id	sid	tid	token	lemma	pos
spir-11249	1	1	selected	select	VERB
spir-11249	1	2	papers	paper	NOUN
spir-11249	1	3	of	of	ADP
spir-11249	1	4	#	#	SYM
spir-11249	1	5	aoir2020	aoir2020	PROPN
spir-11249	1	6	:	:	PUNCT
spir-11249	1	7	the	the	DET
spir-11249	1	8	21st	21st	ADJ
spir-11249	1	9	annual	annual	ADJ
spir-11249	1	10	conference	conference	NOUN
spir-11249	1	11	of	of	ADP
spir-11249	1	12	the	the	DET
spir-11249	1	13	association	association	NOUN
spir-11249	1	14	of	of	ADP
spir-11249	1	15	internet	internet	NOUN
spir-11249	1	16	researchers	researcher	NOUN
spir-11249	1	17	virtual	virtual	ADJ
spir-11249	1	18	event	event	NOUN
spir-11249	1	19	/	/	PUNCT
spir-11249	1	20	27	27	NUM
spir-11249	1	21	-	-	SYM
spir-11249	1	22	31	31	NUM
spir-11249	1	23	october	october	PROPN
spir-11249	1	24	2020	2020	NUM
spir-11249	1	25	suggested	suggest	VERB
spir-11249	1	26	citation	citation	NOUN
spir-11249	1	27	(	(	PUNCT
spir-11249	1	28	apa	apa	PROPN
spir-11249	1	29	):	):	PUNCT
spir-11249	1	30	keyes	keyes	PROPN
spir-11249	1	31	,	,	PUNCT
spir-11249	1	32	o	o	PROPN
spir-11249	1	33	,	,	PUNCT
spir-11249	1	34	austin	austin	PROPN
spir-11249	1	35	,	,	PUNCT
spir-11249	1	36	j	j	PROPN
spir-11249	1	37	&	&	CCONJ
spir-11249	1	38	zimmer	zimmer	PROPN
spir-11249	1	39	,	,	PUNCT
spir-11249	1	40	m.	m.	NOUN
spir-11249	1	41	(	(	PUNCT
spir-11249	1	42	2020	2020	NUM
spir-11249	1	43	,	,	PUNCT
spir-11249	1	44	october	october	PROPN
spir-11249	1	45	)	)	PUNCT
spir-11249	1	46	.	.	PUNCT
spir-11249	2	1	autobiography	autobiography	NOUN
spir-11249	2	2	of	of	ADP
spir-11249	2	3	an	an	DET
spir-11249	2	4	audit	audit	NOUN
spir-11249	2	5	:	:	PUNCT
spir-11249	2	6	tracing	trace	VERB
spir-11249	2	7	the	the	DET
spir-11249	2	8	roots	root	NOUN
spir-11249	2	9	and	and	CCONJ
spir-11249	2	10	repercussions	repercussion	NOUN
spir-11249	2	11	of	of	ADP
spir-11249	2	12	the	the	DET
spir-11249	2	13	htr	htr	NOUN
spir-11249	2	14	-	-	PUNCT
spir-11249	2	15	transgender	transgender	NOUN
spir-11249	2	16	database	database	NOUN
spir-11249	2	17	.	.	PUNCT
spir-11249	3	1	paper	paper	NOUN
spir-11249	3	2	presented	present	VERB
spir-11249	3	3	at	at	ADP
spir-11249	3	4	aoir	aoir	NOUN
spir-11249	3	5	2020	2020	NUM
spir-11249	3	6	:	:	PUNCT
spir-11249	3	7	the	the	DET
spir-11249	3	8	201th	201th	NOUN
spir-11249	3	9	annual	annual	ADJ
spir-11249	3	10	conference	conference	NOUN
spir-11249	3	11	of	of	ADP
spir-11249	3	12	the	the	DET
spir-11249	3	13	association	association	NOUN
spir-11249	3	14	of	of	ADP
spir-11249	3	15	internet	internet	NOUN
spir-11249	3	16	researchers	researcher	NOUN
spir-11249	3	17	.	.	PUNCT
spir-11249	4	1	virtual	virtual	ADJ
spir-11249	4	2	event	event	NOUN
spir-11249	4	3	:	:	PUNCT
spir-11249	4	4	aoir	aoir	NOUN
spir-11249	4	5	.	.	PUNCT
spir-11249	4	6	retrieved	retrieve	VERB
spir-11249	4	7	from	from	ADP
spir-11249	4	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11249	4	9	.	.	PUNCT
spir-11249	5	1	autobiography	autobiography	NOUN
spir-11249	5	2	of	of	ADP
spir-11249	5	3	an	an	DET
spir-11249	5	4	audit	audit	NOUN
spir-11249	5	5	:	:	PUNCT
spir-11249	5	6	tracing	trace	VERB
spir-11249	5	7	the	the	DET
spir-11249	5	8	roots	root	NOUN
spir-11249	5	9	and	and	CCONJ
spir-11249	5	10	repercussions	repercussion	NOUN
spir-11249	5	11	of	of	ADP
spir-11249	5	12	the	the	DET
spir-11249	5	13	hrt	hrt	PROPN
spir-11249	5	14	-	-	PUNCT
spir-11249	5	15	transgender	transgender	NOUN
spir-11249	5	16	database	database	NOUN
spir-11249	5	17	os	os	PROPN
spir-11249	5	18	keyes	keyes	PROPN
spir-11249	5	19	university	university	PROPN
spir-11249	5	20	of	of	ADP
spir-11249	5	21	washington	washington	PROPN
spir-11249	5	22	jeanie	jeanie	PROPN
spir-11249	5	23	austin	austin	PROPN
spir-11249	5	24	san	san	PROPN
spir-11249	5	25	francisco	francisco	PROPN
spir-11249	5	26	public	public	PROPN
spir-11249	5	27	library	library	NOUN
spir-11249	5	28	michael	michael	PROPN
spir-11249	5	29	zimmer	zimmer	PROPN
spir-11249	5	30	marquette	marquette	PROPN
spir-11249	5	31	university	university	PROPN
spir-11249	5	32	introduction	introduction	NOUN
spir-11249	5	33	and	and	CCONJ
spir-11249	5	34	overview	overview	VERB
spir-11249	5	35	much	much	ADJ
spir-11249	5	36	concern	concern	NOUN
spir-11249	5	37	has	have	AUX
spir-11249	5	38	been	be	AUX
spir-11249	5	39	expressed	express	VERB
spir-11249	5	40	regarding	regard	VERB
spir-11249	5	41	the	the	DET
spir-11249	5	42	difficulty	difficulty	NOUN
spir-11249	5	43	in	in	ADP
spir-11249	5	44	attending	attend	VERB
spir-11249	5	45	to	to	PART
spir-11249	5	46	harms	harm	NOUN
spir-11249	5	47	in	in	ADP
spir-11249	5	48	data	data	NOUN
spir-11249	5	49	collection	collection	NOUN
spir-11249	5	50	,	,	PUNCT
spir-11249	5	51	distribution	distribution	NOUN
spir-11249	5	52	,	,	PUNCT
spir-11249	5	53	and	and	CCONJ
spir-11249	5	54	use	use	NOUN
spir-11249	5	55	in	in	ADP
spir-11249	5	56	sociotechnical	sociotechnical	ADJ
spir-11249	5	57	systems	system	NOUN
spir-11249	5	58	(	(	PUNCT
spir-11249	5	59	seaver	seaver	PROPN
spir-11249	5	60	,	,	PUNCT
spir-11249	5	61	2017	2017	NUM
spir-11249	5	62	;	;	PUNCT
spir-11249	5	63	kitchin	kitchin	PROPN
spir-11249	5	64	,	,	PUNCT
spir-11249	5	65	2016	2016	NUM
spir-11249	5	66	)	)	PUNCT
spir-11249	5	67	.	.	PUNCT
spir-11249	6	1	arguments	argument	NOUN
spir-11249	6	2	around	around	ADP
spir-11249	6	3	both	both	CCONJ
spir-11249	6	4	internal	internal	ADJ
spir-11249	6	5	and	and	CCONJ
spir-11249	6	6	external	external	ADJ
spir-11249	6	7	audit	audit	NOUN
spir-11249	6	8	mechanisms	mechanism	NOUN
spir-11249	6	9	frequently	frequently	ADV
spir-11249	6	10	focus	focus	VERB
spir-11249	6	11	on	on	ADP
spir-11249	6	12	the	the	DET
spir-11249	6	13	work	work	NOUN
spir-11249	6	14	of	of	ADP
spir-11249	6	15	private	private	ADJ
spir-11249	6	16	-	-	PUNCT
spir-11249	6	17	sector	sector	NOUN
spir-11249	6	18	organisations	organisation	NOUN
spir-11249	6	19	,	,	PUNCT
spir-11249	6	20	which	which	PRON
spir-11249	6	21	are	be	AUX
spir-11249	6	22	often	often	ADV
spir-11249	6	23	seen	see	VERB
spir-11249	6	24	as	as	ADP
spir-11249	6	25	responsible	responsible	ADJ
spir-11249	6	26	for	for	ADP
spir-11249	6	27	the	the	DET
spir-11249	6	28	increasing	increase	VERB
spir-11249	6	29	role	role	NOUN
spir-11249	6	30	of	of	ADP
spir-11249	6	31	data	datum	NOUN
spir-11249	6	32	collection	collection	NOUN
spir-11249	6	33	and	and	CCONJ
spir-11249	6	34	analytic	analytic	ADJ
spir-11249	6	35	systems	system	NOUN
spir-11249	6	36	in	in	ADP
spir-11249	6	37	society	society	NOUN
spir-11249	6	38	(	(	PUNCT
spir-11249	6	39	kerssens	kerssen	NOUN
spir-11249	6	40	,	,	PUNCT
spir-11249	6	41	2019	2019	NUM
spir-11249	6	42	)	)	PUNCT
spir-11249	6	43	,	,	PUNCT
spir-11249	6	44	as	as	ADV
spir-11249	6	45	well	well	ADV
spir-11249	6	46	as	as	ADP
spir-11249	6	47	the	the	DET
spir-11249	6	48	site	site	NOUN
spir-11249	6	49	of	of	ADP
spir-11249	6	50	particular	particular	ADJ
spir-11249	6	51	practical	practical	ADJ
