id	sid	tid	token	lemma	pos
cet-1681	1	1	microsoft	microsoft	PROPN
cet-1681	1	2	word	word	NOUN
cet-1681	1	3	164.docx	164.docx	NUM
cet-1681	1	4	chemical	chemical	NOUN
cet-1681	1	5	engineering	engineering	NOUN
cet-1681	1	6	transactions	transaction	NOUN
cet-1681	1	7	vol	vol	NOUN
cet-1681	1	8	.	.	PROPN
cet-1681	1	9	56	56	NUM
cet-1681	1	10	,	,	PUNCT
cet-1681	1	11	2017	2017	NUM
cet-1681	1	12	a	a	DET
cet-1681	1	13	publication	publication	NOUN
cet-1681	1	14	of	of	ADP
cet-1681	1	15	the	the	DET
cet-1681	1	16	italian	italian	ADJ
cet-1681	1	17	association	association	NOUN
cet-1681	1	18	of	of	ADP
cet-1681	1	19	chemical	chemical	PROPN
cet-1681	1	20	engineering	engineering	NOUN
cet-1681	1	21	online	online	ADV
cet-1681	1	22	at	at	ADP
cet-1681	1	23	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-1681	1	24	guest	guest	NOUN
cet-1681	1	25	editors	editor	NOUN
cet-1681	1	26	:	:	PUNCT
cet-1681	1	27	jiří	jiří	PROPN
cet-1681	1	28	jaromír	jaromír	PROPN
cet-1681	1	29	klemeš	klemeš	PROPN
cet-1681	1	30	,	,	PUNCT
cet-1681	1	31	peng	peng	PROPN
cet-1681	1	32	yen	yen	PROPN
cet-1681	1	33	liew	liew	PROPN
cet-1681	1	34	,	,	PUNCT
cet-1681	1	35	wai	wai	PROPN
cet-1681	1	36	shin	shin	PROPN
cet-1681	1	37	ho	ho	PROPN
cet-1681	1	38	,	,	PUNCT
cet-1681	1	39	jeng	jeng	PROPN
cet-1681	1	40	shiun	shiun	PROPN
cet-1681	1	41	lim	lim	PROPN
cet-1681	1	42	copyright	copyright	PROPN
cet-1681	1	43	©	©	PROPN
cet-1681	1	44	2017	2017	NUM
cet-1681	1	45	,	,	PUNCT
cet-1681	1	46	aidic	aidic	ADJ
cet-1681	1	47	servizi	servizi	PROPN
cet-1681	1	48	s.r.l	s.r.l	NOUN
cet-1681	1	49	.	.	PUNCT
cet-1681	1	50	,	,	PUNCT
cet-1681	1	51	isbn	isbn	PROPN
cet-1681	1	52	978	978	NUM
cet-1681	1	53	-	-	SYM
cet-1681	1	54	88	88	NUM
cet-1681	1	55	-	-	PUNCT
cet-1681	1	56	95608	95608	NUM
cet-1681	1	57	-	-	PUNCT
cet-1681	1	58	47	47	NUM
cet-1681	1	59	-	-	SYM
cet-1681	1	60	1	1	NUM
cet-1681	1	61	;	;	PUNCT
cet-1681	1	62	issn	issn	PROPN
cet-1681	1	63	2283	2283	NUM
cet-1681	1	64	-	-	SYM
cet-1681	1	65	9216	9216	NUM
cet-1681	1	66	optimisation	optimisation	NOUN
cet-1681	1	67	of	of	ADP
cet-1681	1	68	acid	acid	ADJ
cet-1681	1	69	hydrolysis	hydrolysis	NOUN
cet-1681	1	70	of	of	ADP
cet-1681	1	71	grasses	grass	NOUN
cet-1681	1	72	using	use	VERB
cet-1681	1	73	response	response	NOUN
cet-1681	1	74	surface	surface	NOUN
cet-1681	1	75	methodology	methodology	NOUN
cet-1681	1	76	for	for	ADP
cet-1681	1	77	the	the	DET
cet-1681	1	78	preparation	preparation	NOUN
cet-1681	1	79	of	of	ADP
cet-1681	1	80	bioethanol	bioethanol	NOUN
cet-1681	1	81	soe	soe	PROPN
cet-1681	1	82	soe	soe	PROPN
cet-1681	1	83	than	than	ADP
cet-1681	1	84	department	department	NOUN
cet-1681	1	85	of	of	ADP
cet-1681	1	86	industrial	industrial	ADJ
cet-1681	1	87	chemistry	chemistry	NOUN
cet-1681	1	88	,	,	PUNCT
cet-1681	1	89	university	university	NOUN
cet-1681	1	90	of	of	ADP
cet-1681	1	91	yangon	yangon	PROPN
cet-1681	1	92	,	,	PUNCT
cet-1681	1	93	myanmar	myanmar	PROPN
cet-1681	1	94	soesoe.than@gmail.com	soesoe.than@gmail.com	X
cet-1681	1	95	the	the	DET
cet-1681	1	96	grasseschloris	grasseschloris	PROPN
cet-1681	1	97	barbata	barbata	PROPN
cet-1681	1	98	sw	sw	PROPN
cet-1681	1	99	.	.	PUNCT
cet-1681	2	1	and	and	CCONJ
cet-1681	2	2	ischaemum	ischaemum	PROPN
cet-1681	2	3	pilosum	pilosum	PROPN
cet-1681	2	4	klein	klein	PROPN
cet-1681	2	5	ex	ex	PROPN
cet-1681	2	6	willd	willd	PROPN
cet-1681	2	7	were	be	AUX
cet-1681	2	8	chosen	choose	VERB
cet-1681	2	9	as	as	ADP
cet-1681	2	10	sources	source	NOUN
cet-1681	2	11	of	of	ADP
cet-1681	2	12	lignocellulosic	lignocellulosic	ADJ
cet-1681	2	13	material	material	NOUN
cet-1681	2	14	for	for	ADP
cet-1681	2	15	the	the	DET
cet-1681	2	16	preparation	preparation	NOUN
cet-1681	2	17	of	of	ADP
cet-1681	2	18	ethanol	ethanol	NOUN
cet-1681	2	19	.	.	PUNCT
cet-1681	3	1	fresh	fresh	ADJ
cet-1681	3	2	stems	stem	NOUN
cet-1681	3	3	of	of	ADP
cet-1681	3	4	grass	grass	NOUN
cet-1681	3	5	were	be	AUX
cet-1681	3	6	processed	process	VERB
cet-1681	3	7	into	into	ADP
cet-1681	3	8	fermentable	fermentable	ADJ
cet-1681	3	9	sugars	sugar	NOUN
cet-1681	3	10	by	by	ADP
cet-1681	3	11	acid	acid	NOUN
cet-1681	3	12	hydrolysis	hydrolysis	NOUN
cet-1681	3	13	using	use	VERB
cet-1681	3	14	sulfuric	sulfuric	NOUN
cet-1681	3	15	acid	acid	NOUN
cet-1681	3	16	.	.	PUNCT
cet-1681	4	1	optimisation	optimisation	NOUN
cet-1681	4	2	of	of	ADP
cet-1681	4	3	cellulose	cellulose	NOUN
cet-1681	4	4	hydrolysis	hydrolysis	NOUN
cet-1681	4	5	was	be	AUX
cet-1681	4	6	performed	perform	VERB
cet-1681	4	7	by	by	ADP
cet-1681	4	8	using	use	VERB
cet-1681	4	9	central	central	ADJ
cet-1681	4	10	composite	composite	ADJ
cet-1681	4	11	design	design	NOUN
cet-1681	4	12	of	of	ADP
cet-1681	4	13	response	response	NOUN
cet-1681	4	14	surface	surface	NOUN
cet-1681	4	15	methodology	methodology	NOUN
cet-1681	4	16	(	(	PUNCT
cet-1681	4	17	rsm	rsm	NOUN
cet-1681	4	18	)	)	PUNCT
cet-1681	4	19	.	.	PUNCT
cet-1681	5	1	three	three	NUM
cet-1681	5	2	variables	variable	NOUN
cet-1681	5	3	such	such	ADJ
cet-1681	5	4	as	as	ADP
cet-1681	5	5	acid	acid	NOUN
cet-1681	5	6	concentration	concentration	NOUN
cet-1681	5	7	,	,	PUNCT
cet-1681	5	8	acid	acid	NOUN
cet-1681	5	9	volume	volume	NOUN
cet-1681	5	10	and	and	CCONJ
cet-1681	5	11	hydrolysing	hydrolyse	VERB
cet-1681	5	12	time	time	NOUN
cet-1681	5	13	were	be	AUX
cet-1681	5	14	considered	consider	VERB
cet-1681	5	15	as	as	ADP
cet-1681	5	16	influencing	influence	VERB
cet-1681	5	17	factors	factor	NOUN
cet-1681	5	18	on	on	ADP
cet-1681	5	19	the	the	DET
cet-1681	5	20	yield	yield	NOUN
cet-1681	5	21	of	of	ADP
cet-1681	5	22	fermentable	fermentable	ADJ
cet-1681	5	23	sugars	sugar	NOUN
cet-1681	5	24	during	during	ADP
cet-1681	5	25	acid	acid	NOUN
cet-1681	5	26	hydrolysis	hydrolysis	NOUN
cet-1681	5	27	.	.	PUNCT
cet-1681	6	1	baker	baker	PROPN
cet-1681	6	2	’s	’s	PART
cet-1681	6	3	yeast	yeast	NOUN
cet-1681	6	4	(	(	PUNCT
cet-1681	6	5	saccharomyces	saccharomyce	NOUN
cet-1681	6	6	cerevisiae	cerevisiae	NOUN
cet-1681	6	7	)	)	PUNCT
cet-1681	6	8	was	be	AUX
cet-1681	6	9	used	use	VERB
cet-1681	6	10	in	in	ADP
cet-1681	6	11	fermentation	fermentation	NOUN
cet-1681	6	12	of	of	ADP
cet-1681	6	13	the	the	DET
cet-1681	6	14	resulting	result	VERB
cet-1681	6	15	sugars	sugar	NOUN
cet-1681	6	16	under	under	ADP
cet-1681	6	17	anaerobic	anaerobic	ADJ
cet-1681	6	18	condition	condition	NOUN
cet-1681	6	19	.	.	PUNCT
cet-1681	7	1	the	the	DET
cet-1681	7	2	maximum	maximum	ADJ
cet-1681	7	3	yields	yield	NOUN
cet-1681	7	4	of	of	ADP
cet-1681	7	5	ethanol	ethanol	NOUN
cet-1681	7	6	by	by	ADP
cet-1681	7	7	volume	volume	NOUN
cet-1681	7	8	were	be	AUX
cet-1681	7	9	24.88	24.88	NUM
cet-1681	7	10			PROPN
cet-1681	7	11	0.20	0.20	NUM
cet-1681	7	12	%	%	NOUN
cet-1681	7	13	and	and	CCONJ
cet-1681	7	14	6.01	6.01	NUM
cet-1681	7	15			PROPN
cet-1681	7	16	3.20	3.20	NUM
cet-1681	7	17	%	%	NOUN
cet-1681	7	18	with	with	ADP
cet-1681	7	19	the	the	DET
cet-1681	7	20	yeast	yeast	NOUN
cet-1681	7	21	concentrations	concentration	NOUN
cet-1681	7	22	of	of	ADP
cet-1681	7	23	5	5	NUM
cet-1681	7	24	g	g	NOUN
cet-1681	7	25	/	/	SYM
cet-1681	7	26	l	l	NOUN
cet-1681	7	27	and	and	CCONJ
cet-1681	7	28	4	4	NUM
cet-1681	7	29	g	g	NOUN
cet-1681	7	30	/	/	SYM
cet-1681	7	31	l	l	NOUN
cet-1681	7	32	accordingly	accordingly	ADV
cet-1681	7	33	to	to	ADP
cet-1681	7	34	their	their	PRON
cet-1681	7	35	same	same	ADJ
cet-1681	7	36	reflux	reflux	NOUN
cet-1681	7	37	ratio	ratio	NOUN
cet-1681	7	38	of	of	ADP
cet-1681	7	39	1.01	1.01	NUM
cet-1681	7	40	.	.	PUNCT
cet-1681	8	1	1	1	NUM
cet-1681	8	2	.	.	X
cet-1681	8	3	introduction	introduction	NOUN
cet-1681	8	4	non	non	ADJ
cet-1681	8	5	-	-	ADJ
cet-1681	8	6	food	food	ADJ
cet-1681	8	7	plants	plant	NOUN
cet-1681	8	8	of	of	ADP
cet-1681	8	9	cellulosic	cellulosic	NOUN
cet-1681	8	10	materials	material	NOUN
cet-1681	8	11	become	become	VERB
cet-1681	8	12	renewable	renewable	ADJ
cet-1681	8	13	feedstock	feedstock	NOUN
cet-1681	8	14	for	for	ADP
cet-1681	8	15	the	the	DET
cet-1681	8	16	production	production	NOUN
cet-1681	8	17	of	of	ADP
cet-1681	8	18	ethanol	ethanol	NOUN
cet-1681	8	19	.	.	PUNCT
cet-1681	9	1	cellulose	cellulose	NOUN
cet-1681	9	2	in	in	ADP
cet-1681	9	3	cellulosic	cellulosic	NOUN
cet-1681	9	4	biomass	biomass	NOUN
cet-1681	9	5	is	be	AUX
cet-1681	9	6	usually	usually	ADV
cet-1681	9	7	organised	organise	VERB
cet-1681	9	8	into	into	ADP
cet-1681	9	9	microfibrils	microfibril	NOUN
cet-1681	9	10	,	,	PUNCT
cet-1681	9	11	containing	contain	VERB
cet-1681	9	12	up	up	ADP
cet-1681	9	13	to	to	PART
cet-1681	9	14	36	36	NUM
cet-1681	9	15	glucan	glucan	NOUN
cet-1681	9	16	chains	chain	NOUN
cet-1681	9	17	having	have	VERB
cet-1681	9	18	thousands	thousand	NOUN
cet-1681	9	19	of	of	ADP
cet-1681	9	20	glucose	glucose	NOUN
cet-1681	9	21	residues	residue	NOUN
cet-1681	9	22	.	.	PUNCT
cet-1681	10	1	according	accord	VERB
cet-1681	10	2	to	to	ADP
cet-1681	10	3	the	the	DET
cet-1681	10	4	degree	degree	NOUN
cet-1681	10	5	of	of	ADP
cet-1681	10	6	crystallinity	crystallinity	NOUN
cet-1681	10	7	,	,	PUNCT
cet-1681	10	8	cellulose	cellulose	NOUN
cet-1681	10	9	is	be	AUX
cet-1681	10	10	classified	classify	VERB
cet-1681	10	11	into	into	ADP
cet-1681	10	12	crystalline	crystalline	NOUN
cet-1681	10	13	and	and	CCONJ
cet-1681	10	14	amorphous	amorphous	ADJ
cet-1681	10	15	cellulose	cellulose	NOUN
cet-1681	10	16	.	.	PUNCT
cet-1681	11	1	it	it	PRON
cet-1681	11	2	can	can	AUX
cet-1681	11	3	be	be	AUX
cet-1681	11	4	hydrolytically	hydrolytically	ADV
cet-1681	11	5	broken	break	VERB
cet-1681	11	6	down	down	ADP
cet-1681	11	7	into	into	ADP
cet-1681	11	8	glucose	glucose	NOUN
cet-1681	11	9	either	either	CCONJ
cet-1681	11	10	enzymatically	enzymatically	ADV
cet-1681	11	11	by	by	ADP
cet-1681	11	12	cellulytic	cellulytic	ADJ
cet-1681	11	13	enzymes	enzyme	NOUN
cet-1681	11	14	or	or	CCONJ
cet-1681	11	15	chemically	chemically	ADV
cet-1681	11	16	by	by	ADP
cet-1681	11	17	sulfuric	sulfuric	ADJ
cet-1681	11	18	or	or	CCONJ
cet-1681	11	19	other	other	ADJ
cet-1681	11	20	acids	acid	NOUN
cet-1681	11	21	.	.	PUNCT
cet-1681	12	1	a	a	DET
cet-1681	12	2	key	key	ADJ
cet-1681	12	3	advantage	advantage	NOUN
cet-1681	12	4	of	of	ADP
cet-1681	12	5	acid	acid	ADJ
