id	sid	tid	token	lemma	pos
cana-6075	1	1	communications	communication	NOUN
cana-6075	1	2	on	on	ADP
cana-6075	1	3	applied	apply	VERB
cana-6075	1	4	nonlinear	nonlinear	ADJ
cana-6075	1	5	analysis	analysis	NOUN
cana-6075	1	6	issn	issn	NOUN
cana-6075	1	7	:	:	PUNCT
cana-6075	1	8	1074	1074	NUM
cana-6075	1	9	-	-	PUNCT
cana-6075	1	10	133x	133x	NUM
cana-6075	1	11	vol	vol	NOUN
cana-6075	1	12	31	31	NUM
cana-6075	1	13	no	no	NOUN
cana-6075	1	14	.	.	PUNCT
cana-6075	2	1	5s	5s	NUM
cana-6075	2	2	(	(	PUNCT
cana-6075	2	3	2024	2024	NUM
cana-6075	2	4	)	)	PUNCT
cana-6075	2	5	592	592	NUM
cana-6075	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6075	2	7	beyond	beyond	ADP
cana-6075	2	8	accessibility	accessibility	NOUN
cana-6075	2	9	reports	report	NOUN
cana-6075	2	10	:	:	PUNCT
cana-6075	2	11	ai	ai	VERB
cana-6075	2	12	-	-	PUNCT
cana-6075	2	13	driven	drive	VERB
cana-6075	2	14	wcag	wcag	PROPN
cana-6075	2	15	remediation	remediation	NOUN
cana-6075	2	16	at	at	ADP
cana-6075	2	17	scale	scale	PROPN
cana-6075	2	18	naga	naga	NOUN
cana-6075	2	19	v	v	ADP
cana-6075	2	20	k	k	PROPN
cana-6075	2	21	abhinav	abhinav	PROPN
cana-6075	2	22	vedanbhatla	vedanbhatla	PROPN
cana-6075	2	23	associate	associate	NOUN
cana-6075	2	24	systems	system	NOUN
cana-6075	2	25	architect	architect	NOUN
cana-6075	2	26	,	,	PUNCT
cana-6075	2	27	la	la	PROPN
cana-6075	2	28	-	-	PROPN
cana-6075	2	29	z	z	NOUN
cana-6075	2	30	-	-	PUNCT
cana-6075	2	31	boy	boy	PROPN
cana-6075	2	32	inc	inc	PROPN
cana-6075	2	33	,	,	PUNCT
cana-6075	2	34	michigan	michigan	PROPN
cana-6075	2	35	,	,	PUNCT
cana-6075	2	36	usa	usa	PROPN
cana-6075	2	37	article	article	PROPN
cana-6075	2	38	history	history	NOUN
cana-6075	2	39	:	:	PUNCT
cana-6075	2	40	received:01/03/2024	received:01/03/2024	NOUN
cana-6075	2	41	revised	revised	NOUN
cana-6075	2	42	:	:	PUNCT
cana-6075	2	43	06/04/2024	06/04/2024	NUM
cana-6075	2	44	accepted	accept	VERB
cana-6075	2	45	:	:	PUNCT
cana-6075	2	46	30/05/2024	30/05/2024	NUM
cana-6075	2	47	abstract	abstract	NOUN
cana-6075	2	48	:	:	PUNCT
cana-6075	2	49	the	the	DET
cana-6075	2	50	web	web	NOUN
cana-6075	2	51	content	content	NOUN
cana-6075	2	52	accessibility	accessibility	NOUN
cana-6075	2	53	guidelines	guideline	NOUN
cana-6075	2	54	(	(	PUNCT
cana-6075	2	55	wcag	wcag	PROPN
cana-6075	2	56	)	)	PUNCT
cana-6075	2	57	establish	establish	VERB
cana-6075	2	58	the	the	DET
cana-6075	2	59	global	global	ADJ
cana-6075	2	60	benchmark	benchmark	NOUN
cana-6075	2	61	for	for	ADP
cana-6075	2	62	digital	digital	ADJ
cana-6075	2	63	accessibility	accessibility	NOUN
cana-6075	2	64	,	,	PUNCT
cana-6075	2	65	yet	yet	CCONJ
cana-6075	2	66	existing	exist	VERB
cana-6075	2	67	compliance	compliance	NOUN
cana-6075	2	68	practices	practice	NOUN
cana-6075	2	69	remain	remain	VERB
cana-6075	2	70	disproportionately	disproportionately	ADV
cana-6075	2	71	focused	focus	VERB
cana-6075	2	72	on	on	ADP
cana-6075	2	73	detection	detection	NOUN
cana-6075	2	74	rather	rather	ADV
cana-6075	2	75	than	than	ADP
cana-6075	2	76	remediation	remediation	NOUN
cana-6075	2	77	.	.	PUNCT
cana-6075	3	1	automated	automate	VERB
cana-6075	3	2	analyzers	analyzer	NOUN
cana-6075	3	3	routinely	routinely	ADV
cana-6075	3	4	identify	identify	VERB
cana-6075	3	5	extensive	extensive	ADJ
cana-6075	3	6	violations	violation	NOUN
cana-6075	3	7	across	across	ADP
cana-6075	3	8	websites	website	NOUN
cana-6075	3	9	,	,	PUNCT
cana-6075	3	10	documents	document	NOUN
cana-6075	3	11	,	,	PUNCT
cana-6075	3	12	and	and	CCONJ
cana-6075	3	13	multimedia	multimedia	NOUN
cana-6075	3	14	resources	resource	NOUN
cana-6075	3	15	,	,	PUNCT
cana-6075	3	16	but	but	CCONJ
cana-6075	3	17	without	without	ADP
cana-6075	3	18	effective	effective	ADJ
cana-6075	3	19	remediation	remediation	NOUN
cana-6075	3	20	,	,	PUNCT
cana-6075	3	21	these	these	DET
cana-6075	3	22	outputs	output	NOUN
cana-6075	3	23	neither	neither	CCONJ
cana-6075	3	24	enhance	enhance	VERB
cana-6075	3	25	user	user	NOUN
cana-6075	3	26	experience	experience	NOUN
cana-6075	3	27	nor	nor	CCONJ
cana-6075	3	28	mitigate	mitigate	VERB
cana-6075	3	29	legal	legal	ADJ
cana-6075	3	30	and	and	CCONJ
cana-6075	3	31	reputational	reputational	ADJ
cana-6075	3	32	risk	risk	NOUN
cana-6075	3	33	.	.	PUNCT
cana-6075	4	1	this	this	DET
cana-6075	4	2	study	study	NOUN
cana-6075	4	3	underscores	underscore	VERB
cana-6075	4	4	the	the	DET
cana-6075	4	5	centrality	centrality	NOUN
cana-6075	4	6	of	of	ADP
cana-6075	4	7	remediation	remediation	NOUN
cana-6075	4	8	in	in	ADP
cana-6075	4	9	accessibility	accessibility	NOUN
cana-6075	4	10	workflows	workflow	NOUN
cana-6075	4	11	,	,	PUNCT
cana-6075	4	12	analyzes	analyze	VERB
cana-6075	4	13	the	the	DET
cana-6075	4	14	technical	technical	ADJ
cana-6075	4	15	and	and	CCONJ
cana-6075	4	16	organizational	organizational	ADJ
cana-6075	4	17	challenges	challenge	NOUN
cana-6075	4	18	of	of	ADP
cana-6075	4	19	implementing	implement	VERB
cana-6075	4	20	large	large	ADJ
cana-6075	4	21	-	-	PUNCT
cana-6075	4	22	scale	scale	NOUN
cana-6075	4	23	fixes	fix	NOUN
cana-6075	4	24	,	,	PUNCT
cana-6075	4	25	and	and	CCONJ
cana-6075	4	26	proposes	propose	VERB
cana-6075	4	27	an	an	DET
cana-6075	4	28	ai	ai	VERB
cana-6075	4	29	-	-	PUNCT
cana-6075	4	30	augmented	augment	VERB
cana-6075	4	31	remediation	remediation	NOUN
cana-6075	4	32	architecture	architecture	NOUN
cana-6075	4	33	.	.	PUNCT
cana-6075	5	1	the	the	DET
cana-6075	5	2	framework	framework	NOUN
cana-6075	5	3	integrates	integrate	VERB
cana-6075	5	4	deterministic	deterministic	ADJ
cana-6075	5	5	rule	rule	NOUN
cana-6075	5	6	engines	engine	NOUN
cana-6075	5	7	,	,	PUNCT
cana-6075	5	8	machine	machine	NOUN
cana-6075	5	9	learning	learning	NOUN
cana-6075	5	10	(	(	PUNCT
cana-6075	5	11	ml	ml	NOUN
cana-6075	5	12	)	)	PUNCT
cana-6075	5	13	,	,	PUNCT
cana-6075	5	14	and	and	CCONJ
cana-6075	5	15	large	large	ADJ
cana-6075	5	16	language	language	NOUN
cana-6075	5	17	models	model	NOUN
cana-6075	5	18	(	(	PUNCT
cana-6075	5	19	llms	llm	NOUN
cana-6075	5	20	)	)	PUNCT
cana-6075	5	21	to	to	PART
cana-6075	5	22	enable	enable	VERB
cana-6075	5	23	scalable	scalable	ADJ
cana-6075	5	24	,	,	PUNCT
cana-6075	5	25	context	context	NOUN
cana-6075	5	26	-	-	PUNCT
cana-6075	5	27	aware	aware	ADJ
cana-6075	5	28	remediation	remediation	NOUN
cana-6075	5	29	supported	support	VERB
cana-6075	5	30	by	by	ADP
cana-6075	5	31	human	human	ADJ
cana-6075	5	32	oversight	oversight	NOUN
cana-6075	5	33	.	.	PUNCT
cana-6075	6	1	furthermore	furthermore	ADV
cana-6075	6	2	,	,	PUNCT
cana-6075	6	3	the	the	DET
cana-6075	6	4	paper	paper	NOUN
cana-6075	6	5	discusses	discuss	VERB
cana-6075	6	6	strategies	strategy	NOUN
cana-6075	6	7	for	for	ADP
cana-6075	6	8	embedding	embed	VERB
cana-6075	6	9	remediation	remediation	NOUN
cana-6075	6	10	into	into	ADP
cana-6075	6	11	enterprise	enterprise	NOUN
cana-6075	6	12	operations	operation	NOUN
cana-6075	6	13	and	and	CCONJ
cana-6075	6	14	outlines	outline	VERB
cana-6075	6	15	future	future	ADJ
cana-6075	6	16	directions	direction	NOUN
cana-6075	6	17	,	,	PUNCT
cana-6075	6	18	including	include	VERB
cana-6075	6	19	real	real	ADJ
cana-6075	6	20	-	-	PUNCT
cana-6075	6	21	time	time	NOUN
cana-6075	6	22	correction	correction	NOUN
cana-6075	6	23	,	,	PUNCT
cana-6075	6	24	multimodal	multimodal	NOUN
cana-6075	6	25	accessibility	accessibility	NOUN
cana-6075	6	26	support	support	NOUN
cana-6075	6	27	,	,	PUNCT
cana-6075	6	28	and	and	CCONJ
cana-6075	6	29	adaptive	adaptive	ADJ
cana-6075	6	30	ai	ai	ADJ
cana-6075	6	31	-	-	PUNCT
cana-6075	6	32	driven	drive	VERB
cana-6075	6	33	personalization	personalization	NOUN
cana-6075	6	34	.	.	PUNCT
cana-6075	7	1	keywords	keyword	NOUN
cana-6075	7	2	:	:	PUNCT
cana-6075	7	3	digital	digital	ADJ
cana-6075	7	4	accessibility	accessibility	NOUN
cana-6075	7	5	;	;	PUNCT
cana-6075	7	6	wcag	wcag	PROPN
cana-6075	7	7	;	;	PUNCT
cana-6075	7	8	accessibility	accessibility	NOUN
cana-6075	7	9	remediation	remediation	NOUN
cana-6075	7	10	;	;	PUNCT
cana-6075	7	11	artificial	artificial	ADJ
cana-6075	7	12	intelligence	intelligence	NOUN
cana-6075	7	13	;	;	PUNCT
cana-6075	7	14	large	large	ADJ
cana-6075	7	15	language	language	NOUN
cana-6075	7	16	models	model	NOUN
cana-6075	7	17	;	;	PUNCT
cana-6075	7	18	inclusive	inclusive	ADJ
cana-6075	7	19	design	design	NOUN
cana-6075	7	20	;	;	PUNCT
cana-6075	7	21	humanin	humanin	PROPN
cana-6075	7	22	-	-	PUNCT
cana-6075	7	23	the	the	DET
cana-6075	7	24	-	-	PUNCT
cana-6075	7	25	loop	loop	NOUN
cana-6075	7	26	i.	i.	PROPN
cana-6075	7	27	introduction	introduction	NOUN
cana-6075	7	28	digital	digital	ADJ
cana-6075	7	29	accessibility	accessibility	NOUN
cana-6075	7	30	has	have	AUX
cana-6075	7	31	become	become	VERB
cana-6075	7	32	a	a	DET
cana-6075	7	33	central	central	ADJ
cana-6075	7	34	concern	concern	NOUN
cana-6075	7	35	for	for	ADP
cana-6075	7	36	ensuring	ensure	VERB
cana-6075	7	37	inclusive	inclusive	ADJ
cana-6075	7	38	participation	participation	NOUN
cana-6075	7	39	in	in	ADP
cana-6075	7	40	the	the	DET
cana-6075	7	41	information	information	NOUN
cana-6075	7	42	society	society	NOUN
cana-6075	7	43	.	.	PUNCT
cana-6075	8	1	the	the	DET
cana-6075	8	2	web	web	NOUN
cana-6075	8	3	content	content	NOUN
cana-6075	8	4	accessibility	accessibility	NOUN
cana-6075	8	5	guidelines	guideline	NOUN
cana-6075	8	6	(	(	PUNCT
cana-6075	8	7	wcag	wcag	PROPN
cana-6075	8	8	)	)	PUNCT
cana-6075	8	9	serve	serve	VERB
cana-6075	8	10	as	as	ADP
cana-6075	8	11	the	the	DET
cana-6075	8	12	global	global	ADJ
cana-6075	8	13	reference	reference	NOUN
cana-6075	8	14	standard	standard	NOUN
cana-6075	8	15	for	for	ADP
cana-6075	8	16	accessibility	accessibility	NOUN
cana-6075	8	17	compliance	compliance	NOUN
cana-6075	8	18	,	,	PUNCT
cana-6075	8	19	guiding	guide	VERB
cana-6075	8	20	organizations	organization	NOUN
cana-6075	8	21	in	in	ADP
cana-6075	8	22	the	the	DET
cana-6075	8	23	design	design	NOUN
cana-6075	8	24	of	of	ADP
cana-6075	8	25	web	web	NOUN
cana-6075	8	26	,	,	PUNCT
cana-6075	8	27	document	document	NOUN
cana-6075	8	28	,	,	PUNCT
cana-6075	8	29	and	and	CCONJ
cana-6075	8	30	multimedia	multimedia	NOUN
cana-6075	8	31	content	content	NOUN
cana-6075	8	32	that	that	PRON
cana-6075	8	33	is	be	AUX
cana-6075	8	34	usable	usable	ADJ
cana-6075	8	35	by	by	ADP
cana-6075	8	36	individuals	individual	NOUN
cana-6075	8	37	with	with	ADP
cana-6075	8	38	diverse	diverse	ADJ
cana-6075	8	39	abilities	ability	NOUN
cana-6075	8	40	(	(	PUNCT
cana-6075	8	41	ara	ara	PROPN
cana-6075	8	42	&	&	CCONJ
cana-6075	8	43	sik	sik	PROPN
cana-6075	8	44	-	-	PUNCT
cana-6075	8	45	lanyi	lanyi	NOUN
cana-6075	8	46	,	,	PUNCT
cana-6075	8	47	2025	2025	NUM
cana-6075	8	48	;	;	PUNCT
cana-6075	8	49	lópez	lópez	NOUN
cana-6075	8	50	-	-	PUNCT
cana-6075	8	51	gil	gil	PROPN
cana-6075	8	52	&	&	CCONJ
cana-6075	8	53	pereira	pereira	PROPN
cana-6075	8	54	,	,	PUNCT
cana-6075	8	55	2024	2024	NUM
cana-6075	8	56	)	)	PUNCT
cana-6075	8	57	.	.	PUNCT
cana-6075	9	1	in	in	ADP
cana-6075	9	2	practice	practice	NOUN
cana-6075	9	3	,	,	PUNCT
cana-6075	9	4	however	however	ADV
cana-6075	9	5	,	,	PUNCT
cana-6075	9	6	accessibility	accessibility	NOUN
cana-6075	9	7	programs	program	NOUN
cana-6075	9	8	often	often	ADV
cana-6075	9	9	measure	measure	VERB
cana-6075	9	10	progress	progress	NOUN
cana-6075	9	11	primarily	primarily	ADV
cana-6075	9	12	by	by	ADP
cana-6075	9	13	the	the	DET
cana-6075	9	14	number	number	NOUN
cana-6075	9	15	of	of	ADP
cana-6075	9	16	violations	violation	NOUN
cana-6075	9	17	detected	detect	VERB
cana-6075	9	18	during	during	ADP
cana-6075	9	19	automated	automate	VERB
cana-6075	9	20	scans	scan	NOUN
cana-6075	9	21	or	or	CCONJ
cana-6075	9	22	audits	audits	NOUN
cana-6075	9	23	.	.	PUNCT
cana-6075	10	1	while	while	SCONJ
cana-6075	10	2	detection	detection	NOUN
cana-6075	10	3	is	be	AUX
cana-6075	10	4	critical	critical	ADJ
cana-6075	10	5	for	for	ADP
cana-6075	10	6	establishing	establish	VERB
cana-6075	10	7	visibility	visibility	NOUN
cana-6075	10	8	,	,	PUNCT
cana-6075	10	9	it	it	PRON
cana-6075	10	10	represents	represent	VERB
cana-6075	10	11	only	only	ADV
cana-6075	10	12	the	the	DET
cana-6075	10	13	initial	initial	ADJ
cana-6075	10	14	step	step	NOUN
cana-6075	10	15	in	in	ADP
cana-6075	10	16	the	the	DET
cana-6075	10	17	accessibility	accessibility	NOUN
cana-6075	10	18	lifecycle	lifecycle	NOUN
cana-6075	10	19	.	.	PUNCT
cana-6075	11	1	reports	report	NOUN
cana-6075	11	2	that	that	PRON
cana-6075	11	3	identify	identify	VERB
cana-6075	11	4	errors	error	NOUN
cana-6075	11	5	without	without	ADP
cana-6075	11	6	enabling	enable	VERB
cana-6075	11	7	effective	effective	ADJ
cana-6075	11	8	remediation	remediation	NOUN
cana-6075	11	9	fail	fail	VERB
cana-6075	11	10	to	to	PART
cana-6075	11	11	improve	improve	VERB
cana-6075	11	12	the	the	DET
cana-6075	11	13	lived	lived	ADJ
cana-6075	11	14	experience	experience	NOUN
cana-6075	11	15	of	of	ADP
cana-6075	11	16	users	user	NOUN
cana-6075	11	17	with	with	ADP
cana-6075	11	18	disabilities	disability	NOUN
cana-6075	11	19	or	or	CCONJ
cana-6075	11	20	reduce	reduce	VERB
cana-6075	11	21	institutional	institutional	ADJ
cana-6075	11	22	risk	risk	NOUN
cana-6075	11	23	exposure	exposure	NOUN
cana-6075	11	24	(	(	PUNCT
cana-6075	11	25	edwards	edwards	PROPN
cana-6075	11	26	et	et	PROPN
cana-6075	11	27	al	al	PROPN
cana-6075	11	28	.	.	PROPN
cana-6075	11	29	,	,	PUNCT
cana-6075	11	30	2023	2023	NUM
cana-6075	11	31	;	;	PUNCT
cana-6075	11	32	vera	vera	NOUN
cana-6075	11	33	-	-	PUNCT
cana-6075	11	34	amaro	amaro	NOUN
cana-6075	11	35	&	&	CCONJ
cana-6075	11	36	rojano	rojano	NOUN
cana-6075	11	37	-	-	NOUN
cana-6075	11	38	cáceres	cácere	NOUN
cana-6075	11	39	,	,	PUNCT
cana-6075	11	40	2025	2025	NUM
cana-6075	11	41	)	)	PUNCT
cana-6075	11	42	.	.	PUNCT
cana-6075	12	1	the	the	DET
cana-6075	12	2	central	central	ADJ
cana-6075	12	3	challenge	challenge	NOUN
cana-6075	12	4	lies	lie	VERB
cana-6075	12	5	in	in	ADP
cana-6075	12	6	closing	close	VERB
cana-6075	12	7	the	the	DET
cana-6075	12	8	gap	gap	NOUN
cana-6075	12	9	between	between	ADP
cana-6075	12	10	detection	detection	NOUN
cana-6075	12	11	and	and	CCONJ
cana-6075	12	12	remediation	remediation	NOUN
cana-6075	12	13	.	.	PUNCT
cana-6075	13	1	in	in	ADP
cana-6075	13	2	large	large	ADJ
cana-6075	13	3	enterprises	enterprise	NOUN
cana-6075	13	4	,	,	PUNCT
cana-6075	13	5	millions	million	NOUN
cana-6075	13	6	of	of	ADP
cana-6075	13	7	violations	violation	NOUN
cana-6075	13	8	may	may	AUX
cana-6075	13	9	accumulate	accumulate	VERB
cana-6075	13	10	across	across	ADP
cana-6075	13	11	heterogeneous	heterogeneous	ADJ
cana-6075	13	12	content	content	NOUN
cana-6075	13	13	ecosystems	ecosystem	NOUN
cana-6075	13	14	,	,	PUNCT
cana-6075	13	15	including	include	VERB
cana-6075	13	16	web	web	NOUN
cana-6075	13	17	applications	application	NOUN
cana-6075	13	18	,	,	PUNCT
cana-6075	13	19	legacy	legacy	NOUN
cana-6075	13	20	pdf	pdf	NOUN
cana-6075	13	21	archives	archive	NOUN
cana-6075	13	22	,	,	PUNCT
cana-6075	13	23	and	and	CCONJ
cana-6075	13	24	dynamic	dynamic	ADJ
cana-6075	13	25	multimedia	multimedia	NOUN
cana-6075	13	26	resources	resource	NOUN
cana-6075	13	27	(	(	PUNCT
cana-6075	13	28	ferrada	ferrada	NOUN
cana-6075	13	29	,	,	PUNCT
cana-6075	13	30	2022	2022	NUM
cana-6075	13	31	;	;	PUNCT
cana-6075	13	32	schmitt	schmitt	PROPN
cana-6075	13	33	-	-	PUNCT
cana-6075	13	34	koopmann	koopmann	PROPN
cana-6075	13	35	et	et	PROPN
cana-6075	13	36	al	al	PROPN
cana-6075	13	37	.	.	PROPN
cana-6075	13	38	,	,	PUNCT
cana-6075	13	39	2025	2025	NUM
cana-6075	13	40	)	)	PUNCT
cana-6075	13	41	.	.	PUNCT
cana-6075	14	1	addressing	address	VERB
cana-6075	14	2	these	these	DET
cana-6075	14	3	violations	violation	NOUN
cana-6075	14	4	at	at	ADP
cana-6075	14	5	scale	scale	NOUN
cana-6075	14	6	requires	require	VERB
cana-6075	14	7	both	both	CCONJ
cana-6075	14	8	technical	technical	ADJ
cana-6075	14	9	and	and	CCONJ
cana-6075	14	10	organizational	organizational	ADJ
cana-6075	14	11	strategies	strategy	NOUN
cana-6075	14	12	that	that	PRON
cana-6075	14	13	move	move	VERB
cana-6075	14	14	beyond	beyond	ADP
cana-6075	14	15	one	one	NUM
cana-6075	14	16	-	-	PUNCT
cana-6075	14	17	off	off	ADP
cana-6075	14	18	fixes	fix	NOUN
cana-6075	14	19	toward	toward	ADP
cana-6075	14	20	sustainable	sustainable	ADJ
cana-6075	14	21	,	,	PUNCT
cana-6075	14	22	systemic	systemic	ADJ
cana-6075	14	23	accessibility	accessibility	NOUN
cana-6075	14	24	practices	practice	NOUN
cana-6075	14	25	.	.	PUNCT
cana-6075	15	1	traditional	traditional	ADJ
cana-6075	15	2	remediation	remediation	NOUN
cana-6075	15	3	methods	method	NOUN
cana-6075	15	4	—	—	PUNCT
cana-6075	15	5	manual	manual	ADJ
cana-6075	15	6	correction	correction	NOUN
cana-6075	15	7	by	by	ADP
cana-6075	15	8	developers	developer	NOUN
cana-6075	15	9	,	,	PUNCT
cana-6075	15	10	content	content	NOUN
cana-6075	15	11	authors	author	NOUN
cana-6075	15	12	,	,	PUNCT
cana-6075	15	13	or	or	CCONJ
cana-6075	15	14	accessibility	accessibility	NOUN
cana-6075	15	15	specialists	specialist	NOUN
cana-6075	15	16	—	—	PUNCT
cana-6075	15	17	are	be	AUX
cana-6075	15	18	often	often	ADV
cana-6075	15	19	too	too	ADV
cana-6075	15	20	resourcecommunications	resourcecommunication	NOUN
cana-6075	15	21	on	on	ADP
cana-6075	15	22	applied	apply	VERB
cana-6075	15	23	nonlinear	nonlinear	ADJ