spir-11249	6	52	barriers	barrier	NOUN
spir-11249	6	53	to	to	ADP
spir-11249	6	54	data	data	NOUN
spir-11249	6	55	auditing	auditing	NOUN
spir-11249	6	56	due	due	ADP
spir-11249	6	57	to	to	ADP
spir-11249	6	58	concepts	concept	NOUN
spir-11249	6	59	such	such	ADJ
spir-11249	6	60	as	as	ADP
spir-11249	6	61	trade	trade	NOUN
spir-11249	6	62	secrets	secret	NOUN
spir-11249	6	63	.	.	PUNCT
spir-11249	7	1	this	this	DET
spir-11249	7	2	approach	approach	NOUN
spir-11249	7	3	tends	tend	VERB
spir-11249	7	4	to	to	PART
spir-11249	7	5	reify	reify	VERB
spir-11249	7	6	the	the	DET
spir-11249	7	7	idea	idea	NOUN
spir-11249	7	8	that	that	SCONJ
spir-11249	7	9	research	research	NOUN
spir-11249	7	10	conducted	conduct	VERB
spir-11249	7	11	by	by	ADP
spir-11249	7	12	universities	university	NOUN
spir-11249	7	13	and	and	CCONJ
spir-11249	7	14	other	other	ADJ
spir-11249	7	15	public	public	ADJ
spir-11249	7	16	-	-	PUNCT
spir-11249	7	17	sector	sector	NOUN
spir-11249	7	18	parties	party	NOUN
spir-11249	7	19	is	be	AUX
spir-11249	7	20	both	both	CCONJ
spir-11249	7	21	more	more	ADV
spir-11249	7	22	ethical	ethical	ADJ
spir-11249	7	23	and	and	CCONJ
spir-11249	7	24	more	more	ADV
spir-11249	7	25	easily	easily	ADV
spir-11249	7	26	lends	lend	VERB
spir-11249	7	27	itself	itself	PRON
spir-11249	7	28	to	to	ADP
spir-11249	7	29	auditing	audit	VERB
spir-11249	7	30	.	.	PUNCT
spir-11249	8	1	in	in	ADP
spir-11249	8	2	reality	reality	NOUN
spir-11249	8	3	,	,	PUNCT
spir-11249	8	4	the	the	DET
spir-11249	8	5	possibility	possibility	NOUN
spir-11249	8	6	for	for	ADP
spir-11249	8	7	scrutiny	scrutiny	NOUN
spir-11249	8	8	of	of	ADP
spir-11249	8	9	research	research	NOUN
spir-11249	8	10	utilizing	utilize	VERB
spir-11249	8	11	online	online	ADJ
spir-11249	8	12	content	content	NOUN
spir-11249	8	13	to	to	PART
spir-11249	8	14	create	create	VERB
spir-11249	8	15	databases	database	NOUN
spir-11249	8	16	and	and	CCONJ
spir-11249	8	17	to	to	PART
spir-11249	8	18	train	train	VERB
spir-11249	8	19	algorithmic	algorithmic	ADJ
spir-11249	8	20	prediction	prediction	NOUN
spir-11249	8	21	is	be	AUX
spir-11249	8	22	heavily	heavily	ADV
spir-11249	8	23	reduced	reduce	VERB
spir-11249	8	24	by	by	ADP
spir-11249	8	25	limited	limited	ADJ
spir-11249	8	26	irb	irb	PROPN
spir-11249	8	27	oversight	oversight	NOUN
spir-11249	8	28	and	and	CCONJ
spir-11249	8	29	researcher	researcher	NOUN
spir-11249	8	30	’s	’s	PART
spir-11249	8	31	guarded	guard	VERB
spir-11249	8	32	approach	approach	NOUN
spir-11249	8	33	to	to	ADP
spir-11249	8	34	their	their	PRON
spir-11249	8	35	own	own	ADJ
spir-11249	8	36	data	datum	NOUN
spir-11249	8	37	collection	collection	NOUN
spir-11249	8	38	and	and	CCONJ
spir-11249	8	39	sharing	sharing	NOUN
spir-11249	8	40	practices	practice	NOUN
spir-11249	8	41	.	.	PUNCT
spir-11249	9	1	further	far	ADV
spir-11249	9	2	,	,	PUNCT
spir-11249	9	3	approaches	approach	NOUN
spir-11249	9	4	to	to	ADP
spir-11249	9	5	audits	audits	NOUN
spir-11249	9	6	rarely	rarely	ADV
spir-11249	9	7	examine	examine	VERB
spir-11249	9	8	the	the	DET
spir-11249	9	9	practices	practice	NOUN
spir-11249	9	10	of	of	ADP
spir-11249	9	11	identifying	identify	VERB
spir-11249	9	12	and	and	CCONJ
spir-11249	9	13	addressing	address	VERB
spir-11249	9	14	discursive	discursive	ADJ
spir-11249	9	15	harms	harm	NOUN
spir-11249	9	16	(	(	PUNCT
spir-11249	9	17	hoffmann	hoffmann	PROPN
spir-11249	9	18	,	,	PUNCT
spir-11249	9	19	2019	2019	NUM
spir-11249	9	20	;	;	PUNCT
spir-11249	9	21	dencik	dencik	PROPN
spir-11249	9	22	,	,	PUNCT
spir-11249	9	23	jansen	jansen	PROPN
spir-11249	9	24	&	&	CCONJ
spir-11249	9	25	metcalfe	metcalfe	PROPN
spir-11249	9	26	,	,	PUNCT
spir-11249	9	27	2018	2018	NUM
spir-11249	9	28	)	)	PUNCT
spir-11249	9	29	and	and	CCONJ
spir-11249	9	30	the	the	DET
spir-11249	9	31	affective	affective	ADJ
spir-11249	9	32	work	work	NOUN
spir-11249	9	33	and	and	CCONJ
spir-11249	9	34	cost	cost	NOUN
spir-11249	9	35	of	of	ADP
spir-11249	9	36	undertaking	undertake	VERB
spir-11249	9	37	audits	audits	NOUN
spir-11249	9	38	of	of	ADP
spir-11249	9	39	violent	violent	ADJ
spir-11249	9	40	systems	system	NOUN
spir-11249	9	41	.	.	PUNCT
spir-11249	10	1	documenting	document	VERB
spir-11249	10	2	our	our	PRON
spir-11249	10	3	attempts	attempt	NOUN
spir-11249	10	4	to	to	PART
spir-11249	10	5	audit	audit	VERB
spir-11249	10	6	the	the	DET
spir-11249	10	7	hrt	hrt	PROPN
spir-11249	10	8	-	-	PUNCT
spir-11249	10	9	transgender	transgender	NOUN
spir-11249	10	10	database	database	NOUN
spir-11249	10	11	a	a	DET
spir-11249	10	12	database	database	NOUN
spir-11249	10	13	collected	collect	VERB
spir-11249	10	14	by	by	ADP
spir-11249	10	15	a	a	DET
spir-11249	10	16	public	public	ADJ
spir-11249	10	17	university	university	NOUN
spir-11249	10	18	in	in	ADP
spir-11249	10	19	the	the	DET
spir-11249	10	20	united	united	PROPN
spir-11249	10	21	states	states	PROPN
spir-11249	10	22	we	we	PRON
spir-11249	10	23	engage	engage	VERB
spir-11249	10	24	in	in	ADP
spir-11249	10	25	a	a	DET
spir-11249	10	26	critical	critical	ADJ
spir-11249	10	27	examination	examination	NOUN
spir-11249	10	28	of	of	ADP
spir-11249	10	29	not	not	PART
spir-11249	10	30	only	only	ADV
spir-11249	10	31	data	datum	NOUN
spir-11249	10	32	collection	collection	NOUN
spir-11249	10	33	practices	practice	NOUN
spir-11249	10	34	,	,	PUNCT
spir-11249	10	35	but	but	CCONJ
spir-11249	10	36	the	the	DET
spir-11249	10	37	practical	practical	ADJ
spir-11249	10	38	and	and	CCONJ
spir-11249	10	39	phenomenological	phenomenological	ADJ
spir-11249	10	40	experience	experience	NOUN
spir-11249	10	41	of	of	ADP
spir-11249	10	42	auditing	audit	VERB
spir-11249	10	43	violent	violent	ADJ
spir-11249	10	44	research	research	NOUN
spir-11249	10	45	.	.	PUNCT
spir-11249	11	1	doing	do	VERB
spir-11249	11	2	so	so	ADV
spir-11249	11	3	raises	raise	VERB
spir-11249	11	4	vital	vital	ADJ
spir-11249	11	5	questions	question	NOUN
spir-11249	11	6	that	that	SCONJ
spir-11249	11	7	those	those	PRON
spir-11249	11	8	seeking	seek	VERB
spir-11249	11	9	to	to	PART
spir-11249	11	10	design	design	VERB
spir-11249	11	11	audit	audit	NOUN
spir-11249	11	12	mechanisms	mechanism	NOUN
spir-11249	11	13	should	should	AUX
spir-11249	11	14	attend	attend	VERB
spir-11249	11	15	to	to	ADP
spir-11249	11	16	.	.	PUNCT
spir-11249	12	1	background	background	NOUN
spir-11249	12	2	transgender	transgender	NOUN
spir-11249	12	3	people	people	NOUN
spir-11249	12	4	often	often	ADV
spir-11249	12	5	face	face	VERB
spir-11249	12	6	difficulties	difficulty	NOUN
spir-11249	12	7	in	in	ADP
spir-11249	12	8	accessing	access	VERB
spir-11249	12	9	reliable	reliable	ADJ
spir-11249	12	10	information	information	NOUN
spir-11249	12	11	about	about	ADP
spir-11249	12	12	navigating	navigate	VERB
spir-11249	12	13	the	the	DET
spir-11249	12	14	medicolegal	medicolegal	ADJ
spir-11249	12	15	systems	system	NOUN
spir-11249	12	16	that	that	PRON
spir-11249	12	17	gatekeep	gatekeep	VERB
