id	sid	tid	token	lemma	pos
dad-10728	1	1	dialogue	dialogue	PROPN
dad-10728	1	2	&	&	CCONJ
dad-10728	1	3	discourse	discourse	PROPN
dad-10728	1	4	7(3	7(3	NUM
dad-10728	1	5	)	)	PUNCT
dad-10728	1	6	(	(	PUNCT
dad-10728	1	7	2016	2016	NUM
dad-10728	1	8	)	)	PUNCT
dad-10728	1	9	1–3	1–3	NUM
dad-10728	1	10	doi	doi	NOUN
dad-10728	1	11	:	:	PUNCT
dad-10728	1	12	10.5087	10.5087	NUM
dad-10728	1	13	/	/	SYM
dad-10728	1	14	dad.2016.305	dad.2016.305	NOUN
dad-10728	1	15	introduction	introduction	NOUN
dad-10728	1	16	to	to	ADP
dad-10728	1	17	the	the	DET
dad-10728	1	18	special	special	ADJ
dad-10728	1	19	issue	issue	NOUN
dad-10728	1	20	on	on	ADP
dad-10728	1	21	dialog	dialog	NOUN
dad-10728	1	22	state	state	NOUN
dad-10728	1	23	tracking	tracking	PROPN
dad-10728	1	24	jason	jason	PROPN
dad-10728	1	25	d.	d.	PROPN
dad-10728	1	26	williams	williams	PROPN
dad-10728	1	27	jason.williams@microsoft.com	jason.williams@microsoft.com	X
dad-10728	1	28	microsoft	microsoft	PROPN
dad-10728	1	29	research	research	PROPN
dad-10728	1	30	one	one	NUM
dad-10728	1	31	microsoft	microsoft	PROPN
dad-10728	1	32	way	way	PROPN
dad-10728	1	33	redmond	redmond	PROPN
dad-10728	1	34	,	,	PUNCT
dad-10728	1	35	wa	wa	NOUN
dad-10728	1	36	,	,	PUNCT
dad-10728	1	37	98052	98052	NUM
dad-10728	1	38	,	,	PUNCT
dad-10728	2	1	usa	usa	PROPN
dad-10728	2	2	antoine	antoine	PROPN
dad-10728	2	3	raux	raux	PROPN
dad-10728	2	4	araux@fb.com	araux@fb.com	X
dad-10728	2	5	facebook	facebook	PROPN
dad-10728	2	6	1	1	NUM
dad-10728	2	7	facebook	facebook	NOUN
dad-10728	2	8	way	way	NOUN
dad-10728	2	9	menlo	menlo	PROPN
dad-10728	2	10	park	park	PROPN
dad-10728	2	11	,	,	PUNCT
dad-10728	2	12	ca	ca	PROPN
dad-10728	2	13	94025	94025	NUM
dad-10728	2	14	,	,	PUNCT
dad-10728	2	15	usa	usa	PROPN
dad-10728	2	16	matthew	matthew	PROPN
dad-10728	2	17	henderson	henderson	PROPN
dad-10728	2	18	matthen@google.com	matthen@google.com	PROPN
dad-10728	3	1	google	google	PROPN
dad-10728	3	2	1600	1600	NUM
dad-10728	3	3	amphitheatre	amphitheatre	PROPN
dad-10728	3	4	parkway	parkway	PROPN
dad-10728	3	5	mountain	mountain	NOUN
dad-10728	3	6	view	view	NOUN
dad-10728	3	7	,	,	PUNCT
dad-10728	3	8	ca	ca	PROPN
dad-10728	3	9	94043	94043	NUM
dad-10728	3	10	,	,	PUNCT
dad-10728	3	11	usa	usa	PROPN
dad-10728	3	12	editor	editor	NOUN
dad-10728	3	13	:	:	PUNCT
dad-10728	3	14	david	david	PROPN
dad-10728	3	15	schlangen	schlangen	PROPN
dad-10728	3	16	in	in	ADP
dad-10728	3	17	the	the	DET
dad-10728	3	18	core	core	NOUN
dad-10728	3	19	of	of	ADP
dad-10728	3	20	most	most	ADJ
dad-10728	3	21	task	task	NOUN
dad-10728	3	22	-	-	PUNCT
dad-10728	3	23	oriented	orient	VERB
dad-10728	3	24	conversation	conversation	NOUN
dad-10728	3	25	systems	system	NOUN
dad-10728	3	26	is	be	AUX
dad-10728	3	27	a	a	DET
dad-10728	3	28	component	component	NOUN
dad-10728	3	29	called	call	VERB
dad-10728	3	30	a	a	DET
dad-10728	3	31	dialog	dialog	NOUN
dad-10728	3	32	state	state	NOUN
dad-10728	3	33	tracker	tracker	NOUN
dad-10728	3	34	,	,	PUNCT
dad-10728	3	35	which	which	PRON
dad-10728	3	36	estimates	estimate	VERB
dad-10728	3	37	the	the	DET
dad-10728	3	38	user	user	NOUN
dad-10728	3	39	’s	’s	PART
dad-10728	3	40	goal	goal	NOUN
dad-10728	3	41	given	give	VERB
dad-10728	3	42	all	all	PRON
dad-10728	3	43	of	of	ADP
dad-10728	3	44	the	the	DET
dad-10728	3	45	dialog	dialog	NOUN
dad-10728	3	46	history	history	NOUN
dad-10728	3	47	so	so	ADV
dad-10728	3	48	far	far	ADV
dad-10728	3	49	.	.	PUNCT
dad-10728	4	1	for	for	ADP
dad-10728	4	2	example	example	NOUN
dad-10728	4	3	,	,	PUNCT
dad-10728	4	4	in	in	ADP
dad-10728	4	5	a	a	DET
dad-10728	4	6	weather	weather	NOUN
dad-10728	4	7	information	information	NOUN
dad-10728	4	8	system	system	NOUN
dad-10728	4	9	,	,	PUNCT
dad-10728	4	10	the	the	DET
dad-10728	4	11	dialog	dialog	NOUN
dad-10728	4	12	state	state	NOUN
dad-10728	4	13	might	might	AUX
dad-10728	4	14	indicate	indicate	VERB
dad-10728	4	15	the	the	DET
dad-10728	4	16	location	location	NOUN
dad-10728	4	17	the	the	DET
dad-10728	4	18	user	user	NOUN
dad-10728	4	19	is	be	AUX
dad-10728	4	20	interested	interested	ADJ
dad-10728	4	21	in	in	ADP
dad-10728	4	22	(	(	PUNCT
dad-10728	4	23	seattle	seattle	PROPN
dad-10728	4	24	,	,	PUNCT
dad-10728	4	25	london	london	PROPN
dad-10728	4	26	,	,	PUNCT
dad-10728	4	27	beijing	beijing	PROPN
dad-10728	4	28	)	)	PUNCT
dad-10728	4	29	,	,	PUNCT
dad-10728	4	30	and	and	CCONJ
dad-10728	4	31	for	for	ADP
dad-10728	4	32	which	which	DET
dad-10728	4	33	date	date	NOUN
dad-10728	4	34	(	(	PUNCT
dad-10728	4	35	today	today	NOUN
dad-10728	4	36	,	,	PUNCT
dad-10728	4	37	tomorrow	tomorrow	NOUN
