id	sid	tid	token	lemma	pos
cana-2860	1	1	communications	communication	NOUN
cana-2860	1	2	on	on	ADP
cana-2860	1	3	applied	apply	VERB
cana-2860	1	4	nonlinear	nonlinear	ADJ
cana-2860	1	5	analysis	analysis	NOUN
cana-2860	1	6	issn	issn	NOUN
cana-2860	1	7	:	:	PUNCT
cana-2860	1	8	1074	1074	NUM
cana-2860	1	9	-	-	PUNCT
cana-2860	1	10	133x	133x	NUM
cana-2860	1	11	vol	vol	NOUN
cana-2860	1	12	32	32	NUM
cana-2860	1	13	no	no	NOUN
cana-2860	1	14	.	.	PUNCT
cana-2860	2	1	4s	4s	NUM
cana-2860	2	2	(	(	PUNCT
cana-2860	2	3	2025	2025	NUM
cana-2860	2	4	)	)	PUNCT
cana-2860	2	5	403	403	NUM
cana-2860	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	2	7	the	the	DET
cana-2860	2	8	opticode	opticode	NOUN
cana-2860	2	9	:	:	PUNCT
cana-2860	2	10	a	a	DET
cana-2860	2	11	user	user	NOUN
cana-2860	2	12	-	-	PUNCT
cana-2860	2	13	centric	centric	ADJ
cana-2860	2	14	tool	tool	NOUN
cana-2860	2	15	for	for	ADP
cana-2860	2	16	enhancing	enhance	VERB
cana-2860	2	17	software	software	NOUN
cana-2860	2	18	efficiency	efficiency	NOUN
cana-2860	2	19	and	and	CCONJ
cana-2860	2	20	minimizing	minimize	VERB
cana-2860	2	21	errors	error	NOUN
cana-2860	2	22	through	through	ADP
cana-2860	2	23	dead	dead	ADJ
cana-2860	2	24	code	code	NOUN
cana-2860	2	25	elimination	elimination	NOUN
cana-2860	2	26	and	and	CCONJ
cana-2860	2	27	loop	loop	NOUN
cana-2860	2	28	invariant	invariant	PROPN
cana-2860	2	29	code	code	NOUN
cana-2860	2	30	motion	motion	NOUN
cana-2860	2	31	techniques	technique	NOUN
cana-2860	2	32	prof	prof	NOUN
cana-2860	2	33	.	.	PUNCT
cana-2860	3	1	tulshihar	tulshihar	PROPN
cana-2860	3	2	patil1	patil1	PROPN
cana-2860	3	3	,	,	PUNCT
cana-2860	3	4	dr	dr	PROPN
cana-2860	3	5	.	.	PROPN
cana-2860	3	6	shashank	shashank	PROPN
cana-2860	3	7	joshi2	joshi2	PROPN
cana-2860	3	8	,	,	PUNCT
cana-2860	3	9	dr	dr	PROPN
cana-2860	3	10	y	y	PROPN
cana-2860	3	11	c	c	PROPN
cana-2860	3	12	kulkarni3	kulkarni3	PROPN
cana-2860	3	13	,	,	PUNCT
cana-2860	3	14	dr	dr	PROPN
cana-2860	3	15	s	s	PROPN
cana-2860	3	16	d	d	PROPN
cana-2860	3	17	jadhav4	jadhav4	PROPN
cana-2860	3	18	,	,	PUNCT
cana-2860	3	19	dr	dr	PROPN
cana-2860	3	20	.	.	PROPN
cana-2860	3	21	pallavi	pallavi	PROPN
cana-2860	3	22	s	s	VERB
cana-2860	3	23	deshpande5	deshpande5	PROPN
cana-2860	3	24	,	,	PUNCT
cana-2860	3	25	dr	dr	PROPN
cana-2860	3	26	.	.	PROPN
cana-2860	3	27	ay	ay	PROPN
cana-2860	3	28	prabhakar6	prabhakar6	PROPN
cana-2860	3	29	,	,	PUNCT
cana-2860	3	30	dr	dr	PROPN
cana-2860	3	31	milind	milind	PROPN
cana-2860	3	32	gayakwad7	gayakwad7	PROPN
cana-2860	3	33	*	*	PROPN
cana-2860	4	1	1bharati	1bharati	NUM
cana-2860	4	2	vidyapeeth	vidyapeeth	NOUN
cana-2860	4	3	(	(	PUNCT
cana-2860	4	4	deemed	deem	VERB
cana-2860	4	5	to	to	PART
cana-2860	4	6	be	be	AUX
cana-2860	4	7	university	university	NOUN
cana-2860	4	8	)	)	PUNCT
cana-2860	4	9	college	college	NOUN
cana-2860	4	10	of	of	ADP
cana-2860	4	11	engineering	engineering	NOUN
cana-2860	4	12	)	)	PUNCT
cana-2860	4	13	pune-411043	pune-411043	NOUN
cana-2860	4	14	,	,	PUNCT
cana-2860	4	15	india	india	PROPN
cana-2860	4	16	tbpatil@bvucoep.edu.in	tbpatil@bvucoep.edu.in	NOUN
cana-2860	4	17	.	.	PUNCT
cana-2860	5	1	2bharati	2bharati	NUM
cana-2860	5	2	vidyapeeth	vidyapeeth	PROPN
cana-2860	5	3	(	(	PUNCT
cana-2860	5	4	deemed	deem	VERB
cana-2860	5	5	to	to	PART
cana-2860	5	6	be	be	AUX
cana-2860	5	7	university	university	NOUN
cana-2860	5	8	)	)	PUNCT
cana-2860	5	9	college	college	NOUN
cana-2860	5	10	of	of	ADP
cana-2860	5	11	engineering	engineering	NOUN
cana-2860	5	12	,	,	PUNCT
cana-2860	5	13	pune-411043	pune-411043	NOUN
cana-2860	5	14	,	,	PUNCT
cana-2860	5	15	india	india	PROPN
cana-2860	5	16	shashank.joshi@bharatividyapeeth.edu	shashank.joshi@bharatividyapeeth.edu	PROPN
cana-2860	5	17	3bharati	3bharati	NUM
cana-2860	5	18	vidyapeeth	vidyapeeth	PROPN
cana-2860	5	19	(	(	PUNCT
cana-2860	5	20	deemed	deem	VERB
cana-2860	5	21	to	to	PART
cana-2860	5	22	be	be	AUX
cana-2860	5	23	university	university	NOUN
cana-2860	5	24	)	)	PUNCT
cana-2860	5	25	,	,	PUNCT
cana-2860	5	26	college	college	NOUN
cana-2860	5	27	of	of	ADP
cana-2860	5	28	engineering	engineering	NOUN
cana-2860	5	29	,	,	PUNCT
cana-2860	5	30	pune-411043	pune-411043	NOUN
cana-2860	5	31	,	,	PUNCT
cana-2860	5	32	india	india	PROPN
cana-2860	5	33	yckulkarni@bvucoep.edu.in	yckulkarni@bvucoep.edu.in	PROPN
cana-2860	5	34	4bharati	4bharati	PROPN
cana-2860	5	35	vidyapeeth	vidyapeeth	PROPN
cana-2860	5	36	(	(	PUNCT
cana-2860	5	37	deemed	deem	VERB
cana-2860	5	38	to	to	PART
cana-2860	5	39	be	be	AUX
cana-2860	5	40	university	university	NOUN
cana-2860	5	41	)	)	PUNCT
cana-2860	5	42	,	,	PUNCT
cana-2860	5	43	college	college	NOUN
cana-2860	5	44	of	of	ADP
cana-2860	5	45	engineering	engineering	NOUN
cana-2860	5	46	,	,	PUNCT
cana-2860	5	47	pune-411043	pune-411043	NOUN
cana-2860	5	48	,	,	PUNCT
cana-2860	5	49	india	india	PROPN
cana-2860	5	50	sdjadhav@bvucoep.edu.in	sdjadhav@bvucoep.edu.in	NOUN
cana-2860	5	51	5bharati	5bharati	NUM
cana-2860	5	52	vidyapeeth	vidyapeeth	PROPN
cana-2860	5	53	(	(	PUNCT
cana-2860	5	54	deemed	deem	VERB
cana-2860	5	55	to	to	PART
cana-2860	5	56	be	be	AUX
cana-2860	5	57	university	university	NOUN
cana-2860	5	58	)	)	PUNCT
cana-2860	5	59	college	college	NOUN
cana-2860	5	60	of	of	ADP
cana-2860	5	61	engineering	engineering	NOUN
cana-2860	5	62	pune-411043	pune-411043	NOUN
cana-2860	5	63	,	,	PUNCT
cana-2860	5	64	india	india	PROPN
cana-2860	5	65	.	.	PUNCT
cana-2860	6	1	psdeshpande@bvucoep.edu.in	psdeshpande@bvucoep.edu.in	PROPN
cana-2860	6	2	6bharati	6bharati	NUM
cana-2860	6	3	vidyapeeth	vidyapeeth	PROPN
cana-2860	6	4	(	(	PUNCT
cana-2860	6	5	deemed	deem	VERB
cana-2860	6	6	to	to	PART
cana-2860	6	7	be	be	AUX
cana-2860	6	8	university	university	NOUN
cana-2860	6	9	)	)	PUNCT
cana-2860	6	10	college	college	NOUN
cana-2860	6	11	of	of	ADP
cana-2860	6	12	engineering	engineering	NOUN
cana-2860	6	13	pune-411043	pune-411043	NOUN
cana-2860	6	14	,	,	PUNCT
cana-2860	6	15	india	india	PROPN
cana-2860	6	16	.	.	PUNCT
cana-2860	7	1	ayprabhakar@bvucoep.edu.in	ayprabhakar@bvucoep.edu.in	PROPN
cana-2860	7	2	7*bharati	7*bharati	PROPN
cana-2860	7	3	vidyapeeth	vidyapeeth	PROPN
cana-2860	7	4	(	(	PUNCT
cana-2860	7	5	deemed	deem	VERB
cana-2860	7	6	to	to	PART
cana-2860	7	7	be	be	AUX
cana-2860	7	8	university	university	NOUN
cana-2860	7	9	)	)	PUNCT
cana-2860	7	10	college	college	NOUN
cana-2860	7	11	of	of	ADP
cana-2860	7	12	engineering	engineering	NOUN
cana-2860	7	13	pune-411043	pune-411043	NOUN
cana-2860	7	14	,	,	PUNCT
cana-2860	7	15	india	india	PROPN
cana-2860	7	16	.	.	PUNCT
cana-2860	8	1	mdgayakwad@bvucoep.edu.in	mdgayakwad@bvucoep.edu.in	PROPN
cana-2860	8	2	article	article	NOUN
cana-2860	8	3	history	history	NOUN
cana-2860	8	4	:	:	PUNCT
cana-2860	8	5	received	receive	VERB
cana-2860	8	6	:	:	PUNCT
cana-2860	8	7	28	28	NUM
cana-2860	8	8	-	-	SYM
cana-2860	8	9	09	09	NUM
cana-2860	8	10	-	-	PUNCT
cana-2860	8	11	2024	2024	NUM
cana-2860	8	12	revised	revise	VERB
cana-2860	8	13	:	:	PUNCT
cana-2860	8	14	28	28	NUM
cana-2860	8	15	-	-	SYM
cana-2860	8	16	11	11	NUM
cana-2860	8	17	-	-	PUNCT
cana-2860	8	18	2024	2024	NUM
cana-2860	8	19	accepted	accept	VERB
cana-2860	8	20	:	:	PUNCT
cana-2860	8	21	09	09	NUM
cana-2860	8	22	-	-	SYM
cana-2860	8	23	12	12	NUM
cana-2860	8	24	-	-	PUNCT
cana-2860	8	25	2024	2024	NUM
cana-2860	8	26	abstract	abstract	NOUN
cana-2860	8	27	:	:	PUNCT
cana-2860	8	28	introduction	introduction	NOUN
cana-2860	8	29	:	:	PUNCT
cana-2860	8	30	this	this	DET
cana-2860	8	31	article	article	NOUN
cana-2860	8	32	introduces	introduce	VERB
cana-2860	8	33	opticode	opticode	ADJ
cana-2860	8	34	,	,	PUNCT
cana-2860	8	35	a	a	DET
cana-2860	8	36	complex	complex	ADJ
cana-2860	8	37	software	software	NOUN
cana-2860	8	38	tool	tool	NOUN
cana-2860	8	39	that	that	PRON
cana-2860	8	40	uses	use	VERB
cana-2860	8	41	loop	loop	NOUN
cana-2860	8	42	invariant	invariant	ADJ
cana-2860	8	43	code	code	NOUN
cana-2860	8	44	mobility	mobility	NOUN
cana-2860	8	45	and	and	CCONJ
cana-2860	8	46	dead	dead	ADJ
cana-2860	8	47	code	code	NOUN
cana-2860	8	48	reduction	reduction	NOUN
cana-2860	8	49	,	,	PUNCT
cana-2860	8	50	among	among	ADP
cana-2860	8	51	other	other	ADJ
cana-2860	8	52	advanced	advanced	ADJ
cana-2860	8	53	code	code	NOUN
cana-2860	8	54	optimization	optimization	NOUN
cana-2860	8	55	techniques	technique	NOUN
cana-2860	8	56	,	,	PUNCT
cana-2860	8	57	to	to	PART
cana-2860	8	58	improve	improve	VERB
cana-2860	8	59	code	code	NOUN
cana-2860	8	60	efficiency	efficiency	NOUN
cana-2860	8	61	and	and	CCONJ
cana-2860	8	62	decrease	decrease	VERB
cana-2860	8	63	compile	compile	NOUN
cana-2860	8	64	time	time	NOUN
cana-2860	8	65	.	.	PUNCT
cana-2860	9	1	using	use	VERB
cana-2860	9	2	loop	loop	NOUN
cana-2860	9	3	invariant	invariant	PROPN
cana-2860	9	4	code	code	NOUN
cana-2860	9	5	motion	motion	NOUN
cana-2860	9	6	(	(	PUNCT
cana-2860	9	7	licm	licm	NOUN
cana-2860	9	8	)	)	PUNCT
cana-2860	9	9	and	and	CCONJ
cana-2860	9	10	abstract	abstract	ADJ
cana-2860	9	11	syntax	syntax	NOUN
cana-2860	9	12	trees	tree	NOUN
cana-2860	9	13	(	(	PUNCT
cana-2860	9	14	asts	ast	NOUN
cana-2860	9	15	)	)	PUNCT
cana-2860	9	16	for	for	ADP
cana-2860	9	17	precise	precise	ADJ
cana-2860	9	18	code	code	NOUN
cana-2860	9	19	analysis	analysis	NOUN
cana-2860	9	20	,	,	PUNCT
cana-2860	9	21	opticode	opticode	ADJ
cana-2860	9	22	efficiently	efficiently	ADV
cana-2860	9	23	detects	detect	NOUN
cana-2860	9	24	and	and	CCONJ
cana-2860	9	25	eliminates	eliminate	VERB
cana-2860	9	26	redundant	redundant	ADJ
cana-2860	9	27	code	code	NOUN
cana-2860	9	28	,	,	PUNCT
cana-2860	9	29	as	as	ADV
cana-2860	9	30	well	well	ADV
cana-2860	9	31	as	as	ADP
cana-2860	9	32	optimizes	optimize	VERB
cana-2860	9	33	loop	loop	NOUN
cana-2860	9	34	structures	structure	NOUN
cana-2860	9	35	by	by	ADP
cana-2860	9	36	removing	remove	VERB
cana-2860	9	37	4.87	4.87	NUM
cana-2860	9	38	%	%	NOUN
cana-2860	9	39	of	of	ADP
cana-2860	9	40	dead	dead	ADJ
cana-2860	9	41	code	code	NOUN
cana-2860	9	42	with	with	ADP
cana-2860	9	43	an	an	DET
cana-2860	9	44	efficiency	efficiency	NOUN
cana-2860	9	45	of	of	ADP
cana-2860	9	46	5.38	5.38	NUM
cana-2860	9	47	.	.	PUNCT
cana-2860	10	1	opticode	opticode	PROPN
cana-2860	10	2	outperforms	outperform	VERB
cana-2860	10	3	other	other	ADJ
cana-2860	10	4	apps	app	NOUN
cana-2860	10	5	in	in	ADP
cana-2860	10	6	comparison	comparison	NOUN
cana-2860	10	7	,	,	PUNCT
cana-2860	10	8	as	as	SCONJ
cana-2860	10	9	seen	see	VERB
cana-2860	10	10	by	by	ADP
cana-2860	10	11	the	the	DET
cana-2860	10	12	considerable	considerable	ADJ
cana-2860	10	13	compile	compile	NOUN
cana-2860	10	14	time	time	NOUN
cana-2860	10	15	savings	saving	NOUN
cana-2860	10	16	and	and	CCONJ
cana-2860	10	17	excellent	excellent	ADJ
cana-2860	10	18	efficiency	efficiency	NOUN
cana-2860	10	19	ratings	rating	NOUN
cana-2860	10	20	that	that	SCONJ
cana-2860	10	21	it	it	PRON
cana-2860	10	22	achieves	achieve	VERB
cana-2860	10	23	.	.	PUNCT
cana-2860	11	1	objectives	objective	NOUN
cana-2860	11	2	:	:	PUNCT
cana-2860	11	3	to	to	PART
cana-2860	11	4	remove	remove	VERB
cana-2860	11	5	the	the	DET
cana-2860	11	6	unused	unused	ADJ
cana-2860	11	7	code	code	NOUN
cana-2860	11	8	and	and	CCONJ
cana-2860	11	9	elements	element	NOUN
cana-2860	11	10	affecting	affect	VERB
cana-2860	11	11	the	the	DET
cana-2860	11	12	efficacy	efficacy	NOUN
cana-2860	11	13	of	of	ADP
cana-2860	11	14	the	the	DET
cana-2860	11	15	code	code	NOUN
cana-2860	11	16	.	.	PUNCT
cana-2860	12	1	methods	method	NOUN
cana-2860	12	2	:	:	PUNCT
cana-2860	12	3	source	source	NOUN
cana-2860	12	4	code	code	NOUN
cana-2860	12	5	is	be	AUX
cana-2860	12	6	passed	pass	VERB
cana-2860	12	7	as	as	ADP
cana-2860	12	8	an	an	DET
cana-2860	12	9	input	input	NOUN
cana-2860	12	10	then	then	ADV
cana-2860	12	11	the	the	DET
cana-2860	12	12	lexer	lexer	NOUN
cana-2860	12	13	performs	perform	VERB
cana-2860	12	14	the	the	DET
cana-2860	12	15	tokenization	tokenization	NOUN
cana-2860	12	16	.	.	PUNCT
cana-2860	13	1	tokenized	tokenize	VERB
cana-2860	13	2	words	word	NOUN
cana-2860	13	3	are	be	AUX
cana-2860	13	4	processed	process	VERB
cana-2860	13	5	by	by	ADP
cana-2860	13	6	the	the	DET
cana-2860	13	7	parser	parser	NOUN
cana-2860	13	8	to	to	PART
cana-2860	13	9	assess	assess	VERB
cana-2860	13	10	the	the	DET
cana-2860	13	11	syntax	syntax	NOUN
cana-2860	13	12	of	of	ADP
cana-2860	13	13	the	the	DET
cana-2860	13	14	code	code	NOUN
cana-2860	13	15	.	.	PUNCT
cana-2860	14	1	customized	customize	VERB
cana-2860	14	2	abstract	abstract	ADJ
cana-2860	14	3	syntax	syntax	NOUN
cana-2860	14	4	tree	tree	NOUN
cana-2860	14	5	removes	remove	VERB
cana-2860	14	6	the	the	DET
cana-2860	14	7	dead	dead	ADJ
cana-2860	14	8	code	code	NOUN
cana-2860	14	9	,	,	PUNCT
cana-2860	14	10	and	and	CCONJ
cana-2860	14	11	the	the	DET
cana-2860	14	12	data	data	NOUN
cana-2860	14	13	is	be	AUX
cana-2860	14	14	passed	pass	VERB
cana-2860	14	15	to	to	ADP
cana-2860	14	16	customized	customized	ADJ
cana-2860	14	17	loop	loop	NOUN
cana-2860	14	18	invariant	invariant	PROPN
cana-2860	14	19	code	code	NOUN
cana-2860	14	20	motion	motion	NOUN
cana-2860	14	21	which	which	PRON
cana-2860	14	22	optimize	optimize	VERB
cana-2860	14	23	the	the	DET
cana-2860	14	24	looping	loop	VERB
cana-2860	14	25	structure	structure	NOUN
cana-2860	14	26	in	in	ADP
cana-2860	14	27	the	the	DET
cana-2860	14	28	code	code	NOUN
cana-2860	14	29	.	.	PUNCT
cana-2860	15	1	at	at	ADP
cana-2860	15	2	last	last	ADJ
cana-2860	15	3	,	,	PUNCT
cana-2860	15	4	the	the	DET
cana-2860	15	5	optimized	optimize	VERB
cana-2860	15	6	code	code	NOUN
cana-2860	15	7	is	be	AUX
cana-2860	15	8	generated	generate	VERB
cana-2860	15	9	.	.	PUNCT
cana-2860	16	1	results	result	NOUN
cana-2860	16	2	:	:	PUNCT
cana-2860	16	3	opticode	opticode	PROPN
cana-2860	16	4	outperformed	outperform	VERB
cana-2860	16	5	taskapp	taskapp	PROPN
cana-2860	16	6	(	(	PUNCT
cana-2860	16	7	3.89	3.89	NUM
cana-2860	16	8	)	)	PUNCT
cana-2860	16	9	,	,	PUNCT
cana-2860	16	10	agilla	agilla	NOUN
cana-2860	16	11	(	(	PUNCT
cana-2860	16	12	3.67	3.67	NUM
cana-2860	16	13	)	)	PUNCT
cana-2860	16	14	,	,	PUNCT
cana-2860	16	15	and	and	CCONJ
cana-2860	16	16	rfmtoleds	rfmtoled	NOUN
cana-2860	16	17	(	(	PUNCT
cana-2860	16	18	3.45	3.45	NUM
cana-2860	16	19	)	)	PUNCT
cana-2860	16	20	with	with	ADP
cana-2860	16	21	its	its	PRON
cana-2860	16	22	greatest	great	ADJ
cana-2860	16	23	efficiency	efficiency	NOUN
cana-2860	16	24	rating	rating	NOUN
cana-2860	16	25	of	of	ADP
cana-2860	16	26	5.38	5.38	NUM
cana-2860	16	27	on	on	ADP
cana-2860	16	28	a	a	DET
cana-2860	16	29	10	10	NUM
cana-2860	16	30	-	-	PUNCT
cana-2860	16	31	point	point	NOUN
cana-2860	16	32	scale	scale	NOUN
cana-2860	16	33	in	in	ADP
cana-2860	16	34	our	our	PRON
cana-2860	16	35	comparison	comparison	NOUN
cana-2860	16	36	research	research	NOUN
cana-2860	16	37	.	.	PUNCT
cana-2860	17	1	the	the	DET
cana-2860	17	2	731	731	NUM
cana-2860	17	3	lines	line	NOUN
cana-2860	17	4	of	of	ADP
cana-2860	17	5	code	code	NOUN
cana-2860	17	6	in	in	ADP
cana-2860	17	7	the	the	DET
cana-2860	17	8	opticode	opticode	ADJ
cana-2860	17	9	codebase	codebase	PROPN
cana-2860	17	10	include	include	VERB
cana-2860	17	11	150	150	NUM
cana-2860	17	12	lines	line	NOUN
cana-2860	17	13	of	of	ADP
cana-2860	17	14	dead	dead	ADJ
cana-2860	17	15	code	code	NOUN
cana-2860	17	16	and	and	CCONJ
cana-2860	17	17	57	57	NUM
cana-2860	17	18	variables	variable	NOUN
cana-2860	17	19	that	that	PRON
cana-2860	17	20	are	be	AUX
cana-2860	17	21	n't	not	PART
cana-2860	17	22	used	use	VERB
cana-2860	17	23	conclusions	conclusion	NOUN
cana-2860	17	24	:	:	PUNCT
cana-2860	17	25	the	the	DET
cana-2860	17	26	code	code	NOUN
cana-2860	17	27	is	be	AUX
cana-2860	17	28	optimized	optimize	VERB
cana-2860	17	29	to	to	PART
cana-2860	17	30	save	save	VERB
cana-2860	17	31	space	space	NOUN
cana-2860	17	32	and	and	CCONJ
cana-2860	17	33	time	time	NOUN
cana-2860	17	34	.	.	PUNCT
cana-2860	18	1	performance	performance	NOUN
cana-2860	18	2	increases	increase	NOUN
cana-2860	18	3	as	as	ADP
cana-2860	18	4	number	number	NOUN
cana-2860	18	5	of	of	ADP
cana-2860	18	6	lines	line	NOUN
cana-2860	18	7	increases	increase	NOUN
cana-2860	18	8	.	.	PUNCT
cana-2860	19	1	keywords	keyword	NOUN
cana-2860	19	2	:	:	PUNCT
cana-2860	19	3	code	code	NOUN
cana-2860	19	4	optimization	optimization	NOUN
cana-2860	19	5	,	,	PUNCT
cana-2860	19	6	dead	dead	ADJ
cana-2860	19	7	code	code	NOUN
cana-2860	19	8	elimination	elimination	NOUN
cana-2860	19	9	,	,	PUNCT
cana-2860	19	10	loop	loop	NOUN
cana-2860	19	11	invariant	invariant	PROPN
cana-2860	19	12	code	code	NOUN
cana-2860	19	13	motion	motion	NOUN
cana-2860	19	14	,	,	PUNCT
cana-2860	19	15	mailto:shashank.joshi@bharatividyapeeth.edu	mailto:shashank.joshi@bharatividyapeeth.edu	PROPN
cana-2860	19	16	mailto:psdeshpande@bvucoep.edu.in	mailto:psdeshpande@bvucoep.edu.in	VERB
cana-2860	19	17	communications	communication	NOUN
cana-2860	19	18	on	on	ADP
cana-2860	19	19	applied	apply	VERB
cana-2860	19	20	nonlinear	nonlinear	ADJ
cana-2860	19	21	analysis	analysis	NOUN
cana-2860	19	22	issn	issn	NOUN
cana-2860	19	23	:	:	PUNCT
cana-2860	19	24	1074	1074	NUM
cana-2860	19	25	-	-	PUNCT
cana-2860	19	26	133x	133x	NUM
cana-2860	19	27	vol	vol	NOUN
cana-2860	19	28	32	32	NUM
cana-2860	19	29	no	no	NOUN
cana-2860	19	30	.	.	PUNCT
cana-2860	20	1	4s	4s	NUM
cana-2860	20	2	(	(	PUNCT
cana-2860	20	3	2025	2025	NUM
cana-2860	20	4	)	)	PUNCT
cana-2860	20	5	404	404	NUM
cana-2860	20	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	20	7	abstract	abstract	ADJ
cana-2860	20	8	syntax	syntax	NOUN
cana-2860	20	9	trees	tree	NOUN
cana-2860	20	10	(	(	PUNCT
cana-2860	20	11	ast	ast	PROPN
cana-2860	20	12	)	)	PUNCT
cana-2860	20	13	,	,	PUNCT
cana-2860	20	14	code	code	NOUN
cana-2860	20	15	efficiency	efficiency	NOUN
cana-2860	20	16	,	,	PUNCT
cana-2860	20	17	software	software	NOUN
cana-2860	20	18	maintainability	maintainability	NOUN
cana-2860	20	19	.	.	PUNCT
cana-2860	21	1	1	1	X
cana-2860	21	2	.	.	X
cana-2860	21	3	introduction	introduction	NOUN
cana-2860	21	4	code	code	NOUN
cana-2860	21	5	optimization	optimization	NOUN
cana-2860	21	6	refers	refer	VERB
cana-2860	21	7	to	to	ADP
cana-2860	21	8	the	the	DET
cana-2860	21	9	process	process	NOUN
cana-2860	21	10	of	of	ADP
cana-2860	21	11	improving	improve	VERB
cana-2860	21	12	the	the	DET
cana-2860	21	13	efficiency	efficiency	NOUN
cana-2860	21	14	,	,	PUNCT
cana-2860	21	15	performance	performance	NOUN
cana-2860	21	16	,	,	PUNCT
cana-2860	21	17	and	and	CCONJ
cana-2860	21	18	quality	quality	NOUN
cana-2860	21	19	of	of	ADP
cana-2860	21	20	computer	computer	NOUN
cana-2860	21	21	code	code	NOUN
cana-2860	21	22	without	without	ADP
cana-2860	21	23	altering	alter	VERB
cana-2860	21	24	its	its	PRON
cana-2860	21	25	functionality	functionality	NOUN
cana-2860	21	26	or	or	CCONJ
cana-2860	21	27	behavior	behavior	NOUN
cana-2860	21	28	.	.	PUNCT
cana-2860	22	1	the	the	DET
cana-2860	22	2	objective	objective	NOUN
cana-2860	22	3	of	of	ADP
cana-2860	22	4	code	code	NOUN
cana-2860	22	5	optimization	optimization	NOUN
cana-2860	22	6	[	[	X
cana-2860	22	7	29	29	NUM
cana-2860	22	8	]	]	PUNCT
cana-2860	22	9	is	be	AUX
cana-2860	22	10	to	to	PART
cana-2860	22	11	generate	generate	VERB
cana-2860	22	12	code	code	NOUN
cana-2860	22	13	that	that	PRON
cana-2860	22	14	executes	execute	VERB
cana-2860	22	15	faster	fast	ADV
cana-2860	22	16	,	,	PUNCT
cana-2860	22	17	consumes	consume	VERB
cana-2860	22	18	less	less	ADJ
cana-2860	22	19	memory	memory	NOUN
cana-2860	22	20	,	,	PUNCT
cana-2860	22	21	and	and	CCONJ
cana-2860	22	22	possesses	possess	VERB
cana-2860	22	23	characteristics	characteristic	NOUN
cana-2860	22	24	such	such	ADJ
cana-2860	22	25	as	as	ADP
cana-2860	22	26	improved	improved	ADJ
cana-2860	22	27	readability	readability	NOUN
cana-2860	22	28	or	or	CCONJ
cana-2860	22	29	maintainability	maintainability	NOUN
cana-2860	22	30	[	[	X
cana-2860	22	31	5	5	NUM
cana-2860	22	32	]	]	PUNCT
cana-2860	22	33	.	.	PUNCT
cana-2860	23	1	some	some	DET
cana-2860	23	2	common	common	ADJ
cana-2860	23	3	optimization	optimization	NOUN
cana-2860	23	4	techniques	technique	NOUN
cana-2860	23	5	include	include	VERB
cana-2860	23	6	dead	dead	ADJ
cana-2860	23	7	code	code	NOUN
cana-2860	23	8	elimination	elimination	NOUN
cana-2860	23	9	[	[	X
cana-2860	23	10	11,30	11,30	X
cana-2860	23	11	]	]	PUNCT
cana-2860	23	12	and	and	CCONJ
cana-2860	23	13	code	code	NOUN
cana-2860	23	14	invariant	invariant	ADJ
cana-2860	23	15	motion	motion	NOUN
cana-2860	23	16	.	.	PUNCT
cana-2860	24	1	dead	dead	ADJ
cana-2860	24	2	code	code	NOUN
cana-2860	24	3	elimination	elimination	NOUN
cana-2860	24	4	targets	target	VERB
cana-2860	24	5	the	the	DET
cana-2860	24	6	identification	identification	NOUN
cana-2860	24	7	and	and	CCONJ
cana-2860	24	8	removal	removal	NOUN
cana-2860	24	9	of	of	ADP
cana-2860	24	10	code	code	NOUN
cana-2860	24	11	that	that	PRON
cana-2860	24	12	remains	remain	VERB
cana-2860	24	13	unused	unused	ADJ
cana-2860	24	14	or	or	CCONJ
cana-2860	24	15	unreachable	unreachable	ADJ
cana-2860	24	16	during	during	ADP
cana-2860	24	17	program	program	NOUN
cana-2860	24	18	execution	execution	NOUN
cana-2860	24	19	.	.	PUNCT
cana-2860	25	1	traditional	traditional	ADJ
cana-2860	25	2	methods	method	NOUN
cana-2860	25	3	of	of	ADP
cana-2860	25	4	code	code	NOUN
cana-2860	25	5	analysis	analysis	NOUN
cana-2860	25	6	treat	treat	NOUN
cana-2860	25	7	code	code	NOUN
cana-2860	25	8	fragments	fragment	NOUN
cana-2860	25	9	as	as	ADP
cana-2860	25	10	written	write	VERB
cana-2860	25	11	text	text	NOUN
cana-2860	25	12	,	,	PUNCT
cana-2860	25	13	potentially	potentially	ADV
cana-2860	25	14	overlooking	overlook	VERB
cana-2860	25	15	critical	critical	ADJ
cana-2860	25	16	structural	structural	ADJ
cana-2860	25	17	details	detail	NOUN
cana-2860	25	18	[	[	X
cana-2860	25	19	3,18	3,18	X
cana-2860	25	20	]	]	X
cana-2860	25	21	.	.	PUNCT
cana-2860	26	1	recent	recent	ADJ
cana-2860	26	2	research	research	NOUN
cana-2860	26	3	underscores	underscore	VERB
cana-2860	26	4	the	the	DET
cana-2860	26	5	importance	importance	NOUN
cana-2860	26	6	of	of	ADP
cana-2860	26	7	leveraging	leverage	VERB
cana-2860	26	8	syntax	syntax	NOUN
cana-2860	26	9	,	,	PUNCT
cana-2860	26	10	or	or	CCONJ
cana-2860	26	11	code	code	NOUN
cana-2860	26	12	structure	structure	NOUN
cana-2860	26	13	,	,	PUNCT
cana-2860	26	14	to	to	PART
cana-2860	26	15	create	create	VERB
cana-2860	26	16	more	more	ADV
cana-2860	26	17	accurate	accurate	ADJ
cana-2860	26	18	source	source	NOUN
cana-2860	26	19	code	code	NOUN
cana-2860	26	20	representations	representation	NOUN
cana-2860	26	21	compared	compare	VERB
cana-2860	26	22	to	to	ADP
cana-2860	26	23	approaches	approach	NOUN
cana-2860	26	24	reliant	reliant	ADJ
cana-2860	26	25	solely	solely	ADV
cana-2860	26	26	on	on	ADP
cana-2860	26	27	tokens	token	NOUN
cana-2860	26	28	or	or	CCONJ
cana-2860	26	29	words	word	NOUN
cana-2860	26	30	.	.	PUNCT
cana-2860	27	1	this	this	PRON
cana-2860	27	2	is	be	AUX
cana-2860	27	3	where	where	SCONJ
cana-2860	27	4	ast	ast	NOUN
cana-2860	27	5	-	-	PUNCT
cana-2860	27	6	based	base	VERB
cana-2860	27	7	models	model	NOUN
cana-2860	27	8	come	come	VERB
cana-2860	27	9	into	into	ADP
cana-2860	27	10	play	play	NOUN
cana-2860	27	11	.	.	PUNCT
cana-2860	28	1	these	these	DET
cana-2860	28	2	models	model	NOUN
cana-2860	28	3	merge	merge	VERB
cana-2860	28	4	abstract	abstract	ADJ
cana-2860	28	5	syntax	syntax	NOUN
cana-2860	28	6	trees	tree	NOUN
cana-2860	28	7	(	(	PUNCT
cana-2860	28	8	asts	ast	NOUN
cana-2860	28	9	)	)	PUNCT
cana-2860	29	1	[	[	X
cana-2860	29	2	12	12	NUM
cana-2860	29	3	]	]	PUNCT
cana-2860	29	4	to	to	PART
cana-2860	29	5	capture	capture	VERB
cana-2860	29	6	both	both	CCONJ
cana-2860	29	7	the	the	DET
cana-2860	29	8	specific	specific	ADJ
cana-2860	29	9	lexical	lexical	ADJ
cana-2860	29	10	intricacies	intricacy	NOUN
cana-2860	29	11	and	and	CCONJ
cana-2860	29	12	the	the	DET
cana-2860	29	13	overall	overall	ADJ
cana-2860	29	14	syntactic	syntactic	ADJ
cana-2860	29	15	structures	structure	NOUN
cana-2860	29	16	of	of	ADP
cana-2860	29	17	code	code	NOUN
cana-2860	29	18	,	,	PUNCT
cana-2860	29	19	rendering	render	VERB
cana-2860	29	20	them	they	PRON
cana-2860	29	21	potent	potent	ADJ
cana-2860	29	22	tools	tool	NOUN
cana-2860	29	23	for	for	ADP
cana-2860	29	24	code	code	NOUN
cana-2860	29	25	comprehension	comprehension	NOUN
cana-2860	29	26	and	and	CCONJ
cana-2860	29	27	analysis	analysis	NOUN
cana-2860	29	28	[	[	X
cana-2860	29	29	4	4	NUM
cana-2860	29	30	]	]	PUNCT
cana-2860	29	31	.	.	PUNCT
cana-2860	30	1	we	we	PRON
cana-2860	30	2	utilize	utilize	VERB
cana-2860	30	3	the	the	DET
cana-2860	30	4	abstract	abstract	ADJ
cana-2860	30	5	syntax	syntax	NOUN
cana-2860	30	6	tree	tree	NOUN
cana-2860	30	7	(	(	PUNCT
cana-2860	30	8	ast	ast	NOUN
cana-2860	30	9	)	)	PUNCT
cana-2860	31	1	[	[	X
cana-2860	31	2	17,21	17,21	NUM
cana-2860	31	3	]	]	PUNCT
cana-2860	31	4	approach	approach	NOUN
cana-2860	31	5	for	for	ADP
cana-2860	31	6	dead	dead	ADJ
cana-2860	31	7	code	code	NOUN
cana-2860	31	8	elimination	elimination	NOUN
cana-2860	31	9	and	and	CCONJ
cana-2860	31	10	the	the	DET
cana-2860	31	11	loop	loop	NOUN
cana-2860	31	12	invariant	invariant	PROPN
cana-2860	31	13	code	code	NOUN
cana-2860	31	14	motion	motion	NOUN
cana-2860	31	15	(	(	PUNCT
cana-2860	31	16	licm	licm	NOUN
cana-2860	31	17	)	)	PUNCT
cana-2860	31	18	algorithm	algorithm	NOUN
cana-2860	31	19	for	for	ADP
cana-2860	31	20	optimizing	optimize	VERB
cana-2860	31	21	loop	loop	NOUN
cana-2860	31	22	structures	structure	NOUN
cana-2860	31	23	.	.	PUNCT
cana-2860	32	1	these	these	DET
cana-2860	32	2	sophisticated	sophisticated	ADJ
cana-2860	32	3	techniques	technique	NOUN
cana-2860	32	4	ensure	ensure	VERB
cana-2860	32	5	efficient	efficient	ADJ
cana-2860	32	6	and	and	CCONJ
cana-2860	32	7	precise	precise	ADJ
cana-2860	32	8	code	code	NOUN
cana-2860	32	9	optimization	optimization	NOUN
cana-2860	32	10	,	,	PUNCT
cana-2860	32	11	enhancing	enhance	VERB
cana-2860	32	12	performance	performance	NOUN
cana-2860	32	13	and	and	CCONJ
cana-2860	32	14	maintainability	maintainability	NOUN
cana-2860	32	15	.	.	PUNCT
cana-2860	33	1	the	the	DET
cana-2860	33	2	fundamental	fundamental	ADJ
cana-2860	33	3	concept	concept	NOUN
cana-2860	33	4	behind	behind	ADP
cana-2860	33	5	invariant	invariant	PROPN
cana-2860	33	6	code	code	NOUN
cana-2860	33	7	motion	motion	NOUN
cana-2860	33	8	is	be	AUX
cana-2860	33	9	to	to	PART
cana-2860	33	10	minimize	minimize	VERB
cana-2860	33	11	redundant	redundant	ADJ
cana-2860	33	12	computations	computation	NOUN
cana-2860	33	13	within	within	ADP
cana-2860	33	14	loops	loop	NOUN
cana-2860	33	15	by	by	ADP
cana-2860	33	16	relocating	relocate	VERB
cana-2860	33	17	calculations	calculation	NOUN
cana-2860	33	18	that	that	PRON
cana-2860	33	19	remain	remain	VERB
cana-2860	33	20	constant	constant	ADJ
cana-2860	33	21	outside	outside	ADP
cana-2860	33	22	the	the	DET
cana-2860	33	23	loop	loop	NOUN
cana-2860	33	24	.	.	PUNCT
cana-2860	34	1	by	by	ADP
cana-2860	34	2	doing	do	VERB
cana-2860	34	3	so	so	ADV
cana-2860	34	4	,	,	PUNCT
cana-2860	34	5	the	the	DET
cana-2860	34	6	frequency	frequency	NOUN
cana-2860	34	7	of	of	ADP
cana-2860	34	8	these	these	DET
cana-2860	34	9	computations	computation	NOUN
cana-2860	34	10	decreases	decrease	VERB
cana-2860	34	11	,	,	PUNCT
cana-2860	34	12	leading	lead	VERB
cana-2860	34	13	to	to	ADP
cana-2860	34	14	enhanced	enhanced	ADJ
cana-2860	34	15	runtime	runtime	NOUN
cana-2860	34	16	efficiency	efficiency	NOUN
cana-2860	34	17	.	.	PUNCT
cana-2860	35	1	the	the	DET
cana-2860	35	2	algorithm	algorithm	NOUN
cana-2860	35	3	employed	employ	VERB
cana-2860	35	4	in	in	ADP
cana-2860	35	5	invariant	invariant	ADJ
cana-2860	35	6	code	code	NOUN
cana-2860	35	7	motion	motion	NOUN
cana-2860	35	8	includes	include	VERB
cana-2860	35	9	the	the	DET
cana-2860	35	10	lazy	lazy	ADJ
cana-2860	35	11	code	code	NOUN
cana-2860	35	12	motion	motion	NOUN
cana-2860	35	13	(	(	PUNCT
cana-2860	35	14	lcm	lcm	NOUN
cana-2860	35	15	)	)	PUNCT
cana-2860	35	16	algorithm	algorithm	NOUN
cana-2860	35	17	and	and	CCONJ
cana-2860	35	18	the	the	DET
cana-2860	35	19	loop	loop	NOUN
cana-2860	35	20	invariant	invariant	PROPN
cana-2860	35	21	code	code	NOUN
cana-2860	35	22	motion	motion	NOUN
cana-2860	35	23	(	(	PUNCT
cana-2860	35	24	licm	licm	NOUN
cana-2860	35	25	)	)	PUNCT
cana-2860	35	26	algorithm	algorithm	NOUN
cana-2860	36	1	[	[	X
cana-2860	36	2	14	14	NUM
cana-2860	36	3	]	]	PUNCT
cana-2860	36	4	.	.	PUNCT
cana-2860	37	1	the	the	DET
cana-2860	37	2	lcm	lcm	NOUN
cana-2860	37	3	algorithm	algorithm	NOUN
cana-2860	37	4	[	[	X
cana-2860	37	5	6	6	NUM
cana-2860	37	6	]	]	PUNCT
cana-2860	37	7	embodies	embody	VERB
cana-2860	37	8	a	a	DET
cana-2860	37	9	cautious	cautious	ADJ
cana-2860	37	10	approach	approach	NOUN
cana-2860	37	11	to	to	ADP
cana-2860	37	12	code	code	NOUN
cana-2860	37	13	motion	motion	NOUN
cana-2860	37	14	,	,	PUNCT
cana-2860	37	15	delaying	delay	VERB
cana-2860	37	16	the	the	DET
cana-2860	37	17	relocation	relocation	NOUN
cana-2860	37	18	of	of	ADP
cana-2860	37	19	computations	computation	NOUN
cana-2860	37	20	outside	outside	ADP
cana-2860	37	21	of	of	ADP
cana-2860	37	22	loops	loop	NOUN
cana-2860	37	23	until	until	ADP
cana-2860	37	24	necessary	necessary	ADJ
cana-2860	37	25	.	.	PUNCT
cana-2860	38	1	this	this	DET
cana-2860	38	2	intentional	intentional	ADJ
cana-2860	38	3	delay	delay	NOUN
cana-2860	38	4	serves	serve	VERB
cana-2860	38	5	to	to	PART
cana-2860	38	6	minimize	minimize	VERB
cana-2860	38	7	register	register	NOUN
cana-2860	38	8	pressure	pressure	NOUN
cana-2860	38	9	,	,	PUNCT
cana-2860	38	10	referring	refer	VERB
cana-2860	38	11	to	to	ADP
cana-2860	38	12	the	the	DET
cana-2860	38	13	number	number	NOUN
cana-2860	38	14	of	of	ADP
cana-2860	38	15	registers	register	NOUN
cana-2860	38	16	utilized	utilize	VERB
cana-2860	38	17	by	by	ADP
cana-2860	38	18	the	the	DET
cana-2860	38	19	program	program	NOUN
cana-2860	38	20	during	during	ADP
cana-2860	38	21	execution	execution	NOUN
cana-2860	38	22	.	.	PUNCT
cana-2860	39	1	on	on	ADP
cana-2860	39	2	the	the	DET
cana-2860	39	3	other	other	ADJ
cana-2860	39	4	hand	hand	NOUN
cana-2860	39	5	,	,	PUNCT
cana-2860	39	6	the	the	DET
cana-2860	39	7	licm	licm	ADJ
cana-2860	39	8	algorithm	algorithm	NOUN
cana-2860	39	9	[	[	X
cana-2860	39	10	31	31	NUM
cana-2860	39	11	]	]	PUNCT
cana-2860	39	12	specifically	specifically	ADV
cana-2860	39	13	targets	target	VERB
cana-2860	39	14	loop	loop	NOUN
cana-2860	39	15	structures	structure	NOUN
cana-2860	39	16	,	,	PUNCT
cana-2860	39	17	identifying	identify	VERB
cana-2860	39	18	computations	computation	NOUN
cana-2860	39	19	that	that	PRON
cana-2860	39	20	yield	yield	VERB
cana-2860	39	21	consistent	consistent	ADJ
cana-2860	39	22	results	result	NOUN
cana-2860	39	23	across	across	ADP
cana-2860	39	24	all	all	DET
cana-2860	39	25	iterations	iteration	NOUN
cana-2860	39	26	and	and	CCONJ
cana-2860	39	27	moving	move	VERB
cana-2860	39	28	them	they	PRON
cana-2860	39	29	outside	outside	ADP
cana-2860	39	30	the	the	DET
cana-2860	39	31	loop	loop	NOUN
cana-2860	39	32	to	to	PART
cana-2860	39	33	mitigate	mitigate	VERB
cana-2860	39	34	redundant	redundant	ADJ
cana-2860	39	35	calculations	calculation	NOUN
cana-2860	39	36	[	[	X
cana-2860	39	37	16	16	NUM
cana-2860	39	38	]	]	PUNCT
cana-2860	39	39	.	.	PUNCT
cana-2860	40	1	while	while	SCONJ
cana-2860	40	2	both	both	CCONJ
cana-2860	40	3	the	the	DET
cana-2860	40	4	lazy	lazy	ADJ
cana-2860	40	5	code	code	NOUN
cana-2860	40	6	motion	motion	NOUN
cana-2860	40	7	(	(	PUNCT
cana-2860	40	8	lcm	lcm	NOUN
cana-2860	40	9	)	)	PUNCT
cana-2860	41	1	[	[	X
cana-2860	41	2	14	14	NUM
cana-2860	41	3	]	]	PUNCT
cana-2860	41	4	and	and	CCONJ
cana-2860	41	5	loop	loop	NOUN
cana-2860	41	6	invariant	invariant	PROPN
cana-2860	41	7	code	code	NOUN
cana-2860	41	8	motion	motion	NOUN
cana-2860	41	9	(	(	PUNCT
cana-2860	41	10	licm	licm	NOUN
cana-2860	41	11	)	)	PUNCT
cana-2860	41	12	algorithms	algorithm	NOUN
cana-2860	42	1	[	[	X
cana-2860	42	2	8	8	NUM
cana-2860	42	3	]	]	PUNCT
cana-2860	42	4	aim	aim	VERB
cana-2860	42	5	to	to	PART
cana-2860	42	6	enhance	enhance	VERB
cana-2860	42	7	loop	loop	NOUN
cana-2860	42	8	efficiency	efficiency	NOUN
cana-2860	42	9	by	by	ADP
cana-2860	42	10	relocating	relocate	VERB
cana-2860	42	11	invariant	invariant	ADJ
cana-2860	42	12	computations	computation	NOUN
cana-2860	42	13	outside	outside	ADP
cana-2860	42	14	of	of	ADP
cana-2860	42	15	loops	loop	NOUN
cana-2860	42	16	,	,	PUNCT
cana-2860	42	17	licm	licm	NOUN
cana-2860	42	18	is	be	AUX
cana-2860	42	19	generally	generally	ADV
cana-2860	42	20	regarded	regard	VERB
cana-2860	42	21	as	as	ADP
cana-2860	42	22	superior	superior	ADJ
cana-2860	42	23	due	due	ADP
cana-2860	42	24	to	to	ADP
cana-2860	42	25	its	its	PRON
cana-2860	42	26	more	more	ADV
cana-2860	42	27	aggressive	aggressive	ADJ
cana-2860	42	28	optimization	optimization	NOUN
cana-2860	42	29	strategy	strategy	NOUN
cana-2860	42	30	.	.	PUNCT
cana-2860	43	1	licm	licm	ADJ
cana-2860	43	2	optimizes	optimize	VERB
cana-2860	43	3	loops	loop	NOUN
cana-2860	43	4	proactively	proactively	ADV
cana-2860	43	5	,	,	PUNCT
cana-2860	43	6	transferring	transfer	VERB
cana-2860	43	7	invariant	invariant	ADJ
cana-2860	43	8	computations	computation	NOUN
cana-2860	43	9	as	as	ADV
cana-2860	43	10	soon	soon	ADV
cana-2860	43	11	as	as	SCONJ
cana-2860	43	12	they	they	PRON
cana-2860	43	13	are	be	AUX
cana-2860	43	14	identified	identify	VERB
cana-2860	43	15	,	,	PUNCT
cana-2860	43	16	potentially	potentially	ADV
cana-2860	43	17	leading	lead	VERB
cana-2860	43	18	to	to	ADP
cana-2860	43	19	greater	great	ADJ
cana-2860	43	20	performance	performance	NOUN
cana-2860	43	21	improvements	improvement	NOUN
cana-2860	43	22	[	[	X
cana-2860	43	23	15	15	NUM
cana-2860	43	24	]	]	PUNCT
cana-2860	43	25	.	.	PUNCT
cana-2860	44	1	furthermore	furthermore	ADV
cana-2860	44	2	,	,	PUNCT
cana-2860	44	3	case	case	NOUN
cana-2860	44	4	studies	study	NOUN
cana-2860	44	5	like	like	ADP
cana-2860	44	6	the	the	DET
cana-2860	44	7	systematic	systematic	ADJ
cana-2860	44	8	code	code	NOUN
cana-2860	44	9	and	and	CCONJ
cana-2860	44	10	asset	asset	NOUN
cana-2860	44	11	removal	removal	NOUN
cana-2860	44	12	framework	framework	NOUN
cana-2860	44	13	(	(	PUNCT
cana-2860	44	14	scarf	scarf	NOUN
cana-2860	44	15	)	)	PUNCT
cana-2860	45	1	[	[	X
cana-2860	45	2	9	9	NUM
cana-2860	45	3	]	]	PUNCT
cana-2860	45	4	,	,	PUNCT
cana-2860	45	5	which	which	PRON
cana-2860	45	6	identifies	identify	VERB
cana-2860	45	7	unused	unused	ADJ
cana-2860	45	8	code	code	NOUN
cana-2860	45	9	and	and	CCONJ
cana-2860	45	10	data	datum	NOUN
cana-2860	45	11	assets	asset	NOUN
cana-2860	45	12	,	,	PUNCT
cana-2860	45	13	have	have	AUX
cana-2860	45	14	demonstrated	demonstrate	VERB
cana-2860	45	15	the	the	DET
cana-2860	45	16	significant	significant	ADJ
cana-2860	45	17	impact	impact	NOUN
cana-2860	45	18	of	of	ADP
cana-2860	45	19	dead	dead	ADJ
cana-2860	45	20	code	code	NOUN
cana-2860	45	21	elimination	elimination	NOUN
cana-2860	45	22	in	in	ADP
cana-2860	45	23	industry	industry	NOUN
cana-2860	45	24	settings	setting	NOUN
cana-2860	45	25	.	.	PUNCT
cana-2860	46	1	scarf	scarf	PROPN
cana-2860	46	2	has	have	AUX
cana-2860	46	3	made	make	VERB
cana-2860	46	4	a	a	DET
cana-2860	46	5	substantial	substantial	ADJ
cana-2860	46	6	difference	difference	NOUN
cana-2860	46	7	at	at	ADP
cana-2860	46	8	meta	meta	NOUN
cana-2860	46	9	.	.	PUNCT
cana-2860	47	1	in	in	ADP
cana-2860	47	2	the	the	DET
cana-2860	47	3	past	past	ADJ
cana-2860	47	4	year	year	NOUN
cana-2860	47	5	alone	alone	ADV
cana-2860	47	6	,	,	PUNCT
cana-2860	47	7	it	it	PRON
cana-2860	47	8	has	have	AUX
cana-2860	47	9	eliminated	eliminate	VERB
cana-2860	47	10	petabytes	petabyte	NOUN
cana-2860	47	11	of	of	ADP
cana-2860	47	12	data	datum	NOUN
cana-2860	47	13	across	across	ADP
cana-2860	47	14	12.8	12.8	NUM
cana-2860	47	15	million	million	NUM
cana-2860	47	16	distinct	distinct	ADJ
cana-2860	47	17	assets	asset	NOUN
cana-2860	47	18	and	and	CCONJ
cana-2860	47	19	deleted	delete	VERB
cana-2860	47	20	over	over	ADP
cana-2860	47	21	104	104	NUM
cana-2860	47	22	million	million	NUM
cana-2860	47	23	lines	line	NOUN
cana-2860	47	24	of	of	ADP
cana-2860	47	25	code	code	NOUN
cana-2860	47	26	.	.	PUNCT
cana-2860	48	1	an	an	DET
cana-2860	48	2	illustrative	illustrative	ADJ
cana-2860	48	3	example	example	NOUN
cana-2860	48	4	is	be	AUX
cana-2860	48	5	"	"	PUNCT
cana-2860	48	6	the	the	DET
cana-2860	48	7	error	error	NOUN
cana-2860	48	8	of	of	ADP
cana-2860	48	9	our	our	PRON
cana-2860	48	10	ways	way	NOUN
cana-2860	48	11	"	"	PUNCT
cana-2860	48	12	presentation	presentation	NOUN
cana-2860	48	13	at	at	ADP
cana-2860	48	14	the	the	DET
cana-2860	48	15	european	european	ADJ
cana-2860	48	16	communications	communication	NOUN
cana-2860	48	17	on	on	ADP
cana-2860	48	18	applied	apply	VERB
cana-2860	48	19	nonlinear	nonlinear	ADJ
cana-2860	48	20	analysis	analysis	NOUN
cana-2860	48	21	issn	issn	NOUN
cana-2860	48	22	:	:	PUNCT
cana-2860	48	23	1074	1074	NUM
cana-2860	48	24	-	-	PUNCT
cana-2860	48	25	133x	133x	NUM
cana-2860	48	26	vol	vol	NOUN
cana-2860	48	27	32	32	NUM
cana-2860	48	28	no	no	NOUN
cana-2860	48	29	.	.	PUNCT
cana-2860	49	1	4s	4s	NUM
cana-2860	49	2	(	(	PUNCT
cana-2860	49	3	2025	2025	NUM
cana-2860	49	4	)	)	PUNCT
cana-2860	49	5	405	405	NUM
cana-2860	49	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	49	7	testing	testing	NOUN
cana-2860	49	8	conference	conference	NOUN
cana-2860	49	9	2017	2017	NUM
cana-2860	50	1	[	[	X
cana-2860	50	2	7	7	NUM
cana-2860	50	3	]	]	PUNCT
cana-2860	50	4	,	,	PUNCT
cana-2860	50	5	where	where	SCONJ
cana-2860	50	6	it	it	PRON
cana-2860	50	7	was	be	AUX
cana-2860	50	8	highlighted	highlight	VERB
cana-2860	50	9	how	how	SCONJ
cana-2860	50	10	a	a	DET
cana-2860	50	11	company	company	NOUN
cana-2860	50	12	incurred	incur	VERB
cana-2860	50	13	losses	loss	NOUN
cana-2860	50	14	totaling	total	VERB
cana-2860	50	15	hundreds	hundred	NOUN
cana-2860	50	16	of	of	ADP
cana-2860	50	17	millions	million	NOUN
cana-2860	50	18	due	due	ADJ
cana-2860	50	19	to	to	ADP
cana-2860	50	20	dead	dead	ADJ
cana-2860	50	21	code	code	NOUN
cana-2860	50	22	that	that	PRON
cana-2860	50	23	was	be	AUX
cana-2860	50	24	inadvertently	inadvertently	ADV
cana-2860	50	25	activated	activate	VERB
cana-2860	50	26	.	.	PUNCT
cana-2860	51	1	currently	currently	ADV
cana-2860	51	2	,	,	PUNCT
cana-2860	51	3	there	there	PRON
cana-2860	51	4	exists	exist	VERB
cana-2860	51	5	a	a	DET
cana-2860	51	6	noticeable	noticeable	ADJ
cana-2860	51	7	gap	gap	NOUN
cana-2860	51	8	in	in	ADP
cana-2860	51	9	the	the	DET
cana-2860	51	10	market	market	NOUN
cana-2860	51	11	for	for	ADP
cana-2860	51	12	software	software	NOUN
cana-2860	51	13	applications	application	NOUN
cana-2860	51	14	that	that	PRON
cana-2860	51	15	seamlessly	seamlessly	ADV
cana-2860	51	16	integrate	integrate	VERB
cana-2860	51	17	both	both	DET
cana-2860	51	18	dead	dead	ADJ
cana-2860	51	19	code	code	NOUN
cana-2860	51	20	elimination	elimination	NOUN
cana-2860	51	21	and	and	CCONJ
cana-2860	51	22	loop	loop	NOUN
cana-2860	51	23	invariant	invariant	PROPN
cana-2860	51	24	code	code	NOUN
cana-2860	51	25	motion	motion	NOUN
cana-2860	51	26	techniques	technique	NOUN
cana-2860	51	27	for	for	ADP
cana-2860	51	28	comprehensive	comprehensive	ADJ
cana-2860	51	29	code	code	NOUN
cana-2860	51	30	optimization	optimization	NOUN
cana-2860	51	31	.	.	PUNCT
cana-2860	52	1	by	by	ADP
cana-2860	52	2	amalgamating	amalgamate	VERB
cana-2860	52	3	these	these	DET
cana-2860	52	4	two	two	NUM
cana-2860	52	5	potent	potent	ADJ
cana-2860	52	6	optimization	optimization	NOUN
cana-2860	52	7	strategies	strategy	NOUN
cana-2860	52	8	[	[	X
cana-2860	52	9	1	1	NUM
cana-2860	52	10	]	]	PUNCT
cana-2860	52	11	,	,	PUNCT
cana-2860	52	12	a	a	DET
cana-2860	52	13	novel	novel	ADJ
cana-2860	52	14	application	application	NOUN
cana-2860	52	15	could	could	AUX
cana-2860	52	16	significantly	significantly	ADV
cana-2860	52	17	augment	augment	VERB
cana-2860	52	18	the	the	DET
cana-2860	52	19	performance	performance	NOUN
cana-2860	52	20	and	and	CCONJ
cana-2860	52	21	efficiency	efficiency	NOUN
cana-2860	52	22	of	of	ADP
cana-2860	52	23	software	software	NOUN
cana-2860	52	24	systems	system	NOUN
cana-2860	52	25	.	.	PUNCT
cana-2860	53	1	integrating	integrate	VERB
cana-2860	53	2	dead	dead	ADJ
cana-2860	53	3	code	code	NOUN
cana-2860	53	4	elimination	elimination	NOUN
cana-2860	53	5	and	and	CCONJ
cana-2860	53	6	loop	loop	NOUN
cana-2860	53	7	invariant	invariant	PROPN
cana-2860	53	8	code	code	NOUN
cana-2860	53	9	motion	motion	NOUN
cana-2860	53	10	would	would	AUX
cana-2860	53	11	enable	enable	VERB
cana-2860	53	12	the	the	DET
cana-2860	53	13	application	application	NOUN
cana-2860	53	14	to	to	PART
cana-2860	53	15	identify	identify	VERB
cana-2860	53	16	and	and	CCONJ
cana-2860	53	17	eliminate	eliminate	VERB
cana-2860	53	18	redundant	redundant	ADJ
cana-2860	53	19	or	or	CCONJ
cana-2860	53	20	unused	unused	ADJ
cana-2860	53	21	code	code	NOUN
cana-2860	53	22	segments	segment	NOUN
cana-2860	53	23	while	while	SCONJ
cana-2860	53	24	optimizing	optimize	VERB
cana-2860	53	25	loop	loop	NOUN
cana-2860	53	26	structures	structure	NOUN
cana-2860	53	27	to	to	PART
cana-2860	53	28	minimize	minimize	VERB
cana-2860	53	29	unnecessary	unnecessary	ADJ
cana-2860	53	30	computations	computation	NOUN
cana-2860	53	31	.	.	PUNCT
cana-2860	54	1	this	this	DET
cana-2860	54	2	holistic	holistic	ADJ
cana-2860	54	3	approach	approach	NOUN
cana-2860	54	4	to	to	PART
cana-2860	54	5	code	code	NOUN
