id	sid	tid	token	lemma	pos
crln-26733	1	1	college	college	PROPN
crln-26733	1	2	&	&	CCONJ
crln-26733	1	3	research	research	PROPN
crln-26733	1	4	libraries	library	NOUN
crln-26733	1	5	news	news	NOUN
crln-26733	1	6	vol	vol	NOUN
crln-26733	1	7	.	.	PROPN
crln-26733	2	1	86	86	NUM
crln-26733	2	2	,	,	PUNCT
crln-26733	2	3	no	no	INTJ
crln-26733	2	4	.	.	NOUN
crln-26733	2	5	4	4	NUM
crln-26733	2	6	(	(	PUNCT
crln-26733	2	7	april	april	PROPN
crln-26733	2	8	2025	2025	NUM
crln-26733	2	9	)	)	PUNCT
crln-26733	3	1	c&rl	c&rl	PROPN
crln-26733	3	2	news	news	PROPN
crln-26733	3	3	april	april	PROPN
crln-26733	3	4	2025	2025	NUM
crln-26733	3	5	169	169	NUM
crln-26733	3	6	if	if	SCONJ
crln-26733	3	7	artificial	artificial	ADJ
crln-26733	3	8	intelligence	intelligence	NOUN
crln-26733	3	9	(	(	PUNCT
crln-26733	3	10	ai	ai	NOUN
crln-26733	3	11	)	)	PUNCT
crln-26733	3	12	,	,	PUNCT
crln-26733	3	13	particularly	particularly	ADV
crln-26733	3	14	generative	generative	ADJ
crln-26733	3	15	ai	ai	NOUN
crln-26733	3	16	,	,	PUNCT
crln-26733	3	17	is	be	AUX
crln-26733	3	18	an	an	DET
crln-26733	3	19	opaque	opaque	ADJ
crln-26733	3	20	“	"	PUNCT
crln-26733	3	21	black	black	ADJ
crln-26733	3	22	box	box	NOUN
crln-26733	3	23	,	,	PUNCT
crln-26733	3	24	”	"	PUNCT
crln-26733	3	25	how	how	SCONJ
crln-26733	3	26	are	be	AUX
crln-26733	3	27	we	we	PRON
crln-26733	3	28	able	able	ADJ
crln-26733	3	29	to	to	PART
crln-26733	3	30	trust	trust	VERB
crln-26733	3	31	it	it	PRON
crln-26733	3	32	and	and	CCONJ
crln-26733	3	33	make	make	VERB
crln-26733	3	34	the	the	DET
crln-26733	3	35	technology	technology	NOUN
crln-26733	3	36	accountable	accountable	ADJ
crln-26733	3	37	?	?	PUNCT
crln-26733	4	1	academic	academic	ADJ
crln-26733	4	2	libraries	library	NOUN
crln-26733	4	3	are	be	AUX
crln-26733	4	4	evaluating	evaluate	VERB
crln-26733	4	5	,	,	PUNCT
crln-26733	4	6	providing	provide	VERB
crln-26733	4	7	,	,	PUNCT
crln-26733	4	8	using	use	VERB
crln-26733	4	9	,	,	PUNCT
crln-26733	4	10	and	and	CCONJ
crln-26733	4	11	increasingly	increasingly	ADV
crln-26733	4	12	building	build	VERB
crln-26733	4	13	ai	ai	NOUN
crln-26733	4	14	-	-	PUNCT
crln-26733	4	15	based	base	VERB
crln-26733	4	16	information	information	NOUN
crln-26733	4	17	tools	tool	NOUN
crln-26733	4	18	and	and	CCONJ
crln-26733	4	19	services	service	NOUN
crln-26733	4	20	.	.	PUNCT
crln-26733	5	1	typically	typically	ADV
crln-26733	5	2	,	,	PUNCT
crln-26733	5	3	the	the	DET
crln-26733	5	4	underlying	underlie	VERB
crln-26733	5	5	models	model	NOUN
crln-26733	5	6	for	for	ADP
crln-26733	5	7	these	these	DET
crln-26733	5	8	intelligent	intelligent	ADJ
crln-26733	5	9	systems	system	NOUN
crln-26733	5	10	are	be	AUX
crln-26733	5	11	large	large	ADJ
crln-26733	5	12	language	language	NOUN
crln-26733	5	13	models	model	NOUN
crln-26733	5	14	(	(	PUNCT
crln-26733	5	15	llms	llm	NOUN
crln-26733	5	16	)	)	PUNCT
crln-26733	5	17	based	base	VERB
crln-26733	5	18	on	on	ADP
crln-26733	5	19	generative	generative	ADJ
crln-26733	5	20	ai	ai	PROPN
crln-26733	5	21	techniques	technique	NOUN
crln-26733	5	22	.	.	PUNCT
crln-26733	6	1	while	while	SCONJ
crln-26733	6	2	many	many	ADJ
crln-26733	6	3	of	of	ADP
crln-26733	6	4	these	these	DET
crln-26733	6	5	systems	system	NOUN
crln-26733	6	6	have	have	AUX
crln-26733	6	7	shown	show	VERB
crln-26733	6	8	remarkable	remarkable	ADJ
crln-26733	6	9	advances	advance	NOUN
crln-26733	6	10	and	and	CCONJ
crln-26733	6	11	advantages	advantage	NOUN
crln-26733	6	12	,	,	PUNCT
crln-26733	6	13	the	the	DET
crln-26733	6	14	risks	risk	NOUN
crln-26733	6	15	and	and	CCONJ
crln-26733	6	16	deficiencies	deficiency	NOUN
crln-26733	6	17	are	be	AUX
crln-26733	6	18	also	also	ADV
crln-26733	6	19	widely	widely	ADV
crln-26733	6	20	known	know	VERB
crln-26733	6	21	and	and	CCONJ
crln-26733	6	22	easily	easily	ADV
crln-26733	6	23	demonstrated.1	demonstrated.1	NOUN
crln-26733	6	24	one	one	NUM
crln-26733	6	25	path	path	NOUN
crln-26733	6	26	to	to	PART
crln-26733	6	27	trust	trust	VERB
crln-26733	6	28	and	and	CCONJ
crln-26733	6	29	accountability	accountability	NOUN
crln-26733	6	30	is	be	AUX
crln-26733	6	31	through	through	ADP
crln-26733	6	32	explainability	explainability	NOUN
crln-26733	6	33	:	:	PUNCT
crln-26733	6	34	the	the	DET
crln-26733	6	35	capacity	capacity	NOUN
crln-26733	6	36	of	of	ADP
crln-26733	6	37	ai	ai	ADJ
crln-26733	6	38	tools	tool	NOUN
crln-26733	6	39	and	and	CCONJ
crln-26733	6	40	services	service	NOUN
crln-26733	6	41	to	to	PART
crln-26733	6	42	explain	explain	VERB
crln-26733	6	43	their	their	PRON
crln-26733	6	44	outcomes	outcome	NOUN
crln-26733	6	45	,	,	PUNCT
crln-26733	6	46	recommendations	recommendation	NOUN
crln-26733	6	47	,	,	PUNCT
crln-26733	6	48	or	or	CCONJ
crln-26733	6	49	decisions	decision	NOUN
crln-26733	6	50	.	.	PUNCT
crln-26733	7	1	academic	academic	ADJ
crln-26733	7	2	libraries	library	NOUN
crln-26733	7	3	need	need	VERB
crln-26733	7	4	to	to	PART
crln-26733	7	5	adopt	adopt	VERB
crln-26733	7	6	a	a	DET
crln-26733	7	7	multifaceted	multifaceted	ADJ
crln-26733	7	8	approach	approach	NOUN
crln-26733	7	9	to	to	ADP
crln-26733	7	10	explainability	explainability	NOUN
crln-26733	7	11	to	to	PART
crln-26733	7	12	ensure	ensure	VERB
crln-26733	7	13	intelligent	intelligent	ADJ
crln-26733	7	14	systems	system	NOUN
crln-26733	7	15	meet	meet	VERB
crln-26733	7	16	(	(	PUNCT
crln-26733	7	17	and	and	CCONJ
crln-26733	7	18	hopefully	hopefully	ADV
crln-26733	7	19	exceed	exceed	VERB
crln-26733	7	20	)	)	PUNCT
crln-26733	7	21	our	our	PRON
crln-26733	7	22	expectations	expectation	NOUN
crln-26733	7	23	for	for	ADP
crln-26733	7	24	authority	authority	NOUN
crln-26733	7	25	,	,	PUNCT
crln-26733	7	26	credibility	credibility	NOUN
crln-26733	7	27	,	,	PUNCT
crln-26733	7	28	and	and	CCONJ
crln-26733	7	29	accuracy	accuracy	NOUN
crln-26733	7	30	.	.	PUNCT
crln-26733	8	1	why	why	SCONJ
crln-26733	8	2	explainability	explainability	NOUN
crln-26733	8	3	?	?	PUNCT
crln-26733	9	1	tania	tania	PROPN
crln-26733	9	2	lombrozo	lombrozo	PROPN
crln-26733	9	3	underscores	underscore	VERB
crln-26733	9	4	the	the	DET
crln-26733	9	5	importance	importance	NOUN
crln-26733	9	6	of	of	ADP
crln-26733	9	7	explanations	explanation	NOUN
crln-26733	9	8	,	,	PUNCT
crln-26733	9	9	noting	note	VERB
crln-26733	9	10	that	that	SCONJ
crln-26733	9	11	explanations	explanation	NOUN
crln-26733	9	12	“	"	PUNCT
crln-26733	9	13	are	be	AUX
crln-26733	9	14	more	more	ADJ
crln-26733	9	15	than	than	ADP
crln-26733	9	16	a	a	DET
crln-26733	9	17	human	human	ADJ
crln-26733	9	18	preoccupation	preoccupation	NOUN
crln-26733	9	19	—	—	PUNCT
crln-26733	9	20	they	they	PRON
crln-26733	9	21	are	be	AUX
crln-26733	9	22	central	central	ADJ
crln-26733	9	23	to	to	ADP
crln-26733	9	24	our	our	PRON
crln-26733	9	25	sense	sense	NOUN
crln-26733	9	26	of	of	ADP
crln-26733	9	27	understanding	understanding	NOUN
crln-26733	9	28	,	,	PUNCT
crln-26733	9	29	and	and	CCONJ
crln-26733	9	30	the	the	DET
crln-26733	9	31	currency	currency	NOUN
crln-26733	9	32	in	in	ADP
crln-26733	9	33	which	which	PRON
crln-26733	9	34	we	we	PRON
crln-26733	9	35	exchange	exchange	VERB
crln-26733	9	36	beliefs	belief	NOUN
crln-26733	9	37	.	.	PUNCT
crln-26733	9	38	”2	”2	PUNCT
crln-26733	10	1	to	to	ADP
crln-26733	10	2	that	that	DET
crln-26733	10	3	end	end	NOUN
crln-26733	10	4	,	,	PUNCT
crln-26733	10	5	libraries	library	NOUN
crln-26733	10	6	need	need	VERB
crln-26733	10	7	to	to	PART
crln-26733	10	8	be	be	AUX
crln-26733	10	9	explainability	explainability	NOUN
crln-26733	10	10	activists	activist	NOUN
crln-26733	10	11	.	.	PUNCT
crln-26733	11	1	not	not	PART
crln-26733	11	2	passive	passive	ADJ
crln-26733	11	3	,	,	PUNCT
crln-26733	11	4	sceptical	sceptical	ADJ
crln-26733	11	5	,	,	PUNCT
crln-26733	11	6	or	or	CCONJ
crln-26733	11	7	neutral	neutral	ADJ
crln-26733	11	8	but	but	CCONJ
crln-26733	11	9	instead	instead	ADV
crln-26733	11	10	passionately	passionately	ADV
crln-26733	11	11	on	on	ADP
crln-26733	11	12	the	the	DET
crln-26733	11	13	frontlines	frontline	NOUN
crln-26733	11	14	of	of	ADP
crln-26733	11	15	ai	ai	PRON
crln-26733	11	16	literacy	literacy	NOUN
crln-26733	11	17	,	,	PUNCT
crln-26733	11	18	ai	ai	VERB
crln-26733	11	19	research	research	NOUN
crln-26733	11	20	and	and	CCONJ
crln-26733	11	21	development	development	NOUN
crln-26733	11	22	,	,	PUNCT
crln-26733	11	23	and	and	CCONJ
crln-26733	11	24	technology	technology	NOUN
crln-26733	11	25	policy	policy	NOUN
crln-26733	11	26	.	.	PUNCT
crln-26733	12	1	explainability	explainability	NOUN
crln-26733	12	2	is	be	AUX
crln-26733	12	3	a	a	DET
crln-26733	12	4	challenge	challenge	NOUN
crln-26733	12	5	for	for	ADP
crln-26733	12	6	the	the	DET
crln-26733	12	7	ai	ai	PROPN
crln-26733	12	8	community	community	NOUN
crln-26733	12	9	;	;	PUNCT
crln-26733	12	10	it	it	PRON
crln-26733	12	11	is	be	AUX
crln-26733	12	12	an	an	DET
crln-26733	12	13	imperative	imperative	NOUN
crln-26733	12	14	for	for	ADP
crln-26733	12	15	the	the	DET
crln-26733	12	16	library	library	NOUN
crln-26733	12	17	community.3	community.3	PROPN
crln-26733	12	18	explainable	explainable	ADJ
crln-26733	12	19	ai	ai	VERB
crln-26733	12	20	“	"	PUNCT
crln-26733	12	21	explainable	explainable	ADJ
crln-26733	12	22	ai	ai	NOUN
crln-26733	12	23	”	"	PUNCT
crln-26733	12	24	(	(	PUNCT
crln-26733	12	25	xai	xai	PROPN
crln-26733	12	26	)	)	PUNCT
crln-26733	12	27	is	be	AUX
crln-26733	12	28	the	the	DET
crln-26733	12	29	field	field	NOUN
crln-26733	12	30	of	of	ADP
crln-26733	12	31	computer	computer	NOUN
crln-26733	12	32	science	science	NOUN
crln-26733	12	33	“	"	PUNCT
crln-26733	12	34	concerned	concern	VERB
crln-26733	12	35	with	with	ADP
crln-26733	12	36	developing	develop	VERB
crln-26733	12	37	approaches	approach	NOUN
crln-26733	12	38	to	to	PART
crln-26733	12	39	explain	explain	VERB
crln-26733	12	40	and	and	CCONJ
crln-26733	12	41	make	make	VERB
crln-26733	12	42	artificial	artificial	ADJ
crln-26733	12	43	systems	system	NOUN
crln-26733	12	44	understandable	understandable	ADJ
crln-26733	12	45	to	to	ADP
