id	sid	tid	token	lemma	pos
spir-10483	1	1	aoir	aoir	NOUN
spir-10483	1	2	2018	2018	NUM
spir-10483	1	3	fat	fat	NOUN
spir-10483	1	4	platforms	platform	NOUN
spir-10483	1	5	selected	select	VERB
spir-10483	1	6	papers	paper	NOUN
spir-10483	1	7	of	of	ADP
spir-10483	1	8	#	#	SYM
spir-10483	1	9	aoir2018	aoir2018	NOUN
spir-10483	1	10	:	:	PUNCT
spir-10483	1	11	the	the	DET
spir-10483	1	12	19th	19th	ADJ
spir-10483	1	13	annual	annual	ADJ
spir-10483	1	14	conference	conference	NOUN
spir-10483	1	15	of	of	ADP
spir-10483	1	16	the	the	DET
spir-10483	1	17	association	association	NOUN
spir-10483	1	18	of	of	ADP
spir-10483	1	19	internet	internet	NOUN
spir-10483	1	20	researchers	researcher	NOUN
spir-10483	1	21	montréal	montréal	PROPN
spir-10483	1	22	,	,	PUNCT
spir-10483	1	23	canada	canada	PROPN
spir-10483	1	24	/	/	SYM
spir-10483	1	25	10	10	NUM
spir-10483	1	26	-	-	SYM
spir-10483	1	27	13	13	NUM
spir-10483	1	28	october	october	PROPN
spir-10483	1	29	2018	2018	NUM
spir-10483	1	30	towards	towards	ADP
spir-10483	1	31	fairness	fairness	NOUN
spir-10483	1	32	,	,	PUNCT
spir-10483	1	33	accountability	accountability	NOUN
spir-10483	1	34	,	,	PUNCT
spir-10483	1	35	and	and	CCONJ
spir-10483	1	36	transparency	transparency	NOUN
spir-10483	1	37	in	in	ADP
spir-10483	1	38	platform	platform	NOUN
spir-10483	1	39	governance	governance	NOUN
spir-10483	1	40	robert	robert	PROPN
spir-10483	1	41	gorwa	gorwa	PROPN
spir-10483	1	42	university	university	PROPN
spir-10483	1	43	of	of	ADP
spir-10483	1	44	oxford	oxford	PROPN
spir-10483	1	45	background	background	NOUN
spir-10483	1	46	algorithms	algorithm	NOUN
spir-10483	1	47	,	,	PUNCT
spir-10483	1	48	especially	especially	ADV
spir-10483	1	49	those	those	PRON
spir-10483	1	50	of	of	ADP
spir-10483	1	51	the	the	DET
spir-10483	1	52	machine	machine	NOUN
spir-10483	1	53	learning	learn	VERB
spir-10483	1	54	variety	variety	NOUN
spir-10483	1	55	,	,	PUNCT
spir-10483	1	56	are	be	AUX
spir-10483	1	57	playing	play	VERB
spir-10483	1	58	an	an	DET
spir-10483	1	59	increasingly	increasingly	ADV
spir-10483	1	60	significant	significant	ADJ
spir-10483	1	61	role	role	NOUN
spir-10483	1	62	in	in	ADP
spir-10483	1	63	modern	modern	ADJ
spir-10483	1	64	life	life	NOUN
spir-10483	1	65	.	.	PUNCT
spir-10483	2	1	billions	billion	NOUN
spir-10483	2	2	of	of	ADP
spir-10483	2	3	people	people	NOUN
spir-10483	2	4	interact	interact	VERB
spir-10483	2	5	every	every	DET
spir-10483	2	6	day	day	NOUN
spir-10483	2	7	with	with	ADP
spir-10483	2	8	complex	complex	ADJ
spir-10483	2	9	algorithmic	algorithmic	ADJ
spir-10483	2	10	systems	system	NOUN
spir-10483	2	11	like	like	ADP
spir-10483	2	12	google	google	PROPN
spir-10483	2	13	’s	’s	PART
spir-10483	2	14	search	search	NOUN
spir-10483	2	15	engine	engine	NOUN
spir-10483	2	16	(	(	PUNCT
spir-10483	2	17	pagerank	pagerank	NOUN
spir-10483	2	18	)	)	PUNCT
spir-10483	2	19	or	or	CCONJ
spir-10483	2	20	facebook	facebook	PROPN
spir-10483	2	21	’s	’s	PART
spir-10483	2	22	news	news	NOUN
spir-10483	2	23	feed	feed	NOUN
spir-10483	2	24	(	(	PUNCT
spir-10483	2	25	edgerank	edgerank	NOUN
spir-10483	2	26	)	)	PUNCT
spir-10483	2	27	,	,	PUNCT
spir-10483	2	28	and	and	CCONJ
spir-10483	2	29	algorithmic	algorithmic	ADJ
spir-10483	2	30	decision	decision	NOUN
spir-10483	2	31	-	-	PUNCT
spir-10483	2	32	making	making	NOUN
spir-10483	2	33	is	be	AUX
spir-10483	2	34	now	now	ADV
spir-10483	2	35	being	be	AUX
spir-10483	2	36	deployed	deploy	VERB
spir-10483	2	37	in	in	ADP
spir-10483	2	38	high	high	ADJ
spir-10483	2	39	-	-	PUNCT
spir-10483	2	40	stakes	stake	NOUN
spir-10483	2	41	domains	domain	NOUN
spir-10483	2	42	such	such	ADJ
spir-10483	2	43	as	as	ADP
spir-10483	2	44	policing	policing	NOUN
spir-10483	2	45	,	,	PUNCT
spir-10483	2	46	finance	finance	NOUN
spir-10483	2	47	,	,	PUNCT
spir-10483	2	48	and	and	CCONJ
spir-10483	2	49	healthcare	healthcare	NOUN
spir-10483	2	50	(	(	PUNCT
spir-10483	2	51	ananny	ananny	PROPN
spir-10483	2	52	&	&	CCONJ
spir-10483	2	53	crawford	crawford	PROPN
spir-10483	2	54	,	,	PUNCT
spir-10483	2	55	2016	2016	NUM
spir-10483	2	56	)	)	PUNCT
spir-10483	2	57	.	.	PUNCT
spir-10483	3	1	galvanized	galvanize	VERB
spir-10483	3	2	by	by	ADP
spir-10483	3	3	the	the	DET
spir-10483	3	4	constant	constant	ADJ
spir-10483	3	5	flow	flow	NOUN
spir-10483	3	6	of	of	ADP
spir-10483	3	7	“	"	PUNCT
spir-10483	3	8	algorithmic	algorithmic	ADJ
spir-10483	3	9	war	war	NOUN
spir-10483	3	10	stories	story	NOUN
spir-10483	3	11	”	"	PUNCT
spir-10483	3	12	that	that	PRON
spir-10483	3	13	illustrate	illustrate	VERB
spir-10483	3	14	how	how	SCONJ
spir-10483	3	15	bias	bias	NOUN
spir-10483	3	16	and	and	CCONJ
spir-10483	3	17	discrimination	discrimination	NOUN
spir-10483	3	18	can	can	AUX
spir-10483	3	19	be	be	AUX
spir-10483	3	20	exhibited	exhibit	VERB
spir-10483	3	21	by	by	ADP
spir-10483	3	22	these	these	DET
spir-10483	3	23	systems	system	NOUN
spir-10483	3	24	(	(	PUNCT
spir-10483	3	25	edwards	edwards	PROPN
spir-10483	3	26	&	&	CCONJ
spir-10483	3	27	veale	veale	PROPN
spir-10483	3	28	,	,	PUNCT
spir-10483	3	29	2017	2017	NUM
spir-10483	3	30	)	)	PUNCT
spir-10483	3	31	,	,	PUNCT
spir-10483	3	32	a	a	DET
spir-10483	3	33	growing	grow	VERB
spir-10483	3	34	community	community	NOUN
spir-10483	3	35	of	of	ADP
spir-10483	3	36	social	social	ADJ
spir-10483	3	37	and	and	CCONJ
spir-10483	3	38	computer	computer	NOUN
spir-10483	3	39	scientists	scientist	NOUN
spir-10483	3	40	has	have	AUX
spir-10483	3	41	been	be	AUX
spir-10483	3	42	working	work	VERB
spir-10483	3	43	to	to	PART
spir-10483	3	44	establish	establish	VERB
spir-10483	3	45	actionable	actionable	ADJ
spir-10483	3	46	frameworks	framework	NOUN
spir-10483	3	47	for	for	ADP
spir-10483	3	48	accountable	accountable	ADJ
spir-10483	3	49	algorithms	algorithm	NOUN
spir-10483	3	50	and	and	CCONJ
spir-10483	3	51	fair	fair	ADJ
spir-10483	3	52	machine	machine	NOUN
spir-10483	3	53	learning	learning	NOUN
spir-10483	3	54	,	,	PUNCT
spir-10483	3	55	often	often	ADV
spir-10483	3	56	summarized	summarize	VERB
spir-10483	3	57	as	as	ADP
spir-10483	3	58	fairness	fairness	NOUN
spir-10483	3	59	,	,	PUNCT
spir-10483	3	60	accountability	accountability	NOUN
spir-10483	3	61	,	,	PUNCT
spir-10483	3	62	and	and	CCONJ
spir-10483	3	63	transparency	transparency	NOUN
spir-10483	3	64	in	in	ADP
spir-10483	3	65	machine	machine	NOUN
spir-10483	3	66	learning	learning	NOUN
spir-10483	3	67	,	,	PUNCT
spir-10483	3	68	or	or	CCONJ
spir-10483	3	69	fat	fat	NOUN
spir-10483	3	70	-	-	PUNCT
spir-10483	3	71	ml	ml	NOUN