cet-1681	12	6	pre	pre	NOUN
cet-1681	12	7	-	-	NOUN
cet-1681	12	8	treatment	treatment	NOUN
cet-1681	12	9	is	be	AUX
cet-1681	12	10	that	that	SCONJ
cet-1681	12	11	a	a	DET
cet-1681	12	12	subsequent	subsequent	ADJ
cet-1681	12	13	enzymatic	enzymatic	ADJ
cet-1681	12	14	hydrolysis	hydrolysis	NOUN
cet-1681	12	15	step	step	NOUN
cet-1681	12	16	is	be	AUX
cet-1681	12	17	sometimes	sometimes	ADV
cet-1681	12	18	not	not	PART
cet-1681	12	19	required	require	VERB
cet-1681	12	20	,	,	PUNCT
cet-1681	12	21	as	as	SCONJ
cet-1681	12	22	the	the	DET
cet-1681	12	23	acid	acid	NOUN
cet-1681	12	24	itself	itself	PRON
cet-1681	12	25	hydrolyses	hydrolyse	VERB
cet-1681	12	26	the	the	DET
cet-1681	12	27	biomass	biomass	NOUN
cet-1681	12	28	to	to	PART
cet-1681	12	29	yield	yield	VERB
cet-1681	12	30	fermentable	fermentable	ADJ
cet-1681	12	31	sugars	sugar	NOUN
cet-1681	12	32	(	(	PUNCT
cet-1681	12	33	yu	yu	PROPN
cet-1681	12	34	et	et	PROPN
cet-1681	12	35	al	al	PROPN
cet-1681	12	36	.	.	PROPN
cet-1681	12	37	,	,	PUNCT
cet-1681	12	38	2010	2010	NUM
cet-1681	12	39	)	)	PUNCT
cet-1681	12	40	.	.	PUNCT
cet-1681	13	1	production	production	NOUN
cet-1681	13	2	of	of	ADP
cet-1681	13	3	ethanol	ethanol	NOUN
cet-1681	13	4	from	from	ADP
cet-1681	13	5	cellulosic	cellulosic	NOUN
cet-1681	13	6	biomass	biomass	NOUN
cet-1681	13	7	contains	contain	VERB
cet-1681	13	8	three	three	NUM
cet-1681	13	9	main	main	ADJ
cet-1681	13	10	processes	process	NOUN
cet-1681	13	11	,	,	PUNCT
cet-1681	13	12	including	include	VERB
cet-1681	13	13	pretreatment	pretreatment	NOUN
cet-1681	13	14	,	,	PUNCT
cet-1681	13	15	hydrolysis	hydrolysis	NOUN
cet-1681	13	16	,	,	PUNCT
cet-1681	13	17	and	and	CCONJ
cet-1681	13	18	fermentation	fermentation	NOUN
cet-1681	13	19	.	.	PUNCT
cet-1681	14	1	pre	pre	ADJ
cet-1681	14	2	-	-	NOUN
cet-1681	14	3	treatment	treatment	NOUN
cet-1681	14	4	facilitates	facilitate	VERB
cet-1681	14	5	the	the	DET
cet-1681	14	6	hydrolysis	hydrolysis	NOUN
cet-1681	14	7	of	of	ADP
cet-1681	14	8	cellulose	cellulose	NOUN
cet-1681	14	9	to	to	PART
cet-1681	14	10	be	be	AUX
cet-1681	14	11	rapid	rapid	ADJ
cet-1681	14	12	by	by	ADP
cet-1681	14	13	altering	alter	VERB
cet-1681	14	14	the	the	DET
cet-1681	14	15	size	size	NOUN
cet-1681	14	16	and	and	CCONJ
cet-1681	14	17	structure	structure	NOUN
cet-1681	14	18	of	of	ADP
cet-1681	14	19	biomass	biomass	NOUN
cet-1681	14	20	as	as	ADV
cet-1681	14	21	well	well	ADV
cet-1681	14	22	as	as	ADP
cet-1681	14	23	its	its	PRON
cet-1681	14	24	chemical	chemical	NOUN
cet-1681	14	25	composition	composition	NOUN
cet-1681	14	26	.	.	PUNCT
cet-1681	15	1	in	in	ADP
cet-1681	15	2	the	the	DET
cet-1681	15	3	hydrolysis	hydrolysis	NOUN
cet-1681	15	4	step	step	NOUN
cet-1681	15	5	,	,	PUNCT
cet-1681	15	6	celluloses	cellulose	NOUN
cet-1681	15	7	are	be	AUX
cet-1681	15	8	converted	convert	VERB
cet-1681	15	9	into	into	ADP
cet-1681	15	10	monomer	monomer	NOUN
cet-1681	15	11	sugars	sugar	NOUN
cet-1681	15	12	.	.	PUNCT
cet-1681	16	1	the	the	DET
cet-1681	16	2	resulting	result	VERB
cet-1681	16	3	fermentable	fermentable	ADJ
cet-1681	16	4	sugars	sugar	NOUN
cet-1681	16	5	could	could	AUX
cet-1681	16	6	be	be	AUX
cet-1681	16	7	fermented	ferment	VERB
cet-1681	16	8	into	into	ADP
cet-1681	16	9	ethanol	ethanol	NOUN
cet-1681	16	10	by	by	ADP
cet-1681	16	11	ethanol	ethanol	NOUN
cet-1681	16	12	producing	produce	VERB
cet-1681	16	13	microorganisms	microorganism	NOUN
cet-1681	16	14	,	,	PUNCT
cet-1681	16	15	which	which	PRON
cet-1681	16	16	can	can	AUX
cet-1681	16	17	be	be	AUX
cet-1681	16	18	either	either	CCONJ
cet-1681	16	19	naturally	naturally	ADV
cet-1681	16	20	occurring	occur	VERB
cet-1681	16	21	or	or	CCONJ
cet-1681	16	22	genetically	genetically	ADV
cet-1681	16	23	modified	modify	VERB
cet-1681	16	24	microorganisms	microorganism	NOUN
cet-1681	16	25	(	(	PUNCT
cet-1681	16	26	zheng	zheng	X
cet-1681	16	27	et	et	PROPN
cet-1681	16	28	al	al	PROPN
cet-1681	16	29	.	.	PROPN
cet-1681	16	30	,	,	PUNCT
cet-1681	16	31	2009	2009	NUM
cet-1681	16	32	)	)	PUNCT
cet-1681	16	33	.	.	PUNCT
cet-1681	17	1	the	the	DET
cet-1681	17	2	present	present	ADJ
cet-1681	17	3	study	study	NOUN
cet-1681	17	4	investigated	investigate	VERB
cet-1681	17	5	the	the	DET
cet-1681	17	6	ethanol	ethanol	NOUN
cet-1681	17	7	opportunity	opportunity	NOUN
cet-1681	17	8	from	from	ADP
cet-1681	17	9	the	the	DET
cet-1681	17	10	grasses	grass	NOUN
cet-1681	17	11	(	(	PUNCT
cet-1681	17	12	chloris	chloris	PROPN
cet-1681	17	13	barbata	barbata	NOUN
cet-1681	17	14	and	and	CCONJ
cet-1681	17	15	ischaemum	ischaemum	ADJ
cet-1681	17	16	pilosum	pilosum	NOUN
cet-1681	17	17	)	)	PUNCT
cet-1681	17	18	through	through	ADP
cet-1681	17	19	acid	acid	NOUN
cet-1681	17	20	hydrolysis	hydrolysis	NOUN
cet-1681	17	21	followed	follow	VERB
cet-1681	17	22	by	by	ADP
cet-1681	17	23	fermentation	fermentation	NOUN
cet-1681	17	24	.	.	PUNCT
cet-1681	18	1	response	response	NOUN
cet-1681	18	2	surface	surface	NOUN
cet-1681	18	3	methodology	methodology	NOUN
cet-1681	18	4	(	(	PUNCT
cet-1681	18	5	rsm	rsm	NOUN
cet-1681	18	6	)	)	PUNCT
cet-1681	18	7	was	be	AUX
cet-1681	18	8	applied	apply	VERB
cet-1681	18	9	to	to	PART
cet-1681	18	10	optimise	optimise	VERB
cet-1681	18	11	the	the	DET
cet-1681	18	12	process	process	NOUN
cet-1681	18	13	variables	variable	NOUN
cet-1681	18	14	during	during	ADP
cet-1681	18	15	cellulosic	cellulosic	NOUN
cet-1681	18	16	hydrolysis	hydrolysis	NOUN
cet-1681	18	17	.	.	PUNCT
cet-1681	19	1	central	central	ADJ
cet-1681	19	2	composite	composite	ADJ
cet-1681	19	3	design	design	NOUN
cet-1681	19	4	was	be	AUX
cet-1681	19	5	chosen	choose	VERB
cet-1681	19	6	for	for	ADP
cet-1681	19	7	experimental	experimental	ADJ
cet-1681	19	8	design	design	NOUN
cet-1681	19	9	and	and	CCONJ
cet-1681	19	10	a	a	DET
cet-1681	19	11	second	second	ADJ
cet-1681	19	12	order	order	NOUN
cet-1681	19	13	polynomial	polynomial	ADJ
cet-1681	19	14	equation	equation	NOUN
cet-1681	19	15	was	be	AUX
cet-1681	19	16	developed	develop	VERB
cet-1681	19	17	by	by	ADP
cet-1681	19	18	using	use	VERB
cet-1681	19	19	design	design	NOUN
cet-1681	19	20	expert	expert	NOUN
cet-1681	19	21	7	7	NUM
cet-1681	19	22	software	software	NOUN
cet-1681	19	23	(	(	PUNCT
cet-1681	19	24	stat	stat	NOUN
cet-1681	19	25	-	-	PUNCT
cet-1681	19	26	ease	ease	PROPN
cet-1681	19	27	inc	inc	PROPN
cet-1681	19	28	.	.	PROPN
cet-1681	19	29	,	,	PUNCT
cet-1681	19	30	2007	2007	NUM
cet-1681	19	31	)	)	PUNCT
cet-1681	19	32	.	.	PUNCT
cet-1681	20	1	2	2	X
cet-1681	20	2	.	.	X
cet-1681	20	3	materials	material	NOUN
cet-1681	20	4	and	and	CCONJ
cet-1681	20	5	methodology	methodology	NOUN
cet-1681	20	6	2.1	2.1	NUM
cet-1681	20	7	materials	material	NOUN
cet-1681	20	8	the	the	DET
cet-1681	20	9	grasses	grass	NOUN
cet-1681	20	10	as	as	SCONJ
cet-1681	20	11	shown	show	VERB
cet-1681	20	12	in	in	ADP
cet-1681	20	13	figure	figure	NOUN
cet-1681	20	14	1	1	NUM
cet-1681	20	15	(	(	PUNCT
cet-1681	20	16	chloris	chloris	PROPN
cet-1681	20	17	barbata	barbata	NOUN
cet-1681	20	18	)	)	PUNCT
cet-1681	20	19	and	and	CCONJ
cet-1681	20	20	figure	figure	VERB
cet-1681	20	21	2	2	NUM
cet-1681	20	22	(	(	PUNCT
cet-1681	20	23	ischaemum	ischaemum	ADJ
cet-1681	20	24	pilosum	pilosum	NOUN
cet-1681	20	25	)	)	PUNCT
cet-1681	20	26	were	be	AUX
cet-1681	20	27	harvested	harvest	VERB
cet-1681	20	28	near	near	ADP
cet-1681	20	29	building	build	VERB
cet-1681	20	30	40	40	NUM
cet-1681	20	31	,	,	PUNCT
cet-1681	20	32	campus	campus	NOUN
cet-1681	20	33	of	of	ADP
cet-1681	20	34	dagon	dagon	PROPN
cet-1681	20	35	university	university	PROPN
cet-1681	20	36	(	(	PUNCT
cet-1681	20	37	du	du	PROPN
cet-1681	20	38	)	)	PUNCT
cet-1681	20	39	.	.	PUNCT
cet-1681	21	1	sulphuric	sulphuric	PROPN
cet-1681	21	2	acid	acid	PROPN
cet-1681	21	3	(	(	PUNCT
cet-1681	21	4	sp	sp	NOUN
cet-1681	21	5	-	-	PUNCT
cet-1681	21	6	gr	gr	NOUN
cet-1681	21	7	1.84	1.84	NUM
cet-1681	21	8	,	,	PUNCT
cet-1681	21	9	analar	analar	ADJ
cet-1681	21	10	grade	grade	NOUN
cet-1681	21	11	)	)	PUNCT
cet-1681	21	12	(	(	PUNCT
cet-1681	21	13	nice	nice	ADJ
cet-1681	21	14	chemicals	chemical	NOUN
cet-1681	21	15	private	private	ADJ
cet-1681	21	16	,	,	PUNCT
cet-1681	21	17	india	india	PROPN
cet-1681	21	18	)	)	PUNCT
cet-1681	21	19	and	and	CCONJ
cet-1681	21	20	saccharomyces	saccharomyce	NOUN
cet-1681	21	21	cerevisiae	cerevisiae	NOUN
cet-1681	21	22	—	—	PUNCT
cet-1681	21	23	baker	baker	PROPN
cet-1681	21	24	’s	’s	PART
cet-1681	21	25	yeast-(la	yeast-(la	PROPN
cet-1681	21	26	—	—	PUNCT
cet-1681	21	27	saf	saf	PROPN
cet-1681	21	28	instant	instant	PROPN
cet-1681	21	29	,	,	PUNCT
cet-1681	21	30	france	france	PROPN
cet-1681	21	31	)	)	PUNCT
cet-1681	21	32	were	be	AUX
cet-1681	21	33	purchased	purchase	VERB
cet-1681	21	34	from	from	ADP
cet-1681	21	35	kemiko	kemiko	NOUN
cet-1681	21	36	(	(	PUNCT
cet-1681	21	37	cosmetic	cosmetic	ADJ
cet-1681	21	38	and	and	CCONJ
cet-1681	21	39	chemical	chemical	NOUN
cet-1681	21	40	dealers	dealer	NOUN
cet-1681	21	41	)	)	PUNCT
cet-1681	21	42	,	,	PUNCT
cet-1681	22	1	28th	28th	ADJ
cet-1681	22	2	street	street	NOUN
cet-1681	22	3	,	,	PUNCT
cet-1681	22	4	pabedan	pabedan	PROPN
cet-1681	22	5	township	township	PROPN
cet-1681	22	6	,	,	PUNCT
cet-1681	22	7	yangon	yangon	PROPN
cet-1681	22	8	.	.	PUNCT
cet-1681	22	9	doi	doi	PROPN
cet-1681	22	10	:	:	PUNCT
cet-1681	22	11	10.3303	10.3303	NUM
cet-1681	22	12	/	/	SYM
cet-1681	22	13	cet1756270	cet1756270	NOUN
cet-1681	22	14	please	please	INTJ
cet-1681	22	15	cite	cite	VERB
cet-1681	22	16	this	this	DET
cet-1681	22	17	article	article	NOUN
cet-1681	22	18	as	as	ADP
cet-1681	22	19	:	:	PUNCT
cet-1681	22	20	than	than	ADP
cet-1681	22	21	s.s	s.s	PROPN
cet-1681	22	22	.	.	PROPN
cet-1681	22	23	,	,	PUNCT
cet-1681	22	24	2017	2017	NUM
cet-1681	22	25	,	,	PUNCT
cet-1681	22	26	optimization	optimization	NOUN
cet-1681	22	27	of	of	ADP
cet-1681	22	28	acid	acid	NOUN
cet-1681	22	29	hydrolysis	hydrolysis	NOUN
cet-1681	22	30	of	of	ADP
cet-1681	22	31	grasses	grass	NOUN
cet-1681	22	32	using	use	VERB
cet-1681	22	33	response	response	NOUN
cet-1681	22	34	surface	surface	NOUN
cet-1681	22	35	methodology	methodology	NOUN
cet-1681	22	36	for	for	ADP
cet-1681	22	37	the	the	DET
