id	sid	tid	token	lemma	pos
05741r6909c	1	1	the	the	DET
05741r6909c	1	2	increasing	increase	VERB
05741r6909c	1	3	diversity	diversity	NOUN
05741r6909c	1	4	of	of	ADP
05741r6909c	1	5	data	datum	NOUN
05741r6909c	1	6	sources	source	NOUN
05741r6909c	1	7	has	have	AUX
05741r6909c	1	8	propelled	propel	VERB
05741r6909c	1	9	machine	machine	NOUN
05741r6909c	1	10	learning	learn	VERB
05741r6909c	1	11	into	into	ADP
05741r6909c	1	12	an	an	DET
05741r6909c	1	13	equally	equally	ADV
05741r6909c	1	14	diverse	diverse	ADJ
05741r6909c	1	15	set	set	NOUN
05741r6909c	1	16	of	of	ADP
05741r6909c	1	17	application	application	NOUN
05741r6909c	1	18	domains	domain	NOUN
05741r6909c	1	19	.	.	PUNCT
05741r6909c	2	1	across	across	ADP
05741r6909c	2	2	these	these	DET
05741r6909c	2	3	applications	application	NOUN
05741r6909c	2	4	,	,	PUNCT
05741r6909c	2	5	a	a	DET
05741r6909c	2	6	key	key	ADJ
05741r6909c	2	7	task	task	NOUN
05741r6909c	2	8	is	be	AUX
05741r6909c	2	9	that	that	PRON
05741r6909c	2	10	of	of	ADP
05741r6909c	2	11	classification	classification	NOUN
05741r6909c	2	12	.	.	PUNCT
05741r6909c	3	1	while	while	SCONJ
05741r6909c	3	2	contemporary	contemporary	ADJ
05741r6909c	3	3	approaches	approach	NOUN
05741r6909c	3	4	manage	manage	VERB
05741r6909c	3	5	to	to	PART
05741r6909c	3	6	achieve	achieve	VERB
05741r6909c	3	7	impressive	impressive	ADJ
05741r6909c	3	8	predictive	predictive	ADJ
05741r6909c	3	9	performance	performance	NOUN
05741r6909c	3	10	on	on	ADP
05741r6909c	3	11	pre	pre	ADJ
05741r6909c	3	12	-	-	ADJ
05741r6909c	3	13	structured	structured	ADJ
05741r6909c	3	14	datasets	dataset	NOUN
05741r6909c	3	15	,	,	PUNCT
05741r6909c	3	16	surprisingly	surprisingly	ADV
05741r6909c	3	17	little	little	ADJ
05741r6909c	3	18	work	work	NOUN
05741r6909c	3	19	has	have	AUX
05741r6909c	3	20	been	be	AUX
05741r6909c	3	21	done	do	VERB
05741r6909c	3	22	to	to	PART
05741r6909c	3	23	address	address	VERB
05741r6909c	3	24	how	how	SCONJ
05741r6909c	3	25	raw	raw	ADJ
05741r6909c	3	26	data	datum	NOUN
05741r6909c	3	27	is	be	AUX
05741r6909c	3	28	being	be	AUX
05741r6909c	3	29	structured	structure	VERB
05741r6909c	3	30	to	to	PART
05741r6909c	3	31	best	good	ADJ
05741r6909c	3	32	address	address	VERB
05741r6909c	3	33	the	the	DET
05741r6909c	3	34	underlying	underlie	VERB
05741r6909c	3	35	domain	domain	NOUN
05741r6909c	3	36	problem	problem	NOUN
05741r6909c	3	37	.	.	PUNCT
05741r6909c	4	1	the	the	DET
05741r6909c	4	2	state	state	NOUN
05741r6909c	4	3	of	of	ADP
05741r6909c	4	4	the	the	DET
05741r6909c	4	5	art	art	NOUN
05741r6909c	4	6	in	in	ADP
05741r6909c	4	7	domain	domain	NOUN
05741r6909c	4	8	-	-	PUNCT
05741r6909c	4	9	driven	drive	VERB
05741r6909c	4	10	data	data	NOUN
05741r6909c	4	11	mining	mining	NOUN
05741r6909c	4	12	,	,	PUNCT
05741r6909c	4	13	actionable	actionable	ADJ
