	184	17	-	-	PUNCT
bracis-19088	184	18	tuned	tune	VERB
bracis-19088	184	19	with	with	ADP
bracis-19088	184	20	a	a	DET
bracis-19088	184	21	double	double	ADJ
bracis-19088	184	22	-	-	PUNCT
bracis-19088	184	23	size	size	NOUN
bracis-19088	184	24	training	training	NOUN
bracis-19088	184	25	dataset	dataset	NOUN
bracis-19088	184	26	(	(	PUNCT
bracis-19088	184	27	english	english	NOUN
bracis-19088	184	28	and	and	CCONJ
bracis-19088	184	29	portuguese	portuguese	ADJ
bracis-19088	184	30	)	)	PUNCT
bracis-19088	184	31	,	,	PUNCT
bracis-19088	184	32	we	we	PRON
bracis-19088	184	33	achieve	achieve	VERB
bracis-19088	184	34	instead	instead	ADV
bracis-19088	184	35	0.595	0.595	NUM
bracis-19088	184	36	(	(	PUNCT
bracis-19088	184	37	all	all	DET
bracis-19088	184	38	)	)	PUNCT
bracis-19088	184	39	line	line	NOUN
bracis-19088	184	40	#	#	SYM
bracis-19088	184	41	6	6	NUM
bracis-19088	184	42	.	.	PUNCT
bracis-19088	185	1	now	now	INTJ
bracis-19088	185	2	this	this	PRON
bracis-19088	185	3	is	be	AUX
bracis-19088	185	4	83	83	NUM
bracis-19088	185	5	%	%	NOUN
bracis-19088	185	6	of	of	ADP
bracis-19088	185	7	the	the	DET
bracis-19088	185	8	english	english	PROPN
bracis-19088	185	9	-	-	PUNCT
bracis-19088	185	10	only	only	ADJ
bracis-19088	185	11	performance	performance	NOUN
bracis-19088	185	12	of	of	ADP
bracis-19088	185	13	0.718	0.718	NUM
bracis-19088	185	14	(	(	PUNCT
bracis-19088	185	15	all	all	PRON
bracis-19088	185	16	)	)	PUNCT
bracis-19088	185	17	.	.	PUNCT
bracis-19088	186	1	these	these	DET
bracis-19088	186	2	results	result	NOUN
bracis-19088	186	3	should	should	AUX
bracis-19088	186	4	work	work	VERB
bracis-19088	186	5	as	as	ADP
bracis-19088	186	6	a	a	DET
bracis-19088	186	7	baseline	baseline	NOUN
bracis-19088	186	8	for	for	ADP
bracis-19088	186	9	future	future	ADJ
bracis-19088	186	10	nl2sql	nl2sql	PROPN
bracis-19088	186	11	research	research	NOUN
bracis-19088	186	12	in	in	ADP
bracis-19088	186	13	portuguese	portuguese	PROPN
bracis-19088	186	14	.	.	PUNCT
bracis-19088	187	1	our	our	PRON
bracis-19088	187	2	multilingual	multilingual	ADJ
bracis-19088	187	3	rat	rat	NOUN
bracis-19088	187	4	-	-	PUNCT
bracis-19088	187	5	sql+gap	sql+gap	ADJ
bracis-19088	187	6	,	,	PUNCT
bracis-19088	187	7	or	or	CCONJ
bracis-19088	187	8	mrat	mrat	NOUN
bracis-19088	187	9	-	-	PUNCT
bracis-19088	187	10	sql+gap	sql+gap	PROPN
bracis-19088	187	11	for	for	ADP
bracis-19088	187	12	short	short	ADJ
bracis-19088	187	13	,	,	PUNCT
bracis-19088	187	14	the	the	DET
bracis-19088	187	15	translated	translate	VERB
bracis-19088	187	16	datasets	dataset	NOUN
bracis-19088	187	17	,	,	PUNCT
bracis-19088	187	18	the	the	DET
bracis-19088	187	19	trained	train	VERB
bracis-19088	187	20	checkpoint	checkpoint	NOUN
bracis-19088	187	21	,	,	PUNCT
bracis-19088	187	22	and	and	CCONJ
bracis-19088	187	23	the	the	DET
bracis-19088	187	24	results	result	NOUN
bracis-19088	187	25	;	;	PUNCT
bracis-19088	187	26	are	be	AUX
bracis-19088	187	27	open	open	ADJ
bracis-19088	187	28	-	-	PUNCT
bracis-19088	187	29	source	source	NOUN
bracis-19088	187	30	availablefootnote	availablefootnote	NOUN
bracis-19088	187	31	14	14	NUM
bracis-19088	187	32	.	.	PUNCT
bracis-19088	188	1	future	future	ADJ
bracis-19088	188	2	work	work	NOUN
bracis-19088	188	3	should	should	AUX
bracis-19088	188	4	try	try	VERB
bracis-19088	188	5	other	other	ADJ
bracis-19088	188	6	multilingual	multilingual	ADJ
bracis-19088	188	7	transformers	transformer	NOUN
bracis-19088	188	8	(	(	PUNCT
bracis-19088	188	9	and	and	CCONJ
bracis-19088	188	10	possibly	possibly	ADV
bracis-19088	188	11	other	other	ADJ
bracis-19088	188	12	seq	seq	PROPN
bracis-19088	188	13	-	-	PUNCT
bracis-19088	188	14	to	to	ADP
bracis-19088	188	15	-	-	PUNCT
bracis-19088	188	16	seq	seq	NOUN
bracis-19088	188	17	models	model	NOUN
bracis-19088	188	18	)	)	PUNCT
bracis-19088	188	19	,	,	PUNCT
bracis-19088	188	20	always	always	ADV
bracis-19088	188	21	seeking	seek	VERB
bracis-19088	188	22	ways	way	NOUN
bracis-19088	188	23	to	to	PART
bracis-19088	188	24	use	use	VERB
bracis-19088	188	25	english	english	PROPN
bracis-19088	188	26	and	and	CCONJ
bracis-19088	188	27	portuguese	portuguese	ADJ
bracis-19088	188	28	together	together	ADV
bracis-19088	188	29	.	.	PUNCT
bracis-19088	189	1	another	another	DET
bracis-19088	189	2	possible	possible	ADJ
bracis-19088	189	3	future	future	ADJ
bracis-19088	189	4	work	work	NOUN
bracis-19088	189	5	is	be	AUX
bracis-19088	189	6	to	to	ADP
bracis-19088	189	7	fine	fine	ADJ
bracis-19088	189	8	-	-	PUNCT
bracis-19088	189	9	tune	tune	NOUN
bracis-19088	189	10	bertimbau	bertimbau	NOUN
bracis-19088	189	11	-	-	PUNCT
bracis-19088	189	12	largefootnote	largefootnote	ADJ
bracis-19088	189	13	15	15	NUM
bracis-19088	189	14	 	 	SPACE
bracis-19088	189	15	[	[	PUNCT
bracis-19088	189	16	49	49	NUM
bracis-19088	189	17	]	]	PUNCT
bracis-19088	189	18	so	so	SCONJ
bracis-19088	189	19	as	as	SCONJ
bracis-19088	189	20	to	to	PART
bracis-19088	189	21	better	well	ADV
bracis-19088	189	22	understand	understand	VERB
bracis-19088	189	23	the	the	DET
bracis-19088	189	24	effect	effect	NOUN
bracis-19088	189	25	of	of	ADP
bracis-19088	189	26	the	the	DET
bracis-19088	189	27	size	size	NOUN
bracis-19088	189	28	of	of	ADP
bracis-19088	189	29	the	the	DET
bracis-19088	189	30	language	language	NOUN
bracis-19088	189	31	model	model	NOUN
bracis-19088	189	32	.	.	PUNCT
bracis-19088	190	1	lastly	lastly	ADV
bracis-19088	190	2	,	,	PUNCT
bracis-19088	190	3	a	a	DET
bracis-19088	190	4	translation	translation	NOUN
bracis-19088	190	5	of	of	ADP
bracis-19088	190	6	the	the	DET
bracis-19088	190	7	spider	spider	NOUN
bracis-19088	190	8	dataset	dataset	VERB
bracis-19088	190	9	to	to	ADP
bracis-19088	190	10	other	other	ADJ
bracis-19088	190	11	languages	language	NOUN
bracis-19088	190	12	so	so	SCONJ
bracis-19088	190	13	as	as	SCONJ
bracis-19088	190	14	to	to	PART
bracis-19088	190	15	work	work	VERB
bracis-19088	190	16	with	with	ADP
bracis-19088	190	17	several	several	ADJ
bracis-19088	190	18	languages	language	NOUN
bracis-19088	190	19	at	at	ADP
bracis-19088	190	20	the	the	DET
bracis-19088	190	21	same	same	ADJ
bracis-19088	190	22	time	time	NOUN
bracis-19088	190	23	should	should	AUX
bracis-19088	190	24	produce	produce	VERB
bracis-19088	190	25	valuable	valuable	ADJ
bracis-19088	190	26	insights	insight	NOUN
bracis-19088	190	27	.	.	PUNCT
bracis-19088	191	1	notes	note	NOUN
bracis-19088	191	2	1.spider	1.spider	NUM
bracis-19088	191	3	dataset	dataset	NOUN
bracis-19088	191	4	:	:	PUNCT
bracis-19088	191	5	https://yale-lily.github.io/spider	https://yale-lily.github.io/spider	NOUN
bracis-19088	191	6	.	.	PUNCT
bracis-19088	192	1	2.spider	2.spider	NUM
bracis-19088	192	2	test	test	NOUN
bracis-19088	192	3	suite	suite	NOUN
bracis-19088	192	4	evaluation	evaluation	NOUN
bracis-19088	192	5	github	github	NOUN
bracis-19088	192	6	:	:	PUNCT
bracis-19088	192	7	https://github.com	https://github.com	X
bracis-19088	192	8	/	/	SYM
bracis-19088	192	9	taoyds	taoyds	NOUN
bracis-19088	192	10	/	/	SYM
bracis-19088	192	11	test	test	NOUN
bracis-19088	192	12	-	-	PUNCT
bracis-19088	192	13	suite	suite	NOUN
bracis-19088	192	14	-	-	PUNCT
bracis-19088	192	15	sql	sql	NOUN
bracis-19088	192	16	-	-	PUNCT
bracis-19088	192	17	eval	eval	NOUN
bracis-19088	192	18	.	.	PUNCT
bracis-19088	193	1	3.spider	3.spider	NUM
bracis-19088	193	2	leaderboard	leaderboard	NOUN
bracis-19088	193	3	rank	rank	NOUN
bracis-19088	193	4	:	:	PUNCT
bracis-19088	193	5	https://yale-lily.github.io/spider	https://yale-lily.github.io/spider	NOUN
bracis-19088	193	6	.	.	PUNCT
bracis-19088	194	1	4.rat	4.rat	ADJ
bracis-19088	194	2	-	-	ADJ
bracis-19088	194	3	sql+gap	sql+gap	ADJ
bracis-19088	194	4	github	github	NOUN
bracis-19088	194	5	:	:	PUNCT
bracis-19088	195	1	https://github.com/awslabs/gap-text2sql	https://github.com/awslabs/gap-text2sql	PROPN
bracis-19088	195	2	.	.	PUNCT
bracis-19088	196	1	5.dev	5.dev	NUM
bracis-19088	196	2	results	result	NOUN
bracis-19088	196	3	are	be	AUX
bracis-19088	196	4	obtained	obtain	VERB
bracis-19088	196	5	locally	locally	ADV
bracis-19088	196	6	by	by	ADP
bracis-19088	196	7	the	the	DET
bracis-19088	196	8	developer	developer	NOUN
bracis-19088	196	9	;	;	PUNCT
bracis-19088	196	10	to	to	PART
bracis-19088	196	11	get	get	VERB
bracis-19088	196	12	official	official	ADJ
bracis-19088	196	13	score	score	NOUN
bracis-19088	196	14	and	and	CCONJ
bracis-19088	196	15	test	test	NOUN
bracis-19088	196	16	results	result	NOUN
bracis-19088	196	17	,	,	PUNCT
bracis-19088	196	18	it	it	PRON
bracis-19088	196	19	is	be	AUX
bracis-19088	196	20	necessary	necessary	ADJ
bracis-19088	196	21	to	to	PART
bracis-19088	196	22	submit	submit	VERB
bracis-19088	196	23	the	the	DET
bracis-19088	196	24	model	model	NOUN
bracis-19088	196	25	following	follow	VERB
bracis-19088	196	26	guidelines	guideline	NOUN
bracis-19088	196	27	in	in	ADP
bracis-19088	196	28	“	"	PUNCT
bracis-19088	196	29	yale	yale	PROPN
bracis-19088	196	30	semantic	semantic	ADJ
bracis-19088	196	31	parsing	parsing	NOUN
bracis-19088	196	32	and	and	CCONJ
bracis-19088	196	33	text	text	NOUN
bracis-19088	196	34	-	-	PUNCT
bracis-19088	196	35	to	to	ADP
bracis-19088	196	36	-	-	PUNCT
bracis-19088	196	37	sql	sql	NOUN
bracis-19088	196	38	challenge	challenge	NOUN
bracis-19088	196	39	(	(	PUNCT
bracis-19088	196	40	spider	spider	NOUN
bracis-19088	196	41	)	)	PUNCT
bracis-19088	196	42	1.0	1.0	NUM
bracis-19088	196	43	submission	submission	NOUN
bracis-19088	196	44	guideline	guideline	NOUN
bracis-19088	196	45	”	"	PUNCT
bracis-19088	196	46	at	at	ADP
bracis-19088	196	47	https://worksheets.codalab.org/worksheets/0x82150f426cb94c17b861ef4162817399/.	https://worksheets.codalab.org/worksheets/0x82150f426cb94c17b861ef4162817399/.	ADP
bracis-19088	196	48	6.mrat	6.mrat	NUM
bracis-19088	196	49	-	-	PUNCT
bracis-19088	196	50	sql+gap	sql+gap	ADJ
bracis-19088	196	51	github	github	NOUN
bracis-19088	196	52	:	:	PUNCT
bracis-19088	196	53	https://github.com/c4ai/gap-text2sql	https://github.com/c4ai/gap-text2sql	NOUN
bracis-19088	196	54	.	.	PUNCT
bracis-19088	197	1	7.cloud	7.cloud	NUM
bracis-19088	197	2	translation	translation	NOUN
bracis-19088	197	3	api	api	NOUN
bracis-19088	197	4	:	:	PUNCT
bracis-19088	197	5	https://googleapis.dev/python/translation/latest/index.html	https://googleapis.dev/python/translation/latest/index.html	ADJ
bracis-19088	197	6	.	.	PUNCT
bracis-19088	198	1	8.simplemma	8.simplemma	NUM
bracis-19088	198	2	:	:	PUNCT
bracis-19088	198	3	a	a	DET
bracis-19088	198	4	simple	simple	ADJ
bracis-19088	198	5	multilingual	multilingual	ADJ
bracis-19088	198	6	lemmatizer	lemmatizer	NOUN
bracis-19088	198	7	for	for	ADP
bracis-19088	198	8	python	python	NOUN
bracis-19088	198	9	at	at	ADP
bracis-19088	198	10	https://github.com/adbar/simplemma	https://github.com/adbar/simplemma	NOUN
bracis-19088	198	11	.	.	PUNCT
bracis-19088	199	1	9.facebook	9.facebook	NUM
bracis-19088	199	2	bart	bart	NOUN
bracis-19088	199	3	-	-	PUNCT
bracis-19088	199	4	large	large	ADJ
bracis-19088	199	5	:	:	PUNCT
bracis-19088	199	6	https://huggingface.co/facebook/bart-large	https://huggingface.co/facebook/bart-large	NOUN
bracis-19088	199	7	.	.	PUNCT
bracis-19088	200	1	10.facebookmbart-50manyfordifferentmultilingualmachinetranslations	10.facebookmbart-50manyfordifferentmultilingualmachinetranslations	NUM
bracis-19088	200	2	:	:	PUNCT
bracis-19088	201	1	https://huggingface.co/facebook/mbart-large-50-many-to-many-mmt	https://huggingface.co/facebook/mbart-large-50-many-to-many-mmt	PROPN
bracis-19088	201	2	.	.	PUNCT
bracis-19088	202	1	11.bertimbau	11.bertimbau	NUM
bracis-19088	202	2	-	-	PUNCT
bracis-19088	202	3	base	base	NOUN
bracis-19088	202	4	:	:	PUNCT
bracis-19088	202	5	https://huggingface.co/neuralmind/bert-base-portuguese-cased	https://huggingface.co/neuralmind/bert-base-portuguese-cased	ADJ
bracis-19088	202	6	.	.	PUNCT
bracis-19088	203	1	12.spider	12.spider	NUM
bracis-19088	203	2	dataset	dataset	NOUN
bracis-19088	203	3	translated	translate	VERB
bracis-19088	203	4	to	to	ADP
bracis-19088	203	5	portuguese	portuguese	PROPN
bracis-19088	203	6	and	and	CCONJ
bracis-19088	203	7	double	double	ADJ
bracis-19088	203	8	-	-	PUNCT
bracis-19088	203	9	size	size	NOUN
bracis-19088	203	10	(	(	PUNCT
bracis-19088	203	11	english	english	NOUN
bracis-19088	203	12	and	and	CCONJ
bracis-19088	203	13	portuguese	portuguese	PROPN
bracis-19088	203	14	together	together	ADV
bracis-19088	203	15	):	):	PUNCT
bracis-19088	203	16	https://github.com/c4ai/gap-text2sql	https://github.com/c4ai/gap-text2sql	NOUN
bracis-19088	203	17	.	.	PUNCT
bracis-19088	204	1	13.mrat	13.mrat	NUM
bracis-19088	204	2	-	-	PUNCT
bracis-19088	204	3	sql+gap	sql+gap	NOUN
bracis-19088	204	4	github	github	NOUN
bracis-19088	204	5	:	:	PUNCT
bracis-19088	204	6	https://github.com/c4ai/gap-text2sql	https://github.com/c4ai/gap-text2sql	PROPN
bracis-19088	204	7	.	.	PUNCT
bracis-19088	205	1	14.mrat	14.mrat	NUM
bracis-19088	205	2	-	-	PUNCT
bracis-19088	205	3	sql+gap	sql+gap	NOUN
bracis-19088	205	4	github	github	NOUN
bracis-19088	205	5	:	:	PUNCT
bracis-19088	205	6	https://github.com/c4ai/gap-text2sql	https://github.com/c4ai/gap-text2sql	NOUN
bracis-19088	205	7	.	.	PUNCT
bracis-19088	206	1	15.bertimbau	15.bertimbau	X
bracis-19088	206	2	-	-	PUNCT
bracis-19088	206	3	large	large	ADJ
bracis-19088	206	4	:	:	PUNCT
bracis-19088	206	5	https://huggingface.co/neuralmind/bert-large-portuguese-cased	https://huggingface.co/neuralmind/bert-large-portuguese-case	VERB
bracis-19088	206	6	.	.	PROPN
bracis-19088	206	7	references	references	PROPN
bracis-19088	206	8	kim	kim	PROPN
bracis-19088	206	9	,	,	PUNCT
bracis-19088	206	10	h.	h.	PROPN
bracis-19088	206	11	,	,	PUNCT
bracis-19088	206	12	so	so	ADV
bracis-19088	206	13	,	,	PUNCT
bracis-19088	206	14	b.h	b.h	PROPN
bracis-19088	206	15	.	.	PROPN
bracis-19088	206	16	,	,	PUNCT
bracis-19088	206	17	han	han	PROPN
bracis-19088	206	18	,	,	PUNCT
bracis-19088	206	19	w.s	w.s	PROPN
bracis-19088	206	20	.	.	PROPN
bracis-19088	206	21	,	,	PUNCT
bracis-19088	206	22	lee	lee	PROPN
bracis-19088	206	23	,	,	PUNCT
bracis-19088	206	24	h.	h.	PROPN
bracis-19088	206	25	:	:	PUNCT
bracis-19088	206	26	natural	natural	ADJ
bracis-19088	206	27	language	language	NOUN
bracis-19088	206	28	to	to	ADP
bracis-19088	206	29	sql	sql	NOUN