crln-26733	12	46	human	human	ADJ
crln-26733	12	47	stakeholders	stakeholder	NOUN
crln-26733	12	48	.	.	PUNCT
crln-26733	12	49	”4	”4	PUNCT
crln-26733	13	1	concerns	concern	NOUN
crln-26733	13	2	about	about	ADP
crln-26733	13	3	transparency	transparency	NOUN
crln-26733	13	4	and	and	CCONJ
crln-26733	13	5	explanations	explanation	NOUN
crln-26733	13	6	have	have	AUX
crln-26733	13	7	preoccupied	preoccupy	VERB
crln-26733	13	8	ai	ai	VERB
crln-26733	13	9	since	since	SCONJ
crln-26733	13	10	its	its	PRON
crln-26733	13	11	earliest	early	ADJ
crln-26733	13	12	days.5	days.5	NOUN
crln-26733	13	13	the	the	DET
crln-26733	13	14	highly	highly	ADV
crln-26733	13	15	technical	technical	ADJ
crln-26733	13	16	nature	nature	NOUN
crln-26733	13	17	of	of	ADP
crln-26733	13	18	xai	xai	PROPN
crln-26733	13	19	focuses	focus	VERB
crln-26733	13	20	on	on	ADP
crln-26733	13	21	opaque	opaque	ADJ
crln-26733	13	22	ai	ai	NOUN
crln-26733	13	23	algorithms	algorithm	NOUN
crln-26733	13	24	using	use	VERB
crln-26733	13	25	approaches	approach	NOUN
crln-26733	13	26	such	such	ADJ
crln-26733	13	27	as	as	ADP
crln-26733	13	28	feature	feature	NOUN
crln-26733	13	29	engineering	engineering	NOUN
crln-26733	13	30	and	and	CCONJ
crln-26733	13	31	model	model	NOUN
crln-26733	13	32	approximations.6	approximations.6	PROPN
crln-26733	13	33	however	however	ADV
crln-26733	13	34	,	,	PUNCT
crln-26733	13	35	critics	critic	NOUN
crln-26733	13	36	of	of	ADP
crln-26733	13	37	xai	xai	PROPN
crln-26733	13	38	recognized	recognize	VERB
crln-26733	13	39	a	a	DET
crln-26733	13	40	significant	significant	ADJ
crln-26733	13	41	deficiency	deficiency	NOUN
crln-26733	13	42	:	:	PUNCT
crln-26733	13	43	“	"	PUNCT
crln-26733	13	44	ai	ai	AUX
crln-26733	13	45	researchers	researcher	NOUN
crln-26733	13	46	are	be	AUX
crln-26733	13	47	building	build	VERB
crln-26733	13	48	explanatory	explanatory	ADJ
crln-26733	13	49	agents	agent	NOUN
crln-26733	13	50	for	for	ADP
crln-26733	13	51	ourselves	ourselves	PRON
crln-26733	13	52	,	,	PUNCT
crln-26733	13	53	rather	rather	ADV
crln-26733	13	54	than	than	ADP
crln-26733	13	55	for	for	ADP
crln-26733	13	56	the	the	DET
crln-26733	13	57	intended	intend	VERB
crln-26733	13	58	users	user	NOUN
crln-26733	13	59	.	.	PUNCT
crln-26733	13	60	.	.	PUNCT
crln-26733	13	61	.	.	PUNCT
crln-26733	14	1	the	the	DET
crln-26733	14	2	inmates	inmate	NOUN
crln-26733	14	3	are	be	AUX
crln-26733	14	4	running	run	VERB
crln-26733	14	5	the	the	DET
crln-26733	14	6	asylum	asylum	NOUN
crln-26733	14	7	.	.	PUNCT
crln-26733	14	8	”7	”7	X
crln-26733	15	1	taking	take	VERB
crln-26733	15	2	user	user	NOUN
crln-26733	15	3	-	-	PUNCT
crln-26733	15	4	centric	centric	ADJ
crln-26733	15	5	approach	approach	NOUN
crln-26733	15	6	,	,	PUNCT
crln-26733	15	7	upol	upol	PROPN
crln-26733	15	8	ehsan	ehsan	PROPN
crln-26733	15	9	and	and	CCONJ
crln-26733	15	10	mark	mark	PROPN
crln-26733	15	11	riedl	riedl	PROPN
crln-26733	15	12	argue	argue	VERB
crln-26733	15	13	that	that	SCONJ
crln-26733	15	14	“	"	PUNCT
crln-26733	15	15	not	not	PART
crln-26733	15	16	everything	everything	PRON
crln-26733	15	17	that	that	PRON
crln-26733	15	18	is	be	AUX
crln-26733	15	19	important	important	ADJ
crln-26733	15	20	lies	lie	NOUN
crln-26733	15	21	inside	inside	ADP
crln-26733	15	22	the	the	DET
crln-26733	15	23	black	black	ADJ
crln-26733	15	24	box	box	PROPN
crln-26733	15	25	of	of	ADP
crln-26733	15	26	ai	ai	PROPN
crln-26733	15	27	.	.	PUNCT
crln-26733	16	1	critical	critical	ADJ
crln-26733	16	2	insights	insight	NOUN
crln-26733	16	3	can	can	AUX
crln-26733	16	4	lie	lie	VERB
crln-26733	16	5	outside	outside	ADP
crln-26733	16	6	it	it	PRON
crln-26733	16	7	because	because	SCONJ
crln-26733	16	8	that	that	PRON
crln-26733	16	9	’s	’	VERB
crln-26733	16	10	where	where	SCONJ
crln-26733	16	11	the	the	DET
crln-26733	16	12	humans	human	NOUN
crln-26733	16	13	are	be	AUX
crln-26733	16	14	.	.	PUNCT
crln-26733	16	15	”8	”8	PUNCT
crln-26733	17	1	this	this	DET
crln-26733	17	2	holistic	holistic	ADJ
crln-26733	17	3	focus	focus	NOUN
crln-26733	17	4	is	be	AUX
crln-26733	17	5	central	central	ADJ
crln-26733	17	6	to	to	ADP
crln-26733	17	7	the	the	DET
crln-26733	17	8	subfield	subfield	NOUN
crln-26733	17	9	of	of	ADP
crln-26733	17	10	xai	xai	PROPN
crln-26733	17	11	referred	refer	VERB
crln-26733	17	12	to	to	ADP
crln-26733	17	13	as	as	ADP
crln-26733	17	14	“	"	PUNCT
crln-26733	17	15	human	human	NOUN
crln-26733	17	16	-	-	PUNCT
crln-26733	17	17	centered	center	VERB
crln-26733	17	18	explainable	explainable	ADJ
crln-26733	17	19	ai	ai	NOUN
crln-26733	17	20	”	"	PUNCT
crln-26733	17	21	(	(	PUNCT
crln-26733	17	22	hcxai	hcxai	NOUN
crln-26733	17	23	)	)	PUNCT
crln-26733	17	24	.	.	PUNCT
crln-26733	18	1	if	if	SCONJ
crln-26733	18	2	explainability	explainability	NOUN
crln-26733	18	3	is	be	AUX
crln-26733	18	4	to	to	PART
crln-26733	18	5	meet	meet	VERB
crln-26733	18	6	the	the	DET
crln-26733	18	7	values	value	NOUN
crln-26733	18	8	,	,	PUNCT
crln-26733	18	9	principles	principle	NOUN
crln-26733	18	10	,	,	PUNCT
crln-26733	18	11	and	and	CCONJ
crln-26733	18	12	policies	policy	NOUN
crln-26733	18	13	central	central	ADJ
crln-26733	18	14	to	to	ADP
crln-26733	18	15	academic	academic	ADJ
crln-26733	18	16	libraries	library	NOUN
crln-26733	18	17	and	and	CCONJ
crln-26733	18	18	the	the	DET
crln-26733	18	19	academy	academy	NOUN
crln-26733	18	20	,	,	PUNCT
crln-26733	18	21	adopting	adopt	VERB
crln-26733	18	22	and	and	CCONJ
crln-26733	18	23	promulgating	promulgate	VERB
crln-26733	18	24	the	the	DET
crln-26733	18	25	principles	principle	NOUN
crln-26733	18	26	of	of	ADP
crln-26733	18	27	hcxai	hcxai	NOUN
crln-26733	18	28	will	will	AUX
crln-26733	18	29	be	be	AUX
crln-26733	18	30	important	important	ADJ
crln-26733	18	31	.	.	PUNCT
crln-26733	19	1	michael	michael	PROPN
crln-26733	19	2	ridley	ridley	PROPN
crln-26733	19	3	is	be	AUX
crln-26733	19	4	librarian	librarian	ADJ
crln-26733	19	5	emeritus	emeritus	NOUN
crln-26733	19	6	at	at	ADP
crln-26733	19	7	the	the	DET
crln-26733	19	8	university	university	PROPN
crln-26733	19	9	of	of	ADP
crln-26733	19	10	guelph	guelph	PROPN
crln-26733	19	11	in	in	ADP
crln-26733	19	12	guelph	guelph	PROPN
crln-26733	19	13	,	,	PUNCT
crln-26733	19	14	ontario	ontario	PROPN
crln-26733	19	15	canada	canada	PROPN
crln-26733	19	16	,	,	PUNCT
crln-26733	19	17	email	email	NOUN
crln-26733	19	18	:	:	PUNCT
crln-26733	19	19	mridley@uoguelph.ca	mridley@uoguelph.ca	NOUN
crln-26733	19	20	.	.	PUNCT
crln-26733	20	1	orcid	orcid	NOUN
crln-26733	20	2	:	:	PUNCT
crln-26733	20	3	0000	0000	NUM
crln-26733	20	4	-	-	PUNCT
crln-26733	20	5	0002	0002	NUM
crln-26733	20	6	-	-	PUNCT
crln-26733	20	7	2524	2524	NUM
crln-26733	20	8	-	-	SYM
crln-26733	20	9	7507	7507	NUM
crln-26733	20	10	.	.	PUNCT
crln-26733	21	1	©	©	PROPN
crln-26733	21	2	2025	2025	NUM
crln-26733	21	3	michael	michael	PROPN
crln-26733	21	4	ridley	ridley	PROPN
crln-26733	21	5	michael	michael	PROPN
crln-26733	21	6	ridley	ridley	PROPN
crln-26733	21	7	explainable	explainable	ADV
crln-26733	21	8	ai	ai	VERB
crln-26733	21	9	an	an	DET
crln-26733	21	10	agenda	agenda	NOUN
crln-26733	21	11	for	for	ADP
crln-26733	21	12	explainability	explainability	NOUN
crln-26733	21	13	activism	activism	NOUN
crln-26733	21	14	mailto:mridley@uoguelph.ca	mailto:mridley@uoguelph.ca	NOUN
crln-26733	21	15	https://orcid.org/0000-0002-2524-7507	https://orcid.org/0000-0002-2524-7507	NOUN
crln-26733	21	16	april	april	PROPN
crln-26733	21	17	2025	2025	NUM
crln-26733	21	18	170c&rl	170c&rl	NUM
crln-26733	21	19	news	news	NOUN
crln-26733	21	20	human	human	NOUN
crln-26733	21	21	-	-	PUNCT
crln-26733	21	22	centered	center	VERB
crln-26733	21	23	explainable	explainable	ADJ
crln-26733	21	24	ai	ai	NOUN
crln-26733	21	25	(	(	PUNCT
crln-26733	21	26	hcxai	hcxai	NOUN
crln-26733	21	27	)	)	PUNCT
crln-26733	21	28	human	human	NOUN
crln-26733	21	29	-	-	PUNCT
crln-26733	21	30	centered	center	VERB
crln-26733	21	31	explainable	explainable	ADJ
crln-26733	21	32	ai	ai	AUX
crln-26733	21	33	puts	put	VERB
crln-26733	21	34	the	the	DET
crln-26733	21	35	human	human	NOUN
crln-26733	21	36	at	at	ADP
crln-26733	21	37	the	the	DET
crln-26733	21	38	center	center	NOUN
crln-26733	21	39	of	of	ADP
crln-26733	21	40	technology	technology	NOUN
crln-26733	21	41	design	design	NOUN
crln-26733	21	42	and	and	CCONJ
crln-26733	21	43	develops	develop	VERB
crln-26733	21	44	a	a	DET
crln-26733	21	45	holistic	holistic	ADJ
crln-26733	21	46	understanding	understanding	NOUN
crln-26733	21	47	of	of	ADP
crln-26733	21	48	“	"	PUNCT
crln-26733	21	49	who	who	PRON
crln-26733	21	50	”	"	PUNCT
crln-26733	21	51	the	the	DET
crln-26733	21	52	human	human	NOUN
crln-26733	21	53	is	be	AUX
crln-26733	21	54	.	.	PUNCT
crln-26733	22	1	it	it	PRON
crln-26733	22	2	considers	consider	VERB
crln-26733	22	3	the	the	DET
crln-26733	22	4	interplay	interplay	NOUN
crln-26733	22	5	of	of	ADP
crln-26733	22	6	values	value	NOUN
crln-26733	22	7	,	,	PUNCT
crln-26733	22	8	interpersonal	interpersonal	ADJ
crln-26733	22	9	dynamics	dynamic	NOUN
crln-26733	22	10	,	,	PUNCT
crln-26733	22	11	and	and	CCONJ
crln-26733	22	12	socially	socially	ADV
crln-26733	22	13	situated	situated	ADJ
crln-26733	22	14	nature	nature	NOUN
crln-26733	22	15	of	of	ADP
crln-26733	22	16	ai	ai	PROPN
crln-26733	22	17	systems	system	NOUN
crln-26733	22	18	.	.	PUNCT
crln-26733	23	1	in	in	ADP
crln-26733	23	2	particular	particular	ADJ
crln-26733	23	3	,	,	PUNCT
crln-26733	23	4	we	we	PRON
crln-26733	23	5	advocate	advocate	VERB
crln-26733	23	6	for	for	ADP
crln-26733	23	7	a	a	DET
crln-26733	23	8	reflective	reflective	ADJ
crln-26733	23	9	sociotechnical	sociotechnical	ADJ
crln-26733	23	10	approach	approach	NOUN
crln-26733	23	11	that	that	PRON
crln-26733	23	12	incorporates	incorporate	VERB
crln-26733	23	13	both	both	CCONJ
crln-26733	23	14	social	social	ADJ
crln-26733	23	15	and	and	CCONJ
crln-26733	23	16	technical	technical	ADJ
crln-26733	23	17	elements	element	NOUN
crln-26733	23	18	in	in	ADP
crln-26733	23	19	our	our	PRON
