id	sid	tid	token	lemma	pos
cord-229393-t3cpzmwj	1	1	key	key	JJ
cord-229393-t3cpzmwj	1	2	:	:	:
cord-229393-t3cpzmwj	1	3	cord-229393-t3cpzmwj	cord-229393-t3cpzmwj	NNP
cord-229393-t3cpzmwj	1	4	authors	author	NNS
cord-229393-t3cpzmwj	1	5	:	:	:
cord-229393-t3cpzmwj	1	6	Srivastava	Srivastava	NNP
cord-229393-t3cpzmwj	1	7	,	,	,
cord-229393-t3cpzmwj	1	8	Ajitesh	Ajitesh	NNP
cord-229393-t3cpzmwj	1	9	;	;	:
cord-229393-t3cpzmwj	1	10	Prasanna	Prasanna	NNP
cord-229393-t3cpzmwj	1	11	,	,	,
cord-229393-t3cpzmwj	1	12	Viktor	Viktor	NNP
cord-229393-t3cpzmwj	1	13	K.	K.	NNP
cord-229393-t3cpzmwj	1	14	title	title	NN
cord-229393-t3cpzmwj	1	15	:	:	:
cord-229393-t3cpzmwj	1	16	Learning	learn	VBG
cord-229393-t3cpzmwj	1	17	to	to	IN
cord-229393-t3cpzmwj	1	18	Forecast	Forecast	NNP
cord-229393-t3cpzmwj	1	19	and	and	CC
cord-229393-t3cpzmwj	1	20	Forecasting	forecasting	NN
cord-229393-t3cpzmwj	1	21	to	to	TO
cord-229393-t3cpzmwj	1	22	Learn	learn	VB
cord-229393-t3cpzmwj	1	23	from	from	IN
cord-229393-t3cpzmwj	1	24	the	the	DT
cord-229393-t3cpzmwj	1	25	COVID-19	COVID-19	NNP
cord-229393-t3cpzmwj	1	26	Pandemic	Pandemic	NNP
cord-229393-t3cpzmwj	1	27	date	date	NN
cord-229393-t3cpzmwj	1	28	:	:	:
cord-229393-t3cpzmwj	1	29	2020	2020	CD
cord-229393-t3cpzmwj	1	30	-	-	HYPH
cord-229393-t3cpzmwj	1	31	04	04	CD
cord-229393-t3cpzmwj	1	32	-	-	HYPH
cord-229393-t3cpzmwj	1	33	23	23	CD
cord-229393-t3cpzmwj	1	34	journal	journal	NN
cord-229393-t3cpzmwj	1	35	:	:	:
cord-229393-t3cpzmwj	1	36	nan	nan	NNP
cord-229393-t3cpzmwj	1	37	DOI	DOI	NNP
cord-229393-t3cpzmwj	1	38	:	:	:
cord-229393-t3cpzmwj	1	39	nan	nan	NNP
cord-229393-t3cpzmwj	1	40	sha	sha	NNP
cord-229393-t3cpzmwj	1	41	:	:	:
cord-229393-t3cpzmwj	1	42	079306f60bddd50ab614f308e00e3148e6df5354	079306f60bddd50ab614f308e00e3148e6df5354	NFP
cord-229393-t3cpzmwj	1	43	doc_id	doc_id	CD
cord-229393-t3cpzmwj	1	44	:	:	:
cord-229393-t3cpzmwj	1	45	229393	229393	CD
cord-229393-t3cpzmwj	1	46	cord_uid	cord_uid	NNS
cord-229393-t3cpzmwj	1	47	:	:	:
cord-229393-t3cpzmwj	2	1	t3cpzmwj	t3cpzmwj	NNP
cord-229393-t3cpzmwj	3	1	Accurate	accurate	JJ
cord-229393-t3cpzmwj	3	2	forecasts	forecast	NNS
cord-229393-t3cpzmwj	3	3	of	of	IN
cord-229393-t3cpzmwj	3	4	COVID-19	COVID-19	NNP
cord-229393-t3cpzmwj	3	5	is	be	VBZ
cord-229393-t3cpzmwj	3	6	central	central	JJ
cord-229393-t3cpzmwj	3	7	to	to	IN
cord-229393-t3cpzmwj	3	8	resource	resource	NN
cord-229393-t3cpzmwj	3	9	management	management	NN
cord-229393-t3cpzmwj	3	10	and	and	CC
cord-229393-t3cpzmwj	3	11	building	building	NN
cord-229393-t3cpzmwj	3	12	strategies	strategy	NNS
cord-229393-t3cpzmwj	3	13	to	to	TO
cord-229393-t3cpzmwj	3	14	deal	deal	VB
cord-229393-t3cpzmwj	3	15	with	with	IN
cord-229393-t3cpzmwj	3	16	the	the	DT
cord-229393-t3cpzmwj	3	17	epidemic	epidemic	NN
cord-229393-t3cpzmwj	3	18	.	.	.
cord-229393-t3cpzmwj	4	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	4	2	propose	propose	VBP
cord-229393-t3cpzmwj	4	3	a	a	DT
cord-229393-t3cpzmwj	4	4	heterogeneous	heterogeneous	JJ
cord-229393-t3cpzmwj	4	5	infection	infection	NN
cord-229393-t3cpzmwj	4	6	rate	rate	NN
cord-229393-t3cpzmwj	4	7	model	model	NN
cord-229393-t3cpzmwj	4	8	with	with	IN
cord-229393-t3cpzmwj	4	9	human	human	JJ
cord-229393-t3cpzmwj	4	10	mobility	mobility	NN
cord-229393-t3cpzmwj	4	11	for	for	IN
cord-229393-t3cpzmwj	4	12	epidemic	epidemic	NN
cord-229393-t3cpzmwj	4	13	modeling	modeling	NN
cord-229393-t3cpzmwj	4	14	,	,	,
cord-229393-t3cpzmwj	4	15	a	a	DT
cord-229393-t3cpzmwj	4	16	preliminary	preliminary	JJ
cord-229393-t3cpzmwj	4	17	version	version	NN
cord-229393-t3cpzmwj	4	18	of	of	IN
cord-229393-t3cpzmwj	4	19	which	which	WDT
cord-229393-t3cpzmwj	4	20	we	-PRON-	PRP
cord-229393-t3cpzmwj	4	21	have	have	VBP
cord-229393-t3cpzmwj	4	22	successfully	successfully	RB
cord-229393-t3cpzmwj	4	23	used	use	VBN
cord-229393-t3cpzmwj	4	24	during	during	IN
cord-229393-t3cpzmwj	4	25	DARPA	DARPA	NNP
cord-229393-t3cpzmwj	4	26	Grand	Grand	NNP
cord-229393-t3cpzmwj	4	27	Challenge	Challenge	NNP
cord-229393-t3cpzmwj	4	28	2014	2014	CD
cord-229393-t3cpzmwj	4	29	.	.	.
cord-229393-t3cpzmwj	5	1	By	by	IN
cord-229393-t3cpzmwj	5	2	linearizing	linearize	VBG
cord-229393-t3cpzmwj	5	3	the	the	DT
cord-229393-t3cpzmwj	5	4	model	model	NN
cord-229393-t3cpzmwj	5	5	and	and	CC
cord-229393-t3cpzmwj	5	6	using	use	VBG
cord-229393-t3cpzmwj	5	7	weighted	weighted	JJ
cord-229393-t3cpzmwj	5	8	least	least	JJS
cord-229393-t3cpzmwj	5	9	squares	square	NNS
cord-229393-t3cpzmwj	5	10	,	,	,
cord-229393-t3cpzmwj	5	11	our	-PRON-	PRP$
cord-229393-t3cpzmwj	5	12	model	model	NN
cord-229393-t3cpzmwj	5	13	is	be	VBZ
cord-229393-t3cpzmwj	5	14	able	able	JJ
cord-229393-t3cpzmwj	5	15	to	to	TO
cord-229393-t3cpzmwj	5	16	quickly	quickly	RB
cord-229393-t3cpzmwj	5	17	adapt	adapt	VB
cord-229393-t3cpzmwj	5	18	to	to	IN
cord-229393-t3cpzmwj	5	19	changing	change	VBG
cord-229393-t3cpzmwj	5	20	trends	trend	NNS
cord-229393-t3cpzmwj	5	21	and	and	CC
cord-229393-t3cpzmwj	5	22	provide	provide	VB
cord-229393-t3cpzmwj	5	23	extremely	extremely	RB
cord-229393-t3cpzmwj	5	24	accurate	accurate	JJ
cord-229393-t3cpzmwj	5	25	predictions	prediction	NNS
cord-229393-t3cpzmwj	5	26	of	of	IN
cord-229393-t3cpzmwj	5	27	confirmed	confirm	VBN
cord-229393-t3cpzmwj	5	28	cases	case	NNS
cord-229393-t3cpzmwj	5	29	at	at	IN
cord-229393-t3cpzmwj	5	30	the	the	DT
cord-229393-t3cpzmwj	5	31	level	level	NN
cord-229393-t3cpzmwj	5	32	of	of	IN
cord-229393-t3cpzmwj	5	33	countries	country	NNS
cord-229393-t3cpzmwj	5	34	and	and	CC
cord-229393-t3cpzmwj	5	35	states	state	NNS
cord-229393-t3cpzmwj	5	36	of	of	IN
cord-229393-t3cpzmwj	5	37	the	the	DT
cord-229393-t3cpzmwj	5	38	United	United	NNP
cord-229393-t3cpzmwj	5	39	States	States	NNP
cord-229393-t3cpzmwj	5	40	.	.	.
cord-229393-t3cpzmwj	6	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	6	2	show	show	VBP
cord-229393-t3cpzmwj	6	3	that	that	IN
cord-229393-t3cpzmwj	6	4	during	during	IN
cord-229393-t3cpzmwj	6	5	the	the	DT
cord-229393-t3cpzmwj	6	6	earlier	early	JJR
cord-229393-t3cpzmwj	6	7	part	part	NN
cord-229393-t3cpzmwj	6	8	of	of	IN
cord-229393-t3cpzmwj	6	9	the	the	DT
cord-229393-t3cpzmwj	6	10	epidemic	epidemic	NN
cord-229393-t3cpzmwj	6	11	,	,	,
cord-229393-t3cpzmwj	6	12	using	use	VBG
cord-229393-t3cpzmwj	6	13	travel	travel	NN
cord-229393-t3cpzmwj	6	14	data	datum	NNS
cord-229393-t3cpzmwj	6	15	increases	increase	VBZ
cord-229393-t3cpzmwj	6	16	the	the	DT
cord-229393-t3cpzmwj	6	17	predictions	prediction	NNS
cord-229393-t3cpzmwj	6	18	.	.	.
cord-229393-t3cpzmwj	7	1	Training	train	VBG
cord-229393-t3cpzmwj	7	2	the	the	DT
cord-229393-t3cpzmwj	7	3	model	model	NN
cord-229393-t3cpzmwj	7	4	to	to	TO
cord-229393-t3cpzmwj	7	5	forecast	forecast	VB
cord-229393-t3cpzmwj	7	6	also	also	RB
cord-229393-t3cpzmwj	7	7	enables	enable	VBZ
cord-229393-t3cpzmwj	7	8	learning	learn	VBG
cord-229393-t3cpzmwj	7	9	characteristics	characteristic	NNS
cord-229393-t3cpzmwj	7	10	of	of	IN
cord-229393-t3cpzmwj	7	11	the	the	DT
cord-229393-t3cpzmwj	7	12	epidemic	epidemic	NN
cord-229393-t3cpzmwj	7	13	.	.	.
cord-229393-t3cpzmwj	8	1	In	in	IN
cord-229393-t3cpzmwj	8	2	particular	particular	JJ
cord-229393-t3cpzmwj	8	3	,	,	,
cord-229393-t3cpzmwj	8	4	we	-PRON-	PRP
cord-229393-t3cpzmwj	8	5	show	show	VBP
cord-229393-t3cpzmwj	8	6	that	that	IN
cord-229393-t3cpzmwj	8	7	changes	change	NNS
cord-229393-t3cpzmwj	8	8	in	in	IN
cord-229393-t3cpzmwj	8	9	model	model	NN
cord-229393-t3cpzmwj	8	10	parameters	parameter	NNS
cord-229393-t3cpzmwj	8	11	over	over	IN
cord-229393-t3cpzmwj	8	12	time	time	NN
cord-229393-t3cpzmwj	8	13	can	can	MD
cord-229393-t3cpzmwj	8	14	help	help	VB
cord-229393-t3cpzmwj	8	15	us	-PRON-	PRP
cord-229393-t3cpzmwj	8	16	quantify	quantify	VB
cord-229393-t3cpzmwj	8	17	how	how	WRB
cord-229393-t3cpzmwj	8	18	well	well	RB
cord-229393-t3cpzmwj	8	19	a	a	DT
cord-229393-t3cpzmwj	8	20	state	state	NN
cord-229393-t3cpzmwj	8	21	or	or	CC
cord-229393-t3cpzmwj	8	22	a	a	DT
cord-229393-t3cpzmwj	8	23	country	country	NN
cord-229393-t3cpzmwj	8	24	has	have	VBZ
cord-229393-t3cpzmwj	8	25	responded	respond	VBN
cord-229393-t3cpzmwj	8	26	to	to	IN
cord-229393-t3cpzmwj	8	27	the	the	DT
cord-229393-t3cpzmwj	8	28	epidemic	epidemic	NN
cord-229393-t3cpzmwj	8	29	.	.	.
cord-229393-t3cpzmwj	9	1	The	the	DT
cord-229393-t3cpzmwj	9	2	variations	variation	NNS
cord-229393-t3cpzmwj	9	3	in	in	IN
cord-229393-t3cpzmwj	9	4	parameters	parameter	NNS
cord-229393-t3cpzmwj	9	5	also	also	RB
cord-229393-t3cpzmwj	9	6	allow	allow	VBP
cord-229393-t3cpzmwj	9	7	us	-PRON-	PRP
cord-229393-t3cpzmwj	9	8	to	to	TO
cord-229393-t3cpzmwj	9	9	forecast	forecast	VB
cord-229393-t3cpzmwj	9	10	different	different	JJ
cord-229393-t3cpzmwj	9	11	scenarios	scenario	NNS
cord-229393-t3cpzmwj	9	12	such	such	JJ
cord-229393-t3cpzmwj	9	13	as	as	IN
cord-229393-t3cpzmwj	9	14	what	what	WP
cord-229393-t3cpzmwj	9	15	would	would	MD
cord-229393-t3cpzmwj	9	16	happen	happen	VB
cord-229393-t3cpzmwj	9	17	if	if	IN
cord-229393-t3cpzmwj	9	18	we	-PRON-	PRP
cord-229393-t3cpzmwj	9	19	were	be	VBD
cord-229393-t3cpzmwj	9	20	to	to	TO
cord-229393-t3cpzmwj	9	21	disregard	disregard	VB
cord-229393-t3cpzmwj	9	22	social	social	JJ
cord-229393-t3cpzmwj	9	23	distancing	distancing	NN
cord-229393-t3cpzmwj	9	24	suggestions	suggestion	NNS
cord-229393-t3cpzmwj	9	25	.	.	.
cord-229393-t3cpzmwj	10	1	The	the	DT
cord-229393-t3cpzmwj	10	2	recent	recent	JJ
cord-229393-t3cpzmwj	10	3	outbreak	outbreak	NN
cord-229393-t3cpzmwj	10	4	of	of	IN
cord-229393-t3cpzmwj	10	5	COVID-19	COVID-19	NNP
cord-229393-t3cpzmwj	10	6	and	and	CC
cord-229393-t3cpzmwj	10	7	the	the	DT
cord-229393-t3cpzmwj	10	8	world	world	NN
cord-229393-t3cpzmwj	10	9	-	-	HYPH
cord-229393-t3cpzmwj	10	10	wide	wide	JJ
cord-229393-t3cpzmwj	10	11	panic	panic	NN
cord-229393-t3cpzmwj	10	12	surrounding	surround	VBG
cord-229393-t3cpzmwj	10	13	it	-PRON-	PRP
cord-229393-t3cpzmwj	10	14	calls	call	VBZ
cord-229393-t3cpzmwj	10	15	for	for	IN
cord-229393-t3cpzmwj	10	16	urgent	urgent	JJ
cord-229393-t3cpzmwj	10	17	measures	measure	NNS
cord-229393-t3cpzmwj	10	18	to	to	TO
cord-229393-t3cpzmwj	10	19	contain	contain	VB
cord-229393-t3cpzmwj	10	20	the	the	DT
cord-229393-t3cpzmwj	10	21	epidemic	epidemic	NN
cord-229393-t3cpzmwj	10	22	.	.	.
cord-229393-t3cpzmwj	11	1	Predicting	predict	VBG
cord-229393-t3cpzmwj	11	2	the	the	DT
cord-229393-t3cpzmwj	11	3	speed	speed	NN
cord-229393-t3cpzmwj	11	4	and	and	CC
cord-229393-t3cpzmwj	11	5	severity	severity	NN
cord-229393-t3cpzmwj	11	6	of	of	IN
cord-229393-t3cpzmwj	11	7	infectious	infectious	JJ
cord-229393-t3cpzmwj	11	8	diseases	disease	NNS
cord-229393-t3cpzmwj	11	9	like	like	IN
cord-229393-t3cpzmwj	11	10	COVID-19	COVID-19	NNP
cord-229393-t3cpzmwj	11	11	and	and	CC
cord-229393-t3cpzmwj	11	12	allocating	allocate	VBG
cord-229393-t3cpzmwj	11	13	medical	medical	JJ
cord-229393-t3cpzmwj	11	14	resources	resource	NNS
cord-229393-t3cpzmwj	11	15	appropriately	appropriately	RB
cord-229393-t3cpzmwj	11	16	is	be	VBZ
cord-229393-t3cpzmwj	11	17	central	central	JJ
cord-229393-t3cpzmwj	11	18	to	to	IN
cord-229393-t3cpzmwj	11	19	dealing	deal	VBG
cord-229393-t3cpzmwj	11	20	with	with	IN
cord-229393-t3cpzmwj	11	21	epidemics	epidemic	NNS
cord-229393-t3cpzmwj	11	22	.	.	.
cord-229393-t3cpzmwj	12	1	The	the	DT
cord-229393-t3cpzmwj	12	2	role	role	NN
cord-229393-t3cpzmwj	12	3	of	of	IN
cord-229393-t3cpzmwj	12	4	data	datum	NNS
cord-229393-t3cpzmwj	12	5	science	science	NN
cord-229393-t3cpzmwj	12	6	in	in	IN
cord-229393-t3cpzmwj	12	7	this	this	DT
cord-229393-t3cpzmwj	12	8	issue	issue	NN
cord-229393-t3cpzmwj	12	9	was	be	VBD
cord-229393-t3cpzmwj	12	10	brought	bring	VBN
cord-229393-t3cpzmwj	12	11	to	to	IN
cord-229393-t3cpzmwj	12	12	light	light	NN
cord-229393-t3cpzmwj	12	13	when	when	WRB
cord-229393-t3cpzmwj	12	14	in	in	IN
cord-229393-t3cpzmwj	12	15	December	December	NNP
cord-229393-t3cpzmwj	12	16	2013	2013	CD
cord-229393-t3cpzmwj	12	17	,	,	,
cord-229393-t3cpzmwj	12	18	the	the	DT
cord-229393-t3cpzmwj	12	19	first	first	JJ
cord-229393-t3cpzmwj	12	20	cases	case	NNS
cord-229393-t3cpzmwj	12	21	of	of	IN
cord-229393-t3cpzmwj	12	22	Chikungunya	Chikungunya	NNP
cord-229393-t3cpzmwj	12	23	virus	virus	NN
cord-229393-t3cpzmwj	12	24	appeared	appear	VBD
cord-229393-t3cpzmwj	12	25	in	in	IN
cord-229393-t3cpzmwj	12	26	the	the	DT
cord-229393-t3cpzmwj	12	27	Americas	Americas	NNPS
cord-229393-t3cpzmwj	12	28	.	.	.
cord-229393-t3cpzmwj	13	1	In	in	IN
cord-229393-t3cpzmwj	13	2	2014	2014	CD
cord-229393-t3cpzmwj	13	3	DARPA	DARPA	NNP
cord-229393-t3cpzmwj	13	4	announced	announce	VBD
cord-229393-t3cpzmwj	13	5	a	a	DT
cord-229393-t3cpzmwj	13	6	Grand	Grand	NNP
cord-229393-t3cpzmwj	13	7	Challenge	Challenge	NNP
cord-229393-t3cpzmwj	13	8	[	[	-LRB-
cord-229393-t3cpzmwj	13	9	1	1	CD
cord-229393-t3cpzmwj	13	10	]	]	-RRB-
cord-229393-t3cpzmwj	13	11	to	to	TO
cord-229393-t3cpzmwj	13	12	predict	predict	VB
cord-229393-t3cpzmwj	13	13	the	the	DT
cord-229393-t3cpzmwj	13	14	spread	spread	NN
cord-229393-t3cpzmwj	13	15	of	of	IN
cord-229393-t3cpzmwj	13	16	Chikungunya	Chikungunya	NNP
cord-229393-t3cpzmwj	13	17	virus	virus	NN
cord-229393-t3cpzmwj	13	18	in	in	IN
cord-229393-t3cpzmwj	13	19	55	55	CD
cord-229393-t3cpzmwj	13	20	countries	country	NNS
cord-229393-t3cpzmwj	13	21	of	of	IN
cord-229393-t3cpzmwj	13	22	the	the	DT
cord-229393-t3cpzmwj	13	23	western	western	JJ
cord-229393-t3cpzmwj	13	24	hemisphere	hemisphere	NN
cord-229393-t3cpzmwj	13	25	.	.	.
cord-229393-t3cpzmwj	14	1	Through	through	IN
cord-229393-t3cpzmwj	14	2	monthly	monthly	JJ
cord-229393-t3cpzmwj	14	3	predictions	prediction	NNS
cord-229393-t3cpzmwj	14	4	and	and	CC
cord-229393-t3cpzmwj	14	5	reevaluation	reevaluation	NN
cord-229393-t3cpzmwj	14	6	over	over	IN
cord-229393-t3cpzmwj	14	7	seven	seven	CD
cord-229393-t3cpzmwj	14	8	months	month	NNS
cord-229393-t3cpzmwj	14	9	,	,	,
cord-229393-t3cpzmwj	14	10	DARPA	DARPA	NNP
cord-229393-t3cpzmwj	14	11	announced	announce	VBD
cord-229393-t3cpzmwj	14	12	the	the	DT
cord-229393-t3cpzmwj	14	13	top	top	JJ
cord-229393-t3cpzmwj	14	14	winners	winner	NNS
cord-229393-t3cpzmwj	14	15	of	of	IN
cord-229393-t3cpzmwj	14	16	the	the	DT
cord-229393-t3cpzmwj	14	17	challenge	challenge	NN
cord-229393-t3cpzmwj	14	18	which	which	WDT
cord-229393-t3cpzmwj	14	19	included	include	VBD
cord-229393-t3cpzmwj	14	20	our	-PRON-	PRP$
cord-229393-t3cpzmwj	14	21	team	team	NN
cord-229393-t3cpzmwj	14	22	[	[	-LRB-
cord-229393-t3cpzmwj	14	23	2	2	CD
cord-229393-t3cpzmwj	14	24	]	]	-RRB-
cord-229393-t3cpzmwj	14	25	.	.	.
cord-229393-t3cpzmwj	15	1	While	while	IN
cord-229393-t3cpzmwj	15	2	many	many	JJ
cord-229393-t3cpzmwj	15	3	winning	winning	NN
cord-229393-t3cpzmwj	15	4	methods	method	NNS
cord-229393-t3cpzmwj	15	5	relied	rely	VBN
cord-229393-t3cpzmwj	15	6	on	on	IN
cord-229393-t3cpzmwj	15	7	manual	manual	JJ
cord-229393-t3cpzmwj	15	8	adjustments	adjustment	NNS
cord-229393-t3cpzmwj	15	9	for	for	IN
cord-229393-t3cpzmwj	15	10	generating	generate	VBG
cord-229393-t3cpzmwj	15	11	predictions	prediction	NNS
cord-229393-t3cpzmwj	15	12	,	,	,
cord-229393-t3cpzmwj	15	13	ours	-PRON-	PRP
cord-229393-t3cpzmwj	15	14	was	be	VBD
cord-229393-t3cpzmwj	15	15	a	a	DT
cord-229393-t3cpzmwj	15	16	completely	completely	RB
cord-229393-t3cpzmwj	15	17	automated	automate	VBN
cord-229393-t3cpzmwj	15	18	approach	approach	NN
cord-229393-t3cpzmwj	15	19	,	,	,
cord-229393-t3cpzmwj	15	20	thus	thus	RB
cord-229393-t3cpzmwj	15	21	more	more	RBR
cord-229393-t3cpzmwj	15	22	generalizable	generalizable	JJ
cord-229393-t3cpzmwj	15	23	.	.	.
cord-229393-t3cpzmwj	16	1	However	however	RB
cord-229393-t3cpzmwj	16	2	,	,	,
cord-229393-t3cpzmwj	16	3	training	train	VBG
cord-229393-t3cpzmwj	16	4	such	such	PDT
cord-229393-t3cpzmwj	16	5	a	a	DT
cord-229393-t3cpzmwj	16	6	model	model	NN
cord-229393-t3cpzmwj	16	7	with	with	IN
cord-229393-t3cpzmwj	16	8	rapidly	rapidly	RB
cord-229393-t3cpzmwj	16	9	changing	change	VBG
cord-229393-t3cpzmwj	16	10	epidemic	epidemic	NN
cord-229393-t3cpzmwj	16	11	trends	trend	NNS
cord-229393-t3cpzmwj	16	12	is	be	VBZ
cord-229393-t3cpzmwj	16	13	difficult	difficult	JJ
cord-229393-t3cpzmwj	16	14	.	.	.
cord-229393-t3cpzmwj	17	1	Often	often	RB
cord-229393-t3cpzmwj	17	2	epidemic	epidemic	NN
cord-229393-t3cpzmwj	17	3	models	model	NNS
cord-229393-t3cpzmwj	17	4	are	be	VBP
cord-229393-t3cpzmwj	17	5	trained	train	VBN
cord-229393-t3cpzmwj	17	6	through	through	IN
cord-229393-t3cpzmwj	17	7	numerical	numerical	JJ
cord-229393-t3cpzmwj	17	8	solutions	solution	NNS
cord-229393-t3cpzmwj	17	9	to	to	IN
cord-229393-t3cpzmwj	17	10	differential	differential	JJ
cord-229393-t3cpzmwj	17	11	equations	equation	NNS
cord-229393-t3cpzmwj	17	12	[	[	-LRB-
cord-229393-t3cpzmwj	17	13	3	3	CD
cord-229393-t3cpzmwj	17	14	]	]	-RRB-
cord-229393-t3cpzmwj	17	15	or	or	CC
cord-229393-t3cpzmwj	17	16	through	through	IN
cord-229393-t3cpzmwj	17	17	Bayesian	bayesian	JJ
cord-229393-t3cpzmwj	17	18	inference	inference	NN
cord-229393-t3cpzmwj	17	19	[	[	-LRB-
cord-229393-t3cpzmwj	17	20	4	4	CD
cord-229393-t3cpzmwj	17	21	,	,	,
cord-229393-t3cpzmwj	17	22	5	5	CD
cord-229393-t3cpzmwj	17	23	]	]	-RRB-
cord-229393-t3cpzmwj	17	24	.	.	.
cord-229393-t3cpzmwj	18	1	Instead	instead	RB
cord-229393-t3cpzmwj	18	2	,	,	,
cord-229393-t3cpzmwj	18	3	we	-PRON-	PRP
cord-229393-t3cpzmwj	18	4	transform	transform	VBP
cord-229393-t3cpzmwj	18	5	the	the	DT
cord-229393-t3cpzmwj	18	6	model	model	NN
cord-229393-t3cpzmwj	18	7	into	into	IN
cord-229393-t3cpzmwj	18	8	a	a	DT
cord-229393-t3cpzmwj	18	9	linear	linear	JJ
cord-229393-t3cpzmwj	18	10	system	system	NN
cord-229393-t3cpzmwj	18	11	and	and	CC
cord-229393-t3cpzmwj	18	12	train	train	VB
cord-229393-t3cpzmwj	18	13	it	-PRON-	PRP
cord-229393-t3cpzmwj	18	14	using	use	VBG
cord-229393-t3cpzmwj	18	15	weighted	weighted	JJ
cord-229393-t3cpzmwj	18	16	least	least	JJS
cord-229393-t3cpzmwj	18	17	squares	square	NNS
cord-229393-t3cpzmwj	18	18	.	.	.
cord-229393-t3cpzmwj	19	1	The	the	DT
cord-229393-t3cpzmwj	19	2	more	more	RBR
cord-229393-t3cpzmwj	19	3	recent	recent	JJ
cord-229393-t3cpzmwj	19	4	data	datum	NNS
cord-229393-t3cpzmwj	19	5	is	be	VBZ
cord-229393-t3cpzmwj	19	6	more	more	RBR
cord-229393-t3cpzmwj	19	7	heavily	heavily	RB
cord-229393-t3cpzmwj	19	8	weighted	weight	VBN
cord-229393-t3cpzmwj	19	9	to	to	TO
cord-229393-t3cpzmwj	19	10	adapt	adapt	VB
cord-229393-t3cpzmwj	19	11	to	to	TO
cord-229393-t3cpzmwj	19	12	rapidly	rapidly	RB
cord-229393-t3cpzmwj	19	13	changing	change	VBG
cord-229393-t3cpzmwj	19	14	trends	trend	NNS
cord-229393-t3cpzmwj	19	15	.	.	.
cord-229393-t3cpzmwj	20	1	Further	further	RB
cord-229393-t3cpzmwj	20	2	,	,	,
cord-229393-t3cpzmwj	20	3	we	-PRON-	PRP
cord-229393-t3cpzmwj	20	4	explore	explore	VBP
cord-229393-t3cpzmwj	20	5	various	various	JJ
cord-229393-t3cpzmwj	20	6	hyper	hyper	JJ
cord-229393-t3cpzmwj	20	7	-	-	JJ
cord-229393-t3cpzmwj	20	8	parameter	parameter	NN
cord-229393-t3cpzmwj	20	9	selection	selection	NN
cord-229393-t3cpzmwj	20	10	strategies	strategy	NNS
cord-229393-t3cpzmwj	20	11	to	to	TO
cord-229393-t3cpzmwj	20	12	identify	identify	VB
cord-229393-t3cpzmwj	20	13	the	the	DT
cord-229393-t3cpzmwj	20	14	best	good	JJS
cord-229393-t3cpzmwj	20	15	model	model	NN
cord-229393-t3cpzmwj	20	16	.	.	.
cord-229393-t3cpzmwj	21	1	Learning	learn	VBG
cord-229393-t3cpzmwj	21	2	the	the	DT
cord-229393-t3cpzmwj	21	3	model	model	NN
cord-229393-t3cpzmwj	21	4	also	also	RB
cord-229393-t3cpzmwj	21	5	enables	enable	VBZ
cord-229393-t3cpzmwj	21	6	understanding	understanding	NN
cord-229393-t3cpzmwj	21	7	of	of	IN
cord-229393-t3cpzmwj	21	8	the	the	DT
cord-229393-t3cpzmwj	21	9	dynamics	dynamic	NNS
cord-229393-t3cpzmwj	21	10	of	of	IN
cord-229393-t3cpzmwj	21	11	the	the	DT
cord-229393-t3cpzmwj	21	12	epidemic	epidemic	NN
cord-229393-t3cpzmwj	21	13	and	and	CC
cord-229393-t3cpzmwj	21	14	how	how	WRB
cord-229393-t3cpzmwj	21	15	it	-PRON-	PRP
cord-229393-t3cpzmwj	21	16	has	have	VBZ
cord-229393-t3cpzmwj	21	17	changed	change	VBN
cord-229393-t3cpzmwj	21	18	over	over	IN
cord-229393-t3cpzmwj	21	19	time	time	NN
cord-229393-t3cpzmwj	21	20	.	.	.
cord-229393-t3cpzmwj	22	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	22	2	utilize	utilize	VBP
cord-229393-t3cpzmwj	22	3	the	the	DT
cord-229393-t3cpzmwj	22	4	changing	change	VBG
cord-229393-t3cpzmwj	22	5	parameters	parameter	NNS
cord-229393-t3cpzmwj	22	6	to	to	TO
cord-229393-t3cpzmwj	22	7	study	study	VB
cord-229393-t3cpzmwj	22	8	how	how	WRB
cord-229393-t3cpzmwj	22	9	various	various	JJ
cord-229393-t3cpzmwj	22	10	countries	country	NNS
cord-229393-t3cpzmwj	22	11	and	and	CC
cord-229393-t3cpzmwj	22	12	US	US	NNP
cord-229393-t3cpzmwj	22	13	states	state	NNS
cord-229393-t3cpzmwj	22	14	have	have	VBP
cord-229393-t3cpzmwj	22	15	responded	respond	VBN
cord-229393-t3cpzmwj	22	16	to	to	IN
cord-229393-t3cpzmwj	22	17	the	the	DT
cord-229393-t3cpzmwj	22	18	epidemic	epidemic	NN
cord-229393-t3cpzmwj	22	19	.	.	.