cana-2860	54	6	optimization	optimization	NOUN
cana-2860	54	7	would	would	AUX
cana-2860	54	8	result	result	VERB
cana-2860	54	9	in	in	ADP
cana-2860	54	10	faster	fast	ADJ
cana-2860	54	11	execution	execution	NOUN
cana-2860	54	12	times	time	NOUN
cana-2860	54	13	,	,	PUNCT
cana-2860	54	14	reduced	reduced	ADJ
cana-2860	54	15	memory	memory	NOUN
cana-2860	54	16	usage	usage	NOUN
cana-2860	54	17	,	,	PUNCT
cana-2860	54	18	and	and	CCONJ
cana-2860	54	19	overall	overall	ADJ
cana-2860	54	20	improved	improved	ADJ
cana-2860	54	21	software	software	NOUN
cana-2860	54	22	performance	performance	NOUN
cana-2860	54	23	[	[	X
cana-2860	54	24	29	29	NUM
cana-2860	54	25	]	]	PUNCT
cana-2860	54	26	.	.	PUNCT
cana-2860	55	1	so	so	ADV
cana-2860	55	2	,	,	PUNCT
cana-2860	55	3	we	we	PRON
cana-2860	55	4	developed	develop	VERB
cana-2860	55	5	opticode	opticode	ADJ
cana-2860	55	6	,	,	PUNCT
cana-2860	55	7	an	an	DET
cana-2860	55	8	application	application	NOUN
cana-2860	55	9	that	that	PRON
cana-2860	55	10	eliminates	eliminate	VERB
cana-2860	55	11	4.87	4.87	NUM
cana-2860	55	12	%	%	NOUN
cana-2860	55	13	of	of	ADP
cana-2860	55	14	dead	dead	ADJ
cana-2860	55	15	code	code	NOUN
cana-2860	55	16	with	with	ADP
cana-2860	55	17	an	an	DET
cana-2860	55	18	efficiency	efficiency	NOUN
cana-2860	55	19	of	of	ADP
cana-2860	55	20	5.38	5.38	NUM
cana-2860	55	21	and	and	CCONJ
cana-2860	55	22	also	also	ADV
cana-2860	55	23	decreases	decrease	VERB
cana-2860	55	24	the	the	DET
cana-2860	55	25	compile	compile	NOUN
cana-2860	55	26	time	time	NOUN
cana-2860	55	27	.	.	PUNCT
cana-2860	56	1	literature	literature	NOUN
cana-2860	56	2	survey	survey	NOUN
cana-2860	56	3	jingling	jingle	VERB
cana-2860	56	4	et	et	NOUN
cana-2860	56	5	al	al	PROPN
cana-2860	56	6	present	present	VERB
cana-2860	56	7	a	a	DET
cana-2860	56	8	practical	practical	ADJ
cana-2860	56	9	region	region	NOUN
cana-2860	56	10	-	-	PUNCT
cana-2860	56	11	based	base	VERB
cana-2860	56	12	partial	partial	ADJ
cana-2860	56	13	dead	dead	ADJ
cana-2860	56	14	code	code	NOUN
cana-2860	56	15	elimination	elimination	NOUN
cana-2860	56	16	(	(	PUNCT
cana-2860	56	17	pde	pde	NOUN
cana-2860	56	18	)	)	PUNCT
cana-2860	56	19	algorithm	algorithm	NOUN
cana-2860	57	1	[	[	X
cana-2860	57	2	22][27	22][27	X
cana-2860	57	3	]	]	PUNCT
cana-2860	57	4	in	in	ADP
cana-2860	57	5	their	their	PRON
cana-2860	57	6	research	research	NOUN
cana-2860	57	7	work	work	NOUN
cana-2860	57	8	which	which	PRON
cana-2860	57	9	is	be	AUX
cana-2860	57	10	the	the	DET
cana-2860	57	11	ancestor	ancestor	NOUN
cana-2860	57	12	for	for	ADP
cana-2860	57	13	ast	ast	NOUN
cana-2860	57	14	in	in	ADP
cana-2860	57	15	orc	orc	ADJ
cana-2860	57	16	compiler	compiler	NOUN
cana-2860	57	17	framework	framework	NOUN
cana-2860	57	18	.	.	PUNCT
cana-2860	58	1	arithmetic	arithmetic	ADJ
cana-2860	58	2	facts	fact	NOUN
cana-2860	58	3	about	about	ADP
cana-2860	58	4	pde	pde	NOUN
cana-2860	58	5	opportunities	opportunity	NOUN
cana-2860	58	6	have	have	AUX
cana-2860	58	7	been	be	AUX
cana-2860	58	8	provided	provide	VERB
cana-2860	58	9	using	use	VERB
cana-2860	58	10	17	17	NUM
cana-2860	58	11	spec95	spec95	NOUN
cana-2860	58	12	and	and	CCONJ
cana-2860	58	13	spec00	spec00	NOUN
cana-2860	58	14	integer	integer	NOUN
cana-2860	58	15	benchmarks	benchmark	NOUN
cana-2860	58	16	[	[	X
cana-2860	58	17	28	28	NUM
cana-2860	58	18	]	]	PUNCT
cana-2860	58	19	.	.	PUNCT
cana-2860	59	1	these	these	DET
cana-2860	59	2	algorithms	algorithm	NOUN
cana-2860	59	3	meet	meet	VERB
cana-2860	59	4	restrictions	restriction	NOUN
cana-2860	59	5	when	when	SCONJ
cana-2860	59	6	it	it	PRON
cana-2860	59	7	comes	come	VERB
cana-2860	59	8	to	to	ADP
cana-2860	59	9	founded	found	VERB
cana-2860	59	10	instructions	instruction	NOUN
cana-2860	59	11	.	.	PUNCT
cana-2860	60	1	an	an	DET
cana-2860	60	2	order	order	NOUN
cana-2860	60	3	of	of	ADP
cana-2860	60	4	instruction	instruction	NOUN
cana-2860	60	5	is	be	AUX
cana-2860	60	6	shown	show	VERB
cana-2860	60	7	as	as	ADP
cana-2860	60	8	an	an	DET
cana-2860	60	9	example	example	NOUN
cana-2860	60	10	;	;	PUNCT
cana-2860	60	11	x	x	SYM
cana-2860	60	12	=	=	PUNCT
cana-2860	60	13	a	a	DET
cana-2860	60	14	+	+	X
cana-2860	60	15	b	b	X
cana-2860	60	16	(	(	PUNCT
cana-2860	60	17	p	p	NOUN
cana-2860	60	18	)	)	PUNCT
cana-2860	60	19	,	,	PUNCT
cana-2860	60	20	y	y	PROPN
cana-2860	60	21	=	=	PUNCT
cana-2860	60	22	x	x	SYM
cana-2860	60	23	1	1	NUM
cana-2860	60	24	(	(	PUNCT
cana-2860	60	25	q	q	NOUN
cana-2860	60	26	)	)	PUNCT
cana-2860	60	27	,	,	PUNCT
cana-2860	60	28	x	x	PUNCT
cana-2860	60	29	=	=	PUNCT
cana-2860	61	1	c	c	X
cana-2860	62	1	+	+	CCONJ
cana-2860	62	2	d	d	X
cana-2860	62	3	(	(	PUNCT
cana-2860	62	4	r	r	NOUN
cana-2860	62	5	)	)	PUNCT
cana-2860	62	6	.	.	PUNCT
cana-2860	63	1	classic	classic	ADJ
cana-2860	63	2	partial	partial	ADJ
cana-2860	63	3	dead	dead	ADJ
cana-2860	63	4	code	code	NOUN
cana-2860	63	5	elimination	elimination	NOUN
cana-2860	63	6	(	(	PUNCT
cana-2860	63	7	pde	pde	NOUN
cana-2860	63	8	)	)	PUNCT
cana-2860	63	9	algorithms	algorithm	NOUN
cana-2860	63	10	can	can	AUX
cana-2860	63	11	not	not	PART
cana-2860	63	12	determine	determine	VERB
cana-2860	63	13	correctly	correctly	ADV
cana-2860	63	14	whether	whether	SCONJ
cana-2860	63	15	the	the	DET
cana-2860	63	16	first	first	ADJ
cana-2860	63	17	assignment	assignment	NOUN
cana-2860	63	18	(	(	PUNCT
cana-2860	63	19	x	x	SYM
cana-2860	63	20	=	=	PUNCT
cana-2860	63	21	a	a	DET
cana-2860	63	22	+	+	NUM
cana-2860	63	23	b	b	NOUN
cana-2860	63	24	)	)	PUNCT
cana-2860	63	25	is	be	AUX
cana-2860	63	26	dead	dead	ADJ
cana-2860	63	27	or	or	CCONJ
cana-2860	63	28	not	not	PART
cana-2860	63	29	because	because	SCONJ
cana-2860	63	30	they	they	PRON
cana-2860	63	31	disregard	disregard	VERB
cana-2860	63	32	the	the	DET
cana-2860	63	33	qualifying	qualify	VERB
cana-2860	63	34	predicates	predicate	NOUN
cana-2860	63	35	p	p	X
cana-2860	63	36	,	,	PUNCT
cana-2860	63	37	q	q	X
cana-2860	63	38	,	,	PUNCT
cana-2860	63	39	and	and	CCONJ
cana-2860	63	40	r.	r.	NOUN
cana-2860	63	41	the	the	DET
cana-2860	63	42	assignment	assignment	NOUN
cana-2860	63	43	can	can	AUX
cana-2860	63	44	be	be	AUX
cana-2860	63	45	partially	partially	ADV
cana-2860	63	46	dead	dead	ADJ
cana-2860	63	47	,	,	PUNCT
cana-2860	63	48	fully	fully	ADV
cana-2860	63	49	dead	dead	ADJ
cana-2860	63	50	or	or	CCONJ
cana-2860	63	51	not	not	PART
cana-2860	63	52	dead	dead	ADJ
cana-2860	63	53	at	at	ADV
cana-2860	63	54	all	all	ADV
cana-2860	63	55	depending	depend	VERB
cana-2860	63	56	on	on	ADP
cana-2860	63	57	these	these	DET
cana-2860	63	58	predicates	predicate	NOUN
cana-2860	63	59	’	'	PUNCT
cana-2860	63	60	relationship	relationship	NOUN
cana-2860	63	61	with	with	ADP
cana-2860	63	62	each	each	DET
cana-2860	63	63	other	other	ADJ
cana-2860	63	64	.	.	PUNCT
cana-2860	64	1	the	the	DET
cana-2860	64	2	authors	author	NOUN
cana-2860	64	3	achieved	achieve	VERB
cana-2860	64	4	performance	performance	NOUN
cana-2860	64	5	enhancements	enhancement	NOUN
cana-2860	64	6	by	by	ADP
cana-2860	64	7	executing	execute	VERB
cana-2860	64	8	three	three	NUM
cana-2860	64	9	speedups	speedup	NOUN
cana-2860	64	10	:	:	PUNCT
cana-2860	64	11	compress	compress	VERB
cana-2860	64	12	benchmark	benchmark	NOUN
cana-2860	64	13	was	be	AUX
cana-2860	64	14	sped	speed	VERB
cana-2860	64	15	up	up	ADP
cana-2860	64	16	by	by	ADP
cana-2860	64	17	3.75	3.75	NUM
cana-2860	64	18	%	%	NOUN
cana-2860	64	19	,	,	PUNCT
cana-2860	64	20	crafty	crafty	ADJ
cana-2860	64	21	benchmark	benchmark	NOUN
cana-2860	64	22	–	–	PUNCT
cana-2860	64	23	2.81	2.81	NUM
cana-2860	64	24	%	%	NOUN
cana-2860	64	25	,	,	PUNCT
cana-2860	64	26	and	and	CCONJ
cana-2860	64	27	wolf	wolf	PROPN
cana-2860	64	28	–	–	PUNCT
cana-2860	64	29	2.53	2.53	NUM
cana-2860	64	30	%	%	NOUN
cana-2860	64	31	[	[	X
cana-2860	64	32	22][29	22][29	X
cana-2860	64	33	]	]	X
cana-2860	64	34	.	.	PUNCT
cana-2860	65	1	according	accord	VERB
cana-2860	65	2	to	to	ADP
cana-2860	65	3	stephen	stephen	PROPN
cana-2860	65	4	,	,	PUNCT
cana-2860	65	5	they	they	PRON
cana-2860	65	6	introduced	introduce	VERB
cana-2860	65	7	the	the	DET
cana-2860	65	8	vista	vista	NOUN
cana-2860	65	9	framework	framework	NOUN
cana-2860	65	10	[	[	X
cana-2860	65	11	26][30	26][30	X
cana-2860	65	12	]	]	X
cana-2860	65	13	a	a	DET
cana-2860	65	14	novel	novel	ADJ
cana-2860	65	15	approach	approach	NOUN
cana-2860	65	16	aimed	aim	VERB
cana-2860	65	17	at	at	ADP
cana-2860	65	18	reducing	reduce	VERB
cana-2860	65	19	both	both	CCONJ
cana-2860	65	20	stable	stable	ADJ
cana-2860	65	21	code	code	NOUN
cana-2860	65	22	scope	scope	NOUN
cana-2860	65	23	and	and	CCONJ
cana-2860	65	24	dynamic	dynamic	ADJ
cana-2860	65	25	instruction	instruction	NOUN
cana-2860	65	26	count	count	NOUN
cana-2860	65	27	in	in	ADP
cana-2860	65	28	software	software	NOUN
cana-2860	65	29	benchmarks	benchmark	NOUN
cana-2860	65	30	like	like	ADP
cana-2860	65	31	164.gzip	164.gzip	NUM
cana-2860	65	32	,	,	PUNCT
cana-2860	65	33	175.vpr	175.vpr	NUM
cana-2860	65	34	,	,	PUNCT
cana-2860	65	35	176.gcc	176.gcc	NUM
cana-2860	65	36	,	,	PUNCT
cana-2860	65	37	etc	etc	X
cana-2860	65	38	.	.	X
cana-2860	65	39	,	,	PUNCT
cana-2860	65	40	judged	judge	VERB
cana-2860	65	41	to	to	ADP
cana-2860	65	42	the	the	DET
cana-2860	65	43	initial	initial	ADJ
cana-2860	65	44	gcc	gcc	NOUN
cana-2860	65	45	-	-	PUNCT
cana-2860	65	46	optimized	optimize	VERB
cana-2860	65	47	code	code	NOUN
cana-2860	65	48	[	[	X
cana-2860	65	49	31	31	NUM
cana-2860	65	50	]	]	PUNCT
cana-2860	65	51	.	.	PUNCT
cana-2860	66	1	their	their	PRON
cana-2860	66	2	findings	finding	NOUN
cana-2860	66	3	revealed	reveal	VERB
cana-2860	66	4	significant	significant	ADJ
cana-2860	66	5	success	success	NOUN
cana-2860	66	6	with	with	ADP
cana-2860	66	7	vista	vista	PROPN
cana-2860	66	8	.	.	PUNCT
cana-2860	67	1	additionally	additionally	ADV
cana-2860	67	2	,	,	PUNCT
cana-2860	67	3	greater	great	ADJ
cana-2860	67	4	success	success	NOUN
cana-2860	67	5	was	be	AUX
cana-2860	67	6	observed	observe	VERB
cana-2860	67	7	when	when	SCONJ
cana-2860	67	8	implementing	implement	VERB
cana-2860	67	9	a	a	DET
cana-2860	67	10	de	de	ADJ
cana-2860	67	11	-	-	ADJ
cana-2860	67	12	optimization	optimization	ADJ
cana-2860	67	13	step	step	NOUN
cana-2860	68	1	[	[	X
cana-2860	68	2	32][33	32][33	X
cana-2860	68	3	]	]	PUNCT
cana-2860	68	4	before	before	ADP
cana-2860	68	5	re	re	NOUN
cana-2860	68	6	-	-	NOUN
cana-2860	68	7	optimization	optimization	NOUN
cana-2860	68	8	,	,	PUNCT
cana-2860	68	9	resulting	result	VERB
cana-2860	68	10	in	in	ADP
cana-2860	68	11	an	an	DET
cana-2860	68	12	average	average	ADJ
cana-2860	68	13	stable	stable	ADJ
cana-2860	68	14	code	code	NOUN
cana-2860	68	15	scope	scope	NOUN
cana-2860	68	16	decrease	decrease	NOUN
cana-2860	68	17	of	of	ADP
cana-2860	68	18	3.18	3.18	NUM
cana-2860	68	19	%	%	NOUN
cana-2860	68	20	.	.	PUNCT
cana-2860	69	1	notably	notably	ADV
cana-2860	69	2	,	,	PUNCT
cana-2860	69	3	this	this	DET
cana-2860	69	4	technique	technique	NOUN
cana-2860	69	5	outperformed	outperform	VERB
cana-2860	69	6	natural	natural	ADJ
cana-2860	69	7	re	re	NOUN
cana-2860	69	8	-	-	NOUN
cana-2860	69	9	optimization	optimization	NOUN
cana-2860	69	10	in	in	ADP
cana-2860	69	11	four	four	NUM
cana-2860	69	12	out	out	ADP
cana-2860	69	13	of	of	ADP
cana-2860	69	14	6	6	NUM
cana-2860	69	15	instances	instance	NOUN
cana-2860	69	16	,	,	PUNCT
cana-2860	69	17	underscoring	underscore	VERB
cana-2860	69	18	the	the	DET
cana-2860	69	19	effectiveness	effectiveness	NOUN
cana-2860	69	20	of	of	ADP
cana-2860	69	21	their	their	PRON
cana-2860	69	22	technique	technique	NOUN
cana-2860	69	23	[	[	X
cana-2860	69	24	34][35	34][35	PROPN
cana-2860	69	25	]	]	PUNCT
cana-2860	69	26	.	.	PUNCT
cana-2860	70	1	furthermore	furthermore	ADV
cana-2860	70	2	,	,	PUNCT
cana-2860	70	3	even	even	ADV
cana-2860	70	4	as	as	ADP
cana-2860	70	5	compiling	compile	VERB
cana-2860	70	6	for	for	ADP
cana-2860	70	7	every	every	DET
cana-2860	70	8	benchmark	benchmark	NOUN
cana-2860	70	9	for	for	ADP
cana-2860	70	10	my	my	PRON
cana-2860	70	11	part	part	NOUN
cana-2860	70	12	,	,	PUNCT
cana-2860	70	13	vista	vista	PROPN
cana-2860	70	14	constantly	constantly	ADV
cana-2860	70	15	introduced	introduce	VERB
cana-2860	70	16	decreases	decrease	NOUN
cana-2860	71	1	[	[	X
cana-2860	71	2	36][37	36][37	X
cana-2860	71	3	]	]	X
cana-2860	71	4	in	in	ADP
cana-2860	71	5	each	each	DET
cana-2860	71	6	static	static	ADJ
cana-2860	71	7	code	code	NOUN
cana-2860	71	8	length	length	NOUN
cana-2860	71	9	(	(	PUNCT
cana-2860	71	10	average	average	NOUN
cana-2860	71	11	of	of	ADP
cana-2860	71	12	3.18	3.18	NUM
cana-2860	71	13	%	%	NOUN
cana-2860	71	14	)	)	PUNCT
cana-2860	71	15	and	and	CCONJ
cana-2860	71	16	dynamic	dynamic	ADJ
cana-2860	71	17	schooling	schooling	NOUN
cana-2860	71	18	depend	depend	VERB
cana-2860	71	19	(	(	PUNCT
cana-2860	71	20	not	not	PART
cana-2860	71	21	unusual	unusual	ADJ
cana-2860	71	22	of	of	ADP
cana-2860	71	23	three.28	three.28	NOUN
cana-2860	71	24	%	%	NOUN
cana-2860	71	25	)	)	PUNCT
cana-2860	71	26	,	,	PUNCT
cana-2860	71	27	signifying	signify	VERB
cana-2860	71	28	its	its	PRON
cana-2860	71	29	robustness	robustness	NOUN
cana-2860	71	30	and	and	CCONJ
cana-2860	71	31	litheness	litheness	NOUN
cana-2860	71	32	during	during	ADP
cana-2860	71	33	one	one	NUM
cana-2860	71	34	among	among	ADP
cana-2860	71	35	a	a	DET
cana-2860	71	36	type	type	NOUN
cana-2860	71	37	of	of	ADP
cana-2860	71	38	software	software	NOUN
cana-2860	71	39	software	software	NOUN
cana-2860	71	40	situations	situation	NOUN
cana-2860	71	41	.	.	PUNCT
cana-2860	72	1	loop	loop	NOUN
cana-2860	72	2	-	-	PUNCT
cana-2860	72	3	invariant	invariant	ADJ
cana-2860	72	4	mutable	mutable	ADJ
cana-2860	72	5	hundreds	hundred	NOUN
cana-2860	72	6	or	or	CCONJ
cana-2860	72	7	hard	hard	ADJ
cana-2860	72	8	mathematics	mathematic	NOUN
cana-2860	72	9	computations	computation	NOUN
cana-2860	72	10	that	that	PRON
cana-2860	72	11	ca	can	AUX
cana-2860	72	12	n't	not	PART
cana-2860	72	13	be	be	AUX
cana-2860	72	14	similarly	similarly	ADV
cana-2860	72	15	optimized	optimize	VERB
cana-2860	72	16	the	the	DET
cana-2860	72	17	use	use	NOUN
cana-2860	72	18	of	of	ADP
cana-2860	72	19	conventional	conventional	ADJ
cana-2860	72	20	techniques	technique	NOUN
cana-2860	72	21	can	can	AUX
cana-2860	72	22	pose	pose	VERB
cana-2860	72	23	worrying	worrying	ADJ
cana-2860	72	24	situations	situation	NOUN
cana-2860	72	25	[	[	X
cana-2860	72	26	38	38	NUM
cana-2860	72	27	]	]	PUNCT
cana-2860	72	28	.	.	PUNCT
cana-2860	73	1	elevated	elevated	ADJ
cana-2860	73	2	tests	test	NOUN
cana-2860	73	3	in	in	ADP
cana-2860	73	4	utilization	utilization	NOUN
cana-2860	73	5	can	can	AUX
cana-2860	73	6	postpone	postpone	VERB
cana-2860	73	7	further	further	ADJ
cana-2860	73	8	improvements	improvement	NOUN
cana-2860	73	9	in	in	ADP
cana-2860	73	10	code	code	NOUN
cana-2860	73	11	performance	performance	NOUN
cana-2860	73	12	,	,	PUNCT
cana-2860	73	13	making	make	VERB
cana-2860	73	14	special	special	ADJ
cana-2860	73	15	optimizations	optimization	NOUN
cana-2860	73	16	tons	ton	NOUN
cana-2860	73	17	much	much	ADV
cana-2860	73	18	less	less	ADV
cana-2860	73	19	powerful	powerful	ADJ
cana-2860	73	20	[	[	X
cana-2860	73	21	39	39	NUM
cana-2860	73	22	]	]	PUNCT
cana-2860	73	23	.	.	PUNCT
cana-2860	74	1	in	in	ADP
cana-2860	74	2	this	this	DET
cana-2860	74	3	paper	paper	NOUN
cana-2860	74	4	[	[	X
cana-2860	74	5	40	40	NUM
cana-2860	74	6	]	]	PUNCT
cana-2860	74	7	dead	dead	ADJ
cana-2860	74	8	infiltrator	infiltrator	NOUN
cana-2860	74	9	—	—	PUNCT
cana-2860	74	10	a	a	DET
cana-2860	74	11	device	device	NOUN
cana-2860	74	12	that	that	PRON
cana-2860	74	13	dynamically	dynamically	ADV
cana-2860	74	14	identifies	identify	VERB
cana-2860	74	15	every	every	DET
cana-2860	74	16	single	single	ADJ
cana-2860	74	17	useless	useless	ADJ
cana-2860	74	18	write	write	NOUN
cana-2860	74	19	to	to	PART
cana-2860	74	20	reminiscence	reminiscence	VERB
cana-2860	74	21	in	in	ADP
cana-2860	74	22	each	each	DET
cana-2860	74	23	execution	execution	NOUN
cana-2860	74	24	and	and	CCONJ
cana-2860	74	25	presents	present	VERB
cana-2860	74	26	actionable	actionable	ADJ
cana-2860	74	27	feedback	feedback	NOUN
cana-2860	74	28	to	to	ADP
cana-2860	74	29	the	the	DET
cana-2860	74	30	programmer	programmer	NOUN
cana-2860	74	31	—	—	PUNCT
cana-2860	74	32	is	be	AUX
cana-2860	74	33	defined	define	VERB
cana-2860	74	34	.	.	PUNCT
cana-2860	75	1	their	their	PRON
cana-2860	75	2	evaluation	evaluation	NOUN
cana-2860	75	3	of	of	ADP
cana-2860	75	4	the	the	DET
cana-2860	75	5	spec	spec	PROPN
cana-2860	75	6	cpu2006	cpu2006	NOUN
cana-2860	75	7	standards	standard	NOUN
cana-2860	75	8	found	find	VERB
cana-2860	75	9	out	out	ADP
cana-2860	75	10	an	an	DET
cana-2860	75	11	excessive	excessive	ADJ
cana-2860	75	12	fraction	fraction	NOUN
cana-2860	75	13	of	of	ADP
cana-2860	75	14	dull	dull	ADJ
cana-2860	75	15	writes	write	NOUN
cana-2860	75	16	.	.	PUNCT
cana-2860	76	1	specifically	specifically	ADV
cana-2860	76	2	,	,	PUNCT
cana-2860	76	3	they	they	PRON
cana-2860	76	4	decided	decide	VERB
cana-2860	76	5	that	that	SCONJ
cana-2860	76	6	the	the	DET
cana-2860	76	7	spec	spec	PROPN
cana-2860	76	8	cpu2006	cpu2006	NOUN
cana-2860	76	9	gcc	gcc	NOUN
cana-2860	76	10	benchmark	benchmark	NOUN
cana-2860	76	11	exhibited	exhibit	VERB
cana-2860	76	12	an	an	DET
cana-2860	76	13	average	average	NOUN
cana-2860	76	14	of	of	ADP
cana-2860	76	15	61	61	NUM
cana-2860	76	16	%	%	NOUN
cana-2860	76	17	useless	useless	ADJ
cana-2860	76	18	writes	write	VERB
cana-2860	76	19	throughout	throughout	ADP
cana-2860	76	20	its	its	PRON
cana-2860	76	21	communications	communication	NOUN
cana-2860	76	22	on	on	ADP
cana-2860	76	23	applied	apply	VERB
cana-2860	76	24	nonlinear	nonlinear	ADJ
cana-2860	76	25	analysis	analysis	NOUN
cana-2860	76	26	issn	issn	NOUN
cana-2860	76	27	:	:	PUNCT
cana-2860	76	28	1074	1074	NUM
cana-2860	76	29	-	-	PUNCT
cana-2860	76	30	133x	133x	NUM
cana-2860	76	31	vol	vol	NOUN
cana-2860	76	32	32	32	NUM
cana-2860	76	33	no	no	NOUN
cana-2860	76	34	.	.	PUNCT
cana-2860	77	1	4s	4s	NUM
cana-2860	77	2	(	(	PUNCT
cana-2860	77	3	2025	2025	NUM
cana-2860	77	4	)	)	PUNCT
cana-2860	77	5	406	406	NUM
cana-2860	77	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-2860	77	7	source	source	NOUN
cana-2860	77	8	inputs	input	NOUN
cana-2860	77	9	.	.	PUNCT
cana-2860	78	1	dead	dead	ADJ
cana-2860	78	2	spy	spy	NOUN
cana-2860	78	3	[	[	X
cana-2860	78	4	41][42	41][42	X
cana-2860	78	5	]	]	PUNCT
cana-2860	78	6	effectively	effectively	ADV
cana-2860	78	7	identifies	identify	VERB
cana-2860	78	8	the	the	DET
cana-2860	78	9	supply	supply	NOUN
cana-2860	78	10	lines	line	NOUN
cana-2860	78	11	contributing	contribute	VERB
cana-2860	78	12	to	to	ADP
cana-2860	78	13	such	such	ADJ
cana-2860	78	14	inefficiencies	inefficiency	NOUN
cana-2860	78	15	.	.	PUNCT
cana-2860	79	1	when	when	SCONJ
cana-2860	79	2	dead	dead	ADJ
cana-2860	79	3	spy	spy	NOUN
cana-2860	79	4	was	be	AUX
cana-2860	79	5	utilized	utilize	VERB
cana-2860	79	6	to	to	PART
cana-2860	79	7	research	research	VERB
cana-2860	79	8	the	the	DET
cana-2860	79	9	reference	reference	NOUN
cana-2860	79	10	executions	execution	NOUN
cana-2860	79	11	of	of	ADP
cana-2860	79	12	the	the	DET
cana-2860	79	13	spec	spec	PROPN
cana-2860	79	14	cpu2006	cpu2006	ADJ
cana-2860	79	15	benchmarks	benchmark	NOUN
cana-2860	79	16	,	,	PUNCT
cana-2860	79	17	it	it	PRON
cana-2860	79	18	determined	determine	VERB
cana-2860	79	19	that	that	SCONJ
cana-2860	79	20	the	the	DET
cana-2860	79	21	integer	integer	NOUN
cana-2860	79	22	benchmarks	benchmark	NOUN
cana-2860	79	23	had	have	VERB
cana-2860	79	24	over	over	ADP
cana-2860	79	25	20	20	NUM
cana-2860	79	26	%	%	NOUN
cana-2860	79	27	dead	dead	ADJ
cana-2860	79	28	writes	write	NOUN
cana-2860	79	29	,	,	PUNCT
cana-2860	79	30	while	while	SCONJ
cana-2860	79	31	the	the	DET
cana-2860	79	32	floatingpoint	floatingpoint	NOUN
cana-2860	79	33	benchmarks	benchmark	NOUN
cana-2860	79	34	had	have	VERB
cana-2860	79	35	over	over	ADP
cana-2860	79	36	9	9	NUM
cana-2860	79	37	%	%	NOUN
cana-2860	79	38	useless	useless	ADJ
cana-2860	79	39	writes	write	NOUN
cana-2860	79	40	.	.	PUNCT
cana-2860	80	1	sometimes	sometimes	ADV
cana-2860	80	2	,	,	PUNCT
cana-2860	80	3	the	the	DET
cana-2860	80	4	spec	spec	PROPN
cana-2860	80	5	cpu2006	cpu2006	NOUN
cana-2860	80	6	403	403	NUM
cana-2860	80	7	.	.	PUNCT
cana-2860	81	1	gcc	gcc	NOUN
cana-2860	81	2	benchmark	benchmark	PROPN
cana-2860	81	3	tested	test	VERB
cana-2860	81	4	as	as	ADV
cana-2860	81	5	many	many	ADJ
cana-2860	81	6	as	as	ADP
cana-2860	81	7	76	76	NUM
cana-2860	81	8	%	%	NOUN
cana-2860	81	9	lifeless	lifeless	ADJ
cana-2860	81	10	writes	write	VERB
cana-2860	81	11	.	.	PUNCT
cana-2860	82	1	they	they	PRON
cana-2860	82	2	observed	observe	VERB
cana-2860	82	3	that	that	SCONJ
cana-2860	82	4	heading	head	VERB
cana-2860	82	5	off	off	ADP
cana-2860	82	6	vain	vain	ADJ
cana-2860	82	7	writes	write	NOUN
cana-2860	82	8	drastically	drastically	ADV
cana-2860	82	9	advanced	advance	VERB
cana-2860	82	10	the	the	DET
cana-2860	82	11	running	running	ADJ
cana-2860	82	12	time	time	NOUN
cana-2860	82	13	of	of	ADP
cana-2860	82	14	gcc	gcc	NOUN
cana-2860	82	15	,	,	PUNCT
cana-2860	82	16	with	with	ADP
cana-2860	82	17	performance	performance	NOUN
cana-2860	82	18	improvements	improvement	NOUN
cana-2860	82	19	of	of	ADP
cana-2860	82	20	up	up	ADP
cana-2860	82	21	to	to	PART
cana-2860	82	22	20	20	NUM
cana-2860	82	23	-	-	PUNCT
cana-2860	82	24	eight	eight	NUM
cana-2860	82	25	for	for	ADP
cana-2860	82	26	a	a	DET
cana-2860	82	27	few	few	ADJ
cana-2860	82	28	inputs	input	NOUN
cana-2860	82	29	and	and	CCONJ
cana-2860	82	30	a	a	DET
cana-2860	82	31	mean	mean	ADJ
cana-2860	82	32	improvement	improvement	NOUN
cana-2860	82	33	of	of	ADP
cana-2860	82	34	14	14	NUM
cana-2860	82	35	%	%	NOUN
cana-2860	82	36	[	[	X
cana-2860	82	37	23][43	23][43	PROPN
cana-2860	82	38	]	]	PUNCT
cana-2860	82	39	.	.	PUNCT
cana-2860	83	1	moreover	moreover	ADV
cana-2860	83	2	,	,	PUNCT
cana-2860	83	3	they	they	PRON
cana-2860	83	4	have	have	VERB
cana-2860	83	5	a	a	DET
cana-2860	83	6	look	look	NOUN
cana-2860	83	7	at	at	ADP
cana-2860	83	8	highlighted	highlight	VERB
cana-2860	83	9	that	that	SCONJ
cana-2860	83	10	employing	employ	VERB
cana-2860	83	11	appropriate	appropriate	ADJ
cana-2860	83	12	information	information	NOUN
cana-2860	83	13	systems	system	NOUN
cana-2860	83	14	,	,	PUNCT
cana-2860	83	15	lightweight	lightweight	NOUN
cana-2860	83	16	abstractions	abstraction	NOUN
cana-2860	83	17	,	,	PUNCT
cana-2860	83	18	and	and	CCONJ
cana-2860	83	19	progressed	progress	VERB
cana-2860	83	20	cooperation	cooperation	NOUN
cana-2860	83	21	amongst	amongst	ADP
cana-2860	83	22	compiler	compiler	NOUN
cana-2860	83	23	optimization	optimization	NOUN
cana-2860	83	24	ranges	range	VERB
cana-2860	83	25	can	can	AUX
cana-2860	83	26	significantly	significantly	ADV
cana-2860	83	27	improve	improve	VERB
cana-2860	83	28	overall	overall	ADJ
cana-2860	83	29	performance	performance	NOUN
cana-2860	83	30	.	.	PUNCT
cana-2860	84	1	simple	simple	ADJ
cana-2860	84	2	code	code	NOUN
cana-2860	84	3	restructuring	restructuring	NOUN
cana-2860	84	4	to	to	PART
cana-2860	84	5	get	get	AUX
cana-2860	84	6	rid	rid	VERB
cana-2860	84	7	of	of	ADP
cana-2860	84	8	useless	useless	ADJ
cana-2860	84	9	writes	write	NOUN
cana-2860	84	10	precipitated	precipitate	VERB
cana-2860	84	11	basic	basic	ADJ
cana-2860	84	12	overall	overall	ADJ
cana-2860	84	13	performance	performance	NOUN
cana-2860	84	14	improvements	improvement	NOUN
cana-2860	84	15	of	of	ADP
cana-2860	84	16	14	14	NUM
cana-2860	84	17	.	.	PUNCT
cana-2860	84	18	3	3	NUM
cana-2860	84	19	%	%	NOUN
cana-2860	84	20	,	,	PUNCT
cana-2860	84	21	15.7	15.7	NUM
cana-2860	84	22	%	%	NOUN
cana-2860	84	23	,	,	PUNCT
cana-2860	84	24	and	and	CCONJ
cana-2860	84	25	7.2	7.2	NUM
cana-2860	84	26	%	%	NOUN
cana-2860	84	27	on	on	ADP
cana-2860	84	28	not	not	PART
cana-2860	84	29	unusual	unusual	ADJ
cana-2860	84	30	for	for	ADP
cana-2860	84	31	gcc	gcc	NOUN
cana-2860	84	32	,	,	PUNCT
cana-2860	84	33	hammer	hammer	NOUN
cana-2860	84	34	,	,	PUNCT
cana-2860	84	35	and	and	CCONJ
cana-2860	84	36	bzip	bzip	NOUN
cana-2860	84	37	,	,	PUNCT
cana-2860	84	38	respectively	respectively	ADV
cana-2860	84	39	[	[	X
cana-2860	84	40	44][45	44][45	X
cana-2860	84	41	]	]	PUNCT
cana-2860	84	42	.	.	PUNCT
cana-2860	85	1	author	author	NOUN
cana-2860	85	2	[	[	X
cana-2860	85	3	13	13	NUM
cana-2860	85	4	]	]	PUNCT
cana-2860	85	5	makes	make	VERB
cana-2860	85	6	use	use	NOUN
cana-2860	85	7	of	of	ADP
cana-2860	85	8	the	the	DET
cana-2860	85	9	inlining	inlining	ADJ
cana-2860	85	10	optimization	optimization	NOUN
cana-2860	85	11	method	method	NOUN
cana-2860	85	12	to	to	PART
cana-2860	85	13	remove	remove	VERB
cana-2860	85	14	the	the	DET
cana-2860	85	15	operating	operating	NOUN
cana-2860	85	16	cost	cost	NOUN
cana-2860	85	17	of	of	ADP
cana-2860	85	18	leaping	leap	VERB
cana-2860	85	19	to	to	ADP
cana-2860	85	20	and	and	CCONJ
cana-2860	85	21	coming	come	VERB
cana-2860	85	22	back	back	ADV
cana-2860	85	23	from	from	ADP
cana-2860	85	24	a	a	DET
cana-2860	85	25	subprogramme	subprogramme	NOUN
cana-2860	85	26	,	,	PUNCT
cana-2860	85	27	effectively	effectively	ADV
cana-2860	85	28	getting	getting	AUX
cana-2860	85	29	rid	rid	VERB
cana-2860	85	30	of	of	ADP
cana-2860	85	31	the	the	DET
cana-2860	85	32	invocation	invocation	NOUN
cana-2860	85	33	operating	operate	VERB
cana-2860	85	34	expense	expense	NOUN
cana-2860	85	35	.	.	PUNCT
cana-2860	86	1	by	by	ADP
cana-2860	86	2	allocating	allocate	VERB
cana-2860	86	3	stack	stack	NOUN
cana-2860	86	4	frames	frame	NOUN
cana-2860	86	5	for	for	ADP
cana-2860	86	6	each	each	DET
cana-2860	86	7	caller	caller	NOUN
cana-2860	86	8	and	and	CCONJ
cana-2860	86	9	callee	callee	VERB
cana-2860	86	10	collectively	collectively	ADV
cana-2860	86	11	and	and	CCONJ
cana-2860	86	12	wiping	wipe	VERB
cana-2860	86	13	out	out	ADP
cana-2860	86	14	the	the	DET
cana-2860	86	15	switch	switch	NOUN
cana-2860	86	16	of	of	ADP
cana-2860	86	17	manipulate	manipulate	NOUN
cana-2860	86	18	,	,	PUNCT
cana-2860	86	19	inlining	inlining	NOUN
cana-2860	86	20	saves	save	VERB
cana-2860	86	21	a	a	DET
cana-2860	86	22	huge	huge	ADJ
cana-2860	86	23	quantity	quantity	NOUN
cana-2860	86	24	of	of	ADP
cana-2860	86	25	execution	execution	NOUN
cana-2860	86	26	time	time	NOUN
cana-2860	86	27	[	[	X
cana-2860	86	28	46][47	46][47	NOUN
cana-2860	86	29	]	]	PUNCT
cana-2860	86	30	.	.	PUNCT
cana-2860	87	1	additionally	additionally	ADV
cana-2860	87	2	,	,	PUNCT
cana-2860	87	3	it	it	PRON
cana-2860	87	4	can	can	AUX
cana-2860	87	5	find	find	VERB
cana-2860	87	6	out	out	ADP
cana-2860	87	7	optimization	optimization	NOUN
cana-2860	87	8	occasions	occasion	NOUN
cana-2860	87	9	for	for	ADP
cana-2860	87	10	each	each	DET
cana-2860	87	11	caller	caller	NOUN
cana-2860	87	12	and	and	CCONJ
cana-2860	87	13	the	the	DET
cana-2860	87	14	inline	inline	ADJ
cana-2860	87	15	device	device	NOUN
cana-2860	87	16	's	's	PART
cana-2860	87	17	body	body	NOUN
cana-2860	87	18	through	through	ADP
cana-2860	87	19	adjustments	adjustment	NOUN
cana-2860	87	20	like	like	ADP
cana-2860	87	21	not	not	PART
cana-2860	87	22	unusual	unusual	ADJ
cana-2860	87	23	subexpression	subexpression	NOUN
cana-2860	87	24	removal	removal	NOUN
cana-2860	87	25	,	,	PUNCT
cana-2860	87	26	dead	dead	ADJ
cana-2860	87	27	code	code	NOUN
cana-2860	87	28	removal	removal	NOUN
cana-2860	87	29	,	,	PUNCT
cana-2860	87	30	and	and	CCONJ
cana-2860	87	31	copy	copy	VERB
cana-2860	87	32	propagation	propagation	NOUN
cana-2860	87	33	.	.	PUNCT
cana-2860	88	1	however	however	ADV
cana-2860	88	2	,	,	PUNCT
cana-2860	88	3	the	the	DET
cana-2860	88	4	primary	primary	ADJ
cana-2860	88	5	downside	downside	NOUN
cana-2860	88	6	of	of	ADP
cana-2860	88	7	inlining	inlining	NOUN
cana-2860	88	8	is	be	AUX
cana-2860	88	9	that	that	SCONJ
cana-2860	88	10	it	it	PRON
cana-2860	88	11	increases	increase	VERB
cana-2860	88	12	code	code	NOUN
cana-2860	88	13	length	length	NOUN
cana-2860	88	14	,	,	PUNCT
cana-2860	88	15	resulting	result	VERB
cana-2860	88	16	in	in	ADP
cana-2860	88	17	somewhat	somewhat	ADV
cana-2860	88	18	large	large	ADJ
cana-2860	88	19	workable	workable	ADJ
cana-2860	88	20	documents	document	NOUN
cana-2860	88	21	[	[	X
cana-2860	88	22	13][48	13][48	NUM
cana-2860	88	23	]	]	PUNCT
cana-2860	88	24	.	.	PUNCT
cana-2860	89	1	in	in	ADP
cana-2860	89	2	this	this	DET
cana-2860	89	3	context	context	NOUN
cana-2860	89	4	,	,	PUNCT
cana-2860	89	5	the	the	DET
cana-2860	89	6	inlining	inlining	NOUN
cana-2860	89	7	offers	offer	VERB
cana-2860	89	8	a	a	DET
cana-2860	89	9	possibility	possibility	NOUN
cana-2860	89	10	for	for	ADP
cana-2860	89	11	extreme	extreme	ADJ
cana-2860	89	12	optimization	optimization	NOUN
cana-2860	89	13	within	within	ADP
cana-2860	89	14	the	the	DET
cana-2860	89	15	code	code	NOUN
cana-2860	89	16	through	through	ADP
cana-2860	89	17	dead	dead	ADJ
cana-2860	89	18	code	code	NOUN
cana-2860	89	19	removal	removal	NOUN
cana-2860	89	20	,	,	PUNCT
cana-2860	89	21	ordinary	ordinary	ADJ
cana-2860	89	22	subexpression	subexpression	NOUN
cana-2860	89	23	removal	removal	NOUN
cana-2860	89	24	,	,	PUNCT
cana-2860	89	25	and	and	CCONJ
cana-2860	89	26	copy	copy	VERB
cana-2860	89	27	transmission	transmission	NOUN
cana-2860	89	28	.	.	PUNCT
cana-2860	90	1	therefore	therefore	ADV
cana-2860	90	2	,	,	PUNCT
cana-2860	90	3	all	all	DET
cana-2860	90	4	the	the	DET
cana-2860	90	5	inlining	inlining	NOUN
cana-2860	90	6	,	,	PUNCT
cana-2860	90	7	not	not	PART
cana-2860	90	8	unusual	unusual	ADJ
cana-2860	90	9	subexpression	subexpression	NOUN
cana-2860	90	10	elimination	elimination	NOUN
cana-2860	90	11	,	,	PUNCT
cana-2860	90	12	and	and	CCONJ
cana-2860	90	13	dead	dead	ADJ
cana-2860	90	14	code	code	NOUN
cana-2860	90	15	elimination	elimination	NOUN
cana-2860	90	16	optimization	optimization	NOUN
cana-2860	90	17	gorges	gorge	NOUN
cana-2860	90	18	were	be	AUX
cana-2860	90	19	supported	support	VERB
cana-2860	90	20	,	,	PUNCT
cana-2860	90	21	respectively	respectively	ADV
cana-2860	90	22	,	,	PUNCT
cana-2860	90	23	to	to	PART
cana-2860	90	24	have	have	VERB
cana-2860	90	25	a	a	DET
cana-2860	90	26	look	look	NOUN
cana-2860	90	27	at	at	ADP
cana-2860	90	28	the	the	DET
cana-2860	90	29	overall	overall	ADJ
cana-2860	90	30	overall	overall	ADJ
cana-2860	90	31	performance	performance	NOUN
cana-2860	90	32	consequences	consequence	NOUN
cana-2860	90	33	.	.	PUNCT
cana-2860	91	1	applying	apply	VERB
cana-2860	91	2	all	all	DET
cana-2860	91	3	three	three	NUM
cana-2860	91	4	passes	pass	NOUN
cana-2860	91	5	collectively	collectively	ADV
cana-2860	91	6	brought	bring	VERB
cana-2860	91	7	about	about	ADP
cana-2860	91	8	a	a	DET
cana-2860	91	9	44	44	NUM
cana-2860	91	10	%	%	NOUN
cana-2860	91	11	boom	boom	NOUN
cana-2860	91	12	in	in	ADP
cana-2860	91	13	runtime	runtime	NOUN
cana-2860	91	14	[	[	X
cana-2860	91	15	13][49	13][49	X
cana-2860	91	16	]	]	X
cana-2860	91	17	.	.	PUNCT
cana-2860	92	1	as	as	SCONJ
cana-2860	92	2	verified	verify	VERB
cana-2860	92	3	within	within	ADP
cana-2860	92	4	the	the	DET
cana-2860	92	5	runtime	runtime	NOUN
cana-2860	92	6	evaluation	evaluation	NOUN
cana-2860	92	7	,	,	PUNCT
cana-2860	92	8	higher	high	ADJ
cana-2860	92	9	runtime	runtime	NOUN
cana-2860	92	10	typical	typical	ADJ
cana-2860	92	11	performance	performance	NOUN
cana-2860	92	12	was	be	AUX
cana-2860	92	13	achieved	achieve	VERB
cana-2860	92	14	even	even	ADV
cana-2860	92	15	as	as	ADP
cana-2860	92	16	all	all	DET
cana-2860	92	17	3	3	NUM
cana-2860	92	18	passes	pass	NOUN
cana-2860	92	19	—	—	PUNCT
cana-2860	92	20	inlining	inlining	ADJ
cana-2860	92	21	,	,	PUNCT
cana-2860	92	22	not	not	PART
cana-2860	92	23	unusual	unusual	ADJ
cana-2860	92	24	subexpression	subexpression	NOUN
cana-2860	92	25	removal	removal	NOUN
cana-2860	92	26	(	(	PUNCT
cana-2860	92	27	cse	cse	NOUN
cana-2860	92	28	)	)	PUNCT
cana-2860	92	29	,	,	PUNCT
cana-2860	92	30	and	and	CCONJ
cana-2860	92	31	dead	dead	ADJ
cana-2860	92	32	code	code	NOUN
cana-2860	92	33	elimination	elimination	NOUN
cana-2860	92	34	(	(	PUNCT
cana-2860	92	35	dce	dce	PROPN
cana-2860	92	36	)	)	PUNCT
cana-2860	92	37	—	—	PUNCT
cana-2860	92	38	had	have	AUX
cana-2860	92	39	been	be	AUX
cana-2860	92	40	enabled	enable	VERB
cana-2860	92	41	at	at	ADP
cana-2860	92	42	some	some	DET
cana-2860	92	43	point	point	NOUN
cana-2860	92	44	of	of	ADP
cana-2860	92	45	compilation	compilation	NOUN
cana-2860	92	46	.	.	PUNCT
cana-2860	93	1	however	however	ADV
cana-2860	93	2	,	,	PUNCT
cana-2860	93	3	a	a	DET
cana-2860	93	4	big	big	ADJ
cana-2860	93	5	boom	boom	NOUN
cana-2860	93	6	in	in	ADP
cana-2860	93	7	bring	bring	VERB
cana-2860	93	8	collective	collective	ADJ
cana-2860	93	9	time	time	NOUN
cana-2860	93	10	with	with	ADP
cana-2860	93	11	the	the	DET
cana-2860	93	12	resource	resource	NOUN
cana-2860	93	13	of	of	ADP
cana-2860	93	14	772	772	NUM
cana-2860	93	15	%	%	NOUN
cana-2860	93	16	changed	change	VERB
cana-2860	93	17	into	into	ADP
cana-2860	93	18	located	locate	VERB
cana-2860	93	19	in	in	ADP
cana-2860	93	20	assessment	assessment	NOUN
cana-2860	93	21	to	to	ADP
cana-2860	93	22	compilation	compilation	NOUN
cana-2860	93	23	and	and	CCONJ
cana-2860	93	24	no	no	ADV
cana-2860	93	25	longer	long	ADV
cana-2860	93	26	the	the	DET
cana-2860	93	27	use	use	NOUN
cana-2860	93	28	of	of	ADP
cana-2860	93	29	a	a	DET
cana-2860	93	30	optimization	optimization	NOUN
cana-2860	93	31	.	.	PUNCT
cana-2860	94	1	thus	thus	ADV
cana-2860	94	2	,	,	PUNCT
cana-2860	94	3	enabling	enable	VERB
cana-2860	94	4	all	all	DET
cana-2860	94	5	these	these	DET
cana-2860	94	6	optimizations	optimization	NOUN
cana-2860	94	7	collected	collect	VERB
cana-2860	94	8	seems	seem	VERB
cana-2860	94	9	to	to	PART
cana-2860	94	10	be	be	AUX
cana-2860	94	11	highly	highly	ADV
cana-2860	94	12	priced	price	VERB
cana-2860	94	13	in	in	ADP
cana-2860	94	14	terms	term	NOUN
cana-2860	94	15	of	of	ADP
cana-2860	94	16	bringing	bring	VERB
cana-2860	94	17	together	together	ADV
cana-2860	94	18	time	time	NOUN
cana-2860	94	19	[	[	X
cana-2860	94	20	50	50	NUM
cana-2860	94	21	]	]	PUNCT
cana-2860	94	22	.	.	PUNCT
cana-2860	95	1	it	it	PRON
cana-2860	95	2	is	be	AUX
cana-2860	95	3	apparent	apparent	ADJ
cana-2860	95	4	that	that	SCONJ
cana-2860	95	5	allowing	allow	VERB
cana-2860	95	6	the	the	DET
cana-2860	95	7	advanced	advanced	ADJ
cana-2860	95	8	passes	pass	NOUN
cana-2860	95	9	during	during	ADP
cana-2860	95	10	compilation	compilation	NOUN
cana-2860	95	11	reduces	reduce	VERB
cana-2860	95	12	runtime	runtime	NOUN
cana-2860	95	13	and	and	CCONJ
cana-2860	95	14	increases	increase	VERB
cana-2860	95	15	compile	compile	NOUN
cana-2860	95	16	time	time	NOUN
cana-2860	95	17	[	[	X
cana-2860	95	18	51][52	51][52	NUM
cana-2860	95	19	]	]	PUNCT
cana-2860	95	20	.	.	PUNCT
cana-2860	96	1	despite	despite	SCONJ
cana-2860	96	2	the	the	DET
cana-2860	96	3	sizable	sizable	ADJ
cana-2860	96	4	boom	boom	NOUN
cana-2860	96	5	in	in	ADP
cana-2860	96	6	acquire	acquire	NOUN
cana-2860	96	7	time	time	NOUN
cana-2860	96	8	,	,	PUNCT
cana-2860	96	9	the	the	DET
cana-2860	96	10	check	check	NOUN
cana-2860	96	11	makes	make	VERB
cana-2860	96	12	a	a	DET
cana-2860	96	13	specialty	specialty	NOUN
cana-2860	96	14	of	of	ADP
cana-2860	96	15	the	the	DET
cana-2860	96	16	decrease	decrease	NOUN
cana-2860	96	17	in	in	ADP
cana-2860	96	18	runtime	runtime	NOUN
cana-2860	96	19	,	,	PUNCT
cana-2860	96	20	as	as	SCONJ
cana-2860	96	21	the	the	DET
cana-2860	96	22	runtime	runtime	NOUN
cana-2860	96	23	is	be	AUX
cana-2860	96	24	of	of	ADP
cana-2860	96	25	essential	essential	ADJ
cana-2860	96	26	trouble	trouble	NOUN
cana-2860	96	27	[	[	X
cana-2860	96	28	53	53	NUM
cana-2860	96	29	]	]	PUNCT
cana-2860	96	30	.	.	PUNCT
cana-2860	97	1	therefore	therefore	ADV
cana-2860	97	2	,	,	PUNCT
cana-2860	97	3	the	the	DET
cana-2860	97	4	test	test	NOUN
cana-2860	97	5	overlooks	overlook	VERB
cana-2860	97	6	the	the	DET
cana-2860	97	7	large	large	ADJ
cana-2860	97	8	increase	increase	NOUN
cana-2860	97	9	in	in	ADP
cana-2860	97	10	gather	gather	NOUN
cana-2860	97	11	time	time	NOUN
cana-2860	97	12	even	even	ADV
cana-2860	97	13	as	as	ADP
cana-2860	97	14	measuring	measure	VERB
cana-2860	97	15	common	common	ADJ
cana-2860	97	16	overall	overall	ADJ
cana-2860	97	17	performance	performance	NOUN
cana-2860	97	18	.	.	PUNCT
cana-2860	98	1	additionally	additionally	ADV
cana-2860	98	2	,	,	PUNCT
cana-2860	98	3	in	in	ADP
cana-2860	98	4	view	view	NOUN
cana-2860	98	5	that	that	SCONJ
cana-2860	98	6	assembles	assemble	VERB
cana-2860	98	7	time	time	NOUN
cana-2860	98	8	remains	remain	VERB
cana-2860	98	9	static	static	ADJ
cana-2860	98	10	no	no	ADV
cana-2860	98	11	matter	matter	ADV
cana-2860	98	12	the	the	DET
cana-2860	98	13	input	input	NOUN
cana-2860	98	14	length	length	NOUN
cana-2860	98	15	,	,	PUNCT
cana-2860	98	16	the	the	DET
cana-2860	98	17	results	result	NOUN
cana-2860	98	18	show	show	VERB
cana-2860	98	19	off	off	ADP
cana-2860	98	20	higher	high	ADJ
cana-2860	98	21	performance	performance	NOUN
cana-2860	98	22	at	at	ADP
cana-2860	98	23	a	a	DET
cana-2860	98	24	lower	lower	ADV
cana-2860	98	25	priced	price	VERB
cana-2860	98	26	cost	cost	NOUN
cana-2860	98	27	[	[	X
cana-2860	98	28	13	13	NUM
cana-2860	98	29	]	]	PUNCT
cana-2860	98	30	.	.	PUNCT
cana-2860	99	1	in	in	ADP
cana-2860	99	2	this	this	DET
cana-2860	99	3	study	study	NOUN
cana-2860	99	4	paper	paper	NOUN
cana-2860	99	5	[	[	X
cana-2860	99	6	25	25	NUM
cana-2860	99	7	]	]	PUNCT
cana-2860	99	8	,	,	PUNCT
cana-2860	99	9	they	they	PRON
cana-2860	99	10	constructed	construct	VERB
cana-2860	99	11	a	a	DET
cana-2860	99	12	system	system	NOUN
cana-2860	99	13	of	of	ADP
cana-2860	99	14	restraints	restraint	NOUN
cana-2860	99	15	equal	equal	ADJ
cana-2860	99	16	to	to	ADP
cana-2860	99	17	a	a	DET
cana-2860	99	18	machine	machine	NOUN
cana-2860	99	19	of	of	ADP
cana-2860	99	20	equations	equation	NOUN
cana-2860	99	21	,	,	PUNCT
cana-2860	99	22	in	in	ADP
cana-2860	99	23	which	which	PRON
cana-2860	99	24	a	a	DET
cana-2860	99	25	constraint	constraint	NOUN
cana-2860	99	26	〖	〖	NOUN
cana-2860	99	27	π〗_1≥	π〗_1≥	NOUN
cana-2860	99	28	π_2	π_2	PROPN
cana-2860	99	29	is	be	AUX
cana-2860	99	30	rewritten	rewrite	VERB
cana-2860	99	31	as	as	ADP
cana-2860	99	32	π_1	π_1	NOUN
cana-2860	99	33	=	=	SYM
cana-2860	99	34	π_1∨π_2	π_1∨π_2	X
cana-2860	99	35	,	,	PUNCT
cana-2860	99	36	with	with	ADP
cana-2860	99	37	∨	∨	NUM
cana-2860	99	38	being	be	AUX
cana-2860	99	39	the	the	DET
cana-2860	99	40	least	least	ADJ
cana-2860	99	41	high	high	ADJ
cana-2860	99	42	bound	bind	VERB
cana-2860	99	43	operative	operative	NOUN
cana-2860	99	44	for	for	ADP
cana-2860	99	45	6	6	NUM
cana-2860	99	46	.	.	PUNCT
cana-2860	100	1	the	the	DET
cana-2860	100	2	true	true	ADJ
cana-2860	100	3	components	component	NOUN
cana-2860	100	4	of	of	ADP
cana-2860	100	5	those	those	DET
cana-2860	100	6	equations	equation	NOUN
cana-2860	100	7	are	be	AUX
cana-2860	100	8	monotonic	monotonic	ADJ
cana-2860	100	9	,	,	PUNCT
cana-2860	100	10	making	make	VERB
cana-2860	100	11	sure	sure	ADJ
cana-2860	100	12	the	the	DET
cana-2860	100	13	lifestyles	lifestyle	NOUN
cana-2860	100	14	of	of	ADP
cana-2860	100	15	an	an	DET
cana-2860	100	16	exclusive	exclusive	ADJ
cana-2860	100	17	least	least	ADJ
cana-2860	100	18	answer	answer	NOUN
cana-2860	100	19	.	.	PUNCT
cana-2860	101	1	opting	opt	VERB
cana-2860	101	2	for	for	ADP
cana-2860	101	3	the	the	DET
cana-2860	101	4	least	least	ADJ
cana-2860	101	5	answer	answer	NOUN
cana-2860	101	6	permits	permit	NOUN
cana-2860	101	7	for	for	SCONJ
cana-2860	101	8	the	the	DET
cana-2860	101	9	maximum	maximum	ADJ
cana-2860	101	10	dead	dead	ADJ
cana-2860	101	11	code	code	NOUN
cana-2860	101	12	to	to	PART
cana-2860	101	13	be	be	AUX
cana-2860	101	14	eliminated	eliminate	VERB
cana-2860	101	15	.	.	PUNCT
cana-2860	102	1	communications	communication	NOUN
cana-2860	102	2	on	on	ADP
cana-2860	102	3	applied	apply	VERB
cana-2860	102	4	nonlinear	nonlinear	ADJ
cana-2860	102	5	analysis	analysis	NOUN
cana-2860	102	6	issn	issn	NOUN
cana-2860	102	7	:	:	PUNCT
cana-2860	102	8	1074	1074	NUM
cana-2860	102	9	-	-	PUNCT
cana-2860	102	10	133x	133x	NUM
cana-2860	102	11	vol	vol	NOUN
cana-2860	102	12	32	32	NUM
cana-2860	102	13	no	no	NOUN
cana-2860	102	14	.	.	PUNCT
cana-2860	103	1	4s	4s	NUM
cana-2860	103	2	(	(	PUNCT
cana-2860	103	3	2025	2025	NUM
cana-2860	103	4	)	)	PUNCT
cana-2860	103	5	407	407	NUM
cana-2860	103	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	103	7	the	the	DET
cana-2860	103	8	analysis	analysis	NOUN
cana-2860	103	9	modified	modify	VERB
cana-2860	103	10	into	into	ADP
cana-2860	103	11	implemented	implement	VERB
cana-2860	103	12	in	in	ADP
cana-2860	103	13	a	a	DET
cana-2860	103	14	prototype	prototype	NOUN
cana-2860	103	15	system	system	NOUN
cana-2860	103	16	,	,	PUNCT
cana-2860	103	17	utilizing	utilize	VERB
cana-2860	103	18	the	the	DET
cana-2860	103	19	synthesist	synthesist	NOUN
cana-2860	103	20	maker	maker	NOUN
cana-2860	103	21	.	.	PUNCT
cana-2860	104	1	the	the	DET
cana-2860	104	2	set	set	NOUN
cana-2860	104	3	of	of	ADP
cana-2860	104	4	rules	rule	NOUN
cana-2860	104	5	for	for	ADP
cana-2860	104	6	simplifying	simplify	VERB
cana-2860	104	7	the	the	DET
cana-2860	104	8	parsing	parsing	NOUN
cana-2860	104	9	has	have	AUX
cana-2860	104	10	become	become	AUX
cana-2860	104	11	written	write	VERB
cana-2860	104	12	in	in	ADP
cana-2860	104	13	the	the	DET
cana-2860	104	14	synthesist	synthesist	NOUN
cana-2860	104	15	maker	maker	NOUN
cana-2860	104	16	scripting	scripting	NOUN
cana-2860	104	17	language	language	NOUN
cana-2860	104	18	,	,	PUNCT