spir-11249	12	18	access	access	NOUN
spir-11249	12	19	to	to	ADP
spir-11249	12	20	hormones	hormone	NOUN
spir-11249	12	21	,	,	PUNCT
spir-11249	12	22	surgery	surgery	NOUN
spir-11249	12	23	and	and	CCONJ
spir-11249	12	24	other	other	ADJ
spir-11249	12	25	biomedical	biomedical	ADJ
spir-11249	12	26	technologies	technology	NOUN
spir-11249	12	27	used	use	VERB
spir-11249	12	28	in	in	ADP
spir-11249	12	29	the	the	DET
spir-11249	12	30	process	process	NOUN
spir-11249	12	31	of	of	ADP
spir-11249	12	32	physical	physical	ADJ
spir-11249	12	33	transition	transition	NOUN
spir-11249	12	34	(	(	PUNCT
spir-11249	12	35	pohjanen	pohjanen	NOUN
spir-11249	12	36	and	and	CCONJ
spir-11249	12	37	kortelainen	kortelainen	PROPN
spir-11249	12	38	,	,	PUNCT
spir-11249	12	39	2016	2016	NUM
spir-11249	12	40	)	)	PUNCT
spir-11249	12	41	.	.	PUNCT
spir-11249	13	1	social	social	ADJ
spir-11249	13	2	media	medium	NOUN
spir-11249	13	3	communities	community	NOUN
spir-11249	13	4	,	,	PUNCT
spir-11249	13	5	particularly	particularly	ADV
spir-11249	13	6	those	those	PRON
spir-11249	13	7	that	that	PRON
spir-11249	13	8	utilize	utilize	VERB
spir-11249	13	9	video	video	NOUN
spir-11249	13	10	recording	recording	NOUN
spir-11249	13	11	,	,	PUNCT
spir-11249	13	12	have	have	AUX
spir-11249	13	13	become	become	VERB
spir-11249	13	14	one	one	NUM
spir-11249	13	15	of	of	ADP
spir-11249	13	16	the	the	DET
spir-11249	13	17	primary	primary	ADJ
spir-11249	13	18	means	mean	NOUN
spir-11249	13	19	by	by	ADP
spir-11249	13	20	which	which	PRON
spir-11249	13	21	transgender	transgender	NOUN
spir-11249	13	22	people	people	NOUN
spir-11249	13	23	share	share	VERB
spir-11249	13	24	vital	vital	ADJ
spir-11249	13	25	information	information	NOUN
spir-11249	13	26	that	that	PRON
spir-11249	13	27	can	can	AUX
spir-11249	13	28	ease	ease	VERB
spir-11249	13	29	the	the	DET
spir-11249	13	30	strain	strain	NOUN
spir-11249	13	31	of	of	ADP
spir-11249	13	32	accessing	access	VERB
spir-11249	13	33	needed	need	VERB
spir-11249	13	34	medications	medication	NOUN
spir-11249	13	35	and	and	CCONJ
spir-11249	13	36	therapies	therapy	NOUN
spir-11249	13	37	while	while	SCONJ
spir-11249	13	38	building	build	VERB
spir-11249	13	39	a	a	DET
spir-11249	13	40	sense	sense	NOUN
spir-11249	13	41	of	of	ADP
spir-11249	13	42	community	community	NOUN
spir-11249	13	43	and	and	CCONJ
spir-11249	13	44	social	social	ADJ
spir-11249	13	45	support	support	NOUN
spir-11249	13	46	(	(	PUNCT
spir-11249	13	47	haimson	haimson	PROPN
spir-11249	13	48	,	,	PUNCT
spir-11249	13	49	damegriff	damegriff	PROPN
spir-11249	13	50	,	,	PUNCT
spir-11249	13	51	capello	capello	PROPN
spir-11249	13	52	,	,	PUNCT
spir-11249	13	53	&	&	CCONJ
spir-11249	13	54	richter	richter	PROPN
spir-11249	13	55	,	,	PUNCT
spir-11249	13	56	2019	2019	NUM
spir-11249	13	57	;	;	PUNCT
spir-11249	13	58	horak	horak	NOUN
spir-11249	13	59	,	,	PUNCT
spir-11249	13	60	2014	2014	NUM
spir-11249	13	61	)	)	PUNCT
spir-11249	13	62	.	.	PUNCT
spir-11249	14	1	repurposing	repurpose	VERB
spir-11249	14	2	and	and	CCONJ
spir-11249	14	3	appropriating	appropriate	VERB
spir-11249	14	4	these	these	DET
spir-11249	14	5	community	community	NOUN
spir-11249	14	6	resources	resource	NOUN
spir-11249	14	7	and	and	CCONJ
spir-11249	14	8	personal	personal	ADJ
spir-11249	14	9	narratives	narrative	NOUN
spir-11249	14	10	,	,	PUNCT
spir-11249	14	11	researchers	researcher	NOUN
spir-11249	14	12	at	at	ADP
spir-11249	14	13	the	the	DET
spir-11249	14	14	university	university	PROPN
spir-11249	14	15	of	of	ADP
spir-11249	14	16	north	north	PROPN
spir-11249	14	17	carolina	carolina	PROPN
spir-11249	14	18	,	,	PUNCT
spir-11249	14	19	wilmington	wilmington	PROPN
spir-11249	14	20	developed	develop	VERB
spir-11249	14	21	the	the	DET
spir-11249	14	22	“	"	PUNCT
spir-11249	14	23	hrttransgender	hrttransgender	NOUN
spir-11249	14	24	database	database	NOUN
spir-11249	14	25	”	"	PUNCT
spir-11249	14	26	,	,	PUNCT
spir-11249	14	27	a	a	DET
spir-11249	14	28	collection	collection	NOUN
spir-11249	14	29	of	of	ADP
spir-11249	14	30	transition	transition	NOUN
spir-11249	14	31	progress	progress	NOUN
spir-11249	14	32	videos	video	NOUN
spir-11249	14	33	scraped	scrape	VERB
spir-11249	14	34	from	from	ADP
spir-11249	14	35	youtube	youtube	NOUN
spir-11249	14	36	and	and	CCONJ
spir-11249	14	37	acquired	acquire	VERB
spir-11249	14	38	for	for	ADP
spir-11249	14	39	use	use	NOUN
spir-11249	14	40	in	in	ADP
spir-11249	14	41	the	the	DET
spir-11249	14	42	design	design	NOUN
spir-11249	14	43	of	of	ADP
spir-11249	14	44	facial	facial	ADJ
spir-11249	14	45	recognition	recognition	NOUN
spir-11249	14	46	systems	system	NOUN
spir-11249	14	47	(	(	PUNCT
spir-11249	14	48	mahalingam	mahalingam	PROPN
spir-11249	14	49	&	&	CCONJ
spir-11249	14	50	ricanek	ricanek	ADJ
spir-11249	14	51	,	,	PUNCT
spir-11249	14	52	2013	2013	NUM
spir-11249	14	53	)	)	PUNCT
spir-11249	14	54	.	.	PUNCT
spir-11249	15	1	this	this	DET
spir-11249	15	2	database	database	NOUN
spir-11249	15	3	was	be	AUX
spir-11249	15	4	then	then	ADV
spir-11249	15	5	made	make	VERB
spir-11249	15	6	available	available	ADJ
spir-11249	15	7	to	to	ADP
spir-11249	15	8	other	other	ADJ
spir-11249	15	9	researchers	researcher	NOUN
spir-11249	15	10	through	through	ADP
spir-11249	15	11	the	the	DET
spir-11249	15	12	project	project	NOUN
spir-11249	15	13	website	website	NOUN
spir-11249	15	14	.	.	PUNCT
spir-11249	16	1	several	several	ADJ
spir-11249	16	2	years	year	NOUN
spir-11249	16	3	after	after	ADP
spir-11249	16	4	its	its	PRON
spir-11249	16	5	creation	creation	NOUN
spir-11249	16	6	,	,	PUNCT
spir-11249	16	7	the	the	DET
spir-11249	16	8	database	database	NOUN
spir-11249	16	9	and	and	CCONJ
spir-11249	16	10	its	its	PRON
spir-11249	16	11	authors	author	NOUN
spir-11249	16	12	attracted	attract	VERB
spir-11249	16	13	(	(	PUNCT
spir-11249	16	14	largely	largely	ADV
spir-11249	16	15	-	-	PUNCT
spir-11249	16	16	negative	negative	ADJ
spir-11249	16	17	)	)	PUNCT
spir-11249	16	18	media	medium	NOUN
spir-11249	16	19	coverage	coverage	NOUN
spir-11249	16	20	for	for	ADP
spir-11249	16	21	their	their	PRON
spir-11249	16	22	work	work	NOUN
spir-11249	16	23	,	,	PUNCT
spir-11249	16	24	and	and	CCONJ
spir-11249	16	25	eventually	eventually	ADV
spir-11249	16	26	shut	shut	VERB
spir-11249	16	27	the	the	DET
spir-11249	16	28	project	project	NOUN
spir-11249	16	29	down	down	ADV
spir-11249	16	30	(	(	PUNCT
spir-11249	16	31	vincent	vincent	NOUN
spir-11249	16	32	,	,	PUNCT
spir-11249	16	33	2017	2017	NUM
spir-11249	16	34	)	)	PUNCT
spir-11249	16	35	on	on	ADP
spir-11249	16	36	the	the	DET
spir-11249	16	37	surface	surface	NOUN
spir-11249	16	38	,	,	PUNCT
spir-11249	16	39	this	this	DET
spir-11249	16	40	controversy	controversy	NOUN
spir-11249	16	41	centers	center	VERB
spir-11249	16	42	on	on	ADP
spir-11249	16	43	issues	issue	NOUN
spir-11249	16	44	that	that	PRON
spir-11249	16	45	are	be	AUX