cet-1681	22	38	preparation	preparation	NOUN
cet-1681	22	39	of	of	ADP
cet-1681	22	40	bioethanol	bioethanol	NOUN
cet-1681	22	41	,	,	PUNCT
cet-1681	22	42	chemical	chemical	ADJ
cet-1681	22	43	engineering	engineering	NOUN
cet-1681	22	44	transactions	transaction	NOUN
cet-1681	22	45	,	,	PUNCT
cet-1681	22	46	56	56	NUM
cet-1681	22	47	,	,	PUNCT
cet-1681	22	48	1615	1615	NUM
cet-1681	22	49	-	-	SYM
cet-1681	22	50	1620	1620	NUM
cet-1681	22	51	doi:10.3303	doi:10.3303	NOUN
cet-1681	22	52	/	/	SYM
cet-1681	22	53	cet1756270	cet1756270	NOUN
cet-1681	22	54	1615	1615	NUM
cet-1681	22	55	figure	figure	NOUN
cet-1681	22	56	1	1	NUM
cet-1681	22	57	:	:	PUNCT
cet-1681	22	58	grass	grass	NOUN
cet-1681	22	59	(	(	PUNCT
cet-1681	22	60	chloris	chloris	PROPN
cet-1681	22	61	barbata	barbata	PROPN
cet-1681	22	62	sw	sw	PROPN
cet-1681	22	63	.	.	PUNCT
cet-1681	22	64	)	)	PUNCT
cet-1681	23	1	figure	figure	VERB
cet-1681	23	2	2	2	NUM
cet-1681	23	3	:	:	PUNCT
cet-1681	23	4	grass	grass	NOUN
cet-1681	23	5	(	(	PUNCT
cet-1681	23	6	ischaemum	ischaemum	PROPN
cet-1681	23	7	pilosum	pilosum	PROPN
cet-1681	23	8	klein	klein	PROPN
cet-1681	23	9	ex	ex	PROPN
cet-1681	23	10	willd	willd	PROPN
cet-1681	23	11	.	.	PUNCT
cet-1681	23	12	)	)	PUNCT
cet-1681	24	1	2.2	2.2	NUM
cet-1681	24	2	methodology	methodology	NOUN
cet-1681	24	3	crushed	crush	VERB
cet-1681	24	4	fresh	fresh	ADJ
cet-1681	24	5	stems	stem	NOUN
cet-1681	24	6	of	of	ADP
cet-1681	24	7	grasses	grass	NOUN
cet-1681	24	8	,	,	PUNCT
cet-1681	24	9	30	30	NUM
cet-1681	24	10	g	g	NOUN
cet-1681	24	11	was	be	AUX
cet-1681	24	12	weighed	weigh	VERB
cet-1681	24	13	and	and	CCONJ
cet-1681	24	14	pre	pre	VERB
cet-1681	24	15	-	-	VERB
cet-1681	24	16	treated	treat	VERB
cet-1681	24	17	with	with	ADP
cet-1681	24	18	125	125	NUM
cet-1681	24	19	ml	ml	NOUN
cet-1681	24	20	of	of	ADP
cet-1681	24	21	liquid	liquid	ADJ
cet-1681	24	22	hot	hot	ADJ
cet-1681	24	23	water	water	NOUN
cet-1681	24	24	(	(	PUNCT
cet-1681	24	25	lhw	lhw	NOUN
cet-1681	24	26	)	)	PUNCT
cet-1681	24	27	at	at	ADP
cet-1681	24	28	100	100	NUM
cet-1681	24	29	°	°	ADP
cet-1681	24	30	c	c	NOUN
cet-1681	24	31	for	for	ADP
cet-1681	24	32	10	10	NUM
cet-1681	24	33	min	min	NOUN
cet-1681	24	34	.	.	PROPN
cet-1681	24	35	acid	acid	NOUN
cet-1681	24	36	hydrolysis	hydrolysis	NOUN
cet-1681	24	37	was	be	AUX
cet-1681	24	38	then	then	ADV
cet-1681	24	39	carried	carry	VERB
cet-1681	24	40	out	out	ADP
cet-1681	24	41	with	with	ADP
cet-1681	24	42	the	the	DET
cet-1681	24	43	acid	acid	ADJ
cet-1681	24	44	concentration	concentration	NOUN
cet-1681	24	45	of	of	ADP
cet-1681	24	46	4.7	4.7	NUM
cet-1681	24	47	vol%	vol%	NOUN
cet-1681	24	48	,	,	PUNCT
cet-1681	24	49	acid	acid	NOUN
cet-1681	24	50	volume	volume	NOUN
cet-1681	24	51	of	of	ADP
cet-1681	24	52	125	125	NUM
cet-1681	24	53	ml	ml	NOUN
cet-1681	24	54	and	and	CCONJ
cet-1681	24	55	hydrolysing	hydrolyse	VERB
cet-1681	24	56	time	time	NOUN
cet-1681	24	57	of	of	ADP
cet-1681	24	58	111	111	NUM
cet-1681	24	59	min	min	NOUN
cet-1681	24	60	at	at	ADP
cet-1681	24	61	100	100	NUM
cet-1681	24	62	°	°	ADP
cet-1681	24	63	c	c	NOUN
cet-1681	24	64	in	in	ADP
cet-1681	24	65	a	a	DET
cet-1681	24	66	reflux	reflux	NOUN
cet-1681	24	67	condenser	condenser	NOUN
cet-1681	24	68	.	.	PUNCT
cet-1681	25	1	the	the	DET
cet-1681	25	2	hydrolysate	hydrolysate	NOUN
cet-1681	25	3	was	be	AUX
cet-1681	25	4	neutralised	neutralise	VERB
cet-1681	25	5	with	with	ADP
cet-1681	25	6	0.1	0.1	NUM
cet-1681	25	7	n	n	NOUN
cet-1681	25	8	naoh	naoh	NOUN
cet-1681	25	9	solution	solution	NOUN
cet-1681	25	10	and	and	CCONJ
cet-1681	25	11	its	its	PRON
cet-1681	25	12	ph	ph	NOUN
cet-1681	25	13	was	be	AUX
cet-1681	25	14	adjusted	adjust	VERB
cet-1681	25	15	to	to	ADP
cet-1681	25	16	5.6	5.6	NUM
cet-1681	25	17	.	.	PUNCT
cet-1681	26	1	after	after	ADP
cet-1681	26	2	filtration	filtration	NOUN
cet-1681	26	3	,	,	PUNCT
cet-1681	26	4	the	the	DET
cet-1681	26	5	sugar	sugar	NOUN
cet-1681	26	6	solution	solution	NOUN
cet-1681	26	7	was	be	AUX
cet-1681	26	8	cooled	cool	VERB
cet-1681	26	9	to	to	ADP
cet-1681	26	10	32	32	NUM
cet-1681	26	11	°	°	NOUN
cet-1681	26	12	c	c	NOUN
cet-1681	26	13	and	and	CCONJ
cet-1681	26	14	inoculated	inoculate	VERB
cet-1681	26	15	with	with	ADP
cet-1681	26	16	yeast	yeast	NOUN
cet-1681	26	17	—	—	PUNCT
cet-1681	26	18	saccharomyces	saccharomyce	NOUN
cet-1681	26	19	cerevisiae	cerevisiae	NOUN
cet-1681	26	20	for	for	ADP
cet-1681	26	21	threeday	threeday	NOUN
cet-1681	26	22	fermentation	fermentation	NOUN
cet-1681	26	23	period	period	NOUN
cet-1681	26	24	under	under	ADP
cet-1681	26	25	anaerobic	anaerobic	ADJ
cet-1681	26	26	condition	condition	NOUN
cet-1681	26	27	.	.	PUNCT
cet-1681	27	1	finally	finally	ADV
cet-1681	27	2	,	,	PUNCT
cet-1681	27	3	the	the	DET
cet-1681	27	4	ethanol	ethanol	NOUN
cet-1681	27	5	was	be	AUX
cet-1681	27	6	separated	separate	VERB
cet-1681	27	7	by	by	ADP
cet-1681	27	8	distillation	distillation	NOUN
cet-1681	27	9	.	.	PUNCT
cet-1681	28	1	the	the	DET
cet-1681	28	2	alcohol	alcohol	NOUN
cet-1681	28	3	strength	strength	NOUN
cet-1681	28	4	of	of	ADP
cet-1681	28	5	ethanol	ethanol	NOUN
cet-1681	28	6	was	be	AUX
cet-1681	28	7	measured	measure	VERB
cet-1681	28	8	by	by	ADP
cet-1681	28	9	distillation	distillation	NOUN
cet-1681	28	10	method	method	NOUN
cet-1681	28	11	.	.	PUNCT
cet-1681	29	1	ethanol	ethanol	NOUN
cet-1681	29	2	content	content	NOUN
cet-1681	29	3	by	by	ADP
cet-1681	29	4	volume	volume	NOUN
cet-1681	29	5	from	from	ADP
cet-1681	29	6	specific	specific	ADJ
cet-1681	29	7	gravity	gravity	NOUN
cet-1681	29	8	at	at	ADP
cet-1681	29	9	20	20	NUM
cet-1681	29	10	c	c	NUM
cet-1681	29	11	was	be	AUX
cet-1681	29	12	read	read	VERB
cet-1681	29	13	from	from	ADP
cet-1681	29	14	the	the	DET
cet-1681	29	15	table	table	NOUN
cet-1681	29	16	that	that	PRON
cet-1681	29	17	tabulates	tabulate	VERB
cet-1681	29	18	the	the	DET
cet-1681	29	19	ethanol	ethanol	NOUN
cet-1681	29	20	by	by	ADP
cet-1681	29	21	volume	volume	NOUN
cet-1681	29	22	at	at	ADP
cet-1681	29	23	15.56	15.56	NUM
cet-1681	29	24	c	c	VERB
cet-1681	29	25	from	from	ADP
cet-1681	29	26	apparent	apparent	ADJ
cet-1681	29	27	specific	specific	ADJ
cet-1681	29	28	gravity	gravity	NOUN
cet-1681	29	29	at	at	ADP
cet-1681	29	30	20	20	NUM
cet-1681	29	31	c	c	NUM
cet-1681	29	32	(	(	PUNCT
cet-1681	29	33	lees	lee	NOUN
cet-1681	29	34	,	,	PUNCT
cet-1681	29	35	1975	1975	NUM
cet-1681	29	36	)	)	PUNCT
cet-1681	29	37	.	.	PUNCT
cet-1681	30	1	2.3	2.3	NUM
cet-1681	30	2	optimisation	optimisation	NOUN
cet-1681	30	3	of	of	ADP
cet-1681	30	4	process	process	NOUN
cet-1681	30	5	variables	variable	NOUN
cet-1681	30	6	by	by	ADP
cet-1681	30	7	rsm	rsm	PROPN
cet-1681	30	8	the	the	DET
cet-1681	30	9	process	process	NOUN
cet-1681	30	10	variables	variable	NOUN
cet-1681	30	11	such	such	ADJ
cet-1681	30	12	as	as	ADP
cet-1681	30	13	acid	acid	NOUN
cet-1681	30	14	concentration	concentration	NOUN
cet-1681	30	15	,	,	PUNCT
cet-1681	30	16	acid	acid	NOUN
cet-1681	30	17	volume	volume	NOUN
cet-1681	30	18	and	and	CCONJ
cet-1681	30	19	hydrolysing	hydrolyse	VERB
cet-1681	30	20	time	time	NOUN
cet-1681	30	21	which	which	PRON
cet-1681	30	22	influenced	influence	VERB
cet-1681	30	23	the	the	DET
cet-1681	30	24	yield	yield	NOUN
cet-1681	30	25	of	of	ADP
cet-1681	30	26	fermentable	fermentable	ADJ
cet-1681	30	27	sugar	sugar	NOUN
cet-1681	30	28	were	be	AUX
cet-1681	30	29	optimised	optimise	VERB
cet-1681	30	30	by	by	ADP
cet-1681	30	31	using	use	VERB
cet-1681	30	32	rsm	rsm	PROPN
cet-1681	30	33	.	.	PROPN
cet-1681	30	34	table	table	NOUN
cet-1681	30	35	1	1	NUM
cet-1681	30	36	presents	present	VERB
cet-1681	30	37	the	the	DET
cet-1681	30	38	level	level	NOUN
cet-1681	30	39	of	of	ADP
cet-1681	30	40	process	process	NOUN
cet-1681	30	41	variables	variable	NOUN
cet-1681	30	42	chosen	choose	VERB
cet-1681	30	43	.	.	PUNCT
cet-1681	31	1	the	the	DET
cet-1681	31	2	low	low	ADJ
cet-1681	31	3	and	and	CCONJ
cet-1681	31	4	high	high	ADJ
cet-1681	31	5	values	value	NOUN
cet-1681	31	6	were	be	AUX
cet-1681	31	7	chosen	choose	VERB
cet-1681	31	8	based	base	VERB
cet-1681	31	9	on	on	ADP
cet-1681	31	10	the	the	DET
cet-1681	31	11	previous	previous	ADJ
cet-1681	31	12	experiment	experiment	NOUN
cet-1681	31	13	of	of	ADP
cet-1681	31	14	cellulytic	cellulytic	ADJ
cet-1681	31	15	process	process	NOUN
cet-1681	31	16	of	of	ADP
cet-1681	31	17	grass	grass	NOUN
cet-1681	31	18	in	in	ADP
cet-1681	31	19	which	which	PRON
cet-1681	31	20	the	the	DET
cet-1681	31	21	maximum	maximum	ADJ
cet-1681	31	22	yield	yield	NOUN
cet-1681	31	23	of	of	ADP
cet-1681	31	24	fermentable	fermentable	ADJ
cet-1681	31	25	sugar	sugar	NOUN
cet-1681	31	26	was	be	AUX
cet-1681	31	27	55	55	NUM
cet-1681	31	28	mg	mg	PROPN
cet-1681	31	29	/	/	SYM
cet-1681	31	30	g	g	NOUN
cet-1681	31	31	at	at	ADP
cet-1681	31	32	the	the	DET
cet-1681	31	33	acid	acid	NOUN
cet-1681	31	34	concentration	concentration	NOUN
cet-1681	31	35	of	of	ADP
cet-1681	31	36	3.4	3.4	NUM
cet-1681	31	37	vol%	vol%	NOUN
cet-1681	31	38	,	,	PUNCT
cet-1681	31	39	acid	acid	NOUN
cet-1681	31	40	volume	volume	NOUN
cet-1681	31	41	of	of	ADP
cet-1681	31	42	135	135	NUM
cet-1681	31	43	ml	ml	X
cet-1681	31	44	and	and	CCONJ
cet-1681	31	45	hydrolysing	hydrolyse	VERB
cet-1681	31	46	time	time	NOUN
cet-1681	31	47	of	of	ADP
cet-1681	31	48	86	86	NUM
cet-1681	31	49	min	min	NOUN
cet-1681	31	50	for	for	ADP
cet-1681	31	51	30	30	NUM
cet-1681	31	52	g	g	NOUN
cet-1681	31	53	of	of	ADP
cet-1681	31	54	freshly	freshly	ADV
cet-1681	31	55	crushed	crush	VERB
cet-1681	31	56	stems	stem	NOUN
cet-1681	31	57	of	of	ADP
cet-1681	31	58	grasses	grass	NOUN
cet-1681	31	59	.	.	PUNCT
cet-1681	32	1	for	for	ADP
cet-1681	32	2	fitting	fit	VERB
cet-1681	32	3	a	a	DET
cet-1681	32	4	second	second	ADJ
cet-1681	32	5	–	–	PUNCT
cet-1681	32	6	order	order	NOUN
cet-1681	32	7	model	model	NOUN
cet-1681	32	8	central	central	ADJ
cet-1681	32	9	composite	composite	ADJ
cet-1681	32	10	design	design	NOUN
cet-1681	32	11	was	be	AUX
cet-1681	32	12	used	use	VERB
cet-1681	32	13	for	for	ADP
cet-1681	32	14	acid	acid	NOUN
cet-1681	32	15	hydrolysis	hydrolysis	NOUN
cet-1681	32	16	of	of	ADP
cet-1681	32	17	grasses	grass	NOUN
cet-1681	32	18	.	.	PUNCT
cet-1681	33	1	the	the	DET