cana-2860	104	19	stk	stk	PROPN
cana-2860	104	20	,	,	PUNCT
cana-2860	104	21	a	a	DET
cana-2860	104	22	dialect	dialect	NOUN
cana-2860	104	23	of	of	ADP
cana-2860	104	24	scheme	scheme	NOUN
cana-2860	104	25	,	,	PUNCT
cana-2860	104	26	together	together	ADV
cana-2860	104	27	with	with	ADP
cana-2860	104	28	about	about	ADV
cana-2860	104	29	three	three	NUM
cana-2860	104	30	hundred	hundred	NUM
cana-2860	104	31	traces	trace	NOUN
cana-2860	104	32	of	of	ADP
cana-2860	104	33	code	code	NOUN
cana-2860	104	34	.	.	PUNCT
cana-2860	105	1	other	other	ADJ
cana-2860	105	2	components	component	NOUN
cana-2860	105	3	of	of	ADP
cana-2860	105	4	the	the	DET
cana-2860	105	5	device	device	NOUN
cana-2860	105	6	facilitated	facilitate	VERB
cana-2860	105	7	application	application	NOUN
cana-2860	105	8	enhancing	enhancing	NOUN
cana-2860	105	9	,	,	PUNCT
cana-2860	105	10	nonterminal	nonterminal	ADJ
cana-2860	105	11	display	display	NOUN
cana-2860	105	12	at	at	ADP
cana-2860	105	13	application	application	NOUN
cana-2860	105	14	factors	factor	NOUN
cana-2860	105	15	,	,	PUNCT
cana-2860	105	16	grammar	grammar	NOUN
cana-2860	105	17	creation	creation	NOUN
cana-2860	105	18	,	,	PUNCT
cana-2860	105	19	dead	dead	ADJ
cana-2860	105	20	code	code	NOUN
cana-2860	105	21	highlighting	highlighting	NOUN
cana-2860	105	22	,	,	PUNCT
cana-2860	105	23	and	and	CCONJ
cana-2860	105	24	many	many	ADJ
cana-2860	105	25	others	other	NOUN
cana-2860	105	26	.	.	PUNCT
cana-2860	105	27	,	,	PUNCT
cana-2860	105	28	comprising	comprise	VERB
cana-2860	105	29	about	about	ADP
cana-2860	105	30	5000	5000	NUM
cana-2860	105	31	lines	line	NOUN
cana-2860	105	32	of	of	ADP
cana-2860	105	33	ssl	ssl	PROPN
cana-2860	105	34	,	,	PUNCT
cana-2860	105	35	the	the	DET
cana-2860	105	36	synthesist	synthesist	NOUN
cana-2860	105	37	maker	maker	NOUN
cana-2860	105	38	specification	specification	NOUN
cana-2860	105	39	language	language	NOUN
cana-2860	105	40	.	.	PUNCT
cana-2860	106	1	all	all	PRON
cana-2860	106	2	grammars	grammar	VERB
cana-2860	106	3	for	for	ADP
cana-2860	106	4	the	the	DET
cana-2860	106	5	examples	example	NOUN
cana-2860	106	6	in	in	ADP
cana-2860	106	7	the	the	DET
cana-2860	106	8	paper	paper	NOUN
cana-2860	106	9	had	have	AUX
cana-2860	106	10	been	be	AUX
cana-2860	106	11	routinely	routinely	ADV
cana-2860	106	12	created	create	VERB
cana-2860	106	13	using	use	VERB
cana-2860	106	14	the	the	DET
cana-2860	106	15	machine	machine	NOUN
cana-2860	106	16	.	.	PUNCT
cana-2860	107	1	the	the	DET
cana-2860	107	2	decreased	decrease	VERB
cana-2860	107	3	programs	program	NOUN
cana-2860	107	4	always	always	ADV
cana-2860	107	5	exhibited	exhibit	VERB
cana-2860	107	6	improved	improved	ADJ
cana-2860	107	7	runtime	runtime	NOUN
cana-2860	107	8	,	,	PUNCT
cana-2860	107	9	reduced	reduce	VERB
cana-2860	107	10	space	space	NOUN
cana-2860	107	11	utilization	utilization	NOUN
cana-2860	107	12	,	,	PUNCT
cana-2860	107	13	and	and	CCONJ
cana-2860	107	14	smaller	small	ADJ
cana-2860	107	15	code	code	NOUN
cana-2860	107	16	sizes	size	NOUN
cana-2860	107	17	,	,	PUNCT
cana-2860	107	18	with	with	ADP
cana-2860	107	19	speedup	speedup	NOUN
cana-2860	107	20	often	often	ADV
cana-2860	107	21	being	be	AUX
cana-2860	107	22	asymptotic	asymptotic	ADJ
cana-2860	107	23	.	.	PUNCT
cana-2860	108	1	intended	intend	VERB
cana-2860	108	2	for	for	ADP
cana-2860	108	3	instance	instance	NOUN
cana-2860	108	4	,	,	PUNCT
cana-2860	108	5	vain	vain	ADJ
cana-2860	108	6	code	code	NOUN
cana-2860	108	7	elimination	elimination	NOUN
cana-2860	108	8	enabled	enable	VERB
cana-2860	108	9	incremental	incremental	ADJ
cana-2860	108	10	selection	selection	NOUN
cana-2860	108	11	type	type	NOUN
cana-2860	108	12	to	to	ADP
cana-2860	108	13	transition	transition	NOUN
cana-2860	108	14	from	from	ADP
cana-2860	108	15	o(n2	o(n2	ADJ
cana-2860	108	16	)	)	PUNCT
cana-2860	108	17	time	time	NOUN
cana-2860	108	18	to	to	ADP
cana-2860	108	19	o(n	o(n	NUM
cana-2860	108	20	)	)	PUNCT
cana-2860	108	21	time	time	NOUN
cana-2860	109	1	[	[	X
cana-2860	109	2	25	25	NUM
cana-2860	109	3	]	]	PUNCT
cana-2860	109	4	.	.	PUNCT
cana-2860	110	1	the	the	DET
cana-2860	110	2	range	range	NOUN
cana-2860	110	3	of	of	ADP
cana-2860	110	4	dead	dead	ADJ
cana-2860	110	5	application	application	NOUN
cana-2860	110	6	points	point	NOUN
cana-2860	110	7	varies	vary	VERB
cana-2860	110	8	depending	depend	VERB
cana-2860	110	9	on	on	ADP
cana-2860	110	10	this	this	DET
cana-2860	110	11	system	system	NOUN
cana-2860	110	12	and	and	CCONJ
cana-2860	110	13	the	the	DET
cana-2860	110	14	feature	feature	NOUN
cana-2860	110	15	of	of	ADP
cana-2860	110	16	interest	interest	NOUN
cana-2860	110	17	.	.	PUNCT
cana-2860	111	1	for	for	ADP
cana-2860	111	2	libraries	library	NOUN
cana-2860	111	3	like	like	ADP
cana-2860	111	4	calends	calend	NOUN
cana-2860	111	5	,	,	PUNCT
cana-2860	111	6	good	good	ADJ
cana-2860	111	7	-	-	PUNCT
cana-2860	111	8	sized	sized	ADJ
cana-2860	111	9	dead	dead	ADJ
cana-2860	111	10	code	code	NOUN
cana-2860	111	11	become	become	AUX
cana-2860	111	12	identified	identify	VERB
cana-2860	111	13	,	,	PUNCT
cana-2860	111	14	at	at	ADP
cana-2860	111	15	the	the	DET
cana-2860	111	16	same	same	ADJ
cana-2860	111	17	time	time	NOUN
cana-2860	111	18	as	as	ADP
cana-2860	111	19	for	for	ADP
cana-2860	111	20	takr	takr	NOUN
cana-2860	111	21	,	,	PUNCT
cana-2860	111	22	nearly	nearly	ADV
cana-2860	111	23	all	all	PRON
cana-2860	111	24	capabilities	capability	NOUN
cana-2860	111	25	aside	aside	ADV
cana-2860	111	26	from	from	ADP
cana-2860	111	27	the	the	DET
cana-2860	111	28	purpose	purpose	NOUN
cana-2860	111	29	pressure	pressure	NOUN
cana-2860	111	30	characteristic	characteristic	ADJ
cana-2860	111	31	run	run	NOUN
cana-2860	111	32	-	-	PUNCT
cana-2860	111	33	take	take	NOUN
cana-2860	111	34	were	be	AUX
cana-2860	111	35	concerned	concern	VERB
cana-2860	111	36	with	with	ADP
cana-2860	111	37	calling	call	VERB
cana-2860	111	38	every	every	PRON
cana-2860	111	39	different	different	ADJ
cana-2860	111	40	.	.	PUNCT
cana-2860	112	1	highlighting	highlight	VERB
cana-2860	112	2	facilitated	facilitate	VERB
cana-2860	112	3	the	the	DET
cana-2860	112	4	visualization	visualization	NOUN
cana-2860	112	5	of	of	ADP
cana-2860	112	6	resulting	result	VERB
cana-2860	112	7	stay	stay	NOUN
cana-2860	112	8	or	or	CCONJ
cana-2860	112	9	lifeless	lifeless	ADJ
cana-2860	112	10	slices	slice	NOUN
cana-2860	112	11	.	.	PUNCT
cana-2860	113	1	in	in	ADP
cana-2860	113	2	calends	calend	NOUN
cana-2860	113	3	,	,	PUNCT
cana-2860	113	4	as	as	ADP
cana-2860	113	5	an	an	DET
cana-2860	113	6	example	example	NOUN
cana-2860	113	7	,	,	PUNCT
cana-2860	113	8	exceptional	exceptional	ADJ
cana-2860	113	9	the	the	DET
cana-2860	113	10	slice	slice	NOUN
cana-2860	113	11	for	for	ADP
cana-2860	113	12	date	date	NOUN
cana-2860	113	13	,	,	PUNCT
cana-2860	113	14	not	not	PART
cana-2860	113	15	year	year	NOUN
cana-2860	113	16	or	or	CCONJ
cana-2860	113	17	month	month	NOUN
cana-2860	113	18	,	,	PUNCT
cana-2860	113	19	has	have	AUX
cana-2860	113	20	become	become	VERB
cana-2860	113	21	necessary	necessary	ADJ
cana-2860	113	22	[	[	X
cana-2860	113	23	25	25	NUM
cana-2860	113	24	]	]	PUNCT
cana-2860	113	25	.	.	PUNCT
cana-2860	114	1	the	the	DET
cana-2860	114	2	range	range	NOUN
cana-2860	114	3	of	of	ADP
cana-2860	114	4	preliminary	preliminary	ADJ
cana-2860	114	5	productions	production	NOUN
cana-2860	114	6	changed	change	VERB
cana-2860	114	7	into	into	ADP
cana-2860	114	8	a	a	DET
cana-2860	114	9	form	form	NOUN
cana-2860	114	10	of	of	ADP
cana-2860	114	11	linear	linear	NOUN
cana-2860	114	12	in	in	ADP
cana-2860	114	13	the	the	DET
cana-2860	114	14	size	size	NOUN
cana-2860	114	15	of	of	ADP
cana-2860	114	16	the	the	DET
cana-2860	114	17	given	give	VERB
cana-2860	114	18	software	software	NOUN
cana-2860	114	19	,	,	PUNCT
cana-2860	114	20	at	at	ADP
cana-2860	114	21	the	the	DET
cana-2860	114	22	same	same	ADJ
cana-2860	114	23	time	time	NOUN
cana-2860	114	24	as	as	SCONJ
cana-2860	114	25	the	the	DET
cana-2860	114	26	form	form	NOUN
cana-2860	114	27	of	of	ADP
cana-2860	114	28	resulting	result	VERB
cana-2860	114	29	productions	production	NOUN
cana-2860	114	30	became	become	VERB
cana-2860	114	31	about	about	ADP
cana-2860	114	32	linear	linear	NOUN
cana-2860	114	33	in	in	ADP
cana-2860	114	34	the	the	DET
cana-2860	114	35	range	range	NOUN
cana-2860	114	36	of	of	ADP
cana-2860	114	37	stay	stay	NOUN
cana-2860	114	38	software	software	NOUN
cana-2860	114	39	elements	element	NOUN
cana-2860	114	40	.	.	PUNCT
cana-2860	115	1	six	six	NUM
cana-2860	115	2	in	in	ADP
cana-2860	115	3	this	this	DET
cana-2860	115	4	paper	paper	NOUN
cana-2860	115	5	,	,	PUNCT
cana-2860	115	6	they	they	PRON
cana-2860	115	7	’ve	’ve	AUX
cana-2860	115	8	implemented	implement	VERB
cana-2860	115	9	cxprop	cxprop	NOUN
cana-2860	115	10	to	to	ADP
cana-2860	115	11	research	research	NOUN
cana-2860	115	12	embedded	embed	VERB
cana-2860	115	13	and	and	CCONJ
cana-2860	115	14	computing	computing	NOUN
cana-2860	115	15	tool	tool	NOUN
cana-2860	115	16	programs	program	NOUN
cana-2860	115	17	.	.	PUNCT
cana-2860	116	1	when	when	SCONJ
cana-2860	116	2	carried	carry	VERB
cana-2860	116	3	out	out	ADP
cana-2860	116	4	to	to	ADP
cana-2860	116	5	tinyos	tinyos	ADJ
cana-2860	116	6	applications	application	NOUN
cana-2860	116	7	,	,	PUNCT
cana-2860	116	8	cxprop	cxprop	NOUN
cana-2860	116	9	[	[	X
cana-2860	116	10	27	27	NUM
cana-2860	116	11	]	]	PUNCT
cana-2860	116	12	demonstrates	demonstrate	VERB
cana-2860	116	13	a	a	DET
cana-2860	116	14	reduction	reduction	NOUN
cana-2860	116	15	in	in	ADP
cana-2860	116	16	code	code	NOUN
cana-2860	116	17	size	size	NOUN
cana-2860	116	18	by	by	ADP
cana-2860	116	19	using	use	VERB
cana-2860	116	20	a	a	DET
cana-2860	116	21	median	median	NOUN
cana-2860	116	22	of	of	ADP
cana-2860	116	23	9.2	9.2	NUM
cana-2860	116	24	%	%	NOUN
cana-2860	116	25	and	and	CCONJ
cana-2860	116	26	identifies	identify	VERB
cana-2860	116	27	that	that	SCONJ
cana-2860	116	28	8.2	8.2	NUM
cana-2860	116	29	%	%	NOUN
cana-2860	116	30	of	of	ADP
cana-2860	116	31	the	the	DET
cana-2860	116	32	distance	distance	NOUN
cana-2860	116	33	allocated	allocate	VERB
cana-2860	116	34	to	to	ADP
cana-2860	116	35	international	international	ADJ
cana-2860	116	36	variables	variable	NOUN
cana-2860	116	37	is	be	AUX
cana-2860	116	38	n't	not	PART
cana-2860	116	39	sensible	sensible	ADJ
cana-2860	116	40	.	.	PUNCT
cana-2860	117	1	cxprop	cxprop	NOUN
cana-2860	117	2	can	can	AUX
cana-2860	117	3	execute	execute	VERB
cana-2860	117	4	three	three	NUM
cana-2860	117	5	top	top	ADJ
cana-2860	117	6	notch	notch	ADJ
cana-2860	117	7	software	software	NOUN
cana-2860	117	8	program	program	NOUN
cana-2860	117	9	variations	variation	NOUN
cana-2860	117	10	.	.	PUNCT
cana-2860	118	1	the	the	DET
cana-2860	118	2	first	first	ADJ
cana-2860	118	3	involves	involve	VERB
cana-2860	118	4	replacing	replace	VERB
cana-2860	118	5	constants	constant	NOUN
cana-2860	118	6	and	and	CCONJ
cana-2860	118	7	doing	do	VERB
cana-2860	118	8	away	away	ADV
cana-2860	118	9	with	with	ADP
cana-2860	118	10	dead	dead	ADJ
cana-2860	118	11	code	code	NOUN
cana-2860	118	12	.	.	PUNCT
cana-2860	119	1	in	in	ADP
cana-2860	119	2	the	the	DET
cana-2860	119	3	second	second	ADJ
cana-2860	119	4	one	one	NUM
cana-2860	119	5	transformation	transformation	NOUN
cana-2860	119	6	,	,	PUNCT
cana-2860	119	7	statements	statement	NOUN
cana-2860	119	8	are	be	AUX
cana-2860	119	9	introduced	introduce	VERB
cana-2860	119	10	to	to	PART
cana-2860	119	11	abort	abort	VERB
cana-2860	119	12	execution	execution	NOUN
cana-2860	119	13	if	if	SCONJ
cana-2860	119	14	"	"	PUNCT
cana-2860	119	15	lifeless	lifeless	ADJ
cana-2860	119	16	"	"	PUNCT
cana-2860	119	17	code	code	NOUN
cana-2860	119	18	is	be	AUX
cana-2860	119	19	completed	complete	VERB
cana-2860	119	20	or	or	CCONJ
cana-2860	119	21	if	if	SCONJ
cana-2860	119	22	a	a	DET
cana-2860	119	23	variable	variable	NOUN
cana-2860	119	24	incorporates	incorporate	VERB
cana-2860	119	25	a	a	DET
cana-2860	119	26	price	price	NOUN
cana-2860	119	27	outdoor	outdoor	NOUN
cana-2860	119	28	of	of	ADP
cana-2860	119	29	its	its	PRON
cana-2860	119	30	analyzed	analyze	VERB
cana-2860	119	31	abstract	abstract	ADJ
cana-2860	119	32	cost	cost	NOUN
cana-2860	119	33	.	.	PUNCT
cana-2860	120	1	for	for	ADP
cana-2860	120	2	instance	instance	NOUN
cana-2860	120	3	,	,	PUNCT
cana-2860	120	4	if	if	SCONJ
cana-2860	120	5	a	a	DET
cana-2860	120	6	variable	variable	NOUN
cana-2860	120	7	has	have	AUX
cana-2860	120	8	been	be	AUX
cana-2860	120	9	decided	decide	VERB
cana-2860	120	10	to	to	PART
cana-2860	120	11	have	have	VERB
cana-2860	120	12	the	the	DET
cana-2860	120	13	c	c	PROPN
cana-2860	120	14	programming	programming	NOUN
cana-2860	120	15	language	language	NOUN
cana-2860	120	16	rate	rate	NOUN
cana-2860	121	1	[	[	X
cana-2860	121	2	2::15	2::15	X
cana-2860	121	3	]	]	X
cana-2860	121	4	at	at	ADP
cana-2860	121	5	an	an	DET
cana-2860	121	6	application	application	NOUN
cana-2860	121	7	component	component	NOUN
cana-2860	121	8	,	,	PUNCT
cana-2860	121	9	cxprop	cxprop	NOUN
cana-2860	121	10	may	may	AUX
cana-2860	121	11	insert	insert	VERB
cana-2860	121	12	the	the	DET
cana-2860	121	13	subsequent	subsequent	ADJ
cana-2860	121	14	code	code	NOUN
cana-2860	121	15	:	:	PUNCT
cana-2860	121	16	assert	assert	VERB
cana-2860	121	17	(	(	PUNCT
cana-2860	121	18	z	z	NOUN
cana-2860	121	19	>	>	X
cana-2860	121	20	=	=	SYM
cana-2860	121	21	2	2	NUM
cana-2860	121	22	&	&	CCONJ
cana-2860	121	23	&	&	CCONJ
cana-2860	121	24	z	z	PROPN
cana-2860	121	25	<	<	X
cana-2860	121	26	=	=	SYM
cana-2860	121	27	15	15	NUM
cana-2860	121	28	)	)	PUNCT
cana-2860	121	29	cxprop	cxprop	NOUN
cana-2860	121	30	leverages	leverage	NOUN
cana-2860	121	31	its	its	PRON
cana-2860	121	32	price	price	NOUN
cana-2860	121	33	-	-	PUNCT
cana-2860	121	34	set	set	VERB
cana-2860	121	35	area	area	NOUN
cana-2860	121	36	and	and	CCONJ
cana-2860	121	37	atomicity	atomicity	NOUN
cana-2860	121	38	-	-	PUNCT
cana-2860	121	39	conscious	conscious	ADJ
cana-2860	121	40	concurrence	concurrence	NOUN
cana-2860	121	41	model	model	NOUN
cana-2860	121	42	to	to	PART
cana-2860	121	43	take	take	VERB
cana-2860	121	44	away	away	ADV
cana-2860	121	45	dead	dead	ADJ
cana-2860	121	46	code	code	NOUN
cana-2860	121	47	in	in	ADP
cana-2860	121	48	wonderful	wonderful	ADJ
cana-2860	121	49	tinyos	tinyos	ADJ
cana-2860	121	50	programs	program	NOUN
cana-2860	121	51	,	,	PUNCT
cana-2860	121	52	resulting	result	VERB
cana-2860	121	53	in	in	ADP
cana-2860	121	54	an	an	DET
cana-2860	121	55	average	average	ADJ
cana-2860	121	56	code	code	NOUN
cana-2860	121	57	phase	phase	NOUN
cana-2860	121	58	reduction	reduction	NOUN
cana-2860	121	59	of	of	ADP
cana-2860	121	60	9.2	9.2	NUM
cana-2860	121	61	%	%	NOUN
cana-2860	121	62	.	.	PUNCT
cana-2860	122	1	while	while	SCONJ
cana-2860	122	2	nesc	nesc	NOUN
cana-2860	122	3	already	already	ADV
cana-2860	122	4	removes	remove	VERB
cana-2860	122	5	dead	dead	ADJ
cana-2860	122	6	capabilities	capability	NOUN
cana-2860	122	7	and	and	CCONJ
cana-2860	122	8	gcc	gcc	NOUN
cana-2860	122	9	performs	perform	VERB
cana-2860	122	10	intraprocedural	intraprocedural	ADJ
cana-2860	122	11	dead	dead	ADJ
cana-2860	122	12	-	-	PUNCT
cana-2860	122	13	code	code	NOUN
cana-2860	122	14	elimination	elimination	NOUN
cana-2860	122	15	,	,	PUNCT
cana-2860	122	16	gcc	gcc	NOUN
cana-2860	122	17	's	's	PART
cana-2860	122	18	permit	permit	NOUN
cana-2860	122	19	is	be	AUX
cana-2860	122	20	substantially	substantially	ADV
cana-2860	122	21	effective	effective	ADJ
cana-2860	122	22	due	due	ADP
cana-2860	122	23	to	to	ADP
cana-2860	122	24	aggressive	aggressive	ADJ
cana-2860	122	25	inlining	inlining	NOUN
cana-2860	122	26	in	in	ADP
cana-2860	122	27	tinyos	tinyos	ADJ
cana-2860	122	28	applications	application	NOUN
cana-2860	122	29	[	[	X
cana-2860	122	30	27	27	NUM
cana-2860	122	31	]	]	PUNCT
cana-2860	122	32	,	,	PUNCT
cana-2860	122	33	which	which	PRON
cana-2860	122	34	gets	get	AUX
cana-2860	122	35	rid	rid	VERB
cana-2860	122	36	of	of	ADP
cana-2860	122	37	approximately	approximately	ADV
cana-2860	122	38	of	of	ADP
cana-2860	122	39	static	static	ADJ
cana-2860	122	40	characteristic	characteristic	ADJ
cana-2860	122	41	calls	call	NOUN
cana-2860	122	42	in	in	ADP
cana-2860	122	43	lots	lot	NOUN
cana-2860	122	44	of	of	ADP
cana-2860	122	45	packages	package	NOUN
cana-2860	122	46	.	.	PUNCT
cana-2860	123	1	however	however	ADV
cana-2860	123	2	,	,	PUNCT
cana-2860	123	3	cxprop	cxprop	NOUN
cana-2860	123	4	provides	provide	VERB
cana-2860	123	5	cost	cost	NOUN
cana-2860	123	6	through	through	ADP
cana-2860	123	7	outstanding	outstanding	ADJ
cana-2860	123	8	prospects	prospect	NOUN
cana-2860	123	9	for	for	ADP
cana-2860	123	10	intraprocedural	intraprocedural	ADJ
cana-2860	123	11	evaluation	evaluation	NOUN
cana-2860	123	12	.	.	PUNCT
cana-2860	124	1	additionally	additionally	ADV
cana-2860	124	2	,	,	PUNCT
cana-2860	124	3	minor	minor	ADJ
cana-2860	124	4	code	code	NOUN
cana-2860	124	5	changes	change	NOUN
cana-2860	124	6	completed	complete	VERB
cana-2860	124	7	by	by	ADP
cana-2860	124	8	way	way	NOUN
cana-2860	124	9	of	of	ADP
cana-2860	124	10	cil	cil	NOUN
cana-2860	124	11	,	,	PUNCT
cana-2860	124	12	which	which	PRON
cana-2860	124	13	include	include	VERB
cana-2860	124	14	the	the	DET
cana-2860	124	15	advent	advent	NOUN
cana-2860	124	16	of	of	ADP
cana-2860	124	17	temporary	temporary	ADJ
cana-2860	124	18	variables	variable	NOUN
cana-2860	124	19	,	,	PUNCT
cana-2860	124	20	preclude	preclude	VERB
cana-2860	124	21	efforts	effort	NOUN
cana-2860	124	22	with	with	ADP
cana-2860	124	23	the	the	DET
cana-2860	124	24	aid	aid	NOUN
cana-2860	124	25	of	of	ADP
cana-2860	124	26	manner	manner	NOUN
cana-2860	124	27	of	of	ADP
cana-2860	124	28	growing	grow	VERB
cana-2860	124	29	the	the	DET
cana-2860	124	30	size	size	NOUN
cana-2860	124	31	of	of	ADP
cana-2860	124	32	the	the	DET
cana-2860	124	33	generated	generate	VERB
cana-2860	124	34	code	code	NOUN
cana-2860	124	35	by	by	ADP
cana-2860	124	36	numerous	numerous	ADJ
cana-2860	124	37	percentages	percentage	NOUN
cana-2860	124	38	.	.	PUNCT
cana-2860	125	1	to	to	PART
cana-2860	125	2	counter	counter	VERB
cana-2860	125	3	this	this	PRON
cana-2860	125	4	,	,	PUNCT
cana-2860	125	5	severa	severa	PROPN
cana-2860	125	6	peephole	peephole	NOUN
cana-2860	125	7	optimizations	optimization	NOUN
cana-2860	125	8	were	be	AUX
cana-2860	125	9	applied	apply	VERB
cana-2860	125	10	in	in	ADP
cana-2860	125	11	cil	cil	NOUN
cana-2860	125	12	to	to	PART
cana-2860	125	13	reverse	reverse	VERB
cana-2860	125	14	those	those	DET
cana-2860	125	15	adjustments	adjustment	NOUN
cana-2860	125	16	while	while	SCONJ
cana-2860	125	17	cil	cil	PROPN
cana-2860	125	18	quiteprints	quiteprint	VERB
cana-2860	125	19	a	a	DET
cana-2860	125	20	c	c	NOUN
cana-2860	125	21	file	file	NOUN
cana-2860	125	22	.	.	PUNCT
cana-2860	126	1	in	in	ADP
cana-2860	126	2	this	this	DET
cana-2860	126	3	research	research	NOUN
cana-2860	126	4	paper	paper	NOUN
cana-2860	126	5	,	,	PUNCT
cana-2860	126	6	they	they	PRON
cana-2860	126	7	used	use	VERB
cana-2860	126	8	the	the	DET
cana-2860	126	9	coffee	coffee	NOUN
cana-2860	126	10	[	[	X
cana-2860	126	11	24	24	NUM
cana-2860	126	12	]	]	X
cana-2860	126	13	compiler	compiler	NOUN
cana-2860	126	14	for	for	ADP
cana-2860	126	15	optimization	optimization	NOUN
cana-2860	126	16	,	,	PUNCT
cana-2860	126	17	resulting	result	VERB
cana-2860	126	18	in	in	ADP
cana-2860	126	19	an	an	DET
cana-2860	126	20	extensive	extensive	ADJ
cana-2860	126	21	standard	standard	ADJ
cana-2860	126	22	acceleration	acceleration	NOUN
cana-2860	126	23	and	and	CCONJ
cana-2860	126	24	a	a	DET
cana-2860	126	25	model	model	NOUN
cana-2860	126	26	that	that	PRON
cana-2860	126	27	is	be	AUX
cana-2860	126	28	now	now	ADV
cana-2860	126	29	controlled	control	VERB
cana-2860	126	30	with	with	ADP
cana-2860	126	31	the	the	DET
cana-2860	126	32	useful	useful	ADJ
cana-2860	126	33	resource	resource	NOUN
cana-2860	126	34	of	of	ADP
cana-2860	126	35	communications	communication	NOUN
cana-2860	126	36	on	on	ADP
cana-2860	126	37	applied	apply	VERB
cana-2860	126	38	nonlinear	nonlinear	ADJ
cana-2860	126	39	analysis	analysis	NOUN
cana-2860	126	40	issn	issn	NOUN
cana-2860	126	41	:	:	PUNCT
cana-2860	126	42	1074	1074	NUM
cana-2860	126	43	-	-	PUNCT
cana-2860	126	44	133x	133x	NUM
cana-2860	126	45	vol	vol	NOUN
cana-2860	126	46	32	32	NUM
cana-2860	126	47	no	no	NOUN
cana-2860	126	48	.	.	PUNCT
cana-2860	127	1	4s	4s	NUM
cana-2860	127	2	(	(	PUNCT
cana-2860	127	3	2025	2025	NUM
cana-2860	127	4	)	)	PUNCT
cana-2860	127	5	408	408	NUM
cana-2860	128	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	128	2	clear	clear	ADJ
cana-2860	128	3	-	-	PUNCT
cana-2860	128	4	up	up	ADP
cana-2860	128	5	time	time	NOUN
cana-2860	128	6	.	.	PUNCT
cana-2860	129	1	it	it	PRON
cana-2860	129	2	is	be	AUX
cana-2860	129	3	thrilling	thrill	VERB
cana-2860	129	4	to	to	PART
cana-2860	129	5	be	be	AUX
cana-2860	129	6	conscious	conscious	ADJ
cana-2860	129	7	that	that	SCONJ
cana-2860	129	8	comprehensive	comprehensive	ADJ
cana-2860	129	9	loop	loop	NOUN
cana-2860	129	10	-	-	PUNCT
cana-2860	129	11	invariant	invariant	ADJ
cana-2860	129	12	code	code	NOUN
cana-2860	129	13	motion	motion	NOUN
cana-2860	129	14	come	come	VERB
cana-2860	129	15	to	to	PART
cana-2860	129	16	be	be	AUX
cana-2860	129	17	mainly	mainly	ADV
cana-2860	129	18	invasive	invasive	ADJ
cana-2860	129	19	in	in	ADP
cana-2860	129	20	this	this	DET
cana-2860	129	21	situation	situation	NOUN
cana-2860	129	22	,	,	PUNCT
cana-2860	129	23	with	with	ADP
cana-2860	129	24	23	23	NUM
cana-2860	129	25	temporaries	temporary	NOUN
cana-2860	129	26	created	create	VERB
cana-2860	129	27	and	and	CCONJ
cana-2860	129	28	numerous	numerous	ADJ
cana-2860	129	29	terminations	termination	NOUN
cana-2860	129	30	found	find	VERB
cana-2860	129	31	[	[	X
cana-2860	129	32	24	24	NUM
cana-2860	129	33	]	]	PUNCT
cana-2860	129	34	.	.	PUNCT
cana-2860	130	1	from	from	ADP
cana-2860	130	2	above	above	ADP
cana-2860	130	3	formula	formula	NOUN
cana-2860	130	4	,	,	PUNCT
cana-2860	130	5	a	a	DET
cana-2860	130	6	most	most	ADJ
cana-2860	130	7	performance	performance	NOUN
cana-2860	130	8	increase	increase	NOUN
cana-2860	130	9	of	of	ADP
cana-2860	130	10	1.47×	1.47×	NUM
cana-2860	130	11	over	over	ADP
cana-2860	130	12	the	the	DET
cana-2860	130	13	non	non	ADJ
cana-2860	130	14	-	-	ADJ
cana-2860	130	15	optimized	optimize	VERB
cana-2860	130	16	regional	regional	ADJ
cana-2860	130	17	compilation	compilation	NOUN
cana-2860	130	18	source	source	NOUN
cana-2860	130	19	code	code	NOUN
cana-2860	130	20	became	became	AUX
cana-2860	130	21	observed	observe	VERB
cana-2860	130	22	,	,	PUNCT
cana-2860	130	23	received	receive	VERB
cana-2860	130	24	inside	inside	ADP
cana-2860	130	25	the	the	DET
cana-2860	130	26	case	case	NOUN
cana-2860	130	27	(	(	PUNCT
cana-2860	130	28	f	f	NOUN
cana-2860	130	29	=	=	SYM
cana-2860	130	30	2	2	NUM
cana-2860	130	31	,	,	PUNCT
cana-2860	130	32	p	p	NOUN
cana-2860	130	33	=	=	NOUN
cana-2860	130	34	2	2	NUM
cana-2860	130	35	)	)	PUNCT
cana-2860	130	36	.	.	PUNCT
cana-2860	131	1	this	this	DET
cana-2860	131	2	expression	expression	NOUN
cana-2860	131	3	represents	represent	VERB
cana-2860	131	4	the	the	DET
cana-2860	131	5	numerical	numerical	ADJ
cana-2860	131	6	evaluation	evaluation	NOUN
cana-2860	131	7	of	of	ADP
cana-2860	131	8	a	a	DET
cana-2860	131	9	vital	vital	ADJ
cana-2860	131	10	at	at	ADP
cana-2860	131	11	n1	n1	ADJ
cana-2860	131	12	factors	factor	NOUN
cana-2860	131	13	in	in	ADP
cana-2860	131	14	the	the	DET
cana-2860	131	15	mesh	mesh	NOUN
cana-2860	131	16	element	element	NOUN
cana-2860	131	17	k	k	PROPN
cana-2860	131	18	,	,	PUNCT
cana-2860	131	19	computing	compute	VERB
cana-2860	131	20	the	the	DET
cana-2860	131	21	local	local	ADJ
cana-2860	131	22	element	element	NOUN
cana-2860	131	23	matrix	matrix	NOUN
cana-2860	131	24	a.	a.	NOUN
cana-2860	131	25	functions	function	NOUN
cana-2860	131	26	α	α	NOUN
cana-2860	131	27	,	,	PUNCT
cana-2860	131	28	β	β	NOUN
cana-2860	131	29	,	,	PUNCT
cana-2860	131	30	and	and	CCONJ
cana-2860	131	31	γ	γ	NOUN
cana-2860	131	32	are	be	AUX
cana-2860	131	33	trouble	trouble	NOUN
cana-2860	131	34	-	-	PUNCT
cana-2860	131	35	particular	particular	ADJ
cana-2860	131	36	and	and	CCONJ
cana-2860	131	37	can	can	AUX
cana-2860	131	38	be	be	AUX
cana-2860	131	39	intricately	intricately	ADV
cana-2860	131	40	complicated	complicate	VERB
cana-2860	131	41	,	,	PUNCT
cana-2860	131	42	regarding	regard	VERB
cana-2860	131	43	,	,	PUNCT
cana-2860	131	44	as	as	ADP
cana-2860	131	45	an	an	DET
cana-2860	131	46	example	example	NOUN
cana-2860	131	47	,	,	PUNCT
cana-2860	131	48	the	the	DET
cana-2860	131	49	evaluation	evaluation	NOUN
cana-2860	131	50	of	of	ADP
cana-2860	131	51	derivatives	derivative	NOUN
cana-2860	131	52	.	.	PUNCT
cana-2860	132	1	licm	licm	ADJ
cana-2860	132	2	[	[	X
cana-2860	132	3	20	20	NUM
cana-2860	132	4	]	]	PUNCT
cana-2860	132	5	and	and	CCONJ
cana-2860	132	6	expression	expression	NOUN
cana-2860	132	7	separation	separation	NOUN
cana-2860	132	8	comply	comply	VERB
cana-2860	132	9	with	with	ADP
cana-2860	132	10	this	this	DET
cana-2860	132	11	principle	principle	NOUN
cana-2860	132	12	,	,	PUNCT
cana-2860	132	13	so	so	SCONJ
cana-2860	132	14	they	they	PRON
cana-2860	132	15	can	can	AUX
cana-2860	132	16	be	be	AUX
cana-2860	132	17	readjusted	readjust	VERB
cana-2860	132	18	or	or	CCONJ
cana-2860	132	19	prolonged	prolong	VERB
cana-2860	132	20	to	to	ADP
cana-2860	132	21	any	any	DET
cana-2860	132	22	domain	domain	NOUN
cana-2860	132	23	names	name	NOUN
cana-2860	132	24	involving	involve	VERB
cana-2860	132	25	the	the	DET
cana-2860	132	26	mathematical	mathematical	ADJ
cana-2860	132	27	evaluation	evaluation	NOUN
cana-2860	132	28	of	of	ADP
cana-2860	132	29	complicated	complicated	ADJ
cana-2860	132	30	mathematical	mathematical	ADJ
cana-2860	132	31	phrases	phrase	NOUN
cana-2860	132	32	.	.	PUNCT
cana-2860	133	1	methods	method	NOUN
cana-2860	133	2	fig	fig	NOUN
cana-2860	133	3	.	.	PUNCT
cana-2860	134	1	no	no	INTJ
cana-2860	134	2	.	.	NOUN
cana-2860	135	1	1	1	NUM
cana-2860	135	2	:	:	PUNCT
cana-2860	135	3	architecture	architecture	NOUN
cana-2860	135	4	of	of	ADP
cana-2860	135	5	the	the	DET
cana-2860	135	6	code	code	NOUN
cana-2860	135	7	optimization	optimization	NOUN
cana-2860	135	8	stage	stage	NOUN
cana-2860	135	9	1	1	NUM
cana-2860	135	10	:	:	PUNCT
cana-2860	135	11	source	source	NOUN
cana-2860	135	12	code	code	NOUN
cana-2860	135	13	:	:	PUNCT
cana-2860	135	14	at	at	ADP
cana-2860	135	15	the	the	DET
cana-2860	135	16	outset	outset	NOUN
cana-2860	135	17	,	,	PUNCT
cana-2860	135	18	the	the	DET
cana-2860	135	19	development	development	NOUN
cana-2860	135	20	process	process	NOUN
cana-2860	135	21	begins	begin	VERB
cana-2860	135	22	with	with	ADP
cana-2860	135	23	the	the	DET
cana-2860	135	24	creation	creation	NOUN
cana-2860	135	25	of	of	ADP
cana-2860	135	26	source	source	NOUN
cana-2860	135	27	code	code	NOUN
cana-2860	135	28	written	write	VERB
cana-2860	135	29	in	in	ADP
cana-2860	135	30	a	a	DET
cana-2860	135	31	specific	specific	ADJ
cana-2860	135	32	programming	programming	NOUN
cana-2860	135	33	language	language	NOUN
cana-2860	135	34	i.e.	i.e.	X
cana-2860	135	35	python	python	PROPN
cana-2860	135	36	.	.	PUNCT
cana-2860	136	1	this	this	DET
cana-2860	136	2	source	source	NOUN
cana-2860	136	3	code	code	NOUN
cana-2860	136	4	embodies	embody	VERB
cana-2860	136	5	the	the	DET
cana-2860	136	6	logic	logic	NOUN
cana-2860	136	7	and	and	CCONJ
cana-2860	136	8	instructions	instruction	NOUN
cana-2860	136	9	necessary	necessary	ADJ
cana-2860	136	10	to	to	PART
cana-2860	136	11	perform	perform	VERB
cana-2860	136	12	a	a	DET
cana-2860	136	13	particular	particular	ADJ
cana-2860	136	14	task	task	NOUN
cana-2860	136	15	or	or	CCONJ
cana-2860	136	16	solve	solve	VERB
cana-2860	136	17	a	a	DET
cana-2860	136	18	problem	problem	NOUN
cana-2860	136	19	.	.	PUNCT
cana-2860	137	1	stage	stage	NOUN
cana-2860	137	2	2	2	NUM
cana-2860	137	3	:	:	PUNCT
cana-2860	137	4	lexer	lexer	NOUN
cana-2860	137	5	and	and	CCONJ
cana-2860	137	6	parser	parser	NOUN
cana-2860	137	7	:	:	PUNCT
cana-2860	137	8	lexer	lexer	PROPN
cana-2860	137	9	:	:	PUNCT
cana-2860	138	1	acting	act	VERB
cana-2860	138	2	as	as	ADP
cana-2860	138	3	a	a	DET
cana-2860	138	4	tokenizer	tokenizer	NOUN
cana-2860	138	5	,	,	PUNCT
cana-2860	138	6	the	the	DET
cana-2860	138	7	lexer	lexer	PROPN
cana-2860	138	8	dissects	dissect	VERB
cana-2860	138	9	the	the	DET
cana-2860	138	10	source	source	NOUN
cana-2860	138	11	code	code	NOUN
cana-2860	138	12	into	into	ADP
cana-2860	138	13	smaller	small	ADJ
cana-2860	138	14	,	,	PUNCT
cana-2860	138	15	meaningful	meaningful	ADJ
cana-2860	138	16	units	unit	NOUN
cana-2860	138	17	known	know	VERB
cana-2860	138	18	as	as	ADP
cana-2860	138	19	tokens	token	NOUN
cana-2860	138	20	.	.	PUNCT
cana-2860	139	1	these	these	DET
cana-2860	139	2	tokens	token	NOUN
cana-2860	139	3	encompass	encompass	VERB
cana-2860	139	4	keywords	keyword	NOUN
cana-2860	139	5	(	(	PUNCT
cana-2860	139	6	e.g.	e.g.	ADV
cana-2860	139	7	,	,	PUNCT
cana-2860	139	8	"	"	PUNCT
cana-2860	139	9	for	for	ADP
cana-2860	139	10	"	"	PUNCT
cana-2860	139	11	or	or	CCONJ
cana-2860	139	12	"	"	PUNCT
cana-2860	139	13	if	if	SCONJ
cana-2860	139	14	"	"	PUNCT
cana-2860	139	15	)	)	PUNCT
cana-2860	139	16	,	,	PUNCT
cana-2860	139	17	identifiers	identifier	NOUN
cana-2860	139	18	(	(	PUNCT
cana-2860	139	19	representing	represent	VERB
cana-2860	139	20	variables	variable	NOUN
cana-2860	139	21	or	or	CCONJ
cana-2860	139	22	function	function	NOUN
cana-2860	139	23	names	name	NOUN
cana-2860	139	24	)	)	PUNCT
cana-2860	139	25	,	,	PUNCT
cana-2860	139	26	operators	operator	NOUN
cana-2860	139	27	(	(	PUNCT
cana-2860	139	28	such	such	ADJ
cana-2860	139	29	as	as	ADP
cana-2860	139	30	"	"	PUNCT
cana-2860	139	31	+	+	NOUN
cana-2860	139	32	"	"	PUNCT
cana-2860	139	33	or	or	CCONJ
cana-2860	139	34	"	"	PUNCT
cana-2860	139	35	*	*	ADJ
cana-2860	139	36	"	"	PUNCT
cana-2860	139	37	)	)	PUNCT
cana-2860	139	38	,	,	PUNCT
cana-2860	139	39	and	and	CCONJ
cana-2860	139	40	literals	literal	NOUN
cana-2860	139	41	(	(	PUNCT
cana-2860	139	42	comprising	comprise	VERB
cana-2860	139	43	values	value	NOUN
cana-2860	139	44	like	like	ADP
cana-2860	139	45	numbers	number	NOUN
cana-2860	139	46	or	or	CCONJ
cana-2860	139	47	strings	string	NOUN
cana-2860	139	48	)	)	PUNCT
cana-2860	139	49	.	.	PUNCT
cana-2860	140	1	parser	parser	NOUN
cana-2860	140	2	:	:	PUNCT
cana-2860	140	3	subsequently	subsequently	ADV
cana-2860	140	4	,	,	PUNCT
cana-2860	140	5	the	the	DET
cana-2860	140	6	parser	parser	NOUN
cana-2860	140	7	receives	receive	VERB
cana-2860	140	8	the	the	DET
cana-2860	140	9	stream	stream	NOUN
cana-2860	140	10	of	of	ADP
cana-2860	140	11	tokens	token	NOUN
cana-2860	140	12	from	from	ADP
cana-2860	140	13	the	the	DET
cana-2860	140	14	lexer	lexer	NOUN
cana-2860	140	15	and	and	CCONJ
cana-2860	140	16	scrutinizes	scrutinize	VERB
cana-2860	140	17	the	the	DET
cana-2860	140	18	code	code	NOUN
cana-2860	140	19	's	's	PART
cana-2860	140	20	syntax	syntax	NOUN
cana-2860	140	21	.	.	PUNCT
cana-2860	141	1	it	it	PRON
cana-2860	141	2	ensures	ensure	VERB
cana-2860	141	3	adherence	adherence	NOUN
cana-2860	141	4	to	to	ADP
cana-2860	141	5	the	the	DET
cana-2860	141	6	grammatical	grammatical	ADJ
cana-2860	141	7	rules	rule	NOUN
cana-2860	141	8	of	of	ADP
cana-2860	141	9	the	the	DET
cana-2860	141	10	programming	programming	NOUN
cana-2860	141	11	language	language	NOUN
cana-2860	141	12	,	,	PUNCT
cana-2860	141	13	constructing	construct	VERB
cana-2860	141	14	a	a	DET
cana-2860	141	15	hierarchical	hierarchical	ADJ
cana-2860	141	16	structure	structure	NOUN
cana-2860	141	17	that	that	PRON
cana-2860	141	18	mirrors	mirror	VERB
cana-2860	141	19	the	the	DET
cana-2860	141	20	program	program	NOUN
cana-2860	141	21	's	's	PART
cana-2860	141	22	logic	logic	NOUN
cana-2860	141	23	.	.	PUNCT
cana-2860	142	1	stage	stage	NOUN
cana-2860	142	2	3	3	NUM
cana-2860	142	3	:	:	PUNCT
cana-2860	142	4	abstract	abstract	ADJ
cana-2860	142	5	syntax	syntax	NOUN
cana-2860	142	6	tree	tree	NOUN
cana-2860	142	7	(	(	PUNCT
cana-2860	142	8	ast	ast	NOUN
cana-2860	142	9	)	)	PUNCT
cana-2860	142	10	algorithm	algorithm	NOUN
cana-2860	142	11	:	:	PUNCT
cana-2860	142	12	during	during	ADP
cana-2860	142	13	this	this	DET
cana-2860	142	14	phase	phase	NOUN
cana-2860	142	15	,	,	PUNCT
cana-2860	142	16	the	the	DET
cana-2860	142	17	parser	parser	NOUN
cana-2860	142	18	constructs	construct	VERB
cana-2860	142	19	an	an	DET
cana-2860	142	20	abstract	abstract	ADJ
cana-2860	142	21	syntax	syntax	NOUN
cana-2860	142	22	tree	tree	NOUN
cana-2860	142	23	(	(	PUNCT
cana-2860	142	24	ast	ast	NOUN
cana-2860	142	25	)	)	PUNCT
cana-2860	143	1	[	[	X
cana-2860	143	2	21	21	NUM
cana-2860	143	3	]	]	PUNCT
cana-2860	143	4	.	.	PUNCT
cana-2860	144	1	this	this	DET
cana-2860	144	2	tree	tree	NOUN
cana-2860	144	3	-	-	PUNCT
cana-2860	144	4	like	like	ADJ
cana-2860	144	5	data	data	NOUN
cana-2860	144	6	structure	structure	NOUN
cana-2860	144	7	abstracts	abstract	VERB
cana-2860	144	8	away	away	ADV
cana-2860	144	9	from	from	ADP
cana-2860	144	10	the	the	DET
cana-2860	144	11	specifics	specific	NOUN
cana-2860	144	12	of	of	ADP
cana-2860	144	13	the	the	DET
cana-2860	144	14	programming	programming	NOUN
cana-2860	144	15	language	language	NOUN
cana-2860	144	16	syntax	syntax	NOUN
cana-2860	144	17	,	,	PUNCT
cana-2860	144	18	providing	provide	VERB
cana-2860	144	19	a	a	DET
cana-2860	144	20	simplified	simplified	ADJ
cana-2860	144	21	communications	communication	NOUN
cana-2860	144	22	on	on	ADP
cana-2860	144	23	applied	apply	VERB
cana-2860	144	24	nonlinear	nonlinear	ADJ
cana-2860	144	25	analysis	analysis	NOUN
cana-2860	144	26	issn	issn	NOUN
cana-2860	144	27	:	:	PUNCT
cana-2860	144	28	1074	1074	NUM
cana-2860	144	29	-	-	PUNCT
cana-2860	144	30	133x	133x	NUM
cana-2860	144	31	vol	vol	NOUN
cana-2860	144	32	32	32	NUM
cana-2860	144	33	no	no	NOUN
cana-2860	144	34	.	.	PUNCT
cana-2860	145	1	4s	4s	NUM
cana-2860	145	2	(	(	PUNCT
cana-2860	145	3	2025	2025	NUM
cana-2860	145	4	)	)	PUNCT
cana-2860	145	5	409	409	NUM
cana-2860	145	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	145	7	representation	representation	NOUN
cana-2860	145	8	of	of	ADP
cana-2860	145	9	the	the	DET
cana-2860	145	10	program	program	NOUN
cana-2860	145	11	's	's	PART
cana-2860	145	12	structure	structure	NOUN
cana-2860	145	13	.	.	PUNCT
cana-2860	146	1	it	it	PRON
cana-2860	146	2	delineates	delineate	VERB
cana-2860	146	3	the	the	DET
cana-2860	146	4	relationships	relationship	NOUN
cana-2860	146	5	between	between	ADP
cana-2860	146	6	various	various	ADJ
cana-2860	146	7	components	component	NOUN
cana-2860	146	8	of	of	ADP
cana-2860	146	9	the	the	DET
cana-2860	146	10	code	code	NOUN
cana-2860	146	11	,	,	PUNCT
cana-2860	146	12	encompassing	encompass	VERB
cana-2860	146	13	expressions	expression	NOUN
cana-2860	146	14	,	,	PUNCT
cana-2860	146	15	statements	statement	NOUN
cana-2860	146	16	,	,	PUNCT
cana-2860	146	17	functions	function	NOUN
cana-2860	146	18	,	,	PUNCT
cana-2860	146	19	and	and	CCONJ
cana-2860	146	20	loops	loop	NOUN
cana-2860	146	21	.	.	PUNCT
cana-2860	147	1	the	the	DET
cana-2860	147	2	ast	ast	NOUN
cana-2860	147	3	algorithm	algorithm	NOUN
cana-2860	147	4	then	then	ADV
cana-2860	147	5	scrutinizes	scrutinize	VERB
cana-2860	147	6	this	this	DET
cana-2860	147	7	structure	structure	NOUN
cana-2860	147	8	,	,	PUNCT
cana-2860	147	9	seeking	seek	VERB
cana-2860	147	10	out	out	ADP
cana-2860	147	11	potential	potential	ADJ
cana-2860	147	12	avenues	avenue	NOUN
cana-2860	147	13	for	for	ADP
cana-2860	147	14	optimization	optimization	NOUN
cana-2860	147	15	.	.	PUNCT
cana-2860	148	1	it	it	PRON
cana-2860	148	2	examines	examine	VERB
cana-2860	148	3	the	the	DET
cana-2860	148	4	code	code	NOUN
cana-2860	148	5	for	for	ADP
cana-2860	148	6	recurring	recur	VERB
cana-2860	148	7	patterns	pattern	NOUN
cana-2860	148	8	that	that	PRON
cana-2860	148	9	signal	signal	VERB
cana-2860	148	10	opportunities	opportunity	NOUN
cana-2860	148	11	for	for	ADP
cana-2860	148	12	improvement	improvement	NOUN
cana-2860	148	13	[	[	X
cana-2860	148	14	29	29	NUM
cana-2860	148	15	]	]	PUNCT
cana-2860	148	16	.	.	PUNCT
cana-2860	149	1	dead	dead	ADJ
cana-2860	149	2	code	code	NOUN
cana-2860	149	3	identification	identification	NOUN
cana-2860	149	4	:	:	PUNCT
cana-2860	149	5	a	a	DET
cana-2860	149	6	prevalent	prevalent	ADJ
cana-2860	149	7	optimization	optimization	NOUN
cana-2860	149	8	technique	technique	NOUN
cana-2860	149	9	,	,	PUNCT
cana-2860	149	10	dead	dead	ADJ
cana-2860	149	11	code	code	NOUN
cana-2860	149	12	elimination	elimination	NOUN
cana-2860	149	13	,	,	PUNCT
cana-2860	149	14	involves	involve	VERB
cana-2860	149	15	identifying	identify	VERB
cana-2860	149	16	sections	section	NOUN
cana-2860	149	17	of	of	ADP
cana-2860	149	18	the	the	DET
cana-2860	149	19	codebase	codebase	NOUN
cana-2860	149	20	that	that	PRON
cana-2860	149	21	are	be	AUX
cana-2860	149	22	unreachable	unreachable	ADJ
cana-2860	149	23	or	or	CCONJ
cana-2860	149	24	do	do	AUX
cana-2860	149	25	not	not	PART
cana-2860	149	26	contribute	contribute	VERB
cana-2860	149	27	to	to	ADP
cana-2860	149	28	the	the	DET
cana-2860	149	29	program	program	NOUN
cana-2860	149	30	's	's	PART
cana-2860	149	31	final	final	ADJ
cana-2860	149	32	output	output	NOUN
cana-2860	149	33	.	.	PUNCT
cana-2860	150	1	these	these	PRON
cana-2860	150	2	may	may	AUX
cana-2860	150	3	include	include	VERB
cana-2860	150	4	code	code	NOUN
cana-2860	150	5	blocks	block	NOUN
cana-2860	150	6	within	within	ADP
cana-2860	150	7	conditional	conditional	ADJ
cana-2860	150	8	statements	statement	NOUN
cana-2860	150	9	that	that	PRON
cana-2860	150	10	will	will	AUX
cana-2860	150	11	never	never	ADV
cana-2860	150	12	execute	execute	VERB
cana-2860	150	13	under	under	ADP
cana-2860	150	14	certain	certain	ADJ
cana-2860	150	15	conditions	condition	NOUN
cana-2860	150	16	or	or	CCONJ
cana-2860	150	17	variable	variable	ADJ
cana-2860	150	18	assignments	assignment	NOUN
cana-2860	150	19	that	that	PRON
cana-2860	150	20	are	be	AUX
cana-2860	150	21	overwritten	overwritten	ADJ
cana-2860	150	22	without	without	ADP
cana-2860	150	23	subsequent	subsequent	ADJ
cana-2860	150	24	use	use	NOUN
cana-2860	150	25	.	.	PUNCT
cana-2860	151	1	marking	marking	NOUN
cana-2860	151	2	and	and	CCONJ
cana-2860	151	3	removal	removal	NOUN
cana-2860	151	4	:	:	PUNCT
cana-2860	151	5	once	once	SCONJ
cana-2860	151	6	dead	dead	ADJ
cana-2860	151	7	code	code	NOUN
cana-2860	151	8	segments	segment	NOUN
cana-2860	151	9	are	be	AUX
cana-2860	151	10	identified	identify	VERB
cana-2860	151	11	,	,	PUNCT
cana-2860	151	12	the	the	DET
cana-2860	151	13	ast	ast	NOUN
cana-2860	151	14	algorithm	algorithm	NOUN
cana-2860	151	15	marks	mark	VERB
cana-2860	151	16	them	they	PRON
cana-2860	151	17	for	for	ADP
cana-2860	151	18	removal	removal	NOUN
cana-2860	151	19	.	.	PUNCT
cana-2860	152	1	while	while	SCONJ
cana-2860	152	2	this	this	DET
cana-2860	152	3	process	process	NOUN
cana-2860	152	4	does	do	AUX
cana-2860	152	5	not	not	PART
cana-2860	152	6	directly	directly	ADV
cana-2860	152	7	modify	modify	VERB
cana-2860	152	8	the	the	DET
cana-2860	152	9	source	source	NOUN
cana-2860	152	10	code	code	NOUN
cana-2860	152	11	,	,	PUNCT
cana-2860	152	12	it	it	PRON
cana-2860	152	13	flags	flag	VERB
cana-2860	152	14	the	the	DET
cana-2860	152	15	portions	portion	NOUN
cana-2860	152	16	of	of	ADP
cana-2860	152	17	the	the	DET
cana-2860	152	18	ast	ast	NOUN
cana-2860	152	19	that	that	PRON
cana-2860	152	20	can	can	AUX
cana-2860	152	21	be	be	AUX
cana-2860	152	22	excised	excise	VERB
cana-2860	152	23	during	during	ADP
cana-2860	152	24	optimization	optimization	NOUN
cana-2860	152	25	.	.	PUNCT
cana-2860	153	1	optimized	optimize	VERB
cana-2860	153	2	dead	dead	ADJ
cana-2860	153	3	code	code	NOUN
cana-2860	153	4	:	:	PUNCT
cana-2860	153	5	subsequently	subsequently	ADV
cana-2860	153	6	,	,	PUNCT
cana-2860	153	7	the	the	DET
cana-2860	153	8	flagged	flag	VERB
cana-2860	153	9	dead	dead	ADJ
cana-2860	153	10	code	code	NOUN
cana-2860	153	11	is	be	AUX
cana-2860	153	12	eliminated	eliminate	VERB
cana-2860	153	13	,	,	PUNCT
cana-2860	153	14	resulting	result	VERB
cana-2860	153	15	in	in	ADP
cana-2860	153	16	an	an	DET
cana-2860	153	17	optimized	optimize	VERB
cana-2860	153	18	version	version	NOUN
cana-2860	153	19	of	of	ADP
cana-2860	153	20	the	the	DET
cana-2860	153	21	codebase	codebase	PROPN
cana-2860	153	22	.	.	PUNCT
cana-2860	154	1	this	this	DET
cana-2860	154	2	elimination	elimination	NOUN
cana-2860	154	3	serves	serve	VERB
cana-2860	154	4	to	to	PART
cana-2860	154	5	enhance	enhance	VERB
cana-2860	154	6	performance	performance	NOUN
cana-2860	154	7	by	by	ADP
cana-2860	154	8	eradicating	eradicate	VERB
cana-2860	154	9	unnecessary	unnecessary	ADJ
cana-2860	154	10	computations	computation	NOUN
cana-2860	154	11	and	and	CCONJ
cana-2860	154	12	reducing	reduce	VERB
cana-2860	154	13	memory	memory	NOUN
cana-2860	154	14	consumption	consumption	NOUN
cana-2860	154	15	.	.	PUNCT
cana-2860	155	1	stage	stage	NOUN
cana-2860	155	2	4	4	NUM
cana-2860	155	3	:	:	PUNCT
cana-2860	155	4	loop	loop	NOUN
cana-2860	155	5	-	-	PUNCT
cana-2860	155	6	invariant	invariant	ADJ
cana-2860	155	7	code	code	NOUN
cana-2860	155	8	motion	motion	NOUN
cana-2860	155	9	(	(	PUNCT
cana-2860	155	10	licm	licm	ADJ
cana-2860	155	11	):	):	PUNCT
cana-2860	155	12	licm	licm	NOUN
cana-2860	155	13	,	,	PUNCT
cana-2860	155	14	a	a	DET
cana-2860	155	15	specialized	specialized	ADJ