spir-10483	3	72	(	(	PUNCT
spir-10483	3	73	barocas	barocas	PROPN
spir-10483	3	74	&	&	CCONJ
spir-10483	3	75	selbst	selbst	PROPN
spir-10483	3	76	,	,	PUNCT
spir-10483	3	77	2016	2016	NUM
spir-10483	3	78	)	)	PUNCT
spir-10483	3	79	.	.	PUNCT
spir-10483	4	1	a	a	DET
spir-10483	4	2	similar	similar	ADJ
spir-10483	4	3	line	line	NOUN
spir-10483	4	4	of	of	ADP
spir-10483	4	5	research	research	NOUN
spir-10483	4	6	has	have	VERB
spir-10483	4	7	yet	yet	ADV
spir-10483	4	8	to	to	PART
spir-10483	4	9	be	be	AUX
spir-10483	4	10	pursued	pursue	VERB
spir-10483	4	11	in	in	ADP
spir-10483	4	12	the	the	DET
spir-10483	4	13	emerging	emerge	VERB
spir-10483	4	14	area	area	NOUN
spir-10483	4	15	of	of	ADP
spir-10483	4	16	platform	platform	NOUN
spir-10483	4	17	governance	governance	NOUN
spir-10483	4	18	,	,	PUNCT
spir-10483	4	19	a	a	DET
spir-10483	4	20	body	body	NOUN
spir-10483	4	21	of	of	ADP
spir-10483	4	22	work	work	NOUN
spir-10483	4	23	that	that	PRON
spir-10483	4	24	addresses	address	VERB
spir-10483	4	25	technology	technology	NOUN
spir-10483	4	26	“	"	PUNCT
spir-10483	4	27	platforms	platform	NOUN
spir-10483	4	28	”	"	PUNCT
spir-10483	4	29	as	as	ADP
spir-10483	4	30	socio	socio	NOUN
spir-10483	4	31	-	-	PUNCT
spir-10483	4	32	technical	technical	ADJ
spir-10483	4	33	systems	system	NOUN
spir-10483	4	34	and	and	CCONJ
spir-10483	4	35	political	political	ADJ
spir-10483	4	36	actors	actor	NOUN
spir-10483	4	37	that	that	PRON
spir-10483	4	38	engage	engage	VERB
spir-10483	4	39	in	in	ADP
spir-10483	4	40	private	private	ADJ
spir-10483	4	41	governance	governance	NOUN
spir-10483	4	42	(	(	PUNCT
spir-10483	4	43	gillespie	gillespie	PROPN
spir-10483	4	44	,	,	PUNCT
spir-10483	4	45	2017	2017	NUM
spir-10483	4	46	;	;	PUNCT
spir-10483	4	47	denardis	denardis	PROPN
spir-10483	4	48	&	&	CCONJ
spir-10483	4	49	hackl	hackl	PROPN
spir-10483	4	50	,	,	PUNCT
spir-10483	4	51	2015	2015	NUM
spir-10483	4	52	)	)	PUNCT
spir-10483	4	53	.	.	PUNCT
spir-10483	5	1	through	through	ADP
spir-10483	5	2	their	their	PRON
spir-10483	5	3	design	design	NOUN
spir-10483	5	4	decisions	decision	NOUN
spir-10483	5	5	,	,	PUNCT
spir-10483	5	6	terms	term	NOUN
spir-10483	5	7	of	of	ADP
spir-10483	5	8	service	service	NOUN
spir-10483	5	9	,	,	PUNCT
spir-10483	5	10	and	and	CCONJ
spir-10483	5	11	content	content	NOUN
spir-10483	5	12	policies	policy	NOUN
spir-10483	5	13	,	,	PUNCT
spir-10483	5	14	platforms	platform	NOUN
spir-10483	5	15	intervene	intervene	VERB
spir-10483	5	16	in	in	ADP
spir-10483	5	17	social	social	ADJ
spir-10483	5	18	and	and	CCONJ
spir-10483	5	19	political	political	ADJ
spir-10483	5	20	activity	activity	NOUN
spir-10483	5	21	(	(	PUNCT
spir-10483	5	22	gillespie	gillespie	NOUN
spir-10483	5	23	,	,	PUNCT
spir-10483	5	24	2015	2015	NUM
spir-10483	5	25	)	)	PUNCT
spir-10483	5	26	.	.	PUNCT
spir-10483	6	1	these	these	DET
spir-10483	6	2	policies	policy	NOUN
spir-10483	6	3	not	not	PART
spir-10483	6	4	only	only	ADV
spir-10483	6	5	influence	influence	VERB
spir-10483	6	6	what	what	PRON
spir-10483	6	7	users	user	NOUN
spir-10483	6	8	see	see	VERB
spir-10483	6	9	and	and	CCONJ
spir-10483	6	10	do	do	VERB
spir-10483	6	11	,	,	PUNCT
spir-10483	6	12	but	but	CCONJ
spir-10483	6	13	they	they	PRON
spir-10483	6	14	also	also	ADV
spir-10483	6	15	can	can	AUX
spir-10483	6	16	have	have	VERB
spir-10483	6	17	broader	broad	ADJ
spir-10483	6	18	social	social	ADJ
spir-10483	6	19	and	and	CCONJ
spir-10483	6	20	political	political	ADJ
spir-10483	6	21	implications	implication	NOUN
spir-10483	6	22	:	:	PUNCT
spir-10483	6	23	most	most	ADV
spir-10483	6	24	recently	recently	ADV
spir-10483	6	25	,	,	PUNCT
spir-10483	6	26	facebook	facebook	NOUN
spir-10483	6	27	,	,	PUNCT
spir-10483	6	28	google	google	NOUN
spir-10483	6	29	,	,	PUNCT
spir-10483	6	30	and	and	CCONJ
spir-10483	6	31	twitter	twitter	NOUN
spir-10483	6	32	have	have	AUX
spir-10483	6	33	been	be	AUX
spir-10483	6	34	accused	accuse	VERB
spir-10483	6	35	of	of	ADP
spir-10483	6	36	playing	play	VERB
spir-10483	6	37	a	a	DET
spir-10483	6	38	problematic	problematic	ADJ
spir-10483	6	39	role	role	NOUN
spir-10483	6	40	in	in	ADP
spir-10483	6	41	the	the	DET
spir-10483	6	42	lead	lead	NOUN
spir-10483	6	43	up	up	ADP
spir-10483	6	44	to	to	ADP
spir-10483	6	45	the	the	DET
spir-10483	6	46	2016	2016	NUM
spir-10483	6	47	us	us	PROPN
spir-10483	6	48	election	election	NOUN
spir-10483	6	49	,	,	PUNCT
spir-10483	6	50	with	with	ADP
spir-10483	6	51	critics	critic	NOUN
spir-10483	6	52	claiming	claim	VERB
spir-10483	6	53	that	that	SCONJ
spir-10483	6	54	their	their	PRON
spir-10483	6	55	policies	policy	NOUN
spir-10483	6	56	enabled	enable	VERB
spir-10483	6	57	the	the	DET
spir-10483	6	58	malicious	malicious	ADJ
spir-10483	6	59	use	use	NOUN
spir-10483	6	60	of	of	ADP
spir-10483	6	61	targeted	target	VERB
spir-10483	6	62	advertising	advertising	NOUN
spir-10483	6	63	,	,	PUNCT
spir-10483	6	64	propaganda	propaganda	NOUN
spir-10483	6	65	,	,	PUNCT
spir-10483	6	66	and	and	CCONJ
spir-10483	6	67	automated	automated	ADJ
spir-10483	6	68	accounts	account	NOUN
spir-10483	6	69	(	(	PUNCT
spir-10483	6	70	“	"	PUNCT
spir-10483	6	71	bots	bot	NOUN
spir-10483	6	72	”	"	PUNCT
spir-10483	6	73	)	)	PUNCT
spir-10483	6	74	.	.	PUNCT
spir-10483	7	1	given	give	VERB
spir-10483	7	2	that	that	PRON
spir-10483	7	3	,	,	PUNCT
spir-10483	7	4	as	as	SCONJ
spir-10483	7	5	caplan	caplan	PROPN
spir-10483	7	6	and	and	CCONJ
spir-10483	7	7	boyd	boyd	PROPN
spir-10483	7	8	(	(	PUNCT
spir-10483	7	9	2018	2018	NUM
spir-10483	7	10	:	:	SYM
spir-10483	7	11	2	2	X
spir-10483	7	12	)	)	PUNCT
spir-10483	7	13	observe	observe	VERB
spir-10483	7	14	,	,	PUNCT
spir-10483	7	15	“	"	PUNCT
spir-10483	7	16	conversations	conversation	NOUN
spir-10483	7	17	around	around	ADP
spir-10483	7	18	algorithmic	algorithmic	ADJ
spir-10483	7	19	accountability	accountability	NOUN
spir-10483	7	20	often	often	ADV
spir-10483	7	21	center	center	VERB
spir-10483	7	22	on	on	ADP
spir-10483	7	23	facebook	facebook	NOUN
spir-10483	7	24	and	and	CCONJ
spir-10483	7	25	google	google	PROPN
spir-10483	7	26	,	,	PUNCT
spir-10483	7	27	”	"	PUNCT
spir-10483	7	28	there	there	PRON
spir-10483	7	29	is	be	VERB
spir-10483	7	30	an	an	DET
spir-10483	7	31	unexplored	unexplored	ADJ
spir-10483	7	32	nexus	nexus	NOUN
spir-10483	7	33	between	between	ADP
spir-10483	7	34	the	the	DET
spir-10483	7	35	algorithmic	algorithmic	ADJ
spir-10483	7	36	accountability	accountability	NOUN
spir-10483	7	37	literature	literature	NOUN
spir-10483	7	38	and	and	CCONJ