bracis-19088	206	30	:	:	PUNCT
bracis-19088	206	31	where	where	SCONJ
bracis-19088	206	32	are	be	AUX
bracis-19088	206	33	we	we	PRON
bracis-19088	206	34	today	today	NOUN
bracis-19088	206	35	?	?	PUNCT
bracis-19088	207	1	proc	proc	NOUN
bracis-19088	207	2	.	.	PUNCT
bracis-19088	208	1	vldb	vldb	PROPN
bracis-19088	208	2	endow	endow	NOUN
bracis-19088	208	3	.	.	PROPN
bracis-19088	208	4	13	13	NUM
bracis-19088	208	5	,	,	PUNCT
bracis-19088	208	6	1737–1750	1737–1750	NUM
bracis-19088	208	7	(	(	PUNCT
bracis-19088	208	8	2020	2020	NUM
bracis-19088	208	9	)	)	PUNCT
bracis-19088	208	10	.	.	PUNCT
bracis-19088	209	1	https://doi.org/10.14778/3401960.3401970	https://doi.org/10.14778/3401960.3401970	PROPN
bracis-19088	209	2	affolter	affolter	PROPN
bracis-19088	209	3	,	,	PUNCT
bracis-19088	209	4	k.	k.	PROPN
bracis-19088	209	5	,	,	PUNCT
bracis-19088	209	6	stockinger	stockinger	PROPN
bracis-19088	209	7	,	,	PUNCT
bracis-19088	209	8	k.	k.	PROPN
bracis-19088	209	9	,	,	PUNCT
bracis-19088	209	10	bernstein	bernstein	PROPN
bracis-19088	209	11	,	,	PUNCT
bracis-19088	209	12	a.	a.	NOUN
bracis-19088	209	13	:	:	PUNCT
bracis-19088	209	14	a	a	DET
bracis-19088	209	15	comparative	comparative	ADJ
bracis-19088	209	16	survey	survey	NOUN
bracis-19088	209	17	of	of	ADP
bracis-19088	209	18	recent	recent	ADJ
bracis-19088	209	19	natural	natural	ADJ
bracis-19088	209	20	language	language	NOUN
bracis-19088	209	21	interfaces	interface	NOUN
bracis-19088	209	22	for	for	ADP
bracis-19088	209	23	databases	database	NOUN
bracis-19088	209	24	.	.	PUNCT
bracis-19088	210	1	vldb	vldb	PROPN
bracis-19088	210	2	j.	j.	PROPN
bracis-19088	210	3	28	28	PROPN
bracis-19088	210	4	,	,	PUNCT
bracis-19088	210	5	793–819	793–819	NUM
bracis-19088	210	6	(	(	PUNCT
bracis-19088	210	7	2019	2019	NUM
bracis-19088	210	8	)	)	PUNCT
bracis-19088	210	9	.	.	PUNCT
bracis-19088	211	1	https://doi.org/10.1007/s00778-019-00567-8	https://doi.org/10.1007/s00778-019-00567-8	NUM
bracis-19088	211	2	ozcan	ozcan	PROPN
bracis-19088	211	3	,	,	PUNCT
bracis-19088	211	4	f.	f.	PROPN
bracis-19088	211	5	,	,	PUNCT
bracis-19088	211	6	quamar	quamar	PROPN
bracis-19088	211	7	,	,	PUNCT
bracis-19088	211	8	a.	a.	PROPN
bracis-19088	211	9	,	,	PUNCT
bracis-19088	211	10	sen	sen	PROPN
bracis-19088	211	11	,	,	PUNCT
bracis-19088	211	12	j.	j.	PROPN
bracis-19088	211	13	,	,	PUNCT
bracis-19088	211	14	lei	lei	PROPN
bracis-19088	211	15	,	,	PUNCT
bracis-19088	211	16	c.	c.	NOUN
bracis-19088	211	17	,	,	PUNCT
bracis-19088	211	18	efthymiou	efthymiou	NOUN
bracis-19088	211	19	,	,	PUNCT
bracis-19088	211	20	v.	v.	ADV
bracis-19088	211	21	:	:	PUNCT
bracis-19088	211	22	state	state	NOUN
bracis-19088	211	23	of	of	ADP
bracis-19088	211	24	the	the	DET
bracis-19088	211	25	art	art	NOUN
bracis-19088	211	26	and	and	CCONJ
bracis-19088	211	27	open	open	ADJ
bracis-19088	211	28	challenges	challenge	NOUN
bracis-19088	211	29	in	in	ADP
bracis-19088	211	30	natural	natural	ADJ
bracis-19088	211	31	language	language	NOUN
bracis-19088	211	32	interfaces	interface	NOUN
bracis-19088	211	33	to	to	ADP
bracis-19088	211	34	data	datum	NOUN
bracis-19088	211	35	.	.	PUNCT
bracis-19088	212	1	in	in	ADP
bracis-19088	212	2	:	:	PUNCT
bracis-19088	212	3	proceedings	proceeding	NOUN
bracis-19088	212	4	of	of	ADP
bracis-19088	212	5	the	the	DET
bracis-19088	212	6	acm	acm	PROPN
bracis-19088	212	7	sigmod	sigmod	PROPN
bracis-19088	212	8	international	international	ADJ
bracis-19088	212	9	conference	conference	NOUN
bracis-19088	212	10	on	on	ADP
bracis-19088	212	11	management	management	NOUN
bracis-19088	212	12	of	of	ADP
bracis-19088	212	13	data	datum	NOUN
bracis-19088	212	14	,	,	PUNCT
bracis-19088	212	15	pp	pp	ADP
bracis-19088	212	16	.	.	PUNCT
bracis-19088	212	17	2629–2636	2629–2636	NUM
bracis-19088	212	18	(	(	PUNCT
bracis-19088	212	19	2020	2020	NUM
bracis-19088	212	20	)	)	PUNCT
bracis-19088	212	21	.	.	PUNCT
bracis-19088	213	1	https://doi.org/10.1145/3318464.3383128	https://doi.org/10.1145/3318464.3383128	PROPN
bracis-19088	213	2	walter	walter	PROPN
bracis-19088	213	3	,	,	PUNCT
bracis-19088	213	4	s.	s.	PROPN
bracis-19088	213	5	,	,	PUNCT
bracis-19088	213	6	unger	unger	PROPN
bracis-19088	213	7	,	,	PUNCT
bracis-19088	213	8	c.	c.	PROPN
bracis-19088	213	9	,	,	PUNCT
bracis-19088	213	10	cimiano	cimiano	PROPN
bracis-19088	213	11	,	,	PUNCT
bracis-19088	213	12	p.	p.	PROPN
bracis-19088	213	13	,	,	PUNCT
bracis-19088	213	14	bär	bär	PROPN
bracis-19088	213	15	,	,	PUNCT
bracis-19088	213	16	d.	d.	NOUN
bracis-19088	213	17	:	:	PUNCT
bracis-19088	213	18	evaluation	evaluation	NOUN
bracis-19088	213	19	of	of	ADP
bracis-19088	213	20	a	a	DET
bracis-19088	213	21	layered	layered	ADJ
bracis-19088	213	22	approach	approach	NOUN
bracis-19088	213	23	to	to	ADP
bracis-19088	213	24	question	question	NOUN
bracis-19088	213	25	answering	answer	VERB
bracis-19088	213	26	over	over	ADP
bracis-19088	213	27	linked	link	VERB
bracis-19088	213	28	data	datum	NOUN
bracis-19088	213	29	.	.	PUNCT
bracis-19088	214	1	in	in	ADP
bracis-19088	214	2	:	:	PUNCT
bracis-19088	214	3	cudré	cudré	VERB
bracis-19088	214	4	-	-	PUNCT
bracis-19088	214	5	mauroux	mauroux	NOUN
bracis-19088	214	6	,	,	PUNCT
bracis-19088	214	7	p.	p.	PROPN
bracis-19088	214	8	,	,	PUNCT
bracis-19088	214	9	et	et	PROPN
bracis-19088	214	10	al	al	PROPN
bracis-19088	214	11	.	.	PUNCT
bracis-19088	214	12	(	(	PUNCT
bracis-19088	214	13	eds	ed	NOUN
bracis-19088	214	14	.	.	PUNCT
bracis-19088	214	15	)	)	PUNCT
bracis-19088	215	1	iswc	iswc	NOUN
bracis-19088	215	2	2012	2012	NUM
bracis-19088	215	3	.	.	PUNCT
bracis-19088	216	1	lncs	lncs	PROPN
bracis-19088	216	2	,	,	PUNCT
bracis-19088	216	3	vol	vol	NOUN
bracis-19088	216	4	.	.	PUNCT
bracis-19088	216	5	7650	7650	NUM
bracis-19088	216	6	,	,	PUNCT
bracis-19088	216	7	pp	pp	ADJ
bracis-19088	216	8	.	.	PUNCT
bracis-19088	217	1	362–374	362–374	NUM
bracis-19088	217	2	.	.	PUNCT
bracis-19088	218	1	springer	springer	NOUN
bracis-19088	218	2	,	,	PUNCT
bracis-19088	218	3	heidelberg	heidelberg	PROPN
bracis-19088	218	4	(	(	PUNCT
bracis-19088	218	5	2012	2012	NUM
bracis-19088	218	6	)	)	PUNCT
bracis-19088	218	7	.	.	PUNCT
bracis-19088	219	1	https://doi.org/10.1007/978-3-642-35173-0_25	https://doi.org/10.1007/978-3-642-35173-0_25	PROPN
bracis-19088	219	2	chapter	chapter	NOUN
bracis-19088	219	3	  	  	SPACE
bracis-19088	219	4	google	google	PROPN
bracis-19088	219	5	scholar	scholar	NOUN
bracis-19088	219	6	  	  	SPACE
bracis-19088	219	7	blunschi	blunschi	PROPN
bracis-19088	219	8	,	,	PUNCT
bracis-19088	219	9	l.	l.	PROPN
bracis-19088	219	10	,	,	PUNCT
bracis-19088	219	11	jossen	jossen	PROPN
bracis-19088	219	12	,	,	PUNCT
bracis-19088	219	13	c.	c.	PROPN
bracis-19088	219	14	,	,	PUNCT
bracis-19088	219	15	kossmann	kossmann	PROPN
bracis-19088	219	16	,	,	PUNCT
bracis-19088	219	17	d.	d.	PROPN
bracis-19088	219	18	,	,	PUNCT
bracis-19088	219	19	mori	mori	PROPN
bracis-19088	219	20	,	,	PUNCT
bracis-19088	219	21	m.	m.	NOUN
bracis-19088	219	22	,	,	PUNCT
bracis-19088	219	23	stockinger	stockinger	NOUN
bracis-19088	219	24	,	,	PUNCT
bracis-19088	219	25	k.	k.	NOUN
bracis-19088	219	26	:	:	PUNCT
bracis-19088	219	27	soda	soda	NOUN
bracis-19088	219	28	:	:	PUNCT
bracis-19088	219	29	generating	generate	VERB
bracis-19088	219	30	sql	sql	NOUN
bracis-19088	219	31	for	for	ADP
bracis-19088	219	32	business	business	NOUN
bracis-19088	219	33	users	user	NOUN
bracis-19088	219	34	.	.	PUNCT
bracis-19088	220	1	proc	proc	PROPN
bracis-19088	220	2	.	.	PUNCT
bracis-19088	221	1	vldb	vldb	PROPN
bracis-19088	221	2	endow	endow	NOUN
bracis-19088	221	3	.	.	PROPN
bracis-19088	221	4	5	5	NUM
bracis-19088	221	5	,	,	PUNCT
bracis-19088	221	6	932–943	932–943	NUM
bracis-19088	221	7	(	(	PUNCT
bracis-19088	221	8	2012	2012	NUM
bracis-19088	221	9	)	)	PUNCT
bracis-19088	221	10	.	.	PUNCT
bracis-19088	222	1	https://doi.org/10.14778/2336664.2336667	https://doi.org/10.14778/2336664.2336667	PROPN
bracis-19088	222	2	li	li	PROPN
bracis-19088	222	3	,	,	PUNCT
bracis-19088	222	4	f.	f.	PROPN
bracis-19088	222	5	,	,	PUNCT
bracis-19088	222	6	jagadish	jagadish	PROPN
bracis-19088	222	7	,	,	PUNCT
bracis-19088	222	8	h.	h.	PROPN
bracis-19088	222	9	v	v	PROPN
bracis-19088	222	10	:	:	PUNCT
bracis-19088	222	11	constructing	construct	VERB
bracis-19088	222	12	an	an	DET
bracis-19088	222	13	interactive	interactive	ADJ
bracis-19088	222	14	natural	natural	ADJ
bracis-19088	222	15	language	language	NOUN
bracis-19088	222	16	interface	interface	NOUN
bracis-19088	222	17	for	for	ADP
bracis-19088	222	18	relational	relational	ADJ
bracis-19088	222	19	databases	database	NOUN
bracis-19088	222	20	.	.	PUNCT
bracis-19088	223	1	proc	proc	NOUN
bracis-19088	223	2	.	.	PUNCT
bracis-19088	224	1	vldb	vldb	PROPN
bracis-19088	224	2	endow	endow	NOUN
bracis-19088	224	3	.	.	PROPN
bracis-19088	224	4	8	8	NUM
bracis-19088	224	5	,	,	PUNCT
bracis-19088	224	6	73–84	73–84	NOUN
bracis-19088	224	7	(	(	PUNCT
bracis-19088	224	8	2014	2014	NUM
bracis-19088	224	9	)	)	PUNCT
bracis-19088	224	10	.	.	PUNCT
bracis-19088	225	1	https://doi.org/10.14778/2735461.2735468	https://doi.org/10.14778/2735461.2735468	PROPN
bracis-19088	225	2	li	li	PROPN
bracis-19088	225	3	,	,	PUNCT
bracis-19088	225	4	f.	f.	PROPN
bracis-19088	225	5	,	,	PUNCT
bracis-19088	225	6	jagadish	jagadish	PROPN
bracis-19088	225	7	,	,	PUNCT
bracis-19088	225	8	h.	h.	PROPN
bracis-19088	226	1	v.	v.	PROPN
bracis-19088	226	2	:	:	PUNCT
bracis-19088	226	3	nalir	nalir	NOUN
bracis-19088	226	4	:	:	PUNCT
bracis-19088	226	5	an	an	DET
bracis-19088	226	6	interactive	interactive	ADJ
bracis-19088	226	7	natural	natural	ADJ
bracis-19088	226	8	language	language	NOUN
bracis-19088	226	9	interface	interface	NOUN
bracis-19088	226	10	for	for	ADP
bracis-19088	226	11	querying	query	VERB
bracis-19088	226	12	relational	relational	ADJ
bracis-19088	226	13	databases	database	NOUN
bracis-19088	226	14	.	.	PUNCT
bracis-19088	227	1	in	in	ADP
bracis-19088	227	2	:	:	PUNCT
bracis-19088	227	3	proceedings	proceeding	NOUN
bracis-19088	227	4	of	of	ADP
bracis-19088	227	5	the	the	DET
bracis-19088	227	6	2014	2014	NUM
bracis-19088	227	7	acm	acm	PROPN
bracis-19088	227	8	sigmod	sigmod	PROPN
bracis-19088	227	9	international	international	ADJ
bracis-19088	227	10	conference	conference	NOUN
bracis-19088	227	11	on	on	ADP
bracis-19088	227	12	management	management	NOUN
bracis-19088	227	13	of	of	ADP
bracis-19088	227	14	data	datum	NOUN
bracis-19088	227	15	,	,	PUNCT
bracis-19088	227	16	new	new	PROPN
bracis-19088	227	17	york	york	PROPN
bracis-19088	227	18	,	,	PUNCT
bracis-19088	227	19	pp	pp	X
bracis-19088	227	20	.	.	PUNCT
bracis-19088	228	1	709–712	709–712	NUM
bracis-19088	228	2	.	.	PUNCT
bracis-19088	228	3	acm	acm	PROPN
bracis-19088	228	4	(	(	PUNCT
bracis-19088	228	5	2014	2014	NUM
bracis-19088	228	6	)	)	PUNCT
bracis-19088	228	7	.	.	PUNCT
bracis-19088	229	1	https://doi.org/10.1145/2588555.2594519	https://doi.org/10.1145/2588555.2594519	PROPN
bracis-19088	229	2	li	li	PROPN
bracis-19088	229	3	,	,	PUNCT
bracis-19088	229	4	f.	f.	PROPN
bracis-19088	229	5	,	,	PUNCT
bracis-19088	229	6	jagadish	jagadish	PROPN
bracis-19088	229	7	,	,	PUNCT
bracis-19088	229	8	h.v	h.v	PROPN
bracis-19088	229	9	.	.	PROPN
bracis-19088	229	10	:	:	PUNCT
bracis-19088	230	1	understanding	understand	VERB
bracis-19088	230	2	natural	natural	ADJ
bracis-19088	230	3	language	language	NOUN
bracis-19088	230	4	queries	query	NOUN
bracis-19088	230	5	over	over	ADP
bracis-19088	230	6	relational	relational	ADJ
bracis-19088	230	7	databases	database	NOUN
bracis-19088	230	8	.	.	PUNCT
bracis-19088	231	1	acm	acm	PROPN
bracis-19088	231	2	sigmod	sigmod	PROPN
bracis-19088	231	3	rec	rec	PROPN
bracis-19088	231	4	.	.	PROPN
bracis-19088	231	5	45	45	NUM
bracis-19088	231	6	,	,	PUNCT
bracis-19088	231	7	6–13	6–13	NOUN
bracis-19088	231	8	(	(	PUNCT
bracis-19088	231	9	2016	2016	NUM
bracis-19088	231	10	)	)	PUNCT
bracis-19088	231	11	.	.	PUNCT
bracis-19088	232	1	https://doi.org/10.1145/2949741.2949744	https://doi.org/10.1145/2949741.2949744	PROPN
bracis-19088	232	2	article	article	NOUN
bracis-19088	232	3	  	  	SPACE
bracis-19088	232	4	google	google	PROPN
bracis-19088	232	5	scholar	scholar	NOUN
bracis-19088	232	6	  	  	SPACE
bracis-19088	232	7	song	song	NOUN
bracis-19088	232	8	,	,	PUNCT
bracis-19088	232	9	d.	d.	PROPN
bracis-19088	232	10	,	,	PUNCT
bracis-19088	232	11	et	et	PROPN
bracis-19088	232	12	al	al	PROPN
bracis-19088	232	13	.	.	PROPN
bracis-19088	232	14	:	:	PUNCT
bracis-19088	233	1	tr	tr	VERB
bracis-19088	233	2	discover	discover	VERB
bracis-19088	233	3	:	:	PUNCT
bracis-19088	233	4	a	a	DET
bracis-19088	233	5	natural	natural	ADJ
bracis-19088	233	6	language	language	NOUN
bracis-19088	233	7	interface	interface	NOUN
bracis-19088	233	8	for	for	ADP
bracis-19088	233	9	querying	query	VERB
bracis-19088	233	10	and	and	CCONJ
bracis-19088	233	11	analyzing	analyze	VERB
bracis-19088	233	12	interlinked	interlinked	ADJ
bracis-19088	233	13	datasets	dataset	NOUN
bracis-19088	233	14	.	.	PUNCT
bracis-19088	234	1	in	in	ADP
bracis-19088	234	2	:	:	PUNCT
bracis-19088	234	3	arenas	arena	NOUN
bracis-19088	234	4	,	,	PUNCT
bracis-19088	234	5	m.	m.	NOUN
bracis-19088	234	6	,	,	PUNCT
bracis-19088	234	7	et	et	PROPN
bracis-19088	234	8	al	al	PROPN
bracis-19088	234	9	.	.	PUNCT
bracis-19088	234	10	(	(	PUNCT
bracis-19088	234	11	eds	ed	NOUN
bracis-19088	234	12	.	.	PUNCT
bracis-19088	234	13	)	)	PUNCT
bracis-19088	235	1	iswc	iswc	NOUN
bracis-19088	235	2	2015	2015	NUM
bracis-19088	235	3	.	.	PUNCT
bracis-19088	236	1	lncs	lncs	PROPN
bracis-19088	236	2	,	,	PUNCT
bracis-19088	236	3	vol	vol	NOUN
bracis-19088	236	4	.	.	PUNCT
bracis-19088	236	5	9367	9367	NUM
bracis-19088	236	6	,	,	PUNCT
bracis-19088	236	7	pp	pp	ADV
bracis-19088	236	8	.	.	PUNCT
bracis-19088	237	1	21–37	21–37	NUM
bracis-19088	237	2	.	.	PUNCT
bracis-19088	237	3	springer	springer	NOUN
bracis-19088	237	4	,	,	PUNCT
bracis-19088	237	5	cham	cham	PROPN
bracis-19088	237	6	(	(	PUNCT
bracis-19088	237	7	2015	2015	NUM
bracis-19088	237	8	)	)	PUNCT
bracis-19088	237	9	.	.	PUNCT
bracis-19088	238	1	https://doi.org/10.1007/978-3-319-25010-6_2	https://doi.org/10.1007/978-3-319-25010-6_2	PROPN
bracis-19088	238	2	chapter	chapter	NOUN
bracis-19088	238	3	  	  	SPACE
bracis-19088	238	4	google	google	PROPN
bracis-19088	238	5	scholar	scholar	NOUN