cana-6075	15	24	analysis	analysis	NOUN
cana-6075	15	25	issn	issn	NOUN
cana-6075	15	26	:	:	PUNCT
cana-6075	15	27	1074	1074	NUM
cana-6075	15	28	-	-	PUNCT
cana-6075	15	29	133x	133x	NUM
cana-6075	15	30	vol	vol	NOUN
cana-6075	15	31	31	31	NUM
cana-6075	15	32	no	no	NOUN
cana-6075	15	33	.	.	PUNCT
cana-6075	16	1	5s	5s	NUM
cana-6075	16	2	(	(	PUNCT
cana-6075	16	3	2024	2024	NUM
cana-6075	16	4	)	)	PUNCT
cana-6075	16	5	593	593	NUM
cana-6075	16	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6075	16	7	intensive	intensive	ADJ
cana-6075	16	8	and	and	CCONJ
cana-6075	16	9	inconsistent	inconsistent	ADJ
cana-6075	16	10	to	to	PART
cana-6075	16	11	address	address	VERB
cana-6075	16	12	high	high	ADJ
cana-6075	16	13	-	-	PUNCT
cana-6075	16	14	volume	volume	NOUN
cana-6075	16	15	and	and	CCONJ
cana-6075	16	16	semantically	semantically	ADV
cana-6075	16	17	complex	complex	ADJ
cana-6075	16	18	accessibility	accessibility	NOUN
cana-6075	16	19	barriers	barrier	NOUN
cana-6075	16	20	(	(	PUNCT
cana-6075	16	21	pal	pal	NOUN
cana-6075	16	22	et	et	PROPN
cana-6075	16	23	al	al	PROPN
cana-6075	16	24	.	.	PROPN
cana-6075	16	25	,	,	PUNCT
cana-6075	16	26	2025	2025	NUM
cana-6075	16	27	)	)	PUNCT
cana-6075	16	28	.	.	PUNCT
cana-6075	17	1	emerging	emerge	VERB
cana-6075	17	2	research	research	NOUN
cana-6075	17	3	points	point	NOUN
cana-6075	17	4	to	to	ADP
cana-6075	17	5	the	the	DET
cana-6075	17	6	transformative	transformative	ADJ
cana-6075	17	7	potential	potential	NOUN
cana-6075	17	8	of	of	ADP
cana-6075	17	9	artificial	artificial	ADJ
cana-6075	17	10	intelligence	intelligence	NOUN
cana-6075	17	11	(	(	PUNCT
cana-6075	17	12	ai	ai	NOUN
cana-6075	17	13	)	)	PUNCT
cana-6075	17	14	in	in	ADP
cana-6075	17	15	accessibility	accessibility	NOUN
cana-6075	17	16	remediation	remediation	NOUN
cana-6075	17	17	.	.	PUNCT
cana-6075	18	1	deterministic	deterministic	ADJ
cana-6075	18	2	rule	rule	NOUN
cana-6075	18	3	engines	engine	NOUN
cana-6075	18	4	can	can	AUX
cana-6075	18	5	automate	automate	VERB
cana-6075	18	6	predictable	predictable	ADJ
cana-6075	18	7	fixes	fix	NOUN
cana-6075	18	8	such	such	ADJ
cana-6075	18	9	as	as	ADP
cana-6075	18	10	heading	head	VERB
cana-6075	18	11	hierarchy	hierarchy	NOUN
cana-6075	18	12	or	or	CCONJ
cana-6075	18	13	aria	aria	NOUN
cana-6075	18	14	tagging	tagging	NOUN
cana-6075	18	15	,	,	PUNCT
cana-6075	18	16	while	while	SCONJ
cana-6075	18	17	machine	machine	NOUN
cana-6075	18	18	learning	learning	NOUN
cana-6075	18	19	(	(	PUNCT
cana-6075	18	20	ml	ml	NOUN
cana-6075	18	21	)	)	PUNCT
cana-6075	18	22	techniques	technique	NOUN
cana-6075	18	23	detect	detect	NOUN
cana-6075	18	24	anomalies	anomaly	NOUN
cana-6075	18	25	and	and	CCONJ
cana-6075	18	26	structural	structural	ADJ
cana-6075	18	27	inconsistencies	inconsistency	NOUN
cana-6075	18	28	in	in	ADP
cana-6075	18	29	document	document	NOUN
cana-6075	18	30	layouts	layout	NOUN
cana-6075	18	31	(	(	PUNCT
cana-6075	18	32	qiao	qiao	PROPN
cana-6075	18	33	et	et	PROPN
cana-6075	18	34	al	al	PROPN
cana-6075	18	35	.	.	PROPN
cana-6075	18	36	,	,	PUNCT
cana-6075	18	37	2024	2024	NUM
cana-6075	18	38	;	;	PUNCT
cana-6075	18	39	li	li	PROPN
cana-6075	18	40	et	et	PROPN
cana-6075	18	41	al	al	PROPN
cana-6075	18	42	.	.	PROPN
cana-6075	18	43	,	,	PUNCT
cana-6075	18	44	2024	2024	NUM
cana-6075	18	45	)	)	PUNCT
cana-6075	18	46	.	.	PUNCT
cana-6075	19	1	more	more	ADV
cana-6075	19	2	recently	recently	ADV
cana-6075	19	3	,	,	PUNCT
cana-6075	19	4	large	large	ADJ
cana-6075	19	5	language	language	NOUN
cana-6075	19	6	models	model	NOUN
cana-6075	19	7	(	(	PUNCT
cana-6075	19	8	llms	llm	NOUN
cana-6075	19	9	)	)	PUNCT
cana-6075	19	10	have	have	AUX
cana-6075	19	11	been	be	AUX
cana-6075	19	12	applied	apply	VERB
cana-6075	19	13	to	to	ADP
cana-6075	19	14	accessibility	accessibility	NOUN
cana-6075	19	15	tasks	task	NOUN
cana-6075	19	16	requiring	require	VERB
cana-6075	19	17	semantic	semantic	ADJ
cana-6075	19	18	understanding	understanding	NOUN
cana-6075	19	19	,	,	PUNCT
cana-6075	19	20	such	such	ADJ
cana-6075	19	21	as	as	ADP
cana-6075	19	22	generating	generate	VERB
cana-6075	19	23	meaningful	meaningful	ADJ
cana-6075	19	24	alternative	alternative	ADJ
cana-6075	19	25	text	text	NOUN
cana-6075	19	26	,	,	PUNCT
cana-6075	19	27	clarifying	clarify	VERB
cana-6075	19	28	ambiguous	ambiguous	ADJ
cana-6075	19	29	link	link	NOUN
cana-6075	19	30	purposes	purpose	NOUN
cana-6075	19	31	,	,	PUNCT
cana-6075	19	32	and	and	CCONJ
cana-6075	19	33	restructuring	restructure	VERB
cana-6075	19	34	complex	complex	ADJ
cana-6075	19	35	content	content	NOUN
cana-6075	19	36	for	for	ADP
cana-6075	19	37	logical	logical	ADJ
cana-6075	19	38	flow	flow	NOUN
cana-6075	19	39	(	(	PUNCT
cana-6075	19	40	lópez	lópez	NOUN
cana-6075	19	41	-	-	PUNCT
cana-6075	19	42	gil	gil	PROPN
cana-6075	19	43	&	&	CCONJ
cana-6075	19	44	pereira	pereira	PROPN
cana-6075	19	45	,	,	PUNCT
cana-6075	19	46	2024	2024	NUM
cana-6075	19	47	;	;	PUNCT
cana-6075	19	48	smits	smit	NOUN
cana-6075	19	49	et	et	PROPN
cana-6075	19	50	al	al	PROPN
cana-6075	19	51	.	.	PROPN
cana-6075	19	52	,	,	PUNCT
cana-6075	19	53	2024	2024	NUM
cana-6075	19	54	)	)	PUNCT
cana-6075	19	55	.	.	PUNCT
cana-6075	20	1	however	however	ADV
cana-6075	20	2	,	,	PUNCT
cana-6075	20	3	automated	automate	VERB
cana-6075	20	4	remediation	remediation	NOUN
cana-6075	20	5	can	can	AUX
cana-6075	20	6	not	not	PART
cana-6075	20	7	be	be	AUX
cana-6075	20	8	fully	fully	ADV
cana-6075	20	9	effective	effective	ADJ
cana-6075	20	10	without	without	ADP
cana-6075	20	11	human	human	ADJ
cana-6075	20	12	oversight	oversight	NOUN
cana-6075	20	13	to	to	PART
cana-6075	20	14	validate	validate	VERB
cana-6075	20	15	corrections	correction	NOUN
cana-6075	20	16	,	,	PUNCT
cana-6075	20	17	refine	refine	NOUN
cana-6075	20	18	models	model	NOUN
cana-6075	20	19	,	,	PUNCT
cana-6075	20	20	and	and	CCONJ
cana-6075	20	21	address	address	NOUN
cana-6075	20	22	edge	edge	NOUN
cana-6075	20	23	cases	case	NOUN
cana-6075	20	24	(	(	PUNCT
cana-6075	20	25	mack	mack	PROPN
cana-6075	20	26	et	et	PROPN
cana-6075	20	27	al	al	PROPN
cana-6075	20	28	.	.	PROPN
cana-6075	20	29	,	,	PUNCT
cana-6075	20	30	2021	2021	NUM
cana-6075	20	31	;	;	PUNCT
cana-6075	20	32	kim	kim	PROPN
cana-6075	20	33	et	et	PROPN
cana-6075	20	34	al	al	PROPN
cana-6075	20	35	.	.	PROPN
cana-6075	20	36	,	,	PUNCT
cana-6075	20	37	2023	2023	NUM
cana-6075	20	38	)	)	PUNCT
cana-6075	20	39	.	.	PUNCT
cana-6075	21	1	1	1	X
cana-6075	21	2	.	.	X
cana-6075	21	3	analyzing	analyze	VERB
cana-6075	21	4	the	the	DET
cana-6075	21	5	multi	multi	ADJ
cana-6075	21	6	-	-	ADJ
cana-6075	21	7	dimensional	dimensional	ADJ
cana-6075	21	8	challenges	challenge	NOUN
cana-6075	21	9	of	of	ADP
cana-6075	21	10	large	large	ADJ
cana-6075	21	11	-	-	PUNCT
cana-6075	21	12	scale	scale	NOUN
cana-6075	21	13	wcag	wcag	PROPN
cana-6075	21	14	remediation	remediation	NOUN
cana-6075	21	15	.	.	PUNCT
cana-6075	22	1	2	2	X
cana-6075	22	2	.	.	X
cana-6075	22	3	proposing	propose	VERB
cana-6075	22	4	an	an	DET
cana-6075	22	5	ai	ai	ADJ
cana-6075	22	6	-	-	PUNCT
cana-6075	22	7	augmented	augment	VERB
cana-6075	22	8	remediation	remediation	NOUN
cana-6075	22	9	architecture	architecture	NOUN
cana-6075	22	10	that	that	PRON
cana-6075	22	11	integrates	integrate	VERB
cana-6075	22	12	rule	rule	NOUN
cana-6075	22	13	engines	engine	NOUN
cana-6075	22	14	,	,	PUNCT
cana-6075	22	15	ml	ml	NOUN
cana-6075	22	16	,	,	PUNCT
cana-6075	22	17	llms	llm	NOUN
cana-6075	22	18	,	,	PUNCT
cana-6075	22	19	and	and	CCONJ
cana-6075	22	20	human	human	NOUN
cana-6075	22	21	-	-	PUNCT
cana-6075	22	22	in	in	ADP
cana-6075	22	23	-	-	PUNCT
cana-6075	22	24	the	the	DET
cana-6075	22	25	-	-	PUNCT
cana-6075	22	26	loop	loop	NOUN
cana-6075	22	27	validation	validation	NOUN
cana-6075	22	28	.	.	PUNCT
cana-6075	23	1	3	3	X
cana-6075	23	2	.	.	X
cana-6075	23	3	exploring	explore	VERB
cana-6075	23	4	strategies	strategy	NOUN
cana-6075	23	5	for	for	ADP
cana-6075	23	6	embedding	embed	VERB
cana-6075	23	7	remediation	remediation	NOUN
cana-6075	23	8	into	into	ADP
cana-6075	23	9	enterprise	enterprise	NOUN
cana-6075	23	10	operations	operation	NOUN
cana-6075	23	11	,	,	PUNCT
cana-6075	23	12	including	include	VERB
cana-6075	23	13	shift	shift	NOUN
cana-6075	23	14	-	-	PUNCT
cana-6075	23	15	left	leave	VERB
cana-6075	23	16	accessibility	accessibility	NOUN
cana-6075	23	17	practices	practice	NOUN
cana-6075	23	18	,	,	PUNCT
cana-6075	23	19	remediation	remediation	NOUN
cana-6075	23	20	teams	team	NOUN
cana-6075	23	21	,	,	PUNCT
cana-6075	23	22	and	and	CCONJ
cana-6075	23	23	ci	ci	PROPN
cana-6075	23	24	/	/	SYM
cana-6075	23	25	cd	cd	NOUN
cana-6075	23	26	pipeline	pipeline	NOUN
cana-6075	23	27	integration	integration	NOUN
cana-6075	23	28	.	.	PUNCT
cana-6075	24	1	4	4	X
cana-6075	24	2	.	.	X
cana-6075	24	3	outlining	outline	VERB
cana-6075	24	4	future	future	ADJ
cana-6075	24	5	directions	direction	NOUN
cana-6075	24	6	for	for	ADP
cana-6075	24	7	real	real	ADJ
cana-6075	24	8	-	-	PUNCT
cana-6075	24	9	time	time	NOUN
cana-6075	24	10	and	and	CCONJ
cana-6075	24	11	multimodal	multimodal	NOUN
cana-6075	24	12	ai	ai	ADJ
cana-6075	24	13	-	-	PUNCT
cana-6075	24	14	driven	drive	VERB
cana-6075	24	15	remediation	remediation	NOUN
cana-6075	24	16	.	.	PUNCT
cana-6075	25	1	ii	ii	PROPN
cana-6075	25	2	.	.	PUNCT
cana-6075	26	1	why	why	SCONJ
cana-6075	26	2	remediation	remediation	NOUN
cana-6075	26	3	matters	matter	VERB
cana-6075	26	4	more	more	ADV
cana-6075	26	5	than	than	ADP
cana-6075	26	6	detection	detection	NOUN
cana-6075	26	7	most	most	ADJ
cana-6075	26	8	accessibility	accessibility	NOUN
cana-6075	26	9	programs	program	NOUN
cana-6075	26	10	still	still	ADV
cana-6075	26	11	emphasize	emphasize	VERB
cana-6075	26	12	detection	detection	NOUN
cana-6075	26	13	as	as	ADP
cana-6075	26	14	the	the	DET
cana-6075	26	15	principal	principal	ADJ
cana-6075	26	16	measure	measure	NOUN
cana-6075	26	17	of	of	ADP
cana-6075	26	18	compliance	compliance	NOUN
cana-6075	26	19	,	,	PUNCT
cana-6075	26	20	typically	typically	ADV
cana-6075	26	21	through	through	ADP
cana-6075	26	22	periodic	periodic	ADJ
cana-6075	26	23	scans	scan	NOUN
cana-6075	26	24	or	or	CCONJ
cana-6075	26	25	automated	automate	VERB
cana-6075	26	26	reports	report	NOUN
cana-6075	26	27	.	.	PUNCT
cana-6075	27	1	detection	detection	NOUN
cana-6075	27	2	answers	answer	VERB
cana-6075	27	3	the	the	DET
cana-6075	27	4	question	question	NOUN
cana-6075	27	5	“	"	PUNCT
cana-6075	27	6	what	what	PRON
cana-6075	27	7	is	be	AUX
cana-6075	27	8	wrong	wrong	ADJ
cana-6075	27	9	?	?	PUNCT
cana-6075	27	10	”	"	PUNCT
cana-6075	27	11	;	;	PUNCT
cana-6075	27	12	however	however	ADV
cana-6075	27	13	,	,	PUNCT
cana-6075	27	14	it	it	PRON
cana-6075	27	15	does	do	AUX
cana-6075	27	16	not	not	PART
cana-6075	27	17	address	address	VERB
cana-6075	27	18	the	the	DET
cana-6075	27	19	more	more	ADV
cana-6075	27	20	consequential	consequential	ADJ
cana-6075	27	21	question	question	NOUN
cana-6075	27	22	:	:	PUNCT
cana-6075	27	23	“	"	PUNCT
cana-6075	27	24	how	how	SCONJ
cana-6075	27	25	do	do	AUX
cana-6075	27	26	we	we	PRON
cana-6075	27	27	fix	fix	VERB
cana-6075	27	28	it	it	PRON
cana-6075	27	29	and	and	CCONJ
cana-6075	27	30	keep	keep	VERB
cana-6075	27	31	it	it	PRON
cana-6075	27	32	fixed	fix	VERB
cana-6075	27	33	?	?	PUNCT
cana-6075	27	34	”	"	PUNCT
cana-6075	28	1	(	(	PUNCT
cana-6075	28	2	edwards	edwards	PROPN
cana-6075	28	3	et	et	PROPN
cana-6075	28	4	al	al	PROPN
cana-6075	28	5	.	.	PROPN
cana-6075	28	6	,	,	PUNCT
cana-6075	28	7	2023	2023	NUM
cana-6075	28	8	;	;	PUNCT
cana-6075	28	9	vera	vera	NOUN
cana-6075	28	10	-	-	PUNCT
cana-6075	28	11	amaro	amaro	NOUN
cana-6075	28	12	&	&	CCONJ
cana-6075	28	13	rojano	rojano	NOUN
cana-6075	28	14	-	-	NOUN
cana-6075	28	15	cáceres	cácere	NOUN
cana-6075	28	16	,	,	PUNCT
cana-6075	28	17	2025	2025	NUM
cana-6075	28	18	)	)	PUNCT
cana-6075	28	19	.	.	PUNCT
cana-6075	29	1	while	while	SCONJ
cana-6075	29	2	detection	detection	NOUN
cana-6075	29	3	creates	create	VERB
cana-6075	29	4	awareness	awareness	NOUN
cana-6075	29	5	of	of	ADP
cana-6075	29	6	accessibility	accessibility	NOUN
cana-6075	29	7	barriers	barrier	NOUN
cana-6075	29	8	,	,	PUNCT
cana-6075	29	9	remediation	remediation	NOUN
cana-6075	29	10	produces	produce	VERB
cana-6075	29	11	tangible	tangible	ADJ
cana-6075	29	12	user	user	NOUN
cana-6075	29	13	impact	impact	NOUN
cana-6075	29	14	by	by	ADP
cana-6075	29	15	converting	convert	VERB
cana-6075	29	16	inaccessible	inaccessible	ADJ
cana-6075	29	17	assets	asset	NOUN
cana-6075	29	18	into	into	ADP
cana-6075	29	19	accessible	accessible	ADJ
cana-6075	29	20	,	,	PUNCT
cana-6075	29	21	wcag	wcag	PROPN
cana-6075	29	22	-	-	PUNCT
cana-6075	29	23	compliant	compliant	ADJ
cana-6075	29	24	content	content	NOUN
cana-6075	29	25	.	.	PUNCT
cana-6075	30	1	table	table	NOUN
cana-6075	30	2	1	1	NUM
cana-6075	30	3	contrasts	contrast	VERB
cana-6075	30	4	the	the	DET
cana-6075	30	5	roles	role	NOUN
cana-6075	30	6	of	of	ADP
cana-6075	30	7	detection	detection	NOUN
cana-6075	30	8	and	and	CCONJ
cana-6075	30	9	remediation	remediation	NOUN
cana-6075	30	10	in	in	ADP
cana-6075	30	11	accessibility	accessibility	NOUN
cana-6075	30	12	workflows	workflow	NOUN
cana-6075	30	13	.	.	PUNCT
cana-6075	31	1	detection	detection	NOUN
cana-6075	31	2	generates	generate	VERB
cana-6075	31	3	a	a	DET
cana-6075	31	4	list	list	NOUN
cana-6075	31	5	of	of	ADP
cana-6075	31	6	issues	issue	NOUN
cana-6075	31	7	,	,	PUNCT
cana-6075	31	8	serving	serve	VERB
cana-6075	31	9	primarily	primarily	ADV
cana-6075	31	10	as	as	ADP
cana-6075	31	11	a	a	DET
cana-6075	31	12	diagnostic	diagnostic	ADJ
cana-6075	31	13	tool	tool	NOUN
cana-6075	31	14	,	,	PUNCT
cana-6075	31	15	whereas	whereas	SCONJ
cana-6075	31	16	remediation	remediation	NOUN
cana-6075	31	17	delivers	deliver	VERB
cana-6075	31	18	accessible	accessible	ADJ
cana-6075	31	19	outputs	output	NOUN
cana-6075	31	20	that	that	PRON
cana-6075	31	21	directly	directly	ADV
cana-6075	31	22	improve	improve	VERB
cana-6075	31	23	usability	usability	NOUN
cana-6075	31	24	for	for	ADP
cana-6075	31	25	people	people	NOUN
cana-6075	31	26	with	with	ADP
cana-6075	31	27	disabilities	disability	NOUN
cana-6075	31	28	(	(	PUNCT
cana-6075	31	29	mack	mack	PROPN
cana-6075	31	30	et	et	PROPN
cana-6075	31	31	al	al	PROPN
cana-6075	31	32	.	.	PROPN
cana-6075	31	33	,	,	PUNCT
cana-6075	31	34	2021	2021	NUM
cana-6075	31	35	;	;	PUNCT
cana-6075	31	36	pal	pal	NOUN
cana-6075	31	37	et	et	PROPN
cana-6075	31	38	al	al	PROPN
cana-6075	31	39	.	.	PROPN
cana-6075	31	40	,	,	PUNCT
cana-6075	31	41	2025	2025	NUM
cana-6075	31	42	)	)	PUNCT
cana-6075	31	43	.	.	PUNCT
cana-6075	32	1	from	from	ADP
cana-6075	32	2	a	a	DET
cana-6075	32	3	compliance	compliance	NOUN
cana-6075	32	4	perspective	perspective	NOUN
cana-6075	32	5	,	,	PUNCT
cana-6075	32	6	detection	detection	NOUN
cana-6075	32	7	contributes	contribute	VERB
cana-6075	32	8	to	to	PART
cana-6075	32	9	risk	risk	NOUN
cana-6075	32	10	awareness	awareness	NOUN
cana-6075	32	11	,	,	PUNCT
cana-6075	32	12	while	while	SCONJ
cana-6075	32	13	remediation	remediation	NOUN
cana-6075	32	14	resolves	resolve	VERB
cana-6075	32	15	those	those	DET
cana-6075	32	16	risks	risk	NOUN
cana-6075	32	17	and	and	CCONJ
cana-6075	32	18	contributes	contribute	VERB
cana-6075	32	19	to	to	ADP
cana-6075	32	20	sustainable	sustainable	ADJ
cana-6075	32	21	accessibility	accessibility	NOUN
cana-6075	32	22	practices	practice	NOUN
cana-6075	32	23	.	.	PUNCT
cana-6075	33	1	table	table	NOUN
cana-6075	33	2	1	1	NUM
cana-6075	33	3	.	.	PUNCT
cana-6075	33	4	detection	detection	NOUN
cana-6075	33	5	vs	vs	ADP
cana-6075	33	6	remediation	remediation	NOUN
cana-6075	33	7	across	across	ADP
cana-6075	33	8	key	key	ADJ
cana-6075	33	9	aspects	aspect	NOUN
cana-6075	33	10	aspect	aspect	NOUN
cana-6075	33	11	detection	detection	NOUN
cana-6075	33	12	(	(	PUNCT
cana-6075	33	13	score	score	NOUN
cana-6075	33	14	0–2	0–2	NOUN
cana-6075	33	15	)	)	PUNCT
cana-6075	33	16	remediation	remediation	NOUN
cana-6075	33	17	(	(	PUNCT
cana-6075	33	18	score	score	NOUN
cana-6075	33	19	0–2	0–2	NOUN
cana-6075	33	20	)	)	PUNCT
cana-6075	33	21	purpose	purpose	NOUN
cana-6075	33	22	1	1	NUM
cana-6075	33	23	–	–	PUNCT
cana-6075	33	24	identifies	identify	VERB
cana-6075	33	25	violations	violation	NOUN
cana-6075	33	26	2	2	NUM
cana-6075	33	27	–	–	PUNCT
cana-6075	33	28	fixes	fix	NOUN
cana-6075	33	29	violations	violation	NOUN
cana-6075	33	30	output	output	VERB
cana-6075	33	31	1	1	NUM
cana-6075	33	32	–	–	PUNCT
cana-6075	33	33	list	list	NOUN
cana-6075	33	34	of	of	ADP
cana-6075	33	35	2	2	NUM
cana-6075	33	36	–	–	PUNCT
cana-6075	33	37	accessible	accessible	ADJ
cana-6075	33	38	communications	communication	NOUN
cana-6075	33	39	on	on	ADP
cana-6075	33	40	applied	apply	VERB
cana-6075	33	41	nonlinear	nonlinear	ADJ
cana-6075	33	42	analysis	analysis	NOUN
cana-6075	33	43	issn	issn	NOUN
cana-6075	33	44	:	:	PUNCT
cana-6075	33	45	1074	1074	NUM
cana-6075	33	46	-	-	PUNCT
cana-6075	33	47	133x	133x	NUM
cana-6075	33	48	vol	vol	NOUN
cana-6075	33	49	31	31	NUM
cana-6075	33	50	no	no	NOUN
cana-6075	33	51	.	.	PUNCT
cana-6075	34	1	5s	5s	NUM
cana-6075	34	2	(	(	PUNCT
cana-6075	34	3	2024	2024	NUM
cana-6075	34	4	)	)	PUNCT
cana-6075	34	5	594	594	NUM