spir-10483	7	39	the	the	DET
spir-10483	7	40	platform	platform	NOUN
spir-10483	7	41	governance	governance	NOUN
spir-10483	7	42	literature	literature	NOUN
spir-10483	7	43	.	.	PUNCT
spir-10483	8	1	focusing	focus	VERB
spir-10483	8	2	on	on	ADP
spir-10483	8	3	platforms	platform	NOUN
spir-10483	8	4	–	–	PUNCT
spir-10483	8	5	not	not	PART
spir-10483	8	6	just	just	ADV
spir-10483	8	7	how	how	SCONJ
spir-10483	8	8	they	they	PRON
spir-10483	8	9	are	be	AUX
spir-10483	8	10	governed	govern	VERB
spir-10483	8	11	,	,	PUNCT
spir-10483	8	12	but	but	CCONJ
spir-10483	8	13	also	also	ADV
spir-10483	8	14	how	how	SCONJ
spir-10483	8	15	they	they	PRON
spir-10483	8	16	themselves	themselves	PRON
spir-10483	8	17	govern	govern	VERB
spir-10483	8	18	(	(	PUNCT
spir-10483	8	19	gillespie	gillespie	NOUN
spir-10483	8	20	,	,	PUNCT
spir-10483	8	21	2017	2017	NUM
spir-10483	8	22	)	)	PUNCT
spir-10483	8	23	–	–	PUNCT
spir-10483	8	24	offers	offer	VERB
spir-10483	8	25	insight	insight	NOUN
spir-10483	8	26	into	into	ADP
spir-10483	8	27	several	several	ADJ
spir-10483	8	28	important	important	ADJ
spir-10483	8	29	questions	question	NOUN
spir-10483	8	30	for	for	ADP
spir-10483	8	31	fat	fat	NOUN
spir-10483	8	32	-	-	PUNCT
spir-10483	8	33	ml	ml	NOUN
spir-10483	8	34	scholars	scholar	NOUN
spir-10483	8	35	.	.	PUNCT
spir-10483	9	1	how	how	SCONJ
spir-10483	9	2	can	can	AUX
spir-10483	9	3	fairness	fairness	VERB
spir-10483	9	4	,	,	PUNCT
spir-10483	9	5	accountability	accountability	NOUN
spir-10483	9	6	,	,	PUNCT
spir-10483	9	7	and	and	CCONJ
spir-10483	9	8	transparency	transparency	NOUN
spir-10483	9	9	be	be	AUX
spir-10483	9	10	truly	truly	ADV
spir-10483	9	11	achieved	achieve	VERB
spir-10483	9	12	when	when	SCONJ
spir-10483	9	13	suggested	suggest	VERB
spir-10483	9	14	citation	citation	NOUN
spir-10483	9	15	(	(	PUNCT
spir-10483	9	16	apa	apa	PROPN
spir-10483	9	17	):	):	PUNCT
spir-10483	9	18	gorwa	gorwa	PROPN
spir-10483	9	19	,	,	PUNCT
spir-10483	9	20	r.	r.	NOUN
spir-10483	9	21	towards	towards	ADP
spir-10483	9	22	fairness	fairness	NOUN
spir-10483	9	23	,	,	PUNCT
spir-10483	9	24	accountability	accountability	NOUN
spir-10483	9	25	,	,	PUNCT
spir-10483	9	26	and	and	CCONJ
spir-10483	9	27	transparency	transparency	NOUN
spir-10483	9	28	in	in	ADP
spir-10483	9	29	platform	platform	NOUN
spir-10483	9	30	governance	governance	NOUN
spir-10483	9	31	.	.	PUNCT
spir-10483	10	1	(	(	PUNCT
spir-10483	10	2	2018	2018	NUM
spir-10483	10	3	,	,	PUNCT
spir-10483	10	4	october	october	PROPN
spir-10483	10	5	10	10	NUM
spir-10483	10	6	-	-	SYM
spir-10483	10	7	13	13	NUM
spir-10483	10	8	)	)	PUNCT
spir-10483	10	9	paper	paper	NOUN
spir-10483	10	10	presented	present	VERB
spir-10483	10	11	at	at	ADP
spir-10483	10	12	aoir	aoir	NOUN
spir-10483	10	13	2018	2018	NUM
spir-10483	10	14	:	:	PUNCT
spir-10483	10	15	the	the	DET
spir-10483	10	16	19th	19th	ADJ
spir-10483	10	17	annual	annual	ADJ
spir-10483	10	18	conference	conference	NOUN
spir-10483	10	19	of	of	ADP
spir-10483	10	20	the	the	DET
spir-10483	10	21	association	association	NOUN
spir-10483	10	22	of	of	ADP
spir-10483	10	23	internet	internet	NOUN
spir-10483	10	24	researchers	researcher	NOUN
spir-10483	10	25	.	.	PUNCT
spir-10483	11	1	montréal	montréal	PROPN
spir-10483	11	2	,	,	PUNCT
spir-10483	11	3	canada	canada	PROPN
spir-10483	11	4	:	:	PUNCT
spir-10483	11	5	aoir	aoir	NOUN
spir-10483	11	6	.	.	PUNCT
spir-10483	12	1	retrieved	retrieve	VERB
spir-10483	12	2	from	from	ADP
spir-10483	12	3	http://	http://	PROPN
spir-10483	12	4	spir.aoir.org	spir.aoir.org	PROPN
spir-10483	12	5	.	.	PUNCT
spir-10483	13	1	the	the	DET
spir-10483	13	2	overarching	overarching	ADJ
spir-10483	13	3	structures	structure	NOUN
spir-10483	13	4	within	within	ADP
spir-10483	13	5	which	which	PRON
spir-10483	13	6	these	these	DET
spir-10483	13	7	algorithms	algorithm	NOUN
spir-10483	13	8	are	be	AUX
spir-10483	13	9	embedded	embed	VERB
spir-10483	13	10	may	may	AUX
spir-10483	13	11	not	not	PART
spir-10483	13	12	be	be	AUX
spir-10483	13	13	fair	fair	ADJ
spir-10483	13	14	,	,	PUNCT
spir-10483	13	15	accountable	accountable	ADJ
spir-10483	13	16	,	,	PUNCT
spir-10483	13	17	or	or	CCONJ
spir-10483	13	18	transparent	transparent	ADJ
spir-10483	13	19	?	?	PUNCT
spir-10483	14	1	likewise	likewise	ADV
spir-10483	14	2	,	,	PUNCT
spir-10483	14	3	the	the	DET
spir-10483	14	4	algorithmic	algorithmic	ADJ
spir-10483	14	5	accountability	accountability	NOUN
spir-10483	14	6	literature	literature	NOUN
spir-10483	14	7	has	have	VERB
spir-10483	14	8	much	much	ADJ
spir-10483	14	9	to	to	PART
spir-10483	14	10	offer	offer	VERB
spir-10483	14	11	those	those	PRON
spir-10483	14	12	interested	interested	ADJ
spir-10483	14	13	in	in	ADP
spir-10483	14	14	contemporary	contemporary	ADJ
spir-10483	14	15	technology	technology	NOUN
spir-10483	14	16	platforms	platform	NOUN
spir-10483	14	17	.	.	PUNCT
spir-10483	15	1	for	for	ADP
spir-10483	15	2	instance	instance	NOUN
spir-10483	15	3	:	:	PUNCT
spir-10483	15	4	what	what	PRON
spir-10483	15	5	do	do	AUX
spir-10483	15	6	we	we	PRON
spir-10483	15	7	now	now	ADV
spir-10483	15	8	demand	demand	VERB
spir-10483	15	9	from	from	ADP
spir-10483	15	10	algorithms	algorithm	NOUN
spir-10483	15	11	,	,	PUNCT
spir-10483	15	12	that	that	SCONJ
spir-10483	15	13	we	we	PRON
spir-10483	15	14	do	do	AUX
spir-10483	15	15	not	not	PART
spir-10483	15	16	similarly	similarly	ADV
spir-10483	15	17	demand	demand	VERB
spir-10483	15	18	from	from	ADP
spir-10483	15	19	the	the	DET
spir-10483	15	20	corporate	corporate	ADJ
spir-10483	15	21	entities	entity	NOUN
spir-10483	15	22	that	that	PRON
spir-10483	15	23	deploy	deploy	VERB
spir-10483	15	24	them	they	PRON
spir-10483	15	25	?	?	PUNCT
spir-10483	16	1	a	a	DET
spir-10483	16	2	fat	fat	ADJ
spir-10483	16	3	framework	framework	NOUN
spir-10483	16	4	for	for	ADP
spir-10483	16	5	platforms	platform	NOUN
spir-10483	16	6	combining	combine	VERB
spir-10483	16	7	insights	insight	NOUN
spir-10483	16	8	from	from	ADP
spir-10483	16	9	political	political	ADJ
spir-10483	16	10	theory	theory	NOUN
spir-10483	16	11	,	,	PUNCT
spir-10483	16	12	political	political	ADJ
spir-10483	16	13	philosophy	philosophy	NOUN
spir-10483	16	14	,	,	PUNCT
spir-10483	16	15	and	and	CCONJ
spir-10483	16	16	international	international	ADJ
spir-10483	16	17	relations	relation	NOUN
spir-10483	16	18	with	with	ADP
spir-10483	16	19	the	the	DET
spir-10483	16	20	burgeoning	burgeon	VERB
spir-10483	16	21	algorithmic	algorithmic	ADJ
spir-10483	16	22	accountability	accountability	NOUN