cord-229393-t3cpzmwj	23	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	23	2	do	do	VBP
cord-229393-t3cpzmwj	23	3	so	so	RB
cord-229393-t3cpzmwj	23	4	by	by	IN
cord-229393-t3cpzmwj	23	5	proposing	propose	VBG
cord-229393-t3cpzmwj	23	6	two	two	CD
cord-229393-t3cpzmwj	23	7	measures	measure	NNS
cord-229393-t3cpzmwj	23	8	:	:	:
cord-229393-t3cpzmwj	24	1	(	(	-LRB-
cord-229393-t3cpzmwj	24	2	i	i	NN
cord-229393-t3cpzmwj	24	3	)	)	-RRB-
cord-229393-t3cpzmwj	24	4	Contact	Contact	NNP
cord-229393-t3cpzmwj	24	5	Reduction	Reduction	NNP
cord-229393-t3cpzmwj	24	6	Score	Score	NNP
cord-229393-t3cpzmwj	24	7	that	that	WDT
cord-229393-t3cpzmwj	24	8	measure	measure	VBP
cord-229393-t3cpzmwj	24	9	how	how	WRB
cord-229393-t3cpzmwj	24	10	much	much	JJ
cord-229393-t3cpzmwj	24	11	a	a	DT
cord-229393-t3cpzmwj	24	12	region	region	NN
cord-229393-t3cpzmwj	24	13	has	have	VBZ
cord-229393-t3cpzmwj	24	14	reduced	reduce	VBN
cord-229393-t3cpzmwj	24	15	transmission	transmission	NN
cord-229393-t3cpzmwj	24	16	;	;	,
cord-229393-t3cpzmwj	24	17	(	(	-LRB-
cord-229393-t3cpzmwj	24	18	ii	ii	NN
cord-229393-t3cpzmwj	24	19	)	)	-RRB-
cord-229393-t3cpzmwj	24	20	and	and	CC
cord-229393-t3cpzmwj	24	21	Epidemic	Epidemic	NNP
cord-229393-t3cpzmwj	24	22	Reduction	Reduction	NNP
cord-229393-t3cpzmwj	24	23	Score	Score	NNP
cord-229393-t3cpzmwj	24	24	that	that	WDT
cord-229393-t3cpzmwj	24	25	measures	measure	VBZ
cord-229393-t3cpzmwj	24	26	how	how	WRB
cord-229393-t3cpzmwj	24	27	much	much	JJ
cord-229393-t3cpzmwj	24	28	reduction	reduction	NN
cord-229393-t3cpzmwj	24	29	in	in	IN
cord-229393-t3cpzmwj	24	30	confirmed	confirm	VBN
cord-229393-t3cpzmwj	24	31	cases	case	NNS
cord-229393-t3cpzmwj	24	32	a	a	DT
cord-229393-t3cpzmwj	24	33	region	region	NN
cord-229393-t3cpzmwj	24	34	has	have	VBZ
cord-229393-t3cpzmwj	24	35	achieved	achieve	VBN
cord-229393-t3cpzmwj	24	36	compared	compare	VBN
cord-229393-t3cpzmwj	24	37	to	to	IN
cord-229393-t3cpzmwj	24	38	a	a	DT
cord-229393-t3cpzmwj	24	39	hypothetical	hypothetical	JJ
cord-229393-t3cpzmwj	24	40	scenario	scenario	NN
cord-229393-t3cpzmwj	24	41	where	where	WRB
cord-229393-t3cpzmwj	24	42	the	the	DT
cord-229393-t3cpzmwj	24	43	trends	trend	NNS
cord-229393-t3cpzmwj	24	44	had	have	VBD
cord-229393-t3cpzmwj	24	45	remained	remain	VBN
cord-229393-t3cpzmwj	24	46	the	the	DT
cord-229393-t3cpzmwj	24	47	same	same	JJ
cord-229393-t3cpzmwj	24	48	as	as	IN
cord-229393-t3cpzmwj	24	49	a	a	DT
cord-229393-t3cpzmwj	24	50	reference	reference	NN
cord-229393-t3cpzmwj	24	51	day	day	NN
cord-229393-t3cpzmwj	24	52	in	in	IN
cord-229393-t3cpzmwj	24	53	the	the	DT
cord-229393-t3cpzmwj	24	54	past	past	NN
cord-229393-t3cpzmwj	24	55	.	.	.
cord-229393-t3cpzmwj	25	1	Further	further	RB
cord-229393-t3cpzmwj	25	2	it	-PRON-	PRP
cord-229393-t3cpzmwj	25	3	enables	enable	VBZ
cord-229393-t3cpzmwj	25	4	analysis	analysis	NN
cord-229393-t3cpzmwj	25	5	of	of	IN
cord-229393-t3cpzmwj	25	6	scenarios	scenario	NNS
cord-229393-t3cpzmwj	25	7	into	into	IN
cord-229393-t3cpzmwj	25	8	the	the	DT
cord-229393-t3cpzmwj	25	9	future	future	NN
cord-229393-t3cpzmwj	25	10	,	,	,
cord-229393-t3cpzmwj	25	11	for	for	IN
cord-229393-t3cpzmwj	25	12	instance	instance	NN
cord-229393-t3cpzmwj	25	13	,	,	,
cord-229393-t3cpzmwj	25	14	what	what	WP
cord-229393-t3cpzmwj	25	15	would	would	MD
cord-229393-t3cpzmwj	25	16	be	be	VB
cord-229393-t3cpzmwj	25	17	the	the	DT
cord-229393-t3cpzmwj	25	18	trend	trend	NN
cord-229393-t3cpzmwj	25	19	of	of	IN
cord-229393-t3cpzmwj	25	20	the	the	DT
cord-229393-t3cpzmwj	25	21	epidemic	epidemic	NN
cord-229393-t3cpzmwj	25	22	if	if	IN
cord-229393-t3cpzmwj	25	23	social	social	JJ
cord-229393-t3cpzmwj	25	24	distancing	distancing	NN
cord-229393-t3cpzmwj	25	25	orders	order	NNS
cord-229393-t3cpzmwj	25	26	were	be	VBD
cord-229393-t3cpzmwj	25	27	released	release	VBN
cord-229393-t3cpzmwj	25	28	.	.	.
cord-229393-t3cpzmwj	26	1	While	while	IN
cord-229393-t3cpzmwj	26	2	we	-PRON-	PRP
cord-229393-t3cpzmwj	26	3	perform	perform	VBP
cord-229393-t3cpzmwj	26	4	our	-PRON-	PRP$
cord-229393-t3cpzmwj	26	5	analysis	analysis	NN
cord-229393-t3cpzmwj	26	6	at	at	IN
cord-229393-t3cpzmwj	26	7	state	state	NN
cord-229393-t3cpzmwj	26	8	and	and	CC
cord-229393-t3cpzmwj	26	9	country	country	NN
cord-229393-t3cpzmwj	26	10	level	level	NN
cord-229393-t3cpzmwj	26	11	.	.	.
cord-229393-t3cpzmwj	27	1	In	in	IN
cord-229393-t3cpzmwj	27	2	the	the	DT
cord-229393-t3cpzmwj	27	3	future	future	NN
cord-229393-t3cpzmwj	27	4	,	,	,
cord-229393-t3cpzmwj	27	5	we	-PRON-	PRP
cord-229393-t3cpzmwj	27	6	plan	plan	VBP
cord-229393-t3cpzmwj	27	7	to	to	TO
cord-229393-t3cpzmwj	27	8	generate	generate	VB
cord-229393-t3cpzmwj	27	9	similar	similar	JJ
cord-229393-t3cpzmwj	27	10	predictions	prediction	NNS
cord-229393-t3cpzmwj	27	11	at	at	IN
cord-229393-t3cpzmwj	27	12	county	county	NN
cord-229393-t3cpzmwj	27	13	and	and	CC
cord-229393-t3cpzmwj	27	14	city	city	NN
cord-229393-t3cpzmwj	27	15	level	level	NN
cord-229393-t3cpzmwj	27	16	.	.	.
cord-229393-t3cpzmwj	28	1	Applying	apply	VBG
cord-229393-t3cpzmwj	28	2	such	such	JJ
cord-229393-t3cpzmwj	28	3	machine	machine	NN
cord-229393-t3cpzmwj	28	4	learning	learning	NN
cord-229393-t3cpzmwj	28	5	-	-	HYPH
cord-229393-t3cpzmwj	28	6	based	base	VBN
cord-229393-t3cpzmwj	28	7	models	model	NNS
cord-229393-t3cpzmwj	28	8	to	to	IN
cord-229393-t3cpzmwj	28	9	a	a	DT
cord-229393-t3cpzmwj	28	10	finer	fine	JJR
cord-229393-t3cpzmwj	28	11	level	level	NN
cord-229393-t3cpzmwj	28	12	(	(	-LRB-
cord-229393-t3cpzmwj	28	13	from	from	IN
cord-229393-t3cpzmwj	28	14	countries	country	NNS
cord-229393-t3cpzmwj	28	15	to	to	IN
cord-229393-t3cpzmwj	28	16	states	state	NNS
cord-229393-t3cpzmwj	28	17	/	/	SYM
cord-229393-t3cpzmwj	28	18	cities	city	NNS
cord-229393-t3cpzmwj	28	19	)	)	-RRB-
cord-229393-t3cpzmwj	28	20	and	and	CC
cord-229393-t3cpzmwj	28	21	larger	large	JJR
cord-229393-t3cpzmwj	28	22	scale	scale	NN
cord-229393-t3cpzmwj	28	23	(	(	-LRB-
cord-229393-t3cpzmwj	28	24	more	more	RBR
cord-229393-t3cpzmwj	28	25	'	'	``
cord-229393-t3cpzmwj	28	26	regions	region	NNS
cord-229393-t3cpzmwj	28	27	'	'	''
cord-229393-t3cpzmwj	28	28	of	of	IN
cord-229393-t3cpzmwj	28	29	the	the	DT
cord-229393-t3cpzmwj	28	30	world	world	NN
cord-229393-t3cpzmwj	28	31	)	)	-RRB-
cord-229393-t3cpzmwj	28	32	brings	bring	VBZ
cord-229393-t3cpzmwj	28	33	unique	unique	JJ
cord-229393-t3cpzmwj	28	34	challenges	challenge	NNS
cord-229393-t3cpzmwj	28	35	in	in	IN
cord-229393-t3cpzmwj	28	36	terms	term	NNS
cord-229393-t3cpzmwj	28	37	of	of	IN
cord-229393-t3cpzmwj	28	38	unreported	unreported	JJ
cord-229393-t3cpzmwj	28	39	/	/	SYM
cord-229393-t3cpzmwj	28	40	noisy	noisy	JJ
cord-229393-t3cpzmwj	28	41	data	datum	NNS
cord-229393-t3cpzmwj	28	42	and	and	CC
cord-229393-t3cpzmwj	28	43	large	large	JJ
cord-229393-t3cpzmwj	28	44	number	number	NN
cord-229393-t3cpzmwj	28	45	of	of	IN
cord-229393-t3cpzmwj	28	46	model	model	NN
cord-229393-t3cpzmwj	28	47	parameters	parameter	NNS
cord-229393-t3cpzmwj	28	48	,	,	,
cord-229393-t3cpzmwj	28	49	which	which	WDT
cord-229393-t3cpzmwj	28	50	will	will	MD
cord-229393-t3cpzmwj	28	51	be	be	VB
cord-229393-t3cpzmwj	28	52	explored	explore	VBN
cord-229393-t3cpzmwj	28	53	in	in	IN
cord-229393-t3cpzmwj	28	54	a	a	DT
cord-229393-t3cpzmwj	28	55	future	future	JJ
cord-229393-t3cpzmwj	28	56	work	work	NN
cord-229393-t3cpzmwj	28	57	.	.	.
cord-229393-t3cpzmwj	29	1	In	in	IN
cord-229393-t3cpzmwj	29	2	this	this	DT
cord-229393-t3cpzmwj	29	3	paper	paper	NN
cord-229393-t3cpzmwj	29	4	,	,	,
cord-229393-t3cpzmwj	29	5	we	-PRON-	PRP
cord-229393-t3cpzmwj	29	6	present	present	VBP
cord-229393-t3cpzmwj	29	7	some	some	DT
cord-229393-t3cpzmwj	29	8	of	of	IN
cord-229393-t3cpzmwj	29	9	our	-PRON-	PRP$
cord-229393-t3cpzmwj	29	10	initial	initial	JJ
cord-229393-t3cpzmwj	29	11	results	result	NNS
cord-229393-t3cpzmwj	29	12	on	on	IN
cord-229393-t3cpzmwj	29	13	country	country	NN
cord-229393-t3cpzmwj	29	14	and	and	CC
cord-229393-t3cpzmwj	29	15	state	state	NN
cord-229393-t3cpzmwj	29	16	-	-	HYPH
cord-229393-t3cpzmwj	29	17	level	level	NN
cord-229393-t3cpzmwj	29	18	predictions	prediction	NNS
cord-229393-t3cpzmwj	29	19	.	.	.
cord-229393-t3cpzmwj	30	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	30	2	forecast	forecast	VBP
cord-229393-t3cpzmwj	30	3	number	number	NN
cord-229393-t3cpzmwj	30	4	of	of	IN
cord-229393-t3cpzmwj	30	5	reported	report	VBN
cord-229393-t3cpzmwj	30	6	cases	case	NNS
cord-229393-t3cpzmwj	30	7	for	for	IN
cord-229393-t3cpzmwj	30	8	US	US	NNP
cord-229393-t3cpzmwj	30	9	states	state	NNS
cord-229393-t3cpzmwj	30	10	and	and	CC
cord-229393-t3cpzmwj	30	11	for	for	IN
cord-229393-t3cpzmwj	30	12	all	all	PDT
cord-229393-t3cpzmwj	30	13	the	the	DT
cord-229393-t3cpzmwj	30	14	countries	country	NNS
cord-229393-t3cpzmwj	30	15	.	.	.
cord-229393-t3cpzmwj	31	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	31	2	understand	understand	VBP
cord-229393-t3cpzmwj	31	3	that	that	IN
cord-229393-t3cpzmwj	31	4	majority	majority	NN
cord-229393-t3cpzmwj	31	5	of	of	IN
cord-229393-t3cpzmwj	31	6	the	the	DT
cord-229393-t3cpzmwj	31	7	infections	infection	NNS
cord-229393-t3cpzmwj	31	8	are	be	VBP
cord-229393-t3cpzmwj	31	9	conjectured	conjecture	VBN
cord-229393-t3cpzmwj	31	10	to	to	TO
cord-229393-t3cpzmwj	31	11	be	be	VB
cord-229393-t3cpzmwj	31	12	unreported	unreported	JJ
cord-229393-t3cpzmwj	31	13	[	[	-LRB-
cord-229393-t3cpzmwj	31	14	6	6	CD
cord-229393-t3cpzmwj	31	15	]	]	-RRB-
cord-229393-t3cpzmwj	31	16	.	.	.
cord-229393-t3cpzmwj	32	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	32	2	still	still	RB
cord-229393-t3cpzmwj	32	3	believe	believe	VBP
cord-229393-t3cpzmwj	32	4	that	that	IN
cord-229393-t3cpzmwj	32	5	number	number	NN
cord-229393-t3cpzmwj	32	6	of	of	IN
cord-229393-t3cpzmwj	32	7	reported	report	VBN
cord-229393-t3cpzmwj	32	8	cases	case	NNS
cord-229393-t3cpzmwj	32	9	is	be	VBZ
cord-229393-t3cpzmwj	32	10	a	a	DT
cord-229393-t3cpzmwj	32	11	good	good	JJ
cord-229393-t3cpzmwj	32	12	indicator	indicator	NN
cord-229393-t3cpzmwj	32	13	of	of	IN
cord-229393-t3cpzmwj	32	14	the	the	DT
cord-229393-t3cpzmwj	32	15	stress	stress	NN
cord-229393-t3cpzmwj	32	16	on	on	IN
cord-229393-t3cpzmwj	32	17	the	the	DT
cord-229393-t3cpzmwj	32	18	healthcare	healthcare	NN
cord-229393-t3cpzmwj	32	19	system	system	NN
cord-229393-t3cpzmwj	32	20	.	.	.
cord-229393-t3cpzmwj	33	1	Henceforth	henceforth	RB
cord-229393-t3cpzmwj	33	2	,	,	,
cord-229393-t3cpzmwj	33	3	"	"	``
cord-229393-t3cpzmwj	33	4	number	number	NN
cord-229393-t3cpzmwj	33	5	of	of	IN
cord-229393-t3cpzmwj	33	6	infected	infected	JJ
cord-229393-t3cpzmwj	33	7	cases	case	NNS
cord-229393-t3cpzmwj	33	8	"	"	''
cord-229393-t3cpzmwj	33	9	refers	refer	VBZ
cord-229393-t3cpzmwj	33	10	to	to	IN
cord-229393-t3cpzmwj	33	11	the	the	DT
cord-229393-t3cpzmwj	33	12	number	number	NN
cord-229393-t3cpzmwj	33	13	of	of	IN
cord-229393-t3cpzmwj	33	14	reported	report	VBN
cord-229393-t3cpzmwj	33	15	cases	case	NNS
cord-229393-t3cpzmwj	33	16	.	.	.
cord-229393-t3cpzmwj	34	1	In	in	IN
cord-229393-t3cpzmwj	34	2	future	future	JJ
cord-229393-t3cpzmwj	34	3	work	work	NN
cord-229393-t3cpzmwj	34	4	,	,	,
cord-229393-t3cpzmwj	34	5	we	-PRON-	PRP
cord-229393-t3cpzmwj	34	6	plan	plan	VBP
cord-229393-t3cpzmwj	34	7	to	to	TO
cord-229393-t3cpzmwj	34	8	incorporate	incorporate	VB
cord-229393-t3cpzmwj	34	9	modeling	modeling	NN
cord-229393-t3cpzmwj	34	10	of	of	IN
cord-229393-t3cpzmwj	34	11	unreported	unreported	JJ
cord-229393-t3cpzmwj	34	12	cases	case	NNS
cord-229393-t3cpzmwj	34	13	informed	inform	VBN
cord-229393-t3cpzmwj	34	14	by	by	IN
cord-229393-t3cpzmwj	34	15	various	various	JJ
cord-229393-t3cpzmwj	34	16	ongoing	ongoing	JJ
cord-229393-t3cpzmwj	34	17	antibodies	antibody	NNS
cord-229393-t3cpzmwj	34	18	studies	study	NNS
cord-229393-t3cpzmwj	34	19	.	.	.
cord-229393-t3cpzmwj	35	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	35	2	are	be	VBP
cord-229393-t3cpzmwj	35	3	also	also	RB
cord-229393-t3cpzmwj	35	4	developing	develop	VBG
cord-229393-t3cpzmwj	35	5	an	an	DT
cord-229393-t3cpzmwj	35	6	interactive	interactive	JJ
cord-229393-t3cpzmwj	35	7	customizable	customizable	JJ
cord-229393-t3cpzmwj	35	8	tool	tool	NN
cord-229393-t3cpzmwj	35	9	that	that	WDT
cord-229393-t3cpzmwj	35	10	can	can	MD
cord-229393-t3cpzmwj	35	11	be	be	VB
cord-229393-t3cpzmwj	35	12	used	use	VBN
cord-229393-t3cpzmwj	35	13	to	to	TO
cord-229393-t3cpzmwj	35	14	perform	perform	VB
cord-229393-t3cpzmwj	35	15	predictions	prediction	NNS
cord-229393-t3cpzmwj	35	16	using	use	VBG
cord-229393-t3cpzmwj	35	17	our	-PRON-	PRP$
cord-229393-t3cpzmwj	35	18	model	model	NN
cord-229393-t3cpzmwj	35	19	.	.	.
cord-229393-t3cpzmwj	36	1	A	a	DT
cord-229393-t3cpzmwj	36	2	preliminary	preliminary	JJ
cord-229393-t3cpzmwj	36	3	version	version	NN
cord-229393-t3cpzmwj	36	4	of	of	IN
cord-229393-t3cpzmwj	36	5	the	the	DT
cord-229393-t3cpzmwj	36	6	tool	tool	NN
cord-229393-t3cpzmwj	36	7	has	have	VBZ
cord-229393-t3cpzmwj	36	8	been	be	VBN
cord-229393-t3cpzmwj	36	9	made	make	VBN
cord-229393-t3cpzmwj	36	10	publicly	publicly	RB
cord-229393-t3cpzmwj	36	11	available	available	JJ
cord-229393-t3cpzmwj	36	12	1	1	CD
cord-229393-t3cpzmwj	36	13	.	.	.
cord-229393-t3cpzmwj	37	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	37	2	propose	propose	VBP
cord-229393-t3cpzmwj	37	3	an	an	DT
cord-229393-t3cpzmwj	37	4	epidemic	epidemic	NN
cord-229393-t3cpzmwj	37	5	model	model	NN
cord-229393-t3cpzmwj	37	6	(	(	-LRB-
cord-229393-t3cpzmwj	37	7	Fig	fig	NN
cord-229393-t3cpzmwj	37	8	.	.	.
cord-229393-t3cpzmwj	37	9	1	1	CD
cord-229393-t3cpzmwj	37	10	)	)	-RRB-
cord-229393-t3cpzmwj	37	11	for	for	IN
cord-229393-t3cpzmwj	37	12	spread	spread	NN
cord-229393-t3cpzmwj	37	13	of	of	IN
cord-229393-t3cpzmwj	37	14	a	a	DT
cord-229393-t3cpzmwj	37	15	virus	virus	NN
cord-229393-t3cpzmwj	37	16	like	like	IN
cord-229393-t3cpzmwj	37	17	COVID-19	covid-19	VB
cord-229393-t3cpzmwj	37	18	across	across	IN
cord-229393-t3cpzmwj	37	19	the	the	DT
cord-229393-t3cpzmwj	37	20	world	world	NN
cord-229393-t3cpzmwj	37	21	which	which	WDT
cord-229393-t3cpzmwj	37	22	captures	capture	VBZ
cord-229393-t3cpzmwj	37	23	(	(	-LRB-
cord-229393-t3cpzmwj	37	24	i	i	NN
cord-229393-t3cpzmwj	37	25	)	)	-RRB-
cord-229393-t3cpzmwj	37	26	temporally	temporally	RB
cord-229393-t3cpzmwj	37	27	varying	vary	VBG
cord-229393-t3cpzmwj	37	28	infection	infection	NN
cord-229393-t3cpzmwj	37	29	rates	rate	NNS
cord-229393-t3cpzmwj	37	30	(	(	-LRB-
cord-229393-t3cpzmwj	37	31	ii	ii	NN
cord-229393-t3cpzmwj	37	32	)	)	-RRB-
cord-229393-t3cpzmwj	37	33	arbitrary	arbitrary	JJ
cord-229393-t3cpzmwj	37	34	regions	region	NNS
cord-229393-t3cpzmwj	37	35	,	,	,
cord-229393-t3cpzmwj	37	36	and	and	CC
cord-229393-t3cpzmwj	37	37	(	(	-LRB-
cord-229393-t3cpzmwj	37	38	iii	iii	NNP
cord-229393-t3cpzmwj	37	39	)	)	-RRB-
cord-229393-t3cpzmwj	37	40	human	human	JJ
cord-229393-t3cpzmwj	37	41	mobilty	mobilty	NNP
cord-229393-t3cpzmwj	37	42	patterns	pattern	NNS
cord-229393-t3cpzmwj	37	43	.	.	.
cord-229393-t3cpzmwj	38	1	Within	within	IN
cord-229393-t3cpzmwj	38	2	every	every	DT
cord-229393-t3cpzmwj	38	3	region	region	NN
cord-229393-t3cpzmwj	38	4	(	(	-LRB-
cord-229393-t3cpzmwj	38	5	hospital	hospital	NN
cord-229393-t3cpzmwj	38	6	/	/	SYM
cord-229393-t3cpzmwj	38	7	city	city	NN
cord-229393-t3cpzmwj	38	8	/	/	SYM
cord-229393-t3cpzmwj	38	9	state	state	NN
cord-229393-t3cpzmwj	38	10	/	/	SYM
cord-229393-t3cpzmwj	38	11	country	country	NN
cord-229393-t3cpzmwj	38	12	)	)	-RRB-
cord-229393-t3cpzmwj	38	13	,	,	,
cord-229393-t3cpzmwj	38	14	an	an	DT
cord-229393-t3cpzmwj	38	15	individual	individual	NN
cord-229393-t3cpzmwj	38	16	can	can	MD
cord-229393-t3cpzmwj	38	17	exist	exist	VB
cord-229393-t3cpzmwj	38	18	in	in	IN
cord-229393-t3cpzmwj	38	19	either	either	DT
cord-229393-t3cpzmwj	38	20	one	one	CD
cord-229393-t3cpzmwj	38	21	of	of	IN
cord-229393-t3cpzmwj	38	22	two	two	CD
cord-229393-t3cpzmwj	38	23	states	state	NNS
cord-229393-t3cpzmwj	38	24	:	:	:
cord-229393-t3cpzmwj	38	25	susceptible	susceptible	JJ
cord-229393-t3cpzmwj	38	26	and	and	CC
cord-229393-t3cpzmwj	38	27	infected	infected	JJ
cord-229393-t3cpzmwj	38	28	.	.	.
cord-229393-t3cpzmwj	39	1	A	a	DT
cord-229393-t3cpzmwj	39	2	susceptible	susceptible	JJ
cord-229393-t3cpzmwj	39	3	individual	individual	NN
cord-229393-t3cpzmwj	39	4	gets	get	VBZ
cord-229393-t3cpzmwj	39	5	infected	infect	VBN
cord-229393-t3cpzmwj	39	6	when	when	WRB
cord-229393-t3cpzmwj	39	7	in	in	IN
cord-229393-t3cpzmwj	39	8	contact	contact	NN
cord-229393-t3cpzmwj	39	9	with	with	IN
cord-229393-t3cpzmwj	39	10	an	an	DT
cord-229393-t3cpzmwj	39	11	infected	infected	JJ
cord-229393-t3cpzmwj	39	12	individual	individual	NN
cord-229393-t3cpzmwj	39	13	at	at	IN
cord-229393-t3cpzmwj	39	14	a	a	DT
cord-229393-t3cpzmwj	39	15	rate	rate	NN
cord-229393-t3cpzmwj	39	16	depending	depend	VBG
cord-229393-t3cpzmwj	39	17	on	on	IN
cord-229393-t3cpzmwj	39	18	when	when	WRB
cord-229393-t3cpzmwj	39	19	that	that	DT
cord-229393-t3cpzmwj	39	20	individual	individual	NN
cord-229393-t3cpzmwj	39	21	got	get	VBD
cord-229393-t3cpzmwj	39	22	infected	infect	VBN
cord-229393-t3cpzmwj	39	23	,	,	,
cord-229393-t3cpzmwj	39	24	i.e.	i.e.	FW
cord-229393-t3cpzmwj	39	25	,	,	,
cord-229393-t3cpzmwj	39	26	rate	rate	NN
cord-229393-t3cpzmwj	39	27	of	of	IN
cord-229393-t3cpzmwj	39	28	infection	infection	NN
cord-229393-t3cpzmwj	39	29	is	be	VBZ
cord-229393-t3cpzmwj	39	30	β	β	NN
cord-229393-t3cpzmwj	39	31	1	1	CD
cord-229393-t3cpzmwj	39	32	for	for	IN
cord-229393-t3cpzmwj	39	33	an	an	DT
cord-229393-t3cpzmwj	39	34	individual	individual	NN
cord-229393-t3cpzmwj	39	35	infected	infect	VBN
cord-229393-t3cpzmwj	39	36	at	at	IN
cord-229393-t3cpzmwj	39	37	t	t	NNP
cord-229393-t3cpzmwj	39	38	−	−	NNP
cord-229393-t3cpzmwj	39	39	1	1	CD
cord-229393-t3cpzmwj	39	40	,	,	,
cord-229393-t3cpzmwj	40	1	β	β	NN
cord-229393-t3cpzmwj	40	2	2	2	CD
cord-229393-t3cpzmwj	40	3	for	for	IN
cord-229393-t3cpzmwj	40	4	an	an	DT
cord-229393-t3cpzmwj	40	5	individual	individual	NN
cord-229393-t3cpzmwj	40	6	infected	infect	VBN
cord-229393-t3cpzmwj	40	7	at	at	IN
cord-229393-t3cpzmwj	40	8	t	t	NNP
cord-229393-t3cpzmwj	40	9	−	−	NNP
cord-229393-t3cpzmwj	40	10	2	2	CD
cord-229393-t3cpzmwj	40	11	,	,	,
cord-229393-t3cpzmwj	40	12	and	and	CC
cord-229393-t3cpzmwj	40	13	so	so	RB
cord-229393-t3cpzmwj	40	14	on	on	RB
cord-229393-t3cpzmwj	40	15	,	,	,
cord-229393-t3cpzmwj	40	16	thus	thus	RB
cord-229393-t3cpzmwj	40	17	resulting	result	VBG
cord-229393-t3cpzmwj	40	18	in	in	IN
cord-229393-t3cpzmwj	40	19	k	k	NNP
cord-229393-t3cpzmwj	40	20	sub	sub	NN
cord-229393-t3cpzmwj	40	21	-	-	NNS
cord-229393-t3cpzmwj	40	22	states	state	NNS
cord-229393-t3cpzmwj	40	23	of	of	IN
cord-229393-t3cpzmwj	40	24	infection	infection	NN
cord-229393-t3cpzmwj	40	25	.	.	.
cord-229393-t3cpzmwj	41	1	The	the	DT
cord-229393-t3cpzmwj	41	2	hypothesis	hypothesis	NN
cord-229393-t3cpzmwj	41	3	is	be	VBZ
cord-229393-t3cpzmwj	41	4	that	that	IN
cord-229393-t3cpzmwj	41	5	how	how	WRB
cord-229393-t3cpzmwj	41	6	actively	actively	RB
cord-229393-t3cpzmwj	41	7	one	one	PRP
cord-229393-t3cpzmwj	41	8	passes	pass	VBZ
cord-229393-t3cpzmwj	41	9	on	on	IN
cord-229393-t3cpzmwj	41	10	the	the	DT
cord-229393-t3cpzmwj	41	11	infection	infection	NN
cord-229393-t3cpzmwj	41	12	is	be	VBZ
cord-229393-t3cpzmwj	41	13	affected	affect	VBN
cord-229393-t3cpzmwj	41	14	by	by	IN
cord-229393-t3cpzmwj	41	15	when	when	WRB
cord-229393-t3cpzmwj	41	16	they	-PRON-	PRP
cord-229393-t3cpzmwj	41	17	get	get	VBP
cord-229393-t3cpzmwj	41	18	infected	infect	VBN
cord-229393-t3cpzmwj	41	19	.	.	.
cord-229393-t3cpzmwj	42	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	42	2	assume	assume	VBP
cord-229393-t3cpzmwj	42	3	that	that	IN
cord-229393-t3cpzmwj	42	4	after	after	IN
cord-229393-t3cpzmwj	42	5	being	be	VBG
cord-229393-t3cpzmwj	42	6	infected	infect	VBN
cord-229393-t3cpzmwj	42	7	for	for	IN
cord-229393-t3cpzmwj	42	8	a	a	DT
cord-229393-t3cpzmwj	42	9	certain	certain	JJ
cord-229393-t3cpzmwj	42	10	time	time	NN
cord-229393-t3cpzmwj	42	11	,	,	,
cord-229393-t3cpzmwj	42	12	individuals	individual	NNS
cord-229393-t3cpzmwj	42	13	no	no	RB
cord-229393-t3cpzmwj	42	14	longer	longer	RB
cord-229393-t3cpzmwj	42	15	spread	spread	VBD
cord-229393-t3cpzmwj	42	16	the	the	DT
cord-229393-t3cpzmwj	42	17	infection	infection	NN
cord-229393-t3cpzmwj	42	18	,	,	,
cord-229393-t3cpzmwj	42	19	i.e.	i.e.	FW
cord-229393-t3cpzmwj	42	20	,	,	,
cord-229393-t3cpzmwj	42	21	∃k	∃k	NNP
cord-229393-t3cpzmwj	42	22	,	,	,
cord-229393-t3cpzmwj	42	23	such	such	JJ
cord-229393-t3cpzmwj	42	24	that	that	DT
cord-229393-t3cpzmwj	43	1	β	β	NN
cord-229393-t3cpzmwj	43	2	i	i	NN
cord-229393-t3cpzmwj	43	3	=	=	SYM
cord-229393-t3cpzmwj	43	4	0∀i	0∀i	NFP
cord-229393-t3cpzmwj	44	1	>	>	XX
cord-229393-t3cpzmwj	45	1	k.	k.	NNP
cord-229393-t3cpzmwj	45	2	Also	also	RB
cord-229393-t3cpzmwj	45	3	,	,	,
cord-229393-t3cpzmwj	45	4	people	people	NNS
cord-229393-t3cpzmwj	45	5	traveling	travel	VBG
cord-229393-t3cpzmwj	45	6	from	from	IN
cord-229393-t3cpzmwj	45	7	other	other	JJ
cord-229393-t3cpzmwj	45	8	regions	region	NNS
cord-229393-t3cpzmwj	45	9	can	can	MD
cord-229393-t3cpzmwj	45	10	increase	increase	VB
cord-229393-t3cpzmwj	45	11	the	the	DT
cord-229393-t3cpzmwj	45	12	number	number	NN
cord-229393-t3cpzmwj	45	13	of	of	IN
cord-229393-t3cpzmwj	45	14	infections	infection	NNS
cord-229393-t3cpzmwj	45	15	in	in	IN
cord-229393-t3cpzmwj	45	16	a	a	DT
cord-229393-t3cpzmwj	45	17	given	give	VBN
cord-229393-t3cpzmwj	45	18	1	1	CD
cord-229393-t3cpzmwj	45	19	https://jaminche.github.io/COVID-19/	https://jaminche.github.io/COVID-19/	NNP
cord-229393-t3cpzmwj	45	20	region	region	NN
cord-229393-t3cpzmwj	45	21	.	.	.
cord-229393-t3cpzmwj	46	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	46	2	assume	assume	VBP
cord-229393-t3cpzmwj	46	3	that	that	IN
cord-229393-t3cpzmwj	46	4	this	this	DT
cord-229393-t3cpzmwj	46	5	infection	infection	NN
cord-229393-t3cpzmwj	46	6	can	can	MD
cord-229393-t3cpzmwj	46	7	happen	happen	VB
cord-229393-t3cpzmwj	46	8	because	because	IN
cord-229393-t3cpzmwj	46	9	of	of	IN
cord-229393-t3cpzmwj	46	10	human	human	JJ
cord-229393-t3cpzmwj	46	11	mobility	mobility	NN
cord-229393-t3cpzmwj	46	12	.	.	.
cord-229393-t3cpzmwj	47	1	Suppose	suppose	VB
cord-229393-t3cpzmwj	47	2	F	F	NNP
cord-229393-t3cpzmwj	47	3	(	(	-LRB-
cord-229393-t3cpzmwj	47	4	q	q	NNP
cord-229393-t3cpzmwj	47	5	,	,	,
cord-229393-t3cpzmwj	47	6	p	p	NNP
cord-229393-t3cpzmwj	47	7	)	)	-RRB-
cord-229393-t3cpzmwj	47	8	represents	represent	VBZ
cord-229393-t3cpzmwj	47	9	mobility	mobility	NN
cord-229393-t3cpzmwj	47	10	from	from	IN
cord-229393-t3cpzmwj	47	11	region	region	NN
cord-229393-t3cpzmwj	47	12	q	q	NNP
cord-229393-t3cpzmwj	47	13	to	to	IN
cord-229393-t3cpzmwj	47	14	region	region	NN
cord-229393-t3cpzmwj	48	1	p.	p.	NN
cord-229393-t3cpzmwj	49	1	Our	-PRON-	PRP$
cord-229393-t3cpzmwj	49	2	model	model	NN
cord-229393-t3cpzmwj	49	3	is	be	VBZ
cord-229393-t3cpzmwj	49	4	represented	represent	VBN
cord-229393-t3cpzmwj	49	5	by	by	IN
cord-229393-t3cpzmwj	49	6	the	the	DT
cord-229393-t3cpzmwj	49	7	following	follow	VBG
cord-229393-t3cpzmwj	49	8	system	system	NN
cord-229393-t3cpzmwj	49	9	of	of	IN
cord-229393-t3cpzmwj	49	10	equations	equation	NNS
cord-229393-t3cpzmwj	49	11	.	.	.