bracis-19088	238	6	  	  	SPACE
bracis-19088	238	7	saha	saha	PROPN
bracis-19088	238	8	,	,	PUNCT
bracis-19088	238	9	d.	d.	PROPN
bracis-19088	238	10	,	,	PUNCT
bracis-19088	238	11	floratou	floratou	PROPN
bracis-19088	238	12	,	,	PUNCT
bracis-19088	238	13	a.	a.	NOUN
bracis-19088	238	14	,	,	PUNCT
bracis-19088	238	15	sankaranarayanan	sankaranarayanan	PROPN
bracis-19088	238	16	,	,	PUNCT
bracis-19088	238	17	k.	k.	PROPN
bracis-19088	238	18	,	,	PUNCT
bracis-19088	238	19	minhas	minhas	PROPN
bracis-19088	238	20	,	,	PUNCT
bracis-19088	238	21	u.f	u.f	PROPN
bracis-19088	238	22	.	.	PROPN
bracis-19088	238	23	,	,	PUNCT
bracis-19088	238	24	mittal	mittal	PROPN
bracis-19088	238	25	,	,	PUNCT
bracis-19088	238	26	a.r	a.r	PROPN
bracis-19088	238	27	.	.	PROPN
bracis-19088	238	28	,	,	PUNCT
bracis-19088	238	29	özcan	özcan	PROPN
bracis-19088	238	30	,	,	PUNCT
bracis-19088	238	31	f.	f.	PROPN
bracis-19088	238	32	:	:	PUNCT
bracis-19088	238	33	athena	athena	PROPN
bracis-19088	238	34	:	:	PUNCT
bracis-19088	238	35	an	an	DET
bracis-19088	238	36	ontology	ontology	NOUN
bracis-19088	238	37	-	-	PUNCT
bracis-19088	238	38	driven	drive	VERB
bracis-19088	238	39	system	system	NOUN
bracis-19088	238	40	for	for	ADP
bracis-19088	238	41	natural	natural	ADJ
bracis-19088	238	42	language	language	NOUN
bracis-19088	238	43	querying	query	VERB
bracis-19088	238	44	over	over	ADP
bracis-19088	238	45	relational	relational	ADJ
bracis-19088	238	46	data	datum	NOUN
bracis-19088	238	47	stores	store	NOUN
bracis-19088	238	48	.	.	PUNCT
bracis-19088	239	1	proc	proc	PROPN
bracis-19088	239	2	.	.	PUNCT
bracis-19088	240	1	vldb	vldb	PROPN
bracis-19088	240	2	endow	endow	NOUN
bracis-19088	240	3	.	.	PROPN
bracis-19088	240	4	9	9	NUM
bracis-19088	240	5	,	,	PUNCT
bracis-19088	240	6	1209–1220	1209–1220	NUM
bracis-19088	240	7	(	(	PUNCT
bracis-19088	240	8	2016	2016	NUM
bracis-19088	240	9	)	)	PUNCT
bracis-19088	240	10	.	.	PUNCT
bracis-19088	241	1	https://doi.org/10.14778/2994509.2994536	https://doi.org/10.14778/2994509.2994536	PROPN
bracis-19088	241	2	lei	lei	PROPN
bracis-19088	241	3	,	,	PUNCT
bracis-19088	241	4	c.	c.	PROPN
bracis-19088	241	5	,	,	PUNCT
bracis-19088	241	6	et	et	PROPN
bracis-19088	241	7	al	al	PROPN
bracis-19088	241	8	.	.	PROPN
bracis-19088	241	9	:	:	PUNCT
bracis-19088	242	1	ontology	ontology	NOUN
bracis-19088	242	2	-	-	PUNCT
bracis-19088	242	3	based	base	VERB
bracis-19088	242	4	natural	natural	ADJ
bracis-19088	242	5	language	language	NOUN
bracis-19088	242	6	query	query	NOUN
bracis-19088	242	7	interfaces	interface	NOUN
bracis-19088	242	8	for	for	ADP
bracis-19088	242	9	data	datum	NOUN
bracis-19088	242	10	exploration	exploration	NOUN
bracis-19088	242	11	.	.	PUNCT
bracis-19088	243	1	ieee	ieee	PROPN
bracis-19088	243	2	data	data	PROPN
bracis-19088	243	3	eng	eng	PROPN
bracis-19088	243	4	.	.	PUNCT
bracis-19088	244	1	bull	bull	PROPN
bracis-19088	244	2	.	.	PUNCT
bracis-19088	245	1	41	41	NUM
bracis-19088	245	2	,	,	PUNCT
bracis-19088	245	3	52–63	52–63	NUM
bracis-19088	245	4	(	(	PUNCT
bracis-19088	245	5	2018	2018	NUM
bracis-19088	245	6	)	)	PUNCT
bracis-19088	245	7	google	google	PROPN
bracis-19088	245	8	scholar	scholar	NOUN
bracis-19088	245	9	  	  	SPACE
bracis-19088	245	10	sen	sen	PROPN
bracis-19088	245	11	,	,	PUNCT
bracis-19088	245	12	j.	j.	PROPN
bracis-19088	245	13	,	,	PUNCT
bracis-19088	245	14	et	et	PROPN
bracis-19088	245	15	al	al	PROPN
bracis-19088	245	16	.	.	PUNCT
bracis-19088	245	17	:	:	PUNCT
bracis-19088	246	1	athena++	athena++	ADP
bracis-19088	246	2	:	:	PUNCT
bracis-19088	246	3	natural	natural	ADJ
bracis-19088	246	4	language	language	NOUN
bracis-19088	246	5	querying	query	VERB
bracis-19088	246	6	for	for	ADP
bracis-19088	246	7	complex	complex	ADJ
bracis-19088	246	8	nested	nested	ADJ
bracis-19088	246	9	sql	sql	NOUN
bracis-19088	246	10	queries	query	NOUN
bracis-19088	246	11	.	.	PUNCT
bracis-19088	247	1	proc	proc	PROPN
bracis-19088	247	2	.	.	PUNCT
bracis-19088	248	1	vldb	vldb	PROPN
bracis-19088	248	2	endow	endow	NOUN
bracis-19088	248	3	.	.	PROPN
bracis-19088	248	4	13	13	NUM
bracis-19088	248	5	,	,	PUNCT
bracis-19088	248	6	2747–2759	2747–2759	NUM
bracis-19088	248	7	(	(	PUNCT
bracis-19088	248	8	2020	2020	NUM
bracis-19088	248	9	)	)	PUNCT
bracis-19088	248	10	.	.	PUNCT
bracis-19088	249	1	https://doi.org/10.14778/3407790.3407858	https://doi.org/10.14778/3407790.3407858	PROPN
bracis-19088	249	2	baik	baik	PROPN
bracis-19088	249	3	,	,	PUNCT
bracis-19088	249	4	c.	c.	PROPN
bracis-19088	249	5	,	,	PUNCT
bracis-19088	249	6	arbor	arbor	PROPN
bracis-19088	249	7	,	,	PUNCT
bracis-19088	249	8	a.	a.	NOUN
bracis-19088	249	9	,	,	PUNCT
bracis-19088	249	10	arbor	arbor	PROPN
bracis-19088	249	11	,	,	PUNCT
bracis-19088	249	12	a.	a.	NOUN
bracis-19088	249	13	,	,	PUNCT
bracis-19088	249	14	arbor	arbor	PROPN
bracis-19088	249	15	,	,	PUNCT
bracis-19088	249	16	a.	a.	PROPN
bracis-19088	249	17	,	,	PUNCT
bracis-19088	249	18	jagadish	jagadish	PROPN
bracis-19088	249	19	,	,	PUNCT
bracis-19088	249	20	h.v	h.v	PROPN
bracis-19088	249	21	:	:	PUNCT
bracis-19088	249	22	constructing	construct	VERB
bracis-19088	249	23	expressive	expressive	ADJ
bracis-19088	249	24	relational	relational	ADJ
bracis-19088	249	25	queries	query	NOUN
bracis-19088	249	26	with	with	ADP
bracis-19088	249	27	dual	dual	ADJ
bracis-19088	249	28	-	-	PUNCT
bracis-19088	249	29	specification	specification	NOUN
bracis-19088	249	30	synthesis	synthesis	NOUN
bracis-19088	249	31	.	.	PUNCT
bracis-19088	250	1	in	in	ADP
bracis-19088	250	2	:	:	PUNCT
bracis-19088	250	3	proceedings	proceeding	NOUN
bracis-19088	250	4	of	of	ADP
bracis-19088	250	5	the	the	DET
bracis-19088	250	6	10th	10th	ADJ
bracis-19088	250	7	annual	annual	ADJ
bracis-19088	250	8	conference	conference	NOUN
bracis-19088	250	9	innovations	innovation	NOUN
bracis-19088	250	10	data	data	NOUN
bracis-19088	250	11	systems	system	NOUN
bracis-19088	250	12	research	research	NOUN
bracis-19088	250	13	(	(	PUNCT
bracis-19088	250	14	cidr	cidr	PROPN
bracis-19088	250	15	2020	2020	NUM
bracis-19088	250	16	)	)	PUNCT
bracis-19088	250	17	(	(	PUNCT
bracis-19088	250	18	2020	2020	NUM
bracis-19088	250	19	)	)	PUNCT
bracis-19088	250	20	google	google	PROPN
bracis-19088	250	21	scholar	scholar	NOUN
bracis-19088	250	22	  	  	SPACE
bracis-19088	250	23	baik	baik	PROPN
bracis-19088	250	24	,	,	PUNCT
bracis-19088	250	25	c.	c.	PROPN
bracis-19088	250	26	,	,	PUNCT
bracis-19088	250	27	jin	jin	PROPN
bracis-19088	250	28	,	,	PUNCT
bracis-19088	250	29	z.	z.	PROPN
bracis-19088	250	30	,	,	PUNCT
bracis-19088	250	31	cafarella	cafarella	PROPN
bracis-19088	250	32	,	,	PUNCT
bracis-19088	250	33	m.	m.	NOUN
bracis-19088	250	34	,	,	PUNCT
bracis-19088	250	35	jagadish	jagadish	PROPN
bracis-19088	250	36	,	,	PUNCT
bracis-19088	250	37	h.	h.	PROPN
bracis-19088	250	38	v.	v.	PROPN
bracis-19088	250	39	:	:	PUNCT
bracis-19088	250	40	duoquest	duoqu	ADJ
bracis-19088	250	41	:	:	PUNCT
bracis-19088	250	42	a	a	DET
bracis-19088	250	43	dual	dual	ADJ
bracis-19088	250	44	-	-	PUNCT
bracis-19088	250	45	specification	specification	NOUN
bracis-19088	250	46	system	system	NOUN
bracis-19088	250	47	for	for	ADP
bracis-19088	250	48	expressive	expressive	ADJ
bracis-19088	250	49	sql	sql	NOUN
bracis-19088	250	50	queries	query	NOUN
bracis-19088	250	51	.	.	PUNCT
bracis-19088	251	1	in	in	ADP
bracis-19088	251	2	:	:	PUNCT
bracis-19088	251	3	proceedings	proceeding	NOUN
bracis-19088	251	4	of	of	ADP
bracis-19088	251	5	the	the	DET
bracis-19088	251	6	acm	acm	PROPN
bracis-19088	251	7	sigmod	sigmod	PROPN
bracis-19088	251	8	international	international	ADJ
bracis-19088	251	9	conference	conference	NOUN
bracis-19088	251	10	on	on	ADP
bracis-19088	251	11	management	management	NOUN
bracis-19088	251	12	of	of	ADP
bracis-19088	251	13	data	datum	NOUN
bracis-19088	251	14	,	,	PUNCT
bracis-19088	251	15	pp	pp	X
bracis-19088	251	16	.	.	PUNCT
bracis-19088	252	1	2319–2329	2319–2329	NUM
bracis-19088	252	2	(	(	PUNCT
bracis-19088	252	3	2020	2020	NUM
bracis-19088	252	4	)	)	PUNCT
bracis-19088	252	5	.	.	PUNCT
bracis-19088	253	1	https://doi.org/10.1145/3318464.3389776	https://doi.org/10.1145/3318464.3389776	PROPN
bracis-19088	253	2	lyons	lyons	PROPN
bracis-19088	253	3	,	,	PUNCT
bracis-19088	253	4	g.	g.	PROPN
bracis-19088	253	5	,	,	PUNCT
bracis-19088	253	6	tran	tran	PROPN
bracis-19088	253	7	,	,	PUNCT
bracis-19088	253	8	v.	v.	ADV
bracis-19088	253	9	,	,	PUNCT
bracis-19088	253	10	binnig	binnig	ADV
bracis-19088	253	11	,	,	PUNCT
bracis-19088	253	12	c.	c.	PROPN
bracis-19088	253	13	,	,	PUNCT
bracis-19088	253	14	cetintemel	cetintemel	PROPN
bracis-19088	253	15	,	,	PUNCT
bracis-19088	253	16	u.	u.	PROPN
bracis-19088	253	17	,	,	PUNCT
bracis-19088	253	18	kraska	kraska	PROPN
bracis-19088	253	19	,	,	PUNCT
bracis-19088	253	20	t.	t.	PROPN
bracis-19088	253	21	:	:	PUNCT
bracis-19088	253	22	making	make	VERB
bracis-19088	253	23	the	the	DET
bracis-19088	253	24	case	case	NOUN
bracis-19088	253	25	for	for	ADP
bracis-19088	253	26	query	query	NOUN
bracis-19088	253	27	-	-	PUNCT
bracis-19088	253	28	by	by	ADP
bracis-19088	253	29	-	-	PUNCT
bracis-19088	253	30	voice	voice	NOUN
bracis-19088	253	31	with	with	ADP
bracis-19088	253	32	echoquery	echoquery	NOUN
bracis-19088	253	33	.	.	PUNCT
bracis-19088	254	1	in	in	ADP
bracis-19088	254	2	:	:	PUNCT
bracis-19088	254	3	proceedings	proceeding	NOUN
bracis-19088	254	4	of	of	ADP
bracis-19088	254	5	the	the	DET
bracis-19088	254	6	acm	acm	PROPN
bracis-19088	254	7	sigmod	sigmod	PROPN
bracis-19088	254	8	international	international	ADJ
bracis-19088	254	9	conference	conference	NOUN
bracis-19088	254	10	on	on	ADP
bracis-19088	254	11	management	management	NOUN
bracis-19088	254	12	of	of	ADP
bracis-19088	254	13	data	datum	NOUN
bracis-19088	254	14	,	,	PUNCT
bracis-19088	254	15	26	26	NUM
bracis-19088	254	16	-	-	PUNCT
bracis-19088	254	17	june-20	june-20	NOUN
bracis-19088	254	18	,	,	PUNCT
bracis-19088	254	19	pp	pp	ADJ
bracis-19088	254	20	.	.	PUNCT
bracis-19088	255	1	2129–2132	2129–2132	NUM
bracis-19088	255	2	(	(	PUNCT
bracis-19088	255	3	2016	2016	NUM
bracis-19088	255	4	)	)	PUNCT
bracis-19088	255	5	.	.	PUNCT
bracis-19088	255	6	https://doi.org/10.1145/2882903.2899394	https://doi.org/10.1145/2882903.2899394	PROPN
bracis-19088	256	1	xu	xu	PROPN
bracis-19088	256	2	,	,	PUNCT
bracis-19088	256	3	x.	x.	PROPN
bracis-19088	256	4	,	,	PUNCT
bracis-19088	256	5	liu	liu	PROPN
bracis-19088	256	6	,	,	PUNCT
bracis-19088	256	7	c.	c.	PROPN
bracis-19088	256	8	,	,	PUNCT
bracis-19088	256	9	song	song	NOUN
bracis-19088	256	10	,	,	PUNCT
bracis-19088	256	11	d.	d.	PROPN
bracis-19088	256	12	:	:	PUNCT
bracis-19088	256	13	sqlnet	sqlnet	ADV
bracis-19088	256	14	:	:	PUNCT
bracis-19088	256	15	generating	generate	VERB
bracis-19088	256	16	structured	structured	ADJ
bracis-19088	256	17	queries	query	NOUN
bracis-19088	256	18	from	from	ADP
bracis-19088	256	19	natural	natural	ADJ
bracis-19088	256	20	language	language	NOUN
bracis-19088	256	21	without	without	ADP
bracis-19088	256	22	reinforcement	reinforcement	NOUN
bracis-19088	256	23	learning	learning	NOUN
bracis-19088	256	24	.	.	PUNCT
bracis-19088	257	1	\({\rm	\({\rm	PROPN
bracis-19088	257	2	arxiv}\	arxiv}\	PROPN
bracis-19088	257	3	)	)	PUNCT
bracis-19088	257	4	.	.	PUNCT
bracis-19088	258	1	pp	pp	ADV
bracis-19088	258	2	.	.	PUNCT
bracis-19088	259	1	1–13	1–13	NOUN
bracis-19088	259	2	(	(	PUNCT
bracis-19088	259	3	2017	2017	NUM
bracis-19088	259	4	)	)	PUNCT
bracis-19088	259	5	google	google	PROPN
bracis-19088	259	6	scholar	scholar	NOUN
bracis-19088	259	7	  	  	SPACE
bracis-19088	259	8	gur	gur	PROPN
bracis-19088	259	9	,	,	PUNCT
bracis-19088	259	10	i.	i.	PROPN
bracis-19088	259	11	,	,	PUNCT
bracis-19088	259	12	yavuz	yavuz	PROPN
bracis-19088	259	13	,	,	PUNCT
bracis-19088	259	14	s.	s.	PROPN
bracis-19088	259	15	,	,	PUNCT
bracis-19088	259	16	su	su	PROPN
bracis-19088	259	17	,	,	PUNCT
bracis-19088	259	18	y.	y.	PROPN
bracis-19088	259	19	,	,	PUNCT
bracis-19088	259	20	yan	yan	PROPN
bracis-19088	259	21	,	,	PUNCT
bracis-19088	259	22	x.	x.	NOUN
bracis-19088	259	23	:	:	PUNCT
bracis-19088	259	24	dialsql	dialsql	NOUN
bracis-19088	259	25	:	:	PUNCT
bracis-19088	259	26	dialogue	dialogue	NOUN
bracis-19088	259	27	based	base	VERB
bracis-19088	259	28	structured	structure	VERB
bracis-19088	259	29	query	query	NOUN
bracis-19088	259	30	generation	generation	NOUN
bracis-19088	259	31	.	.	PUNCT
bracis-19088	260	1	in	in	ADP
bracis-19088	260	2	:	:	PUNCT
bracis-19088	260	3	acl	acl	PROPN
bracis-19088	260	4	2018–56th	2018–56th	NUM
bracis-19088	260	5	annual	annual	ADJ
bracis-19088	260	6	meeting	meeting	NOUN
bracis-19088	260	7	of	of	ADP
bracis-19088	260	8	the	the	DET
bracis-19088	260	9	association	association	NOUN
bracis-19088	260	10	for	for	ADP
bracis-19088	260	11	computational	computational	ADJ
bracis-19088	260	12	linguistics	linguistic	NOUN
bracis-19088	260	13	proceedings	proceeding	NOUN
bracis-19088	260	14	of	of	ADP
bracis-19088	260	15	the	the	DET
bracis-19088	260	16	conference	conference	NOUN
bracis-19088	260	17	(	(	PUNCT
bracis-19088	260	18	long	long	ADJ
bracis-19088	260	19	paper	paper	NOUN
bracis-19088	260	20	1	1	NUM
bracis-19088	260	21	)	)	PUNCT
bracis-19088	260	22	,	,	PUNCT
bracis-19088	260	23	pp	pp	ADP
bracis-19088	260	24	.	.	PUNCT
bracis-19088	261	1	1339–1349	1339–1349	NUM
bracis-19088	261	2	(	(	PUNCT
bracis-19088	261	3	2018	2018	NUM
bracis-19088	261	4	)	)	PUNCT
bracis-19088	261	5	.	.	PUNCT
bracis-19088	262	1	https://doi.org/10.18653/v1/p18-1124	https://doi.org/10.18653/v1/p18-1124	PROPN
bracis-19088	262	2	yu	yu	PROPN
bracis-19088	262	3	,	,	PUNCT
bracis-19088	262	4	t.	t.	PROPN
bracis-19088	262	5	,	,	PUNCT
bracis-19088	262	6	li	li	PROPN
bracis-19088	262	7	,	,	PUNCT
bracis-19088	262	8	z.	z.	PROPN
bracis-19088	262	9	,	,	PUNCT
bracis-19088	262	10	zhang	zhang	PROPN
bracis-19088	262	11	,	,	PUNCT
bracis-19088	262	12	z.	z.	PROPN
bracis-19088	262	13	,	,	PUNCT
bracis-19088	262	14	zhang	zhang	PROPN
bracis-19088	262	15	,	,	PUNCT
bracis-19088	262	16	r.	r.	PROPN
bracis-19088	262	17	,	,	PUNCT
bracis-19088	262	18	radev	radev	PROPN
bracis-19088	262	19	,	,	PUNCT
bracis-19088	262	20	d.	d.	PROPN
bracis-19088	262	21	:	:	PUNCT
bracis-19088	262	22	typesql	typesql	NOUN
bracis-19088	262	23	:	:	PUNCT
bracis-19088	262	24	knowledge	knowledge	NOUN
bracis-19088	262	25	-	-	PUNCT