05741r6909c	4	14	knowledge	knowledge	NOUN
05741r6909c	4	15	discovery	discovery	NOUN
05741r6909c	4	16	,	,	PUNCT
05741r6909c	4	17	merely	merely	ADV
05741r6909c	4	18	acts	act	VERB
05741r6909c	4	19	as	as	ADP
05741r6909c	4	20	a	a	DET
05741r6909c	4	21	wrapper	wrapper	NOUN
05741r6909c	4	22	to	to	PART
05741r6909c	4	23	transform	transform	VERB
05741r6909c	4	24	domain	domain	NOUN
05741r6909c	4	25	data	datum	NOUN
05741r6909c	4	26	to	to	PART
05741r6909c	4	27	feature	feature	VERB
05741r6909c	4	28	matrices	matrix	NOUN
05741r6909c	4	29	and	and	CCONJ
05741r6909c	4	30	class	class	NOUN
05741r6909c	4	31	labels	label	NOUN
05741r6909c	4	32	.	.	PUNCT
05741r6909c	5	1	to	to	PART
05741r6909c	5	2	address	address	VERB
05741r6909c	5	3	these	these	DET
05741r6909c	5	4	gaps	gap	NOUN
05741r6909c	5	5	in	in	ADP
05741r6909c	5	6	existing	exist	VERB
05741r6909c	5	7	frameworks	framework	NOUN
05741r6909c	5	8	,	,	PUNCT
05741r6909c	5	9	we	we	PRON
05741r6909c	5	10	propose	propose	VERB
05741r6909c	5	11	the	the	DET
05741r6909c	5	12	operationalized	operationalize	VERB
05741r6909c	5	13	data	datum	NOUN
05741r6909c	5	14	science	science	NOUN
05741r6909c	5	15	paradigm	paradigm	NOUN
05741r6909c	5	16	(	(	PUNCT
05741r6909c	5	17	odsp	odsp	NOUN
05741r6909c	5	18	)	)	PUNCT
05741r6909c	5	19	.	.	PUNCT
05741r6909c	6	1	through	through	ADP
05741r6909c	6	2	this	this	DET
05741r6909c	6	3	paradigm	paradigm	NOUN
05741r6909c	6	4	,	,	PUNCT
05741r6909c	6	5	we	we	PRON
05741r6909c	6	6	now	now	ADV
05741r6909c	6	7	have	have	VERB
05741r6909c	6	8	a	a	DET
05741r6909c	6	9	formalized	formalized	ADJ
05741r6909c	6	10	framework	framework	NOUN
05741r6909c	6	11	for	for	ADP
05741r6909c	6	12	structuring	structure	VERB
05741r6909c	6	13	data	datum	NOUN
05741r6909c	6	14	and	and	CCONJ
05741r6909c	6	15	pipelines	pipeline	NOUN
05741r6909c	6	16	,	,	PUNCT
05741r6909c	6	17	time	time	NOUN
05741r6909c	6	18	-	-	PUNCT
05741r6909c	6	19	censoring	censoring	ADJ
05741r6909c	6	20	,	,	PUNCT
05741r6909c	6	21	net	net	ADJ
05741r6909c	6	22	present	present	ADJ
05741r6909c	6	23	value	value	NOUN
05741r6909c	6	24	considerations	consideration	NOUN
05741r6909c	6	25	,	,	PUNCT
05741r6909c	6	26	interpretability	interpretability	NOUN
05741r6909c	6	27	and	and	CCONJ
05741r6909c	6	28	regulation	regulation	NOUN
05741r6909c	6	29	compliance	compliance	NOUN
05741r6909c	6	30	--all	--all	PROPN
05741r6909c	6	31	using	use	VERB
05741r6909c	6	32	domain	domain	NOUN
05741r6909c	6	33	driven	drive	VERB
05741r6909c	6	34	insights	insight	NOUN
05741r6909c	6	35	.	.	PUNCT
05741r6909c	7	1	we	we	PRON
05741r6909c	7	2	demonstrate	demonstrate	VERB
05741r6909c	7	3	the	the	DET
05741r6909c	7	4	role	role	NOUN
05741r6909c	7	5	of	of	ADP
05741r6909c	7	6	domain	domain	NOUN
05741r6909c	7	7	-	-	PUNCT
05741r6909c	7	8	driven	drive	VERB