spir-11249	16	46	well	well	ADV
spir-11249	16	47	-	-	PUNCT
spir-11249	16	48	covered	cover	VERB
spir-11249	16	49	in	in	ADP
spir-11249	16	50	critical	critical	ADJ
spir-11249	16	51	data	datum	NOUN
spir-11249	16	52	studies	study	NOUN
spir-11249	16	53	and	and	CCONJ
spir-11249	16	54	internet	internet	NOUN
spir-11249	16	55	research	research	NOUN
spir-11249	16	56	ethics	ethic	NOUN
spir-11249	16	57	;	;	PUNCT
spir-11249	16	58	the	the	DET
spir-11249	16	59	problem	problem	NOUN
spir-11249	16	60	of	of	ADP
spir-11249	16	61	treating	treat	VERB
spir-11249	16	62	data	datum	NOUN
spir-11249	16	63	as	as	ADP
spir-11249	16	64	“	"	PUNCT
spir-11249	16	65	already	already	ADV
spir-11249	16	66	public	public	ADJ
spir-11249	16	67	”	"	PUNCT
spir-11249	16	68	and	and	CCONJ
spir-11249	16	69	the	the	DET
spir-11249	16	70	insufficiency	insufficiency	NOUN
spir-11249	16	71	of	of	ADP
spir-11249	16	72	existing	exist	VERB
spir-11249	16	73	accountability	accountability	NOUN
spir-11249	16	74	mechanisms	mechanism	NOUN
spir-11249	16	75	around	around	ADP
spir-11249	16	76	algorithmic	algorithmic	ADJ
spir-11249	16	77	systems	system	NOUN
spir-11249	16	78	(	(	PUNCT
spir-11249	16	79	zimmer	zimmer	PROPN
spir-11249	16	80	,	,	PUNCT
spir-11249	16	81	2010	2010	NUM
spir-11249	16	82	;	;	PUNCT
spir-11249	16	83	neyland	neyland	PROPN
spir-11249	16	84	,	,	PUNCT
spir-11249	16	85	2016	2016	NUM
spir-11249	16	86	)	)	PUNCT
spir-11249	16	87	.	.	PUNCT
spir-11249	17	1	our	our	PRON
spir-11249	17	2	interest	interest	NOUN
spir-11249	17	3	in	in	ADP
spir-11249	17	4	it	it	PRON
spir-11249	17	5	,	,	PUNCT
spir-11249	17	6	however	however	ADV
spir-11249	17	7	,	,	PUNCT
spir-11249	17	8	stems	stem	VERB
spir-11249	17	9	from	from	ADP
spir-11249	17	10	our	our	PRON
spir-11249	17	11	desire	desire	NOUN
spir-11249	17	12	to	to	PART
spir-11249	17	13	expand	expand	VERB
spir-11249	17	14	on	on	ADP
spir-11249	17	15	research	research	NOUN
spir-11249	17	16	addressing	address	VERB
spir-11249	17	17	two	two	NUM
spir-11249	17	18	other	other	ADJ
spir-11249	17	19	aspects	aspect	NOUN
spir-11249	17	20	of	of	ADP
spir-11249	17	21	data	datum	NOUN
spir-11249	17	22	’s	’s	PART
spir-11249	17	23	negative	negative	ADJ
spir-11249	17	24	effects	effect	NOUN
spir-11249	17	25	and	and	CCONJ
spir-11249	17	26	efforts	effort	NOUN
spir-11249	17	27	to	to	PART
spir-11249	17	28	ameliorate	ameliorate	VERB
spir-11249	17	29	them	they	PRON
spir-11249	17	30	;	;	PUNCT
spir-11249	17	31	the	the	DET
spir-11249	17	32	discursive	discursive	ADJ
spir-11249	17	33	harms	harm	NOUN
spir-11249	17	34	of	of	ADP
spir-11249	17	35	data	datum	NOUN
spir-11249	17	36	and	and	CCONJ
spir-11249	17	37	the	the	DET
spir-11249	17	38	fluid	fluid	ADJ
spir-11249	17	39	nature	nature	NOUN
spir-11249	17	40	of	of	ADP
spir-11249	17	41	database	database	NOUN
spir-11249	17	42	distribution	distribution	NOUN
spir-11249	17	43	.	.	PUNCT
spir-11249	18	1	by	by	ADP
spir-11249	18	2	the	the	DET
spir-11249	18	3	former	former	ADJ
spir-11249	18	4	,	,	PUNCT
spir-11249	18	5	we	we	PRON
spir-11249	18	6	mean	mean	VERB
spir-11249	18	7	the	the	DET
spir-11249	18	8	way	way	NOUN
spir-11249	18	9	that	that	PRON
spir-11249	18	10	researchers	researcher	NOUN
spir-11249	18	11	frequently	frequently	ADV
spir-11249	18	12	not	not	PART
spir-11249	18	13	only	only	ADV
spir-11249	18	14	repurpose	repurpose	VERB
spir-11249	18	15	data	datum	NOUN
spir-11249	18	16	,	,	PUNCT
spir-11249	18	17	but	but	CCONJ
spir-11249	18	18	resituate	resituate	VERB
spir-11249	18	19	it	it	PRON
spir-11249	18	20	in	in	ADP
spir-11249	18	21	cultural	cultural	ADJ
spir-11249	18	22	contexts	context	NOUN
spir-11249	18	23	where	where	SCONJ
spir-11249	18	24	it	it	PRON
spir-11249	18	25	can	can	AUX
spir-11249	18	26	be	be	AUX
spir-11249	18	27	violently	violently	ADV
spir-11249	18	28	deployed	deploy	VERB
spir-11249	18	29	against	against	ADP
spir-11249	18	30	the	the	DET
spir-11249	18	31	creator	creator	NOUN
spir-11249	18	32	something	something	PRON
spir-11249	18	33	that	that	PRON
spir-11249	18	34	,	,	PUNCT
spir-11249	18	35	as	as	ADP
spir-11249	18	36	anna	anna	PROPN
spir-11249	18	37	lauren	lauren	PROPN
spir-11249	18	38	hoffmann	hoffmann	PROPN
spir-11249	18	39	notes	note	NOUN
spir-11249	18	40	,	,	PUNCT
spir-11249	18	41	is	be	AUX
spir-11249	18	42	undertheorised	undertheorise	VERB
spir-11249	18	43	in	in	ADP
spir-11249	18	44	work	work	NOUN
spir-11249	18	45	around	around	ADP
spir-11249	18	46	algorithmic	algorithmic	ADJ
spir-11249	18	47	ethics	ethic	NOUN
spir-11249	18	48	(	(	PUNCT
spir-11249	18	49	hoffmann	hoffmann	PROPN
spir-11249	18	50	,	,	PUNCT
spir-11249	18	51	2019	2019	NUM
spir-11249	18	52	)	)	PUNCT
spir-11249	18	53	.	.	PUNCT
spir-11249	19	1	by	by	ADP
spir-11249	19	2	the	the	DET
spir-11249	19	3	fluid	fluid	ADJ
spir-11249	19	4	nature	nature	NOUN
spir-11249	19	5	of	of	ADP
spir-11249	19	6	distribution	distribution	NOUN
spir-11249	19	7	,	,	PUNCT
spir-11249	19	8	we	we	PRON
spir-11249	19	9	are	be	AUX
spir-11249	19	10	referencing	reference	VERB
spir-11249	19	11	the	the	DET
spir-11249	19	12	way	way	NOUN
spir-11249	19	13	that	that	PRON
spir-11249	19	14	database	database	NOUN
spir-11249	19	15	repurposing	repurposing	NOUN
spir-11249	19	16	is	be	AUX
spir-11249	19	17	commonly	commonly	ADV
spir-11249	19	18	done	do	VERB
spir-11249	19	19	across	across	ADP
spir-11249	19	20	organisational	organisational	ADJ
spir-11249	19	21	and	and	CCONJ
spir-11249	19	22	disciplinary	disciplinary	ADJ
spir-11249	19	23	boundaries	boundary	NOUN
spir-11249	19	24	,	,	PUNCT
spir-11249	19	25	undermining	undermine	VERB
spir-11249	19	26	accountability	accountability	NOUN
spir-11249	19	27	mechanisms	mechanism	NOUN
spir-11249	19	28	that	that	PRON
spir-11249	19	29	assume	assume	VERB
spir-11249	19	30	a	a	DET
spir-11249	19	31	singular	singular	ADJ
spir-11249	19	32	entity	entity	NOUN
spir-11249	19	33	to	to	PART
spir-11249	19	34	audit	audit	VERB
spir-11249	19	35	(	(	PUNCT
spir-11249	19	36	be	be	AUX
spir-11249	19	37	that	that	SCONJ
spir-11249	19	38	“	"	PUNCT
spir-11249	19	39	internally	internally	ADV
spir-11249	19	40	”	"	PUNCT
spir-11249	19	41	or	or	CCONJ
spir-11249	19	42	“	"	PUNCT
spir-11249	19	43	externally	externally	ADV
spir-11249	19	44	”	"	PUNCT
spir-11249	19	45	)	)	PUNCT
spir-11249	19	46	(	(	PUNCT
spir-11249	19	47	raji	raji	PROPN
spir-11249	19	48	et	et	PROPN
spir-11249	19	49	al	al	PROPN
spir-11249	19	50	.	.	PROPN
spir-11249	19	51	,	,	PUNCT
spir-11249	19	52	2020	2020	NUM
spir-11249	19	53	)	)	PUNCT
spir-11249	19	54	.	.	PUNCT
spir-11249	20	1	in	in	ADP
spir-11249	20	2	order	order	NOUN
spir-11249	20	3	to	to	PART
spir-11249	20	4	build	build	VERB
spir-11249	20	5	on	on	ADP
spir-11249	20	6	this	this	DET
spir-11249	20	7	work	work	NOUN
spir-11249	20	8	,	,	PUNCT
spir-11249	20	9	we	we	PRON
spir-11249	20	10	document	document	VERB
spir-11249	20	11	and	and	CCONJ
spir-11249	20	12	narrate	narrate	VERB