cord-229393-t3cpzmwj	50	1	Here	here	RB
cord-229393-t3cpzmwj	50	2	,	,	,
cord-229393-t3cpzmwj	50	3	S	s	NN
cord-229393-t3cpzmwj	50	4	p	p	NN
cord-229393-t3cpzmwj	50	5	t	t	NN
cord-229393-t3cpzmwj	50	6	and	and	CC
cord-229393-t3cpzmwj	50	7	I	i	NN
cord-229393-t3cpzmwj	50	8	p	p	NN
cord-229393-t3cpzmwj	50	9	t	t	NN
cord-229393-t3cpzmwj	50	10	represent	represent	VBP
cord-229393-t3cpzmwj	50	11	the	the	DT
cord-229393-t3cpzmwj	50	12	number	number	NN
cord-229393-t3cpzmwj	50	13	of	of	IN
cord-229393-t3cpzmwj	50	14	susceptible	susceptible	JJ
cord-229393-t3cpzmwj	50	15	individuals	individual	NNS
cord-229393-t3cpzmwj	50	16	and	and	CC
cord-229393-t3cpzmwj	50	17	infected	infect	VBN
cord-229393-t3cpzmwj	50	18	individuals	individual	NNS
cord-229393-t3cpzmwj	50	19	respectively	respectively	RB
cord-229393-t3cpzmwj	50	20	in	in	IN
cord-229393-t3cpzmwj	50	21	the	the	DT
cord-229393-t3cpzmwj	50	22	region	region	NN
cord-229393-t3cpzmwj	50	23	p	p	NN
cord-229393-t3cpzmwj	50	24	at	at	IN
cord-229393-t3cpzmwj	50	25	time	time	NN
cord-229393-t3cpzmwj	51	1	t.	t.	NNP
cord-229393-t3cpzmwj	51	2	Parameter	Parameter	NNP
cord-229393-t3cpzmwj	51	3	δ	δ	NN
cord-229393-t3cpzmwj	51	4	captures	capture	VBZ
cord-229393-t3cpzmwj	51	5	the	the	DT
cord-229393-t3cpzmwj	51	6	influence	influence	NN
cord-229393-t3cpzmwj	51	7	of	of	IN
cord-229393-t3cpzmwj	51	8	passengers	passenger	NNS
cord-229393-t3cpzmwj	51	9	coming	come	VBG
cord-229393-t3cpzmwj	51	10	into	into	IN
cord-229393-t3cpzmwj	51	11	the	the	DT
cord-229393-t3cpzmwj	51	12	region	region	NN
cord-229393-t3cpzmwj	51	13	.	.	.
cord-229393-t3cpzmwj	52	1	To	to	TO
cord-229393-t3cpzmwj	52	2	deal	deal	VB
cord-229393-t3cpzmwj	52	3	with	with	IN
cord-229393-t3cpzmwj	52	4	the	the	DT
cord-229393-t3cpzmwj	52	5	fact	fact	NN
cord-229393-t3cpzmwj	52	6	that	that	IN
cord-229393-t3cpzmwj	52	7	using	use	VBG
cord-229393-t3cpzmwj	52	8	large	large	JJ
cord-229393-t3cpzmwj	52	9	values	value	NNS
cord-229393-t3cpzmwj	52	10	of	of	IN
cord-229393-t3cpzmwj	52	11	k	k	NNP
cord-229393-t3cpzmwj	52	12	may	may	MD
cord-229393-t3cpzmwj	52	13	overfit	overfit	VB
cord-229393-t3cpzmwj	52	14	the	the	DT
cord-229393-t3cpzmwj	52	15	model	model	NN
cord-229393-t3cpzmwj	52	16	and	and	CC
cord-229393-t3cpzmwj	52	17	that	that	IN
cord-229393-t3cpzmwj	52	18	data	data	NN
cord-229393-t3cpzmwj	52	19	is	be	VBZ
cord-229393-t3cpzmwj	52	20	likely	likely	JJ
cord-229393-t3cpzmwj	52	21	to	to	TO
cord-229393-t3cpzmwj	52	22	be	be	VB
cord-229393-t3cpzmwj	52	23	noisy	noisy	JJ
cord-229393-t3cpzmwj	52	24	,	,	,
cord-229393-t3cpzmwj	52	25	we	-PRON-	PRP
cord-229393-t3cpzmwj	52	26	incorporate	incorporate	VBP
cord-229393-t3cpzmwj	52	27	another	another	DT
cord-229393-t3cpzmwj	52	28	hyperparameter	hyperparameter	NN
cord-229393-t3cpzmwj	52	29	J	J	NNP
cord-229393-t3cpzmwj	52	30	in	in	IN
cord-229393-t3cpzmwj	52	31	Eq	Eq	NNP
cord-229393-t3cpzmwj	52	32	2	2	CD
cord-229393-t3cpzmwj	52	33	as	as	IN
cord-229393-t3cpzmwj	52	34	follows	follow	VBZ
cord-229393-t3cpzmwj	52	35	:	:	:
cord-229393-t3cpzmwj	53	1	This	this	DT
cord-229393-t3cpzmwj	53	2	creates	create	VBZ
cord-229393-t3cpzmwj	53	3	a	a	DT
cord-229393-t3cpzmwj	53	4	dependency	dependency	NN
cord-229393-t3cpzmwj	53	5	on	on	IN
cord-229393-t3cpzmwj	53	6	last	last	JJ
cord-229393-t3cpzmwj	53	7	kJ	kJ	NNP
cord-229393-t3cpzmwj	53	8	days	day	NNS
cord-229393-t3cpzmwj	53	9	with	with	IN
cord-229393-t3cpzmwj	53	10	k	k	NN
cord-229393-t3cpzmwj	53	11	parameters	parameter	NNS
cord-229393-t3cpzmwj	53	12	while	while	IN
cord-229393-t3cpzmwj	53	13	having	have	VBG
cord-229393-t3cpzmwj	53	14	a	a	DT
cord-229393-t3cpzmwj	53	15	"	"	``
cord-229393-t3cpzmwj	53	16	smoothing	smooth	VBG
cord-229393-t3cpzmwj	53	17	"	"	''
cord-229393-t3cpzmwj	53	18	effect	effect	NN
cord-229393-t3cpzmwj	53	19	due	due	IN
cord-229393-t3cpzmwj	53	20	to	to	IN
cord-229393-t3cpzmwj	53	21	combining	combine	VBG
cord-229393-t3cpzmwj	53	22	infections	infection	NNS
cord-229393-t3cpzmwj	53	23	over	over	IN
cord-229393-t3cpzmwj	53	24	J	J	NNP
cord-229393-t3cpzmwj	53	25	days	day	NNS
cord-229393-t3cpzmwj	53	26	.	.	.
cord-229393-t3cpzmwj	54	1	Note	note	VB
cord-229393-t3cpzmwj	54	2	that	that	IN
cord-229393-t3cpzmwj	54	3	if	if	IN
cord-229393-t3cpzmwj	54	4	we	-PRON-	PRP
cord-229393-t3cpzmwj	54	5	set	set	VBP
cord-229393-t3cpzmwj	54	6	k	k	NN
cord-229393-t3cpzmwj	54	7	=	=	SYM
cord-229393-t3cpzmwj	54	8	1	1	CD
cord-229393-t3cpzmwj	54	9	,	,	,
cord-229393-t3cpzmwj	54	10	J	J	NNP
cord-229393-t3cpzmwj	54	11	=	=	NNP
cord-229393-t3cpzmwj	54	12	∞	∞	NNP
cord-229393-t3cpzmwj	54	13	,	,	,
cord-229393-t3cpzmwj	54	14	and	and	CC
cord-229393-t3cpzmwj	54	15	ignore	ignore	VB
cord-229393-t3cpzmwj	54	16	mobility	mobility	NN
cord-229393-t3cpzmwj	54	17	(	(	-LRB-
cord-229393-t3cpzmwj	54	18	δ	δ	NN
cord-229393-t3cpzmwj	54	19	=	=	SYM
cord-229393-t3cpzmwj	54	20	0	0	NFP
cord-229393-t3cpzmwj	54	21	)	)	-RRB-
cord-229393-t3cpzmwj	54	22	,	,	,
cord-229393-t3cpzmwj	54	23	this	this	DT
cord-229393-t3cpzmwj	54	24	reduces	reduce	VBZ
cord-229393-t3cpzmwj	54	25	to	to	IN
cord-229393-t3cpzmwj	54	26	Suceptible	Suceptible	NNP
cord-229393-t3cpzmwj	54	27	-	-	HYPH
cord-229393-t3cpzmwj	54	28	Infected	infected	JJ
cord-229393-t3cpzmwj	54	29	(	(	-LRB-
cord-229393-t3cpzmwj	54	30	SI	SI	NNP
cord-229393-t3cpzmwj	54	31	)	)	-RRB-
cord-229393-t3cpzmwj	54	32	model	model	NN
cord-229393-t3cpzmwj	54	33	[	[	-LRB-
cord-229393-t3cpzmwj	54	34	7	7	CD
cord-229393-t3cpzmwj	54	35	]	]	-RRB-
cord-229393-t3cpzmwj	54	36	.	.	.
cord-229393-t3cpzmwj	55	1	On	on	IN
cord-229393-t3cpzmwj	55	2	the	the	DT
cord-229393-t3cpzmwj	55	3	other	other	JJ
cord-229393-t3cpzmwj	55	4	hand	hand	NN
cord-229393-t3cpzmwj	55	5	,	,	,
cord-229393-t3cpzmwj	55	6	with	with	IN
cord-229393-t3cpzmwj	55	7	bounded	bound	VBN
cord-229393-t3cpzmwj	55	8	k	k	NNP
cord-229393-t3cpzmwj	55	9	=	=	SYM
cord-229393-t3cpzmwj	55	10	1	1	CD
cord-229393-t3cpzmwj	55	11	and	and	CC
cord-229393-t3cpzmwj	55	12	J	J	NNP
cord-229393-t3cpzmwj	55	13	<	<	XX
cord-229393-t3cpzmwj	56	1	∞	∞	NNP
cord-229393-t3cpzmwj	56	2	,	,	,
cord-229393-t3cpzmwj	56	3	the	the	DT
cord-229393-t3cpzmwj	56	4	model	model	NN
cord-229393-t3cpzmwj	56	5	is	be	VBZ
cord-229393-t3cpzmwj	56	6	a	a	DT
cord-229393-t3cpzmwj	56	7	variation	variation	NN
cord-229393-t3cpzmwj	56	8	of	of	IN
cord-229393-t3cpzmwj	56	9	Suceptible	Suceptible	NNP
cord-229393-t3cpzmwj	56	10	-	-	HYPH
cord-229393-t3cpzmwj	56	11	Infected	Infected	NNP
cord-229393-t3cpzmwj	56	12	-	-	HYPH
cord-229393-t3cpzmwj	56	13	Released	release	VBN
cord-229393-t3cpzmwj	56	14	/	/	SYM
cord-229393-t3cpzmwj	56	15	Recovered	recover	VBN
cord-229393-t3cpzmwj	56	16	(	(	-LRB-
cord-229393-t3cpzmwj	56	17	SIR	SIR	NNP
cord-229393-t3cpzmwj	56	18	)	)	-RRB-
cord-229393-t3cpzmwj	56	19	model	model	NN
cord-229393-t3cpzmwj	56	20	[	[	-LRB-
cord-229393-t3cpzmwj	56	21	8	8	CD
cord-229393-t3cpzmwj	56	22	]	]	-RRB-
cord-229393-t3cpzmwj	56	23	,	,	,
cord-229393-t3cpzmwj	56	24	where	where	WRB
cord-229393-t3cpzmwj	56	25	an	an	DT
cord-229393-t3cpzmwj	56	26	infected	infected	JJ
cord-229393-t3cpzmwj	56	27	individual	individual	NN
cord-229393-t3cpzmwj	56	28	is	be	VBZ
cord-229393-t3cpzmwj	56	29	active	active	JJ
cord-229393-t3cpzmwj	56	30	for	for	IN
cord-229393-t3cpzmwj	56	31	J	J	NNP
cord-229393-t3cpzmwj	56	32	units	unit	NNS
cord-229393-t3cpzmwj	56	33	of	of	IN
cord-229393-t3cpzmwj	56	34	time	time	NN
cord-229393-t3cpzmwj	56	35	.	.	.
cord-229393-t3cpzmwj	57	1	While	while	IN
cord-229393-t3cpzmwj	57	2	the	the	DT
cord-229393-t3cpzmwj	57	3	model	model	NN
cord-229393-t3cpzmwj	57	4	is	be	VBZ
cord-229393-t3cpzmwj	57	5	applicable	applicable	JJ
cord-229393-t3cpzmwj	57	6	to	to	IN
cord-229393-t3cpzmwj	57	7	any	any	DT
cord-229393-t3cpzmwj	57	8	definition	definition	NN
cord-229393-t3cpzmwj	57	9	of	of	IN
cord-229393-t3cpzmwj	57	10	regions	region	NNS
cord-229393-t3cpzmwj	57	11	,	,	,
cord-229393-t3cpzmwj	57	12	in	in	IN
cord-229393-t3cpzmwj	57	13	this	this	DT
cord-229393-t3cpzmwj	57	14	work	work	NN
cord-229393-t3cpzmwj	57	15	,	,	,
cord-229393-t3cpzmwj	57	16	we	-PRON-	PRP
cord-229393-t3cpzmwj	57	17	focus	focus	VBP
cord-229393-t3cpzmwj	57	18	on	on	IN
cord-229393-t3cpzmwj	57	19	country	country	NN
cord-229393-t3cpzmwj	57	20	-	-	HYPH
cord-229393-t3cpzmwj	57	21	level	level	NN
cord-229393-t3cpzmwj	57	22	and	and	CC
cord-229393-t3cpzmwj	57	23	US	US	NNP
cord-229393-t3cpzmwj	57	24	state	state	NN
cord-229393-t3cpzmwj	57	25	-	-	HYPH
cord-229393-t3cpzmwj	57	26	level	level	NN
cord-229393-t3cpzmwj	57	27	forecasts	forecast	NNS
cord-229393-t3cpzmwj	57	28	,	,	,
cord-229393-t3cpzmwj	57	29	only	only	RB
cord-229393-t3cpzmwj	57	30	.	.	.
cord-229393-t3cpzmwj	58	1	Further	further	RB
cord-229393-t3cpzmwj	58	2	,	,	,
cord-229393-t3cpzmwj	58	3	there	there	EX
cord-229393-t3cpzmwj	58	4	is	be	VBZ
cord-229393-t3cpzmwj	58	5	a	a	DT
cord-229393-t3cpzmwj	58	6	lag	lag	NN
cord-229393-t3cpzmwj	58	7	between	between	IN
cord-229393-t3cpzmwj	58	8	an	an	DT
cord-229393-t3cpzmwj	58	9	individual	individual	JJ
cord-229393-t3cpzmwj	58	10	contracting	contract	VBG
cord-229393-t3cpzmwj	58	11	the	the	DT
cord-229393-t3cpzmwj	58	12	virus	virus	NN
cord-229393-t3cpzmwj	58	13	and	and	CC
cord-229393-t3cpzmwj	58	14	their	-PRON-	PRP$
cord-229393-t3cpzmwj	58	15	case	case	NN
cord-229393-t3cpzmwj	58	16	being	be	VBG
cord-229393-t3cpzmwj	58	17	reported	report	VBN
cord-229393-t3cpzmwj	58	18	.	.	.
cord-229393-t3cpzmwj	59	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	59	2	do	do	VBP
cord-229393-t3cpzmwj	59	3	not	not	RB
cord-229393-t3cpzmwj	59	4	account	account	VB
cord-229393-t3cpzmwj	59	5	for	for	IN
cord-229393-t3cpzmwj	59	6	this	this	DT
cord-229393-t3cpzmwj	59	7	lag	lag	NN
cord-229393-t3cpzmwj	59	8	,	,	,
cord-229393-t3cpzmwj	59	9	assuming	assume	VBG
cord-229393-t3cpzmwj	59	10	that	that	IN
cord-229393-t3cpzmwj	59	11	it	-PRON-	PRP
cord-229393-t3cpzmwj	59	12	is	be	VBZ
cord-229393-t3cpzmwj	59	13	constant	constant	JJ
cord-229393-t3cpzmwj	59	14	.	.	.
cord-229393-t3cpzmwj	60	1	County	county	NN
cord-229393-t3cpzmwj	60	2	-	-	HYPH
cord-229393-t3cpzmwj	60	3	level	level	NN
cord-229393-t3cpzmwj	60	4	and	and	CC
cord-229393-t3cpzmwj	60	5	city	city	NN
cord-229393-t3cpzmwj	60	6	-	-	HYPH
cord-229393-t3cpzmwj	60	7	level	level	NN
cord-229393-t3cpzmwj	60	8	forecasting	forecasting	NN
cord-229393-t3cpzmwj	60	9	accounting	accounting	NN
cord-229393-t3cpzmwj	60	10	for	for	IN
cord-229393-t3cpzmwj	60	11	the	the	DT
cord-229393-t3cpzmwj	60	12	lag	lag	NN
cord-229393-t3cpzmwj	60	13	and	and	CC
cord-229393-t3cpzmwj	60	14	unreported	unreported	JJ
cord-229393-t3cpzmwj	60	15	cases	case	NNS
cord-229393-t3cpzmwj	60	16	is	be	VBZ
cord-229393-t3cpzmwj	60	17	planned	plan	VBN
cord-229393-t3cpzmwj	60	18	for	for	IN
cord-229393-t3cpzmwj	60	19	future	future	JJ
cord-229393-t3cpzmwj	60	20	work	work	NN
cord-229393-t3cpzmwj	60	21	.	.	.
cord-229393-t3cpzmwj	61	1	To	to	TO
cord-229393-t3cpzmwj	61	2	train	train	VB
cord-229393-t3cpzmwj	61	3	the	the	DT
cord-229393-t3cpzmwj	61	4	model	model	NN
cord-229393-t3cpzmwj	61	5	,	,	,
cord-229393-t3cpzmwj	61	6	we	-PRON-	PRP
cord-229393-t3cpzmwj	61	7	linearize	linearize	VBP
cord-229393-t3cpzmwj	61	8	it	-PRON-	PRP
cord-229393-t3cpzmwj	61	9	,	,	,
cord-229393-t3cpzmwj	61	10	by	by	IN
cord-229393-t3cpzmwj	61	11	setting	set	VBG
cord-229393-t3cpzmwj	61	12	δ	δ	.
cord-229393-t3cpzmwj	62	1	p	p	NN
cord-229393-t3cpzmwj	62	2	i	i	NN
cord-229393-t3cpzmwj	62	3	=	=	SYM
cord-229393-t3cpzmwj	62	4	δβ	δβ	NN
cord-229393-t3cpzmwj	62	5	p	p	NN
cord-229393-t3cpzmwj	62	6	i	i	NN
cord-229393-t3cpzmwj	62	7	and	and	CC
cord-229393-t3cpzmwj	62	8	learning	learn	VBG
cord-229393-t3cpzmwj	62	9	it	-PRON-	PRP
cord-229393-t3cpzmwj	62	10	as	as	IN
cord-229393-t3cpzmwj	62	11	an	an	DT
cord-229393-t3cpzmwj	62	12	independent	independent	JJ
cord-229393-t3cpzmwj	62	13	parameter	parameter	NN
cord-229393-t3cpzmwj	62	14	.	.	.
cord-229393-t3cpzmwj	63	1	This	this	DT
cord-229393-t3cpzmwj	63	2	makes	make	VBZ
cord-229393-t3cpzmwj	63	3	the	the	DT
cord-229393-t3cpzmwj	63	4	model	model	NN
cord-229393-t3cpzmwj	63	5	more	more	RBR
cord-229393-t3cpzmwj	63	6	general	general	JJ
cord-229393-t3cpzmwj	63	7	by	by	IN
cord-229393-t3cpzmwj	63	8	allowing	allow	VBG
cord-229393-t3cpzmwj	63	9	different	different	JJ
cord-229393-t3cpzmwj	63	10	infection	infection	NN
cord-229393-t3cpzmwj	63	11	rates	rate	NNS
cord-229393-t3cpzmwj	63	12	for	for	IN
cord-229393-t3cpzmwj	63	13	the	the	DT
cord-229393-t3cpzmwj	63	14	travelers	traveler	NNS
cord-229393-t3cpzmwj	63	15	.	.	.
cord-229393-t3cpzmwj	64	1	This	this	DT
cord-229393-t3cpzmwj	64	2	is	be	VBZ
cord-229393-t3cpzmwj	64	3	different	different	JJ
cord-229393-t3cpzmwj	64	4	from	from	IN
cord-229393-t3cpzmwj	64	5	traditional	traditional	JJ
cord-229393-t3cpzmwj	64	6	approach	approach	NN
cord-229393-t3cpzmwj	64	7	of	of	IN
cord-229393-t3cpzmwj	64	8	fitting	fit	VBG
cord-229393-t3cpzmwj	64	9	one	one	CD
cord-229393-t3cpzmwj	64	10	curve	curve	NN
cord-229393-t3cpzmwj	64	11	to	to	IN
cord-229393-t3cpzmwj	64	12	the	the	DT
cord-229393-t3cpzmwj	64	13	data	datum	NNS
cord-229393-t3cpzmwj	64	14	with	with	IN
cord-229393-t3cpzmwj	64	15	fixed	fix	VBN
cord-229393-t3cpzmwj	64	16	initial	initial	JJ
cord-229393-t3cpzmwj	64	17	values	value	NNS
cord-229393-t3cpzmwj	64	18	,	,	,
cord-229393-t3cpzmwj	64	19	which	which	WDT
cord-229393-t3cpzmwj	64	20	is	be	VBZ
cord-229393-t3cpzmwj	64	21	computationally	computationally	RB
cord-229393-t3cpzmwj	64	22	expensive	expensive	JJ
cord-229393-t3cpzmwj	64	23	and	and	CC
cord-229393-t3cpzmwj	64	24	can	can	MD
cord-229393-t3cpzmwj	64	25	not	not	RB
cord-229393-t3cpzmwj	64	26	capture	capture	VB
cord-229393-t3cpzmwj	64	27	rapidly	rapidly	RB
cord-229393-t3cpzmwj	64	28	changing	change	VBG
cord-229393-t3cpzmwj	64	29	trends	trend	NNS
cord-229393-t3cpzmwj	64	30	.	.	.
cord-229393-t3cpzmwj	65	1	Let	let	VB
cord-229393-t3cpzmwj	65	2	Then	then	RB
cord-229393-t3cpzmwj	65	3	,	,	,
cord-229393-t3cpzmwj	65	4	our	-PRON-	PRP$
cord-229393-t3cpzmwj	65	5	model	model	NN
cord-229393-t3cpzmwj	65	6	can	can	MD
cord-229393-t3cpzmwj	65	7	be	be	VB
cord-229393-t3cpzmwj	65	8	represented	represent	VBN
cord-229393-t3cpzmwj	65	9	by	by	IN
cord-229393-t3cpzmwj	65	10	the	the	DT
cord-229393-t3cpzmwj	65	11	linear	linear	JJ
cord-229393-t3cpzmwj	65	12	equation	equation	NN
cord-229393-t3cpzmwj	65	13	∆I	∆i	NN
cord-229393-t3cpzmwj	65	14	p	p	NN
cord-229393-t3cpzmwj	65	15	which	which	WDT
cord-229393-t3cpzmwj	65	16	allows	allow	VBZ
cord-229393-t3cpzmwj	65	17	us	-PRON-	PRP
cord-229393-t3cpzmwj	65	18	to	to	TO
cord-229393-t3cpzmwj	65	19	learn	learn	VB
cord-229393-t3cpzmwj	65	20	the	the	DT
cord-229393-t3cpzmwj	65	21	parameters	parameter	NNS
cord-229393-t3cpzmwj	65	22	using	use	VBG
cord-229393-t3cpzmwj	65	23	a	a	DT
cord-229393-t3cpzmwj	65	24	constrained	constrained	JJ
cord-229393-t3cpzmwj	65	25	linear	linear	JJ
cord-229393-t3cpzmwj	65	26	solver	solver	NN
cord-229393-t3cpzmwj	65	27	.	.	.
cord-229393-t3cpzmwj	66	1	This	this	DT
cord-229393-t3cpzmwj	66	2	formulation	formulation	NN
cord-229393-t3cpzmwj	66	3	works	work	VBZ
cord-229393-t3cpzmwj	66	4	only	only	RB
cord-229393-t3cpzmwj	66	5	if	if	IN
cord-229393-t3cpzmwj	66	6	k	k	NNP
cord-229393-t3cpzmwj	66	7	and	and	CC
cord-229393-t3cpzmwj	66	8	J	J	NNP
cord-229393-t3cpzmwj	66	9	are	be	VBP
cord-229393-t3cpzmwj	66	10	same	same	JJ
cord-229393-t3cpzmwj	66	11	for	for	IN
cord-229393-t3cpzmwj	66	12	all	all	DT
cord-229393-t3cpzmwj	66	13	regions	region	NNS
cord-229393-t3cpzmwj	66	14	.	.	.
cord-229393-t3cpzmwj	67	1	To	to	TO
cord-229393-t3cpzmwj	67	2	allow	allow	VB
cord-229393-t3cpzmwj	67	3	different	different	JJ
cord-229393-t3cpzmwj	67	4	hyper	hyper	NNS
cord-229393-t3cpzmwj	67	5	-	-	NNS
cord-229393-t3cpzmwj	67	6	parameters	parameter	NNS
cord-229393-t3cpzmwj	67	7	for	for	IN
cord-229393-t3cpzmwj	67	8	different	different	JJ
cord-229393-t3cpzmwj	67	9	regions	region	NNS
cord-229393-t3cpzmwj	67	10	,	,	,
cord-229393-t3cpzmwj	67	11	we	-PRON-	PRP
cord-229393-t3cpzmwj	67	12	used	use	VBD
cord-229393-t3cpzmwj	67	13	a	a	DT
cord-229393-t3cpzmwj	67	14	further	further	JJ
cord-229393-t3cpzmwj	67	15	simplification	simplification	NN
cord-229393-t3cpzmwj	67	16	:	:	:
cord-229393-t3cpzmwj	67	17	And	and	CC
cord-229393-t3cpzmwj	67	18	,	,	,
cord-229393-t3cpzmwj	67	19	To	to	TO
cord-229393-t3cpzmwj	67	20	incorporate	incorporate	VB
cord-229393-t3cpzmwj	67	21	the	the	DT
cord-229393-t3cpzmwj	67	22	fast	fast	JJ
cord-229393-t3cpzmwj	67	23	evolving	evolve	VBG
cord-229393-t3cpzmwj	67	24	trend	trend	NN
cord-229393-t3cpzmwj	67	25	of	of	IN
cord-229393-t3cpzmwj	67	26	COVID-19	covid-19	NN
cord-229393-t3cpzmwj	67	27	due	due	IN
cord-229393-t3cpzmwj	67	28	to	to	IN
cord-229393-t3cpzmwj	67	29	changing	change	VBG
cord-229393-t3cpzmwj	67	30	policies	policy	NNS
cord-229393-t3cpzmwj	67	31	,	,	,
cord-229393-t3cpzmwj	67	32	we	-PRON-	PRP
cord-229393-t3cpzmwj	67	33	use	use	VBP
cord-229393-t3cpzmwj	67	34	weighted	weighted	JJ
cord-229393-t3cpzmwj	67	35	least	least	RBS
cord-229393-t3cpzmwj	67	36	squared	squared	JJ
cord-229393-t3cpzmwj	67	37	to	to	TO
cord-229393-t3cpzmwj	67	38	learn	learn	VB
cord-229393-t3cpzmwj	67	39	parameters	parameter	NNS
cord-229393-t3cpzmwj	68	1	β	β	NN
cord-229393-t3cpzmwj	68	2	p	p	NN
cord-229393-t3cpzmwj	68	3	i	i	NN
cord-229393-t3cpzmwj	68	4	and	and	CC
cord-229393-t3cpzmwj	68	5	δ	δ	NN
cord-229393-t3cpzmwj	68	6	p	p	NN
cord-229393-t3cpzmwj	68	7	i	i	PRP
cord-229393-t3cpzmwj	68	8	from	from	IN
cord-229393-t3cpzmwj	68	9	available	available	JJ
cord-229393-t3cpzmwj	68	10	reported	report	VBN
cord-229393-t3cpzmwj	68	11	data	datum	NNS
cord-229393-t3cpzmwj	68	12	.	.	.
cord-229393-t3cpzmwj	69	1	The	the	DT
cord-229393-t3cpzmwj	69	2	best	good	JJS
cord-229393-t3cpzmwj	69	3	fit	fit	NN
cord-229393-t3cpzmwj	69	4	in	in	IN
cord-229393-t3cpzmwj	69	5	the	the	DT
cord-229393-t3cpzmwj	69	6	least	least	JJS
cord-229393-t3cpzmwj	69	7	-	-	HYPH
cord-229393-t3cpzmwj	69	8	squares	square	NNS
cord-229393-t3cpzmwj	69	9	sense	sense	NN
cord-229393-t3cpzmwj	69	10	minimizes	minimize	VBZ
cord-229393-t3cpzmwj	69	11	the	the	DT
cord-229393-t3cpzmwj	69	12	sum	sum	NN
cord-229393-t3cpzmwj	69	13	of	of	IN
cord-229393-t3cpzmwj	69	14	squared	squared	JJ
cord-229393-t3cpzmwj	69	15	weighted	weighted	JJ
cord-229393-t3cpzmwj	69	16	residuals	residual	NNS
cord-229393-t3cpzmwj	69	17	,	,	,
cord-229393-t3cpzmwj	69	18	i.e.	i.e.	FW
cord-229393-t3cpzmwj	69	19	,	,	,
cord-229393-t3cpzmwj	69	20	the	the	DT
cord-229393-t3cpzmwj	69	21	difference	difference	NN
cord-229393-t3cpzmwj	69	22	between	between	IN
cord-229393-t3cpzmwj	69	23	observed	observed	JJ
cord-229393-t3cpzmwj	69	24	data	datum	NNS
cord-229393-t3cpzmwj	69	25	and	and	CC
cord-229393-t3cpzmwj	69	26	predicted	predict	VBD
cord-229393-t3cpzmwj	69	27	values	value	NNS
cord-229393-t3cpzmwj	69	28	provided	provide	VBN
cord-229393-t3cpzmwj	69	29	by	by	IN
cord-229393-t3cpzmwj	69	30	our	-PRON-	PRP$
cord-229393-t3cpzmwj	69	31	learned	learn	VBN
cord-229393-t3cpzmwj	69	32	model	model	NN
cord-229393-t3cpzmwj	69	33	.	.	.
cord-229393-t3cpzmwj	70	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	70	2	incorporate	incorporate	VBP
cord-229393-t3cpzmwj	70	3	a	a	DT
cord-229393-t3cpzmwj	70	4	forgetting	forget	VBG
cord-229393-t3cpzmwj	70	5	factor	factor	NN
cord-229393-t3cpzmwj	70	6	α	α	NN
cord-229393-t3cpzmwj	70	7	≤	≤	NN
cord-229393-t3cpzmwj	70	8	1	1	CD
cord-229393-t3cpzmwj	70	9	in	in	IN
cord-229393-t3cpzmwj	70	10	our	-PRON-	PRP$
cord-229393-t3cpzmwj	70	11	minimization	minimization	NN
cord-229393-t3cpzmwj	70	12	to	to	TO
cord-229393-t3cpzmwj	70	13	put	put	VB
cord-229393-t3cpzmwj	70	14	more	more	JJR
cord-229393-t3cpzmwj	70	15	weight	weight	NN
cord-229393-t3cpzmwj	70	16	to	to	IN
cord-229393-t3cpzmwj	70	17	the	the	DT
cord-229393-t3cpzmwj	70	18	recent	recent	JJ
cord-229393-t3cpzmwj	70	19	infection	infection	NN
cord-229393-t3cpzmwj	70	20	trend	trend	NN
cord-229393-t3cpzmwj	70	21	when	when	WRB
cord-229393-t3cpzmwj	70	22	learning	learn	VBG
cord-229393-t3cpzmwj	70	23	the	the	DT
cord-229393-t3cpzmwj	70	24	model	model	NN
cord-229393-t3cpzmwj	70	25	.	.	.
cord-229393-t3cpzmwj	71	1	Lower	low	JJR
cord-229393-t3cpzmwj	71	2	α	α	NN
cord-229393-t3cpzmwj	71	3	implies	imply	VBZ
cord-229393-t3cpzmwj	71	4	more	more	JJR
cord-229393-t3cpzmwj	71	5	emphasis	emphasis	NN
cord-229393-t3cpzmwj	71	6	on	on	IN
cord-229393-t3cpzmwj	71	7	the	the	DT
cord-229393-t3cpzmwj	71	8	more	more	RBR
cord-229393-t3cpzmwj	71	9	recent	recent	JJ
cord-229393-t3cpzmwj	71	10	data	datum	NNS
cord-229393-t3cpzmwj	71	11	.	.	.
cord-229393-t3cpzmwj	72	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	72	2	compute	compute	VBP
cord-229393-t3cpzmwj	72	3	the	the	DT
cord-229393-t3cpzmwj	72	4	minimum	minimum	NN
cord-229393-t3cpzmwj	72	5	of	of	IN
cord-229393-t3cpzmwj	72	6	the	the	DT
cord-229393-t3cpzmwj	72	7	sum	sum	NN
cord-229393-t3cpzmwj	72	8	of	of	IN
cord-229393-t3cpzmwj	72	9	squares	square	NNS
cord-229393-t3cpzmwj	72	10	of	of	IN
cord-229393-t3cpzmwj	72	11	weighted	weighted	JJ
cord-229393-t3cpzmwj	72	12	errors	error	NNS
cord-229393-t3cpzmwj	72	13	as	as	IN
cord-229393-t3cpzmwj	72	14	where	where	WRB
cord-229393-t3cpzmwj	72	15	∆Î	∆Î	NNP
cord-229393-t3cpzmwj	72	16	p	p	NN
cord-229393-t3cpzmwj	72	17	t	t	NN
cord-229393-t3cpzmwj	72	18	is	be	VBZ
cord-229393-t3cpzmwj	72	19	the	the	DT
cord-229393-t3cpzmwj	72	20	actual	actual	JJ
cord-229393-t3cpzmwj	72	21	number	number	NN
cord-229393-t3cpzmwj	72	22	of	of	IN
cord-229393-t3cpzmwj	72	23	newly	newly	RB
cord-229393-t3cpzmwj	72	24	infected	infect	VBN
cord-229393-t3cpzmwj	72	25	individual	individual	NN
cord-229393-t3cpzmwj	72	26	.	.	.
cord-229393-t3cpzmwj	73	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	73	2	present	present	VBP
cord-229393-t3cpzmwj	73	3	our	-PRON-	PRP$
cord-229393-t3cpzmwj	73	4	analysis	analysis	NN
cord-229393-t3cpzmwj	73	5	on	on	IN
cord-229393-t3cpzmwj	73	6	two	two	CD
cord-229393-t3cpzmwj	73	7	datasets	dataset	NNS
cord-229393-t3cpzmwj	73	8	-(i	-(i	.