dad-10728	4	38	,	,	PUNCT
dad-10728	4	39	this	this	DET
dad-10728	4	40	saturday	saturday	NOUN
dad-10728	4	41	)	)	PUNCT
dad-10728	4	42	.	.	PUNCT
dad-10728	5	1	dialog	dialog	NOUN
dad-10728	5	2	state	state	NOUN
dad-10728	5	3	tracking	tracking	NOUN
dad-10728	5	4	is	be	AUX
dad-10728	5	5	difficult	difficult	ADJ
dad-10728	5	6	because	because	SCONJ
dad-10728	5	7	automatic	automatic	ADJ
dad-10728	5	8	speech	speech	NOUN
dad-10728	5	9	recognition	recognition	NOUN
dad-10728	5	10	(	(	PUNCT
dad-10728	5	11	asr	asr	NOUN
dad-10728	5	12	)	)	PUNCT
dad-10728	5	13	and	and	CCONJ
dad-10728	5	14	spoken	speak	VERB
dad-10728	5	15	language	language	NOUN
dad-10728	5	16	understanding	understanding	NOUN
dad-10728	5	17	(	(	PUNCT
dad-10728	5	18	slu	slu	NOUN
dad-10728	5	19	)	)	PUNCT
dad-10728	5	20	errors	error	NOUN
dad-10728	5	21	are	be	AUX
dad-10728	5	22	common	common	ADJ
dad-10728	5	23	,	,	PUNCT
dad-10728	5	24	and	and	CCONJ
dad-10728	5	25	can	can	AUX
dad-10728	5	26	cause	cause	VERB
dad-10728	5	27	the	the	DET
dad-10728	5	28	system	system	NOUN
dad-10728	5	29	to	to	PART
dad-10728	5	30	misunderstand	misunderstand	VERB
dad-10728	5	31	the	the	DET
dad-10728	5	32	user	user	NOUN
dad-10728	5	33	.	.	PUNCT
dad-10728	6	1	even	even	ADV
dad-10728	6	2	so	so	ADV
dad-10728	6	3	,	,	PUNCT
dad-10728	6	4	state	state	NOUN
dad-10728	6	5	tracking	tracking	NOUN
dad-10728	6	6	is	be	AUX
dad-10728	6	7	crucial	crucial	ADJ
dad-10728	6	8	because	because	SCONJ
dad-10728	6	9	the	the	DET
dad-10728	6	10	system	system	NOUN
dad-10728	6	11	relies	rely	VERB
dad-10728	6	12	on	on	ADP
dad-10728	6	13	the	the	DET
dad-10728	6	14	estimated	estimate	VERB
dad-10728	6	15	dialog	dialog	NOUN
dad-10728	6	16	state	state	NOUN
dad-10728	6	17	to	to	PART
dad-10728	6	18	choose	choose	VERB
dad-10728	6	19	actions	action	NOUN
dad-10728	6	20	–	–	PUNCT
dad-10728	6	21	for	for	ADP
dad-10728	6	22	example	example	NOUN
dad-10728	6	23	,	,	PUNCT
dad-10728	6	24	which	which	PRON
dad-10728	6	25	weather	weather	NOUN
dad-10728	6	26	forecast	forecast	VERB
dad-10728	6	27	to	to	PART
dad-10728	6	28	provide	provide	VERB
dad-10728	6	29	.	.	PUNCT
dad-10728	7	1	as	as	SCONJ
dad-10728	7	2	conversational	conversational	ADJ
dad-10728	7	3	systems	system	NOUN
dad-10728	7	4	become	become	VERB
dad-10728	7	5	a	a	DET
dad-10728	7	6	part	part	NOUN
dad-10728	7	7	of	of	ADP
dad-10728	7	8	daily	daily	ADJ
dad-10728	7	9	life	life	NOUN
dad-10728	7	10	–	–	PUNCT
dad-10728	7	11	examples	example	NOUN
dad-10728	7	12	include	include	VERB
dad-10728	7	13	apple	apple	NOUN
dad-10728	7	14	’s	’s	PART
dad-10728	7	15	siri	siri	NOUN
dad-10728	7	16	,	,	PUNCT
dad-10728	7	17	google	google	PROPN
dad-10728	7	18	now	now	ADV
dad-10728	7	19	,	,	PUNCT
dad-10728	7	20	and	and	CCONJ
dad-10728	7	21	cortana	cortana	NOUN
dad-10728	7	22	from	from	ADP
dad-10728	7	23	microsoft	microsoft	PROPN
dad-10728	7	24	–	–	PUNCT
dad-10728	7	25	interest	interest	NOUN
dad-10728	7	26	from	from	ADP
dad-10728	7	27	the	the	DET
dad-10728	7	28	research	research	NOUN
dad-10728	7	29	community	community	NOUN
dad-10728	7	30	in	in	ADP
dad-10728	7	31	dialog	dialog	NOUN
dad-10728	7	32	state	state	NOUN
dad-10728	7	33	tracking	tracking	NOUN
dad-10728	7	34	has	have	AUX
dad-10728	7	35	grown	grow	VERB
dad-10728	7	36	considerably	considerably	ADV
dad-10728	7	37	.	.	PUNCT
dad-10728	8	1	yet	yet	ADV
dad-10728	8	2	to	to	ADP
dad-10728	8	3	date	date	NOUN
dad-10728	8	4	,	,	PUNCT
dad-10728	8	5	work	work	NOUN
dad-10728	8	6	in	in	ADP
dad-10728	8	7	dialog	dialog	NOUN
dad-10728	8	8	state	state	NOUN
dad-10728	8	9	tracking	tracking	NOUN
dad-10728	8	10	has	have	AUX
dad-10728	8	11	been	be	AUX
dad-10728	8	12	spread	spread	VERB
dad-10728	8	13	among	among	ADP
dad-10728	8	14	a	a	DET
dad-10728	8	15	number	number	NOUN
dad-10728	8	16	of	of	ADP
dad-10728	8	17	workshops	workshop	NOUN
dad-10728	8	18	and	and	CCONJ
dad-10728	8	19	conferences	conference	NOUN
dad-10728	8	20	.	.	PUNCT
dad-10728	9	1	with	with	ADP
dad-10728	9	2	this	this	DET
dad-10728	9	3	backdrop	backdrop	NOUN
dad-10728	9	4	,	,	PUNCT
dad-10728	9	5	this	this	DET
dad-10728	9	6	special	special	ADJ
dad-10728	9	7	issue	issue	NOUN
dad-10728	9	8	has	have	AUX
dad-10728	9	9	sought	seek	VERB
dad-10728	9	10	to	to	PART
dad-10728	9	11	provide	provide	VERB
dad-10728	9	12	thorough	thorough	ADJ
dad-10728	9	13	coverage	coverage	NOUN
dad-10728	9	14	of	of	ADP
dad-10728	9	15	the	the	DET
dad-10728	9	16	state	state	NOUN
dad-10728	9	17	-	-	PUNCT
dad-10728	9	18	of	of	ADP
dad-10728	9	19	-	-	PUNCT
dad-10728	9	20	the	the	DET
dad-10728	9	21	-	-	PUNCT
dad-10728	9	22	art	art	NOUN