cana-6075	34	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-6075	34	7	issues	issue	NOUN
cana-6075	34	8	content	content	NOUN
cana-6075	34	9	user	user	NOUN
cana-6075	34	10	impact	impact	NOUN
cana-6075	34	11	0	0	NUM
cana-6075	34	12	–	–	PUNCT
cana-6075	34	13	none	none	NOUN
cana-6075	34	14	until	until	SCONJ
cana-6075	34	15	fixed	fix	VERB
cana-6075	34	16	2	2	NUM
cana-6075	34	17	–	–	PUNCT
cana-6075	34	18	direct	direct	ADJ
cana-6075	34	19	improvement	improvement	NOUN
cana-6075	34	20	compliance	compliance	NOUN
cana-6075	34	21	outcome	outcome	NOUN
cana-6075	34	22	1	1	NUM
cana-6075	34	23	–	–	PUNCT
cana-6075	34	24	awareness	awareness	NOUN
cana-6075	34	25	2	2	NUM
cana-6075	34	26	–	–	PUNCT
cana-6075	34	27	risk	risk	NOUN
cana-6075	34	28	resolution	resolution	NOUN
cana-6075	34	29	long	long	ADJ
cana-6075	34	30	-	-	PUNCT
cana-6075	34	31	term	term	NOUN
cana-6075	34	32	benefit	benefit	NOUN
cana-6075	34	33	0	0	NUM
cana-6075	34	34	–	–	PUNCT
cana-6075	34	35	one	one	NUM
cana-6075	34	36	-	-	PUNCT
cana-6075	34	37	off	off	NOUN
cana-6075	34	38	snapshot	snapshot	NOUN
cana-6075	34	39	2	2	NUM
cana-6075	34	40	–	–	PUNCT
cana-6075	34	41	sustainable	sustainable	ADJ
cana-6075	34	42	accessibility	accessibility	NOUN
cana-6075	34	43	chart	chart	NOUN
cana-6075	34	44	1	1	NUM
cana-6075	34	45	:	:	PUNCT
cana-6075	34	46	detection	detection	NOUN
cana-6075	34	47	vs	vs	ADP
cana-6075	34	48	remediation	remediation	NOUN
cana-6075	34	49	–	–	PUNCT
cana-6075	34	50	compares	compare	VERB
cana-6075	34	51	their	their	PRON
cana-6075	34	52	effectiveness	effectiveness	NOUN
cana-6075	34	53	across	across	ADP
cana-6075	34	54	key	key	ADJ
cana-6075	34	55	aspects	aspect	NOUN
cana-6075	34	56	.	.	PUNCT
cana-6075	35	1	without	without	ADP
cana-6075	35	2	remediation	remediation	NOUN
cana-6075	35	3	,	,	PUNCT
cana-6075	35	4	accessibility	accessibility	NOUN
cana-6075	35	5	remains	remain	VERB
cana-6075	35	6	theoretical	theoretical	ADJ
cana-6075	35	7	.	.	PUNCT
cana-6075	36	1	compliance	compliance	NOUN
cana-6075	36	2	scores	score	NOUN
cana-6075	36	3	and	and	CCONJ
cana-6075	36	4	audit	audit	NOUN
cana-6075	36	5	reports	report	NOUN
cana-6075	36	6	only	only	ADV
cana-6075	36	7	demonstrate	demonstrate	VERB
cana-6075	36	8	partial	partial	ADJ
cana-6075	36	9	progress	progress	NOUN
cana-6075	36	10	until	until	SCONJ
cana-6075	36	11	violations	violation	NOUN
cana-6075	36	12	are	be	AUX
cana-6075	36	13	systematically	systematically	ADV
cana-6075	36	14	corrected	correct	VERB
cana-6075	36	15	,	,	PUNCT
cana-6075	36	16	validated	validate	VERB
cana-6075	36	17	,	,	PUNCT
cana-6075	36	18	and	and	CCONJ
cana-6075	36	19	prevented	prevent	VERB
cana-6075	36	20	from	from	ADP
cana-6075	36	21	recurring	recur	VERB
cana-6075	36	22	(	(	PUNCT
cana-6075	36	23	lópez	lópez	NOUN
cana-6075	36	24	-	-	PUNCT
cana-6075	36	25	gil	gil	PROPN
cana-6075	36	26	&	&	CCONJ
cana-6075	36	27	pereira	pereira	PROPN
cana-6075	36	28	,	,	PUNCT
cana-6075	36	29	2025	2025	NUM
cana-6075	36	30	;	;	PUNCT
cana-6075	36	31	schmitt	schmitt	PROPN
cana-6075	36	32	-	-	PUNCT
cana-6075	36	33	koopmann	koopmann	PROPN
cana-6075	36	34	et	et	PROPN
cana-6075	36	35	al	al	PROPN
cana-6075	36	36	.	.	PROPN
cana-6075	36	37	,	,	PUNCT
cana-6075	36	38	2025	2025	NUM
cana-6075	36	39	)	)	PUNCT
cana-6075	36	40	.	.	PUNCT
cana-6075	37	1	iii	iii	X
cana-6075	37	2	.	.	PUNCT
cana-6075	37	3	challenges	challenge	NOUN
cana-6075	37	4	in	in	ADP
cana-6075	37	5	wcag	wcag	PROPN
cana-6075	37	6	remediation	remediation	NOUN
cana-6075	37	7	despite	despite	SCONJ
cana-6075	37	8	significant	significant	ADJ
cana-6075	37	9	advances	advance	NOUN
cana-6075	37	10	in	in	ADP
cana-6075	37	11	accessibility	accessibility	NOUN
cana-6075	37	12	evaluation	evaluation	NOUN
cana-6075	37	13	tools	tool	NOUN
cana-6075	37	14	,	,	PUNCT
cana-6075	37	15	remediation	remediation	NOUN
cana-6075	37	16	remains	remain	VERB
cana-6075	37	17	substantially	substantially	ADV
cana-6075	37	18	more	more	ADV
cana-6075	37	19	complex	complex	ADJ
cana-6075	37	20	than	than	ADP
cana-6075	37	21	detection	detection	NOUN
cana-6075	37	22	.	.	PUNCT
cana-6075	38	1	while	while	SCONJ
cana-6075	38	2	detection	detection	NOUN
cana-6075	38	3	tools	tool	NOUN
cana-6075	38	4	provide	provide	VERB
cana-6075	38	5	visibility	visibility	NOUN
cana-6075	38	6	into	into	ADP
cana-6075	38	7	accessibility	accessibility	NOUN
cana-6075	38	8	issues	issue	NOUN
cana-6075	38	9	,	,	PUNCT
cana-6075	38	10	remediation	remediation	NOUN
cana-6075	38	11	requires	require	VERB
cana-6075	38	12	sustained	sustain	VERB
cana-6075	38	13	technical	technical	ADJ
cana-6075	38	14	,	,	PUNCT
cana-6075	38	15	organizational	organizational	ADJ
cana-6075	38	16	,	,	PUNCT
cana-6075	38	17	and	and	CCONJ
cana-6075	38	18	cognitive	cognitive	ADJ
cana-6075	38	19	effort	effort	NOUN
cana-6075	38	20	(	(	PUNCT
cana-6075	38	21	lópez	lópez	NOUN
cana-6075	38	22	-	-	PUNCT
cana-6075	38	23	gil	gil	PROPN
cana-6075	38	24	&	&	CCONJ
cana-6075	38	25	pereira	pereira	PROPN
cana-6075	38	26	,	,	PUNCT
cana-6075	38	27	2025	2025	NUM
cana-6075	38	28	;	;	PUNCT
cana-6075	38	29	vera	vera	NOUN
cana-6075	38	30	-	-	PUNCT
cana-6075	38	31	amaro	amaro	NOUN
cana-6075	38	32	&	&	CCONJ
cana-6075	38	33	rojano	rojano	NOUN
cana-6075	38	34	-	-	NOUN
cana-6075	38	35	cáceres	cácere	NOUN
cana-6075	38	36	,	,	PUNCT
cana-6075	38	37	2025	2025	NUM
cana-6075	38	38	)	)	PUNCT
cana-6075	38	39	.	.	PUNCT
cana-6075	39	1	the	the	DET
cana-6075	39	2	principal	principal	ADJ
cana-6075	39	3	challenges	challenge	NOUN
cana-6075	39	4	include	include	VERB
cana-6075	39	5	:	:	PUNCT
cana-6075	39	6	1	1	X
cana-6075	39	7	.	.	X
cana-6075	39	8	scale	scale	NOUN
cana-6075	39	9	of	of	ADP
cana-6075	39	10	violations	violation	NOUN
cana-6075	39	11	large	large	ADJ
cana-6075	39	12	enterprises	enterprise	NOUN
cana-6075	39	13	may	may	AUX
cana-6075	39	14	face	face	VERB
cana-6075	39	15	millions	million	NOUN
cana-6075	39	16	of	of	ADP
cana-6075	39	17	accessibility	accessibility	NOUN
cana-6075	39	18	errors	error	NOUN
cana-6075	39	19	across	across	ADP
cana-6075	39	20	websites	website	NOUN
cana-6075	39	21	,	,	PUNCT
cana-6075	39	22	document	document	NOUN
cana-6075	39	23	archives	archive	NOUN
cana-6075	39	24	,	,	PUNCT
cana-6075	39	25	and	and	CCONJ
cana-6075	39	26	multimedia	multimedia	NOUN
cana-6075	39	27	assets	asset	NOUN
cana-6075	39	28	.	.	PUNCT
cana-6075	40	1	manual	manual	NOUN
cana-6075	40	2	or	or	CCONJ
cana-6075	40	3	case	case	NOUN
cana-6075	40	4	-	-	PUNCT
cana-6075	40	5	by	by	ADP
cana-6075	40	6	-	-	PUNCT
cana-6075	40	7	case	case	NOUN
cana-6075	40	8	remediation	remediation	NOUN
cana-6075	40	9	becomes	become	VERB
cana-6075	40	10	infeasible	infeasible	ADJ
cana-6075	40	11	at	at	ADP
cana-6075	40	12	this	this	DET
cana-6075	40	13	scale	scale	NOUN
cana-6075	40	14	,	,	PUNCT
cana-6075	40	15	necessitating	necessitate	VERB
cana-6075	40	16	automation	automation	NOUN
cana-6075	40	17	and	and	CCONJ
cana-6075	40	18	prioritization	prioritization	NOUN
cana-6075	40	19	frameworks	framework	NOUN
cana-6075	40	20	(	(	PUNCT
cana-6075	40	21	pal	pal	NOUN
cana-6075	40	22	et	et	PROPN
cana-6075	40	23	al	al	PROPN
cana-6075	40	24	.	.	PROPN
cana-6075	40	25	,	,	PUNCT
cana-6075	40	26	2025	2025	NUM
cana-6075	40	27	;	;	PUNCT
cana-6075	40	28	ferrada	ferrada	NOUN
cana-6075	40	29	,	,	PUNCT
cana-6075	40	30	2022	2022	NUM
cana-6075	40	31	)	)	PUNCT
cana-6075	40	32	.	.	PUNCT
cana-6075	41	1	2	2	X
cana-6075	41	2	.	.	X
cana-6075	41	3	content	content	NOUN
cana-6075	41	4	diversity	diversity	NOUN
cana-6075	41	5	accessibility	accessibility	NOUN
cana-6075	41	6	issues	issue	NOUN
cana-6075	41	7	manifest	manifest	VERB
cana-6075	41	8	differently	differently	ADV
cana-6075	41	9	across	across	ADP
cana-6075	41	10	heterogeneous	heterogeneous	ADJ
cana-6075	41	11	file	file	NOUN
cana-6075	41	12	formats	format	NOUN
cana-6075	41	13	such	such	ADJ
cana-6075	41	14	as	as	ADP
cana-6075	41	15	html	html	NOUN
cana-6075	41	16	,	,	PUNCT
cana-6075	41	17	pdf	pdf	NOUN
cana-6075	41	18	,	,	PUNCT
cana-6075	41	19	docx	docx	PROPN
cana-6075	41	20	,	,	PUNCT
cana-6075	41	21	pptx	pptx	PROPN
cana-6075	41	22	,	,	PUNCT
cana-6075	41	23	and	and	CCONJ
cana-6075	41	24	epub	epub	NOUN
cana-6075	41	25	.	.	PUNCT
cana-6075	42	1	each	each	DET
cana-6075	42	2	format	format	NOUN
cana-6075	42	3	demands	demand	VERB
cana-6075	42	4	specialized	specialized	ADJ
cana-6075	42	5	remediation	remediation	NOUN
cana-6075	42	6	strategies	strategy	NOUN
cana-6075	42	7	,	,	PUNCT
cana-6075	42	8	and	and	CCONJ
cana-6075	42	9	a	a	DET
cana-6075	42	10	universal	universal	ADJ
cana-6075	42	11	“	"	PUNCT
cana-6075	42	12	one	one	NUM
cana-6075	42	13	-	-	PUNCT
cana-6075	42	14	size	size	NOUN
cana-6075	42	15	-	-	PUNCT
cana-6075	42	16	fits	fit	VERB
cana-6075	42	17	-	-	PUNCT
cana-6075	42	18	all	all	PRON
cana-6075	42	19	”	"	PUNCT
cana-6075	42	20	approach	approach	NOUN
cana-6075	42	21	is	be	AUX
cana-6075	42	22	rarely	rarely	ADV
cana-6075	42	23	effective	effective	ADJ
cana-6075	42	24	(	(	PUNCT
cana-6075	42	25	schmitt	schmitt	NOUN
cana-6075	42	26	-	-	PUNCT
cana-6075	42	27	koopmann	koopmann	PROPN
cana-6075	42	28	et	et	PROPN
cana-6075	42	29	al	al	PROPN
cana-6075	42	30	.	.	PROPN
cana-6075	42	31	,	,	PUNCT
cana-6075	42	32	2025	2025	NUM
cana-6075	42	33	;	;	PUNCT
cana-6075	42	34	paliwal	paliwal	NOUN
cana-6075	42	35	et	et	PROPN
cana-6075	42	36	al	al	PROPN
cana-6075	42	37	.	.	PROPN
cana-6075	42	38	,	,	PUNCT
cana-6075	42	39	2025	2025	NUM
cana-6075	42	40	)	)	PUNCT
cana-6075	42	41	.	.	PUNCT
cana-6075	43	1	3	3	X
cana-6075	43	2	.	.	X
cana-6075	43	3	context	context	NOUN
cana-6075	43	4	sensitivity	sensitivity	NOUN
cana-6075	43	5	certain	certain	ADJ
cana-6075	43	6	wcag	wcag	PROPN
cana-6075	43	7	requirements	requirement	NOUN
cana-6075	43	8	,	,	PUNCT
cana-6075	43	9	such	such	ADJ
cana-6075	43	10	as	as	ADP
cana-6075	43	11	providing	provide	VERB
cana-6075	43	12	meaningful	meaningful	ADJ
cana-6075	43	13	alternative	alternative	ADJ
cana-6075	43	14	text	text	NOUN
cana-6075	43	15	or	or	CCONJ
cana-6075	43	16	conveying	convey	VERB
cana-6075	43	17	link	link	NOUN
cana-6075	43	18	purpose	purpose	NOUN
cana-6075	43	19	,	,	PUNCT
cana-6075	43	20	require	require	VERB
cana-6075	43	21	semantic	semantic	ADJ
cana-6075	43	22	interpretation	interpretation	NOUN
cana-6075	43	23	that	that	PRON
cana-6075	43	24	extends	extend	VERB
cana-6075	43	25	communications	communication	NOUN
cana-6075	43	26	on	on	ADP
cana-6075	43	27	applied	apply	VERB
cana-6075	43	28	nonlinear	nonlinear	ADJ
cana-6075	43	29	analysis	analysis	NOUN
cana-6075	43	30	issn	issn	NOUN
cana-6075	43	31	:	:	PUNCT
cana-6075	43	32	1074	1074	NUM
cana-6075	43	33	-	-	PUNCT
cana-6075	43	34	133x	133x	NUM
cana-6075	43	35	vol	vol	NOUN
cana-6075	43	36	31	31	NUM
cana-6075	43	37	no	no	NOUN
cana-6075	43	38	.	.	PUNCT
cana-6075	44	1	5s	5s	NUM
cana-6075	44	2	(	(	PUNCT
cana-6075	44	3	2024	2024	NUM
cana-6075	44	4	)	)	PUNCT
cana-6075	44	5	595	595	NUM
cana-6075	44	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6075	44	7	beyond	beyond	ADP
cana-6075	44	8	structural	structural	ADJ
cana-6075	44	9	analysis	analysis	NOUN
cana-6075	44	10	.	.	PUNCT
cana-6075	45	1	automated	automate	VERB
cana-6075	45	2	pattern	pattern	NOUN
cana-6075	45	3	matching	match	VERB
cana-6075	45	4	alone	alone	ADV
cana-6075	45	5	can	can	AUX
cana-6075	45	6	not	not	PART
cana-6075	45	7	reliably	reliably	ADV
cana-6075	45	8	address	address	VERB
cana-6075	45	9	these	these	DET
cana-6075	45	10	subjective	subjective	ADJ
cana-6075	45	11	requirements	requirement	NOUN
cana-6075	45	12	(	(	PUNCT
cana-6075	45	13	mack	mack	PROPN
cana-6075	45	14	et	et	PROPN
cana-6075	45	15	al	al	PROPN
cana-6075	45	16	.	.	PROPN
cana-6075	45	17	,	,	PUNCT
cana-6075	45	18	2021	2021	NUM
cana-6075	45	19	;	;	PUNCT
cana-6075	45	20	kim	kim	PROPN
cana-6075	45	21	et	et	PROPN
cana-6075	45	22	al	al	PROPN
cana-6075	45	23	.	.	PROPN
cana-6075	45	24	,	,	PUNCT
cana-6075	45	25	2023	2023	NUM
cana-6075	45	26	)	)	PUNCT
cana-6075	45	27	.	.	PUNCT
cana-6075	46	1	4	4	X
cana-6075	46	2	.	.	X
cana-6075	46	3	skill	skill	NOUN
cana-6075	46	4	gaps	gap	VERB
cana-6075	46	5	development	development	NOUN
cana-6075	46	6	teams	team	NOUN
cana-6075	46	7	,	,	PUNCT
cana-6075	46	8	content	content	NOUN
cana-6075	46	9	authors	author	NOUN
cana-6075	46	10	,	,	PUNCT
cana-6075	46	11	and	and	CCONJ
cana-6075	46	12	document	document	NOUN
cana-6075	46	13	producers	producer	NOUN
cana-6075	46	14	often	often	ADV
cana-6075	46	15	lack	lack	VERB
cana-6075	46	16	deep	deep	ADJ
cana-6075	46	17	accessibility	accessibility	NOUN
cana-6075	46	18	expertise	expertise	NOUN
cana-6075	46	19	.	.	PUNCT
cana-6075	47	1	this	this	DET
cana-6075	47	2	results	result	NOUN
cana-6075	47	3	in	in	ADP
cana-6075	47	4	inconsistent	inconsistent	ADJ
cana-6075	47	5	remediation	remediation	NOUN
cana-6075	47	6	quality	quality	NOUN
cana-6075	47	7	and	and	CCONJ
cana-6075	47	8	partial	partial	ADJ
cana-6075	47	9	compliance	compliance	NOUN
cana-6075	47	10	,	,	PUNCT
cana-6075	47	11	even	even	ADV
cana-6075	47	12	when	when	SCONJ
cana-6075	47	13	issues	issue	NOUN
cana-6075	47	14	are	be	AUX
cana-6075	47	15	identified	identify	VERB
cana-6075	47	16	(	(	PUNCT
cana-6075	47	17	edwards	edwards	PROPN
cana-6075	47	18	et	et	PROPN
cana-6075	47	19	al	al	PROPN
cana-6075	47	20	.	.	PROPN
cana-6075	47	21	,	,	PUNCT
cana-6075	47	22	2023	2023	NUM
cana-6075	47	23	;	;	PUNCT
cana-6075	47	24	veraamaro	veraamaro	NOUN
cana-6075	47	25	&	&	CCONJ
cana-6075	47	26	rojano	rojano	NOUN
cana-6075	47	27	-	-	NOUN
cana-6075	47	28	cáceres	cácere	NOUN
cana-6075	47	29	,	,	PUNCT
cana-6075	47	30	2025	2025	NUM
cana-6075	47	31	)	)	PUNCT
cana-6075	47	32	.	.	PUNCT
cana-6075	48	1	5	5	X
cana-6075	48	2	.	.	X
cana-6075	48	3	legacy	legacy	NOUN
cana-6075	48	4	content	content	NOUN
cana-6075	48	5	debt	debt	NOUN
cana-6075	48	6	organizations	organization	NOUN
cana-6075	48	7	typically	typically	ADV
cana-6075	48	8	accumulate	accumulate	VERB
cana-6075	48	9	years	year	NOUN
cana-6075	48	10	’	'	PUNCT
cana-6075	48	11	worth	worth	NOUN
cana-6075	48	12	of	of	ADP
cana-6075	48	13	inaccessible	inaccessible	ADJ
cana-6075	48	14	digital	digital	ADJ
cana-6075	48	15	content	content	NOUN
cana-6075	48	16	,	,	PUNCT
cana-6075	48	17	including	include	VERB
cana-6075	48	18	documents	document	NOUN
cana-6075	48	19	produced	produce	VERB
cana-6075	48	20	without	without	ADP
cana-6075	48	21	adherence	adherence	NOUN
cana-6075	48	22	to	to	ADP
cana-6075	48	23	wcag	wcag	PROPN
cana-6075	48	24	standards	standard	NOUN
cana-6075	48	25	.	.	PUNCT
cana-6075	49	1	remediating	remediate	VERB
cana-6075	49	2	such	such	ADJ
cana-6075	49	3	backlogs	backlog	NOUN
cana-6075	49	4	,	,	PUNCT
cana-6075	49	5	particularly	particularly	ADV
cana-6075	49	6	when	when	SCONJ
cana-6075	49	7	original	original	ADJ
cana-6075	49	8	source	source	NOUN
cana-6075	49	9	files	file	NOUN
cana-6075	49	10	are	be	AUX
cana-6075	49	11	unavailable	unavailable	ADJ
cana-6075	49	12	,	,	PUNCT
cana-6075	49	13	poses	pose	VERB
cana-6075	49	14	a	a	DET
cana-6075	49	15	significant	significant	ADJ
cana-6075	49	16	barrier	barrier	NOUN
cana-6075	49	17	(	(	PUNCT
cana-6075	49	18	ferrada	ferrada	NOUN
cana-6075	49	19	,	,	PUNCT
cana-6075	49	20	2022	2022	NUM
cana-6075	49	21	;	;	PUNCT
cana-6075	49	22	schmitt	schmitt	PROPN
cana-6075	49	23	-	-	PUNCT
cana-6075	49	24	koopmann	koopmann	PROPN
cana-6075	49	25	et	et	PROPN
cana-6075	49	26	al	al	PROPN
cana-6075	49	27	.	.	PROPN
cana-6075	49	28	,	,	PUNCT
cana-6075	49	29	2025	2025	NUM
cana-6075	49	30	)	)	PUNCT
cana-6075	49	31	.	.	PUNCT
cana-6075	50	1	6	6	X
cana-6075	50	2	.	.	X
cana-6075	50	3	tooling	tooling	NOUN
cana-6075	50	4	limitations	limitation	NOUN
cana-6075	50	5	automated	automate	VERB
cana-6075	50	6	tools	tool	NOUN
cana-6075	50	7	are	be	AUX
cana-6075	50	8	effective	effective	ADJ
cana-6075	50	9	at	at	ADP
cana-6075	50	10	structural	structural	ADJ
cana-6075	50	11	fixes	fix	NOUN
cana-6075	50	12	such	such	ADJ
cana-6075	50	13	as	as	ADP
cana-6075	50	14	color	color	NOUN
cana-6075	50	15	contrast	contrast	NOUN
cana-6075	50	16	adjustments	adjustment	NOUN
cana-6075	50	17	or	or	CCONJ
cana-6075	50	18	heading	head	VERB
cana-6075	50	19	hierarchy	hierarchy	NOUN
cana-6075	50	20	corrections	correction	NOUN
cana-6075	50	21	but	but	CCONJ
cana-6075	50	22	struggle	struggle	NOUN
cana-6075	50	23	with	with	ADP
cana-6075	50	24	subjective	subjective	ADJ
cana-6075	50	25	content	content	NOUN
cana-6075	50	26	requiring	require	VERB
cana-6075	50	27	interpretation	interpretation	NOUN
cana-6075	50	28	,	,	PUNCT
cana-6075	50	29	such	such	ADJ
cana-6075	50	30	as	as	ADP
cana-6075	50	31	image	image	NOUN
cana-6075	50	32	descriptions	description	NOUN
cana-6075	50	33	or	or	CCONJ
cana-6075	50	34	contextual	contextual	ADJ
cana-6075	50	35	labeling	labeling	NOUN
cana-6075	50	36	(	(	PUNCT
cana-6075	50	37	lópez	lópez	NOUN
cana-6075	50	38	-	-	PUNCT
cana-6075	50	39	gil	gil	PROPN
cana-6075	50	40	&	&	CCONJ
cana-6075	50	41	pereira	pereira	PROPN
cana-6075	50	42	,	,	PUNCT
cana-6075	50	43	2024	2024	NUM
cana-6075	50	44	;	;	PUNCT
cana-6075	50	45	smits	smit	NOUN
cana-6075	50	46	et	et	PROPN
cana-6075	50	47	al	al	PROPN
cana-6075	50	48	.	.	PROPN
cana-6075	50	49	,	,	PUNCT
cana-6075	50	50	2024	2024	NUM
cana-6075	50	51	)	)	PUNCT