cord-229393-t3cpzmwj	73	9	)	)	-RRB-
cord-229393-t3cpzmwj	74	1	Global	global	JJ
cord-229393-t3cpzmwj	74	2	:	:	:
cord-229393-t3cpzmwj	74	3	country	country	NN
cord-229393-t3cpzmwj	74	4	-	-	HYPH
cord-229393-t3cpzmwj	74	5	level	level	NN
cord-229393-t3cpzmwj	74	6	data	datum	NNS
cord-229393-t3cpzmwj	74	7	with	with	IN
cord-229393-t3cpzmwj	74	8	each	each	DT
cord-229393-t3cpzmwj	74	9	country	country	NN
cord-229393-t3cpzmwj	74	10	defined	define	VBN
cord-229393-t3cpzmwj	74	11	as	as	IN
cord-229393-t3cpzmwj	74	12	a	a	DT
cord-229393-t3cpzmwj	74	13	region	region	NN
cord-229393-t3cpzmwj	74	14	;	;	,
cord-229393-t3cpzmwj	74	15	and	and	CC
cord-229393-t3cpzmwj	74	16	(	(	-LRB-
cord-229393-t3cpzmwj	74	17	ii	ii	NN
cord-229393-t3cpzmwj	74	18	)	)	-RRB-
cord-229393-t3cpzmwj	74	19	US	US	NNP
cord-229393-t3cpzmwj	74	20	states	state	NNS
cord-229393-t3cpzmwj	74	21	:	:	:
cord-229393-t3cpzmwj	74	22	state	state	NN
cord-229393-t3cpzmwj	74	23	-	-	HYPH
cord-229393-t3cpzmwj	74	24	level	level	NN
cord-229393-t3cpzmwj	74	25	data	datum	NNS
cord-229393-t3cpzmwj	74	26	for	for	IN
cord-229393-t3cpzmwj	74	27	Unites	unite	VBZ
cord-229393-t3cpzmwj	74	28	States	States	NNP
cord-229393-t3cpzmwj	74	29	with	with	IN
cord-229393-t3cpzmwj	74	30	each	each	DT
cord-229393-t3cpzmwj	74	31	state	state	NN
cord-229393-t3cpzmwj	74	32	defined	define	VBN
cord-229393-t3cpzmwj	74	33	as	as	IN
cord-229393-t3cpzmwj	74	34	a	a	DT
cord-229393-t3cpzmwj	74	35	region	region	NN
cord-229393-t3cpzmwj	74	36	.	.	.
cord-229393-t3cpzmwj	75	1	Country	country	NN
cord-229393-t3cpzmwj	75	2	-	-	HYPH
cord-229393-t3cpzmwj	75	3	level	level	NN
cord-229393-t3cpzmwj	75	4	infections	infection	NNS
cord-229393-t3cpzmwj	75	5	were	be	VBD
cord-229393-t3cpzmwj	75	6	derived	derive	VBN
cord-229393-t3cpzmwj	75	7	from	from	IN
cord-229393-t3cpzmwj	75	8	confirmed	confirm	VBN
cord-229393-t3cpzmwj	75	9	cases	case	NNS
cord-229393-t3cpzmwj	75	10	obtained	obtain	VBN
cord-229393-t3cpzmwj	75	11	from	from	IN
cord-229393-t3cpzmwj	75	12	JHU	JHU	NNP
cord-229393-t3cpzmwj	75	13	CSSE	CSSE	NNP
cord-229393-t3cpzmwj	75	14	COVID19	COVID19	NNP
cord-229393-t3cpzmwj	75	15	dataset	dataset	NN
cord-229393-t3cpzmwj	75	16	[	[	-LRB-
cord-229393-t3cpzmwj	75	17	9	9	CD
cord-229393-t3cpzmwj	75	18	]	]	-RRB-
cord-229393-t3cpzmwj	75	19	.	.	.
cord-229393-t3cpzmwj	76	1	Population	population	NN
cord-229393-t3cpzmwj	76	2	of	of	IN
cord-229393-t3cpzmwj	76	3	the	the	DT
cord-229393-t3cpzmwj	76	4	countries	country	NNS
cord-229393-t3cpzmwj	76	5	were	be	VBD
cord-229393-t3cpzmwj	76	6	obtained	obtain	VBN
cord-229393-t3cpzmwj	76	7	from	from	IN
cord-229393-t3cpzmwj	76	8	the	the	DT
cord-229393-t3cpzmwj	76	9	World	World	NNP
cord-229393-t3cpzmwj	76	10	Bank	Bank	NNP
cord-229393-t3cpzmwj	76	11	dataset	dataset	NN
cord-229393-t3cpzmwj	76	12	[	[	-LRB-
cord-229393-t3cpzmwj	76	13	10	10	CD
cord-229393-t3cpzmwj	76	14	]	]	-RRB-
cord-229393-t3cpzmwj	76	15	.	.	.
cord-229393-t3cpzmwj	77	1	Inter	inter	JJ
cord-229393-t3cpzmwj	77	2	-	-	JJ
cord-229393-t3cpzmwj	77	3	country	country	NN
cord-229393-t3cpzmwj	77	4	travel	travel	NN
cord-229393-t3cpzmwj	77	5	data	datum	NNS
cord-229393-t3cpzmwj	77	6	were	be	VBD
cord-229393-t3cpzmwj	77	7	obtained	obtain	VBN
cord-229393-t3cpzmwj	77	8	from	from	IN
cord-229393-t3cpzmwj	77	9	KCMD	KCMD	NNP
cord-229393-t3cpzmwj	77	10	Global	Global	NNP
cord-229393-t3cpzmwj	77	11	Transnational	Transnational	NNP
cord-229393-t3cpzmwj	77	12	Mobility	Mobility	NNP
cord-229393-t3cpzmwj	77	13	dataset	dataset	NN
cord-229393-t3cpzmwj	77	14	[	[	-LRB-
cord-229393-t3cpzmwj	77	15	10	10	CD
cord-229393-t3cpzmwj	77	16	]	]	-RRB-
cord-229393-t3cpzmwj	77	17	,	,	,
cord-229393-t3cpzmwj	77	18	which	which	WDT
cord-229393-t3cpzmwj	77	19	makes	make	VBZ
cord-229393-t3cpzmwj	77	20	the	the	DT
cord-229393-t3cpzmwj	77	21	estimation	estimation	NN
cord-229393-t3cpzmwj	77	22	on	on	IN
cord-229393-t3cpzmwj	77	23	the	the	DT
cord-229393-t3cpzmwj	77	24	basis	basis	NN
cord-229393-t3cpzmwj	77	25	of	of	IN
cord-229393-t3cpzmwj	77	26	global	global	JJ
cord-229393-t3cpzmwj	77	27	statistics	statistic	NNS
cord-229393-t3cpzmwj	77	28	on	on	IN
cord-229393-t3cpzmwj	77	29	tourism	tourism	NN
cord-229393-t3cpzmwj	77	30	and	and	CC
cord-229393-t3cpzmwj	77	31	air	air	NN
cord-229393-t3cpzmwj	77	32	passenger	passenger	NN
cord-229393-t3cpzmwj	77	33	traffic	traffic	NN
cord-229393-t3cpzmwj	77	34	.	.	.
cord-229393-t3cpzmwj	78	1	Number	number	NN
cord-229393-t3cpzmwj	78	2	of	of	IN
cord-229393-t3cpzmwj	78	3	infections	infection	NNS
cord-229393-t3cpzmwj	78	4	for	for	IN
cord-229393-t3cpzmwj	78	5	US	US	NNP
cord-229393-t3cpzmwj	78	6	states	state	NNS
cord-229393-t3cpzmwj	78	7	were	be	VBD
cord-229393-t3cpzmwj	78	8	obtained	obtain	VBN
cord-229393-t3cpzmwj	78	9	from	from	IN
cord-229393-t3cpzmwj	78	10	confirmed	confirm	VBN
cord-229393-t3cpzmwj	78	11	cases	case	NNS
cord-229393-t3cpzmwj	78	12	compiled	compile	VBN
cord-229393-t3cpzmwj	78	13	by	by	IN
cord-229393-t3cpzmwj	78	14	New	New	NNP
cord-229393-t3cpzmwj	78	15	York	York	NNP
cord-229393-t3cpzmwj	78	16	Times	Times	NNP
cord-229393-t3cpzmwj	78	17	[	[	-LRB-
cord-229393-t3cpzmwj	78	18	11	11	CD
cord-229393-t3cpzmwj	78	19	]	]	-RRB-
cord-229393-t3cpzmwj	78	20	.	.	.
cord-229393-t3cpzmwj	79	1	Population	population	NN
cord-229393-t3cpzmwj	79	2	of	of	IN
cord-229393-t3cpzmwj	79	3	each	each	DT
cord-229393-t3cpzmwj	79	4	state	state	NN
cord-229393-t3cpzmwj	79	5	was	be	VBD
cord-229393-t3cpzmwj	79	6	obtained	obtain	VBN
cord-229393-t3cpzmwj	79	7	from	from	IN
cord-229393-t3cpzmwj	79	8	US	US	NNP
cord-229393-t3cpzmwj	79	9	Census	Census	NNP
cord-229393-t3cpzmwj	79	10	Bureau	Bureau	NNP
cord-229393-t3cpzmwj	79	11	[	[	-LRB-
cord-229393-t3cpzmwj	79	12	12	12	CD
cord-229393-t3cpzmwj	79	13	]	]	-RRB-
cord-229393-t3cpzmwj	79	14	.	.	.
cord-229393-t3cpzmwj	80	1	Inter	inter	JJ
cord-229393-t3cpzmwj	80	2	-	-	JJ
cord-229393-t3cpzmwj	80	3	state	state	NN
cord-229393-t3cpzmwj	80	4	travel	travel	NN
cord-229393-t3cpzmwj	80	5	was	be	VBD
cord-229393-t3cpzmwj	80	6	estimated	estimate	VBN
cord-229393-t3cpzmwj	80	7	from	from	IN
cord-229393-t3cpzmwj	80	8	number	number	NN
cord-229393-t3cpzmwj	80	9	of	of	IN
cord-229393-t3cpzmwj	80	10	flights	flight	NNS
cord-229393-t3cpzmwj	80	11	flying	fly	VBG
cord-229393-t3cpzmwj	80	12	between	between	IN
cord-229393-t3cpzmwj	80	13	airports	airport	NNS
cord-229393-t3cpzmwj	80	14	in	in	IN
cord-229393-t3cpzmwj	80	15	the	the	DT
cord-229393-t3cpzmwj	80	16	United	United	NNP
cord-229393-t3cpzmwj	80	17	States	States	NNP
cord-229393-t3cpzmwj	80	18	[	[	-LRB-
cord-229393-t3cpzmwj	80	19	13	13	CD
cord-229393-t3cpzmwj	80	20	]	]	-RRB-
cord-229393-t3cpzmwj	80	21	.	.	.
cord-229393-t3cpzmwj	81	1	The	the	DT
cord-229393-t3cpzmwj	81	2	hyper	hyper	JJ
cord-229393-t3cpzmwj	81	3	-	-	NNS
cord-229393-t3cpzmwj	81	4	parameters	parameter	NNS
cord-229393-t3cpzmwj	81	5	to	to	TO
cord-229393-t3cpzmwj	81	6	be	be	VB
cord-229393-t3cpzmwj	81	7	picked	pick	VBN
cord-229393-t3cpzmwj	81	8	include	include	VBP
cord-229393-t3cpzmwj	81	9	k	k	NNP
cord-229393-t3cpzmwj	81	10	,	,	,
cord-229393-t3cpzmwj	81	11	J	J	NNP
cord-229393-t3cpzmwj	81	12	,	,	,
cord-229393-t3cpzmwj	81	13	and	and	CC
cord-229393-t3cpzmwj	81	14	α	α	NN
cord-229393-t3cpzmwj	81	15	.	.	.
cord-229393-t3cpzmwj	82	1	The	the	DT
cord-229393-t3cpzmwj	82	2	best	good	JJS
cord-229393-t3cpzmwj	82	3	hyper	hyper	JJ
cord-229393-t3cpzmwj	82	4	-	-	NN
cord-229393-t3cpzmwj	82	5	parameter	parameter	NN
cord-229393-t3cpzmwj	82	6	set	set	NN
cord-229393-t3cpzmwj	82	7	is	be	VBZ
cord-229393-t3cpzmwj	82	8	identified	identify	VBN
cord-229393-t3cpzmwj	82	9	by	by	IN
cord-229393-t3cpzmwj	82	10	a	a	DT
cord-229393-t3cpzmwj	82	11	grid	grid	NN
cord-229393-t3cpzmwj	82	12	search	search	NN
cord-229393-t3cpzmwj	82	13	on	on	IN
cord-229393-t3cpzmwj	82	14	k	k	NNP
cord-229393-t3cpzmwj	82	15	,	,	,
cord-229393-t3cpzmwj	82	16	J	J	NNP
cord-229393-t3cpzmwj	82	17	,	,	,
cord-229393-t3cpzmwj	82	18	and	and	CC
cord-229393-t3cpzmwj	82	19	α	α	NNP
cord-229393-t3cpzmwj	82	20	,	,	,
cord-229393-t3cpzmwj	82	21	which	which	WDT
cord-229393-t3cpzmwj	82	22	minimizes	minimize	VBZ
cord-229393-t3cpzmwj	82	23	the	the	DT
cord-229393-t3cpzmwj	82	24	Root	Root	NNP
cord-229393-t3cpzmwj	82	25	Mean	Mean	NNP
cord-229393-t3cpzmwj	82	26	Squared	Squared	NNP
cord-229393-t3cpzmwj	82	27	Error	Error	NNP
cord-229393-t3cpzmwj	82	28	over	over	IN
cord-229393-t3cpzmwj	82	29	a	a	DT
cord-229393-t3cpzmwj	82	30	validation	validation	NN
cord-229393-t3cpzmwj	82	31	set	set	VBN
cord-229393-t3cpzmwj	82	32	of	of	IN
cord-229393-t3cpzmwj	82	33	H	h	NN
cord-229393-t3cpzmwj	82	34	=	=	SYM
cord-229393-t3cpzmwj	82	35	3	3	CD
cord-229393-t3cpzmwj	82	36	:	:	:
cord-229393-t3cpzmwj	82	37	We	-PRON-	PRP
cord-229393-t3cpzmwj	82	38	pick	pick	VBP
cord-229393-t3cpzmwj	82	39	α	α	NN
cord-229393-t3cpzmwj	82	40	from	from	IN
cord-229393-t3cpzmwj	82	41	{	{	-LRB-
cord-229393-t3cpzmwj	82	42	0.1	0.1	CD
cord-229393-t3cpzmwj	82	43	,	,	,
cord-229393-t3cpzmwj	82	44	0.2	0.2	CD
cord-229393-t3cpzmwj	82	45	,	,	,
cord-229393-t3cpzmwj	82	46	.	.	.
cord-229393-t3cpzmwj	82	47	.	.	.
cord-229393-t3cpzmwj	82	48	.	.	.
cord-229393-t3cpzmwj	83	1	,	,	,
cord-229393-t3cpzmwj	83	2	1.0	1.0	CD
cord-229393-t3cpzmwj	83	3	}	}	-RRB-
cord-229393-t3cpzmwj	83	4	,	,	,
cord-229393-t3cpzmwj	83	5	while	while	IN
cord-229393-t3cpzmwj	83	6	k	k	NNP
cord-229393-t3cpzmwj	83	7	,	,	,
cord-229393-t3cpzmwj	83	8	J	J	NNP
cord-229393-t3cpzmwj	83	9	∈	∈	NNP
cord-229393-t3cpzmwj	83	10	{	{	-LRB-
cord-229393-t3cpzmwj	83	11	1	1	CD
cord-229393-t3cpzmwj	83	12	,	,	,
cord-229393-t3cpzmwj	83	13	2	2	CD
cord-229393-t3cpzmwj	83	14	,	,	,
cord-229393-t3cpzmwj	83	15	.	.	.
cord-229393-t3cpzmwj	83	16	.	.	.
cord-229393-t3cpzmwj	83	17	.	.	.
cord-229393-t3cpzmwj	84	1	,	,	,
cord-229393-t3cpzmwj	84	2	14	14	CD
cord-229393-t3cpzmwj	84	3	}	}	-RRB-
cord-229393-t3cpzmwj	84	4	.	.	.
cord-229393-t3cpzmwj	85	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	85	2	enforce	enforce	VBP
cord-229393-t3cpzmwj	85	3	Jk	Jk	NNP
cord-229393-t3cpzmwj	85	4	≤	≤	NNP
cord-229393-t3cpzmwj	85	5	14	14	CD
cord-229393-t3cpzmwj	85	6	days	day	NNS
cord-229393-t3cpzmwj	85	7	so	so	IN
cord-229393-t3cpzmwj	85	8	that	that	IN
cord-229393-t3cpzmwj	85	9	the	the	DT
cord-229393-t3cpzmwj	85	10	dependence	dependence	NN
cord-229393-t3cpzmwj	85	11	of	of	IN
cord-229393-t3cpzmwj	85	12	new	new	JJ
cord-229393-t3cpzmwj	85	13	infections	infection	NNS
cord-229393-t3cpzmwj	85	14	is	be	VBZ
cord-229393-t3cpzmwj	85	15	bounded	bound	VBN
cord-229393-t3cpzmwj	85	16	by	by	IN
cord-229393-t3cpzmwj	85	17	the	the	DT
cord-229393-t3cpzmwj	85	18	previous	previous	JJ
cord-229393-t3cpzmwj	85	19	two	two	CD
cord-229393-t3cpzmwj	85	20	weeks	week	NNS
cord-229393-t3cpzmwj	85	21	.	.	.
cord-229393-t3cpzmwj	86	1	This	this	DT
cord-229393-t3cpzmwj	86	2	is	be	VBZ
cord-229393-t3cpzmwj	86	3	along	along	IN
cord-229393-t3cpzmwj	86	4	the	the	DT
cord-229393-t3cpzmwj	86	5	lines	line	NNS
cord-229393-t3cpzmwj	86	6	of	of	IN
cord-229393-t3cpzmwj	86	7	the	the	DT
cord-229393-t3cpzmwj	86	8	motivation	motivation	NN
cord-229393-t3cpzmwj	86	9	for	for	IN
cord-229393-t3cpzmwj	86	10	14	14	CD
cord-229393-t3cpzmwj	86	11	days	day	NNS
cord-229393-t3cpzmwj	86	12	of	of	IN
cord-229393-t3cpzmwj	86	13	quarantine	quarantine	NN
cord-229393-t3cpzmwj	86	14	2	2	CD
cord-229393-t3cpzmwj	86	15	.	.	.
cord-229393-t3cpzmwj	87	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	87	2	experiment	experiment	VBP
cord-229393-t3cpzmwj	87	3	with	with	IN
cord-229393-t3cpzmwj	87	4	two	two	CD
cord-229393-t3cpzmwj	87	5	methods	method	NNS
cord-229393-t3cpzmwj	87	6	of	of	IN
cord-229393-t3cpzmwj	87	7	setting	set	VBG
cord-229393-t3cpzmwj	87	8	the	the	DT
cord-229393-t3cpzmwj	87	9	hyper	hyper	JJ
cord-229393-t3cpzmwj	87	10	-	-	NNS
cord-229393-t3cpzmwj	87	11	parameters	parameter	NNS
cord-229393-t3cpzmwj	87	12	:	:	:
cord-229393-t3cpzmwj	87	13	(	(	-LRB-
cord-229393-t3cpzmwj	87	14	i	i	NN
cord-229393-t3cpzmwj	87	15	)	)	-RRB-
cord-229393-t3cpzmwj	87	16	fixed	fix	VBN
cord-229393-t3cpzmwj	87	17	-same	-same	HYPH
cord-229393-t3cpzmwj	87	18	set	set	NN
cord-229393-t3cpzmwj	87	19	of	of	IN
cord-229393-t3cpzmwj	87	20	hyper	hyper	JJ
cord-229393-t3cpzmwj	87	21	-	-	NNS
cord-229393-t3cpzmwj	87	22	parameters	parameter	NNS
cord-229393-t3cpzmwj	87	23	for	for	IN
cord-229393-t3cpzmwj	87	24	all	all	DT
cord-229393-t3cpzmwj	87	25	countries	country	NNS
cord-229393-t3cpzmwj	87	26	/	/	SYM
cord-229393-t3cpzmwj	87	27	states	state	NNS
cord-229393-t3cpzmwj	87	28	(	(	-LRB-
cord-229393-t3cpzmwj	87	29	ii	ii	NN
cord-229393-t3cpzmwj	87	30	)	)	-RRB-
cord-229393-t3cpzmwj	87	31	variable	variable	JJ
cord-229393-t3cpzmwj	87	32	-specialized	-specialized	JJ
cord-229393-t3cpzmwj	87	33	parameters	parameter	NNS
cord-229393-t3cpzmwj	87	34	for	for	IN
cord-229393-t3cpzmwj	87	35	each	each	DT
cord-229393-t3cpzmwj	87	36	state	state	NN
cord-229393-t3cpzmwj	87	37	/	/	SYM
cord-229393-t3cpzmwj	87	38	country	country	NN
cord-229393-t3cpzmwj	87	39	.	.	.
cord-229393-t3cpzmwj	88	1	The	the	DT
cord-229393-t3cpzmwj	88	2	results	result	NNS
cord-229393-t3cpzmwj	88	3	are	be	VBP
cord-229393-t3cpzmwj	88	4	presented	present	VBN
cord-229393-t3cpzmwj	88	5	next	next	RB
cord-229393-t3cpzmwj	88	6	.	.	.
cord-229393-t3cpzmwj	89	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	89	2	evaluated	evaluate	VBD
cord-229393-t3cpzmwj	89	3	the	the	DT
cord-229393-t3cpzmwj	89	4	results	result	NNS
cord-229393-t3cpzmwj	89	5	for	for	IN
cord-229393-t3cpzmwj	89	6	a	a	DT
cord-229393-t3cpzmwj	89	7	horizon	horizon	NN
cord-229393-t3cpzmwj	89	8	H	h	NN
cord-229393-t3cpzmwj	89	9	=	=	SYM
cord-229393-t3cpzmwj	89	10	3	3	CD
cord-229393-t3cpzmwj	89	11	with	with	IN
cord-229393-t3cpzmwj	89	12	two	two	CD
cord-229393-t3cpzmwj	89	13	hyper	hyper	JJ
cord-229393-t3cpzmwj	89	14	-	-	NNS
cord-229393-t3cpzmwj	89	15	parameters	parameter	NNS
cord-229393-t3cpzmwj	89	16	selection	selection	NN
cord-229393-t3cpzmwj	89	17	schemes	scheme	NNS
cord-229393-t3cpzmwj	89	18	termed	term	VBN
cord-229393-t3cpzmwj	89	19	SI	si	NN
cord-229393-t3cpzmwj	89	20	-	-	HYPH
cord-229393-t3cpzmwj	89	21	kJα	kJα	NNP
cord-229393-t3cpzmwj	89	22	(	(	-LRB-
cord-229393-t3cpzmwj	89	23	variable	variable	NN
cord-229393-t3cpzmwj	89	24	)	)	-RRB-
cord-229393-t3cpzmwj	89	25	and	and	CC
cord-229393-t3cpzmwj	89	26	SI	si	NN
cord-229393-t3cpzmwj	89	27	-	-	HYPH
cord-229393-t3cpzmwj	89	28	kJα	kJα	NNP
cord-229393-t3cpzmwj	89	29	(	(	-LRB-
cord-229393-t3cpzmwj	89	30	fixed	fix	VBN
cord-229393-t3cpzmwj	89	31	)	)	-RRB-
cord-229393-t3cpzmwj	89	32	.	.	.
cord-229393-t3cpzmwj	90	1	The	the	DT
cord-229393-t3cpzmwj	90	2	best	good	JJS
cord-229393-t3cpzmwj	90	3	heper	heper	NN
cord-229393-t3cpzmwj	90	4	-	-	HYPH
cord-229393-t3cpzmwj	90	5	parameters	parameter	NNS
cord-229393-t3cpzmwj	90	6	were	be	VBD
cord-229393-t3cpzmwj	90	7	selected	select	VBN
cord-229393-t3cpzmwj	90	8	by	by	IN
cord-229393-t3cpzmwj	90	9	further	further	RB
cord-229393-t3cpzmwj	90	10	splitting	split	VBG
cord-229393-t3cpzmwj	90	11	the	the	DT
cord-229393-t3cpzmwj	90	12	training	training	NN
cord-229393-t3cpzmwj	90	13	data	datum	NNS
cord-229393-t3cpzmwj	90	14	,	,	,
cord-229393-t3cpzmwj	90	15	to	to	TO
cord-229393-t3cpzmwj	90	16	set	set	VB
cord-229393-t3cpzmwj	90	17	the	the	DT
cord-229393-t3cpzmwj	90	18	last	last	JJ
cord-229393-t3cpzmwj	90	19	three	three	CD
cord-229393-t3cpzmwj	90	20	days	day	NNS
cord-229393-t3cpzmwj	90	21	for	for	IN
cord-229393-t3cpzmwj	90	22	validation	validation	NN
cord-229393-t3cpzmwj	90	23	.	.	.
cord-229393-t3cpzmwj	91	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	91	2	compare	compare	VBP
cord-229393-t3cpzmwj	91	3	these	these	DT
cord-229393-t3cpzmwj	91	4	results	result	NNS
cord-229393-t3cpzmwj	91	5	against	against	IN
cord-229393-t3cpzmwj	91	6	a	a	DT
cord-229393-t3cpzmwj	91	7	recent	recent	JJ
cord-229393-t3cpzmwj	91	8	generalized	generalized	JJ
cord-229393-t3cpzmwj	91	9	version	version	NN
cord-229393-t3cpzmwj	91	10	of	of	IN
cord-229393-t3cpzmwj	91	11	SEIR	SEIR	NNP
cord-229393-t3cpzmwj	91	12	model	model	NN
cord-229393-t3cpzmwj	91	13	[	[	-LRB-
cord-229393-t3cpzmwj	91	14	14	14	CD
cord-229393-t3cpzmwj	91	15	]	]	-RRB-
cord-229393-t3cpzmwj	91	16	.	.	.
cord-229393-t3cpzmwj	92	1	Besides	besides	IN
cord-229393-t3cpzmwj	92	2	RMSE	RMSE	NNP
cord-229393-t3cpzmwj	92	3	,	,	,
cord-229393-t3cpzmwj	92	4	we	-PRON-	PRP
cord-229393-t3cpzmwj	92	5	also	also	RB
cord-229393-t3cpzmwj	92	6	measure	measure	VBP
cord-229393-t3cpzmwj	92	7	the	the	DT
cord-229393-t3cpzmwj	92	8	mean	mean	JJ
cord-229393-t3cpzmwj	92	9	absolute	absolute	JJ
cord-229393-t3cpzmwj	92	10	percentage	percentage	NN
cord-229393-t3cpzmwj	92	11	error	error	NN
cord-229393-t3cpzmwj	92	12	given	give	VBN
cord-229393-t3cpzmwj	92	13	by	by	IN
cord-229393-t3cpzmwj	92	14	The	the	DT
cord-229393-t3cpzmwj	92	15	comparison	comparison	NN
cord-229393-t3cpzmwj	92	16	is	be	VBZ
cord-229393-t3cpzmwj	92	17	shown	show	VBN
cord-229393-t3cpzmwj	92	18	in	in	IN
cord-229393-t3cpzmwj	92	19	Tab	Tab	NNP
cord-229393-t3cpzmwj	92	20	.	.	.
cord-229393-t3cpzmwj	93	1	1	1	LS
cord-229393-t3cpzmwj	93	2	.	.	.
cord-229393-t3cpzmwj	94	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	94	2	used	use	VBD
cord-229393-t3cpzmwj	94	3	a	a	DT
cord-229393-t3cpzmwj	94	4	publicly	publicly	RB
cord-229393-t3cpzmwj	94	5	available	available	JJ
cord-229393-t3cpzmwj	94	6	implementation	implementation	NN
cord-229393-t3cpzmwj	94	7	of	of	IN
cord-229393-t3cpzmwj	94	8	the	the	DT
cord-229393-t3cpzmwj	94	9	baseline	baseline	JJ
cord-229393-t3cpzmwj	94	10	3	3	CD
cord-229393-t3cpzmwj	94	11	.	.	.
cord-229393-t3cpzmwj	95	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	95	2	observe	observe	VBP
cord-229393-t3cpzmwj	95	3	that	that	IN
cord-229393-t3cpzmwj	95	4	both	both	DT
cord-229393-t3cpzmwj	95	5	fixed	fix	VBN
cord-229393-t3cpzmwj	95	6	and	and	CC
cord-229393-t3cpzmwj	95	7	variable	variable	JJ
cord-229393-t3cpzmwj	95	8	hyper	hyper	JJ
cord-229393-t3cpzmwj	95	9	-	-	JJ
cord-229393-t3cpzmwj	95	10	parameter	parameter	NN
cord-229393-t3cpzmwj	95	11	selections	selection	NNS
cord-229393-t3cpzmwj	95	12	widely	widely	RB
cord-229393-t3cpzmwj	95	13	outperformed	outperform	VBD
cord-229393-t3cpzmwj	95	14	the	the	DT
cord-229393-t3cpzmwj	95	15	baseline	baseline	NN
cord-229393-t3cpzmwj	95	16	.	.	.
cord-229393-t3cpzmwj	96	1	Performances	performance	NNS
cord-229393-t3cpzmwj	96	2	of	of	IN
cord-229393-t3cpzmwj	96	3	both	both	DT
cord-229393-t3cpzmwj	96	4	fixed	fixed	JJ
cord-229393-t3cpzmwj	96	5	and	and	CC
cord-229393-t3cpzmwj	96	6	variable	variable	JJ
cord-229393-t3cpzmwj	96	7	scheme	scheme	NN
cord-229393-t3cpzmwj	96	8	were	be	VBD
cord-229393-t3cpzmwj	96	9	comparable	comparable	JJ
cord-229393-t3cpzmwj	96	10	.	.	.
cord-229393-t3cpzmwj	97	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	97	2	use	use	VBP
cord-229393-t3cpzmwj	97	3	the	the	DT
cord-229393-t3cpzmwj	97	4	average	average	NN
cord-229393-t3cpzmwj	97	5	of	of	IN
cord-229393-t3cpzmwj	97	6	both	both	DT
cord-229393-t3cpzmwj	97	7	predictions	prediction	NNS
cord-229393-t3cpzmwj	97	8	as	as	IN
cord-229393-t3cpzmwj	97	9	an	an	DT
cord-229393-t3cpzmwj	97	10	'	'	``
cord-229393-t3cpzmwj	97	11	ensemble	ensemble	NN
cord-229393-t3cpzmwj	97	12	'	'	''
cord-229393-t3cpzmwj	97	13	prediction	prediction	NN
cord-229393-t3cpzmwj	97	14	which	which	WDT
cord-229393-t3cpzmwj	97	15	performed	perform	VBD
cord-229393-t3cpzmwj	97	16	better	well	RBR
cord-229393-t3cpzmwj	97	17	than	than	IN
cord-229393-t3cpzmwj	97	18	both	both	DT
cord-229393-t3cpzmwj	97	19	schemes	scheme	NNS
cord-229393-t3cpzmwj	97	20	,	,	,
cord-229393-t3cpzmwj	97	21	individually	individually	RB
cord-229393-t3cpzmwj	97	22	.	.	.
cord-229393-t3cpzmwj	98	1	It	-PRON-	PRP
cord-229393-t3cpzmwj	98	2	should	should	MD
cord-229393-t3cpzmwj	98	3	be	be	VB
cord-229393-t3cpzmwj	98	4	noted	note	VBN
cord-229393-t3cpzmwj	98	5	that	that	IN
cord-229393-t3cpzmwj	98	6	the	the	DT
cord-229393-t3cpzmwj	98	7	number	number	NN
cord-229393-t3cpzmwj	98	8	of	of	IN
cord-229393-t3cpzmwj	98	9	cases	case	NNS
cord-229393-t3cpzmwj	98	10	across	across	IN
cord-229393-t3cpzmwj	98	11	different	different	JJ
cord-229393-t3cpzmwj	98	12	countries	country	NNS
cord-229393-t3cpzmwj	98	13	has	have	VBZ
cord-229393-t3cpzmwj	98	14	orders	order	NNS
cord-229393-t3cpzmwj	98	15	of	of	IN
cord-229393-t3cpzmwj	98	16	magnitude	magnitude	NN
cord-229393-t3cpzmwj	98	17	difference	difference	NN
cord-229393-t3cpzmwj	98	18	.	.	.
cord-229393-t3cpzmwj	99	1	Filtering	filter	VBG
cord-229393-t3cpzmwj	99	2	out	out	RP
cord-229393-t3cpzmwj	99	3	countries	country	NNS
cord-229393-t3cpzmwj	99	4	with	with	IN
cord-229393-t3cpzmwj	99	5	small	small	JJ
cord-229393-t3cpzmwj	99	6	number	number	NN
cord-229393-t3cpzmwj	99	7	of	of	IN
cord-229393-t3cpzmwj	99	8	cases	case	NNS
cord-229393-t3cpzmwj	99	9	will	will	MD
cord-229393-t3cpzmwj	99	10	significantly	significantly	RB
cord-229393-t3cpzmwj	99	11	reduce	reduce	VB
cord-229393-t3cpzmwj	99	12	MAPE	MAPE	NNP
cord-229393-t3cpzmwj	99	13	but	but	CC
cord-229393-t3cpzmwj	99	14	increases	increase	VBZ
cord-229393-t3cpzmwj	99	15	RMSE	RMSE	NNP
cord-229393-t3cpzmwj	99	16	.	.	.
cord-229393-t3cpzmwj	100	1	As	as	IN
cord-229393-t3cpzmwj	100	2	an	an	DT
cord-229393-t3cpzmwj	100	3	example	example	NN
cord-229393-t3cpzmwj	100	4	,	,	,
cord-229393-t3cpzmwj	100	5	considering	consider	VBG
cord-229393-t3cpzmwj	100	6	only	only	RB
cord-229393-t3cpzmwj	100	7	US	US	NNP
cord-229393-t3cpzmwj	100	8	for	for	IN
cord-229393-t3cpzmwj	100	9	country	country	NN
cord-229393-t3cpzmwj	100	10	-	-	HYPH
cord-229393-t3cpzmwj	100	11	level	level	NN
cord-229393-t3cpzmwj	100	12	prediction	prediction	NN
cord-229393-t3cpzmwj	100	13	,	,	,
cord-229393-t3cpzmwj	100	14	the	the	DT
cord-229393-t3cpzmwj	100	15	RMSE	rmse	NN
cord-229393-t3cpzmwj	100	16	for	for	IN
cord-229393-t3cpzmwj	100	17	all	all	DT
cord-229393-t3cpzmwj	100	18	three	three	CD
cord-229393-t3cpzmwj	100	19	(	(	-LRB-
cord-229393-t3cpzmwj	100	20	fixed	fix	VBN
cord-229393-t3cpzmwj	100	21	,	,	,
cord-229393-t3cpzmwj	100	22	variable	variable	JJ
cord-229393-t3cpzmwj	100	23	,	,	,
cord-229393-t3cpzmwj	100	24	and	and	CC
cord-229393-t3cpzmwj	100	25	ensemble	ensemble	NN
cord-229393-t3cpzmwj	100	26	)	)	-RRB-
cord-229393-t3cpzmwj	100	27	is	be	VBZ
cord-229393-t3cpzmwj	100	28	6886.9	6886.9	NN
cord-229393-t3cpzmwj	100	29	,	,	,
cord-229393-t3cpzmwj	100	30	which	which	WDT
cord-229393-t3cpzmwj	100	31	translates	translate	VBZ
cord-229393-t3cpzmwj	100	32	to	to	IN
cord-229393-t3cpzmwj	100	33	1.12	1.12	CD
cord-229393-t3cpzmwj	100	34	%	%	NN
cord-229393-t3cpzmwj	100	35	MAPE	MAPE	NNP
cord-229393-t3cpzmwj	100	36	.	.	.