dad-10728	9	23	in	in	ADP
dad-10728	9	24	this	this	DET
dad-10728	9	25	specialized	specialized	ADJ
dad-10728	9	26	field	field	NOUN
dad-10728	9	27	.	.	PUNCT
dad-10728	10	1	of	of	ADP
dad-10728	10	2	7	7	NUM
dad-10728	10	3	papers	paper	NOUN
dad-10728	10	4	submitted	submit	VERB
dad-10728	10	5	,	,	PUNCT
dad-10728	10	6	4	4	NUM
dad-10728	10	7	were	be	AUX
dad-10728	10	8	ultimately	ultimately	ADV
dad-10728	10	9	accepted	accept	VERB
dad-10728	10	10	for	for	ADP
dad-10728	10	11	publication	publication	NOUN
dad-10728	10	12	.	.	PUNCT
dad-10728	11	1	one	one	NUM
dad-10728	11	2	of	of	ADP
dad-10728	11	3	the	the	DET
dad-10728	11	4	main	main	ADJ
dad-10728	11	5	catalysts	catalyst	NOUN
dad-10728	11	6	for	for	ADP
dad-10728	11	7	increased	increase	VERB
dad-10728	11	8	in	in	ADP
dad-10728	11	9	dialog	dialog	NOUN
dad-10728	11	10	state	state	NOUN
dad-10728	11	11	tracking	tracking	NOUN
dad-10728	11	12	recently	recently	ADV
dad-10728	11	13	has	have	AUX
dad-10728	11	14	been	be	AUX
dad-10728	11	15	a	a	DET
dad-10728	11	16	series	series	NOUN
dad-10728	11	17	of	of	ADP
dad-10728	11	18	shared	share	VERB
dad-10728	11	19	tasks	task	NOUN
dad-10728	11	20	called	call	VERB
dad-10728	11	21	the	the	DET
dad-10728	11	22	dialog	dialog	NOUN
dad-10728	11	23	state	state	NOUN
dad-10728	11	24	tracking	tracking	NOUN
dad-10728	11	25	challenge	challenge	NOUN
dad-10728	11	26	,	,	PUNCT
dad-10728	11	27	and	and	CCONJ
dad-10728	11	28	all	all	DET
dad-10728	11	29	papers	paper	NOUN
dad-10728	11	30	in	in	ADP
dad-10728	11	31	this	this	DET
dad-10728	11	32	special	special	ADJ
dad-10728	11	33	issue	issue	NOUN
dad-10728	11	34	draw	draw	VERB
dad-10728	11	35	on	on	ADP
dad-10728	11	36	these	these	DET
dad-10728	11	37	tasks	task	NOUN
dad-10728	11	38	.	.	PUNCT
dad-10728	12	1	in	in	ADP
dad-10728	12	2	these	these	DET
dad-10728	12	3	challenge	challenge	NOUN
dad-10728	12	4	tasks	task	NOUN
dad-10728	12	5	,	,	PUNCT
dad-10728	12	6	detailed	detailed	ADJ
dad-10728	12	7	logs	log	NOUN
dad-10728	12	8	of	of	ADP
dad-10728	12	9	human	human	ADJ
dad-10728	12	10	-	-	PUNCT
dad-10728	12	11	computer	computer	NOUN
dad-10728	12	12	dialogs	dialog	NOUN
dad-10728	12	13	are	be	AUX
dad-10728	12	14	released	release	VERB
dad-10728	12	15	,	,	PUNCT
dad-10728	12	16	and	and	CCONJ
dad-10728	12	17	teams	team	NOUN
dad-10728	12	18	build	build	VERB
dad-10728	12	19	trackers	tracker	NOUN
dad-10728	12	20	that	that	PRON
dad-10728	12	21	attempt	attempt	VERB
dad-10728	12	22	to	to	PART
dad-10728	12	23	infer	infer	VERB
dad-10728	12	24	the	the	DET
dad-10728	12	25	correct	correct	ADJ
dad-10728	12	26	dialog	dialog	NOUN
dad-10728	12	27	state	state	NOUN
dad-10728	12	28	at	at	ADP
dad-10728	12	29	each	each	DET
dad-10728	12	30	turn	turn	NOUN
dad-10728	12	31	.	.	PUNCT
dad-10728	13	1	results	result	NOUN
dad-10728	13	2	from	from	ADP
dad-10728	13	3	all	all	DET
dad-10728	13	4	the	the	DET
dad-10728	13	5	systems	system	NOUN
dad-10728	13	6	that	that	PRON
dad-10728	13	7	participate	participate	VERB
dad-10728	13	8	in	in	ADP
dad-10728	13	9	each	each	DET
dad-10728	13	10	challenge	challenge	NOUN
dad-10728	13	11	have	have	AUX
dad-10728	13	12	been	be	AUX
dad-10728	13	13	published	publish	VERB
dad-10728	13	14	in	in	ADP
dad-10728	13	15	special	special	ADJ
dad-10728	13	16	sessions	session	NOUN
dad-10728	13	17	at	at	ADP
dad-10728	13	18	conferences	conference	NOUN
dad-10728	13	19	and	and	CCONJ
dad-10728	13	20	workshops	workshop	NOUN
dad-10728	13	21	(	(	PUNCT
dad-10728	13	22	williams	williams	PROPN
dad-10728	13	23	et	et	PROPN
dad-10728	13	24	al	al	PROPN
dad-10728	13	25	.	.	PROPN
dad-10728	13	26	,	,	PUNCT
dad-10728	13	27	2013	2013	NUM
dad-10728	13	28	;	;	PUNCT
dad-10728	14	1	henderson	henderson	PROPN
dad-10728	14	2	et	et	PROPN
dad-10728	14	3	al	al	PROPN
dad-10728	14	4	.	.	PROPN
dad-10728	14	5	,	,	PUNCT
dad-10728	14	6	2014b	2014b	NUM
dad-10728	14	7	,	,	PUNCT
dad-10728	14	8	a	a	PRON
dad-10728	14	9	)	)	PUNCT
dad-10728	14	10	.	.	PUNCT
dad-10728	15	1	the	the	DET
dad-10728	15	2	first	first	ADJ
dad-10728	15	3	paper	paper	NOUN
dad-10728	15	4	reviews	review	NOUN
dad-10728	15	5	work	work	VERB
dad-10728	15	6	in	in	ADP
dad-10728	15	7	dialog	dialog	NOUN
dad-10728	15	8	state	state	NOUN
dad-10728	15	9	tracking	tracking	NOUN
dad-10728	15	10	generally	generally	ADV
dad-10728	15	11	,	,	PUNCT
dad-10728	15	12	then	then	ADV
dad-10728	15	13	provides	provide	VERB
dad-10728	15	14	a	a	DET
dad-10728	15	15	cohesive	cohesive	ADJ
dad-10728	15	16	review	review	NOUN
dad-10728	15	17	of	of	ADP
dad-10728	15	18	the	the	DET
dad-10728	15	19	first	first	ADJ
dad-10728	15	20	three	three	NUM