cet-1681	33	2	design	design	NOUN
cet-1681	33	3	allowed	allow	VERB
cet-1681	33	4	a	a	DET
cet-1681	33	5	minimal	minimal	ADJ
cet-1681	33	6	number	number	NOUN
cet-1681	33	7	of	of	ADP
cet-1681	33	8	experimental	experimental	ADJ
cet-1681	33	9	runs	run	NOUN
cet-1681	33	10	,	,	PUNCT
cet-1681	33	11	17	17	NUM
cet-1681	33	12	runs	run	NOUN
cet-1681	33	13	(	(	PUNCT
cet-1681	33	14	montgomery	montgomery	NOUN
cet-1681	33	15	,	,	PUNCT
cet-1681	33	16	2001	2001	NUM
cet-1681	33	17	)	)	PUNCT
cet-1681	33	18	.	.	PUNCT
cet-1681	34	1	the	the	DET
cet-1681	34	2	analysis	analysis	NOUN
cet-1681	34	3	of	of	ADP
cet-1681	34	4	variance	variance	NOUN
cet-1681	34	5	(	(	PUNCT
cet-1681	34	6	anova	anova	PROPN
cet-1681	34	7	)	)	PUNCT
cet-1681	34	8	and	and	CCONJ
cet-1681	34	9	regression	regression	VERB
cet-1681	34	10	analysis	analysis	NOUN
cet-1681	34	11	were	be	AUX
cet-1681	34	12	performed	perform	VERB
cet-1681	34	13	with	with	ADP
cet-1681	34	14	the	the	DET
cet-1681	34	15	aid	aid	NOUN
cet-1681	34	16	of	of	ADP
cet-1681	34	17	design	design	NOUN
cet-1681	34	18	expert	expert	NOUN
cet-1681	34	19	7	7	NUM
cet-1681	34	20	software	software	NOUN
cet-1681	34	21	(	(	PUNCT
cet-1681	34	22	stat	stat	NOUN
cet-1681	34	23	-	-	PUNCT
cet-1681	34	24	ease	ease	PROPN
cet-1681	34	25	inc	inc	PROPN
cet-1681	34	26	.	.	PROPN
cet-1681	34	27	,	,	PUNCT
cet-1681	34	28	2007	2007	NUM
cet-1681	34	29	)	)	PUNCT
cet-1681	34	30	.	.	PUNCT
cet-1681	35	1	table	table	NOUN
cet-1681	35	2	1	1	NUM
cet-1681	35	3	:	:	PUNCT
cet-1681	35	4	level	level	NOUN
cet-1681	35	5	of	of	ADP
cet-1681	35	6	variables	variable	NOUN
cet-1681	35	7	chosen	choose	VERB
cet-1681	35	8	variables	variable	NOUN
cet-1681	35	9	level	level	NOUN
cet-1681	35	10	chosen	choose	VERB
cet-1681	35	11	low	low	ADJ
cet-1681	35	12	high	high	ADJ
cet-1681	35	13	acid	acid	NOUN
cet-1681	35	14	concentration	concentration	NOUN
cet-1681	35	15	(	(	PUNCT
cet-1681	35	16	vol%	vol%	NOUN
cet-1681	35	17	)	)	PUNCT
cet-1681	35	18	1.4	1.4	NUM
cet-1681	35	19	5.4	5.4	NUM
cet-1681	35	20	acid	acid	NOUN
cet-1681	35	21	volume	volume	NOUN
cet-1681	35	22	(	(	PUNCT
cet-1681	35	23	ml	ml	NOUN
cet-1681	35	24	)	)	PUNCT
cet-1681	35	25	120	120	NUM
cet-1681	35	26	140	140	NUM
cet-1681	35	27	hydrolysing	hydrolysing	NOUN
cet-1681	35	28	time	time	NOUN
cet-1681	35	29	(	(	PUNCT
cet-1681	35	30	min	min	NOUN
cet-1681	35	31	)	)	PUNCT
cet-1681	35	32	80	80	NUM
cet-1681	35	33	120	120	NUM
cet-1681	35	34	1616	1616	NUM
cet-1681	35	35	3	3	NUM
cet-1681	35	36	.	.	NOUN
cet-1681	35	37	results	result	NOUN
cet-1681	35	38	and	and	CCONJ
cet-1681	35	39	discussion	discussion	VERB
cet-1681	35	40	the	the	DET
cet-1681	35	41	harvest	harvest	NOUN
cet-1681	35	42	period	period	NOUN
cet-1681	35	43	of	of	ADP
cet-1681	35	44	grasses	grass	NOUN
cet-1681	35	45	was	be	AUX
cet-1681	35	46	between	between	ADP
cet-1681	35	47	november	november	PROPN
cet-1681	35	48	2013	2013	NUM
cet-1681	35	49	and	and	CCONJ
cet-1681	35	50	february	february	PROPN
cet-1681	35	51	2014	2014	NUM
cet-1681	35	52	,	,	PUNCT
cet-1681	35	53	with	with	ADP
cet-1681	35	54	lignin	lignin	ADJ
cet-1681	35	55	contents	content	NOUN
cet-1681	35	56	of	of	ADP
cet-1681	35	57	12.76	12.76	NUM
cet-1681	35	58			PROPN
cet-1681	35	59	0.20	0.20	NUM
cet-1681	35	60	and	and	CCONJ
cet-1681	35	61	13.06	13.06	NUM
cet-1681	35	62			PROPN
cet-1681	35	63	0.27	0.27	NUM
cet-1681	35	64	for	for	ADP
cet-1681	35	65	grasses	grass	NOUN
cet-1681	35	66	(	(	PUNCT
cet-1681	35	67	chloris	chloris	PROPN
cet-1681	35	68	barbata	barbata	NOUN
cet-1681	35	69	and	and	CCONJ
cet-1681	35	70	ischaemum	ischaemum	ADJ
cet-1681	35	71	pilosum	pilosum	NOUN
cet-1681	35	72	)	)	PUNCT
cet-1681	35	73	.	.	PUNCT
cet-1681	36	1	lignin	lignin	PROPN
cet-1681	36	2	content	content	NOUN
cet-1681	36	3	was	be	AUX
cet-1681	36	4	determined	determine	VERB
cet-1681	36	5	by	by	ADP
cet-1681	36	6	using	use	VERB
cet-1681	36	7	72	72	NUM
cet-1681	36	8	%	%	NOUN
cet-1681	36	9	sulfuric	sulfuric	NOUN
cet-1681	36	10	acid	acid	NOUN
cet-1681	36	11	method	method	NOUN
cet-1681	36	12	.	.	PUNCT
cet-1681	37	1	as	as	SCONJ
cet-1681	37	2	stated	state	VERB
cet-1681	37	3	by	by	ADP
cet-1681	37	4	brodeur	brodeur	PROPN
cet-1681	37	5	(	(	PUNCT
cet-1681	37	6	2011	2011	NUM
cet-1681	37	7	)	)	PUNCT
cet-1681	37	8	,	,	PUNCT
cet-1681	37	9	cellulosic	cellulosic	NOUN
cet-1681	37	10	materials	material	NOUN
cet-1681	37	11	,	,	PUNCT
cet-1681	37	12	especially	especially	ADV
cet-1681	37	13	grasses	grass	NOUN
cet-1681	37	14	usually	usually	ADV
cet-1681	37	15	comprise	comprise	VERB
cet-1681	37	16	10	10	NUM
cet-1681	37	17	30	30	NUM
cet-1681	37	18	%	%	NOUN
cet-1681	37	19	of	of	ADP
cet-1681	37	20	lignin	lignin	NOUN
cet-1681	37	21	which	which	PRON
cet-1681	37	22	has	have	VERB
cet-1681	37	23	no	no	DET
cet-1681	37	24	sugars	sugar	NOUN
cet-1681	37	25	and	and	CCONJ
cet-1681	37	26	lignin	lignin	NOUN
cet-1681	37	27	entraps	entrap	VERB
cet-1681	37	28	cellulose	cellulose	NOUN
cet-1681	37	29	and	and	CCONJ
cet-1681	37	30	hemicelluloses	hemicellulose	VERB
cet-1681	37	31	molecules	molecule	NOUN
cet-1681	37	32	.	.	PUNCT
cet-1681	38	1	chemically	chemically	ADV
cet-1681	38	2	,	,	PUNCT
cet-1681	38	3	lignin	lignin	PROPN
cet-1681	38	4	is	be	AUX
cet-1681	38	5	an	an	DET
cet-1681	38	6	irregular	irregular	ADJ
cet-1681	38	7	polyphenyl	polyphenyl	NOUN
cet-1681	38	8	polymer	polymer	NOUN
cet-1681	38	9	constructed	construct	VERB
cet-1681	38	10	of	of	ADP
cet-1681	38	11	phenylpropanoid	phenylpropanoid	ADJ
cet-1681	38	12	monomers	monomer	NOUN
cet-1681	38	13	with	with	ADP
cet-1681	38	14	various	various	ADJ
cet-1681	38	15	degree	degree	NOUN
cet-1681	38	16	of	of	ADP
cet-1681	38	17	methoxylation	methoxylation	NOUN
cet-1681	38	18	.	.	PUNCT
cet-1681	39	1	deposition	deposition	NOUN
cet-1681	39	2	of	of	ADP
cet-1681	39	3	lignin	lignin	NOUN
cet-1681	39	4	in	in	ADP
cet-1681	39	5	cellulosic	cellulosic	NOUN
cet-1681	39	6	material	material	NOUN
cet-1681	39	7	is	be	AUX
cet-1681	39	8	necessary	necessary	ADJ
cet-1681	39	9	in	in	ADP
cet-1681	39	10	order	order	NOUN
cet-1681	39	11	to	to	PART
cet-1681	39	12	soften	soften	VERB
cet-1681	39	13	the	the	DET
cet-1681	39	14	biomass	biomass	NOUN
cet-1681	39	15	as	as	ADV
cet-1681	39	16	well	well	ADV
cet-1681	39	17	as	as	ADP
cet-1681	39	18	to	to	PART
cet-1681	39	19	cleave	cleave	VERB
cet-1681	39	20	the	the	DET
cet-1681	39	21	biomass	biomass	NOUN
cet-1681	39	22	.	.	PUNCT
cet-1681	40	1	pretreatment	pretreatment	NOUN
cet-1681	40	2	of	of	ADP
cet-1681	40	3	crushed	crush	VERB
cet-1681	40	4	grasses	grass	NOUN
cet-1681	40	5	by	by	ADP
cet-1681	40	6	using	use	VERB
cet-1681	40	7	liquid	liquid	ADJ
cet-1681	40	8	hot	hot	ADJ
cet-1681	40	9	water	water	NOUN
cet-1681	40	10	(	(	PUNCT
cet-1681	40	11	lhw	lhw	PROPN
cet-1681	40	12	)	)	PUNCT
cet-1681	40	13	was	be	AUX
cet-1681	40	14	therefore	therefore	ADV
cet-1681	40	15	carried	carry	VERB
cet-1681	40	16	out	out	ADP
cet-1681	40	17	at	at	ADP
cet-1681	40	18	100	100	NUM
cet-1681	40	19	c	c	NOUN
cet-1681	40	20	before	before	ADP
cet-1681	40	21	cellulose	cellulose	NOUN
cet-1681	40	22	hydrolysis	hydrolysis	NOUN
cet-1681	40	23	for	for	ADP
cet-1681	40	24	its	its	PRON
cet-1681	40	25	porosity	porosity	NOUN
cet-1681	40	26	for	for	ADP
cet-1681	40	27	further	further	ADJ
cet-1681	40	28	acid	acid	NOUN
cet-1681	40	29	hydrolysis	hydrolysis	NOUN
cet-1681	40	30	.	.	PUNCT
cet-1681	41	1	sulfuric	sulfuric	PROPN
cet-1681	41	2	acid	acid	PROPN
cet-1681	41	3	was	be	AUX
cet-1681	41	4	used	use	VERB
cet-1681	41	5	in	in	ADP
cet-1681	41	6	cellulosic	cellulosic	NOUN
cet-1681	41	7	hydrolysis	hydrolysis	NOUN
cet-1681	41	8	.	.	PUNCT
cet-1681	42	1	cellulosic	cellulosic	NOUN
cet-1681	42	2	hydrolysis	hydrolysis	NOUN
cet-1681	42	3	of	of	ADP
cet-1681	42	4	17	17	NUM
cet-1681	42	5	experimental	experimental	ADJ
cet-1681	42	6	runs	run	NOUN
cet-1681	42	7	was	be	AUX
cet-1681	42	8	conducted	conduct	VERB
cet-1681	42	9	according	accord	VERB
cet-1681	42	10	to	to	ADP
cet-1681	42	11	the	the	DET
cet-1681	42	12	experimental	experimental	ADJ
cet-1681	42	13	design	design	NOUN
cet-1681	42	14	.	.	PUNCT
cet-1681	43	1	the	the	DET
cet-1681	43	2	suggested	suggested	ADJ
cet-1681	43	3	model	model	NOUN
cet-1681	43	4	is	be	AUX
cet-1681	43	5	shown	show	VERB
cet-1681	43	6	in	in	ADP
cet-1681	43	7	table	table	NOUN
cet-1681	43	8	2	2	NUM
cet-1681	43	9	and	and	CCONJ
cet-1681	43	10	the	the	DET
cet-1681	43	11	second	second	ADJ
cet-1681	43	12	-	-	PUNCT
cet-1681	43	13	order	order	NOUN
cet-1681	43	14	polynomial	polynomial	ADJ
cet-1681	43	15	quadratic	quadratic	ADJ
cet-1681	43	16	regression	regression	NOUN
cet-1681	43	17	equation	equation	NOUN
cet-1681	43	18	is	be	AUX
cet-1681	43	19	stated	state	VERB
cet-1681	43	20	in	in	ADP
cet-1681	43	21	eq(1	eq(1	NOUN
cet-1681	43	22	)	)	PUNCT
cet-1681	43	23	.	.	PUNCT
cet-1681	44	1	the	the	DET
cet-1681	44	2	anova	anova	PROPN
cet-1681	44	3	of	of	ADP
cet-1681	44	4	the	the	DET
cet-1681	44	5	regression	regression	NOUN
cet-1681	44	6	model	model	NOUN
cet-1681	44	7	(	(	PUNCT
cet-1681	44	8	table	table	NOUN
cet-1681	44	9	3	3	NUM
cet-1681	44	10	)	)	PUNCT
cet-1681	44	11	demonstrated	demonstrate	VERB
cet-1681	44	12	that	that	SCONJ
cet-1681	44	13	the	the	DET
cet-1681	44	14	model	model	NOUN
cet-1681	44	15	f	f	PROPN
cet-1681	44	16	value	value	NOUN
cet-1681	44	17	of	of	ADP
cet-1681	44	18	5.52	5.52	NUM
cet-1681	44	19	implied	imply	VERB
cet-1681	44	20	that	that	SCONJ
cet-1681	44	21	the	the	DET
cet-1681	44	22	model	model	NOUN
cet-1681	44	23	was	be	AUX
cet-1681	44	24	significant	significant	ADJ
cet-1681	44	25	because	because	SCONJ
cet-1681	44	26	mean	mean	ADJ
cet-1681	44	27	square	square	NOUN
cet-1681	44	28	of	of	ADP
cet-1681	44	29	the	the	DET
cet-1681	44	30	model	model	NOUN
cet-1681	44	31	as	as	ADP
cet-1681	44	32	regression	regression	NOUN
cet-1681	44	33	was	be	AUX
cet-1681	44	34	greater	great	ADJ
cet-1681	44	35	than	than	ADP
cet-1681	44	36	mean	mean	ADJ
cet-1681	44	37	square	square	NOUN
cet-1681	44	38	of	of	ADP
cet-1681	44	39	residual	residual	ADJ
cet-1681	44	40	.	.	PUNCT
cet-1681	45	1	it	it	PRON
cet-1681	45	2	was	be	AUX
cet-1681	45	3	greater	great	ADJ