spir-11249	20	13	our	our	PRON
spir-11249	20	14	efforts	effort	NOUN
spir-11249	20	15	to	to	PART
spir-11249	20	16	audit	audit	VERB
spir-11249	20	17	the	the	DET
spir-11249	20	18	hrttransgender	hrttransgender	NOUN
spir-11249	20	19	database	database	NOUN
spir-11249	20	20	and	and	CCONJ
spir-11249	20	21	its	its	PRON
spir-11249	20	22	secondary	secondary	ADJ
spir-11249	20	23	reusage	reusage	NOUN
spir-11249	20	24	.	.	PUNCT
spir-11249	21	1	drawing	draw	VERB
spir-11249	21	2	on	on	ADP
spir-11249	21	3	feminist	feminist	ADJ
spir-11249	21	4	holistic	holistic	ADJ
spir-11249	21	5	reflexivity	reflexivity	NOUN
spir-11249	21	6	(	(	PUNCT
spir-11249	21	7	cooky	cooky	PROPN
spir-11249	21	8	,	,	PUNCT
spir-11249	21	9	linabery	linabery	NOUN
spir-11249	21	10	,	,	PUNCT
spir-11249	21	11	corple	corple	NOUN
spir-11249	21	12	,	,	PUNCT
spir-11249	21	13	2018	2018	NUM
spir-11249	21	14	)	)	PUNCT
spir-11249	21	15	,	,	PUNCT
spir-11249	21	16	we	we	PRON
spir-11249	21	17	not	not	PART
spir-11249	21	18	only	only	ADV
spir-11249	21	19	engage	engage	VERB
spir-11249	21	20	in	in	ADP
spir-11249	21	21	a	a	DET
spir-11249	21	22	critical	critical	ADJ
spir-11249	21	23	examination	examination	NOUN
spir-11249	21	24	of	of	ADP
spir-11249	21	25	the	the	DET
spir-11249	21	26	practical	practical	ADJ
spir-11249	21	27	difficulties	difficulty	NOUN
spir-11249	21	28	in	in	ADP
spir-11249	21	29	auditing	audit	VERB
spir-11249	21	30	a	a	DET
spir-11249	21	31	(	(	PUNCT
spir-11249	21	32	theoretically	theoretically	ADV
spir-11249	21	33	)	)	PUNCT
spir-11249	21	34	publicly	publicly	ADV
spir-11249	21	35	-	-	PUNCT
spir-11249	21	36	accessible	accessible	ADJ
spir-11249	21	37	data	datum	NOUN
spir-11249	21	38	collection	collection	NOUN
spir-11249	21	39	process	process	NOUN
spir-11249	21	40	,	,	PUNCT
spir-11249	21	41	but	but	CCONJ
spir-11249	21	42	grapple	grapple	VERB
spir-11249	21	43	with	with	ADP
spir-11249	21	44	our	our	PRON
spir-11249	21	45	own	own	ADJ
spir-11249	21	46	emotive	emotive	ADJ
spir-11249	21	47	experiences	experience	NOUN
spir-11249	21	48	of	of	ADP
spir-11249	21	49	auditing	audit	VERB
spir-11249	21	50	a	a	DET
spir-11249	21	51	violent	violent	ADJ
spir-11249	21	52	,	,	PUNCT
spir-11249	21	53	transfocused	transfocuse	VERB
spir-11249	21	54	database	database	NOUN
spir-11249	21	55	as	as	ADP
spir-11249	21	56	a	a	DET
spir-11249	21	57	(	(	PUNCT
spir-11249	21	58	predominantly	predominantly	ADV
spir-11249	21	59	trans	trans	ADJ
spir-11249	21	60	)	)	PUNCT
spir-11249	21	61	research	research	NOUN
spir-11249	21	62	team	team	NOUN
spir-11249	21	63	,	,	PUNCT
spir-11249	21	64	and	and	CCONJ
spir-11249	21	65	surface	surface	VERB
spir-11249	21	66	the	the	DET
spir-11249	21	67	discursive	discursive	ADJ
spir-11249	21	68	violence	violence	NOUN
spir-11249	21	69	central	central	ADJ
spir-11249	21	70	to	to	ADP
spir-11249	21	71	how	how	SCONJ
spir-11249	21	72	the	the	DET
spir-11249	21	73	database	database	NOUN
spir-11249	21	74	is	be	AUX
spir-11249	21	75	framed	frame	VERB
spir-11249	21	76	,	,	PUNCT
spir-11249	21	77	narrated	narrate	VERB
spir-11249	21	78	and	and	CCONJ
spir-11249	21	79	reused	reuse	VERB
spir-11249	21	80	.	.	PUNCT
spir-11249	22	1	our	our	PRON
spir-11249	22	2	work	work	NOUN
spir-11249	22	3	brings	bring	VERB
spir-11249	22	4	into	into	ADP
spir-11249	22	5	frame	frame	NOUN
spir-11249	22	6	vital	vital	ADJ
spir-11249	22	7	and	and	CCONJ
spir-11249	22	8	critical	critical	ADJ
spir-11249	22	9	issues	issue	NOUN
spir-11249	22	10	that	that	PRON
spir-11249	22	11	researchers	researcher	NOUN
spir-11249	22	12	seeking	seek	VERB
spir-11249	22	13	to	to	PART
spir-11249	22	14	design	design	VERB
spir-11249	22	15	oversight	oversight	NOUN
spir-11249	22	16	mechanisms	mechanism	NOUN
spir-11249	22	17	should	should	AUX
spir-11249	22	18	address	address	VERB
spir-11249	22	19	,	,	PUNCT
spir-11249	22	20	and	and	CCONJ
spir-11249	22	21	begins	begin	VERB
spir-11249	22	22	a	a	DET
spir-11249	22	23	conversation	conversation	NOUN
spir-11249	22	24	about	about	ADP
spir-11249	22	25	the	the	DET
spir-11249	22	26	visceral	visceral	ADJ
spir-11249	22	27	and	and	CCONJ
spir-11249	22	28	often	often	ADV
spir-11249	22	29	painful	painful	ADJ
spir-11249	22	30	work	work	NOUN
spir-11249	22	31	of	of	ADP
spir-11249	22	32	providing	provide	VERB
spir-11249	22	33	that	that	DET
spir-11249	22	34	oversight	oversight	NOUN
spir-11249	22	35	.	.	PUNCT
spir-11249	23	1	conclusion	conclusion	NOUN
spir-11249	23	2	our	our	PRON
spir-11249	23	3	experience	experience	NOUN
spir-11249	23	4	of	of	ADP
spir-11249	23	5	auditing	audit	VERB
spir-11249	23	6	the	the	DET
spir-11249	23	7	creation	creation	NOUN
spir-11249	23	8	,	,	PUNCT
spir-11249	23	9	distribution	distribution	NOUN
spir-11249	23	10	and	and	CCONJ
spir-11249	23	11	reuse	reuse	NOUN
spir-11249	23	12	of	of	ADP
spir-11249	23	13	the	the	DET
spir-11249	23	14	hrt	hrt	PROPN
spir-11249	23	15	-	-	PUNCT
spir-11249	23	16	transgender	transgender	NOUN
spir-11249	23	17	database	database	NOUN
spir-11249	23	18	provides	provide	VERB
spir-11249	23	19	a	a	DET
spir-11249	23	20	vital	vital	ADJ
spir-11249	23	21	case	case	NOUN
spir-11249	23	22	study	study	NOUN
spir-11249	23	23	in	in	ADP
spir-11249	23	24	expanding	expand	VERB
spir-11249	23	25	on	on	ADP
spir-11249	23	26	existing	exist	VERB
spir-11249	23	27	work	work	NOUN
spir-11249	23	28	on	on	ADP
spir-11249	23	29	algorithmic	algorithmic	ADJ
spir-11249	23	30	accountability	accountability	NOUN
spir-11249	23	31	and	and	CCONJ
spir-11249	23	32	data	datum	NOUN
spir-11249	23	33	ethics	ethic	NOUN
spir-11249	23	34	.	.	PUNCT
spir-11249	24	1	complicating	complicate	VERB
spir-11249	24	2	the	the	DET
spir-11249	24	3	traditional	traditional	ADJ
spir-11249	24	4	image	image	NOUN
spir-11249	24	5	of	of	ADP
spir-11249	24	6	private	private	ADJ
spir-11249	24	7	-	-	PUNCT
spir-11249	24	8	sector	sector	NOUN
spir-11249	24	9	organisations	organisation	NOUN
spir-11249	24	10	causing	cause	VERB
spir-11249	24	11	direct	direct	ADJ
spir-11249	24	12	material	material	NOUN
spir-11249	24	13	harms	harm	VERB
spir-11249	24	14	due	due	ADJ
spir-11249	24	15	to	to	ADP
spir-11249	24	16	(	(	PUNCT
spir-11249	24	17	for	for	ADP
spir-11249	24	18	example	example	NOUN
spir-11249	24	19	)	)	PUNCT
spir-11249	24	20	issues	issue	NOUN
spir-11249	24	21	of	of	ADP
spir-11249	24	22	database	database	NOUN
spir-11249	24	23	bias	bias	NOUN
spir-11249	24	24	,	,	PUNCT
spir-11249	24	25	we	we	PRON
spir-11249	24	26	demonstrate	demonstrate	VERB
spir-11249	24	27	the	the	DET
spir-11249	24	28	discursive	discursive	ADJ
spir-11249	24	29	harms	harm	NOUN
spir-11249	24	30	and	and	CCONJ
spir-11249	24	31	obfuscatory	obfuscatory	ADJ
spir-11249	24	32	practices	practice	NOUN
spir-11249	24	33	involved	involve	VERB
spir-11249	24	34	in	in	ADP
spir-11249	24	35	even	even	ADV
spir-11249	24	36	a	a	DET
spir-11249	24	37	supposedly	supposedly	ADV
spir-11249	24	38	“	"	PUNCT