dad-10728	15	21	instances	instance	NOUN
dad-10728	15	22	of	of	ADP
dad-10728	15	23	the	the	DET
dad-10728	15	24	dialog	dialog	NOUN
dad-10728	15	25	state	state	NOUN
dad-10728	15	26	tracking	tracking	NOUN
dad-10728	15	27	challenge	challenge	NOUN
dad-10728	15	28	,	,	PUNCT
dad-10728	15	29	including	include	VERB
dad-10728	15	30	a	a	DET
dad-10728	15	31	detailed	detailed	ADJ
dad-10728	15	32	descrition	descrition	NOUN
dad-10728	15	33	of	of	ADP
dad-10728	15	34	the	the	DET
dad-10728	15	35	data	datum	NOUN
dad-10728	15	36	,	,	PUNCT
dad-10728	15	37	a	a	DET
dad-10728	15	38	compilation	compilation	NOUN
dad-10728	15	39	of	of	ADP
dad-10728	15	40	results	result	NOUN
dad-10728	15	41	,	,	PUNCT
dad-10728	15	42	and	and	CCONJ
dad-10728	15	43	an	an	DET
dad-10728	15	44	analysis	analysis	NOUN
dad-10728	15	45	of	of	ADP
dad-10728	15	46	the	the	DET
dad-10728	15	47	technical	technical	ADJ
dad-10728	15	48	advances	advance	NOUN
dad-10728	15	49	resulting	result	VERB
dad-10728	15	50	from	from	ADP
dad-10728	15	51	the	the	DET
dad-10728	15	52	first	first	ADJ
dad-10728	15	53	three	three	NUM
dad-10728	15	54	challenges	challenge	NOUN
dad-10728	15	55	.	.	PUNCT
dad-10728	16	1	the	the	DET
dad-10728	16	2	second	second	ADJ
dad-10728	16	3	,	,	PUNCT
dad-10728	16	4	third	third	ADJ
dad-10728	16	5	,	,	PUNCT
dad-10728	16	6	and	and	CCONJ
dad-10728	16	7	fourth	fourth	ADJ
dad-10728	16	8	papers	paper	NOUN
dad-10728	16	9	explore	explore	VERB
dad-10728	16	10	emerging	emerge	VERB
dad-10728	16	11	methods	method	NOUN
dad-10728	16	12	for	for	ADP
dad-10728	16	13	dialog	dialog	NOUN
dad-10728	16	14	state	state	NOUN
dad-10728	16	15	tracking	tracking	NOUN
dad-10728	16	16	in	in	ADP
dad-10728	16	17	some	some	DET
dad-10728	16	18	depth	depth	NOUN
dad-10728	16	19	.	.	PUNCT
dad-10728	17	1	c	c	X
dad-10728	17	2	©	©	PROPN
dad-10728	17	3	2016	2016	NUM
dad-10728	17	4	jason	jason	PROPN
dad-10728	17	5	d.	d.	PROPN
dad-10728	17	6	williams	williams	PROPN
dad-10728	17	7	,	,	PUNCT
dad-10728	17	8	antoine	antoine	PROPN
dad-10728	17	9	raux	raux	PROPN
dad-10728	17	10	,	,	PUNCT
dad-10728	17	11	and	and	CCONJ
dad-10728	17	12	matthew	matthew	PROPN
dad-10728	17	13	henderson	henderson	PROPN
dad-10728	17	14	this	this	PRON
dad-10728	17	15	is	be	AUX
dad-10728	17	16	an	an	DET
dad-10728	17	17	open	open	ADJ
dad-10728	17	18	-	-	PUNCT
dad-10728	17	19	access	access	NOUN
dad-10728	17	20	article	article	NOUN
dad-10728	17	21	distributed	distribute	VERB
dad-10728	17	22	under	under	ADP
dad-10728	17	23	the	the	DET
dad-10728	17	24	terms	term	NOUN
dad-10728	17	25	of	of	ADP
dad-10728	17	26	a	a	DET
dad-10728	17	27	creative	creative	ADJ
dad-10728	17	28	commons	common	NOUN
dad-10728	17	29	attribution	attribution	NOUN
dad-10728	17	30	license	license	NOUN
dad-10728	17	31	(	(	PUNCT
dad-10728	17	32	http	http	NOUN
dad-10728	17	33	:	:	PUNCT
dad-10728	17	34	//creativecommons.org	//creativecommons.org	SYM
dad-10728	17	35	/	/	SYM
dad-10728	17	36	licenses	license	NOUN
dad-10728	17	37	/	/	SYM
dad-10728	17	38	by/3.0/	by/3.0/	NOUN
dad-10728	17	39	)	)	PUNCT
dad-10728	17	40	.	.	PUNCT
dad-10728	18	1	williams	williams	PROPN
dad-10728	18	2	,	,	PUNCT
dad-10728	18	3	raux	raux	PROPN
dad-10728	18	4	,	,	PUNCT
dad-10728	18	5	and	and	CCONJ
dad-10728	18	6	henderson	henderson	PROPN
dad-10728	18	7	the	the	DET
dad-10728	18	8	second	second	ADJ
dad-10728	18	9	paper	paper	NOUN
dad-10728	18	10	,	,	PUNCT
dad-10728	18	11	spectral	spectral	ADJ
dad-10728	18	12	decomposition	decomposition	NOUN
dad-10728	18	13	method	method	NOUN
dad-10728	18	14	of	of	ADP
dad-10728	18	15	dialog	dialog	NOUN
dad-10728	18	16	state	state	NOUN
dad-10728	18	17	tracking	tracking	NOUN
dad-10728	18	18	via	via	ADP
dad-10728	18	19	collective	collective	ADJ
dad-10728	18	20	matrix	matrix	NOUN
dad-10728	18	21	factorization	factorization	NOUN
dad-10728	18	22	by	by	ADP
dad-10728	18	23	julien	julien	PROPN
dad-10728	18	24	perez	perez	PROPN
dad-10728	18	25	,	,	PUNCT
dad-10728	18	26	observes	observe	VERB
dad-10728	18	27	that	that	SCONJ
dad-10728	18	28	the	the	DET
dad-10728	18	29	task	task	NOUN
dad-10728	18	30	of	of	ADP
dad-10728	18	31	dialog	dialog	NOUN
dad-10728	18	32	state	state	NOUN
dad-10728	18	33	tracking	tracking	NOUN
dad-10728	18	34	can	can	AUX
dad-10728	18	35	be	be	AUX
dad-10728	18	36	cast	cast	VERB
dad-10728	18	37	as	as	ADP
dad-10728	18	38	a	a	DET
dad-10728	18	39	matrix	matrix	NOUN
dad-10728	18	40	factorization	factorization	NOUN
dad-10728	18	41	problem	problem	NOUN
dad-10728	18	42	.	.	PUNCT
dad-10728	19	1	this	this	DET
dad-10728	19	2	novel	novel	ADJ