cord-229393-t3cpzmwj	101	1	All	all	PDT
cord-229393-t3cpzmwj	101	2	the	the	DT
cord-229393-t3cpzmwj	101	3	code	code	NN
cord-229393-t3cpzmwj	101	4	used	use	VBN
cord-229393-t3cpzmwj	101	5	in	in	IN
cord-229393-t3cpzmwj	101	6	our	-PRON-	PRP$
cord-229393-t3cpzmwj	101	7	experiments	experiment	NNS
cord-229393-t3cpzmwj	101	8	are	be	VBP
cord-229393-t3cpzmwj	101	9	available	available	JJ
cord-229393-t3cpzmwj	101	10	on	on	IN
cord-229393-t3cpzmwj	101	11	Github	Github	NNP
cord-229393-t3cpzmwj	101	12	4	4	CD
cord-229393-t3cpzmwj	101	13	.	.	.
cord-229393-t3cpzmwj	102	1	11.37	11.37	CD
cord-229393-t3cpzmwj	102	2	%	%	NN
cord-229393-t3cpzmwj	102	3	Gen	Gen	NNP
cord-229393-t3cpzmwj	102	4	-	-	HYPH
cord-229393-t3cpzmwj	102	5	SEIR	SEIR	NNP
cord-229393-t3cpzmwj	102	6	[	[	-LRB-
cord-229393-t3cpzmwj	102	7	14	14	CD
cord-229393-t3cpzmwj	102	8	]	]	-RRB-
cord-229393-t3cpzmwj	102	9	2106	2106	CD
cord-229393-t3cpzmwj	102	10	.	.	.
cord-229393-t3cpzmwj	103	1	4	4	CD
cord-229393-t3cpzmwj	103	2	14.31	14.31	CD
cord-229393-t3cpzmwj	103	3	%	%	NN
cord-229393-t3cpzmwj	103	4	7471.2	7471.2	CD
cord-229393-t3cpzmwj	103	5	*	*	NFP
cord-229393-t3cpzmwj	103	6	41.06	41.06	CD
cord-229393-t3cpzmwj	103	7	%	%	NN
cord-229393-t3cpzmwj	104	1	*	*	NFP
cord-229393-t3cpzmwj	104	2	Our	-PRON-	PRP$
cord-229393-t3cpzmwj	104	3	approach	approach	NN
cord-229393-t3cpzmwj	104	4	with	with	IN
cord-229393-t3cpzmwj	104	5	variable	variable	JJ
cord-229393-t3cpzmwj	104	6	hyper	hyper	JJ
cord-229393-t3cpzmwj	104	7	-	-	NN
cord-229393-t3cpzmwj	104	8	parameter	parameter	NN
cord-229393-t3cpzmwj	104	9	set	set	NN
cord-229393-t3cpzmwj	104	10	has	have	VBZ
cord-229393-t3cpzmwj	104	11	the	the	DT
cord-229393-t3cpzmwj	104	12	best	good	JJS
cord-229393-t3cpzmwj	104	13	performance	performance	NN
cord-229393-t3cpzmwj	104	14	in	in	IN
cord-229393-t3cpzmwj	104	15	terms	term	NNS
cord-229393-t3cpzmwj	104	16	of	of	IN
cord-229393-t3cpzmwj	104	17	both	both	CC
cord-229393-t3cpzmwj	104	18	MAPE	MAPE	NNP
cord-229393-t3cpzmwj	104	19	and	and	CC
cord-229393-t3cpzmwj	104	20	RMSE	RMSE	NNP
cord-229393-t3cpzmwj	104	21	.	.	.
cord-229393-t3cpzmwj	105	1	*	*	NFP
cord-229393-t3cpzmwj	105	2	For	for	IN
cord-229393-t3cpzmwj	105	3	some	some	DT
cord-229393-t3cpzmwj	105	4	countries	country	NNS
cord-229393-t3cpzmwj	105	5	,	,	,
cord-229393-t3cpzmwj	105	6	the	the	DT
cord-229393-t3cpzmwj	105	7	baseline	baseline	JJ
cord-229393-t3cpzmwj	105	8	method	method	NN
cord-229393-t3cpzmwj	105	9	could	could	MD
cord-229393-t3cpzmwj	105	10	not	not	RB
cord-229393-t3cpzmwj	105	11	converge	converge	VB
cord-229393-t3cpzmwj	105	12	and	and	CC
cord-229393-t3cpzmwj	105	13	for	for	IN
cord-229393-t3cpzmwj	105	14	some	some	DT
cord-229393-t3cpzmwj	105	15	the	the	DT
cord-229393-t3cpzmwj	105	16	produced	produce	VBN
cord-229393-t3cpzmwj	105	17	MAPE	MAPE	NNP
cord-229393-t3cpzmwj	105	18	was	be	VBD
cord-229393-t3cpzmwj	105	19	greater	great	JJR
cord-229393-t3cpzmwj	105	20	than	than	IN
cord-229393-t3cpzmwj	105	21	100	100	CD
cord-229393-t3cpzmwj	105	22	%	%	NN
cord-229393-t3cpzmwj	105	23	.	.	.
cord-229393-t3cpzmwj	106	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	106	2	ignore	ignore	VBP
cord-229393-t3cpzmwj	106	3	those	those	DT
cord-229393-t3cpzmwj	106	4	countries	country	NNS
cord-229393-t3cpzmwj	106	5	to	to	TO
cord-229393-t3cpzmwj	106	6	favor	favor	VB
cord-229393-t3cpzmwj	106	7	the	the	DT
cord-229393-t3cpzmwj	106	8	baseline	baseline	NN
cord-229393-t3cpzmwj	106	9	which	which	WDT
cord-229393-t3cpzmwj	106	10	results	result	VBZ
cord-229393-t3cpzmwj	106	11	in	in	IN
cord-229393-t3cpzmwj	106	12	averaging	average	VBG
cord-229393-t3cpzmwj	106	13	over	over	IN
cord-229393-t3cpzmwj	106	14	147	147	CD
cord-229393-t3cpzmwj	106	15	countries	country	NNS
cord-229393-t3cpzmwj	106	16	.	.	.
cord-229393-t3cpzmwj	107	1	Fig	Fig	NNP
cord-229393-t3cpzmwj	107	2	.	.	NNP
cord-229393-t3cpzmwj	107	3	2	2	CD
cord-229393-t3cpzmwj	107	4	shows	show	VBZ
cord-229393-t3cpzmwj	107	5	the	the	DT
cord-229393-t3cpzmwj	107	6	test	test	NN
cord-229393-t3cpzmwj	107	7	results	result	NNS
cord-229393-t3cpzmwj	107	8	using	use	VBG
cord-229393-t3cpzmwj	107	9	SI	si	NN
cord-229393-t3cpzmwj	107	10	-	-	HYPH
cord-229393-t3cpzmwj	107	11	kJα	kJα	NNP
cord-229393-t3cpzmwj	107	12	(	(	-LRB-
cord-229393-t3cpzmwj	107	13	ensemble	ensemble	NN
cord-229393-t3cpzmwj	107	14	)	)	-RRB-
cord-229393-t3cpzmwj	107	15	prediction	prediction	NN
cord-229393-t3cpzmwj	107	16	on	on	IN
cord-229393-t3cpzmwj	107	17	H	H	NNP
cord-229393-t3cpzmwj	107	18	=	=	SYM
cord-229393-t3cpzmwj	107	19	5	5	CD
cord-229393-t3cpzmwj	107	20	days	day	NNS
cord-229393-t3cpzmwj	107	21	for	for	IN
cord-229393-t3cpzmwj	107	22	four	four	CD
cord-229393-t3cpzmwj	107	23	US	US	NNP
cord-229393-t3cpzmwj	107	24	states	state	NNS
cord-229393-t3cpzmwj	107	25	.	.	.
cord-229393-t3cpzmwj	108	1	These	these	DT
cord-229393-t3cpzmwj	108	2	were	be	VBD
cord-229393-t3cpzmwj	108	3	arbitrarily	arbitrarily	RB
cord-229393-t3cpzmwj	108	4	selected	select	VBN
cord-229393-t3cpzmwj	108	5	;	;	:
cord-229393-t3cpzmwj	108	6	other	other	JJ
cord-229393-t3cpzmwj	108	7	states	state	NNS
cord-229393-t3cpzmwj	108	8	show	show	VBP
cord-229393-t3cpzmwj	108	9	similar	similar	JJ
cord-229393-t3cpzmwj	108	10	results	result	NNS
cord-229393-t3cpzmwj	108	11	as	as	RB
cord-229393-t3cpzmwj	108	12	well	well	RB
cord-229393-t3cpzmwj	108	13	.	.	.
cord-229393-t3cpzmwj	109	1	Fig	Fig	NNP
cord-229393-t3cpzmwj	109	2	.	.	.
cord-229393-t3cpzmwj	110	1	3	3	CD
cord-229393-t3cpzmwj	110	2	shows	show	VBZ
cord-229393-t3cpzmwj	110	3	the	the	DT
cord-229393-t3cpzmwj	110	4	test	test	NN
cord-229393-t3cpzmwj	110	5	results	result	NNS
cord-229393-t3cpzmwj	110	6	on	on	IN
cord-229393-t3cpzmwj	110	7	H	h	NN
cord-229393-t3cpzmwj	110	8	=	=	SYM
cord-229393-t3cpzmwj	110	9	5	5	CD
cord-229393-t3cpzmwj	110	10	days	day	NNS
cord-229393-t3cpzmwj	110	11	for	for	IN
cord-229393-t3cpzmwj	110	12	four	four	CD
cord-229393-t3cpzmwj	110	13	countries	country	NNS
cord-229393-t3cpzmwj	110	14	.	.	.
cord-229393-t3cpzmwj	111	1	Again	again	RB
cord-229393-t3cpzmwj	111	2	,	,	,
cord-229393-t3cpzmwj	111	3	these	these	DT
cord-229393-t3cpzmwj	111	4	were	be	VBD
cord-229393-t3cpzmwj	111	5	arbitrarily	arbitrarily	RB
cord-229393-t3cpzmwj	111	6	selected	select	VBN
cord-229393-t3cpzmwj	111	7	.	.	.
cord-229393-t3cpzmwj	112	1	Note	note	VB
cord-229393-t3cpzmwj	112	2	that	that	IN
cord-229393-t3cpzmwj	112	3	the	the	DT
cord-229393-t3cpzmwj	112	4	predictions	prediction	NNS
cord-229393-t3cpzmwj	112	5	are	be	VBP
cord-229393-t3cpzmwj	112	6	extremely	extremely	RB
cord-229393-t3cpzmwj	112	7	accurate	accurate	JJ
cord-229393-t3cpzmwj	112	8	.	.	.
cord-229393-t3cpzmwj	113	1	For	for	IN
cord-229393-t3cpzmwj	113	2	these	these	DT
cord-229393-t3cpzmwj	113	3	results	result	NNS
cord-229393-t3cpzmwj	113	4	,	,	,
cord-229393-t3cpzmwj	113	5	we	-PRON-	PRP
cord-229393-t3cpzmwj	113	6	set	set	VBD
cord-229393-t3cpzmwj	113	7	all	all	DT
cord-229393-t3cpzmwj	113	8	mobility	mobility	NN
cord-229393-t3cpzmwj	113	9	terms	term	NNS
cord-229393-t3cpzmwj	113	10	(	(	-LRB-
cord-229393-t3cpzmwj	113	11	F	F	NNP
cord-229393-t3cpzmwj	113	12	(	(	-LRB-
cord-229393-t3cpzmwj	113	13	p	p	NNP
cord-229393-t3cpzmwj	113	14	,	,	,
cord-229393-t3cpzmwj	113	15	q	q	NNP
cord-229393-t3cpzmwj	113	16	)	)	-RRB-
cord-229393-t3cpzmwj	113	17	)	)	-RRB-
cord-229393-t3cpzmwj	113	18	to	to	IN
cord-229393-t3cpzmwj	113	19	zero	zero	CD
cord-229393-t3cpzmwj	113	20	to	to	TO
cord-229393-t3cpzmwj	113	21	reflect	reflect	VB
cord-229393-t3cpzmwj	113	22	that	that	IN
cord-229393-t3cpzmwj	113	23	due	due	IN
cord-229393-t3cpzmwj	113	24	to	to	TO
cord-229393-t3cpzmwj	113	25	"	"	``
cord-229393-t3cpzmwj	113	26	stay	stay	VB
cord-229393-t3cpzmwj	113	27	-	-	HYPH
cord-229393-t3cpzmwj	113	28	at	at	IN
cord-229393-t3cpzmwj	113	29	-	-	HYPH
cord-229393-t3cpzmwj	113	30	home	home	NN
cord-229393-t3cpzmwj	113	31	"	"	''
cord-229393-t3cpzmwj	113	32	policy	policy	NN
cord-229393-t3cpzmwj	113	33	around	around	IN
cord-229393-t3cpzmwj	113	34	the	the	DT
cord-229393-t3cpzmwj	113	35	world	world	NN
cord-229393-t3cpzmwj	113	36	,	,	,
cord-229393-t3cpzmwj	113	37	the	the	DT
cord-229393-t3cpzmwj	113	38	recent	recent	JJ
cord-229393-t3cpzmwj	113	39	spread	spread	NN
cord-229393-t3cpzmwj	113	40	due	due	IN
cord-229393-t3cpzmwj	113	41	to	to	IN
cord-229393-t3cpzmwj	113	42	travel	travel	NN
cord-229393-t3cpzmwj	113	43	is	be	VBZ
cord-229393-t3cpzmwj	113	44	negligible	negligible	JJ
cord-229393-t3cpzmwj	113	45	.	.	.
cord-229393-t3cpzmwj	114	1	This	this	DT
cord-229393-t3cpzmwj	114	2	also	also	RB
cord-229393-t3cpzmwj	114	3	reduces	reduce	VBZ
cord-229393-t3cpzmwj	114	4	the	the	DT
cord-229393-t3cpzmwj	114	5	number	number	NN
cord-229393-t3cpzmwj	114	6	of	of	IN
cord-229393-t3cpzmwj	114	7	parameters	parameter	NNS
cord-229393-t3cpzmwj	114	8	to	to	TO
cord-229393-t3cpzmwj	114	9	be	be	VB
cord-229393-t3cpzmwj	114	10	learned	learn	VBN
cord-229393-t3cpzmwj	114	11	.	.	.
cord-229393-t3cpzmwj	115	1	For	for	IN
cord-229393-t3cpzmwj	115	2	an	an	DT
cord-229393-t3cpzmwj	115	3	earlier	early	JJR
cord-229393-t3cpzmwj	115	4	date	date	NN
cord-229393-t3cpzmwj	115	5	,	,	,
cord-229393-t3cpzmwj	115	6	we	-PRON-	PRP
cord-229393-t3cpzmwj	115	7	include	include	VBP
cord-229393-t3cpzmwj	115	8	mobility	mobility	NN
cord-229393-t3cpzmwj	115	9	and	and	CC
cord-229393-t3cpzmwj	115	10	discuss	discuss	VB
cord-229393-t3cpzmwj	115	11	the	the	DT
cord-229393-t3cpzmwj	115	12	details	detail	NNS
cord-229393-t3cpzmwj	115	13	next	next	RB
cord-229393-t3cpzmwj	115	14	.	.	.
cord-229393-t3cpzmwj	116	1	To	to	TO
cord-229393-t3cpzmwj	116	2	measure	measure	VB
cord-229393-t3cpzmwj	116	3	the	the	DT
cord-229393-t3cpzmwj	116	4	effect	effect	NN
cord-229393-t3cpzmwj	116	5	of	of	IN
cord-229393-t3cpzmwj	116	6	travel	travel	NN
cord-229393-t3cpzmwj	116	7	,	,	,
cord-229393-t3cpzmwj	116	8	we	-PRON-	PRP
cord-229393-t3cpzmwj	116	9	train	train	VBP
cord-229393-t3cpzmwj	116	10	our	-PRON-	PRP$
cord-229393-t3cpzmwj	116	11	model	model	NN
cord-229393-t3cpzmwj	116	12	with	with	IN
cord-229393-t3cpzmwj	116	13	data	datum	NNS
cord-229393-t3cpzmwj	116	14	until	until	IN
cord-229393-t3cpzmwj	116	15	March	March	NNP
cord-229393-t3cpzmwj	116	16	18th	18th	NN
cord-229393-t3cpzmwj	116	17	,	,	,
cord-229393-t3cpzmwj	116	18	with	with	IN
cord-229393-t3cpzmwj	116	19	and	and	CC
cord-229393-t3cpzmwj	116	20	without	without	IN
cord-229393-t3cpzmwj	116	21	travel	travel	NN
cord-229393-t3cpzmwj	116	22	data	datum	NNS
cord-229393-t3cpzmwj	116	23	.	.	.
cord-229393-t3cpzmwj	117	1	The	the	DT
cord-229393-t3cpzmwj	117	2	next	next	JJ
cord-229393-t3cpzmwj	117	3	three	three	CD
cord-229393-t3cpzmwj	117	4	days	day	NNS
cord-229393-t3cpzmwj	117	5	are	be	VBP
cord-229393-t3cpzmwj	117	6	used	use	VBN
cord-229393-t3cpzmwj	117	7	as	as	IN
cord-229393-t3cpzmwj	117	8	validation	validation	NN
cord-229393-t3cpzmwj	117	9	set	set	VBN
cord-229393-t3cpzmwj	117	10	to	to	TO
cord-229393-t3cpzmwj	117	11	identify	identify	VB
cord-229393-t3cpzmwj	117	12	best	good	JJS
cord-229393-t3cpzmwj	117	13	hyper	hyper	JJ
cord-229393-t3cpzmwj	117	14	-	-	NNS
cord-229393-t3cpzmwj	117	15	parameters	parameter	NNS
cord-229393-t3cpzmwj	117	16	and	and	CC
cord-229393-t3cpzmwj	117	17	the	the	DT
cord-229393-t3cpzmwj	117	18	following	follow	VBG
cord-229393-t3cpzmwj	117	19	three	three	CD
cord-229393-t3cpzmwj	117	20	days	day	NNS
cord-229393-t3cpzmwj	117	21	are	be	VBP
cord-229393-t3cpzmwj	117	22	used	use	VBN
cord-229393-t3cpzmwj	117	23	as	as	IN
cord-229393-t3cpzmwj	117	24	test	test	NN
cord-229393-t3cpzmwj	117	25	set	set	VBN
cord-229393-t3cpzmwj	117	26	for	for	IN
cord-229393-t3cpzmwj	117	27	evaluation	evaluation	NN
cord-229393-t3cpzmwj	117	28	.	.	.
cord-229393-t3cpzmwj	118	1	Table	table	NN
cord-229393-t3cpzmwj	118	2	2	2	CD
cord-229393-t3cpzmwj	118	3	shows	show	VBZ
cord-229393-t3cpzmwj	118	4	validation	validation	NN
cord-229393-t3cpzmwj	118	5	and	and	CC
cord-229393-t3cpzmwj	118	6	test	test	NN
cord-229393-t3cpzmwj	118	7	errors	error	NNS
cord-229393-t3cpzmwj	118	8	for	for	IN
cord-229393-t3cpzmwj	118	9	both	both	DT
cord-229393-t3cpzmwj	118	10	variable	variable	JJ
cord-229393-t3cpzmwj	118	11	and	and	CC
cord-229393-t3cpzmwj	118	12	fixed	fix	VBN
cord-229393-t3cpzmwj	118	13	hyperparameter	hyperparameter	NN
cord-229393-t3cpzmwj	118	14	selection	selection	NN
cord-229393-t3cpzmwj	118	15	scheme	scheme	NN
cord-229393-t3cpzmwj	118	16	,	,	,
cord-229393-t3cpzmwj	118	17	each	each	DT
cord-229393-t3cpzmwj	118	18	with	with	IN
cord-229393-t3cpzmwj	118	19	and	and	CC
cord-229393-t3cpzmwj	118	20	without	without	IN
cord-229393-t3cpzmwj	118	21	travel	travel	NN
cord-229393-t3cpzmwj	118	22	.	.	.
cord-229393-t3cpzmwj	119	1	Observe	observe	VB
cord-229393-t3cpzmwj	119	2	that	that	IN
cord-229393-t3cpzmwj	119	3	in	in	IN
cord-229393-t3cpzmwj	119	4	all	all	DT
cord-229393-t3cpzmwj	119	5	cases	case	NNS
cord-229393-t3cpzmwj	119	6	including	include	VBG
cord-229393-t3cpzmwj	119	7	travel	travel	NN
cord-229393-t3cpzmwj	119	8	data	datum	NNS
cord-229393-t3cpzmwj	119	9	reduces	reduce	VBZ
cord-229393-t3cpzmwj	119	10	RMSE	RMSE	NNP
cord-229393-t3cpzmwj	119	11	in	in	IN
cord-229393-t3cpzmwj	119	12	the	the	DT
cord-229393-t3cpzmwj	119	13	test	test	NN
cord-229393-t3cpzmwj	119	14	set	set	VBN
cord-229393-t3cpzmwj	119	15	.	.	.
cord-229393-t3cpzmwj	120	1	For	for	IN
cord-229393-t3cpzmwj	120	2	US	US	NNP
cord-229393-t3cpzmwj	120	3	states	state	NNS
cord-229393-t3cpzmwj	120	4	,	,	,
cord-229393-t3cpzmwj	120	5	variable	variable	JJ
cord-229393-t3cpzmwj	120	6	hyper	hyper	JJ
cord-229393-t3cpzmwj	120	7	-	-	NN
cord-229393-t3cpzmwj	120	8	parameter	parameter	NN
cord-229393-t3cpzmwj	120	9	scheme	scheme	NN
cord-229393-t3cpzmwj	120	10	performs	perform	VBZ
cord-229393-t3cpzmwj	120	11	better	well	RBR
cord-229393-t3cpzmwj	120	12	,	,	,
cord-229393-t3cpzmwj	120	13	while	while	IN
cord-229393-t3cpzmwj	120	14	for	for	IN
cord-229393-t3cpzmwj	120	15	Global	Global	NNP
cord-229393-t3cpzmwj	120	16	,	,	,
cord-229393-t3cpzmwj	120	17	fixed	fix	VBN
cord-229393-t3cpzmwj	120	18	scheme	scheme	NN
cord-229393-t3cpzmwj	120	19	has	have	VBZ
cord-229393-t3cpzmwj	120	20	a	a	DT
cord-229393-t3cpzmwj	120	21	lower	low	JJR
cord-229393-t3cpzmwj	120	22	RMSE	rmse	NN
cord-229393-t3cpzmwj	120	23	.	.	.
cord-229393-t3cpzmwj	121	1	This	this	DT
cord-229393-t3cpzmwj	121	2	may	may	MD
cord-229393-t3cpzmwj	121	3	be	be	VB
cord-229393-t3cpzmwj	121	4	due	due	JJ
cord-229393-t3cpzmwj	121	5	to	to	IN
cord-229393-t3cpzmwj	121	6	lack	lack	NN
cord-229393-t3cpzmwj	121	7	of	of	IN
cord-229393-t3cpzmwj	121	8	enough	enough	JJ
cord-229393-t3cpzmwj	121	9	data	datum	NNS
cord-229393-t3cpzmwj	121	10	resulting	result	VBG
cord-229393-t3cpzmwj	121	11	in	in	IN
cord-229393-t3cpzmwj	121	12	overfitting	overfitting	NN
cord-229393-t3cpzmwj	121	13	of	of	IN
cord-229393-t3cpzmwj	121	14	variable	variable	JJ
cord-229393-t3cpzmwj	121	15	hyperparameter	hyperparameter	NN
cord-229393-t3cpzmwj	121	16	scheme	scheme	NN
cord-229393-t3cpzmwj	121	17	.	.	.
cord-229393-t3cpzmwj	122	1	This	this	DT
cord-229393-t3cpzmwj	122	2	is	be	VBZ
cord-229393-t3cpzmwj	122	3	evident	evident	JJ
cord-229393-t3cpzmwj	122	4	from	from	IN
cord-229393-t3cpzmwj	122	5	the	the	DT
cord-229393-t3cpzmwj	122	6	fact	fact	NN
cord-229393-t3cpzmwj	122	7	that	that	IN
cord-229393-t3cpzmwj	122	8	the	the	DT
cord-229393-t3cpzmwj	122	9	validation	validation	NN
cord-229393-t3cpzmwj	122	10	errors	error	NNS
cord-229393-t3cpzmwj	122	11	are	be	VBP
cord-229393-t3cpzmwj	122	12	much	much	RB
cord-229393-t3cpzmwj	122	13	lower	low	JJR
cord-229393-t3cpzmwj	122	14	than	than	IN
cord-229393-t3cpzmwj	122	15	the	the	DT
cord-229393-t3cpzmwj	122	16	test	test	NN
cord-229393-t3cpzmwj	122	17	errors	error	NNS
cord-229393-t3cpzmwj	122	18	.	.	.
cord-229393-t3cpzmwj	123	1	This	this	DT
cord-229393-t3cpzmwj	123	2	observation	observation	NN
cord-229393-t3cpzmwj	123	3	also	also	RB
cord-229393-t3cpzmwj	123	4	supports	support	VBZ
cord-229393-t3cpzmwj	123	5	the	the	DT
cord-229393-t3cpzmwj	123	6	decision	decision	NN
cord-229393-t3cpzmwj	123	7	of	of	IN
cord-229393-t3cpzmwj	123	8	going	go	VBG
cord-229393-t3cpzmwj	123	9	forward	forward	RB
cord-229393-t3cpzmwj	123	10	with	with	IN
cord-229393-t3cpzmwj	123	11	the	the	DT
cord-229393-t3cpzmwj	123	12	ensemble	ensemble	NN
cord-229393-t3cpzmwj	123	13	approach	approach	NN
cord-229393-t3cpzmwj	123	14	instead	instead	RB
cord-229393-t3cpzmwj	123	15	of	of	IN
cord-229393-t3cpzmwj	123	16	choosing	choose	VBG
cord-229393-t3cpzmwj	123	17	one	one	CD
cord-229393-t3cpzmwj	123	18	of	of	IN
cord-229393-t3cpzmwj	123	19	variable	variable	JJ
cord-229393-t3cpzmwj	123	20	or	or	CC
cord-229393-t3cpzmwj	123	21	fixed	fix	VBN
cord-229393-t3cpzmwj	123	22	schemes	scheme	NNS
cord-229393-t3cpzmwj	123	23	.	.	.
cord-229393-t3cpzmwj	123	24	 	 	_SP
cord-229393-t3cpzmwj	124	1	Since	since	IN
cord-229393-t3cpzmwj	124	2	the	the	DT
cord-229393-t3cpzmwj	124	3	speed	speed	NN
cord-229393-t3cpzmwj	124	4	of	of	IN
cord-229393-t3cpzmwj	124	5	infection	infection	NN
cord-229393-t3cpzmwj	124	6	is	be	VBZ
cord-229393-t3cpzmwj	124	7	driven	drive	VBN
cord-229393-t3cpzmwj	124	8	by	by	IN
cord-229393-t3cpzmwj	124	9	β	β	NN
cord-229393-t3cpzmwj	124	10	p	p	NN
cord-229393-t3cpzmwj	124	11	i	i	NNP
cord-229393-t3cpzmwj	124	12	,	,	,
cord-229393-t3cpzmwj	124	13	we	-PRON-	PRP
cord-229393-t3cpzmwj	124	14	can	can	MD
cord-229393-t3cpzmwj	124	15	assess	assess	VB
cord-229393-t3cpzmwj	124	16	the	the	DT
cord-229393-t3cpzmwj	124	17	effect	effect	NN
cord-229393-t3cpzmwj	124	18	of	of	IN
cord-229393-t3cpzmwj	124	19	a	a	DT
cord-229393-t3cpzmwj	124	20	region	region	NN
cord-229393-t3cpzmwj	124	21	's	's	POS
cord-229393-t3cpzmwj	124	22	effort	effort	NN
cord-229393-t3cpzmwj	124	23	to	to	TO
cord-229393-t3cpzmwj	124	24	battle	battle	NN
cord-229393-t3cpzmwj	124	25	COVID-19	covid-19	VB
cord-229393-t3cpzmwj	124	26	by	by	IN
cord-229393-t3cpzmwj	124	27	the	the	DT
cord-229393-t3cpzmwj	124	28	change	change	NN
cord-229393-t3cpzmwj	124	29	observed	observe	VBN
cord-229393-t3cpzmwj	124	30	in	in	IN
cord-229393-t3cpzmwj	124	31	these	these	DT
cord-229393-t3cpzmwj	124	32	parameters	parameter	NNS
cord-229393-t3cpzmwj	124	33	.	.	.
cord-229393-t3cpzmwj	125	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	125	2	measure	measure	VBP
cord-229393-t3cpzmwj	125	3	the	the	DT
cord-229393-t3cpzmwj	125	4	number	number	NN
cord-229393-t3cpzmwj	125	5	of	of	IN
cord-229393-t3cpzmwj	125	6	transmissions	transmission	NNS
cord-229393-t3cpzmwj	125	7	a	a	DT
cord-229393-t3cpzmwj	125	8	susceptible	susceptible	JJ
cord-229393-t3cpzmwj	125	9	person	person	NN
cord-229393-t3cpzmwj	125	10	receives	receive	VBZ
cord-229393-t3cpzmwj	125	11	from	from	IN
cord-229393-t3cpzmwj	125	12	an	an	DT
cord-229393-t3cpzmwj	125	13	infected	infected	JJ
cord-229393-t3cpzmwj	125	14	individual	individual	NN
cord-229393-t3cpzmwj	125	15	,	,	,
cord-229393-t3cpzmwj	125	16	assuming	assume	VBG
cord-229393-t3cpzmwj	125	17	the	the	DT
cord-229393-t3cpzmwj	125	18	infections	infection	NNS
cord-229393-t3cpzmwj	125	19	are	be	VBP
cord-229393-t3cpzmwj	125	20	uniformly	uniformly	RB
cord-229393-t3cpzmwj	125	21	distributed	distribute	VBN
cord-229393-t3cpzmwj	125	22	across	across	IN
cord-229393-t3cpzmwj	125	23	all	all	DT
cord-229393-t3cpzmwj	125	24	sub	sub	NN
cord-229393-t3cpzmwj	125	25	-	-	NNS
cord-229393-t3cpzmwj	125	26	states	state	NNS
cord-229393-t3cpzmwj	125	27	.	.	.
cord-229393-t3cpzmwj	126	1	Another	another	DT
cord-229393-t3cpzmwj	126	2	approach	approach	NN
cord-229393-t3cpzmwj	126	3	to	to	TO
cord-229393-t3cpzmwj	126	4	define	define	VB
cord-229393-t3cpzmwj	126	5	this	this	DT
cord-229393-t3cpzmwj	126	6	quantity	quantity	NN
cord-229393-t3cpzmwj	126	7	is	be	VBZ
cord-229393-t3cpzmwj	126	8	to	to	TO
cord-229393-t3cpzmwj	126	9	measure	measure	VB
cord-229393-t3cpzmwj	126	10	the	the	DT
cord-229393-t3cpzmwj	126	11	number	number	NN
cord-229393-t3cpzmwj	126	12	of	of	IN
cord-229393-t3cpzmwj	126	13	new	new	JJ
cord-229393-t3cpzmwj	126	14	infections	infection	NNS
cord-229393-t3cpzmwj	126	15	,	,	,
cord-229393-t3cpzmwj	126	16	given	give	VBN
cord-229393-t3cpzmwj	126	17	that	that	IN
cord-229393-t3cpzmwj	126	18	past	past	JJ
cord-229393-t3cpzmwj	126	19	infections	infection	NNS
cord-229393-t3cpzmwj	126	20	are	be	VBP
cord-229393-t3cpzmwj	126	21	uniformly	uniformly	RB
cord-229393-t3cpzmwj	126	22	increasing	increase	VBG
cord-229393-t3cpzmwj	126	23	.	.	.
cord-229393-t3cpzmwj	127	1	This	this	DT
cord-229393-t3cpzmwj	127	2	allows	allow	VBZ
cord-229393-t3cpzmwj	127	3	us	-PRON-	PRP
cord-229393-t3cpzmwj	127	4	to	to	TO
cord-229393-t3cpzmwj	127	5	quantify	quantify	VB
cord-229393-t3cpzmwj	127	6	a	a	DT
cord-229393-t3cpzmwj	127	7	measure	measure	NN
cord-229393-t3cpzmwj	127	8	of	of	IN
cord-229393-t3cpzmwj	127	9	"	"	``
cord-229393-t3cpzmwj	127	10	contact	contact	NN
cord-229393-t3cpzmwj	127	11	"	"	''
cord-229393-t3cpzmwj	127	12	without	without	IN
cord-229393-t3cpzmwj	127	13	relying	rely	VBG
cord-229393-t3cpzmwj	127	14	on	on	IN
cord-229393-t3cpzmwj	127	15	the	the	DT
cord-229393-t3cpzmwj	127	16	state	state	NN
cord-229393-t3cpzmwj	127	17	of	of	IN
cord-229393-t3cpzmwj	127	18	individuals	individual	NNS
cord-229393-t3cpzmwj	127	19	(	(	-LRB-
cord-229393-t3cpzmwj	127	20	infected	infect	VBN
cord-229393-t3cpzmwj	127	21	/	/	SYM
cord-229393-t3cpzmwj	127	22	susceptible	susceptible	JJ
cord-229393-t3cpzmwj	127	23	)	)	-RRB-
cord-229393-t3cpzmwj	127	24	in	in	IN
cord-229393-t3cpzmwj	127	25	the	the	DT
cord-229393-t3cpzmwj	127	26	population	population	NN
cord-229393-t3cpzmwj	127	27	as	as	IN
cord-229393-t3cpzmwj	127	28	We	-PRON-	PRP
cord-229393-t3cpzmwj	127	29	define	define	VBP
cord-229393-t3cpzmwj	127	30	Contact	Contact	NNP
cord-229393-t3cpzmwj	127	31	Reduction	reduction	NN
cord-229393-t3cpzmwj	127	32	Score	score	NN
cord-229393-t3cpzmwj	127	33	(	(	-LRB-
cord-229393-t3cpzmwj	127	34	CRS	CRS	NNP
cord-229393-t3cpzmwj	127	35	)	)	-RRB-
cord-229393-t3cpzmwj	127	36	for	for	IN
cord-229393-t3cpzmwj	127	37	a	a	DT
cord-229393-t3cpzmwj	127	38	region	region	NN
cord-229393-t3cpzmwj	127	39	(	(	-LRB-
cord-229393-t3cpzmwj	127	40	country	country	NN
cord-229393-t3cpzmwj	127	41	/	/	SYM
cord-229393-t3cpzmwj	127	42	state	state	NN
cord-229393-t3cpzmwj	127	43	)	)	-RRB-
cord-229393-t3cpzmwj	127	44	as	as	IN
cord-229393-t3cpzmwj	127	45	the	the	DT
cord-229393-t3cpzmwj	127	46	fractional	fractional	JJ
cord-229393-t3cpzmwj	127	47	change	change	NN
cord-229393-t3cpzmwj	127	48	in	in	IN
cord-229393-t3cpzmwj	127	49	this	this	DT
cord-229393-t3cpzmwj	127	50	number	number	NN
cord-229393-t3cpzmwj	127	51	of	of	IN
cord-229393-t3cpzmwj	127	52	transmissions	transmission	NNS
cord-229393-t3cpzmwj	127	53	:	:	:
cord-229393-t3cpzmwj	127	54	We	-PRON-	PRP
cord-229393-t3cpzmwj	127	55	picked	pick	VBD
cord-229393-t3cpzmwj	127	56	a	a	DT
cord-229393-t3cpzmwj	127	57	date	date	NN
cord-229393-t3cpzmwj	127	58	in	in	IN
cord-229393-t3cpzmwj	127	59	the	the	DT
cord-229393-t3cpzmwj	127	60	middle	middle	NN
cord-229393-t3cpzmwj	127	61	of	of	IN
cord-229393-t3cpzmwj	127	62	March	March	NNP
cord-229393-t3cpzmwj	127	63	as	as	IN
cord-229393-t3cpzmwj	127	64	the	the	DT
cord-229393-t3cpzmwj	127	65	reference	reference	NN
cord-229393-t3cpzmwj	127	66	day	day	NN
cord-229393-t3cpzmwj	127	67	to	to	TO
cord-229393-t3cpzmwj	127	68	learn	learn	VB
cord-229393-t3cpzmwj	127	69	τ	τ	NN
cord-229393-t3cpzmwj	127	70	p	p	NN
cord-229393-t3cpzmwj	127	71	N	n	NN
cord-229393-t3cpzmwj	127	72	(	(	-LRB-
cord-229393-t3cpzmwj	127	73	old	old	JJ
cord-229393-t3cpzmwj	127	74	)	)	-RRB-
cord-229393-t3cpzmwj	127	75	,	,	,
cord-229393-t3cpzmwj	127	76	and	and	CC
cord-229393-t3cpzmwj	127	77	compared	compare	VBN
cord-229393-t3cpzmwj	127	78	against	against	IN
cord-229393-t3cpzmwj	127	79	τ	τ	NN
cord-229393-t3cpzmwj	127	80	p	p	NN
cord-229393-t3cpzmwj	127	81	N	n	CD
cord-229393-t3cpzmwj	127	82	(	(	-LRB-
cord-229393-t3cpzmwj	127	83	new	new	NNP
cord-229393-t3cpzmwj	127	84	)	)	-RRB-
cord-229393-t3cpzmwj	127	85	obtained	obtain	VBN
cord-229393-t3cpzmwj	127	86	from	from	IN
cord-229393-t3cpzmwj	127	87	training	training	NN
cord-229393-t3cpzmwj	127	88	up	up	RP
cord-229393-t3cpzmwj	127	89	to	to	IN
cord-229393-t3cpzmwj	127	90	April	April	NNP
cord-229393-t3cpzmwj	127	91	10	10	CD
cord-229393-t3cpzmwj	127	92	.	.	.