spir-10483	16	23	and	and	CCONJ
spir-10483	16	24	fair	fair	ADJ
spir-10483	16	25	machine	machine	NOUN
spir-10483	16	26	learning	learn	VERB
spir-10483	16	27	literatures	literature	NOUN
spir-10483	16	28	,	,	PUNCT
spir-10483	16	29	this	this	DET
spir-10483	16	30	paper	paper	NOUN
spir-10483	16	31	will	will	AUX
spir-10483	16	32	seek	seek	VERB
spir-10483	16	33	to	to	PART
spir-10483	16	34	present	present	VERB
spir-10483	16	35	a	a	DET
spir-10483	16	36	novel	novel	ADJ
spir-10483	16	37	perspective	perspective	NOUN
spir-10483	16	38	on	on	ADP
spir-10483	16	39	platform	platform	NOUN
spir-10483	16	40	governance	governance	NOUN
spir-10483	16	41	.	.	PUNCT
spir-10483	17	1	i	i	PRON
spir-10483	17	2	set	set	VERB
spir-10483	17	3	out	out	ADP
spir-10483	17	4	to	to	PART
spir-10483	17	5	answer	answer	VERB
spir-10483	17	6	the	the	DET
spir-10483	17	7	following	follow	VERB
spir-10483	17	8	question	question	NOUN
spir-10483	17	9	:	:	PUNCT
spir-10483	17	10	to	to	ADP
spir-10483	17	11	what	what	DET
spir-10483	17	12	extent	extent	NOUN
spir-10483	17	13	is	be	AUX
spir-10483	17	14	fairness	fairness	NOUN
spir-10483	17	15	,	,	PUNCT
spir-10483	17	16	accountability	accountability	NOUN
spir-10483	17	17	,	,	PUNCT
spir-10483	17	18	and	and	CCONJ
spir-10483	17	19	transparency	transparency	NOUN
spir-10483	17	20	a	a	DET
spir-10483	17	21	useful	useful	ADJ
spir-10483	17	22	framework	framework	NOUN
spir-10483	17	23	for	for	ADP
spir-10483	17	24	thinking	think	VERB
spir-10483	17	25	about	about	ADP
spir-10483	17	26	platform	platform	NOUN
spir-10483	17	27	governance	governance	NOUN
spir-10483	17	28	?	?	PUNCT
spir-10483	18	1	focusing	focus	VERB
spir-10483	18	2	on	on	ADP
spir-10483	18	3	facebook	facebook	PROPN
spir-10483	18	4	as	as	ADP
spir-10483	18	5	a	a	DET
spir-10483	18	6	case	case	NOUN
spir-10483	18	7	study	study	NOUN
spir-10483	18	8	,	,	PUNCT
spir-10483	18	9	and	and	CCONJ
spir-10483	18	10	drawing	draw	VERB
spir-10483	18	11	on	on	ADP
spir-10483	18	12	a	a	DET
spir-10483	18	13	variety	variety	NOUN
spir-10483	18	14	of	of	ADP
spir-10483	18	15	qualitative	qualitative	ADJ
spir-10483	18	16	data	datum	NOUN
spir-10483	18	17	collected	collect	VERB
spir-10483	18	18	in	in	ADP
spir-10483	18	19	2018	2018	NUM
spir-10483	18	20	–	–	PUNCT
spir-10483	18	21	participant	participant	ADJ
spir-10483	18	22	observation	observation	NOUN
spir-10483	18	23	in	in	ADP
spir-10483	18	24	a	a	DET
spir-10483	18	25	multi	multi	ADJ
spir-10483	18	26	-	-	ADJ
spir-10483	18	27	day	day	ADJ
spir-10483	18	28	“	"	PUNCT
spir-10483	18	29	policy	policy	NOUN
spir-10483	18	30	deep	deep	ADJ
spir-10483	18	31	dive	dive	NOUN
spir-10483	18	32	for	for	ADP
spir-10483	18	33	researchers	researcher	NOUN
spir-10483	18	34	”	"	PUNCT
spir-10483	18	35	organized	organize	VERB
spir-10483	18	36	by	by	ADP
spir-10483	18	37	facebook	facebook	NOUN
spir-10483	18	38	executives	executive	NOUN
spir-10483	18	39	,	,	PUNCT
spir-10483	18	40	as	as	ADV
spir-10483	18	41	well	well	ADV
spir-10483	18	42	as	as	ADP
spir-10483	18	43	interviews	interview	NOUN
spir-10483	18	44	conducted	conduct	VERB
spir-10483	18	45	with	with	ADP
spir-10483	18	46	current	current	ADJ
spir-10483	18	47	and	and	CCONJ
spir-10483	18	48	former	former	ADJ
spir-10483	18	49	facebook	facebook	NOUN
spir-10483	18	50	policy	policy	NOUN
spir-10483	18	51	employees	employee	NOUN
spir-10483	18	52	–	–	PUNCT
spir-10483	18	53	this	this	DET
spir-10483	18	54	paper	paper	NOUN
spir-10483	18	55	will	will	AUX
spir-10483	18	56	critically	critically	ADV
spir-10483	18	57	analyze	analyze	VERB
spir-10483	18	58	facebook	facebook	PROPN
spir-10483	18	59	’s	’s	PART
spir-10483	18	60	policy	policy	NOUN
spir-10483	18	61	practices	practice	NOUN
spir-10483	18	62	within	within	ADP
spir-10483	18	63	a	a	DET
spir-10483	18	64	fairness	fairness	NOUN
spir-10483	18	65	,	,	PUNCT
spir-10483	18	66	accountability	accountability	NOUN
spir-10483	18	67	,	,	PUNCT
spir-10483	18	68	and	and	CCONJ
spir-10483	18	69	transparency	transparency	NOUN
spir-10483	18	70	framework	framework	NOUN
spir-10483	18	71	.	.	PUNCT
spir-10483	19	1	i	i	PRON
spir-10483	19	2	also	also	ADV
spir-10483	19	3	explore	explore	VERB
spir-10483	19	4	how	how	SCONJ
spir-10483	19	5	facebook	facebook	ADJ
spir-10483	19	6	employees	employee	NOUN
spir-10483	19	7	themselves	themselves	PRON
spir-10483	19	8	discursively	discursively	ADV
spir-10483	19	9	conceptualize	conceptualize	VERB
spir-10483	19	10	the	the	DET
spir-10483	19	11	notion	notion	NOUN
spir-10483	19	12	of	of	ADP
spir-10483	19	13	fairness	fairness	NOUN
spir-10483	19	14	,	,	PUNCT
spir-10483	19	15	accountability	accountability	NOUN
spir-10483	19	16	,	,	PUNCT
spir-10483	19	17	and	and	CCONJ
spir-10483	19	18	transparency	transparency	NOUN
spir-10483	19	19	in	in	ADP
spir-10483	19	20	their	their	PRON
spir-10483	19	21	day	day	NOUN
spir-10483	19	22	-	-	PUNCT
spir-10483	19	23	to	to	ADP
spir-10483	19	24	-	-	PUNCT
spir-10483	19	25	day	day	NOUN
spir-10483	19	26	work	work	NOUN
spir-10483	19	27	.	.	PUNCT
spir-10483	20	1	preliminary	preliminary	ADJ
spir-10483	20	2	findings	finding	NOUN
spir-10483	20	3	&	&	CCONJ
spir-10483	20	4	arguments	argument	NOUN
spir-10483	20	5	i	i	PRON
spir-10483	20	6	generally	generally	ADV
spir-10483	20	7	find	find	VERB
spir-10483	20	8	that	that	SCONJ
spir-10483	20	9	fat	fat	NOUN
spir-10483	20	10	provides	provide	VERB
spir-10483	20	11	an	an	DET
spir-10483	20	12	imperfect	imperfect	ADJ
spir-10483	20	13	but	but	CCONJ
spir-10483	20	14	useful	useful	ADJ
spir-10483	20	15	heuristic	heuristic	NOUN
spir-10483	20	16	for	for	ADP
spir-10483	20	17	thinking	think	VERB
spir-10483	20	18	about	about	ADP
spir-10483	20	19	questions	question	NOUN
spir-10483	20	20	relating	relate	VERB
spir-10483	20	21	to	to	ADP
spir-10483	20	22	social	social	ADJ
spir-10483	20	23	media	medium	NOUN
spir-10483	20	24	policy	policy	NOUN
spir-10483	20	25	,	,	PUNCT
spir-10483	20	26	while	while	SCONJ
spir-10483	20	27	also	also	ADV
spir-10483	20	28	serving	serve	VERB
spir-10483	20	29	as	as	ADP
spir-10483	20	30	an	an	DET
spir-10483	20	31	important	important	ADJ
spir-10483	20	32	normative	normative	ADJ
spir-10483	20	33	goal	goal	NOUN
spir-10483	20	34	as	as	ADP
spir-10483	20	35	to	to	ADP
spir-10483	20	36	what	what	PRON
spir-10483	20	37	platform	platform	NOUN
spir-10483	20	38	governance	governance	NOUN
spir-10483	20	39	should	should	AUX
spir-10483	20	40	strive	strive	VERB
spir-10483	20	41	to	to	PART