dad-10728	19	3	approach	approach	NOUN
dad-10728	19	4	yields	yield	VERB
dad-10728	19	5	state	state	NOUN
dad-10728	19	6	-	-	PUNCT
dad-10728	19	7	of	of	ADP
dad-10728	19	8	-	-	PUNCT
dad-10728	19	9	the	the	DET
dad-10728	19	10	-	-	PUNCT
dad-10728	19	11	art	art	NOUN
dad-10728	19	12	performance	performance	NOUN
dad-10728	19	13	on	on	ADP
dad-10728	19	14	dialog	dialog	NOUN
dad-10728	19	15	data	datum	NOUN
dad-10728	19	16	from	from	ADP
dad-10728	19	17	the	the	DET
dad-10728	19	18	second	second	ADJ
dad-10728	19	19	dialog	dialog	NOUN
dad-10728	19	20	state	state	NOUN
dad-10728	19	21	tracking	tracking	NOUN
dad-10728	19	22	challenge	challenge	NOUN
dad-10728	19	23	.	.	PUNCT
dad-10728	20	1	the	the	DET
dad-10728	20	2	third	third	ADJ
dad-10728	20	3	paper	paper	NOUN
dad-10728	20	4	,	,	PUNCT
dad-10728	20	5	dialog	dialog	NOUN
dad-10728	20	6	history	history	NOUN
dad-10728	20	7	construction	construction	NOUN
dad-10728	20	8	with	with	ADP
dad-10728	20	9	long	long	ADJ
dad-10728	20	10	-	-	PUNCT
dad-10728	20	11	short	short	ADJ
dad-10728	20	12	term	term	NOUN
dad-10728	20	13	memory	memory	NOUN
dad-10728	20	14	for	for	ADP
dad-10728	20	15	robust	robust	ADJ
dad-10728	20	16	generative	generative	ADJ
dad-10728	20	17	dialog	dialog	NOUN
dad-10728	20	18	state	state	NOUN
dad-10728	20	19	tracking	tracking	NOUN
dad-10728	20	20	by	by	ADP
dad-10728	20	21	byung	byung	PROPN
dad-10728	20	22	-	-	PUNCT
dad-10728	20	23	jun	jun	PROPN
dad-10728	20	24	lee	lee	PROPN
dad-10728	20	25	and	and	CCONJ
dad-10728	20	26	kee	kee	PROPN
dad-10728	20	27	-	-	PUNCT
dad-10728	20	28	eung	eung	PROPN
dad-10728	20	29	kim	kim	PROPN
dad-10728	20	30	,	,	PUNCT
dad-10728	20	31	adopts	adopt	VERB
dad-10728	20	32	an	an	DET
dad-10728	20	33	established	establish	VERB
dad-10728	20	34	generativestyle	generativestyle	NOUN
dad-10728	20	35	state	state	NOUN
dad-10728	20	36	update	update	NOUN
dad-10728	20	37	,	,	PUNCT
dad-10728	20	38	but	but	CCONJ
dad-10728	20	39	estimates	estimate	VERB
dad-10728	20	40	two	two	NUM
dad-10728	20	41	of	of	ADP
dad-10728	20	42	the	the	DET
dad-10728	20	43	core	core	ADJ
dad-10728	20	44	components	component	NOUN
dad-10728	20	45	using	use	VERB
dad-10728	20	46	a	a	DET
dad-10728	20	47	“	"	PUNCT
dad-10728	20	48	long	long	ADJ
dad-10728	20	49	short	short	ADJ
dad-10728	20	50	-	-	PUNCT
dad-10728	20	51	term	term	NOUN
dad-10728	20	52	memory	memory	NOUN
dad-10728	20	53	”	"	PUNCT
dad-10728	20	54	(	(	PUNCT
dad-10728	20	55	lstm	lstm	NOUN
dad-10728	20	56	)	)	PUNCT
dad-10728	20	57	neural	neural	ADJ
dad-10728	20	58	network	network	NOUN
dad-10728	20	59	.	.	PUNCT
dad-10728	21	1	the	the	DET
dad-10728	21	2	authors	author	NOUN
dad-10728	21	3	observe	observe	VERB
dad-10728	21	4	state	state	NOUN
dad-10728	21	5	-	-	PUNCT
dad-10728	21	6	of	of	ADP
dad-10728	21	7	-	-	PUNCT
dad-10728	21	8	the	the	DET
dad-10728	21	9	-	-	PUNCT
dad-10728	21	10	art	art	NOUN
dad-10728	21	11	performance	performance	NOUN
dad-10728	21	12	on	on	ADP
dad-10728	21	13	dialog	dialog	NOUN
dad-10728	21	14	data	datum	NOUN
dad-10728	21	15	from	from	ADP
dad-10728	21	16	the	the	DET
dad-10728	21	17	first	first	ADJ
dad-10728	21	18	and	and	CCONJ
dad-10728	21	19	second	second	ADJ
dad-10728	21	20	dialog	dialog	NOUN
dad-10728	21	21	state	state	NOUN
dad-10728	21	22	tracking	tracking	NOUN
dad-10728	21	23	challenge	challenge	NOUN
dad-10728	21	24	.	.	PUNCT
dad-10728	22	1	the	the	DET
dad-10728	22	2	fourth	fourth	ADJ
dad-10728	22	3	paper	paper	NOUN
dad-10728	22	4	,	,	PUNCT
dad-10728	22	5	recurrent	recurrent	ADJ
dad-10728	22	6	polynomial	polynomial	ADJ
dad-10728	22	7	network	network	NOUN
dad-10728	22	8	for	for	ADP
dad-10728	22	9	dialogue	dialogue	NOUN
dad-10728	22	10	state	state	NOUN
dad-10728	22	11	tracking	tracking	NOUN
dad-10728	22	12	by	by	ADP
dad-10728	22	13	kai	kai	PROPN
dad-10728	22	14	sun	sun	PROPN
dad-10728	22	15	,	,	PUNCT
dad-10728	22	16	qizhe	qizhe	PROPN
dad-10728	22	17	xie	xie	PROPN
dad-10728	22	18	,	,	PUNCT
dad-10728	22	19	and	and	CCONJ
dad-10728	22	20	kai	kai	PROPN
dad-10728	22	21	yu	yu	PROPN
dad-10728	22	22	,	,	PUNCT
dad-10728	22	23	introduces	introduce	VERB
dad-10728	22	24	a	a	DET
dad-10728	22	25	computational	computational	ADJ
dad-10728	22	26	recurrent	recurrent	ADJ
dad-10728	22	27	network	network	NOUN
dad-10728	22	28	archicture	archicture	NOUN
dad-10728	22	29	based	base	VERB
dad-10728	22	30	on	on	ADP
dad-10728	22	31	polynomials	polynomial	NOUN
dad-10728	22	32	.	.	PUNCT
dad-10728	23	1	the	the	DET
dad-10728	23	2	advantage	advantage	NOUN
dad-10728	23	3	of	of	ADP
dad-10728	23	4	this	this	DET
dad-10728	23	5	approach	approach	NOUN