bracis-19088	262	26	based	base	VERB
bracis-19088	262	27	type	type	NOUN
bracis-19088	262	28	-	-	PUNCT
bracis-19088	262	29	aware	aware	ADJ
bracis-19088	262	30	neural	neural	ADJ
bracis-19088	262	31	text	text	NOUN
bracis-19088	262	32	-	-	PUNCT
bracis-19088	262	33	to	to	ADP
bracis-19088	262	34	-	-	PUNCT
bracis-19088	262	35	sql	sql	NOUN
bracis-19088	262	36	generation	generation	NOUN
bracis-19088	262	37	.	.	PUNCT
bracis-19088	263	1	in	in	ADP
bracis-19088	263	2	:	:	PUNCT
bracis-19088	263	3	naacl	naacl	PROPN
bracis-19088	263	4	hlt	hlt	PROPN
bracis-19088	263	5	2018	2018	NUM
bracis-19088	263	6	2018	2018	NUM
bracis-19088	263	7	conference	conference	NOUN
bracis-19088	263	8	of	of	ADP
bracis-19088	263	9	the	the	DET
bracis-19088	263	10	north	north	ADJ
bracis-19088	263	11	american	american	ADJ
bracis-19088	263	12	chapter	chapter	NOUN
bracis-19088	263	13	of	of	ADP
bracis-19088	263	14	the	the	DET
bracis-19088	263	15	association	association	NOUN
bracis-19088	263	16	for	for	ADP
bracis-19088	263	17	computational	computational	ADJ
bracis-19088	263	18	linguistics	linguistic	NOUN
bracis-19088	263	19	:	:	PUNCT
bracis-19088	263	20	human	human	ADJ
bracis-19088	263	21	language	language	NOUN
bracis-19088	263	22	technologies	technology	NOUN
bracis-19088	263	23	proceedings	proceeding	NOUN
bracis-19088	263	24	of	of	ADP
bracis-19088	263	25	the	the	DET
bracis-19088	263	26	conference	conference	NOUN
bracis-19088	263	27	,	,	PUNCT
bracis-19088	263	28	vol	vol	NOUN
bracis-19088	263	29	.	.	PROPN
bracis-19088	263	30	2	2	NUM
bracis-19088	263	31	,	,	PUNCT
bracis-19088	263	32	pp	pp	ADJ
bracis-19088	263	33	.	.	PUNCT
bracis-19088	264	1	588–594	588–594	NUM
bracis-19088	264	2	(	(	PUNCT
bracis-19088	264	3	2018	2018	NUM
bracis-19088	264	4	)	)	PUNCT
bracis-19088	264	5	.	.	PUNCT
bracis-19088	265	1	https://doi.org/10.18653/v1/n18-2093	https://doi.org/10.18653/v1/n18-2093	PROPN
bracis-19088	265	2	yu	yu	PROPN
bracis-19088	265	3	,	,	PUNCT
bracis-19088	265	4	t.	t.	PROPN
bracis-19088	265	5	,	,	PUNCT
bracis-19088	265	6	yasunaga	yasunaga	NOUN
bracis-19088	265	7	,	,	PUNCT
bracis-19088	265	8	m.	m.	NOUN
bracis-19088	265	9	,	,	PUNCT
bracis-19088	265	10	yang	yang	PROPN
bracis-19088	265	11	,	,	PUNCT
bracis-19088	265	12	k.	k.	PROPN
bracis-19088	265	13	,	,	PUNCT
bracis-19088	265	14	zhang	zhang	PROPN
bracis-19088	265	15	,	,	PUNCT
bracis-19088	265	16	r.	r.	PROPN
bracis-19088	265	17	,	,	PUNCT
bracis-19088	265	18	wang	wang	PROPN
bracis-19088	265	19	,	,	PUNCT
bracis-19088	265	20	d.	d.	PROPN
bracis-19088	265	21	,	,	PUNCT
bracis-19088	265	22	li	li	PROPN
bracis-19088	265	23	,	,	PUNCT
bracis-19088	265	24	z.	z.	PROPN
bracis-19088	265	25	,	,	PUNCT
bracis-19088	265	26	radev	radev	PROPN
bracis-19088	265	27	,	,	PUNCT
bracis-19088	265	28	d.r	d.r	PROPN
bracis-19088	265	29	.	.	PROPN
bracis-19088	265	30	:	:	PUNCT
bracis-19088	265	31	syntaxsqlnet	syntaxsqlnet	PROPN
bracis-19088	265	32	:	:	PUNCT
bracis-19088	265	33	syntax	syntax	NOUN
bracis-19088	265	34	tree	tree	NOUN
bracis-19088	265	35	networks	network	NOUN
bracis-19088	265	36	for	for	ADP
bracis-19088	265	37	complex	complex	ADJ
bracis-19088	265	38	and	and	CCONJ
bracis-19088	265	39	cross	cross	ADJ
bracis-19088	265	40	-	-	ADJ
bracis-19088	265	41	domain	domain	ADJ
bracis-19088	265	42	text	text	NOUN
bracis-19088	265	43	-	-	PUNCT
bracis-19088	265	44	to	to	ADP
bracis-19088	265	45	-	-	PUNCT
bracis-19088	265	46	sql	sql	NOUN
bracis-19088	265	47	task	task	NOUN
bracis-19088	265	48	.	.	PUNCT
bracis-19088	266	1	in	in	ADP
bracis-19088	266	2	:	:	PUNCT
bracis-19088	266	3	proceedings	proceeding	NOUN
bracis-19088	266	4	of	of	ADP
bracis-19088	266	5	the	the	DET
bracis-19088	266	6	2018	2018	NUM
bracis-19088	266	7	conference	conference	NOUN
bracis-19088	266	8	on	on	ADP
bracis-19088	266	9	empirical	empirical	ADJ
bracis-19088	266	10	methods	method	NOUN
bracis-19088	266	11	in	in	ADP
bracis-19088	266	12	natural	natural	ADJ
bracis-19088	266	13	language	language	NOUN
bracis-19088	266	14	processing	processing	NOUN
bracis-19088	266	15	,	,	PUNCT
bracis-19088	266	16	pp	pp	ADJ
bracis-19088	266	17	.	.	PUNCT
bracis-19088	267	1	1653–1663	1653–1663	NUM
bracis-19088	267	2	.	.	PUNCT
bracis-19088	268	1	association	association	NOUN
bracis-19088	268	2	for	for	ADP
bracis-19088	268	3	computational	computational	ADJ
bracis-19088	268	4	linguistics	linguistic	NOUN
bracis-19088	268	5	,	,	PUNCT
bracis-19088	268	6	brussels	brussels	PROPN
bracis-19088	268	7	,	,	PUNCT
bracis-19088	268	8	belgium	belgium	PROPN
bracis-19088	268	9	(	(	PUNCT
bracis-19088	268	10	2018	2018	NUM
bracis-19088	268	11	)	)	PUNCT
bracis-19088	268	12	google	google	PROPN
bracis-19088	268	13	scholar	scholar	NOUN
bracis-19088	268	14	  	  	SPACE
bracis-19088	268	15	yu	yu	PROPN
bracis-19088	268	16	,	,	PUNCT
bracis-19088	268	17	t.	t.	PROPN
bracis-19088	268	18	,	,	PUNCT
bracis-19088	268	19	et	et	PROPN
bracis-19088	268	20	al	al	PROPN
bracis-19088	268	21	.	.	PUNCT
bracis-19088	268	22	:	:	PUNCT
bracis-19088	269	1	spider	spider	NOUN
bracis-19088	269	2	:	:	PUNCT
bracis-19088	269	3	a	a	DET
bracis-19088	269	4	large	large	ADJ
bracis-19088	269	5	-	-	PUNCT
bracis-19088	269	6	scale	scale	NOUN
bracis-19088	269	7	human	human	NOUN
bracis-19088	269	8	-	-	PUNCT
bracis-19088	269	9	labeled	label	VERB
bracis-19088	269	10	dataset	dataset	NOUN
bracis-19088	269	11	for	for	ADP
bracis-19088	269	12	complex	complex	ADJ
bracis-19088	269	13	and	and	CCONJ
bracis-19088	269	14	cross	cross	ADJ
bracis-19088	269	15	-	-	ADJ
bracis-19088	269	16	domain	domain	ADJ
bracis-19088	269	17	semantic	semantic	ADJ
bracis-19088	269	18	parsing	parsing	NOUN
bracis-19088	269	19	and	and	CCONJ
bracis-19088	269	20	text	text	NOUN
bracis-19088	269	21	-	-	PUNCT
bracis-19088	269	22	to	to	ADP
bracis-19088	269	23	-	-	PUNCT
bracis-19088	269	24	sql	sql	NOUN
bracis-19088	269	25	task	task	NOUN
bracis-19088	269	26	.	.	PUNCT
bracis-19088	270	1	arxiv:1809.08887v5	arxiv:1809.08887v5	PROPN
bracis-19088	270	2	(	(	PUNCT
bracis-19088	270	3	2018	2018	NUM
bracis-19088	270	4	)	)	PUNCT
bracis-19088	270	5	francia	francia	PROPN
bracis-19088	270	6	,	,	PUNCT
bracis-19088	270	7	m.	m.	NOUN
bracis-19088	270	8	,	,	PUNCT
bracis-19088	270	9	golfarelli	golfarelli	PROPN
bracis-19088	270	10	,	,	PUNCT
bracis-19088	270	11	m.	m.	NOUN
bracis-19088	270	12	,	,	PUNCT
bracis-19088	270	13	rizzi	rizzi	PROPN
bracis-19088	270	14	,	,	PUNCT
bracis-19088	270	15	s.	s.	PROPN
bracis-19088	270	16	:	:	PUNCT
bracis-19088	270	17	augmented	augment	VERB
bracis-19088	270	18	business	business	NOUN
bracis-19088	270	19	intelligence	intelligence	NOUN
bracis-19088	270	20	.	.	PUNCT
bracis-19088	271	1	in	in	ADP
bracis-19088	271	2	:	:	PUNCT
bracis-19088	271	3	ceur	ceur	NOUN
bracis-19088	271	4	workshop	workshop	NOUN
bracis-19088	271	5	proceedings	proceeding	NOUN
bracis-19088	271	6	,	,	PUNCT
bracis-19088	271	7	vol	vol	NOUN
bracis-19088	271	8	.	.	PROPN
bracis-19088	271	9	2324	2324	NUM
bracis-19088	271	10	(	(	PUNCT
bracis-19088	271	11	2019	2019	NUM
bracis-19088	271	12	)	)	PUNCT
bracis-19088	271	13	google	google	PROPN
bracis-19088	271	14	scholar	scholar	NOUN
bracis-19088	271	15	  	  	SPACE
bracis-19088	271	16	guo	guo	PROPN
bracis-19088	271	17	,	,	PUNCT
bracis-19088	271	18	j.	j.	PROPN
bracis-19088	271	19	,	,	PUNCT
bracis-19088	271	20	et	et	PROPN
bracis-19088	271	21	al	al	PROPN
bracis-19088	271	22	.	.	PROPN
bracis-19088	271	23	:	:	PUNCT
bracis-19088	271	24	towards	towards	ADP
bracis-19088	271	25	complex	complex	ADJ
bracis-19088	271	26	text	text	NOUN
bracis-19088	271	27	-	-	PUNCT
bracis-19088	271	28	to	to	ADP
bracis-19088	271	29	-	-	PUNCT
bracis-19088	271	30	sql	sql	NOUN
bracis-19088	271	31	in	in	ADP
bracis-19088	271	32	cross	cross	ADJ
bracis-19088	271	33	-	-	ADJ
bracis-19088	271	34	domain	domain	ADJ
bracis-19088	271	35	database	database	NOUN
bracis-19088	271	36	with	with	ADP
bracis-19088	271	37	intermediate	intermediate	ADJ
bracis-19088	271	38	representation	representation	NOUN
bracis-19088	271	39	(	(	PUNCT
bracis-19088	271	40	2019	2019	NUM
bracis-19088	271	41	)	)	PUNCT
bracis-19088	271	42	google	google	PROPN
bracis-19088	271	43	scholar	scholar	NOUN
bracis-19088	271	44	  	  	SPACE
bracis-19088	271	45	wang	wang	PROPN
bracis-19088	271	46	,	,	PUNCT
bracis-19088	271	47	b.	b.	PROPN
bracis-19088	271	48	,	,	PUNCT
bracis-19088	271	49	shin	shin	PROPN
bracis-19088	271	50	,	,	PUNCT
bracis-19088	271	51	r.	r.	PROPN
bracis-19088	271	52	,	,	PUNCT
bracis-19088	271	53	liu	liu	PROPN
bracis-19088	271	54	,	,	PUNCT
bracis-19088	271	55	x.	x.	NOUN
bracis-19088	271	56	,	,	PUNCT
bracis-19088	271	57	polozov	polozov	NOUN
bracis-19088	271	58	,	,	PUNCT
bracis-19088	271	59	o.	o.	PROPN
bracis-19088	271	60	,	,	PUNCT
bracis-19088	271	61	richardson	richardson	PROPN
bracis-19088	271	62	,	,	PUNCT
bracis-19088	271	63	m.	m.	NOUN
bracis-19088	271	64	:	:	PUNCT
bracis-19088	271	65	rat	rat	NOUN
bracis-19088	271	66	-	-	PUNCT
bracis-19088	271	67	sql	sql	NOUN
bracis-19088	271	68	:	:	PUNCT
bracis-19088	271	69	relation	relation	NOUN
bracis-19088	271	70	-	-	PUNCT
bracis-19088	271	71	aware	aware	ADJ
bracis-19088	271	72	schema	schema	NOUN
bracis-19088	271	73	encoding	encode	VERB
bracis-19088	271	74	and	and	CCONJ
bracis-19088	271	75	linking	link	VERB
bracis-19088	271	76	for	for	ADP
bracis-19088	271	77	text	text	NOUN
bracis-19088	271	78	-	-	PUNCT
bracis-19088	271	79	to	to	ADP
bracis-19088	271	80	-	-	PUNCT
bracis-19088	271	81	sql	sql	NOUN
bracis-19088	271	82	parsers	parser	NOUN
bracis-19088	271	83	.	.	PUNCT
bracis-19088	272	1	arxiv	arxiv	PROPN
bracis-19088	272	2	.	.	PUNCT
bracis-19088	273	1	(	(	PUNCT
bracis-19088	273	2	2019	2019	NUM
bracis-19088	273	3	)	)	PUNCT
bracis-19088	273	4	.	.	PUNCT
bracis-19088	274	1	https://doi.org/10.18653/v1/2020.acl-main.677	https://doi.org/10.18653/v1/2020.acl-main.677	PROPN
bracis-19088	274	2	shi	shi	PROPN
bracis-19088	274	3	,	,	PUNCT
bracis-19088	274	4	p.	p.	PROPN
bracis-19088	274	5	,	,	PUNCT
bracis-19088	274	6	et	et	PROPN
bracis-19088	274	7	al	al	PROPN
bracis-19088	274	8	.	.	PUNCT
bracis-19088	274	9	:	:	PUNCT
bracis-19088	275	1	learning	learn	VERB
bracis-19088	275	2	contextual	contextual	ADJ
bracis-19088	275	3	representations	representation	NOUN
bracis-19088	275	4	for	for	ADP
bracis-19088	275	5	semantic	semantic	ADJ
bracis-19088	275	6	parsing	parsing	NOUN
bracis-19088	275	7	with	with	ADP
bracis-19088	275	8	generation	generation	NOUN
bracis-19088	275	9	-	-	PUNCT
bracis-19088	275	10	augmented	augment	VERB
bracis-19088	275	11	pre	pre	NOUN
bracis-19088	275	12	-	-	NOUN
bracis-19088	275	13	training	training	ADJ
bracis-19088	275	14	(	(	PUNCT
bracis-19088	275	15	2020	2020	NUM
bracis-19088	275	16	)	)	PUNCT
bracis-19088	275	17	google	google	PROPN
bracis-19088	275	18	scholar	scholar	NOUN
bracis-19088	275	19	  	  	SPACE
bracis-19088	275	20	yu	yu	PROPN
bracis-19088	275	21	,	,	PUNCT
bracis-19088	275	22	t.	t.	PROPN
bracis-19088	275	23	,	,	PUNCT
bracis-19088	275	24	et	et	PROPN
bracis-19088	275	25	al	al	PROPN
bracis-19088	275	26	.	.	PUNCT
bracis-19088	276	1	:	:	PUNCT
bracis-19088	276	2	grappa	grappa	NOUN
bracis-19088	276	3	:	:	PUNCT
bracis-19088	276	4	grammar	grammar	NOUN
bracis-19088	276	5	-	-	PUNCT
bracis-19088	276	6	augmented	augment	VERB
bracis-19088	276	7	pre	pre	NOUN
bracis-19088	276	8	-	-	NOUN
bracis-19088	276	9	training	training	NOUN
bracis-19088	276	10	for	for	ADP
bracis-19088	276	11	table	table	NOUN
bracis-19088	276	12	semantic	semantic	ADJ
bracis-19088	276	13	parsing	parsing	NOUN
bracis-19088	276	14	(	(	PUNCT
bracis-19088	276	15	2020	2020	NUM
bracis-19088	276	16	)	)	PUNCT
bracis-19088	276	17	google	google	PROPN
bracis-19088	276	18	scholar	scholar	NOUN
bracis-19088	276	19	  	  	SPACE
bracis-19088	276	20	lin	lin	PROPN
bracis-19088	276	21	,	,	PUNCT
bracis-19088	276	22	x.v	x.v	PROPN
bracis-19088	276	23	.	.	PROPN
bracis-19088	276	24	,	,	PUNCT
bracis-19088	276	25	socher	socher	PROPN
bracis-19088	276	26	,	,	PUNCT
bracis-19088	276	27	r.	r.	PROPN
bracis-19088	276	28	,	,	PUNCT
bracis-19088	276	29	xiong	xiong	PROPN
bracis-19088	276	30	,	,	PUNCT
bracis-19088	276	31	c.	c.	PROPN
bracis-19088	276	32	:	:	PUNCT
bracis-19088	276	33	bridging	bridge	VERB
bracis-19088	276	34	textual	textual	NOUN
bracis-19088	276	35	and	and	CCONJ
bracis-19088	276	36	tabular	tabular	ADJ
bracis-19088	276	37	data	datum	NOUN
bracis-19088	276	38	for	for	ADP
bracis-19088	276	39	cross	cross	ADJ
bracis-19088	276	40	-	-	ADJ
bracis-19088	276	41	domain	domain	ADJ
bracis-19088	276	42	text	text	NOUN
bracis-19088	276	43	-	-	PUNCT
bracis-19088	276	44	to	to	ADP
bracis-19088	276	45	-	-	PUNCT
bracis-19088	276	46	sql	sql	NOUN
bracis-19088	276	47	semantic	semantic	ADJ
bracis-19088	276	48	parsing	parsing	NOUN
bracis-19088	276	49	,	,	PUNCT
bracis-19088	276	50	pp	pp	ADV
bracis-19088	276	51	.	.	PUNCT
bracis-19088	277	1	4870–4888	4870–4888	NUM
bracis-19088	277	2	(	(	PUNCT
bracis-19088	277	3	2020	2020	NUM
bracis-19088	277	4	)	)	PUNCT
bracis-19088	277	5	.	.	PUNCT
bracis-19088	278	1	https://doi.org/10.18653/v1/2020.findings-emnlp.438	https://doi.org/10.18653/v1/2020.findings-emnlp.438	ADP
bracis-19088	278	2	utama	utama	PROPN
bracis-19088	278	3	,	,	PUNCT
bracis-19088	278	4	p.	p.	PROPN
bracis-19088	278	5	,	,	PUNCT
bracis-19088	278	6	et	et	PROPN
bracis-19088	278	7	al	al	PROPN
bracis-19088	278	8	.	.	PROPN
bracis-19088	278	9	:	:	PUNCT
bracis-19088	279	1	dbpal	dbpal	ADV
bracis-19088	279	2	:	:	PUNCT
bracis-19088	279	3	an	an	DET
bracis-19088	279	4	end	end	NOUN
bracis-19088	279	5	-	-	PUNCT
bracis-19088	279	6	to	to	ADP
bracis-19088	279	7	-	-	PUNCT
bracis-19088	279	8	end	end	NOUN
bracis-19088	279	9	neural	neural	ADJ
bracis-19088	279	10	natural	natural	ADJ
bracis-19088	279	11	language	language	NOUN
bracis-19088	279	12	interface	interface	NOUN
bracis-19088	279	13	for	for	ADP
bracis-19088	279	14	databases	database	NOUN
bracis-19088	279	15	(	(	PUNCT
bracis-19088	279	16	2018	2018	NUM
bracis-19088	279	17	)	)	PUNCT
bracis-19088	279	18	google	google	PROPN
bracis-19088	279	19	scholar	scholar	NOUN
bracis-19088	279	20	  	  	SPACE
bracis-19088	279	21	basik	basik	NOUN
bracis-19088	279	22	,	,	PUNCT
bracis-19088	279	23	f.	f.	PROPN
bracis-19088	279	24	,	,	PUNCT
bracis-19088	279	25	et	et	PROPN