05741r6909c	7	9	problem	problem	NOUN
05741r6909c	7	10	and	and	CCONJ
05741r6909c	7	11	pipeline	pipeline	NOUN
05741r6909c	7	12	design	design	NOUN
05741r6909c	7	13	across	across	ADP
05741r6909c	7	14	the	the	DET
05741r6909c	7	15	diverse	diverse	ADJ
05741r6909c	7	16	domains	domain	NOUN
05741r6909c	7	17	of	of	ADP
05741r6909c	7	18	cost	cost	NOUN
05741r6909c	7	19	-	-	PUNCT
05741r6909c	7	20	sensitive	sensitive	ADJ
05741r6909c	7	21	classification	classification	NOUN
05741r6909c	7	22	,	,	PUNCT
05741r6909c	7	23	online	online	ADJ
05741r6909c	7	24	video	video	NOUN
05741r6909c	7	25	content	content	NOUN
05741r6909c	7	26	,	,	PUNCT
05741r6909c	7	27	massive	massive	ADJ
05741r6909c	7	28	open	open	ADJ
05741r6909c	7	29	online	online	ADJ
05741r6909c	7	30	courses	course	NOUN
05741r6909c	7	31	(	(	PUNCT
05741r6909c	7	32	moocs	moocs	PROPN
05741r6909c	7	33	)	)	PUNCT
05741r6909c	7	34	and	and	CCONJ
05741r6909c	7	35	auto	auto	NOUN
05741r6909c	7	36	insurance	insurance	NOUN
05741r6909c	7	37	in	in	ADP
05741r6909c	7	38	the	the	DET
05741r6909c	7	39	form	form	NOUN
05741r6909c	7	40	of	of	ADP
05741r6909c	7	41	deployed	deploy	VERB
05741r6909c	7	42	solutions	solution	NOUN
05741r6909c	7	43	.	.	PUNCT
05741r6909c	8	1	for	for	ADP
05741r6909c	8	2	each	each	PRON
05741r6909c	8	3	of	of	ADP
05741r6909c	8	4	these	these	DET
05741r6909c	8	5	use	use	NOUN
05741r6909c	8	6	-	-	PUNCT
05741r6909c	8	7	cases	case	NOUN
05741r6909c	8	8	,	,	PUNCT
05741r6909c	8	9	we	we	PRON
05741r6909c	8	10	provide	provide	VERB
05741r6909c	8	11	a	a	DET
05741r6909c	8	12	comparative	comparative	ADJ
05741r6909c	8	13	ablation	ablation	NOUN
05741r6909c	8	14	analysis	analysis	NOUN
05741r6909c	8	15	to	to	PART
05741r6909c	8	16	highlight	highlight	VERB
05741r6909c	8	17	the	the	DET
05741r6909c	8	18	role	role	NOUN
05741r6909c	8	19	of	of	ADP
05741r6909c	8	20	odsp	odsp	NOUN
05741r6909c	8	21	in	in	ADP
05741r6909c	8	22	ensuring	ensure	VERB
05741r6909c	8	23	their	their	PRON
05741r6909c	8	24	operational	operational	ADJ
05741r6909c	8	25	viability	viability	NOUN
05741r6909c	8	26	.	.	PUNCT
05741r6909c	9	1	as	as	ADP
05741r6909c	9	2	result	result	NOUN
05741r6909c	9	3	,	,	PUNCT
05741r6909c	9	4	we	we	PRON
05741r6909c	9	5	show	show	VERB
05741r6909c	9	6	how	how	SCONJ
05741r6909c	9	7	the	the	DET
05741r6909c	9	8	domain	domain	NOUN
05741r6909c	9	9	influences	influence	VERB
05741r6909c	9	10	which	which	PRON
05741r6909c	9	11	questions	question	VERB
05741r6909c	9	12	we	we	PRON
05741r6909c	9	13	ask	ask	VERB
05741r6909c	9	14	of	of	ADP
05741r6909c	9	15	the	the	DET
05741r6909c	9	16	data	datum	NOUN
05741r6909c	9	17	and	and	CCONJ
05741r6909c	9	18	how	how	SCONJ
05741r6909c	9	19	we	we	PRON
05741r6909c	9	20	should	should	AUX
05741r6909c	9	21	interpret	interpret	VERB
05741r6909c	9	22	them	they	PRON
05741r6909c	9	23	.	.	PUNCT