dad-10728	23	6	is	be	AUX
dad-10728	23	7	that	that	SCONJ
dad-10728	23	8	it	it	PRON
dad-10728	23	9	allows	allow	VERB
dad-10728	23	10	expert	expert	ADJ
dad-10728	23	11	knowledge	knowledge	NOUN
dad-10728	23	12	to	to	PART
dad-10728	23	13	be	be	AUX
dad-10728	23	14	encoded	encode	VERB
dad-10728	23	15	in	in	ADP
dad-10728	23	16	the	the	DET
dad-10728	23	17	network	network	NOUN
dad-10728	23	18	,	,	PUNCT
dad-10728	23	19	which	which	PRON
dad-10728	23	20	substantially	substantially	ADV
dad-10728	23	21	reduces	reduce	VERB
dad-10728	23	22	the	the	DET
dad-10728	23	23	search	search	NOUN
dad-10728	23	24	space	space	NOUN
dad-10728	23	25	and	and	CCONJ
dad-10728	23	26	thus	thus	ADV
dad-10728	23	27	the	the	DET
dad-10728	23	28	number	number	NOUN
dad-10728	23	29	of	of	ADP
dad-10728	23	30	dialogs	dialog	NOUN
dad-10728	23	31	required	require	VERB
dad-10728	23	32	to	to	PART
dad-10728	23	33	train	train	VERB
dad-10728	23	34	the	the	DET
dad-10728	23	35	model	model	NOUN
dad-10728	23	36	.	.	PUNCT
dad-10728	24	1	the	the	DET
dad-10728	24	2	authors	author	NOUN
dad-10728	24	3	observe	observe	VERB
dad-10728	24	4	state	state	NOUN
dad-10728	24	5	-	-	PUNCT
dad-10728	24	6	of	of	ADP
dad-10728	24	7	-	-	PUNCT
dad-10728	24	8	the	the	DET
dad-10728	24	9	-	-	PUNCT
dad-10728	24	10	art	art	NOUN
dad-10728	24	11	performance	performance	NOUN
dad-10728	24	12	on	on	ADP
dad-10728	24	13	dialog	dialog	NOUN
dad-10728	24	14	data	datum	NOUN
dad-10728	24	15	from	from	ADP
dad-10728	24	16	the	the	DET
dad-10728	24	17	second	second	ADJ
dad-10728	24	18	and	and	CCONJ
dad-10728	24	19	third	third	ADJ
dad-10728	24	20	dialog	dialog	NOUN
dad-10728	24	21	state	state	NOUN
dad-10728	24	22	tracking	tracking	NOUN
dad-10728	24	23	challenges	challenge	NOUN
dad-10728	24	24	.	.	PUNCT
dad-10728	25	1	together	together	ADV
dad-10728	25	2	these	these	DET
dad-10728	25	3	three	three	NUM
dad-10728	25	4	papers	paper	NOUN
dad-10728	25	5	provide	provide	VERB
dad-10728	25	6	a	a	DET
dad-10728	25	7	concrete	concrete	ADJ
dad-10728	25	8	illustration	illustration	NOUN
dad-10728	25	9	of	of	ADP
dad-10728	25	10	the	the	DET
dad-10728	25	11	roles	role	NOUN
dad-10728	25	12	of	of	ADP
dad-10728	25	13	machine	machine	NOUN
dad-10728	25	14	learning	learning	NOUN
dad-10728	25	15	–	–	PUNCT
dad-10728	25	16	including	include	VERB
dad-10728	25	17	both	both	CCONJ
dad-10728	25	18	generative	generative	ADJ
dad-10728	25	19	and	and	CCONJ
dad-10728	25	20	discriminative	discriminative	NOUN
dad-10728	25	21	methods	method	NOUN
dad-10728	25	22	–	–	PUNCT
dad-10728	25	23	and	and	CCONJ
dad-10728	25	24	the	the	DET
dad-10728	25	25	role	role	NOUN
dad-10728	25	26	of	of	ADP
dad-10728	25	27	expert	expert	ADJ
dad-10728	25	28	knowledge	knowledge	NOUN
dad-10728	25	29	,	,	PUNCT
dad-10728	25	30	for	for	ADP
dad-10728	25	31	example	example	NOUN
dad-10728	25	32	hand	hand	NOUN
dad-10728	25	33	-	-	PUNCT
dad-10728	25	34	crafted	craft	VERB
dad-10728	25	35	rules	rule	NOUN
dad-10728	25	36	.	.	PUNCT
dad-10728	26	1	we	we	PRON
dad-10728	26	2	thank	thank	VERB
dad-10728	26	3	prof	prof	PROPN
dad-10728	26	4	david	david	PROPN
dad-10728	26	5	schlangen	schlangen	PROPN
dad-10728	26	6	,	,	PUNCT
dad-10728	26	7	editor	editor	NOUN
dad-10728	26	8	-	-	PUNCT
dad-10728	26	9	in	in	ADP
dad-10728	26	10	-	-	PUNCT
dad-10728	26	11	chief	chief	NOUN
dad-10728	26	12	of	of	ADP
dad-10728	26	13	this	this	DET
dad-10728	26	14	journal	journal	NOUN
dad-10728	26	15	,	,	PUNCT
dad-10728	26	16	for	for	ADP
dad-10728	26	17	his	his	PRON
dad-10728	26	18	constant	constant	ADJ
dad-10728	26	19	support	support	NOUN
dad-10728	26	20	and	and	CCONJ
dad-10728	26	21	attentiveness	attentiveness	NOUN
dad-10728	26	22	,	,	PUNCT
dad-10728	26	23	as	as	ADV
dad-10728	26	24	well	well	ADV
dad-10728	26	25	as	as	ADP
dad-10728	26	26	the	the	DET
dad-10728	26	27	editorial	editorial	ADJ
dad-10728	26	28	board	board	NOUN
dad-10728	26	29	of	of	ADP
dad-10728	26	30	the	the	DET
dad-10728	26	31	dialogue	dialogue	NOUN
dad-10728	26	32	and	and	CCONJ
dad-10728	26	33	discourse	discourse	NOUN
dad-10728	26	34	journal	journal	NOUN
dad-10728	26	35	for	for	ADP
dad-10728	26	36	adopting	adopt	VERB
dad-10728	26	37	this	this	DET
dad-10728	26	38	special	special	ADJ
dad-10728	26	39	issue	issue	NOUN
dad-10728	26	40	.	.	PUNCT
dad-10728	27	1	we	we	PRON
dad-10728	27	2	also	also	ADV
dad-10728	27	3	thank	thank	VERB
dad-10728	27	4	the	the	DET
dad-10728	27	5	reviewers	reviewer	NOUN
dad-10728	27	6	very	very	ADV
dad-10728	27	7	much	much	ADV
dad-10728	27	8	for	for	ADP
dad-10728	27	9	their	their	PRON
dad-10728	27	10	careful	careful	ADJ