bracis-19088	279	26	al	al	PROPN
bracis-19088	279	27	.	.	PROPN
bracis-19088	279	28	:	:	PUNCT
bracis-19088	280	1	dbpal	dbpal	ADV
bracis-19088	280	2	:	:	PUNCT
bracis-19088	280	3	a	a	DET
bracis-19088	280	4	learned	learn	VERB
bracis-19088	280	5	nl	nl	NOUN
bracis-19088	280	6	-	-	NOUN
bracis-19088	280	7	interface	interface	NOUN
bracis-19088	280	8	for	for	ADP
bracis-19088	280	9	databases	database	NOUN
bracis-19088	280	10	.	.	PUNCT
bracis-19088	281	1	in	in	ADP
bracis-19088	281	2	:	:	PUNCT
bracis-19088	281	3	proceedings	proceeding	NOUN
bracis-19088	281	4	of	of	ADP
bracis-19088	281	5	the	the	DET
bracis-19088	281	6	acm	acm	PROPN
bracis-19088	281	7	sigmod	sigmod	PROPN
bracis-19088	281	8	international	international	ADJ
bracis-19088	281	9	conference	conference	NOUN
bracis-19088	281	10	on	on	ADP
bracis-19088	281	11	management	management	NOUN
bracis-19088	281	12	of	of	ADP
bracis-19088	281	13	data	datum	NOUN
bracis-19088	281	14	,	,	PUNCT
bracis-19088	281	15	pp	pp	ADP
bracis-19088	281	16	.	.	PUNCT
bracis-19088	282	1	1765–1768	1765–1768	NUM
bracis-19088	282	2	(	(	PUNCT
bracis-19088	282	3	2018	2018	NUM
bracis-19088	282	4	)	)	PUNCT
bracis-19088	282	5	.	.	PUNCT
bracis-19088	283	1	https://doi.org/10.1145/3183713.3193562	https://doi.org/10.1145/3183713.3193562	PROPN
bracis-19088	283	2	weir	weir	PROPN
bracis-19088	283	3	,	,	PUNCT
bracis-19088	283	4	n.	n.	PROPN
bracis-19088	283	5	,	,	PUNCT
bracis-19088	283	6	et	et	PROPN
bracis-19088	283	7	al	al	PROPN
bracis-19088	283	8	.	.	PROPN
bracis-19088	283	9	:	:	PUNCT
bracis-19088	284	1	dbpal	dbpal	ADV
bracis-19088	284	2	:	:	PUNCT
bracis-19088	284	3	a	a	DET
bracis-19088	284	4	fully	fully	ADV
bracis-19088	284	5	pluggable	pluggable	ADJ
bracis-19088	284	6	nl2sql	nl2sql	NOUN
bracis-19088	284	7	training	training	NOUN
bracis-19088	284	8	pipeline	pipeline	NOUN
bracis-19088	284	9	.	.	PUNCT
bracis-19088	285	1	in	in	ADP
bracis-19088	285	2	:	:	PUNCT
bracis-19088	285	3	proceedings	proceeding	NOUN
bracis-19088	285	4	of	of	ADP
bracis-19088	285	5	the	the	DET
bracis-19088	285	6	2020	2020	NUM
bracis-19088	285	7	acm	acm	PROPN
bracis-19088	285	8	sigmod	sigmod	PROPN
bracis-19088	285	9	international	international	ADJ
bracis-19088	285	10	conference	conference	NOUN
bracis-19088	285	11	on	on	ADP
bracis-19088	285	12	management	management	NOUN
bracis-19088	285	13	of	of	ADP
bracis-19088	285	14	data	datum	NOUN
bracis-19088	285	15	,	,	PUNCT
bracis-19088	285	16	new	new	PROPN
bracis-19088	285	17	york	york	PROPN
bracis-19088	285	18	,	,	PUNCT
bracis-19088	285	19	pp	pp	X
bracis-19088	285	20	.	.	PUNCT
bracis-19088	286	1	2347–2361	2347–2361	NOUN
bracis-19088	286	2	.	.	PUNCT
bracis-19088	287	1	acm	acm	PROPN
bracis-19088	287	2	(	(	PUNCT
bracis-19088	287	3	2020	2020	NUM
bracis-19088	287	4	)	)	PUNCT
bracis-19088	287	5	.	.	PUNCT
bracis-19088	288	1	https://doi.org/10.1145/3318464.3380589	https://doi.org/10.1145/3318464.3380589	PROPN
bracis-19088	289	1	lyu	lyu	PROPN
bracis-19088	289	2	,	,	PUNCT
bracis-19088	289	3	q.	q.	PROPN
bracis-19088	289	4	,	,	PUNCT
bracis-19088	289	5	chakrabarti	chakrabarti	PROPN
bracis-19088	289	6	,	,	PUNCT
bracis-19088	289	7	k.	k.	PROPN
bracis-19088	289	8	,	,	PUNCT
bracis-19088	289	9	hathi	hathi	PROPN
bracis-19088	289	10	,	,	PUNCT
bracis-19088	289	11	s.	s.	PROPN
bracis-19088	289	12	,	,	PUNCT
bracis-19088	289	13	kundu	kundu	NOUN
bracis-19088	289	14	,	,	PUNCT
bracis-19088	289	15	s.	s.	PROPN
bracis-19088	289	16	,	,	PUNCT
bracis-19088	289	17	zhang	zhang	PROPN
bracis-19088	289	18	,	,	PUNCT
bracis-19088	289	19	j.	j.	PROPN
bracis-19088	289	20	,	,	PUNCT
bracis-19088	289	21	chen	chen	PROPN
bracis-19088	289	22	,	,	PUNCT
bracis-19088	289	23	z.	z.	PROPN
bracis-19088	289	24	:	:	PUNCT
bracis-19088	289	25	hybrid	hybrid	ADJ
bracis-19088	289	26	ranking	rank	VERB
bracis-19088	289	27	network	network	NOUN
bracis-19088	289	28	for	for	ADP
bracis-19088	289	29	text	text	NOUN
bracis-19088	289	30	-	-	PUNCT
bracis-19088	289	31	to	to	ADP
bracis-19088	289	32	-	-	PUNCT
bracis-19088	289	33	sql	sql	NOUN
bracis-19088	289	34	.	.	PUNCT
bracis-19088	290	1	arxiv	arxiv	PROPN
bracis-19088	290	2	.	.	PUNCT
bracis-19088	291	1	pp	pp	ADP
bracis-19088	291	2	.	.	PUNCT
bracis-19088	292	1	1–12	1–12	NOUN
bracis-19088	292	2	(	(	PUNCT
bracis-19088	292	3	2020	2020	NUM
bracis-19088	292	4	)	)	PUNCT
bracis-19088	292	5	google	google	PROPN
bracis-19088	292	6	scholar	scholar	NOUN
bracis-19088	292	7	  	  	SPACE
bracis-19088	292	8	cao	cao	PROPN
bracis-19088	292	9	,	,	PUNCT
bracis-19088	292	10	r.	r.	PROPN
bracis-19088	292	11	,	,	PUNCT
bracis-19088	292	12	chen	chen	PROPN
bracis-19088	292	13	,	,	PUNCT
bracis-19088	292	14	l.	l.	PROPN
bracis-19088	292	15	,	,	PUNCT
bracis-19088	292	16	chen	chen	PROPN
bracis-19088	292	17	,	,	PUNCT
bracis-19088	292	18	z.	z.	PROPN
bracis-19088	292	19	,	,	PUNCT
bracis-19088	292	20	zhao	zhao	PROPN
bracis-19088	292	21	,	,	PUNCT
bracis-19088	292	22	y.	y.	PROPN
bracis-19088	292	23	,	,	PUNCT
bracis-19088	292	24	zhu	zhu	PROPN
bracis-19088	292	25	,	,	PUNCT
bracis-19088	292	26	s.	s.	PROPN
bracis-19088	292	27	,	,	PUNCT
bracis-19088	292	28	yu	yu	PROPN
bracis-19088	292	29	,	,	PUNCT
bracis-19088	292	30	k.	k.	PROPN
bracis-19088	292	31	:	:	PUNCT
bracis-19088	292	32	lgesql	lgesql	NOUN
bracis-19088	292	33	:	:	PUNCT
bracis-19088	292	34	line	line	NOUN
bracis-19088	292	35	graph	graph	NOUN
bracis-19088	292	36	enhanced	enhance	VERB
bracis-19088	292	37	text	text	NOUN
bracis-19088	292	38	-	-	PUNCT
bracis-19088	292	39	to	to	ADP
bracis-19088	292	40	-	-	PUNCT
bracis-19088	292	41	sql	sql	NOUN
bracis-19088	292	42	model	model	NOUN
bracis-19088	292	43	with	with	ADP
bracis-19088	292	44	mixed	mixed	ADJ
bracis-19088	292	45	local	local	ADJ
bracis-19088	292	46	and	and	CCONJ
bracis-19088	292	47	non	non	ADJ
bracis-19088	292	48	-	-	ADJ
bracis-19088	292	49	local	local	ADJ
bracis-19088	292	50	relations	relation	NOUN
bracis-19088	292	51	,	,	PUNCT
bracis-19088	292	52	pp	pp	ADJ
bracis-19088	292	53	.	.	PUNCT
bracis-19088	293	1	2541–2555	2541–2555	NUM
bracis-19088	293	2	(	(	PUNCT
bracis-19088	293	3	2021	2021	NUM
bracis-19088	293	4	)	)	PUNCT
bracis-19088	293	5	.	.	PUNCT
bracis-19088	294	1	https://doi.org/10.18653/v1/2021.acl-long.198	https://doi.org/10.18653/v1/2021.acl-long.198	PROPN
bracis-19088	294	2	xu	xu	PROPN
bracis-19088	294	3	,	,	PUNCT
bracis-19088	294	4	p.	p.	PROPN
bracis-19088	294	5	,	,	PUNCT
bracis-19088	294	6	et	et	PROPN
bracis-19088	294	7	al	al	PROPN
bracis-19088	294	8	.	.	PROPN
bracis-19088	294	9	:	:	PUNCT
bracis-19088	295	1	optimizing	optimize	VERB
bracis-19088	295	2	deeper	deep	ADJ
bracis-19088	295	3	transformers	transformer	NOUN
bracis-19088	295	4	on	on	ADP
bracis-19088	295	5	small	small	ADJ
bracis-19088	295	6	datasets	dataset	NOUN
bracis-19088	295	7	,	,	PUNCT
bracis-19088	295	8	pp	pp	ADJ
bracis-19088	295	9	.	.	PUNCT
bracis-19088	296	1	2089–2102	2089–2102	NUM
bracis-19088	296	2	(	(	PUNCT
bracis-19088	296	3	2021	2021	NUM
bracis-19088	296	4	)	)	PUNCT
bracis-19088	296	5	.	.	PUNCT
bracis-19088	297	1	https://doi.org/10.18653/v1/2021.acl-long.163	https://doi.org/10.18653/v1/2021.acl-long.163	PROPN
bracis-19088	297	2	bergamaschi	bergamaschi	PROPN
bracis-19088	297	3	,	,	PUNCT
bracis-19088	297	4	s.	s.	PROPN
bracis-19088	297	5	,	,	PUNCT
bracis-19088	297	6	guerra	guerra	PROPN
bracis-19088	297	7	,	,	PUNCT
bracis-19088	297	8	f.	f.	PROPN
bracis-19088	297	9	,	,	PUNCT
bracis-19088	297	10	interlandi	interlandi	PROPN
bracis-19088	297	11	,	,	PUNCT
bracis-19088	297	12	m.	m.	NOUN
bracis-19088	297	13	,	,	PUNCT
bracis-19088	297	14	trillo	trillo	PROPN
bracis-19088	297	15	-	-	PUNCT
bracis-19088	297	16	lado	lado	PROPN
bracis-19088	297	17	,	,	PUNCT
bracis-19088	297	18	r.	r.	PROPN
bracis-19088	297	19	,	,	PUNCT
bracis-19088	297	20	velegrakis	velegrakis	PROPN
bracis-19088	297	21	,	,	PUNCT
bracis-19088	297	22	y.	y.	PROPN
bracis-19088	297	23	:	:	PUNCT
bracis-19088	297	24	combining	combine	VERB
bracis-19088	297	25	user	user	NOUN
bracis-19088	297	26	and	and	CCONJ
bracis-19088	297	27	database	database	NOUN
bracis-19088	297	28	perspective	perspective	NOUN
bracis-19088	297	29	for	for	ADP
bracis-19088	297	30	solving	solve	VERB
bracis-19088	297	31	keyword	keyword	NOUN
bracis-19088	297	32	queries	query	NOUN
bracis-19088	297	33	over	over	ADP
bracis-19088	297	34	relational	relational	ADJ
bracis-19088	297	35	databases	database	NOUN
bracis-19088	297	36	.	.	PUNCT
bracis-19088	298	1	inf	inf	PROPN
bracis-19088	298	2	.	.	PUNCT
bracis-19088	298	3	syst	syst	PROPN
bracis-19088	298	4	.	.	PUNCT
bracis-19088	299	1	55	55	NUM
bracis-19088	299	2	,	,	PUNCT
bracis-19088	299	3	1–19	1–19	PROPN
bracis-19088	299	4	(	(	PUNCT
bracis-19088	299	5	2016	2016	NUM
bracis-19088	299	6	)	)	PUNCT
bracis-19088	299	7	.	.	PUNCT
bracis-19088	300	1	https://doi.org/10.1016/j.is.2015.07.005	https://doi.org/10.1016/j.is.2015.07.005	PROPN
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bracis-19088	300	3	,	,	PUNCT
bracis-19088	300	4	h.	h.	PROPN
bracis-19088	300	5	,	,	PUNCT
bracis-19088	300	6	haussmann	haussmann	PROPN
bracis-19088	300	7	,	,	PUNCT
bracis-19088	300	8	e.	e.	PROPN
bracis-19088	300	9	:	:	PUNCT
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bracis-19088	300	11	accurate	accurate	ADJ
bracis-19088	300	12	question	question	NOUN
bracis-19088	300	13	answering	answer	VERB
bracis-19088	300	14	on	on	ADP
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bracis-19088	300	16	.	.	PUNCT
bracis-19088	301	1	in	in	ADP
bracis-19088	301	2	:	:	PUNCT
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bracis-19088	301	4	of	of	ADP
bracis-19088	301	5	the	the	DET
bracis-19088	301	6	international	international	ADJ
bracis-19088	301	7	on	on	ADP
bracis-19088	301	8	conference	conference	NOUN
bracis-19088	301	9	on	on	ADP
bracis-19088	301	10	information	information	NOUN
bracis-19088	301	11	and	and	CCONJ
bracis-19088	301	12	knowledge	knowledge	NOUN
bracis-19088	301	13	management	management	NOUN
bracis-19088	301	14	,	,	PUNCT
bracis-19088	301	15	19–23	19–23	NUM
bracis-19088	301	16	-	-	PUNCT
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bracis-19088	301	18	2015	2015	NUM
bracis-19088	301	19	,	,	PUNCT
bracis-19088	301	20	pp	pp	ADP
bracis-19088	301	21	.	.	PUNCT
bracis-19088	301	22	1431–1440	1431–1440	NUM
bracis-19088	301	23	(	(	PUNCT
bracis-19088	301	24	2015	2015	NUM
bracis-19088	301	25	)	)	PUNCT
bracis-19088	301	26	.	.	PUNCT
bracis-19088	302	1	https://doi.org/10.1145/2806416.2806472	https://doi.org/10.1145/2806416.2806472	X
bracis-19088	302	2	ben	ben	PROPN
bracis-19088	302	3	abacha	abacha	PROPN
bracis-19088	302	4	,	,	PUNCT
bracis-19088	302	5	a.	a.	PROPN
bracis-19088	302	6	,	,	PUNCT
bracis-19088	302	7	zweigenbaum	zweigenbaum	ADV
bracis-19088	302	8	,	,	PUNCT
bracis-19088	302	9	p.	p.	NOUN
bracis-19088	302	10	:	:	PUNCT
bracis-19088	302	11	means	mean	VERB
bracis-19088	302	12	:	:	PUNCT
bracis-19088	302	13	a	a	DET
bracis-19088	302	14	medical	medical	ADJ
bracis-19088	302	15	question	question	NOUN
bracis-19088	302	16	-	-	PUNCT
bracis-19088	302	17	answering	answer	VERB
bracis-19088	302	18	system	system	NOUN
bracis-19088	302	19	combining	combine	VERB
bracis-19088	302	20	nlp	nlp	NOUN
bracis-19088	302	21	techniques	technique	NOUN
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bracis-19088	302	24	web	web	NOUN
bracis-19088	302	25	technologies	technology	NOUN
bracis-19088	302	26	.	.	PUNCT
bracis-19088	303	1	inf	inf	PROPN
bracis-19088	303	2	.	.	PROPN
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bracis-19088	303	4	.	.	PUNCT
bracis-19088	304	1	manag	manag	PROPN
bracis-19088	304	2	.	.	PUNCT
bracis-19088	305	1	51	51	NUM
bracis-19088	305	2	,	,	PUNCT
bracis-19088	305	3	570–594	570–594	NUM
bracis-19088	305	4	(	(	PUNCT
bracis-19088	305	5	2015	2015	NUM
bracis-19088	305	6	)	)	PUNCT
bracis-19088	305	7	.	.	PUNCT
bracis-19088	306	1	https://doi.org/10.1016/j.ipm.2015.04.006	https://doi.org/10.1016/j.ipm.2015.04.006	PROPN
bracis-19088	306	2	article	article	PROPN
bracis-19088	306	3	  	  	SPACE
bracis-19088	306	4	google	google	PROPN
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bracis-19088	306	6	  	  	SPACE
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bracis-19088	306	8	,	,	PUNCT
bracis-19088	306	9	s.	s.	PROPN
bracis-19088	306	10	,	,	PUNCT
bracis-19088	306	11	konstas	konsta	NOUN
bracis-19088	306	12	,	,	PUNCT
bracis-19088	306	13	i.	i.	PROPN
bracis-19088	306	14	,	,	PUNCT
bracis-19088	306	15	cheung	cheung	PROPN
bracis-19088	306	16	,	,	PUNCT
bracis-19088	306	17	a.	a.	PROPN
bracis-19088	306	18	,	,	PUNCT
bracis-19088	306	19	krishnamurthy	krishnamurthy	PROPN
bracis-19088	306	20	,	,	PUNCT
bracis-19088	306	21	j.	j.	PROPN
bracis-19088	306	22	,	,	PUNCT
bracis-19088	306	23	zettlemoyer	zettlemoyer	NOUN
bracis-19088	306	24	,	,	PUNCT
bracis-19088	306	25	l.	l.	PROPN
bracis-19088	306	26	:	:	PUNCT
bracis-19088	306	27	learning	learn	VERB
bracis-19088	306	28	a	a	DET
bracis-19088	306	29	neural	neural	ADJ
bracis-19088	306	30	semantic	semantic	ADJ
bracis-19088	306	31	parser	parser	NOUN
bracis-19088	306	32	from	from	ADP
bracis-19088	306	33	user	user	NOUN
bracis-19088	306	34	feedback	feedback	NOUN
bracis-19088	306	35	.	.	PUNCT
bracis-19088	307	1	in	in	ADP
bracis-19088	307	2	:	:	PUNCT
bracis-19088	307	3	acl	acl	PROPN
bracis-19088	307	4	2017–55th	2017–55th	NUM
bracis-19088	307	5	annual	annual	ADJ
bracis-19088	307	6	meeting	meeting	NOUN
bracis-19088	307	7	of	of	ADP
bracis-19088	307	8	the	the	DET
bracis-19088	307	9	association	association	NOUN
bracis-19088	307	10	for	for	ADP
bracis-19088	307	11	computational	computational	ADJ
bracis-19088	307	12	linguistics	linguistic	NOUN
bracis-19088	307	13	proceeding	proceeding	NOUN
bracis-19088	307	14	conference	conference	NOUN
bracis-19088	307	15	(	(	PUNCT
bracis-19088	307	16	long	long	ADJ
bracis-19088	307	17	paper	paper	NOUN
bracis-19088	307	18	1	1	NUM
bracis-19088	307	19	)	)	PUNCT
bracis-19088	307	20	,	,	PUNCT
bracis-19088	307	21	pp	pp	ADP
bracis-19088	307	22	.	.	PUNCT
bracis-19088	308	1	963–973	963–973	NUM
bracis-19088	308	2	(	(	PUNCT
bracis-19088	308	3	2017	2017	NUM
bracis-19088	308	4	)	)	PUNCT
bracis-19088	308	5	.	.	PUNCT
bracis-19088	309	1	https://doi.org/10.18653/v1/p17-1089	https://doi.org/10.18653/v1/p17-1089	NOUN