cord-229393-t3cpzmwj	128	1	Since	since	IN
cord-229393-t3cpzmwj	128	2	,	,	,
cord-229393-t3cpzmwj	128	3	the	the	DT
cord-229393-t3cpzmwj	128	4	ensemble	ensemble	JJ
cord-229393-t3cpzmwj	128	5	approach	approach	NN
cord-229393-t3cpzmwj	128	6	for	for	IN
cord-229393-t3cpzmwj	128	7	hyper	hyper	JJ
cord-229393-t3cpzmwj	128	8	-	-	NNS
cord-229393-t3cpzmwj	128	9	parameters	parameter	NNS
cord-229393-t3cpzmwj	128	10	selection	selection	NN
cord-229393-t3cpzmwj	128	11	has	have	VBZ
cord-229393-t3cpzmwj	128	12	the	the	DT
cord-229393-t3cpzmwj	128	13	best	good	JJS
cord-229393-t3cpzmwj	128	14	performance	performance	NN
cord-229393-t3cpzmwj	128	15	,	,	,
cord-229393-t3cpzmwj	128	16	we	-PRON-	PRP
cord-229393-t3cpzmwj	128	17	compute	compute	VBP
cord-229393-t3cpzmwj	128	18	the	the	DT
cord-229393-t3cpzmwj	128	19	number	number	NN
cord-229393-t3cpzmwj	128	20	of	of	IN
cord-229393-t3cpzmwj	128	21	transmissions	transmission	NNS
cord-229393-t3cpzmwj	128	22	as	as	IN
cord-229393-t3cpzmwj	128	23	the	the	DT
cord-229393-t3cpzmwj	128	24	average	average	NN
cord-229393-t3cpzmwj	128	25	of	of	IN
cord-229393-t3cpzmwj	128	26	transmissions	transmission	NNS
cord-229393-t3cpzmwj	128	27	obtained	obtain	VBN
cord-229393-t3cpzmwj	128	28	from	from	IN
cord-229393-t3cpzmwj	128	29	both	both	DT
cord-229393-t3cpzmwj	128	30	scenarios	scenario	NNS
cord-229393-t3cpzmwj	128	31	.	.	.
cord-229393-t3cpzmwj	129	1	Further	further	RB
cord-229393-t3cpzmwj	129	2	,	,	,
cord-229393-t3cpzmwj	129	3	we	-PRON-	PRP
cord-229393-t3cpzmwj	129	4	also	also	RB
cord-229393-t3cpzmwj	129	5	define	define	VBP
cord-229393-t3cpzmwj	129	6	Epidemic	Epidemic	NNP
cord-229393-t3cpzmwj	129	7	Reduction	reduction	NN
cord-229393-t3cpzmwj	129	8	Score	Score	NNP
cord-229393-t3cpzmwj	129	9	,	,	,
cord-229393-t3cpzmwj	129	10	which	which	WDT
cord-229393-t3cpzmwj	129	11	measures	measure	VBZ
cord-229393-t3cpzmwj	129	12	the	the	DT
cord-229393-t3cpzmwj	129	13	fractional	fractional	JJ
cord-229393-t3cpzmwj	129	14	reduction	reduction	NN
cord-229393-t3cpzmwj	129	15	in	in	IN
cord-229393-t3cpzmwj	129	16	number	number	NN
cord-229393-t3cpzmwj	129	17	of	of	IN
cord-229393-t3cpzmwj	129	18	infections	infection	NNS
cord-229393-t3cpzmwj	129	19	compared	compare	VBN
cord-229393-t3cpzmwj	129	20	to	to	IN
cord-229393-t3cpzmwj	129	21	the	the	DT
cord-229393-t3cpzmwj	129	22	scenario	scenario	NN
cord-229393-t3cpzmwj	129	23	where	where	WRB
cord-229393-t3cpzmwj	129	24	the	the	DT
cord-229393-t3cpzmwj	129	25	trend	trend	NN
cord-229393-t3cpzmwj	129	26	of	of	IN
cord-229393-t3cpzmwj	129	27	infection	infection	NN
cord-229393-t3cpzmwj	129	28	at	at	IN
cord-229393-t3cpzmwj	129	29	reference	reference	NN
cord-229393-t3cpzmwj	129	30	day	day	NN
cord-229393-t3cpzmwj	129	31	had	have	VBD
cord-229393-t3cpzmwj	129	32	continued	continue	VBN
cord-229393-t3cpzmwj	129	33	.	.	.
cord-229393-t3cpzmwj	130	1	The	the	DT
cord-229393-t3cpzmwj	130	2	Reduction	reduction	NN
cord-229393-t3cpzmwj	130	3	Scores	Scores	NNPS
cord-229393-t3cpzmwj	130	4	for	for	IN
cord-229393-t3cpzmwj	130	5	US	US	NNP
cord-229393-t3cpzmwj	130	6	states	state	NNS
cord-229393-t3cpzmwj	130	7	and	and	CC
cord-229393-t3cpzmwj	130	8	global	global	JJ
cord-229393-t3cpzmwj	130	9	countries	country	NNS
cord-229393-t3cpzmwj	130	10	are	be	VBP
cord-229393-t3cpzmwj	130	11	shown	show	VBN
cord-229393-t3cpzmwj	130	12	in	in	IN
cord-229393-t3cpzmwj	130	13	Fig	Fig	NNP
cord-229393-t3cpzmwj	130	14	.	.	.
cord-229393-t3cpzmwj	131	1	4	4	LS
cord-229393-t3cpzmwj	131	2	.	.	.
cord-229393-t3cpzmwj	132	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	132	2	ignored	ignore	VBD
cord-229393-t3cpzmwj	132	3	all	all	PDT
cord-229393-t3cpzmwj	132	4	the	the	DT
cord-229393-t3cpzmwj	132	5	regions	region	NNS
cord-229393-t3cpzmwj	132	6	that	that	WDT
cord-229393-t3cpzmwj	132	7	had	have	VBD
cord-229393-t3cpzmwj	132	8	less	less	JJR
cord-229393-t3cpzmwj	132	9	than	than	IN
cord-229393-t3cpzmwj	132	10	100	100	CD
cord-229393-t3cpzmwj	132	11	cases	case	NNS
cord-229393-t3cpzmwj	132	12	for	for	IN
cord-229393-t3cpzmwj	132	13	US	US	NNP
cord-229393-t3cpzmwj	132	14	state	state	NN
cord-229393-t3cpzmwj	132	15	-	-	HYPH
cord-229393-t3cpzmwj	132	16	level	level	NN
cord-229393-t3cpzmwj	132	17	and	and	CC
cord-229393-t3cpzmwj	132	18	1000	1000	CD
cord-229393-t3cpzmwj	132	19	cases	case	NNS
cord-229393-t3cpzmwj	132	20	from	from	IN
cord-229393-t3cpzmwj	132	21	country	country	NN
cord-229393-t3cpzmwj	132	22	-	-	HYPH
cord-229393-t3cpzmwj	132	23	level	level	NN
cord-229393-t3cpzmwj	132	24	data	datum	NNS
cord-229393-t3cpzmwj	132	25	on	on	IN
cord-229393-t3cpzmwj	132	26	the	the	DT
cord-229393-t3cpzmwj	132	27	reference	reference	NN
cord-229393-t3cpzmwj	132	28	day	day	NN
cord-229393-t3cpzmwj	132	29	in	in	IN
cord-229393-t3cpzmwj	132	30	order	order	NN
cord-229393-t3cpzmwj	132	31	to	to	TO
cord-229393-t3cpzmwj	132	32	make	make	VB
cord-229393-t3cpzmwj	132	33	the	the	DT
cord-229393-t3cpzmwj	132	34	comparison	comparison	NN
cord-229393-t3cpzmwj	132	35	reliable	reliable	JJ
cord-229393-t3cpzmwj	132	36	.	.	.
cord-229393-t3cpzmwj	133	1	Among	among	IN
cord-229393-t3cpzmwj	133	2	the	the	DT
cord-229393-t3cpzmwj	133	3	30	30	CD
cord-229393-t3cpzmwj	133	4	US	US	NNP
cord-229393-t3cpzmwj	133	5	states	state	NNS
cord-229393-t3cpzmwj	133	6	that	that	WDT
cord-229393-t3cpzmwj	133	7	qualify	qualify	VBP
cord-229393-t3cpzmwj	133	8	based	base	VBN
cord-229393-t3cpzmwj	133	9	on	on	IN
cord-229393-t3cpzmwj	133	10	the	the	DT
cord-229393-t3cpzmwj	133	11	threshold	threshold	NN
cord-229393-t3cpzmwj	133	12	of	of	IN
cord-229393-t3cpzmwj	133	13	100	100	CD
cord-229393-t3cpzmwj	133	14	cases	case	NNS
cord-229393-t3cpzmwj	133	15	at	at	IN
cord-229393-t3cpzmwj	133	16	baseline	baseline	NN
cord-229393-t3cpzmwj	133	17	,	,	,
cord-229393-t3cpzmwj	133	18	the	the	DT
cord-229393-t3cpzmwj	133	19	state	state	NN
cord-229393-t3cpzmwj	133	20	with	with	IN
cord-229393-t3cpzmwj	133	21	best	good	JJS
cord-229393-t3cpzmwj	133	22	CRS	CRS	NNP
cord-229393-t3cpzmwj	133	23	was	be	VBD
cord-229393-t3cpzmwj	133	24	New	New	NNP
cord-229393-t3cpzmwj	133	25	Jersey	Jersey	NNP
cord-229393-t3cpzmwj	133	26	,	,	,
cord-229393-t3cpzmwj	133	27	and	and	CC
cord-229393-t3cpzmwj	133	28	Minnesota	Minnesota	NNP
cord-229393-t3cpzmwj	133	29	scored	score	VBD
cord-229393-t3cpzmwj	133	30	the	the	DT
cord-229393-t3cpzmwj	133	31	worst	bad	JJS
cord-229393-t3cpzmwj	133	32	.	.	.
cord-229393-t3cpzmwj	134	1	Mississippi	Mississippi	NNP
cord-229393-t3cpzmwj	134	2	has	have	VBZ
cord-229393-t3cpzmwj	134	3	the	the	DT
cord-229393-t3cpzmwj	134	4	top	top	JJ
cord-229393-t3cpzmwj	134	5	ERS	ERS	NNP
cord-229393-t3cpzmwj	134	6	with	with	IN
cord-229393-t3cpzmwj	134	7	Massachusetts	Massachusetts	NNP
cord-229393-t3cpzmwj	134	8	at	at	IN
cord-229393-t3cpzmwj	134	9	the	the	DT
cord-229393-t3cpzmwj	134	10	bottom	bottom	NN
cord-229393-t3cpzmwj	134	11	of	of	IN
cord-229393-t3cpzmwj	134	12	the	the	DT
cord-229393-t3cpzmwj	134	13	list	list	NN
cord-229393-t3cpzmwj	134	14	.	.	.
cord-229393-t3cpzmwj	135	1	Mississippi	Mississippi	NNP
cord-229393-t3cpzmwj	135	2	is	be	VBZ
cord-229393-t3cpzmwj	135	3	also	also	RB
cord-229393-t3cpzmwj	135	4	close	close	JJ
cord-229393-t3cpzmwj	135	5	to	to	IN
cord-229393-t3cpzmwj	135	6	New	New	NNP
cord-229393-t3cpzmwj	135	7	Jersey	Jersey	NNP
cord-229393-t3cpzmwj	135	8	in	in	IN
cord-229393-t3cpzmwj	135	9	CRS	CRS	NNP
cord-229393-t3cpzmwj	135	10	.	.	.
cord-229393-t3cpzmwj	136	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	136	2	note	note	VBP
cord-229393-t3cpzmwj	136	3	that	that	IN
cord-229393-t3cpzmwj	136	4	Mississippi	Mississippi	NNP
cord-229393-t3cpzmwj	136	5	has	have	VBZ
cord-229393-t3cpzmwj	136	6	been	be	VBN
cord-229393-t3cpzmwj	136	7	awarded	award	VBN
cord-229393-t3cpzmwj	136	8	between	between	IN
cord-229393-t3cpzmwj	136	9	C	C	NNP
cord-229393-t3cpzmwj	136	10	and	and	CC
cord-229393-t3cpzmwj	136	11	F	F	NNP
cord-229393-t3cpzmwj	136	12	since	since	IN
cord-229393-t3cpzmwj	136	13	the	the	DT
cord-229393-t3cpzmwj	136	14	reference	reference	NN
cord-229393-t3cpzmwj	136	15	day	day	NN
cord-229393-t3cpzmwj	136	16	to	to	IN
cord-229393-t3cpzmwj	136	17	early	early	JJ
cord-229393-t3cpzmwj	136	18	April	April	NNP
cord-229393-t3cpzmwj	136	19	for	for	IN
cord-229393-t3cpzmwj	136	20	its	-PRON-	PRP$
cord-229393-t3cpzmwj	136	21	"	"	``
cord-229393-t3cpzmwj	136	22	Social	Social	NNP
cord-229393-t3cpzmwj	136	23	Distancing	distancing	NN
cord-229393-t3cpzmwj	136	24	"	"	''
cord-229393-t3cpzmwj	136	25	score	score	NN
cord-229393-t3cpzmwj	136	26	by	by	IN
cord-229393-t3cpzmwj	136	27	Unacast	Unacast	NNP
cord-229393-t3cpzmwj	136	28	5	5	CD
cord-229393-t3cpzmwj	136	29	.	.	.
cord-229393-t3cpzmwj	137	1	This	this	DT
cord-229393-t3cpzmwj	137	2	suggests	suggest	VBZ
cord-229393-t3cpzmwj	137	3	that	that	IN
cord-229393-t3cpzmwj	137	4	while	while	IN
cord-229393-t3cpzmwj	137	5	"	"	``
cord-229393-t3cpzmwj	137	6	Social	Social	NNP
cord-229393-t3cpzmwj	137	7	Distancing	distancing	NN
cord-229393-t3cpzmwj	137	8	"	"	''
cord-229393-t3cpzmwj	137	9	score	score	NN
cord-229393-t3cpzmwj	137	10	captures	capture	VBZ
cord-229393-t3cpzmwj	137	11	percentage	percentage	NN
cord-229393-t3cpzmwj	137	12	reduction	reduction	NN
cord-229393-t3cpzmwj	137	13	in	in	IN
cord-229393-t3cpzmwj	137	14	average	average	JJ
cord-229393-t3cpzmwj	137	15	mobility	mobility	NN
cord-229393-t3cpzmwj	137	16	,	,	,
cord-229393-t3cpzmwj	137	17	it	-PRON-	PRP
cord-229393-t3cpzmwj	137	18	does	do	VBZ
cord-229393-t3cpzmwj	137	19	not	not	RB
cord-229393-t3cpzmwj	137	20	provide	provide	VB
cord-229393-t3cpzmwj	137	21	the	the	DT
cord-229393-t3cpzmwj	137	22	complete	complete	JJ
cord-229393-t3cpzmwj	137	23	picture	picture	NN
cord-229393-t3cpzmwj	137	24	of	of	IN
cord-229393-t3cpzmwj	137	25	the	the	DT
cord-229393-t3cpzmwj	137	26	changes	change	NNS
cord-229393-t3cpzmwj	137	27	in	in	IN
cord-229393-t3cpzmwj	137	28	infection	infection	NN
cord-229393-t3cpzmwj	137	29	dynamics	dynamic	NNS
cord-229393-t3cpzmwj	137	30	.	.	.
cord-229393-t3cpzmwj	138	1	A	a	DT
cord-229393-t3cpzmwj	138	2	visual	visual	JJ
cord-229393-t3cpzmwj	138	3	inspection	inspection	NN
cord-229393-t3cpzmwj	138	4	reveals	reveal	VBZ
cord-229393-t3cpzmwj	138	5	that	that	IN
cord-229393-t3cpzmwj	138	6	Mississippi	Mississippi	NNP
cord-229393-t3cpzmwj	138	7	has	have	VBZ
cord-229393-t3cpzmwj	138	8	indeed	indeed	RB
cord-229393-t3cpzmwj	138	9	shown	show	VBN
cord-229393-t3cpzmwj	138	10	significant	significant	JJ
cord-229393-t3cpzmwj	138	11	change	change	NN
cord-229393-t3cpzmwj	138	12	(	(	-LRB-
cord-229393-t3cpzmwj	138	13	Fig	fig	NN
cord-229393-t3cpzmwj	138	14	.	.	.
cord-229393-t3cpzmwj	138	15	5	5	LS
cord-229393-t3cpzmwj	138	16	)	)	-RRB-
cord-229393-t3cpzmwj	138	17	compared	compare	VBN
cord-229393-t3cpzmwj	138	18	to	to	IN
cord-229393-t3cpzmwj	138	19	reference	reference	NN
cord-229393-t3cpzmwj	138	20	day	day	NN
cord-229393-t3cpzmwj	138	21	when	when	WRB
cord-229393-t3cpzmwj	138	22	number	number	NN
cord-229393-t3cpzmwj	138	23	of	of	IN
cord-229393-t3cpzmwj	138	24	infections	infection	NNS
cord-229393-t3cpzmwj	138	25	were	be	VBD
cord-229393-t3cpzmwj	138	26	increasing	increase	VBG
cord-229393-t3cpzmwj	138	27	much	much	RB
cord-229393-t3cpzmwj	138	28	more	more	RBR
cord-229393-t3cpzmwj	138	29	rapidly	rapidly	RB
cord-229393-t3cpzmwj	138	30	.	.	.
cord-229393-t3cpzmwj	139	1	At	at	IN
cord-229393-t3cpzmwj	139	2	country	country	NN
cord-229393-t3cpzmwj	139	3	-	-	HYPH
cord-229393-t3cpzmwj	139	4	level	level	NN
cord-229393-t3cpzmwj	139	5	,	,	,
cord-229393-t3cpzmwj	139	6	Brazil	Brazil	NNP
cord-229393-t3cpzmwj	139	7	has	have	VBZ
cord-229393-t3cpzmwj	139	8	the	the	DT
cord-229393-t3cpzmwj	139	9	best	good	JJS
cord-229393-t3cpzmwj	139	10	CRS	CRS	NNP
cord-229393-t3cpzmwj	139	11	with	with	IN
cord-229393-t3cpzmwj	139	12	Japan	Japan	NNP
cord-229393-t3cpzmwj	139	13	at	at	IN
cord-229393-t3cpzmwj	139	14	the	the	DT
cord-229393-t3cpzmwj	139	15	bottom	bottom	NN
cord-229393-t3cpzmwj	139	16	,	,	,
cord-229393-t3cpzmwj	139	17	among	among	IN
cord-229393-t3cpzmwj	139	18	22	22	CD
cord-229393-t3cpzmwj	139	19	countries	country	NNS
cord-229393-t3cpzmwj	139	20	selected	select	VBN
cord-229393-t3cpzmwj	139	21	based	base	VBN
cord-229393-t3cpzmwj	139	22	on	on	IN
cord-229393-t3cpzmwj	139	23	a	a	DT
cord-229393-t3cpzmwj	139	24	threshold	threshold	NN
cord-229393-t3cpzmwj	139	25	of	of	IN
cord-229393-t3cpzmwj	139	26	1000	1000	CD
cord-229393-t3cpzmwj	139	27	infections	infection	NNS
cord-229393-t3cpzmwj	139	28	at	at	IN
cord-229393-t3cpzmwj	139	29	reference	reference	NN
cord-229393-t3cpzmwj	139	30	day	day	NN
cord-229393-t3cpzmwj	139	31	.	.	.
cord-229393-t3cpzmwj	140	1	Based	base	VBN
cord-229393-t3cpzmwj	140	2	on	on	IN
cord-229393-t3cpzmwj	140	3	ERS	ERS	NNP
cord-229393-t3cpzmwj	140	4	,	,	,
cord-229393-t3cpzmwj	140	5	US	US	NNP
cord-229393-t3cpzmwj	140	6	tops	top	VBZ
cord-229393-t3cpzmwj	140	7	the	the	DT
cord-229393-t3cpzmwj	140	8	list	list	NN
cord-229393-t3cpzmwj	140	9	with	with	IN
cord-229393-t3cpzmwj	140	10	Japan	Japan	NNP
cord-229393-t3cpzmwj	140	11	at	at	IN
cord-229393-t3cpzmwj	140	12	the	the	DT
cord-229393-t3cpzmwj	140	13	bottom	bottom	NN
cord-229393-t3cpzmwj	140	14	again	again	RB
cord-229393-t3cpzmwj	140	15	.	.	.
cord-229393-t3cpzmwj	141	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	141	2	emphasize	emphasize	VBP
cord-229393-t3cpzmwj	141	3	that	that	IN
cord-229393-t3cpzmwj	141	4	these	these	DT
cord-229393-t3cpzmwj	141	5	rankings	ranking	NNS
cord-229393-t3cpzmwj	141	6	are	be	VBP
cord-229393-t3cpzmwj	141	7	sensitive	sensitive	JJ
cord-229393-t3cpzmwj	141	8	to	to	IN
cord-229393-t3cpzmwj	141	9	the	the	DT
cord-229393-t3cpzmwj	141	10	reference	reference	NN
cord-229393-t3cpzmwj	141	11	day	day	NN
cord-229393-t3cpzmwj	141	12	.	.	.
cord-229393-t3cpzmwj	142	1	While	while	IN
cord-229393-t3cpzmwj	142	2	both	both	CC
cord-229393-t3cpzmwj	142	3	CRS	CRS	NNP
cord-229393-t3cpzmwj	142	4	and	and	CC
cord-229393-t3cpzmwj	142	5	ERS	ERS	NNP
cord-229393-t3cpzmwj	142	6	measure	measure	VB
cord-229393-t3cpzmwj	142	7	a	a	DT
cord-229393-t3cpzmwj	142	8	region	region	NN
cord-229393-t3cpzmwj	142	9	's	's	POS
cord-229393-t3cpzmwj	142	10	response	response	NN
cord-229393-t3cpzmwj	142	11	to	to	IN
cord-229393-t3cpzmwj	142	12	the	the	DT
cord-229393-t3cpzmwj	142	13	epidemic	epidemic	NN
cord-229393-t3cpzmwj	142	14	,	,	,
cord-229393-t3cpzmwj	142	15	we	-PRON-	PRP
cord-229393-t3cpzmwj	142	16	believe	believe	VBP
cord-229393-t3cpzmwj	142	17	that	that	IN
cord-229393-t3cpzmwj	142	18	CRS	CRS	NNP
cord-229393-t3cpzmwj	142	19	is	be	VBZ
cord-229393-t3cpzmwj	142	20	a	a	DT
cord-229393-t3cpzmwj	142	21	better	well	JJR
cord-229393-t3cpzmwj	142	22	metric	metric	NN
cord-229393-t3cpzmwj	142	23	to	to	TO
cord-229393-t3cpzmwj	142	24	evaluate	evaluate	VB
cord-229393-t3cpzmwj	142	25	a	a	DT
cord-229393-t3cpzmwj	142	26	region	region	NN
cord-229393-t3cpzmwj	142	27	's	's	POS
cord-229393-t3cpzmwj	142	28	efforts	effort	NNS
cord-229393-t3cpzmwj	142	29	.	.	.
cord-229393-t3cpzmwj	143	1	This	this	DT
cord-229393-t3cpzmwj	143	2	is	be	VBZ
cord-229393-t3cpzmwj	143	3	due	due	JJ
cord-229393-t3cpzmwj	143	4	to	to	IN
cord-229393-t3cpzmwj	143	5	the	the	DT
cord-229393-t3cpzmwj	143	6	fact	fact	NN
cord-229393-t3cpzmwj	143	7	that	that	IN
cord-229393-t3cpzmwj	143	8	CRS	CRS	NNP
cord-229393-t3cpzmwj	143	9	only	only	RB
cord-229393-t3cpzmwj	143	10	depends	depend	VBZ
cord-229393-t3cpzmwj	143	11	on	on	IN
cord-229393-t3cpzmwj	143	12	the	the	DT
cord-229393-t3cpzmwj	143	13	model	model	NN
cord-229393-t3cpzmwj	143	14	parameters	parameter	NNS
cord-229393-t3cpzmwj	143	15	that	that	WDT
cord-229393-t3cpzmwj	143	16	can	can	MD
cord-229393-t3cpzmwj	143	17	be	be	VB
cord-229393-t3cpzmwj	143	18	controlled	control	VBN
cord-229393-t3cpzmwj	143	19	by	by	IN
cord-229393-t3cpzmwj	143	20	limiting	limit	VBG
cord-229393-t3cpzmwj	143	21	contact	contact	NN
cord-229393-t3cpzmwj	143	22	with	with	IN
cord-229393-t3cpzmwj	143	23	others	other	NNS
cord-229393-t3cpzmwj	143	24	and	and	CC
cord-229393-t3cpzmwj	143	25	other	other	JJ
cord-229393-t3cpzmwj	143	26	policies	policy	NNS
cord-229393-t3cpzmwj	143	27	to	to	TO
cord-229393-t3cpzmwj	143	28	reduce	reduce	VB
cord-229393-t3cpzmwj	143	29	transmission	transmission	NN
cord-229393-t3cpzmwj	143	30	.	.	.
cord-229393-t3cpzmwj	144	1	On	on	IN
cord-229393-t3cpzmwj	144	2	the	the	DT
cord-229393-t3cpzmwj	144	3	other	other	JJ
cord-229393-t3cpzmwj	144	4	hand	hand	NN
cord-229393-t3cpzmwj	144	5	,	,	,
cord-229393-t3cpzmwj	144	6	ERS	ERS	NNP
cord-229393-t3cpzmwj	144	7	depends	depend	VBZ
cord-229393-t3cpzmwj	144	8	on	on	IN
cord-229393-t3cpzmwj	144	9	number	number	NN
cord-229393-t3cpzmwj	144	10	of	of	IN
cord-229393-t3cpzmwj	144	11	current	current	JJ
cord-229393-t3cpzmwj	144	12	/	/	SYM
cord-229393-t3cpzmwj	144	13	past	past	JJ
cord-229393-t3cpzmwj	144	14	infections	infection	NNS
cord-229393-t3cpzmwj	144	15	which	which	WDT
cord-229393-t3cpzmwj	144	16	are	be	VBP
cord-229393-t3cpzmwj	144	17	not	not	RB
cord-229393-t3cpzmwj	144	18	completely	completely	RB
cord-229393-t3cpzmwj	144	19	controlled	control	VBN
cord-229393-t3cpzmwj	144	20	by	by	IN
cord-229393-t3cpzmwj	144	21	changing	change	VBG
cord-229393-t3cpzmwj	144	22	policies	policy	NNS
cord-229393-t3cpzmwj	144	23	.	.	.
cord-229393-t3cpzmwj	145	1	For	for	IN
cord-229393-t3cpzmwj	145	2	instance	instance	NN
cord-229393-t3cpzmwj	145	3	,	,	,
cord-229393-t3cpzmwj	145	4	a	a	DT
cord-229393-t3cpzmwj	145	5	country	country	NN
cord-229393-t3cpzmwj	145	6	which	which	WDT
cord-229393-t3cpzmwj	145	7	already	already	RB
cord-229393-t3cpzmwj	145	8	has	have	VBZ
cord-229393-t3cpzmwj	145	9	large	large	JJ
cord-229393-t3cpzmwj	145	10	number	number	NN
cord-229393-t3cpzmwj	145	11	of	of	IN
cord-229393-t3cpzmwj	145	12	cases	case	NNS
cord-229393-t3cpzmwj	145	13	(	(	-LRB-
cord-229393-t3cpzmwj	145	14	yet	yet	CC
cord-229393-t3cpzmwj	145	15	significantly	significantly	RB
cord-229393-t3cpzmwj	145	16	less	less	JJR
cord-229393-t3cpzmwj	145	17	than	than	IN
cord-229393-t3cpzmwj	145	18	its	-PRON-	PRP$
cord-229393-t3cpzmwj	145	19	susceptible	susceptible	JJ
cord-229393-t3cpzmwj	145	20	population	population	NN
cord-229393-t3cpzmwj	145	21	)	)	-RRB-
cord-229393-t3cpzmwj	145	22	will	will	MD
cord-229393-t3cpzmwj	145	23	experience	experience	VB
cord-229393-t3cpzmwj	145	24	a	a	DT
cord-229393-t3cpzmwj	145	25	higher	high	JJR
cord-229393-t3cpzmwj	145	26	increase	increase	NN
cord-229393-t3cpzmwj	145	27	compared	compare	VBN
cord-229393-t3cpzmwj	145	28	to	to	IN
cord-229393-t3cpzmwj	145	29	a	a	DT
cord-229393-t3cpzmwj	145	30	country	country	NN
cord-229393-t3cpzmwj	145	31	with	with	IN
cord-229393-t3cpzmwj	145	32	fewer	few	JJR
cord-229393-t3cpzmwj	145	33	cases	case	NNS
cord-229393-t3cpzmwj	145	34	,	,	,
cord-229393-t3cpzmwj	145	35	even	even	RB
cord-229393-t3cpzmwj	145	36	when	when	WRB
cord-229393-t3cpzmwj	145	37	they	-PRON-	PRP
cord-229393-t3cpzmwj	145	38	have	have	VBP
cord-229393-t3cpzmwj	145	39	identical	identical	JJ
cord-229393-t3cpzmwj	145	40	model	model	NN
cord-229393-t3cpzmwj	145	41	parameters	parameter	NNS
cord-229393-t3cpzmwj	145	42	.	.	.
cord-229393-t3cpzmwj	146	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	146	2	can	can	MD
cord-229393-t3cpzmwj	146	3	use	use	VB
cord-229393-t3cpzmwj	146	4	our	-PRON-	PRP$
cord-229393-t3cpzmwj	146	5	models	model	NNS
cord-229393-t3cpzmwj	146	6	not	not	RB
cord-229393-t3cpzmwj	146	7	only	only	RB
cord-229393-t3cpzmwj	146	8	to	to	TO
cord-229393-t3cpzmwj	146	9	generate	generate	VB
cord-229393-t3cpzmwj	146	10	forecasts	forecast	NNS
cord-229393-t3cpzmwj	146	11	,	,	,
cord-229393-t3cpzmwj	146	12	but	but	CC
cord-229393-t3cpzmwj	146	13	also	also	RB
cord-229393-t3cpzmwj	146	14	for	for	IN
cord-229393-t3cpzmwj	146	15	emulating	emulate	VBG
cord-229393-t3cpzmwj	146	16	scenarios	scenario	NNS
cord-229393-t3cpzmwj	146	17	.	.	.
cord-229393-t3cpzmwj	147	1	As	as	IN
cord-229393-t3cpzmwj	147	2	an	an	DT
cord-229393-t3cpzmwj	147	3	example	example	NN
cord-229393-t3cpzmwj	147	4	,	,	,
cord-229393-t3cpzmwj	147	5	we	-PRON-	PRP
cord-229393-t3cpzmwj	147	6	compute	compute	VBP
cord-229393-t3cpzmwj	147	7	forecasts	forecast	NNS
cord-229393-t3cpzmwj	147	8	with	with	IN
cord-229393-t3cpzmwj	147	9	two	two	CD
cord-229393-t3cpzmwj	147	10	models	model	NNS
cord-229393-t3cpzmwj	147	11	:	:	:
cord-229393-t3cpzmwj	147	12	(	(	-LRB-
cord-229393-t3cpzmwj	147	13	i	i	NN
cord-229393-t3cpzmwj	147	14	)	)	-RRB-
cord-229393-t3cpzmwj	147	15	a	a	DT
cord-229393-t3cpzmwj	147	16	model	model	NN
cord-229393-t3cpzmwj	147	17	trained	train	VBN
cord-229393-t3cpzmwj	147	18	on	on	IN
cord-229393-t3cpzmwj	147	19	most	most	JJS
cord-229393-t3cpzmwj	147	20	recent	recent	JJ
cord-229393-t3cpzmwj	147	21	data	datum	NNS
cord-229393-t3cpzmwj	147	22	with	with	IN
cord-229393-t3cpzmwj	147	23	no	no	DT
cord-229393-t3cpzmwj	147	24	inter	inter	JJ
cord-229393-t3cpzmwj	147	25	-	-	JJ
cord-229393-t3cpzmwj	147	26	region	region	JJ
cord-229393-t3cpzmwj	147	27	mobility	mobility	NN
cord-229393-t3cpzmwj	147	28	,	,	,
cord-229393-t3cpzmwj	147	29	and	and	CC
cord-229393-t3cpzmwj	147	30	(	(	-LRB-
cord-229393-t3cpzmwj	147	31	ii	ii	NN
cord-229393-t3cpzmwj	147	32	)	)	-RRB-
cord-229393-t3cpzmwj	147	33	a	a	DT
cord-229393-t3cpzmwj	147	34	model	model	NN
cord-229393-t3cpzmwj	147	35	trained	train	VBN
cord-229393-t3cpzmwj	147	36	on	on	IN
cord-229393-t3cpzmwj	147	37	data	datum	NNS
cord-229393-t3cpzmwj	147	38	until	until	IN
cord-229393-t3cpzmwj	147	39	mid	mid	NNP
cord-229393-t3cpzmwj	147	40	-	-	NNP
cord-229393-t3cpzmwj	147	41	March	March	NNP
cord-229393-t3cpzmwj	147	42	(	(	-LRB-
cord-229393-t3cpzmwj	147	43	reference	reference	NN
cord-229393-t3cpzmwj	147	44	day	day	NN
cord-229393-t3cpzmwj	147	45	)	)	-RRB-
cord-229393-t3cpzmwj	147	46	including	include	VBG
cord-229393-t3cpzmwj	147	47	inter	inter	JJ
cord-229393-t3cpzmwj	147	48	-	-	JJ
cord-229393-t3cpzmwj	147	49	region	region	JJ
cord-229393-t3cpzmwj	147	50	mobility	mobility	NN
cord-229393-t3cpzmwj	147	51	.	.	.