crln-26733	23	20	design	design	NOUN
crln-26733	23	21	space.9	space.9	NOUN
crln-26733	23	22	hcxai	hcxai	NOUN
crln-26733	23	23	consists	consist	VERB
crln-26733	23	24	of	of	ADP
crln-26733	23	25	specific	specific	ADJ
crln-26733	23	26	techniques	technique	NOUN
crln-26733	23	27	,	,	PUNCT
crln-26733	23	28	practices	practice	NOUN
crln-26733	23	29	,	,	PUNCT
crln-26733	23	30	system	system	NOUN
crln-26733	23	31	design	design	NOUN
crln-26733	23	32	features	feature	NOUN
crln-26733	23	33	,	,	PUNCT
crln-26733	23	34	and	and	CCONJ
crln-26733	23	35	policy	policy	NOUN
crln-26733	23	36	recommendations.10	recommendations.10	NOUN
crln-26733	23	37	these	these	PRON
crln-26733	23	38	emphasize	emphasize	VERB
crln-26733	23	39	the	the	DET
crln-26733	23	40	importance	importance	NOUN
crln-26733	23	41	of	of	ADP
crln-26733	23	42	understanding	understand	VERB
crln-26733	23	43	the	the	DET
crln-26733	23	44	human	human	ADJ
crln-26733	23	45	context	context	NOUN
crln-26733	23	46	,	,	PUNCT
crln-26733	23	47	including	include	VERB
crln-26733	23	48	who	who	PRON
crln-26733	23	49	is	be	AUX
crln-26733	23	50	using	use	VERB
crln-26733	23	51	the	the	DET
crln-26733	23	52	ai	ai	NOUN
crln-26733	23	53	,	,	PUNCT
crln-26733	23	54	when	when	SCONJ
crln-26733	23	55	,	,	PUNCT
crln-26733	23	56	and	and	CCONJ
crln-26733	23	57	why	why	SCONJ
crln-26733	23	58	.	.	PUNCT
crln-26733	24	1	it	it	PRON
crln-26733	24	2	considers	consider	VERB
crln-26733	24	3	the	the	DET
crln-26733	24	4	broader	broad	ADJ
crln-26733	24	5	environment	environment	NOUN
crln-26733	24	6	in	in	ADP
crln-26733	24	7	which	which	PRON
crln-26733	24	8	ai	ai	VERB
crln-26733	24	9	operates	operate	NOUN
crln-26733	24	10	and	and	CCONJ
crln-26733	24	11	how	how	SCONJ
crln-26733	24	12	humans	human	NOUN
crln-26733	24	13	interact	interact	VERB
crln-26733	24	14	with	with	ADP
crln-26733	24	15	intelligent	intelligent	ADJ
crln-26733	24	16	systems	system	NOUN
crln-26733	24	17	.	.	PUNCT
crln-26733	25	1	crucially	crucially	ADV
crln-26733	25	2	,	,	PUNCT
crln-26733	25	3	hcxai	hcxai	NOUN
crln-26733	25	4	stresses	stress	VERB
crln-26733	25	5	the	the	DET
crln-26733	25	6	need	need	NOUN
crln-26733	25	7	for	for	ADP
crln-26733	25	8	ai	ai	VERB
crln-26733	25	9	explanations	explanation	NOUN
crln-26733	25	10	to	to	PART
crln-26733	25	11	be	be	AUX
crln-26733	25	12	actionable	actionable	ADJ
crln-26733	25	13	and	and	CCONJ
crln-26733	25	14	contestable	contestable	ADJ
crln-26733	25	15	.	.	PUNCT
crln-26733	26	1	users	user	NOUN
crln-26733	26	2	should	should	AUX
crln-26733	26	3	be	be	AUX
crln-26733	26	4	able	able	ADJ
crln-26733	26	5	to	to	PART
crln-26733	26	6	act	act	VERB
crln-26733	26	7	on	on	ADP
crln-26733	26	8	the	the	DET
crln-26733	26	9	explanations	explanation	NOUN
crln-26733	26	10	and	and	CCONJ
crln-26733	26	11	challenge	challenge	VERB
crln-26733	26	12	them	they	PRON
crln-26733	26	13	if	if	SCONJ
crln-26733	26	14	necessary	necessary	ADJ
crln-26733	26	15	.	.	PUNCT
crln-26733	27	1	inherent	inherent	ADJ
crln-26733	27	2	in	in	ADP
crln-26733	27	3	these	these	DET
crln-26733	27	4	characteristics	characteristic	NOUN
crln-26733	27	5	is	be	AUX
crln-26733	27	6	the	the	DET
crln-26733	27	7	priority	priority	NOUN
crln-26733	27	8	hcxai	hcxai	NOUN
crln-26733	27	9	places	place	VERB
crln-26733	27	10	on	on	ADP
crln-26733	27	11	user	user	NOUN
crln-26733	27	12	reflection	reflection	NOUN
crln-26733	27	13	over	over	ADP
crln-26733	27	14	acquiescence	acquiescence	NOUN
crln-26733	27	15	to	to	ADP
crln-26733	27	16	the	the	DET
crln-26733	27	17	system	system	NOUN
crln-26733	27	18	.	.	PUNCT
crln-26733	28	1	many	many	ADJ
crln-26733	28	2	of	of	ADP
crln-26733	28	3	the	the	DET
crln-26733	28	4	hcxai	hcxai	NOUN
crln-26733	28	5	recommendations	recommendation	NOUN
crln-26733	28	6	emphasize	emphasize	VERB
crln-26733	28	7	user	user	NOUN
crln-26733	28	8	empowerment	empowerment	NOUN
crln-26733	28	9	.	.	PUNCT
crln-26733	29	1	in	in	ADP
crln-26733	29	2	supporting	support	VERB
crln-26733	29	3	the	the	DET
crln-26733	29	4	idea	idea	NOUN
crln-26733	29	5	of	of	ADP
crln-26733	29	6	“	"	PUNCT
crln-26733	29	7	explanatory	explanatory	ADJ
crln-26733	29	8	systems	system	NOUN
crln-26733	29	9	not	not	PART
crln-26733	29	10	explanations,”11	explanations,”11	ADJ
crln-26733	29	11	hcxai	hcxai	NOUN
crln-26733	29	12	recognizes	recognize	VERB
crln-26733	29	13	that	that	SCONJ
crln-26733	29	14	a	a	DET
crln-26733	29	15	single	single	ADJ
crln-26733	29	16	,	,	PUNCT
crln-26733	29	17	static	static	ADJ
crln-26733	29	18	response	response	NOUN
crln-26733	29	19	from	from	ADP
crln-26733	29	20	an	an	DET
crln-26733	29	21	intelligent	intelligent	ADJ
crln-26733	29	22	system	system	NOUN
crln-26733	29	23	is	be	AUX
crln-26733	29	24	insufficient	insufficient	ADJ
crln-26733	29	25	.	.	PUNCT
crln-26733	30	1	users	user	NOUN
crln-26733	30	2	should	should	AUX
crln-26733	30	3	be	be	AUX
crln-26733	30	4	engaged	engage	VERB
crln-26733	30	5	in	in	ADP
crln-26733	30	6	a	a	DET
crln-26733	30	7	clarifying	clarify	VERB
crln-26733	30	8	dialogue	dialogue	NOUN
crln-26733	30	9	with	with	ADP
crln-26733	30	10	the	the	DET
crln-26733	30	11	system	system	NOUN
crln-26733	30	12	and	and	CCONJ
crln-26733	30	13	provided	provide	VERB
crln-26733	30	14	with	with	ADP
crln-26733	30	15	additional	additional	ADJ
crln-26733	30	16	information	information	NOUN
crln-26733	30	17	(	(	PUNCT
crln-26733	30	18	e.g.	e.g.	ADV
crln-26733	30	19	,	,	PUNCT
crln-26733	30	20	training	training	NOUN
crln-26733	30	21	data	datum	NOUN
crln-26733	30	22	source	source	NOUN
crln-26733	30	23	,	,	PUNCT
crln-26733	30	24	model	model	NOUN
crln-26733	30	25	objectives	objective	NOUN
crln-26733	30	26	,	,	PUNCT
crln-26733	30	27	counterfactuals	counterfactual	NOUN
crln-26733	30	28	)	)	PUNCT
crln-26733	30	29	so	so	SCONJ
crln-26733	30	30	that	that	SCONJ
crln-26733	30	31	a	a	DET
crln-26733	30	32	user	user	NOUN
crln-26733	30	33	can	can	AUX
crln-26733	30	34	participate	participate	VERB
crln-26733	30	35	in	in	ADP
crln-26733	30	36	“	"	PUNCT
crln-26733	30	37	active	active	ADJ
crln-26733	30	38	self	self	NOUN
crln-26733	30	39	-	-	PUNCT
crln-26733	30	40	explanation	explanation	NOUN
crln-26733	30	41	.	.	PUNCT
crln-26733	30	42	”	"	PUNCT
crln-26733	31	1	this	this	PRON
crln-26733	31	2	would	would	AUX
crln-26733	31	3	allow	allow	VERB
crln-26733	31	4	users	user	NOUN
crln-26733	31	5	to	to	PART
crln-26733	31	6	form	form	VERB
crln-26733	31	7	their	their	PRON
crln-26733	31	8	own	own	ADJ
crln-26733	31	9	conclusions	conclusion	NOUN
crln-26733	31	10	(	(	PUNCT
crln-26733	31	11	explanations	explanation	NOUN
crln-26733	31	12	)	)	PUNCT
crln-26733	31	13	and	and	CCONJ
crln-26733	31	14	contextualize	contextualize	VERB
crln-26733	31	15	the	the	DET
crln-26733	31	16	system	system	NOUN
crln-26733	31	17	behavior	behavior	NOUN
crln-26733	31	18	to	to	ADP
crln-26733	31	19	their	their	PRON
crln-26733	31	20	circumstances	circumstance	NOUN
crln-26733	31	21	.	.	PUNCT
crln-26733	32	1	while	while	SCONJ
crln-26733	32	2	most	most	ADJ
crln-26733	32	3	contemporary	contemporary	ADJ
crln-26733	32	4	technology	technology	NOUN
crln-26733	32	5	strives	strive	VERB
crln-26733	32	6	for	for	ADP
crln-26733	32	7	a	a	DET
crln-26733	32	8	seamless	seamless	ADJ
crln-26733	32	9	,	,	PUNCT
crln-26733	32	10	frictionless	frictionless	ADJ
crln-26733	32	11	experience	experience	NOUN
crln-26733	32	12	,	,	PUNCT
crln-26733	32	13	hcxai	hcxai	NOUN
crln-26733	32	14	advocates	advocate	VERB
crln-26733	32	15	for	for	ADP
crln-26733	32	16	a	a	DET
crln-26733	32	17	“	"	PUNCT
crln-26733	32	18	seamful	seamful	ADJ
crln-26733	32	19	”	"	PUNCT
crln-26733	32	20	experience	experience	NOUN
crln-26733	32	21	.	.	PUNCT
crln-26733	33	1	seamful	seamful	ADJ
crln-26733	33	2	system	system	NOUN
crln-26733	33	3	design	design	NOUN
crln-26733	33	4	makes	make	VERB
crln-26733	33	5	the	the	DET
crln-26733	33	6	limitations	limitation	NOUN
crln-26733	33	7	and	and	CCONJ
crln-26733	33	8	boundaries	boundary	NOUN
crln-26733	33	9	of	of	ADP
crln-26733	33	10	the	the	DET
crln-26733	33	11	system	system	NOUN
crln-26733	33	12	visible	visible	ADJ
crln-26733	33	13	to	to	ADP
crln-26733	33	14	the	the	DET
crln-26733	33	15	user	user	NOUN
crln-26733	33	16	,	,	PUNCT
crln-26733	33	17	not	not	PART
crln-26733	33	18	hidden	hide	VERB
crln-26733	33	19	or	or	CCONJ
crln-26733	33	20	smoothed	smooth	VERB
crln-26733	33	21	over	over	ADV
crln-26733	33	22	.	.	PUNCT
crln-26733	34	1	seamful	seamful	ADJ
crln-26733	34	2	design	design	NOUN
crln-26733	34	3	is	be	AUX
crln-26733	34	4	a	a	DET
crln-26733	34	5	form	form	NOUN
crln-26733	34	6	of	of	ADP
crln-26733	34	7	explanation	explanation	NOUN
crln-26733	34	8	that	that	PRON
crln-26733	34	9	allows	allow	VERB
crln-26733	34	10	users	user	NOUN
crln-26733	34	11	to	to	PART
crln-26733	34	12	understand	understand	VERB
crln-26733	34	13	system	system	NOUN
crln-26733	34	14	weaknesses	weakness	NOUN
crln-26733	34	15	and	and	CCONJ
crln-26733	34	16	modulate	modulate	VERB
crln-26733	34	17	their	their	PRON
crln-26733	34	18	trust	trust	NOUN
crln-26733	34	19	appropriately	appropriately	ADV
crln-26733	34	20	.	.	PUNCT
crln-26733	35	1	hcxai	hcxai	NOUN
crln-26733	35	2	advocates	advocate	VERB
crln-26733	35	3	for	for	ADP
crln-26733	35	4	the	the	DET
crln-26733	35	5	availability	availability	NOUN
crln-26733	35	6	of	of	ADP
crln-26733	35	7	ai	ai	ADJ
crln-26733	35	8	performance	performance	NOUN
crln-26733	35	9	metrics	metric	NOUN
crln-26733	35	10	.	.	PUNCT
crln-26733	36	1	akin	akin	ADJ
crln-26733	36	2	to	to	ADP
crln-26733	36	3	nutritional	nutritional	ADJ
crln-26733	36	4	labeling	labeling	NOUN
crln-26733	36	5	on	on	ADP
crln-26733	36	6	products	product	NOUN
crln-26733	36	7	,	,	PUNCT
crln-26733	36	8	these	these	DET
crln-26733	36	9	user	user	NOUN
crln-26733	36	10	-	-	PUNCT
crln-26733	36	11	friendly	friendly	ADJ
crln-26733	36	12	metrics	metric	NOUN
crln-26733	36	13	would	would	AUX
crln-26733	36	14	alert	alert	VERB
crln-26733	36	15	users	user	NOUN