cana-6075	50	52	.	.	PUNCT
cana-6075	51	1	7	7	X
cana-6075	51	2	.	.	X
cana-6075	51	3	verification	verification	NOUN
cana-6075	51	4	bottlenecks	bottleneck	NOUN
cana-6075	51	5	following	follow	VERB
cana-6075	51	6	remediation	remediation	NOUN
cana-6075	51	7	,	,	PUNCT
cana-6075	51	8	rigorous	rigorous	ADJ
cana-6075	51	9	re	re	NOUN
cana-6075	51	10	-	-	NOUN
cana-6075	51	11	testing	testing	NOUN
cana-6075	51	12	is	be	AUX
cana-6075	51	13	essential	essential	ADJ
cana-6075	51	14	to	to	PART
cana-6075	51	15	ensure	ensure	VERB
cana-6075	51	16	compliance	compliance	NOUN
cana-6075	51	17	and	and	CCONJ
cana-6075	51	18	usability	usability	NOUN
cana-6075	51	19	with	with	ADP
cana-6075	51	20	assistive	assistive	ADJ
cana-6075	51	21	technologies	technology	NOUN
cana-6075	51	22	.	.	PUNCT
cana-6075	52	1	however	however	ADV
cana-6075	52	2	,	,	PUNCT
cana-6075	52	3	this	this	DET
cana-6075	52	4	process	process	NOUN
cana-6075	52	5	is	be	AUX
cana-6075	52	6	often	often	ADV
cana-6075	52	7	slow	slow	ADJ
cana-6075	52	8	,	,	PUNCT
cana-6075	52	9	resource	resource	NOUN
cana-6075	52	10	-	-	PUNCT
cana-6075	52	11	intensive	intensive	ADJ
cana-6075	52	12	,	,	PUNCT
cana-6075	52	13	and	and	CCONJ
cana-6075	52	14	subject	subject	ADJ
cana-6075	52	15	to	to	ADP
cana-6075	52	16	bottlenecks	bottleneck	NOUN
cana-6075	52	17	in	in	ADP
cana-6075	52	18	quality	quality	NOUN
cana-6075	52	19	assurance	assurance	NOUN
cana-6075	52	20	(	(	PUNCT
cana-6075	52	21	qiao	qiao	PROPN
cana-6075	52	22	et	et	PROPN
cana-6075	52	23	al	al	PROPN
cana-6075	52	24	.	.	PROPN
cana-6075	52	25	,	,	PUNCT
cana-6075	52	26	2024	2024	NUM
cana-6075	52	27	;	;	PUNCT
cana-6075	52	28	li	li	PROPN
cana-6075	52	29	et	et	PROPN
cana-6075	52	30	al	al	PROPN
cana-6075	52	31	.	.	PROPN
cana-6075	52	32	,	,	PUNCT
cana-6075	52	33	2024	2024	NUM
cana-6075	52	34	)	)	PUNCT
cana-6075	52	35	.	.	PUNCT
cana-6075	53	1	8	8	X
cana-6075	53	2	.	.	X
cana-6075	53	3	governance	governance	NOUN
cana-6075	53	4	and	and	CCONJ
cana-6075	53	5	recurrence	recurrence	NOUN
cana-6075	53	6	without	without	ADP
cana-6075	53	7	systemic	systemic	ADJ
cana-6075	53	8	governance	governance	NOUN
cana-6075	53	9	mechanisms	mechanism	NOUN
cana-6075	53	10	,	,	PUNCT
cana-6075	53	11	accessibility	accessibility	NOUN
cana-6075	53	12	violations	violation	NOUN
cana-6075	53	13	tend	tend	VERB
cana-6075	53	14	to	to	PART
cana-6075	53	15	reappear	reappear	VERB
cana-6075	53	16	in	in	ADP
cana-6075	53	17	newly	newly	ADV
cana-6075	53	18	generated	generate	VERB
cana-6075	53	19	content	content	NOUN
cana-6075	53	20	.	.	PUNCT
cana-6075	54	1	the	the	DET
cana-6075	54	2	absence	absence	NOUN
cana-6075	54	3	of	of	ADP
cana-6075	54	4	prevention	prevention	NOUN
cana-6075	54	5	strategies	strategy	NOUN
cana-6075	54	6	perpetuates	perpetuate	VERB
cana-6075	54	7	a	a	DET
cana-6075	54	8	cycle	cycle	NOUN
cana-6075	54	9	of	of	ADP
cana-6075	54	10	recurring	recur	VERB
cana-6075	54	11	remediation	remediation	NOUN
cana-6075	54	12	(	(	PUNCT
cana-6075	54	13	weru	weru	PROPN
cana-6075	54	14	et	et	PROPN
cana-6075	54	15	al	al	PROPN
cana-6075	54	16	.	.	PROPN
cana-6075	54	17	,	,	PUNCT
cana-6075	54	18	2024	2024	NUM
cana-6075	54	19	;	;	PUNCT
cana-6075	54	20	lópez	lópez	NOUN
cana-6075	54	21	-	-	PUNCT
cana-6075	54	22	gil	gil	PROPN
cana-6075	54	23	&	&	CCONJ
cana-6075	54	24	pereira	pereira	PROPN
cana-6075	54	25	,	,	PUNCT
cana-6075	54	26	2024	2024	NUM
cana-6075	54	27	)	)	PUNCT
cana-6075	54	28	.	.	PUNCT
cana-6075	55	1	collectively	collectively	ADV
cana-6075	55	2	,	,	PUNCT
cana-6075	55	3	these	these	DET
cana-6075	55	4	challenges	challenge	NOUN
cana-6075	55	5	underscore	underscore	VERB
cana-6075	55	6	that	that	DET
cana-6075	55	7	remediation	remediation	NOUN
cana-6075	55	8	is	be	AUX
cana-6075	55	9	not	not	PART
cana-6075	55	10	merely	merely	ADV
cana-6075	55	11	a	a	DET
cana-6075	55	12	technical	technical	ADJ
cana-6075	55	13	exercise	exercise	NOUN
cana-6075	55	14	but	but	CCONJ
cana-6075	55	15	a	a	DET
cana-6075	55	16	socio	socio	NOUN
cana-6075	55	17	-	-	PUNCT
cana-6075	55	18	technical	technical	ADJ
cana-6075	55	19	problem	problem	NOUN
cana-6075	55	20	requiring	require	VERB
cana-6075	55	21	the	the	DET
cana-6075	55	22	integration	integration	NOUN
cana-6075	55	23	of	of	ADP
cana-6075	55	24	ai	ai	ADJ
cana-6075	55	25	-	-	PUNCT
cana-6075	55	26	driven	drive	VERB
cana-6075	55	27	solutions	solution	NOUN
cana-6075	55	28	,	,	PUNCT
cana-6075	55	29	human	human	ADJ
cana-6075	55	30	expertise	expertise	NOUN
cana-6075	55	31	,	,	PUNCT
cana-6075	55	32	and	and	CCONJ
cana-6075	55	33	organizational	organizational	ADJ
cana-6075	55	34	governance	governance	NOUN
cana-6075	55	35	.	.	PUNCT
cana-6075	56	1	table	table	NOUN
cana-6075	56	2	2	2	NUM
cana-6075	56	3	.	.	PUNCT
cana-6075	56	4	challenges	challenge	NOUN
cana-6075	56	5	in	in	ADP
cana-6075	56	6	wcag	wcag	PROPN
cana-6075	56	7	remediation	remediation	NOUN
cana-6075	56	8	(	(	PUNCT
cana-6075	56	9	severity	severity	NOUN
cana-6075	56	10	scores	score	NOUN
cana-6075	56	11	)	)	PUNCT
cana-6075	56	12	challenge	challenge	NOUN
cana-6075	56	13	severity	severity	NOUN
cana-6075	56	14	(	(	PUNCT
cana-6075	56	15	1–10	1–10	NOUN
cana-6075	56	16	)	)	PUNCT
cana-6075	56	17	scale	scale	NOUN
cana-6075	56	18	of	of	ADP
cana-6075	56	19	violations	violation	NOUN
cana-6075	56	20	9	9	NUM
cana-6075	56	21	content	content	NOUN
cana-6075	56	22	diversity	diversity	NOUN
cana-6075	56	23	8	8	NUM
cana-6075	56	24	context	context	NOUN
cana-6075	56	25	sensitivity	sensitivity	NOUN
cana-6075	56	26	8	8	NUM
cana-6075	56	27	skill	skill	NOUN
cana-6075	56	28	gaps	gap	VERB
cana-6075	56	29	7	7	NUM
cana-6075	56	30	legacy	legacy	NOUN
cana-6075	56	31	content	content	NOUN
cana-6075	56	32	debt	debt	NOUN
cana-6075	56	33	9	9	NUM
cana-6075	56	34	tooling	tooling	NOUN
cana-6075	56	35	limitations	limitation	NOUN
cana-6075	56	36	6	6	NUM
cana-6075	56	37	verification	verification	NOUN
cana-6075	56	38	bottlenecks	bottleneck	NOUN
cana-6075	56	39	7	7	NUM
cana-6075	56	40	governance	governance	NOUN
cana-6075	56	41	&	&	CCONJ
cana-6075	56	42	recurrence	recurrence	NOUN
cana-6075	56	43	8	8	NUM
cana-6075	56	44	communications	communication	NOUN
cana-6075	56	45	on	on	ADP
cana-6075	56	46	applied	apply	VERB
cana-6075	56	47	nonlinear	nonlinear	ADJ
cana-6075	56	48	analysis	analysis	NOUN
cana-6075	56	49	issn	issn	NOUN
cana-6075	56	50	:	:	PUNCT
cana-6075	56	51	1074	1074	NUM
cana-6075	56	52	-	-	PUNCT
cana-6075	56	53	133x	133x	NUM
cana-6075	56	54	vol	vol	NOUN
cana-6075	56	55	31	31	NUM
cana-6075	56	56	no	no	NOUN
cana-6075	56	57	.	.	PUNCT
cana-6075	57	1	5s	5s	NUM
cana-6075	57	2	(	(	PUNCT
cana-6075	57	3	2024	2024	NUM
cana-6075	57	4	)	)	PUNCT
cana-6075	57	5	596	596	NUM
cana-6075	57	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6075	57	7	chart	chart	NOUN
cana-6075	57	8	2	2	NUM
cana-6075	57	9	:	:	PUNCT
cana-6075	57	10	challenges	challenge	NOUN
cana-6075	57	11	in	in	ADP
cana-6075	57	12	wcag	wcag	PROPN
cana-6075	57	13	remediation	remediation	NOUN
cana-6075	57	14	–	–	PUNCT
cana-6075	57	15	highlights	highlight	VERB
cana-6075	57	16	the	the	DET
cana-6075	57	17	severity	severity	NOUN
cana-6075	57	18	of	of	ADP
cana-6075	57	19	each	each	DET
cana-6075	57	20	challenge	challenge	NOUN
cana-6075	57	21	.	.	PUNCT
cana-6075	58	1	flowchart	flowchart	NOUN
cana-6075	58	2	1	1	NUM
cana-6075	58	3	:	:	PUNCT
cana-6075	58	4	ai	ai	VERB
cana-6075	58	5	-	-	PUNCT
cana-6075	58	6	driven	drive	VERB
cana-6075	58	7	wcag	wcag	PROPN
cana-6075	58	8	remediation	remediation	NOUN
cana-6075	58	9	at	at	ADP
cana-6075	58	10	scale	scale	NOUN
cana-6075	58	11	.	.	PUNCT
cana-6075	59	1	iv	iv	X
cana-6075	59	2	.	.	PUNCT
cana-6075	59	3	economic	economic	ADJ
cana-6075	59	4	cost	cost	NOUN
cana-6075	59	5	of	of	ADP
cana-6075	59	6	inaccessibility	inaccessibility	NOUN
cana-6075	59	7	and	and	CCONJ
cana-6075	59	8	remediation	remediation	NOUN
cana-6075	59	9	inaccessibility	inaccessibility	NOUN
cana-6075	59	10	imposes	impose	VERB
cana-6075	59	11	hidden	hidden	ADJ
cana-6075	59	12	costs	cost	NOUN
cana-6075	59	13	on	on	ADP
cana-6075	59	14	organizations	organization	NOUN
cana-6075	59	15	in	in	ADP
cana-6075	59	16	the	the	DET
cana-6075	59	17	form	form	NOUN
cana-6075	59	18	of	of	ADP
cana-6075	59	19	legal	legal	ADJ
cana-6075	59	20	settlements	settlement	NOUN
cana-6075	59	21	,	,	PUNCT
cana-6075	59	22	reputational	reputational	ADJ
cana-6075	59	23	damage	damage	NOUN
cana-6075	59	24	,	,	PUNCT
cana-6075	59	25	and	and	CCONJ
cana-6075	59	26	customer	customer	NOUN
cana-6075	59	27	attrition	attrition	NOUN
cana-6075	59	28	.	.	PUNCT
cana-6075	60	1	studies	study	NOUN
cana-6075	60	2	estimate	estimate	VERB
cana-6075	60	3	that	that	SCONJ
cana-6075	60	4	remediation	remediation	NOUN
cana-6075	60	5	of	of	ADP
cana-6075	60	6	accessibility	accessibility	NOUN
cana-6075	60	7	debt	debt	NOUN
cana-6075	60	8	accumulated	accumulate	VERB
cana-6075	60	9	over	over	ADP
cana-6075	60	10	years	year	NOUN
cana-6075	60	11	can	can	AUX
cana-6075	60	12	cost	cost	VERB
cana-6075	60	13	5–10	5–10	ADJ
cana-6075	60	14	times	time	NOUN
cana-6075	60	15	more	more	ADJ
cana-6075	60	16	than	than	ADP
cana-6075	60	17	building	build	VERB
cana-6075	60	18	accessible	accessible	ADJ
cana-6075	60	19	content	content	NOUN
cana-6075	60	20	from	from	ADP
cana-6075	60	21	the	the	DET
cana-6075	60	22	start	start	NOUN
cana-6075	60	23	.	.	PUNCT
cana-6075	61	1	furthermore	furthermore	ADV
cana-6075	61	2	,	,	PUNCT
cana-6075	61	3	inaccessible	inaccessible	ADJ
cana-6075	61	4	websites	website	NOUN
cana-6075	61	5	exclude	exclude	VERB
cana-6075	61	6	over	over	ADP
cana-6075	61	7	one	one	NUM
cana-6075	61	8	billion	billion	NUM
cana-6075	61	9	people	people	NOUN
cana-6075	61	10	globally	globally	ADV
cana-6075	61	11	with	with	ADP
cana-6075	61	12	disabilities	disability	NOUN
cana-6075	61	13	,	,	PUNCT
cana-6075	61	14	representing	represent	VERB
cana-6075	61	15	a	a	DET
cana-6075	61	16	significant	significant	ADJ
cana-6075	61	17	loss	loss	NOUN
cana-6075	61	18	of	of	ADP
cana-6075	61	19	potential	potential	ADJ
cana-6075	61	20	revenue	revenue	NOUN
cana-6075	61	21	.	.	PUNCT
cana-6075	62	1	proactive	proactive	ADJ
cana-6075	62	2	remediation	remediation	NOUN
cana-6075	62	3	,	,	PUNCT
cana-6075	62	4	especially	especially	ADV
cana-6075	62	5	when	when	SCONJ
cana-6075	62	6	scaled	scale	VERB
cana-6075	62	7	with	with	ADP
cana-6075	62	8	ai	ai	NOUN
cana-6075	62	9	,	,	PUNCT
cana-6075	62	10	not	not	PART
cana-6075	62	11	only	only	ADV
cana-6075	62	12	lowers	lower	VERB
cana-6075	62	13	compliance	compliance	NOUN
cana-6075	62	14	risks	risk	NOUN
cana-6075	62	15	but	but	CCONJ
cana-6075	62	16	also	also	ADV
cana-6075	62	17	generates	generate	VERB
cana-6075	62	18	measurable	measurable	ADJ
cana-6075	62	19	returns	return	NOUN
cana-6075	62	20	through	through	ADP
cana-6075	62	21	wider	wide	ADJ
cana-6075	62	22	market	market	NOUN
cana-6075	62	23	access	access	NOUN
cana-6075	62	24	,	,	PUNCT
cana-6075	62	25	enhanced	enhance	VERB
cana-6075	62	26	customer	customer	NOUN
cana-6075	62	27	loyalty	loyalty	NOUN
cana-6075	62	28	,	,	PUNCT
cana-6075	62	29	and	and	CCONJ
cana-6075	62	30	reduced	reduce	VERB
cana-6075	62	31	future	future	ADJ
cana-6075	62	32	technical	technical	ADJ
cana-6075	62	33	debt	debt	NOUN
cana-6075	62	34	.	.	PUNCT
cana-6075	63	1	communications	communication	NOUN
cana-6075	63	2	on	on	ADP
cana-6075	63	3	applied	apply	VERB
cana-6075	63	4	nonlinear	nonlinear	ADJ
cana-6075	63	5	analysis	analysis	NOUN
cana-6075	63	6	issn	issn	NOUN
cana-6075	63	7	:	:	PUNCT
cana-6075	63	8	1074	1074	NUM
cana-6075	63	9	-	-	PUNCT
cana-6075	63	10	133x	133x	NUM
cana-6075	63	11	vol	vol	NOUN
cana-6075	63	12	31	31	NUM
cana-6075	63	13	no	no	NOUN
cana-6075	63	14	.	.	PUNCT
cana-6075	64	1	5s	5s	NUM
cana-6075	64	2	(	(	PUNCT
cana-6075	64	3	2024	2024	NUM
cana-6075	64	4	)	)	PUNCT
cana-6075	64	5	597	597	NUM
cana-6075	64	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6075	64	7	v.	v.	ADP
cana-6075	64	8	user	user	NOUN
cana-6075	64	9	-	-	PUNCT
cana-6075	64	10	centered	center	VERB
cana-6075	64	11	benefits	benefit	NOUN
cana-6075	64	12	of	of	ADP
cana-6075	64	13	ai	ai	ADJ
cana-6075	64	14	-	-	PUNCT
cana-6075	64	15	driven	drive	VERB
cana-6075	64	16	remediation	remediation	NOUN
cana-6075	64	17	while	while	SCONJ
cana-6075	64	18	compliance	compliance	NOUN
cana-6075	64	19	is	be	AUX
cana-6075	64	20	a	a	DET
cana-6075	64	21	primary	primary	ADJ
cana-6075	64	22	motivator	motivator	NOUN
cana-6075	64	23	,	,	PUNCT
cana-6075	64	24	the	the	DET
cana-6075	64	25	end	end	NOUN
cana-6075	64	26	goal	goal	NOUN
cana-6075	64	27	of	of	ADP
cana-6075	64	28	wcag	wcag	PROPN
cana-6075	64	29	remediation	remediation	NOUN
cana-6075	64	30	is	be	AUX
cana-6075	64	31	to	to	PART
cana-6075	64	32	improve	improve	VERB
cana-6075	64	33	usability	usability	NOUN
cana-6075	64	34	for	for	ADP
cana-6075	64	35	real	real	ADJ
cana-6075	64	36	users	user	NOUN
cana-6075	64	37	.	.	PUNCT
cana-6075	65	1	ai	ai	VERB
cana-6075	65	2	-	-	PUNCT
cana-6075	65	3	driven	drive	VERB
cana-6075	65	4	remediation	remediation	NOUN
cana-6075	65	5	enables	enable	VERB
cana-6075	65	6	more	more	ADV
cana-6075	65	7	accurate	accurate	ADJ
cana-6075	65	8	generation	generation	NOUN
cana-6075	65	9	of	of	ADP
cana-6075	65	10	alternative	alternative	ADJ
cana-6075	65	11	text	text	NOUN
cana-6075	65	12	,	,	PUNCT
cana-6075	65	13	clearer	clear	ADJ
cana-6075	65	14	navigation	navigation	NOUN
cana-6075	65	15	structures	structure	NOUN
cana-6075	65	16	,	,	PUNCT
cana-6075	65	17	and	and	CCONJ
cana-6075	65	18	logical	logical	ADJ
cana-6075	65	19	content	content	NOUN
cana-6075	65	20	flow	flow	NOUN
cana-6075	65	21	,	,	PUNCT
cana-6075	65	22	which	which	PRON
cana-6075	65	23	directly	directly	ADV
cana-6075	65	24	benefits	benefit	VERB
cana-6075	65	25	users	user	NOUN
cana-6075	65	26	of	of	ADP
cana-6075	65	27	assistive	assistive	ADJ
cana-6075	65	28	technologies	technology	NOUN
cana-6075	65	29	such	such	ADJ
cana-6075	65	30	as	as	ADP
cana-6075	65	31	screen	screen	NOUN
cana-6075	65	32	readers	reader	NOUN
cana-6075	65	33	.	.	PUNCT
cana-6075	66	1	additionally	additionally	ADV
cana-6075	66	2	,	,	PUNCT
cana-6075	66	3	accessibility	accessibility	NOUN
cana-6075	66	4	improvements	improvement	NOUN
cana-6075	66	5	often	often	ADV
cana-6075	66	6	enhance	enhance	VERB
cana-6075	66	7	usability	usability	NOUN
cana-6075	66	8	for	for	ADP
cana-6075	66	9	all	all	DET
cana-6075	66	10	users	user	NOUN
cana-6075	66	11	,	,	PUNCT
cana-6075	66	12	including	include	VERB
cana-6075	66	13	mobile	mobile	ADJ
cana-6075	66	14	-	-	PUNCT
cana-6075	66	15	first	first	ADJ
cana-6075	66	16	audiences	audience	NOUN
cana-6075	66	17	,	,	PUNCT
cana-6075	66	18	aging	age	VERB
cana-6075	66	19	populations	population	NOUN
cana-6075	66	20	,	,	PUNCT
cana-6075	66	21	and	and	CCONJ
cana-6075	66	22	users	user	NOUN
cana-6075	66	23	in	in	ADP
cana-6075	66	24	low	low	ADJ
cana-6075	66	25	-	-	PUNCT
cana-6075	66	26	bandwidth	bandwidth	ADJ
cana-6075	66	27	environments	environment	NOUN
cana-6075	66	28	.	.	PUNCT
cana-6075	67	1	thus	thus	ADV
cana-6075	67	2	,	,	PUNCT
cana-6075	67	3	remediation	remediation	NOUN
cana-6075	67	4	should	should	AUX
cana-6075	67	5	be	be	AUX
cana-6075	67	6	reframed	reframe	VERB
cana-6075	67	7	as	as	ADP
cana-6075	67	8	inclusive	inclusive	ADJ
cana-6075	67	9	design	design	NOUN
cana-6075	67	10	,	,	PUNCT
cana-6075	67	11	moving	move	VERB
cana-6075	67	12	beyond	beyond	ADP
cana-6075	67	13	minimum	minimum	ADJ
cana-6075	67	14	compliance	compliance	NOUN
cana-6075	67	15	toward	toward	ADP
cana-6075	67	16	universal	universal	ADJ
cana-6075	67	17	usability	usability	NOUN
cana-6075	67	18	.	.	PUNCT
cana-6075	68	1	vi	vi	X
cana-6075	68	2	.	.	NOUN
cana-6075	68	3	integration	integration	NOUN
cana-6075	68	4	with	with	ADP
cana-6075	68	5	enterprise	enterprise	NOUN
cana-6075	68	6	workflows	workflow	NOUN
cana-6075	68	7	and	and	CCONJ
cana-6075	68	8	standards	standard	NOUN
cana-6075	68	9	one	one	NUM
cana-6075	68	10	of	of	ADP
cana-6075	68	11	the	the	DET
cana-6075	68	12	greatest	great	ADJ
cana-6075	68	13	challenges	challenge	NOUN
cana-6075	68	14	in	in	ADP
cana-6075	68	15	scaling	scale	VERB
cana-6075	68	16	remediation	remediation	NOUN
cana-6075	68	17	is	be	AUX
cana-6075	68	18	ensuring	ensure	VERB
cana-6075	68	19	that	that	SCONJ
cana-6075	68	20	accessibility	accessibility	NOUN
cana-6075	68	21	becomes	become	VERB
cana-6075	68	22	a	a	DET
cana-6075	68	23	sustained	sustained	ADJ
cana-6075	68	24	operational	operational	ADJ
cana-6075	68	25	practice	practice	NOUN
cana-6075	68	26	rather	rather	ADV
cana-6075	68	27	than	than	ADP
cana-6075	68	28	a	a	DET
cana-6075	68	29	one	one	NUM
cana-6075	68	30	-	-	PUNCT
cana-6075	68	31	time	time	NOUN
cana-6075	68	32	project	project	NOUN
cana-6075	68	33	.	.	PUNCT
cana-6075	69	1	integrating	integrate	VERB
cana-6075	69	2	ai	ai	VERB
cana-6075	69	3	-	-	PUNCT
cana-6075	69	4	powered	powered	ADJ
cana-6075	69	5	remediation	remediation	NOUN
cana-6075	69	6	into	into	ADP
cana-6075	69	7	enterprise	enterprise	NOUN
cana-6075	69	8	workflows	workflow	NOUN
cana-6075	69	9	,	,	PUNCT
cana-6075	69	10	such	such	ADJ
cana-6075	69	11	as	as	ADP
cana-6075	69	12	content	content	NOUN
cana-6075	69	13	management	management	NOUN