cana-2860	155	16	optimization	optimization	NOUN
cana-2860	155	17	technique	technique	NOUN
cana-2860	155	18	tailored	tailor	VERB
cana-2860	155	19	for	for	ADP
cana-2860	155	20	loops	loop	NOUN
cana-2860	155	21	,	,	PUNCT
cana-2860	155	22	targets	target	VERB
cana-2860	155	23	calculations	calculation	NOUN
cana-2860	155	24	or	or	CCONJ
cana-2860	155	25	expressions	expression	NOUN
cana-2860	155	26	invariant	invariant	VERB
cana-2860	155	27	within	within	ADP
cana-2860	155	28	the	the	DET
cana-2860	155	29	loop	loop	NOUN
cana-2860	155	30	.	.	PUNCT
cana-2860	156	1	such	such	ADJ
cana-2860	156	2	invariance	invariance	NOUN
cana-2860	156	3	implies	imply	VERB
cana-2860	156	4	that	that	SCONJ
cana-2860	156	5	the	the	DET
cana-2860	156	6	calculation	calculation	NOUN
cana-2860	156	7	's	's	PART
cana-2860	156	8	outcome	outcome	NOUN
cana-2860	156	9	remains	remain	VERB
cana-2860	156	10	constant	constant	ADJ
cana-2860	156	11	across	across	ADP
cana-2860	156	12	loop	loop	NOUN
cana-2860	156	13	iterations	iteration	NOUN
cana-2860	156	14	,	,	PUNCT
cana-2860	156	15	regardless	regardless	ADV
cana-2860	156	16	of	of	ADP
cana-2860	156	17	repetition	repetition	NOUN
cana-2860	156	18	.	.	PUNCT
cana-2860	157	1	loop	loop	PROPN
cana-2860	157	2	invariant	invariant	PROPN
cana-2860	157	3	code	code	PROPN
cana-2860	157	4	motion	motion	NOUN
cana-2860	157	5	algorithm	algorithm	NOUN
cana-2860	157	6	:	:	PUNCT
cana-2860	157	7	loop	loop	NOUN
cana-2860	157	8	invariant	invariant	PROPN
cana-2860	157	9	code	code	NOUN
cana-2860	157	10	motion	motion	NOUN
cana-2860	157	11	(	(	PUNCT
cana-2860	157	12	licm	licm	NOUN
cana-2860	157	13	)	)	PUNCT
cana-2860	157	14	is	be	AUX
cana-2860	157	15	an	an	DET
cana-2860	157	16	optimization	optimization	NOUN
cana-2860	157	17	technique	technique	NOUN
cana-2860	157	18	used	use	VERB
cana-2860	157	19	in	in	ADP
cana-2860	157	20	compiler	compiler	NOUN
cana-2860	157	21	design	design	NOUN
cana-2860	157	22	to	to	PART
cana-2860	157	23	enhance	enhance	VERB
cana-2860	157	24	the	the	DET
cana-2860	157	25	efficiency	efficiency	NOUN
cana-2860	157	26	of	of	ADP
cana-2860	157	27	loops	loop	NOUN
cana-2860	157	28	by	by	ADP
cana-2860	157	29	moving	move	VERB
cana-2860	157	30	computations	computation	NOUN
cana-2860	157	31	that	that	PRON
cana-2860	157	32	yield	yield	VERB
cana-2860	157	33	the	the	DET
cana-2860	157	34	same	same	ADJ
cana-2860	157	35	result	result	NOUN
cana-2860	157	36	in	in	ADP
cana-2860	157	37	each	each	DET
cana-2860	157	38	iteration	iteration	NOUN
cana-2860	157	39	outside	outside	ADP
cana-2860	157	40	of	of	ADP
cana-2860	157	41	the	the	DET
cana-2860	157	42	loop	loop	NOUN
cana-2860	157	43	[	[	X
cana-2860	157	44	31	31	NUM
cana-2860	157	45	]	]	PUNCT
cana-2860	157	46	.	.	PUNCT
cana-2860	158	1	this	this	DET
cana-2860	158	2	process	process	NOUN
cana-2860	158	3	involves	involve	VERB
cana-2860	158	4	identifying	identify	VERB
cana-2860	158	5	code	code	NOUN
cana-2860	158	6	within	within	ADP
cana-2860	158	7	the	the	DET
cana-2860	158	8	loop	loop	NOUN
cana-2860	158	9	that	that	PRON
cana-2860	158	10	does	do	AUX
cana-2860	158	11	not	not	PART
cana-2860	158	12	depend	depend	VERB
cana-2860	158	13	on	on	ADP
cana-2860	158	14	the	the	DET
cana-2860	158	15	loop	loop	NOUN
cana-2860	158	16	's	's	PART
cana-2860	158	17	variables	variable	NOUN
cana-2860	158	18	,	,	PUNCT
cana-2860	158	19	known	know	VERB
cana-2860	158	20	as	as	ADP
cana-2860	158	21	loop	loop	NOUN
cana-2860	158	22	-	-	PUNCT
cana-2860	158	23	invariant	invariant	ADJ
cana-2860	158	24	code	code	NOUN
cana-2860	158	25	.	.	PUNCT
cana-2860	159	1	once	once	ADV
cana-2860	159	2	identified	identify	VERB
cana-2860	159	3	,	,	PUNCT
cana-2860	159	4	this	this	DET
cana-2860	159	5	code	code	NOUN
cana-2860	159	6	can	can	AUX
cana-2860	159	7	be	be	AUX
cana-2860	159	8	safely	safely	ADV
cana-2860	159	9	moved	move	VERB
cana-2860	159	10	before	before	ADP
cana-2860	159	11	the	the	DET
cana-2860	159	12	loop	loop	NOUN
cana-2860	159	13	,	,	PUNCT
cana-2860	159	14	thereby	thereby	ADV
cana-2860	159	15	reducing	reduce	VERB
cana-2860	159	16	the	the	DET
cana-2860	159	17	number	number	NOUN
cana-2860	159	18	of	of	ADP
cana-2860	159	19	instructions	instruction	NOUN
cana-2860	159	20	executed	execute	VERB
cana-2860	159	21	during	during	ADP
cana-2860	159	22	each	each	DET
cana-2860	159	23	iteration	iteration	NOUN
cana-2860	159	24	and	and	CCONJ
cana-2860	159	25	improving	improve	VERB
cana-2860	159	26	overall	overall	ADJ
cana-2860	159	27	performance	performance	NOUN
cana-2860	159	28	.	.	PUNCT
cana-2860	160	1	licm	licm	NOUN
cana-2860	160	2	requires	require	VERB
cana-2860	160	3	thorough	thorough	ADJ
cana-2860	160	4	analysis	analysis	NOUN
cana-2860	160	5	to	to	PART
cana-2860	160	6	ensure	ensure	VERB
cana-2860	160	7	that	that	SCONJ
cana-2860	160	8	moving	move	VERB
cana-2860	160	9	the	the	DET
cana-2860	160	10	code	code	NOUN
cana-2860	160	11	does	do	AUX
cana-2860	160	12	not	not	PART
cana-2860	160	13	alter	alter	VERB
cana-2860	160	14	the	the	DET
cana-2860	160	15	program	program	NOUN
cana-2860	160	16	's	's	PART
cana-2860	160	17	correctness	correctness	NOUN
cana-2860	160	18	,	,	PUNCT
cana-2860	160	19	specifically	specifically	ADV
cana-2860	160	20	maintaining	maintain	VERB
cana-2860	160	21	data	data	NOUN
cana-2860	160	22	dependencies	dependency	NOUN
cana-2860	160	23	and	and	CCONJ
cana-2860	160	24	ensuring	ensure	VERB
cana-2860	160	25	that	that	SCONJ
cana-2860	160	26	side	side	NOUN
cana-2860	160	27	effects	effect	NOUN
cana-2860	160	28	remain	remain	VERB
cana-2860	160	29	consistent	consistent	ADJ
cana-2860	160	30	.	.	PUNCT
cana-2860	161	1	by	by	ADP
cana-2860	161	2	minimizing	minimize	VERB
cana-2860	161	3	redundant	redundant	ADJ
cana-2860	161	4	calculations	calculation	NOUN
cana-2860	161	5	within	within	ADP
cana-2860	161	6	the	the	DET
cana-2860	161	7	loop	loop	NOUN
cana-2860	161	8	,	,	PUNCT
cana-2860	161	9	licm	licm	NOUN
cana-2860	161	10	contributes	contribute	VERB
cana-2860	161	11	to	to	ADP
cana-2860	161	12	more	more	ADV
cana-2860	161	13	efficient	efficient	ADJ
cana-2860	161	14	execution	execution	NOUN
cana-2860	161	15	of	of	ADP
cana-2860	161	16	programs	program	NOUN
cana-2860	161	17	,	,	PUNCT
cana-2860	161	18	particularly	particularly	ADV
cana-2860	161	19	in	in	ADP
cana-2860	161	20	performance	performance	NOUN
cana-2860	161	21	-	-	PUNCT
cana-2860	161	22	critical	critical	ADJ
cana-2860	161	23	applications	application	NOUN
cana-2860	161	24	.	.	PUNCT
cana-2860	162	1	extraction	extraction	NOUN
cana-2860	162	2	of	of	ADP
cana-2860	162	3	loop	loop	NOUN
cana-2860	162	4	invariants	invariant	NOUN
cana-2860	162	5	:	:	PUNCT
cana-2860	162	6	the	the	DET
cana-2860	162	7	extraction	extraction	NOUN
cana-2860	162	8	of	of	ADP
cana-2860	162	9	loop	loop	NOUN
cana-2860	162	10	invariants	invariant	NOUN
cana-2860	162	11	is	be	AUX
cana-2860	162	12	a	a	DET
cana-2860	162	13	crucial	crucial	ADJ
cana-2860	162	14	step	step	NOUN
cana-2860	162	15	in	in	ADP
cana-2860	162	16	optimizing	optimize	VERB
cana-2860	162	17	loops	loop	NOUN
cana-2860	162	18	within	within	ADP
cana-2860	162	19	a	a	DET
cana-2860	162	20	program	program	NOUN
cana-2860	162	21	,	,	PUNCT
cana-2860	162	22	aimed	aim	VERB
cana-2860	162	23	at	at	ADP
cana-2860	162	24	enhancing	enhance	VERB
cana-2860	162	25	performance	performance	NOUN
cana-2860	162	26	by	by	ADP
cana-2860	162	27	reducing	reduce	VERB
cana-2860	162	28	redundant	redundant	ADJ
cana-2860	162	29	computations	computation	NOUN
cana-2860	162	30	.	.	PUNCT
cana-2860	163	1	this	this	DET
cana-2860	163	2	process	process	NOUN
cana-2860	163	3	involves	involve	VERB
cana-2860	163	4	identifying	identify	VERB
cana-2860	163	5	expressions	expression	NOUN
cana-2860	163	6	or	or	CCONJ
cana-2860	163	7	computations	computation	NOUN
cana-2860	163	8	within	within	ADP
cana-2860	163	9	a	a	DET
cana-2860	163	10	loop	loop	NOUN
cana-2860	163	11	that	that	PRON
cana-2860	163	12	produce	produce	VERB
cana-2860	163	13	the	the	DET
cana-2860	163	14	same	same	ADJ
cana-2860	163	15	result	result	NOUN
cana-2860	163	16	in	in	ADP
cana-2860	163	17	every	every	DET
cana-2860	163	18	iteration	iteration	NOUN
cana-2860	163	19	,	,	PUNCT
cana-2860	163	20	known	know	VERB
cana-2860	163	21	as	as	ADP
cana-2860	163	22	loop	loop	NOUN
cana-2860	163	23	-	-	PUNCT
cana-2860	163	24	invariant	invariant	ADJ
cana-2860	163	25	code	code	NOUN
cana-2860	163	26	.	.	PUNCT
cana-2860	164	1	to	to	PART
cana-2860	164	2	extract	extract	VERB
cana-2860	164	3	these	these	DET
cana-2860	164	4	invariants	invariant	NOUN
cana-2860	164	5	,	,	PUNCT
cana-2860	164	6	a	a	DET
cana-2860	164	7	compiler	compiler	NOUN
cana-2860	164	8	analyzes	analyze	VERB
cana-2860	164	9	the	the	DET
cana-2860	164	10	loop	loop	NOUN
cana-2860	164	11	to	to	PART
cana-2860	164	12	detect	detect	VERB
cana-2860	164	13	operations	operation	NOUN
cana-2860	164	14	whose	whose	DET
cana-2860	164	15	operands	operand	NOUN
cana-2860	164	16	do	do	AUX
cana-2860	164	17	not	not	PART
cana-2860	164	18	change	change	VERB
cana-2860	164	19	across	across	ADP
cana-2860	164	20	iterations	iteration	NOUN
cana-2860	164	21	,	,	PUNCT
cana-2860	164	22	ensuring	ensure	VERB
cana-2860	164	23	that	that	SCONJ
cana-2860	164	24	moving	move	VERB
cana-2860	164	25	these	these	DET
cana-2860	164	26	operations	operation	NOUN
cana-2860	164	27	outside	outside	ADP
cana-2860	164	28	the	the	DET
cana-2860	164	29	communications	communication	NOUN
cana-2860	164	30	on	on	ADP
cana-2860	164	31	applied	apply	VERB
cana-2860	164	32	nonlinear	nonlinear	ADJ
cana-2860	164	33	analysis	analysis	NOUN
cana-2860	164	34	issn	issn	NOUN
cana-2860	164	35	:	:	PUNCT
cana-2860	164	36	1074	1074	NUM
cana-2860	164	37	-	-	PUNCT
cana-2860	164	38	133x	133x	NUM
cana-2860	164	39	vol	vol	NOUN
cana-2860	164	40	32	32	NUM
cana-2860	164	41	no	no	NOUN
cana-2860	164	42	.	.	PUNCT
cana-2860	165	1	4s	4s	NUM
cana-2860	165	2	(	(	PUNCT
cana-2860	165	3	2025	2025	NUM
cana-2860	165	4	)	)	PUNCT
cana-2860	165	5	410	410	NUM
cana-2860	165	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	165	7	loop	loop	NOUN
cana-2860	165	8	does	do	AUX
cana-2860	165	9	not	not	PART
cana-2860	165	10	affect	affect	VERB
cana-2860	165	11	the	the	DET
cana-2860	165	12	program	program	NOUN
cana-2860	165	13	's	's	PART
cana-2860	165	14	correctness	correctness	NOUN
cana-2860	165	15	.	.	PUNCT
cana-2860	166	1	this	this	PRON
cana-2860	166	2	involves	involve	VERB
cana-2860	166	3	verifying	verify	VERB
cana-2860	166	4	that	that	SCONJ
cana-2860	166	5	the	the	DET
cana-2860	166	6	variables	variable	NOUN
cana-2860	166	7	involved	involve	VERB
cana-2860	166	8	in	in	ADP
cana-2860	166	9	these	these	DET
cana-2860	166	10	operations	operation	NOUN
cana-2860	166	11	are	be	AUX
cana-2860	166	12	not	not	PART
cana-2860	166	13	modified	modify	VERB
cana-2860	166	14	by	by	ADP
cana-2860	166	15	the	the	DET
cana-2860	166	16	loop	loop	NOUN
cana-2860	166	17	and	and	CCONJ
cana-2860	166	18	ensuring	ensure	VERB
cana-2860	166	19	that	that	SCONJ
cana-2860	166	20	there	there	PRON
cana-2860	166	21	are	be	VERB
cana-2860	166	22	no	no	DET
cana-2860	166	23	dependencies	dependency	NOUN
cana-2860	166	24	that	that	PRON
cana-2860	166	25	would	would	AUX
cana-2860	166	26	be	be	AUX
cana-2860	166	27	violated	violate	VERB
cana-2860	166	28	by	by	ADP
cana-2860	166	29	the	the	DET
cana-2860	166	30	extraction	extraction	NOUN
cana-2860	166	31	.	.	PUNCT
cana-2860	167	1	once	once	ADV
cana-2860	167	2	identified	identify	VERB
cana-2860	167	3	,	,	PUNCT
cana-2860	167	4	these	these	DET
cana-2860	167	5	invariant	invariant	ADJ
cana-2860	167	6	expressions	expression	NOUN
cana-2860	167	7	are	be	AUX
cana-2860	167	8	moved	move	VERB
cana-2860	167	9	outside	outside	ADP
cana-2860	167	10	the	the	DET
cana-2860	167	11	loop	loop	NOUN
cana-2860	167	12	,	,	PUNCT
cana-2860	167	13	typically	typically	ADV
cana-2860	167	14	before	before	SCONJ
cana-2860	167	15	it	it	PRON
cana-2860	167	16	begins	begin	VERB
cana-2860	167	17	.	.	PUNCT
cana-2860	168	1	this	this	DET
cana-2860	168	2	optimization	optimization	NOUN
cana-2860	168	3	reduces	reduce	VERB
cana-2860	168	4	the	the	DET
cana-2860	168	5	computational	computational	ADJ
cana-2860	168	6	overhead	overhead	NOUN
cana-2860	168	7	within	within	ADP
cana-2860	168	8	the	the	DET
cana-2860	168	9	loop	loop	NOUN
cana-2860	168	10	,	,	PUNCT
cana-2860	168	11	leading	lead	VERB
cana-2860	168	12	to	to	ADP
cana-2860	168	13	more	more	ADV
cana-2860	168	14	efficient	efficient	ADJ
cana-2860	168	15	execution	execution	NOUN
cana-2860	168	16	by	by	ADP
cana-2860	168	17	decreasing	decrease	VERB
cana-2860	168	18	the	the	DET
cana-2860	168	19	number	number	NOUN
cana-2860	168	20	of	of	ADP
cana-2860	168	21	instructions	instruction	NOUN
cana-2860	168	22	that	that	PRON
cana-2860	168	23	need	need	VERB
cana-2860	168	24	to	to	PART
cana-2860	168	25	be	be	AUX
cana-2860	168	26	repeatedly	repeatedly	ADV
cana-2860	168	27	executed	execute	VERB
cana-2860	168	28	,	,	PUNCT
cana-2860	168	29	thus	thus	ADV
cana-2860	168	30	improving	improve	VERB
cana-2860	168	31	the	the	DET
cana-2860	168	32	overall	overall	ADJ
cana-2860	168	33	performance	performance	NOUN
cana-2860	168	34	of	of	ADP
cana-2860	168	35	the	the	DET
cana-2860	168	36	program	program	NOUN
cana-2860	168	37	.	.	PUNCT
cana-2860	169	1	final	final	ADJ
cana-2860	169	2	stage	stage	NOUN
cana-2860	169	3	:	:	PUNCT
cana-2860	169	4	generating	generate	VERB
cana-2860	169	5	optimized	optimize	VERB
cana-2860	169	6	code	code	NOUN
cana-2860	169	7	optimizer	optimizer	NOUN
cana-2860	169	8	coordinator	coordinator	NOUN
cana-2860	169	9	:	:	PUNCT
cana-2860	169	10	the	the	DET
cana-2860	169	11	optimizer	optimizer	NOUN
cana-2860	169	12	coordinates	coordinate	VERB
cana-2860	169	13	the	the	DET
cana-2860	169	14	changes	change	NOUN
cana-2860	169	15	from	from	ADP
cana-2860	169	16	both	both	DET
cana-2860	169	17	dead	dead	ADJ
cana-2860	169	18	code	code	NOUN
cana-2860	169	19	elimination	elimination	NOUN
cana-2860	169	20	and	and	CCONJ
cana-2860	169	21	loop	loop	NOUN
cana-2860	169	22	invariant	invariant	PROPN
cana-2860	169	23	code	code	NOUN
cana-2860	169	24	motion	motion	NOUN
cana-2860	169	25	.	.	PUNCT
cana-2860	170	1	optimized	optimize	VERB
cana-2860	170	2	code	code	NOUN
cana-2860	170	3	:	:	PUNCT
cana-2860	170	4	the	the	DET
cana-2860	170	5	final	final	ADJ
cana-2860	170	6	output	output	NOUN
cana-2860	170	7	is	be	AUX
cana-2860	170	8	the	the	DET
cana-2860	170	9	optimized	optimize	VERB
cana-2860	170	10	code	code	NOUN
cana-2860	170	11	,	,	PUNCT
cana-2860	170	12	which	which	PRON
cana-2860	170	13	has	have	VERB
cana-2860	170	14	fewer	few	ADJ
cana-2860	170	15	lines	line	NOUN
cana-2860	170	16	of	of	ADP
cana-2860	170	17	code	code	NOUN
cana-2860	170	18	,	,	PUNCT
cana-2860	170	19	improved	improved	ADJ
cana-2860	170	20	structure	structure	NOUN
cana-2860	170	21	,	,	PUNCT
cana-2860	170	22	and	and	CCONJ
cana-2860	170	23	enhanced	enhance	VERB
cana-2860	170	24	performance	performance	NOUN
cana-2860	170	25	due	due	ADP
cana-2860	170	26	to	to	ADP
cana-2860	170	27	reduced	reduce	VERB
cana-2860	170	28	redundant	redundant	ADJ
cana-2860	170	29	computations	computation	NOUN
cana-2860	170	30	and	and	CCONJ
cana-2860	170	31	unnecessary	unnecessary	ADJ
cana-2860	170	32	code	code	NOUN
cana-2860	170	33	.	.	PUNCT
cana-2860	171	1	6	6	NUM
cana-2860	171	2	.	.	X
cana-2860	171	3	comparison	comparison	NOUN
cana-2860	171	4	of	of	ADP
cana-2860	171	5	the	the	DET
cana-2860	171	6	existing	exist	VERB
cana-2860	171	7	model	model	NOUN
cana-2860	171	8	with	with	ADP
cana-2860	171	9	our	our	PRON
cana-2860	171	10	opticodezenith	opticodezenith	PROPN
cana-2860	171	11	model	model	NOUN
cana-2860	171	12	.	.	PUNCT
cana-2860	171	13	table	table	NOUN
cana-2860	172	1	no	no	INTJ
cana-2860	172	2	.	.	NOUN
cana-2860	172	3	1	1	NUM
cana-2860	172	4	:	:	PUNCT
cana-2860	172	5	comparison	comparison	NOUN
cana-2860	172	6	results	result	VERB
cana-2860	172	7	with	with	ADP
cana-2860	172	8	different	different	ADJ
cana-2860	172	9	applications	application	NOUN
cana-2860	172	10	pplications	pplication	NOUN
cana-2860	172	11	name	name	VERB
cana-2860	172	12	blin	blin	PROPN
cana-2860	172	13	k	k	PROPN
cana-2860	173	1	[	[	X
cana-2860	173	2	27	27	NUM
cana-2860	173	3	]	]	SYM
cana-2860	173	4	rfmtole	rfmtole	NOUN
cana-2860	173	5	ds	ds	X
cana-2860	173	6	[	[	X
cana-2860	173	7	27	27	NUM
cana-2860	173	8	]	]	X
cana-2860	173	9	hfs	hfs	VERB
cana-2860	173	10	[	[	X
cana-2860	173	11	27	27	NUM
cana-2860	173	12	]	]	PUNCT
cana-2860	173	13	surg	surg	NOUN
cana-2860	173	14	e	e	NOUN
cana-2860	174	1	[	[	X
cana-2860	174	2	27	27	NUM
cana-2860	174	3	]	]	PUNCT
cana-2860	174	4	acoust	acoust	ADV
cana-2860	174	5	ic	ic	PROPN
cana-2860	175	1	[	[	X
cana-2860	175	2	27	27	NUM
cana-2860	175	3	]	]	PUNCT
cana-2860	175	4	agil	agil	PROPN
cana-2860	175	5	a	a	DET
cana-2860	175	6	[	[	X
cana-2860	175	7	27	27	NUM
cana-2860	175	8	]	]	PUNCT
cana-2860	175	9	taskap	taskap	NOUN
cana-2860	175	10	p	p	PROPN
cana-2860	176	1	[	[	X
cana-2860	176	2	27	27	NUM
cana-2860	176	3	]	]	X
cana-2860	176	4	opticodezen	opticodezen	ADJ
cana-2860	176	5	ith	ith	ADJ
cana-2860	176	6	number	number	NOUN
cana-2860	176	7	of	of	ADP
cana-2860	176	8	lines	line	NOUN
cana-2860	176	9	of	of	ADP
cana-2860	176	10	code	code	NOUN
cana-2860	176	11	150	150	NUM
cana-2860	176	12	174	174	NUM
cana-2860	176	13	203	203	NUM
cana-2860	176	14	223	223	NUM
cana-2860	176	15	347	347	NUM
cana-2860	176	16	389	389	NUM
cana-2860	176	17	452	452	NUM
cana-2860	176	18	731	731	NUM
cana-2860	176	19	number	number	NOUN
cana-2860	176	20	of	of	ADP
cana-2860	176	21	deadcode	deadcode	NOUN
cana-2860	176	22	lines	line	NOUN
cana-2860	176	23	27	27	NUM
cana-2860	176	24	35	35	NUM
cana-2860	176	25	31	31	NUM
cana-2860	176	26	46	46	NUM
cana-2860	176	27	41	41	NUM
cana-2860	176	28	54	54	NUM
cana-2860	176	29	79	79	NUM
cana-2860	176	30	150	150	NUM
cana-2860	176	31	number	number	NOUN
cana-2860	176	32	of	of	ADP
cana-2860	176	33	unused	unused	ADJ
cana-2860	176	34	variable	variable	NOUN
cana-2860	176	35	16	16	NUM
cana-2860	176	36	19	19	NUM
cana-2860	176	37	21	21	NUM
cana-2860	176	38	11	11	NUM
cana-2860	176	39	12	12	NUM
cana-2860	176	40	23	23	NUM
cana-2860	176	41	29	29	NUM
cana-2860	176	42	57	57	NUM
cana-2860	176	43	compile	compile	NOUN
cana-2860	176	44	time	time	NOUN
cana-2860	176	45	before	before	SCONJ
cana-2860	176	46	optimization(milliseco	optimization(milliseco	PROPN
cana-2860	176	47	nds	nds	PROPN
cana-2860	176	48	)	)	PUNCT
cana-2860	176	49	2.45	2.45	NUM
cana-2860	176	50	1.45	1.45	NUM
cana-2860	176	51	2.6	2.6	NUM
cana-2860	176	52	7	7	NUM
cana-2860	176	53	2.78	2.78	NUM
cana-2860	176	54	1.78	1.78	NUM
cana-2860	176	55	2.23	2.23	NUM
cana-2860	176	56	1.28	1.28	NUM
cana-2860	176	57	1.13	1.13	NUM
cana-2860	176	58	compile	compile	NOUN
cana-2860	176	59	time	time	NOUN
cana-2860	176	60	after	after	SCONJ
cana-2860	176	61	optimization(milliseco	optimization(milliseco	PROPN
cana-2860	176	62	nds	nds	PROPN
cana-2860	176	63	)	)	PUNCT
cana-2860	176	64	2.12	2.12	NUM
cana-2860	176	65	1.12	1.12	NUM
cana-2860	176	66	2.3	2.3	NUM
cana-2860	176	67	1	1	NUM
cana-2860	176	68	2.13	2.13	NUM
cana-2860	176	69	1.48	1.48	NUM
cana-2860	176	70	2.18	2.18	NUM
cana-2860	176	71	1.02	1.02	NUM
cana-2860	176	72	0.90	0.90	NUM
cana-2860	176	73	efficiency	efficiency	NOUN
cana-2860	176	74	(	(	PUNCT
cana-2860	176	75	10	10	NUM
cana-2860	176	76	-	-	PUNCT
cana-2860	176	77	point	point	NOUN
cana-2860	176	78	scale	scale	NOUN
cana-2860	176	79	)	)	PUNCT
cana-2860	176	80	2.34	2.34	NUM
cana-2860	176	81	3.45	3.45	NUM
cana-2860	176	82	1.3	1.3	NUM
cana-2860	176	83	4	4	NUM
cana-2860	176	84	2.37	2.37	NUM
cana-2860	176	85	2.45	2.45	NUM
cana-2860	176	86	3.67	3.67	NUM
cana-2860	176	87	3.89	3.89	NUM
cana-2860	176	88	5.38	5.38	NUM
cana-2860	176	89	a	a	DET
cana-2860	176	90	detailed	detailed	ADJ
cana-2860	176	91	comparison	comparison	NOUN
cana-2860	176	92	of	of	ADP
cana-2860	176	93	different	different	ADJ
cana-2860	176	94	software	software	NOUN
cana-2860	176	95	programs	program	NOUN
cana-2860	176	96	before	before	ADP
cana-2860	176	97	and	and	CCONJ
cana-2860	176	98	after	after	SCONJ
cana-2860	176	99	code	code	NOUN
cana-2860	176	100	optimization	optimization	NOUN
cana-2860	176	101	is	be	AUX
cana-2860	176	102	prepared	prepare	VERB
cana-2860	176	103	by	by	ADP
cana-2860	176	104	our	our	PRON
cana-2860	176	105	result	result	NOUN
cana-2860	176	106	analysis	analysis	NOUN
cana-2860	176	107	.	.	PUNCT
cana-2860	177	1	included	include	VERB
cana-2860	177	2	in	in	ADP
cana-2860	177	3	the	the	DET
cana-2860	177	4	measuring	measure	VERB
cana-2860	177	5	system	system	NOUN
cana-2860	177	6	are	be	AUX
cana-2860	177	7	the	the	DET
cana-2860	177	8	following	following	NOUN
cana-2860	177	9	:	:	PUNCT
cana-2860	177	10	the	the	DET
cana-2860	177	11	total	total	ADJ
cana-2860	177	12	amount	amount	NOUN
cana-2860	177	13	of	of	ADP
cana-2860	177	14	lines	line	NOUN
cana-2860	177	15	of	of	ADP
cana-2860	177	16	code	code	NOUN
cana-2860	177	17	,	,	PUNCT
cana-2860	177	18	the	the	DET
cana-2860	177	19	total	total	ADJ
cana-2860	177	20	number	number	NOUN
cana-2860	177	21	of	of	ADP
cana-2860	177	22	dead	dead	ADJ
cana-2860	177	23	code	code	NOUN
cana-2860	177	24	lines	line	NOUN
cana-2860	177	25	,	,	PUNCT
cana-2860	177	26	the	the	DET
cana-2860	177	27	total	total	ADJ
cana-2860	177	28	number	number	NOUN
cana-2860	177	29	of	of	ADP
cana-2860	177	30	new	new	ADJ
cana-2860	177	31	variables	variable	NOUN
cana-2860	177	32	,	,	PUNCT
cana-2860	177	33	the	the	DET
cana-2860	177	34	compilation	compilation	NOUN
cana-2860	177	35	time	time	NOUN
cana-2860	177	36	before	before	ADV
cana-2860	177	37	and	and	CCONJ
cana-2860	177	38	after	after	ADP
cana-2860	177	39	optimization	optimization	NOUN
cana-2860	177	40	,	,	PUNCT
cana-2860	177	41	and	and	CCONJ
cana-2860	177	42	a	a	DET
cana-2860	177	43	10	10	NUM
cana-2860	177	44	-	-	PUNCT
cana-2860	177	45	point	point	NOUN
cana-2860	177	46	efficiency	efficiency	NOUN
cana-2860	177	47	rating	rating	NOUN
cana-2860	177	48	.	.	PUNCT
cana-2860	178	1	understanding	understand	VERB
cana-2860	178	2	the	the	DET
cana-2860	178	3	impact	impact	NOUN
cana-2860	178	4	of	of	ADP
cana-2860	178	5	optimization	optimization	NOUN
cana-2860	178	6	strategies	strategy	NOUN
cana-2860	178	7	on	on	ADP
cana-2860	178	8	code	code	NOUN
cana-2860	178	9	execution	execution	NOUN
cana-2860	178	10	and	and	CCONJ
cana-2860	178	11	efficiency	efficiency	NOUN
cana-2860	178	12	requires	require	VERB
cana-2860	178	13	an	an	DET
cana-2860	178	14	understanding	understanding	NOUN
cana-2860	178	15	of	of	ADP
cana-2860	178	16	this	this	DET
cana-2860	178	17	analysis	analysis	NOUN
cana-2860	178	18	.	.	PUNCT
cana-2860	179	1	the	the	DET
cana-2860	179	2	following	follow	VERB
cana-2860	179	3	segments	segment	NOUN
cana-2860	179	4	specify	specify	VERB
cana-2860	179	5	a	a	DET
cana-2860	179	6	thorough	thorough	ADJ
cana-2860	179	7	evaluation	evaluation	NOUN
cana-2860	179	8	of	of	ADP
cana-2860	179	9	each	each	DET
cana-2860	179	10	application	application	NOUN
cana-2860	179	11	's	's	PART
cana-2860	179	12	execution	execution	NOUN
cana-2860	179	13	and	and	CCONJ
cana-2860	179	14	efficiency	efficiency	NOUN
cana-2860	179	15	progress	progress	NOUN
cana-2860	179	16	.	.	PUNCT
cana-2860	180	1	[	[	X
cana-2860	180	2	23	23	NUM
cana-2860	180	3	]	]	PUNCT
cana-2860	180	4	communications	communication	NOUN
cana-2860	180	5	on	on	ADP
cana-2860	180	6	applied	apply	VERB
cana-2860	180	7	nonlinear	nonlinear	ADJ
cana-2860	180	8	analysis	analysis	NOUN
cana-2860	180	9	issn	issn	NOUN
cana-2860	180	10	:	:	PUNCT
cana-2860	180	11	1074	1074	NUM
cana-2860	180	12	-	-	PUNCT
cana-2860	180	13	133x	133x	NUM
cana-2860	180	14	vol	vol	NOUN
cana-2860	180	15	32	32	NUM
cana-2860	180	16	no	no	NOUN
cana-2860	180	17	.	.	PUNCT
cana-2860	181	1	4s	4s	NUM
cana-2860	181	2	(	(	PUNCT
cana-2860	181	3	2025	2025	NUM
cana-2860	181	4	)	)	PUNCT
cana-2860	181	5	411	411	NUM
cana-2860	181	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	181	7	at	at	ADP
cana-2860	181	8	first	first	ADV
cana-2860	181	9	,	,	PUNCT
cana-2860	181	10	the	the	DET
cana-2860	181	11	blink	blink	NOUN
cana-2860	181	12	application	application	NOUN
cana-2860	181	13	contained	contain	VERB
cana-2860	181	14	150	150	NUM
cana-2860	181	15	lines	line	NOUN
cana-2860	181	16	of	of	ADP
cana-2860	181	17	code	code	NOUN
cana-2860	181	18	,	,	PUNCT
cana-2860	181	19	of	of	ADP
cana-2860	181	20	which	which	PRON
cana-2860	181	21	16	16	NUM
cana-2860	181	22	were	be	AUX
cana-2860	181	23	variables	variable	NOUN
cana-2860	181	24	that	that	PRON
cana-2860	181	25	were	be	AUX
cana-2860	181	26	never	never	ADV
cana-2860	181	27	utilized	utilize	VERB
cana-2860	181	28	and	and	CCONJ
cana-2860	181	29	27	27	NUM
cana-2860	181	30	were	be	AUX
cana-2860	181	31	deemed	deem	VERB
cana-2860	181	32	to	to	PART
cana-2860	181	33	be	be	AUX
cana-2860	181	34	dead	dead	ADJ
cana-2860	181	35	code	code	NOUN
cana-2860	182	1	[	[	X
cana-2860	182	2	24][25	24][25	PROPN
cana-2860	182	3	]	]	PUNCT
cana-2860	182	4	.	.	PUNCT
cana-2860	183	1	the	the	DET
cana-2860	183	2	optimization	optimization	NOUN
cana-2860	183	3	produced	produce	VERB
cana-2860	183	4	an	an	DET
cana-2860	183	5	efficiency	efficiency	NOUN
cana-2860	183	6	rating	rating	NOUN
cana-2860	183	7	of	of	ADP
cana-2860	183	8	2.34	2.34	NUM
cana-2860	183	9	by	by	ADP
cana-2860	183	10	cutting	cut	VERB
cana-2860	183	11	the	the	DET
cana-2860	183	12	compile	compile	NOUN
cana-2860	183	13	time	time	NOUN
cana-2860	183	14	from	from	ADP
cana-2860	183	15	2.45	2.45	NUM
cana-2860	183	16	milliseconds	millisecond	NOUN
cana-2860	183	17	to	to	ADP
cana-2860	183	18	2.12	2.12	NUM
cana-2860	183	19	milliseconds	millisecond	NOUN
cana-2860	183	20	.	.	PUNCT
cana-2860	184	1	while	while	SCONJ
cana-2860	184	2	the	the	DET
cana-2860	184	3	removal	removal	NOUN
cana-2860	184	4	of	of	ADP
cana-2860	184	5	unnecessary	unnecessary	ADJ
cana-2860	184	6	code	code	PROPN
cana-2860	184	7	indicates	indicate	VERB
cana-2860	184	8	a	a	DET
cana-2860	184	9	considerable	considerable	ADJ
cana-2860	184	10	gain	gain	NOUN
cana-2860	184	11	in	in	ADP
cana-2860	184	12	code	code	NOUN
cana-2860	184	13	efficiency	efficiency	NOUN
cana-2860	184	14	,	,	PUNCT
cana-2860	184	15	opticode	opticode	NOUN
cana-2860	184	16	performs	perform	VERB
cana-2860	184	17	better	well	ADV
cana-2860	184	18	than	than	SCONJ
cana-2860	184	19	blink	blink	VERB
cana-2860	184	20	since	since	SCONJ
cana-2860	184	21	it	it	PRON
cana-2860	184	22	has	have	VERB
cana-2860	184	23	a	a	DET
cana-2860	184	24	larger	large	ADJ
cana-2860	184	25	codebase	codebase	ADJ
cana-2860	184	26	and	and	CCONJ
cana-2860	184	27	more	more	ADV
cana-2860	184	28	significant	significant	ADJ
cana-2860	184	29	optimization	optimization	NOUN
cana-2860	184	30	outcomes	outcome	NOUN
cana-2860	184	31	.	.	PUNCT
cana-2860	185	1	with	with	ADP
cana-2860	185	2	174	174	NUM
cana-2860	185	3	lines	line	NOUN
cana-2860	185	4	of	of	ADP
cana-2860	185	5	code	code	NOUN
cana-2860	185	6	,	,	PUNCT
cana-2860	185	7	rfmtoleds	rfmtoled	NOUN
cana-2860	185	8	had	have	VERB
cana-2860	185	9	19	19	NUM
cana-2860	185	10	unnecessary	unnecessary	ADJ
cana-2860	185	11	variables	variable	NOUN
cana-2860	185	12	and	and	CCONJ
cana-2860	185	13	35	35	NUM
cana-2860	185	14	lines	line	NOUN
cana-2860	185	15	of	of	ADP
cana-2860	185	16	dead	dead	ADJ
cana-2860	185	17	code	code	NOUN
cana-2860	185	18	.	.	PUNCT
cana-2860	186	1	the	the	DET
cana-2860	186	2	compile	compile	NOUN
cana-2860	186	3	time	time	NOUN
cana-2860	186	4	was	be	AUX
cana-2860	186	5	lowered	lower	VERB
cana-2860	186	6	from	from	ADP
cana-2860	186	7	1.45	1.45	NUM
cana-2860	186	8	milliseconds	millisecond	NOUN
cana-2860	186	9	to	to	ADP
cana-2860	186	10	1.12	1.12	NUM
cana-2860	186	11	milliseconds	millisecond	NOUN
cana-2860	186	12	after	after	ADP
cana-2860	186	13	optimisation	optimisation	NOUN
cana-2860	186	14	.	.	PUNCT
cana-2860	187	1	performance	performance	NOUN
cana-2860	187	2	and	and	CCONJ
cana-2860	187	3	code	code	NOUN
cana-2860	187	4	quality	quality	NOUN
cana-2860	187	5	appear	appear	VERB
cana-2860	187	6	to	to	PART
cana-2860	187	7	have	have	AUX
cana-2860	187	8	significantly	significantly	ADV
cana-2860	187	9	improved	improve	VERB
cana-2860	187	10	,	,	PUNCT
cana-2860	187	11	as	as	SCONJ
cana-2860	187	12	indicated	indicate	VERB
cana-2860	187	13	by	by	ADP
cana-2860	187	14	the	the	DET
cana-2860	187	15	efficiency	efficiency	NOUN
cana-2860	187	16	rating	rating	NOUN
cana-2860	187	17	of	of	ADP
cana-2860	187	18	3.45	3.45	NUM
cana-2860	187	19	.	.	PUNCT
cana-2860	188	1	better	well	ADJ
cana-2860	188	2	overall	overall	ADJ
cana-2860	188	3	performance	performance	NOUN
cana-2860	188	4	is	be	AUX
cana-2860	188	5	indicated	indicate	VERB
cana-2860	188	6	by	by	ADP
cana-2860	188	7	opticode	opticode	PROPN
cana-2860	188	8	's	's	PART
cana-2860	188	9	optimisation	optimisation	NOUN
cana-2860	188	10	,	,	PUNCT
cana-2860	188	11	which	which	PRON
cana-2860	188	12	also	also	ADV
cana-2860	188	13	yields	yield	VERB
cana-2860	188	14	a	a	DET
cana-2860	188	15	higher	high	ADJ
cana-2860	188	16	efficiency	efficiency	NOUN
cana-2860	188	17	rating	rating	NOUN
cana-2860	188	18	and	and	CCONJ
cana-2860	188	19	a	a	DET
cana-2860	188	20	more	more	ADV
cana-2860	188	21	significant	significant	ADJ
cana-2860	188	22	compile	compile	NOUN
cana-2860	188	23	time	time	NOUN
cana-2860	188	24	decrease	decrease	NOUN
cana-2860	188	25	.	.	PUNCT
cana-2860	189	1	out	out	ADP
cana-2860	189	2	of	of	ADP
cana-2860	189	3	the	the	DET
cana-2860	189	4	203	203	NUM
cana-2860	189	5	lines	line	NOUN
cana-2860	189	6	of	of	ADP
cana-2860	189	7	code	code	NOUN
cana-2860	189	8	in	in	ADP
cana-2860	189	9	the	the	DET
cana-2860	189	10	hfs	hfs	ADJ
cana-2860	189	11	programme	programme	NOUN
cana-2860	189	12	,	,	PUNCT
cana-2860	189	13	21	21	NUM
cana-2860	189	14	were	be	AUX
cana-2860	189	15	variables	variable	NOUN
cana-2860	189	16	that	that	PRON
cana-2860	189	17	were	be	AUX
cana-2860	189	18	not	not	PART
cana-2860	189	19	in	in	ADP
cana-2860	189	20	use	use	NOUN
cana-2860	189	21	and	and	CCONJ
cana-2860	189	22	31	31	NUM
cana-2860	189	23	were	be	AUX
cana-2860	189	24	dead	dead	ADJ
cana-2860	189	25	code	code	NOUN
cana-2860	189	26	.	.	PUNCT
cana-2860	190	1	the	the	DET
cana-2860	190	2	build	build	NOUN
cana-2860	190	3	time	time	NOUN
cana-2860	190	4	was	be	AUX
cana-2860	190	5	moderated	moderate	VERB
cana-2860	190	6	from	from	ADP
cana-2860	190	7	2.67	2.67	NUM
cana-2860	190	8	milliseconds	millisecond	NOUN
cana-2860	190	9	to	to	ADP
cana-2860	190	10	2.31	2.31	NUM
cana-2860	190	11	milliseconds	millisecond	NOUN
cana-2860	190	12	through	through	ADP
cana-2860	190	13	optimisation	optimisation	NOUN
cana-2860	190	14	.	.	PUNCT
cana-2860	191	1	the	the	DET
cana-2860	191	2	efficiency	efficiency	NOUN
cana-2860	191	3	rating	rating	NOUN
cana-2860	191	4	remains	remain	VERB
cana-2860	191	5	poor	poor	ADJ
cana-2860	191	6	at	at	ADP
cana-2860	191	7	1.34	1.34	NUM
cana-2860	191	8	despite	despite	SCONJ
cana-2860	191	9	these	these	DET
cana-2860	191	10	improvements	improvement	NOUN
cana-2860	191	11	,	,	PUNCT
cana-2860	191	12	suggesting	suggest	VERB
cana-2860	191	13	that	that	SCONJ
cana-2860	191	14	further	further	ADJ
cana-2860	191	15	optimisation	optimisation	NOUN
cana-2860	191	16	may	may	AUX
cana-2860	191	17	be	be	AUX
cana-2860	191	18	required	require	VERB
cana-2860	191	19	.	.	PUNCT
cana-2860	192	1	by	by	ADP
cana-2860	192	2	contrast	contrast	NOUN
cana-2860	192	3	,	,	PUNCT
cana-2860	192	4	opticode	opticode	NOUN
cana-2860	192	5	attains	attain	VERB
cana-2860	192	6	a	a	DET
cana-2860	192	7	far	far	ADV
cana-2860	192	8	better	well	ADJ
cana-2860	192	9	efficiency	efficiency	NOUN
cana-2860	192	10	rating	rating	NOUN
cana-2860	192	11	and	and	CCONJ
cana-2860	192	12	more	more	ADV
cana-2860	192	13	noticeable	noticeable	ADJ
cana-2860	192	14	performance	performance	NOUN
cana-2860	192	15	improvements	improvement	NOUN
cana-2860	192	16	.	.	PUNCT
cana-2860	193	1	with	with	ADP
cana-2860	193	2	223	223	NUM
cana-2860	193	3	lines	line	NOUN
cana-2860	193	4	of	of	ADP
cana-2860	193	5	code	code	NOUN
cana-2860	193	6	,	,	PUNCT
cana-2860	193	7	the	the	DET
cana-2860	193	8	surge	surge	NOUN
cana-2860	193	9	program	program	NOUN
cana-2860	193	10	contained	contain	VERB
cana-2860	193	11	11	11	NUM
cana-2860	193	12	unnecessary	unnecessary	ADJ
cana-2860	193	13	variables	variable	NOUN
cana-2860	193	14	and	and	CCONJ
cana-2860	193	15	46	46	NUM
cana-2860	193	16	dead	dead	ADJ
cana-2860	193	17	code	code	NOUN
cana-2860	193	18	lines	line	NOUN
cana-2860	193	19	.	.	PUNCT
cana-2860	194	1	following	follow	VERB
cana-2860	194	2	optimisation	optimisation	NOUN
cana-2860	194	3	,	,	PUNCT
cana-2860	194	4	the	the	DET
cana-2860	194	5	efficiency	efficiency	NOUN
cana-2860	194	6	rating	rating	NOUN
cana-2860	194	7	was	be	AUX
cana-2860	194	8	2.37	2.37	NUM
cana-2860	194	9	,	,	PUNCT
cana-2860	194	10	with	with	ADP
cana-2860	194	11	a	a	DET
cana-2860	194	12	compile	compile	NOUN
cana-2860	194	13	-	-	PUNCT
cana-2860	194	14	time	time	NOUN
cana-2860	194	15	reduction	reduction	NOUN
cana-2860	194	16	from	from	ADP
cana-2860	194	17	2.78	2.78	NUM
cana-2860	194	18	milliseconds	millisecond	NOUN
cana-2860	194	19	to	to	ADP
cana-2860	194	20	2.13	2.13	NUM
cana-2860	194	21	milliseconds	millisecond	NOUN
cana-2860	194	22	.	.	PUNCT
cana-2860	195	1	this	this	PRON
cana-2860	195	2	suggests	suggest	VERB
cana-2860	195	3	that	that	SCONJ
cana-2860	195	4	performance	performance	NOUN
cana-2860	195	5	has	have	AUX
cana-2860	195	6	improved	improve	VERB
cana-2860	195	7	to	to	ADP
cana-2860	195	8	a	a	DET
cana-2860	195	9	satisfactory	satisfactory	ADJ
cana-2860	195	10	level	level	NOUN
cana-2860	195	11	.	.	PUNCT
cana-2860	196	1	however	however	ADV
cana-2860	196	2	,	,	PUNCT
cana-2860	196	3	opticode	opticode	PROPN
cana-2860	196	4	's	's	PART
cana-2860	196	5	improvements	improvement	NOUN
cana-2860	196	6	are	be	AUX
cana-2860	196	7	more	more	ADV
cana-2860	196	8	significant	significant	ADJ
cana-2860	196	9	,	,	PUNCT
cana-2860	196	10	demonstrating	demonstrate	VERB
cana-2860	196	11	the	the	DET
cana-2860	196	12	greater	great	ADJ
cana-2860	196	13	influence	influence	NOUN
cana-2860	196	14	of	of	ADP
cana-2860	196	15	our	our	PRON
cana-2860	196	16	optimization	optimization	NOUN
cana-2860	196	17	methods	method	NOUN
cana-2860	196	18	.	.	PUNCT
cana-2860	197	1	the	the	DET
cana-2860	197	2	347	347	NUM
cana-2860	197	3	lines	line	NOUN
cana-2860	197	4	of	of	ADP
cana-2860	197	5	source	source	NOUN
cana-2860	197	6	code	code	NOUN
cana-2860	197	7	that	that	PRON
cana-2860	197	8	made	make	VERB
cana-2860	197	9	up	up	ADP
cana-2860	197	10	acoustic	acoustic	ADJ
cana-2860	197	11	included	include	VERB
cana-2860	197	12	12	12	NUM
cana-2860	197	13	unnecessary	unnecessary	ADJ
cana-2860	197	14	variables	variable	NOUN
cana-2860	197	15	and	and	CCONJ
cana-2860	197	16	41	41	NUM
cana-2860	197	17	lines	line	NOUN
cana-2860	197	18	of	of	ADP
cana-2860	197	19	dead	dead	ADJ
cana-2860	197	20	code	code	NOUN
cana-2860	197	21	.	.	PUNCT
cana-2860	198	1	the	the	DET
cana-2860	198	2	compile	compile	NOUN
cana-2860	198	3	time	time	NOUN
cana-2860	198	4	was	be	AUX
cana-2860	198	5	shortened	shorten	VERB
cana-2860	198	6	from	from	ADP
cana-2860	198	7	1.78	1.78	NUM
cana-2860	198	8	milliseconds	millisecond	NOUN
cana-2860	198	9	to	to	ADP
cana-2860	198	10	1.48	1.48	NUM
cana-2860	198	11	milliseconds	millisecond	NOUN
cana-2860	198	12	through	through	ADP
cana-2860	198	13	optimization	optimization	NOUN
cana-2860	198	14	,	,	PUNCT
cana-2860	198	15	yielding	yield	VERB
cana-2860	198	16	an	an	DET
cana-2860	198	17	efficiency	efficiency	NOUN
cana-2860	198	18	rating	rating	NOUN
cana-2860	198	19	of	of	ADP
cana-2860	198	20	2.45	2.45	NUM
cana-2860	198	21	.	.	PUNCT
cana-2860	199	1	effective	effective	ADJ
cana-2860	199	2	code	code	NOUN
cana-2860	199	3	optimization	optimization	NOUN
cana-2860	199	4	is	be	AUX
cana-2860	199	5	indicated	indicate	VERB
cana-2860	199	6	by	by	ADP
cana-2860	199	7	the	the	DET
cana-2860	199	8	improvement	improvement	NOUN
cana-2860	199	9	in	in	ADP
cana-2860	199	10	compilation	compilation	NOUN
cana-2860	199	11	time	time	NOUN
cana-2860	199	12	.	.	PUNCT
cana-2860	200	1	acoustic	acoustic	PROPN
cana-2860	200	2	's	's	PART
cana-2860	200	3	compile	compile	NOUN
cana-2860	200	4	time	time	NOUN
cana-2860	200	5	reductions	reduction	NOUN
cana-2860	200	6	and	and	CCONJ
cana-2860	200	7	efficiency	efficiency	NOUN
cana-2860	200	8	are	be	AUX
cana-2860	200	9	less	less	ADV
cana-2860	200	10	impressive	impressive	ADJ
cana-2860	200	11	than	than	ADP
cana-2860	200	12	opticode	opticode	NOUN
cana-2860	200	13	's	's	PART
cana-2860	200	14	,	,	PUNCT
cana-2860	200	15	though	though	ADV
cana-2860	200	16	.	.	PUNCT
cana-2860	201	1	agilla	agilla	PROPN
cana-2860	201	2	contained	contain	VERB
cana-2860	201	3	389	389	NUM
cana-2860	201	4	lines	line	NOUN
cana-2860	201	5	of	of	ADP
cana-2860	201	6	code	code	NOUN
cana-2860	201	7	,	,	PUNCT
cana-2860	201	8	23	23	NUM
cana-2860	201	9	unnecessary	unnecessary	ADJ
cana-2860	201	10	variables	variable	NOUN
cana-2860	201	11	,	,	PUNCT
cana-2860	201	12	and	and	CCONJ
cana-2860	201	13	54	54	NUM
cana-2860	201	14	dead	dead	ADJ
cana-2860	201	15	code	code	NOUN
cana-2860	201	16	lines	line	NOUN
cana-2860	201	17	.	.	PUNCT
cana-2860	202	1	compile	compile	NOUN
cana-2860	202	2	time	time	NOUN
cana-2860	202	3	was	be	AUX
cana-2860	202	4	reduced	reduce	VERB
cana-2860	202	5	from	from	ADP
cana-2860	202	6	2.23	2.23	NUM
cana-2860	202	7	milliseconds	millisecond	NOUN
cana-2860	202	8	to	to	ADP
cana-2860	202	9	2.18	2.18	NUM
cana-2860	202	10	milliseconds	millisecond	NOUN
cana-2860	202	11	as	as	ADP
cana-2860	202	12	a	a	DET
cana-2860	202	13	result	result	NOUN
cana-2860	202	14	of	of	ADP
cana-2860	202	15	optimization	optimization	NOUN
cana-2860	202	16	.	.	PUNCT
cana-2860	203	1	the	the	DET
cana-2860	203	2	efficiency	efficiency	NOUN
cana-2860	203	3	rating	rating	NOUN
cana-2860	203	4	of	of	ADP
cana-2860	203	5	3.67	3.67	NUM
cana-2860	203	6	suggests	suggest	VERB
cana-2860	203	7	a	a	DET
cana-2860	203	8	discernible	discernible	ADJ
cana-2860	203	9	gain	gain	NOUN
cana-2860	203	10	in	in	ADP
cana-2860	203	11	runtime	runtime	NOUN
cana-2860	203	12	performance	performance	NOUN
cana-2860	203	13	,	,	PUNCT
cana-2860	203	14	even	even	ADV
cana-2860	203	15	with	with	ADP
cana-2860	203	16	this	this	DET
cana-2860	203	17	slight	slight	ADJ
cana-2860	203	18	decrease	decrease	NOUN
cana-2860	203	19	in	in	ADP
cana-2860	203	20	compile	compile	NOUN
cana-2860	203	21	time	time	NOUN
cana-2860	203	22	.	.	PUNCT
cana-2860	204	1	however	however	ADV
cana-2860	204	2	,	,	PUNCT
cana-2860	204	3	opticode	opticode	PROPN
cana-2860	204	4	's	's	PART
cana-2860	204	5	optimization	optimization	NOUN
cana-2860	204	6	confirms	confirm	VERB
cana-2860	204	7	its	its	PRON
cana-2860	204	8	supremacy	supremacy	NOUN
cana-2860	204	9	with	with	ADP
cana-2860	204	10	a	a	DET
cana-2860	204	11	higher	high	ADJ
cana-2860	204	12	efficiency	efficiency	NOUN
cana-2860	204	13	rating	rating	NOUN
cana-2860	204	14	and	and	CCONJ
cana-2860	204	15	a	a	DET
cana-2860	204	16	more	more	ADV
cana-2860	204	17	substantial	substantial	ADJ
cana-2860	204	18	compilation	compilation	NOUN
cana-2860	204	19	time	time	NOUN
cana-2860	204	20	decrease	decrease	NOUN
cana-2860	204	21	.	.	PUNCT
cana-2860	205	1	taskapp	taskapp	NOUN
cana-2860	205	2	's	's	PART
cana-2860	205	3	first	first	ADJ
cana-2860	205	4	452	452	NUM
cana-2860	205	5	lines	line	NOUN
cana-2860	205	6	of	of	ADP
cana-2860	205	7	code	code	NOUN
cana-2860	205	8	had	have	VERB
cana-2860	205	9	79	79	NUM
cana-2860	205	10	dead	dead	ADJ
cana-2860	205	11	code	code	NOUN
cana-2860	205	12	lines	line	NOUN
cana-2860	205	13	and	and	CCONJ
cana-2860	205	14	29	29	NUM
cana-2860	205	15	superfluous	superfluous	ADJ
cana-2860	205	16	variables	variable	NOUN
cana-2860	205	17	.	.	PUNCT
cana-2860	206	1	after	after	ADP
cana-2860	206	2	optimization	optimization	NOUN
cana-2860	206	3	,	,	PUNCT
cana-2860	206	4	the	the	DET
cana-2860	206	5	construction	construction	NOUN
cana-2860	206	6	time	time	NOUN
cana-2860	206	7	dropped	drop	VERB
cana-2860	206	8	dramatically	dramatically	ADV
cana-2860	206	9	from	from	ADP
cana-2860	206	10	1.28	1.28	NUM
cana-2860	206	11	milliseconds	millisecond	NOUN
cana-2860	206	12	to	to	ADP
cana-2860	206	13	1.02	1.02	NUM
cana-2860	206	14	milliseconds	millisecond	NOUN
cana-2860	206	15	,	,	PUNCT
cana-2860	206	16	with	with	ADP
cana-2860	206	17	a	a	DET
cana-2860	206	18	high	high	ADJ
cana-2860	206	19	-	-	PUNCT
cana-2860	206	20	efficiency	efficiency	NOUN
cana-2860	206	21	rating	rating	NOUN
cana-2860	206	22	of	of	ADP
cana-2860	206	23	3.89	3.89	NUM
cana-2860	206	24	.	.	PUNCT
cana-2860	207	1	this	this	PRON
cana-2860	207	2	demonstrates	demonstrate	VERB
cana-2860	207	3	how	how	SCONJ
cana-2860	207	4	optimization	optimization	NOUN
cana-2860	207	5	may	may	AUX
cana-2860	207	6	be	be	AUX
cana-2860	207	7	carried	carry	VERB
cana-2860	207	8	out	out	ADP
cana-2860	207	9	successfully	successfully	ADV
cana-2860	207	10	,	,	PUNCT
cana-2860	207	11	significantly	significantly	ADV
cana-2860	207	12	enhancing	enhance	VERB
cana-2860	207	13	code	code	NOUN
cana-2860	207	14	performance	performance	NOUN
cana-2860	207	15	.	.	PUNCT
cana-2860	208	1	however	however	ADV
cana-2860	208	2	,	,	PUNCT
cana-2860	208	3	opticode	opticode	PROPN
cana-2860	208	4	's	's	PART
cana-2860	208	5	better	well	ADJ