spir-11249	24	39	public	public	ADJ
spir-11249	24	40	”	"	PUNCT
spir-11249	24	41	research	research	NOUN
spir-11249	24	42	project	project	NOUN
spir-11249	24	43	.	.	PUNCT
spir-11249	25	1	further	far	ADV
spir-11249	25	2	,	,	PUNCT
spir-11249	25	3	we	we	PRON
spir-11249	25	4	attend	attend	VERB
spir-11249	25	5	to	to	ADP
spir-11249	25	6	the	the	DET
spir-11249	25	7	cost	cost	NOUN
spir-11249	25	8	borne	bear	VERB
spir-11249	25	9	by	by	ADP
spir-11249	25	10	researchers	researcher	NOUN
spir-11249	25	11	undertaking	undertake	VERB
spir-11249	25	12	audits	audits	NOUN
spir-11249	25	13	of	of	ADP
spir-11249	25	14	violent	violent	ADJ
spir-11249	25	15	systems	system	NOUN
spir-11249	25	16	audits	audit	NOUN
spir-11249	25	17	that	that	PRON
spir-11249	25	18	frequently	frequently	ADV
spir-11249	25	19	require	require	VERB
spir-11249	25	20	close	close	ADJ
spir-11249	25	21	encounters	encounter	NOUN
spir-11249	25	22	with	with	ADP
spir-11249	25	23	that	that	DET
spir-11249	25	24	violence	violence	NOUN
spir-11249	25	25	.	.	PUNCT
spir-11249	26	1	we	we	PRON
spir-11249	26	2	argue	argue	VERB
spir-11249	26	3	from	from	ADP
spir-11249	26	4	this	this	PRON
spir-11249	26	5	that	that	SCONJ
spir-11249	26	6	conversations	conversation	NOUN
spir-11249	26	7	around	around	ADP
spir-11249	26	8	algorithmic	algorithmic	ADJ
spir-11249	26	9	accountability	accountability	NOUN
spir-11249	26	10	must	must	AUX
spir-11249	26	11	take	take	VERB
spir-11249	26	12	a	a	DET
spir-11249	26	13	more	more	ADV
spir-11249	26	14	systemic	systemic	ADJ
spir-11249	26	15	and	and	CCONJ
spir-11249	26	16	reflective	reflective	ADJ
spir-11249	26	17	view	view	NOUN
spir-11249	26	18	,	,	PUNCT
spir-11249	26	19	recognising	recognise	VERB
spir-11249	26	20	not	not	PART
spir-11249	26	21	only	only	ADV
spir-11249	26	22	idealised	idealised	ADJ
spir-11249	26	23	accountability	accountability	NOUN
spir-11249	26	24	processes	process	NOUN
spir-11249	26	25	but	but	CCONJ
spir-11249	26	26	the	the	DET
spir-11249	26	27	complex	complex	ADJ
spir-11249	26	28	and	and	CCONJ
spir-11249	26	29	very	very	ADV
spir-11249	26	30	human	human	ADJ
spir-11249	26	31	failures	failure	NOUN
spir-11249	26	32	contained	contain	VERB
spir-11249	26	33	within	within	ADP
spir-11249	26	34	them	they	PRON
spir-11249	26	35	in	in	ADP
spir-11249	26	36	practice	practice	NOUN
spir-11249	26	37	,	,	PUNCT
spir-11249	26	38	and	and	CCONJ
spir-11249	26	39	the	the	DET
spir-11249	26	40	affective	affective	NOUN
spir-11249	26	41	cost	cost	NOUN
spir-11249	26	42	that	that	SCONJ
spir-11249	26	43	(	(	PUNCT
spir-11249	26	44	frequently	frequently	ADV
spir-11249	26	45	,	,	PUNCT
spir-11249	26	46	marginalised	marginalise	VERB
spir-11249	26	47	)	)	PUNCT
spir-11249	26	48	auditors	auditor	NOUN
spir-11249	26	49	take	take	VERB
spir-11249	26	50	on	on	ADP
spir-11249	26	51	by	by	ADP
spir-11249	26	52	seeking	seek	VERB
spir-11249	26	53	to	to	PART
spir-11249	26	54	surface	surface	VERB
spir-11249	26	55	harms	harm	NOUN
spir-11249	26	56	in	in	ADP
spir-11249	26	57	this	this	DET
spir-11249	26	58	space	space	NOUN
spir-11249	26	59	.	.	PUNCT
spir-11249	27	1	references	reference	NOUN
spir-11249	27	2	cooky	cooky	PROPN
spir-11249	27	3	,	,	PUNCT
spir-11249	27	4	c.	c.	NOUN
spir-11249	27	5	,	,	PUNCT
spir-11249	27	6	linabery	linabery	NOUN
spir-11249	27	7	,	,	PUNCT
spir-11249	27	8	j.	j.	PROPN
spir-11249	27	9	r.	r.	PROPN
spir-11249	27	10	,	,	PUNCT
spir-11249	27	11	&	&	CCONJ
spir-11249	27	12	corple	corple	PROPN
spir-11249	27	13	,	,	PUNCT
spir-11249	27	14	d.	d.	PROPN
spir-11249	27	15	j.	j.	PROPN
spir-11249	27	16	(	(	PUNCT
spir-11249	27	17	2018	2018	NUM
spir-11249	27	18	)	)	PUNCT
spir-11249	27	19	.	.	PUNCT
spir-11249	28	1	navigating	navigate	VERB
spir-11249	28	2	big	big	ADJ
spir-11249	28	3	data	datum	NOUN
spir-11249	28	4	dilemmas	dilemma	NOUN
spir-11249	28	5	:	:	PUNCT
spir-11249	28	6	feminist	feminist	PROPN
spir-11249	28	7	holistic	holistic	ADJ
spir-11249	28	8	reflexivity	reflexivity	NOUN
spir-11249	28	9	in	in	ADP
spir-11249	28	10	social	social	ADJ
spir-11249	28	11	media	medium	NOUN
spir-11249	28	12	research	research	NOUN
spir-11249	28	13	.	.	PUNCT
spir-11249	29	1	big	big	ADJ
spir-11249	29	2	data	datum	NOUN
spir-11249	29	3	&	&	CCONJ
spir-11249	29	4	society	society	NOUN
spir-11249	29	5	.	.	PUNCT
spir-11249	30	1	dencik	dencik	PROPN
spir-11249	30	2	,	,	PUNCT
spir-11249	30	3	l.	l.	PROPN
spir-11249	30	4	,	,	PUNCT
spir-11249	30	5	jansen	jansen	PROPN
spir-11249	30	6	,	,	PUNCT
spir-11249	30	7	f.	f.	PROPN
spir-11249	30	8	,	,	PUNCT
spir-11249	30	9	&	&	CCONJ
spir-11249	30	10	metcalfe	metcalfe	PROPN
spir-11249	30	11	,	,	PUNCT
spir-11249	30	12	p.	p.	NOUN
spir-11249	30	13	(	(	PUNCT
spir-11249	30	14	2018	2018	NUM
spir-11249	30	15	,	,	PUNCT
spir-11249	30	16	august	august	PROPN
spir-11249	30	17	30	30	NUM
spir-11249	30	18	)	)	PUNCT
spir-11249	30	19	.	.	PUNCT
spir-11249	31	1	a	a	DET
spir-11249	31	2	conceptual	conceptual	ADJ
spir-11249	31	3	framework	framework	NOUN
spir-11249	31	4	for	for	ADP
spir-11249	31	5	approaching	approach	VERB
spir-11249	31	6	social	social	ADJ
spir-11249	31	7	justice	justice	NOUN
spir-11249	31	8	in	in	ADP
spir-11249	31	9	an	an	DET
spir-11249	31	10	age	age	NOUN
spir-11249	31	11	of	of	ADP
spir-11249	31	12	datafication	datafication	NOUN
spir-11249	31	13	.	.	PUNCT
spir-11249	32	1	datajustice	datajustice	PROPN
spir-11249	32	2	project	project	NOUN
spir-11249	32	3	.	.	PUNCT
spir-11249	33	1	retrieved	retrieve	VERB
spir-11249	33	2	from	from	ADP
spir-11249	33	3	https://datajusticeproject.net/2018/08/30/a-conceptual-framework-for-approachingsocial-justice-in-an-age-of-datafication	https://datajusticeproject.net/2018/08/30/a-conceptual-framework-for-approachingsocial-justice-in-an-age-of-datafication	PROPN
spir-11249	33	4	haimson	haimson	PROPN
spir-11249	33	5	,	,	PUNCT
spir-11249	33	6	o.l	o.l	PROPN
spir-11249	33	7	.	.	PROPN
spir-11249	33	8	,	,	PUNCT
spir-11249	33	9	dame	dame	NOUN
spir-11249	33	10	-	-	PUNCT
spir-11249	33	11	griff	griff	PROPN
spir-11249	33	12	,	,	PUNCT
spir-11249	33	13	a.	a.	PROPN
spir-11249	33	14	,	,	PUNCT
spir-11249	33	15	capello	capello	PROPN
spir-11249	33	16	,	,	PUNCT
spir-11249	33	17	e.	e.	PROPN
spir-11249	33	18	&	&	CCONJ
spir-11249	33	19	richter	richter	PROPN
spir-11249	33	20	,	,	PUNCT
spir-11249	33	21	z.	z.	PROPN
spir-11249	33	22	(	(	PUNCT
spir-11249	33	23	2019	2019	NUM
spir-11249	33	24	)	)	PUNCT
spir-11249	33	25	.	.	PUNCT
spir-11249	34	1	tumblr	tumblr	PROPN
spir-11249	34	2	was	be	AUX
spir-11249	34	3	a	a	DET
spir-11249	34	4	trans	trans	X
spir-11249	34	5	technology	technology	NOUN
spir-11249	34	6	:	:	PUNCT
spir-11249	34	7	the	the	DET
spir-11249	34	8	meaning	meaning	NOUN
spir-11249	34	9	,	,	PUNCT
spir-11249	34	10	importance	importance	NOUN
spir-11249	34	11	,	,	PUNCT
spir-11249	34	12	history	history	NOUN
spir-11249	34	13	,	,	PUNCT
spir-11249	34	14	and	and	CCONJ