crln-26733	36	16	to	to	PART
crln-26733	36	17	system	system	VERB
crln-26733	36	18	effectiveness	effectiveness	NOUN
crln-26733	36	19	“	"	PUNCT
crln-26733	36	20	in	in	ADP
crln-26733	36	21	the	the	DET
crln-26733	36	22	wild	wild	NOUN
crln-26733	36	23	”	"	PUNCT
crln-26733	36	24	(	(	PUNCT
crln-26733	36	25	as	as	SCONJ
crln-26733	36	26	opposed	oppose	VERB
crln-26733	36	27	to	to	ADP
crln-26733	36	28	lab	lab	NOUN
crln-26733	36	29	tests	test	NOUN
crln-26733	36	30	)	)	PUNCT
crln-26733	36	31	.	.	PUNCT
crln-26733	37	1	it	it	PRON
crln-26733	37	2	would	would	AUX
crln-26733	37	3	also	also	ADV
crln-26733	37	4	facilitate	facilitate	VERB
crln-26733	37	5	comparisons	comparison	NOUN
crln-26733	37	6	of	of	ADP
crln-26733	37	7	different	different	ADJ
crln-26733	37	8	systems	system	NOUN
crln-26733	37	9	with	with	ADP
crln-26733	37	10	similar	similar	ADJ
crln-26733	37	11	objectives	objective	NOUN
crln-26733	37	12	.	.	PUNCT
crln-26733	38	1	perhaps	perhaps	ADV
crln-26733	38	2	the	the	DET
crln-26733	38	3	most	most	ADV
crln-26733	38	4	radical	radical	ADJ
crln-26733	38	5	hcxai	hcxai	NOUN
crln-26733	38	6	proposal	proposal	NOUN
crln-26733	38	7	is	be	AUX
crln-26733	38	8	that	that	SCONJ
crln-26733	38	9	“	"	PUNCT
crln-26733	38	10	explanatory	explanatory	ADJ
crln-26733	38	11	systems	system	NOUN
crln-26733	38	12	”	"	PUNCT
crln-26733	38	13	should	should	AUX
crln-26733	38	14	be	be	AUX
crln-26733	38	15	independent	independent	ADJ
crln-26733	38	16	of	of	ADP
crln-26733	38	17	the	the	DET
crln-26733	38	18	platforms	platform	NOUN
crln-26733	38	19	or	or	CCONJ
crln-26733	38	20	ai	ai	VERB
crln-26733	38	21	systems	system	NOUN
crln-26733	38	22	providing	provide	VERB
crln-26733	38	23	the	the	DET
crln-26733	38	24	explanations.12	explanations.12	NOUN
crln-26733	38	25	explanatory	explanatory	ADJ
crln-26733	38	26	capabilities	capability	NOUN
crln-26733	38	27	embedded	embed	VERB
crln-26733	38	28	in	in	ADP
crln-26733	38	29	specific	specific	ADJ
crln-26733	38	30	systems	system	NOUN
crln-26733	38	31	or	or	CCONJ
crln-26733	38	32	platforms	platform	NOUN
crln-26733	38	33	are	be	AUX
crln-26733	38	34	at	at	ADP
crln-26733	38	35	risk	risk	NOUN
crln-26733	38	36	of	of	ADP
crln-26733	38	37	bias	bias	NOUN
crln-26733	38	38	or	or	CCONJ
crln-26733	38	39	worse	bad	ADJ
crln-26733	38	40	,	,	PUNCT
crln-26733	38	41	manipulation	manipulation	NOUN
crln-26733	38	42	or	or	CCONJ
crln-26733	38	43	coercion	coercion	NOUN
crln-26733	38	44	.	.	PUNCT
crln-26733	39	1	third	third	ADJ
crln-26733	39	2	-	-	PUNCT
crln-26733	39	3	party	party	NOUN
crln-26733	39	4	explanatory	explanatory	ADJ
crln-26733	39	5	systems	system	NOUN
crln-26733	39	6	based	base	VERB
crln-26733	39	7	on	on	ADP
crln-26733	39	8	explanation	explanation	NOUN
crln-26733	39	9	protocols	protocol	NOUN
crln-26733	39	10	“	"	PUNCT
crln-26733	39	11	would	would	AUX
crln-26733	39	12	push	push	VERB
crln-26733	39	13	the	the	DET
crln-26733	39	14	power	power	NOUN
crln-26733	39	15	and	and	CCONJ
crln-26733	39	16	decision	decision	NOUN
crln-26733	39	17	making	make	VERB
crln-26733	39	18	out	out	ADP
crln-26733	39	19	to	to	ADP
crln-26733	39	20	the	the	DET
crln-26733	39	21	ends	end	NOUN
crln-26733	39	22	of	of	ADP
crln-26733	39	23	the	the	DET
crln-26733	39	24	network	network	NOUN
crln-26733	39	25	[	[	X
crln-26733	39	26	i.e.	i.e.	X
crln-26733	39	27	,	,	PUNCT
crln-26733	39	28	where	where	SCONJ
crln-26733	39	29	the	the	DET
crln-26733	39	30	users	user	NOUN
crln-26733	39	31	are	be	AUX
crln-26733	39	32	]	]	PUNCT
crln-26733	39	33	rather	rather	ADV
crln-26733	39	34	than	than	ADP
crln-26733	39	35	keeping	keep	VERB
crln-26733	39	36	it	it	PRON
crln-26733	39	37	centralized	centralized	ADJ
crln-26733	39	38	among	among	ADP
crln-26733	39	39	a	a	DET
crln-26733	39	40	small	small	ADJ
crln-26733	39	41	group	group	NOUN
crln-26733	39	42	of	of	ADP
crln-26733	39	43	very	very	ADV
crln-26733	39	44	powerful	powerful	ADJ
crln-26733	39	45	companies	company	NOUN
crln-26733	39	46	.	.	PUNCT
crln-26733	40	1	”13	”13	VERB
crln-26733	40	2	an	an	DET
crln-26733	40	3	agenda	agenda	NOUN
crln-26733	40	4	for	for	ADP
crln-26733	40	5	explainability	explainability	NOUN
crln-26733	40	6	activists	activist	NOUN
crln-26733	40	7	advancing	advance	VERB
crln-26733	40	8	explainability	explainability	NOUN
crln-26733	40	9	requires	require	VERB
crln-26733	40	10	action	action	NOUN
crln-26733	40	11	in	in	ADP
crln-26733	40	12	five	five	NUM
crln-26733	40	13	areas	area	NOUN
crln-26733	40	14	.	.	PUNCT
crln-26733	41	1	some	some	PRON
crln-26733	41	2	of	of	ADP
crln-26733	41	3	these	these	PRON
crln-26733	41	4	occur	occur	VERB
crln-26733	41	5	at	at	ADP
crln-26733	41	6	the	the	DET
crln-26733	41	7	institutional	institutional	ADJ
crln-26733	41	8	level	level	NOUN
crln-26733	41	9	(	(	PUNCT
crln-26733	41	10	library	library	NOUN
crln-26733	41	11	and/or	and/or	CCONJ
crln-26733	41	12	university	university	NOUN
crln-26733	41	13	)	)	PUNCT
crln-26733	41	14	,	,	PUNCT
crln-26733	41	15	while	while	SCONJ
crln-26733	41	16	others	other	NOUN
crln-26733	41	17	involve	involve	VERB
crln-26733	41	18	individual	individual	ADJ
crln-26733	41	19	commitments	commitment	NOUN
crln-26733	41	20	.	.	PUNCT
crln-26733	42	1	1	1	X
crln-26733	42	2	.	.	X
crln-26733	42	3	first	first	ADV
crln-26733	42	4	and	and	CCONJ
crln-26733	42	5	foremost	foremost	ADV
crln-26733	42	6	,	,	PUNCT
crln-26733	42	7	libraries	library	NOUN
crln-26733	42	8	must	must	AUX
crln-26733	42	9	continue	continue	VERB
crln-26733	42	10	and	and	CCONJ
crln-26733	42	11	enhance	enhance	VERB
crln-26733	42	12	ai	ai	VERB
crln-26733	42	13	literacy	literacy	NOUN
crln-26733	42	14	initiatives	initiative	NOUN
crln-26733	42	15	for	for	ADP
crln-26733	42	16	library	library	ADJ
crln-26733	42	17	staff	staff	NOUN
crln-26733	42	18	and	and	CCONJ
crln-26733	42	19	their	their	PRON
crln-26733	42	20	user	user	NOUN
crln-26733	42	21	communities	community	NOUN
crln-26733	42	22	.	.	PUNCT
crln-26733	43	1	critical	critical	ADJ
crln-26733	43	2	information	information	NOUN
crln-26733	43	3	literacy	literacy	NOUN
crln-26733	43	4	that	that	PRON
crln-26733	43	5	incorporates	incorporate	VERB
crln-26733	43	6	ai	ai	VERB
crln-26733	43	7	issues	issue	NOUN
crln-26733	43	8	remains	remain	VERB
crln-26733	43	9	the	the	DET
crln-26733	43	10	most	most	ADV
crln-26733	43	11	effective	effective	ADJ
crln-26733	43	12	explainability	explainability	NOUN
crln-26733	43	13	instrument	instrument	NOUN
crln-26733	43	14	.	.	PUNCT
crln-26733	44	1	april	april	PROPN
crln-26733	44	2	2025	2025	NUM
crln-26733	44	3	171c&rl	171c&rl	NUM
crln-26733	44	4	news	news	NOUN
crln-26733	44	5	2	2	NUM
crln-26733	44	6	.	.	PUNCT
crln-26733	44	7	institutions	institution	NOUN
crln-26733	44	8	should	should	AUX
crln-26733	44	9	encourage	encourage	VERB
crln-26733	44	10	and	and	CCONJ
crln-26733	44	11	support	support	VERB
crln-26733	44	12	research	research	NOUN
crln-26733	44	13	and	and	CCONJ
crln-26733	44	14	development	development	NOUN
crln-26733	44	15	in	in	ADP
crln-26733	44	16	the	the	DET
crln-26733	44	17	explainable	explainable	ADJ
crln-26733	44	18	ai	ai	NOUN
crln-26733	44	19	community	community	NOUN
crln-26733	44	20	.	.	PUNCT
crln-26733	45	1	basic	basic	ADJ
crln-26733	45	2	xai	xai	PROPN
crln-26733	45	3	research	research	NOUN
crln-26733	45	4	in	in	ADP
crln-26733	45	5	opening	open	VERB
crln-26733	45	6	the	the	DET
crln-26733	45	7	black	black	ADJ
crln-26733	45	8	box	box	NOUN
crln-26733	45	9	is	be	AUX
crln-26733	45	10	still	still	ADV
crln-26733	45	11	a	a	DET
crln-26733	45	12	priority	priority	NOUN
crln-26733	45	13	as	as	SCONJ
crln-26733	45	14	new	new	ADJ
crln-26733	45	15	advances	advance	NOUN
crln-26733	45	16	continually	continually	ADV
crln-26733	45	17	redefine	redefine	VERB
crln-26733	45	18	the	the	DET
crln-26733	45	19	core	core	NOUN
crln-26733	45	20	building	building	NOUN
crln-26733	45	21	blocks	block	NOUN
crln-26733	45	22	of	of	ADP
crln-26733	45	23	ai	ai	NOUN
crln-26733	45	24	.	.	PROPN
crln-26733	45	25	3	3	X
crln-26733	45	26	.	.	NOUN
crln-26733	45	27	libraries	library	NOUN
crln-26733	45	28	need	need	VERB
crln-26733	45	29	to	to	PART
crln-26733	45	30	hold	hold	VERB
crln-26733	45	31	its	its	PRON
crln-26733	45	32	vendors	vendor	NOUN
crln-26733	45	33	and	and	CCONJ
crln-26733	45	34	information	information	NOUN
crln-26733	45	35	providers	provider	NOUN
crln-26733	45	36	accountable	accountable	ADJ
crln-26733	45	37	for	for	ADP
crln-26733	45	38	explainability	explainability	NOUN
crln-26733	45	39	.	.	PUNCT
crln-26733	46	1	from	from	ADP
crln-26733	46	2	startups	startup	NOUN
crln-26733	46	3	to	to	ADP
crln-26733	46	4	openai	openai	PROPN
crln-26733	46	5	,	,	PUNCT
crln-26733	46	6	explainability	explainability	NOUN
crln-26733	46	7	should	should	AUX
crln-26733	46	8	be	be	AUX
crln-26733	46	9	a	a	DET
crln-26733	46	10	default	default	NOUN
crln-26733	46	11	in	in	ADP
crln-26733	46	12	the	the	DET
crln-26733	46	13	tools	tool	NOUN
crln-26733	46	14	and	and	CCONJ
crln-26733	46	15	services	service	NOUN
crln-26733	46	16	they	they	PRON
crln-26733	46	17	provide	provide	VERB
crln-26733	46	18	.	.	PUNCT
crln-26733	47	1	contracts	contract	NOUN
crln-26733	47	2	,	,	PUNCT
crln-26733	47	3	user	user	NOUN
crln-26733	47	4	agreements	agreement	NOUN
crln-26733	47	5	,	,	PUNCT
crln-26733	47	6	acceptable	acceptable	ADJ
crln-26733	47	7	use	use	NOUN
crln-26733	47	8	policies	policy	NOUN
crln-26733	47	9	,	,	PUNCT
crln-26733	47	10	and	and	CCONJ
crln-26733	47	11	public	public	ADJ
crln-26733	47	12	persuasion	persuasion	NOUN
crln-26733	47	13	are	be	AUX
crln-26733	47	14	all	all	PRON
crln-26733	47	15	opportunities	opportunity	NOUN
crln-26733	47	16	to	to	PART
crln-26733	47	17	influence	influence	VERB
crln-26733	47	18	vendor	vendor	NOUN
crln-26733	47	19	and	and	CCONJ
crln-26733	47	20	provider	provider	NOUN
crln-26733	47	21	behavior	behavior	NOUN
crln-26733	47	22	.	.	PUNCT
crln-26733	48	1	4	4	X
crln-26733	48	2	.	.	X
crln-26733	48	3	explainability	explainability	NOUN