cana-2860	208	6	efficiency	efficiency	NOUN
cana-2860	208	7	rating	rating	NOUN
cana-2860	208	8	and	and	CCONJ
cana-2860	208	9	larger	large	ADJ
cana-2860	208	10	compilation	compilation	NOUN
cana-2860	208	11	time	time	NOUN
cana-2860	208	12	reduction	reduction	NOUN
cana-2860	208	13	demonstrate	demonstrate	VERB
cana-2860	208	14	its	its	PRON
cana-2860	208	15	superior	superior	ADJ
cana-2860	208	16	optimization	optimization	NOUN
cana-2860	208	17	outcomes	outcome	NOUN
cana-2860	208	18	.	.	PUNCT
cana-2860	209	1	opticode	opticode	ADJ
cana-2860	209	2	:	:	PUNCT
cana-2860	209	3	with	with	ADP
cana-2860	209	4	731	731	NUM
cana-2860	209	5	lines	line	NOUN
cana-2860	209	6	,	,	PUNCT
cana-2860	209	7	150	150	NUM
cana-2860	209	8	dead	dead	ADJ
cana-2860	209	9	code	code	NOUN
cana-2860	209	10	lines	line	NOUN
cana-2860	209	11	,	,	PUNCT
cana-2860	209	12	and	and	CCONJ
cana-2860	209	13	57	57	NUM
cana-2860	209	14	useless	useless	ADJ
cana-2860	209	15	variables	variable	NOUN
cana-2860	209	16	,	,	PUNCT
cana-2860	209	17	opticode	opticode	PROPN
cana-2860	209	18	had	have	VERB
cana-2860	209	19	the	the	DET
cana-2860	209	20	biggest	big	ADJ
cana-2860	209	21	codebase	codebase	ADJ
cana-2860	209	22	.	.	PUNCT
cana-2860	210	1	the	the	DET
cana-2860	210	2	build	build	NOUN
cana-2860	210	3	time	time	NOUN
cana-2860	210	4	was	be	AUX
cana-2860	210	5	drastically	drastically	ADV
cana-2860	210	6	reduced	reduce	VERB
cana-2860	210	7	from	from	ADP
cana-2860	210	8	1.13	1.13	NUM
cana-2860	210	9	milliseconds	millisecond	NOUN
cana-2860	210	10	to	to	ADP
cana-2860	210	11	0.90	0.90	NUM
cana-2860	210	12	milliseconds	millisecond	NOUN
cana-2860	210	13	by	by	ADP
cana-2860	210	14	the	the	DET
cana-2860	210	15	optimisation	optimisation	NOUN
cana-2860	210	16	process	process	NOUN
cana-2860	210	17	.	.	PUNCT
cana-2860	211	1	the	the	DET
cana-2860	211	2	significant	significant	ADJ
cana-2860	211	3	improvements	improvement	NOUN
cana-2860	211	4	in	in	ADP
cana-2860	211	5	performance	performance	NOUN
cana-2860	211	6	and	and	CCONJ
cana-2860	211	7	maintainability	maintainability	NOUN
cana-2860	211	8	brought	bring	VERB
cana-2860	211	9	about	about	ADP
cana-2860	211	10	by	by	ADP
cana-2860	211	11	optimisation	optimisation	NOUN
cana-2860	211	12	are	be	AUX
cana-2860	211	13	shown	show	VERB
cana-2860	211	14	by	by	ADP
cana-2860	211	15	the	the	DET
cana-2860	211	16	high	high	ADJ
cana-2860	211	17	efficiency	efficiency	NOUN
cana-2860	211	18	rating	rating	NOUN
cana-2860	211	19	of	of	ADP
cana-2860	211	20	5.38	5.38	NUM
cana-2860	211	21	.	.	PUNCT
cana-2860	212	1	opticode	opticode	PROPN
cana-2860	212	2	is	be	AUX
cana-2860	212	3	unquestionably	unquestionably	ADV
cana-2860	212	4	the	the	DET
cana-2860	212	5	most	most	ADV
cana-2860	212	6	efficient	efficient	ADJ
cana-2860	212	7	and	and	CCONJ
cana-2860	212	8	optimised	optimise	VERB
cana-2860	212	9	application	application	NOUN
cana-2860	212	10	when	when	SCONJ
cana-2860	212	11	compared	compare	VERB
cana-2860	212	12	to	to	ADP
cana-2860	212	13	others	other	NOUN
cana-2860	212	14	,	,	PUNCT
cana-2860	212	15	demonstrating	demonstrate	VERB
cana-2860	212	16	the	the	DET
cana-2860	212	17	potency	potency	NOUN
cana-2860	212	18	of	of	ADP
cana-2860	212	19	our	our	PRON
cana-2860	212	20	sophisticated	sophisticated	ADJ
cana-2860	212	21	optimisation	optimisation	NOUN
cana-2860	212	22	methods	method	NOUN
cana-2860	212	23	.	.	PUNCT
cana-2860	213	1	communications	communication	NOUN
cana-2860	213	2	on	on	ADP
cana-2860	213	3	applied	apply	VERB
cana-2860	213	4	nonlinear	nonlinear	ADJ
cana-2860	213	5	analysis	analysis	NOUN
cana-2860	213	6	issn	issn	NOUN
cana-2860	213	7	:	:	PUNCT
cana-2860	213	8	1074	1074	NUM
cana-2860	213	9	-	-	PUNCT
cana-2860	213	10	133x	133x	NUM
cana-2860	213	11	vol	vol	NOUN
cana-2860	213	12	32	32	NUM
cana-2860	213	13	no	no	NOUN
cana-2860	213	14	.	.	PUNCT
cana-2860	214	1	4s	4s	NUM
cana-2860	214	2	(	(	PUNCT
cana-2860	214	3	2025	2025	NUM
cana-2860	214	4	)	)	PUNCT
cana-2860	214	5	412	412	NUM
cana-2860	214	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-2860	214	7	comparison	comparison	NOUN
cana-2860	214	8	graphs	graph	NOUN
cana-2860	214	9	:	:	PUNCT
cana-2860	214	10	fig	fig	NOUN
cana-2860	214	11	.	.	PUNCT
cana-2860	215	1	no	no	INTJ
cana-2860	215	2	.	.	NOUN
cana-2860	216	1	2	2	NUM
cana-2860	216	2	:	:	PUNCT
cana-2860	216	3	compilation	compilation	NOUN
cana-2860	216	4	times	time	NOUN
cana-2860	216	5	before	before	ADV
cana-2860	216	6	and	and	CCONJ
cana-2860	216	7	after	after	ADP
cana-2860	216	8	the	the	DET
cana-2860	216	9	optimization	optimization	NOUN
cana-2860	216	10	the	the	DET
cana-2860	216	11	compile	compile	NOUN
cana-2860	216	12	times	time	NOUN
cana-2860	216	13	of	of	ADP
cana-2860	216	14	eight	eight	NUM
cana-2860	216	15	distinct	distinct	ADJ
cana-2860	216	16	applications	application	NOUN
cana-2860	216	17	are	be	AUX
cana-2860	216	18	compared	compare	VERB
cana-2860	216	19	in	in	ADP
cana-2860	216	20	the	the	DET
cana-2860	216	21	graph	graph	NOUN
cana-2860	216	22	"	"	PUNCT
cana-2860	216	23	compile	compile	NOUN
cana-2860	216	24	times	time	NOUN
cana-2860	216	25	earlier	early	ADV
cana-2860	216	26	and	and	CCONJ
cana-2860	216	27	afterwards	afterwards	ADV
cana-2860	216	28	optimisation	optimisation	NOUN
cana-2860	216	29	(	(	PUNCT
cana-2860	216	30	milliseconds	millisecond	NOUN
cana-2860	216	31	)	)	PUNCT
cana-2860	216	32	"	"	PUNCT
cana-2860	216	33	for	for	ADP
cana-2860	216	34	both	both	CCONJ
cana-2860	216	35	the	the	DET
cana-2860	216	36	before	before	NOUN
cana-2860	216	37	and	and	CCONJ
cana-2860	216	38	subsequent	subsequent	ADJ
cana-2860	216	39	optimization	optimization	NOUN
cana-2860	216	40	.	.	PUNCT
cana-2860	217	1	blink	blink	VERB
cana-2860	217	2	,	,	PUNCT
cana-2860	217	3	rfmtoleds	rfmtoled	NOUN
cana-2860	217	4	,	,	PUNCT
cana-2860	217	5	hfs	hfs	PROPN
cana-2860	217	6	,	,	PUNCT
cana-2860	217	7	surge	surge	ADJ
cana-2860	217	8	,	,	PUNCT
cana-2860	217	9	acoustic	acoustic	ADJ
cana-2860	217	10	,	,	PUNCT
cana-2860	217	11	agilla	agilla	NOUN
cana-2860	217	12	,	,	PUNCT
cana-2860	217	13	taskapp	taskapp	NOUN
cana-2860	217	14	,	,	PUNCT
cana-2860	217	15	and	and	CCONJ
cana-2860	217	16	opticode	opticode	NOUN
cana-2860	217	17	are	be	AUX
cana-2860	217	18	among	among	ADP
cana-2860	217	19	the	the	DET
cana-2860	217	20	programmes	programme	NOUN
cana-2860	217	21	that	that	PRON
cana-2860	217	22	are	be	AUX
cana-2860	217	23	estimated	estimate	VERB
cana-2860	217	24	.	.	PUNCT
cana-2860	218	1	an	an	DET
cana-2860	218	2	arranged	arrange	VERB
cana-2860	218	3	bar	bar	NOUN
cana-2860	218	4	indicates	indicate	VERB
cana-2860	218	5	the	the	DET
cana-2860	218	6	compilation	compilation	NOUN
cana-2860	218	7	time	time	NOUN
cana-2860	218	8	of	of	ADP
cana-2860	218	9	each	each	DET
cana-2860	218	10	application	application	NOUN
cana-2860	218	11	;	;	PUNCT
cana-2860	218	12	the	the	DET
cana-2860	218	13	top	top	ADJ
cana-2860	218	14	section	section	NOUN
cana-2860	218	15	(	(	PUNCT
cana-2860	218	16	blue	blue	ADJ
cana-2860	218	17	)	)	PUNCT
cana-2860	218	18	indicates	indicate	VERB
cana-2860	218	19	the	the	DET
cana-2860	218	20	compile	compile	NOUN
cana-2860	218	21	time	time	NOUN
cana-2860	218	22	before	before	ADP
cana-2860	218	23	optimization	optimization	NOUN
cana-2860	218	24	,	,	PUNCT
cana-2860	218	25	while	while	SCONJ
cana-2860	218	26	the	the	DET
cana-2860	218	27	bottom	bottom	ADJ
cana-2860	218	28	section	section	NOUN
cana-2860	218	29	(	(	PUNCT
cana-2860	218	30	orange	orange	PROPN
cana-2860	218	31	)	)	PUNCT
cana-2860	218	32	indicates	indicate	VERB
cana-2860	218	33	the	the	DET
cana-2860	218	34	compile	compile	NOUN
cana-2860	218	35	time	time	NOUN
cana-2860	218	36	after	after	ADP
cana-2860	218	37	optimization	optimization	NOUN
cana-2860	218	38	.	.	PUNCT
cana-2860	219	1	it	it	PRON
cana-2860	219	2	is	be	AUX
cana-2860	219	3	evident	evident	ADJ
cana-2860	219	4	from	from	ADP
cana-2860	219	5	the	the	DET
cana-2860	219	6	graph	graph	NOUN
cana-2860	219	7	that	that	PRON
cana-2860	219	8	optimization	optimization	NOUN
cana-2860	219	9	has	have	AUX
cana-2860	219	10	reduced	reduce	VERB
cana-2860	219	11	compile	compile	NOUN
cana-2860	219	12	times	time	NOUN
cana-2860	219	13	across	across	ADP
cana-2860	219	14	the	the	DET
cana-2860	219	15	board	board	NOUN
cana-2860	219	16	for	for	ADP
cana-2860	219	17	all	all	DET
cana-2860	219	18	apps	app	NOUN
cana-2860	219	19	.	.	PUNCT
cana-2860	220	1	as	as	ADP
cana-2860	220	2	an	an	DET
cana-2860	220	3	example	example	NOUN
cana-2860	220	4	,	,	PUNCT
cana-2860	220	5	blink	blink	INTJ
cana-2860	220	6	displays	display	VERB
cana-2860	220	7	a	a	DET
cana-2860	220	8	reduction	reduction	NOUN
cana-2860	220	9	from	from	ADP
cana-2860	220	10	about	about	ADP
cana-2860	220	11	2.45	2.45	NUM
cana-2860	220	12	milliseconds	millisecond	NOUN
cana-2860	220	13	before	before	ADP
cana-2860	220	14	optimization	optimization	NOUN
cana-2860	220	15	to	to	ADP
cana-2860	220	16	roughly	roughly	ADV
cana-2860	220	17	2.12	2.12	NUM
cana-2860	220	18	milliseconds	millisecond	NOUN
cana-2860	220	19	following	follow	VERB
cana-2860	220	20	optimization	optimization	NOUN
cana-2860	220	21	.	.	PUNCT
cana-2860	221	1	the	the	DET
cana-2860	221	2	build	build	NOUN
cana-2860	221	3	time	time	NOUN
cana-2860	221	4	of	of	ADP
cana-2860	221	5	rfmtoleds	rfmtoled	NOUN
cana-2860	221	6	also	also	ADV
cana-2860	221	7	decreases	decrease	VERB
cana-2860	221	8	,	,	PUNCT
cana-2860	221	9	going	go	VERB
cana-2860	221	10	from	from	ADP
cana-2860	221	11	1.45	1.45	NUM
cana-2860	221	12	milliseconds	millisecond	NOUN
cana-2860	221	13	to	to	ADP
cana-2860	221	14	1.12	1.12	NUM
cana-2860	221	15	milliseconds	millisecond	NOUN
cana-2860	221	16	.	.	PUNCT
cana-2860	222	1	the	the	DET
cana-2860	222	2	application	application	NOUN
cana-2860	222	3	with	with	ADP
cana-2860	222	4	the	the	DET
cana-2860	222	5	biggest	big	ADJ
cana-2860	222	6	improvement	improvement	NOUN
cana-2860	222	7	is	be	AUX
cana-2860	222	8	opticode	opticode	ADJ
cana-2860	222	9	,	,	PUNCT
cana-2860	222	10	whose	whose	DET
cana-2860	222	11	compilation	compilation	NOUN
cana-2860	222	12	time	time	NOUN
cana-2860	222	13	dropped	drop	VERB
cana-2860	222	14	from	from	ADP
cana-2860	222	15	1.13	1.13	NUM
cana-2860	222	16	milliseconds	millisecond	NOUN
cana-2860	222	17	to	to	ADP
cana-2860	222	18	0.90	0.90	NUM
cana-2860	222	19	milliseconds	millisecond	NOUN
cana-2860	222	20	.	.	PUNCT
cana-2860	223	1	fig	fig	NOUN
cana-2860	223	2	.	.	PUNCT
cana-2860	224	1	no	no	INTJ
cana-2860	224	2	.	.	NOUN
cana-2860	225	1	3	3	NUM
cana-2860	225	2	:	:	PUNCT
cana-2860	225	3	efficiency	efficiency	NOUN
cana-2860	225	4	scores	score	NOUN
cana-2860	225	5	of	of	ADP
cana-2860	225	6	the	the	DET
cana-2860	225	7	application	application	NOUN
cana-2860	225	8	eight	eight	NUM
cana-2860	225	9	distinct	distinct	ADJ
cana-2860	225	10	applications	application	NOUN
cana-2860	225	11	'	'	PART
cana-2860	225	12	efficiency	efficiency	NOUN
cana-2860	225	13	ratings	rating	NOUN
cana-2860	225	14	are	be	AUX
cana-2860	225	15	displayed	display	VERB
cana-2860	225	16	on	on	ADP
cana-2860	225	17	a	a	DET
cana-2860	225	18	scale	scale	NOUN
cana-2860	225	19	from	from	ADP
cana-2860	225	20	0	0	NUM
cana-2860	225	21	to	to	ADP
cana-2860	225	22	10	10	NUM
cana-2860	225	23	in	in	ADP
cana-2860	225	24	the	the	DET
cana-2860	225	25	graph	graph	NOUN
cana-2860	225	26	titled	title	VERB
cana-2860	225	27	"	"	PUNCT
cana-2860	225	28	efficiency	efficiency	NOUN
cana-2860	225	29	scores	score	NOUN
cana-2860	225	30	of	of	ADP
cana-2860	225	31	applications	application	NOUN
cana-2860	225	32	(	(	PUNCT
cana-2860	225	33	10	10	NUM
cana-2860	225	34	-	-	PUNCT
cana-2860	225	35	point	point	NOUN
cana-2860	225	36	scale	scale	NOUN
cana-2860	225	37	)	)	PUNCT
cana-2860	225	38	"	"	PUNCT
cana-2860	225	39	.	.	PUNCT
cana-2860	226	1	blink	blink	INTJ
cana-2860	226	2	,	,	PUNCT
cana-2860	226	3	rfmtoleds	rfmtoled	NOUN
cana-2860	226	4	,	,	PUNCT
cana-2860	226	5	hfs	hfs	PROPN
cana-2860	226	6	,	,	PUNCT
cana-2860	226	7	surge	surge	ADJ
cana-2860	226	8	,	,	PUNCT
cana-2860	226	9	acoustic	acoustic	ADJ
cana-2860	226	10	,	,	PUNCT
cana-2860	226	11	agilla	agilla	NOUN
cana-2860	226	12	,	,	PUNCT
cana-2860	226	13	taskapp	taskapp	NOUN
cana-2860	226	14	,	,	PUNCT
cana-2860	226	15	and	and	CCONJ
cana-2860	226	16	opticode	opticode	NOUN
cana-2860	226	17	are	be	AUX
cana-2860	226	18	among	among	ADP
cana-2860	226	19	the	the	DET
cana-2860	226	20	programmes	programme	NOUN
cana-2860	226	21	that	that	PRON
cana-2860	226	22	are	be	AUX
cana-2860	226	23	computed	compute	VERB
cana-2860	226	24	.	.	PUNCT
cana-2860	227	1	these	these	DET
cana-2860	227	2	application	application	NOUN
cana-2860	227	3	names	name	NOUN
cana-2860	227	4	are	be	AUX
cana-2860	227	5	plotted	plot	VERB
cana-2860	227	6	on	on	ADP
cana-2860	227	7	the	the	DET
cana-2860	227	8	x	x	NOUN
cana-2860	227	9	-	-	NOUN
cana-2860	227	10	axis	axis	ADJ
cana-2860	227	11	,	,	PUNCT
cana-2860	227	12	while	while	SCONJ
cana-2860	227	13	each	each	DET
cana-2860	227	14	application	application	NOUN
cana-2860	227	15	's	's	PART
cana-2860	227	16	unique	unique	ADJ
cana-2860	227	17	efficiency	efficiency	NOUN
cana-2860	227	18	score	score	NOUN
cana-2860	227	19	is	be	AUX
cana-2860	227	20	plotted	plot	VERB
cana-2860	227	21	on	on	ADP
cana-2860	227	22	the	the	DET
cana-2860	227	23	y	y	NOUN
cana-2860	227	24	-	-	PUNCT
cana-2860	227	25	axis	axis	NOUN
cana-2860	227	26	.	.	PUNCT
cana-2860	228	1	the	the	DET
cana-2860	228	2	peak	peak	NOUN
cana-2860	228	3	of	of	ADP
cana-2860	228	4	each	each	DET
cana-2860	228	5	application	application	NOUN
cana-2860	228	6	's	's	PART
cana-2860	228	7	associated	associate	VERB
cana-2860	228	8	bar	bar	NOUN
cana-2860	228	9	shows	show	VERB
cana-2860	228	10	how	how	SCONJ
cana-2860	228	11	effective	effective	ADJ
cana-2860	228	12	it	it	PRON
cana-2860	228	13	is	be	AUX
cana-2860	228	14	.	.	PUNCT
cana-2860	229	1	with	with	ADP
cana-2860	229	2	an	an	DET
cana-2860	229	3	efficacy	efficacy	NOUN
cana-2860	229	4	score	score	NOUN
cana-2860	229	5	of	of	ADP
cana-2860	229	6	roughly	roughly	ADV
cana-2860	229	7	5.38	5.38	NUM
cana-2860	229	8	,	,	PUNCT
cana-2860	229	9	opticode	opticode	PROPN
cana-2860	229	10	stands	stand	VERB
cana-2860	229	11	out	out	ADP
cana-2860	229	12	among	among	ADP
cana-2860	229	13	the	the	DET
cana-2860	229	14	other	other	ADJ
cana-2860	229	15	applications	application	NOUN
cana-2860	229	16	we	we	PRON
cana-2860	229	17	looked	look	VERB
cana-2860	229	18	at	at	ADP
cana-2860	229	19	,	,	PUNCT
cana-2860	229	20	indicating	indicate	VERB
cana-2860	229	21	that	that	SCONJ
cana-2860	229	22	it	it	PRON
cana-2860	229	23	is	be	AUX
cana-2860	229	24	the	the	DET
cana-2860	229	25	most	most	ADV
cana-2860	229	26	proficient	proficient	ADJ
cana-2860	229	27	.	.	PUNCT
cana-2860	230	1	taskapp	taskapp	NOUN
cana-2860	230	2	,	,	PUNCT
cana-2860	230	3	agilla	agilla	NOUN
cana-2860	230	4	,	,	PUNCT
cana-2860	230	5	and	and	CCONJ
cana-2860	230	6	rfmtoleds	rfmtoled	NOUN
cana-2860	230	7	show	show	VERB
cana-2860	230	8	somewhat	somewhat	ADV
cana-2860	230	9	highefficiency	highefficiency	NOUN
cana-2860	230	10	scores	score	NOUN
cana-2860	230	11	after	after	ADP
cana-2860	230	12	opticode	opticode	NOUN
cana-2860	230	13	,	,	PUNCT
cana-2860	230	14	suggesting	suggest	VERB
cana-2860	230	15	that	that	SCONJ
cana-2860	230	16	these	these	DET
cana-2860	230	17	programs	program	NOUN
cana-2860	230	18	also	also	ADV
cana-2860	230	19	perform	perform	VERB
cana-2860	230	20	well	well	ADV
cana-2860	230	21	in	in	ADP
cana-2860	230	22	terms	term	NOUN
cana-2860	230	23	of	of	ADP
cana-2860	230	24	communications	communication	NOUN
cana-2860	230	25	on	on	ADP
cana-2860	230	26	applied	apply	VERB
cana-2860	230	27	nonlinear	nonlinear	ADJ
cana-2860	230	28	analysis	analysis	NOUN
cana-2860	230	29	issn	issn	NOUN
cana-2860	230	30	:	:	PUNCT
cana-2860	230	31	1074	1074	NUM
cana-2860	230	32	-	-	PUNCT
cana-2860	230	33	133x	133x	NUM
cana-2860	230	34	vol	vol	NOUN
cana-2860	230	35	32	32	NUM
cana-2860	230	36	no	no	NOUN
cana-2860	230	37	.	.	PUNCT
cana-2860	231	1	4s	4s	NUM
cana-2860	231	2	(	(	PUNCT
cana-2860	231	3	2025	2025	NUM
cana-2860	231	4	)	)	PUNCT
cana-2860	231	5	413	413	NUM
cana-2860	231	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	231	7	proficiency	proficiency	NOUN
cana-2860	231	8	.	.	PUNCT
cana-2860	232	1	in	in	ADP
cana-2860	232	2	contrast	contrast	NOUN
cana-2860	232	3	,	,	PUNCT
cana-2860	232	4	hfs	hfs	PROPN
cana-2860	232	5	has	have	VERB
cana-2860	232	6	the	the	DET
cana-2860	232	7	lowest	low	ADJ
cana-2860	232	8	efficiency	efficiency	NOUN
cana-2860	232	9	record	record	NOUN
cana-2860	232	10	in	in	ADP
cana-2860	232	11	this	this	DET
cana-2860	232	12	dataset	dataset	NOUN
cana-2860	232	13	—	—	PUNCT
cana-2860	232	14	roughly	roughly	ADV
cana-2860	232	15	1.34	1.34	NUM
cana-2860	232	16	—	—	PUNCT
cana-2860	232	17	making	make	VERB
cana-2860	232	18	it	it	PRON
cana-2860	232	19	the	the	DET
cana-2860	232	20	least	least	ADV
cana-2860	232	21	successful	successful	ADJ
cana-2860	232	22	application	application	NOUN
cana-2860	232	23	.	.	PUNCT
cana-2860	233	1	other	other	ADJ
cana-2860	233	2	applications	application	NOUN
cana-2860	233	3	,	,	PUNCT
cana-2860	233	4	like	like	ADP
cana-2860	233	5	acoustic	acoustic	ADJ
cana-2860	233	6	,	,	PUNCT
cana-2860	233	7	blink	blink	INTJ
cana-2860	233	8	,	,	PUNCT
cana-2860	233	9	and	and	CCONJ
cana-2860	233	10	surge	surge	NOUN
cana-2860	233	11	,	,	PUNCT
cana-2860	233	12	display	display	VERB
cana-2860	233	13	typical	typical	ADJ
cana-2860	233	14	execution	execution	NOUN
cana-2860	233	15	and	and	CCONJ
cana-2860	233	16	efficiency	efficiency	NOUN
cana-2860	233	17	records	record	NOUN
cana-2860	233	18	.	.	PUNCT
cana-2860	234	1	2	2	X
cana-2860	234	2	.	.	X
cana-2860	234	3	results	result	NOUN
cana-2860	234	4	in	in	ADP
cana-2860	234	5	our	our	PRON
cana-2860	234	6	thorough	thorough	ADJ
cana-2860	234	7	analysis	analysis	NOUN
cana-2860	234	8	of	of	ADP
cana-2860	234	9	software	software	NOUN
cana-2860	234	10	programmes	programme	NOUN
cana-2860	234	11	both	both	CCONJ
cana-2860	234	12	before	before	ADP
cana-2860	234	13	and	and	CCONJ
cana-2860	234	14	after	after	ADP
cana-2860	234	15	code	code	NOUN
cana-2860	234	16	optimisation	optimisation	NOUN
cana-2860	234	17	,	,	PUNCT
cana-2860	234	18	opticode	opticode	NOUN
cana-2860	234	19	shines	shine	VERB
cana-2860	234	20	out	out	ADP
cana-2860	234	21	.	.	PUNCT
cana-2860	235	1	opticode	opticode	PROPN
cana-2860	235	2	started	start	VERB
cana-2860	235	3	out	out	ADP
cana-2860	235	4	with	with	ADP
cana-2860	235	5	a	a	DET
cana-2860	235	6	large	large	ADJ
cana-2860	235	7	codebase	codebase	ADJ
cana-2860	235	8	(	(	PUNCT
cana-2860	235	9	731	731	NUM
cana-2860	235	10	lines	line	NOUN
cana-2860	235	11	)	)	PUNCT
cana-2860	235	12	,	,	PUNCT
cana-2860	235	13	150	150	NUM
cana-2860	235	14	lines	line	NOUN
cana-2860	235	15	of	of	ADP
cana-2860	235	16	dead	dead	ADJ
cana-2860	235	17	code	code	NOUN
cana-2860	235	18	,	,	PUNCT
cana-2860	235	19	and	and	CCONJ
cana-2860	235	20	57	57	NUM
cana-2860	235	21	variables	variable	NOUN
cana-2860	235	22	that	that	PRON
cana-2860	235	23	were	be	AUX
cana-2860	235	24	never	never	ADV
cana-2860	235	25	used	use	VERB
cana-2860	235	26	.	.	PUNCT
cana-2860	236	1	an	an	DET
cana-2860	236	2	efficiency	efficiency	NOUN
cana-2860	236	3	rating	rating	NOUN
cana-2860	236	4	of	of	ADP
cana-2860	236	5	5.38	5.38	NUM
cana-2860	236	6	on	on	ADP
cana-2860	236	7	a	a	DET
cana-2860	236	8	10	10	NUM
cana-2860	236	9	-	-	PUNCT
cana-2860	236	10	point	point	NOUN
cana-2860	236	11	scale	scale	NOUN
cana-2860	236	12	was	be	AUX
cana-2860	236	13	obtained	obtain	VERB
cana-2860	236	14	,	,	PUNCT
cana-2860	236	15	indicating	indicate	VERB
cana-2860	236	16	a	a	DET
cana-2860	236	17	considerable	considerable	ADJ
cana-2860	236	18	reduction	reduction	NOUN
cana-2860	236	19	in	in	ADP
cana-2860	236	20	compilation	compilation	NOUN
cana-2860	236	21	time	time	NOUN
cana-2860	236	22	from	from	ADP
cana-2860	236	23	1.13	1.13	NUM
cana-2860	236	24	milliseconds	millisecond	NOUN
cana-2860	236	25	to	to	ADP
cana-2860	236	26	0.90	0.90	NUM
cana-2860	236	27	milliseconds	millisecond	NOUN
cana-2860	236	28	through	through	ADP
cana-2860	236	29	optimisation	optimisation	NOUN
cana-2860	236	30	.	.	PUNCT
cana-2860	237	1	formula	formula	NOUN
cana-2860	237	2	for	for	ADP
cana-2860	237	3	finding	find	VERB
cana-2860	237	4	efficiency	efficiency	NOUN
cana-2860	237	5	[	[	X
cana-2860	237	6	32	32	NUM
cana-2860	237	7	]	]	PUNCT
cana-2860	237	8	.	.	PUNCT
cana-2860	238	1	𝑅𝑎𝑡𝑖𝑛𝑔	𝑅𝑎𝑡𝑖𝑛𝑔	NOUN
cana-2860	238	2	=	=	PUNCT
cana-2860	239	1	10	10	NUM
cana-2860	239	2	−	−	NOUN
cana-2860	239	3	(	(	PUNCT
cana-2860	239	4	5	5	NUM
cana-2860	239	5	∗	∗	NOUN
cana-2860	239	6	𝑁𝑢𝑚𝑏𝑒𝑟	𝑁𝑢𝑚𝑏𝑒𝑟	PROPN
cana-2860	239	7	𝑜𝑓	𝑜𝑓	ADP
cana-2860	239	8	𝐸𝑟𝑟𝑜𝑟𝑠	𝐸𝑟𝑟𝑜𝑟𝑠	PROPN
cana-2860	239	9	𝑁𝑢𝑚𝑏𝑒𝑟	𝑁𝑢𝑚𝑏𝑒𝑟	PROPN
cana-2860	239	10	𝑜𝑓	𝑜𝑓	ADP
cana-2860	239	11	𝑠𝑡𝑎𝑡𝑒𝑚𝑒𝑛𝑡𝑠	𝑠𝑡𝑎𝑡𝑒𝑚𝑒𝑛𝑡𝑠	ADV
cana-2860	239	12	)	)	PUNCT
cana-2860	239	13	the	the	PRON
cana-2860	239	14	more	more	ADJ
cana-2860	239	15	issues	issue	NOUN
cana-2860	239	16	pylint	pylint	VERB
cana-2860	240	1	[	[	X
cana-2860	240	2	32	32	NUM
cana-2860	240	3	]	]	PUNCT
cana-2860	240	4	finds	find	VERB
cana-2860	240	5	in	in	ADP
cana-2860	240	6	your	your	PRON
cana-2860	240	7	code	code	NOUN
cana-2860	240	8	,	,	PUNCT
cana-2860	240	9	the	the	PRON
cana-2860	240	10	lower	low	ADJ
cana-2860	240	11	the	the	DET
cana-2860	240	12	score	score	NOUN
cana-2860	240	13	.	.	PUNCT
cana-2860	241	1	here	here	ADV
cana-2860	241	2	's	be	AUX
cana-2860	241	3	a	a	DET
cana-2860	241	4	breakdown	breakdown	NOUN
cana-2860	241	5	of	of	ADP
cana-2860	241	6	the	the	DET
cana-2860	241	7	formula	formula	NOUN
cana-2860	241	8	:	:	PUNCT
cana-2860	241	9	•	•	NUM
cana-2860	241	10	number	number	NOUN
cana-2860	241	11	of	of	ADP
cana-2860	241	12	errors	error	NOUN
cana-2860	241	13	:	:	PUNCT
cana-2860	241	14	this	this	PRON
cana-2860	241	15	includes	include	VERB
cana-2860	241	16	various	various	ADJ
cana-2860	241	17	types	type	NOUN
cana-2860	241	18	of	of	ADP
cana-2860	241	19	issues	issue	NOUN
cana-2860	241	20	like	like	ADP
cana-2860	241	21	convention	convention	NOUN
cana-2860	241	22	violations	violation	NOUN
cana-2860	241	23	,	,	PUNCT
cana-2860	241	24	refactor	refactor	PROPN
cana-2860	241	25	suggestions	suggestion	NOUN
cana-2860	241	26	,	,	PUNCT
cana-2860	241	27	warnings	warning	NOUN
cana-2860	241	28	,	,	PUNCT
cana-2860	241	29	and	and	CCONJ
cana-2860	241	30	errors	error	NOUN
cana-2860	241	31	.	.	PUNCT
cana-2860	242	1	•	•	NUM
cana-2860	242	2	number	number	NOUN
cana-2860	242	3	of	of	ADP
cana-2860	242	4	statements	statement	NOUN
cana-2860	242	5	:	:	PUNCT
cana-2860	242	6	this	this	PRON
cana-2860	242	7	includes	include	VERB
cana-2860	242	8	all	all	DET
cana-2860	242	9	lines	line	NOUN
cana-2860	242	10	in	in	ADP
cana-2860	242	11	the	the	DET
cana-2860	242	12	code	code	NOUN
cana-2860	242	13	file	file	NOUN
cana-2860	242	14	that	that	DET
cana-2860	242	15	pylint	pylint	NOUN
cana-2860	242	16	analyzes	analyze	NOUN
cana-2860	242	17	.	.	PUNCT
cana-2860	243	1	graphical	graphical	ADJ
cana-2860	243	2	analysis	analysis	NOUN
cana-2860	243	3	fig	fig	NOUN
cana-2860	243	4	.	.	PUNCT
cana-2860	244	1	no	no	INTJ
cana-2860	244	2	.	.	NOUN
cana-2860	245	1	4	4	NUM
cana-2860	245	2	:	:	PUNCT
cana-2860	245	3	function	function	VERB
cana-2860	245	4	analysis	analysis	NOUN
cana-2860	245	5	the	the	DET
cana-2860	245	6	graph	graph	NOUN
cana-2860	245	7	presented	present	VERB
cana-2860	245	8	illustrates	illustrate	VERB
cana-2860	245	9	the	the	DET
cana-2860	245	10	impact	impact	NOUN
cana-2860	245	11	of	of	ADP
cana-2860	245	12	code	code	NOUN
cana-2860	245	13	optimization	optimization	NOUN
cana-2860	245	14	on	on	ADP
cana-2860	245	15	the	the	DET
cana-2860	245	16	number	number	NOUN
cana-2860	245	17	of	of	ADP
cana-2860	245	18	functions	function	NOUN
cana-2860	245	19	across	across	ADP
cana-2860	245	20	25	25	NUM
cana-2860	245	21	different	different	ADJ
cana-2860	245	22	examples	example	NOUN
cana-2860	245	23	,	,	PUNCT
cana-2860	245	24	where	where	SCONJ
cana-2860	245	25	each	each	DET
cana-2860	245	26	example	example	NOUN
cana-2860	245	27	represents	represent	VERB
cana-2860	245	28	a	a	DET
cana-2860	245	29	specific	specific	ADJ
cana-2860	245	30	range	range	NOUN
cana-2860	245	31	of	of	ADP
cana-2860	245	32	lines	line	NOUN
cana-2860	245	33	in	in	ADP
cana-2860	245	34	the	the	DET
cana-2860	245	35	source	source	NOUN
cana-2860	245	36	code	code	NOUN
cana-2860	245	37	.	.	PUNCT
cana-2860	246	1	the	the	DET
cana-2860	246	2	xaxis	xaxis	PROPN
cana-2860	246	3	denotes	denote	VERB
cana-2860	246	4	the	the	DET
cana-2860	246	5	example	example	NOUN
cana-2860	246	6	numbers	number	NOUN
cana-2860	246	7	from	from	ADP
cana-2860	246	8	1	1	NUM
cana-2860	246	9	to	to	ADP
cana-2860	246	10	25	25	NUM
cana-2860	246	11	,	,	PUNCT
cana-2860	246	12	with	with	ADP
cana-2860	246	13	corresponding	corresponding	ADJ
cana-2860	246	14	ranges	range	NOUN
cana-2860	246	15	of	of	ADP
cana-2860	246	16	lines	line	NOUN
cana-2860	246	17	such	such	ADJ
cana-2860	246	18	as	as	ADP
cana-2860	246	19	10	10	NUM
cana-2860	246	20	-	-	SYM
cana-2860	246	21	97	97	NUM
cana-2860	246	22	for	for	ADP
cana-2860	246	23	example	example	NOUN
cana-2860	246	24	1	1	NUM
cana-2860	246	25	,	,	PUNCT
cana-2860	246	26	101	101	NUM
cana-2860	246	27	-	-	SYM
cana-2860	246	28	203	203	NUM
cana-2860	246	29	for	for	ADP
cana-2860	246	30	example	example	NOUN
cana-2860	246	31	2	2	NUM
cana-2860	246	32	,	,	PUNCT
cana-2860	246	33	and	and	CCONJ
cana-2860	246	34	so	so	ADV
cana-2860	246	35	forth	forth	ADV
cana-2860	246	36	.	.	PUNCT
cana-2860	247	1	the	the	DET
cana-2860	247	2	y	y	NOUN
cana-2860	247	3	-	-	PUNCT
cana-2860	247	4	axis	axis	NOUN
cana-2860	247	5	indicates	indicate	VERB
cana-2860	247	6	the	the	DET
cana-2860	247	7	number	number	NOUN
cana-2860	247	8	of	of	ADP
cana-2860	247	9	functions	function	NOUN
cana-2860	247	10	,	,	PUNCT
cana-2860	247	11	with	with	ADP
cana-2860	247	12	blue	blue	ADJ
cana-2860	247	13	bars	bar	NOUN
cana-2860	247	14	representing	represent	VERB
cana-2860	247	15	the	the	DET
cana-2860	247	16	pre	pre	ADJ
cana-2860	247	17	-	-	ADJ
cana-2860	247	18	optimization	optimization	ADJ
cana-2860	247	19	state	state	NOUN
cana-2860	247	20	and	and	CCONJ
cana-2860	247	21	green	green	ADJ
cana-2860	247	22	bars	bar	NOUN
cana-2860	247	23	depicting	depict	VERB
cana-2860	247	24	the	the	DET
cana-2860	247	25	post	post	ADJ
cana-2860	247	26	-	-	ADJ
cana-2860	247	27	optimization	optimization	ADJ
cana-2860	247	28	state	state	NOUN
cana-2860	247	29	.	.	PUNCT
cana-2860	248	1	analyzing	analyze	VERB
cana-2860	248	2	the	the	DET
cana-2860	248	3	data	datum	NOUN
cana-2860	248	4	reveals	reveal	VERB
cana-2860	248	5	a	a	DET
cana-2860	248	6	consistent	consistent	ADJ
cana-2860	248	7	trend	trend	NOUN
cana-2860	248	8	:	:	PUNCT
cana-2860	248	9	the	the	DET
cana-2860	248	10	number	number	NOUN
cana-2860	248	11	of	of	ADP
cana-2860	248	12	functions	function	NOUN
cana-2860	248	13	after	after	ADP
cana-2860	248	14	optimization	optimization	NOUN
cana-2860	248	15	is	be	AUX
cana-2860	248	16	uniformly	uniformly	ADV
cana-2860	248	17	lower	low	ADJ
cana-2860	248	18	than	than	ADP
cana-2860	248	19	before	before	ADP
cana-2860	248	20	optimization	optimization	NOUN
cana-2860	248	21	across	across	ADP
cana-2860	248	22	all	all	DET
cana-2860	248	23	examples	example	NOUN
cana-2860	248	24	.	.	PUNCT
cana-2860	249	1	this	this	DET
cana-2860	249	2	reduction	reduction	NOUN
cana-2860	249	3	highlights	highlight	VERB
cana-2860	249	4	the	the	DET
cana-2860	249	5	effectiveness	effectiveness	NOUN
cana-2860	249	6	of	of	ADP
cana-2860	249	7	the	the	DET
cana-2860	249	8	applied	apply	VERB
cana-2860	249	9	optimization	optimization	NOUN
cana-2860	249	10	techniques	technique	NOUN
cana-2860	249	11	,	,	PUNCT
cana-2860	249	12	which	which	PRON
cana-2860	249	13	likely	likely	ADV
cana-2860	249	14	included	include	VERB
cana-2860	249	15	function	function	NOUN
cana-2860	249	16	inlining	inlining	NOUN
cana-2860	249	17	,	,	PUNCT
cana-2860	249	18	dead	dead	ADJ
cana-2860	249	19	code	code	NOUN
cana-2860	249	20	elimination	elimination	NOUN
cana-2860	249	21	,	,	PUNCT
cana-2860	249	22	and	and	CCONJ
cana-2860	249	23	function	function	NOUN
cana-2860	249	24	merging	merge	VERB
cana-2860	249	25	.	.	PUNCT
cana-2860	250	1	for	for	ADP
cana-2860	250	2	instance	instance	NOUN
cana-2860	250	3	,	,	PUNCT
cana-2860	250	4	example	example	NOUN
cana-2860	250	5	1	1	NUM
cana-2860	250	6	(	(	PUNCT
cana-2860	250	7	10	10	NUM
cana-2860	250	8	-	-	SYM
cana-2860	250	9	97	97	NUM
cana-2860	250	10	lines	line	NOUN
cana-2860	250	11	)	)	PUNCT
cana-2860	250	12	shows	show	VERB
cana-2860	250	13	a	a	DET
cana-2860	250	14	decrease	decrease	NOUN
cana-2860	250	15	from	from	ADP
cana-2860	250	16	118	118	NUM
cana-2860	250	17	functions	function	NOUN
cana-2860	250	18	before	before	ADP
cana-2860	250	19	optimization	optimization	NOUN
cana-2860	250	20	to	to	ADP
cana-2860	250	21	101	101	NUM
cana-2860	250	22	functions	function	NOUN
cana-2860	250	23	after	after	ADP
cana-2860	250	24	optimization	optimization	NOUN
cana-2860	250	25	,	,	PUNCT
cana-2860	250	26	indicating	indicate	VERB
cana-2860	250	27	the	the	DET
cana-2860	250	28	removal	removal	NOUN
cana-2860	250	29	or	or	CCONJ
cana-2860	250	30	consolidation	consolidation	NOUN
cana-2860	250	31	of	of	ADP
cana-2860	250	32	17	17	NUM
cana-2860	250	33	functions	function	NOUN
cana-2860	250	34	.	.	PUNCT
cana-2860	251	1	similarly	similarly	ADV
cana-2860	251	2	,	,	PUNCT
cana-2860	251	3	example	example	NOUN
cana-2860	251	4	2	2	NUM
cana-2860	251	5	(	(	PUNCT
cana-2860	251	6	101	101	NUM
cana-2860	251	7	-	-	PUNCT
cana-2860	251	8	203	203	NUM
cana-2860	251	9	lines	line	NOUN
cana-2860	251	10	)	)	PUNCT
cana-2860	251	11	demonstrates	demonstrate	VERB
cana-2860	251	12	a	a	DET
cana-2860	251	13	significant	significant	ADJ
cana-2860	251	14	reduction	reduction	NOUN
cana-2860	251	15	from	from	ADP
cana-2860	251	16	97	97	NUM
cana-2860	251	17	functions	function	NOUN
cana-2860	251	18	communications	communication	NOUN
cana-2860	251	19	on	on	ADP
cana-2860	251	20	applied	apply	VERB
cana-2860	251	21	nonlinear	nonlinear	ADJ
cana-2860	251	22	analysis	analysis	NOUN
cana-2860	251	23	issn	issn	NOUN
cana-2860	251	24	:	:	PUNCT
cana-2860	251	25	1074	1074	NUM
cana-2860	251	26	-	-	PUNCT
cana-2860	251	27	133x	133x	NUM
cana-2860	251	28	vol	vol	NOUN
cana-2860	251	29	32	32	NUM
cana-2860	251	30	no	no	NOUN
cana-2860	251	31	.	.	PUNCT
cana-2860	252	1	4s	4s	NUM
cana-2860	252	2	(	(	PUNCT
cana-2860	252	3	2025	2025	NUM
cana-2860	252	4	)	)	PUNCT
cana-2860	252	5	414	414	NUM
cana-2860	252	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	252	7	to	to	ADP
cana-2860	252	8	36	36	NUM
cana-2860	252	9	,	,	PUNCT
cana-2860	252	10	showcasing	showcase	VERB
cana-2860	252	11	a	a	DET
cana-2860	252	12	substantial	substantial	ADJ
cana-2860	252	13	optimization	optimization	NOUN
cana-2860	252	14	impact	impact	NOUN
cana-2860	252	15	.	.	PUNCT
cana-2860	253	1	this	this	DET
cana-2860	253	2	pattern	pattern	NOUN
cana-2860	253	3	continues	continue	VERB
cana-2860	253	4	throughout	throughout	ADP
cana-2860	253	5	the	the	DET
cana-2860	253	6	dataset	dataset	NOUN
cana-2860	253	7	,	,	PUNCT
cana-2860	253	8	with	with	ADP
cana-2860	253	9	notable	notable	ADJ
cana-2860	253	10	reductions	reduction	NOUN
cana-2860	253	11	in	in	ADP
cana-2860	253	12	other	other	ADJ
cana-2860	253	13	examples	example	NOUN
cana-2860	253	14	such	such	ADJ
cana-2860	253	15	as	as	ADP
cana-2860	253	16	example	example	NOUN
cana-2860	253	17	5	5	NUM
cana-2860	253	18	,	,	PUNCT
cana-2860	253	19	which	which	PRON
cana-2860	253	20	decreased	decrease	VERB
cana-2860	253	21	from	from	ADP
cana-2860	253	22	81	81	NUM
cana-2860	253	23	to	to	PART
cana-2860	253	24	70	70	NUM
cana-2860	253	25	functions	function	NOUN
cana-2860	253	26	.	.	PUNCT
cana-2860	254	1	the	the	DET
cana-2860	254	2	variability	variability	NOUN
cana-2860	254	3	in	in	ADP
cana-2860	254	4	the	the	DET
cana-2860	254	5	extent	extent	NOUN
cana-2860	254	6	of	of	ADP
cana-2860	254	7	reduction	reduction	NOUN
cana-2860	254	8	across	across	ADP
cana-2860	254	9	different	different	ADJ
cana-2860	254	10	examples	example	NOUN
cana-2860	254	11	suggests	suggest	VERB
cana-2860	254	12	that	that	SCONJ
cana-2860	254	13	the	the	DET
cana-2860	254	14	complexity	complexity	NOUN
cana-2860	254	15	and	and	CCONJ
cana-2860	254	16	initial	initial	ADJ
cana-2860	254	17	quality	quality	NOUN
cana-2860	254	18	of	of	ADP
cana-2860	254	19	the	the	DET
cana-2860	254	20	code	code	NOUN
cana-2860	254	21	varied	varied	ADJ
cana-2860	254	22	,	,	PUNCT
cana-2860	254	23	necessitating	necessitate	VERB
cana-2860	254	24	different	different	ADJ
cana-2860	254	25	levels	level	NOUN
cana-2860	254	26	of	of	ADP
cana-2860	254	27	optimization	optimization	NOUN
cana-2860	254	28	effort	effort	NOUN
cana-2860	254	29	.	.	PUNCT
cana-2860	255	1	in	in	ADP
cana-2860	255	2	some	some	DET
cana-2860	255	3	instances	instance	NOUN
cana-2860	255	4	,	,	PUNCT
cana-2860	255	5	like	like	ADP
cana-2860	255	6	example	example	NOUN
cana-2860	255	7	4	4	NUM
cana-2860	255	8	,	,	PUNCT
cana-2860	255	9	the	the	DET
cana-2860	255	10	reduction	reduction	NOUN
cana-2860	255	11	is	be	AUX
cana-2860	255	12	minimal	minimal	ADJ
cana-2860	255	13	(	(	PUNCT
cana-2860	255	14	from	from	ADP
cana-2860	255	15	32	32	NUM
cana-2860	255	16	to	to	PART
cana-2860	255	17	29	29	NUM
cana-2860	255	18	functions	function	NOUN
cana-2860	255	19	)	)	PUNCT
cana-2860	255	20	,	,	PUNCT
cana-2860	255	21	indicating	indicate	VERB
cana-2860	255	22	fewer	few	ADJ
cana-2860	255	23	opportunities	opportunity	NOUN
cana-2860	255	24	for	for	ADP
cana-2860	255	25	optimization	optimization	NOUN
cana-2860	255	26	or	or	CCONJ
cana-2860	255	27	an	an	DET
cana-2860	255	28	already	already	ADV
cana-2860	255	29	efficient	efficient	ADJ
cana-2860	255	30	initial	initial	ADJ
cana-2860	255	31	state	state	NOUN
cana-2860	255	32	.	.	PUNCT
cana-2860	256	1	conversely	conversely	ADV
cana-2860	256	2	,	,	PUNCT
cana-2860	256	3	other	other	ADJ
cana-2860	256	4	examples	example	NOUN
cana-2860	256	5	exhibit	exhibit	VERB
cana-2860	256	6	more	more	ADJ
cana-2860	256	7	pronounced	pronounced	ADJ
cana-2860	256	8	reductions	reduction	NOUN
cana-2860	256	9	,	,	PUNCT
cana-2860	256	10	reflecting	reflect	VERB
cana-2860	256	11	extensive	extensive	ADJ
cana-2860	256	12	refactoring	refactoring	NOUN
cana-2860	256	13	and	and	CCONJ
cana-2860	256	14	code	code	NOUN
cana-2860	256	15	improvement	improvement	NOUN
cana-2860	256	16	.	.	PUNCT
cana-2860	257	1	in	in	ADP
cana-2860	257	2	conclusion	conclusion	NOUN
cana-2860	257	3	,	,	PUNCT
cana-2860	257	4	the	the	DET
cana-2860	257	5	graph	graph	NOUN
cana-2860	257	6	demonstrates	demonstrate	VERB
cana-2860	257	7	the	the	DET
cana-2860	257	8	significant	significant	ADJ
cana-2860	257	9	impact	impact	NOUN
cana-2860	257	10	of	of	ADP
cana-2860	257	11	code	code	NOUN
cana-2860	257	12	optimization	optimization	NOUN
cana-2860	257	13	on	on	ADP
cana-2860	257	14	reducing	reduce	VERB
cana-2860	257	15	the	the	DET
cana-2860	257	16	number	number	NOUN
cana-2860	257	17	of	of	ADP
cana-2860	257	18	functions	function	NOUN
cana-2860	257	19	,	,	PUNCT
cana-2860	257	20	thereby	thereby	ADV
cana-2860	257	21	improving	improve	VERB
cana-2860	257	22	code	code	NOUN
cana-2860	257	23	efficiency	efficiency	NOUN
cana-2860	257	24	and	and	CCONJ
cana-2860	257	25	maintainability	maintainability	NOUN
cana-2860	257	26	.	.	PUNCT
cana-2860	258	1	the	the	DET
cana-2860	258	2	consistent	consistent	ADJ
cana-2860	258	3	decrease	decrease	NOUN
cana-2860	258	4	in	in	ADP
cana-2860	258	5	function	function	NOUN
cana-2860	258	6	count	count	VERB
cana-2860	258	7	post	post	ADJ
cana-2860	258	8	-	-	NOUN
cana-2860	258	9	optimization	optimization	NOUN
cana-2860	258	10	across	across	ADP
cana-2860	258	11	all	all	DET
cana-2860	258	12	examples	example	NOUN
cana-2860	258	13	underscores	underscore	VERB
cana-2860	258	14	the	the	DET
cana-2860	258	15	efficacy	efficacy	NOUN
cana-2860	258	16	of	of	ADP
cana-2860	258	17	the	the	DET
cana-2860	258	18	optimization	optimization	NOUN
cana-2860	258	19	processes	process	NOUN
cana-2860	258	20	employed	employ	VERB
cana-2860	258	21	,	,	PUNCT
cana-2860	258	22	contributing	contribute	VERB
cana-2860	258	23	to	to	ADP
cana-2860	258	24	enhanced	enhanced	ADJ
cana-2860	258	25	software	software	NOUN
cana-2860	258	26	performance	performance	NOUN
cana-2860	258	27	and	and	CCONJ
cana-2860	258	28	streamlined	streamlined	ADJ
cana-2860	258	29	code	code	NOUN
cana-2860	258	30	structure	structure	NOUN
cana-2860	258	31	.	.	PUNCT
cana-2860	259	1	this	this	DET
cana-2860	259	2	analysis	analysis	NOUN
cana-2860	259	3	is	be	AUX
cana-2860	259	4	critical	critical	ADJ
cana-2860	259	5	in	in	ADP
cana-2860	259	6	the	the	DET
cana-2860	259	7	field	field	NOUN
cana-2860	259	8	of	of	ADP
cana-2860	259	9	software	software	NOUN
cana-2860	259	10	engineering	engineering	NOUN
cana-2860	259	11	,	,	PUNCT
cana-2860	259	12	as	as	SCONJ
cana-2860	259	13	it	it	PRON
cana-2860	259	14	provides	provide	VERB
cana-2860	259	15	empirical	empirical	ADJ
cana-2860	259	16	evidence	evidence	NOUN
cana-2860	259	17	of	of	ADP
cana-2860	259	18	the	the	DET
cana-2860	259	19	benefits	benefit	NOUN
cana-2860	259	20	of	of	ADP
cana-2860	259	21	systematic	systematic	ADJ
cana-2860	259	22	code	code	NOUN
cana-2860	259	23	optimization	optimization	NOUN
cana-2860	259	24	.	.	PUNCT
cana-2860	260	1	fig	fig	NOUN
cana-2860	260	2	.	.	PUNCT
cana-2860	261	1	no	no	INTJ
cana-2860	261	2	.	.	NOUN
cana-2860	262	1	5	5	NUM
cana-2860	262	2	:	:	PUNCT
cana-2860	262	3	compile	compile	NOUN
cana-2860	262	4	-	-	PUNCT
cana-2860	262	5	time	time	NOUN
cana-2860	262	6	analysis	analysis	NOUN
cana-2860	262	7	the	the	DET
cana-2860	262	8	bar	bar	NOUN
cana-2860	262	9	chart	chart	NOUN
cana-2860	262	10	titled	title	VERB
cana-2860	262	11	"	"	PUNCT
cana-2860	262	12	compile	compile	NOUN
cana-2860	262	13	time	time	NOUN
cana-2860	262	14	before	before	ADV
cana-2860	262	15	and	and	CCONJ
cana-2860	262	16	after	after	ADP
cana-2860	262	17	optimization	optimization	NOUN
cana-2860	262	18	"	"	PUNCT
cana-2860	262	19	illustrates	illustrate	VERB
cana-2860	262	20	the	the	DET
cana-2860	262	21	effect	effect	NOUN
cana-2860	262	22	of	of	ADP
cana-2860	262	23	code	code	NOUN
cana-2860	262	24	optimization	optimization	NOUN
cana-2860	262	25	on	on	ADP
cana-2860	262	26	the	the	DET
cana-2860	262	27	compile	compile	NOUN
cana-2860	262	28	time	time	NOUN
cana-2860	262	29	for	for	ADP
cana-2860	262	30	a	a	DET
cana-2860	262	31	series	series	NOUN
cana-2860	262	32	of	of	ADP
cana-2860	262	33	25	25	NUM
cana-2860	262	34	code	code	NOUN
cana-2860	262	35	examples	example	NOUN
cana-2860	262	36	.	.	PUNCT
cana-2860	263	1	each	each	DET
cana-2860	263	2	example	example	NOUN
cana-2860	263	3	on	on	ADP
cana-2860	263	4	the	the	DET
cana-2860	263	5	x	x	NOUN
cana-2860	263	6	-	-	NOUN
cana-2860	263	7	axis	axis	NOUN
cana-2860	263	8	represents	represent	VERB
cana-2860	263	9	a	a	DET
cana-2860	263	10	different	different	ADJ
cana-2860	263	11	range	range	NOUN
cana-2860	263	12	of	of	ADP
cana-2860	263	13	lines	line	NOUN
cana-2860	263	14	of	of	ADP
cana-2860	263	15	code	code	NOUN
cana-2860	263	16	,	,	PUNCT
cana-2860	263	17	with	with	ADP
cana-2860	263	18	example	example	NOUN
cana-2860	263	19	1	1	NUM
cana-2860	263	20	corresponding	correspond	VERB
cana-2860	263	21	to	to	ADP
cana-2860	263	22	10	10	NUM
cana-2860	263	23	-	-	SYM
cana-2860	263	24	97	97	NUM
cana-2860	263	25	lines	line	NOUN
cana-2860	263	26	,	,	PUNCT
cana-2860	263	27	example	example	NOUN
cana-2860	263	28	2	2	NUM
cana-2860	263	29	to	to	ADP
cana-2860	263	30	101	101	NUM
cana-2860	263	31	-	-	PUNCT
cana-2860	263	32	203	203	NUM
cana-2860	263	33	lines	line	NOUN
cana-2860	263	34	,	,	PUNCT
cana-2860	263	35	and	and	CCONJ
cana-2860	263	36	so	so	ADV
cana-2860	263	37	on	on	ADV
cana-2860	263	38	.	.	PUNCT
cana-2860	264	1	the	the	DET
cana-2860	264	2	y	y	NOUN
cana-2860	264	3	-	-	PUNCT
cana-2860	264	4	axis	axis	NOUN
cana-2860	264	5	indicates	indicate	VERB
cana-2860	264	6	the	the	DET
cana-2860	264	7	compile	compile	NOUN
cana-2860	264	8	time	time	NOUN
cana-2860	264	9	in	in	ADP
cana-2860	264	10	milliseconds	millisecond	NOUN
cana-2860	264	11	,	,	PUNCT
cana-2860	264	12	with	with	ADP
cana-2860	264	13	orange	orange	PROPN
cana-2860	264	14	bars	bar	NOUN
cana-2860	264	15	representing	represent	VERB
cana-2860	264	16	the	the	DET
cana-2860	264	17	compile	compile	NOUN
cana-2860	264	18	time	time	NOUN
cana-2860	264	19	before	before	ADP
cana-2860	264	20	optimization	optimization	NOUN
cana-2860	264	21	and	and	CCONJ
cana-2860	264	22	blue	blue	ADJ
cana-2860	264	23	bars	bar	NOUN
cana-2860	264	24	indicating	indicate	VERB
cana-2860	264	25	the	the	DET
cana-2860	264	26	compile	compile	NOUN
cana-2860	264	27	time	time	NOUN
cana-2860	264	28	after	after	ADP
cana-2860	264	29	optimization	optimization	NOUN
cana-2860	264	30	.	.	PUNCT
cana-2860	265	1	the	the	DET
cana-2860	265	2	chart	chart	NOUN
cana-2860	265	3	reveals	reveal	VERB
cana-2860	265	4	a	a	DET
cana-2860	265	5	consistent	consistent	ADJ
cana-2860	265	6	trend	trend	NOUN
cana-2860	265	7	where	where	SCONJ
cana-2860	265	8	the	the	DET
cana-2860	265	9	compile	compile	NOUN
cana-2860	265	10	time	time	NOUN
cana-2860	265	11	after	after	SCONJ
cana-2860	265	12	optimization	optimization	NOUN
cana-2860	265	13	is	be	AUX
cana-2860	265	14	significantly	significantly	ADV
cana-2860	265	15	reduced	reduce	VERB