cana-6075	69	14	systems	system	NOUN
cana-6075	69	15	(	(	PUNCT
cana-6075	69	16	cms	cms	PROPN
cana-6075	69	17	)	)	PUNCT
cana-6075	69	18	,	,	PUNCT
cana-6075	69	19	learning	learn	VERB
cana-6075	69	20	management	management	NOUN
cana-6075	69	21	systems	system	NOUN
cana-6075	69	22	(	(	PUNCT
cana-6075	69	23	lms	lm	NOUN
cana-6075	69	24	)	)	PUNCT
cana-6075	69	25	,	,	PUNCT
cana-6075	69	26	and	and	CCONJ
cana-6075	69	27	ci	ci	PROPN
cana-6075	69	28	/	/	SYM
cana-6075	69	29	cd	cd	PROPN
cana-6075	69	30	devops	devop	NOUN
cana-6075	69	31	pipelines	pipeline	NOUN
cana-6075	69	32	,	,	PUNCT
cana-6075	69	33	ensures	ensure	VERB
cana-6075	69	34	that	that	SCONJ
cana-6075	69	35	new	new	ADJ
cana-6075	69	36	violations	violation	NOUN
cana-6075	69	37	are	be	AUX
cana-6075	69	38	prevented	prevent	VERB
cana-6075	69	39	at	at	ADP
cana-6075	69	40	the	the	DET
cana-6075	69	41	point	point	NOUN
cana-6075	69	42	of	of	ADP
cana-6075	69	43	content	content	ADJ
cana-6075	69	44	creation	creation	NOUN
cana-6075	69	45	.	.	PUNCT
cana-6075	70	1	alignment	alignment	NOUN
cana-6075	70	2	with	with	ADP
cana-6075	70	3	global	global	ADJ
cana-6075	70	4	standards	standard	NOUN
cana-6075	70	5	such	such	ADJ
cana-6075	70	6	as	as	ADP
cana-6075	70	7	iso	iso	NOUN
cana-6075	70	8	/	/	SYM
cana-6075	70	9	iec	iec	PROPN
cana-6075	70	10	40500	40500	NUM
cana-6075	70	11	(	(	PUNCT
cana-6075	70	12	wcag	wcag	PROPN
cana-6075	70	13	2.0	2.0	NUM
cana-6075	70	14	)	)	PUNCT
cana-6075	70	15	and	and	CCONJ
cana-6075	70	16	regional	regional	ADJ
cana-6075	70	17	regulations	regulation	NOUN
cana-6075	70	18	further	far	ADV
cana-6075	70	19	institutionalizes	institutionalize	VERB
cana-6075	70	20	accessibility	accessibility	NOUN
cana-6075	70	21	across	across	ADP
cana-6075	70	22	organizations	organization	NOUN
cana-6075	70	23	.	.	PUNCT
cana-6075	71	1	this	this	DET
cana-6075	71	2	integration	integration	NOUN
cana-6075	71	3	reduces	reduce	VERB
cana-6075	71	4	recurrence	recurrence	NOUN
cana-6075	71	5	,	,	PUNCT
cana-6075	71	6	accelerates	accelerate	VERB
cana-6075	71	7	compliance	compliance	NOUN
cana-6075	71	8	,	,	PUNCT
cana-6075	71	9	and	and	CCONJ
cana-6075	71	10	ensures	ensure	VERB
cana-6075	71	11	accessibility	accessibility	NOUN
cana-6075	71	12	becomes	become	VERB
cana-6075	71	13	part	part	NOUN
cana-6075	71	14	of	of	ADP
cana-6075	71	15	business	business	NOUN
cana-6075	71	16	-	-	PUNCT
cana-6075	71	17	as	as	ADP
cana-6075	71	18	-	-	PUNCT
cana-6075	71	19	usual	usual	ADJ
cana-6075	71	20	practices	practice	NOUN
cana-6075	71	21	.	.	PUNCT
cana-6075	72	1	vii	vii	PROPN
cana-6075	72	2	.	.	PROPN
cana-6075	72	3	ai	ai	PROPN
cana-6075	72	4	-	-	PUNCT
cana-6075	72	5	augmented	augment	VERB
cana-6075	72	6	remediation	remediation	NOUN
cana-6075	72	7	architecture	architecture	NOUN
cana-6075	72	8	modern	modern	ADJ
cana-6075	72	9	wcag	wcag	PROPN
cana-6075	72	10	remediation	remediation	NOUN
cana-6075	72	11	platforms	platform	NOUN
cana-6075	72	12	are	be	AUX
cana-6075	72	13	increasingly	increasingly	ADV
cana-6075	72	14	adopting	adopt	VERB
cana-6075	72	15	ai	ai	ADJ
cana-6075	72	16	-	-	PUNCT
cana-6075	72	17	driven	drive	VERB
cana-6075	72	18	methods	method	NOUN
cana-6075	72	19	to	to	PART
cana-6075	72	20	deliver	deliver	VERB
cana-6075	72	21	scale	scale	NOUN
cana-6075	72	22	without	without	ADP
cana-6075	72	23	compromising	compromise	VERB
cana-6075	72	24	accuracy	accuracy	NOUN
cana-6075	72	25	.	.	PUNCT
cana-6075	73	1	a	a	DET
cana-6075	73	2	next	next	ADJ
cana-6075	73	3	-	-	PUNCT
cana-6075	73	4	generation	generation	NOUN
cana-6075	73	5	remediation	remediation	NOUN
cana-6075	73	6	architecture	architecture	NOUN
cana-6075	73	7	integrates	integrate	VERB
cana-6075	73	8	four	four	NUM
cana-6075	73	9	complementary	complementary	ADJ
cana-6075	73	10	layers	layer	NOUN
cana-6075	73	11	:	:	PUNCT
cana-6075	73	12	1	1	X
cana-6075	73	13	.	.	X
cana-6075	73	14	deterministic	deterministic	ADJ
cana-6075	73	15	rule	rule	NOUN
cana-6075	73	16	engines	engine	NOUN
cana-6075	73	17	automates	automate	VERB
cana-6075	73	18	predictable	predictable	ADJ
cana-6075	73	19	,	,	PUNCT
cana-6075	73	20	rules	rule	NOUN
cana-6075	73	21	-	-	PUNCT
cana-6075	73	22	based	base	VERB
cana-6075	73	23	corrections	correction	NOUN
cana-6075	73	24	such	such	ADJ
cana-6075	73	25	as	as	ADP
cana-6075	73	26	heading	head	VERB
cana-6075	73	27	hierarchy	hierarchy	NOUN
cana-6075	73	28	,	,	PUNCT
cana-6075	73	29	aria	aria	NOUN
cana-6075	73	30	tagging	tagging	NOUN
cana-6075	73	31	,	,	PUNCT
cana-6075	73	32	and	and	CCONJ
cana-6075	73	33	color	color	NOUN
cana-6075	73	34	contrast	contrast	NOUN
cana-6075	73	35	adjustments	adjustment	NOUN
cana-6075	73	36	.	.	PUNCT
cana-6075	74	1	2	2	X
cana-6075	74	2	.	.	X
cana-6075	74	3	machine	machine	NOUN
cana-6075	74	4	learning	learning	NOUN
cana-6075	74	5	models	model	NOUN
cana-6075	74	6	detects	detect	NOUN
cana-6075	74	7	patterns	pattern	NOUN
cana-6075	74	8	and	and	CCONJ
cana-6075	74	9	anomalies	anomaly	NOUN
cana-6075	74	10	across	across	ADP
cana-6075	74	11	large	large	ADJ
cana-6075	74	12	content	content	NOUN
cana-6075	74	13	sets	set	NOUN
cana-6075	74	14	,	,	PUNCT
cana-6075	74	15	including	include	VERB
cana-6075	74	16	unlabeled	unlabele	VERB
cana-6075	74	17	visual	visual	ADJ
cana-6075	74	18	elements	element	NOUN
cana-6075	74	19	,	,	PUNCT
cana-6075	74	20	incorrect	incorrect	ADJ
cana-6075	74	21	tab	tab	NOUN
cana-6075	74	22	or	or	CCONJ
cana-6075	74	23	reading	read	VERB
cana-6075	74	24	order	order	NOUN
cana-6075	74	25	,	,	PUNCT
cana-6075	74	26	and	and	CCONJ
cana-6075	74	27	recurrent	recurrent	VERB
cana-6075	74	28	structural	structural	ADJ
cana-6075	74	29	errors	error	NOUN
cana-6075	74	30	.	.	PUNCT
cana-6075	75	1	3	3	X
cana-6075	75	2	.	.	X
cana-6075	75	3	large	large	ADJ
cana-6075	75	4	language	language	NOUN
cana-6075	75	5	models	model	NOUN
cana-6075	75	6	(	(	PUNCT
cana-6075	75	7	llms	llm	NOUN
cana-6075	75	8	)	)	PUNCT
cana-6075	75	9	provides	provide	VERB
cana-6075	75	10	semantic	semantic	ADJ
cana-6075	75	11	intelligence	intelligence	NOUN
cana-6075	75	12	by	by	ADP
cana-6075	75	13	generating	generate	VERB
cana-6075	75	14	meaningful	meaningful	ADJ
cana-6075	75	15	alt	alt	NOUN
cana-6075	75	16	text	text	NOUN
cana-6075	75	17	,	,	PUNCT
cana-6075	75	18	clarifying	clarify	VERB
cana-6075	75	19	ambiguous	ambiguous	ADJ
cana-6075	75	20	link	link	NOUN
cana-6075	75	21	purposes	purpose	NOUN
cana-6075	75	22	,	,	PUNCT
cana-6075	75	23	rewriting	rewrite	VERB
cana-6075	75	24	inconsistent	inconsistent	ADJ
cana-6075	75	25	labels	label	NOUN
cana-6075	75	26	,	,	PUNCT
cana-6075	75	27	and	and	CCONJ
cana-6075	75	28	restructuring	restructure	VERB
cana-6075	75	29	complex	complex	ADJ
cana-6075	75	30	narratives	narrative	NOUN
cana-6075	75	31	for	for	ADP
cana-6075	75	32	logical	logical	ADJ
cana-6075	75	33	flow	flow	NOUN
cana-6075	75	34	.	.	PUNCT
cana-6075	76	1	4	4	X
cana-6075	76	2	.	.	X
cana-6075	76	3	human	human	NOUN
cana-6075	76	4	-	-	PUNCT
cana-6075	76	5	in	in	ADP
cana-6075	76	6	-	-	PUNCT
cana-6075	76	7	the	the	DET
cana-6075	76	8	-	-	PUNCT
cana-6075	76	9	loop	loop	NOUN
cana-6075	76	10	review	review	NOUN
cana-6075	76	11	validates	validate	VERB
cana-6075	76	12	ai	ai	VERB
cana-6075	76	13	outputs	output	NOUN
cana-6075	76	14	,	,	PUNCT
cana-6075	76	15	applies	apply	VERB
cana-6075	76	16	domain	domain	NOUN
cana-6075	76	17	-	-	PUNCT
cana-6075	76	18	specific	specific	ADJ
cana-6075	76	19	expertise	expertise	NOUN
cana-6075	76	20	,	,	PUNCT
cana-6075	76	21	and	and	CCONJ
cana-6075	76	22	supplies	supply	VERB
cana-6075	76	23	corrective	corrective	ADJ
cana-6075	76	24	feedback	feedback	NOUN
cana-6075	76	25	that	that	PRON
cana-6075	76	26	continuously	continuously	ADV
cana-6075	76	27	improves	improve	VERB
cana-6075	76	28	ai	ai	PRON
cana-6075	76	29	performance	performance	NOUN
cana-6075	76	30	.	.	PUNCT
cana-6075	77	1	together	together	ADV
cana-6075	77	2	,	,	PUNCT
cana-6075	77	3	these	these	DET
cana-6075	77	4	components	component	NOUN
cana-6075	77	5	form	form	VERB
cana-6075	77	6	a	a	DET
cana-6075	77	7	hybrid	hybrid	ADJ
cana-6075	77	8	remediation	remediation	NOUN
cana-6075	77	9	pipeline	pipeline	NOUN
cana-6075	77	10	:	:	PUNCT
cana-6075	77	11	deterministic	deterministic	ADJ
cana-6075	77	12	rules	rule	NOUN
cana-6075	77	13	handle	handle	VERB
cana-6075	77	14	well	well	ADV
cana-6075	77	15	-	-	PUNCT
cana-6075	77	16	defined	define	VERB
cana-6075	77	17	issues	issue	NOUN
cana-6075	77	18	,	,	PUNCT
cana-6075	77	19	ml	ml	ADP
cana-6075	77	20	models	model	NOUN
cana-6075	77	21	extend	extend	VERB
cana-6075	77	22	coverage	coverage	NOUN
cana-6075	77	23	to	to	ADP
cana-6075	77	24	structural	structural	ADJ
cana-6075	77	25	anomalies	anomaly	NOUN
cana-6075	77	26	,	,	PUNCT
cana-6075	77	27	llms	llm	NOUN
cana-6075	77	28	address	address	VERB
cana-6075	77	29	subjective	subjective	ADJ
cana-6075	77	30	content	content	NOUN
cana-6075	77	31	challenges	challenge	NOUN
cana-6075	77	32	,	,	PUNCT
cana-6075	77	33	and	and	CCONJ
cana-6075	77	34	human	human	ADJ
cana-6075	77	35	reviewers	reviewer	NOUN
cana-6075	77	36	ensure	ensure	VERB
cana-6075	77	37	quality	quality	NOUN
cana-6075	77	38	assurance	assurance	NOUN
cana-6075	77	39	.	.	PUNCT
cana-6075	78	1	this	this	DET
cana-6075	78	2	layered	layered	ADJ
cana-6075	78	3	approach	approach	NOUN
cana-6075	78	4	shifts	shift	NOUN
cana-6075	78	5	organizations	organization	NOUN
cana-6075	78	6	away	away	ADV
cana-6075	78	7	from	from	ADP
cana-6075	78	8	static	static	ADJ
cana-6075	78	9	,	,	PUNCT
cana-6075	78	10	report	report	NOUN
cana-6075	78	11	-	-	PUNCT
cana-6075	78	12	driven	drive	VERB
cana-6075	78	13	compliance	compliance	NOUN
cana-6075	78	14	toward	toward	ADP
cana-6075	78	15	continuous	continuous	ADJ
cana-6075	78	16	,	,	PUNCT
cana-6075	78	17	proactive	proactive	ADJ
cana-6075	78	18	accessibility	accessibility	NOUN
cana-6075	78	19	remediation	remediation	NOUN
cana-6075	78	20	,	,	PUNCT
cana-6075	78	21	ensuring	ensure	VERB
cana-6075	78	22	that	that	SCONJ
cana-6075	78	23	issues	issue	NOUN
cana-6075	78	24	are	be	AUX
cana-6075	78	25	not	not	PART
cana-6075	78	26	only	only	ADV
cana-6075	78	27	detected	detect	VERB
cana-6075	78	28	but	but	CCONJ
cana-6075	78	29	resolved	resolve	VERB
cana-6075	78	30	before	before	SCONJ
cana-6075	78	31	content	content	NOUN
cana-6075	78	32	is	be	AUX
cana-6075	78	33	published	publish	VERB
cana-6075	78	34	.	.	PUNCT
cana-6075	79	1	communications	communication	NOUN
cana-6075	79	2	on	on	ADP
cana-6075	79	3	applied	apply	VERB
cana-6075	79	4	nonlinear	nonlinear	ADJ
cana-6075	79	5	analysis	analysis	NOUN
cana-6075	79	6	issn	issn	NOUN
cana-6075	79	7	:	:	PUNCT
cana-6075	79	8	1074	1074	NUM
cana-6075	79	9	-	-	PUNCT
cana-6075	79	10	133x	133x	NUM
cana-6075	79	11	vol	vol	NOUN
cana-6075	79	12	31	31	NUM
cana-6075	79	13	no	no	NOUN
cana-6075	79	14	.	.	PUNCT
cana-6075	80	1	5s	5s	NUM
cana-6075	80	2	(	(	PUNCT
cana-6075	80	3	2024	2024	NUM
cana-6075	80	4	)	)	PUNCT
cana-6075	80	5	598	598	NUM
cana-6075	80	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6075	80	7	flowchart	flowchart	NOUN
cana-6075	80	8	2	2	NUM
cana-6075	80	9	:	:	PUNCT
cana-6075	80	10	ai	ai	VERB
cana-6075	80	11	-	-	PUNCT
cana-6075	80	12	augmented	augment	VERB
cana-6075	80	13	remediation	remediation	NOUN
cana-6075	80	14	architecture	architecture	NOUN
cana-6075	80	15	flowchart	flowchart	NOUN
cana-6075	80	16	.	.	PUNCT
cana-6075	81	1	viii	viii	PROPN
cana-6075	81	2	.	.	PUNCT
cana-6075	82	1	embedding	embed	VERB
cana-6075	82	2	remediation	remediation	NOUN
cana-6075	82	3	into	into	ADP
cana-6075	82	4	operations	operation	NOUN
cana-6075	82	5	for	for	ADP
cana-6075	82	6	accessibility	accessibility	NOUN
cana-6075	82	7	remediation	remediation	NOUN
cana-6075	82	8	to	to	PART
cana-6075	82	9	deliver	deliver	VERB
cana-6075	82	10	sustainable	sustainable	ADJ
cana-6075	82	11	impact	impact	NOUN
cana-6075	82	12	,	,	PUNCT
cana-6075	82	13	it	it	PRON
cana-6075	82	14	must	must	AUX
cana-6075	82	15	be	be	AUX
cana-6075	82	16	embedded	embed	VERB
cana-6075	82	17	directly	directly	ADV
cana-6075	82	18	into	into	ADP
cana-6075	82	19	organizational	organizational	ADJ
cana-6075	82	20	workflows	workflow	NOUN
cana-6075	82	21	rather	rather	ADV
cana-6075	82	22	than	than	ADP
cana-6075	82	23	treated	treat	VERB
cana-6075	82	24	as	as	ADP
cana-6075	82	25	a	a	DET
cana-6075	82	26	one	one	NUM
cana-6075	82	27	-	-	PUNCT
cana-6075	82	28	off	off	ADP
cana-6075	82	29	compliance	compliance	NOUN
cana-6075	82	30	project	project	NOUN
cana-6075	82	31	.	.	PUNCT
cana-6075	83	1	enterprises	enterprise	NOUN
cana-6075	83	2	increasingly	increasingly	ADV
cana-6075	83	3	adopt	adopt	VERB
cana-6075	83	4	operational	operational	ADJ
cana-6075	83	5	integration	integration	NOUN
cana-6075	83	6	strategies	strategy	NOUN
cana-6075	83	7	that	that	PRON
cana-6075	83	8	move	move	VERB
cana-6075	83	9	accessibility	accessibility	NOUN
cana-6075	83	10	“	"	PUNCT
cana-6075	83	11	upstream	upstream	NOUN
cana-6075	83	12	”	"	PUNCT
cana-6075	83	13	and	and	CCONJ
cana-6075	83	14	ensure	ensure	VERB
cana-6075	83	15	long	long	ADJ
cana-6075	83	16	-	-	PUNCT
cana-6075	83	17	term	term	NOUN
cana-6075	83	18	quality	quality	NOUN
cana-6075	83	19	control	control	NOUN
cana-6075	83	20	(	(	PUNCT
cana-6075	83	21	pardhi	pardhi	VERB
cana-6075	83	22	et	et	PROPN
cana-6075	83	23	al	al	PROPN
cana-6075	83	24	.	.	PROPN
cana-6075	83	25	,	,	PUNCT
cana-6075	83	26	2023	2023	NUM
cana-6075	83	27	;	;	PUNCT
cana-6075	83	28	schmitt	schmitt	PROPN
cana-6075	83	29	-	-	PUNCT
cana-6075	83	30	koopmann	koopmann	PROPN
cana-6075	83	31	et	et	PROPN
cana-6075	83	32	al	al	PROPN
cana-6075	83	33	.	.	PROPN
cana-6075	83	34	,	,	PUNCT
cana-6075	83	35	2025	2025	NUM
cana-6075	83	36	)	)	PUNCT
cana-6075	83	37	.	.	PUNCT
cana-6075	84	1	four	four	NUM
cana-6075	84	2	approaches	approach	NOUN
cana-6075	84	3	stand	stand	VERB
cana-6075	84	4	out	out	ADP
cana-6075	84	5	:	:	PUNCT
cana-6075	84	6	1	1	X
cana-6075	84	7	.	.	X
cana-6075	84	8	shift	shift	NOUN
cana-6075	84	9	-	-	PUNCT
cana-6075	84	10	left	leave	VERB
cana-6075	84	11	accessibility	accessibility	NOUN
cana-6075	84	12	training	training	NOUN
cana-6075	84	13	authors	author	NOUN
cana-6075	84	14	,	,	PUNCT
cana-6075	84	15	designers	designer	NOUN
cana-6075	84	16	,	,	PUNCT
cana-6075	84	17	and	and	CCONJ
cana-6075	84	18	developers	developer	NOUN
cana-6075	84	19	to	to	PART
cana-6075	84	20	apply	apply	VERB
cana-6075	84	21	wcag	wcag	PROPN
cana-6075	84	22	principles	principle	NOUN
cana-6075	84	23	at	at	ADP
cana-6075	84	24	the	the	DET
cana-6075	84	25	content	content	NOUN
cana-6075	84	26	creation	creation	NOUN
cana-6075	84	27	stage	stage	NOUN
cana-6075	84	28	reduces	reduce	VERB
cana-6075	84	29	downstream	downstream	ADJ
cana-6075	84	30	remediation	remediation	NOUN
cana-6075	84	31	costs	cost	NOUN
cana-6075	84	32	.	.	PUNCT
cana-6075	85	1	embedding	embed	VERB
cana-6075	85	2	accessibility	accessibility	NOUN
cana-6075	85	3	into	into	ADP
cana-6075	85	4	authoring	author	VERB
cana-6075	85	5	tools	tool	NOUN
cana-6075	85	6	and	and	CCONJ
cana-6075	85	7	design	design	NOUN
cana-6075	85	8	systems	system	NOUN
cana-6075	85	9	enables	enable	VERB
cana-6075	85	10	teams	team	NOUN
cana-6075	85	11	to	to	PART
cana-6075	85	12	prevent	prevent	VERB
cana-6075	85	13	errors	error	NOUN
cana-6075	85	14	before	before	SCONJ
cana-6075	85	15	they	they	PRON
cana-6075	85	16	occur	occur	VERB
cana-6075	85	17	,	,	PUNCT
cana-6075	85	18	embodying	embody	VERB
cana-6075	85	19	a	a	DET
cana-6075	85	20	proactive	proactive	ADJ
cana-6075	85	21	“	"	PUNCT
cana-6075	85	22	shift	shift	NOUN
cana-6075	85	23	-	-	PUNCT
cana-6075	85	24	left	left	ADJ
cana-6075	85	25	”	"	PUNCT
cana-6075	85	26	strategy	strategy	NOUN
cana-6075	85	27	(	(	PUNCT
cana-6075	85	28	lópezgil	lópezgil	PROPN
cana-6075	85	29	&	&	CCONJ
cana-6075	85	30	pereira	pereira	PROPN
cana-6075	85	31	,	,	PUNCT
cana-6075	85	32	2025	2025	NUM
cana-6075	85	33	)	)	PUNCT
cana-6075	85	34	.	.	PUNCT
cana-6075	86	1	2	2	X
cana-6075	86	2	.	.	X
cana-6075	86	3	centralized	centralize	VERB
cana-6075	86	4	remediation	remediation	NOUN
cana-6075	86	5	teams	team	NOUN
cana-6075	86	6	large	large	ADJ
cana-6075	86	7	enterprises	enterprise	NOUN
cana-6075	86	8	often	often	ADV
cana-6075	86	9	establish	establish	VERB
cana-6075	86	10	specialized	specialized	ADJ
cana-6075	86	11	remediation	remediation	NOUN
cana-6075	86	12	units	unit	NOUN
cana-6075	86	13	responsible	responsible	ADJ
cana-6075	86	14	for	for	ADP
cana-6075	86	15	handling	handle	VERB
cana-6075	86	16	legacy	legacy	NOUN
cana-6075	86	17	debt	debt	NOUN
cana-6075	86	18	and	and	CCONJ
cana-6075	86	19	bulk	bulk	ADJ
cana-6075	86	20	remediation	remediation	NOUN
cana-6075	86	21	across	across	ADP
cana-6075	86	22	diverse	diverse	ADJ
cana-6075	86	23	assets	asset	NOUN
cana-6075	86	24	(	(	PUNCT
cana-6075	86	25	html	html	NOUN
cana-6075	86	26	,	,	PUNCT
cana-6075	86	27	pdf	pdf	NOUN
cana-6075	86	28	,	,	PUNCT
cana-6075	86	29	docx	docx	NOUN
cana-6075	86	30	,	,	PUNCT
cana-6075	86	31	pptx	pptx	PROPN
cana-6075	86	32	)	)	PUNCT
cana-6075	86	33	.	.	PUNCT
cana-6075	87	1	these	these	DET
cana-6075	87	2	teams	team	NOUN
cana-6075	87	3	complement	complement	VERB
cana-6075	87	4	distributed	distribute	VERB
cana-6075	87	5	authoring	authoring	NOUN