cet-1681	45	4	than	than	ADP
cet-1681	45	5	f	f	PROPN
cet-1681	45	6	critical	critical	ADJ
cet-1681	45	7	value	value	NOUN
cet-1681	45	8	(	(	PUNCT
cet-1681	45	9	fcritical	fcritical	ADJ
cet-1681	45	10	or	or	CCONJ
cet-1681	45	11	f0.05,9,6	f0.05,9,6	PROPN
cet-1681	45	12	)	)	PUNCT
cet-1681	45	13	of	of	ADP
cet-1681	45	14	4.10	4.10	NUM
cet-1681	45	15	that	that	PRON
cet-1681	45	16	was	be	AUX
cet-1681	45	17	obtained	obtain	VERB
cet-1681	45	18	from	from	ADP
cet-1681	45	19	the	the	DET
cet-1681	45	20	f	f	NOUN
cet-1681	45	21	-	-	PUNCT
cet-1681	45	22	distribution	distribution	NOUN
cet-1681	45	23	table	table	NOUN
cet-1681	45	24	(	(	PUNCT
cet-1681	45	25	montgomery	montgomery	NOUN
cet-1681	45	26	,	,	PUNCT
cet-1681	45	27	2001	2001	NUM
cet-1681	45	28	)	)	PUNCT
cet-1681	45	29	.	.	PUNCT
cet-1681	46	1	there	there	PRON
cet-1681	46	2	was	be	VERB
cet-1681	46	3	only	only	ADV
cet-1681	46	4	a	a	DET
cet-1681	46	5	2.5	2.5	NUM
cet-1681	46	6	%	%	NOUN
cet-1681	46	7	chance	chance	NOUN
cet-1681	46	8	that	that	SCONJ
cet-1681	46	9	a	a	DET
cet-1681	46	10	large	large	ADJ
cet-1681	46	11	model	model	NOUN
cet-1681	46	12	f	f	PROPN
cet-1681	46	13	value	value	NOUN
cet-1681	46	14	could	could	AUX
cet-1681	46	15	occur	occur	VERB
cet-1681	46	16	due	due	ADJ
cet-1681	46	17	to	to	ADP
cet-1681	46	18	noise	noise	NOUN
cet-1681	46	19	.	.	PUNCT
cet-1681	47	1	by	by	ADP
cet-1681	47	2	solving	solve	VERB
cet-1681	47	3	eq(1	eq(1	NOUN
cet-1681	47	4	)	)	PUNCT
cet-1681	47	5	in	in	ADP
cet-1681	47	6	matrix	matrix	NOUN
cet-1681	47	7	notation	notation	NOUN
cet-1681	47	8	,	,	PUNCT
cet-1681	47	9	the	the	DET
cet-1681	47	10	estimated	estimate	VERB
cet-1681	47	11	values	value	NOUN
cet-1681	47	12	for	for	ADP
cet-1681	47	13	the	the	DET
cet-1681	47	14	optimum	optimum	ADJ
cet-1681	47	15	variables	variable	NOUN
cet-1681	47	16	were	be	AUX
cet-1681	47	17	4.7	4.7	NUM
cet-1681	47	18	%	%	NOUN
cet-1681	47	19	of	of	ADP
cet-1681	47	20	acid	acid	PROPN
cet-1681	47	21	concentration	concentration	NOUN
cet-1681	47	22	,	,	PUNCT
cet-1681	47	23	125	125	NUM
cet-1681	47	24	ml	ml	NOUN
cet-1681	47	25	of	of	ADP
cet-1681	47	26	acid	acid	NOUN
cet-1681	47	27	volume	volume	NOUN
cet-1681	47	28	and	and	CCONJ
cet-1681	47	29	111	111	NUM
cet-1681	47	30	min	min	NOUN
cet-1681	47	31	of	of	ADP
cet-1681	47	32	hydrolysing	hydrolyse	VERB
cet-1681	47	33	time	time	NOUN
cet-1681	47	34	for	for	ADP
cet-1681	47	35	97	97	NUM
cet-1681	47	36	mg	mg	PROPN
cet-1681	47	37	/	/	SYM
cet-1681	47	38	g	g	NOUN
cet-1681	47	39	of	of	ADP
cet-1681	47	40	the	the	DET
cet-1681	47	41	yield	yield	NOUN
cet-1681	47	42	of	of	ADP
cet-1681	47	43	fermentable	fermentable	ADJ
cet-1681	47	44	sugar	sugar	NOUN
cet-1681	47	45	over	over	ADP
cet-1681	47	46	30	30	NUM
cet-1681	47	47	g	g	NOUN
cet-1681	47	48	of	of	ADP
cet-1681	47	49	crushed	crushed	ADJ
cet-1681	47	50	fresh	fresh	ADJ
cet-1681	47	51	stems	stem	NOUN
cet-1681	47	52	of	of	ADP
cet-1681	47	53	grass	grass	NOUN
cet-1681	47	54	.	.	PUNCT
cet-1681	48	1	the	the	DET
cet-1681	48	2	3	3	NUM
cet-1681	48	3	-	-	PUNCT
cet-1681	48	4	d	d	NOUN
cet-1681	48	5	graphs	graph	NOUN
cet-1681	48	6	of	of	ADP
cet-1681	48	7	the	the	DET
cet-1681	48	8	regression	regression	NOUN
cet-1681	48	9	equation	equation	NOUN
cet-1681	48	10	called	call	VERB
cet-1681	48	11	the	the	DET
cet-1681	48	12	response	response	NOUN
cet-1681	48	13	surfaces	surface	NOUN
cet-1681	48	14	are	be	AUX
cet-1681	48	15	shown	show	VERB
cet-1681	48	16	in	in	ADP
cet-1681	48	17	figure	figure	NOUN
cet-1681	48	18	3	3	NUM
cet-1681	48	19	.	.	PUNCT
cet-1681	49	1	it	it	PRON
cet-1681	49	2	was	be	AUX
cet-1681	49	3	apparent	apparent	ADJ
cet-1681	49	4	that	that	SCONJ
cet-1681	49	5	the	the	DET
cet-1681	49	6	maximum	maximum	ADJ
cet-1681	49	7	yield	yield	NOUN
cet-1681	49	8	of	of	ADP
cet-1681	49	9	fermentable	fermentable	ADJ
cet-1681	49	10	sugar	sugar	NOUN
cet-1681	49	11	was	be	AUX
cet-1681	49	12	achieved	achieve	VERB
cet-1681	49	13	when	when	SCONJ
cet-1681	49	14	two	two	NUM
cet-1681	49	15	influencing	influence	VERB
cet-1681	49	16	factors	factor	NOUN
cet-1681	49	17	increased	increase	VERB
cet-1681	49	18	and	and	CCONJ
cet-1681	49	19	decreased	decrease	VERB
cet-1681	49	20	at	at	ADP
cet-1681	49	21	the	the	DET
cet-1681	49	22	same	same	ADJ
cet-1681	49	23	time	time	NOUN
cet-1681	49	24	.	.	PUNCT
cet-1681	50	1	cellulose	cellulose	NOUN
cet-1681	50	2	fraction	fraction	NOUN
cet-1681	50	3	may	may	AUX
cet-1681	50	4	be	be	AUX
cet-1681	50	5	hydrolysed	hydrolyse	VERB
cet-1681	50	6	with	with	ADP
cet-1681	50	7	increase	increase	NOUN
cet-1681	50	8	in	in	ADP
cet-1681	50	9	two	two	NUM
cet-1681	50	10	variables	variable	NOUN
cet-1681	50	11	and	and	CCONJ
cet-1681	50	12	converted	convert	VERB
cet-1681	50	13	into	into	ADP
cet-1681	50	14	the	the	DET
cet-1681	50	15	maximum	maximum	ADJ
cet-1681	50	16	yield	yield	NOUN
cet-1681	50	17	of	of	ADP
cet-1681	50	18	fermentable	fermentable	ADJ
cet-1681	50	19	sugar	sugar	NOUN
cet-1681	50	20	,	,	PUNCT
cet-1681	50	21	however	however	ADV
cet-1681	50	22	,	,	PUNCT
cet-1681	50	23	decreased	decrease	VERB
cet-1681	50	24	value	value	NOUN
cet-1681	50	25	of	of	ADP
cet-1681	50	26	fermentable	fermentable	ADJ
cet-1681	50	27	sugar	sugar	NOUN
cet-1681	50	28	could	could	AUX
cet-1681	50	29	be	be	AUX
cet-1681	50	30	obtained	obtain	VERB
cet-1681	50	31	by	by	ADP
cet-1681	50	32	larger	large	ADJ
cet-1681	50	33	values	value	NOUN
cet-1681	50	34	of	of	ADP
cet-1681	50	35	two	two	NUM
cet-1681	50	36	variables	variable	NOUN
cet-1681	50	37	.	.	PUNCT
cet-1681	51	1	aside	aside	ADV
cet-1681	51	2	from	from	ADP
cet-1681	51	3	fermentable	fermentable	ADJ
cet-1681	51	4	sugar	sugar	NOUN
cet-1681	51	5	,	,	PUNCT
cet-1681	51	6	undesired	undesired	ADJ
cet-1681	51	7	products	product	NOUN
cet-1681	51	8	such	such	ADJ
cet-1681	51	9	as	as	ADP
cet-1681	51	10	furfural	furfural	ADJ
cet-1681	51	11	and	and	CCONJ
cet-1681	51	12	hydroxymethyl	hydroxymethyl	PROPN
cet-1681	51	13	furfural	furfural	PROPN
cet-1681	51	14	may	may	AUX
cet-1681	51	15	be	be	AUX
cet-1681	51	16	found	find	VERB
cet-1681	51	17	during	during	ADP
cet-1681	51	18	acid	acid	NOUN
cet-1681	51	19	hydrolysis	hydrolysis	NOUN
cet-1681	51	20	according	accord	VERB
cet-1681	51	21	to	to	ADP
cet-1681	51	22	yang	yang	PROPN
cet-1681	51	23	and	and	CCONJ
cet-1681	51	24	wyman	wyman	PROPN
cet-1681	51	25	(	(	PUNCT
cet-1681	51	26	2009	2009	NUM
cet-1681	51	27	)	)	PUNCT
cet-1681	51	28	.	.	PUNCT
cet-1681	52	1	ŷ	ŷ	X
cet-1681	52	2	=	=	SYM
cet-1681	52	3	70.90	70.90	NUM
cet-1681	52	4	+	+	CCONJ
cet-1681	52	5	15.32	15.32	NUM
cet-1681	52	6	x1	x1	NUM
cet-1681	52	7	–	–	PUNCT
cet-1681	52	8	2.99	2.99	NUM
cet-1681	52	9	x2	x2	NOUN
cet-1681	53	1	+	+	CCONJ
cet-1681	53	2	7.03	7.03	NUM
cet-1681	53	3	x3	x3	ADJ
cet-1681	53	4	+	+	CCONJ
cet-1681	53	5	13	13	NUM
cet-1681	53	6	x12	x12	NUM
cet-1681	53	7	–	–	PUNCT
cet-1681	53	8	3.67	3.67	NUM
cet-1681	53	9	x22	x22	NUM
cet-1681	53	10	–	–	PUNCT
cet-1681	53	11	1.83	1.83	NUM
cet-1681	53	12	x32	x32	NOUN
cet-1681	53	13	+	+	CCONJ
cet-1681	53	14	3.83	3.83	NUM
cet-1681	53	15	x1	x1	NUM
cet-1681	53	16	x2	x2	PROPN
cet-1681	53	17	–	–	PUNCT
cet-1681	53	18	4.81	4.81	NUM
cet-1681	53	19	x1	x1	NUM
cet-1681	53	20	x3	x3	ADJ
cet-1681	53	21	–	–	PUNCT
cet-1681	53	22	2.78	2.78	NUM
cet-1681	53	23	x2	x2	NOUN
cet-1681	53	24	x3	x3	ADJ
cet-1681	53	25	(	(	PUNCT
cet-1681	53	26	1	1	NUM
cet-1681	53	27	)	)	PUNCT
cet-1681	53	28	table	table	NOUN
cet-1681	53	29	2	2	NUM
cet-1681	53	30	:	:	PUNCT
cet-1681	53	31	model	model	PROPN
cet-1681	53	32	summary	summary	PROPN
cet-1681	53	33	statistics	statistics	PROPN
cet-1681	53	34	source	source	PROPN
cet-1681	53	35	standard	standard	ADJ
cet-1681	53	36	deviation	deviation	NOUN
cet-1681	53	37	rsquared	rsquare	VERB
cet-1681	53	38	adjusted	adjust	VERB
cet-1681	53	39	r	r	NOUN
cet-1681	53	40	-	-	PUNCT
cet-1681	53	41	squared	square	VERB
cet-1681	53	42	predicted	predict	VERB
cet-1681	53	43	r	r	NOUN
cet-1681	53	44	-	-	PUNCT
cet-1681	53	45	squared	square	VERB
cet-1681	53	46	press	press	NOUN
cet-1681	53	47	linear	linear	PROPN
cet-1681	53	48	16.03	16.03	NUM
cet-1681	53	49	0.5650	0.5650	NUM
cet-1681	53	50	0.4563	0.4563	NUM
cet-1681	53	51	0.1740	0.1740	NUM
cet-1681	53	52	5,854.51	5,854.51	NUM
cet-1681	53	53	2fi	2fi	ADJ
cet-1681	53	54	17.38	17.38	NUM
cet-1681	53	55	0.6164	0.6164	NUM
cet-1681	54	1	0.3607	0.3607	NUM
cet-1681	54	2	-0.2021	-0.2021	ADJ
cet-1681	54	3	8,520.40	8,520.40	NUM
cet-1681	54	4	quadratic	quadratic	ADJ
cet-1681	54	5	11.28	11.28	NUM
cet-1681	54	6	0.8922	0.8922	NUM
cet-1681	54	7	0.7305	0.7305	NUM
cet-1681	54	8	0.3875	0.3875	NUM
cet-1681	54	9	4,340.99	4,340.99	NUM
cet-1681	54	10	suggested	suggest	VERB
cet-1681	54	11	cubic	cubic	ADJ
cet-1681	54	12	17.47	17.47	NUM
cet-1681	54	13	0.9139	0.9139	NUM
cet-1681	54	14	0.3542	0.3542	NUM
cet-1681	54	15	-116.6494	-116.6494	NUM
cet-1681	54	16	8.339	8.339	NUM
cet-1681	54	17	×	×	NOUN
cet-1681	54	18	105	105	NUM
cet-1681	54	19	aliased	aliase	VERB
cet-1681	54	20	table	table	NOUN
cet-1681	54	21	3	3	NUM
cet-1681	54	22	:	:	PUNCT
cet-1681	54	23	results	result	NOUN
cet-1681	54	24	of	of	ADP
cet-1681	54	25	anova	anova	PROPN
cet-1681	54	26	analysis	analysis	NOUN
cet-1681	54	27	df	df	PROPN
cet-1681	54	28	ss	ss	PROPN
cet-1681	54	29	ms	ms	PROPN
cet-1681	54	30	f	f	PROPN
cet-1681	54	31	significance	significance	NOUN
cet-1681	54	32	f	f	PROPN
cet-1681	54	33	regression	regression	VERB
cet-1681	54	34	9	9	NUM
cet-1681	54	35	6,323.78	6,323.78	NUM
cet-1681	54	36	702.64	702.64	NUM
cet-1681	54	37	5.52	5.52	NUM
cet-1681	54	38	0.025	0.025	NUM
cet-1681	54	39	residual	residual	ADJ
cet-1681	54	40	6	6	NUM
cet-1681	54	41	763.95	763.95	NUM
cet-1681	54	42	127.33	127.33	NUM
cet-1681	54	43	total	total	ADJ
cet-1681	54	44	15	15	NUM
cet-1681	54	45	7,179.78	7,179.78	NUM
cet-1681	54	46	anaerobic	anaerobic	ADJ
cet-1681	54	47	fermentation	fermentation	NOUN
cet-1681	54	48	of	of	ADP
cet-1681	54	49	sugar	sugar	NOUN
cet-1681	54	50	solution	solution	NOUN
cet-1681	54	51	using	use	VERB
cet-1681	54	52	yeast	yeast	NOUN
cet-1681	54	53	saccharomyces	saccharomyce	NOUN
cet-1681	54	54	cerevisiae	cerevisiae	NOUN
cet-1681	54	55	was	be	AUX
cet-1681	54	56	then	then	ADV