cana-2860	265	16	compared	compare	VERB
cana-2860	265	17	to	to	ADP
cana-2860	265	18	the	the	DET
cana-2860	265	19	compile	compile	NOUN
cana-2860	265	20	time	time	NOUN
cana-2860	265	21	before	before	ADP
cana-2860	265	22	optimization	optimization	NOUN
cana-2860	265	23	.	.	PUNCT
cana-2860	266	1	this	this	PRON
cana-2860	266	2	demonstrates	demonstrate	VERB
cana-2860	266	3	the	the	DET
cana-2860	266	4	efficacy	efficacy	NOUN
cana-2860	266	5	of	of	ADP
cana-2860	266	6	the	the	DET
cana-2860	266	7	optimization	optimization	NOUN
cana-2860	266	8	process	process	NOUN
cana-2860	266	9	.	.	PUNCT
cana-2860	267	1	for	for	ADP
cana-2860	267	2	instance	instance	NOUN
cana-2860	267	3	,	,	PUNCT
cana-2860	267	4	example	example	NOUN
cana-2860	267	5	1	1	NUM
cana-2860	267	6	shows	show	VERB
cana-2860	267	7	a	a	DET
cana-2860	267	8	reduction	reduction	NOUN
cana-2860	267	9	in	in	ADP
cana-2860	267	10	compile	compile	NOUN
cana-2860	267	11	time	time	NOUN
cana-2860	267	12	from	from	ADP
cana-2860	267	13	approximately	approximately	ADV
cana-2860	267	14	13.26	13.26	NUM
cana-2860	267	15	milliseconds	millisecond	NOUN
cana-2860	267	16	to	to	ADP
cana-2860	267	17	7.47	7.47	NUM
cana-2860	267	18	milliseconds	millisecond	NOUN
cana-2860	267	19	.	.	PUNCT
cana-2860	268	1	similarly	similarly	ADV
cana-2860	268	2	,	,	PUNCT
cana-2860	268	3	example	example	NOUN
cana-2860	268	4	2	2	NUM
cana-2860	268	5	exhibits	exhibit	VERB
cana-2860	268	6	a	a	DET
cana-2860	268	7	decrease	decrease	NOUN
cana-2860	268	8	from	from	ADP
cana-2860	268	9	around	around	ADP
cana-2860	268	10	13.32	13.32	NUM
cana-2860	268	11	milliseconds	millisecond	NOUN
cana-2860	268	12	to	to	ADP
cana-2860	268	13	10.25	10.25	NUM
cana-2860	268	14	milliseconds	millisecond	NOUN
cana-2860	268	15	.	.	PUNCT
cana-2860	269	1	in	in	ADP
cana-2860	269	2	several	several	ADJ
cana-2860	269	3	cases	case	NOUN
cana-2860	269	4	,	,	PUNCT
cana-2860	269	5	the	the	DET
cana-2860	269	6	reduction	reduction	NOUN
cana-2860	269	7	in	in	ADP
cana-2860	269	8	compile	compile	NOUN
cana-2860	269	9	time	time	NOUN
cana-2860	269	10	is	be	AUX
cana-2860	269	11	more	more	ADV
cana-2860	269	12	pronounced	pronounced	ADJ
cana-2860	269	13	.	.	PUNCT
cana-2860	270	1	example	example	NOUN
cana-2860	270	2	5	5	NUM
cana-2860	270	3	,	,	PUNCT
cana-2860	270	4	for	for	ADP
cana-2860	270	5	example	example	NOUN
cana-2860	270	6	,	,	PUNCT
cana-2860	270	7	shows	show	VERB
cana-2860	270	8	a	a	DET
cana-2860	270	9	compile	compile	NOUN
cana-2860	270	10	time	time	NOUN
cana-2860	270	11	before	before	ADP
cana-2860	270	12	optimization	optimization	NOUN
cana-2860	270	13	of	of	ADP
cana-2860	270	14	12.36	12.36	NUM
cana-2860	270	15	milliseconds	millisecond	NOUN
cana-2860	270	16	,	,	PUNCT
cana-2860	270	17	which	which	PRON
cana-2860	270	18	drops	drop	VERB
cana-2860	270	19	to	to	ADP
cana-2860	270	20	4.92	4.92	NUM
cana-2860	270	21	milliseconds	millisecond	NOUN
cana-2860	270	22	after	after	ADP
cana-2860	270	23	optimization	optimization	NOUN
cana-2860	270	24	,	,	PUNCT
cana-2860	270	25	highlighting	highlight	VERB
cana-2860	270	26	the	the	DET
cana-2860	270	27	substantial	substantial	ADJ
cana-2860	270	28	impact	impact	NOUN
cana-2860	270	29	of	of	ADP
cana-2860	270	30	optimization	optimization	NOUN
cana-2860	270	31	techniques	technique	NOUN
cana-2860	270	32	.	.	PUNCT
cana-2860	271	1	this	this	DET
cana-2860	271	2	consistent	consistent	ADJ
cana-2860	271	3	decrease	decrease	NOUN
cana-2860	271	4	in	in	ADP
cana-2860	271	5	compile	compile	NOUN
cana-2860	271	6	times	time	NOUN
cana-2860	271	7	across	across	ADP
cana-2860	271	8	all	all	DET
cana-2860	271	9	examples	example	NOUN
cana-2860	271	10	indicates	indicate	VERB
cana-2860	271	11	that	that	SCONJ
cana-2860	271	12	the	the	DET
cana-2860	271	13	optimization	optimization	NOUN
cana-2860	271	14	methods	method	NOUN
cana-2860	271	15	applied	apply	VERB
cana-2860	271	16	are	be	AUX
cana-2860	271	17	effective	effective	ADJ
cana-2860	271	18	regardless	regardless	ADV
cana-2860	271	19	of	of	ADP
cana-2860	271	20	the	the	DET
cana-2860	271	21	initial	initial	ADJ
cana-2860	271	22	compile	compile	NOUN
cana-2860	271	23	time	time	NOUN
cana-2860	271	24	or	or	CCONJ
cana-2860	271	25	the	the	DET
cana-2860	271	26	range	range	NOUN
cana-2860	271	27	of	of	ADP
cana-2860	271	28	lines	line	NOUN
cana-2860	271	29	of	of	ADP
cana-2860	271	30	code	code	NOUN
cana-2860	271	31	.	.	PUNCT
cana-2860	272	1	this	this	PRON
cana-2860	272	2	suggests	suggest	VERB
cana-2860	272	3	communications	communication	NOUN
cana-2860	272	4	on	on	ADP
cana-2860	272	5	applied	apply	VERB
cana-2860	272	6	nonlinear	nonlinear	ADJ
cana-2860	272	7	analysis	analysis	NOUN
cana-2860	272	8	issn	issn	NOUN
cana-2860	272	9	:	:	PUNCT
cana-2860	272	10	1074	1074	NUM
cana-2860	272	11	-	-	PUNCT
cana-2860	272	12	133x	133x	NUM
cana-2860	272	13	vol	vol	NOUN
cana-2860	272	14	32	32	NUM
cana-2860	272	15	no	no	NOUN
cana-2860	272	16	.	.	PUNCT
cana-2860	273	1	4s	4s	NUM
cana-2860	273	2	(	(	PUNCT
cana-2860	273	3	2025	2025	NUM
cana-2860	273	4	)	)	PUNCT
cana-2860	273	5	415	415	NUM
cana-2860	273	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	273	7	that	that	SCONJ
cana-2860	273	8	the	the	DET
cana-2860	273	9	techniques	technique	NOUN
cana-2860	273	10	used	use	VERB
cana-2860	273	11	are	be	AUX
cana-2860	273	12	robust	robust	ADJ
cana-2860	273	13	and	and	CCONJ
cana-2860	273	14	scalable	scalable	ADJ
cana-2860	273	15	,	,	PUNCT
cana-2860	273	16	providing	provide	VERB
cana-2860	273	17	performance	performance	NOUN
cana-2860	273	18	improvements	improvement	NOUN
cana-2860	273	19	across	across	ADP
cana-2860	273	20	various	various	ADJ
cana-2860	273	21	code	code	NOUN
cana-2860	273	22	sizes	size	NOUN
cana-2860	273	23	and	and	CCONJ
cana-2860	273	24	complexities	complexity	NOUN
cana-2860	273	25	.	.	PUNCT
cana-2860	274	1	overall	overall	ADV
cana-2860	274	2	,	,	PUNCT
cana-2860	274	3	the	the	DET
cana-2860	274	4	bar	bar	NOUN
cana-2860	274	5	chart	chart	NOUN
cana-2860	274	6	visually	visually	ADV
cana-2860	274	7	confirms	confirm	VERB
cana-2860	274	8	that	that	SCONJ
cana-2860	274	9	code	code	NOUN
cana-2860	274	10	optimization	optimization	NOUN
cana-2860	274	11	can	can	AUX
cana-2860	274	12	significantly	significantly	ADV
cana-2860	274	13	reduce	reduce	VERB
cana-2860	274	14	compile	compile	NOUN
cana-2860	274	15	times	time	NOUN
cana-2860	274	16	,	,	PUNCT
cana-2860	274	17	enhancing	enhance	VERB
cana-2860	274	18	the	the	DET
cana-2860	274	19	efficiency	efficiency	NOUN
cana-2860	274	20	of	of	ADP
cana-2860	274	21	the	the	DET
cana-2860	274	22	compilation	compilation	NOUN
cana-2860	274	23	process	process	NOUN
cana-2860	274	24	.	.	PUNCT
cana-2860	275	1	this	this	DET
cana-2860	275	2	reduction	reduction	NOUN
cana-2860	275	3	in	in	ADP
cana-2860	275	4	compile	compile	NOUN
cana-2860	275	5	time	time	NOUN
cana-2860	275	6	can	can	AUX
cana-2860	275	7	lead	lead	VERB
cana-2860	275	8	to	to	ADP
cana-2860	275	9	faster	fast	ADJ
cana-2860	275	10	development	development	NOUN
cana-2860	275	11	cycles	cycle	NOUN
cana-2860	275	12	and	and	CCONJ
cana-2860	275	13	improved	improved	ADJ
cana-2860	275	14	performance	performance	NOUN
cana-2860	275	15	in	in	ADP
cana-2860	275	16	software	software	NOUN
cana-2860	275	17	development	development	NOUN
cana-2860	275	18	environments	environment	NOUN
cana-2860	275	19	.	.	PUNCT
cana-2860	276	1	the	the	DET
cana-2860	276	2	data	datum	NOUN
cana-2860	276	3	supports	support	VERB
cana-2860	276	4	the	the	DET
cana-2860	276	5	conclusion	conclusion	NOUN
cana-2860	276	6	that	that	SCONJ
cana-2860	276	7	implementing	implement	VERB
cana-2860	276	8	these	these	DET
cana-2860	276	9	optimizations	optimization	NOUN
cana-2860	276	10	can	can	AUX
cana-2860	276	11	yield	yield	VERB
cana-2860	276	12	substantial	substantial	ADJ
cana-2860	276	13	benefits	benefit	NOUN
cana-2860	276	14	in	in	ADP
cana-2860	276	15	terms	term	NOUN
cana-2860	276	16	of	of	ADP
cana-2860	276	17	reduced	reduced	ADJ
cana-2860	276	18	compile	compile	PROPN
cana-2860	276	19	times	time	NOUN
cana-2860	276	20	,	,	PUNCT
cana-2860	276	21	thereby	thereby	ADV
cana-2860	276	22	contributing	contribute	VERB
cana-2860	276	23	to	to	ADP
cana-2860	276	24	more	more	ADV
cana-2860	276	25	efficient	efficient	ADJ
cana-2860	276	26	software	software	NOUN
cana-2860	276	27	development	development	NOUN
cana-2860	276	28	practices	practice	NOUN
cana-2860	276	29	.	.	PUNCT
cana-2860	277	1	fig	fig	NOUN
cana-2860	277	2	.	.	PUNCT
cana-2860	278	1	no	no	INTJ
cana-2860	278	2	.	.	NOUN
cana-2860	279	1	6	6	NUM
cana-2860	279	2	:	:	PUNCT
cana-2860	279	3	number	number	NOUN
cana-2860	279	4	of	of	ADP
cana-2860	279	5	variables	variable	NOUN
cana-2860	279	6	used	use	VERB
cana-2860	279	7	before	before	ADP
cana-2860	279	8	and	and	CCONJ
cana-2860	279	9	after	after	ADP
cana-2860	279	10	optimization	optimization	NOUN
cana-2860	279	11	overall	overall	ADJ
cana-2860	279	12	reduction	reduction	NOUN
cana-2860	279	13	:	:	PUNCT
cana-2860	279	14	the	the	DET
cana-2860	279	15	darker	dark	ADJ
cana-2860	279	16	red	red	ADJ
cana-2860	279	17	bars	bar	NOUN
cana-2860	279	18	consistently	consistently	ADV
cana-2860	279	19	have	have	VERB
cana-2860	279	20	lower	low	ADJ
cana-2860	279	21	or	or	CCONJ
cana-2860	279	22	equal	equal	ADJ
cana-2860	279	23	heights	height	NOUN
cana-2860	279	24	compared	compare	VERB
cana-2860	279	25	to	to	ADP
cana-2860	279	26	their	their	PRON
cana-2860	279	27	corresponding	correspond	VERB
cana-2860	279	28	light	light	ADJ
cana-2860	279	29	pink	pink	ADJ
cana-2860	279	30	bars	bar	NOUN
cana-2860	279	31	across	across	ADP
cana-2860	279	32	all	all	DET
cana-2860	279	33	examples	example	NOUN
cana-2860	279	34	,	,	PUNCT
cana-2860	279	35	indicating	indicate	VERB
cana-2860	279	36	a	a	DET
cana-2860	279	37	successful	successful	ADJ
cana-2860	279	38	reduction	reduction	NOUN
cana-2860	279	39	in	in	ADP
cana-2860	279	40	the	the	DET
cana-2860	279	41	number	number	NOUN
cana-2860	279	42	of	of	ADP
cana-2860	279	43	variables	variable	NOUN
cana-2860	279	44	due	due	ADJ
cana-2860	279	45	to	to	ADP
cana-2860	279	46	optimization	optimization	NOUN
cana-2860	279	47	.	.	PUNCT
cana-2860	280	1	detailed	detailed	ADJ
cana-2860	280	2	observations	observation	NOUN
cana-2860	280	3	:	:	PUNCT
cana-2860	280	4	•	•	NUM
cana-2860	280	5	examples	example	NOUN
cana-2860	280	6	1	1	NUM
cana-2860	280	7	-	-	SYM
cana-2860	280	8	5	5	NUM
cana-2860	280	9	:	:	PUNCT
cana-2860	280	10	there	there	PRON
cana-2860	280	11	is	be	VERB
cana-2860	280	12	a	a	DET
cana-2860	280	13	noticeable	noticeable	ADJ
cana-2860	280	14	reduction	reduction	NOUN
cana-2860	280	15	in	in	ADP
cana-2860	280	16	the	the	DET
cana-2860	280	17	number	number	NOUN
cana-2860	280	18	of	of	ADP
cana-2860	280	19	variables	variable	NOUN
cana-2860	280	20	.	.	PUNCT
cana-2860	281	1	for	for	ADP
cana-2860	281	2	instance	instance	NOUN
cana-2860	281	3	,	,	PUNCT
cana-2860	281	4	in	in	ADP
cana-2860	281	5	example	example	NOUN
cana-2860	281	6	1	1	NUM
cana-2860	281	7	,	,	PUNCT
cana-2860	281	8	the	the	DET
cana-2860	281	9	number	number	NOUN
cana-2860	281	10	of	of	ADP
cana-2860	281	11	variables	variable	NOUN
cana-2860	281	12	drops	drop	VERB
cana-2860	281	13	from	from	ADP
cana-2860	281	14	26	26	NUM
cana-2860	281	15	to	to	ADP
cana-2860	281	16	23	23	NUM
cana-2860	281	17	,	,	PUNCT
cana-2860	281	18	and	and	CCONJ
cana-2860	281	19	in	in	ADP
cana-2860	281	20	example	example	NOUN
cana-2860	281	21	2	2	NUM
cana-2860	281	22	,	,	PUNCT
cana-2860	281	23	from	from	ADP
cana-2860	281	24	8	8	NUM
cana-2860	281	25	to	to	PART
cana-2860	281	26	5	5	NUM
cana-2860	281	27	.	.	NOUN
cana-2860	281	28	•	•	NUM
cana-2860	281	29	examples	example	NOUN
cana-2860	281	30	6	6	NUM
cana-2860	281	31	-	-	SYM
cana-2860	281	32	10	10	NUM
cana-2860	281	33	:	:	PUNCT
cana-2860	281	34	similar	similar	ADJ
cana-2860	281	35	reductions	reduction	NOUN
cana-2860	281	36	are	be	AUX
cana-2860	281	37	observed	observe	VERB
cana-2860	281	38	.	.	PUNCT
cana-2860	282	1	example	example	NOUN
cana-2860	282	2	6	6	NUM
cana-2860	282	3	sees	see	VERB
cana-2860	282	4	a	a	DET
cana-2860	282	5	drop	drop	NOUN
cana-2860	282	6	from	from	ADP
cana-2860	282	7	31	31	NUM
cana-2860	282	8	to	to	PART
cana-2860	282	9	28	28	NUM
cana-2860	282	10	variables	variable	NOUN
cana-2860	282	11	,	,	PUNCT
cana-2860	282	12	and	and	CCONJ
cana-2860	282	13	example	example	NOUN
cana-2860	282	14	8	8	NUM
cana-2860	282	15	from	from	ADP
cana-2860	282	16	50	50	NUM
cana-2860	282	17	to	to	ADP
cana-2860	282	18	47	47	NUM
cana-2860	282	19	.	.	PUNCT
cana-2860	283	1	•	•	NUM
cana-2860	283	2	examples	example	NOUN
cana-2860	283	3	11	11	NUM
cana-2860	283	4	-	-	SYM
cana-2860	283	5	15	15	NUM
cana-2860	283	6	:	:	PUNCT
cana-2860	283	7	this	this	DET
cana-2860	283	8	trend	trend	NOUN
cana-2860	283	9	continues	continue	VERB
cana-2860	283	10	,	,	PUNCT
cana-2860	283	11	with	with	ADP
cana-2860	283	12	example	example	NOUN
cana-2860	283	13	11	11	NUM
cana-2860	283	14	showing	show	VERB
cana-2860	283	15	a	a	DET
cana-2860	283	16	reduction	reduction	NOUN
cana-2860	283	17	from	from	ADP
cana-2860	283	18	40	40	NUM
cana-2860	283	19	to	to	PART
cana-2860	283	20	29	29	NUM
cana-2860	283	21	variables	variable	NOUN
cana-2860	283	22	and	and	CCONJ
cana-2860	283	23	example	example	NOUN
cana-2860	283	24	14	14	NUM
cana-2860	283	25	from	from	ADP
cana-2860	283	26	56	56	NUM
cana-2860	283	27	to	to	PART
cana-2860	283	28	53	53	NUM
cana-2860	283	29	.	.	NOUN
cana-2860	284	1	•	•	NUM
cana-2860	284	2	examples	example	NOUN
cana-2860	284	3	16	16	NUM
cana-2860	284	4	-	-	SYM
cana-2860	284	5	20	20	NUM
cana-2860	284	6	:	:	PUNCT
cana-2860	284	7	the	the	DET
cana-2860	284	8	pattern	pattern	NOUN
cana-2860	284	9	persists	persist	VERB
cana-2860	284	10	with	with	ADP
cana-2860	284	11	substantial	substantial	ADJ
cana-2860	284	12	reductions	reduction	NOUN
cana-2860	284	13	,	,	PUNCT
cana-2860	284	14	such	such	ADJ
cana-2860	284	15	as	as	ADP
cana-2860	284	16	example	example	NOUN
cana-2860	284	17	18	18	NUM
cana-2860	284	18	dropping	drop	VERB
cana-2860	284	19	from	from	ADP
cana-2860	284	20	15	15	NUM
cana-2860	284	21	to	to	PART
cana-2860	284	22	12	12	NUM
cana-2860	284	23	variables	variable	NOUN
cana-2860	284	24	.	.	PUNCT
cana-2860	285	1	•	•	NUM
cana-2860	285	2	examples	example	NOUN
cana-2860	285	3	21	21	NUM
cana-2860	285	4	-	-	SYM
cana-2860	285	5	25	25	NUM
cana-2860	285	6	:	:	PUNCT
cana-2860	285	7	finally	finally	ADV
cana-2860	285	8	,	,	PUNCT
cana-2860	285	9	the	the	DET
cana-2860	285	10	optimization	optimization	NOUN
cana-2860	285	11	effect	effect	NOUN
cana-2860	285	12	is	be	AUX
cana-2860	285	13	evident	evident	ADJ
cana-2860	285	14	here	here	ADV
cana-2860	285	15	as	as	ADV
cana-2860	285	16	well	well	ADV
cana-2860	285	17	,	,	PUNCT
cana-2860	285	18	with	with	ADP
cana-2860	285	19	example	example	NOUN
cana-2860	285	20	21	21	NUM
cana-2860	285	21	reducing	reduce	VERB
cana-2860	285	22	from	from	ADP
cana-2860	285	23	23	23	NUM
cana-2860	285	24	to	to	PART
cana-2860	285	25	20	20	NUM
cana-2860	285	26	variables	variable	NOUN
cana-2860	285	27	and	and	CCONJ
cana-2860	285	28	example	example	NOUN
cana-2860	285	29	24	24	NUM
cana-2860	285	30	from	from	ADP
cana-2860	285	31	47	47	NUM
cana-2860	285	32	to	to	PART
cana-2860	285	33	44	44	NUM
cana-2860	285	34	.	.	PUNCT
cana-2860	286	1	the	the	DET
cana-2860	286	2	graph	graph	NOUN
cana-2860	286	3	highlights	highlight	VERB
cana-2860	286	4	the	the	DET
cana-2860	286	5	effectiveness	effectiveness	NOUN
cana-2860	286	6	of	of	ADP
cana-2860	286	7	code	code	NOUN
cana-2860	286	8	optimization	optimization	NOUN
cana-2860	286	9	techniques	technique	NOUN
cana-2860	286	10	in	in	ADP
cana-2860	286	11	reducing	reduce	VERB
cana-2860	286	12	the	the	DET
cana-2860	286	13	number	number	NOUN
cana-2860	286	14	of	of	ADP
cana-2860	286	15	variables	variable	NOUN
cana-2860	286	16	used	use	VERB
cana-2860	286	17	within	within	ADP
cana-2860	286	18	different	different	ADJ
cana-2860	286	19	segments	segment	NOUN
cana-2860	286	20	of	of	ADP
cana-2860	286	21	the	the	DET
cana-2860	286	22	code	code	NOUN
cana-2860	286	23	.	.	PUNCT
cana-2860	287	1	this	this	DET
cana-2860	287	2	reduction	reduction	NOUN
cana-2860	287	3	can	can	AUX
cana-2860	287	4	lead	lead	VERB
cana-2860	287	5	to	to	ADP
cana-2860	287	6	improved	improve	VERB
cana-2860	287	7	code	code	NOUN
cana-2860	287	8	efficiency	efficiency	NOUN
cana-2860	287	9	,	,	PUNCT
cana-2860	287	10	better	well	ADJ
cana-2860	287	11	resource	resource	NOUN
cana-2860	287	12	management	management	NOUN
cana-2860	287	13	,	,	PUNCT
cana-2860	287	14	and	and	CCONJ
cana-2860	287	15	enhanced	enhanced	ADJ
cana-2860	287	16	readability	readability	NOUN
cana-2860	287	17	.	.	PUNCT
cana-2860	288	1	each	each	DET
cana-2860	288	2	example	example	NOUN
cana-2860	288	3	's	's	PART
cana-2860	288	4	data	datum	NOUN
cana-2860	288	5	underscores	underscore	VERB
cana-2860	288	6	the	the	DET
cana-2860	288	7	tangible	tangible	ADJ
cana-2860	288	8	benefits	benefit	NOUN
cana-2860	288	9	of	of	ADP
cana-2860	288	10	such	such	ADJ
cana-2860	288	11	optimization	optimization	NOUN
cana-2860	288	12	practices	practice	NOUN
cana-2860	288	13	,	,	PUNCT
cana-2860	288	14	contributing	contribute	VERB
cana-2860	288	15	to	to	ADP
cana-2860	288	16	overall	overall	ADJ
cana-2860	288	17	software	software	NOUN
cana-2860	288	18	performance	performance	NOUN
cana-2860	288	19	and	and	CCONJ
cana-2860	288	20	maintainability	maintainability	NOUN
cana-2860	288	21	.	.	PUNCT
cana-2860	289	1	communications	communication	NOUN
cana-2860	289	2	on	on	ADP
cana-2860	289	3	applied	apply	VERB
cana-2860	289	4	nonlinear	nonlinear	ADJ
cana-2860	289	5	analysis	analysis	NOUN
cana-2860	289	6	issn	issn	NOUN
cana-2860	289	7	:	:	PUNCT
cana-2860	289	8	1074	1074	NUM
cana-2860	289	9	-	-	PUNCT
cana-2860	289	10	133x	133x	NUM
cana-2860	289	11	vol	vol	NOUN
cana-2860	289	12	32	32	NUM
cana-2860	289	13	no	no	NOUN
cana-2860	289	14	.	.	PUNCT
cana-2860	290	1	4s	4s	NUM
cana-2860	290	2	(	(	PUNCT
cana-2860	290	3	2025	2025	NUM
cana-2860	290	4	)	)	PUNCT
cana-2860	290	5	416	416	NUM
cana-2860	290	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-2860	290	7	fig	fig	NOUN
cana-2860	290	8	.	.	PUNCT
cana-2860	291	1	no	no	INTJ
cana-2860	291	2	.	.	NOUN
cana-2860	292	1	7	7	NUM
cana-2860	292	2	:	:	PUNCT
cana-2860	292	3	graphical	graphical	ADJ
cana-2860	292	4	analysis	analysis	NOUN
cana-2860	292	5	of	of	ADP
cana-2860	292	6	μ	μ	PROPN
cana-2860	292	7	overall	overall	ADJ
cana-2860	293	1	,	,	PUNCT
cana-2860	293	2	the	the	DET
cana-2860	293	3	trend	trend	NOUN
cana-2860	293	4	shows	show	VERB
cana-2860	293	5	an	an	DET
cana-2860	293	6	increasing	increase	VERB
cana-2860	293	7	μ	μ	NOUN
cana-2860	293	8	as	as	ADP
cana-2860	293	9	the	the	DET
cana-2860	293	10	number	number	NOUN
cana-2860	293	11	of	of	ADP
cana-2860	293	12	lines	line	NOUN
cana-2860	293	13	of	of	ADP
cana-2860	293	14	code	code	NOUN
cana-2860	293	15	increases	increase	NOUN
cana-2860	293	16	,	,	PUNCT
cana-2860	293	17	suggesting	suggest	VERB
cana-2860	293	18	that	that	SCONJ
cana-2860	293	19	larger	large	ADJ
cana-2860	293	20	codebases	codebase	NOUN
cana-2860	293	21	tend	tend	VERB
cana-2860	293	22	to	to	PART
cana-2860	293	23	experience	experience	VERB
cana-2860	293	24	more	more	ADV
cana-2860	293	25	significant	significant	ADJ
cana-2860	293	26	improvements	improvement	NOUN
cana-2860	293	27	from	from	ADP
cana-2860	293	28	optimization	optimization	NOUN
cana-2860	293	29	.	.	PUNCT
cana-2860	294	1	however	however	ADV
cana-2860	294	2	,	,	PUNCT
cana-2860	294	3	the	the	DET
cana-2860	294	4	graph	graph	NOUN
cana-2860	294	5	also	also	ADV
cana-2860	294	6	exhibits	exhibit	VERB
cana-2860	294	7	notable	notable	ADJ
cana-2860	294	8	fluctuations	fluctuation	NOUN
cana-2860	294	9	,	,	PUNCT
cana-2860	294	10	with	with	ADP
cana-2860	294	11	pronounced	pronounced	ADJ
cana-2860	294	12	peaks	peak	NOUN
cana-2860	294	13	around	around	ADP
cana-2860	294	14	500	500	NUM
cana-2860	294	15	,	,	PUNCT
cana-2860	294	16	1000	1000	NUM
cana-2860	294	17	,	,	PUNCT
cana-2860	294	18	1500	1500	NUM
cana-2860	294	19	,	,	PUNCT
cana-2860	294	20	and	and	CCONJ
cana-2860	294	21	2500	2500	NUM
cana-2860	294	22	lines	line	NOUN
cana-2860	294	23	of	of	ADP
cana-2860	294	24	code	code	NOUN
cana-2860	294	25	,	,	PUNCT
cana-2860	294	26	and	and	CCONJ
cana-2860	294	27	a	a	DET
cana-2860	294	28	significant	significant	ADJ
cana-2860	294	29	dip	dip	NOUN
cana-2860	294	30	near	near	ADP
cana-2860	294	31	2000	2000	NUM
cana-2860	294	32	lines	line	NOUN
cana-2860	294	33	.	.	PUNCT
cana-2860	295	1	upon	upon	SCONJ
cana-2860	295	2	detailed	detailed	ADJ
cana-2860	295	3	examination	examination	NOUN
cana-2860	295	4	,	,	PUNCT
cana-2860	295	5	it	it	PRON
cana-2860	295	6	is	be	AUX
cana-2860	295	7	observed	observe	VERB
cana-2860	295	8	that	that	SCONJ
cana-2860	295	9	the	the	DET
cana-2860	295	10	average	average	ADJ
cana-2860	295	11	μ	μ	PROPN
cana-2860	295	12	value	value	NOUN
cana-2860	295	13	lies	lie	VERB
cana-2860	295	14	within	within	ADP
cana-2860	295	15	the	the	DET
cana-2860	295	16	range	range	NOUN
cana-2860	295	17	of	of	ADP
cana-2860	295	18	0.20	0.20	NUM
cana-2860	295	19	to	to	ADP
cana-2860	295	20	0.25	0.25	NUM
cana-2860	295	21	.	.	PUNCT
cana-2860	296	1	this	this	DET
cana-2860	296	2	range	range	NOUN
cana-2860	296	3	serves	serve	VERB
cana-2860	296	4	as	as	ADP
cana-2860	296	5	a	a	DET
cana-2860	296	6	benchmark	benchmark	NOUN
cana-2860	296	7	for	for	ADP
cana-2860	296	8	evaluating	evaluate	VERB
cana-2860	296	9	the	the	DET
cana-2860	296	10	relative	relative	ADJ
cana-2860	296	11	efficiency	efficiency	NOUN
cana-2860	296	12	of	of	ADP
cana-2860	296	13	different	different	ADJ
cana-2860	296	14	code	code	NOUN
cana-2860	296	15	sizes	size	NOUN
cana-2860	296	16	and	and	CCONJ
cana-2860	296	17	the	the	DET
cana-2860	296	18	corresponding	corresponding	ADJ
cana-2860	296	19	impact	impact	NOUN
cana-2860	296	20	of	of	ADP
cana-2860	296	21	optimization	optimization	NOUN
cana-2860	296	22	strategies	strategy	NOUN
cana-2860	296	23	.	.	PUNCT
cana-2860	297	1	performance	performance	NOUN
cana-2860	297	2	insights	insight	NOUN
cana-2860	297	3	:	:	PUNCT
cana-2860	297	4	1	1	X
cana-2860	297	5	.	.	X
cana-2860	297	6	efficiency	efficiency	NOUN
cana-2860	297	7	decrease	decrease	NOUN
cana-2860	297	8	(	(	PUNCT
cana-2860	297	9	μ	μ	NOUN
cana-2860	297	10	>	>	X
cana-2860	297	11	0.25	0.25	NUM
cana-2860	297	12	):	):	PUNCT
cana-2860	297	13	instances	instance	NOUN
cana-2860	297	14	where	where	SCONJ
cana-2860	297	15	μ	μ	NOUN
cana-2860	297	16	exceeds	exceed	VERB
cana-2860	297	17	0.25	0.25	NUM
cana-2860	297	18	are	be	AUX
cana-2860	297	19	characterized	characterize	VERB
cana-2860	297	20	by	by	ADP
cana-2860	297	21	a	a	DET
cana-2860	297	22	marked	mark	VERB
cana-2860	297	23	decrease	decrease	NOUN
cana-2860	297	24	in	in	ADP
cana-2860	297	25	efficiency	efficiency	NOUN
cana-2860	297	26	.	.	PUNCT
cana-2860	298	1	these	these	DET
cana-2860	298	2	scenarios	scenario	NOUN
cana-2860	298	3	correspond	correspond	VERB
cana-2860	298	4	to	to	ADP
cana-2860	298	5	points	point	NOUN
cana-2860	298	6	on	on	ADP
cana-2860	298	7	the	the	DET
cana-2860	298	8	graph	graph	NOUN
cana-2860	298	9	where	where	SCONJ
cana-2860	298	10	there	there	PRON
cana-2860	298	11	are	be	VERB
cana-2860	298	12	significant	significant	ADJ
cana-2860	298	13	peaks	peak	NOUN
cana-2860	298	14	,	,	PUNCT
cana-2860	298	15	such	such	ADJ
cana-2860	298	16	as	as	ADP
cana-2860	298	17	around	around	ADP
cana-2860	298	18	500	500	NUM
cana-2860	298	19	and	and	CCONJ
cana-2860	298	20	2500	2500	NUM
cana-2860	298	21	lines	line	NOUN
cana-2860	298	22	of	of	ADP
cana-2860	298	23	code	code	NOUN
cana-2860	298	24	.	.	PUNCT
cana-2860	299	1	the	the	DET
cana-2860	299	2	high	high	ADJ
cana-2860	299	3	μ	μ	PROPN
cana-2860	299	4	values	value	NOUN
cana-2860	299	5	in	in	ADP
cana-2860	299	6	these	these	DET
cana-2860	299	7	regions	region	NOUN
cana-2860	299	8	suggest	suggest	VERB
cana-2860	299	9	that	that	SCONJ
cana-2860	299	10	the	the	DET
cana-2860	299	11	optimizations	optimization	NOUN
cana-2860	299	12	applied	apply	VERB
cana-2860	299	13	are	be	AUX
cana-2860	299	14	exceptionally	exceptionally	ADV
cana-2860	299	15	effective	effective	ADJ
cana-2860	299	16	for	for	ADP
cana-2860	299	17	these	these	DET
cana-2860	299	18	specific	specific	ADJ
cana-2860	299	19	code	code	NOUN
cana-2860	299	20	sizes	size	NOUN
cana-2860	299	21	,	,	PUNCT
cana-2860	299	22	potentially	potentially	ADV
cana-2860	299	23	due	due	ADJ
cana-2860	299	24	to	to	ADP
cana-2860	299	25	better	well	ADJ
cana-2860	299	26	algorithmic	algorithmic	ADJ
cana-2860	299	27	strategies	strategy	NOUN
cana-2860	299	28	or	or	CCONJ
cana-2860	299	29	improved	improve	VERB
cana-2860	299	30	resource	resource	NOUN
cana-2860	299	31	utilization	utilization	NOUN
cana-2860	299	32	.	.	PUNCT
cana-2860	300	1	however	however	ADV
cana-2860	300	2	,	,	PUNCT
cana-2860	300	3	this	this	PRON
cana-2860	300	4	also	also	ADV
cana-2860	300	5	implies	imply	VERB
cana-2860	300	6	that	that	SCONJ
cana-2860	300	7	the	the	DET
cana-2860	300	8	overhead	overhead	NOUN
cana-2860	300	9	or	or	CCONJ
cana-2860	300	10	complexity	complexity	NOUN
cana-2860	300	11	introduced	introduce	VERB
cana-2860	300	12	by	by	ADP
cana-2860	300	13	these	these	DET
cana-2860	300	14	optimizations	optimization	NOUN
cana-2860	300	15	may	may	AUX
cana-2860	300	16	outweigh	outweigh	VERB
cana-2860	300	17	their	their	PRON
cana-2860	300	18	benefits	benefit	NOUN
cana-2860	300	19	as	as	ADP
cana-2860	300	20	the	the	DET
cana-2860	300	21	code	code	NOUN
cana-2860	300	22	size	size	NOUN
cana-2860	300	23	further	further	ADJ
cana-2860	300	24	increases	increase	NOUN
cana-2860	300	25	.	.	PUNCT
cana-2860	301	1	hence	hence	ADV
cana-2860	301	2	,	,	PUNCT
cana-2860	301	3	beyond	beyond	ADP
cana-2860	301	4	a	a	DET
cana-2860	301	5	certain	certain	ADJ
cana-2860	301	6	threshold	threshold	NOUN
cana-2860	301	7	,	,	PUNCT
cana-2860	301	8	the	the	DET
cana-2860	301	9	efficiency	efficiency	NOUN
cana-2860	301	10	gains	gain	NOUN
cana-2860	301	11	diminish	diminish	VERB
cana-2860	301	12	,	,	PUNCT
cana-2860	301	13	reflecting	reflect	VERB
cana-2860	301	14	a	a	DET
cana-2860	301	15	decrease	decrease	NOUN
cana-2860	301	16	in	in	ADP
cana-2860	301	17	overall	overall	ADJ
cana-2860	301	18	performance	performance	NOUN
cana-2860	301	19	efficiency	efficiency	NOUN
cana-2860	301	20	.	.	PUNCT
cana-2860	302	1	2	2	X
cana-2860	302	2	.	.	X
cana-2860	302	3	efficiency	efficiency	NOUN
cana-2860	302	4	increase	increase	NOUN
cana-2860	302	5	(	(	PUNCT
cana-2860	302	6	μ	μ	X
cana-2860	302	7	<	<	X
cana-2860	302	8	0.20	0.20	NUM
cana-2860	302	9	):	):	PUNCT
cana-2860	302	10	conversely	conversely	ADV
cana-2860	302	11	,	,	PUNCT
cana-2860	302	12	when	when	SCONJ
cana-2860	302	13	μ	μ	PROPN
cana-2860	302	14	is	be	AUX
cana-2860	302	15	less	less	ADJ
cana-2860	302	16	than	than	ADP
cana-2860	302	17	0.20	0.20	NUM
cana-2860	302	18	,	,	PUNCT
cana-2860	302	19	there	there	PRON
cana-2860	302	20	is	be	VERB
cana-2860	302	21	a	a	DET
cana-2860	302	22	notable	notable	ADJ
cana-2860	302	23	increase	increase	NOUN
cana-2860	302	24	in	in	ADP
cana-2860	302	25	efficiency	efficiency	NOUN
cana-2860	302	26	.	.	PUNCT
cana-2860	303	1	these	these	DET
cana-2860	303	2	points	point	NOUN
cana-2860	303	3	on	on	ADP
cana-2860	303	4	the	the	DET
cana-2860	303	5	graph	graph	NOUN
cana-2860	303	6	,	,	PUNCT
cana-2860	303	7	which	which	PRON
cana-2860	303	8	are	be	AUX
cana-2860	303	9	typically	typically	ADV
cana-2860	303	10	associated	associate	VERB
cana-2860	303	11	with	with	ADP
cana-2860	303	12	falls	fall	NOUN
cana-2860	303	13	or	or	CCONJ
cana-2860	303	14	troughs	trough	NOUN
cana-2860	303	15	,	,	PUNCT
cana-2860	303	16	such	such	ADJ
cana-2860	303	17	as	as	ADP
cana-2860	303	18	around	around	ADP
cana-2860	303	19	1700	1700	NUM
cana-2860	303	20	lines	line	NOUN
cana-2860	303	21	of	of	ADP
cana-2860	303	22	code	code	NOUN
cana-2860	303	23	,	,	PUNCT
cana-2860	303	24	indicate	indicate	VERB
cana-2860	303	25	that	that	SCONJ
cana-2860	303	26	the	the	DET
cana-2860	303	27	optimizations	optimization	NOUN
cana-2860	303	28	are	be	AUX
cana-2860	303	29	less	less	ADV
cana-2860	303	30	effective	effective	ADJ
cana-2860	303	31	in	in	ADP
cana-2860	303	32	absolute	absolute	ADJ
cana-2860	303	33	terms	term	NOUN
cana-2860	303	34	.	.	PUNCT
cana-2860	304	1	however	however	ADV
cana-2860	304	2	,	,	PUNCT
cana-2860	304	3	the	the	DET
cana-2860	304	4	lower	low	ADJ
cana-2860	304	5	μ	μ	PROPN
cana-2860	304	6	values	value	NOUN
cana-2860	304	7	suggest	suggest	VERB
cana-2860	304	8	that	that	SCONJ
cana-2860	304	9	the	the	DET
cana-2860	304	10	optimizations	optimization	NOUN
cana-2860	304	11	introduce	introduce	VERB
cana-2860	304	12	minimal	minimal	ADJ
cana-2860	304	13	overhead	overhead	ADV
cana-2860	304	14	,	,	PUNCT
cana-2860	304	15	thereby	thereby	ADV
cana-2860	304	16	maintaining	maintain	VERB
cana-2860	304	17	or	or	CCONJ
cana-2860	304	18	slightly	slightly	ADV
cana-2860	304	19	enhancing	enhance	VERB
cana-2860	304	20	the	the	DET
cana-2860	304	21	execution	execution	NOUN
cana-2860	304	22	efficiency	efficiency	NOUN
cana-2860	304	23	of	of	ADP
cana-2860	304	24	the	the	DET
cana-2860	304	25	code	code	NOUN
cana-2860	304	26	.	.	PUNCT
cana-2860	305	1	this	this	DET
cana-2860	305	2	efficiency	efficiency	NOUN
cana-2860	305	3	increase	increase	NOUN
cana-2860	305	4	is	be	AUX
cana-2860	305	5	often	often	ADV
cana-2860	305	6	a	a	DET
cana-2860	305	7	result	result	NOUN
cana-2860	305	8	of	of	ADP
cana-2860	305	9	basic	basic	ADJ
cana-2860	305	10	optimizations	optimization	NOUN
cana-2860	305	11	that	that	PRON
cana-2860	305	12	streamline	streamline	VERB
cana-2860	305	13	the	the	DET
cana-2860	305	14	code	code	NOUN
cana-2860	305	15	without	without	ADP
cana-2860	305	16	adding	add	VERB
cana-2860	305	17	significant	significant	ADJ
cana-2860	305	18	complexity	complexity	NOUN
cana-2860	305	19	or	or	CCONJ
cana-2860	305	20	resource	resource	NOUN
cana-2860	305	21	demands	demand	NOUN
cana-2860	305	22	.	.	PUNCT
cana-2860	306	1	at	at	ADP
cana-2860	306	2	approximately	approximately	ADV
cana-2860	306	3	500	500	NUM
cana-2860	306	4	lines	line	NOUN
cana-2860	306	5	of	of	ADP
cana-2860	306	6	code	code	NOUN
cana-2860	306	7	,	,	PUNCT
cana-2860	306	8	μ	μ	PROPN
cana-2860	306	9	reaches	reach	VERB
cana-2860	306	10	its	its	PRON
cana-2860	306	11	highest	high	ADJ
cana-2860	306	12	value	value	NOUN
cana-2860	306	13	,	,	PUNCT
cana-2860	306	14	indicating	indicate	VERB
cana-2860	306	15	a	a	DET
cana-2860	306	16	sharp	sharp	ADJ
cana-2860	306	17	decrease	decrease	NOUN
cana-2860	306	18	in	in	ADP
cana-2860	306	19	optimization	optimization	NOUN
cana-2860	306	20	effectiveness	effectiveness	NOUN
cana-2860	306	21	.	.	PUNCT
cana-2860	307	1	at	at	ADP
cana-2860	307	2	these	these	DET
cana-2860	307	3	specific	specific	ADJ
cana-2860	307	4	line	line	NOUN
cana-2860	307	5	counts	count	NOUN
cana-2860	307	6	,	,	PUNCT
cana-2860	307	7	the	the	DET
cana-2860	307	8	structure	structure	NOUN
cana-2860	307	9	of	of	ADP
cana-2860	307	10	the	the	DET
cana-2860	307	11	code	code	NOUN
cana-2860	307	12	might	might	AUX
cana-2860	307	13	have	have	AUX
cana-2860	307	14	hit	hit	VERB
cana-2860	307	15	thresholds	threshold	NOUN
cana-2860	307	16	where	where	SCONJ
cana-2860	307	17	certain	certain	ADJ
cana-2860	307	18	optimizations	optimization	NOUN
cana-2860	307	19	become	become	VERB
cana-2860	307	20	more	more	ADV
cana-2860	307	21	effective	effective	ADJ
cana-2860	307	22	this	this	PRON
cana-2860	307	23	suggests	suggest	VERB
cana-2860	307	24	that	that	SCONJ
cana-2860	307	25	at	at	ADP
cana-2860	307	26	this	this	DET
cana-2860	307	27	code	code	NOUN
cana-2860	307	28	size	size	NOUN
cana-2860	307	29	,	,	PUNCT
cana-2860	307	30	specific	specific	ADJ
cana-2860	307	31	constructs	construct	NOUN
cana-2860	307	32	or	or	CCONJ
cana-2860	307	33	patterns	pattern	NOUN
cana-2860	307	34	within	within	ADP
cana-2860	307	35	the	the	DET
cana-2860	307	36	code	code	NOUN
cana-2860	307	37	may	may	AUX
cana-2860	307	38	have	have	AUX
cana-2860	307	39	been	be	AUX
cana-2860	307	40	particularly	particularly	ADV
cana-2860	307	41	willing	willing	ADJ
cana-2860	307	42	to	to	ADP
cana-2860	307	43	optimization	optimization	NOUN
cana-2860	307	44	,	,	PUNCT
cana-2860	307	45	resulting	result	VERB
cana-2860	307	46	in	in	ADP
cana-2860	307	47	a	a	DET
cana-2860	307	48	substantial	substantial	ADJ
cana-2860	307	49	reduction	reduction	NOUN
cana-2860	307	50	in	in	ADP
cana-2860	307	51	compile	compile	NOUN
cana-2860	307	52	time	time	NOUN
cana-2860	307	53	.	.	PUNCT
cana-2860	308	1	conversely	conversely	ADV
cana-2860	308	2	,	,	PUNCT
cana-2860	308	3	following	follow	VERB
cana-2860	308	4	this	this	DET
cana-2860	308	5	peak	peak	NOUN
cana-2860	308	6	,	,	PUNCT
cana-2860	308	7	μ	μ	NOUN
cana-2860	308	8	decreases	decrease	VERB
cana-2860	308	9	but	but	CCONJ
cana-2860	308	10	maintains	maintain	VERB
cana-2860	308	11	a	a	DET
cana-2860	308	12	generally	generally	ADV
cana-2860	308	13	upward	upward	ADJ
cana-2860	308	14	trend	trend	NOUN
cana-2860	308	15	until	until	SCONJ
cana-2860	308	16	it	it	PRON
cana-2860	308	17	approaches	approach	VERB
cana-2860	308	18	1000	1000	NUM
cana-2860	308	19	lines	line	NOUN
cana-2860	308	20	.	.	PUNCT
cana-2860	309	1	the	the	DET
cana-2860	309	2	optimization	optimization	NOUN
cana-2860	309	3	effectiveness	effectiveness	NOUN
cana-2860	309	4	appears	appear	VERB
cana-2860	309	5	to	to	PART
cana-2860	309	6	stabilize	stabilize	VERB
cana-2860	309	7	somewhat	somewhat	ADV
cana-2860	309	8	in	in	ADP
cana-2860	309	9	this	this	DET
cana-2860	309	10	range	range	NOUN
cana-2860	309	11	,	,	PUNCT
cana-2860	309	12	though	though	SCONJ
cana-2860	309	13	not	not	PART
cana-2860	309	14	as	as	ADV
cana-2860	309	15	dramatically	dramatically	ADV
cana-2860	309	16	as	as	ADP
cana-2860	309	17	at	at	ADP
cana-2860	309	18	500	500	NUM
cana-2860	309	19	lines	line	NOUN
cana-2860	309	20	.	.	PUNCT
cana-2860	310	1	communications	communication	NOUN
cana-2860	310	2	on	on	ADP
cana-2860	310	3	applied	apply	VERB
cana-2860	310	4	nonlinear	nonlinear	ADJ
cana-2860	310	5	analysis	analysis	NOUN
cana-2860	310	6	issn	issn	NOUN
cana-2860	310	7	:	:	PUNCT
cana-2860	310	8	1074	1074	NUM
cana-2860	310	9	-	-	PUNCT
cana-2860	310	10	133x	133x	NUM
cana-2860	310	11	vol	vol	NOUN
cana-2860	310	12	32	32	NUM
cana-2860	310	13	no	no	NOUN
cana-2860	310	14	.	.	PUNCT
cana-2860	311	1	4s	4s	NUM
cana-2860	311	2	(	(	PUNCT
cana-2860	311	3	2025	2025	NUM
cana-2860	311	4	)	)	PUNCT
cana-2860	311	5	417	417	NUM
cana-2860	311	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	311	7	another	another	DET
cana-2860	311	8	significant	significant	ADJ
cana-2860	311	9	peak	peak	NOUN
cana-2860	311	10	is	be	AUX
cana-2860	311	11	observed	observe	VERB
cana-2860	311	12	around	around	ADP
cana-2860	311	13	1500	1500	NUM
cana-2860	311	14	lines	line	NOUN
cana-2860	311	15	of	of	ADP
cana-2860	311	16	code	code	NOUN
cana-2860	311	17	,	,	PUNCT
cana-2860	311	18	where	where	SCONJ
cana-2860	311	19	μ	μ	NOUN
cana-2860	311	20	again	again	ADV
cana-2860	311	21	increases	increase	VERB
cana-2860	311	22	notably	notably	ADV
cana-2860	311	23	.	.	PUNCT
cana-2860	312	1	this	this	PRON
cana-2860	312	2	indicates	indicate	VERB
cana-2860	312	3	another	another	DET
cana-2860	312	4	point	point	NOUN
cana-2860	312	5	where	where	SCONJ
cana-2860	312	6	the	the	DET
cana-2860	312	7	structure	structure	NOUN
cana-2860	312	8	or	or	CCONJ
cana-2860	312	9	complexity	complexity	NOUN
cana-2860	312	10	of	of	ADP
cana-2860	312	11	the	the	DET
cana-2860	312	12	code	code	NOUN
cana-2860	312	13	benefited	benefit	VERB
cana-2860	312	14	greatly	greatly	ADV
cana-2860	312	15	from	from	ADP
cana-2860	312	16	the	the	DET
cana-2860	312	17	applied	apply	VERB
cana-2860	312	18	optimizations	optimization	NOUN
cana-2860	312	19	.	.	PUNCT
cana-2860	313	1	however	however	ADV
cana-2860	313	2	,	,	PUNCT
cana-2860	313	3	at	at	ADP
cana-2860	313	4	approximately	approximately	ADV
cana-2860	313	5	2000	2000	NUM
cana-2860	313	6	lines	line	NOUN
cana-2860	313	7	of	of	ADP
cana-2860	313	8	code	code	NOUN
cana-2860	313	9	,	,	PUNCT
cana-2860	313	10	there	there	PRON
cana-2860	313	11	is	be	VERB
cana-2860	313	12	a	a	DET
cana-2860	313	13	sharp	sharp	ADJ
cana-2860	313	14	drop	drop	NOUN
cana-2860	313	15	in	in	ADP
cana-2860	313	16	μ	μ	NOUN
cana-2860	313	17	,	,	PUNCT
cana-2860	313	18	indicating	indicate	VERB
cana-2860	313	19	that	that	SCONJ
cana-2860	313	20	the	the	DET
cana-2860	313	21	optimizations	optimization	NOUN
cana-2860	313	22	were	be	AUX
cana-2860	313	23	most	most	ADV
cana-2860	313	24	effective	effective	ADJ
cana-2860	313	25	.	.	PUNCT
cana-2860	314	1	this	this	DET
cana-2860	314	2	dip	dip	NOUN
cana-2860	314	3	could	could	AUX
cana-2860	314	4	be	be	AUX
cana-2860	314	5	attributed	attribute	VERB
cana-2860	314	6	to	to	ADP
cana-2860	314	7	the	the	DET
cana-2860	314	8	nature	nature	NOUN
cana-2860	314	9	of	of	ADP
cana-2860	314	10	the	the	DET
cana-2860	314	11	code	code	NOUN
cana-2860	314	12	at	at	ADP
cana-2860	314	13	this	this	DET
cana-2860	314	14	size	size	NOUN
cana-2860	314	15	being	be	AUX
cana-2860	314	16	less	less	ADV
cana-2860	314	17	compatible	compatible	ADJ
cana-2860	314	18	with	with	ADP
cana-2860	314	19	the	the	DET
cana-2860	314	20	optimization	optimization	NOUN
cana-2860	314	21	techniques	technique	NOUN
cana-2860	314	22	used	use	VERB
cana-2860	314	23	.	.	PUNCT
cana-2860	315	1	the	the	DET
cana-2860	315	2	graph	graph	NOUN
cana-2860	315	3	then	then	ADV
cana-2860	315	4	shows	show	VERB
cana-2860	315	5	a	a	DET
cana-2860	315	6	resurgence	resurgence	NOUN
cana-2860	315	7	in	in	ADP
cana-2860	315	8	optimization	optimization	NOUN
cana-2860	315	9	effectiveness	effectiveness	NOUN
cana-2860	315	10	at	at	ADP
cana-2860	315	11	around	around	ADP
cana-2860	315	12	2500	2500	NUM
cana-2860	315	13	lines	line	NOUN
cana-2860	315	14	,	,	PUNCT
cana-2860	315	15	where	where	SCONJ
cana-2860	315	16	μ	μ	NOUN
cana-2860	315	17	peaks	peak	VERB
cana-2860	315	18	again	again	ADV
cana-2860	315	19	.	.	PUNCT
cana-2860	316	1	similar	similar	ADJ
cana-2860	316	2	to	to	ADP
cana-2860	316	3	previous	previous	ADJ
cana-2860	316	4	peaks	peak	NOUN
cana-2860	316	5	,	,	PUNCT
cana-2860	316	6	this	this	PRON
cana-2860	316	7	suggests	suggest	VERB
cana-2860	316	8	the	the	DET
cana-2860	316	9	presence	presence	NOUN
cana-2860	316	10	of	of	ADP
cana-2860	316	11	code	code	NOUN
cana-2860	316	12	constructs	construct	NOUN
cana-2860	316	13	that	that	PRON
cana-2860	316	14	are	be	AUX
cana-2860	316	15	highly	highly	ADV
cana-2860	316	16	optimized	optimize	VERB
cana-2860	316	17	,	,	PUNCT
cana-2860	316	18	leading	lead	VERB
cana-2860	316	19	to	to	ADP
cana-2860	316	20	significant	significant	ADJ
cana-2860	316	21	compile	compile	NOUN
cana-2860	316	22	time	time	NOUN
cana-2860	316	23	reductions	reduction	NOUN
cana-2860	316	24	.	.	PUNCT
cana-2860	317	1	fig	fig	NOUN
cana-2860	317	2	.	.	PUNCT
cana-2860	318	1	no	no	INTJ
cana-2860	318	2	.	.	NOUN
cana-2860	318	3	8	8	NUM
cana-2860	318	4	:	:	PUNCT
cana-2860	318	5	graphical	graphical	ADJ
cana-2860	318	6	analysis	analysis	NOUN
cana-2860	318	7	of	of	ADP
cana-2860	318	8	δe	δe	ADP
cana-2860	318	9	the	the	DET
cana-2860	318	10	provided	provide	VERB
cana-2860	318	11	graph	graph	NOUN
cana-2860	318	12	exhibits	exhibit	VERB
cana-2860	318	13	the	the	DET
cana-2860	318	14	relationship	relationship	NOUN
cana-2860	318	15	between	between	ADP
cana-2860	318	16	the	the	DET
cana-2860	318	17	number	number	NOUN
cana-2860	318	18	of	of	ADP
cana-2860	318	19	lines	line	NOUN
cana-2860	318	20	of	of	ADP
cana-2860	318	21	code	code	NOUN
cana-2860	318	22	and	and	CCONJ
cana-2860	318	23	the	the	DET
cana-2860	318	24	efficiency	efficiency	NOUN
cana-2860	318	25	(	(	PUNCT
cana-2860	318	26	δe	δe	NOUN
cana-2860	318	27	)	)	PUNCT
cana-2860	318	28	of	of	ADP
cana-2860	318	29	the	the	DET
cana-2860	318	30	optimization	optimization	NOUN
cana-2860	318	31	process	process	NOUN
cana-2860	318	32	.	.	PUNCT
cana-2860	319	1	this	this	DET
cana-2860	319	2	analysis	analysis	NOUN
cana-2860	319	3	delves	delve	VERB
cana-2860	319	4	into	into	ADP
cana-2860	319	5	the	the	DET
cana-2860	319	6	observed	observe	VERB
cana-2860	319	7	trends	trend	NOUN
cana-2860	319	8	,	,	PUNCT
cana-2860	319	9	peaks	peak	NOUN
cana-2860	319	10	,	,	PUNCT
cana-2860	319	11	and	and	CCONJ
cana-2860	319	12	lows	low	NOUN
cana-2860	319	13	,	,	PUNCT
cana-2860	319	14	and	and	CCONJ
cana-2860	319	15	evaluates	evaluate	VERB
cana-2860	319	16	the	the	DET
cana-2860	319	17	overall	overall	ADJ
cana-2860	319	18	effectiveness	effectiveness	NOUN
cana-2860	319	19	of	of	ADP
cana-2860	319	20	the	the	DET
cana-2860	319	21	optimization	optimization	NOUN
cana-2860	319	22	strategy	strategy	NOUN
cana-2860	319	23	.	.	PUNCT
cana-2860	320	1	firstly	firstly	ADV
cana-2860	320	2	,	,	PUNCT
cana-2860	320	3	the	the	DET
cana-2860	320	4	graph	graph	NOUN
cana-2860	320	5	demonstrates	demonstrate	VERB
cana-2860	320	6	several	several	ADJ
cana-2860	320	7	sudden	sudden	ADJ
cana-2860	320	8	peaks	peak	NOUN
cana-2860	320	9	and	and	CCONJ
cana-2860	320	10	lows	low	NOUN
cana-2860	320	11	in	in	ADP
cana-2860	320	12	efficiency	efficiency	NOUN
cana-2860	320	13	.	.	PUNCT
cana-2860	321	1	these	these	DET
cana-2860	321	2	abrupt	abrupt	ADJ
cana-2860	321	3	changes	change	NOUN
cana-2860	321	4	can	can	AUX
cana-2860	321	5	be	be	AUX
cana-2860	321	6	attributed	attribute	VERB
cana-2860	321	7	to	to	ADP
cana-2860	321	8	variations	variation	NOUN
cana-2860	321	9	in	in	ADP