spir-11249	34	15	future	future	NOUN
spir-11249	34	16	of	of	ADP
spir-11249	34	17	trans	trans	PROPN
spir-11249	34	18	technologies	technology	NOUN
spir-11249	34	19	,	,	PUNCT
spir-11249	34	20	feminist	feminist	ADJ
spir-11249	34	21	media	medium	NOUN
spir-11249	34	22	studies	study	NOUN
spir-11249	34	23	.	.	PUNCT
spir-11249	35	1	doi	doi	NOUN
spir-11249	35	2	:	:	PUNCT
spir-11249	35	3	10.1080/14680777.2019.1678505	10.1080/14680777.2019.1678505	NUM
spir-11249	35	4	hoffmann	hoffmann	PROPN
spir-11249	35	5	,	,	PUNCT
spir-11249	35	6	anna	anna	PROPN
spir-11249	35	7	lauren	lauren	PROPN
spir-11249	35	8	.	.	PUNCT
spir-11249	36	1	(	(	PUNCT
spir-11249	36	2	2019	2019	NUM
spir-11249	36	3	)	)	PUNCT
spir-11249	36	4	.	.	PUNCT
spir-11249	37	1	"	"	PUNCT
spir-11249	37	2	where	where	SCONJ
spir-11249	37	3	fairness	fairness	NOUN
spir-11249	37	4	fails	fail	VERB
spir-11249	37	5	:	:	PUNCT
spir-11249	37	6	data	datum	NOUN
spir-11249	37	7	,	,	PUNCT
spir-11249	37	8	algorithms	algorithm	NOUN
spir-11249	37	9	,	,	PUNCT
spir-11249	37	10	and	and	CCONJ
spir-11249	37	11	the	the	DET
spir-11249	37	12	limits	limit	NOUN
spir-11249	37	13	of	of	ADP
spir-11249	37	14	antidiscrimination	antidiscrimination	NOUN
spir-11249	37	15	discourse	discourse	NOUN
spir-11249	37	16	.	.	PUNCT
spir-11249	37	17	"	"	PUNCT
spir-11249	38	1	information	information	NOUN
spir-11249	38	2	,	,	PUNCT
spir-11249	38	3	communication	communication	NOUN
spir-11249	38	4	&	&	CCONJ
spir-11249	38	5	society	society	NOUN
spir-11249	38	6	22.7	22.7	NUM
spir-11249	38	7	:	:	PUNCT
spir-11249	38	8	900	900	NUM
spir-11249	38	9	-	-	SYM
spir-11249	38	10	915	915	NUM
spir-11249	38	11	.	.	PUNCT
spir-11249	39	1	horak	horak	PROPN
spir-11249	39	2	,	,	PUNCT
spir-11249	39	3	l.	l.	PROPN
spir-11249	39	4	(	(	PUNCT
spir-11249	39	5	2014	2014	NUM
spir-11249	39	6	)	)	PUNCT
spir-11249	39	7	.	.	PUNCT
spir-11249	40	1	trans	trans	PROPN
spir-11249	40	2	on	on	ADP
spir-11249	40	3	youtube	youtube	NOUN
spir-11249	40	4	:	:	PUNCT
spir-11249	40	5	intimacy	intimacy	NOUN
spir-11249	40	6	,	,	PUNCT
spir-11249	40	7	visibility	visibility	NOUN
spir-11249	40	8	,	,	PUNCT
spir-11249	40	9	temporality	temporality	NOUN
spir-11249	40	10	.	.	PUNCT
spir-11249	41	1	tsq	tsq	NOUN
spir-11249	41	2	:	:	PUNCT
spir-11249	41	3	transgender	transgender	NOUN
spir-11249	41	4	studies	study	NOUN
spir-11249	41	5	quarterly	quarterly	ADV
spir-11249	41	6	,	,	PUNCT
spir-11249	41	7	1(4	1(4	NUM
spir-11249	41	8	)	)	PUNCT
spir-11249	41	9	,	,	PUNCT
spir-11249	41	10	572	572	NUM
spir-11249	41	11	585	585	NUM
spir-11249	41	12	.	.	PUNCT
spir-11249	42	1	kerssens	kerssen	NOUN
spir-11249	42	2	,	,	PUNCT
spir-11249	42	3	niels	niel	NOUN
spir-11249	42	4	.	.	PUNCT
spir-11249	43	1	(	(	PUNCT
spir-11249	43	2	2019	2019	NUM
spir-11249	43	3	)	)	PUNCT
spir-11249	43	4	.	.	PUNCT
spir-11249	44	1	"	"	PUNCT
spir-11249	44	2	de	de	X
spir-11249	44	3	-	-	ADJ
spir-11249	44	4	agentializing	agentialize	VERB
spir-11249	44	5	data	datum	NOUN
spir-11249	44	6	practices	practice	NOUN
spir-11249	44	7	:	:	PUNCT
spir-11249	44	8	the	the	DET
spir-11249	44	9	shifting	shift	VERB
spir-11249	44	10	power	power	NOUN
spir-11249	44	11	of	of	ADP
spir-11249	44	12	metaphor	metaphor	NOUN
spir-11249	44	13	in	in	ADP
spir-11249	44	14	1990s	1990	NOUN
spir-11249	44	15	discourses	discourse	NOUN
spir-11249	44	16	on	on	ADP
spir-11249	44	17	data	datum	NOUN
spir-11249	44	18	mining	mining	NOUN
spir-11249	44	19	.	.	PUNCT
spir-11249	44	20	"	"	PUNCT
spir-11249	45	1	journal	journal	NOUN
spir-11249	45	2	of	of	ADP
spir-11249	45	3	cultural	cultural	ADJ
spir-11249	45	4	analytics	analytic	NOUN
spir-11249	45	5	:	:	PUNCT
spir-11249	45	6	1	1	NUM
spir-11249	45	7	-	-	SYM
spir-11249	45	8	26	26	NUM
spir-11249	45	9	.	.	PUNCT
spir-11249	46	1	kitchin	kitchin	PROPN
spir-11249	46	2	,	,	PUNCT
spir-11249	46	3	rob	rob	PROPN
spir-11249	46	4	.	.	PUNCT
spir-11249	47	1	(	(	PUNCT
spir-11249	47	2	2017	2017	NUM
spir-11249	47	3	)	)	PUNCT
spir-11249	47	4	.	.	PUNCT
spir-11249	48	1	"	"	PUNCT
spir-11249	48	2	thinking	think	VERB
spir-11249	48	3	critically	critically	ADV
spir-11249	48	4	about	about	ADP
spir-11249	48	5	and	and	CCONJ
spir-11249	48	6	researching	research	VERB
spir-11249	48	7	algorithms	algorithm	NOUN
spir-11249	48	8	.	.	PUNCT
spir-11249	48	9	"	"	PUNCT
spir-11249	49	1	information	information	NOUN
spir-11249	49	2	,	,	PUNCT
spir-11249	49	3	communication	communication	NOUN
spir-11249	49	4	&	&	CCONJ
spir-11249	49	5	society	society	NOUN
spir-11249	49	6	20.1	20.1	NUM
spir-11249	49	7	:	:	PUNCT
spir-11249	49	8	14	14	NUM
spir-11249	49	9	-	-	SYM
spir-11249	49	10	29	29	NUM
spir-11249	49	11	.	.	PUNCT
spir-11249	50	1	mahalingam	mahalingam	PROPN
spir-11249	50	2	,	,	PUNCT
spir-11249	50	3	gayathri	gayathri	PROPN
spir-11249	50	4	,	,	PUNCT
spir-11249	50	5	and	and	CCONJ
spir-11249	50	6	karl	karl	PROPN
spir-11249	50	7	ricanek	ricanek	PROPN
spir-11249	50	8	.	.	PUNCT
spir-11249	51	1	(	(	PUNCT
spir-11249	51	2	2013	2013	NUM
spir-11249	51	3	)	)	PUNCT
spir-11249	51	4	.	.	PUNCT
spir-11249	52	1	"	"	PUNCT
spir-11249	52	2	is	be	AUX
spir-11249	52	3	the	the	DET
spir-11249	52	4	eye	eye	NOUN
spir-11249	52	5	region	region	NOUN
spir-11249	52	6	more	more	ADV
spir-11249	52	7	reliable	reliable	ADJ
spir-11249	52	8	than	than	ADP
spir-11249	52	9	the	the	DET
spir-11249	52	10	face	face	NOUN
spir-11249	52	11	?	?	PUNCT
spir-11249	53	1	a	a	DET
spir-11249	53	2	preliminary	preliminary	ADJ
spir-11249	53	3	study	study	NOUN
spir-11249	53	4	of	of	ADP
spir-11249	53	5	face	face	NOUN
spir-11249	53	6	-	-	PUNCT
spir-11249	53	7	based	base	VERB
spir-11249	53	8	recognition	recognition	NOUN
spir-11249	53	9	on	on	ADP
spir-11249	53	10	a	a	DET
spir-11249	53	11	transgender	transgender	NOUN
spir-11249	53	12	dataset	dataset	NOUN
spir-11249	53	13	.	.	PUNCT
spir-11249	53	14	"	"	PUNCT
spir-11249	54	1	2013	2013	NUM
spir-11249	54	2	ieee	ieee	NOUN
spir-11249	54	3	sixth	sixth	ADJ
spir-11249	54	4	international	international	ADJ
spir-11249	54	5	conference	conference	NOUN
spir-11249	54	6	on	on	ADP
spir-11249	54	7	biometrics	biometric	NOUN
spir-11249	54	8	:	:	PUNCT
spir-11249	54	9	theory	theory	NOUN
spir-11249	54	10	,	,	PUNCT
spir-11249	54	11	applications	application	NOUN
spir-11249	54	12	and	and	CCONJ
spir-11249	54	13	systems	system	NOUN
spir-11249	54	14	(	(	PUNCT
spir-11249	54	15	btas	btas	PROPN
spir-11249	54	16	)	)	PUNCT
spir-11249	54	17	..	..	PUNCT
spir-11249	55	1	neyland	neyland	PROPN
spir-11249	55	2	,	,	PUNCT
spir-11249	55	3	daniel	daniel	PROPN
spir-11249	55	4	.	.	PUNCT
spir-11249	56	1	(	(	PUNCT
spir-11249	56	2	2016	2016	NUM
spir-11249	56	3	)	)	PUNCT
spir-11249	56	4	.	.	PUNCT
spir-11249	57	1	"	"	PUNCT
spir-11249	57	2	bearing	bear	VERB
spir-11249	57	3	account	account	NOUN
spir-11249	57	4	-	-	PUNCT
spir-11249	57	5	able	able	ADJ
spir-11249	57	6	witness	witness	NOUN
spir-11249	57	7	to	to	ADP