cet-1681	54	57	conducted	conduct	VERB
cet-1681	54	58	at	at	ADP
cet-1681	54	59	room	room	NOUN
cet-1681	54	60	temperature	temperature	NOUN
cet-1681	54	61	of	of	ADP
cet-1681	54	62	37	37	NUM
cet-1681	54	63	c	c	NUM
cet-1681	54	64	and	and	CCONJ
cet-1681	54	65	the	the	DET
cet-1681	54	66	fermentation	fermentation	NOUN
cet-1681	54	67	period	period	NOUN
cet-1681	54	68	was	be	AUX
cet-1681	54	69	limited	limit	VERB
cet-1681	54	70	for	for	ADP
cet-1681	54	71	three	three	NUM
cet-1681	54	72	days	day	NOUN
cet-1681	54	73	.	.	PUNCT
cet-1681	55	1	the	the	DET
cet-1681	55	2	ph	ph	NOUN
cet-1681	55	3	of	of	ADP
cet-1681	55	4	culture	culture	NOUN
cet-1681	55	5	medium	medium	NOUN
cet-1681	55	6	was	be	AUX
cet-1681	55	7	5.6	5.6	NUM
cet-1681	55	8	.	.	PUNCT
cet-1681	56	1	the	the	DET
cet-1681	56	2	effect	effect	NOUN
cet-1681	56	3	of	of	ADP
cet-1681	56	4	concentration	concentration	NOUN
cet-1681	56	5	of	of	ADP
cet-1681	56	6	yeast	yeast	NOUN
cet-1681	56	7	on	on	ADP
cet-1681	56	8	the	the	DET
cet-1681	56	9	yield	yield	NOUN
cet-1681	56	10	of	of	ADP
cet-1681	56	11	ethanol	ethanol	NOUN
cet-1681	56	12	was	be	AUX
cet-1681	56	13	observed	observe	VERB
cet-1681	56	14	by	by	ADP
cet-1681	56	15	varying	vary	VERB
cet-1681	56	16	amount	amount	NOUN
cet-1681	56	17	of	of	ADP
cet-1681	56	18	yeast	yeast	NOUN
cet-1681	56	19	of	of	ADP
cet-1681	56	20	2	2	NUM
cet-1681	56	21	g	g	NOUN
cet-1681	56	22	/	/	SYM
cet-1681	56	23	l	l	NOUN
cet-1681	56	24	,	,	PUNCT
cet-1681	56	25	3	3	NUM
cet-1681	56	26	g	g	NOUN
cet-1681	56	27	/	/	SYM
cet-1681	56	28	l	l	NOUN
cet-1681	56	29	,	,	PUNCT
cet-1681	56	30	4	4	NUM
cet-1681	56	31	g	g	NOUN
cet-1681	56	32	/	/	SYM
cet-1681	56	33	l	l	NOUN
cet-1681	56	34	,	,	PUNCT
cet-1681	56	35	5	5	NUM
cet-1681	56	36	g	g	NOUN
cet-1681	56	37	/	/	SYM
cet-1681	56	38	l	l	NOUN
cet-1681	56	39	and	and	CCONJ
cet-1681	56	40	6	6	NUM
cet-1681	56	41	g	g	NOUN
cet-1681	56	42	/	/	SYM
cet-1681	56	43	l.	l.	NOUN
cet-1681	56	44	from	from	ADP
cet-1681	56	45	table	table	NOUN
cet-1681	56	46	4	4	NUM
cet-1681	56	47	and	and	CCONJ
cet-1681	56	48	figure	figure	VERB
cet-1681	56	49	4	4	NUM
cet-1681	56	50	,	,	PUNCT
cet-1681	56	51	high	high	ADJ
cet-1681	56	52	yield	yield	NOUN
cet-1681	56	53	of	of	ADP
cet-1681	56	54	ethanol	ethanol	NOUN
cet-1681	57	1	24.88	24.88	NUM
cet-1681	57	2			PROPN
cet-1681	57	3	0.20	0.20	NUM
cet-1681	57	4	%	%	NOUN
cet-1681	57	5	by	by	ADP
cet-1681	57	6	volume	volume	NOUN
cet-1681	57	7	has	have	AUX
cet-1681	57	8	resulted	result	VERB
cet-1681	57	9	with	with	ADP
cet-1681	57	10	the	the	DET
cet-1681	57	11	yeast	yeast	NOUN
cet-1681	57	12	of	of	ADP
cet-1681	57	13	5	5	NUM
cet-1681	57	14	g	g	NOUN
cet-1681	57	15	/	/	SYM
cet-1681	57	16	l	l	NOUN
cet-1681	57	17	for	for	ADP
cet-1681	57	18	grass	grass	NOUN
cet-1681	57	19	(	(	PUNCT
cet-1681	57	20	chloris	chloris	PROPN
cet-1681	57	21	barbata	barbata	NOUN
cet-1681	57	22	)	)	PUNCT
cet-1681	57	23	,	,	PUNCT
cet-1681	57	24	while	while	SCONJ
cet-1681	57	25	6.01	6.01	NUM
cet-1681	57	26			PROPN
cet-1681	57	27	3.20	3.20	NUM
cet-1681	57	28	%	%	NOUN
cet-1681	57	29	ethanol	ethanol	NOUN
cet-1681	57	30	by	by	ADP
cet-1681	57	31	volume	volume	NOUN
cet-1681	57	32	was	be	AUX
cet-1681	57	33	obtained	obtain	VERB
cet-1681	57	34	for	for	ADP
cet-1681	57	35	grass	grass	NOUN
cet-1681	57	36	(	(	PUNCT
cet-1681	57	37	ischaemum	ischaemum	ADJ
cet-1681	57	38	pilosum	pilosum	NOUN
cet-1681	57	39	)	)	PUNCT
cet-1681	57	40	using	use	VERB
cet-1681	57	41	yeast	yeast	NOUN
cet-1681	57	42	of	of	ADP
cet-1681	57	43	4	4	NUM
cet-1681	57	44	g	g	NOUN
cet-1681	57	45	/	/	SYM
cet-1681	57	46	l	l	NOUN
cet-1681	57	47	with	with	ADP
cet-1681	57	48	the	the	DET
cet-1681	57	49	same	same	ADJ
cet-1681	57	50	reflux	reflux	NOUN
cet-1681	57	51	ratio	ratio	NOUN
cet-1681	57	52	of	of	ADP
cet-1681	57	53	1.01	1.01	NUM
cet-1681	57	54	.	.	PUNCT
cet-1681	58	1	1617	1617	NUM
cet-1681	58	2	figure	figure	NOUN
cet-1681	58	3	3	3	NUM
cet-1681	58	4	:	:	PUNCT
cet-1681	58	5	3	3	NUM
cet-1681	58	6	-	-	SYM
cet-1681	58	7	d	d	NOUN
cet-1681	58	8	graph	graph	NOUN
cet-1681	58	9	of	of	ADP
cet-1681	58	10	the	the	DET
cet-1681	58	11	effect	effect	NOUN
cet-1681	58	12	of	of	ADP
cet-1681	58	13	(	(	PUNCT
cet-1681	58	14	a	a	PRON
cet-1681	58	15	)	)	PUNCT
cet-1681	58	16	acid	acid	NOUN
cet-1681	58	17	concentration	concentration	NOUN
cet-1681	58	18	(	(	PUNCT
cet-1681	58	19	x1	x1	ADJ
cet-1681	58	20	)	)	PUNCT
cet-1681	58	21	and	and	CCONJ
cet-1681	58	22	acid	acid	NOUN
cet-1681	58	23	volume	volume	NOUN
cet-1681	58	24	(	(	PUNCT
cet-1681	58	25	x2	x2	PROPN
cet-1681	58	26	)	)	PUNCT
cet-1681	58	27	,	,	PUNCT
cet-1681	58	28	(	(	PUNCT
cet-1681	58	29	b	b	X
cet-1681	58	30	)	)	PUNCT
cet-1681	58	31	acid	acid	NOUN
cet-1681	58	32	volume	volume	NOUN
cet-1681	58	33	(	(	PUNCT
cet-1681	58	34	x2	x2	PROPN
cet-1681	58	35	)	)	PUNCT
cet-1681	58	36	and	and	CCONJ
cet-1681	58	37	hydrolysing	hydrolyse	VERB
cet-1681	58	38	time	time	NOUN
cet-1681	58	39	(	(	PUNCT
cet-1681	58	40	x3	x3	ADJ
cet-1681	58	41	)	)	PUNCT
cet-1681	58	42	,	,	PUNCT
cet-1681	58	43	and	and	CCONJ
cet-1681	58	44	(	(	PUNCT
cet-1681	58	45	c	c	X
cet-1681	58	46	)	)	PUNCT
cet-1681	58	47	acid	acid	NOUN
cet-1681	58	48	concentration	concentration	NOUN
cet-1681	58	49	(	(	PUNCT
cet-1681	58	50	x1	x1	PROPN
cet-1681	58	51	)	)	PUNCT
cet-1681	58	52	and	and	CCONJ
cet-1681	58	53	hydrolysing	hydrolyse	VERB
cet-1681	58	54	time	time	NOUN
cet-1681	58	55	(	(	PUNCT
cet-1681	58	56	x3	x3	ADJ
cet-1681	58	57	)	)	PUNCT
cet-1681	58	58	on	on	ADP
cet-1681	58	59	the	the	DET
cet-1681	58	60	yield	yield	NOUN
cet-1681	58	61	of	of	ADP
cet-1681	58	62	fermentable	fermentable	ADJ
cet-1681	58	63	sugar	sugar	NOUN
cet-1681	58	64	1618	1618	NUM
cet-1681	58	65	table	table	NOUN
cet-1681	58	66	4	4	NUM
cet-1681	58	67	:	:	PUNCT
cet-1681	58	68	data	datum	NOUN
cet-1681	58	69	sheet	sheet	NOUN
cet-1681	58	70	of	of	ADP
cet-1681	58	71	grasses	grass	NOUN
cet-1681	58	72	content	content	NOUN
cet-1681	58	73	grass	grass	NOUN
cet-1681	58	74	(	(	PUNCT
cet-1681	58	75	chloris	chloris	PROPN
cet-1681	58	76	barbata	barbata	NOUN
cet-1681	58	77	)	)	PUNCT
cet-1681	58	78	grass	grass	NOUN
cet-1681	58	79	(	(	PUNCT
cet-1681	58	80	ischaemum	ischaemum	ADJ
cet-1681	58	81	pilosum	pilosum	NOUN
cet-1681	58	82	)	)	PUNCT
cet-1681	58	83	moisture	moisture	NOUN
cet-1681	58	84	(	(	PUNCT
cet-1681	58	85	wt%	wt%	NUM
cet-1681	58	86	)	)	PUNCT
cet-1681	58	87	56.13	56.13	NUM
cet-1681	59	1			PROPN
cet-1681	59	2	0.15	0.15	NUM
cet-1681	59	3	74.45	74.45	NUM
cet-1681	59	4			PROPN
cet-1681	59	5	0.50	0.50	NUM
cet-1681	59	6	ash	ash	NOUN
cet-1681	59	7	(	(	PUNCT
cet-1681	59	8	wt%	wt%	NUM
cet-1681	59	9	)	)	PUNCT
cet-1681	59	10	13.88	13.88	NUM
cet-1681	59	11			PROPN
cet-1681	59	12	0.19	0.19	NUM
cet-1681	59	13	8.64	8.64	NUM
cet-1681	59	14			PROPN
cet-1681	59	15	0.26	0.26	NUM
cet-1681	59	16	lignin	lignin	NOUN
cet-1681	59	17	content	content	NOUN
cet-1681	59	18	(	(	PUNCT
cet-1681	59	19	wt%	wt%	NUM
cet-1681	59	20	)	)	PUNCT
cet-1681	59	21	12.76	12.76	NUM
cet-1681	59	22			PROPN
cet-1681	59	23	0.20	0.20	NUM
cet-1681	59	24	13.06	13.06	NUM
cet-1681	59	25			PROPN
cet-1681	59	26	0.27	0.27	NUM
cet-1681	59	27	fermentable	fermentable	ADJ
cet-1681	59	28	sugar	sugar	NOUN
cet-1681	59	29	after	after	ADP
cet-1681	59	30	acid	acid	NOUN
cet-1681	59	31	hydrolysis	hydrolysis	NOUN
cet-1681	59	32	(	(	PUNCT
cet-1681	59	33	mg	mg	PROPN
cet-1681	59	34	/	/	SYM
cet-1681	59	35	g	g	NOUN
cet-1681	59	36	)	)	PUNCT
cet-1681	59	37	74.96	74.96	NUM
cet-1681	60	1			PROPN
cet-1681	60	2	7.07	7.07	NUM
cet-1681	60	3	86.28	86.28	NUM
cet-1681	61	1			PROPN
cet-1681	61	2	6.00	6.00	NUM
cet-1681	61	3	ethanol	ethanol	NOUN
cet-1681	61	4	strength	strength	NOUN
cet-1681	61	5	(	(	PUNCT
cet-1681	61	6	vol%	vol%	NOUN
cet-1681	61	7	)	)	PUNCT
cet-1681	61	8	24.88	24.88	NUM
cet-1681	61	9			PROPN
cet-1681	61	10	0.20	0.20	NUM
cet-1681	61	11	6.01	6.01	NUM
cet-1681	61	12			PROPN
cet-1681	61	13	3.20	3.20	NUM
cet-1681	61	14	ethanol	ethanol	NOUN
cet-1681	61	15	yield	yield	NOUN
cet-1681	61	16	(	(	PUNCT
cet-1681	61	17	g	g	NOUN
cet-1681	61	18	of	of	ADP
cet-1681	61	19	ethanol	ethanol	NOUN
cet-1681	61	20	/	/	SYM
cet-1681	61	21	g	g	NOUN
cet-1681	61	22	of	of	ADP
cet-1681	61	23	crushed	crush	VERB
cet-1681	61	24	fresh	fresh	ADJ
cet-1681	61	25	stem	stem	NOUN
cet-1681	61	26	of	of	ADP
cet-1681	61	27	grass	grass	NOUN
cet-1681	61	28	)	)	PUNCT
cet-1681	61	29	0.30	0.30	NUM
cet-1681	61	30	0.20	0.20	NUM
cet-1681	61	31	figure	figure	NOUN
cet-1681	61	32	4	4	NUM
cet-1681	61	33	:	:	PUNCT
cet-1681	61	34	strengths	strength	NOUN
cet-1681	61	35	of	of	ADP
cet-1681	61	36	ethanol	ethanol	NOUN
cet-1681	61	37	obtained	obtain	VERB
cet-1681	61	38	at	at	ADP
cet-1681	61	39	different	different	ADJ
cet-1681	61	40	dosage	dosage	NOUN
cet-1681	61	41	of	of	ADP
cet-1681	61	42	yeast	yeast	NOUN
cet-1681	61	43	in	in	ADP
cet-1681	61	44	fermentation	fermentation	NOUN
cet-1681	61	45	the	the	DET
cet-1681	61	46	carbohydrates	carbohydrate	NOUN
cet-1681	61	47	present	present	ADJ
cet-1681	61	48	in	in	ADP
cet-1681	61	49	cellulosic	cellulosic	NOUN
cet-1681	61	50	material	material	NOUN
cet-1681	61	51	are	be	AUX
cet-1681	61	52	cellulose	cellulose	NOUN
cet-1681	61	53	and	and	CCONJ
cet-1681	61	54	hemicelluloses	hemicellulose	NOUN
cet-1681	61	55	that	that	PRON
cet-1681	61	56	are	be	AUX
cet-1681	61	57	the	the	DET
cet-1681	61	58	primary	primary	ADJ
cet-1681	61	59	source	source	NOUN
cet-1681	61	60	of	of	ADP
cet-1681	61	61	fermentable	fermentable	ADJ
cet-1681	61	62	sugars	sugar	NOUN
cet-1681	61	63	for	for	ADP
cet-1681	61	64	ethanol	ethanol	NOUN
cet-1681	61	65	production	production	NOUN
cet-1681	61	66	.	.	PUNCT
cet-1681	62	1	hydrolysis	hydrolysis	NOUN
cet-1681	62	2	of	of	ADP
cet-1681	62	3	cellulose	cellulose	NOUN
cet-1681	62	4	produces	produce	VERB
cet-1681	62	5	glucose	glucose	NOUN
cet-1681	62	6	that	that	PRON
cet-1681	62	7	can	can	AUX
cet-1681	62	8	readily	readily	ADV
cet-1681	62	9	be	be	AUX
cet-1681	62	10	fermented	ferment	VERB
cet-1681	62	11	by	by	ADP
cet-1681	62	12	the	the	DET
cet-1681	62	13	existing	exist	VERB
cet-1681	62	14	strain	strain	NOUN
cet-1681	62	15	and	and	CCONJ