crln-26733	48	4	must	must	AUX
crln-26733	48	5	be	be	AUX
crln-26733	48	6	entrenched	entrench	VERB
crln-26733	48	7	in	in	ADP
crln-26733	48	8	regulation	regulation	NOUN
crln-26733	48	9	.	.	PUNCT
crln-26733	49	1	while	while	SCONJ
crln-26733	49	2	the	the	DET
crln-26733	49	3	european	european	PROPN
crln-26733	49	4	union	union	PROPN
crln-26733	49	5	ai	ai	PROPN
crln-26733	49	6	act	act	PROPN
crln-26733	49	7	is	be	AUX
crln-26733	49	8	making	make	VERB
crln-26733	49	9	progress	progress	NOUN
crln-26733	49	10	,	,	PUNCT
crln-26733	49	11	it	it	PRON
crln-26733	49	12	falls	fall	VERB
crln-26733	49	13	short	short	ADJ
crln-26733	49	14	on	on	ADP
crln-26733	49	15	robust	robust	ADJ
crln-26733	49	16	explainability	explainability	NOUN
crln-26733	49	17	provisions.14	provisions.14	NOUN
crln-26733	49	18	efforts	effort	NOUN
crln-26733	49	19	in	in	ADP
crln-26733	49	20	the	the	DET
crln-26733	49	21	us	us	PROPN
crln-26733	49	22	and	and	CCONJ
crln-26733	49	23	canada	canada	PROPN
crln-26733	49	24	are	be	AUX
crln-26733	49	25	even	even	ADV
crln-26733	49	26	less	less	ADV
crln-26733	49	27	successful	successful	ADJ
crln-26733	49	28	.	.	PUNCT
crln-26733	50	1	it	it	PRON
crln-26733	50	2	is	be	AUX
crln-26733	50	3	unimaginable	unimaginable	ADJ
crln-26733	50	4	that	that	SCONJ
crln-26733	50	5	any	any	DET
crln-26733	50	6	other	other	ADJ
crln-26733	50	7	such	such	ADJ
crln-26733	50	8	powerful	powerful	ADJ
crln-26733	50	9	innovation	innovation	NOUN
crln-26733	50	10	would	would	AUX
crln-26733	50	11	not	not	PART
crln-26733	50	12	receive	receive	VERB
crln-26733	50	13	legislated	legislate	VERB
crln-26733	50	14	guardrails	guardrail	NOUN
crln-26733	50	15	and	and	CCONJ
crln-26733	50	16	consumer	consumer	NOUN
crln-26733	50	17	protection	protection	NOUN
crln-26733	50	18	.	.	PUNCT
crln-26733	51	1	the	the	DET
crln-26733	51	2	promulgation	promulgation	NOUN
crln-26733	51	3	of	of	ADP
crln-26733	51	4	regulatory	regulatory	ADJ
crln-26733	51	5	oversight	oversight	NOUN
crln-26733	51	6	of	of	ADP
crln-26733	51	7	ai	ai	INTJ
crln-26733	51	8	that	that	PRON
crln-26733	51	9	enshrines	enshrine	VERB
crln-26733	51	10	explainability	explainability	NOUN
crln-26733	51	11	requires	require	VERB
crln-26733	51	12	advocacy	advocacy	NOUN
crln-26733	51	13	from	from	ADP
crln-26733	51	14	libraries	library	NOUN
crln-26733	51	15	,	,	PUNCT
crln-26733	51	16	universities	university	NOUN
crln-26733	51	17	,	,	PUNCT
crln-26733	51	18	professional	professional	ADJ
crln-26733	51	19	organizations	organization	NOUN
crln-26733	51	20	,	,	PUNCT
crln-26733	51	21	and	and	CCONJ
crln-26733	51	22	individual	individual	ADJ
crln-26733	51	23	librarians	librarian	NOUN
crln-26733	51	24	.	.	PUNCT
crln-26733	52	1	5	5	X
crln-26733	52	2	.	.	NOUN
crln-26733	52	3	libraries	library	NOUN
crln-26733	52	4	need	need	VERB
crln-26733	52	5	to	to	PART
crln-26733	52	6	adopt	adopt	VERB
crln-26733	52	7	the	the	DET
crln-26733	52	8	principles	principle	NOUN
crln-26733	52	9	of	of	ADP
crln-26733	52	10	hcxai	hcxai	NOUN
crln-26733	52	11	.	.	PUNCT
crln-26733	53	1	whether	whether	SCONJ
crln-26733	53	2	through	through	ADP
crln-26733	53	3	library	library	ADJ
crln-26733	53	4	policy	policy	NOUN
crln-26733	53	5	and	and	CCONJ
crln-26733	53	6	practice	practice	NOUN
crln-26733	53	7	,	,	PUNCT
crln-26733	53	8	co	co	NOUN
crln-26733	53	9	-	-	NOUN
crln-26733	53	10	development	development	NOUN
crln-26733	53	11	with	with	ADP
crln-26733	53	12	ai	ai	ADJ
crln-26733	53	13	system	system	NOUN
crln-26733	53	14	designers	designer	NOUN
crln-26733	53	15	,	,	PUNCT
crln-26733	53	16	or	or	CCONJ
crln-26733	53	17	advocacy	advocacy	NOUN
crln-26733	53	18	work	work	VERB
crln-26733	53	19	with	with	ADP
crln-26733	53	20	professional	professional	ADJ
crln-26733	53	21	and	and	CCONJ
crln-26733	53	22	civil	civil	ADJ
crln-26733	53	23	society	society	NOUN
crln-26733	53	24	,	,	PUNCT
crln-26733	53	25	hcxai	hcxai	NOUN
crln-26733	53	26	represents	represent	VERB
crln-26733	53	27	a	a	DET
crln-26733	53	28	way	way	NOUN
crln-26733	53	29	forward	forward	ADV
crln-26733	53	30	to	to	ADP
crln-26733	53	31	explainability	explainability	NOUN
crln-26733	53	32	that	that	PRON
crln-26733	53	33	is	be	AUX
crln-26733	53	34	consistent	consistent	ADJ
crln-26733	53	35	with	with	ADP
crln-26733	53	36	the	the	DET
crln-26733	53	37	values	value	NOUN
crln-26733	53	38	and	and	CCONJ
crln-26733	53	39	principles	principle	NOUN
crln-26733	53	40	that	that	PRON
crln-26733	53	41	guide	guide	VERB
crln-26733	53	42	the	the	DET
crln-26733	53	43	academy	academy	NOUN
crln-26733	53	44	.	.	PUNCT
crln-26733	54	1	conclusion	conclusion	PROPN
crln-26733	54	2	latanya	latanya	PROPN
crln-26733	54	3	sweeney	sweeney	PROPN
crln-26733	54	4	,	,	PUNCT
crln-26733	54	5	director	director	NOUN
crln-26733	54	6	of	of	ADP
crln-26733	54	7	the	the	DET
crln-26733	54	8	public	public	ADJ
crln-26733	54	9	interest	interest	NOUN
crln-26733	54	10	tech	tech	NOUN
crln-26733	54	11	lab	lab	NOUN
crln-26733	54	12	at	at	ADP
crln-26733	54	13	harvard	harvard	PROPN
crln-26733	54	14	,	,	PUNCT
crln-26733	54	15	notes	note	VERB
crln-26733	54	16	that	that	SCONJ
crln-26733	54	17	“	"	PUNCT
crln-26733	54	18	technology	technology	NOUN
crln-26733	54	19	designers	designer	NOUN
crln-26733	54	20	are	be	AUX
crln-26733	54	21	the	the	DET
crln-26733	54	22	new	new	ADJ
crln-26733	54	23	policymakers	policymaker	NOUN
crln-26733	54	24	;	;	PUNCT
crln-26733	54	25	we	we	PRON
crln-26733	54	26	did	do	AUX
crln-26733	54	27	n’t	not	PART
crln-26733	54	28	elect	elect	VERB
crln-26733	54	29	them	they	PRON
crln-26733	54	30	but	but	CCONJ
crln-26733	54	31	their	their	PRON
crln-26733	54	32	decisions	decision	NOUN
crln-26733	54	33	determine	determine	VERB
crln-26733	54	34	the	the	DET
crln-26733	54	35	rules	rule	NOUN
crln-26733	54	36	we	we	PRON
crln-26733	54	37	live	live	VERB
crln-26733	54	38	by	by	ADP
crln-26733	54	39	.	.	PUNCT
crln-26733	54	40	”15	”15	ADJ
crln-26733	54	41	rebalancing	rebalancing	NOUN
crln-26733	54	42	this	this	DET
crln-26733	54	43	power	power	NOUN
crln-26733	54	44	dynamic	dynamic	NOUN
crln-26733	54	45	is	be	AUX
crln-26733	54	46	a	a	DET
crln-26733	54	47	central	central	ADJ
crln-26733	54	48	concern	concern	NOUN
crln-26733	54	49	.	.	PUNCT
crln-26733	55	1	invoking	invoke	VERB
crln-26733	55	2	“	"	PUNCT
crln-26733	55	3	explainability	explainability	NOUN
crln-26733	55	4	activism	activism	NOUN
crln-26733	55	5	”	"	PUNCT
crln-26733	55	6	is	be	AUX
crln-26733	55	7	more	more	ADJ
crln-26733	55	8	than	than	ADP
crln-26733	55	9	a	a	DET
crln-26733	55	10	glib	glib	ADJ
crln-26733	55	11	phrase	phrase	NOUN
crln-26733	55	12	.	.	PUNCT
crln-26733	56	1	misinformation	misinformation	NOUN
crln-26733	56	2	,	,	PUNCT
crln-26733	56	3	disinformation	disinformation	NOUN
crln-26733	56	4	,	,	PUNCT
crln-26733	56	5	bias	bias	NOUN
crln-26733	56	6	,	,	PUNCT
crln-26733	56	7	hallucinations	hallucination	NOUN
crln-26733	56	8	,	,	PUNCT
crln-26733	56	9	deepfakes	deepfake	NOUN
crln-26733	56	10	,	,	PUNCT
crln-26733	56	11	privacy	privacy	NOUN
crln-26733	56	12	violations	violation	NOUN
crln-26733	56	13	,	,	PUNCT
crln-26733	56	14	and	and	CCONJ
crln-26733	56	15	intellectual	intellectual	ADJ
crln-26733	56	16	property	property	NOUN
crln-26733	56	17	protection	protection	NOUN
crln-26733	56	18	are	be	AUX
crln-26733	56	19	just	just	ADV
crln-26733	56	20	some	some	PRON
crln-26733	56	21	of	of	ADP
crln-26733	56	22	the	the	DET
crln-26733	56	23	urgent	urgent	ADJ
crln-26733	56	24	challenges	challenge	NOUN
crln-26733	56	25	and	and	CCONJ
crln-26733	56	26	risks	risk	NOUN
crln-26733	56	27	posed	pose	VERB
crln-26733	56	28	by	by	ADP
crln-26733	56	29	ai.16	ai.16	PROPN
crln-26733	56	30	advancing	advance	VERB
crln-26733	56	31	the	the	DET
crln-26733	56	32	trustworthiness	trustworthiness	NOUN
crln-26733	56	33	and	and	CCONJ
crln-26733	56	34	accountability	accountability	NOUN
crln-26733	56	35	of	of	ADP
crln-26733	56	36	ai	ai	ADJ
crln-26733	56	37	tools	tool	NOUN
crln-26733	56	38	and	and	CCONJ
crln-26733	56	39	services	service	NOUN
crln-26733	56	40	used	use	VERB
crln-26733	56	41	by	by	ADP
crln-26733	56	42	academic	academic	ADJ
crln-26733	56	43	libraries	library	NOUN
crln-26733	56	44	requires	require	VERB
crln-26733	56	45	clear	clear	ADJ
crln-26733	56	46	directions	direction	NOUN
crln-26733	56	47	and	and	CCONJ
crln-26733	56	48	effective	effective	ADJ
crln-26733	56	49	practices	practice	NOUN
crln-26733	56	50	.	.	PUNCT
crln-26733	57	1	explainability	explainability	NOUN
crln-26733	57	2	through	through	ADP
crln-26733	57	3	the	the	DET
crln-26733	57	4	principles	principle	NOUN
crln-26733	57	5	of	of	ADP
crln-26733	57	6	human	human	NOUN
crln-26733	57	7	-	-	PUNCT
crln-26733	57	8	centered	center	VERB
crln-26733	57	9	explainable	explainable	ADJ
crln-26733	57	10	ai	ai	NOUN
crln-26733	57	11	(	(	PUNCT
crln-26733	57	12	hcxai	hcxai	NOUN
crln-26733	57	13	)	)	PUNCT
crln-26733	57	14	represents	represent	VERB
crln-26733	57	15	an	an	DET
crln-26733	57	16	action	action	NOUN
crln-26733	57	17	agenda	agenda	NOUN
crln-26733	57	18	for	for	ADP
crln-26733	57	19	libraries	library	NOUN
crln-26733	57	20	that	that	PRON
crln-26733	57	21	can	can	AUX
crln-26733	57	22	yield	yield	VERB
crln-26733	57	23	positive	positive	ADJ
crln-26733	57	24	impacts	impact	NOUN
crln-26733	57	25	.	.	PUNCT
crln-26733	58	1	notes	note	NOUN
crln-26733	58	2	1	1	NUM
crln-26733	58	3	.	.	PUNCT
crln-26733	58	4	peter	peter	PROPN
crln-26733	58	5	slattery	slattery	PROPN
crln-26733	58	6	,	,	PUNCT
crln-26733	58	7	alexander	alexander	PROPN
crln-26733	58	8	saeri	saeri	PROPN
crln-26733	58	9	,	,	PUNCT
crln-26733	58	10	emily	emily	PROPN
crln-26733	58	11	a.	a.	PROPN
crln-26733	58	12	c.	c.	PROPN
crln-26733	58	13	grundy	grundy	PROPN
crln-26733	58	14	,	,	PUNCT
crln-26733	58	15	jess	jess	PROPN
crln-26733	58	16	graham	graham	PROPN
crln-26733	58	17	,	,	PUNCT
crln-26733	58	18	michael	michael	PROPN
crln-26733	58	19	noetel	noetel	PROPN