bracis-19088	309	2	giordani	giordani	PROPN
bracis-19088	309	3	,	,	PUNCT
bracis-19088	309	4	a.	a.	NOUN
bracis-19088	309	5	,	,	PUNCT
bracis-19088	309	6	moschitti	moschitti	PROPN
bracis-19088	309	7	,	,	PUNCT
bracis-19088	309	8	a.	a.	NOUN
bracis-19088	309	9	:	:	PUNCT
bracis-19088	309	10	translating	translate	VERB
bracis-19088	309	11	questions	question	NOUN
bracis-19088	309	12	to	to	PART
bracis-19088	309	13	sql	sql	VERB
bracis-19088	309	14	queries	query	NOUN
bracis-19088	309	15	with	with	ADP
bracis-19088	309	16	generative	generative	ADJ
bracis-19088	309	17	parsers	parser	NOUN
bracis-19088	309	18	discriminatively	discriminatively	ADV
bracis-19088	309	19	reranked	reranke	VERB
bracis-19088	309	20	.	.	PUNCT
bracis-19088	310	1	in	in	ADP
bracis-19088	310	2	:	:	PUNCT
bracis-19088	310	3	coling	cole	VERB
bracis-19088	310	4	,	,	PUNCT
bracis-19088	310	5	pp	pp	ADV
bracis-19088	310	6	.	.	PUNCT
bracis-19088	311	1	401–410	401–410	NUM
bracis-19088	311	2	(	(	PUNCT
bracis-19088	311	3	2012	2012	NUM
bracis-19088	311	4	)	)	PUNCT
bracis-19088	311	5	google	google	PROPN
bracis-19088	311	6	scholar	scholar	NOUN
bracis-19088	311	7	  	  	SPACE
bracis-19088	311	8	popescu	popescu	NOUN
bracis-19088	311	9	,	,	PUNCT
bracis-19088	311	10	a.m.	a.m.	ADV
bracis-19088	311	11	,	,	PUNCT
bracis-19088	311	12	etzioni	etzioni	PROPN
bracis-19088	311	13	,	,	PUNCT
bracis-19088	311	14	o.	o.	PROPN
bracis-19088	311	15	,	,	PUNCT
bracis-19088	311	16	kautz	kautz	PROPN
bracis-19088	311	17	,	,	PUNCT
bracis-19088	311	18	h.	h.	PROPN
bracis-19088	311	19	:	:	PUNCT
bracis-19088	311	20	towards	towards	ADP
bracis-19088	311	21	a	a	DET
bracis-19088	311	22	theory	theory	NOUN
bracis-19088	311	23	of	of	ADP
bracis-19088	311	24	natural	natural	ADJ
bracis-19088	311	25	language	language	NOUN
bracis-19088	311	26	interfaces	interface	NOUN
bracis-19088	311	27	to	to	ADP
bracis-19088	311	28	databases	database	NOUN
bracis-19088	311	29	.	.	PUNCT
bracis-19088	312	1	in	in	ADP
bracis-19088	312	2	:	:	PUNCT
bracis-19088	312	3	international	international	ADJ
bracis-19088	312	4	conference	conference	NOUN
bracis-19088	312	5	on	on	ADP
bracis-19088	312	6	intelligent	intelligent	ADJ
bracis-19088	312	7	user	user	NOUN
bracis-19088	312	8	interfaces	interface	NOUN
bracis-19088	312	9	,	,	PUNCT
bracis-19088	312	10	proceedings	proceeding	NOUN
bracis-19088	312	11	of	of	ADP
bracis-19088	312	12	the	the	DET
bracis-19088	312	13	iui	iui	NOUN
bracis-19088	312	14	,	,	PUNCT
bracis-19088	312	15	pp	pp	ADV
bracis-19088	312	16	.	.	PUNCT
bracis-19088	313	1	149–157	149–157	NUM
bracis-19088	313	2	(	(	PUNCT
bracis-19088	313	3	2003	2003	NUM
bracis-19088	313	4	)	)	PUNCT
bracis-19088	313	5	.	.	PUNCT
bracis-19088	314	1	https://doi.org/10.1145/604050.604070	https://doi.org/10.1145/604050.604070	X
bracis-19088	315	1	zelle	zelle	PROPN
bracis-19088	315	2	,	,	PUNCT
bracis-19088	315	3	j.m	j.m	PROPN
bracis-19088	315	4	.	.	PROPN
bracis-19088	315	5	,	,	PUNCT
bracis-19088	315	6	mooney	mooney	PROPN
bracis-19088	315	7	,	,	PUNCT
bracis-19088	315	8	r.j	r.j	PROPN
bracis-19088	315	9	.	.	PROPN
bracis-19088	315	10	:	:	PUNCT
bracis-19088	316	1	learning	learn	VERB
bracis-19088	316	2	to	to	PART
bracis-19088	316	3	parse	parse	VERB
bracis-19088	316	4	database	database	NOUN
bracis-19088	316	5	queries	query	NOUN
bracis-19088	316	6	using	use	VERB
bracis-19088	316	7	inductive	inductive	ADJ
bracis-19088	316	8	logic	logic	NOUN
bracis-19088	316	9	programming	programming	NOUN
bracis-19088	316	10	.	.	PUNCT
bracis-19088	317	1	in	in	ADP
bracis-19088	317	2	:	:	PUNCT
bracis-19088	317	3	proceedings	proceeding	NOUN
bracis-19088	317	4	of	of	ADP
bracis-19088	317	5	the	the	DET
bracis-19088	317	6	national	national	ADJ
bracis-19088	317	7	conference	conference	NOUN
bracis-19088	317	8	on	on	ADP
bracis-19088	317	9	artificial	artificial	ADJ
bracis-19088	317	10	intelligence	intelligence	NOUN
bracis-19088	317	11	,	,	PUNCT
bracis-19088	317	12	pp	pp	X
bracis-19088	317	13	.	.	PUNCT
bracis-19088	318	1	1050–1055	1050–1055	NUM
bracis-19088	318	2	(	(	PUNCT
bracis-19088	318	3	1996	1996	NUM
bracis-19088	318	4	)	)	PUNCT
bracis-19088	318	5	google	google	PROPN
bracis-19088	318	6	scholar	scholar	NOUN
bracis-19088	318	7	  	  	SPACE
bracis-19088	318	8	zettlemoyer	zettlemoyer	NOUN
bracis-19088	318	9	,	,	PUNCT
bracis-19088	318	10	l.s	l.s	PROPN
bracis-19088	318	11	.	.	PROPN
bracis-19088	318	12	,	,	PUNCT
bracis-19088	318	13	michael	michael	PROPN
bracis-19088	318	14	,	,	PUNCT
bracis-19088	318	15	c.	c.	PROPN
bracis-19088	318	16	:	:	PUNCT
bracis-19088	318	17	learning	learn	VERB
bracis-19088	318	18	to	to	PART
bracis-19088	318	19	map	map	VERB
bracis-19088	318	20	sentences	sentence	NOUN
bracis-19088	318	21	to	to	ADP
bracis-19088	318	22	logical	logical	ADJ
bracis-19088	318	23	form	form	NOUN
bracis-19088	318	24	:	:	PUNCT
bracis-19088	318	25	structured	structure	VERB
bracis-19088	318	26	classification	classification	NOUN
bracis-19088	318	27	with	with	ADP
bracis-19088	318	28	probabilistic	probabilistic	ADJ
bracis-19088	318	29	categorial	categorial	ADJ
bracis-19088	318	30	grammars	grammar	NOUN
bracis-19088	318	31	.	.	PUNCT
bracis-19088	319	1	in	in	ADP
bracis-19088	319	2	:	:	PUNCT
bracis-19088	319	3	proceedings	proceeding	NOUN
bracis-19088	319	4	of	of	ADP
bracis-19088	319	5	the	the	DET
bracis-19088	319	6	21st	21st	ADJ
bracis-19088	319	7	conference	conference	NOUN
bracis-19088	319	8	on	on	ADP
bracis-19088	319	9	uncertain	uncertain	ADJ
bracis-19088	319	10	artificial	artificial	ADJ
bracis-19088	319	11	intelligence	intelligence	NOUN
bracis-19088	319	12	,	,	PUNCT
bracis-19088	319	13	uai	uai	PROPN
bracis-19088	319	14	2005	2005	NUM
bracis-19088	319	15	,	,	PUNCT
bracis-19088	319	16	pp	pp	ADV
bracis-19088	319	17	.	.	PUNCT
bracis-19088	320	1	658–666	658–666	NUM
bracis-19088	320	2	(	(	PUNCT
bracis-19088	320	3	2005	2005	NUM
bracis-19088	320	4	)	)	PUNCT
bracis-19088	320	5	google	google	PROPN
bracis-19088	320	6	scholar	scholar	NOUN
bracis-19088	320	7	  	  	SPACE
bracis-19088	320	8	zhong	zhong	PROPN
bracis-19088	320	9	,	,	PUNCT
bracis-19088	320	10	v.	v.	PROPN
bracis-19088	320	11	,	,	PUNCT
bracis-19088	320	12	xiong	xiong	PROPN
bracis-19088	320	13	,	,	PUNCT
bracis-19088	320	14	c.	c.	PROPN
bracis-19088	320	15	,	,	PUNCT
bracis-19088	320	16	socher	socher	PROPN
bracis-19088	320	17	,	,	PUNCT
bracis-19088	320	18	r.	r.	PROPN
bracis-19088	320	19	:	:	PUNCT
bracis-19088	320	20	seq2sql	seq2sql	PROPN
bracis-19088	320	21	:	:	PUNCT
bracis-19088	320	22	generating	generate	VERB
bracis-19088	320	23	structured	structured	ADJ
bracis-19088	320	24	queries	query	NOUN
bracis-19088	320	25	from	from	ADP
bracis-19088	320	26	natural	natural	ADJ
bracis-19088	320	27	language	language	NOUN
bracis-19088	320	28	using	use	VERB
bracis-19088	320	29	reinforcement	reinforcement	NOUN
bracis-19088	320	30	learning	learning	NOUN
bracis-19088	320	31	.	.	PUNCT
bracis-19088	321	1	arxiv:1709.00103v7	arxiv:1709.00103v7	PROPN
bracis-19088	321	2	.	.	PUNCT
bracis-19088	322	1	pp	pp	PROPN
bracis-19088	322	2	.	.	PUNCT
bracis-19088	323	1	1–12	1–12	NOUN
bracis-19088	323	2	(	(	PUNCT
bracis-19088	323	3	2017	2017	NUM
bracis-19088	323	4	)	)	PUNCT
bracis-19088	323	5	zettlemoyer	zettlemoyer	NOUN
bracis-19088	323	6	,	,	PUNCT
bracis-19088	323	7	l.s	l.s	PROPN
bracis-19088	323	8	.	.	PROPN
bracis-19088	323	9	,	,	PUNCT
bracis-19088	323	10	collins	collins	PROPN
bracis-19088	323	11	,	,	PUNCT
bracis-19088	323	12	m.	m.	NOUN
bracis-19088	323	13	:	:	PUNCT
bracis-19088	323	14	online	online	ADJ
bracis-19088	323	15	learning	learning	NOUN
bracis-19088	323	16	of	of	ADP
bracis-19088	323	17	relaxed	relaxed	ADJ
bracis-19088	323	18	ccg	ccg	NOUN
bracis-19088	323	19	grammars	grammar	NOUN
bracis-19088	323	20	for	for	ADP
bracis-19088	323	21	parsing	parse	VERB
bracis-19088	323	22	to	to	ADP
bracis-19088	323	23	logical	logical	ADJ
bracis-19088	323	24	form	form	NOUN
bracis-19088	323	25	.	.	PUNCT
bracis-19088	324	1	in	in	ADP
bracis-19088	324	2	:	:	PUNCT
bracis-19088	324	3	emnlp	emnlp	PROPN
bracis-19088	324	4	-	-	PUNCT
bracis-19088	324	5	conll	conll	NOUN
bracis-19088	324	6	2007	2007	NUM
bracis-19088	324	7	proceedings	proceeding	NOUN
bracis-19088	324	8	of	of	ADP
bracis-19088	324	9	the	the	DET
bracis-19088	324	10	2007	2007	NUM
bracis-19088	324	11	joint	joint	ADJ
bracis-19088	324	12	conference	conference	NOUN
bracis-19088	324	13	on	on	ADP
bracis-19088	324	14	empirical	empirical	ADJ
bracis-19088	324	15	methods	method	NOUN
bracis-19088	324	16	in	in	ADP
bracis-19088	324	17	natural	natural	ADJ
bracis-19088	324	18	language	language	NOUN
bracis-19088	324	19	processing	processing	NOUN
bracis-19088	324	20	and	and	CCONJ
bracis-19088	324	21	computational	computational	ADJ
bracis-19088	324	22	natural	natural	ADJ
bracis-19088	324	23	language	language	NOUN
bracis-19088	324	24	learning	learning	NOUN
bracis-19088	324	25	,	,	PUNCT
bracis-19088	324	26	pp	pp	ADV
bracis-19088	324	27	.	.	PUNCT
bracis-19088	325	1	678–687	678–687	NUM
bracis-19088	325	2	(	(	PUNCT
bracis-19088	325	3	2007	2007	NUM
bracis-19088	325	4	)	)	PUNCT
bracis-19088	325	5	google	google	NOUN
bracis-19088	325	6	scholar	scholar	NOUN
bracis-19088	325	7	  	  	SPACE
bracis-19088	325	8	price	price	NOUN
bracis-19088	325	9	,	,	PUNCT
bracis-19088	325	10	p.j	p.j	PROPN
bracis-19088	325	11	.	.	PROPN
bracis-19088	325	12	:	:	PUNCT
bracis-19088	325	13	evaluation	evaluation	NOUN
bracis-19088	325	14	of	of	ADP
bracis-19088	325	15	spoken	spoken	ADJ
bracis-19088	325	16	language	language	NOUN
bracis-19088	325	17	systems	system	NOUN
bracis-19088	325	18	.	.	PUNCT
bracis-19088	326	1	in	in	ADP
bracis-19088	326	2	:	:	PUNCT
bracis-19088	326	3	proceedings	proceeding	NOUN
bracis-19088	326	4	of	of	ADP
bracis-19088	326	5	the	the	DET
bracis-19088	326	6	workshop	workshop	NOUN
bracis-19088	326	7	on	on	ADP
bracis-19088	326	8	speech	speech	NOUN
bracis-19088	326	9	and	and	CCONJ
bracis-19088	326	10	natural	natural	ADJ
bracis-19088	326	11	language	language	NOUN
bracis-19088	326	12	hlt	hlt	X
bracis-19088	326	13	1990	1990	NUM
bracis-19088	326	14	,	,	PUNCT
bracis-19088	326	15	pp	pp	ADJ
bracis-19088	326	16	.	.	PUNCT
bracis-19088	327	1	91–95	91–95	NUM
bracis-19088	327	2	.	.	PUNCT
bracis-19088	328	1	association	association	NOUN
bracis-19088	328	2	for	for	ADP
bracis-19088	328	3	computational	computational	ADJ
bracis-19088	328	4	linguistics	linguistic	NOUN
bracis-19088	328	5	,	,	PUNCT
bracis-19088	328	6	morristown	morristown	PROPN
bracis-19088	328	7	,	,	PUNCT
bracis-19088	328	8	nj	nj	PROPN
bracis-19088	328	9	,	,	PUNCT
bracis-19088	328	10	usa	usa	PROPN
bracis-19088	328	11	(	(	PUNCT
bracis-19088	328	12	1990	1990	NUM
bracis-19088	328	13	)	)	PUNCT
bracis-19088	328	14	.	.	PUNCT
bracis-19088	329	1	https://doi.org/10.3115/116580.116612	https://doi.org/10.3115/116580.116612	PROPN
bracis-19088	329	2	dahl	dahl	PROPN
bracis-19088	329	3	,	,	PUNCT
bracis-19088	329	4	d.a	d.a	PROPN
bracis-19088	329	5	.	.	PROPN
bracis-19088	329	6	,	,	PUNCT
bracis-19088	329	7	et	et	PROPN
bracis-19088	329	8	al	al	PROPN
bracis-19088	329	9	.	.	PROPN
bracis-19088	329	10	:	:	PUNCT
bracis-19088	330	1	expanding	expand	VERB
bracis-19088	330	2	the	the	DET
bracis-19088	330	3	scope	scope	NOUN
bracis-19088	330	4	of	of	ADP
bracis-19088	330	5	the	the	DET
bracis-19088	330	6	atis	atis	ADJ
bracis-19088	330	7	task	task	NOUN
bracis-19088	330	8	43	43	NUM
bracis-19088	330	9	(	(	PUNCT
bracis-19088	330	10	1994	1994	NUM
bracis-19088	330	11	)	)	PUNCT
bracis-19088	330	12	.	.	PUNCT
bracis-19088	331	1	https://doi.org/10.3115/1075812.1075823	https://doi.org/10.3115/1075812.1075823	PROPN
bracis-19088	331	2	hemphill	hemphill	PROPN
bracis-19088	331	3	,	,	PUNCT
bracis-19088	331	4	c.t	c.t	PROPN
bracis-19088	331	5	.	.	PROPN
bracis-19088	331	6	,	,	PUNCT
bracis-19088	331	7	godfrey	godfrey	PROPN
bracis-19088	331	8	,	,	PUNCT
bracis-19088	331	9	j.j	j.j	PROPN
bracis-19088	331	10	.	.	PROPN
bracis-19088	331	11	,	,	PUNCT
bracis-19088	331	12	george	george	PROPN
bracis-19088	331	13	,	,	PUNCT
bracis-19088	331	14	r.d	r.d	PROPN
bracis-19088	331	15	.	.	PROPN
bracis-19088	331	16	:	:	PUNCT
bracis-19088	331	17	the	the	DET
bracis-19088	331	18	atis	atis	ADJ
bracis-19088	331	19	spoken	spoken	ADJ
bracis-19088	331	20	language	language	NOUN
bracis-19088	331	21	systems	system	NOUN
bracis-19088	331	22	pilot	pilot	NOUN
bracis-19088	331	23	corpus	corpus	NOUN
bracis-19088	331	24	.	.	PUNCT
bracis-19088	332	1	in	in	ADP
bracis-19088	332	2	:	:	PUNCT
bracis-19088	332	3	proceedings	proceeding	NOUN
bracis-19088	332	4	of	of	ADP
bracis-19088	332	5	the	the	DET
bracis-19088	332	6	darpa	darpa	PROPN
bracis-19088	332	7	speech	speech	NOUN
bracis-19088	332	8	and	and	CCONJ
bracis-19088	332	9	natural	natural	ADJ
bracis-19088	332	10	language	language	NOUN
bracis-19088	332	11	workshop	workshop	NOUN
bracis-19088	332	12	.	.	PUNCT
bracis-19088	332	13	,	,	PUNCT
bracis-19088	332	14	hidden	hide	VERB
bracis-19088	332	15	valley	valley	NOUN
bracis-19088	332	16	,	,	PUNCT
bracis-19088	332	17	pennsylvania	pennsylvania	PROPN
bracis-19088	332	18	(	(	PUNCT
bracis-19088	332	19	1990	1990	NUM
bracis-19088	332	20	)	)	PUNCT
bracis-19088	332	21	google	google	PROPN
bracis-19088	332	22	scholar	scholar	NOUN
bracis-19088	332	23	  	  	SPACE
bracis-19088	332	24	zhong	zhong	PROPN
bracis-19088	332	25	,	,	PUNCT
bracis-19088	332	26	r.	r.	PROPN
bracis-19088	332	27	,	,	PUNCT
bracis-19088	332	28	yu	yu	PROPN
bracis-19088	332	29	,	,	PUNCT
bracis-19088	332	30	t.	t.	PROPN
bracis-19088	332	31	,	,	PUNCT
bracis-19088	332	32	klein	klein	PROPN
bracis-19088	332	33	,	,	PUNCT
bracis-19088	332	34	d.	d.	PROPN
bracis-19088	332	35	:	:	PUNCT
bracis-19088	332	36	semantic	semantic	ADJ
bracis-19088	332	37	evaluation	evaluation	NOUN
bracis-19088	332	38	for	for	ADP
bracis-19088	332	39	text	text	NOUN
bracis-19088	332	40	-	-	PUNCT
bracis-19088	332	41	to	to	ADP
bracis-19088	332	42	-	-	PUNCT
bracis-19088	332	43	sql	sql	NOUN
bracis-19088	332	44	with	with	ADP
bracis-19088	332	45	distilled	distil	VERB
bracis-19088	332	46	test	test	NOUN
bracis-19088	332	47	suites	suite	NOUN
bracis-19088	332	48	.	.	PUNCT
bracis-19088	333	1	arxiv	arxiv	PROPN
bracis-19088	333	2	.	.	PUNCT
bracis-19088	334	1	(	(	PUNCT