cet-1681	62	16	hydrolysis	hydrolysis	NOUN
cet-1681	62	17	of	of	ADP
cet-1681	62	18	hemicellulose	hemicellulose	NOUN
cet-1681	62	19	produces	produce	VERB
cet-1681	62	20	both	both	CCONJ
cet-1681	62	21	hexose	hexose	ADJ
cet-1681	62	22	and	and	CCONJ
cet-1681	62	23	pentose	pentose	NOUN
cet-1681	62	24	(	(	PUNCT
cet-1681	62	25	6	6	NUM
cet-1681	62	26	-	-	PUNCT
cet-1681	62	27	carbon	carbon	NOUN
cet-1681	62	28	and	and	CCONJ
cet-1681	62	29	5	5	NUM
cet-1681	62	30	-	-	PUNCT
cet-1681	62	31	carbon	carbon	NOUN
cet-1681	62	32	)	)	PUNCT
cet-1681	62	33	sugars	sugar	NOUN
cet-1681	62	34	that	that	PRON
cet-1681	62	35	are	be	AUX
cet-1681	62	36	not	not	PART
cet-1681	62	37	all	all	PRON
cet-1681	62	38	fermented	ferment	VERB
cet-1681	62	39	with	with	ADP
cet-1681	62	40	existing	exist	VERB
cet-1681	62	41	strains	strain	NOUN
cet-1681	62	42	(	(	PUNCT
cet-1681	62	43	liu	liu	PROPN
cet-1681	62	44	and	and	CCONJ
cet-1681	62	45	wyman	wyman	NOUN
cet-1681	62	46	,	,	PUNCT
cet-1681	62	47	2005	2005	NUM
cet-1681	62	48	)	)	PUNCT
cet-1681	62	49	.	.	PUNCT
cet-1681	63	1	demirbaş	demirbaş	PROPN
cet-1681	63	2	(	(	PUNCT
cet-1681	63	3	2005	2005	NUM
cet-1681	63	4	)	)	PUNCT
cet-1681	63	5	also	also	ADV
cet-1681	63	6	stated	state	VERB
cet-1681	63	7	that	that	SCONJ
cet-1681	63	8	grasses	grass	NOUN
cet-1681	63	9	composed	compose	VERB
cet-1681	63	10	of	of	ADP
cet-1681	63	11	25	25	NUM
cet-1681	63	12	40	40	NUM
cet-1681	63	13	%	%	NOUN
cet-1681	63	14	of	of	ADP
cet-1681	63	15	cellulose	cellulose	NOUN
cet-1681	63	16	and	and	CCONJ
cet-1681	63	17	25	25	NUM
cet-1681	63	18	50	50	NUM
cet-1681	63	19	%	%	NOUN
cet-1681	63	20	of	of	ADP
cet-1681	63	21	hemicelluloses	hemicellulose	NOUN
cet-1681	63	22	.	.	PUNCT
cet-1681	64	1	the	the	DET
cet-1681	64	2	efficiency	efficiency	NOUN
cet-1681	64	3	of	of	ADP
cet-1681	64	4	the	the	DET
cet-1681	64	5	fermentation	fermentation	NOUN
cet-1681	64	6	of	of	ADP
cet-1681	64	7	5	5	NUM
cet-1681	64	8	-	-	PUNCT
cet-1681	64	9	carbon	carbon	NOUN
cet-1681	64	10	sugars	sugar	NOUN
cet-1681	64	11	has	have	AUX
cet-1681	64	12	been	be	AUX
cet-1681	64	13	important	important	ADJ
cet-1681	64	14	to	to	PART
cet-1681	64	15	recover	recover	VERB
cet-1681	64	16	the	the	DET
cet-1681	64	17	high	high	ADJ
cet-1681	64	18	yield	yield	NOUN
cet-1681	64	19	of	of	ADP
cet-1681	64	20	ethanol	ethanol	NOUN
cet-1681	64	21	and	and	CCONJ
cet-1681	64	22	the	the	DET
cet-1681	64	23	baker	baker	NOUN
cet-1681	64	24	’s	’s	PART
cet-1681	64	25	yeast	yeast	NOUN
cet-1681	64	26	used	use	VERB
cet-1681	64	27	in	in	ADP
cet-1681	64	28	this	this	DET
cet-1681	64	29	research	research	NOUN
cet-1681	64	30	could	could	AUX
cet-1681	64	31	not	not	PART
cet-1681	64	32	ferment	ferment	VERB
cet-1681	64	33	all	all	DET
cet-1681	64	34	the	the	DET
cet-1681	64	35	available	available	ADJ
cet-1681	64	36	sugars	sugar	NOUN
cet-1681	64	37	.	.	PUNCT
cet-1681	65	1	when	when	SCONJ
cet-1681	65	2	compared	compare	VERB
cet-1681	65	3	to	to	ADP
cet-1681	65	4	ethanol	ethanol	NOUN
cet-1681	65	5	strength	strength	NOUN
cet-1681	65	6	of	of	ADP
cet-1681	65	7	two	two	NUM
cet-1681	65	8	grasses	grass	NOUN
cet-1681	65	9	,	,	PUNCT
cet-1681	65	10	lower	low	ADJ
cet-1681	65	11	strength	strength	NOUN
cet-1681	65	12	of	of	ADP
cet-1681	65	13	ethanol	ethanol	NOUN
cet-1681	65	14	6.01	6.01	NUM
cet-1681	65	15			PROPN
cet-1681	65	16	3.20	3.20	NUM
cet-1681	65	17	%	%	NOUN
cet-1681	65	18	has	have	AUX
cet-1681	65	19	resulted	result	VERB
cet-1681	65	20	for	for	ADP
cet-1681	65	21	grass	grass	NOUN
cet-1681	65	22	(	(	PUNCT
cet-1681	65	23	ischaemum	ischaemum	ADJ
cet-1681	65	24	pilosum	pilosum	NOUN
cet-1681	65	25	)	)	PUNCT
cet-1681	65	26	.	.	PUNCT
cet-1681	66	1	4	4	X
cet-1681	66	2	.	.	X
cet-1681	66	3	conclusion	conclusion	NOUN
cet-1681	66	4	this	this	DET
cet-1681	66	5	study	study	NOUN
cet-1681	66	6	investigated	investigate	VERB
cet-1681	66	7	ethanol	ethanol	NOUN
cet-1681	66	8	availability	availability	NOUN
cet-1681	66	9	from	from	ADP
cet-1681	66	10	the	the	DET
cet-1681	66	11	grasses	grass	NOUN
cet-1681	66	12	(	(	PUNCT
cet-1681	66	13	chloris	chloris	PROPN
cet-1681	66	14	barbata	barbata	NOUN
cet-1681	66	15	and	and	CCONJ
cet-1681	66	16	ischaemum	ischaemum	ADJ
cet-1681	66	17	pilosum	pilosum	NOUN
cet-1681	66	18	)	)	PUNCT
cet-1681	66	19	.	.	PUNCT
cet-1681	67	1	the	the	DET
cet-1681	67	2	maximum	maximum	ADJ
cet-1681	67	3	yields	yield	NOUN
cet-1681	67	4	of	of	ADP
cet-1681	67	5	fermentable	fermentable	ADJ
cet-1681	67	6	sugar	sugar	NOUN
cet-1681	67	7	were	be	AUX
cet-1681	67	8	obtained	obtain	VERB
cet-1681	67	9	as	as	ADP
cet-1681	67	10	74.96	74.96	NUM
cet-1681	67	11			PROPN
cet-1681	67	12	7.07	7.07	NUM
cet-1681	67	13	mg	mg	PROPN
cet-1681	67	14	/	/	SYM
cet-1681	67	15	g	g	PROPN
cet-1681	67	16	and	and	CCONJ
cet-1681	67	17	86.28	86.28	NUM
cet-1681	67	18			PROPN
cet-1681	67	19	6.00	6.00	NUM
cet-1681	67	20	mg	mg	PROPN
cet-1681	67	21	/	/	SYM
cet-1681	67	22	g	g	NOUN
cet-1681	67	23	for	for	ADP
cet-1681	67	24	the	the	DET
cet-1681	67	25	two	two	NUM
cet-1681	67	26	grasses	grass	NOUN
cet-1681	67	27	by	by	ADP
cet-1681	67	28	optimization	optimization	NOUN
cet-1681	67	29	of	of	ADP
cet-1681	67	30	process	process	NOUN
cet-1681	67	31	variables	variable	NOUN
cet-1681	67	32	using	use	VERB
cet-1681	67	33	rsm	rsm	PROPN
cet-1681	67	34	.	.	PUNCT
cet-1681	68	1	the	the	DET
cet-1681	68	2	grass	grass	NOUN
cet-1681	68	3	chloris	chloris	PROPN
cet-1681	68	4	barbata	barbata	NOUN
cet-1681	68	5	has	have	AUX
cet-1681	68	6	resulted	result	VERB
cet-1681	68	7	higher	high	ADJ
cet-1681	68	8	ethanol	ethanol	NOUN
cet-1681	68	9	strength	strength	NOUN
cet-1681	68	10	than	than	ADP
cet-1681	68	11	the	the	DET
cet-1681	68	12	grass	grass	NOUN
cet-1681	68	13	ischaemum	ischaemum	ADJ
cet-1681	68	14	pilosum	pilosum	NOUN
cet-1681	68	15	that	that	PRON
cet-1681	68	16	contained	contain	VERB
cet-1681	68	17	higher	high	ADJ
cet-1681	68	18	fermentable	fermentable	ADJ
cet-1681	68	19	sugar	sugar	NOUN
cet-1681	68	20	content	content	NOUN
cet-1681	68	21	.	.	PUNCT
cet-1681	69	1	it	it	PRON
cet-1681	69	2	was	be	AUX
cet-1681	69	3	observed	observe	VERB
cet-1681	69	4	for	for	ADP
cet-1681	69	5	low	low	ADJ
cet-1681	69	6	strength	strength	NOUN
cet-1681	69	7	of	of	ADP
cet-1681	69	8	ethanol	ethanol	NOUN
cet-1681	69	9	that	that	PRON
cet-1681	69	10	the	the	DET
cet-1681	69	11	washing	washing	NOUN
cet-1681	69	12	and/or	and/or	CCONJ
cet-1681	69	13	vaporisation	vaporisation	NOUN
cet-1681	69	14	step	step	NOUN
cet-1681	69	15	before	before	ADP
cet-1681	69	16	fermentation	fermentation	NOUN
cet-1681	69	17	was	be	AUX
cet-1681	69	18	important	important	ADJ
cet-1681	69	19	for	for	ADP
cet-1681	69	20	the	the	DET
cet-1681	69	21	removal	removal	NOUN
cet-1681	69	22	of	of	ADP
cet-1681	69	23	the	the	DET
cet-1681	69	24	acid	acid	NOUN
cet-1681	69	25	after	after	ADP
cet-1681	69	26	acid	acid	NOUN
cet-1681	69	27	hydrolysis	hydrolysis	NOUN
cet-1681	69	28	.	.	PUNCT
cet-1681	70	1	after	after	ADP
cet-1681	70	2	neutralisation	neutralisation	NOUN
cet-1681	70	3	of	of	ADP
cet-1681	70	4	hydrolysate	hydrolysate	NOUN
cet-1681	70	5	obtained	obtain	VERB
cet-1681	70	6	from	from	ADP
cet-1681	70	7	cellulose	cellulose	NOUN
cet-1681	70	8	hydrolysis	hydrolysis	NOUN
cet-1681	70	9	,	,	PUNCT
cet-1681	70	10	the	the	DET
cet-1681	70	11	residual	residual	ADJ
cet-1681	70	12	acid	acid	NOUN
cet-1681	70	13	could	could	AUX
cet-1681	70	14	contaminate	contaminate	VERB
cet-1681	70	15	the	the	DET
cet-1681	70	16	fermentation	fermentation	NOUN
cet-1681	70	17	process	process	NOUN
cet-1681	70	18	.	.	PUNCT
cet-1681	71	1	the	the	DET
cet-1681	71	2	other	other	ADJ
cet-1681	71	3	factor	factor	NOUN
cet-1681	71	4	was	be	AUX
cet-1681	71	5	due	due	ADJ
cet-1681	71	6	to	to	ADP
cet-1681	71	7	the	the	DET
cet-1681	71	8	strain	strain	NOUN
cet-1681	71	9	of	of	ADP
cet-1681	71	10	yeast	yeast	NOUN
cet-1681	71	11	used	use	VERB
cet-1681	71	12	in	in	ADP
cet-1681	71	13	fermentation	fermentation	NOUN
cet-1681	71	14	that	that	PRON
cet-1681	71	15	may	may	AUX
cet-1681	71	16	ferment	ferment	VERB
cet-1681	71	17	only	only	ADV
cet-1681	71	18	for	for	ADP
cet-1681	71	19	c6	c6	PROPN
cet-1681	71	20	sugars	sugar	NOUN
cet-1681	71	21	and	and	CCONJ
cet-1681	71	22	the	the	DET
cet-1681	71	23	grass	grass	NOUN
cet-1681	71	24	ischaemum	ischaemum	ADJ
cet-1681	71	25	pilosum	pilosum	NOUN
cet-1681	71	26	may	may	AUX
cet-1681	71	27	comprise	comprise	VERB
cet-1681	71	28	of	of	ADP
cet-1681	71	29	more	more	ADJ
cet-1681	71	30	c5	c5	PROPN
cet-1681	71	31	sugars	sugar	NOUN
cet-1681	71	32	.	.	PUNCT
cet-1681	72	1	acknowledgments	acknowledgment	NOUN
cet-1681	72	2	the	the	DET
cet-1681	72	3	author	author	NOUN
cet-1681	72	4	would	would	AUX
cet-1681	72	5	like	like	VERB
cet-1681	72	6	to	to	PART
cet-1681	72	7	acknowledge	acknowledge	VERB
cet-1681	72	8	rector	rector	NOUN
cet-1681	72	9	of	of	ADP
cet-1681	72	10	university	university	PROPN
cet-1681	72	11	of	of	ADP
cet-1681	72	12	yangon	yangon	PROPN
cet-1681	72	13	and	and	CCONJ
cet-1681	72	14	ministry	ministry	PROPN
cet-1681	72	15	of	of	ADP
cet-1681	72	16	education	education	NOUN
cet-1681	72	17	for	for	ADP
cet-1681	72	18	the	the	DET
cet-1681	72	19	permission	permission	NOUN
cet-1681	72	20	to	to	PART
cet-1681	72	21	present	present	VERB
cet-1681	72	22	this	this	DET
cet-1681	72	23	research	research	NOUN
cet-1681	72	24	paper	paper	NOUN
cet-1681	72	25	to	to	PART
cet-1681	72	26	rcche	rcche	PROPN
cet-1681	72	27	2016	2016	NUM
cet-1681	72	28	in	in	ADP
cet-1681	72	29	universiti	universiti	PROPN
cet-1681	72	30	teknologi	teknologi	PROPN
cet-1681	72	31	malaysia	malaysia	PROPN
cet-1681	72	32	and	and	CCONJ
cet-1681	72	33	aun	aun	PROPN
cet-1681	72	34	/	/	SYM
cet-1681	72	35	seed	seed	NOUN
cet-1681	72	36	-	-	PUNCT
cet-1681	72	37	net	net	NOUN
cet-1681	72	38	(	(	PUNCT
cet-1681	72	39	jica	jica	PROPN
cet-1681	72	40	)	)	PUNCT
cet-1681	72	41	for	for	ADP
cet-1681	72	42	full	full	ADJ
cet-1681	72	43	financial	financial	ADJ
cet-1681	72	44	support	support	NOUN
cet-1681	72	45	.	.	PUNCT
cet-1681	73	1	0	0	NUM
cet-1681	74	1	5	5	NUM
cet-1681	74	2	10	10	NUM
cet-1681	74	3	15	15	NUM
cet-1681	74	4	20	20	NUM
cet-1681	74	5	25	25	NUM