crln-26733	58	20	,	,	PUNCT
crln-26733	58	21	risto	risto	PROPN
crln-26733	58	22	uuk	uuk	PROPN
crln-26733	58	23	,	,	PUNCT
crln-26733	58	24	james	james	PROPN
crln-26733	58	25	dao	dao	PROPN
crln-26733	58	26	,	,	PUNCT
crln-26733	58	27	soroush	soroush	PROPN
crln-26733	58	28	pour	pour	PROPN
crln-26733	58	29	,	,	PUNCT
crln-26733	58	30	stephen	stephen	PROPN
crln-26733	58	31	casper	casper	PROPN
crln-26733	58	32	,	,	PUNCT
crln-26733	58	33	and	and	CCONJ
crln-26733	58	34	neil	neil	PROPN
crln-26733	58	35	thompson	thompson	PROPN
crln-26733	58	36	,	,	PUNCT
crln-26733	58	37	“	"	PUNCT
crln-26733	58	38	the	the	DET
crln-26733	58	39	ai	ai	ADJ
crln-26733	58	40	risk	risk	NOUN
crln-26733	58	41	repository	repository	NOUN
crln-26733	58	42	:	:	PUNCT
crln-26733	58	43	a	a	DET
crln-26733	58	44	comprehensive	comprehensive	ADJ
crln-26733	58	45	meta	meta	ADJ
crln-26733	58	46	-	-	PUNCT
crln-26733	58	47	review	review	NOUN
crln-26733	58	48	,	,	PUNCT
crln-26733	58	49	database	database	NOUN
crln-26733	58	50	,	,	PUNCT
crln-26733	58	51	and	and	CCONJ
crln-26733	58	52	taxonomy	taxonomy	NOUN
crln-26733	58	53	of	of	ADP
crln-26733	58	54	risks	risk	NOUN
crln-26733	58	55	from	from	ADP
crln-26733	58	56	artificial	artificial	ADJ
crln-26733	58	57	intelligence	intelligence	NOUN
crln-26733	58	58	,	,	PUNCT
crln-26733	58	59	”	"	PUNCT
crln-26733	58	60	researchgate	researchgate	NOUN
crln-26733	58	61	,	,	PUNCT
crln-26733	58	62	august	august	PROPN
crln-26733	58	63	2024	2024	NUM
crln-26733	58	64	,	,	PUNCT
crln-26733	58	65	https://doi.org/10.13140/rg.2.2.28850.00968	https://doi.org/10.13140/rg.2.2.28850.00968	NOUN
crln-26733	58	66	.	.	PUNCT
crln-26733	59	1	2	2	X
crln-26733	59	2	.	.	X
crln-26733	59	3	tania	tania	PROPN
crln-26733	59	4	lombrozo	lombrozo	PROPN
crln-26733	59	5	,	,	PUNCT
crln-26733	59	6	“	"	PUNCT
crln-26733	59	7	the	the	DET
crln-26733	59	8	structure	structure	NOUN
crln-26733	59	9	and	and	CCONJ
crln-26733	59	10	function	function	NOUN
crln-26733	59	11	of	of	ADP
crln-26733	59	12	explanations	explanation	NOUN
crln-26733	59	13	,	,	PUNCT
crln-26733	59	14	”	"	PUNCT
crln-26733	59	15	trends	trend	NOUN
crln-26733	59	16	in	in	ADP
crln-26733	59	17	cognitive	cognitive	ADJ
crln-26733	59	18	sciences	science	NOUN
crln-26733	59	19	10	10	NUM
crln-26733	59	20	,	,	PUNCT
crln-26733	59	21	no	no	INTJ
crln-26733	59	22	.	.	NOUN
crln-26733	59	23	10	10	NUM
crln-26733	59	24	(	(	PUNCT
crln-26733	59	25	2006	2006	NUM
crln-26733	59	26	):	):	PUNCT
crln-26733	59	27	464	464	NUM
crln-26733	59	28	,	,	PUNCT
crln-26733	59	29	https://doi.org/10.1016/j.tics.2006.08.004	https://doi.org/10.1016/j.tics.2006.08.004	X
crln-26733	59	30	.	.	PUNCT
crln-26733	60	1	3	3	X
crln-26733	60	2	.	.	PUNCT
crln-26733	60	3	michael	michael	PROPN
crln-26733	60	4	ridley	ridley	PROPN
crln-26733	60	5	,	,	PUNCT
crln-26733	60	6	“	"	PUNCT
crln-26733	60	7	explainable	explainable	ADJ
crln-26733	60	8	ai	ai	NOUN
crln-26733	60	9	(	(	PUNCT
crln-26733	60	10	xai	xai	PROPN
crln-26733	60	11	):	):	PUNCT
crln-26733	60	12	adoption	adoption	NOUN
crln-26733	60	13	and	and	CCONJ
crln-26733	60	14	advocacy	advocacy	NOUN
crln-26733	60	15	,	,	PUNCT
crln-26733	60	16	”	"	PUNCT
crln-26733	60	17	information	information	NOUN
crln-26733	60	18	technology	technology	NOUN
crln-26733	60	19	&	&	CCONJ
crln-26733	60	20	libraries	library	NOUN
crln-26733	60	21	41	41	NUM
crln-26733	60	22	,	,	PUNCT
crln-26733	60	23	no	no	INTJ
crln-26733	60	24	.	.	NOUN
crln-26733	60	25	2	2	NUM
crln-26733	60	26	(	(	PUNCT
crln-26733	60	27	2022	2022	NUM
crln-26733	60	28	):	):	PUNCT
crln-26733	60	29	1–17	1–17	PROPN
crln-26733	60	30	,	,	PUNCT
crln-26733	60	31	https://doi.org/doi.org/10.6017/ital.v41i2.14683	https://doi.org/doi.org/10.6017/ital.v41i2.14683	NOUN
crln-26733	60	32	.	.	PUNCT
crln-26733	61	1	4	4	X
crln-26733	61	2	.	.	X
crln-26733	61	3	markus	markus	PROPN
crln-26733	61	4	langer	langer	PROPN
crln-26733	61	5	,	,	PUNCT
crln-26733	61	6	daniel	daniel	PROPN
crln-26733	61	7	oster	oster	PROPN
crln-26733	61	8	,	,	PUNCT
crln-26733	61	9	timo	timo	PROPN
crln-26733	61	10	speith	speith	PROPN
crln-26733	61	11	,	,	PUNCT
crln-26733	61	12	holger	holger	PROPN
crln-26733	61	13	hermanns	hermanns	PROPN
crln-26733	61	14	,	,	PUNCT
crln-26733	61	15	lena	lena	PROPN
crln-26733	61	16	kästner	kästner	PROPN
crln-26733	61	17	,	,	PUNCT
crln-26733	61	18	eva	eva	PROPN
crln-26733	61	19	schmidt	schmidt	PROPN
crln-26733	61	20	,	,	PUNCT
crln-26733	61	21	andreas	andreas	PROPN
crln-26733	61	22	sesing	sesing	PROPN
crln-26733	61	23	,	,	PUNCT
crln-26733	61	24	and	and	CCONJ
crln-26733	61	25	kevin	kevin	PROPN
crln-26733	61	26	baum	baum	PROPN
crln-26733	61	27	,	,	PUNCT
crln-26733	61	28	“	"	PUNCT
crln-26733	61	29	what	what	PRON
crln-26733	61	30	do	do	AUX
crln-26733	61	31	we	we	PRON
crln-26733	61	32	want	want	VERB
crln-26733	61	33	from	from	ADP
crln-26733	61	34	explainable	explainable	ADJ
crln-26733	61	35	artificial	artificial	ADJ
crln-26733	61	36	intelligence	intelligence	NOUN
crln-26733	61	37	(	(	PUNCT
crln-26733	61	38	xai)?—a	xai)?—a	PROPN
crln-26733	61	39	stakeholder	stakeholder	PROPN
crln-26733	61	40	perspective	perspective	VERB
crln-26733	61	41	on	on	ADP
crln-26733	61	42	xai	xai	PROPN
crln-26733	61	43	and	and	CCONJ
crln-26733	61	44	a	a	DET
crln-26733	61	45	conceptual	conceptual	ADJ
crln-26733	61	46	model	model	NOUN
crln-26733	61	47	guiding	guide	VERB
crln-26733	61	48	interdisciplinary	interdisciplinary	NOUN
crln-26733	61	49	xai	xai	PROPN
crln-26733	61	50	research	research	PROPN
crln-26733	61	51	,	,	PUNCT
crln-26733	61	52	”	"	PUNCT
crln-26733	61	53	artificial	artificial	ADJ
crln-26733	61	54	intelligence	intelligence	NOUN
crln-26733	61	55	296	296	NUM
crln-26733	61	56	(	(	PUNCT
crln-26733	61	57	july	july	PROPN
crln-26733	61	58	2021	2021	NUM
crln-26733	61	59	):	):	PUNCT
crln-26733	61	60	1	1	NUM
crln-26733	61	61	,	,	PUNCT
crln-26733	61	62	https://doi	https://doi	PROPN
crln-26733	61	63	.org/10.1016	.org/10.1016	PROPN
crln-26733	61	64	/	/	SYM
crln-26733	61	65	j.artint.2021.103473	j.artint.2021.103473	PROPN
crln-26733	61	66	.	.	PUNCT
crln-26733	62	1	https://doi.org/10.13140/rg.2.2.28850.00968	https://doi.org/10.13140/rg.2.2.28850.00968	PROPN
crln-26733	62	2	https://doi.org/10.1016/j.tics.2006.08.004	https://doi.org/10.1016/j.tics.2006.08.004	PROPN
crln-26733	62	3	https://doi.org/doi.org/10.6017/ital.v41i2.14683	https://doi.org/doi.org/10.6017/ital.v41i2.14683	PROPN
crln-26733	62	4	https://doi.org/10.1016/j.artint.2021.103473	https://doi.org/10.1016/j.artint.2021.103473	PROPN
crln-26733	62	5	https://doi.org/10.1016/j.artint.2021.103473	https://doi.org/10.1016/j.artint.2021.103473	PROPN
crln-26733	62	6	april	april	PROPN
crln-26733	62	7	2025	2025	NUM
crln-26733	62	8	172c&rl	172c&rl	NUM
crln-26733	62	9	news	news	NOUN
crln-26733	62	10	5	5	NUM
crln-26733	62	11	.	.	PUNCT
crln-26733	62	12	edward	edward	PROPN
crln-26733	62	13	h.	h.	PROPN
crln-26733	62	14	shortliffe	shortliffe	PROPN
crln-26733	62	15	,	,	PUNCT
crln-26733	62	16	stanton	stanton	PROPN
crln-26733	62	17	g.	g.	PROPN
crln-26733	62	18	axline	axline	PROPN
crln-26733	62	19	,	,	PUNCT
crln-26733	62	20	bruce	bruce	PROPN
crln-26733	62	21	g.	g.	PROPN
crln-26733	62	22	buchanan	buchanan	PROPN
crln-26733	62	23	,	,	PUNCT
crln-26733	62	24	thomas	thomas	PROPN
crln-26733	62	25	c.	c.	PROPN
crln-26733	62	26	merigan	merigan	PROPN
crln-26733	62	27	,	,	PUNCT
crln-26733	62	28	and	and	CCONJ
crln-26733	62	29	stanley	stanley	PROPN
crln-26733	62	30	n.	n.	PROPN
crln-26733	62	31	cohen	cohen	PROPN
crln-26733	62	32	,	,	PUNCT
crln-26733	62	33	“	"	PUNCT
crln-26733	62	34	an	an	DET
crln-26733	62	35	artificial	artificial	ADJ
crln-26733	62	36	intelligence	intelligence	NOUN
crln-26733	62	37	program	program	NOUN
crln-26733	62	38	to	to	PART
crln-26733	62	39	advise	advise	VERB
crln-26733	62	40	physicians	physician	NOUN
crln-26733	62	41	regarding	regard	VERB
crln-26733	62	42	antimicrobial	antimicrobial	ADJ
crln-26733	62	43	therapy	therapy	NOUN
crln-26733	62	44	,	,	PUNCT
crln-26733	62	45	”	"	PUNCT
crln-26733	62	46	computers	computer	NOUN
crln-26733	62	47	and	and	CCONJ
crln-26733	62	48	biomedical	biomedical	ADJ
crln-26733	62	49	research	research	NOUN
crln-26733	62	50	6	6	NUM
crln-26733	62	51	,	,	PUNCT
crln-26733	62	52	no	no	INTJ
crln-26733	62	53	.	.	NOUN
crln-26733	62	54	6	6	NUM
crln-26733	62	55	(	(	PUNCT
crln-26733	62	56	1973	1973	NUM
crln-26733	62	57	):	):	PUNCT
crln-26733	62	58	544–60	544–60	PROPN
crln-26733	62	59	,	,	PUNCT
crln-26733	62	60	https://	https://	PROPN
crln-26733	62	61	doi.org/10.1016/0010-4809(73)90029-3	doi.org/10.1016/0010-4809(73)90029-3	PROPN
crln-26733	62	62	.	.	PROPN
crln-26733	63	1	6	6	NUM
crln-26733	63	2	.	.	PUNCT
crln-26733	63	3	sajid	sajid	PROPN
crln-26733	63	4	ali	ali	PROPN
crln-26733	63	5	,	,	PUNCT
crln-26733	63	6	tamer	tame	ADJ
crln-26733	63	7	abuhmed	abuhme	VERB
crln-26733	63	8	,	,	PUNCT
crln-26733	63	9	shaker	shaker	PROPN
crln-26733	63	10	el	el	PROPN
crln-26733	63	11	-	-	PROPN
crln-26733	63	12	sappagh	sappagh	PROPN
crln-26733	63	13	,	,	PUNCT
crln-26733	63	14	khan	khan	PROPN
crln-26733	63	15	muhammad	muhammad	PROPN
crln-26733	63	16	,	,	PUNCT
crln-26733	63	17	jose	jose	PROPN
crln-26733	63	18	m.	m.	PROPN
crln-26733	63	19	alonsomoral	alonsomoral	PROPN
crln-26733	63	20	,	,	PUNCT
crln-26733	63	21	roberto	roberto	PROPN
crln-26733	63	22	confalonieri	confalonieri	PROPN
crln-26733	63	23	,	,	PUNCT
crln-26733	63	24	riccardo	riccardo	PROPN
crln-26733	63	25	guidotti	guidotti	PROPN
crln-26733	63	26	,	,	PUNCT
crln-26733	63	27	javier	javier	PROPN
crln-26733	63	28	del	del	PROPN
crln-26733	63	29	ser	ser	PROPN
crln-26733	63	30	,	,	PUNCT
crln-26733	63	31	natalia	natalia	PROPN
crln-26733	63	32	díaz	díaz	NOUN
crln-26733	63	33	-	-	PUNCT
crln-26733	63	34	rodríguez	rodríguez	NOUN
crln-26733	63	35	,	,	PUNCT
crln-26733	63	36	and	and	CCONJ
crln-26733	63	37	francisco	francisco	PROPN
crln-26733	63	38	herrera	herrera	NOUN
crln-26733	63	39	,	,	PUNCT