bracis-19088	334	2	2020	2020	NUM
bracis-19088	334	3	)	)	PUNCT
bracis-19088	334	4	.	.	PUNCT
bracis-19088	335	1	https://doi.org/10.18653/v1/2020.emnlp-main.29	https://doi.org/10.18653/v1/2020.emnlp-main.29	PROPN
bracis-19088	335	2	devlin	devlin	PROPN
bracis-19088	335	3	,	,	PUNCT
bracis-19088	335	4	j.	j.	PROPN
bracis-19088	335	5	,	,	PUNCT
bracis-19088	335	6	chang	chang	PROPN
bracis-19088	335	7	,	,	PUNCT
bracis-19088	335	8	m.w	m.w	PROPN
bracis-19088	335	9	.	.	PROPN
bracis-19088	335	10	,	,	PUNCT
bracis-19088	335	11	lee	lee	PROPN
bracis-19088	335	12	,	,	PUNCT
bracis-19088	335	13	k.	k.	PROPN
bracis-19088	335	14	,	,	PUNCT
bracis-19088	335	15	toutanova	toutanova	PROPN
bracis-19088	335	16	,	,	PUNCT
bracis-19088	335	17	k.	k.	PROPN
bracis-19088	335	18	:	:	PUNCT
bracis-19088	335	19	bert	bert	PROPN
bracis-19088	335	20	:	:	PUNCT
bracis-19088	335	21	pre	pre	ADJ
bracis-19088	335	22	-	-	NOUN
bracis-19088	335	23	training	training	NOUN
bracis-19088	335	24	of	of	ADP
bracis-19088	335	25	deep	deep	ADJ
bracis-19088	335	26	bidirectional	bidirectional	ADJ
bracis-19088	335	27	transformers	transformer	NOUN
bracis-19088	335	28	for	for	ADP
bracis-19088	335	29	language	language	NOUN
bracis-19088	335	30	understanding	understanding	NOUN
bracis-19088	335	31	.	.	PUNCT
bracis-19088	336	1	in	in	ADP
bracis-19088	336	2	:	:	PUNCT
bracis-19088	336	3	naacl	naacl	PROPN
bracis-19088	336	4	hlt	hlt	PROPN
bracis-19088	336	5	2019–2019	2019–2019	NUM
bracis-19088	336	6	conference	conference	NOUN
bracis-19088	336	7	of	of	ADP
bracis-19088	336	8	the	the	DET
bracis-19088	336	9	north	north	ADJ
bracis-19088	336	10	american	american	ADJ
bracis-19088	336	11	chapter	chapter	NOUN
bracis-19088	336	12	of	of	ADP
bracis-19088	336	13	the	the	DET
bracis-19088	336	14	association	association	NOUN
bracis-19088	336	15	for	for	ADP
bracis-19088	336	16	computational	computational	ADJ
bracis-19088	336	17	linguistics	linguistic	NOUN
bracis-19088	336	18	:	:	PUNCT
bracis-19088	336	19	human	human	ADJ
bracis-19088	336	20	language	language	NOUN
bracis-19088	336	21	technologies	technology	NOUN
bracis-19088	336	22	proceedings	proceeding	NOUN
bracis-19088	336	23	of	of	ADP
bracis-19088	336	24	the	the	DET
bracis-19088	336	25	conference	conference	NOUN
bracis-19088	336	26	,	,	PUNCT
bracis-19088	336	27	vol	vol	NOUN
bracis-19088	336	28	.	.	PROPN
bracis-19088	336	29	1	1	NUM
bracis-19088	336	30	,	,	PUNCT
bracis-19088	336	31	pp	pp	ADJ
bracis-19088	336	32	.	.	PUNCT
bracis-19088	337	1	4171–4186	4171–4186	NUM
bracis-19088	337	2	(	(	PUNCT
bracis-19088	337	3	2019	2019	NUM
bracis-19088	337	4	)	)	PUNCT
bracis-19088	337	5	google	google	PROPN
bracis-19088	337	6	scholar	scholar	NOUN
bracis-19088	337	7	  	  	SPACE
bracis-19088	337	8	lewis	lewis	PROPN
bracis-19088	337	9	,	,	PUNCT
bracis-19088	337	10	m.	m.	NOUN
bracis-19088	337	11	,	,	PUNCT
bracis-19088	337	12	et	et	PROPN
bracis-19088	337	13	al	al	PROPN
bracis-19088	337	14	.	.	PUNCT
bracis-19088	337	15	:	:	PUNCT
bracis-19088	338	1	bart	bart	PROPN
bracis-19088	338	2	:	:	PUNCT
bracis-19088	338	3	denoising	denoise	VERB
bracis-19088	338	4	sequence	sequence	NOUN
bracis-19088	338	5	-	-	PUNCT
bracis-19088	338	6	to	to	ADP
bracis-19088	338	7	-	-	PUNCT
bracis-19088	338	8	sequence	sequence	NOUN
bracis-19088	338	9	pre	pre	NOUN
bracis-19088	338	10	-	-	NOUN
bracis-19088	338	11	training	training	NOUN
bracis-19088	338	12	for	for	ADP
bracis-19088	338	13	natural	natural	ADJ
bracis-19088	338	14	language	language	NOUN
bracis-19088	338	15	generation	generation	NOUN
bracis-19088	338	16	,	,	PUNCT
bracis-19088	338	17	translation	translation	NOUN
bracis-19088	338	18	,	,	PUNCT
bracis-19088	338	19	and	and	CCONJ
bracis-19088	338	20	comprehension	comprehension	NOUN
bracis-19088	338	21	(	(	PUNCT
bracis-19088	338	22	2019	2019	NUM
bracis-19088	338	23	)	)	PUNCT
bracis-19088	338	24	google	google	PROPN
bracis-19088	338	25	scholar	scholar	NOUN
bracis-19088	338	26	  	  	SPACE
bracis-19088	338	27	souza	souza	PROPN
bracis-19088	338	28	,	,	PUNCT
bracis-19088	338	29	f.	f.	PROPN
bracis-19088	338	30	,	,	PUNCT
bracis-19088	338	31	nogueira	nogueira	PROPN
bracis-19088	338	32	,	,	PUNCT
bracis-19088	338	33	r.	r.	PROPN
bracis-19088	338	34	,	,	PUNCT
bracis-19088	338	35	lotufo	lotufo	PROPN
bracis-19088	338	36	,	,	PUNCT
bracis-19088	338	37	r.	r.	PROPN
bracis-19088	338	38	:	:	PUNCT
bracis-19088	338	39	bertimbau	bertimbau	PROPN
bracis-19088	338	40	:	:	PUNCT
bracis-19088	338	41	pretrained	pretraine	VERB
bracis-19088	338	42	bert	bert	NOUN
bracis-19088	338	43	models	model	NOUN
bracis-19088	338	44	for	for	ADP
bracis-19088	338	45	brazilian	brazilian	ADJ
bracis-19088	338	46	portuguese	portuguese	NOUN
bracis-19088	338	47	.	.	PUNCT
bracis-19088	339	1	in	in	ADP
bracis-19088	339	2	:	:	PUNCT
bracis-19088	339	3	cerri	cerri	PROPN
bracis-19088	339	4	,	,	PUNCT
bracis-19088	339	5	r.	r.	PROPN
bracis-19088	339	6	,	,	PUNCT
bracis-19088	339	7	prati	prati	PROPN
bracis-19088	339	8	,	,	PUNCT
bracis-19088	339	9	r.c	r.c	PROPN
bracis-19088	339	10	.	.	PROPN
bracis-19088	339	11	(	(	PUNCT
bracis-19088	339	12	eds	ed	NOUN
bracis-19088	339	13	.	.	PUNCT
bracis-19088	339	14	)	)	PUNCT
bracis-19088	339	15	bracis	bracis	PROPN
bracis-19088	339	16	2020	2020	NUM
bracis-19088	339	17	.	.	PUNCT
bracis-19088	340	1	lncs	lncs	PROPN
bracis-19088	340	2	(	(	PUNCT
bracis-19088	340	3	lnai	lnai	ADJ
bracis-19088	340	4	)	)	PUNCT
bracis-19088	340	5	,	,	PUNCT
bracis-19088	340	6	vol	vol	NOUN
bracis-19088	340	7	.	.	PUNCT
bracis-19088	340	8	12319	12319	NUM
bracis-19088	340	9	,	,	PUNCT
bracis-19088	340	10	pp	pp	ADP
bracis-19088	340	11	.	.	PUNCT
bracis-19088	341	1	403–417	403–417	NUM
bracis-19088	341	2	.	.	PUNCT
bracis-19088	341	3	springer	springer	NOUN
bracis-19088	341	4	,	,	PUNCT
bracis-19088	341	5	cham	cham	PROPN
bracis-19088	341	6	(	(	PUNCT
bracis-19088	341	7	2020	2020	NUM
bracis-19088	341	8	)	)	PUNCT
bracis-19088	341	9	.	.	PUNCT
bracis-19088	342	1	https://doi.org/10.1007/978-3-030-61377-8_28	https://doi.org/10.1007/978-3-030-61377-8_28	PROPN
bracis-19088	342	2	chapter	chapter	NOUN
bracis-19088	342	3	  	  	SPACE
bracis-19088	342	4	google	google	PROPN
bracis-19088	342	5	scholar	scholar	NOUN
bracis-19088	342	6	  	  	SPACE
bracis-19088	342	7	tang	tang	NOUN
bracis-19088	342	8	,	,	PUNCT
bracis-19088	342	9	y.	y.	PROPN
bracis-19088	342	10	,	,	PUNCT
bracis-19088	342	11	et	et	PROPN
bracis-19088	342	12	al	al	PROPN
bracis-19088	342	13	.	.	PUNCT
bracis-19088	342	14	:	:	PUNCT
bracis-19088	342	15	multilingual	multilingual	ADJ
bracis-19088	342	16	translation	translation	NOUN
bracis-19088	342	17	with	with	ADP
bracis-19088	342	18	extensible	extensible	ADJ
bracis-19088	342	19	multilingual	multilingual	NOUN
bracis-19088	342	20	pretraining	pretraine	VERB
bracis-19088	342	21	and	and	CCONJ
bracis-19088	342	22	finetuning	finetuning	NOUN
bracis-19088	342	23	.	.	PUNCT
bracis-19088	343	1	arxiv:2008.00401	arxiv:2008.00401	PROPN
bracis-19088	343	2	(	(	PUNCT
bracis-19088	343	3	2020	2020	NUM
bracis-19088	343	4	)	)	PUNCT
bracis-19088	343	5	da	da	PROPN
bracis-19088	343	6	silva	silva	PROPN
bracis-19088	343	7	,	,	PUNCT
bracis-19088	343	8	c.f.m	c.f.m	NOUN
bracis-19088	343	9	.	.	PROPN
bracis-19088	343	10	,	,	PUNCT
bracis-19088	343	11	jindal	jindal	PROPN
bracis-19088	343	12	,	,	PUNCT
bracis-19088	343	13	r.	r.	PROPN
bracis-19088	343	14	:	:	PUNCT
bracis-19088	343	15	sql	sql	NOUN
bracis-19088	343	16	query	query	NOUN
bracis-19088	343	17	from	from	ADP
bracis-19088	343	18	portuguese	portuguese	ADJ
bracis-19088	343	19	language	language	NOUN
bracis-19088	343	20	using	use	VERB
bracis-19088	343	21	natural	natural	ADJ
bracis-19088	343	22	language	language	NOUN
bracis-19088	343	23	processing	processing	NOUN
bracis-19088	343	24	.	.	PUNCT
bracis-19088	344	1	in	in	ADP
bracis-19088	344	2	:	:	PUNCT
bracis-19088	344	3	garg	garg	NOUN
bracis-19088	344	4	,	,	PUNCT
bracis-19088	344	5	d.	d.	PROPN
bracis-19088	344	6	,	,	PUNCT
bracis-19088	344	7	wong	wong	PROPN
bracis-19088	344	8	,	,	PUNCT
bracis-19088	344	9	k.	k.	PROPN
bracis-19088	344	10	,	,	PUNCT
bracis-19088	344	11	sarangapani	sarangapani	PROPN
bracis-19088	344	12	,	,	PUNCT
bracis-19088	344	13	j.	j.	PROPN
bracis-19088	344	14	,	,	PUNCT
bracis-19088	344	15	gupta	gupta	PROPN
bracis-19088	344	16	,	,	PUNCT
bracis-19088	344	17	s.k	s.k	PROPN
bracis-19088	344	18	.	.	PROPN
bracis-19088	344	19	(	(	PUNCT
bracis-19088	344	20	eds	ed	NOUN
bracis-19088	344	21	.	.	PUNCT
bracis-19088	344	22	)	)	PUNCT
bracis-19088	345	1	iacc	iacc	ADP
bracis-19088	345	2	2020	2020	NUM
bracis-19088	345	3	.	.	PUNCT
bracis-19088	346	1	ccis	ccis	PROPN
bracis-19088	346	2	,	,	PUNCT
bracis-19088	346	3	vol	vol	NOUN
bracis-19088	346	4	.	.	PROPN
bracis-19088	346	5	1367	1367	NUM
bracis-19088	346	6	,	,	PUNCT
bracis-19088	346	7	pp	pp	ADJ
bracis-19088	346	8	.	.	PUNCT
bracis-19088	347	1	323–335	323–335	NUM
bracis-19088	347	2	.	.	PUNCT
bracis-19088	347	3	springer	springer	NOUN
bracis-19088	347	4	,	,	PUNCT
bracis-19088	347	5	singapore	singapore	PROPN
bracis-19088	347	6	(	(	PUNCT
bracis-19088	347	7	2021	2021	NUM
bracis-19088	347	8	)	)	PUNCT
bracis-19088	347	9	.	.	PUNCT
bracis-19088	348	1	https://doi.org/10.1007/978-981-16-0401-0_25	https://doi.org/10.1007/978-981-16-0401-0_25	PROPN
bracis-19088	348	2	chapter	chapter	NOUN
bracis-19088	348	3	  	  	SPACE
bracis-19088	348	4	google	google	PROPN
bracis-19088	348	5	scholar	scholar	NOUN
bracis-19088	348	6	  	  	SPACE
bracis-19088	348	7	download	download	NOUN
bracis-19088	348	8	references	reference	NOUN
bracis-19088	348	9	acknowledgment	acknowledgment	NOUN
bracis-19088	348	10	this	this	DET
bracis-19088	348	11	work	work	NOUN
bracis-19088	348	12	was	be	AUX
bracis-19088	348	13	carried	carry	VERB
bracis-19088	348	14	out	out	ADP
bracis-19088	348	15	at	at	ADP
bracis-19088	348	16	the	the	DET
bracis-19088	348	17	center	center	NOUN
bracis-19088	348	18	for	for	ADP
bracis-19088	348	19	artificial	artificial	ADJ
bracis-19088	348	20	intelligence	intelligence	NOUN
bracis-19088	348	21	(	(	PUNCT
bracis-19088	348	22	c4ai	c4ai	NOUN
bracis-19088	348	23	-	-	PUNCT
bracis-19088	348	24	usp	usp	NOUN
bracis-19088	348	25	)	)	PUNCT
bracis-19088	348	26	,	,	PUNCT
bracis-19088	348	27	supported	support	VERB
bracis-19088	348	28	by	by	ADP
bracis-19088	348	29	the	the	DET
bracis-19088	348	30	são	são	PROPN
bracis-19088	348	31	paulo	paulo	PROPN
bracis-19088	348	32	research	research	PROPN
bracis-19088	348	33	foundation	foundation	PROPN
bracis-19088	348	34	(	(	PUNCT
bracis-19088	348	35	fapesp	fapesp	NOUN
bracis-19088	348	36	grant	grant	VERB
bracis-19088	348	37	#	#	SYM
bracis-19088	348	38	2019/07665	2019/07665	NUM
bracis-19088	348	39	-	-	SYM
bracis-19088	348	40	4	4	NUM
bracis-19088	348	41	)	)	PUNCT
bracis-19088	348	42	and	and	CCONJ
bracis-19088	348	43	by	by	ADP
bracis-19088	348	44	the	the	DET
bracis-19088	348	45	ibm	ibm	PROPN
bracis-19088	348	46	corporation	corporation	NOUN
bracis-19088	348	47	.	.	PUNCT
bracis-19088	349	1	the	the	DET
bracis-19088	349	2	second	second	ADJ
bracis-19088	349	3	author	author	NOUN
bracis-19088	349	4	is	be	AUX
bracis-19088	349	5	partially	partially	ADV
bracis-19088	349	6	supported	support	VERB
bracis-19088	349	7	by	by	ADP
bracis-19088	349	8	the	the	DET
bracis-19088	349	9	conselho	conselho	PROPN
bracis-19088	349	10	nacional	nacional	PROPN
bracis-19088	349	11	de	de	X
bracis-19088	349	12	desenvolvimento	desenvolvimento	PROPN
bracis-19088	349	13	científico	científico	PROPN
bracis-19088	349	14	e	e	NOUN
bracis-19088	349	15	tecnológico	tecnológico	PROPN
bracis-19088	349	16	(	(	PUNCT
bracis-19088	349	17	cnpq	cnpq	NOUN
bracis-19088	349	18	)	)	PUNCT
bracis-19088	349	19	,	,	PUNCT
bracis-19088	349	20	grant	grant	VERB
bracis-19088	349	21	312180/2018	312180/2018	NUM
bracis-19088	349	22	-	-	SYM
bracis-19088	349	23	7	7	NUM
bracis-19088	349	24	.	.	PUNCT
bracis-19088	349	25	author	author	NOUN
bracis-19088	349	26	information	information	NOUN
bracis-19088	349	27	authors	author	NOUN
bracis-19088	349	28	and	and	CCONJ
bracis-19088	349	29	affiliations	affiliation	NOUN
bracis-19088	349	30	instituto	instituto	PROPN
bracis-19088	349	31	de	de	PROPN
bracis-19088	349	32	estudos	estudos	PROPN
bracis-19088	349	33	avançados	avançado	NOUN
bracis-19088	349	34	,	,	PUNCT
bracis-19088	349	35	universidade	universidade	PROPN
bracis-19088	349	36	de	de	PROPN
bracis-19088	349	37	são	são	PROPN
bracis-19088	349	38	paulo	paulo	PROPN
bracis-19088	349	39	and	and	CCONJ
bracis-19088	349	40	center	center	NOUN
bracis-19088	349	41	for	for	ADP
bracis-19088	349	42	artificial	artificial	ADJ
bracis-19088	349	43	intelligence	intelligence	NOUN
bracis-19088	349	44	(	(	PUNCT
bracis-19088	349	45	c4ai	c4ai	NOUN
bracis-19088	349	46	)	)	PUNCT
bracis-19088	349	47	,	,	PUNCT
bracis-19088	349	48	são	são	PROPN
bracis-19088	349	49	paulo	paulo	PROPN
bracis-19088	349	50	,	,	PUNCT
bracis-19088	349	51	brazil	brazil	PROPN
bracis-19088	349	52	marcelo	marcelo	PROPN
bracis-19088	349	53	archanjo	archanjo	PROPN
bracis-19088	349	54	josé	josé	PROPN
bracis-19088	349	55	escola	escola	PROPN
bracis-19088	349	56	politécnica	politécnica	PROPN
bracis-19088	349	57	,	,	PUNCT
bracis-19088	349	58	universidade	universidade	PROPN
bracis-19088	349	59	de	de	PROPN
bracis-19088	349	60	são	são	PROPN
bracis-19088	349	61	paulo	paulo	PROPN
bracis-19088	349	62	and	and	CCONJ
bracis-19088	349	63	center	center	NOUN
bracis-19088	349	64	for	for	ADP
bracis-19088	349	65	artificial	artificial	ADJ
bracis-19088	349	66	intelligence	intelligence	NOUN
bracis-19088	349	67	(	(	PUNCT
bracis-19088	349	68	c4ai	c4ai	NOUN
bracis-19088	349	69	)	)	PUNCT
bracis-19088	349	70	,	,	PUNCT
bracis-19088	349	71	são	são	PROPN
bracis-19088	349	72	paulo	paulo	PROPN
bracis-19088	349	73	,	,	PUNCT
bracis-19088	349	74	brazil	brazil	PROPN
bracis-19088	349	75	fabio	fabio	PROPN
bracis-19088	349	76	gagliardi	gagliardi	PROPN
bracis-19088	349	77	cozman	cozman	PROPN
bracis-19088	349	78	authors	author	NOUN
bracis-19088	349	79	marcelo	marcelo	PROPN
bracis-19088	349	80	archanjo	archanjo	VERB
bracis-19088	349	81	joséview	joséview	PROPN
bracis-19088	349	82	author	author	NOUN
bracis-19088	349	83	publications	publication	NOUN
bracis-19088	349	84	search	search	NOUN
bracis-19088	349	85	author	author	NOUN