cet-1681	74	6	30	30	NUM
cet-1681	74	7	0	0	NUM
cet-1681	74	8	1	1	NUM
cet-1681	74	9	2	2	NUM
cet-1681	74	10	3	3	NUM
cet-1681	74	11	4	4	NUM
cet-1681	74	12	5	5	NUM
cet-1681	74	13	6	6	NUM
cet-1681	74	14	7	7	NUM
cet-1681	74	15	st	st	PROPN
cet-1681	74	16	re	re	PROPN
cet-1681	74	17	ng	ng	PROPN
cet-1681	74	18	th	th	X
cet-1681	74	19	o	o	X
cet-1681	74	20	f	f	X
cet-1681	74	21	e	e	X
cet-1681	74	22	th	th	X
cet-1681	74	23	an	an	DET
cet-1681	74	24	ol	ol	ADJ
cet-1681	74	25	(	(	PUNCT
cet-1681	74	26	%	%	INTJ
cet-1681	74	27	v/	v/	NOUN
cet-1681	74	28	v	v	NOUN
cet-1681	74	29	)	)	PUNCT
cet-1681	74	30	concentration	concentration	NOUN
cet-1681	74	31	of	of	ADP
cet-1681	74	32	yeast	yeast	NOUN
cet-1681	74	33	(	(	PUNCT
cet-1681	74	34	g	g	NOUN
cet-1681	74	35	/	/	SYM
cet-1681	74	36	l	l	NOUN
cet-1681	74	37	)	)	PUNCT
cet-1681	74	38	grass	grass	NOUN
cet-1681	74	39	(	(	PUNCT
cet-1681	74	40	chloris	chloris	PROPN
cet-1681	74	41	barbata	barbata	NOUN
cet-1681	74	42	)	)	PUNCT
cet-1681	74	43	grass	grass	NOUN
cet-1681	74	44	(	(	PUNCT
cet-1681	74	45	ischaemum	ischaemum	ADJ
cet-1681	74	46	pilosum	pilosum	NOUN
cet-1681	74	47	)	)	PUNCT
cet-1681	74	48	1619	1619	NUM
cet-1681	74	49	references	reference	NOUN
cet-1681	74	50	brodeur	brodeur	PROPN
cet-1681	74	51	g.	g.	PROPN
cet-1681	74	52	,	,	PUNCT
cet-1681	74	53	yau	yau	PROPN
cet-1681	74	54	e.	e.	PROPN
cet-1681	74	55	,	,	PUNCT
cet-1681	74	56	badal	badal	PROPN
cet-1681	74	57	k.	k.	PROPN
cet-1681	74	58	,	,	PUNCT
cet-1681	74	59	collier	collier	PROPN
cet-1681	74	60	j.	j.	PROPN
cet-1681	74	61	,	,	PUNCT
cet-1681	74	62	ramachandran	ramachandran	PROPN
cet-1681	74	63	k.b	k.b	PROPN
cet-1681	74	64	.	.	PROPN
cet-1681	74	65	,	,	PUNCT
cet-1681	74	66	ramakrishnan	ramakrishnan	PROPN
cet-1681	74	67	s.	s.	PROPN
cet-1681	74	68	,	,	PUNCT
cet-1681	74	69	2011	2011	NUM
cet-1681	74	70	,	,	PUNCT
cet-1681	74	71	chemical	chemical	NOUN
cet-1681	74	72	and	and	CCONJ
cet-1681	74	73	physicochemical	physicochemical	ADJ
cet-1681	74	74	pretreatment	pretreatment	NOUN
cet-1681	74	75	of	of	ADP
cet-1681	74	76	lignocellulosic	lignocellulosic	ADJ
cet-1681	74	77	biomass	biomass	NOUN
cet-1681	74	78	:	:	PUNCT
cet-1681	74	79	a	a	DET
cet-1681	74	80	review	review	NOUN
cet-1681	74	81	,	,	PUNCT
cet-1681	74	82	enzyme	enzyme	VERB
cet-1681	74	83	research	research	NOUN
cet-1681	74	84	2011	2011	NUM
cet-1681	74	85	,	,	PUNCT
cet-1681	74	86	787532	787532	NUM
cet-1681	74	87	.	.	PUNCT
cet-1681	75	1	demirbaş	demirbaş	PROPN
cet-1681	75	2	a.	a.	PROPN
cet-1681	75	3	,	,	PUNCT
cet-1681	75	4	2005	2005	NUM
cet-1681	75	5	,	,	PUNCT
cet-1681	75	6	bioethanol	bioethanol	NOUN
cet-1681	75	7	from	from	ADP
cet-1681	75	8	cellulosic	cellulosic	NOUN
cet-1681	75	9	materials	material	NOUN
cet-1681	75	10	:	:	PUNCT
cet-1681	75	11	a	a	DET
cet-1681	75	12	renewable	renewable	ADJ
cet-1681	75	13	motor	motor	NOUN
cet-1681	75	14	fuel	fuel	NOUN
cet-1681	75	15	from	from	ADP
cet-1681	75	16	biomass	biomass	NOUN
cet-1681	75	17	,	,	PUNCT
cet-1681	75	18	energy	energy	NOUN
cet-1681	75	19	sources	source	NOUN
cet-1681	75	20	27	27	NUM
cet-1681	75	21	,	,	PUNCT
cet-1681	75	22	327	327	NUM
cet-1681	75	23	-	-	SYM
cet-1681	75	24	337	337	NUM
cet-1681	75	25	.	.	PUNCT
cet-1681	76	1	lees	lee	NOUN
cet-1681	76	2	r.	r.	PROPN
cet-1681	76	3	,	,	PUNCT
cet-1681	76	4	1975	1975	NUM
cet-1681	76	5	,	,	PUNCT
cet-1681	76	6	food	food	NOUN
cet-1681	76	7	analysis	analysis	NOUN
cet-1681	76	8	:	:	PUNCT
cet-1681	76	9	analytical	analytical	ADJ
cet-1681	76	10	and	and	CCONJ
cet-1681	76	11	quality	quality	NOUN
cet-1681	76	12	control	control	NOUN
cet-1681	76	13	methods	method	NOUN
cet-1681	76	14	for	for	ADP
cet-1681	76	15	the	the	DET
cet-1681	76	16	food	food	NOUN
cet-1681	76	17	manufacturer	manufacturer	NOUN
cet-1681	76	18	and	and	CCONJ
cet-1681	76	19	buyer	buyer	NOUN
cet-1681	76	20	,	,	PUNCT
cet-1681	76	21	3	3	NUM
cet-1681	76	22	rd	rd	NOUN
cet-1681	76	23	ed	ed	NOUN
cet-1681	76	24	.	.	PROPN
cet-1681	76	25	,	,	PUNCT
cet-1681	76	26	leonard	leonard	PROPN
cet-1681	76	27	hill	hill	PROPN
cet-1681	76	28	books	book	NOUN
cet-1681	76	29	,	,	PUNCT
cet-1681	76	30	london	london	PROPN
cet-1681	76	31	,	,	PUNCT
cet-1681	76	32	united	united	ADJ
cet-1681	76	33	kingdom	kingdom	PROPN
cet-1681	76	34	.	.	PUNCT
cet-1681	77	1	liu	liu	PROPN
cet-1681	77	2	c.	c.	PROPN
cet-1681	77	3	,	,	PUNCT
cet-1681	77	4	wyman	wyman	PROPN
cet-1681	77	5	c.e	c.e	PROPN
cet-1681	77	6	.	.	PROPN
cet-1681	77	7	,	,	PUNCT
cet-1681	77	8	2005	2005	NUM
cet-1681	77	9	,	,	PUNCT
cet-1681	77	10	partial	partial	ADJ
cet-1681	77	11	flow	flow	NOUN
cet-1681	77	12	of	of	ADP
cet-1681	77	13	compressed	compressed	ADJ
cet-1681	77	14	-	-	PUNCT
cet-1681	77	15	hot	hot	ADJ
cet-1681	77	16	water	water	NOUN
cet-1681	77	17	through	through	ADP
cet-1681	77	18	corn	corn	NOUN
cet-1681	77	19	stover	stover	NOUN
cet-1681	77	20	to	to	PART
cet-1681	77	21	enhance	enhance	VERB
cet-1681	77	22	hemicellulose	hemicellulose	NOUN
cet-1681	77	23	sugar	sugar	NOUN
cet-1681	77	24	recovery	recovery	NOUN
cet-1681	77	25	and	and	CCONJ
cet-1681	77	26	enzymatic	enzymatic	ADJ
cet-1681	77	27	digestibility	digestibility	NOUN
cet-1681	77	28	of	of	ADP
cet-1681	77	29	cellulose	cellulose	NOUN
cet-1681	77	30	,	,	PUNCT
cet-1681	77	31	bioresource	bioresource	ADJ
cet-1681	77	32	technology	technology	NOUN
cet-1681	77	33	96	96	NUM
cet-1681	77	34	,	,	PUNCT
cet-1681	77	35	19781985	19781985	NUM
cet-1681	77	36	.	.	PUNCT
cet-1681	78	1	montgomery	montgomery	PROPN
cet-1681	78	2	d.c	d.c	PROPN
cet-1681	78	3	.	.	PROPN
cet-1681	78	4	,	,	PUNCT
cet-1681	78	5	2001	2001	NUM
cet-1681	78	6	,	,	PUNCT
cet-1681	78	7	design	design	NOUN
cet-1681	78	8	and	and	CCONJ
cet-1681	78	9	analysis	analysis	NOUN
cet-1681	78	10	of	of	ADP
cet-1681	78	11	experiments	experiment	NOUN
cet-1681	78	12	,	,	PUNCT
cet-1681	78	13	5th	5th	ADJ
cet-1681	78	14	ed	ed	NOUN
cet-1681	78	15	.	.	PROPN
cet-1681	78	16	,	,	PUNCT
cet-1681	78	17	john	john	PROPN
cet-1681	78	18	wiley	wiley	PROPN
cet-1681	78	19	&	&	CCONJ
cet-1681	78	20	sons	sons	PROPN
cet-1681	78	21	inc	inc	PROPN
cet-1681	78	22	.	.	PROPN
cet-1681	78	23	,	,	PUNCT
cet-1681	78	24	new	new	PROPN
cet-1681	78	25	york	york	PROPN
cet-1681	78	26	,	,	PUNCT
cet-1681	78	27	united	united	PROPN
cet-1681	78	28	states	states	PROPN
cet-1681	78	29	.	.	PUNCT
cet-1681	79	1	stat	stat	NOUN
cet-1681	79	2	-	-	PUNCT
cet-1681	79	3	ease	ease	PROPN
cet-1681	79	4	inc	inc	PROPN
cet-1681	79	5	.	.	PROPN
cet-1681	79	6	,	,	PUNCT
cet-1681	79	7	2007	2007	NUM
cet-1681	79	8	,	,	PUNCT
cet-1681	79	9	design	design	NOUN
cet-1681	79	10	-	-	PUNCT
cet-1681	79	11	expert	expert	NOUN
cet-1681	79	12	version	version	NOUN
cet-1681	79	13	7.0.0	7.0.0	NUM
cet-1681	79	14	,	,	PUNCT
cet-1681	79	15	minnesota	minnesota	PROPN
cet-1681	79	16	,	,	PUNCT
cet-1681	79	17	united	united	PROPN
cet-1681	79	18	states	states	PROPN
cet-1681	79	19	.	.	PUNCT
cet-1681	80	1	yang	yang	PROPN
cet-1681	80	2	b.	b.	PROPN
cet-1681	80	3	,	,	PUNCT
cet-1681	80	4	wyman	wyman	PROPN
cet-1681	80	5	c.e	c.e	PROPN
cet-1681	80	6	.	.	PROPN
cet-1681	80	7	,	,	PUNCT
cet-1681	80	8	2009	2009	NUM
cet-1681	80	9	,	,	PUNCT
cet-1681	80	10	dilute	dilute	VERB
cet-1681	80	11	acid	acid	NOUN
cet-1681	80	12	and	and	CCONJ
cet-1681	80	13	autohydrolysis	autohydrolysis	NOUN
cet-1681	80	14	pretreatment	pretreatment	NOUN
cet-1681	80	15	,	,	PUNCT
cet-1681	80	16	methods	method	NOUN
cet-1681	80	17	in	in	ADP
cet-1681	80	18	molecular	molecular	ADJ
cet-1681	80	19	biology	biology	NOUN
cet-1681	80	20	581	581	NUM
cet-1681	80	21	,	,	PUNCT
cet-1681	80	22	103	103	NUM
cet-1681	80	23	-	-	SYM
cet-1681	80	24	114	114	NUM
cet-1681	80	25	.	.	PUNCT
cet-1681	80	26	yu	yu	PROPN
cet-1681	80	27	g.	g.	PROPN
cet-1681	80	28	,	,	PUNCT
cet-1681	80	29	yano	yano	PROPN
cet-1681	80	30	s.	s.	PROPN
cet-1681	80	31	,	,	PUNCT
cet-1681	80	32	inoue	inoue	PROPN
cet-1681	80	33	h.	h.	PROPN
cet-1681	80	34	,	,	PUNCT
cet-1681	80	35	inoue	inoue	PROPN
cet-1681	80	36	s.	s.	PROPN
cet-1681	80	37	,	,	PUNCT
cet-1681	80	38	endo	endo	PROPN
cet-1681	80	39	t.	t.	PROPN
cet-1681	80	40	,	,	PUNCT
cet-1681	80	41	sawayama	sawayama	PROPN
cet-1681	80	42	s.	s.	PROPN
cet-1681	80	43	,	,	PUNCT
cet-1681	80	44	2010	2010	NUM
cet-1681	80	45	,	,	PUNCT
cet-1681	80	46	pretreatment	pretreatment	NOUN
cet-1681	80	47	of	of	ADP
cet-1681	80	48	rice	rice	NOUN
cet-1681	80	49	straw	straw	NOUN
cet-1681	80	50	by	by	ADP
cet-1681	80	51	a	a	DET
cet-1681	80	52	hotcompressed	hotcompressed	ADJ
cet-1681	80	53	water	water	NOUN
cet-1681	80	54	process	process	NOUN
cet-1681	80	55	for	for	ADP
cet-1681	80	56	enzymatic	enzymatic	ADJ
cet-1681	80	57	hydrolysis	hydrolysis	NOUN
cet-1681	80	58	,	,	PUNCT
cet-1681	80	59	applied	apply	VERB
cet-1681	80	60	biochemistry	biochemistry	NOUN
cet-1681	80	61	and	and	CCONJ
cet-1681	80	62	biotechnology	biotechnology	NOUN
cet-1681	80	63	160	160	NUM
cet-1681	80	64	(	(	PUNCT
cet-1681	80	65	2	2	NUM
cet-1681	80	66	)	)	PUNCT
cet-1681	80	67	,	,	PUNCT
cet-1681	80	68	539–551	539–551	NUM
cet-1681	80	69	.	.	PUNCT
cet-1681	81	1	zheng	zheng	PROPN
cet-1681	81	2	y.	y.	PROPN
cet-1681	81	3	,	,	PUNCT
cet-1681	81	4	pan	pan	PROPN
cet-1681	81	5	z.	z.	PROPN
cet-1681	81	6	,	,	PUNCT
cet-1681	81	7	zhang	zhang	PROPN
cet-1681	81	8	r.	r.	PROPN
cet-1681	81	9	,	,	PUNCT
cet-1681	81	10	2009	2009	NUM
cet-1681	81	11	,	,	PUNCT
cet-1681	81	12	overview	overview	NOUN
cet-1681	81	13	of	of	ADP
cet-1681	81	14	biomass	biomass	NOUN
cet-1681	81	15	pretreatment	pretreatment	NOUN
cet-1681	81	16	for	for	ADP
cet-1681	81	17	cellulosic	cellulosic	NOUN
cet-1681	81	18	ethanol	ethanol	NOUN
cet-1681	81	19	production	production	NOUN
cet-1681	81	20	,	,	PUNCT
cet-1681	81	21	international	international	ADJ
cet-1681	81	22	journal	journal	NOUN
cet-1681	81	23	of	of	ADP
cet-1681	81	24	agricultural	agricultural	ADJ
cet-1681	81	25	and	and	CCONJ
cet-1681	81	26	biological	biological	ADJ
cet-1681	81	27	engineering	engineering	NOUN
cet-1681	81	28	2	2	NUM
cet-1681	81	29	(	(	PUNCT
cet-1681	81	30	3	3	NUM
cet-1681	81	31	)	)	PUNCT
cet-1681	81	32	,	,	PUNCT
cet-1681	81	33	51	51	NUM
cet-1681	81	34	-	-	SYM
cet-1681	81	35	68	68	NUM
cet-1681	81	36	.	.	NOUN
cet-1681	81	37	1620	1620	NUM