cord-229393-t3cpzmwj	148	1	The	the	DT
cord-229393-t3cpzmwj	148	2	reference	reference	NN
cord-229393-t3cpzmwj	148	3	day	day	NN
cord-229393-t3cpzmwj	148	4	was	be	VBD
cord-229393-t3cpzmwj	148	5	set	set	VBN
cord-229393-t3cpzmwj	148	6	to	to	IN
cord-229393-t3cpzmwj	148	7	middle	middle	NN
cord-229393-t3cpzmwj	148	8	of	of	IN
cord-229393-t3cpzmwj	148	9	March	March	NNP
cord-229393-t3cpzmwj	148	10	as	as	IN
cord-229393-t3cpzmwj	148	11	the	the	DT
cord-229393-t3cpzmwj	148	12	majority	majority	NN
cord-229393-t3cpzmwj	148	13	of	of	IN
cord-229393-t3cpzmwj	148	14	US	US	NNP
cord-229393-t3cpzmwj	148	15	states	state	NNS
cord-229393-t3cpzmwj	148	16	and	and	CC
cord-229393-t3cpzmwj	148	17	countries	country	NNS
cord-229393-t3cpzmwj	148	18	had	have	VBD
cord-229393-t3cpzmwj	148	19	not	not	RB
cord-229393-t3cpzmwj	148	20	actively	actively	RB
cord-229393-t3cpzmwj	148	21	imposed	impose	VBN
cord-229393-t3cpzmwj	148	22	"	"	``
cord-229393-t3cpzmwj	148	23	social	social	JJ
cord-229393-t3cpzmwj	148	24	distancing	distance	VBG
cord-229393-t3cpzmwj	148	25	"	"	''
cord-229393-t3cpzmwj	148	26	suggestion	suggestion	NN
cord-229393-t3cpzmwj	148	27	.	.	.
cord-229393-t3cpzmwj	149	1	The	the	DT
cord-229393-t3cpzmwj	149	2	results	result	NNS
cord-229393-t3cpzmwj	149	3	with	with	IN
cord-229393-t3cpzmwj	149	4	both	both	DT
cord-229393-t3cpzmwj	149	5	models	model	NNS
cord-229393-t3cpzmwj	149	6	are	be	VBP
cord-229393-t3cpzmwj	149	7	shown	show	VBN
cord-229393-t3cpzmwj	149	8	in	in	IN
cord-229393-t3cpzmwj	149	9	Figs	Figs	NNPS
cord-229393-t3cpzmwj	149	10	.	.	.
cord-229393-t3cpzmwj	150	1	6	6	CD
cord-229393-t3cpzmwj	150	2	and	and	CC
cord-229393-t3cpzmwj	150	3	7	7	CD
cord-229393-t3cpzmwj	150	4	.	.	.
cord-229393-t3cpzmwj	151	1	Instead	instead	RB
cord-229393-t3cpzmwj	151	2	of	of	IN
cord-229393-t3cpzmwj	151	3	showing	show	VBG
cord-229393-t3cpzmwj	151	4	a	a	DT
cord-229393-t3cpzmwj	151	5	single	single	JJ
cord-229393-t3cpzmwj	151	6	curve	curve	NN
cord-229393-t3cpzmwj	151	7	for	for	IN
cord-229393-t3cpzmwj	151	8	forecasts	forecast	NNS
cord-229393-t3cpzmwj	151	9	,	,	,
cord-229393-t3cpzmwj	151	10	we	-PRON-	PRP
cord-229393-t3cpzmwj	151	11	show	show	VBP
cord-229393-t3cpzmwj	151	12	a	a	DT
cord-229393-t3cpzmwj	151	13	range	range	NN
cord-229393-t3cpzmwj	151	14	owing	owe	VBG
cord-229393-t3cpzmwj	151	15	to	to	IN
cord-229393-t3cpzmwj	151	16	the	the	DT
cord-229393-t3cpzmwj	151	17	difference	difference	NN
cord-229393-t3cpzmwj	151	18	in	in	IN
cord-229393-t3cpzmwj	151	19	fixed	fix	VBN
cord-229393-t3cpzmwj	151	20	and	and	CC
cord-229393-t3cpzmwj	151	21	variable	variable	JJ
cord-229393-t3cpzmwj	151	22	hyper	hyper	JJ
cord-229393-t3cpzmwj	151	23	-	-	JJ
cord-229393-t3cpzmwj	151	24	parameter	parameter	NN
cord-229393-t3cpzmwj	151	25	schemes	scheme	NNS
cord-229393-t3cpzmwj	151	26	.	.	.
cord-229393-t3cpzmwj	152	1	All	all	DT
cord-229393-t3cpzmwj	152	2	plots	plot	NNS
cord-229393-t3cpzmwj	152	3	suggest	suggest	VBP
cord-229393-t3cpzmwj	152	4	that	that	IN
cord-229393-t3cpzmwj	152	5	,	,	,
cord-229393-t3cpzmwj	152	6	even	even	RB
cord-229393-t3cpzmwj	152	7	though	though	IN
cord-229393-t3cpzmwj	152	8	the	the	DT
cord-229393-t3cpzmwj	152	9	current	current	JJ
cord-229393-t3cpzmwj	152	10	trend	trend	NN
cord-229393-t3cpzmwj	152	11	is	be	VBZ
cord-229393-t3cpzmwj	152	12	leading	lead	VBG
cord-229393-t3cpzmwj	152	13	to	to	IN
cord-229393-t3cpzmwj	152	14	limited	limited	JJ
cord-229393-t3cpzmwj	152	15	number	number	NN
cord-229393-t3cpzmwj	152	16	of	of	IN
cord-229393-t3cpzmwj	152	17	infections	infection	NNS
cord-229393-t3cpzmwj	152	18	,	,	,
cord-229393-t3cpzmwj	152	19	immediately	immediately	RB
cord-229393-t3cpzmwj	152	20	releasing	release	VBG
cord-229393-t3cpzmwj	152	21	all	all	DT
cord-229393-t3cpzmwj	152	22	precautions	precaution	NNS
cord-229393-t3cpzmwj	152	23	can	can	MD
cord-229393-t3cpzmwj	152	24	result	result	VB
cord-229393-t3cpzmwj	152	25	in	in	IN
cord-229393-t3cpzmwj	152	26	a	a	DT
cord-229393-t3cpzmwj	152	27	rapid	rapid	JJ
cord-229393-t3cpzmwj	152	28	rise	rise	NN
cord-229393-t3cpzmwj	152	29	of	of	IN
cord-229393-t3cpzmwj	152	30	the	the	DT
cord-229393-t3cpzmwj	152	31	epidemic	epidemic	NN
cord-229393-t3cpzmwj	152	32	.	.	.
cord-229393-t3cpzmwj	152	33	 	 	_SP
cord-229393-t3cpzmwj	153	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	153	2	have	have	VBP
cord-229393-t3cpzmwj	153	3	proposed	propose	VBN
cord-229393-t3cpzmwj	153	4	two	two	CD
cord-229393-t3cpzmwj	153	5	schemes	scheme	NNS
cord-229393-t3cpzmwj	153	6	for	for	IN
cord-229393-t3cpzmwj	153	7	selecting	select	VBG
cord-229393-t3cpzmwj	153	8	hyper	hyper	NN
cord-229393-t3cpzmwj	153	9	-	-	NNS
cord-229393-t3cpzmwj	153	10	parameters	parameter	NNS
cord-229393-t3cpzmwj	153	11	,	,	,
cord-229393-t3cpzmwj	153	12	fixed	fix	VBN
cord-229393-t3cpzmwj	153	13	and	and	CC
cord-229393-t3cpzmwj	153	14	variable	variable	JJ
cord-229393-t3cpzmwj	153	15	.	.	.
cord-229393-t3cpzmwj	154	1	While	while	IN
cord-229393-t3cpzmwj	154	2	both	both	DT
cord-229393-t3cpzmwj	154	3	schemes	scheme	NNS
cord-229393-t3cpzmwj	154	4	have	have	VBP
cord-229393-t3cpzmwj	154	5	similar	similar	JJ
cord-229393-t3cpzmwj	154	6	performance	performance	NN
cord-229393-t3cpzmwj	154	7	,	,	,
cord-229393-t3cpzmwj	154	8	variable	variable	JJ
cord-229393-t3cpzmwj	154	9	scheme	scheme	NN
cord-229393-t3cpzmwj	154	10	has	have	VBZ
cord-229393-t3cpzmwj	154	11	a	a	DT
cord-229393-t3cpzmwj	154	12	significant	significant	JJ
cord-229393-t3cpzmwj	154	13	difference	difference	NN
cord-229393-t3cpzmwj	154	14	in	in	IN
cord-229393-t3cpzmwj	154	15	test	test	NN
cord-229393-t3cpzmwj	154	16	and	and	CC
cord-229393-t3cpzmwj	154	17	validation	validation	NN
cord-229393-t3cpzmwj	154	18	error	error	NN
cord-229393-t3cpzmwj	154	19	,	,	,
cord-229393-t3cpzmwj	154	20	suggesting	suggest	VBG
cord-229393-t3cpzmwj	154	21	that	that	IN
cord-229393-t3cpzmwj	154	22	it	-PRON-	PRP
cord-229393-t3cpzmwj	154	23	is	be	VBZ
cord-229393-t3cpzmwj	154	24	prone	prone	JJ
cord-229393-t3cpzmwj	154	25	to	to	IN
cord-229393-t3cpzmwj	154	26	over	over	RB
cord-229393-t3cpzmwj	154	27	-	-	HYPH
cord-229393-t3cpzmwj	154	28	fitting	fitting	NN
cord-229393-t3cpzmwj	154	29	.	.	.
cord-229393-t3cpzmwj	155	1	On	on	IN
cord-229393-t3cpzmwj	155	2	the	the	DT
cord-229393-t3cpzmwj	155	3	other	other	JJ
cord-229393-t3cpzmwj	155	4	hand	hand	NN
cord-229393-t3cpzmwj	155	5	,	,	,
cord-229393-t3cpzmwj	155	6	with	with	IN
cord-229393-t3cpzmwj	155	7	more	more	JJR
cord-229393-t3cpzmwj	155	8	data	datum	NNS
cord-229393-t3cpzmwj	155	9	this	this	DT
cord-229393-t3cpzmwj	155	10	issue	issue	NN
cord-229393-t3cpzmwj	155	11	may	may	MD
cord-229393-t3cpzmwj	155	12	be	be	VB
cord-229393-t3cpzmwj	155	13	resolved	resolve	VBN
cord-229393-t3cpzmwj	155	14	.	.	.
cord-229393-t3cpzmwj	156	1	While	while	IN
cord-229393-t3cpzmwj	156	2	,	,	,
cord-229393-t3cpzmwj	156	3	currently	currently	RB
cord-229393-t3cpzmwj	156	4	our	-PRON-	PRP$
cord-229393-t3cpzmwj	156	5	'	'	``
cord-229393-t3cpzmwj	156	6	ensemble	ensemble	NN
cord-229393-t3cpzmwj	156	7	'	'	''
cord-229393-t3cpzmwj	156	8	approach	approach	NN
cord-229393-t3cpzmwj	156	9	is	be	VBZ
cord-229393-t3cpzmwj	156	10	simply	simply	RB
cord-229393-t3cpzmwj	156	11	the	the	DT
cord-229393-t3cpzmwj	156	12	average	average	NN
cord-229393-t3cpzmwj	156	13	of	of	IN
cord-229393-t3cpzmwj	156	14	the	the	DT
cord-229393-t3cpzmwj	156	15	predictions	prediction	NNS
cord-229393-t3cpzmwj	156	16	using	use	VBG
cord-229393-t3cpzmwj	156	17	both	both	DT
cord-229393-t3cpzmwj	156	18	schemes	scheme	NNS
cord-229393-t3cpzmwj	156	19	,	,	,
cord-229393-t3cpzmwj	156	20	the	the	DT
cord-229393-t3cpzmwj	156	21	ideal	ideal	JJ
cord-229393-t3cpzmwj	156	22	approach	approach	NN
cord-229393-t3cpzmwj	156	23	may	may	MD
cord-229393-t3cpzmwj	156	24	be	be	VB
cord-229393-t3cpzmwj	156	25	a	a	DT
cord-229393-t3cpzmwj	156	26	hybrid	hybrid	JJ
cord-229393-t3cpzmwj	156	27	one	one	NN
cord-229393-t3cpzmwj	156	28	,	,	,
cord-229393-t3cpzmwj	156	29	where	where	WRB
cord-229393-t3cpzmwj	156	30	a	a	DT
cord-229393-t3cpzmwj	156	31	collection	collection	NN
cord-229393-t3cpzmwj	156	32	of	of	IN
cord-229393-t3cpzmwj	156	33	regions	region	NNS
cord-229393-t3cpzmwj	156	34	share	share	VBP
cord-229393-t3cpzmwj	156	35	the	the	DT
cord-229393-t3cpzmwj	156	36	same	same	JJ
cord-229393-t3cpzmwj	156	37	hyper	hyper	JJ
cord-229393-t3cpzmwj	156	38	-	-	NNS
cord-229393-t3cpzmwj	156	39	parameters	parameter	NNS
cord-229393-t3cpzmwj	156	40	.	.	.
cord-229393-t3cpzmwj	157	1	This	this	DT
cord-229393-t3cpzmwj	157	2	is	be	VBZ
cord-229393-t3cpzmwj	157	3	especially	especially	RB
cord-229393-t3cpzmwj	157	4	useful	useful	JJ
cord-229393-t3cpzmwj	157	5	when	when	WRB
cord-229393-t3cpzmwj	157	6	there	there	EX
cord-229393-t3cpzmwj	157	7	are	be	VBP
cord-229393-t3cpzmwj	157	8	very	very	RB
cord-229393-t3cpzmwj	157	9	few	few	JJ
cord-229393-t3cpzmwj	157	10	cases	case	NNS
cord-229393-t3cpzmwj	157	11	in	in	IN
cord-229393-t3cpzmwj	157	12	a	a	DT
cord-229393-t3cpzmwj	157	13	region	region	NN
cord-229393-t3cpzmwj	157	14	.	.	.
cord-229393-t3cpzmwj	158	1	Then	then	RB
cord-229393-t3cpzmwj	158	2	the	the	DT
cord-229393-t3cpzmwj	158	3	hyper	hyper	NN
cord-229393-t3cpzmwj	158	4	-	-	NNS
cord-229393-t3cpzmwj	158	5	parameters	parameter	NNS
cord-229393-t3cpzmwj	158	6	and	and	CC
cord-229393-t3cpzmwj	158	7	even	even	RB
cord-229393-t3cpzmwj	158	8	the	the	DT
cord-229393-t3cpzmwj	158	9	parameters	parameter	NNS
cord-229393-t3cpzmwj	158	10	for	for	IN
cord-229393-t3cpzmwj	158	11	this	this	DT
cord-229393-t3cpzmwj	158	12	region	region	NN
cord-229393-t3cpzmwj	158	13	can	can	MD
cord-229393-t3cpzmwj	158	14	be	be	VB
cord-229393-t3cpzmwj	158	15	set	set	VBN
cord-229393-t3cpzmwj	158	16	to	to	TO
cord-229393-t3cpzmwj	158	17	be	be	VB
cord-229393-t3cpzmwj	158	18	equal	equal	JJ
cord-229393-t3cpzmwj	158	19	to	to	IN
cord-229393-t3cpzmwj	158	20	that	that	DT
cord-229393-t3cpzmwj	158	21	of	of	IN
cord-229393-t3cpzmwj	158	22	a	a	DT
cord-229393-t3cpzmwj	158	23	"	"	``
cord-229393-t3cpzmwj	158	24	similar	similar	JJ
cord-229393-t3cpzmwj	158	25	"	"	''
cord-229393-t3cpzmwj	158	26	region	region	NN
cord-229393-t3cpzmwj	158	27	from	from	IN
cord-229393-t3cpzmwj	158	28	where	where	WRB
cord-229393-t3cpzmwj	158	29	more	more	JJR
cord-229393-t3cpzmwj	158	30	data	data	NN
cord-229393-t3cpzmwj	158	31	is	be	VBZ
cord-229393-t3cpzmwj	158	32	available	available	JJ
cord-229393-t3cpzmwj	158	33	.	.	.
cord-229393-t3cpzmwj	159	1	One	one	CD
cord-229393-t3cpzmwj	159	2	way	way	NN
cord-229393-t3cpzmwj	159	3	to	to	TO
cord-229393-t3cpzmwj	159	4	identify	identify	VB
cord-229393-t3cpzmwj	159	5	such	such	JJ
cord-229393-t3cpzmwj	159	6	similar	similar	JJ
cord-229393-t3cpzmwj	159	7	regions	region	NNS
cord-229393-t3cpzmwj	159	8	is	be	VBZ
cord-229393-t3cpzmwj	159	9	by	by	IN
cord-229393-t3cpzmwj	159	10	clustering	cluster	VBG
cord-229393-t3cpzmwj	159	11	regions	region	NNS
cord-229393-t3cpzmwj	159	12	based	base	VBN
cord-229393-t3cpzmwj	159	13	on	on	IN
cord-229393-t3cpzmwj	159	14	their	-PRON-	PRP$
cord-229393-t3cpzmwj	159	15	trends	trend	NNS
cord-229393-t3cpzmwj	159	16	in	in	IN
cord-229393-t3cpzmwj	159	17	a	a	DT
cord-229393-t3cpzmwj	159	18	previous	previous	JJ
cord-229393-t3cpzmwj	159	19	epidemic	epidemic	NN
cord-229393-t3cpzmwj	159	20	.	.	.
cord-229393-t3cpzmwj	160	1	In	in	IN
cord-229393-t3cpzmwj	160	2	this	this	DT
cord-229393-t3cpzmwj	160	3	way	way	NN
cord-229393-t3cpzmwj	160	4	,	,	,
cord-229393-t3cpzmwj	160	5	active	active	JJ
cord-229393-t3cpzmwj	160	6	reporting	reporting	NN
cord-229393-t3cpzmwj	160	7	for	for	IN
cord-229393-t3cpzmwj	160	8	COVID-19	COVID-19	NNP
cord-229393-t3cpzmwj	160	9	can	can	MD
cord-229393-t3cpzmwj	160	10	be	be	VB
cord-229393-t3cpzmwj	160	11	used	use	VBN
cord-229393-t3cpzmwj	160	12	to	to	TO
cord-229393-t3cpzmwj	160	13	improve	improve	VB
cord-229393-t3cpzmwj	160	14	forecast	forecast	NN
cord-229393-t3cpzmwj	160	15	of	of	IN
cord-229393-t3cpzmwj	160	16	the	the	DT
cord-229393-t3cpzmwj	160	17	next	next	JJ
cord-229393-t3cpzmwj	160	18	epidemic	epidemic	NN
cord-229393-t3cpzmwj	160	19	at	at	IN
cord-229393-t3cpzmwj	160	20	an	an	DT
cord-229393-t3cpzmwj	160	21	early	early	JJ
cord-229393-t3cpzmwj	160	22	stage	stage	NN
cord-229393-t3cpzmwj	160	23	.	.	.
cord-229393-t3cpzmwj	161	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	161	2	will	will	MD
cord-229393-t3cpzmwj	161	3	explore	explore	VB
cord-229393-t3cpzmwj	161	4	this	this	DT
cord-229393-t3cpzmwj	161	5	in	in	IN
cord-229393-t3cpzmwj	161	6	a	a	DT
cord-229393-t3cpzmwj	161	7	future	future	JJ
cord-229393-t3cpzmwj	161	8	work	work	NN
cord-229393-t3cpzmwj	161	9	.	.	.
cord-229393-t3cpzmwj	162	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	162	2	have	have	VBP
cord-229393-t3cpzmwj	162	3	only	only	RB
cord-229393-t3cpzmwj	162	4	modeled	model	VBN
cord-229393-t3cpzmwj	162	5	reported	report	VBN
cord-229393-t3cpzmwj	162	6	cases	case	NNS
cord-229393-t3cpzmwj	162	7	,	,	,
cord-229393-t3cpzmwj	162	8	as	as	IN
cord-229393-t3cpzmwj	162	9	they	-PRON-	PRP
cord-229393-t3cpzmwj	162	10	are	be	VBP
cord-229393-t3cpzmwj	162	11	an	an	DT
cord-229393-t3cpzmwj	162	12	indicator	indicator	NN
cord-229393-t3cpzmwj	162	13	of	of	IN
cord-229393-t3cpzmwj	162	14	the	the	DT
cord-229393-t3cpzmwj	162	15	stress	stress	NN
cord-229393-t3cpzmwj	162	16	on	on	IN
cord-229393-t3cpzmwj	162	17	the	the	DT
cord-229393-t3cpzmwj	162	18	healthcare	healthcare	NN
cord-229393-t3cpzmwj	162	19	system	system	NN
cord-229393-t3cpzmwj	162	20	.	.	.
cord-229393-t3cpzmwj	163	1	However	however	RB
cord-229393-t3cpzmwj	163	2	,	,	,
cord-229393-t3cpzmwj	163	3	unreported	unreported	JJ
cord-229393-t3cpzmwj	163	4	cases	case	NNS
cord-229393-t3cpzmwj	163	5	may	may	MD
cord-229393-t3cpzmwj	163	6	affect	affect	VB
cord-229393-t3cpzmwj	163	7	the	the	DT
cord-229393-t3cpzmwj	163	8	long	long	JJ
cord-229393-t3cpzmwj	163	9	term	term	NN
cord-229393-t3cpzmwj	163	10	dynamics	dynamic	NNS
cord-229393-t3cpzmwj	163	11	.	.	.
cord-229393-t3cpzmwj	164	1	The	the	DT
cord-229393-t3cpzmwj	164	2	unreported	unreported	JJ
cord-229393-t3cpzmwj	164	3	cases	case	NNS
cord-229393-t3cpzmwj	164	4	can	can	MD
cord-229393-t3cpzmwj	164	5	be	be	VB
cord-229393-t3cpzmwj	164	6	classified	classify	VBN
cord-229393-t3cpzmwj	164	7	into	into	IN
cord-229393-t3cpzmwj	164	8	two	two	CD
cord-229393-t3cpzmwj	164	9	categories	category	NNS
cord-229393-t3cpzmwj	164	10	:	:	:
cord-229393-t3cpzmwj	164	11	(	(	-LRB-
cord-229393-t3cpzmwj	164	12	i	i	NN
cord-229393-t3cpzmwj	164	13	)	)	-RRB-
cord-229393-t3cpzmwj	164	14	unreported	unreported	JJ
cord-229393-t3cpzmwj	164	15	cases	case	NNS
cord-229393-t3cpzmwj	164	16	-those	-those	:
cord-229393-t3cpzmwj	164	17	who	who	WP
cord-229393-t3cpzmwj	164	18	get	get	VBP
cord-229393-t3cpzmwj	164	19	infected	infect	VBN
cord-229393-t3cpzmwj	164	20	over	over	IN
cord-229393-t3cpzmwj	164	21	the	the	DT
cord-229393-t3cpzmwj	164	22	course	course	NN
cord-229393-t3cpzmwj	164	23	of	of	IN
cord-229393-t3cpzmwj	164	24	the	the	DT
cord-229393-t3cpzmwj	164	25	epidemic	epidemic	NN
cord-229393-t3cpzmwj	164	26	but	but	CC
cord-229393-t3cpzmwj	164	27	do	do	VBP
cord-229393-t3cpzmwj	164	28	not	not	RB
cord-229393-t3cpzmwj	164	29	report	report	VB
cord-229393-t3cpzmwj	164	30	it	-PRON-	PRP
cord-229393-t3cpzmwj	164	31	;	;	:
cord-229393-t3cpzmwj	164	32	and	and	CC
cord-229393-t3cpzmwj	164	33	(	(	-LRB-
cord-229393-t3cpzmwj	164	34	ii	ii	NN
cord-229393-t3cpzmwj	164	35	)	)	-RRB-
cord-229393-t3cpzmwj	164	36	immune	immune	JJ
cord-229393-t3cpzmwj	164	37	casesthose	casesthose	NNP
cord-229393-t3cpzmwj	164	38	who	who	WP
cord-229393-t3cpzmwj	164	39	have	have	VBP
cord-229393-t3cpzmwj	164	40	the	the	DT
cord-229393-t3cpzmwj	164	41	antibodies	antibody	NNS
cord-229393-t3cpzmwj	164	42	without	without	IN
cord-229393-t3cpzmwj	164	43	being	be	VBG
cord-229393-t3cpzmwj	164	44	infected	infect	VBN
cord-229393-t3cpzmwj	164	45	during	during	IN
cord-229393-t3cpzmwj	164	46	the	the	DT
cord-229393-t3cpzmwj	164	47	epidemic	epidemic	NN
cord-229393-t3cpzmwj	164	48	.	.	.
cord-229393-t3cpzmwj	165	1	For	for	IN
cord-229393-t3cpzmwj	165	2	unreported	unreported	JJ
cord-229393-t3cpzmwj	165	3	cases	case	NNS
cord-229393-t3cpzmwj	165	4	,	,	,
cord-229393-t3cpzmwj	165	5	we	-PRON-	PRP
cord-229393-t3cpzmwj	165	6	can	can	MD
cord-229393-t3cpzmwj	165	7	add	add	VB
cord-229393-t3cpzmwj	165	8	another	another	DT
cord-229393-t3cpzmwj	165	9	state	state	NN
cord-229393-t3cpzmwj	165	10	to	to	IN
cord-229393-t3cpzmwj	165	11	our	-PRON-	PRP$
cord-229393-t3cpzmwj	165	12	model	model	NN
cord-229393-t3cpzmwj	165	13	:	:	:
cord-229393-t3cpzmwj	165	14	for	for	IN
cord-229393-t3cpzmwj	165	15	an	an	DT
cord-229393-t3cpzmwj	165	16	individual	individual	NN
cord-229393-t3cpzmwj	165	17	in	in	IN
cord-229393-t3cpzmwj	165	18	the	the	DT
cord-229393-t3cpzmwj	165	19	i	i	PRP
cord-229393-t3cpzmwj	165	20	th	th	XX
cord-229393-t3cpzmwj	165	21	"	"	``
cord-229393-t3cpzmwj	165	22	infected	infected	JJ
cord-229393-t3cpzmwj	165	23	"	"	''
cord-229393-t3cpzmwj	165	24	sub	sub	NN
cord-229393-t3cpzmwj	165	25	-	-	JJ
cord-229393-t3cpzmwj	165	26	state	state	NN
cord-229393-t3cpzmwj	165	27	,	,	,
cord-229393-t3cpzmwj	165	28	a	a	DT
cord-229393-t3cpzmwj	165	29	report	report	NN
cord-229393-t3cpzmwj	165	30	will	will	MD
cord-229393-t3cpzmwj	165	31	be	be	VB
cord-229393-t3cpzmwj	165	32	made	make	VBN
cord-229393-t3cpzmwj	165	33	with	with	IN
cord-229393-t3cpzmwj	165	34	probability	probability	NN
cord-229393-t3cpzmwj	165	35	γ	γ	NN
cord-229393-t3cpzmwj	165	36	p	p	NN
cord-229393-t3cpzmwj	165	37	i	i	PRP
cord-229393-t3cpzmwj	165	38	.	.	.
cord-229393-t3cpzmwj	166	1	Thus	thus	RB
cord-229393-t3cpzmwj	166	2	,	,	,
cord-229393-t3cpzmwj	166	3	the	the	DT
cord-229393-t3cpzmwj	166	4	total	total	JJ
cord-229393-t3cpzmwj	166	5	number	number	NN
cord-229393-t3cpzmwj	166	6	of	of	IN
cord-229393-t3cpzmwj	166	7	new	new	JJ
cord-229393-t3cpzmwj	166	8	reported	report	VBN
cord-229393-t3cpzmwj	166	9	cases	case	NNS
cord-229393-t3cpzmwj	166	10	is	be	VBZ
cord-229393-t3cpzmwj	166	11	given	give	VBN
cord-229393-t3cpzmwj	166	12	by	by	IN
cord-229393-t3cpzmwj	166	13	∆R	∆R	NNS
cord-229393-t3cpzmwj	166	14	=	=	NFP
cord-229393-t3cpzmwj	167	1	k	k	NNP
cord-229393-t3cpzmwj	167	2	i=1	i=1	NNP
cord-229393-t3cpzmwj	168	1	γ	γ	NNP
cord-229393-t3cpzmwj	168	2	p	p	NN
cord-229393-t3cpzmwj	169	1	i	i	PRP
cord-229393-t3cpzmwj	169	2	∆I	∆i	NN
cord-229393-t3cpzmwj	169	3	p	p	NN
cord-229393-t3cpzmwj	169	4	t−i	t−i	NNP
cord-229393-t3cpzmwj	169	5	.	.	.
cord-229393-t3cpzmwj	170	1	Then	then	RB
cord-229393-t3cpzmwj	170	2	the	the	DT
cord-229393-t3cpzmwj	170	3	parameters	parameter	NNS
cord-229393-t3cpzmwj	170	4	will	will	MD
cord-229393-t3cpzmwj	170	5	be	be	VB
cord-229393-t3cpzmwj	170	6	learned	learn	VBN
cord-229393-t3cpzmwj	170	7	by	by	IN
cord-229393-t3cpzmwj	170	8	fitting	fit	VBG
cord-229393-t3cpzmwj	170	9	the	the	DT
cord-229393-t3cpzmwj	170	10	reported	report	VBN
cord-229393-t3cpzmwj	170	11	cases	case	NNS
cord-229393-t3cpzmwj	170	12	to	to	IN
cord-229393-t3cpzmwj	170	13	R	r	NN
cord-229393-t3cpzmwj	170	14	p	p	NN
cord-229393-t3cpzmwj	170	15	t	t	NN
cord-229393-t3cpzmwj	170	16	.	.	.
cord-229393-t3cpzmwj	171	1	The	the	DT
cord-229393-t3cpzmwj	171	2	immune	immune	JJ
cord-229393-t3cpzmwj	171	3	cases	case	NNS
cord-229393-t3cpzmwj	171	4	can	can	MD
cord-229393-t3cpzmwj	171	5	be	be	VB
cord-229393-t3cpzmwj	171	6	modeled	model	VBN
cord-229393-t3cpzmwj	171	7	as	as	IN
cord-229393-t3cpzmwj	171	8	considering	consider	VBG
cord-229393-t3cpzmwj	171	9	them	-PRON-	PRP
cord-229393-t3cpzmwj	171	10	not	not	RB
cord-229393-t3cpzmwj	171	11	-	-	HYPH
cord-229393-t3cpzmwj	171	12	susceptible	susceptible	JJ
cord-229393-t3cpzmwj	171	13	.	.	.
cord-229393-t3cpzmwj	172	1	Suppose	suppose	VB
cord-229393-t3cpzmwj	172	2	,	,	,
cord-229393-t3cpzmwj	172	3	ρ	ρ	NN
cord-229393-t3cpzmwj	172	4	p	p	NN
cord-229393-t3cpzmwj	172	5	is	be	VBZ
cord-229393-t3cpzmwj	172	6	the	the	DT
cord-229393-t3cpzmwj	172	7	probability	probability	NN
cord-229393-t3cpzmwj	172	8	of	of	IN
cord-229393-t3cpzmwj	172	9	a	a	DT
cord-229393-t3cpzmwj	172	10	randomly	randomly	RB
cord-229393-t3cpzmwj	172	11	selected	select	VBN
cord-229393-t3cpzmwj	172	12	individual	individual	NN
cord-229393-t3cpzmwj	172	13	in	in	IN
cord-229393-t3cpzmwj	172	14	region	region	NN
cord-229393-t3cpzmwj	172	15	p	p	NN
cord-229393-t3cpzmwj	172	16	to	to	TO
cord-229393-t3cpzmwj	172	17	be	be	VB
cord-229393-t3cpzmwj	172	18	immune	immune	JJ
cord-229393-t3cpzmwj	172	19	.	.	.
cord-229393-t3cpzmwj	173	1	Then	then	RB
cord-229393-t3cpzmwj	173	2	the	the	DT
cord-229393-t3cpzmwj	173	3	number	number	NN
cord-229393-t3cpzmwj	173	4	of	of	IN
cord-229393-t3cpzmwj	173	5	susceptible	susceptible	JJ
cord-229393-t3cpzmwj	173	6	individuals	individual	NNS
cord-229393-t3cpzmwj	173	7	at	at	IN
cord-229393-t3cpzmwj	173	8	time	time	NN
cord-229393-t3cpzmwj	173	9	t	t	NNP
cord-229393-t3cpzmwj	173	10	is	be	VBZ
cord-229393-t3cpzmwj	173	11	given	give	VBN
cord-229393-t3cpzmwj	173	12	by	by	IN
cord-229393-t3cpzmwj	173	13	S	s	NN
cord-229393-t3cpzmwj	173	14	p	p	NN
cord-229393-t3cpzmwj	173	15	t	t	NN
cord-229393-t3cpzmwj	173	16	=	=	NN
cord-229393-t3cpzmwj	174	1	(	(	-LRB-
cord-229393-t3cpzmwj	174	2	1	1	CD
cord-229393-t3cpzmwj	174	3	−	−	NN
cord-229393-t3cpzmwj	175	1	ρ	ρ	LS
cord-229393-t3cpzmwj	175	2	p	p	NN
cord-229393-t3cpzmwj	175	3	)	)	-RRB-
cord-229393-t3cpzmwj	175	4	N	n	NN
cord-229393-t3cpzmwj	176	1	p	p	LS
cord-229393-t3cpzmwj	176	2	−	−	NNP
cord-229393-t3cpzmwj	177	1	I	i	NN
cord-229393-t3cpzmwj	177	2	p	p	NN
cord-229393-t3cpzmwj	177	3	t	t	NN
cord-229393-t3cpzmwj	177	4	.	.	.