cana-6075	87	6	by	by	ADP
cana-6075	87	7	tackling	tackle	VERB
cana-6075	87	8	high	high	ADJ
cana-6075	87	9	-	-	PUNCT
cana-6075	87	10	complexity	complexity	NOUN
cana-6075	87	11	and	and	CCONJ
cana-6075	87	12	high	high	ADJ
cana-6075	87	13	-	-	PUNCT
cana-6075	87	14	volume	volume	NOUN
cana-6075	87	15	accessibility	accessibility	NOUN
cana-6075	87	16	backlogs	backlog	NOUN
cana-6075	87	17	(	(	PUNCT
cana-6075	87	18	veraamaro	veraamaro	NOUN
cana-6075	87	19	&	&	CCONJ
cana-6075	87	20	rojano	rojano	NOUN
cana-6075	87	21	-	-	NOUN
cana-6075	87	22	cáceres	cácere	NOUN
cana-6075	87	23	,	,	PUNCT
cana-6075	87	24	2025	2025	NUM
cana-6075	87	25	)	)	PUNCT
cana-6075	87	26	.	.	PUNCT
cana-6075	88	1	3	3	X
cana-6075	88	2	.	.	NUM
cana-6075	88	3	automated	automate	VERB
cana-6075	88	4	ci	ci	PROPN
cana-6075	88	5	/	/	SYM
cana-6075	88	6	cd	cd	NOUN
cana-6075	88	7	gates	gate	NOUN
cana-6075	88	8	integration	integration	NOUN
cana-6075	88	9	of	of	ADP
cana-6075	88	10	automated	automate	VERB
cana-6075	88	11	accessibility	accessibility	NOUN
cana-6075	88	12	checks	check	NOUN
cana-6075	88	13	into	into	ADP
cana-6075	88	14	continuous	continuous	ADJ
cana-6075	88	15	integration	integration	NOUN
cana-6075	88	16	/	/	SYM
cana-6075	88	17	continuous	continuous	ADJ
cana-6075	88	18	delivery	delivery	NOUN
cana-6075	88	19	(	(	PUNCT
cana-6075	88	20	ci	ci	NOUN
cana-6075	88	21	/	/	SYM
cana-6075	88	22	cd	cd	PROPN
cana-6075	88	23	)	)	PUNCT
cana-6075	88	24	pipelines	pipeline	NOUN
cana-6075	88	25	ensures	ensure	VERB
cana-6075	88	26	that	that	DET
cana-6075	88	27	inaccessible	inaccessible	ADJ
cana-6075	88	28	code	code	NOUN
cana-6075	88	29	and	and	CCONJ
cana-6075	88	30	documents	document	NOUN
cana-6075	88	31	are	be	AUX
cana-6075	88	32	blocked	block	VERB
cana-6075	88	33	from	from	ADP
cana-6075	88	34	deployment	deployment	NOUN
cana-6075	88	35	.	.	PUNCT
cana-6075	89	1	this	this	PRON
cana-6075	89	2	prevents	prevent	VERB
cana-6075	89	3	regression	regression	NOUN
cana-6075	89	4	,	,	PUNCT
cana-6075	89	5	embeds	embed	VERB
cana-6075	89	6	accountability	accountability	NOUN
cana-6075	89	7	within	within	ADP
cana-6075	89	8	devops	devop	NOUN
cana-6075	89	9	workflows	workflow	NOUN
cana-6075	89	10	,	,	PUNCT
cana-6075	89	11	and	and	CCONJ
cana-6075	89	12	transforms	transform	VERB
cana-6075	89	13	accessibility	accessibility	NOUN
cana-6075	89	14	into	into	ADP
cana-6075	89	15	a	a	DET
cana-6075	89	16	quality	quality	NOUN
cana-6075	89	17	gate	gate	NOUN
cana-6075	89	18	rather	rather	ADV
cana-6075	89	19	than	than	ADP
cana-6075	89	20	a	a	DET
cana-6075	89	21	retrospective	retrospective	ADJ
cana-6075	89	22	fix	fix	NOUN
cana-6075	89	23	(	(	PUNCT
cana-6075	89	24	mack	mack	PROPN
cana-6075	89	25	et	et	PROPN
cana-6075	89	26	al	al	PROPN
cana-6075	89	27	.	.	PROPN
cana-6075	89	28	,	,	PUNCT
cana-6075	89	29	2021	2021	NUM
cana-6075	89	30	)	)	PUNCT
cana-6075	89	31	.	.	PUNCT
cana-6075	90	1	communications	communication	NOUN
cana-6075	90	2	on	on	ADP
cana-6075	90	3	applied	apply	VERB
cana-6075	90	4	nonlinear	nonlinear	ADJ
cana-6075	90	5	analysis	analysis	NOUN
cana-6075	90	6	issn	issn	NOUN
cana-6075	90	7	:	:	PUNCT
cana-6075	90	8	1074	1074	NUM
cana-6075	90	9	-	-	PUNCT
cana-6075	90	10	133x	133x	NUM
cana-6075	90	11	vol	vol	NOUN
cana-6075	90	12	31	31	NUM
cana-6075	90	13	no	no	NOUN
cana-6075	90	14	.	.	PUNCT
cana-6075	91	1	5s	5s	NUM
cana-6075	91	2	(	(	PUNCT
cana-6075	91	3	2024	2024	NUM
cana-6075	91	4	)	)	PUNCT
cana-6075	91	5	599	599	NUM
cana-6075	91	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6075	91	7	4	4	X
cana-6075	91	8	.	.	PUNCT
cana-6075	92	1	metrics	metric	NOUN
cana-6075	92	2	and	and	CCONJ
cana-6075	92	3	feedback	feedback	NOUN
cana-6075	92	4	loops	loop	NOUN
cana-6075	92	5	sustainable	sustainable	ADJ
cana-6075	92	6	remediation	remediation	NOUN
cana-6075	92	7	requires	require	VERB
cana-6075	92	8	continuous	continuous	ADJ
cana-6075	92	9	measurement	measurement	NOUN
cana-6075	92	10	.	.	PUNCT
cana-6075	93	1	key	key	ADJ
cana-6075	93	2	metrics	metric	NOUN
cana-6075	93	3	include	include	VERB
cana-6075	93	4	defect	defect	NOUN
cana-6075	93	5	recurrence	recurrence	NOUN
cana-6075	93	6	rates	rate	NOUN
cana-6075	93	7	,	,	PUNCT
cana-6075	93	8	mean	mean	VERB
cana-6075	93	9	time	time	NOUN
cana-6075	93	10	-	-	PUNCT
cana-6075	93	11	to	to	ADP
cana-6075	93	12	-	-	PUNCT
cana-6075	93	13	remediation	remediation	NOUN
cana-6075	93	14	,	,	PUNCT
cana-6075	93	15	and	and	CCONJ
cana-6075	93	16	ai	ai	VERB
cana-6075	93	17	model	model	NOUN
cana-6075	93	18	accuracy	accuracy	NOUN
cana-6075	93	19	when	when	SCONJ
cana-6075	93	20	auto	auto	NOUN
cana-6075	93	21	-	-	PUNCT
cana-6075	93	22	fixing	fix	VERB
cana-6075	93	23	issues	issue	NOUN
cana-6075	93	24	.	.	PUNCT
cana-6075	94	1	feedback	feedback	NOUN
cana-6075	94	2	loops	loop	NOUN
cana-6075	94	3	enable	enable	VERB
cana-6075	94	4	iterative	iterative	NOUN
cana-6075	94	5	improvement	improvement	NOUN
cana-6075	94	6	by	by	ADP
cana-6075	94	7	training	train	VERB
cana-6075	94	8	both	both	DET
cana-6075	94	9	human	human	ADJ
cana-6075	94	10	teams	team	NOUN
cana-6075	94	11	and	and	CCONJ
cana-6075	94	12	ai	ai	VERB
cana-6075	94	13	systems	system	NOUN
cana-6075	94	14	to	to	PART
cana-6075	94	15	reduce	reduce	VERB
cana-6075	94	16	future	future	ADJ
cana-6075	94	17	violations	violation	NOUN
cana-6075	94	18	(	(	PUNCT
cana-6075	94	19	edwards	edwards	PROPN
cana-6075	94	20	et	et	PROPN
cana-6075	94	21	al	al	PROPN
cana-6075	94	22	.	.	PROPN
cana-6075	94	23	,	,	PUNCT
cana-6075	94	24	2023	2023	NUM
cana-6075	94	25	)	)	PUNCT
cana-6075	94	26	.	.	PUNCT
cana-6075	95	1	table	table	NOUN
cana-6075	95	2	3	3	NUM
cana-6075	95	3	:	:	PUNCT
cana-6075	95	4	distribution	distribution	NOUN
cana-6075	95	5	of	of	ADP
cana-6075	95	6	responsibility	responsibility	NOUN
cana-6075	95	7	in	in	ADP
cana-6075	95	8	accessibility	accessibility	NOUN
cana-6075	95	9	remediation	remediation	NOUN
cana-6075	95	10	responsibility	responsibility	NOUN
cana-6075	95	11	category	category	NOUN
cana-6075	95	12	percentage	percentage	NOUN
cana-6075	95	13	(	(	PUNCT
cana-6075	95	14	%	%	NOUN
cana-6075	95	15	)	)	PUNCT
cana-6075	95	16	automated	automate	VERB
cana-6075	95	17	tools	tool	NOUN
cana-6075	95	18	30	30	NUM
cana-6075	95	19	ai	ai	NOUN
cana-6075	95	20	/	/	SYM
cana-6075	95	21	llms	llm	NOUN
cana-6075	95	22	25	25	NUM
cana-6075	95	23	human	human	ADJ
cana-6075	95	24	review	review	NOUN
cana-6075	95	25	25	25	NUM
cana-6075	95	26	authors	author	NOUN
cana-6075	95	27	/	/	SYM
cana-6075	95	28	developers	developer	NOUN
cana-6075	95	29	20	20	NUM
cana-6075	95	30	chart	chart	NOUN
cana-6075	95	31	3	3	NUM
cana-6075	95	32	:	:	PUNCT
cana-6075	95	33	distribution	distribution	NOUN
cana-6075	95	34	of	of	ADP
cana-6075	95	35	responsibility	responsibility	NOUN
cana-6075	95	36	in	in	ADP
cana-6075	95	37	accessibility	accessibility	NOUN
cana-6075	95	38	remediation	remediation	NOUN
cana-6075	95	39	ix	ix	PRON
cana-6075	95	40	.	.	PUNCT
cana-6075	96	1	future	future	ADJ
cana-6075	96	2	directions	direction	NOUN
cana-6075	96	3	the	the	DET
cana-6075	96	4	next	next	ADJ
cana-6075	96	5	wave	wave	NOUN
cana-6075	96	6	of	of	ADP
cana-6075	96	7	accessibility	accessibility	NOUN
cana-6075	96	8	innovation	innovation	NOUN
cana-6075	96	9	will	will	AUX
cana-6075	96	10	push	push	VERB
cana-6075	96	11	remediation	remediation	NOUN
cana-6075	96	12	beyond	beyond	ADP
cana-6075	96	13	static	static	ADJ
cana-6075	96	14	compliance	compliance	NOUN
cana-6075	96	15	and	and	CCONJ
cana-6075	96	16	toward	toward	ADP
cana-6075	96	17	dynamic	dynamic	ADJ
cana-6075	96	18	,	,	PUNCT
cana-6075	96	19	user	user	NOUN
cana-6075	96	20	-	-	PUNCT
cana-6075	96	21	centered	center	VERB
cana-6075	96	22	design	design	NOUN
cana-6075	96	23	.	.	PUNCT
cana-6075	97	1	three	three	NUM
cana-6075	97	2	developments	development	NOUN
cana-6075	97	3	are	be	AUX
cana-6075	97	4	particularly	particularly	ADV
cana-6075	97	5	noteworthy	noteworthy	ADJ
cana-6075	97	6	:	:	PUNCT
cana-6075	97	7	1	1	X
cana-6075	97	8	.	.	X
cana-6075	97	9	real	real	ADJ
cana-6075	97	10	-	-	PUNCT
cana-6075	97	11	time	time	NOUN
cana-6075	97	12	accessibility	accessibility	NOUN
cana-6075	97	13	correction	correction	NOUN
cana-6075	97	14	future	future	ADJ
cana-6075	97	15	remediation	remediation	NOUN
cana-6075	97	16	systems	system	NOUN
cana-6075	97	17	will	will	AUX
cana-6075	97	18	operate	operate	VERB
cana-6075	97	19	in	in	ADP
cana-6075	97	20	real	real	ADJ
cana-6075	97	21	time	time	NOUN
cana-6075	97	22	,	,	PUNCT
cana-6075	97	23	intercepting	intercept	VERB
cana-6075	97	24	and	and	CCONJ
cana-6075	97	25	correcting	correct	VERB
cana-6075	97	26	accessibility	accessibility	NOUN
cana-6075	97	27	violations	violation	NOUN
cana-6075	97	28	as	as	SCONJ
cana-6075	97	29	content	content	NOUN
cana-6075	97	30	is	be	AUX
cana-6075	97	31	created	create	VERB
cana-6075	97	32	or	or	CCONJ
cana-6075	97	33	consumed	consume	VERB
cana-6075	97	34	.	.	PUNCT
cana-6075	98	1	this	this	PRON
cana-6075	98	2	will	will	AUX
cana-6075	98	3	reduce	reduce	VERB
cana-6075	98	4	the	the	DET
cana-6075	98	5	latency	latency	NOUN
cana-6075	98	6	between	between	ADP
cana-6075	98	7	detection	detection	NOUN
cana-6075	98	8	and	and	CCONJ
cana-6075	98	9	fix	fix	NOUN
cana-6075	98	10	,	,	PUNCT
cana-6075	98	11	ensuring	ensure	VERB
cana-6075	98	12	that	that	SCONJ
cana-6075	98	13	users	user	NOUN
cana-6075	98	14	experience	experience	VERB
cana-6075	98	15	accessibility	accessibility	NOUN
cana-6075	98	16	improvements	improvement	NOUN
cana-6075	98	17	immediately	immediately	ADV
cana-6075	98	18	rather	rather	ADV
cana-6075	98	19	than	than	ADP
cana-6075	98	20	waiting	wait	VERB
cana-6075	98	21	for	for	ADP
cana-6075	98	22	batch	batch	NOUN
cana-6075	98	23	remediation	remediation	NOUN
cana-6075	98	24	cycles	cycle	NOUN
cana-6075	98	25	(	(	PUNCT
cana-6075	98	26	scholz	scholz	NOUN
cana-6075	98	27	et	et	PROPN
cana-6075	98	28	al	al	PROPN
cana-6075	98	29	.	.	PROPN
cana-6075	98	30	,	,	PUNCT
cana-6075	98	31	2024	2024	NUM
cana-6075	98	32	)	)	PUNCT
cana-6075	98	33	.	.	PUNCT
cana-6075	99	1	2	2	X
cana-6075	99	2	.	.	X
cana-6075	99	3	ai	ai	AUX
cana-6075	99	4	-	-	PUNCT
cana-6075	99	5	based	base	VERB
cana-6075	99	6	personalization	personalization	NOUN
cana-6075	99	7	for	for	ADP
cana-6075	99	8	diverse	diverse	ADJ
cana-6075	99	9	needs	need	NOUN
cana-6075	99	10	accessibility	accessibility	NOUN
cana-6075	99	11	will	will	AUX
cana-6075	99	12	evolve	evolve	VERB
cana-6075	99	13	from	from	ADP
cana-6075	99	14	uniform	uniform	ADJ
cana-6075	99	15	compliance	compliance	NOUN
cana-6075	99	16	toward	toward	ADP
cana-6075	99	17	personalized	personalized	ADJ
cana-6075	99	18	adaptation	adaptation	NOUN
cana-6075	99	19	,	,	PUNCT
cana-6075	99	20	where	where	SCONJ
cana-6075	99	21	ai	ai	AUX
cana-6075	99	22	dynamically	dynamically	ADV
cana-6075	99	23	tailors	tailor	NOUN
cana-6075	99	24	interfaces	interface	NOUN
cana-6075	99	25	to	to	ADP
cana-6075	99	26	individual	individual	ADJ
cana-6075	99	27	user	user	NOUN
cana-6075	99	28	profiles	profile	NOUN
cana-6075	99	29	.	.	PUNCT
cana-6075	100	1	for	for	ADP
cana-6075	100	2	instance	instance	NOUN
cana-6075	100	3	,	,	PUNCT
cana-6075	100	4	systems	system	NOUN
cana-6075	100	5	may	may	AUX
cana-6075	100	6	adjust	adjust	VERB
cana-6075	100	7	reading	read	VERB
cana-6075	100	8	order	order	NOUN
cana-6075	100	9	for	for	ADP
cana-6075	100	10	dyslexic	dyslexic	ADJ
cana-6075	100	11	users	user	NOUN
cana-6075	100	12	,	,	PUNCT
cana-6075	100	13	provide	provide	VERB
cana-6075	100	14	adaptive	adaptive	ADJ
cana-6075	100	15	captioning	captioning	NOUN
cana-6075	100	16	for	for	ADP
cana-6075	100	17	hearing	hearing	NOUN
cana-6075	100	18	-	-	PUNCT
cana-6075	100	19	impaired	impair	VERB
cana-6075	100	20	audiences	audience	NOUN
cana-6075	100	21	,	,	PUNCT
cana-6075	100	22	or	or	CCONJ
cana-6075	100	23	generate	generate	VERB
cana-6075	100	24	simplified	simplified	ADJ
cana-6075	100	25	content	content	NOUN
cana-6075	100	26	for	for	ADP
cana-6075	100	27	cognitive	cognitive	ADJ
cana-6075	100	28	accessibility	accessibility	NOUN
cana-6075	100	29	(	(	PUNCT
cana-6075	100	30	lópez	lópez	NOUN
cana-6075	100	31	-	-	PUNCT
cana-6075	100	32	nores	nore	NOUN
cana-6075	100	33	et	et	PROPN
cana-6075	100	34	al	al	PROPN
cana-6075	100	35	.	.	PROPN
cana-6075	100	36	,	,	PUNCT
cana-6075	100	37	2023	2023	NUM
cana-6075	100	38	)	)	PUNCT
cana-6075	100	39	.	.	PUNCT
cana-6075	101	1	communications	communication	NOUN
cana-6075	101	2	on	on	ADP
cana-6075	101	3	applied	apply	VERB
cana-6075	101	4	nonlinear	nonlinear	ADJ
cana-6075	101	5	analysis	analysis	NOUN
cana-6075	101	6	issn	issn	NOUN
cana-6075	101	7	:	:	PUNCT
cana-6075	101	8	1074	1074	NUM
cana-6075	101	9	-	-	PUNCT
cana-6075	101	10	133x	133x	NUM
cana-6075	101	11	vol	vol	NOUN
cana-6075	101	12	31	31	NUM
cana-6075	101	13	no	no	NOUN
cana-6075	101	14	.	.	PUNCT
cana-6075	102	1	5s	5s	NUM
cana-6075	102	2	(	(	PUNCT
cana-6075	102	3	2024	2024	NUM
cana-6075	102	4	)	)	PUNCT
cana-6075	102	5	600	600	NUM
cana-6075	102	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6075	102	7	3	3	X
cana-6075	102	8	.	.	PUNCT
cana-6075	102	9	multi	multi	ADJ
cana-6075	102	10	-	-	ADJ
cana-6075	102	11	modal	modal	ADJ
cana-6075	102	12	large	large	ADJ
cana-6075	102	13	language	language	NOUN
cana-6075	102	14	models	model	NOUN
cana-6075	102	15	(	(	PUNCT
cana-6075	102	16	llms	llm	NOUN
cana-6075	102	17	)	)	PUNCT
cana-6075	102	18	with	with	ADP
cana-6075	102	19	rapid	rapid	ADJ
cana-6075	102	20	advances	advance	NOUN
cana-6075	102	21	in	in	ADP
cana-6075	102	22	vision	vision	NOUN
cana-6075	102	23	–	–	PUNCT
cana-6075	102	24	language	language	NOUN
cana-6075	102	25	–	–	PUNCT
cana-6075	102	26	speech	speech	NOUN
cana-6075	102	27	models	model	NOUN
cana-6075	102	28	,	,	PUNCT
cana-6075	102	29	remediation	remediation	NOUN
cana-6075	102	30	will	will	AUX
cana-6075	102	31	increasingly	increasingly	ADV
cana-6075	102	32	leverage	leverage	VERB
cana-6075	102	33	ai	ai	VERB
cana-6075	102	34	capable	capable	ADJ
cana-6075	102	35	of	of	ADP
cana-6075	102	36	processing	processing	NOUN
cana-6075	102	37	and	and	CCONJ
cana-6075	102	38	generating	generate	VERB
cana-6075	102	39	across	across	ADP
cana-6075	102	40	modalities	modality	NOUN
cana-6075	102	41	.	.	PUNCT
cana-6075	103	1	such	such	ADJ
cana-6075	103	2	models	model	NOUN
cana-6075	103	3	could	could	AUX
cana-6075	103	4	describe	describe	VERB
cana-6075	103	5	images	image	NOUN
cana-6075	103	6	with	with	ADP
cana-6075	103	7	contextual	contextual	ADJ
cana-6075	103	8	nuance	nuance	NOUN
cana-6075	103	9	,	,	PUNCT
cana-6075	103	10	restructure	restructure	NOUN
cana-6075	103	11	multimedia	multimedia	NOUN
cana-6075	103	12	presentations	presentation	NOUN
cana-6075	103	13	for	for	ADP
cana-6075	103	14	clarity	clarity	NOUN
cana-6075	103	15	,	,	PUNCT
cana-6075	103	16	and	and	CCONJ
cana-6075	103	17	synchronize	synchronize	VERB
cana-6075	103	18	accessible	accessible	ADJ
cana-6075	103	19	captions	caption	NOUN
cana-6075	103	20	with	with	ADP
cana-6075	103	21	audio	audio	ADJ
cana-6075	103	22	/	/	SYM
cana-6075	103	23	video	video	NOUN
cana-6075	103	24	streams	stream	NOUN
cana-6075	103	25	.	.	PUNCT
cana-6075	104	1	this	this	PRON
cana-6075	104	2	will	will	AUX
cana-6075	104	3	enable	enable	VERB
cana-6075	104	4	holistic	holistic	ADJ
cana-6075	104	5	remediation	remediation	NOUN
cana-6075	104	6	of	of	ADP
cana-6075	104	7	complex	complex	ADJ
cana-6075	104	8	digital	digital	ADJ
cana-6075	104	9	ecosystems	ecosystem	NOUN
cana-6075	104	10	where	where	SCONJ
cana-6075	104	11	text	text	NOUN
cana-6075	104	12	,	,	PUNCT
cana-6075	104	13	images	image	NOUN
cana-6075	104	14	,	,	PUNCT
cana-6075	104	15	and	and	CCONJ
cana-6075	104	16	audio	audio	ADJ
cana-6075	104	17	co	co	NOUN
cana-6075	104	18	-	-	NOUN
cana-6075	104	19	exist	exist	ADJ
cana-6075	104	20	(	(	PUNCT
cana-6075	104	21	openai	openai	ADJ
cana-6075	104	22	,	,	PUNCT
cana-6075	104	23	2025	2025	NUM
cana-6075	104	24	)	)	PUNCT
cana-6075	104	25	.	.	PUNCT
cana-6075	105	1	ultimately	ultimately	ADV
cana-6075	105	2	,	,	PUNCT
cana-6075	105	3	the	the	DET
cana-6075	105	4	future	future	NOUN
cana-6075	105	5	of	of	ADP
cana-6075	105	6	wcag	wcag	PROPN
cana-6075	105	7	remediation	remediation	NOUN
cana-6075	105	8	lies	lie	VERB
cana-6075	105	9	in	in	ADP
cana-6075	105	10	reframing	reframe	VERB
cana-6075	105	11	accessibility	accessibility	NOUN
cana-6075	105	12	as	as	ADP
cana-6075	105	13	a	a	DET
cana-6075	105	14	dynamic	dynamic	ADJ
cana-6075	105	15	design	design	NOUN
cana-6075	105	16	principle	principle	NOUN
cana-6075	105	17	rather	rather	ADV
cana-6075	105	18	than	than	ADP
cana-6075	105	19	a	a	DET
cana-6075	105	20	static	static	ADJ
cana-6075	105	21	compliance	compliance	NOUN
cana-6075	105	22	checklist	checklist	NOUN
cana-6075	105	23	.	.	PUNCT
cana-6075	106	1	by	by	ADP
cana-6075	106	2	embedding	embed	VERB
cana-6075	106	3	ai	ai	NOUN
cana-6075	106	4	,	,	PUNCT
cana-6075	106	5	multimodal	multimodal	ADJ
cana-6075	106	6	intelligence	intelligence	NOUN
cana-6075	106	7	,	,	PUNCT
cana-6075	106	8	and	and	CCONJ
cana-6075	106	9	real	real	ADJ
cana-6075	106	10	-	-	PUNCT
cana-6075	106	11	time	time	NOUN
cana-6075	106	12	correction	correction	NOUN
cana-6075	106	13	into	into	ADP