spir-10483	20	42	achieve	achieve	VERB
spir-10483	20	43	.	.	PUNCT
spir-10483	21	1	thinking	think	VERB
spir-10483	21	2	explicitly	explicitly	ADV
spir-10483	21	3	about	about	ADP
spir-10483	21	4	fairness	fairness	NOUN
spir-10483	21	5	,	,	PUNCT
spir-10483	21	6	transparency	transparency	NOUN
spir-10483	21	7	,	,	PUNCT
spir-10483	21	8	and	and	CCONJ
spir-10483	21	9	accountability	accountability	NOUN
spir-10483	21	10	can	can	AUX
spir-10483	21	11	yield	yield	VERB
spir-10483	21	12	interesting	interesting	ADJ
spir-10483	21	13	insights	insight	NOUN
spir-10483	21	14	into	into	ADP
spir-10483	21	15	how	how	SCONJ
spir-10483	21	16	the	the	DET
spir-10483	21	17	policy	policy	NOUN
spir-10483	21	18	processes	process	NOUN
spir-10483	21	19	of	of	ADP
spir-10483	21	20	platforms	platform	NOUN
spir-10483	21	21	really	really	ADV
spir-10483	21	22	function	function	VERB
spir-10483	21	23	in	in	ADP
spir-10483	21	24	practice	practice	NOUN
spir-10483	21	25	.	.	PUNCT
spir-10483	22	1	for	for	ADP
spir-10483	22	2	example	example	NOUN
spir-10483	22	3	,	,	PUNCT
spir-10483	22	4	facebook	facebook	PROPN
spir-10483	22	5	employees	employee	NOUN
spir-10483	22	6	appear	appear	VERB
spir-10483	22	7	to	to	PART
spir-10483	22	8	exhibit	exhibit	VERB
spir-10483	22	9	a	a	DET
spir-10483	22	10	deep	deep	ADJ
spir-10483	22	11	desire	desire	NOUN
spir-10483	22	12	that	that	SCONJ
spir-10483	22	13	their	their	PRON
spir-10483	22	14	policies	policy	NOUN
spir-10483	22	15	be	be	AUX
spir-10483	22	16	considered	consider	VERB
spir-10483	22	17	“	"	PUNCT
spir-10483	22	18	fair	fair	ADJ
spir-10483	22	19	,	,	PUNCT
spir-10483	22	20	”	"	PUNCT
spir-10483	22	21	in	in	ADP
spir-10483	22	22	the	the	DET
spir-10483	22	23	narrow	narrow	ADJ
spir-10483	22	24	context	context	NOUN
spir-10483	22	25	of	of	ADP
spir-10483	22	26	non	non	ADJ
spir-10483	22	27	-	-	NOUN
spir-10483	22	28	discrimination	discrimination	NOUN
spir-10483	22	29	across	across	ADP
spir-10483	22	30	individual	individual	ADJ
spir-10483	22	31	users	user	NOUN
spir-10483	22	32	.	.	PUNCT
spir-10483	23	1	in	in	ADP
spir-10483	23	2	content	content	NOUN
spir-10483	23	3	moderation	moderation	NOUN
spir-10483	23	4	,	,	PUNCT
spir-10483	23	5	facebook	facebook	NOUN
spir-10483	23	6	strives	strive	VERB
spir-10483	23	7	for	for	ADP
spir-10483	23	8	reproducibility	reproducibility	NOUN
spir-10483	23	9	and	and	CCONJ
spir-10483	23	10	consistency	consistency	NOUN
spir-10483	23	11	in	in	ADP
spir-10483	23	12	moderation	moderation	NOUN
spir-10483	23	13	,	,	PUNCT
spir-10483	23	14	meaning	mean	VERB
spir-10483	23	15	that	that	SCONJ
spir-10483	23	16	the	the	DET
spir-10483	23	17	same	same	ADJ
spir-10483	23	18	content	content	NOUN
spir-10483	23	19	posted	post	VERB
spir-10483	23	20	by	by	ADP
spir-10483	23	21	two	two	NUM
spir-10483	23	22	users	user	NOUN
spir-10483	23	23	would	would	AUX
spir-10483	23	24	be	be	AUX
spir-10483	23	25	equally	equally	ADV
spir-10483	23	26	likely	likely	ADJ
spir-10483	23	27	to	to	PART
spir-10483	23	28	be	be	AUX
spir-10483	23	29	either	either	CCONJ
spir-10483	23	30	pulled	pull	VERB
spir-10483	23	31	down	down	ADP
spir-10483	23	32	or	or	CCONJ
spir-10483	23	33	left	leave	VERB
spir-10483	23	34	online	online	ADJ
spir-10483	23	35	moderators	moderator	NOUN
spir-10483	23	36	,	,	PUNCT
spir-10483	23	37	despite	despite	SCONJ
spir-10483	23	38	the	the	DET
spir-10483	23	39	difficulty	difficulty	NOUN
spir-10483	23	40	of	of	ADP
spir-10483	23	41	achieving	achieve	VERB
spir-10483	23	42	this	this	PRON
spir-10483	23	43	in	in	ADP
spir-10483	23	44	practice	practice	NOUN
spir-10483	23	45	.	.	PUNCT
spir-10483	24	1	however	however	ADV
spir-10483	24	2	,	,	PUNCT
spir-10483	24	3	facebook	facebook	NOUN
spir-10483	24	4	policy	policy	NOUN
spir-10483	24	5	teams	team	NOUN
spir-10483	24	6	have	have	VERB
spir-10483	24	7	more	more	ADJ
spir-10483	24	8	difficulty	difficulty	NOUN
spir-10483	24	9	with	with	ADP
spir-10483	24	10	a	a	DET
spir-10483	24	11	broader	broad	ADJ
spir-10483	24	12	notion	notion	NOUN
spir-10483	24	13	of	of	ADP
spir-10483	24	14	fairness	fairness	NOUN
spir-10483	24	15	,	,	PUNCT
spir-10483	24	16	one	one	NOUN
spir-10483	24	17	that	that	PRON
spir-10483	24	18	involves	involve	VERB
spir-10483	24	19	balancing	balance	VERB
spir-10483	24	20	individual	individual	ADJ
spir-10483	24	21	rights	right	NOUN
spir-10483	24	22	to	to	ADP
spir-10483	24	23	expression	expression	NOUN
spir-10483	24	24	against	against	ADP
spir-10483	24	25	possible	possible	ADJ
spir-10483	24	26	societal	societal	NOUN
spir-10483	24	27	,	,	PUNCT
spir-10483	24	28	macro	macro	ADJ
spir-10483	24	29	-	-	NOUN
spir-10483	24	30	level	level	NOUN
spir-10483	24	31	harms	harm	NOUN
spir-10483	24	32	spread	spread	VERB
spir-10483	24	33	across	across	ADP
spir-10483	24	34	a	a	DET
spir-10483	24	35	population	population	NOUN
spir-10483	24	36	.	.	PUNCT
spir-10483	25	1	(	(	PUNCT
spir-10483	25	2	should	should	AUX
spir-10483	25	3	facebook	facebook	VERB
spir-10483	25	4	,	,	PUNCT
spir-10483	25	5	in	in	ADP
spir-10483	25	6	the	the	DET
spir-10483	25	7	context	context	NOUN
spir-10483	25	8	of	of	ADP
spir-10483	25	9	hate	hate	NOUN
spir-10483	25	10	speech	speech	NOUN
spir-10483	25	11	,	,	PUNCT
spir-10483	25	12	consider	consider	VERB
spir-10483	25	13	“	"	PUNCT
spir-10483	25	14	white	white	ADJ
spir-10483	25	15	”	"	PUNCT
spir-10483	25	16	as	as	ADP
spir-10483	25	17	equivalent	equivalent	ADJ
spir-10483	25	18	to	to	ADP
spir-10483	25	19	other	other	ADJ
spir-10483	25	20	minority	minority	NOUN
spir-10483	25	21	groups	group	NOUN
spir-10483	25	22	,	,	PUNCT
spir-10483	25	23	given	give	VERB
spir-10483	25	24	the	the	DET
spir-10483	25	25	historic	historic	ADJ
spir-10483	25	26	patterns	pattern	NOUN
spir-10483	25	27	of	of	ADP
spir-10483	25	28	discrimination	discrimination	NOUN
spir-10483	25	29	within	within	ADP
spir-10483	25	30	the	the	DET
spir-10483	25	31	united	united	PROPN
spir-10483	25	32	states	states	PROPN
spir-10483	25	33	?	?	PUNCT
spir-10483	26	1	see	see	VERB
spir-10483	26	2	angwin	angwin	NOUN
spir-10483	26	3	and	and	CCONJ
spir-10483	26	4	grassegger	grassegger	NOUN
spir-10483	26	5	,	,	PUNCT
spir-10483	26	6	2017	2017	NUM
spir-10483	26	7	)	)	PUNCT
spir-10483	26	8	.	.	PUNCT
spir-10483	27	1	investigating	investigate	VERB
spir-10483	27	2	accountability	accountability	NOUN
spir-10483	27	3	suggests	suggest	VERB
spir-10483	27	4	that	that	SCONJ
spir-10483	27	5	facebook	facebook	NOUN
spir-10483	27	6	policy	policy	NOUN
spir-10483	27	7	processes	process	NOUN