bracis-19088	349	86	on	on	ADP
bracis-19088	349	87	:	:	PUNCT
bracis-19088	349	88	pubmed	pubmed	PROPN
bracis-19088	349	89	 	 	SPACE
bracis-19088	349	90	google	google	PROPN
bracis-19088	349	91	scholar	scholar	NOUN
bracis-19088	349	92	fabio	fabio	PROPN
bracis-19088	349	93	gagliardi	gagliardi	PROPN
bracis-19088	349	94	cozmanview	cozmanview	PROPN
bracis-19088	349	95	author	author	NOUN
bracis-19088	349	96	publications	publication	NOUN
bracis-19088	349	97	search	search	NOUN
bracis-19088	349	98	author	author	NOUN
bracis-19088	349	99	on	on	ADP
bracis-19088	349	100	:	:	PUNCT
bracis-19088	349	101	pubmed	pubmed	PROPN
bracis-19088	349	102	 	 	SPACE
bracis-19088	349	103	google	google	PROPN
bracis-19088	349	104	scholar	scholar	NOUN
bracis-19088	349	105	corresponding	correspond	VERB
bracis-19088	349	106	author	author	NOUN
bracis-19088	349	107	correspondence	correspondence	NOUN
bracis-19088	349	108	to	to	ADP
bracis-19088	349	109	marcelo	marcelo	PROPN
bracis-19088	349	110	archanjo	archanjo	PROPN
bracis-19088	349	111	josé	josé	PROPN
bracis-19088	349	112	.	.	PUNCT
bracis-19088	350	1	editor	editor	NOUN
bracis-19088	350	2	information	information	NOUN
bracis-19088	350	3	editors	editor	NOUN
bracis-19088	350	4	and	and	CCONJ
bracis-19088	350	5	affiliations	affiliation	NOUN
bracis-19088	350	6	universidade	universidade	PROPN
bracis-19088	350	7	federal	federal	PROPN
bracis-19088	350	8	de	de	X
bracis-19088	350	9	sergipe	sergipe	PROPN
bracis-19088	350	10	,	,	PUNCT
bracis-19088	350	11	são	são	NOUN
bracis-19088	350	12	cristóvão	cristóvão	PROPN
bracis-19088	350	13	,	,	PUNCT
bracis-19088	350	14	brazil	brazil	PROPN
bracis-19088	350	15	andré	andré	PROPN
bracis-19088	350	16	britto	britto	PROPN
bracis-19088	350	17	universidade	universidade	PROPN
bracis-19088	350	18	de	de	PROPN
bracis-19088	350	19	são	são	PROPN
bracis-19088	350	20	paulo	paulo	PROPN
bracis-19088	350	21	,	,	PUNCT
bracis-19088	350	22	são	são	PROPN
bracis-19088	350	23	paulo	paulo	PROPN
bracis-19088	350	24	,	,	PUNCT
bracis-19088	350	25	brazil	brazil	PROPN
bracis-19088	350	26	karina	karina	PROPN
bracis-19088	350	27	valdivia	valdivia	PROPN
bracis-19088	350	28	delgado	delgado	VERB
bracis-19088	350	29	rights	right	NOUN
bracis-19088	350	30	and	and	CCONJ
bracis-19088	350	31	permissions	permission	NOUN
bracis-19088	350	32	reprints	reprint	NOUN
bracis-19088	350	33	and	and	CCONJ
bracis-19088	350	34	permissions	permission	VERB
bracis-19088	350	35	copyright	copyright	NOUN
bracis-19088	350	36	information	information	NOUN
bracis-19088	350	37	©	©	PROPN
bracis-19088	350	38	2021	2021	NUM
bracis-19088	350	39	springer	springer	NOUN
bracis-19088	350	40	nature	nature	NOUN
bracis-19088	350	41	switzerland	switzerland	PROPN
bracis-19088	350	42	ag	ag	PROPN
bracis-19088	350	43	about	about	ADP
bracis-19088	350	44	this	this	DET
bracis-19088	350	45	paper	paper	NOUN
bracis-19088	350	46	cite	cite	VERB
bracis-19088	350	47	this	this	DET
bracis-19088	350	48	paper	paper	NOUN
bracis-19088	350	49	josé	josé	PROPN
bracis-19088	350	50	,	,	PUNCT
bracis-19088	350	51	m.a	m.a	PROPN
bracis-19088	350	52	.	.	PROPN
bracis-19088	350	53	,	,	PUNCT
bracis-19088	350	54	cozman	cozman	NOUN
bracis-19088	350	55	,	,	PUNCT
bracis-19088	350	56	f.g	f.g	NOUN
bracis-19088	350	57	.	.	PROPN
bracis-19088	350	58	(	(	PUNCT
bracis-19088	350	59	2021	2021	NUM
bracis-19088	350	60	)	)	PUNCT
bracis-19088	350	61	.	.	PUNCT
bracis-19088	351	1	mrat	mrat	NOUN
bracis-19088	351	2	-	-	PUNCT
bracis-19088	351	3	sql+gap	sql+gap	PROPN
bracis-19088	351	4	:	:	PUNCT
bracis-19088	351	5	a	a	DET
bracis-19088	351	6	 	 	SPACE
bracis-19088	351	7	portuguese	portuguese	ADJ
bracis-19088	351	8	text	text	NOUN
bracis-19088	351	9	-	-	PUNCT
bracis-19088	351	10	to	to	ADP
bracis-19088	351	11	-	-	PUNCT
bracis-19088	351	12	sql	sql	NOUN
bracis-19088	351	13	transformer	transformer	NOUN
bracis-19088	351	14	.	.	PUNCT
bracis-19088	352	1	in	in	ADP
bracis-19088	352	2	:	:	PUNCT
bracis-19088	352	3	britto	britto	PROPN
bracis-19088	352	4	,	,	PUNCT
bracis-19088	352	5	a.	a.	PROPN
bracis-19088	352	6	,	,	PUNCT
bracis-19088	352	7	valdivia	valdivia	PROPN
bracis-19088	352	8	delgado	delgado	PROPN
bracis-19088	352	9	,	,	PUNCT
bracis-19088	352	10	k.	k.	PROPN
bracis-19088	352	11	(	(	PUNCT
bracis-19088	352	12	eds	eds	PROPN
bracis-19088	352	13	)	)	PUNCT
bracis-19088	352	14	intelligent	intelligent	ADJ
bracis-19088	352	15	systems	system	NOUN
bracis-19088	352	16	.	.	PUNCT
bracis-19088	353	1	bracis	bracis	PROPN
bracis-19088	353	2	2021	2021	NUM
bracis-19088	353	3	.	.	PUNCT
bracis-19088	354	1	lecture	lecture	NOUN
bracis-19088	354	2	notes	note	NOUN
bracis-19088	354	3	in	in	ADP
bracis-19088	354	4	computer	computer	NOUN
bracis-19088	354	5	science	science	NOUN
bracis-19088	354	6	(	(	PUNCT
bracis-19088	354	7	)	)	PUNCT
bracis-19088	354	8	,	,	PUNCT
bracis-19088	354	9	vol	vol	NOUN
bracis-19088	354	10	13074	13074	NUM
bracis-19088	354	11	.	.	PUNCT
bracis-19088	355	1	springer	springer	NOUN
bracis-19088	355	2	,	,	PUNCT
bracis-19088	355	3	cham	cham	PROPN
bracis-19088	355	4	.	.	PUNCT
bracis-19088	356	1	https://doi.org/10.1007/978-3-030-91699-2_35	https://doi.org/10.1007/978-3-030-91699-2_35	PROPN
bracis-19088	356	2	download	download	VERB
bracis-19088	356	3	citation	citation	NOUN
bracis-19088	356	4	.ris	.ris	PUNCT
bracis-19088	356	5	.enw	.enw	PROPN
bracis-19088	356	6	.bib	.bib	PUNCT
bracis-19088	357	1	doi	doi	PROPN
bracis-19088	357	2	:	:	PUNCT
bracis-19088	357	3	https://doi.org/10.1007/978-3-030-91699-2_35	https://doi.org/10.1007/978-3-030-91699-2_35	PROPN
bracis-19088	357	4	published	publish	VERB
bracis-19088	357	5	:	:	PUNCT
bracis-19088	357	6	28	28	NUM
bracis-19088	357	7	november	november	PROPN
bracis-19088	357	8	2021	2021	NUM
bracis-19088	357	9	publisher	publisher	NOUN
bracis-19088	357	10	name	name	NOUN
bracis-19088	357	11	:	:	PUNCT
bracis-19088	357	12	springer	springer	NOUN
bracis-19088	357	13	,	,	PUNCT
bracis-19088	357	14	cham	cham	PROPN
bracis-19088	357	15	print	print	PROPN
bracis-19088	357	16	isbn	isbn	PROPN
bracis-19088	357	17	:	:	PUNCT
bracis-19088	357	18	978	978	NUM
bracis-19088	357	19	-	-	SYM
bracis-19088	357	20	3	3	NUM
bracis-19088	357	21	-	-	PUNCT
bracis-19088	357	22	030	030	NUM
bracis-19088	357	23	-	-	PUNCT
bracis-19088	357	24	91698	91698	NUM
bracis-19088	357	25	-	-	SYM
bracis-19088	357	26	5	5	NUM
bracis-19088	357	27	online	online	ADJ
bracis-19088	357	28	isbn	isbn	NOUN
bracis-19088	357	29	:	:	PUNCT
bracis-19088	357	30	978	978	NUM
bracis-19088	357	31	-	-	SYM
bracis-19088	357	32	3	3	NUM
bracis-19088	357	33	-	-	PUNCT
bracis-19088	357	34	030	030	NUM
bracis-19088	357	35	-	-	PUNCT
bracis-19088	357	36	91699	91699	NUM
bracis-19088	357	37	-	-	SYM
bracis-19088	357	38	2	2	NUM
bracis-19088	357	39	ebook	ebook	NOUN
bracis-19088	357	40	packages	package	NOUN
bracis-19088	357	41	:	:	PUNCT
bracis-19088	357	42	computer	computer	NOUN
bracis-19088	357	43	sciencecomputer	sciencecomputer	NOUN
bracis-19088	357	44	science	science	NOUN
bracis-19088	357	45	(	(	PUNCT
bracis-19088	357	46	r0	r0	NOUN
bracis-19088	357	47	)	)	PUNCT
bracis-19088	357	48	share	share	VERB
bracis-19088	357	49	this	this	DET
bracis-19088	357	50	paper	paper	NOUN
bracis-19088	357	51	anyone	anyone	PRON
bracis-19088	357	52	you	you	PRON
bracis-19088	357	53	share	share	VERB
bracis-19088	357	54	the	the	DET
bracis-19088	357	55	following	follow	VERB
bracis-19088	357	56	link	link	NOUN
bracis-19088	357	57	with	with	ADP
bracis-19088	357	58	will	will	AUX
bracis-19088	357	59	be	be	AUX
bracis-19088	357	60	able	able	ADJ
bracis-19088	357	61	to	to	PART
bracis-19088	357	62	read	read	VERB
bracis-19088	357	63	this	this	DET
bracis-19088	357	64	content	content	NOUN
bracis-19088	357	65	:	:	PUNCT
bracis-19088	357	66	get	get	VERB
bracis-19088	357	67	shareable	shareable	ADJ
bracis-19088	357	68	linksorry	linksorry	NOUN
bracis-19088	357	69	,	,	PUNCT
bracis-19088	357	70	a	a	DET
bracis-19088	357	71	shareable	shareable	ADJ
bracis-19088	357	72	link	link	NOUN
bracis-19088	357	73	is	be	AUX
bracis-19088	357	74	not	not	PART
bracis-19088	357	75	currently	currently	ADV
bracis-19088	357	76	available	available	ADJ
bracis-19088	357	77	for	for	ADP
bracis-19088	357	78	this	this	DET
bracis-19088	357	79	article	article	NOUN
bracis-19088	357	80	.	.	PUNCT
bracis-19088	358	1	copy	copy	VERB
bracis-19088	358	2	shareable	shareable	ADJ
bracis-19088	358	3	link	link	NOUN
bracis-19088	358	4	to	to	PART
bracis-19088	358	5	clipboard	clipboard	NOUN
bracis-19088	358	6	provided	provide	VERB
bracis-19088	358	7	by	by	ADP
bracis-19088	358	8	the	the	DET
bracis-19088	358	9	springer	springer	NOUN
bracis-19088	358	10	nature	nature	PROPN
bracis-19088	358	11	sharedit	sharedit	PROPN
bracis-19088	358	12	content	content	NOUN
bracis-19088	358	13	-	-	PUNCT
bracis-19088	358	14	sharing	share	VERB
bracis-19088	358	15	initiative	initiative	NOUN
bracis-19088	358	16	keywords	keyword	NOUN
bracis-19088	358	17	nl2sql	nl2sql	VERB
bracis-19088	358	18	deep	deep	ADV
bracis-19088	358	19	learning	learn	VERB
bracis-19088	358	20	rat	rat	ADJ
bracis-19088	358	21	-	-	PUNCT
bracis-19088	358	22	sql+gap	sql+gap	ADJ
bracis-19088	358	23	spider	spider	NOUN
bracis-19088	358	24	dataset	dataset	VERB
bracis-19088	358	25	bart	bart	PROPN
bracis-19088	358	26	bertimbau	bertimbau	PROPN
bracis-19088	358	27	publish	publish	VERB
bracis-19088	358	28	with	with	ADP
bracis-19088	358	29	us	us	PROPN
bracis-19088	358	30	policies	policy	NOUN
bracis-19088	358	31	and	and	CCONJ
bracis-19088	358	32	ethics	ethic	NOUN
bracis-19088	358	33	search	search	NOUN
bracis-19088	358	34	search	search	NOUN
bracis-19088	358	35	by	by	ADP
bracis-19088	358	36	keyword	keyword	NOUN
bracis-19088	358	37	or	or	CCONJ
bracis-19088	358	38	author	author	NOUN
bracis-19088	358	39	search	search	NOUN
bracis-19088	358	40	navigation	navigation	NOUN
bracis-19088	358	41	find	find	VERB
bracis-19088	358	42	a	a	DET
bracis-19088	358	43	journal	journal	NOUN
bracis-19088	358	44	publish	publish	VERB
bracis-19088	358	45	with	with	ADP
bracis-19088	358	46	us	we	PRON
bracis-19088	358	47	track	track	VERB
bracis-19088	358	48	your	your	PRON
bracis-19088	358	49	research	research	NOUN
bracis-19088	358	50	discover	discover	VERB
bracis-19088	358	51	content	content	NOUN
bracis-19088	358	52	journals	journal	NOUN
bracis-19088	358	53	a	a	DET
bracis-19088	358	54	-	-	PUNCT
bracis-19088	358	55	z	z	NOUN
bracis-19088	358	56	books	book	NOUN
bracis-19088	358	57	a	a	DET
bracis-19088	358	58	-	-	PUNCT
bracis-19088	358	59	z	z	NOUN
bracis-19088	358	60	publish	publish	NOUN
bracis-19088	358	61	with	with	ADP
bracis-19088	358	62	us	us	PROPN
bracis-19088	358	63	journal	journal	PROPN
bracis-19088	358	64	finder	finder	PROPN
bracis-19088	358	65	publish	publish	VERB
bracis-19088	358	66	your	your	PRON
bracis-19088	358	67	research	research	NOUN
bracis-19088	358	68	language	language	NOUN
bracis-19088	358	69	editing	edit	VERB
bracis-19088	358	70	open	open	ADJ
bracis-19088	358	71	access	access	NOUN
bracis-19088	358	72	publishing	publishing	NOUN
bracis-19088	358	73	products	product	NOUN
bracis-19088	358	74	and	and	CCONJ
bracis-19088	358	75	services	service	NOUN
bracis-19088	358	76	our	our	PRON
bracis-19088	358	77	products	product	NOUN
bracis-19088	358	78	librarians	librarian	VERB
bracis-19088	358	79	societies	society	NOUN
bracis-19088	358	80	partners	partner	NOUN
bracis-19088	358	81	and	and	CCONJ
bracis-19088	358	82	advertisers	advertiser	NOUN
bracis-19088	358	83	our	our	PRON
bracis-19088	358	84	brands	brand	NOUN
bracis-19088	358	85	springer	springer	NOUN
bracis-19088	358	86	nature	nature	PROPN
bracis-19088	358	87	portfolio	portfolio	PROPN
bracis-19088	358	88	bmc	bmc	PROPN
bracis-19088	358	89	palgrave	palgrave	PROPN
bracis-19088	358	90	macmillan	macmillan	PROPN
bracis-19088	358	91	apress	apress	PROPN
bracis-19088	358	92	discover	discover	VERB
bracis-19088	358	93	your	your	PRON
bracis-19088	358	94	privacy	privacy	NOUN
bracis-19088	358	95	choices	choice	NOUN
bracis-19088	358	96	/	/	SYM
bracis-19088	358	97	manage	manage	NOUN
bracis-19088	358	98	cookies	cookie	NOUN
bracis-19088	358	99	your	your	PRON
bracis-19088	358	100	us	us	PROPN
bracis-19088	359	1	state	state	NOUN
bracis-19088	359	2	privacy	privacy	NOUN
bracis-19088	359	3	rights	right	NOUN
bracis-19088	359	4	accessibility	accessibility	NOUN
bracis-19088	359	5	statement	statement	NOUN
bracis-19088	359	6	terms	term	NOUN
bracis-19088	359	7	and	and	CCONJ
bracis-19088	359	8	conditions	condition	NOUN
bracis-19088	359	9	privacy	privacy	NOUN
bracis-19088	359	10	policy	policy	NOUN
bracis-19088	359	11	help	help	NOUN
bracis-19088	359	12	and	and	CCONJ
bracis-19088	359	13	support	support	VERB
bracis-19088	359	14	legal	legal	ADJ
bracis-19088	359	15	notice	notice	NOUN
bracis-19088	359	16	cancel	cancel	VERB
bracis-19088	359	17	contracts	contract	NOUN
bracis-19088	359	18	here	here	ADV
bracis-19088	359	19	129.74.145.123	129.74.145.123	NUM
bracis-19088	359	20	hesburgh	hesburgh	PROPN
bracis-19088	359	21	library	library	PROPN
bracis-19088	359	22	er	er	INTJ
bracis-19088	359	23	unit	unit	NOUN
bracis-19088	359	24	(	(	PUNCT
bracis-19088	359	25	3005732405	3005732405	NUM
bracis-19088	359	26	)	)	PUNCT
bracis-19088	359	27	northeast	northeast	ADJ
bracis-19088	359	28	research	research	NOUN
bracis-19088	359	29	libraries	library	NOUN
bracis-19088	359	30	(	(	PUNCT
bracis-19088	359	31	nerl	nerl	PROPN
bracis-19088	359	32	)	)	PUNCT
bracis-19088	359	33	(	(	PUNCT
bracis-19088	359	34	8200828607	8200828607	NUM
bracis-19088	359	35	)	)	PUNCT
bracis-19088	359	36	nerl	nerl	VERB
bracis-19088	359	37	ta	ta	X
bracis-19088	359	38	account	account	NOUN
bracis-19088	359	39	(	(	PUNCT
bracis-19088	359	40	3006206169	3006206169	NUM
bracis-19088	359	41	)	)	PUNCT
bracis-19088	359	42	university	university	NOUN
bracis-19088	359	43	of	of	ADP
bracis-19088	359	44	notre	notre	PROPN
bracis-19088	359	45	dame	dame	PROPN
bracis-19088	359	46	hesburgh	hesburgh	PROPN
bracis-19088	359	47	library	library	NOUN
bracis-19088	359	48	(	(	PUNCT
bracis-19088	359	49	3000184373	3000184373	NUM
bracis-19088	359	50	)	)	PUNCT
bracis-19088	360	1	©	©	ADP
bracis-19088	360	2	2025	2025	NUM
bracis-19088	360	3	springer	springer	NOUN
bracis-19088	360	4	nature	nature	NOUN