cord-229393-t3cpzmwj	178	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	178	2	can	can	MD
cord-229393-t3cpzmwj	178	3	integrate	integrate	VB
cord-229393-t3cpzmwj	178	4	these	these	DT
cord-229393-t3cpzmwj	178	5	cases	case	NNS
cord-229393-t3cpzmwj	178	6	complemented	complement	VBN
cord-229393-t3cpzmwj	178	7	by	by	IN
cord-229393-t3cpzmwj	178	8	the	the	DT
cord-229393-t3cpzmwj	178	9	ongoing	ongoing	JJ
cord-229393-t3cpzmwj	178	10	various	various	JJ
cord-229393-t3cpzmwj	178	11	anti	anti	JJ
cord-229393-t3cpzmwj	178	12	-	-	JJ
cord-229393-t3cpzmwj	178	13	body	body	JJ
cord-229393-t3cpzmwj	178	14	studies	study	NNS
cord-229393-t3cpzmwj	178	15	and	and	CC
cord-229393-t3cpzmwj	178	16	surveys	survey	NNS
cord-229393-t3cpzmwj	178	17	that	that	WDT
cord-229393-t3cpzmwj	178	18	will	will	MD
cord-229393-t3cpzmwj	178	19	assist	assist	VB
cord-229393-t3cpzmwj	178	20	with	with	IN
cord-229393-t3cpzmwj	178	21	more	more	RBR
cord-229393-t3cpzmwj	178	22	accurate	accurate	JJ
cord-229393-t3cpzmwj	178	23	learning	learning	NN
cord-229393-t3cpzmwj	178	24	of	of	IN
cord-229393-t3cpzmwj	178	25	the	the	DT
cord-229393-t3cpzmwj	178	26	parameters	parameter	NNS
cord-229393-t3cpzmwj	178	27	.	.	.
cord-229393-t3cpzmwj	179	1	Learning	learn	VBG
cord-229393-t3cpzmwj	179	2	these	these	DT
cord-229393-t3cpzmwj	179	3	parameters	parameter	NNS
cord-229393-t3cpzmwj	179	4	from	from	IN
cord-229393-t3cpzmwj	179	5	the	the	DT
cord-229393-t3cpzmwj	179	6	data	datum	NNS
cord-229393-t3cpzmwj	179	7	without	without	IN
cord-229393-t3cpzmwj	179	8	considering	consider	VBG
cord-229393-t3cpzmwj	179	9	these	these	DT
cord-229393-t3cpzmwj	179	10	studies	study	NNS
cord-229393-t3cpzmwj	179	11	is	be	VBZ
cord-229393-t3cpzmwj	179	12	difficult	difficult	JJ
cord-229393-t3cpzmwj	179	13	.	.	.
cord-229393-t3cpzmwj	180	1	This	this	DT
cord-229393-t3cpzmwj	180	2	is	be	VBZ
cord-229393-t3cpzmwj	180	3	due	due	JJ
cord-229393-t3cpzmwj	180	4	to	to	IN
cord-229393-t3cpzmwj	180	5	the	the	DT
cord-229393-t3cpzmwj	180	6	fact	fact	NN
cord-229393-t3cpzmwj	180	7	that	that	IN
cord-229393-t3cpzmwj	180	8	the	the	DT
cord-229393-t3cpzmwj	180	9	number	number	NN
cord-229393-t3cpzmwj	180	10	of	of	IN
cord-229393-t3cpzmwj	180	11	total	total	JJ
cord-229393-t3cpzmwj	180	12	cases	case	NNS
cord-229393-t3cpzmwj	180	13	,	,	,
cord-229393-t3cpzmwj	180	14	even	even	RB
cord-229393-t3cpzmwj	180	15	if	if	IN
cord-229393-t3cpzmwj	180	16	it	-PRON-	PRP
cord-229393-t3cpzmwj	180	17	is	be	VBZ
cord-229393-t3cpzmwj	180	18	100	100	CD
cord-229393-t3cpzmwj	180	19	times	time	NNS
cord-229393-t3cpzmwj	180	20	the	the	DT
cord-229393-t3cpzmwj	180	21	reported	report	VBN
cord-229393-t3cpzmwj	180	22	cases	case	NNS
cord-229393-t3cpzmwj	180	23	,	,	,
cord-229393-t3cpzmwj	180	24	is	be	VBZ
cord-229393-t3cpzmwj	180	25	currently	currently	RB
cord-229393-t3cpzmwj	180	26	a	a	DT
cord-229393-t3cpzmwj	180	27	very	very	RB
cord-229393-t3cpzmwj	180	28	small	small	JJ
cord-229393-t3cpzmwj	180	29	fraction	fraction	NN
cord-229393-t3cpzmwj	180	30	of	of	IN
cord-229393-t3cpzmwj	180	31	the	the	DT
cord-229393-t3cpzmwj	180	32	population	population	NN
cord-229393-t3cpzmwj	180	33	.	.	.
cord-229393-t3cpzmwj	181	1	As	as	IN
cord-229393-t3cpzmwj	181	2	of	of	IN
cord-229393-t3cpzmwj	181	3	now	now	RB
cord-229393-t3cpzmwj	181	4	,	,	,
cord-229393-t3cpzmwj	181	5	we	-PRON-	PRP
cord-229393-t3cpzmwj	181	6	allow	allow	VBP
cord-229393-t3cpzmwj	181	7	γ	γ	NN
cord-229393-t3cpzmwj	181	8	p	p	NN
cord-229393-t3cpzmwj	181	9	i	i	NN
cord-229393-t3cpzmwj	181	10	and	and	CC
cord-229393-t3cpzmwj	181	11	ρ	ρ	NN
cord-229393-t3cpzmwj	181	12	p	p	NN
cord-229393-t3cpzmwj	181	13	to	to	TO
cord-229393-t3cpzmwj	181	14	be	be	VB
cord-229393-t3cpzmwj	181	15	inputs	input	NNS
cord-229393-t3cpzmwj	181	16	in	in	IN
cord-229393-t3cpzmwj	181	17	our	-PRON-	PRP$
cord-229393-t3cpzmwj	181	18	model	model	NN
cord-229393-t3cpzmwj	181	19	.	.	.
cord-229393-t3cpzmwj	182	1	These	these	DT
cord-229393-t3cpzmwj	182	2	can	can	MD
cord-229393-t3cpzmwj	182	3	be	be	VB
cord-229393-t3cpzmwj	182	4	used	use	VBN
cord-229393-t3cpzmwj	182	5	to	to	TO
cord-229393-t3cpzmwj	182	6	study	study	VB
cord-229393-t3cpzmwj	182	7	long	long	JJ
cord-229393-t3cpzmwj	182	8	-	-	HYPH
cord-229393-t3cpzmwj	182	9	term	term	NN
cord-229393-t3cpzmwj	182	10	scenarios	scenario	NNS
cord-229393-t3cpzmwj	182	11	with	with	IN
cord-229393-t3cpzmwj	182	12	various	various	JJ
cord-229393-t3cpzmwj	182	13	inputs	input	NNS
cord-229393-t3cpzmwj	182	14	.	.	.
cord-229393-t3cpzmwj	183	1	For	for	IN
cord-229393-t3cpzmwj	183	2	example	example	NN
cord-229393-t3cpzmwj	183	3	,	,	,
cord-229393-t3cpzmwj	183	4	Fig	Fig	NNP
cord-229393-t3cpzmwj	183	5	.	.	NNP
cord-229393-t3cpzmwj	183	6	8	8	CD
cord-229393-t3cpzmwj	183	7	shows	show	VBZ
cord-229393-t3cpzmwj	183	8	the	the	DT
cord-229393-t3cpzmwj	183	9	number	number	NN
cord-229393-t3cpzmwj	183	10	of	of	IN
cord-229393-t3cpzmwj	183	11	new	new	JJ
cord-229393-t3cpzmwj	183	12	positive	positive	JJ
cord-229393-t3cpzmwj	183	13	cases	case	NNS
cord-229393-t3cpzmwj	183	14	(	(	-LRB-
cord-229393-t3cpzmwj	183	15	reported	report	VBN
cord-229393-t3cpzmwj	183	16	)	)	-RRB-
cord-229393-t3cpzmwj	183	17	for	for	IN
cord-229393-t3cpzmwj	183	18	various	various	JJ
cord-229393-t3cpzmwj	183	19	values	value	NNS
cord-229393-t3cpzmwj	183	20	of	of	IN
cord-229393-t3cpzmwj	183	21	γ	γ	NN
cord-229393-t3cpzmwj	183	22	p	p	NN
cord-229393-t3cpzmwj	183	23	i	i	NN
cord-229393-t3cpzmwj	183	24	=	=	SYM
cord-229393-t3cpzmwj	183	25	γ	γ	NN
cord-229393-t3cpzmwj	183	26	.	.	.
cord-229393-t3cpzmwj	183	27	 	 	_SP
cord-229393-t3cpzmwj	184	1	DARPA	DARPA	NNP
cord-229393-t3cpzmwj	184	2	forecasting	forecasting	NN
cord-229393-t3cpzmwj	184	3	chikungunya	chikungunya	NN
cord-229393-t3cpzmwj	184	4	challenge	challenge	NN
cord-229393-t3cpzmwj	185	1	CHIKV	CHIKV	NNP
cord-229393-t3cpzmwj	185	2	Challenge	Challenge	NNP
cord-229393-t3cpzmwj	185	3	Announces	Announces	NNPS
cord-229393-t3cpzmwj	185	4	Winners	Winners	NNPS
cord-229393-t3cpzmwj	185	5	,	,	,
cord-229393-t3cpzmwj	185	6	Progress	Progress	NNP
cord-229393-t3cpzmwj	185	7	toward	toward	IN
cord-229393-t3cpzmwj	185	8	Forecasting	forecast	VBG
cord-229393-t3cpzmwj	185	9	the	the	DT
cord-229393-t3cpzmwj	185	10	Spread	spread	NN
cord-229393-t3cpzmwj	185	11	of	of	IN
cord-229393-t3cpzmwj	185	12	Infectious	Infectious	NNP
cord-229393-t3cpzmwj	185	13	Diseases	Diseases	NNPS
cord-229393-t3cpzmwj	186	1	The	the	DT
cord-229393-t3cpzmwj	186	2	estimation	estimation	NN
cord-229393-t3cpzmwj	186	3	of	of	IN
cord-229393-t3cpzmwj	186	4	the	the	DT
cord-229393-t3cpzmwj	186	5	effective	effective	JJ
cord-229393-t3cpzmwj	186	6	reproductive	reproductive	JJ
cord-229393-t3cpzmwj	186	7	number	number	NN
cord-229393-t3cpzmwj	186	8	from	from	IN
cord-229393-t3cpzmwj	186	9	disease	disease	NN
cord-229393-t3cpzmwj	186	10	outbreak	outbreak	NN
cord-229393-t3cpzmwj	186	11	data	datum	NNS
cord-229393-t3cpzmwj	186	12	Statistical	statistical	JJ
cord-229393-t3cpzmwj	186	13	inference	inference	NN
cord-229393-t3cpzmwj	186	14	in	in	IN
cord-229393-t3cpzmwj	186	15	a	a	DT
cord-229393-t3cpzmwj	186	16	stochastic	stochastic	JJ
cord-229393-t3cpzmwj	186	17	epidemic	epidemic	NN
cord-229393-t3cpzmwj	186	18	SEIR	seir	NN
cord-229393-t3cpzmwj	186	19	model	model	NN
cord-229393-t3cpzmwj	186	20	with	with	IN
cord-229393-t3cpzmwj	186	21	control	control	NN
cord-229393-t3cpzmwj	186	22	intervention	intervention	NN
cord-229393-t3cpzmwj	186	23	:	:	:
cord-229393-t3cpzmwj	186	24	Ebola	Ebola	NNP
cord-229393-t3cpzmwj	186	25	as	as	IN
cord-229393-t3cpzmwj	186	26	a	a	DT
cord-229393-t3cpzmwj	186	27	case	case	NN
cord-229393-t3cpzmwj	186	28	study	study	NN
cord-229393-t3cpzmwj	186	29	Tracking	tracking	NN
cord-229393-t3cpzmwj	186	30	epidemics	epidemic	NNS
cord-229393-t3cpzmwj	186	31	with	with	IN
cord-229393-t3cpzmwj	186	32	Google	Google	NNP
cord-229393-t3cpzmwj	186	33	flu	flu	NN
cord-229393-t3cpzmwj	186	34	trends	trend	NNS
cord-229393-t3cpzmwj	186	35	data	datum	NNS
cord-229393-t3cpzmwj	186	36	and	and	CC
cord-229393-t3cpzmwj	186	37	a	a	DT
cord-229393-t3cpzmwj	186	38	state	state	NN
cord-229393-t3cpzmwj	186	39	-	-	HYPH
cord-229393-t3cpzmwj	186	40	space	space	NN
cord-229393-t3cpzmwj	186	41	SEIR	seir	NN
cord-229393-t3cpzmwj	186	42	model	model	NN
cord-229393-t3cpzmwj	186	43	Internationally	internationally	RB
cord-229393-t3cpzmwj	186	44	lost	lose	VBD
cord-229393-t3cpzmwj	186	45	COVID-19	covid-19	CD
cord-229393-t3cpzmwj	186	46	cases	case	NNS
cord-229393-t3cpzmwj	186	47	Behaviors	behavior	NNS
cord-229393-t3cpzmwj	186	48	of	of	IN
cord-229393-t3cpzmwj	186	49	susceptible	susceptible	JJ
cord-229393-t3cpzmwj	186	50	-	-	HYPH
cord-229393-t3cpzmwj	186	51	infected	infect	VBN
cord-229393-t3cpzmwj	186	52	epidemics	epidemic	NNS
cord-229393-t3cpzmwj	186	53	on	on	IN
cord-229393-t3cpzmwj	186	54	scale	scale	NN
cord-229393-t3cpzmwj	186	55	-	-	HYPH
cord-229393-t3cpzmwj	186	56	free	free	JJ
cord-229393-t3cpzmwj	186	57	networks	network	NNS
cord-229393-t3cpzmwj	186	58	with	with	IN
cord-229393-t3cpzmwj	186	59	identical	identical	JJ
cord-229393-t3cpzmwj	186	60	infectivity	infectivity	NN
cord-229393-t3cpzmwj	186	61	Dynamics	dynamic	NNS
cord-229393-t3cpzmwj	186	62	of	of	IN
cord-229393-t3cpzmwj	186	63	measles	measle	NNS
cord-229393-t3cpzmwj	186	64	epidemics	epidemic	NNS
cord-229393-t3cpzmwj	186	65	:	:	:
cord-229393-t3cpzmwj	186	66	estimating	estimate	VBG
cord-229393-t3cpzmwj	186	67	scaling	scaling	NN
cord-229393-t3cpzmwj	186	68	of	of	IN
cord-229393-t3cpzmwj	186	69	transmission	transmission	NN
cord-229393-t3cpzmwj	186	70	rates	rate	NNS
cord-229393-t3cpzmwj	186	71	using	use	VBG
cord-229393-t3cpzmwj	186	72	a	a	DT
cord-229393-t3cpzmwj	186	73	time	time	NN
cord-229393-t3cpzmwj	186	74	series	series	NN
cord-229393-t3cpzmwj	186	75	SIR	SIR	NNP
cord-229393-t3cpzmwj	186	76	model	model	NN
cord-229393-t3cpzmwj	186	77	Novel	Novel	NNP
cord-229393-t3cpzmwj	186	78	Coronavirus	Coronavirus	NNP
cord-229393-t3cpzmwj	186	79	COVID-19	COVID-19	NNP
cord-229393-t3cpzmwj	186	80	(	(	-LRB-
cord-229393-t3cpzmwj	186	81	2019-nCoV	2019-ncov	CD
cord-229393-t3cpzmwj	186	82	)	)	-RRB-
cord-229393-t3cpzmwj	187	1	Data	datum	NNS
cord-229393-t3cpzmwj	187	2	Repository	repository	NN
cord-229393-t3cpzmwj	187	3	by	by	IN
cord-229393-t3cpzmwj	187	4	Johns	Johns	NNP
cord-229393-t3cpzmwj	187	5	Hopkins	Hopkins	NNP
cord-229393-t3cpzmwj	187	6	CSSE	CSSE	NNP
cord-229393-t3cpzmwj	187	7	Covid-19	Covid-19	NNP
cord-229393-t3cpzmwj	187	8	)	)	-RRB-
cord-229393-t3cpzmwj	187	9	Data	Data	NNP
cord-229393-t3cpzmwj	187	10	in	in	IN
cord-229393-t3cpzmwj	187	11	the	the	DT
cord-229393-t3cpzmwj	187	12	United	United	NNP
cord-229393-t3cpzmwj	187	13	States	States	NNP
cord-229393-t3cpzmwj	187	14	State	State	NNP
cord-229393-t3cpzmwj	187	15	Population	Population	NNP
cord-229393-t3cpzmwj	187	16	Totals	Totals	NNPS
cord-229393-t3cpzmwj	187	17	Airport	Airport	NNP
cord-229393-t3cpzmwj	187	18	,	,	,
cord-229393-t3cpzmwj	187	19	airline	airline	NN
cord-229393-t3cpzmwj	187	20	and	and	CC
cord-229393-t3cpzmwj	187	21	route	route	NN
cord-229393-t3cpzmwj	187	22	data	datum	NNS
cord-229393-t3cpzmwj	187	23	Epidemic	Epidemic	NNP
cord-229393-t3cpzmwj	187	24	analysis	analysis	NN
cord-229393-t3cpzmwj	187	25	of	of	IN
cord-229393-t3cpzmwj	187	26	COVID-19	COVID-19	NNP
cord-229393-t3cpzmwj	187	27	in	in	IN
cord-229393-t3cpzmwj	187	28	China	China	NNP
cord-229393-t3cpzmwj	187	29	by	by	IN
cord-229393-t3cpzmwj	187	30	dynamical	dynamical	JJ
cord-229393-t3cpzmwj	187	31	modeling	modeling	NN
cord-229393-t3cpzmwj	187	32	This	this	DT
cord-229393-t3cpzmwj	187	33	work	work	NN
cord-229393-t3cpzmwj	187	34	was	be	VBD
cord-229393-t3cpzmwj	187	35	supported	support	VBN
cord-229393-t3cpzmwj	187	36	by	by	IN
cord-229393-t3cpzmwj	187	37	National	National	NNP
cord-229393-t3cpzmwj	187	38	Science	Science	NNP
cord-229393-t3cpzmwj	187	39	Foundation	Foundation	NNP
cord-229393-t3cpzmwj	187	40	Award	Award	NNP
cord-229393-t3cpzmwj	187	41	No	no	NN
cord-229393-t3cpzmwj	187	42	.	.	NN
cord-229393-t3cpzmwj	187	43	2027007	2027007	CD
cord-229393-t3cpzmwj	187	44	.	.	.
cord-229393-t3cpzmwj	188	1	The	the	DT
cord-229393-t3cpzmwj	188	2	authors	author	NNS
cord-229393-t3cpzmwj	188	3	would	would	MD
cord-229393-t3cpzmwj	188	4	like	like	VB
cord-229393-t3cpzmwj	188	5	to	to	TO
cord-229393-t3cpzmwj	188	6	thank	thank	VB
cord-229393-t3cpzmwj	188	7	Frost	Frost	NNP
cord-229393-t3cpzmwj	188	8	Tianjian	Tianjian	NNP
cord-229393-t3cpzmwj	188	9	Xu	Xu	NNP
cord-229393-t3cpzmwj	188	10	for	for	IN
cord-229393-t3cpzmwj	188	11	preparing	prepare	VBG
cord-229393-t3cpzmwj	188	12	datasets	dataset	NNS
cord-229393-t3cpzmwj	188	13	and	and	CC
cord-229393-t3cpzmwj	188	14	Jamin	Jamin	NNP
cord-229393-t3cpzmwj	188	15	Chen	Chen	NNP
cord-229393-t3cpzmwj	188	16	for	for	IN
cord-229393-t3cpzmwj	188	17	integrating	integrate	VBG
cord-229393-t3cpzmwj	188	18	our	-PRON-	PRP$
cord-229393-t3cpzmwj	188	19	methods	method	NNS
cord-229393-t3cpzmwj	188	20	into	into	IN
cord-229393-t3cpzmwj	188	21	a	a	DT
cord-229393-t3cpzmwj	188	22	web	web	NN
cord-229393-t3cpzmwj	188	23	-	-	HYPH
cord-229393-t3cpzmwj	188	24	based	base	VBN
cord-229393-t3cpzmwj	188	25	visualization	visualization	NN
cord-229393-t3cpzmwj	188	26	.	.	.
cord-229393-t3cpzmwj	189	1	The	the	DT
cord-229393-t3cpzmwj	189	2	authors	author	NNS
cord-229393-t3cpzmwj	189	3	also	also	RB
cord-229393-t3cpzmwj	189	4	thank	thank	VBP
cord-229393-t3cpzmwj	189	5	Prathik	Prathik	NNP
cord-229393-t3cpzmwj	189	6	Rao	Rao	NNP
cord-229393-t3cpzmwj	189	7	and	and	CC
cord-229393-t3cpzmwj	189	8	Kangmin	Kangmin	NNP
cord-229393-t3cpzmwj	189	9	Tan	Tan	NNP
cord-229393-t3cpzmwj	189	10	for	for	IN
cord-229393-t3cpzmwj	189	11	implementing	implement	VBG
cord-229393-t3cpzmwj	189	12	and	and	CC
cord-229393-t3cpzmwj	189	13	testing	test	VBG
cord-229393-t3cpzmwj	189	14	various	various	JJ
cord-229393-t3cpzmwj	189	15	ML	ML	NNP
cord-229393-t3cpzmwj	189	16	approaches	approach	NNS
cord-229393-t3cpzmwj	189	17	.	.	.
cord-229393-t3cpzmwj	190	1	We	-PRON-	PRP
cord-229393-t3cpzmwj	190	2	have	have	VBP
cord-229393-t3cpzmwj	190	3	proposed	propose	VBN
cord-229393-t3cpzmwj	190	4	a	a	DT
cord-229393-t3cpzmwj	190	5	heterogeneous	heterogeneous	JJ
cord-229393-t3cpzmwj	190	6	infection	infection	NN
cord-229393-t3cpzmwj	190	7	rate	rate	NN
cord-229393-t3cpzmwj	190	8	model	model	NN
cord-229393-t3cpzmwj	190	9	with	with	IN
cord-229393-t3cpzmwj	190	10	human	human	JJ
cord-229393-t3cpzmwj	190	11	mobility	mobility	NN
cord-229393-t3cpzmwj	190	12	to	to	TO
cord-229393-t3cpzmwj	190	13	model	model	VB
cord-229393-t3cpzmwj	190	14	the	the	DT
cord-229393-t3cpzmwj	190	15	spread	spread	NN
cord-229393-t3cpzmwj	190	16	of	of	IN
cord-229393-t3cpzmwj	190	17	COVID-19	covid-19	DT
cord-229393-t3cpzmwj	190	18	at	at	IN
cord-229393-t3cpzmwj	190	19	country	country	NN
cord-229393-t3cpzmwj	190	20	and	and	CC
cord-229393-t3cpzmwj	190	21	state	state	NN
cord-229393-t3cpzmwj	190	22	-	-	HYPH
cord-229393-t3cpzmwj	190	23	level	level	NN
cord-229393-t3cpzmwj	190	24	.	.	.
cord-229393-t3cpzmwj	191	1	Our	-PRON-	PRP$
cord-229393-t3cpzmwj	191	2	model	model	NN
cord-229393-t3cpzmwj	191	3	incorporates	incorporate	VBZ
cord-229393-t3cpzmwj	191	4	a	a	DT
cord-229393-t3cpzmwj	191	5	forgetting	forget	VBG
cord-229393-t3cpzmwj	191	6	factor	factor	NN
cord-229393-t3cpzmwj	191	7	to	to	TO
cord-229393-t3cpzmwj	191	8	quickly	quickly	RB
cord-229393-t3cpzmwj	191	9	adapt	adapt	VB
cord-229393-t3cpzmwj	191	10	to	to	IN
cord-229393-t3cpzmwj	191	11	the	the	DT
cord-229393-t3cpzmwj	191	12	rapidly	rapidly	RB
cord-229393-t3cpzmwj	191	13	changing	change	VBG
cord-229393-t3cpzmwj	191	14	trends	trend	NNS
cord-229393-t3cpzmwj	191	15	due	due	JJ
cord-229393-t3cpzmwj	191	16	to	to	IN
cord-229393-t3cpzmwj	191	17	the	the	DT
cord-229393-t3cpzmwj	191	18	changing	change	VBG
cord-229393-t3cpzmwj	191	19	policies	policy	NNS
cord-229393-t3cpzmwj	191	20	of	of	IN
cord-229393-t3cpzmwj	191	21	how	how	WRB
cord-229393-t3cpzmwj	191	22	we	-PRON-	PRP
cord-229393-t3cpzmwj	191	23	respond	respond	VBP
cord-229393-t3cpzmwj	191	24	to	to	IN
cord-229393-t3cpzmwj	191	25	the	the	DT
cord-229393-t3cpzmwj	191	26	epidemic	epidemic	NN
cord-229393-t3cpzmwj	191	27	.	.	.
cord-229393-t3cpzmwj	192	1	With	with	IN
cord-229393-t3cpzmwj	192	2	a	a	DT
cord-229393-t3cpzmwj	192	3	weighted	weighted	JJ
cord-229393-t3cpzmwj	192	4	least	least	JJS
cord-229393-t3cpzmwj	192	5	square	square	JJ
cord-229393-t3cpzmwj	192	6	training	training	NN
cord-229393-t3cpzmwj	192	7	and	and	CC
cord-229393-t3cpzmwj	192	8	identifying	identify	VBG
cord-229393-t3cpzmwj	192	9	the	the	DT
cord-229393-t3cpzmwj	192	10	right	right	JJ
cord-229393-t3cpzmwj	192	11	hyper	hyper	JJ
cord-229393-t3cpzmwj	192	12	-	-	NNS
cord-229393-t3cpzmwj	192	13	parameters	parameter	NNS
cord-229393-t3cpzmwj	192	14	,	,	,
cord-229393-t3cpzmwj	192	15	we	-PRON-	PRP
cord-229393-t3cpzmwj	192	16	are	be	VBP
cord-229393-t3cpzmwj	192	17	able	able	JJ
cord-229393-t3cpzmwj	192	18	to	to	TO
cord-229393-t3cpzmwj	192	19	achieve	achieve	VB
cord-229393-t3cpzmwj	192	20	highly	highly	RB
cord-229393-t3cpzmwj	192	21	accurate	accurate	JJ
cord-229393-t3cpzmwj	192	22	predictions	prediction	NNS
cord-229393-t3cpzmwj	192	23	.	.	.
cord-229393-t3cpzmwj	193	1	The	the	DT
cord-229393-t3cpzmwj	193	2	parameters	parameter	NNS
cord-229393-t3cpzmwj	193	3	obtained	obtain	VBN
cord-229393-t3cpzmwj	193	4	over	over	IN
cord-229393-t3cpzmwj	193	5	different	different	JJ
cord-229393-t3cpzmwj	193	6	time	time	NN
cord-229393-t3cpzmwj	193	7	-	-	HYPH
cord-229393-t3cpzmwj	193	8	intervals	interval	NNS
cord-229393-t3cpzmwj	193	9	allow	allow	VBP
cord-229393-t3cpzmwj	193	10	us	-PRON-	PRP
cord-229393-t3cpzmwj	193	11	to	to	TO
cord-229393-t3cpzmwj	193	12	measure	measure	VB
cord-229393-t3cpzmwj	193	13	how	how	WRB
cord-229393-t3cpzmwj	193	14	various	various	JJ
cord-229393-t3cpzmwj	193	15	regions	region	NNS
cord-229393-t3cpzmwj	193	16	(	(	-LRB-
cord-229393-t3cpzmwj	193	17	states	state	NNS
cord-229393-t3cpzmwj	193	18	/	/	SYM
cord-229393-t3cpzmwj	193	19	countries	country	NNS
cord-229393-t3cpzmwj	193	20	)	)	-RRB-
cord-229393-t3cpzmwj	193	21	have	have	VBP
cord-229393-t3cpzmwj	193	22	responded	respond	VBN
cord-229393-t3cpzmwj	193	23	to	to	IN
cord-229393-t3cpzmwj	193	24	the	the	DT
cord-229393-t3cpzmwj	193	25	epidemic	epidemic	NN
cord-229393-t3cpzmwj	193	26	.	.	.
cord-229393-t3cpzmwj	194	1	In	in	IN
cord-229393-t3cpzmwj	194	2	particular	particular	JJ
cord-229393-t3cpzmwj	194	3	,	,	,
cord-229393-t3cpzmwj	194	4	we	-PRON-	PRP
cord-229393-t3cpzmwj	194	5	have	have	VBP
cord-229393-t3cpzmwj	194	6	defined	define	VBN
cord-229393-t3cpzmwj	194	7	Contact	Contact	NNP
cord-229393-t3cpzmwj	194	8	Reduction	Reduction	NNP
cord-229393-t3cpzmwj	194	9	Score	Score	NNP
cord-229393-t3cpzmwj	194	10	and	and	CC
cord-229393-t3cpzmwj	194	11	Epidemic	Epidemic	NNP
cord-229393-t3cpzmwj	194	12	Reduction	Reduction	NNP
cord-229393-t3cpzmwj	194	13	Score	Score	NNP
cord-229393-t3cpzmwj	194	14	that	that	WDT
cord-229393-t3cpzmwj	194	15	respectively	respectively	RB
cord-229393-t3cpzmwj	194	16	measure	measure	VBP
cord-229393-t3cpzmwj	194	17	reduction	reduction	NN
cord-229393-t3cpzmwj	194	18	in	in	IN
cord-229393-t3cpzmwj	194	19	transmission	transmission	NN
cord-229393-t3cpzmwj	194	20	,	,	,
cord-229393-t3cpzmwj	194	21	and	and	CC
cord-229393-t3cpzmwj	194	22	reduction	reduction	NN
cord-229393-t3cpzmwj	194	23	in	in	IN
cord-229393-t3cpzmwj	194	24	epidemic	epidemic	NN
cord-229393-t3cpzmwj	194	25	spread	spread	NN
cord-229393-t3cpzmwj	194	26	compared	compare	VBN
cord-229393-t3cpzmwj	194	27	to	to	IN
cord-229393-t3cpzmwj	194	28	a	a	DT
cord-229393-t3cpzmwj	194	29	hypothetical	hypothetical	JJ
cord-229393-t3cpzmwj	194	30	scenario	scenario	NN
cord-229393-t3cpzmwj	194	31	where	where	WRB
cord-229393-t3cpzmwj	194	32	a	a	DT
cord-229393-t3cpzmwj	194	33	trend	trend	NN
cord-229393-t3cpzmwj	194	34	of	of	IN
cord-229393-t3cpzmwj	194	35	a	a	DT
cord-229393-t3cpzmwj	194	36	prior	prior	JJ
cord-229393-t3cpzmwj	194	37	reference	reference	NN
cord-229393-t3cpzmwj	194	38	point	point	NN
cord-229393-t3cpzmwj	194	39	were	be	VBD
cord-229393-t3cpzmwj	194	40	to	to	TO
cord-229393-t3cpzmwj	194	41	continue	continue	VB
cord-229393-t3cpzmwj	194	42	.	.	.
cord-229393-t3cpzmwj	195	1	These	these	DT
cord-229393-t3cpzmwj	195	2	varying	vary	VBG
cord-229393-t3cpzmwj	195	3	parameters	parameter	NNS
cord-229393-t3cpzmwj	195	4	also	also	RB
cord-229393-t3cpzmwj	195	5	represent	represent	VBP
cord-229393-t3cpzmwj	195	6	different	different	JJ
cord-229393-t3cpzmwj	195	7	policies	policy	NNS
cord-229393-t3cpzmwj	195	8	of	of	IN
cord-229393-t3cpzmwj	195	9	the	the	DT
cord-229393-t3cpzmwj	195	10	past	past	NN
cord-229393-t3cpzmwj	195	11	,	,	,
cord-229393-t3cpzmwj	195	12	and	and	CC
cord-229393-t3cpzmwj	195	13	hence	hence	RB
cord-229393-t3cpzmwj	195	14	allow	allow	VB
cord-229393-t3cpzmwj	195	15	us	-PRON-	PRP
cord-229393-t3cpzmwj	195	16	to	to	TO
cord-229393-t3cpzmwj	195	17	simulate	simulate	VB
cord-229393-t3cpzmwj	195	18	scenarios	scenario	NNS
cord-229393-t3cpzmwj	195	19	into	into	IN
cord-229393-t3cpzmwj	195	20	the	the	DT
cord-229393-t3cpzmwj	195	21	future	future	NN
cord-229393-t3cpzmwj	195	22	.	.	.
cord-229393-t3cpzmwj	196	1	For	for	IN
cord-229393-t3cpzmwj	196	2	instance	instance	NN
cord-229393-t3cpzmwj	196	3	,	,	,
cord-229393-t3cpzmwj	196	4	using	use	VBG
cord-229393-t3cpzmwj	196	5	the	the	DT
cord-229393-t3cpzmwj	196	6	parameters	parameter	NNS
cord-229393-t3cpzmwj	196	7	learned	learn	VBN
cord-229393-t3cpzmwj	196	8	up	up	RP
cord-229393-t3cpzmwj	196	9	to	to	IN
cord-229393-t3cpzmwj	196	10	the	the	DT
cord-229393-t3cpzmwj	196	11	point	point	NN
cord-229393-t3cpzmwj	196	12	before	before	IN
cord-229393-t3cpzmwj	196	13	"	"	``
cord-229393-t3cpzmwj	196	14	social	social	JJ
cord-229393-t3cpzmwj	196	15	distancing	distance	VBG
cord-229393-t3cpzmwj	196	16	"	"	''
cord-229393-t3cpzmwj	196	17	orders	order	NNS
cord-229393-t3cpzmwj	196	18	,	,	,
cord-229393-t3cpzmwj	196	19	we	-PRON-	PRP
cord-229393-t3cpzmwj	196	20	can	can	MD
cord-229393-t3cpzmwj	196	21	forecast	forecast	VB
cord-229393-t3cpzmwj	196	22	the	the	DT
cord-229393-t3cpzmwj	196	23	trajectory	trajectory	NN
cord-229393-t3cpzmwj	196	24	of	of	IN
cord-229393-t3cpzmwj	196	25	the	the	DT
cord-229393-t3cpzmwj	196	26	epidemic	epidemic	NN
cord-229393-t3cpzmwj	196	27	,	,	,
cord-229393-t3cpzmwj	196	28	if	if	IN
cord-229393-t3cpzmwj	196	29	everyone	everyone	NN
cord-229393-t3cpzmwj	196	30	were	be	VBD
cord-229393-t3cpzmwj	196	31	to	to	TO
cord-229393-t3cpzmwj	196	32	stop	stop	VB
cord-229393-t3cpzmwj	196	33	taking	take	VBG
cord-229393-t3cpzmwj	196	34	distancing	distance	VBG
cord-229393-t3cpzmwj	196	35	precautions	precaution	NNS
cord-229393-t3cpzmwj	196	36	.	.	.