cana-6075	106	14	everyday	everyday	ADJ
cana-6075	106	15	workflows	workflow	NOUN
cana-6075	106	16	,	,	PUNCT
cana-6075	106	17	organizations	organization	NOUN
cana-6075	106	18	can	can	AUX
cana-6075	106	19	transition	transition	VERB
cana-6075	106	20	from	from	ADP
cana-6075	106	21	compliance	compliance	NOUN
cana-6075	106	22	-	-	PUNCT
cana-6075	106	23	driven	drive	VERB
cana-6075	106	24	accessibility	accessibility	NOUN
cana-6075	106	25	to	to	ADP
cana-6075	106	26	truly	truly	ADV
cana-6075	106	27	inclusive	inclusive	VERB
cana-6075	106	28	digital	digital	ADJ
cana-6075	106	29	experiences	experience	NOUN
cana-6075	106	30	.	.	PUNCT
cana-6075	107	1	future	future	ADJ
cana-6075	107	2	research	research	NOUN
cana-6075	107	3	should	should	AUX
cana-6075	107	4	prioritize	prioritize	VERB
cana-6075	107	5	the	the	DET
cana-6075	107	6	development	development	NOUN
cana-6075	107	7	of	of	ADP
cana-6075	107	8	latency	latency	NOUN
cana-6075	107	9	-	-	PUNCT
cana-6075	107	10	aware	aware	ADJ
cana-6075	107	11	remediation	remediation	NOUN
cana-6075	107	12	pipelines	pipeline	NOUN
cana-6075	107	13	capable	capable	ADJ
cana-6075	107	14	of	of	ADP
cana-6075	107	15	correcting	correct	VERB
cana-6075	107	16	accessibility	accessibility	NOUN
cana-6075	107	17	issues	issue	NOUN
cana-6075	107	18	in	in	ADP
cana-6075	107	19	real	real	ADJ
cana-6075	107	20	time	time	NOUN
cana-6075	107	21	as	as	SCONJ
cana-6075	107	22	content	content	NOUN
cana-6075	107	23	is	be	AUX
cana-6075	107	24	created	create	VERB
cana-6075	107	25	or	or	CCONJ
cana-6075	107	26	consumed	consume	VERB
cana-6075	107	27	.	.	PUNCT
cana-6075	108	1	equally	equally	ADV
cana-6075	108	2	important	important	ADJ
cana-6075	108	3	is	be	AUX
cana-6075	108	4	the	the	DET
cana-6075	108	5	investigation	investigation	NOUN
cana-6075	108	6	of	of	ADP
cana-6075	108	7	adaptive	adaptive	ADJ
cana-6075	108	8	,	,	PUNCT
cana-6075	108	9	personalized	personalize	VERB
cana-6075	108	10	accessibility	accessibility	NOUN
cana-6075	108	11	systems	system	NOUN
cana-6075	108	12	that	that	PRON
cana-6075	108	13	dynamically	dynamically	ADV
cana-6075	108	14	adjust	adjust	VERB
cana-6075	108	15	features	feature	NOUN
cana-6075	108	16	such	such	ADJ
cana-6075	108	17	as	as	ADP
cana-6075	108	18	captioning	captioning	NOUN
cana-6075	108	19	,	,	PUNCT
cana-6075	108	20	reading	read	VERB
cana-6075	108	21	order	order	NOUN
cana-6075	108	22	,	,	PUNCT
cana-6075	108	23	or	or	CCONJ
cana-6075	108	24	text	text	NOUN
cana-6075	108	25	simplification	simplification	NOUN
cana-6075	108	26	to	to	ADP
cana-6075	108	27	individual	individual	ADJ
cana-6075	108	28	user	user	NOUN
cana-6075	108	29	needs	need	NOUN
cana-6075	108	30	.	.	PUNCT
cana-6075	109	1	finally	finally	ADV
cana-6075	109	2	,	,	PUNCT
cana-6075	109	3	the	the	DET
cana-6075	109	4	rapid	rapid	ADJ
cana-6075	109	5	progress	progress	NOUN
cana-6075	109	6	of	of	ADP
cana-6075	109	7	multi	multi	ADJ
cana-6075	109	8	-	-	ADJ
cana-6075	109	9	modal	modal	ADJ
cana-6075	109	10	llms	llm	NOUN
cana-6075	109	11	presents	present	VERB
cana-6075	109	12	a	a	DET
cana-6075	109	13	critical	critical	ADJ
cana-6075	109	14	opportunity	opportunity	NOUN
cana-6075	109	15	for	for	ADP
cana-6075	109	16	systematic	systematic	ADJ
cana-6075	109	17	study	study	NOUN
cana-6075	109	18	,	,	PUNCT
cana-6075	109	19	particularly	particularly	ADV
cana-6075	109	20	in	in	ADP
cana-6075	109	21	synchronizing	synchronize	VERB
cana-6075	109	22	captions	caption	NOUN
cana-6075	109	23	,	,	PUNCT
cana-6075	109	24	alternative	alternative	ADJ
cana-6075	109	25	text	text	NOUN
cana-6075	109	26	,	,	PUNCT
cana-6075	109	27	and	and	CCONJ
cana-6075	109	28	reading	read	VERB
cana-6075	109	29	flow	flow	NOUN
cana-6075	109	30	across	across	ADP
cana-6075	109	31	complex	complex	ADJ
cana-6075	109	32	,	,	PUNCT
cana-6075	109	33	multimedia	multimedia	NOUN
cana-6075	109	34	environments	environment	NOUN
cana-6075	109	35	.	.	PUNCT
cana-6075	110	1	x.	x.	PROPN
cana-6075	110	2	conclusion	conclusion	PROPN
cana-6075	110	3	wcag	wcag	PROPN
cana-6075	110	4	compliance	compliance	NOUN
cana-6075	110	5	can	can	AUX
cana-6075	110	6	not	not	PART
cana-6075	110	7	be	be	AUX
cana-6075	110	8	realized	realize	VERB
cana-6075	110	9	through	through	ADP
cana-6075	110	10	detection	detection	NOUN
cana-6075	110	11	alone	alone	ADV
cana-6075	110	12	;	;	PUNCT
cana-6075	110	13	it	it	PRON
cana-6075	110	14	requires	require	VERB
cana-6075	110	15	a	a	DET
cana-6075	110	16	systematic	systematic	ADJ
cana-6075	110	17	commitment	commitment	NOUN
cana-6075	110	18	to	to	ADP
cana-6075	110	19	remediation	remediation	NOUN
cana-6075	110	20	as	as	ADP
cana-6075	110	21	the	the	DET
cana-6075	110	22	true	true	ADJ
cana-6075	110	23	driver	driver	NOUN
cana-6075	110	24	of	of	ADP
cana-6075	110	25	accessibility	accessibility	NOUN
cana-6075	110	26	.	.	PUNCT
cana-6075	111	1	detection	detection	NOUN
cana-6075	111	2	answers	answer	VERB
cana-6075	111	3	what	what	PRON
cana-6075	111	4	is	be	AUX
cana-6075	111	5	wrong	wrong	ADJ
cana-6075	111	6	,	,	PUNCT
cana-6075	111	7	but	but	CCONJ
cana-6075	111	8	remediation	remediation	NOUN
cana-6075	111	9	ensures	ensure	VERB
cana-6075	111	10	that	that	SCONJ
cana-6075	111	11	issues	issue	NOUN
cana-6075	111	12	are	be	AUX
cana-6075	111	13	resolved	resolve	VERB
cana-6075	111	14	,	,	PUNCT
cana-6075	111	15	validated	validate	VERB
cana-6075	111	16	,	,	PUNCT
cana-6075	111	17	and	and	CCONJ
cana-6075	111	18	prevented	prevent	VERB
cana-6075	111	19	from	from	ADP
cana-6075	111	20	recurring	recur	VERB
cana-6075	111	21	.	.	PUNCT
cana-6075	112	1	the	the	DET
cana-6075	112	2	shift	shift	NOUN
cana-6075	112	3	from	from	ADP
cana-6075	112	4	static	static	ADJ
cana-6075	112	5	,	,	PUNCT
cana-6075	112	6	report	report	NOUN
cana-6075	112	7	-	-	PUNCT
cana-6075	112	8	centric	centric	ADJ
cana-6075	112	9	workflows	workflow	NOUN
cana-6075	112	10	toward	toward	ADP
cana-6075	112	11	continuous	continuous	ADJ
cana-6075	112	12	,	,	PUNCT
cana-6075	112	13	ai	ai	ADJ
cana-6075	112	14	-	-	PUNCT
cana-6075	112	15	powered	power	VERB
cana-6075	112	16	remediation	remediation	NOUN
cana-6075	112	17	marks	mark	VERB
cana-6075	112	18	a	a	DET
cana-6075	112	19	fundamental	fundamental	ADJ
cana-6075	112	20	paradigm	paradigm	NOUN
cana-6075	112	21	change	change	NOUN
cana-6075	112	22	in	in	ADP
cana-6075	112	23	digital	digital	ADJ
cana-6075	112	24	accessibility	accessibility	NOUN
cana-6075	112	25	practice	practice	NOUN
cana-6075	112	26	.	.	PUNCT
cana-6075	113	1	by	by	ADP
cana-6075	113	2	combining	combine	VERB
cana-6075	113	3	deterministic	deterministic	ADJ
cana-6075	113	4	rule	rule	NOUN
cana-6075	113	5	engines	engine	NOUN
cana-6075	113	6	for	for	ADP
cana-6075	113	7	predictable	predictable	ADJ
cana-6075	113	8	fixes	fix	NOUN
cana-6075	113	9	,	,	PUNCT
cana-6075	113	10	machine	machine	NOUN
cana-6075	113	11	learning	learning	NOUN
cana-6075	113	12	models	model	NOUN
cana-6075	113	13	for	for	ADP
cana-6075	113	14	pattern	pattern	NOUN
cana-6075	113	15	recognition	recognition	NOUN
cana-6075	113	16	,	,	PUNCT
cana-6075	113	17	large	large	ADJ
cana-6075	113	18	language	language	NOUN
cana-6075	113	19	models	model	NOUN
cana-6075	113	20	(	(	PUNCT
cana-6075	113	21	llms	llm	NOUN
cana-6075	113	22	)	)	PUNCT
cana-6075	113	23	for	for	ADP
cana-6075	113	24	semantic	semantic	ADJ
cana-6075	113	25	and	and	CCONJ
cana-6075	113	26	contextual	contextual	ADJ
cana-6075	113	27	remediation	remediation	NOUN
cana-6075	113	28	,	,	PUNCT
cana-6075	113	29	and	and	CCONJ
cana-6075	113	30	human	human	NOUN
cana-6075	113	31	-	-	PUNCT
cana-6075	113	32	in	in	ADP
cana-6075	113	33	-	-	PUNCT
cana-6075	113	34	the	the	DET
cana-6075	113	35	-	-	PUNCT
cana-6075	113	36	loop	loop	NOUN
cana-6075	113	37	oversight	oversight	NOUN
cana-6075	113	38	for	for	ADP
cana-6075	113	39	validation	validation	NOUN
cana-6075	113	40	,	,	PUNCT
cana-6075	113	41	organizations	organization	NOUN
cana-6075	113	42	can	can	AUX
cana-6075	113	43	achieve	achieve	VERB
cana-6075	113	44	both	both	DET
cana-6075	113	45	scalability	scalability	NOUN
cana-6075	113	46	and	and	CCONJ
cana-6075	113	47	accuracy	accuracy	NOUN
cana-6075	113	48	.	.	PUNCT
cana-6075	114	1	embedding	embed	VERB
cana-6075	114	2	these	these	DET
cana-6075	114	3	capabilities	capability	NOUN
cana-6075	114	4	into	into	ADP
cana-6075	114	5	operational	operational	ADJ
cana-6075	114	6	pipelines	pipeline	NOUN
cana-6075	114	7	—	—	PUNCT
cana-6075	114	8	through	through	ADP
cana-6075	114	9	shift	shift	NOUN
cana-6075	114	10	-	-	PUNCT
cana-6075	114	11	left	leave	VERB
cana-6075	114	12	practices	practice	NOUN
cana-6075	114	13	,	,	PUNCT
cana-6075	114	14	centralized	centralized	ADJ
cana-6075	114	15	remediation	remediation	NOUN
cana-6075	114	16	teams	team	NOUN
cana-6075	114	17	,	,	PUNCT
cana-6075	114	18	automated	automate	VERB
cana-6075	114	19	ci	ci	PROPN
cana-6075	114	20	/	/	SYM
cana-6075	114	21	cd	cd	NOUN
cana-6075	114	22	gates	gate	NOUN
cana-6075	114	23	,	,	PUNCT
cana-6075	114	24	and	and	CCONJ
cana-6075	114	25	feedback	feedback	NOUN
cana-6075	114	26	loops	loop	NOUN
cana-6075	114	27	—	—	PUNCT
cana-6075	114	28	ensures	ensure	VERB
cana-6075	114	29	sustainable	sustainable	ADJ
cana-6075	114	30	compliance	compliance	NOUN
cana-6075	114	31	and	and	CCONJ
cana-6075	114	32	measurable	measurable	ADJ
cana-6075	114	33	user	user	NOUN
cana-6075	114	34	impact	impact	NOUN
cana-6075	114	35	.	.	PUNCT
cana-6075	115	1	ultimately	ultimately	ADV
cana-6075	115	2	,	,	PUNCT
cana-6075	115	3	the	the	DET
cana-6075	115	4	future	future	NOUN
cana-6075	115	5	of	of	ADP
cana-6075	115	6	accessibility	accessibility	NOUN
cana-6075	115	7	lies	lie	VERB
cana-6075	115	8	in	in	ADP
cana-6075	115	9	reframing	reframe	VERB
cana-6075	115	10	wcag	wcag	PROPN
cana-6075	115	11	adherence	adherence	NOUN
cana-6075	115	12	from	from	ADP
cana-6075	115	13	a	a	DET
cana-6075	115	14	regulatory	regulatory	ADJ
cana-6075	115	15	obligation	obligation	NOUN
cana-6075	115	16	into	into	ADP
cana-6075	115	17	a	a	DET
cana-6075	115	18	core	core	NOUN
cana-6075	115	19	design	design	NOUN
cana-6075	115	20	principle	principle	NOUN
cana-6075	115	21	that	that	PRON
cana-6075	115	22	prioritizes	prioritize	VERB
cana-6075	115	23	inclusive	inclusive	ADJ
cana-6075	115	24	user	user	NOUN
cana-6075	115	25	experiences	experience	NOUN
cana-6075	115	26	.	.	PUNCT
cana-6075	116	1	aiaugmented	aiaugmente	VERB
cana-6075	116	2	remediation	remediation	NOUN
cana-6075	116	3	offers	offer	VERB
cana-6075	116	4	the	the	DET
cana-6075	116	5	pathway	pathway	NOUN
cana-6075	116	6	to	to	PART
cana-6075	116	7	move	move	VERB
cana-6075	116	8	beyond	beyond	ADP
cana-6075	116	9	compliance	compliance	NOUN
cana-6075	116	10	metrics	metric	NOUN
cana-6075	116	11	toward	toward	ADP
cana-6075	116	12	digital	digital	ADJ
cana-6075	116	13	environments	environment	NOUN
cana-6075	116	14	that	that	PRON
cana-6075	116	15	are	be	AUX
cana-6075	116	16	equitable	equitable	ADJ
cana-6075	116	17	,	,	PUNCT
cana-6075	116	18	adaptable	adaptable	ADJ
cana-6075	116	19	,	,	PUNCT
cana-6075	116	20	and	and	CCONJ
cana-6075	116	21	human	human	NOUN
cana-6075	116	22	-	-	PUNCT
cana-6075	116	23	centered	center	VERB
cana-6075	116	24	at	at	ADP
cana-6075	116	25	scale	scale	NOUN
cana-6075	116	26	.	.	PUNCT
cana-6075	117	1	xi	xi	PROPN
cana-6075	117	2	.	.	PUNCT
cana-6075	118	1	reference	reference	NOUN
cana-6075	118	2	1	1	NUM
cana-6075	118	3	.	.	PUNCT
cana-6075	119	1	lópez	lópez	NOUN
cana-6075	119	2	-	-	PUNCT
cana-6075	119	3	gil	gil	PROPN
cana-6075	119	4	,	,	PUNCT
cana-6075	119	5	j.	j.	PROPN
cana-6075	119	6	m.	m.	PROPN
cana-6075	119	7	,	,	PUNCT
cana-6075	119	8	&	&	CCONJ
cana-6075	119	9	pereira	pereira	PROPN
cana-6075	119	10	,	,	PUNCT
cana-6075	119	11	j.	j.	PROPN
cana-6075	119	12	(	(	PUNCT
cana-6075	119	13	2024	2024	NUM
cana-6075	119	14	)	)	PUNCT
cana-6075	119	15	.	.	PUNCT
cana-6075	120	1	turning	turn	VERB
cana-6075	120	2	manual	manual	ADJ
cana-6075	120	3	web	web	NOUN
cana-6075	120	4	accessibility	accessibility	NOUN
cana-6075	120	5	success	success	NOUN
cana-6075	120	6	criteria	criterion	NOUN
cana-6075	120	7	into	into	ADP
cana-6075	120	8	automatic	automatic	ADJ
cana-6075	120	9	:	:	PUNCT
cana-6075	120	10	an	an	DET
cana-6075	120	11	llm	llm	ADV
cana-6075	120	12	-	-	PUNCT
cana-6075	120	13	based	base	VERB
cana-6075	120	14	approach	approach	NOUN
cana-6075	120	15	.	.	PUNCT
cana-6075	121	1	universal	universal	ADJ
cana-6075	121	2	access	access	NOUN
cana-6075	121	3	in	in	ADP
cana-6075	121	4	the	the	DET
cana-6075	121	5	information	information	NOUN
cana-6075	121	6	society	society	NOUN
cana-6075	121	7	.	.	PUNCT
cana-6075	122	1	https://doi.org/10.1007/s10209-024-01086-8	https://doi.org/10.1007/s10209-024-01086-8	NUM
cana-6075	122	2	communications	communication	NOUN
cana-6075	122	3	on	on	ADP
cana-6075	122	4	applied	apply	VERB
cana-6075	122	5	nonlinear	nonlinear	ADJ
cana-6075	122	6	analysis	analysis	NOUN
cana-6075	122	7	issn	issn	NOUN
cana-6075	122	8	:	:	PUNCT
cana-6075	122	9	1074	1074	NUM
cana-6075	122	10	-	-	PUNCT
cana-6075	122	11	133x	133x	NUM
cana-6075	122	12	vol	vol	NOUN
cana-6075	122	13	31	31	NUM
cana-6075	122	14	no	no	NOUN
cana-6075	122	15	.	.	PUNCT
cana-6075	123	1	5s	5s	NUM
cana-6075	123	2	(	(	PUNCT
cana-6075	123	3	2024	2024	NUM
cana-6075	123	4	)	)	PUNCT
cana-6075	123	5	601	601	NUM
cana-6075	123	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6075	123	7	2	2	NUM
cana-6075	123	8	.	.	X
cana-6075	123	9	ferrada	ferrada	NOUN
cana-6075	123	10	,	,	PUNCT
cana-6075	123	11	h.	h.	PROPN
cana-6075	123	12	a.	a.	PROPN
cana-6075	123	13	g.	g.	PROPN
cana-6075	123	14	(	(	PUNCT
cana-6075	123	15	2022	2022	NUM
cana-6075	123	16	)	)	PUNCT
cana-6075	123	17	.	.	PUNCT
cana-6075	124	1	accessible	accessible	ADJ
cana-6075	124	2	pdfs	pdfs	NOUN
cana-6075	124	3	:	:	PUNCT
cana-6075	124	4	applying	apply	VERB
cana-6075	124	5	artificial	artificial	ADJ
cana-6075	124	6	intelligence	intelligence	NOUN
cana-6075	124	7	for	for	ADP
cana-6075	124	8	automated	automate	VERB
cana-6075	124	9	remediation	remediation	NOUN
cana-6075	124	10	of	of	ADP
cana-6075	124	11	documents	document	NOUN
cana-6075	124	12	(	(	PUNCT
cana-6075	124	13	doctoral	doctoral	ADJ
cana-6075	124	14	consortium	consortium	NOUN
cana-6075	124	15	)	)	PUNCT
cana-6075	124	16	.	.	PUNCT
cana-6075	125	1	in	in	ADP
cana-6075	125	2	w4a	w4a	NUM
cana-6075	125	3	’	'	PUNCT
cana-6075	125	4	22	22	NUM
cana-6075	125	5	.	.	PUNCT
cana-6075	126	1	https://doi.org/10.1145/3517428.3550407	https://doi.org/10.1145/3517428.3550407	X
cana-6075	126	2	acm	acm	PROPN
cana-6075	126	3	digital	digital	PROPN
cana-6075	126	4	library	library	NOUN
cana-6075	126	5	3	3	X
cana-6075	126	6	.	.	PUNCT
cana-6075	127	1	edwards	edwards	PROPN
cana-6075	127	2	,	,	PUNCT
cana-6075	127	3	w.	w.	PROPN
cana-6075	127	4	,	,	PUNCT
cana-6075	127	5	long	long	ADV
cana-6075	127	6	,	,	PUNCT
cana-6075	127	7	n.	n.	NOUN
cana-6075	127	8	,	,	PUNCT
cana-6075	127	9	choi	choi	NOUN
cana-6075	127	10	,	,	PUNCT
cana-6075	127	11	y.	y.	NOUN
cana-6075	127	12	,	,	PUNCT
cana-6075	127	13	chai	chai	NOUN
cana-6075	127	14	,	,	PUNCT
cana-6075	127	15	d.	d.	PROPN
cana-6075	127	16	,	,	PUNCT
cana-6075	127	17	anton	anton	PROPN
cana-6075	127	18	,	,	PUNCT
cana-6075	127	19	j.	j.	PROPN
cana-6075	127	20	,	,	PUNCT
cana-6075	127	21	&	&	CCONJ
cana-6075	127	22	edelstein	edelstein	PROPN
cana-6075	127	23	,	,	PUNCT
cana-6075	127	24	j.	j.	PROPN
cana-6075	127	25	(	(	PUNCT
cana-6075	127	26	2023	2023	NUM
cana-6075	127	27	)	)	PUNCT
cana-6075	127	28	.	.	PUNCT
cana-6075	128	1	undoing	undo	VERB
cana-6075	128	2	accessibility	accessibility	NOUN
cana-6075	128	3	mistakes	mistake	NOUN
cana-6075	128	4	:	:	PUNCT
cana-6075	128	5	re	re	VERB
cana-6075	128	6	-	-	ADJ
cana-6075	128	7	templatizing	templatize	VERB
cana-6075	128	8	interfaces	interface	NOUN
cana-6075	128	9	after	after	ADP
cana-6075	128	10	deployment	deployment	NOUN
cana-6075	128	11	.	.	PUNCT
cana-6075	129	1	acm	acm	PROPN
cana-6075	129	2	transactions	transaction	NOUN
cana-6075	129	3	on	on	ADP
cana-6075	129	4	computer	computer	NOUN
cana-6075	129	5	-	-	PUNCT
cana-6075	129	6	human	human	NOUN
cana-6075	129	7	interaction	interaction	NOUN
cana-6075	129	8	,	,	PUNCT
cana-6075	129	9	30(6	30(6	NUM
cana-6075	129	10	)	)	PUNCT
cana-6075	129	11	,	,	PUNCT
cana-6075	129	12	article	article	NOUN
cana-6075	129	13	105	105	NUM
cana-6075	129	14	.	.	PUNCT
cana-6075	129	15	https://doi.org/10.1145/3587469	https://doi.org/10.1145/3587469	X
cana-6075	130	1	sciencedirect	sciencedirect	PROPN
cana-6075	130	2	4	4	PROPN
cana-6075	130	3	.	.	PUNCT
cana-6075	131	1	mack	mack	PROPN
cana-6075	131	2	,	,	PUNCT
cana-6075	131	3	k.	k.	PROPN
cana-6075	131	4	,	,	PUNCT
cana-6075	131	5	hurst	hurst	PROPN
cana-6075	131	6	,	,	PUNCT
cana-6075	131	7	a.	a.	PROPN
cana-6075	131	8	,	,	PUNCT
cana-6075	131	9	&	&	CCONJ
cana-6075	131	10	kane	kane	PROPN
cana-6075	131	11	,	,	PUNCT
cana-6075	131	12	s.	s.	PROPN
cana-6075	131	13	k.	k.	PROPN
cana-6075	131	14	(	(	PUNCT
cana-6075	131	15	2021	2021	NUM
cana-6075	131	16	)	)	PUNCT
cana-6075	131	17	.	.	PUNCT
cana-6075	132	1	what	what	PRON
cana-6075	132	2	do	do	AUX
cana-6075	132	3	we	we	PRON
cana-6075	132	4	mean	mean	VERB
cana-6075	132	5	by	by	ADP
cana-6075	132	6	“	"	PUNCT
cana-6075	132	7	alt	alt	VERB