spir-11249	57	8	the	the	DET
spir-11249	57	9	ethical	ethical	ADJ
spir-11249	57	10	algorithmic	algorithmic	ADJ
spir-11249	57	11	system	system	NOUN
spir-11249	57	12	.	.	PUNCT
spir-11249	57	13	"	"	PUNCT
spir-11249	58	1	science	science	NOUN
spir-11249	58	2	,	,	PUNCT
spir-11249	58	3	technology	technology	NOUN
spir-11249	58	4	,	,	PUNCT
spir-11249	58	5	&	&	CCONJ
spir-11249	58	6	human	human	ADJ
spir-11249	58	7	values	value	NOUN
spir-11249	58	8	41.1	41.1	NUM
spir-11249	58	9	:	:	PUNCT
spir-11249	58	10	50	50	NUM
spir-11249	58	11	-	-	SYM
spir-11249	58	12	76	76	NUM
spir-11249	58	13	.	.	PUNCT
spir-11249	59	1	seaver	seaver	PROPN
spir-11249	59	2	,	,	PUNCT
spir-11249	59	3	nick	nick	PROPN
spir-11249	59	4	.	.	PUNCT
spir-11249	60	1	(	(	PUNCT
spir-11249	60	2	2017	2017	NUM
spir-11249	60	3	)	)	PUNCT
spir-11249	60	4	"	"	PUNCT
spir-11249	60	5	algorithms	algorithm	NOUN
spir-11249	60	6	as	as	ADP
spir-11249	60	7	culture	culture	NOUN
spir-11249	60	8	:	:	PUNCT
spir-11249	60	9	some	some	DET
spir-11249	60	10	tactics	tactic	NOUN
spir-11249	60	11	for	for	ADP
spir-11249	60	12	the	the	DET
spir-11249	60	13	ethnography	ethnography	NOUN
spir-11249	60	14	of	of	ADP
spir-11249	60	15	algorithmic	algorithmic	ADJ
spir-11249	60	16	systems	system	NOUN
spir-11249	60	17	.	.	PUNCT
spir-11249	60	18	"	"	PUNCT
spir-11249	61	1	big	big	ADJ
spir-11249	61	2	data	datum	NOUN
spir-11249	61	3	&	&	CCONJ
spir-11249	61	4	society	society	NOUN
spir-11249	61	5	4.2	4.2	NUM
spir-11249	61	6	.	.	PUNCT
spir-11249	61	7	pohjanen	pohjanen	PROPN
spir-11249	61	8	,	,	PUNCT
spir-11249	61	9	a.	a.	NOUN
spir-11249	61	10	m.	m.	NOUN
spir-11249	61	11	,	,	PUNCT
spir-11249	61	12	and	and	CCONJ
spir-11249	61	13	kortelainen	kortelainen	PROPN
spir-11249	61	14	,	,	PUNCT
spir-11249	61	15	t.	t.	PROPN
spir-11249	61	16	a.	a.	NOUN
spir-11249	61	17	m.	m.	NOUN
spir-11249	61	18	(	(	PUNCT
spir-11249	61	19	2016	2016	NUM
spir-11249	61	20	)	)	PUNCT
spir-11249	61	21	.	.	PUNCT
spir-11249	62	1	transgender	transgender	NOUN
spir-11249	62	2	information	information	NOUN
spir-11249	62	3	behavior	behavior	NOUN
spir-11249	62	4	.	.	PUNCT
spir-11249	63	1	journal	journal	PROPN
spir-11249	63	2	of	of	ADP
spir-11249	63	3	documentation	documentation	NOUN
spir-11249	63	4	,	,	PUNCT
spir-11249	63	5	72	72	NUM
spir-11249	63	6	(	(	PUNCT
spir-11249	63	7	1	1	NUM
spir-11249	63	8	)	)	PUNCT
spir-11249	63	9	,	,	PUNCT
spir-11249	63	10	172	172	NUM
spir-11249	63	11	-	-	SYM
spir-11249	63	12	190	190	NUM
spir-11249	63	13	.	.	PUNCT
spir-11249	64	1	raji	raji	PROPN
spir-11249	64	2	,	,	PUNCT
spir-11249	64	3	inioluwa	inioluwa	PROPN
spir-11249	64	4	deborah	deborah	PROPN
spir-11249	64	5	,	,	PUNCT
spir-11249	64	6	et	et	PROPN
spir-11249	64	7	al	al	PROPN
spir-11249	64	8	.	.	PROPN
spir-11249	64	9	(	(	PUNCT
spir-11249	64	10	2020	2020	NUM
spir-11249	64	11	)	)	PUNCT
spir-11249	64	12	.	.	PUNCT
spir-11249	65	1	"	"	PUNCT
spir-11249	65	2	closing	close	VERB
spir-11249	65	3	the	the	DET
spir-11249	65	4	ai	ai	NOUN
spir-11249	65	5	accountability	accountability	NOUN
spir-11249	65	6	gap	gap	NOUN
spir-11249	65	7	:	:	PUNCT
spir-11249	65	8	defining	define	VERB
spir-11249	65	9	an	an	DET
spir-11249	65	10	end	end	NOUN
spir-11249	65	11	-	-	PUNCT
spir-11249	65	12	to	to	ADP
spir-11249	65	13	-	-	PUNCT
spir-11249	65	14	end	end	NOUN
spir-11249	65	15	framework	framework	NOUN
spir-11249	65	16	for	for	ADP
spir-11249	65	17	internal	internal	ADJ
spir-11249	65	18	algorithmic	algorithmic	ADJ
spir-11249	65	19	auditing	auditing	NOUN
spir-11249	65	20	”	"	PUNCT
spir-11249	65	21	.	.	PUNCT
spir-11249	66	1	in	in	ADP
spir-11249	66	2	proceedings	proceeding	NOUN
spir-11249	66	3	of	of	ADP
spir-11249	66	4	the	the	DET
spir-11249	66	5	2020	2020	NUM
spir-11249	66	6	conference	conference	NOUN
spir-11249	66	7	on	on	ADP
spir-11249	66	8	fairness	fairness	NOUN
spir-11249	66	9	,	,	PUNCT
spir-11249	66	10	accountability	accountability	NOUN
spir-11249	66	11	,	,	PUNCT
spir-11249	66	12	and	and	CCONJ
spir-11249	66	13	transparency	transparency	NOUN
spir-11249	66	14	(	(	PUNCT
spir-11249	66	15	fat	fat	NOUN
spir-11249	66	16	*	*	PUNCT
spir-11249	66	17	’	'	PUNCT
spir-11249	66	18	20	20	NUM
spir-11249	66	19	)	)	PUNCT
spir-11249	66	20	.	.	PUNCT
spir-11249	67	1	association	association	NOUN
spir-11249	67	2	for	for	ADP
spir-11249	67	3	computing	compute	VERB
spir-11249	67	4	machinery	machinery	NOUN
spir-11249	67	5	,	,	PUNCT
spir-11249	67	6	new	new	PROPN
spir-11249	67	7	york	york	PROPN
spir-11249	67	8	,	,	PUNCT
spir-11249	67	9	ny	ny	PROPN
spir-11249	67	10	,	,	PUNCT
spir-11249	67	11	usa	usa	PROPN
spir-11249	67	12	,	,	PUNCT
spir-11249	67	13	33–44	33–44	PROPN
spir-11249	67	14	.	.	PUNCT
spir-11249	68	1	vincent	vincent	PROPN
spir-11249	68	2	,	,	PUNCT
spir-11249	68	3	james	james	PROPN
spir-11249	68	4	(	(	PUNCT
spir-11249	68	5	2017	2017	NUM
spir-11249	68	6	)	)	PUNCT
spir-11249	68	7	.	.	PUNCT
spir-11249	69	1	“	"	PUNCT
spir-11249	69	2	transgender	transgender	NOUN
spir-11249	69	3	youtubers	youtuber	NOUN
spir-11249	69	4	had	have	VERB
spir-11249	69	5	their	their	PRON
spir-11249	69	6	videos	video	NOUN
spir-11249	69	7	grabbed	grab	VERB
spir-11249	69	8	to	to	PART
spir-11249	69	9	train	train	VERB
spir-11249	69	10	facial	facial	ADJ
spir-11249	69	11	recognition	recognition	NOUN
spir-11249	69	12	software	software	NOUN
spir-11249	69	13	”	"	PUNCT
spir-11249	69	14	.	.	PUNCT
spir-11249	70	1	the	the	DET
spir-11249	70	2	verge	verge	NOUN
spir-11249	70	3	.	.	PUNCT
spir-11249	70	4	retrieved	retrieve	VERB
spir-11249	70	5	from	from	ADP
spir-11249	70	6	https://www.theverge.com/2017/8/22/16180080/transgender-youtubers-ai-facialrecognition-dataset	https://www.theverge.com/2017/8/22/16180080/transgender-youtubers-ai-facialrecognition-dataset	NOUN
spir-11249	70	7	zimmer	zimmer	PROPN
spir-11249	70	8	,	,	PUNCT
spir-11249	70	9	michael	michael	PROPN
spir-11249	70	10	.	.	PUNCT
spir-11249	70	11	(	(	PUNCT
spir-11249	70	12	2010	2010	NUM
spir-11249	70	13	)	)	PUNCT
spir-11249	70	14	.	.	PUNCT
spir-11249	71	1	"	"	PUNCT
spir-11249	71	2	“	"	PUNCT
spir-11249	71	3	but	but	CCONJ
spir-11249	71	4	the	the	DET
spir-11249	71	5	data	data	NOUN
spir-11249	71	6	is	be	AUX
spir-11249	71	7	already	already	ADV
spir-11249	71	8	public	public	ADJ
spir-11249	71	9	”	"	PUNCT
spir-11249	71	10	:	:	PUNCT
spir-11249	71	11	on	on	ADP
spir-11249	71	12	the	the	DET
spir-11249	71	13	ethics	ethic	NOUN
spir-11249	71	14	of	of	ADP
spir-11249	71	15	research	research	NOUN
spir-11249	71	16	in	in	ADP
spir-11249	71	17	facebook	facebook	PROPN
spir-11249	71	18	.	.	PUNCT
spir-11249	71	19	"	"	PUNCT
spir-11249	72	1	ethics	ethic	NOUN
spir-11249	72	2	and	and	CCONJ
spir-11249	72	3	information	information	NOUN
spir-11249	72	4	technology	technology	NOUN
spir-11249	72	5	12.4	12.4	NUM
spir-11249	72	6	:	:	PUNCT
spir-11249	72	7	313	313	NUM
spir-11249	72	8	-	-	SYM
spir-11249	72	9	325	325	NUM
spir-11249	72	10	.	.	PUNCT