dad-10728	27	11	work	work	NOUN
dad-10728	27	12	.	.	PUNCT
dad-10728	28	1	as	as	SCONJ
dad-10728	28	2	this	this	DET
dad-10728	28	3	special	special	ADJ
dad-10728	28	4	issue	issue	NOUN
dad-10728	28	5	goes	go	VERB
dad-10728	28	6	to	to	ADP
dad-10728	28	7	press	press	NOUN
dad-10728	28	8	,	,	PUNCT
dad-10728	28	9	we	we	PRON
dad-10728	28	10	note	note	VERB
dad-10728	28	11	that	that	SCONJ
dad-10728	28	12	the	the	DET
dad-10728	28	13	dialog	dialog	NOUN
dad-10728	28	14	state	state	NOUN
dad-10728	28	15	tracking	tracking	NOUN
dad-10728	28	16	challenge	challenge	NOUN
dad-10728	28	17	series	series	NOUN
dad-10728	28	18	has	have	AUX
dad-10728	28	19	continued	continue	VERB
dad-10728	28	20	,	,	PUNCT
dad-10728	28	21	with	with	SCONJ
dad-10728	28	22	the	the	DET
dad-10728	28	23	fourth	fourth	ADJ
dad-10728	28	24	dialog	dialog	NOUN
dad-10728	28	25	state	state	NOUN
dad-10728	28	26	tracking	tracking	NOUN
dad-10728	28	27	challenge	challenge	NOUN
dad-10728	28	28	having	having	AUX
dad-10728	28	29	recently	recently	ADV
dad-10728	28	30	concluded	conclude	VERB
dad-10728	28	31	kim	kim	PROPN
dad-10728	28	32	et	et	PROPN
dad-10728	28	33	al	al	PROPN
dad-10728	28	34	.	.	PROPN
dad-10728	29	1	(	(	PUNCT
dad-10728	29	2	2016	2016	NUM
dad-10728	29	3	)	)	PUNCT
dad-10728	29	4	,	,	PUNCT
dad-10728	29	5	and	and	CCONJ
dad-10728	29	6	planning	plan	VERB
dad-10728	29	7	for	for	ADP
dad-10728	29	8	the	the	DET
dad-10728	29	9	fifth	fifth	ADJ
dad-10728	29	10	and	and	CCONJ
dad-10728	29	11	sixth	sixth	ADJ
dad-10728	29	12	underway	underway	NOUN
dad-10728	29	13	now	now	ADV
dad-10728	29	14	.	.	PUNCT
dad-10728	30	1	this	this	PRON
dad-10728	30	2	is	be	AUX
dad-10728	30	3	an	an	DET
dad-10728	30	4	exciting	exciting	ADJ
dad-10728	30	5	period	period	NOUN
dad-10728	30	6	for	for	ADP
dad-10728	30	7	spoken	spoken	ADJ
dad-10728	30	8	dialogue	dialogue	NOUN
dad-10728	30	9	systems	system	NOUN
dad-10728	30	10	,	,	PUNCT
dad-10728	30	11	both	both	CCONJ
dad-10728	30	12	in	in	ADP
dad-10728	30	13	terms	term	NOUN
dad-10728	30	14	of	of	ADP
dad-10728	30	15	theoretical	theoretical	ADJ
dad-10728	30	16	advances	advance	NOUN
dad-10728	30	17	and	and	CCONJ
dad-10728	30	18	commercial	commercial	ADJ
dad-10728	30	19	deployments	deployment	NOUN
dad-10728	30	20	.	.	PUNCT
dad-10728	31	1	we	we	PRON
dad-10728	31	2	hope	hope	VERB
dad-10728	31	3	this	this	DET
dad-10728	31	4	special	special	ADJ
dad-10728	31	5	issue	issue	NOUN
dad-10728	31	6	provides	provide	VERB
dad-10728	31	7	a	a	DET
dad-10728	31	8	useful	useful	ADJ
dad-10728	31	9	platform	platform	NOUN
dad-10728	31	10	for	for	ADP
dad-10728	31	11	its	its	PRON
dad-10728	31	12	papers	paper	NOUN
dad-10728	31	13	’	'	PUNCT
dad-10728	31	14	authors	author	NOUN
dad-10728	31	15	,	,	PUNCT
dad-10728	31	16	and	and	CCONJ
dad-10728	31	17	helps	help	VERB
dad-10728	31	18	support	support	VERB
dad-10728	31	19	the	the	DET
dad-10728	31	20	continuing	continue	VERB
dad-10728	31	21	advance	advance	NOUN
dad-10728	31	22	of	of	ADP
dad-10728	31	23	the	the	DET
dad-10728	31	24	state	state	NOUN
dad-10728	31	25	-	-	PUNCT
dad-10728	31	26	of	of	ADP
dad-10728	31	27	-	-	PUNCT
dad-10728	31	28	the	the	DET
dad-10728	31	29	-	-	PUNCT
dad-10728	31	30	art	art	NOUN
dad-10728	31	31	in	in	ADP
dad-10728	31	32	this	this	DET
dad-10728	31	33	domain	domain	NOUN
dad-10728	31	34	.	.	PUNCT
dad-10728	32	1	jason	jason	PROPN
dad-10728	32	2	d.	d.	PROPN
dad-10728	32	3	williams	williams	PROPN
dad-10728	32	4	,	,	PUNCT
dad-10728	32	5	microsoft	microsoft	PROPN
dad-10728	32	6	research	research	PROPN
dad-10728	32	7	antoine	antoine	PROPN
dad-10728	32	8	raux	raux	PROPN
dad-10728	32	9	,	,	PUNCT
dad-10728	32	10	facebook	facebook	PROPN
dad-10728	32	11	mathew	mathew	PROPN
dad-10728	32	12	henderson	henderson	PROPN
dad-10728	32	13	,	,	PUNCT
dad-10728	32	14	google	google	PROPN
dad-10728	32	15	references	reference	NOUN
dad-10728	32	16	matthew	matthew	PROPN
dad-10728	32	17	henderson	henderson	PROPN
dad-10728	32	18	,	,	PUNCT
dad-10728	32	19	blaise	blaise	PROPN
dad-10728	32	20	thomson	thomson	PROPN
dad-10728	32	21	,	,	PUNCT
dad-10728	32	22	and	and	CCONJ
dad-10728	32	23	jason	jason	PROPN
dad-10728	32	24	d.	d.	PROPN
dad-10728	32	25	williams	williams	PROPN
dad-10728	32	26	.	.	PUNCT
dad-10728	33	1	the	the	DET
dad-10728	33	2	third	third	ADJ
dad-10728	33	3	dialog	dialog	NOUN
dad-10728	33	4	state	state	NOUN
dad-10728	33	5	tracking	tracking	NOUN
dad-10728	33	6	challenge	challenge	NOUN
dad-10728	33	7	.	.	PUNCT
dad-10728	34	1	in	in	ADP
dad-10728	34	2	proc	proc	NOUN
dad-10728	34	3	ieee	ieee	NOUN
dad-10728	34	4	workshop	workshop	NOUN