spir-10483	27	8	are	be	AUX
spir-10483	27	9	responsive	responsive	ADJ
spir-10483	27	10	to	to	ADP
spir-10483	27	11	the	the	DET
spir-10483	27	12	public	public	NOUN
spir-10483	27	13	in	in	ADP
spir-10483	27	14	certain	certain	ADJ
spir-10483	27	15	ways	way	NOUN
spir-10483	27	16	(	(	PUNCT
spir-10483	27	17	especially	especially	ADV
spir-10483	27	18	public	public	ADJ
spir-10483	27	19	backlash	backlash	NOUN
spir-10483	27	20	and	and	CCONJ
spir-10483	27	21	“	"	PUNCT
spir-10483	27	22	pr	pr	NOUN
spir-10483	27	23	fires	fire	NOUN
spir-10483	27	24	,	,	PUNCT
spir-10483	27	25	”	"	PUNCT
spir-10483	27	26	which	which	PRON
spir-10483	27	27	could	could	AUX
spir-10483	27	28	be	be	AUX
spir-10483	27	29	said	say	VERB
spir-10483	27	30	to	to	PART
spir-10483	27	31	constitute	constitute	VERB
spir-10483	27	32	a	a	DET
spir-10483	27	33	narrow	narrow	ADJ
spir-10483	27	34	form	form	NOUN
spir-10483	27	35	of	of	ADP
spir-10483	27	36	“	"	PUNCT
spir-10483	27	37	public	public	ADJ
spir-10483	27	38	accountability	accountability	NOUN
spir-10483	27	39	”	"	PUNCT
spir-10483	27	40	)	)	PUNCT
spir-10483	27	41	,	,	PUNCT
spir-10483	27	42	but	but	CCONJ
spir-10483	27	43	ultimately	ultimately	ADV
spir-10483	27	44	are	be	AUX
spir-10483	27	45	limited	limit	VERB
spir-10483	27	46	in	in	ADP
spir-10483	27	47	their	their	PRON
spir-10483	27	48	accountability	accountability	NOUN
spir-10483	27	49	to	to	ADP
spir-10483	27	50	the	the	DET
spir-10483	27	51	public	public	NOUN
spir-10483	27	52	due	due	ADP
spir-10483	27	53	to	to	ADP
spir-10483	27	54	their	their	PRON
spir-10483	27	55	corporate	corporate	ADJ
spir-10483	27	56	structure	structure	NOUN
spir-10483	27	57	and	and	CCONJ
spir-10483	27	58	incentives	incentive	NOUN
spir-10483	27	59	.	.	PUNCT
spir-10483	28	1	the	the	DET
spir-10483	28	2	paper	paper	NOUN
spir-10483	28	3	explores	explore	NOUN
spir-10483	28	4	facebook	facebook	PROPN
spir-10483	28	5	’s	’s	PART
spir-10483	28	6	recent	recent	ADJ
spir-10483	28	7	(	(	PUNCT
spir-10483	28	8	and	and	CCONJ
spir-10483	28	9	ongoing	ongoing	ADJ
spir-10483	28	10	)	)	PUNCT
spir-10483	28	11	efforts	effort	NOUN
spir-10483	28	12	to	to	PART
spir-10483	28	13	become	become	VERB
spir-10483	28	14	more	more	ADV
spir-10483	28	15	transparent	transparent	ADJ
spir-10483	28	16	,	,	PUNCT
spir-10483	28	17	while	while	SCONJ
spir-10483	28	18	also	also	ADV
spir-10483	28	19	showing	show	VERB
spir-10483	28	20	how	how	SCONJ
spir-10483	28	21	facebook	facebook	ADJ
spir-10483	28	22	policy	policy	NOUN
spir-10483	28	23	is	be	AUX
spir-10483	28	24	a	a	DET
spir-10483	28	25	kind	kind	NOUN
spir-10483	28	26	of	of	ADP
spir-10483	28	27	“	"	PUNCT
spir-10483	28	28	black	black	ADJ
spir-10483	28	29	-	-	PUNCT
spir-10483	28	30	box	box	NOUN
spir-10483	28	31	,	,	PUNCT
spir-10483	28	32	”	"	PUNCT
spir-10483	28	33	with	with	ADP
spir-10483	28	34	the	the	DET
spir-10483	28	35	effect	effect	NOUN
spir-10483	28	36	that	that	DET
spir-10483	28	37	process	process	NOUN
spir-10483	28	38	of	of	ADP
spir-10483	28	39	policy	policy	NOUN
spir-10483	28	40	decision	decision	NOUN
spir-10483	28	41	-	-	PUNCT
spir-10483	28	42	making	making	NOUN
spir-10483	28	43	,	,	PUNCT
spir-10483	28	44	and	and	CCONJ
spir-10483	28	45	the	the	DET
spir-10483	28	46	motives	motive	NOUN
spir-10483	28	47	and	and	CCONJ
spir-10483	28	48	goals	goal	NOUN
spir-10483	28	49	behind	behind	ADP
spir-10483	28	50	these	these	DET
spir-10483	28	51	policies	policy	NOUN
spir-10483	28	52	are	be	AUX
spir-10483	28	53	not	not	PART
spir-10483	28	54	transparent	transparent	ADJ
spir-10483	28	55	or	or	CCONJ
spir-10483	28	56	clear	clear	ADJ
spir-10483	28	57	to	to	ADP
spir-10483	28	58	the	the	DET
spir-10483	28	59	users	user	NOUN
spir-10483	28	60	who	who	PRON
spir-10483	28	61	are	be	AUX
spir-10483	28	62	directly	directly	ADV
spir-10483	28	63	affected	affect	VERB
spir-10483	28	64	by	by	ADP
spir-10483	28	65	them	they	PRON
spir-10483	28	66	.	.	PUNCT
spir-10483	29	1	the	the	DET
spir-10483	29	2	modern	modern	ADJ
spir-10483	29	3	social	social	ADJ
spir-10483	29	4	media	medium	NOUN
spir-10483	29	5	ecosystem	ecosystem	NOUN
spir-10483	29	6	involves	involve	VERB
spir-10483	29	7	the	the	DET
spir-10483	29	8	interplay	interplay	NOUN
spir-10483	29	9	of	of	ADP
spir-10483	29	10	a	a	DET
spir-10483	29	11	multitude	multitude	NOUN
spir-10483	29	12	of	of	ADP
spir-10483	29	13	varying	vary	VERB
spir-10483	29	14	(	(	PUNCT
spir-10483	29	15	and	and	CCONJ
spir-10483	29	16	often	often	ADV
spir-10483	29	17	competing	compete	VERB
spir-10483	29	18	)	)	PUNCT
spir-10483	29	19	public	public	ADJ
spir-10483	29	20	and	and	CCONJ
spir-10483	29	21	private	private	ADJ
spir-10483	29	22	interests	interest	NOUN
spir-10483	29	23	,	,	PUNCT
spir-10483	29	24	making	make	VERB
spir-10483	29	25	platform	platform	NOUN
spir-10483	29	26	governance	governance	NOUN
spir-10483	29	27	both	both	CCONJ
spir-10483	29	28	incredibly	incredibly	ADV
spir-10483	29	29	complex	complex	ADJ
spir-10483	29	30	and	and	CCONJ
spir-10483	29	31	important	important	ADJ
spir-10483	29	32	.	.	PUNCT
spir-10483	30	1	significant	significant	ADJ
spir-10483	30	2	issues	issue	NOUN
spir-10483	30	3	are	be	AUX
spir-10483	30	4	at	at	ADP
spir-10483	30	5	stake	stake	NOUN
spir-10483	30	6	:	:	PUNCT
spir-10483	30	7	as	as	SCONJ
spir-10483	30	8	denardis	denardi	NOUN
spir-10483	30	9	and	and	CCONJ
spir-10483	30	10	hackl	hackl	NOUN
spir-10483	30	11	(	(	PUNCT
spir-10483	30	12	2015	2015	NUM
spir-10483	30	13	:	:	SYM
spir-10483	30	14	9	9	NUM
spir-10483	30	15	)	)	PUNCT
spir-10483	30	16	argue	argue	PROPN
spir-10483	30	17	,	,	PUNCT
spir-10483	30	18	the	the	DET
spir-10483	30	19	core	core	NOUN
spir-10483	30	20	functions	function	NOUN
spir-10483	30	21	of	of	ADP
spir-10483	30	22	social	social	ADJ
spir-10483	30	23	media	medium	NOUN
spir-10483	30	24	platforms	platform	NOUN
spir-10483	30	25	are	be	AUX
spir-10483	30	26	“	"	PUNCT
spir-10483	30	27	simultaneously	simultaneously	ADV
spir-10483	30	28	related	relate	VERB
spir-10483	30	29	to	to	ADP
spir-10483	30	30	several	several	ADJ
spir-10483	30	31	conditions	condition	NOUN
spir-10483	30	32	of	of	ADP
spir-10483	30	33	democracy	democracy	NOUN
spir-10483	30	34	:	:	PUNCT
spir-10483	30	35	how	how	SCONJ
spir-10483	30	36	people	people	NOUN
spir-10483	30	37	receive	receive	VERB
spir-10483	30	38	news	news	NOUN
spir-10483	30	39	;	;	PUNCT
spir-10483	30	40	the	the	DET
spir-10483	30	41	articulation	articulation	NOUN
spir-10483	30	42	of	of	ADP
spir-10483	30	43	relationships	relationship	NOUN
