id	sid	tid	token	lemma	pos
3484zg66n9k	1	1	the	the	DET
3484zg66n9k	1	2	multi	multi	ADJ
3484zg66n9k	1	3	-	-	ADJ
3484zg66n9k	1	4	period	period	ADJ
3484zg66n9k	1	5	newsvendor	newsvendor	PROPN
3484zg66n9k	1	6	problem	problem	NOUN
3484zg66n9k	1	7	describes	describe	VERB
3484zg66n9k	1	8	the	the	DET
3484zg66n9k	1	9	newspaper	newspaper	NOUN
3484zg66n9k	1	10	salesman	salesman	NOUN
3484zg66n9k	1	11	's	's	PART
3484zg66n9k	1	12	dilemma	dilemma	NOUN
3484zg66n9k	1	13	---	---	PUNCT
3484zg66n9k	1	14	how	how	SCONJ
3484zg66n9k	1	15	many	many	ADJ
3484zg66n9k	1	16	papers	paper	NOUN
3484zg66n9k	1	17	should	should	AUX
3484zg66n9k	1	18	he	he	PRON
3484zg66n9k	1	19	purchase	purchase	VERB
3484zg66n9k	1	20	each	each	DET
3484zg66n9k	1	21	day	day	NOUN
3484zg66n9k	1	22	to	to	PART
3484zg66n9k	1	23	resell	resell	VERB
3484zg66n9k	1	24	,	,	PUNCT
3484zg66n9k	1	25	when	when	SCONJ
3484zg66n9k	1	26	he	he	PRON
3484zg66n9k	1	27	does	do	AUX
3484zg66n9k	1	28	n't	not	PART
3484zg66n9k	1	29	know	know	VERB
3484zg66n9k	1	30	the	the	DET
3484zg66n9k	1	31	demand	demand	NOUN
3484zg66n9k	1	32	?	?	PUNCT
3484zg66n9k	2	1	we	we	PRON
3484zg66n9k	2	2	describe	describe	VERB
3484zg66n9k	2	3	approaches	approach	NOUN
3484zg66n9k	2	4	for	for	ADP
3484zg66n9k	2	5	solving	solve	VERB
3484zg66n9k	2	6	this	this	DET
3484zg66n9k	2	7	problem	problem	NOUN
3484zg66n9k	2	8	based	base	VERB
3484zg66n9k	2	9	on	on	ADP
3484zg66n9k	2	10	algorithms	algorithm	NOUN
3484zg66n9k	2	11	for	for	ADP
3484zg66n9k	2	12	the	the	DET
3484zg66n9k	2	13	expert	expert	ADJ
3484zg66n9k	2	14	advice	advice	NOUN
3484zg66n9k	2	15	problem	problem	NOUN
3484zg66n9k	2	16	.	.	PUNCT
3484zg66n9k	3	1	we	we	PRON
3484zg66n9k	3	2	give	give	VERB
3484zg66n9k	3	3	bounds	bound	NOUN
3484zg66n9k	3	4	on	on	ADP
3484zg66n9k	3	5	the	the	DET
3484zg66n9k	3	6	regret	regret	NOUN
3484zg66n9k	3	7	of	of	ADP
3484zg66n9k	3	8	our	our	PRON
3484zg66n9k	3	9	algorithms	algorithm	NOUN
3484zg66n9k	3	10	in	in	ADP
3484zg66n9k	3	11	terms	term	NOUN
3484zg66n9k	3	12	of	of	ADP
3484zg66n9k	3	13	the	the	DET
3484zg66n9k	3	14	regret	regret	NOUN
3484zg66n9k	3	15	of	of	ADP
3484zg66n9k	3	16	the	the	DET
3484zg66n9k	3	17	static	static	ADJ
3484zg66n9k	3	18	offline	offline	ADJ
3484zg66n9k	3	19	optimal	optimal	ADJ
3484zg66n9k	3	20	algorithm	algorithm	NOUN
3484zg66n9k	3	21	,	,	PUNCT
3484zg66n9k	3	22	which	which	PRON
3484zg66n9k	3	23	chooses	choose	VERB
3484zg66n9k	3	24	a	a	DET
3484zg66n9k	3	25	single	single	ADJ
3484zg66n9k	3	26	order	order	NOUN
3484zg66n9k	3	27	quantity	quantity	NOUN
3484zg66n9k	3	28	for	for	ADP
3484zg66n9k	3	29	all	all	DET
3484zg66n9k	3	30	periods	period	NOUN
3484zg66n9k	3	31	which	which	PRON
3484zg66n9k	3	32	maximizes	maximize	VERB
3484zg66n9k	3	33	the	the	DET
3484zg66n9k	3	34	profit	profit	NOUN
3484zg66n9k	3	35	.	.	PUNCT
3484zg66n9k	4	1	bounds	bound	NOUN