crln-26733	63	40	“	"	PUNCT
crln-26733	63	41	explainable	explainable	ADJ
crln-26733	63	42	artificial	artificial	ADJ
crln-26733	63	43	intelligence	intelligence	NOUN
crln-26733	63	44	(	(	PUNCT
crln-26733	63	45	xai	xai	PROPN
crln-26733	63	46	):	):	PUNCT
crln-26733	63	47	what	what	PRON
crln-26733	63	48	we	we	PRON
crln-26733	63	49	know	know	VERB
crln-26733	63	50	and	and	CCONJ
crln-26733	63	51	what	what	PRON
crln-26733	63	52	is	be	AUX
crln-26733	63	53	left	leave	VERB
crln-26733	63	54	to	to	PART
crln-26733	63	55	attain	attain	VERB
crln-26733	63	56	trustworthy	trustworthy	ADJ
crln-26733	63	57	artificial	artificial	ADJ
crln-26733	63	58	intelligence	intelligence	NOUN
crln-26733	63	59	,	,	PUNCT
crln-26733	63	60	”	"	PUNCT
crln-26733	63	61	information	information	NOUN
crln-26733	63	62	fusion	fusion	NOUN
crln-26733	63	63	99	99	NUM
crln-26733	63	64	(	(	PUNCT
crln-26733	63	65	2023	2023	NUM
crln-26733	63	66	)	)	PUNCT
crln-26733	63	67	,	,	PUNCT
crln-26733	63	68	https://doi	https://doi	PROPN
crln-26733	63	69	.org/10.1016	.org/10.1016	PROPN
crln-26733	63	70	/	/	SYM
crln-26733	63	71	j.inffus.2023.101805	j.inffus.2023.101805	PROPN
crln-26733	63	72	.	.	PUNCT
crln-26733	64	1	7	7	X
crln-26733	64	2	.	.	PUNCT
crln-26733	64	3	tim	tim	PROPN
crln-26733	64	4	miller	miller	PROPN
crln-26733	64	5	,	,	PUNCT
crln-26733	64	6	piers	pier	NOUN
crln-26733	64	7	howe	howe	NOUN
crln-26733	64	8	,	,	PUNCT
crln-26733	64	9	and	and	CCONJ
crln-26733	64	10	liz	liz	PROPN
crln-26733	64	11	sonenberg	sonenberg	PROPN
crln-26733	64	12	,	,	PUNCT
crln-26733	64	13	“	"	PUNCT
crln-26733	64	14	explainable	explainable	ADJ
crln-26733	64	15	ai	ai	NOUN
crln-26733	64	16	:	:	PUNCT
crln-26733	64	17	beware	beware	VERB
crln-26733	64	18	of	of	ADP
crln-26733	64	19	inmates	inmate	NOUN
crln-26733	64	20	running	run	VERB
crln-26733	64	21	the	the	DET
crln-26733	64	22	asylum	asylum	NOUN
crln-26733	64	23	”	"	PUNCT
crln-26733	64	24	paper	paper	NOUN
crln-26733	64	25	,	,	PUNCT
crln-26733	64	26	international	international	ADJ
crln-26733	64	27	joint	joint	ADJ
crln-26733	64	28	conference	conference	NOUN
crln-26733	64	29	on	on	ADP
crln-26733	64	30	artificial	artificial	ADJ
crln-26733	64	31	intelligence	intelligence	NOUN
crln-26733	64	32	,	,	PUNCT
crln-26733	64	33	workshop	workshop	NOUN
crln-26733	64	34	on	on	ADP
crln-26733	64	35	explainable	explainable	ADJ
crln-26733	64	36	artificial	artificial	ADJ
crln-26733	64	37	intelligence	intelligence	NOUN
crln-26733	64	38	(	(	PUNCT
crln-26733	64	39	xai	xai	PROPN
crln-26733	64	40	)	)	PUNCT
crln-26733	64	41	,	,	PUNCT
crln-26733	64	42	melbourne	melbourne	NOUN
crln-26733	64	43	,	,	PUNCT
crln-26733	64	44	2017	2017	NUM
crln-26733	64	45	,	,	PUNCT
crln-26733	64	46	https://doi.org/10.48550	https://doi.org/10.48550	PROPN
crln-26733	64	47	/arxiv.1712.00547	/arxiv.1712.00547	X
crln-26733	64	48	.	.	PUNCT
crln-26733	65	1	8	8	X
crln-26733	65	2	.	.	X
crln-26733	66	1	upol	upol	PROPN
crln-26733	66	2	ehsan	ehsan	PROPN
crln-26733	66	3	,	,	PUNCT
crln-26733	66	4	elizabeth	elizabeth	PROPN
crln-26733	66	5	anne	anne	PROPN
crln-26733	66	6	watkins	watkins	PROPN
crln-26733	66	7	,	,	PUNCT
crln-26733	66	8	philipp	philipp	PROPN
crln-26733	66	9	wintersberger	wintersberger	PROPN
crln-26733	66	10	,	,	PUNCT
crln-26733	66	11	carina	carina	PROPN
crln-26733	66	12	manger	manger	PROPN
crln-26733	66	13	,	,	PUNCT
crln-26733	66	14	sunnie	sunnie	PROPN
crln-26733	66	15	s.	s.	PROPN
crln-26733	66	16	kim	kim	PROPN
crln-26733	66	17	,	,	PUNCT
crln-26733	66	18	niels	niels	PROPN
crln-26733	66	19	van	van	PROPN
crln-26733	66	20	berkel	berkel	PROPN
crln-26733	66	21	,	,	PUNCT
crln-26733	66	22	andreas	andreas	PROPN
crln-26733	66	23	riener	riener	PROPN
crln-26733	66	24	,	,	PUNCT
crln-26733	66	25	and	and	CCONJ
crln-26733	66	26	mark	mark	PROPN
crln-26733	66	27	o.	o.	PROPN
crln-26733	66	28	riedl	riedl	PROPN
crln-26733	66	29	,	,	PUNCT
crln-26733	66	30	“	"	PUNCT
crln-26733	66	31	human	human	NOUN
crln-26733	66	32	-	-	PUNCT
crln-26733	66	33	centered	center	VERB
crln-26733	66	34	explainable	explainable	ADJ
crln-26733	66	35	ai	ai	NOUN
crln-26733	66	36	(	(	PUNCT
crln-26733	66	37	hcxai	hcxai	NOUN
crln-26733	66	38	):	):	PUNCT
crln-26733	66	39	reloading	reload	VERB
crln-26733	66	40	explainability	explainability	NOUN
crln-26733	66	41	in	in	ADP
crln-26733	66	42	the	the	DET
crln-26733	66	43	era	era	NOUN
crln-26733	66	44	of	of	ADP
crln-26733	66	45	large	large	ADJ
crln-26733	66	46	language	language	NOUN
crln-26733	66	47	models	model	NOUN
crln-26733	66	48	(	(	PUNCT
crln-26733	66	49	llms	llm	NOUN
crln-26733	66	50	)	)	PUNCT
crln-26733	66	51	,	,	PUNCT
crln-26733	66	52	”	"	PUNCT
crln-26733	66	53	in	in	ADP
crln-26733	66	54	extended	extended	ADJ
crln-26733	66	55	abstracts	abstract	NOUN
crln-26733	66	56	of	of	ADP
crln-26733	66	57	the	the	DET
crln-26733	66	58	2024	2024	NUM
crln-26733	66	59	chi	chi	PROPN
crln-26733	66	60	conference	conference	NOUN
crln-26733	66	61	on	on	ADP
crln-26733	66	62	human	human	ADJ
crln-26733	66	63	factors	factor	NOUN
crln-26733	66	64	in	in	ADP
crln-26733	66	65	computing	computing	NOUN
crln-26733	66	66	systems	system	NOUN
crln-26733	66	67	,	,	PUNCT
crln-26733	66	68	chi	chi	PROPN
crln-26733	66	69	ea	ea	PROPN
crln-26733	66	70	’	’	PROPN
crln-26733	66	71	24	24	NUM
crln-26733	66	72	(	(	PUNCT
crln-26733	66	73	association	association	NOUN
crln-26733	66	74	for	for	ADP
crln-26733	66	75	computing	computing	NOUN
crln-26733	66	76	machinery	machinery	NOUN
crln-26733	66	77	,	,	PUNCT
crln-26733	66	78	2024	2024	NUM
crln-26733	66	79	)	)	PUNCT
crln-26733	66	80	,	,	PUNCT
crln-26733	66	81	2	2	NUM
crln-26733	66	82	,	,	PUNCT
crln-26733	66	83	https://doi	https://doi	PROPN
crln-26733	66	84	.	.	PUNCT
crln-26733	67	1	org/10.1145/3613905.3636311	org/10.1145/3613905.3636311	NOUN
crln-26733	67	2	.	.	NOUN
crln-26733	67	3	9	9	NUM
crln-26733	67	4	.	.	X
crln-26733	68	1	upol	upol	PROPN
crln-26733	68	2	ehsan	ehsan	PROPN
crln-26733	68	3	and	and	CCONJ
crln-26733	68	4	mark	mark	PROPN
crln-26733	68	5	o.	o.	PROPN
crln-26733	68	6	riedl	riedl	PROPN
crln-26733	68	7	,	,	PUNCT
crln-26733	68	8	“	"	PUNCT
crln-26733	68	9	human	human	NOUN
crln-26733	68	10	-	-	PUNCT
crln-26733	68	11	centered	center	VERB
crln-26733	68	12	explainable	explainable	ADJ
crln-26733	68	13	ai	ai	NOUN
crln-26733	68	14	:	:	PUNCT
crln-26733	68	15	towards	towards	ADP
crln-26733	68	16	a	a	DET
crln-26733	68	17	reflective	reflective	ADJ
crln-26733	68	18	sociotechnical	sociotechnical	ADJ
crln-26733	68	19	approach	approach	NOUN
crln-26733	68	20	,	,	PUNCT
crln-26733	68	21	”	"	PUNCT
crln-26733	68	22	in	in	ADP
crln-26733	68	23	hci	hci	PROPN
crln-26733	68	24	international	international	PROPN
crln-26733	68	25	2020	2020	NUM
crln-26733	68	26	—	—	PUNCT
crln-26733	68	27	late	late	ADJ
crln-26733	68	28	breaking	break	VERB
crln-26733	68	29	papers	paper	NOUN
crln-26733	68	30	:	:	PUNCT
crln-26733	68	31	multimodality	multimodality	NOUN
crln-26733	68	32	and	and	CCONJ
crln-26733	68	33	intelligence	intelligence	NOUN
crln-26733	68	34	,	,	PUNCT
crln-26733	68	35	ed	ed	NOUN
crln-26733	68	36	.	.	PUNCT
crln-26733	69	1	constantine	constantine	PROPN
crln-26733	69	2	stephanidis	stephanidis	PROPN
crln-26733	69	3	et	et	PROPN
crln-26733	69	4	al	al	PROPN
crln-26733	69	5	.	.	PROPN
crln-26733	69	6	,	,	PUNCT
crln-26733	69	7	lecture	lecture	NOUN
crln-26733	69	8	notes	note	NOUN
crln-26733	69	9	in	in	ADP
crln-26733	69	10	computer	computer	NOUN
crln-26733	69	11	science	science	NOUN
crln-26733	69	12	(	(	PUNCT
crln-26733	69	13	springer	springer	NOUN
crln-26733	69	14	international	international	NOUN
crln-26733	69	15	,	,	PUNCT
crln-26733	69	16	2020	2020	NUM
crln-26733	69	17	)	)	PUNCT
crln-26733	69	18	,	,	PUNCT
crln-26733	69	19	464	464	NUM
crln-26733	69	20	,	,	PUNCT
crln-26733	69	21	https://doi.org/10.1007/978-3-03060117-1_33	https://doi.org/10.1007/978-3-03060117-1_33	PROPN
crln-26733	69	22	.	.	PROPN
crln-26733	70	1	10	10	NUM
crln-26733	70	2	.	.	PUNCT
crln-26733	71	1	michael	michael	PROPN
crln-26733	71	2	ridley	ridley	PROPN
crln-26733	71	3	,	,	PUNCT
crln-26733	71	4	“	"	PUNCT
crln-26733	71	5	human	human	NOUN
crln-26733	71	6	-	-	PUNCT
crln-26733	71	7	centered	center	VERB
crln-26733	71	8	explainable	explainable	ADJ
crln-26733	71	9	artificial	artificial	ADJ
crln-26733	71	10	intelligence	intelligence	NOUN
crln-26733	71	11	:	:	PUNCT
crln-26733	71	12	an	an	DET
crln-26733	71	13	annual	annual	ADJ
crln-26733	71	14	review	review	NOUN
crln-26733	71	15	of	of	ADP
crln-26733	71	16	information	information	NOUN
crln-26733	71	17	science	science	NOUN
crln-26733	71	18	and	and	CCONJ
crln-26733	71	19	technology	technology	NOUN
crln-26733	71	20	(	(	PUNCT
crln-26733	71	21	arist	arist	NOUN
crln-26733	71	22	)	)	PUNCT
crln-26733	71	23	paper	paper	NOUN
crln-26733	71	24	,	,	PUNCT
crln-26733	71	25	”	"	PUNCT
crln-26733	71	26	journal	journal	NOUN
crln-26733	71	27	of	of	ADP
crln-26733	71	28	the	the	DET
crln-26733	71	29	american	american	ADJ
crln-26733	71	30	society	society	NOUN
crln-26733	71	31	for	for	ADP
crln-26733	71	32	information	information	NOUN
crln-26733	71	33	science	science	NOUN
crln-26733	71	34	(	(	PUNCT
crln-26733	71	35	2024	2024	NUM
crln-26733	71	36	):	):	PUNCT
crln-26733	71	37	1–23	1–23	PROPN
crln-26733	71	38	,	,	PUNCT
crln-26733	71	39	https://doi.org/10.1002/asi.24889	https://doi.org/10.1002/asi.24889	PROPN
crln-26733	71	40	.	.	PROPN
crln-26733	71	41	11	11	NUM
crln-26733	71	42	.	.	PUNCT
crln-26733	72	1	robert	robert	PROPN
crln-26733	72	2	r.	r.	PROPN
crln-26733	72	3	hoffman	hoffman	PROPN
crln-26733	72	4	,	,	PUNCT
crln-26733	72	5	timothy	timothy	PROPN
crln-26733	72	6	miller	miller	PROPN
crln-26733	72	7	,	,	PUNCT
crln-26733	72	8	gary	gary	PROPN
crln-26733	72	9	klein	klein	PROPN
crln-26733	72	10	,	,	PUNCT
crln-26733	72	11	shane	shane	PROPN
crln-26733	72	12	t.	t.	PROPN
crln-26733	72	13	mueller	mueller	PROPN
crln-26733	72	14	,	,	PUNCT
crln-26733	72	15	and	and	CCONJ