spir-10483	30	44	and	and	CCONJ
spir-10483	30	45	associations	association	NOUN
spir-10483	30	46	;	;	PUNCT
spir-10483	30	47	access	access	NOUN
spir-10483	30	48	to	to	ADP
spir-10483	30	49	knowledge	knowledge	NOUN
spir-10483	30	50	;	;	PUNCT
spir-10483	30	51	and	and	CCONJ
spir-10483	30	52	spaces	space	VERB
spir-10483	30	53	for	for	ADP
spir-10483	30	54	deliberation	deliberation	NOUN
spir-10483	30	55	about	about	ADP
spir-10483	30	56	issues	issue	NOUN
spir-10483	30	57	of	of	ADP
spir-10483	30	58	public	public	ADJ
spir-10483	30	59	concern	concern	NOUN
spir-10483	30	60	.	.	PUNCT
spir-10483	30	61	”	"	PUNCT
spir-10483	31	1	the	the	DET
spir-10483	31	2	questions	question	NOUN
spir-10483	31	3	raised	raise	VERB
spir-10483	31	4	in	in	ADP
spir-10483	31	5	this	this	DET
spir-10483	31	6	paper	paper	NOUN
spir-10483	31	7	–	–	PUNCT
spir-10483	31	8	effectively	effectively	ADV
spir-10483	31	9	,	,	PUNCT
spir-10483	31	10	how	how	SCONJ
spir-10483	31	11	these	these	DET
spir-10483	31	12	decisions	decision	NOUN
spir-10483	31	13	are	be	AUX
spir-10483	31	14	made	make	VERB
spir-10483	31	15	,	,	PUNCT
spir-10483	31	16	and	and	CCONJ
spir-10483	31	17	whether	whether	SCONJ
spir-10483	31	18	it	it	PRON
spir-10483	31	19	is	be	AUX
spir-10483	31	20	possible	possible	ADJ
spir-10483	31	21	to	to	PART
spir-10483	31	22	make	make	VERB
spir-10483	31	23	them	they	PRON
spir-10483	31	24	in	in	ADP
spir-10483	31	25	a	a	DET
spir-10483	31	26	less	less	ADV
spir-10483	31	27	problematic	problematic	ADJ
spir-10483	31	28	manner	manner	NOUN
spir-10483	31	29	–	–	PUNCT
spir-10483	31	30	are	be	AUX
spir-10483	31	31	important	important	ADJ
spir-10483	31	32	ones	one	NOUN
spir-10483	31	33	for	for	ADP
spir-10483	31	34	the	the	DET
spir-10483	31	35	internet	internet	NOUN
spir-10483	31	36	research	research	NOUN
spir-10483	31	37	community	community	NOUN
spir-10483	31	38	.	.	PUNCT
spir-10483	32	1	the	the	DET
spir-10483	32	2	inner	inner	ADJ
spir-10483	32	3	workings	working	NOUN
spir-10483	32	4	of	of	ADP
spir-10483	32	5	platforms	platform	NOUN
spir-10483	32	6	are	be	AUX
spir-10483	32	7	still	still	ADV
spir-10483	32	8	not	not	PART
spir-10483	32	9	well	well	ADV
spir-10483	32	10	understood	understand	VERB
spir-10483	32	11	,	,	PUNCT
spir-10483	32	12	and	and	CCONJ
spir-10483	32	13	as	as	SCONJ
spir-10483	32	14	annany	annany	NOUN
spir-10483	32	15	and	and	CCONJ
spir-10483	32	16	crawford	crawford	PROPN
spir-10483	32	17	(	(	PUNCT
spir-10483	32	18	2016	2016	NUM
spir-10483	32	19	:	:	SYM
spir-10483	32	20	10	10	NUM
spir-10483	32	21	)	)	PUNCT
spir-10483	32	22	explain	explain	VERB
spir-10483	32	23	,	,	PUNCT
spir-10483	32	24	“	"	PUNCT
spir-10483	32	25	a	a	DET
spir-10483	32	26	system	system	NOUN
spir-10483	32	27	needs	need	VERB
spir-10483	32	28	to	to	PART
spir-10483	32	29	be	be	AUX
spir-10483	32	30	understood	understand	VERB
spir-10483	32	31	to	to	PART
spir-10483	32	32	be	be	AUX
spir-10483	32	33	governed	govern	VERB
spir-10483	32	34	.	.	PUNCT
spir-10483	32	35	”	"	PUNCT
spir-10483	33	1	this	this	DET
spir-10483	33	2	paper	paper	NOUN
spir-10483	33	3	hopes	hope	VERB
spir-10483	33	4	to	to	PART
spir-10483	33	5	provide	provide	VERB
spir-10483	33	6	an	an	DET
spir-10483	33	7	empirical	empirical	ADJ
spir-10483	33	8	jumping	jumping	NOUN
spir-10483	33	9	off	off	ADP
spir-10483	33	10	point	point	NOUN
spir-10483	33	11	for	for	ADP
spir-10483	33	12	what	what	PRON
spir-10483	33	13	promises	promise	NOUN
spir-10483	33	14	to	to	PART
spir-10483	33	15	be	be	AUX
spir-10483	33	16	a	a	DET
spir-10483	33	17	major	major	ADJ
spir-10483	33	18	area	area	NOUN
spir-10483	33	19	of	of	ADP
spir-10483	33	20	research	research	NOUN
spir-10483	33	21	,	,	PUNCT
spir-10483	33	22	debate	debate	NOUN
spir-10483	33	23	,	,	PUNCT
spir-10483	33	24	and	and	CCONJ
spir-10483	33	25	discussion	discussion	NOUN
spir-10483	33	26	in	in	ADP
spir-10483	33	27	the	the	DET
spir-10483	33	28	years	year	NOUN
spir-10483	33	29	to	to	PART
spir-10483	33	30	come	come	VERB
spir-10483	33	31	.	.	PUNCT
spir-10483	34	1	references	reference	NOUN
spir-10483	34	2	ananny	ananny	VERB
spir-10483	34	3	,	,	PUNCT
spir-10483	34	4	m.	m.	NOUN
spir-10483	34	5	,	,	PUNCT
spir-10483	34	6	&	&	CCONJ
spir-10483	34	7	crawford	crawford	PROPN
spir-10483	34	8	,	,	PUNCT
spir-10483	34	9	k.	k.	PROPN
spir-10483	34	10	(	(	PUNCT
spir-10483	34	11	2016	2016	NUM
spir-10483	34	12	)	)	PUNCT
spir-10483	34	13	.	.	PUNCT
spir-10483	35	1	seeing	see	VERB
spir-10483	35	2	without	without	ADP
spir-10483	35	3	knowing	know	VERB
spir-10483	35	4	:	:	PUNCT
spir-10483	35	5	limitations	limitation	NOUN
spir-10483	35	6	of	of	ADP
spir-10483	35	7	the	the	DET
spir-10483	35	8	transparency	transparency	NOUN
spir-10483	35	9	ideal	ideal	NOUN
spir-10483	35	10	and	and	CCONJ
spir-10483	35	11	its	its	PRON
spir-10483	35	12	application	application	NOUN
spir-10483	35	13	to	to	ADP
spir-10483	35	14	algorithmic	algorithmic	ADJ
spir-10483	35	15	accountability	accountability	NOUN
spir-10483	35	16	.	.	PUNCT
spir-10483	36	1	new	new	ADJ
spir-10483	36	2	media	medium	NOUN
spir-10483	36	3	&	&	CCONJ
spir-10483	36	4	society	society	NOUN
spir-10483	36	5	,	,	PUNCT
spir-10483	36	6	1461444816676645	1461444816676645	NUM
spir-10483	36	7	.	.	PUNCT
spir-10483	37	1	barocas	barocas	PROPN
spir-10483	37	2	,	,	PUNCT
spir-10483	37	3	s.	s.	PROPN
spir-10483	37	4	,	,	PUNCT
spir-10483	37	5	&	&	CCONJ
spir-10483	37	6	selbst	selbst	PROPN
spir-10483	37	7	,	,	PUNCT
spir-10483	37	8	a.	a.	PROPN
spir-10483	37	9	d.	d.	PROPN
spir-10483	37	10	(	(	PUNCT
spir-10483	37	11	2016	2016	NUM
spir-10483	37	12	)	)	PUNCT
spir-10483	37	13	.	.	PUNCT
spir-10483	38	1	big	big	PROPN
spir-10483	38	2	data	data	PROPN
spir-10483	38	3	’s	’s	PART
spir-10483	38	4	disparate	disparate	ADJ
spir-10483	38	5	impact	impact	NOUN
spir-10483	38	6	.	.	PUNCT
spir-10483	39	1	cal	cal	PROPN
spir-10483	39	2	.	.	PUNCT
spir-10483	40	1	l.	l.	PROPN
spir-10483	40	2	rev	rev	PROPN
spir-10483	40	3	.	.	PROPN
spir-10483	40	4	,	,	PUNCT
spir-10483	40	5	104	104	NUM
spir-10483	40	6	,	,	PUNCT
spir-10483	40	7	671	671	NUM
spir-10483	40	8	.	.	PUNCT
spir-10483	41	1	binns	binns	PROPN
spir-10483	41	2	,	,	PUNCT
spir-10483	41	3	r.	r.	PROPN
spir-10483	41	4	(	(	PUNCT
spir-10483	41	5	2017	2017	NUM
spir-10483	41	6	)	)	PUNCT
spir-10483	41	7	.	.	PUNCT
spir-10483	42	1	fairness	fairness	NOUN
spir-10483	42	2	in	in	ADP
spir-10483	42	3	machine	machine	NOUN
spir-10483	42	4	learning	learning	NOUN
spir-10483	42	5	:	:	PUNCT