3484zg66n9k	4	2	of	of	ADP
3484zg66n9k	4	3	this	this	DET
3484zg66n9k	4	4	type	type	NOUN
3484zg66n9k	4	5	show	show	NOUN
3484zg66n9k	4	6	that	that	SCONJ
3484zg66n9k	4	7	the	the	DET
3484zg66n9k	4	8	approach	approach	NOUN
3484zg66n9k	4	9	will	will	AUX
3484zg66n9k	4	10	perform	perform	VERB
3484zg66n9k	4	11	well	well	ADV
3484zg66n9k	4	12	in	in	ADP
3484zg66n9k	4	13	"	"	PUNCT
3484zg66n9k	4	14	easy	easy	ADJ
3484zg66n9k	4	15	"	"	PUNCT
3484zg66n9k	4	16	distributional	distributional	ADJ
3484zg66n9k	4	17	demand	demand	NOUN
3484zg66n9k	4	18	situations	situation	NOUN
3484zg66n9k	4	19	while	while	SCONJ
3484zg66n9k	4	20	simultaneously	simultaneously	ADV
3484zg66n9k	4	21	giving	give	VERB
3484zg66n9k	4	22	guarantees	guarantee	NOUN
3484zg66n9k	4	23	for	for	ADP
3484zg66n9k	4	24	all	all	DET
3484zg66n9k	4	25	situations	situation	NOUN
3484zg66n9k	4	26	.	.	PUNCT
3484zg66n9k	5	1	testing	test	VERB
3484zg66n9k	5	2	the	the	DET
3484zg66n9k	5	3	algorithms	algorithm	NOUN
3484zg66n9k	5	4	via	via	ADP
3484zg66n9k	5	5	simulation	simulation	NOUN
3484zg66n9k	5	6	we	we	PRON
3484zg66n9k	5	7	find	find	VERB
3484zg66n9k	5	8	that	that	SCONJ
3484zg66n9k	5	9	the	the	DET
3484zg66n9k	5	10	method	method	NOUN
3484zg66n9k	5	11	works	work	VERB
3484zg66n9k	5	12	well	well	ADV
3484zg66n9k	5	13	in	in	ADP
3484zg66n9k	5	14	a	a	DET
3484zg66n9k	5	15	variety	variety	NOUN
3484zg66n9k	5	16	of	of	ADP
3484zg66n9k	5	17	circumstances	circumstance	NOUN
3484zg66n9k	5	18	despite	despite	SCONJ
3484zg66n9k	5	19	the	the	DET
3484zg66n9k	5	20	minimal	minimal	ADJ
3484zg66n9k	5	21	assumptions	assumption	NOUN
3484zg66n9k	5	22	made	make	VERB
3484zg66n9k	5	23	.	.	PUNCT
3484zg66n9k	6	1	finally	finally	ADV
3484zg66n9k	6	2	,	,	PUNCT
3484zg66n9k	6	3	in	in	ADP
3484zg66n9k	6	4	a	a	DET
3484zg66n9k	6	5	separate	separate	ADJ
3484zg66n9k	6	6	problem	problem	NOUN
3484zg66n9k	6	7	related	relate	VERB
3484zg66n9k	6	8	to	to	ADP
3484zg66n9k	6	9	distributed	distribute	VERB
3484zg66n9k	6	10	computing	computing	NOUN
3484zg66n9k	6	11	,	,	PUNCT
3484zg66n9k	6	12	we	we	PRON
3484zg66n9k	6	13	discuss	discuss	VERB
3484zg66n9k	6	14	a	a	DET
3484zg66n9k	6	15	new	new	ADJ
3484zg66n9k	6	16	model	model	NOUN
3484zg66n9k	6	17	and	and	CCONJ
3484zg66n9k	6	18	theoretical	theoretical	ADJ
3484zg66n9k	6	19	results	result	NOUN
3484zg66n9k	6	20	for	for	ADP
3484zg66n9k	6	21	minimizing	minimize	VERB
3484zg66n9k	6	22	the	the	DET
3484zg66n9k	6	23	time	time	NOUN
3484zg66n9k	6	24	to	to	PART
3484zg66n9k	6	25	distribute	distribute	VERB
3484zg66n9k	6	26	a	a	DET
3484zg66n9k	6	27	file	file	NOUN
3484zg66n9k	6	28	throughout	throughout	ADP
3484zg66n9k	6	29	a	a	DET
3484zg66n9k	6	30	network	network	NOUN
3484zg66n9k	6	31	using	use	VERB
3484zg66n9k	6	32	simple	simple	ADJ
3484zg66n9k	6	33	tools	tool	NOUN
3484zg66n9k	6	34	.	.	PUNCT