crln-26733	72	16	william	william	PROPN
crln-26733	72	17	j.	j.	PROPN
crln-26733	72	18	clancey	clancey	PROPN
crln-26733	72	19	,	,	PUNCT
crln-26733	72	20	“	"	PUNCT
crln-26733	72	21	increasing	increase	VERB
crln-26733	72	22	the	the	DET
crln-26733	72	23	value	value	NOUN
crln-26733	72	24	of	of	ADP
crln-26733	72	25	xai	xai	PROPN
crln-26733	72	26	for	for	ADP
crln-26733	72	27	users	user	NOUN
crln-26733	72	28	:	:	PUNCT
crln-26733	72	29	a	a	DET
crln-26733	72	30	psychological	psychological	ADJ
crln-26733	72	31	perspective	perspective	NOUN
crln-26733	72	32	,	,	PUNCT
crln-26733	72	33	”	"	PUNCT
crln-26733	72	34	ki	ki	PROPN
crln-26733	72	35	—	—	PUNCT
crln-26733	72	36	künstliche	künstliche	PROPN
crln-26733	72	37	intelligenz	intelligenz	PROPN
crln-26733	72	38	(	(	PUNCT
crln-26733	72	39	2023	2023	NUM
crln-26733	72	40	)	)	PUNCT
crln-26733	72	41	,	,	PUNCT
crln-26733	72	42	https://doi.org/10.1007/s13218-023-00806-9	https://doi.org/10.1007/s13218-023-00806-9	NOUN
crln-26733	72	43	.	.	PUNCT
crln-26733	72	44	12	12	NUM
crln-26733	72	45	.	.	PUNCT
crln-26733	73	1	michael	michael	PROPN
crln-26733	73	2	ridley	ridley	PROPN
crln-26733	73	3	,	,	PUNCT
crln-26733	73	4	“	"	PUNCT
crln-26733	73	5	protocols	protocol	NOUN
crln-26733	73	6	not	not	PART
crln-26733	73	7	platforms	platform	VERB
crln-26733	73	8	:	:	PUNCT
crln-26733	73	9	the	the	DET
crln-26733	73	10	case	case	NOUN
crln-26733	73	11	for	for	ADP
crln-26733	73	12	human	human	NOUN
crln-26733	73	13	-	-	PUNCT
crln-26733	73	14	centered	center	VERB
crln-26733	73	15	explainable	explainable	ADJ
crln-26733	73	16	ai	ai	NOUN
crln-26733	73	17	(	(	PUNCT
crln-26733	73	18	hcxai	hcxai	NOUN
crln-26733	73	19	)	)	PUNCT
crln-26733	73	20	,	,	PUNCT
crln-26733	73	21	”	"	PUNCT
crln-26733	73	22	2023	2023	NUM
crln-26733	73	23	,	,	PUNCT
crln-26733	73	24	https://cais2023.ca/talk/10.ridley/10.ridley.pdf	https://cais2023.ca/talk/10.ridley/10.ridley.pdf	PROPN
crln-26733	73	25	.	.	PROPN
crln-26733	74	1	13	13	NUM
crln-26733	74	2	.	.	PUNCT
crln-26733	75	1	mike	mike	PROPN
crln-26733	75	2	masnick	masnick	PROPN
crln-26733	75	3	,	,	PUNCT
crln-26733	75	4	“	"	PUNCT
crln-26733	75	5	protocols	protocol	NOUN
crln-26733	75	6	,	,	PUNCT
crln-26733	75	7	not	not	PART
crln-26733	75	8	platforms	platform	NOUN
crln-26733	75	9	:	:	PUNCT
crln-26733	75	10	a	a	DET
crln-26733	75	11	technological	technological	ADJ
crln-26733	75	12	approach	approach	NOUN
crln-26733	75	13	to	to	ADP
crln-26733	75	14	free	free	ADJ
crln-26733	75	15	speech	speech	NOUN
crln-26733	75	16	,	,	PUNCT
crln-26733	75	17	”	"	PUNCT
crln-26733	75	18	knight	knight	PROPN
crln-26733	75	19	first	first	PROPN
crln-26733	75	20	amendment	amendment	PROPN
crln-26733	75	21	institute	institute	PROPN
crln-26733	75	22	at	at	ADP
crln-26733	75	23	columbia	columbia	PROPN
crln-26733	75	24	university	university	PROPN
crln-26733	75	25	,	,	PUNCT
crln-26733	75	26	august	august	PROPN
crln-26733	75	27	21	21	NUM
crln-26733	75	28	,	,	PUNCT
crln-26733	75	29	2019	2019	NUM
crln-26733	75	30	,	,	PUNCT
crln-26733	75	31	p.	p.	NOUN
crln-26733	75	32	6	6	NUM
crln-26733	75	33	,	,	PUNCT
crln-26733	75	34	https://	https://	PROPN
crln-26733	75	35	knightcolumbia.org/content/protocols-not-platforms-a-technological-approach-to-free	knightcolumbia.org/content/protocols-not-platforms-a-technological-approach-to-free	PROPN
crln-26733	75	36	-speech	-speech	PROPN
crln-26733	75	37	.	.	PUNCT
crln-26733	76	1	14	14	NUM
crln-26733	76	2	.	.	PUNCT
crln-26733	77	1	luca	luca	PROPN
crln-26733	77	2	nannini	nannini	PROPN
crln-26733	77	3	,	,	PUNCT
crln-26733	77	4	agathe	agathe	PROPN
crln-26733	77	5	balayn	balayn	PROPN
crln-26733	77	6	,	,	PUNCT
crln-26733	77	7	and	and	CCONJ
crln-26733	77	8	adam	adam	PROPN
crln-26733	77	9	leon	leon	PROPN
crln-26733	77	10	smith	smith	PROPN
crln-26733	77	11	,	,	PUNCT
crln-26733	77	12	“	"	PUNCT
crln-26733	77	13	explainability	explainability	NOUN
crln-26733	77	14	in	in	ADP
crln-26733	77	15	ai	ai	PROPN
crln-26733	77	16	policies	policy	NOUN
crln-26733	77	17	:	:	PUNCT
crln-26733	77	18	a	a	DET
crln-26733	77	19	critical	critical	ADJ
crln-26733	77	20	review	review	NOUN
crln-26733	77	21	of	of	ADP
crln-26733	77	22	communications	communication	NOUN
crln-26733	77	23	,	,	PUNCT
crln-26733	77	24	reports	report	NOUN
crln-26733	77	25	,	,	PUNCT
crln-26733	77	26	regulations	regulation	NOUN
crln-26733	77	27	,	,	PUNCT
crln-26733	77	28	and	and	CCONJ
crln-26733	77	29	standards	standard	NOUN
crln-26733	77	30	in	in	ADP
crln-26733	77	31	the	the	DET
crln-26733	77	32	eu	eu	PROPN
crln-26733	77	33	,	,	PUNCT
crln-26733	77	34	us	we	PRON
crln-26733	77	35	,	,	PUNCT
crln-26733	77	36	and	and	CCONJ
crln-26733	77	37	uk	uk	PROPN
crln-26733	77	38	,	,	PUNCT
crln-26733	77	39	”	"	PUNCT
crln-26733	77	40	in	in	ADP
crln-26733	77	41	proceedings	proceeding	NOUN
crln-26733	77	42	of	of	ADP
crln-26733	77	43	the	the	DET
crln-26733	77	44	2023	2023	NUM
crln-26733	77	45	acm	acm	NOUN
crln-26733	77	46	conference	conference	NOUN
crln-26733	77	47	on	on	ADP
crln-26733	77	48	fairness	fairness	NOUN
crln-26733	77	49	,	,	PUNCT
crln-26733	77	50	accountability	accountability	NOUN
crln-26733	77	51	,	,	PUNCT
crln-26733	77	52	and	and	CCONJ
crln-26733	77	53	transparency	transparency	NOUN
crln-26733	77	54	,	,	PUNCT
crln-26733	77	55	facct	facct	ADJ
crln-26733	77	56	’	'	PUNCT
crln-26733	77	57	23	23	NUM
crln-26733	77	58	(	(	PUNCT
crln-26733	77	59	association	association	NOUN
crln-26733	77	60	for	for	ADP
crln-26733	77	61	computing	computing	NOUN
crln-26733	77	62	machinery	machinery	NOUN
crln-26733	77	63	,	,	PUNCT
crln-26733	77	64	2023	2023	NUM
crln-26733	77	65	)	)	PUNCT
crln-26733	77	66	,	,	PUNCT
crln-26733	77	67	1198–1212	1198–1212	NUM
crln-26733	77	68	,	,	PUNCT
crln-26733	77	69	https://doi.org/10.1145/3593013.3594074.2023	https://doi.org/10.1145/3593013.3594074.2023	PROPN
crln-26733	77	70	15	15	NUM
crln-26733	77	71	.	.	PUNCT
crln-26733	77	72	latanya	latanya	PROPN
crln-26733	77	73	sweeney	sweeney	PROPN
crln-26733	77	74	,	,	PUNCT
crln-26733	77	75	“	"	PUNCT
crln-26733	77	76	how	how	SCONJ
crln-26733	77	77	to	to	PART
crln-26733	77	78	save	save	VERB
crln-26733	77	79	democracy	democracy	NOUN
crln-26733	77	80	and	and	CCONJ
crln-26733	77	81	the	the	DET
crln-26733	77	82	world	world	NOUN
crln-26733	77	83	,	,	PUNCT
crln-26733	77	84	”	"	PUNCT
crln-26733	77	85	paper	paper	NOUN
crln-26733	77	86	,	,	PUNCT
crln-26733	77	87	acm	acm	PROPN
crln-26733	77	88	conference	conference	NOUN
crln-26733	77	89	on	on	ADP
crln-26733	77	90	fairness	fairness	NOUN
crln-26733	77	91	,	,	PUNCT
crln-26733	77	92	accountability	accountability	NOUN
crln-26733	77	93	,	,	PUNCT
crln-26733	77	94	and	and	CCONJ
crln-26733	77	95	transparency	transparency	NOUN
crln-26733	77	96	,	,	PUNCT
crln-26733	77	97	new	new	PROPN
crln-26733	77	98	york	york	PROPN
crln-26733	77	99	university	university	PROPN
crln-26733	77	100	,	,	PUNCT
crln-26733	77	101	2018	2018	NUM
crln-26733	77	102	.	.	PUNCT
crln-26733	78	1	16	16	NUM
crln-26733	78	2	.	.	PUNCT
crln-26733	79	1	gary	gary	PROPN
crln-26733	79	2	marcus	marcus	PROPN
crln-26733	79	3	,	,	PUNCT
crln-26733	79	4	taming	tame	VERB
crln-26733	79	5	silicon	silicon	NOUN
crln-26733	79	6	valley	valley	NOUN
crln-26733	79	7	:	:	PUNCT
crln-26733	79	8	how	how	SCONJ
crln-26733	79	9	we	we	PRON
crln-26733	79	10	can	can	AUX
crln-26733	79	11	ensure	ensure	VERB
crln-26733	79	12	that	that	SCONJ
crln-26733	79	13	ai	ai	VERB
crln-26733	79	14	works	work	NOUN
crln-26733	79	15	for	for	ADP
crln-26733	79	16	us	we	PRON
crln-26733	79	17	(	(	PUNCT
crln-26733	79	18	mit	mit	PROPN
crln-26733	79	19	press	press	NOUN
crln-26733	79	20	,	,	PUNCT
crln-26733	79	21	2024	2024	NUM
crln-26733	79	22	)	)	PUNCT
crln-26733	79	23	.	.	PUNCT
crln-26733	80	1	https://doi.org/10.1016/0010-4809(73)90029-3	https://doi.org/10.1016/0010-4809(73)90029-3	PROPN
crln-26733	80	2	https://doi.org/10.1016/0010-4809(73)90029-3	https://doi.org/10.1016/0010-4809(73)90029-3	PROPN
crln-26733	80	3	https://doi.org/10.1016/j.inffus.2023.101805	https://doi.org/10.1016/j.inffus.2023.101805	AUX
crln-26733	80	4	https://doi.org/10.1016/j.inffus.2023.101805	https://doi.org/10.1016/j.inffus.2023.101805	VERB
crln-26733	80	5	https://doi.org/10.48550/arxiv.1712.00547	https://doi.org/10.48550/arxiv.1712.00547	PROPN
crln-26733	80	6	https://doi.org/10.48550/arxiv.1712.00547	https://doi.org/10.48550/arxiv.1712.00547	PROPN
crln-26733	80	7	https://doi.org/10.1145/3613905.3636311	https://doi.org/10.1145/3613905.3636311	NOUN
crln-26733	80	8	https://doi.org/10.1145/3613905.3636311	https://doi.org/10.1145/3613905.3636311	NOUN
crln-26733	80	9	https://doi.org/10.1007/978-3-030-60117-1_33	https://doi.org/10.1007/978-3-030-60117-1_33	PROPN
crln-26733	81	1	https://doi.org/10.1007/978-3-030-60117-1_33	https://doi.org/10.1007/978-3-030-60117-1_33	PRON
crln-26733	81	2	https://doi.org/10.1002/asi.24889	https://doi.org/10.1002/asi.24889	VERB
crln-26733	81	3	https://doi.org/10.1007/s13218-023-00806-9	https://doi.org/10.1007/s13218-023-00806-9	NOUN
crln-26733	81	4	https://cais2023.ca/talk/10.ridley/10.ridley.pdf	https://cais2023.ca/talk/10.ridley/10.ridley.pdf	NOUN
crln-26733	81	5	https://knightcolumbia.org/content/protocols-not-platforms-a-technological-approach-to-free-speech	https://knightcolumbia.org/content/protocols-not-platforms-a-technological-approach-to-free-speech	VERB
crln-26733	81	6	https://knightcolumbia.org/content/protocols-not-platforms-a-technological-approach-to-free-speech	https://knightcolumbia.org/content/protocols-not-platforms-a-technological-approach-to-free-speech	PRON
crln-26733	81	7	https://knightcolumbia.org/content/protocols-not-platforms-a-technological-approach-to-free-speech	https://knightcolumbia.org/content/protocols-not-platforms-a-technological-approach-to-free-speech	PROPN
crln-26733	81	8	https://doi.org/10.1145/3593013.3594074.2023	https://doi.org/10.1145/3593013.3594074.2023	X