dad-10728	34	5	on	on	ADP
dad-10728	34	6	spoken	spoken	ADJ
dad-10728	34	7	language	language	NOUN
dad-10728	34	8	technologies	technology	NOUN
dad-10728	34	9	(	(	PUNCT
dad-10728	34	10	slt	slt	PROPN
dad-10728	34	11	)	)	PUNCT
dad-10728	34	12	,	,	PUNCT
dad-10728	34	13	south	south	PROPN
dad-10728	34	14	lake	lake	PROPN
dad-10728	34	15	tahoe	tahoe	PROPN
dad-10728	34	16	,	,	PUNCT
dad-10728	34	17	nevada	nevada	PROPN
dad-10728	34	18	,	,	PUNCT
dad-10728	34	19	usa	usa	PROPN
dad-10728	34	20	,	,	PUNCT
dad-10728	34	21	2014a	2014a	NUM
dad-10728	34	22	.	.	PUNCT
dad-10728	35	1	matthew	matthew	PROPN
dad-10728	35	2	henderson	henderson	PROPN
dad-10728	35	3	,	,	PUNCT
dad-10728	35	4	blaise	blaise	PROPN
dad-10728	35	5	thomson	thomson	PROPN
dad-10728	35	6	,	,	PUNCT
dad-10728	35	7	and	and	CCONJ
dad-10728	35	8	jason	jason	PROPN
dad-10728	35	9	d	d	PROPN
dad-10728	35	10	williams	williams	PROPN
dad-10728	35	11	.	.	PUNCT
dad-10728	36	1	the	the	DET
dad-10728	36	2	second	second	ADJ
dad-10728	36	3	dialog	dialog	NOUN
dad-10728	36	4	state	state	NOUN
dad-10728	36	5	tracking	tracking	NOUN
dad-10728	36	6	challenge	challenge	NOUN
dad-10728	36	7	.	.	PUNCT
dad-10728	37	1	in	in	ADP
dad-10728	37	2	proc	proc	PROPN
dad-10728	37	3	sigdial	sigdial	ADJ
dad-10728	37	4	conf	conf	NOUN
dad-10728	37	5	on	on	ADP
dad-10728	37	6	discourse	discourse	NOUN
dad-10728	37	7	and	and	CCONJ
dad-10728	37	8	dialogue	dialogue	NOUN
dad-10728	37	9	,	,	PUNCT
dad-10728	37	10	philadelphia	philadelphia	PROPN
dad-10728	37	11	,	,	PUNCT
dad-10728	37	12	usa	usa	PROPN
dad-10728	37	13	,	,	PUNCT
dad-10728	37	14	2014b	2014b	NUM
dad-10728	37	15	.	.	PUNCT
dad-10728	38	1	seokhwan	seokhwan	PROPN
dad-10728	38	2	kim	kim	PROPN
dad-10728	38	3	,	,	PUNCT
dad-10728	38	4	luis	luis	PROPN
dad-10728	38	5	fernando	fernando	PROPN
dad-10728	38	6	dharo	dharo	PROPN
dad-10728	38	7	,	,	PUNCT
dad-10728	38	8	rafael	rafael	PROPN
dad-10728	38	9	e.	e.	PROPN
dad-10728	38	10	banchs	banchs	PROPN
dad-10728	38	11	,	,	PUNCT
dad-10728	38	12	jason	jason	PROPN
dad-10728	38	13	d.	d.	PROPN
dad-10728	38	14	williams	williams	PROPN
dad-10728	38	15	,	,	PUNCT
dad-10728	38	16	and	and	CCONJ
dad-10728	38	17	matthew	matthew	PROPN
dad-10728	38	18	henderson	henderson	PROPN
dad-10728	38	19	.	.	PUNCT
dad-10728	39	1	the	the	DET
dad-10728	39	2	fourth	fourth	ADJ
dad-10728	39	3	dialog	dialog	NOUN
dad-10728	39	4	state	state	NOUN
dad-10728	39	5	tracking	tracking	NOUN
dad-10728	39	6	challenge	challenge	NOUN
dad-10728	39	7	.	.	PUNCT
dad-10728	40	1	in	in	ADP
dad-10728	40	2	proc	proc	PROPN
dad-10728	40	3	intl	intl	PROPN
dad-10728	40	4	workshop	workshop	NOUN
dad-10728	40	5	on	on	ADP
dad-10728	40	6	spoken	spoken	ADJ
dad-10728	40	7	dialog	dialog	NOUN
dad-10728	40	8	systems	system	NOUN
dad-10728	40	9	(	(	PUNCT
dad-10728	40	10	iwsds	iwsds	NOUN
dad-10728	40	11	)	)	PUNCT
dad-10728	40	12	,	,	PUNCT
dad-10728	40	13	saariselka	saariselka	PROPN
dad-10728	40	14	,	,	PUNCT
dad-10728	40	15	finland	finland	PROPN
dad-10728	40	16	,	,	PUNCT
dad-10728	40	17	2016	2016	NUM
dad-10728	40	18	.	.	PUNCT
dad-10728	40	19	2	2	NUM
dad-10728	40	20	introduction	introduction	NOUN
dad-10728	40	21	to	to	ADP
dad-10728	40	22	the	the	DET
dad-10728	40	23	special	special	ADJ
dad-10728	40	24	issue	issue	NOUN
dad-10728	40	25	on	on	ADP
dad-10728	40	26	dialog	dialog	NOUN
dad-10728	40	27	state	state	NOUN
dad-10728	40	28	tracking	tracking	NOUN
dad-10728	40	29	jason	jason	PROPN
dad-10728	40	30	d	d	PROPN
dad-10728	40	31	williams	williams	PROPN
dad-10728	40	32	,	,	PUNCT
dad-10728	40	33	antoine	antoine	PROPN
dad-10728	40	34	raux	raux	PROPN
dad-10728	40	35	,	,	PUNCT
dad-10728	40	36	deepak	deepak	PROPN
dad-10728	40	37	ramachadran	ramachadran	PROPN
dad-10728	40	38	,	,	PUNCT
dad-10728	40	39	and	and	CCONJ
dad-10728	40	40	alan	alan	PROPN
dad-10728	40	41	black	black	PROPN
dad-10728	40	42	.	.	PUNCT
dad-10728	41	1	the	the	DET
dad-10728	41	2	dialog	dialog	NOUN
dad-10728	41	3	state	state	NOUN
dad-10728	41	4	tracking	tracking	NOUN
dad-10728	41	5	challenge	challenge	NOUN
dad-10728	41	6	.	.	PUNCT
dad-10728	42	1	in	in	ADP
dad-10728	42	2	proc	proc	PROPN
dad-10728	42	3	sigdial	sigdial	ADJ
dad-10728	42	4	conf	conf	NOUN
dad-10728	42	5	on	on	ADP
dad-10728	42	6	discourse	discourse	NOUN
dad-10728	42	7	and	and	CCONJ
dad-10728	42	8	dialogue	dialogue	NOUN
dad-10728	42	9	,	,	PUNCT
dad-10728	42	10	metz	metz	PROPN
dad-10728	42	11	,	,	PUNCT
dad-10728	42	12	france	france	PROPN
dad-10728	42	13	,	,	PUNCT
dad-10728	42	14	august	august	PROPN
dad-10728	42	15	2013	2013	NUM
dad-10728	42	16	.	.	PUNCT
dad-10728	42	17	3	3	NUM