cana-6075	132	8	text	text	NOUN
cana-6075	132	9	”	"	PUNCT
cana-6075	132	10	?	?	PUNCT
cana-6075	133	1	a	a	DET
cana-6075	133	2	grounded	ground	VERB
cana-6075	133	3	theory	theory	NOUN
cana-6075	133	4	of	of	ADP
cana-6075	133	5	image	image	NOUN
cana-6075	133	6	descriptions	description	NOUN
cana-6075	133	7	by	by	ADP
cana-6075	133	8	people	people	NOUN
cana-6075	133	9	who	who	PRON
cana-6075	133	10	are	be	AUX
cana-6075	133	11	blind	blind	ADJ
cana-6075	133	12	.	.	PUNCT
cana-6075	134	1	proceedings	proceeding	NOUN
cana-6075	134	2	of	of	ADP
cana-6075	134	3	the	the	DET
cana-6075	134	4	23rd	23rd	ADJ
cana-6075	134	5	international	international	ADJ
cana-6075	134	6	acm	acm	PROPN
cana-6075	134	7	sigaccess	sigaccess	NOUN
cana-6075	134	8	conference	conference	NOUN
cana-6075	134	9	on	on	ADP
cana-6075	134	10	computers	computer	NOUN
cana-6075	134	11	and	and	CCONJ
cana-6075	134	12	accessibility	accessibility	NOUN
cana-6075	134	13	(	(	PUNCT
cana-6075	134	14	assets	asset	NOUN
cana-6075	134	15	’	'	PUNCT
cana-6075	134	16	21	21	NUM
cana-6075	134	17	)	)	PUNCT
cana-6075	134	18	.	.	PUNCT
cana-6075	135	1	https://doi.org/10.1145/3441852.3476521	https://doi.org/10.1145/3441852.3476521	PROPN
cana-6075	135	2	arxiv	arxiv	PROPN
cana-6075	135	3	5	5	NUM
cana-6075	135	4	.	.	PUNCT
cana-6075	136	1	kim	kim	PROPN
cana-6075	136	2	,	,	PUNCT
cana-6075	136	3	s.	s.	PROPN
cana-6075	136	4	,	,	PUNCT
cana-6075	136	5	hong	hong	PROPN
cana-6075	136	6	,	,	PUNCT
cana-6075	136	7	j.	j.	PROPN
cana-6075	136	8	,	,	PUNCT
cana-6075	136	9	heo	heo	PROPN
cana-6075	136	10	,	,	PUNCT
cana-6075	136	11	s.	s.	PROPN
cana-6075	136	12	,	,	PUNCT
cana-6075	136	13	&	&	CCONJ
cana-6075	136	14	kim	kim	PROPN
cana-6075	136	15	,	,	PUNCT
cana-6075	136	16	j.	j.	PROPN
cana-6075	136	17	(	(	PUNCT
cana-6075	136	18	2023	2023	NUM
cana-6075	136	19	)	)	PUNCT
cana-6075	136	20	.	.	PUNCT
cana-6075	137	1	dimensional	dimensional	ADJ
cana-6075	137	2	alt	alt	NOUN
cana-6075	137	3	-	-	PUNCT
cana-6075	137	4	text	text	NOUN
cana-6075	137	5	:	:	PUNCT
cana-6075	137	6	authoring	author	VERB
cana-6075	137	7	richer	rich	ADJ
cana-6075	137	8	image	image	NOUN
cana-6075	137	9	descriptions	description	NOUN
cana-6075	137	10	with	with	ADP
cana-6075	137	11	structured	structured	ADJ
cana-6075	137	12	guidance	guidance	NOUN
cana-6075	137	13	.	.	PUNCT
cana-6075	138	1	proceedings	proceeding	NOUN
cana-6075	138	2	of	of	ADP
cana-6075	138	3	the	the	DET
cana-6075	138	4	chi	chi	PROPN
cana-6075	138	5	conference	conference	NOUN
cana-6075	138	6	on	on	ADP
cana-6075	138	7	human	human	ADJ
cana-6075	138	8	factors	factor	NOUN
cana-6075	138	9	in	in	ADP
cana-6075	138	10	computing	computing	NOUN
cana-6075	138	11	systems	system	NOUN
cana-6075	138	12	(	(	PUNCT
cana-6075	138	13	chi	chi	NOUN
cana-6075	138	14	’	'	PUNCT
cana-6075	138	15	23	23	NUM
cana-6075	138	16	)	)	PUNCT
cana-6075	138	17	.	.	PUNCT
cana-6075	139	1	https://doi.org/10.1145/3544549.3585706	https://doi.org/10.1145/3544549.3585706	X
cana-6075	139	2	nature	nature	NOUN
cana-6075	139	3	6	6	NUM
cana-6075	139	4	.	.	PUNCT
cana-6075	139	5	smits	smit	NOUN
cana-6075	139	6	,	,	PUNCT
cana-6075	139	7	t.	t.	PROPN
cana-6075	139	8	c.	c.	PROPN
cana-6075	139	9	,	,	PUNCT
cana-6075	139	10	l’yi	l’yi	PROPN
cana-6075	139	11	,	,	PUNCT
cana-6075	139	12	s.	s.	PROPN
cana-6075	139	13	,	,	PUNCT
cana-6075	139	14	mar	mar	PROPN
cana-6075	139	15	,	,	PUNCT
cana-6075	139	16	a.	a.	NOUN
cana-6075	139	17	p.	p.	PROPN
cana-6075	139	18	,	,	PUNCT
cana-6075	139	19	&	&	CCONJ
cana-6075	139	20	gehlenborg	gehlenborg	ADJ
cana-6075	139	21	,	,	PUNCT
cana-6075	139	22	n.	n.	PROPN
cana-6075	139	23	(	(	PUNCT
cana-6075	139	24	2024	2024	NUM
cana-6075	139	25	)	)	PUNCT
cana-6075	139	26	.	.	PUNCT
cana-6075	140	1	altgosling	altgosle	VERB
cana-6075	140	2	:	:	PUNCT
cana-6075	140	3	automatic	automatic	ADJ
cana-6075	140	4	generation	generation	NOUN
cana-6075	140	5	of	of	ADP
cana-6075	140	6	text	text	NOUN
cana-6075	140	7	descriptions	description	NOUN
cana-6075	140	8	for	for	ADP
cana-6075	140	9	accessible	accessible	ADJ
cana-6075	140	10	genomics	genomic	NOUN
cana-6075	140	11	data	data	NOUN
cana-6075	140	12	visualization	visualization	NOUN
cana-6075	140	13	.	.	PUNCT
cana-6075	141	1	bioinformatics	bioinformatic	NOUN
cana-6075	141	2	.	.	PUNCT
cana-6075	142	1	https://doi.org/10.1093/bioinformatics/btae670	https://doi.org/10.1093/bioinformatics/btae670	X
cana-6075	143	1	hidivelab.org	hidivelab.org	X
cana-6075	143	2	7	7	NUM
cana-6075	143	3	.	.	PUNCT
cana-6075	143	4	lópez	lópez	NOUN
cana-6075	143	5	-	-	PUNCT
cana-6075	143	6	gil	gil	PROPN
cana-6075	143	7	,	,	PUNCT
cana-6075	143	8	j.	j.	PROPN
cana-6075	143	9	m.	m.	PROPN
cana-6075	143	10	,	,	PUNCT
cana-6075	143	11	&	&	CCONJ
cana-6075	143	12	pereira	pereira	PROPN
cana-6075	143	13	,	,	PUNCT
cana-6075	143	14	j.	j.	PROPN
cana-6075	143	15	(	(	PUNCT
cana-6075	143	16	2024	2024	NUM
cana-6075	143	17	)	)	PUNCT
cana-6075	143	18	.	.	PUNCT
cana-6075	144	1	an	an	DET
cana-6075	144	2	inclusive	inclusive	ADJ
cana-6075	144	3	framework	framework	NOUN
cana-6075	144	4	for	for	ADP
cana-6075	144	5	automated	automate	VERB
cana-6075	144	6	web	web	NOUN
cana-6075	144	7	content	content	NOUN
cana-6075	144	8	accessibility	accessibility	NOUN
cana-6075	144	9	evaluation	evaluation	NOUN
cana-6075	144	10	.	.	PUNCT
cana-6075	145	1	universal	universal	ADJ
cana-6075	145	2	access	access	NOUN
cana-6075	145	3	in	in	ADP
cana-6075	145	4	the	the	DET
cana-6075	145	5	information	information	NOUN
cana-6075	145	6	society	society	NOUN
cana-6075	145	7	.	.	PUNCT
cana-6075	146	1	https://doi.org/10.1007/s10209-024-01164-5	https://doi.org/10.1007/s10209-024-01164-5	NUM
cana-6075	146	2	springerlink	springerlink	NOUN
cana-6075	146	3	8	8	NUM
cana-6075	146	4	.	.	PUNCT
cana-6075	146	5	qiao	qiao	PROPN
cana-6075	146	6	,	,	PUNCT
cana-6075	146	7	l.	l.	PROPN
cana-6075	146	8	,	,	PUNCT
cana-6075	146	9	li	li	PROPN
cana-6075	146	10	,	,	PUNCT
cana-6075	146	11	c.	c.	PROPN
cana-6075	146	12	,	,	PUNCT
cana-6075	146	13	cheng	cheng	PROPN
cana-6075	146	14	,	,	PUNCT
cana-6075	146	15	z.	z.	PROPN
cana-6075	146	16	,	,	PUNCT
cana-6075	146	17	xu	xu	PROPN
cana-6075	146	18	,	,	PUNCT
cana-6075	146	19	y.	y.	PROPN
cana-6075	146	20	,	,	PUNCT
cana-6075	146	21	niu	niu	PROPN
cana-6075	146	22	,	,	PUNCT
cana-6075	146	23	y.	y.	PROPN
cana-6075	146	24	,	,	PUNCT
cana-6075	146	25	&	&	CCONJ
cana-6075	146	26	li	li	PROPN
cana-6075	146	27	,	,	PUNCT
cana-6075	146	28	x.	x.	PROPN
cana-6075	146	29	(	(	PUNCT
cana-6075	146	30	2024	2024	NUM
cana-6075	146	31	)	)	PUNCT
cana-6075	146	32	.	.	PUNCT
cana-6075	147	1	reading	read	VERB
cana-6075	147	2	order	order	NOUN
cana-6075	147	3	detection	detection	NOUN
cana-6075	147	4	in	in	ADP
cana-6075	147	5	visually	visually	ADV
cana-6075	147	6	-	-	PUNCT
cana-6075	147	7	rich	rich	ADJ
cana-6075	147	8	documents	document	NOUN
cana-6075	147	9	with	with	ADP
cana-6075	147	10	multi	multi	ADJ
cana-6075	147	11	-	-	ADJ
cana-6075	147	12	modal	modal	ADJ
cana-6075	147	13	layout	layout	NOUN
cana-6075	147	14	-	-	PUNCT
cana-6075	147	15	aware	aware	ADJ
cana-6075	147	16	relation	relation	NOUN
cana-6075	147	17	prediction	prediction	NOUN
cana-6075	147	18	.	.	PUNCT
cana-6075	148	1	pattern	pattern	NOUN
cana-6075	148	2	recognition	recognition	NOUN
cana-6075	148	3	,	,	PUNCT
cana-6075	148	4	150	150	NUM
cana-6075	148	5	,	,	PUNCT
cana-6075	148	6	110314	110314	NUM
cana-6075	148	7	.	.	PUNCT
cana-6075	149	1	https://doi.org/10.1016/j.patcog.2024.110314	https://doi.org/10.1016/j.patcog.2024.110314	PROPN
cana-6075	149	2	acm	acm	PROPN
cana-6075	149	3	digital	digital	PROPN
cana-6075	149	4	libraryastrophysics	libraryastrophysic	NOUN
cana-6075	149	5	data	datum	NOUN
cana-6075	149	6	system	system	NOUN
cana-6075	149	7	9	9	NUM
cana-6075	149	8	.	.	PUNCT
cana-6075	150	1	wei	wei	PROPN
cana-6075	150	2	,	,	PUNCT
cana-6075	150	3	x.	x.	PROPN
cana-6075	150	4	,	,	PUNCT
cana-6075	150	5	wang	wang	PROPN
cana-6075	150	6	,	,	PUNCT
cana-6075	150	7	h.	h.	PROPN
cana-6075	150	8	,	,	PUNCT
cana-6075	150	9	&	&	CCONJ
cana-6075	150	10	hu	hu	PROPN
cana-6075	150	11	,	,	PUNCT
cana-6075	150	12	j.	j.	PROPN
cana-6075	150	13	(	(	PUNCT
cana-6075	150	14	2024	2024	NUM
cana-6075	150	15	)	)	PUNCT
cana-6075	150	16	.	.	PUNCT
cana-6075	151	1	learning	learn	VERB
cana-6075	151	2	reading	read	VERB
cana-6075	151	3	order	order	NOUN
cana-6075	151	4	via	via	ADP
cana-6075	151	5	document	document	NOUN
cana-6075	151	6	layout	layout	NOUN
cana-6075	151	7	with	with	ADP
cana-6075	151	8	layout2pos	layout2pos	NOUN
cana-6075	151	9	.	.	PUNCT
cana-6075	152	1	in	in	ADP
cana-6075	152	2	computer	computer	NOUN
cana-6075	152	3	vision	vision	NOUN
cana-6075	152	4	–	–	PUNCT
cana-6075	152	5	eccv	eccv	ADV
cana-6075	152	6	workshops	workshop	NOUN
cana-6075	152	7	2024	2024	NUM
cana-6075	152	8	(	(	PUNCT
cana-6075	152	9	lncs	lncs	PROPN
cana-6075	152	10	)	)	PUNCT
cana-6075	152	11	.	.	PUNCT
cana-6075	153	1	https://doi.org/10.1007/978-3-031-72437-4_1	https://doi.org/10.1007/978-3-031-72437-4_1	X
cana-6075	153	2	acm	acm	PROPN
cana-6075	153	3	digital	digital	ADJ
cana-6075	153	4	library	library	NOUN
cana-6075	153	5	10	10	NUM
cana-6075	153	6	.	.	PUNCT
cana-6075	154	1	li	li	PROPN
cana-6075	154	2	,	,	PUNCT
cana-6075	154	3	c.	c.	PROPN
cana-6075	154	4	,	,	PUNCT
cana-6075	154	5	huang	huang	PROPN
cana-6075	154	6	,	,	PUNCT
cana-6075	154	7	y.	y.	PROPN
cana-6075	154	8	,	,	PUNCT
cana-6075	154	9	zhang	zhang	PROPN
cana-6075	154	10	,	,	PUNCT
cana-6075	154	11	f.	f.	PROPN
cana-6075	154	12	,	,	PUNCT
cana-6075	154	13	&	&	CCONJ
cana-6075	154	14	chen	chen	PROPN
cana-6075	154	15	,	,	PUNCT
cana-6075	154	16	j.	j.	PROPN
cana-6075	154	17	(	(	PUNCT
cana-6075	154	18	2024	2024	NUM
cana-6075	154	19	)	)	PUNCT
cana-6075	154	20	.	.	PUNCT
cana-6075	155	1	a	a	DET
cana-6075	155	2	tree	tree	NOUN
cana-6075	155	3	-	-	PUNCT
cana-6075	155	4	construction	construction	NOUN
cana-6075	155	5	-	-	PUNCT
cana-6075	155	6	based	base	VERB
cana-6075	155	7	approach	approach	NOUN
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cana-6075	155	9	hierarchical	hierarchical	ADJ
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cana-6075	155	11	structure	structure	NOUN
cana-6075	155	12	analysis	analysis	NOUN
cana-6075	155	13	.	.	PUNCT
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cana-6075	156	2	recognition	recognition	NOUN
cana-6075	156	3	,	,	PUNCT
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cana-6075	156	5	,	,	PUNCT
cana-6075	156	6	110836	110836	NUM
cana-6075	156	7	.	.	PUNCT
cana-6075	157	1	https://doi.org/10.1016/j.patcog.2024.110836	https://doi.org/10.1016/j.patcog.2024.110836	PROPN
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cana-6075	157	6	.	.	PUNCT
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cana-6075	158	3	l.	l.	PROPN
cana-6075	158	4	,	,	PUNCT
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cana-6075	158	6	,	,	PUNCT
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cana-6075	158	13	,	,	PUNCT
cana-6075	158	14	&	&	CCONJ
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cana-6075	158	17	n.	n.	PROPN
cana-6075	158	18	(	(	PUNCT
cana-6075	158	19	2024	2024	NUM
cana-6075	158	20	)	)	PUNCT
cana-6075	158	21	.	.	PUNCT
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cana-6075	159	2	openkeynav	openkeynav	PRON
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cana-6075	159	5	the	the	DET
cana-6075	159	6	keyboard	keyboard	NOUN
cana-6075	159	7	-	-	PUNCT
cana-6075	159	8	accessibility	accessibility	NOUN
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cana-6075	159	11	-	-	PUNCT
cana-6075	159	12	based	base	VERB
cana-6075	159	13	data	data	NOUN
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cana-6075	160	4	workshop	workshop	NOUN
cana-6075	160	5	on	on	ADP
cana-6075	160	6	accessible	accessible	ADJ
cana-6075	160	7	data	data	NOUN
cana-6075	160	8	visualization	visualization	NOUN
cana-6075	160	9	(	(	PUNCT
cana-6075	160	10	accessviz	accessviz	VERB
cana-6075	160	11	)	)	PUNCT
cana-6075	160	12	.	.	PUNCT
cana-6075	161	1	https://doi.org/10.1109/accessviz64636.2024.00010	https://doi.org/10.1109/accessviz64636.2024.00010	PROPN
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cana-6075	161	4	.	.	PUNCT
cana-6075	162	1	sillito	sillito	PROPN
cana-6075	162	2	,	,	PUNCT
cana-6075	162	3	j.	j.	PROPN
cana-6075	162	4	,	,	PUNCT
cana-6075	162	5	&	&	CCONJ
cana-6075	162	6	janzen	janzen	PROPN
cana-6075	162	7	,	,	PUNCT
cana-6075	162	8	d.	d.	PROPN
cana-6075	162	9	(	(	PUNCT
cana-6075	162	10	2024	2024	NUM
cana-6075	162	11	)	)	PUNCT
cana-6075	162	12	.	.	PUNCT
cana-6075	163	1	population	population	NOUN
cana-6075	163	2	-	-	PUNCT
cana-6075	163	3	sourcing	source	VERB
cana-6075	163	4	methods	method	NOUN
cana-6075	163	5	for	for	ADP
cana-6075	163	6	web	web	NOUN
cana-6075	163	7	accessibility	accessibility	NOUN
cana-6075	163	8	evaluation	evaluation	NOUN
cana-6075	163	9	:	:	PUNCT
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cana-6075	163	11	automated	automate	VERB
cana-6075	163	12	tools	tool	NOUN
cana-6075	163	13	and	and	CCONJ
cana-6075	163	14	human	human	ADJ
cana-6075	163	15	audits	audits	NOUN
cana-6075	163	16	.	.	PUNCT
cana-6075	164	1	journal	journal	PROPN
cana-6075	164	2	of	of	ADP
cana-6075	164	3	web	web	NOUN
cana-6075	164	4	engineering	engineering	NOUN
cana-6075	164	5	.	.	PUNCT
cana-6075	165	1	(	(	PUNCT
cana-6075	165	2	early	early	ADJ
cana-6075	165	3	access	access	NOUN
cana-6075	165	4	)	)	PUNCT
cana-6075	165	5	.	.	PUNCT
cana-6075	166	1	https://doi.org/10.1016/j.webeng.2025.100123	https://doi.org/10.1016/j.webeng.2025.100123	PROPN
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cana-6075	166	3	13	13	NUM
cana-6075	166	4	.	.	PUNCT
cana-6075	167	1	zheng	zheng	PROPN
cana-6075	167	2	,	,	PUNCT
cana-6075	167	3	s.	s.	PROPN
cana-6075	167	4	,	,	PUNCT
cana-6075	167	5	&	&	CCONJ
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cana-6075	167	7	,	,	PUNCT
cana-6075	167	8	y.	y.	PROPN
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cana-6075	167	10	2023	2023	NUM
cana-6075	167	11	)	)	PUNCT
cana-6075	167	12	.	.	PUNCT
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cana-6075	168	2	personalized	personalized	ADJ
cana-6075	168	3	accessibility	accessibility	NOUN
cana-6075	168	4	through	through	ADP
cana-6075	168	5	teachable	teachable	ADJ
cana-6075	168	6	ai	ai	NOUN
cana-6075	168	7	.	.	PUNCT
cana-6075	169	1	in	in	ADP
cana-6075	169	2	proceedings	proceeding	NOUN
cana-6075	169	3	of	of	ADP
cana-6075	169	4	the	the	DET
cana-6075	169	5	2023	2023	NUM
cana-6075	169	6	acm	acm	PROPN
cana-6075	169	7	international	international	ADJ
cana-6075	169	8	joint	joint	ADJ
cana-6075	169	9	conference	conference	NOUN
cana-6075	169	10	on	on	ADP
cana-6075	169	11	pervasive	pervasive	ADJ
cana-6075	169	12	and	and	CCONJ
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cana-6075	169	14	computing	computing	NOUN
cana-6075	169	15	(	(	PUNCT
cana-6075	169	16	ubicomp	ubicomp	ADJ
cana-6075	169	17	/	/	SYM
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cana-6075	169	19	’	'	PUNCT
cana-6075	169	20	23	23	NUM
cana-6075	169	21	adjunct	adjunct	NUM
cana-6075	169	22	)	)	PUNCT
cana-6075	169	23	.	.	PUNCT
cana-6075	170	1	https://doi.org/10.1145/3597638.3608395	https://doi.org/10.1145/3597638.3608395	PROPN
cana-6075	170	2	https://dl.acm.org/doi/10.1145/3517428.3550407?utm_source=chatgpt.com	https://dl.acm.org/doi/10.1145/3517428.3550407?utm_source=chatgpt.com	X
cana-6075	170	3	https://www.sciencedirect.com/science/article/pii/s0950584925001600?dgcid=rss_sd_all&utm_source=chatgpt.com	https://www.sciencedirect.com/science/article/pii/s0950584925001600?dgcid=rss_sd_all&utm_source=chatgpt.com	PROPN
cana-6075	170	4	https://arxiv.org/html/2507.19549v1?utm_source=chatgpt.com	https://arxiv.org/html/2507.19549v1?utm_source=chatgpt.com	X
cana-6075	170	5	https://www.nature.com/articles/s41598-025-92192-5?utm_source=chatgpt.com	https://www.nature.com/articles/s41598-025-92192-5?utm_source=chatgpt.com	PROPN
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cana-6075	171	3	https://dl.acm.org/doi/10.1016/j.patcog.2024.110314?utm_source=chatgpt.com	https://dl.acm.org/doi/10.1016/j.patcog.2024.110314?utm_source=chatgpt.com	PROPN
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cana-6075	171	5	https://ui.adsabs.harvard.edu/abs/2024patre.15010314q/abstract?utm_source=chatgpt.com	https://ui.adsabs.harvard.edu/abs/2024patre.15010314q/abstract?utm_source=chatgpt.com	PROPN
cana-6075	171	6	https://dl.acm.org/doi/10.1007/978-3-031-72437-4_1?utm_source=chatgpt.com	https://dl.acm.org/doi/10.1007/978-3-031-72437-4_1?utm_source=chatgpt.com	PROPN
cana-6075	171	7	https://dl.acm.org/doi/10.1016/j.patcog.2024.110836?utm_source=chatgpt.com	https://dl.acm.org/doi/10.1016/j.patcog.2024.110836?utm_source=chatgpt.com	PROPN
cana-6075	171	8	https://hidivelab.org/publications/?utm_source=chatgpt.com	https://hidivelab.org/publications/?utm_source=chatgpt.com	X
cana-6075	172	1	https://www.sciencedirect.com/science/article/pii/s1071581925000291?utm_source=chatgpt.com	https://www.sciencedirect.com/science/article/pii/s1071581925000291?utm_source=chatgpt.com	X