cana-2860	321	10	the	the	DET
cana-2860	321	11	amount	amount	NOUN
cana-2860	321	12	of	of	ADP
cana-2860	321	13	dead	dead	ADJ
cana-2860	321	14	code	code	NOUN
cana-2860	321	15	,	,	PUNCT
cana-2860	321	16	fluctuations	fluctuation	NOUN
cana-2860	321	17	in	in	ADP
cana-2860	321	18	compile	compile	NOUN
cana-2860	321	19	times	time	NOUN
cana-2860	321	20	before	before	ADV
cana-2860	321	21	and	and	CCONJ
cana-2860	321	22	after	after	ADP
cana-2860	321	23	optimization	optimization	NOUN
cana-2860	321	24	,	,	PUNCT
cana-2860	321	25	and	and	CCONJ
cana-2860	321	26	the	the	DET
cana-2860	321	27	inherent	inherent	ADJ
cana-2860	321	28	effectiveness	effectiveness	NOUN
cana-2860	321	29	of	of	ADP
cana-2860	321	30	the	the	DET
cana-2860	321	31	optimization	optimization	NOUN
cana-2860	321	32	process	process	NOUN
cana-2860	321	33	.	.	PUNCT
cana-2860	322	1	high	high	ADJ
cana-2860	322	2	peaks	peak	NOUN
cana-2860	322	3	often	often	ADV
cana-2860	322	4	signify	signify	VERB
cana-2860	322	5	segments	segment	NOUN
cana-2860	322	6	where	where	SCONJ
cana-2860	322	7	the	the	DET
cana-2860	322	8	optimization	optimization	NOUN
cana-2860	322	9	is	be	AUX
cana-2860	322	10	particularly	particularly	ADV
cana-2860	322	11	effective	effective	ADJ
cana-2860	322	12	,	,	PUNCT
cana-2860	322	13	reducing	reduce	VERB
cana-2860	322	14	dead	dead	ADJ
cana-2860	322	15	code	code	NOUN
cana-2860	322	16	and	and	CCONJ
cana-2860	322	17	improving	improve	VERB
cana-2860	322	18	compile	compile	NOUN
cana-2860	322	19	time	time	NOUN
cana-2860	322	20	significantly	significantly	ADV
cana-2860	322	21	.	.	PUNCT
cana-2860	323	1	conversely	conversely	ADV
cana-2860	323	2	,	,	PUNCT
cana-2860	323	3	low	low	ADJ
cana-2860	323	4	points	point	NOUN
cana-2860	323	5	may	may	AUX
cana-2860	323	6	indicate	indicate	VERB
cana-2860	323	7	areas	area	NOUN
cana-2860	323	8	where	where	SCONJ
cana-2860	323	9	the	the	DET
cana-2860	323	10	code	code	NOUN
cana-2860	323	11	contains	contain	VERB
cana-2860	323	12	more	more	ADV
cana-2860	323	13	dead	dead	ADJ
cana-2860	323	14	code	code	NOUN
cana-2860	323	15	or	or	CCONJ
cana-2860	323	16	where	where	SCONJ
cana-2860	323	17	the	the	DET
cana-2860	323	18	optimization	optimization	NOUN
cana-2860	323	19	struggles	struggle	VERB
cana-2860	323	20	to	to	PART
cana-2860	323	21	produce	produce	VERB
cana-2860	323	22	substantial	substantial	ADJ
cana-2860	323	23	improvements	improvement	NOUN
cana-2860	323	24	.	.	PUNCT
cana-2860	324	1	a	a	DET
cana-2860	324	2	notable	notable	ADJ
cana-2860	324	3	observation	observation	NOUN
cana-2860	324	4	is	be	AUX
cana-2860	324	5	the	the	DET
cana-2860	324	6	distinct	distinct	ADJ
cana-2860	324	7	fall	fall	NOUN
cana-2860	324	8	in	in	ADP
cana-2860	324	9	efficiency	efficiency	NOUN
cana-2860	324	10	at	at	ADP
cana-2860	324	11	around	around	ADP
cana-2860	324	12	2000	2000	NUM
cana-2860	324	13	lines	line	NOUN
cana-2860	324	14	of	of	ADP
cana-2860	324	15	code	code	NOUN
cana-2860	324	16	.	.	PUNCT
cana-2860	325	1	this	this	DET
cana-2860	325	2	sharp	sharp	ADJ
cana-2860	325	3	decline	decline	NOUN
cana-2860	325	4	could	could	AUX
cana-2860	325	5	result	result	VERB
cana-2860	325	6	from	from	ADP
cana-2860	325	7	ineffective	ineffective	ADJ
cana-2860	325	8	optimization	optimization	NOUN
cana-2860	325	9	at	at	ADP
cana-2860	325	10	this	this	DET
cana-2860	325	11	specific	specific	ADJ
cana-2860	325	12	point	point	NOUN
cana-2860	325	13	,	,	PUNCT
cana-2860	325	14	possibly	possibly	ADV
cana-2860	325	15	due	due	ADP
cana-2860	325	16	to	to	ADP
cana-2860	325	17	complex	complex	ADJ
cana-2860	325	18	code	code	NOUN
cana-2860	325	19	structures	structure	NOUN
cana-2860	325	20	or	or	CCONJ
cana-2860	325	21	dependencies	dependency	NOUN
cana-2860	325	22	that	that	PRON
cana-2860	325	23	challenge	challenge	VERB
cana-2860	325	24	the	the	DET
cana-2860	325	25	optimization	optimization	NOUN
cana-2860	325	26	algorithms	algorithm	NOUN
cana-2860	325	27	.	.	PUNCT
cana-2860	326	1	additionally	additionally	ADV
cana-2860	326	2	,	,	PUNCT
cana-2860	326	3	there	there	PRON
cana-2860	326	4	might	might	AUX
cana-2860	326	5	be	be	AUX
cana-2860	326	6	an	an	DET
cana-2860	326	7	increase	increase	NOUN
cana-2860	326	8	in	in	ADP
cana-2860	326	9	dead	dead	ADJ
cana-2860	326	10	code	code	NOUN
cana-2860	326	11	or	or	CCONJ
cana-2860	326	12	additional	additional	ADJ
cana-2860	326	13	overhead	overhead	NOUN
cana-2860	326	14	in	in	ADP
cana-2860	326	15	the	the	DET
cana-2860	326	16	compilation	compilation	NOUN
cana-2860	326	17	process	process	NOUN
cana-2860	326	18	as	as	SCONJ
cana-2860	326	19	the	the	DET
cana-2860	326	20	codebase	codebase	ADJ
cana-2860	326	21	size	size	NOUN
cana-2860	326	22	approaches	approach	VERB
cana-2860	326	23	2000	2000	NUM
cana-2860	326	24	lines	line	NOUN
cana-2860	326	25	,	,	PUNCT
cana-2860	326	26	further	far	ADV
cana-2860	326	27	contributing	contribute	VERB
cana-2860	326	28	to	to	ADP
cana-2860	326	29	the	the	DET
cana-2860	326	30	drop	drop	NOUN
cana-2860	326	31	in	in	ADP
cana-2860	326	32	efficiency	efficiency	NOUN
cana-2860	326	33	.	.	PUNCT
cana-2860	327	1	overall	overall	ADV
cana-2860	327	2	,	,	PUNCT
cana-2860	327	3	the	the	DET
cana-2860	327	4	average	average	ADJ
cana-2860	327	5	efficiency	efficiency	NOUN
cana-2860	327	6	(	(	PUNCT
cana-2860	327	7	δe	δe	NOUN
cana-2860	327	8	)	)	PUNCT
cana-2860	327	9	of	of	ADP
cana-2860	327	10	approximately	approximately	ADV
cana-2860	327	11	0.471	0.471	NUM
cana-2860	327	12	is	be	AUX
cana-2860	327	13	a	a	DET
cana-2860	327	14	positive	positive	ADJ
cana-2860	327	15	indicator	indicator	NOUN
cana-2860	327	16	of	of	ADP
cana-2860	327	17	the	the	DET
cana-2860	327	18	optimization	optimization	NOUN
cana-2860	327	19	process	process	NOUN
cana-2860	327	20	's	's	PART
cana-2860	327	21	success	success	NOUN
cana-2860	327	22	.	.	PUNCT
cana-2860	328	1	this	this	DET
cana-2860	328	2	value	value	NOUN
cana-2860	328	3	,	,	PUNCT
cana-2860	328	4	which	which	PRON
cana-2860	328	5	is	be	AUX
cana-2860	328	6	close	close	ADJ
cana-2860	328	7	to	to	ADP
cana-2860	328	8	0.5	0.5	NUM
cana-2860	328	9	,	,	PUNCT
cana-2860	328	10	suggests	suggest	VERB
cana-2860	328	11	that	that	SCONJ
cana-2860	328	12	the	the	DET
cana-2860	328	13	optimizations	optimization	NOUN
cana-2860	328	14	have	have	VERB
cana-2860	328	15	a	a	DET
cana-2860	328	16	substantial	substantial	ADJ
cana-2860	328	17	positive	positive	ADJ
cana-2860	328	18	effect	effect	NOUN
cana-2860	328	19	on	on	ADP
cana-2860	328	20	performance	performance	NOUN
cana-2860	328	21	.	.	PUNCT
cana-2860	329	1	the	the	DET
cana-2860	329	2	upward	upward	ADJ
cana-2860	329	3	trend	trend	NOUN
cana-2860	329	4	in	in	ADP
cana-2860	329	5	efficiency	efficiency	NOUN
cana-2860	329	6	values	value	NOUN
cana-2860	329	7	,	,	PUNCT
cana-2860	329	8	despite	despite	SCONJ
cana-2860	329	9	some	some	DET
cana-2860	329	10	fluctuations	fluctuation	NOUN
cana-2860	329	11	,	,	PUNCT
cana-2860	329	12	indicates	indicate	VERB
cana-2860	329	13	consistent	consistent	ADJ
cana-2860	329	14	improvements	improvement	NOUN
cana-2860	329	15	as	as	ADP
cana-2860	329	16	the	the	DET
cana-2860	329	17	number	number	NOUN
cana-2860	329	18	of	of	ADP
cana-2860	329	19	lines	line	NOUN
cana-2860	329	20	increases	increase	NOUN
cana-2860	329	21	.	.	PUNCT
cana-2860	330	1	achieving	achieve	VERB
cana-2860	330	2	an	an	DET
cana-2860	330	3	average	average	ADJ
cana-2860	330	4	efficiency	efficiency	NOUN
cana-2860	330	5	of	of	ADP
cana-2860	330	6	0.471	0.471	NUM
cana-2860	330	7	signifies	signifie	NOUN
cana-2860	330	8	that	that	SCONJ
cana-2860	330	9	the	the	DET
cana-2860	330	10	optimization	optimization	NOUN
cana-2860	330	11	techniques	technique	NOUN
cana-2860	330	12	are	be	AUX
cana-2860	330	13	effective	effective	ADJ
cana-2860	330	14	for	for	ADP
cana-2860	330	15	most	most	ADJ
cana-2860	330	16	of	of	ADP
cana-2860	330	17	the	the	DET
cana-2860	330	18	codebase	codebase	PROPN
cana-2860	330	19	,	,	PUNCT
cana-2860	330	20	leading	lead	VERB
cana-2860	330	21	to	to	ADP
cana-2860	330	22	reduced	reduce	VERB
cana-2860	330	23	compile	compile	NOUN
cana-2860	330	24	times	time	NOUN
cana-2860	330	25	and	and	CCONJ
cana-2860	330	26	enhanced	enhance	VERB
cana-2860	330	27	code	code	NOUN
cana-2860	330	28	quality	quality	NOUN
cana-2860	330	29	.	.	PUNCT
cana-2860	331	1	communications	communication	NOUN
cana-2860	331	2	on	on	ADP
cana-2860	331	3	applied	apply	VERB
cana-2860	331	4	nonlinear	nonlinear	ADJ
cana-2860	331	5	analysis	analysis	NOUN
cana-2860	331	6	issn	issn	NOUN
cana-2860	331	7	:	:	PUNCT
cana-2860	331	8	1074	1074	NUM
cana-2860	331	9	-	-	PUNCT
cana-2860	331	10	133x	133x	NUM
cana-2860	331	11	vol	vol	NOUN
cana-2860	331	12	32	32	NUM
cana-2860	331	13	no	no	NOUN
cana-2860	331	14	.	.	PUNCT
cana-2860	332	1	4s	4s	NUM
cana-2860	332	2	(	(	PUNCT
cana-2860	332	3	2025	2025	NUM
cana-2860	332	4	)	)	PUNCT
cana-2860	332	5	418	418	NUM
cana-2860	332	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	332	7	3	3	X
cana-2860	332	8	.	.	X
cana-2860	332	9	discussion	discussion	NOUN
cana-2860	332	10	the	the	DET
cana-2860	332	11	thorough	thorough	ADJ
cana-2860	332	12	examination	examination	NOUN
cana-2860	332	13	of	of	ADP
cana-2860	332	14	opticode	opticode	NOUN
cana-2860	332	15	and	and	CCONJ
cana-2860	332	16	its	its	PRON
cana-2860	332	17	contrasts	contrast	NOUN
cana-2860	332	18	with	with	ADP
cana-2860	332	19	other	other	ADJ
cana-2860	332	20	software	software	NOUN
cana-2860	332	21	programmes	programme	NOUN
cana-2860	332	22	highlight	highlight	VERB
cana-2860	332	23	how	how	SCONJ
cana-2860	332	24	well	well	ADV
cana-2860	332	25	it	it	PRON
cana-2860	332	26	works	work	VERB
cana-2860	332	27	to	to	PART
cana-2860	332	28	improve	improve	VERB
cana-2860	332	29	software	software	NOUN
cana-2860	332	30	performance	performance	NOUN
cana-2860	332	31	by	by	ADP
cana-2860	332	32	utilising	utilise	VERB
cana-2860	332	33	cutting	cutting	NOUN
cana-2860	332	34	-	-	PUNCT
cana-2860	332	35	edge	edge	NOUN
cana-2860	332	36	code	code	NOUN
cana-2860	332	37	optimisation	optimisation	NOUN
cana-2860	332	38	methods	method	NOUN
cana-2860	332	39	.	.	PUNCT
cana-2860	333	1	opticode	opticode	PROPN
cana-2860	333	2	reduces	reduce	VERB
cana-2860	333	3	superfluous	superfluous	ADJ
cana-2860	333	4	calculations	calculation	NOUN
cana-2860	333	5	and	and	CCONJ
cana-2860	333	6	streamlines	streamlines	NOUN
cana-2860	333	7	execution	execution	NOUN
cana-2860	333	8	routes	route	NOUN
cana-2860	333	9	by	by	ADP
cana-2860	333	10	utilising	utilise	VERB
cana-2860	333	11	loop	loop	NOUN
cana-2860	333	12	invariant	invariant	PROPN
cana-2860	333	13	code	code	NOUN
cana-2860	333	14	motion	motion	NOUN
cana-2860	333	15	and	and	CCONJ
cana-2860	333	16	dead	dead	ADJ
cana-2860	333	17	code	code	NOUN
cana-2860	333	18	eradication	eradication	NOUN
cana-2860	333	19	.	.	PUNCT
cana-2860	334	1	as	as	ADP
cana-2860	334	2	a	a	DET
cana-2860	334	3	result	result	NOUN
cana-2860	334	4	,	,	PUNCT
cana-2860	334	5	runtime	runtime	NOUN
cana-2860	334	6	efficiency	efficiency	NOUN
cana-2860	334	7	is	be	AUX
cana-2860	334	8	increased	increase	VERB
cana-2860	334	9	and	and	CCONJ
cana-2860	334	10	build	build	VERB
cana-2860	334	11	time	time	NOUN
cana-2860	334	12	is	be	AUX
cana-2860	334	13	significantly	significantly	ADV
cana-2860	334	14	reduced	reduce	VERB
cana-2860	334	15	.	.	PUNCT
cana-2860	335	1	opticode	opticode	PROPN
cana-2860	335	2	outperformed	outperform	VERB
cana-2860	335	3	taskapp	taskapp	PROPN
cana-2860	335	4	(	(	PUNCT
cana-2860	335	5	3.89	3.89	NUM
cana-2860	335	6	)	)	PUNCT
cana-2860	335	7	,	,	PUNCT
cana-2860	335	8	agilla	agilla	NOUN
cana-2860	335	9	(	(	PUNCT
cana-2860	335	10	3.67	3.67	NUM
cana-2860	335	11	)	)	PUNCT
cana-2860	335	12	,	,	PUNCT
cana-2860	335	13	and	and	CCONJ
cana-2860	335	14	rfmtoleds	rfmtoled	NOUN
cana-2860	335	15	(	(	PUNCT
cana-2860	335	16	3.45	3.45	NUM
cana-2860	335	17	)	)	PUNCT
cana-2860	335	18	with	with	ADP
cana-2860	335	19	its	its	PRON
cana-2860	335	20	greatest	great	ADJ
cana-2860	335	21	efficiency	efficiency	NOUN
cana-2860	335	22	rating	rating	NOUN
cana-2860	335	23	of	of	ADP
cana-2860	335	24	5.38	5.38	NUM
cana-2860	335	25	on	on	ADP
cana-2860	335	26	a	a	DET
cana-2860	335	27	10	10	NUM
cana-2860	335	28	-	-	PUNCT
cana-2860	335	29	point	point	NOUN
cana-2860	335	30	scale	scale	NOUN
cana-2860	335	31	in	in	ADP
cana-2860	335	32	our	our	PRON
cana-2860	335	33	comparison	comparison	NOUN
cana-2860	335	34	research	research	NOUN
cana-2860	335	35	.	.	PUNCT
cana-2860	336	1	the	the	DET
cana-2860	336	2	731	731	NUM
cana-2860	336	3	lines	line	NOUN
cana-2860	336	4	of	of	ADP
cana-2860	336	5	code	code	NOUN
cana-2860	336	6	in	in	ADP
cana-2860	336	7	the	the	DET
cana-2860	336	8	opticode	opticode	ADJ
cana-2860	336	9	codebase	codebase	PROPN
cana-2860	336	10	include	include	VERB
cana-2860	336	11	150	150	NUM
cana-2860	336	12	lines	line	NOUN
cana-2860	336	13	of	of	ADP
cana-2860	336	14	dead	dead	ADJ
cana-2860	336	15	code	code	NOUN
cana-2860	336	16	and	and	CCONJ
cana-2860	336	17	57	57	NUM
cana-2860	336	18	variables	variable	NOUN
cana-2860	336	19	that	that	PRON
cana-2860	336	20	are	be	AUX
cana-2860	336	21	n't	not	PART
cana-2860	336	22	used	use	VERB
cana-2860	336	23	.	.	PUNCT
cana-2860	337	1	compile	compile	NOUN
cana-2860	337	2	time	time	NOUN
cana-2860	337	3	was	be	AUX
cana-2860	337	4	lowered	lower	VERB
cana-2860	337	5	from	from	ADP
cana-2860	337	6	1.13	1.13	NUM
cana-2860	337	7	milliseconds	millisecond	NOUN
cana-2860	337	8	to	to	ADP
cana-2860	337	9	0.90	0.90	NUM
cana-2860	337	10	milliseconds	millisecond	NOUN
cana-2860	337	11	through	through	ADP
cana-2860	337	12	optimisation	optimisation	NOUN
cana-2860	337	13	,	,	PUNCT
cana-2860	337	14	demonstrating	demonstrate	VERB
cana-2860	337	15	a	a	DET
cana-2860	337	16	notable	notable	ADJ
cana-2860	337	17	increase	increase	NOUN
cana-2860	337	18	in	in	ADP
cana-2860	337	19	compile	compile	NOUN
cana-2860	337	20	efficiency	efficiency	NOUN
cana-2860	337	21	.	.	PUNCT
cana-2860	338	1	the	the	DET
cana-2860	338	2	information	information	NOUN
cana-2860	338	3	shows	show	VERB
cana-2860	338	4	that	that	SCONJ
cana-2860	338	5	opticode	opticode	NOUN
cana-2860	338	6	's	's	PART
cana-2860	338	7	optimisation	optimisation	NOUN
cana-2860	338	8	methods	method	NOUN
cana-2860	338	9	efficiently	efficiently	ADV
cana-2860	338	10	handle	handle	VERB
cana-2860	338	11	a	a	DET
cana-2860	338	12	sizable	sizable	ADJ
cana-2860	338	13	codebase	codebase	NOUN
cana-2860	338	14	by	by	ADP
cana-2860	338	15	eliminating	eliminate	VERB
cana-2860	338	16	a	a	DET
cana-2860	338	17	sizable	sizable	ADJ
cana-2860	338	18	portion	portion	NOUN
cana-2860	338	19	of	of	ADP
cana-2860	338	20	unnecessary	unnecessary	ADJ
cana-2860	338	21	variables	variable	NOUN
cana-2860	338	22	and	and	CCONJ
cana-2860	338	23	dead	dead	ADJ
cana-2860	338	24	code	code	NOUN
cana-2860	338	25	.	.	PUNCT
cana-2860	339	1	references	reference	NOUN
cana-2860	339	2	[	[	X
cana-2860	339	3	1	1	NUM
cana-2860	339	4	]	]	PUNCT
cana-2860	339	5	p.	p.	NOUN
cana-2860	339	6	herholz	herholz	PROPN
cana-2860	339	7	,	,	PUNCT
cana-2860	339	8	x.	x.	NOUN
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cana-2860	339	11	t.	t.	PROPN
cana-2860	339	12	schneider	schneider	PROPN
cana-2860	339	13	,	,	PUNCT
cana-2860	339	14	s.	s.	PROPN
cana-2860	339	15	kamil	kamil	PROPN
cana-2860	339	16	,	,	PUNCT
cana-2860	339	17	d.	d.	PROPN
cana-2860	339	18	panozzo	panozzo	PROPN
cana-2860	339	19	,	,	PUNCT
cana-2860	339	20	and	and	CCONJ
cana-2860	339	21	o.	o.	PROPN
cana-2860	339	22	sorkine	sorkine	PROPN
cana-2860	339	23	-	-	PUNCT
cana-2860	339	24	hornung	hornung	PROPN
cana-2860	339	25	,	,	PUNCT
cana-2860	339	26	“	"	PUNCT
cana-2860	339	27	sparsity	sparsity	NOUN
cana-2860	339	28	-	-	PUNCT
cana-2860	339	29	specific	specific	ADJ
cana-2860	339	30	code	code	NOUN
cana-2860	339	31	optimization	optimization	NOUN
cana-2860	339	32	using	use	VERB
cana-2860	339	33	expression	expression	NOUN
cana-2860	339	34	trees	tree	NOUN
cana-2860	339	35	,	,	PUNCT
cana-2860	339	36	”	"	PUNCT
cana-2860	339	37	acm	acm	PROPN
cana-2860	339	38	trans	trans	PROPN
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cana-2860	339	40	,	,	PUNCT
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cana-2860	339	42	.	.	PROPN
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cana-2860	339	44	,	,	PUNCT
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cana-2860	339	46	.	.	NOUN
cana-2860	339	47	5	5	NUM
cana-2860	339	48	,	,	PUNCT
cana-2860	339	49	may	may	AUX
cana-2860	339	50	2022	2022	NUM
cana-2860	339	51	,	,	PUNCT
cana-2860	339	52	doi	doi	NOUN
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cana-2860	339	55	.	.	PUNCT
cana-2860	340	1	[	[	X
cana-2860	340	2	2	2	NUM
cana-2860	340	3	]	]	X
cana-2860	340	4	p.	p.	NOUN
cana-2860	340	5	kulkar	kulkar	PROPN
cana-2860	340	6	ni	ni	PROPN
cana-2860	340	7	et	et	PROPN
cana-2860	340	8	al	al	PROPN
cana-2860	340	9	.	.	PROPN
cana-2860	340	10	,	,	PUNCT
cana-2860	340	11	“	"	PUNCT
cana-2860	340	12	finding	find	VERB
cana-2860	340	13	effective	effective	ADJ
cana-2860	340	14	optimization	optimization	NOUN
cana-2860	340	15	phase	phase	NOUN
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cana-2860	340	17	.	.	PUNCT
cana-2860	340	18	”	"	PUNCT
cana-2860	341	1	[	[	X
cana-2860	341	2	3	3	X
cana-2860	341	3	]	]	X
cana-2860	341	4	y.	y.	PROPN
cana-2860	341	5	golubev	golubev	PROPN
cana-2860	341	6	,	,	PUNCT
cana-2860	341	7	v.	v.	ADP
cana-2860	341	8	poletansky	poletansky	NOUN
cana-2860	341	9	,	,	PUNCT
cana-2860	341	10	n.	n.	NOUN
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cana-2860	341	12	,	,	PUNCT
cana-2860	341	13	and	and	CCONJ
cana-2860	341	14	t.	t.	NOUN
cana-2860	341	15	bryksin	bryksin	NOUN
cana-2860	341	16	,	,	PUNCT
cana-2860	341	17	“	"	PUNCT
cana-2860	341	18	multi	multi	X
cana-2860	341	19	threshold	threshold	NOUN
cana-2860	341	20	token	token	VERB
cana-2860	341	21	-	-	PUNCT
cana-2860	341	22	based	base	VERB
cana-2860	341	23	code	code	NOUN
cana-2860	341	24	clone	clone	NOUN
cana-2860	341	25	detection	detection	NOUN
cana-2860	341	26	,	,	PUNCT
cana-2860	341	27	”	"	PUNCT
cana-2860	341	28	feb	feb	PROPN
cana-2860	341	29	.	.	PROPN
cana-2860	341	30	2020	2020	NUM
cana-2860	341	31	,	,	PUNCT
cana-2860	342	1	[	[	X
cana-2860	342	2	online	online	X
cana-2860	342	3	]	]	X
cana-2860	342	4	.	.	PUNCT
cana-2860	343	1	available	available	ADJ
cana-2860	343	2	:	:	PUNCT
cana-2860	344	1	http://arxiv.org/abs/2002.05204	http://arxiv.org/abs/2002.05204	NOUN
cana-2860	344	2	[	[	X
cana-2860	344	3	4	4	X
cana-2860	344	4	]	]	X
cana-2860	344	5	e.	e.	PROPN
cana-2860	344	6	spirin	spirin	PROPN
cana-2860	344	7	,	,	PUNCT
cana-2860	344	8	e.	e.	PROPN
cana-2860	344	9	bogomolov	bogomolov	PROPN
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cana-2860	344	11	v.	v.	PROPN
cana-2860	344	12	kovalenko	kovalenko	PROPN
cana-2860	344	13	,	,	PUNCT
cana-2860	344	14	and	and	CCONJ
cana-2860	344	15	t.	t.	NOUN
cana-2860	344	16	bryksin	bryksin	NOUN
cana-2860	344	17	,	,	PUNCT
cana-2860	344	18	“	"	PUNCT
cana-2860	344	19	psiminer	psiminer	ADV
cana-2860	344	20	:	:	PUNCT
cana-2860	344	21	a	a	DET
cana-2860	344	22	tool	tool	NOUN
cana-2860	344	23	for	for	ADP
cana-2860	344	24	mining	mine	VERB
cana-2860	344	25	rich	rich	ADJ
cana-2860	344	26	abstract	abstract	ADJ
cana-2860	344	27	syntax	syntax	NOUN
cana-2860	344	28	trees	tree	NOUN
cana-2860	344	29	from	from	ADP
cana-2860	344	30	code	code	NOUN
cana-2860	344	31	,	,	PUNCT
cana-2860	344	32	”	"	PUNCT
cana-2860	344	33	mar	mar	PROPN
cana-2860	344	34	.	.	PROPN
cana-2860	344	35	2021	2021	NUM
cana-2860	344	36	,	,	PUNCT
cana-2860	345	1	[	[	X
cana-2860	345	2	online	online	X
cana-2860	345	3	]	]	X
cana-2860	345	4	.	.	PUNCT
cana-2860	346	1	available	available	ADJ
cana-2860	346	2	:	:	PUNCT
cana-2860	346	3	http://arxiv.org/abs/2103.12778	http://arxiv.org/abs/2103.12778	X
cana-2860	347	1	[	[	X
cana-2860	347	2	5	5	X
cana-2860	347	3	]	]	PUNCT
cana-2860	347	4	p.	p.	NOUN
cana-2860	347	5	kulkarni	kulkarni	PROPN
cana-2860	347	6	et	et	PROPN
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cana-2860	347	9	,	,	PUNCT
cana-2860	347	10	“	"	PUNCT
cana-2860	347	11	finding	find	VERB
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cana-2860	347	13	optimization	optimization	NOUN
cana-2860	347	14	phase	phase	NOUN
cana-2860	347	15	sequences	sequence	NOUN
cana-2860	347	16	.	.	PUNCT
cana-2860	347	17	”	"	PUNCT
cana-2860	348	1	[	[	X
cana-2860	348	2	6	6	NUM
cana-2860	348	3	]	]	PUNCT
cana-2860	348	4	k.	k.	PROPN
cana-2860	348	5	banerjee	banerjee	PROPN
cana-2860	348	6	,	,	PUNCT
cana-2860	348	7	c.	c.	PROPN
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cana-2860	348	9	,	,	PUNCT
cana-2860	348	10	d.	d.	PROPN
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cana-2860	348	12	,	,	PUNCT
cana-2860	348	13	and	and	CCONJ
cana-2860	348	14	c.	c.	PROPN
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cana-2860	348	16	,	,	PUNCT
cana-2860	348	17	“	"	PUNCT
cana-2860	348	18	verification	verification	NOUN
cana-2860	348	19	of	of	ADP
cana-2860	348	20	code	code	NOUN
cana-2860	348	21	motion	motion	NOUN
cana-2860	348	22	techniques	technique	NOUN
cana-2860	348	23	using	use	VERB
cana-2860	348	24	value	value	NOUN
cana-2860	348	25	propagation	propagation	NOUN
cana-2860	348	26	,	,	PUNCT
cana-2860	348	27	”	"	PUNCT
cana-2860	348	28	ieee	ieee	NOUN
cana-2860	348	29	transactions	transaction	NOUN
cana-2860	348	30	on	on	ADP
cana-2860	348	31	computer	computer	NOUN
cana-2860	348	32	-	-	PUNCT
cana-2860	348	33	aided	aid	VERB
cana-2860	348	34	design	design	NOUN
cana-2860	348	35	of	of	ADP
cana-2860	348	36	integrated	integrated	ADJ
cana-2860	348	37	circuits	circuit	NOUN
cana-2860	348	38	and	and	CCONJ
cana-2860	348	39	systems	system	NOUN
cana-2860	348	40	,	,	PUNCT
cana-2860	348	41	vol	vol	NOUN
cana-2860	348	42	.	.	PROPN
cana-2860	349	1	33	33	NUM
cana-2860	349	2	,	,	PUNCT
cana-2860	349	3	no	no	INTJ
cana-2860	349	4	.	.	NOUN
cana-2860	349	5	8	8	NUM
cana-2860	349	6	,	,	PUNCT
cana-2860	349	7	pp	pp	ADJ
cana-2860	349	8	.	.	PUNCT
cana-2860	350	1	1180–1193	1180–1193	NUM
cana-2860	350	2	,	,	PUNCT
cana-2860	350	3	2014	2014	NUM
cana-2860	350	4	,	,	PUNCT
cana-2860	350	5	doi	doi	NOUN
cana-2860	350	6	:	:	PUNCT
cana-2860	350	7	10.1109	10.1109	NUM
cana-2860	350	8	/	/	SYM
cana-2860	350	9	tcad.2014.2314392	tcad.2014.2314392	NOUN
cana-2860	350	10	.	.	PUNCT
cana-2860	351	1	[	[	X
cana-2860	351	2	7	7	X
cana-2860	351	3	]	]	X
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cana-2860	351	5	linders	linders	PROPN
cana-2860	351	6	,	,	PUNCT
cana-2860	351	7	“	"	PUNCT
cana-2860	351	8	dead	dead	ADJ
cana-2860	351	9	code	code	NOUN
cana-2860	351	10	must	must	AUX
cana-2860	351	11	be	be	AUX
cana-2860	351	12	removed	remove	VERB
cana-2860	351	13	,	,	PUNCT
cana-2860	351	14	”	"	PUNCT
cana-2860	351	15	infoq	infoq	NOUN
cana-2860	351	16	,	,	PUNCT
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cana-2860	351	18	.	.	PUNCT
cana-2860	352	1	[	[	X
cana-2860	352	2	8	8	NUM
cana-2860	352	3	]	]	PUNCT
cana-2860	352	4	p.	p.	NOUN
cana-2860	352	5	colea	colea	ADJ
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cana-2860	352	7	,	,	PUNCT
cana-2860	352	8	f.	f.	PROPN
cana-2860	352	9	luporini	luporini	PROPN
cana-2860	352	10	co	co	NOUN
cana-2860	352	11	-	-	NOUN
cana-2860	352	12	supervisor	supervisor	NOUN
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cana-2860	352	14	and	and	CCONJ
cana-2860	353	1	p.	p.	PROPN
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cana-2860	354	4	“	"	PUNCT
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cana-2860	354	7	-	-	PUNCT
cana-2860	354	8	invariant	invariant	ADJ
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cana-2860	354	10	motion	motion	NOUN
cana-2860	354	11	in	in	ADP
cana-2860	354	12	a	a	DET
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cana-2860	354	14	compiler	compiler	NOUN
cana-2860	354	15	,	,	PUNCT
cana-2860	354	16	”	"	PUNCT
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cana-2860	354	18	.	.	PUNCT
cana-2860	355	1	[	[	X
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cana-2860	355	3	]	]	PUNCT
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cana-2860	355	16	,	,	PUNCT
cana-2860	355	17	“	"	PUNCT
cana-2860	355	18	semantic	semantic	ADJ
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cana-2860	355	26	,	,	PUNCT
cana-2860	355	27	”	"	PUNCT
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cana-2860	355	36	ieee	ieee	NOUN
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cana-2860	355	39	,	,	PUNCT
cana-2860	355	40	2022	2022	NUM
cana-2860	355	41	,	,	PUNCT
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cana-2860	355	43	.	.	PUNCT
cana-2860	356	1	36–47	36–47	NUM
cana-2860	356	2	.	.	PUNCT
cana-2860	357	1	doi	doi	NOUN
cana-2860	357	2	:	:	PUNCT
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cana-2860	357	6	.	.	PUNCT
cana-2860	358	1	[	[	X
cana-2860	358	2	10	10	NUM
cana-2860	358	3	]	]	X
cana-2860	358	4	p.	p.	NOUN
cana-2860	358	5	salazar	salazar	NOUN
cana-2860	358	6	,	,	PUNCT
cana-2860	358	7	p.	p.	NOUN
cana-2860	358	8	advisor	advisor	NOUN
cana-2860	358	9	,	,	PUNCT
cana-2860	358	10	and	and	CCONJ
cana-2860	358	11	m.	m.	PROPN
cana-2860	358	12	s.	s.	PROPN
cana-2860	358	13	puccini	puccini	PROPN
cana-2860	358	14	,	,	PUNCT
cana-2860	358	15	“	"	PUNCT
cana-2860	358	16	comparing	compare	VERB
cana-2860	358	17	python	python	NOUN
cana-2860	358	18	programs	program	NOUN
cana-2860	358	19	using	use	VERB
cana-2860	358	20	abstract	abstract	ADJ
cana-2860	358	21	syntax	syntax	NOUN
cana-2860	358	22	trees	tree	NOUN
cana-2860	358	23	,	,	PUNCT
cana-2860	358	24	”	"	PUNCT
cana-2860	358	25	2020	2020	NUM
cana-2860	358	26	.	.	PUNCT
cana-2860	359	1	[	[	X
cana-2860	359	2	11	11	NUM
cana-2860	359	3	]	]	PUNCT
cana-2860	359	4	s.	s.	PROPN
cana-2860	359	5	romano	romano	PROPN
cana-2860	359	6	,	,	PUNCT
cana-2860	359	7	c.	c.	PROPN
cana-2860	359	8	vendome	vendome	PROPN
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cana-2860	359	10	g.	g.	PROPN
cana-2860	359	11	scanniello	scanniello	PROPN
cana-2860	359	12	,	,	PUNCT
cana-2860	359	13	and	and	CCONJ
cana-2860	359	14	d.	d.	PROPN
cana-2860	359	15	poshyvanyk	poshyvanyk	NOUN
cana-2860	359	16	,	,	PUNCT
cana-2860	359	17	“	"	PUNCT
cana-2860	359	18	a	a	DET
cana-2860	359	19	multi	multi	ADJ
cana-2860	359	20	-	-	ADJ
cana-2860	359	21	study	study	ADJ
cana-2860	359	22	investigation	investigation	NOUN
cana-2860	359	23	into	into	ADP
cana-2860	359	24	dead	dead	ADJ
cana-2860	359	25	code	code	NOUN
cana-2860	359	26	.	.	PUNCT
cana-2860	359	27	”	"	PUNCT
cana-2860	360	1	[	[	X
cana-2860	360	2	12	12	NUM
cana-2860	360	3	]	]	PUNCT
cana-2860	360	4	gayakwad	gayakwad	NOUN
cana-2860	360	5	,	,	PUNCT
cana-2860	360	6	milind	milind	PROPN
cana-2860	360	7	(	(	PUNCT
cana-2860	360	8	2024	2024	NUM
cana-2860	360	9	)	)	PUNCT
cana-2860	360	10	,	,	PUNCT
cana-2860	360	11	“	"	PUNCT
cana-2860	360	12	white	white	ADJ
cana-2860	360	13	fragrant	fragrant	ADJ
cana-2860	360	14	flowers	flower	NOUN
cana-2860	360	15	western	western	ADJ
cana-2860	360	16	region	region	NOUN
cana-2860	360	17	of	of	ADP
cana-2860	360	18	india	india	PROPN
cana-2860	360	19	”	"	PUNCT
cana-2860	360	20	,	,	PUNCT
cana-2860	360	21	mendeley	mendeley	PROPN
cana-2860	360	22	data	data	PROPN
cana-2860	360	23	,	,	PUNCT
cana-2860	360	24	v1	v1	NOUN
cana-2860	360	25	,	,	PUNCT
cana-2860	360	26	doi	doi	NOUN
cana-2860	360	27	:	:	PUNCT
cana-2860	360	28	10.17632	10.17632	NUM
cana-2860	360	29	/	/	SYM
cana-2860	360	30	yr23h7x8dv.1	yr23h7x8dv.1	NOUN
cana-2860	360	31	[	[	X
cana-2860	360	32	13	13	NUM
cana-2860	360	33	]	]	X
cana-2860	360	34	ch	ch	PROPN
cana-2860	360	35	yun	yun	PROPN
cana-2860	360	36	,	,	PUNCT
cana-2860	360	37	y.w	y.w	PROPN
cana-2860	360	38	.	.	PROPN
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cana-2860	360	42	.	.	PROPN
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cana-2860	360	44	,	,	PUNCT
cana-2860	360	45	s.j	s.j	PROPN
cana-2860	360	46	.	.	PROPN
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cana-2860	360	50	k.r	k.r	PROPN
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cana-2860	360	53	,	,	PUNCT
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cana-2860	360	57	:	:	PUNCT
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cana-2860	360	75	(	(	PUNCT
cana-2860	360	76	2023	2023	NUM
cana-2860	360	77	)	)	PUNCT
cana-2860	360	78	0031	0031	NUM
cana-2860	360	79	,	,	PUNCT
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cana-2860	360	81	.	.	PUNCT
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cana-2860	361	3	]	]	X
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cana-2860	361	12	.	.	PROPN
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cana-2860	361	14	,	,	PUNCT
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cana-2860	361	27	images	image	NOUN
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cana-2860	361	31	(	(	PUNCT
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cana-2860	361	33	)	)	PUNCT
cana-2860	361	34	4053	4053	NUM
cana-2860	361	35	,	,	PUNCT
cana-2860	361	36	https://	https://	PROPN
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cana-2860	361	38	.	.	PUNCT
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cana-2860	362	3	]	]	X
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cana-2860	362	5	.	.	PROPN
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cana-2860	362	8	g.	g.	PROPN
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cana-2860	362	10	,	,	PUNCT
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cana-2860	362	24	plants	plant	NOUN
cana-2860	362	25	using	use	VERB
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cana-2860	362	30	light	light	NOUN
cana-2860	362	31	images	image	NOUN
cana-2860	362	32	,	,	PUNCT
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cana-2860	362	36	(	(	PUNCT
cana-2860	362	37	4	4	NUM
cana-2860	362	38	)	)	PUNCT
cana-2860	362	39	(	(	PUNCT
cana-2860	362	40	2015	2015	NUM
cana-2860	362	41	)	)	PUNCT
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cana-2860	362	43	,	,	PUNCT
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cana-2860	362	45	.	.	PUNCT
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cana-2860	363	3	]	]	X
cana-2860	363	4	g.	g.	PROPN
cana-2860	363	5	batchuluun	batchuluun	PROPN
cana-2860	363	6	,	,	PUNCT
cana-2860	363	7	j.s	j.s	PROPN
cana-2860	363	8	.	.	PROPN
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cana-2860	363	10	,	,	PUNCT
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cana-2860	363	12	wahid	wahid	PROPN
cana-2860	363	13	,	,	PUNCT
cana-2860	363	14	k.r	k.r	PROPN
cana-2860	363	15	.	.	PROPN
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cana-2860	363	17	,	,	PUNCT
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cana-2860	363	19	image	image	NOUN
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cana-2860	363	25	based	base	VERB
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cana-2860	363	32	(	(	PUNCT
cana-2860	363	33	2023	2023	NUM
cana-2860	363	34	)	)	PUNCT
cana-2860	363	35	4011	4011	NUM
cana-2860	363	36	,	,	PUNCT
cana-2860	363	37	https://doi.org/10.3390/math11184011	https://doi.org/10.3390/math11184011	PROPN
cana-2860	363	38	.	.	PUNCT
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cana-2860	364	5	analysis	analysis	NOUN
cana-2860	364	6	issn	issn	NOUN
cana-2860	364	7	:	:	PUNCT
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cana-2860	364	9	-	-	PUNCT
cana-2860	364	10	133x	133x	NUM
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cana-2860	365	2	(	(	PUNCT
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cana-2860	365	4	)	)	PUNCT
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cana-2860	366	1	[	[	X
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cana-2860	366	3	]	]	X
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cana-2860	366	10	y.	y.	PROPN
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cana-2860	366	12	,	,	PUNCT
cana-2860	366	13	l.	l.	PROPN
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cana-2860	366	16	h.	h.	PROPN
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cana-2860	366	31	(	(	PUNCT
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cana-2860	366	33	)	)	PUNCT
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cana-2860	366	35	,	,	PUNCT
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cana-2860	366	37	.	.	PUNCT
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cana-2860	367	45	.	.	X
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cana-2860	367	48	.	.	PUNCT
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cana-2860	369	2	.	.	PUNCT
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cana-2860	380	31	,	,	PUNCT
cana-2860	380	32	dr	dr	PROPN
cana-2860	380	33	.	.	PROPN
cana-2860	380	34	kalyani	kalyani	PROPN
cana-2860	380	35	kadam(2024	kadam(2024	PROPN
cana-2860	380	36	)	)	PUNCT
cana-2860	380	37	the	the	DET
cana-2860	380	38	analysis	analysis	NOUN
cana-2860	380	39	of	of	ADP
cana-2860	380	40	the	the	DET
cana-2860	380	41	daily	daily	ADJ
cana-2860	380	42	return	return	NOUN
cana-2860	380	43	percentage	percentage	NOUN
cana-2860	380	44	as	as	ADP
cana-2860	380	45	an	an	DET
cana-2860	380	46	alternative	alternative	NOUN
cana-2860	380	47	to	to	ADP
cana-2860	380	48	the	the	DET
cana-2860	380	49	closing	closing	NOUN
cana-2860	380	50	price	price	NOUN
cana-2860	380	51	of	of	ADP
cana-2860	380	52	the	the	DET
cana-2860	380	53	stock	stock	NOUN
cana-2860	380	54	using	use	VERB
cana-2860	380	55	the	the	DET
cana-2860	380	56	ensemble	ensemble	ADJ
cana-2860	380	57	model.library	model.library	ADJ
cana-2860	380	58	progress	progress	NOUN
cana-2860	380	59	international	international	PROPN
cana-2860	380	60	,	,	PUNCT
cana-2860	380	61	44(3	44(3	NOUN
cana-2860	380	62	)	)	PUNCT
cana-2860	380	63	,	,	PUNCT
cana-2860	380	64	16789	16789	NUM
cana-2860	380	65	-	-	SYM
cana-2860	380	66	16799	16799	NUM
cana-2860	380	67	.	.	PUNCT
cana-2860	381	1	[	[	X
cana-2860	381	2	23	23	NUM
cana-2860	381	3	]	]	PUNCT
cana-2860	381	4	gajanan	gajanan	PROPN
cana-2860	381	5	v.	v.	CCONJ
cana-2860	381	6	bhole	bhole	PROPN
cana-2860	381	7	,	,	PUNCT
cana-2860	381	8	prakash	prakash	PROPN
cana-2860	381	9	devale	devale	NOUN
cana-2860	381	10	,	,	PUNCT
cana-2860	381	11	ashwini	ashwini	NOUN
cana-2860	381	12	khairkar	khairkar	PROPN
cana-2860	381	13	,	,	PUNCT
cana-2860	381	14	nisha	nisha	PROPN
cana-2860	381	15	auti	auti	PROPN
cana-2860	381	16	,	,	PUNCT
cana-2860	381	17	shrikala	shrikala	PROPN
cana-2860	381	18	deshmukh	deshmukh	PROPN
cana-2860	381	19	,	,	PUNCT
cana-2860	381	20	milind	milind	PROPN
cana-2860	381	21	gayakwad	gayakwad	NOUN
cana-2860	381	22	,	,	PUNCT
cana-2860	381	23	rahul	rahul	PROPN
cana-2860	381	24	joshi	joshi	PROPN
cana-2860	381	25	(	(	PUNCT
cana-2860	381	26	2024	2024	NUM
cana-2860	381	27	)	)	PUNCT
cana-2860	381	28	.	.	PUNCT
cana-2860	382	1	automated	automate	VERB
cana-2860	382	2	web	web	NOUN
cana-2860	382	3	service	service	NOUN
cana-2860	382	4	discovery	discovery	NOUN
cana-2860	382	5	and	and	CCONJ
cana-2860	382	6	computing	computing	NOUN
cana-2860	382	7	approaches	approach	NOUN
cana-2860	382	8	and	and	CCONJ
cana-2860	382	9	methods	method	NOUN
cana-2860	382	10	,	,	PUNCT
cana-2860	382	11	library	library	NOUN
cana-2860	382	12	progress	progress	PROPN
cana-2860	382	13	international	international	PROPN
cana-2860	382	14	,	,	PUNCT
cana-2860	382	15	44(3	44(3	NUM
cana-2860	382	16	)	)	PUNCT
cana-2860	382	17	,	,	PUNCT
cana-2860	382	18	11590	11590	NUM
cana-2860	382	19	-	-	SYM
cana-2860	382	20	11602	11602	NUM
cana-2860	382	21	.	.	PUNCT
cana-2860	383	1	[	[	X
cana-2860	383	2	24	24	NUM
cana-2860	383	3	]	]	X
cana-2860	383	4	paygude	paygude	PROPN
cana-2860	383	5	,	,	PUNCT
cana-2860	383	6	priyanka	priyanka	PROPN
cana-2860	383	7	,	,	PUNCT
cana-2860	383	8	sandip	sandip	PROPN
cana-2860	383	9	thite	thite	PROPN
cana-2860	383	10	,	,	PUNCT
cana-2860	383	11	ajay	ajay	PROPN
cana-2860	383	12	kumar	kumar	PROPN
cana-2860	383	13	,	,	PUNCT
cana-2860	383	14	amol	amol	PROPN
cana-2860	383	15	bhosle	bhosle	PROPN
cana-2860	383	16	,	,	PUNCT
cana-2860	383	17	rajendra	rajendra	PROPN
cana-2860	383	18	pawar	pawar	PROPN
cana-2860	383	19	,	,	PUNCT
cana-2860	383	20	renuka	renuka	PROPN
cana-2860	383	21	mane	mane	PROPN
cana-2860	383	22	,	,	PUNCT
cana-2860	383	23	rahul	rahul	PROPN
cana-2860	383	24	joshi	joshi	PROPN
cana-2860	383	25	,	,	PUNCT
cana-2860	383	26	manisha	manisha	PROPN
cana-2860	383	27	kasar	kasar	PROPN
cana-2860	383	28	,	,	PUNCT
cana-2860	383	29	prashant	prashant	PROPN
cana-2860	383	30	chavan	chavan	PROPN
cana-2860	383	31	,	,	PUNCT
cana-2860	383	32	and	and	CCONJ
cana-2860	383	33	milind	milind	PROPN
cana-2860	383	34	gayakwad	gayakwad	NOUN
cana-2860	383	35	.	.	PUNCT
cana-2860	384	1	"	"	PUNCT
cana-2860	384	2	a	a	DET
cana-2860	384	3	dataset	dataset	NOUN
cana-2860	384	4	revolutionizing	revolutionize	VERB
cana-2860	384	5	indian	indian	PROPN
cana-2860	384	6	bay	bay	PROPN
cana-2860	384	7	leaf	leaf	NOUN
cana-2860	384	8	analysis	analysis	NOUN
cana-2860	384	9	.	.	PUNCT
cana-2860	384	10	"	"	PUNCT
cana-2860	385	1	data	datum	NOUN
cana-2860	385	2	in	in	ADP
cana-2860	385	3	brief	brief	ADJ
cana-2860	385	4	(	(	PUNCT
cana-2860	385	5	2024	2024	NUM
cana-2860	385	6	):	):	PUNCT
cana-2860	385	7	111024	111024	NUM
cana-2860	385	8	.	.	PUNCT
cana-2860	386	1	[	[	X
cana-2860	386	2	25	25	NUM
cana-2860	386	3	]	]	X
cana-2860	386	4	s.	s.	PROPN
cana-2860	386	5	deshumkh	deshumkh	PROPN
cana-2860	386	6	,	,	PUNCT
cana-2860	386	7	m.	m.	NOUN
cana-2860	386	8	gayakwad	gayakwad	NOUN
cana-2860	386	9	,	,	PUNCT
cana-2860	386	10	n.	n.	PROPN
cana-2860	386	11	s.	s.	PROPN
cana-2860	386	12	more	more	ADV
cana-2860	386	13	,	,	PUNCT
cana-2860	386	14	r.	r.	PROPN
cana-2860	386	15	jadhav	jadhav	PROPN
cana-2860	386	16	,	,	PUNCT
cana-2860	386	17	k.	k.	PROPN
cana-2860	386	18	kadam	kadam	PROPN
cana-2860	386	19	and	and	CCONJ
cana-2860	386	20	h.	h.	PROPN
cana-2860	386	21	magar	magar	PROPN
cana-2860	386	22	,	,	PUNCT
cana-2860	386	23	"	"	PUNCT
cana-2860	386	24	smart	smart	ADJ
cana-2860	386	25	traffic	traffic	NOUN
cana-2860	386	26	management	management	NOUN
cana-2860	386	27	system	system	NOUN
cana-2860	386	28	using	use	VERB
cana-2860	386	29	rfid	rfid	NOUN
cana-2860	386	30	system	system	NOUN
cana-2860	386	31	,	,	PUNCT
cana-2860	386	32	"	"	PUNCT
cana-2860	386	33	2024	2024	NUM
cana-2860	386	34	mit	mit	NOUN
cana-2860	386	35	art	art	NOUN
cana-2860	386	36	,	,	PUNCT
cana-2860	386	37	design	design	NOUN
cana-2860	386	38	and	and	CCONJ
cana-2860	386	39	technology	technology	NOUN
cana-2860	386	40	school	school	NOUN
cana-2860	386	41	of	of	ADP
cana-2860	386	42	computing	compute	VERB
cana-2860	386	43	international	international	ADJ
cana-2860	386	44	conference	conference	NOUN
cana-2860	386	45	(	(	PUNCT
cana-2860	386	46	mitadtsocicon	mitadtsocicon	NOUN
cana-2860	386	47	)	)	PUNCT
cana-2860	386	48	,	,	PUNCT
cana-2860	386	49	pune	pune	NOUN
cana-2860	386	50	,	,	PUNCT
cana-2860	386	51	india	india	PROPN
cana-2860	386	52	,	,	PUNCT
cana-2860	386	53	2024	2024	NUM
cana-2860	386	54	,	,	PUNCT
cana-2860	386	55	pp	pp	ADJ
cana-2860	386	56	.	.	PUNCT
cana-2860	387	1	1	1	NUM
cana-2860	387	2	-	-	SYM
cana-2860	387	3	4	4	NUM
cana-2860	387	4	,	,	PUNCT
cana-2860	387	5	doi	doi	NOUN
cana-2860	387	6	:	:	PUNCT
cana-2860	387	7	10.1109	10.1109	NUM
cana-2860	387	8	/	/	SYM
cana-2860	387	9	mitadtsocicon60330.2024.10575670	mitadtsocicon60330.2024.10575670	PROPN
cana-2860	387	10	.	.	PUNCT
cana-2860	388	1	[	[	X
cana-2860	388	2	26	26	NUM
cana-2860	388	3	]	]	PUNCT
cana-2860	388	4	s.	s.	PROPN
cana-2860	388	5	deshmukh	deshmukh	PROPN
cana-2860	388	6	,	,	PUNCT
cana-2860	388	7	s.	s.	PROPN
cana-2860	388	8	chaudhary	chaudhary	PROPN
cana-2860	388	9	,	,	PUNCT
cana-2860	388	10	m.	m.	NOUN
cana-2860	388	11	gayakwad	gayakwad	PROPN
cana-2860	388	12	,	,	PUNCT
cana-2860	388	13	k.	k.	PROPN
cana-2860	388	14	kadam	kadam	PROPN
cana-2860	388	15	,	,	PUNCT
cana-2860	388	16	n.	n.	PROPN
cana-2860	388	17	s.	s.	PROPN
cana-2860	389	1	more	more	ADV
cana-2860	389	2	and	and	CCONJ
cana-2860	389	3	a.	a.	NOUN
cana-2860	389	4	bhosale	bhosale	NOUN
cana-2860	389	5	,	,	PUNCT
cana-2860	389	6	"	"	PUNCT
cana-2860	389	7	advances	advance	NOUN
cana-2860	389	8	in	in	ADP
cana-2860	389	9	facial	facial	ADJ
cana-2860	389	10	emotion	emotion	NOUN
cana-2860	389	11	recognition	recognition	NOUN
cana-2860	389	12	:	:	PUNCT
cana-2860	389	13	deep	deep	ADJ
cana-2860	389	14	learning	learning	NOUN
cana-2860	389	15	approaches	approach	NOUN
cana-2860	389	16	and	and	CCONJ
cana-2860	389	17	future	future	ADJ
cana-2860	389	18	prospects	prospect	NOUN
cana-2860	389	19	,	,	PUNCT
cana-2860	389	20	"	"	PUNCT
cana-2860	389	21	2024	2024	NUM
cana-2860	389	22	mit	mit	NOUN
cana-2860	389	23	art	art	NOUN
cana-2860	389	24	,	,	PUNCT
cana-2860	389	25	design	design	NOUN
cana-2860	389	26	and	and	CCONJ
cana-2860	389	27	technology	technology	NOUN
cana-2860	389	28	school	school	NOUN
cana-2860	389	29	of	of	ADP
cana-2860	389	30	computing	compute	VERB
cana-2860	389	31	international	international	ADJ
cana-2860	389	32	conference	conference	NOUN
cana-2860	389	33	(	(	PUNCT
cana-2860	389	34	mitadtsocicon	mitadtsocicon	NOUN
cana-2860	389	35	)	)	PUNCT
cana-2860	389	36	,	,	PUNCT
cana-2860	389	37	pune	pune	NOUN
cana-2860	389	38	,	,	PUNCT
cana-2860	389	39	india	india	PROPN
cana-2860	389	40	,	,	PUNCT
cana-2860	389	41	2024	2024	NUM
cana-2860	389	42	,	,	PUNCT
cana-2860	389	43	pp	pp	ADJ
cana-2860	389	44	.	.	PUNCT
cana-2860	390	1	1	1	NUM
cana-2860	390	2	-	-	SYM
cana-2860	390	3	3	3	NUM
cana-2860	390	4	,	,	PUNCT
cana-2860	390	5	doi	doi	NOUN
cana-2860	390	6	:	:	PUNCT
cana-2860	390	7	10.1109	10.1109	NUM
cana-2860	390	8	/	/	SYM
cana-2860	390	9	mitadtsocicon60330.2024.10574908	mitadtsocicon60330.2024.10574908	NOUN
cana-2860	390	10	.	.	PUNCT
cana-2860	391	1	[	[	X
cana-2860	391	2	27	27	NUM
cana-2860	391	3	]	]	PUNCT
cana-2860	391	4	khatik	khatik	NOUN
cana-2860	391	5	,	,	PUNCT
cana-2860	391	6	i.	i.	PROPN
cana-2860	391	7	,	,	PUNCT
cana-2860	391	8	kadam	kadam	PROPN
cana-2860	391	9	,	,	PUNCT
cana-2860	391	10	s.	s.	PROPN
cana-2860	391	11	,	,	PUNCT
cana-2860	391	12	gayakwad	gayakwad	NOUN
cana-2860	391	13	,	,	PUNCT
cana-2860	391	14	m.	m.	NOUN
cana-2860	391	15	,	,	PUNCT
cana-2860	391	16	joshi	joshi	PROPN
cana-2860	391	17	,	,	PUNCT
cana-2860	391	18	r.	r.	PROPN
cana-2860	391	19	,	,	PUNCT
cana-2860	391	20	&	&	CCONJ
cana-2860	391	21	kotecha	kotecha	PROPN
cana-2860	391	22	,	,	PUNCT
cana-2860	391	23	k.	k.	PROPN
cana-2860	391	24	(	(	PUNCT
cana-2860	391	25	2024	2024	NUM
cana-2860	391	26	)	)	PUNCT
cana-2860	391	27	.	.	PUNCT
cana-2860	392	1	automatic	automatic	ADJ
cana-2860	392	2	diagnosis	diagnosis	NOUN
cana-2860	392	3	of	of	ADP
cana-2860	392	4	fracture	fracture	NOUN
cana-2860	392	5	using	use	VERB
cana-2860	392	6	deep	deep	ADJ
cana-2860	392	7	learning	learning	NOUN
cana-2860	392	8	and	and	CCONJ
cana-2860	392	9	external	external	ADJ
cana-2860	392	10	validation	validation	NOUN
cana-2860	392	11	:	:	PUNCT
cana-2860	392	12	a	a	DET
cana-2860	392	13	systematic	systematic	ADJ
cana-2860	392	14	review	review	NOUN
cana-2860	392	15	and	and	CCONJ
cana-2860	392	16	meta	meta	ADJ
cana-2860	392	17	-	-	PUNCT
cana-2860	392	18	analysis	analysis	NOUN
cana-2860	392	19	.	.	PUNCT
cana-2860	393	1	international	international	ADJ
cana-2860	393	2	journal	journal	NOUN
cana-2860	393	3	of	of	ADP
cana-2860	393	4	intelligent	intelligent	ADJ
cana-2860	393	5	systems	system	NOUN
cana-2860	393	6	and	and	CCONJ
cana-2860	393	7	applications	application	NOUN
cana-2860	393	8	in	in	ADP
cana-2860	393	9	engineering	engineering	NOUN
cana-2860	393	10	,	,	PUNCT
cana-2860	393	11	12	12	NUM
cana-2860	393	12	,	,	PUNCT
cana-2860	393	13	41	41	NUM
cana-2860	393	14	-	-	SYM
cana-2860	393	15	48	48	NUM
cana-2860	393	16	.	.	PUNCT
cana-2860	394	1	[	[	X
cana-2860	394	2	28	28	NUM
cana-2860	394	3	]	]	X
cana-2860	394	4	kadam	kadam	PROPN
cana-2860	394	5	,	,	PUNCT
cana-2860	394	6	a.	a.	PROPN
cana-2860	394	7	,	,	PUNCT
cana-2860	394	8	b.	b.	PROPN
cana-2860	394	9	garg	garg	PROPN
cana-2860	394	10	,	,	PUNCT
cana-2860	394	11	m.	m.	NOUN
cana-2860	394	12	gayakwad	gayakwad	PROPN
cana-2860	394	13	,	,	PUNCT
cana-2860	394	14	k.	k.	PROPN
cana-2860	394	15	kotecha	kotecha	PROPN
cana-2860	394	16	,	,	PUNCT
cana-2860	394	17	and	and	CCONJ
cana-2860	394	18	r.	r.	PROPN
cana-2860	394	19	joshi	joshi	PROPN
cana-2860	394	20	.	.	PUNCT
cana-2860	395	1	"	"	PUNCT
cana-2860	395	2	novel	novel	ADJ
cana-2860	395	3	dsids	dsid	NOUN
cana-2860	395	4	-	-	PUNCT
cana-2860	395	5	deep	deep	ADJ
cana-2860	395	6	sniffer	sniffer	NOUN
cana-2860	395	7	intrusion	intrusion	NOUN
cana-2860	395	8	detection	detection	NOUN
cana-2860	395	9	system	system	NOUN
cana-2860	395	10	.	.	PUNCT
cana-2860	395	11	"	"	PUNCT
cana-2860	396	1	international	international	ADJ
cana-2860	396	2	journal	journal	NOUN
cana-2860	396	3	of	of	ADP
cana-2860	396	4	intelligent	intelligent	ADJ
cana-2860	396	5	systems	system	NOUN
cana-2860	396	6	and	and	CCONJ
cana-2860	396	7	applications	application	NOUN
cana-2860	396	8	in	in	ADP
cana-2860	396	9	engineering	engineering	NOUN
cana-2860	396	10	12	12	NUM
cana-2860	396	11	(	(	PUNCT
cana-2860	396	12	2024	2024	NUM
cana-2860	396	13	):	):	PUNCT
cana-2860	396	14	400	400	NUM
cana-2860	396	15	-	-	SYM
cana-2860	396	16	407	407	NUM
cana-2860	396	17	.	.	PUNCT
cana-2860	397	1	[	[	X
cana-2860	397	2	29	29	NUM
cana-2860	397	3	]	]	X
cana-2860	397	4	beldar	beldar	PROPN
cana-2860	397	5	,	,	PUNCT
cana-2860	397	6	miss	miss	PROPN
cana-2860	397	7	menka	menka	PROPN
cana-2860	397	8	k.	k.	PROPN
cana-2860	397	9	,	,	PUNCT
cana-2860	397	10	m.	m.	PROPN
cana-2860	397	11	d.	d.	PROPN
cana-2860	397	12	gayakwad	gayakwad	PROPN
cana-2860	397	13	,	,	PUNCT
cana-2860	397	14	miss	miss	PROPN
cana-2860	397	15	kavita	kavita	PROPN
cana-2860	397	16	k.	k.	PROPN
cana-2860	397	17	beldar	beldar	PROPN
cana-2860	397	18	,	,	PUNCT
cana-2860	397	19	and	and	CCONJ
cana-2860	397	20	m.	m.	PROPN
cana-2860	397	21	k.	k.	PROPN
cana-2860	397	22	beldar	beldar	PROPN
cana-2860	397	23	.	.	PUNCT
cana-2860	398	1	2018	2018	NUM
cana-2860	398	2	.	.	PUNCT
cana-2860	399	1	“	"	PUNCT
cana-2860	399	2	survey	survey	VERB
cana-2860	399	3	on	on	ADP
cana-2860	399	4	classification	classification	NOUN
cana-2860	399	5	of	of	ADP
cana-2860	399	6	online	online	ADJ
cana-2860	399	7	reviews	review	NOUN
cana-2860	399	8	based	base	VERB
cana-2860	399	9	on	on	ADP
cana-2860	399	10	social	social	ADJ
cana-2860	399	11	networking	networking	NOUN
cana-2860	399	12	.	.	PUNCT
cana-2860	399	13	”	"	PUNCT
cana-2860	399	14	ijfrcsce	ijfrcsce	VERB
cana-2860	399	15	4	4	NUM
cana-2860	399	16	(	(	PUNCT
cana-2860	399	17	3	3	NUM
cana-2860	399	18	):	):	PUNCT
cana-2860	399	19	55	55	NUM
cana-2860	399	20	.	.	PUNCT
cana-2860	400	1	[	[	X
cana-2860	400	2	30	30	NUM
cana-2860	400	3	]	]	X
cana-2860	400	4	boukhari	boukhari	ADJ
cana-2860	400	5	,	,	PUNCT
cana-2860	400	6	mahamat	mahamat	ADJ
cana-2860	400	7	adam	adam	PROPN
cana-2860	400	8	,	,	PUNCT
cana-2860	400	9	prof	prof	PROPN
cana-2860	400	10	milnid	milnid	PROPN
cana-2860	400	11	gayakwad	gayakwad	PROPN
cana-2860	400	12	,	,	PUNCT
cana-2860	400	13	and	and	CCONJ
cana-2860	400	14	prof	prof	PROPN
cana-2860	400	15	dr	dr	PROPN
cana-2860	400	16	suhas	suhas	PROPN
cana-2860	400	17	patil	patil	PROPN
cana-2860	400	18	.	.	PROPN
cana-2860	400	19	2019	2019	NUM
cana-2860	400	20	.	.	PUNCT
cana-2860	401	1	“	"	PUNCT
cana-2860	401	2	survey	survey	NOUN
cana-2860	401	3	on	on	ADP
cana-2860	401	4	inappropriate	inappropriate	ADJ
cana-2860	401	5	content	content	NOUN
cana-2860	401	6	detection	detection	NOUN
cana-2860	401	7	in	in	ADP
cana-2860	401	8	online	online	ADJ
cana-2860	401	9	social	social	ADJ
cana-2860	401	10	media	medium	NOUN
cana-2860	401	11	.	.	PUNCT
cana-2860	401	12	”	"	PUNCT
cana-2860	402	1	international	international	ADJ
cana-2860	402	2	journal	journal	NOUN
cana-2860	402	3	of	of	ADP
cana-2860	402	4	innovative	innovative	ADJ
cana-2860	402	5	research	research	NOUN
cana-2860	402	6	in	in	ADP
cana-2860	402	7	science	science	NOUN
cana-2860	402	8	,	,	PUNCT
cana-2860	402	9	engineering	engineering	NOUN
cana-2860	402	10	and	and	CCONJ
cana-2860	402	11	technology	technology	NOUN
cana-2860	402	12	8	8	NUM
cana-2860	402	13	(	(	PUNCT
cana-2860	402	14	9	9	NUM
cana-2860	402	15	):	):	PUNCT
cana-2860	402	16	9297–9302	9297–9302	NUM
cana-2860	402	17	.	.	PUNCT
cana-2860	403	1	[	[	X
cana-2860	403	2	31	31	NUM
cana-2860	403	3	]	]	PUNCT
cana-2860	403	4	gayakwad	gayakwad	NOUN
cana-2860	403	5	,	,	PUNCT
cana-2860	403	6	m.	m.	NOUN
cana-2860	403	7	d.	d.	PROPN
cana-2860	403	8	,	,	PUNCT
cana-2860	403	9	and	and	CCONJ
cana-2860	403	10	b.	b.	PROPN
cana-2860	403	11	d.	d.	PROPN
cana-2860	403	12	phulpagar	phulpagar	PROPN
cana-2860	403	13	.	.	PUNCT
cana-2860	403	14	2013	2013	NUM
cana-2860	403	15	.	.	PUNCT
cana-2860	404	1	“	"	PUNCT
cana-2860	404	2	research	research	NOUN
cana-2860	404	3	article	article	NOUN
cana-2860	404	4	review	review	NOUN
cana-2860	404	5	on	on	ADP
cana-2860	404	6	various	various	ADJ
cana-2860	404	7	searching	searching	NOUN
cana-2860	404	8	methodologies	methodology	NOUN
cana-2860	404	9	and	and	CCONJ
cana-2860	404	10	comparative	comparative	ADJ
cana-2860	404	11	analysis	analysis	NOUN
cana-2860	404	12	for	for	ADP
cana-2860	404	13	re	re	VERB
cana-2860	404	14	-	-	VERB
cana-2860	404	15	ranking	rank	VERB
cana-2860	404	16	the	the	DET
cana-2860	404	17	searched	search	VERB
cana-2860	404	18	results	result	NOUN
cana-2860	404	19	.	.	PUNCT
cana-2860	404	20	”	"	PUNCT
cana-2860	405	1	international	international	ADJ
cana-2860	405	2	journal	journal	NOUN
cana-2860	405	3	of	of	ADP
cana-2860	405	4	recent	recent	ADJ
cana-2860	405	5	scientific	scientific	ADJ
cana-2860	405	6	research	research	NOUN
cana-2860	405	7	4	4	NUM
cana-2860	405	8	:	:	SYM
cana-2860	405	9	1817–20	1817–20	NUM
cana-2860	405	10	.	.	PUNCT
cana-2860	406	1	[	[	X
cana-2860	406	2	32	32	NUM
cana-2860	406	3	]	]	PUNCT
cana-2860	406	4	gayakwad	gayakwad	NOUN
cana-2860	406	5	,	,	PUNCT
cana-2860	406	6	milind	milind	PROPN
cana-2860	406	7	.	.	PROPN
cana-2860	406	8	2011	2011	NUM
cana-2860	406	9	.	.	PUNCT
cana-2860	407	1	“	"	PUNCT
cana-2860	407	2	vlan	vlan	NOUN
cana-2860	407	3	implementation	implementation	NOUN
cana-2860	407	4	using	use	VERB
cana-2860	407	5	ip	ip	NOUN
cana-2860	407	6	over	over	ADP
cana-2860	407	7	atm	atm	PROPN
cana-2860	407	8	.	.	PUNCT
cana-2860	407	9	”	"	PUNCT
cana-2860	407	10	journal	journal	NOUN
cana-2860	407	11	of	of	ADP
cana-2860	407	12	engineering	engineering	NOUN
cana-2860	407	13	research	research	NOUN
cana-2860	407	14	and	and	CCONJ
cana-2860	407	15	studies	study	NOUN
cana-2860	407	16	2	2	NUM
cana-2860	407	17	(	(	PUNCT
cana-2860	407	18	4	4	NUM
cana-2860	407	19	):	):	PUNCT
cana-2860	407	20	186–92	186–92	NOUN
cana-2860	407	21	.	.	PUNCT
cana-2860	408	1	[	[	X
cana-2860	408	2	33	33	NUM
cana-2860	408	3	]	]	PUNCT
cana-2860	408	4	gayakwad	gayakwad	NOUN
cana-2860	408	5	,	,	PUNCT
cana-2860	408	6	milind	milind	PROPN
cana-2860	408	7	,	,	PUNCT
cana-2860	408	8	and	and	CCONJ
cana-2860	408	9	suhas	suhas	PROPN
cana-2860	408	10	patil	patil	PROPN
cana-2860	408	11	.	.	PUNCT
cana-2860	408	12	2020	2020	NUM
cana-2860	408	13	.	.	PUNCT
cana-2860	409	1	“	"	PUNCT
cana-2860	409	2	content	content	NOUN
cana-2860	409	3	modelling	modelling	NOUN
cana-2860	409	4	for	for	ADP
cana-2860	409	5	unbiased	unbiased	ADJ
cana-2860	409	6	information	information	NOUN
cana-2860	409	7	analysis	analysis	NOUN
cana-2860	409	8	.	.	PUNCT
cana-2860	409	9	”	"	PUNCT
cana-2860	409	10	libr	libr	PROPN
cana-2860	409	11	.	.	PUNCT
cana-2860	410	1	philos	philos	PROPN
cana-2860	410	2	.	.	PUNCT
cana-2860	411	1	pract	pract	PROPN
cana-2860	411	2	,	,	PUNCT
cana-2860	411	3	1–17.k	1–17.k	NUM
cana-2860	411	4	.	.	PUNCT
cana-2860	412	1	boyat	boyat	PROPN
cana-2860	412	2	and	and	CCONJ
cana-2860	412	3	b.	b.	PROPN
cana-2860	412	4	k.	k.	PROPN
cana-2860	412	5	joshi	joshi	PROPN
cana-2860	412	6	,	,	PUNCT
cana-2860	412	7	“	"	PUNCT
cana-2860	412	8	a	a	DET
cana-2860	412	9	review	review	NOUN
cana-2860	412	10	paper	paper	NOUN
cana-2860	412	11	:	:	PUNCT
cana-2860	412	12	noise	noise	NOUN
cana-2860	412	13	models	model	NOUN
cana-2860	412	14	in	in	ADP
cana-2860	412	15	digital	digital	ADJ
cana-2860	412	16	image	image	NOUN
cana-2860	412	17	processing	processing	NOUN
cana-2860	412	18	,	,	PUNCT
cana-2860	412	19	”	"	PUNCT
cana-2860	412	20	arxiv:1505.03489	arxiv:1505.03489	NOUN
cana-2860	413	1	[	[	X
cana-2860	413	2	cs	cs	X
cana-2860	413	3	]	]	X
cana-2860	413	4	,	,	PUNCT
cana-2860	413	5	may	may	PROPN
cana-2860	413	6	2015	2015	NUM
cana-2860	413	7	.	.	PUNCT
cana-2860	414	1	[	[	X
cana-2860	414	2	34	34	NUM
cana-2860	414	3	]	]	PUNCT
cana-2860	414	4	omarov	omarov	NOUN
cana-2860	414	5	,	,	PUNCT
cana-2860	414	6	batyrkhan	batyrkhan	VERB
cana-2860	414	7	sultanovich	sultanovich	NOUN
cana-2860	414	8	,	,	PUNCT
cana-2860	414	9	et	et	PROPN
cana-2860	414	10	al	al	PROPN
cana-2860	414	11	.	.	PROPN
cana-2860	414	12	,	,	PUNCT
cana-2860	414	13	"	"	PUNCT
cana-2860	414	14	exploring	explore	VERB
cana-2860	414	15	image	image	NOUN
cana-2860	414	16	processing	processing	NOUN
cana-2860	414	17	and	and	CCONJ
cana-2860	414	18	image	image	NOUN
cana-2860	414	19	restoration	restoration	NOUN
cana-2860	414	20	techniques	technique	NOUN
cana-2860	414	21	,	,	PUNCT
cana-2860	414	22	"	"	PUNCT
cana-2860	414	23	international	international	ADJ
cana-2860	414	24	journal	journal	NOUN
cana-2860	414	25	of	of	ADP
cana-2860	414	26	fuzzy	fuzzy	ADJ
cana-2860	414	27	logic	logic	NOUN
cana-2860	414	28	and	and	CCONJ
cana-2860	414	29	intelligent	intelligent	ADJ
cana-2860	414	30	systems	system	NOUN
cana-2860	414	31	,	,	PUNCT
cana-2860	414	32	vol	vol	NOUN
cana-2860	414	33	.	.	PROPN
cana-2860	414	34	15	15	NUM
cana-2860	414	35	,	,	PUNCT
cana-2860	414	36	no	no	INTJ
cana-2860	414	37	.	.	NOUN
cana-2860	414	38	3	3	NUM
cana-2860	414	39	,	,	PUNCT
cana-2860	414	40	pp	pp	ADJ
cana-2860	414	41	.	.	PUNCT
cana-2860	415	1	172	172	NUM
cana-2860	415	2	-	-	SYM
cana-2860	415	3	179	179	NUM
cana-2860	415	4	,	,	PUNCT
cana-2860	415	5	june	june	PROPN
cana-2860	415	6	2015	2015	NUM
cana-2860	415	7	.	.	PUNCT
cana-2860	416	1	[	[	X
cana-2860	416	2	35	35	NUM
cana-2860	416	3	]	]	PUNCT
cana-2860	416	4	gayakwad	gayakwad	NOUN
cana-2860	416	5	,	,	PUNCT
cana-2860	416	6	milind	milind	PROPN
cana-2860	416	7	,	,	PUNCT
cana-2860	416	8	suhas	suhas	PROPN
cana-2860	416	9	patil	patil	PROPN
cana-2860	416	10	,	,	PUNCT
cana-2860	416	11	rahul	rahul	PROPN
cana-2860	416	12	joshi	joshi	PROPN
cana-2860	416	13	,	,	PUNCT
cana-2860	416	14	sudhanshu	sudhanshu	NOUN
cana-2860	416	15	gonge	gonge	NOUN
cana-2860	416	16	,	,	PUNCT
cana-2860	416	17	and	and	CCONJ
cana-2860	416	18	sandeep	sandeep	PROPN
cana-2860	416	19	dwarkanath	dwarkanath	NOUN
cana-2860	416	20	pande	pande	NOUN
cana-2860	416	21	.	.	PUNCT
cana-2860	417	1	“	"	PUNCT
cana-2860	417	2	credibility	credibility	NOUN
cana-2860	417	3	evaluation	evaluation	NOUN
cana-2860	417	4	of	of	ADP
cana-2860	417	5	user	user	NOUN
cana-2860	417	6	-	-	PUNCT
cana-2860	417	7	generated	generate	VERB
cana-2860	417	8	content	content	NOUN
cana-2860	417	9	using	use	VERB
cana-2860	417	10	novel	novel	ADJ
cana-2860	417	11	multinomial	multinomial	ADJ
cana-2860	417	12	classification	classification	NOUN
cana-2860	417	13	technique	technique	NOUN
cana-2860	417	14	.	.	PUNCT
cana-2860	417	15	”	"	PUNCT
cana-2860	418	1	international	international	ADJ
cana-2860	418	2	journal	journal	NOUN
cana-2860	418	3	on	on	ADP
cana-2860	418	4	recent	recent	ADJ
cana-2860	418	5	and	and	CCONJ
cana-2860	418	6	innovation	innovation	NOUN
cana-2860	418	7	trends	trend	NOUN
cana-2860	418	8	in	in	ADP
cana-2860	418	9	computing	computing	NOUN
cana-2860	418	10	and	and	CCONJ
cana-2860	418	11	communication	communication	NOUN
cana-2860	418	12	10	10	NUM
cana-2860	418	13	(	(	PUNCT
cana-2860	418	14	2s	2s	NUM
cana-2860	418	15	):	):	PUNCT
cana-2860	418	16	151–57	151–57	NUM
cana-2860	418	17	.	.	PUNCT
cana-2860	419	1	[	[	X
cana-2860	419	2	36	36	NUM
cana-2860	419	3	]	]	X
cana-2860	419	4	rajendra	rajendra	PROPN
cana-2860	419	5	pawar	pawar	PROPN
cana-2860	419	6	et	et	PROPN
cana-2860	419	7	al	al	PROPN
cana-2860	419	8	.	.	PROPN
cana-2860	419	9	,	,	PUNCT
cana-2860	419	10	“	"	PUNCT
cana-2860	419	11	farmer	farmer	NOUN
cana-2860	419	12	buddy	buddy	NOUN
cana-2860	419	13	-	-	PUNCT
cana-2860	419	14	plant	plant	NOUN
cana-2860	419	15	leaf	leaf	NOUN
cana-2860	419	16	disease	disease	NOUN
cana-2860	419	17	detection	detection	NOUN
cana-2860	419	18	on	on	ADP
cana-2860	419	19	android	android	PROPN
cana-2860	419	20	phone	phone	NOUN
cana-2860	419	21	”	"	PUNCT
cana-2860	419	22	in	in	ADP
cana-2860	419	23	international	international	ADJ
cana-2860	419	24	journal	journal	NOUN
cana-2860	419	25	of	of	ADP
cana-2860	419	26	research	research	NOUN
cana-2860	419	27	and	and	CCONJ
cana-2860	419	28	analytical	analytical	ADJ
cana-2860	419	29	reviews	review	NOUN
cana-2860	419	30	.	.	PUNCT
cana-2860	420	1	vol	vol	NOUN
cana-2860	420	2	6	6	NUM
cana-2860	420	3	(	(	PUNCT
cana-2860	420	4	2	2	NUM
cana-2860	420	5	)	)	PUNCT
cana-2860	420	6	,	,	PUNCT
cana-2860	420	7	874	874	NUM
cana-2860	420	8	-	-	SYM
cana-2860	420	9	879	879	NUM
cana-2860	420	10	communications	communication	NOUN
cana-2860	420	11	on	on	ADP
cana-2860	420	12	applied	apply	VERB
cana-2860	420	13	nonlinear	nonlinear	ADJ
cana-2860	420	14	analysis	analysis	NOUN
cana-2860	420	15	issn	issn	NOUN
cana-2860	420	16	:	:	PUNCT
cana-2860	420	17	1074	1074	NUM
cana-2860	420	18	-	-	PUNCT
cana-2860	420	19	133x	133x	NUM
cana-2860	420	20	vol	vol	NOUN
cana-2860	420	21	32	32	NUM
cana-2860	420	22	no	no	NOUN
cana-2860	420	23	.	.	PUNCT
cana-2860	421	1	4s	4s	NUM
cana-2860	421	2	(	(	PUNCT
cana-2860	421	3	2025	2025	NUM
cana-2860	421	4	)	)	PUNCT
cana-2860	421	5	420	420	NUM
cana-2860	421	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2860	421	7	[	[	X
cana-2860	421	8	37	37	NUM
cana-2860	421	9	]	]	PUNCT
cana-2860	421	10	gayakwad	gayakwad	NOUN
cana-2860	421	11	,	,	PUNCT
cana-2860	421	12	milind	milind	PROPN
cana-2860	421	13	,	,	PUNCT
cana-2860	421	14	suhas	suhas	PROPN
cana-2860	421	15	patil	patil	PROPN
cana-2860	421	16	,	,	PUNCT
cana-2860	421	17	amol	amol	PROPN
cana-2860	421	18	kadam	kadam	PROPN
cana-2860	421	19	,	,	PUNCT
cana-2860	421	20	shashank	shashank	PROPN
cana-2860	421	21	joshi	joshi	PROPN
cana-2860	421	22	,	,	PUNCT
cana-2860	421	23	ketan	ketan	PROPN
cana-2860	421	24	kotecha	kotecha	PROPN
cana-2860	421	25	,	,	PUNCT
cana-2860	421	26	rahul	rahul	PROPN
cana-2860	421	27	joshi	joshi	PROPN
cana-2860	421	28	,	,	PUNCT
cana-2860	421	29	sharnil	sharnil	PROPN
cana-2860	421	30	pandya	pandya	PROPN
cana-2860	421	31	,	,	PUNCT
cana-2860	421	32	et	et	PROPN
cana-2860	421	33	al	al	PROPN
cana-2860	421	34	.	.	PROPN
cana-2860	421	35	2022	2022	NUM
cana-2860	421	36	.	.	PUNCT
cana-2860	422	1	“	"	PUNCT
cana-2860	422	2	credibility	credibility	NOUN
cana-2860	422	3	analysis	analysis	NOUN
cana-2860	422	4	of	of	ADP
cana-2860	422	5	user	user	NOUN
cana-2860	422	6	-	-	PUNCT
cana-2860	422	7	designed	design	VERB
cana-2860	422	8	content	content	NOUN
cana-2860	422	9	using	use	VERB
cana-2860	422	10	machine	machine	NOUN
cana-2860	422	11	learning	learn	VERB
cana-2860	422	12	techniques	technique	NOUN
cana-2860	422	13	.	.	PUNCT
cana-2860	422	14	”	"	PUNCT
cana-2860	422	15	applied	apply	VERB
cana-2860	422	16	system	system	NOUN
cana-2860	422	17	innovation	innovation	NOUN
cana-2860	422	18	5	5	NUM
cana-2860	422	19	(	(	PUNCT
cana-2860	422	20	2	2	NUM
cana-2860	422	21	):	):	PUNCT
cana-2860	422	22	43	43	NUM
cana-2860	422	23	.	.	PUNCT
cana-2860	423	1	[	[	X
cana-2860	423	2	38	38	NUM
cana-2860	423	3	]	]	PUNCT
cana-2860	423	4	harane	harane	NOUN
cana-2860	423	5	,	,	PUNCT
cana-2860	423	6	swati	swati	PROPN
cana-2860	423	7	t.	t.	PROPN
cana-2860	423	8	,	,	PUNCT
cana-2860	423	9	gajanan	gajanan	PROPN
cana-2860	423	10	bhole	bhole	PROPN
cana-2860	423	11	,	,	PUNCT
cana-2860	423	12	and	and	CCONJ
cana-2860	423	13	milind	milind	PROPN
cana-2860	423	14	gayakwad	gayakwad	NOUN
cana-2860	423	15	.	.	PUNCT
cana-2860	423	16	2017	2017	NUM
cana-2860	423	17	.	.	PUNCT
cana-2860	424	1	“	"	PUNCT
cana-2860	424	2	secure	secure	VERB
cana-2860	424	3	search	search	NOUN
cana-2860	424	4	over	over	ADP
cana-2860	424	5	encrypted	encrypt	VERB
cana-2860	424	6	data	datum	NOUN
cana-2860	424	7	techniques	technique	NOUN
cana-2860	424	8	:	:	PUNCT
cana-2860	424	9	survey	survey	NOUN
cana-2860	424	10	.	.	PUNCT
cana-2860	424	11	”	"	PUNCT
cana-2860	425	1	international	international	ADJ
cana-2860	425	2	journal	journal	NOUN
cana-2860	425	3	of	of	ADP
cana-2860	425	4	advanced	advanced	ADJ
cana-2860	425	5	research	research	NOUN
cana-2860	425	6	in	in	ADP
cana-2860	425	7	computer	computer	NOUN
cana-2860	425	8	science	science	NOUN
cana-2860	425	9	8	8	NUM
cana-2860	425	10	(	(	PUNCT
cana-2860	425	11	7	7	NUM
cana-2860	425	12	)	)	PUNCT
cana-2860	425	13	.	.	PUNCT
cana-2860	426	1	[	[	X
cana-2860	426	2	39	39	NUM
cana-2860	426	3	]	]	PUNCT
cana-2860	426	4	kavita	kavita	PROPN
cana-2860	426	5	shevale	shevale	PROPN
cana-2860	426	6	,	,	PUNCT
cana-2860	426	7	gajanan	gajanan	PROPN
cana-2860	426	8	bhole	bhole	PROPN
cana-2860	426	9	,	,	PUNCT
cana-2860	426	10	milind	milind	PROPN
cana-2860	426	11	gayakwad	gayakwad	NOUN
cana-2860	426	12	.	.	PUNCT
cana-2860	426	13	2017	2017	NUM
cana-2860	426	14	.	.	PUNCT
cana-2860	427	1	“	"	PUNCT
cana-2860	427	2	literature	literature	NOUN
cana-2860	427	3	review	review	NOUN
cana-2860	427	4	on	on	ADP
cana-2860	427	5	probabilistic	probabilistic	ADJ
cana-2860	427	6	threshold	threshold	NOUN
cana-2860	427	7	query	query	NOUN
cana-2860	427	8	on	on	ADP
cana-2860	427	9	uncertain	uncertain	ADJ
cana-2860	427	10	data	datum	NOUN
cana-2860	427	11	.	.	PUNCT
cana-2860	427	12	”	"	PUNCT
cana-2860	428	1	international	international	ADJ
cana-2860	428	2	journal	journal	NOUN
cana-2860	428	3	of	of	ADP
cana-2860	428	4	current	current	ADJ
cana-2860	428	5	research	research	NOUN
cana-2860	428	6	and	and	CCONJ
cana-2860	428	7	review	review	VERB
cana-2860	428	8	9	9	NUM
cana-2860	428	9	(	(	PUNCT
cana-2860	428	10	6	6	NUM
cana-2860	428	11	):	):	PUNCT
cana-2860	428	12	52482–84	52482–84	NOUN
cana-2860	428	13	[	[	X
cana-2860	428	14	40	40	NUM
cana-2860	428	15	]	]	PUNCT
cana-2860	428	16	mahamat	mahamat	ADJ
cana-2860	428	17	adam	adam	PROPN
cana-2860	428	18	boukhari	boukhari	PROPN
cana-2860	428	19	,	,	PUNCT
cana-2860	428	20	milind	milind	PROPN
cana-2860	428	21	gayakwad	gayakwad	NOUN
cana-2860	428	22	.	.	PUNCT
cana-2860	428	23	2019	2019	NUM
cana-2860	428	24	.	.	PUNCT
cana-2860	429	1	“	"	PUNCT
cana-2860	429	2	an	an	DET
cana-2860	429	3	experimental	experimental	ADJ
cana-2860	429	4	technique	technique	NOUN
cana-2860	429	5	on	on	ADP
cana-2860	429	6	fake	fake	ADJ
cana-2860	429	7	news	news	NOUN
cana-2860	429	8	detection	detection	NOUN
cana-2860	429	9	in	in	ADP
cana-2860	429	10	online	online	ADJ
cana-2860	429	11	social	social	ADJ
cana-2860	429	12	media	medium	NOUN
cana-2860	429	13	.	.	PUNCT
cana-2860	429	14	”	"	PUNCT
cana-2860	430	1	international	international	ADJ
cana-2860	430	2	journal	journal	NOUN
cana-2860	430	3	of	of	ADP
cana-2860	430	4	innovative	innovative	ADJ
cana-2860	430	5	technology	technology	NOUN
cana-2860	430	6	and	and	CCONJ
cana-2860	430	7	exploring	explore	VERB
cana-2860	430	8	engineering	engineering	NOUN
cana-2860	430	9	(	(	PUNCT
cana-2860	430	10	ijitee	ijitee	NOUN
cana-2860	430	11	)	)	PUNCT
cana-2860	430	12	8	8	NUM
cana-2860	430	13	(	(	PUNCT
cana-2860	430	14	8s3	8s3	NUM
cana-2860	430	15	):	):	PUNCT
cana-2860	430	16	526	526	NUM
cana-2860	430	17	–	–	PUNCT
cana-2860	430	18	30	30	NUM
cana-2860	430	19	.	.	PUNCT
cana-2860	431	1	[	[	X
cana-2860	431	2	41	41	NUM
cana-2860	431	3	]	]	X
cana-2860	431	4	maurya	maurya	PROPN
cana-2860	431	5	,	,	PUNCT
cana-2860	431	6	maruti	maruti	PROPN
cana-2860	431	7	,	,	PUNCT
cana-2860	431	8	and	and	CCONJ
cana-2860	431	9	milind	milind	PROPN
cana-2860	431	10	gayakwad	gayakwad	NOUN
cana-2860	431	11	.	.	PUNCT
cana-2860	432	1	2020	2020	NUM
cana-2860	432	2	.	.	PUNCT
cana-2860	433	1	“	"	PUNCT
cana-2860	433	2	people	people	NOUN
cana-2860	433	3	,	,	PUNCT
cana-2860	433	4	technologies	technology	NOUN
cana-2860	433	5	,	,	PUNCT
cana-2860	433	6	and	and	CCONJ
cana-2860	433	7	organizations	organization	NOUN
cana-2860	433	8	interactions	interaction	NOUN
cana-2860	433	9	in	in	ADP
cana-2860	433	10	a	a	DET
cana-2860	433	11	social	social	ADJ
cana-2860	433	12	commerce	commerce	NOUN
cana-2860	433	13	era	era	NOUN
cana-2860	433	14	.	.	PUNCT
cana-2860	433	15	”	"	PUNCT
cana-2860	434	1	in	in	ADP
cana-2860	434	2	proceeding	proceeding	NOUN
cana-2860	434	3	of	of	ADP
cana-2860	434	4	the	the	DET
cana-2860	434	5	international	international	ADJ
cana-2860	434	6	conference	conference	NOUN
cana-2860	434	7	on	on	ADP
cana-2860	434	8	computer	computer	NOUN
cana-2860	434	9	networks	network	NOUN
cana-2860	434	10	,	,	PUNCT
cana-2860	434	11	big	big	ADJ
cana-2860	434	12	data	datum	NOUN
cana-2860	434	13	and	and	CCONJ
cana-2860	434	14	iot	iot	NOUN
cana-2860	434	15	(	(	PUNCT
cana-2860	434	16	iccbi2018	iccbi2018	NOUN
cana-2860	434	17	)	)	PUNCT
cana-2860	434	18	,	,	PUNCT
cana-2860	434	19	836–49	836–49	NUM
cana-2860	434	20	.	.	PUNCT
cana-2860	435	1	springer	springer	NOUN
cana-2860	435	2	international	international	ADJ
cana-2860	435	3	publishing	publishing	NOUN
cana-2860	435	4	.	.	PUNCT
cana-2860	436	1	[	[	X
cana-2860	436	2	42	42	NUM
cana-2860	436	3	]	]	X
cana-2860	436	4	milind	milind	PROPN
cana-2860	436	5	gayakwad	gayakwad	PROPN
cana-2860	436	6	,	,	PUNCT
cana-2860	436	7	b.	b.	PROPN
cana-2860	436	8	d.	d.	PROPN
cana-2860	436	9	phulpagar	phulpagar	PROPN
cana-2860	436	10	.	.	PUNCT
cana-2860	436	11	2013	2013	NUM
cana-2860	436	12	.	.	PUNCT
cana-2860	437	1	“	"	PUNCT
cana-2860	437	2	requirement	requirement	NOUN
cana-2860	437	3	specific	specific	ADJ
cana-2860	437	4	search	search	NOUN
cana-2860	437	5	.	.	PUNCT
cana-2860	437	6	”	"	PUNCT
cana-2860	438	1	ijarcsse	ijarcsse	NOUN
cana-2860	438	2	3	3	NUM
cana-2860	438	3	(	(	PUNCT
cana-2860	438	4	11	11	NUM
cana-2860	438	5	):	):	PUNCT
cana-2860	438	6	121	121	NUM
cana-2860	438	7	.	.	PUNCT
cana-2860	439	1	[	[	X
cana-2860	439	2	43	43	NUM
cana-2860	439	3	]	]	X
cana-2860	439	4	panicker	panicker	PROPN
cana-2860	439	5	,	,	PUNCT
cana-2860	439	6	aishwarya	aishwarya	PROPN
cana-2860	439	7	,	,	PUNCT
cana-2860	439	8	milind	milind	PROPN
cana-2860	439	9	gayakwad	gayakwad	NOUN
cana-2860	439	10	,	,	PUNCT
cana-2860	439	11	sandeep	sandeep	PROPN
cana-2860	439	12	vanjale	vanjale	PROPN
cana-2860	439	13	,	,	PUNCT
cana-2860	439	14	pramod	pramod	PROPN
cana-2860	439	15	jadhav	jadhav	PROPN
cana-2860	439	16	,	,	PUNCT
cana-2860	439	17	prakash	prakash	PROPN
cana-2860	439	18	devale	devale	NOUN
cana-2860	439	19	,	,	PUNCT
cana-2860	439	20	and	and	CCONJ
cana-2860	439	21	suhas	suhas	PROPN
cana-2860	439	22	patil	patil	PROPN
cana-2860	439	23	.	.	PUNCT
cana-2860	440	1	n.d	n.d	PROPN
cana-2860	440	2	.	.	PUNCT
cana-2860	441	1	“	"	PUNCT
cana-2860	441	2	fake	fake	ADJ
cana-2860	441	3	news	news	NOUN
cana-2860	441	4	detection	detection	NOUN
cana-2860	441	5	using	use	VERB
cana-2860	441	6	machine	machine	NOUN
cana-2860	441	7	learning	learning	NOUN
cana-2860	441	8	framework	framework	NOUN
cana-2860	441	9	.	.	PUNCT
cana-2860	441	10	”	"	PUNCT
cana-2860	442	1	[	[	X
cana-2860	442	2	44	44	NUM
cana-2860	442	3	]	]	SYM
cana-2860	442	4	gonge	gonge	NOUN
cana-2860	442	5	,	,	PUNCT
cana-2860	442	6	s.	s.	PROPN
cana-2860	442	7	et	et	PROPN
cana-2860	442	8	al	al	PROPN
cana-2860	442	9	.	.	PROPN
cana-2860	442	10	(	(	PUNCT
cana-2860	442	11	2023	2023	NUM
cana-2860	442	12	)	)	PUNCT
cana-2860	442	13	.	.	PUNCT
cana-2860	443	1	a	a	DET
cana-2860	443	2	comparative	comparative	ADJ
cana-2860	443	3	study	study	NOUN
cana-2860	443	4	of	of	ADP
cana-2860	443	5	dwt	dwt	PROPN
cana-2860	443	6	and	and	CCONJ
cana-2860	443	7	dct	dct	PROPN
cana-2860	443	8	along	along	ADP
cana-2860	443	9	with	with	ADP
cana-2860	443	10	aes	aes	NOUN
cana-2860	443	11	techniques	technique	NOUN
cana-2860	443	12	for	for	ADP
cana-2860	443	13	safety	safety	NOUN
cana-2860	443	14	transmission	transmission	NOUN
cana-2860	443	15	of	of	ADP
cana-2860	443	16	digital	digital	ADJ
cana-2860	443	17	bank	bank	NOUN
cana-2860	443	18	cheque	cheque	NOUN
cana-2860	443	19	image	image	NOUN
cana-2860	443	20	.	.	PUNCT
cana-2860	444	1	in	in	ADP
cana-2860	444	2	:	:	PUNCT
cana-2860	444	3	chaubey	chaubey	NOUN
cana-2860	444	4	,	,	PUNCT
cana-2860	444	5	n.	n.	NOUN
cana-2860	444	6	,	,	PUNCT
cana-2860	444	7	thampi	thampi	PROPN
cana-2860	444	8	,	,	PUNCT
cana-2860	444	9	s.m	s.m	PROPN
cana-2860	444	10	.	.	PROPN
cana-2860	444	11	,	,	PUNCT
cana-2860	444	12	jhanjhi	jhanjhi	PROPN
cana-2860	444	13	,	,	PUNCT
cana-2860	444	14	n.z	n.z	PROPN
cana-2860	444	15	.	.	PROPN
cana-2860	444	16	,	,	PUNCT
cana-2860	444	17	parikh	parikh	PROPN
cana-2860	444	18	,	,	PUNCT
cana-2860	444	19	s.	s.	PROPN
cana-2860	444	20	,	,	PUNCT
cana-2860	444	21	amin	amin	PROPN
cana-2860	444	22	,	,	PUNCT
cana-2860	444	23	k.	k.	PROPN
cana-2860	444	24	(	(	PUNCT
cana-2860	444	25	eds	eds	PROPN
cana-2860	444	26	)	)	PUNCT
cana-2860	444	27	computing	computing	NOUN
cana-2860	444	28	science	science	NOUN
cana-2860	444	29	,	,	PUNCT
cana-2860	444	30	communication	communication	NOUN
cana-2860	444	31	and	and	CCONJ
cana-2860	444	32	security	security	NOUN
cana-2860	444	33	.	.	PUNCT
cana-2860	445	1	coms2	coms2	NOUN
cana-2860	445	2	2023	2023	NUM
cana-2860	445	3	.	.	PUNCT
cana-2860	446	1	communications	communication	NOUN
cana-2860	446	2	in	in	ADP
cana-2860	446	3	computer	computer	NOUN
cana-2860	446	4	and	and	CCONJ
cana-2860	446	5	information	information	NOUN
cana-2860	446	6	science	science	NOUN
cana-2860	446	7	,	,	PUNCT
cana-2860	446	8	vol	vol	NOUN
cana-2860	446	9	1861	1861	NUM
cana-2860	446	10	.	.	PUNCT
cana-2860	447	1	springer	springer	NOUN
cana-2860	447	2	,	,	PUNCT
cana-2860	447	3	cham	cham	PROPN
cana-2860	447	4	.	.	PUNCT
cana-2860	447	5	https://doi.org/10.1007/978-3-031-40564-8_6	https://doi.org/10.1007/978-3-031-40564-8_6	PUNCT
cana-2860	448	1	[	[	X
cana-2860	448	2	45	45	NUM
cana-2860	448	3	]	]	X
cana-2860	448	4	self	self	NOUN
cana-2860	448	5	-	-	PUNCT
cana-2860	448	6	driving	drive	VERB
cana-2860	448	7	electrical	electrical	ADJ
cana-2860	448	8	car	car	NOUN
cana-2860	448	9	simulation	simulation	NOUN
cana-2860	448	10	using	use	VERB
cana-2860	448	11	mutation	mutation	NOUN
cana-2860	448	12	and	and	CCONJ
cana-2860	448	13	dnn	dnn	PROPN
cana-2860	448	14	paygude	paygude	NOUN
cana-2860	448	15	,	,	PUNCT
cana-2860	448	16	p.	p.	NOUN
cana-2860	448	17	idate	idate	NOUN
cana-2860	448	18	,	,	PUNCT
cana-2860	448	19	s.	s.	PROPN
cana-2860	448	20	gayakwad	gayakwad	PROPN
cana-2860	448	21	,	,	PUNCT
cana-2860	448	22	m.	m.	PROPN
cana-2860	448	23	kadam	kadam	PROPN
cana-2860	448	24	,	,	PUNCT
cana-2860	448	25	k.	k.	PROPN
cana-2860	448	26	shinde	shinde	PROPN
cana-2860	448	27	,	,	PUNCT
cana-2860	448	28	a.	a.	PROPN
cana-2860	448	29	ssrg	ssrg	PROPN
cana-2860	448	30	international	international	PROPN
cana-2860	448	31	journal	journal	PROPN
cana-2860	448	32	of	of	ADP
cana-2860	448	33	electronics	electronic	NOUN
cana-2860	448	34	and	and	CCONJ
cana-2860	448	35	communication	communication	NOUN
cana-2860	448	36	engineering	engineering	NOUN
cana-2860	448	37	,	,	PUNCT
cana-2860	448	38	2023	2023	NUM
cana-2860	448	39	,	,	PUNCT
cana-2860	448	40	10(6	10(6	NUM
cana-2860	448	41	)	)	PUNCT
cana-2860	448	42	,	,	PUNCT
cana-2860	448	43	pp	pp	ADP
cana-2860	448	44	.	.	PUNCT
cana-2860	449	1	27–34	27–34	NUM
cana-2860	450	1	[	[	X
cana-2860	450	2	46	46	NUM
cana-2860	450	3	]	]	X
cana-2860	450	4	probing	probe	VERB
cana-2860	450	5	to	to	PART
cana-2860	450	6	reduce	reduce	VERB
cana-2860	450	7	operational	operational	ADJ
cana-2860	450	8	losses	loss	NOUN
cana-2860	450	9	in	in	ADP
cana-2860	450	10	nrw	nrw	PROPN
cana-2860	450	11	by	by	ADP
cana-2860	450	12	using	use	VERB
cana-2860	450	13	iot	iot	PROPN
cana-2860	450	14	hingmire	hingmire	NOUN
cana-2860	450	15	,	,	PUNCT
cana-2860	450	16	s.	s.	PROPN
cana-2860	450	17	paygude	paygude	PROPN
cana-2860	450	18	,	,	PUNCT
cana-2860	450	19	p.	p.	NOUN
cana-2860	450	20	gayakwad	gayakwad	NOUN
cana-2860	450	21	,	,	PUNCT
cana-2860	450	22	m.	m.	NOUN
cana-2860	450	23	devale	devale	NOUN
cana-2860	450	24	,	,	PUNCT
cana-2860	450	25	p.	p.	NOUN
cana-2860	450	26	ssrg	ssrg	PROPN
cana-2860	450	27	international	international	PROPN
cana-2860	450	28	journal	journal	PROPN
cana-2860	450	29	of	of	ADP
cana-2860	450	30	electronics	electronic	NOUN
cana-2860	450	31	and	and	CCONJ
cana-2860	450	32	communication	communication	NOUN
cana-2860	450	33	engineering	engineering	NOUN
cana-2860	450	34	,	,	PUNCT
cana-2860	450	35	2023	2023	NUM
cana-2860	450	36	,	,	PUNCT
cana-2860	450	37	10(6	10(6	NUM
cana-2860	450	38	)	)	PUNCT
cana-2860	450	39	,	,	PUNCT
cana-2860	450	40	pp	pp	ADV
cana-2860	450	41	.	.	PUNCT
cana-2860	451	1	23–32	23–32	NUM
cana-2860	452	1	[	[	X
cana-2860	452	2	47	47	NUM
cana-2860	452	3	]	]	X
cana-2860	452	4	paygude	paygude	NOUN
cana-2860	452	5	,	,	PUNCT
cana-2860	452	6	p	p	X
cana-2860	452	7	..	..	PUNCT
cana-2860	452	8	,	,	PUNCT
cana-2860	452	9	singh	singh	PROPN
cana-2860	452	10	,	,	PUNCT
cana-2860	452	11	a	a	PRON
cana-2860	452	12	..	..	PUNCT
cana-2860	452	13	,	,	PUNCT
cana-2860	452	14	tripathi	tripathi	PROPN
cana-2860	452	15	,	,	PUNCT
cana-2860	452	16	e	e	PROPN
cana-2860	452	17	..	..	PROPN
cana-2860	452	18	,	,	PUNCT
cana-2860	452	19	priya	priya	PROPN
cana-2860	452	20	,	,	PUNCT
cana-2860	452	21	s	s	PROPN
cana-2860	452	22	..	..	PUNCT
cana-2860	452	23	,	,	PUNCT
cana-2860	452	24	gayakwad	gayakwad	NOUN
cana-2860	452	25	,	,	PUNCT
cana-2860	452	26	m	m	PROPN
cana-2860	452	27	..	..	PUNCT
cana-2860	452	28	,	,	PUNCT
cana-2860	452	29	chavan	chavan	PROPN
cana-2860	452	30	,	,	PUNCT
cana-2860	452	31	p	p	X
cana-2860	452	32	..	..	PUNCT
cana-2860	452	33	,	,	PUNCT
cana-2860	452	34	chaudhary	chaudhary	PROPN
cana-2860	452	35	,	,	PUNCT
cana-2860	452	36	s	s	PROPN
cana-2860	452	37	..	..	PROPN
cana-2860	452	38	,	,	PUNCT
cana-2860	452	39	joshi	joshi	PROPN
cana-2860	452	40	,	,	PUNCT
cana-2860	452	41	r	r	PROPN
cana-2860	452	42	..	..	PUNCT
cana-2860	452	43	,	,	PUNCT
cana-2860	452	44	&	&	CCONJ
cana-2860	452	45	kotecha	kotecha	PROPN
cana-2860	452	46	,	,	PUNCT
cana-2860	452	47	k	k	X
cana-2860	452	48	..	..	PUNCT
cana-2860	452	49	(	(	PUNCT
cana-2860	452	50	2023	2023	NUM
cana-2860	452	51	)	)	PUNCT
cana-2860	452	52	.	.	PUNCT
cana-2860	453	1	[	[	X
cana-2860	453	2	48	48	NUM
cana-2860	453	3	]	]	PUNCT
cana-2860	453	4	a	a	DET
cana-2860	453	5	parameter	parameter	NOUN
cana-2860	453	6	-	-	PUNCT
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cana-2860	453	11	deep	deep	ADJ
cana-2860	453	12	learning	learning	NOUN
cana-2860	453	13	algorithms	algorithm	NOUN
cana-2860	453	14	for	for	ADP
cana-2860	453	15	stock	stock	NOUN
cana-2860	453	16	price	price	NOUN
cana-2860	453	17	prediction	prediction	NOUN
cana-2860	453	18	.	.	PUNCT
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cana-2860	454	14	)	)	PUNCT
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cana-2860	454	16	138–146	138–146	NUM
cana-2860	454	17	.	.	PUNCT
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cana-2860	455	3	]	]	PUNCT
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cana-2860	455	5	,	,	PUNCT
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cana-2860	455	25	(	(	PUNCT
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cana-2860	455	27	)	)	PUNCT
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cana-2860	455	31	a	a	DET
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cana-2860	455	40	and	and	CCONJ
cana-2860	455	41	searching	search	VERB
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cana-2860	455	43	.	.	PUNCT
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cana-2860	456	10	,	,	PUNCT
cana-2860	456	11	11(3	11(3	NUM
cana-2860	456	12	)	)	PUNCT
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cana-2860	456	15	-	-	SYM
cana-2860	456	16	720	720	NUM
cana-2860	456	17	.	.	PUNCT
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cana-2860	457	2	50	50	NUM
cana-2860	457	3	]	]	X
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cana-2860	457	5	,	,	PUNCT
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cana-2860	457	8	,	,	PUNCT
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cana-2860	457	10	,	,	PUNCT
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cana-2860	457	17	.	.	PUNCT
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cana-2860	457	20	,	,	PUNCT
cana-2860	457	21	m.	m.	NOUN
cana-2860	457	22	.	.	PUNCT
cana-2860	457	23	,	,	PUNCT
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cana-2860	457	25	,	,	PUNCT
cana-2860	457	26	r.	r.	PROPN
cana-2860	457	27	.	.	PUNCT
cana-2860	457	28	,	,	PUNCT
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cana-2860	457	30	,	,	PUNCT
cana-2860	457	31	k.	k.	PROPN
cana-2860	457	32	.	.	PUNCT
cana-2860	457	33	,	,	PUNCT
cana-2860	457	34	&	&	CCONJ
cana-2860	457	35	jadhav	jadhav	PROPN
cana-2860	457	36	,	,	PUNCT
cana-2860	457	37	j.	j.	PROPN
cana-2860	457	38	.	.	PUNCT
cana-2860	458	1	(	(	PUNCT
cana-2860	458	2	2023	2023	NUM
cana-2860	458	3	)	)	PUNCT
cana-2860	458	4	.	.	PUNCT
cana-2860	459	1	automated	automate	VERB
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cana-2860	459	4	audio	audio	NOUN
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cana-2860	459	13	.	.	PUNCT
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cana-2860	460	7	trends	trend	NOUN
cana-2860	460	8	in	in	ADP
cana-2860	460	9	computing	computing	NOUN
cana-2860	460	10	and	and	CCONJ
cana-2860	460	11	communication	communication	NOUN
cana-2860	460	12	,	,	PUNCT
cana-2860	460	13	11(11s	11(11s	NOUN
cana-2860	460	14	)	)	PUNCT
cana-2860	460	15	,	,	PUNCT
cana-2860	460	16	487–492	487–492	NUM
cana-2860	460	17	.	.	PUNCT
cana-2860	460	18	https://doi.org/10.17762/ijritcc.v11i11s.8178	https://doi.org/10.17762/ijritcc.v11i11s.8178	X
cana-2860	461	1	[	[	X
cana-2860	461	2	51	51	NUM
cana-2860	461	3	]	]	X
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cana-2860	461	5	,	,	PUNCT
cana-2860	461	6	p.	p.	NOUN
cana-2860	461	7	.	.	PUNCT
cana-2860	462	1	,	,	PUNCT
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cana-2860	462	3	,	,	PUNCT
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cana-2860	462	5	.	.	PUNCT
cana-2860	463	1	,	,	PUNCT
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cana-2860	463	3	,	,	PUNCT
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cana-2860	463	8	,	,	PUNCT
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cana-2860	463	10	.	.	PUNCT
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cana-2860	463	16	,	,	PUNCT
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cana-2860	463	18	,	,	PUNCT
cana-2860	463	19	g.	g.	PROPN
cana-2860	463	20	,	,	PUNCT
cana-2860	463	21	joshi	joshi	PROPN
cana-2860	463	22	,	,	PUNCT
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cana-2860	463	24	,	,	PUNCT
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cana-2860	463	26	,	,	PUNCT
cana-2860	463	27	s.	s.	PROPN
cana-2860	463	28	,	,	PUNCT
cana-2860	463	29	&	&	CCONJ
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cana-2860	463	31	,	,	PUNCT
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cana-2860	464	1	(	(	PUNCT
cana-2860	464	2	2023	2023	NUM
cana-2860	464	3	)	)	PUNCT
cana-2860	464	4	.	.	PUNCT
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cana-2860	465	11	.	.	PUNCT
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cana-2860	466	7	trends	trend	NOUN
cana-2860	466	8	in	in	ADP
cana-2860	466	9	computing	computing	NOUN
cana-2860	466	10	and	and	CCONJ
cana-2860	466	11	communication	communication	NOUN
cana-2860	466	12	,	,	PUNCT
cana-2860	466	13	11(10s	11(10s	NUM
cana-2860	466	14	)	)	PUNCT
cana-2860	466	15	,	,	PUNCT
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cana-2860	466	17	.	.	PUNCT
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cana-2860	468	3	]	]	PUNCT
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cana-2860	469	7	system	system	NOUN
cana-2860	469	8	using	use	VERB
cana-2860	469	9	hand	hand	NOUN
cana-2860	469	10	gestures	gesture	NOUN
cana-2860	469	11	for	for	ADP
cana-2860	469	12	web	web	NOUN
cana-2860	469	13	service	service	NOUN
cana-2860	469	14	discovery	discovery	NOUN
cana-2860	469	15	.	.	PUNCT
cana-2860	469	16	"	"	PUNCT
cana-2860	470	1	international	international	ADJ
cana-2860	470	2	journal	journal	NOUN
cana-2860	470	3	of	of	ADP
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cana-2860	470	5	systems	system	NOUN
cana-2860	470	6	and	and	CCONJ
cana-2860	470	7	applications	application	NOUN
cana-2860	470	8	in	in	ADP
cana-2860	470	9	engineering	engineer	VERB
cana-2860	470	10	12.13s	12.13s	PROPN
cana-2860	470	11	(	(	PUNCT
cana-2860	470	12	2024	2024	NUM
cana-2860	470	13	):	):	PUNCT
cana-2860	470	14	663	663	NUM
cana-2860	470	15	-	-	SYM
cana-2860	470	16	672	672	NUM
cana-2860	470	17	.	.	PUNCT
cana-2860	471	1	[	[	X
cana-2860	471	2	53	53	NUM
cana-2860	471	3	]	]	PUNCT
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cana-2860	471	5	jane	jane	PROPN
cana-2860	471	6	.	.	PUNCT
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cana-2860	472	2	,	,	PUNCT
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cana-2860	472	12	on	on	ADP
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cana-2860	472	22	.	.	PUNCT
cana-2860	473	1	special	special	ADJ
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cana-2860	473	11	 	 	SPACE
cana-2860	473	12	:	:	PUNCT
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cana-2860	473	14	of	of	ADP
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cana-2860	473	17	acm	acm	NOUN
cana-2860	473	18	sigplan	sigplan	NOUN
cana-2860	473	19	/	/	SYM
cana-2860	473	20	sigbed	sigbed	NOUN
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cana-2860	473	30	embedded	embed	VERB
cana-2860	473	31	systems	system	NOUN
cana-2860	473	32	 	 	SPACE
cana-2860	473	33	:	:	PUNCT
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cana-2860	473	36	-	-	SYM
cana-2860	473	37	16	16	NUM
cana-2860	473	38	,	,	PUNCT
cana-2860	473	39	2006	2006	NUM
cana-2860	473	40	,	,	PUNCT
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cana-2860	473	42	,	,	PUNCT
cana-2860	473	43	ontario	ontario	PROPN
cana-2860	473	44	,	,	PUNCT
cana-2860	473	45	canada	canada	PROPN
cana-2860	473	46	.	.	PUNCT
cana-2860	474	1	association	association	PROPN
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cana-2860	474	3	computing	compute	VERB
cana-2860	474	4	machinery	machinery	NOUN
cana-2860	474	5	,	,	PUNCT
cana-2860	474	6	2006	2006	NUM
cana-2860	474	7	.	.	PUNCT