spir-10483	42	6	lessons	lesson	NOUN
spir-10483	42	7	from	from	ADP
spir-10483	42	8	political	political	ADJ
spir-10483	42	9	philosophy	philosophy	NOUN
spir-10483	42	10	.	.	PUNCT
spir-10483	43	1	journal	journal	NOUN
spir-10483	43	2	of	of	ADP
spir-10483	43	3	machine	machine	NOUN
spir-10483	43	4	learning	learn	VERB
spir-10483	43	5	research	research	NOUN
spir-10483	43	6	,	,	PUNCT
spir-10483	43	7	81	81	NUM
spir-10483	43	8	(	(	PUNCT
spir-10483	43	9	2018	2018	NUM
spir-10483	43	10	conference	conference	NOUN
spir-10483	43	11	on	on	ADP
spir-10483	43	12	fairness	fairness	NOUN
spir-10483	43	13	,	,	PUNCT
spir-10483	43	14	accountability	accountability	NOUN
spir-10483	43	15	,	,	PUNCT
spir-10483	43	16	and	and	CCONJ
spir-10483	43	17	transparency	transparency	NOUN
spir-10483	43	18	)	)	PUNCT
spir-10483	43	19	,	,	PUNCT
spir-10483	43	20	1–11	1–11	PROPN
spir-10483	43	21	.	.	PUNCT
spir-10483	44	1	caplan	caplan	PROPN
spir-10483	44	2	,	,	PUNCT
spir-10483	44	3	r.	r.	PROPN
spir-10483	44	4	,	,	PUNCT
spir-10483	44	5	&	&	CCONJ
spir-10483	44	6	boyd	boyd	PROPN
spir-10483	44	7	,	,	PUNCT
spir-10483	44	8	danah	danah	PROPN
spir-10483	44	9	.	.	PUNCT
spir-10483	45	1	(	(	PUNCT
spir-10483	45	2	2018	2018	NUM
spir-10483	45	3	)	)	PUNCT
spir-10483	45	4	.	.	PUNCT
spir-10483	46	1	isomorphism	isomorphism	NOUN
spir-10483	46	2	through	through	ADP
spir-10483	46	3	algorithms	algorithm	NOUN
spir-10483	46	4	:	:	PUNCT
spir-10483	46	5	institutional	institutional	ADJ
spir-10483	46	6	dependencies	dependency	NOUN
spir-10483	46	7	in	in	ADP
spir-10483	46	8	the	the	DET
spir-10483	46	9	case	case	NOUN
spir-10483	46	10	of	of	ADP
spir-10483	46	11	facebook	facebook	PROPN
spir-10483	46	12	.	.	PUNCT
spir-10483	47	1	big	big	ADJ
spir-10483	47	2	data	datum	NOUN
spir-10483	47	3	&	&	CCONJ
spir-10483	47	4	society	society	NOUN
spir-10483	47	5	,	,	PUNCT
spir-10483	47	6	5(1	5(1	NUM
spir-10483	47	7	)	)	PUNCT
spir-10483	47	8	,	,	PUNCT
spir-10483	47	9	2053951718757253	2053951718757253	NUM
spir-10483	47	10	.	.	PUNCT
spir-10483	48	1	denardis	denardis	PROPN
spir-10483	48	2	,	,	PUNCT
spir-10483	48	3	l.	l.	PROPN
spir-10483	48	4	,	,	PUNCT
spir-10483	48	5	&	&	CCONJ
spir-10483	48	6	hackl	hackl	PROPN
spir-10483	48	7	,	,	PUNCT
spir-10483	48	8	a.	a.	NOUN
spir-10483	48	9	m.	m.	NOUN
spir-10483	48	10	(	(	PUNCT
spir-10483	48	11	2015	2015	NUM
spir-10483	48	12	)	)	PUNCT
spir-10483	48	13	.	.	PUNCT
spir-10483	49	1	internet	internet	NOUN
spir-10483	49	2	governance	governance	NOUN
spir-10483	49	3	by	by	ADP
spir-10483	49	4	social	social	ADJ
spir-10483	49	5	media	medium	NOUN
spir-10483	49	6	platforms	platform	NOUN
spir-10483	49	7	.	.	PUNCT
spir-10483	50	1	telecommunications	telecommunication	NOUN
spir-10483	50	2	policy	policy	NOUN
spir-10483	50	3	,	,	PUNCT
spir-10483	50	4	39(9	39(9	NUM
spir-10483	50	5	)	)	PUNCT
spir-10483	50	6	,	,	PUNCT
spir-10483	50	7	761–770	761–770	NUM
spir-10483	50	8	.	.	PUNCT
spir-10483	51	1	edwards	edwards	PROPN
spir-10483	51	2	,	,	PUNCT
spir-10483	51	3	l.	l.	PROPN
spir-10483	51	4	,	,	PUNCT
spir-10483	51	5	&	&	CCONJ
spir-10483	51	6	veale	veale	NOUN
spir-10483	51	7	,	,	PUNCT
spir-10483	51	8	m.	m.	NOUN
spir-10483	51	9	(	(	PUNCT
spir-10483	51	10	2017	2017	NUM
spir-10483	51	11	)	)	PUNCT
spir-10483	51	12	.	.	PUNCT
spir-10483	52	1	slave	slave	NOUN
spir-10483	52	2	to	to	ADP
spir-10483	52	3	the	the	DET
spir-10483	52	4	algorithm	algorithm	NOUN
spir-10483	52	5	?	?	PUNCT
spir-10483	53	1	why	why	SCONJ
spir-10483	53	2	a	a	DET
spir-10483	53	3	“	"	PUNCT
spir-10483	53	4	right	right	NOUN
spir-10483	53	5	to	to	ADP
spir-10483	53	6	an	an	DET
spir-10483	53	7	explanation	explanation	NOUN
spir-10483	53	8	”	"	PUNCT
spir-10483	53	9	is	be	AUX
spir-10483	53	10	probably	probably	ADV
spir-10483	53	11	not	not	PART
spir-10483	53	12	the	the	DET
spir-10483	53	13	remedy	remedy	NOUN
spir-10483	53	14	you	you	PRON
spir-10483	53	15	are	be	AUX
spir-10483	53	16	looking	look	VERB
spir-10483	53	17	for	for	ADP
spir-10483	53	18	.	.	PUNCT
spir-10483	54	1	duke	duke	PROPN
spir-10483	54	2	law	law	PROPN
spir-10483	54	3	&	&	CCONJ
spir-10483	54	4	technology	technology	PROPN
spir-10483	54	5	review	review	PROPN
spir-10483	54	6	,	,	PUNCT
spir-10483	54	7	16(1	16(1	NUM
spir-10483	54	8	)	)	PUNCT
spir-10483	54	9	,	,	PUNCT
spir-10483	54	10	18–84	18–84	X
spir-10483	54	11	.	.	PUNCT
spir-10483	55	1	gillespie	gillespie	PROPN
spir-10483	55	2	,	,	PUNCT
spir-10483	55	3	t.	t.	PROPN
spir-10483	55	4	(	(	PUNCT
spir-10483	55	5	2010	2010	NUM
spir-10483	55	6	)	)	PUNCT
spir-10483	55	7	.	.	PUNCT
spir-10483	56	1	the	the	DET
spir-10483	56	2	politics	politic	NOUN
spir-10483	56	3	of	of	ADP
spir-10483	56	4	“	"	PUNCT
spir-10483	56	5	platforms	platform	NOUN
spir-10483	56	6	.	.	PUNCT
spir-10483	56	7	”	"	PUNCT
spir-10483	57	1	new	new	ADJ
spir-10483	57	2	media	medium	NOUN
spir-10483	57	3	&	&	CCONJ
spir-10483	57	4	society	society	NOUN
spir-10483	57	5	,	,	PUNCT
spir-10483	57	6	12(3	12(3	NUM
spir-10483	57	7	)	)	PUNCT
spir-10483	57	8	,	,	PUNCT
spir-10483	57	9	347–364	347–364	NUM
spir-10483	57	10	.	.	PUNCT
spir-10483	57	11	gillespie	gillespie	PROPN
spir-10483	57	12	,	,	PUNCT
spir-10483	57	13	t.	t.	PROPN
spir-10483	57	14	(	(	PUNCT
spir-10483	57	15	2015	2015	NUM
spir-10483	57	16	)	)	PUNCT
spir-10483	57	17	.	.	PUNCT
spir-10483	58	1	platforms	platform	NOUN
spir-10483	58	2	intervene	intervene	VERB
spir-10483	58	3	.	.	PUNCT
spir-10483	59	1	social	social	ADJ
spir-10483	59	2	media	medium	NOUN
spir-10483	59	3	+	+	CCONJ
spir-10483	59	4	society	society	NOUN
spir-10483	59	5	,	,	PUNCT
spir-10483	59	6	1(1	1(1	NUM
spir-10483	59	7	)	)	PUNCT
spir-10483	59	8	,	,	PUNCT
spir-10483	59	9	2056305115580479	2056305115580479	NUM
spir-10483	59	10	.	.	PUNCT
spir-10483	60	1	gillespie	gillespie	PROPN
spir-10483	60	2	,	,	PUNCT
spir-10483	60	3	t.	t.	PROPN
spir-10483	60	4	(	(	PUNCT
spir-10483	60	5	2017	2017	NUM
spir-10483	60	6	)	)	PUNCT
spir-10483	60	7	.	.	PUNCT
spir-10483	61	1	governance	governance	NOUN
spir-10483	61	2	of	of	ADP
spir-10483	61	3	and	and	CCONJ
spir-10483	61	4	by	by	ADP
spir-10483	61	5	platforms	platform	NOUN
spir-10483	61	6	.	.	PUNCT
spir-10483	62	1	in	in	ADP
spir-10483	62	2	j.	j.	PROPN
spir-10483	62	3	burgess	burgess	PROPN
spir-10483	62	4	,	,	PUNCT
spir-10483	62	5	a.	a.	PROPN
spir-10483	62	6	marwick	marwick	PROPN
spir-10483	62	7	&	&	CCONJ
spir-10483	62	8	t.	t.	PROPN
spir-10483	62	9	poell	poell	PROPN
spir-10483	62	10	,	,	PUNCT
spir-10483	62	11	eds	eds	PROPN
spir-10483	62	12	.	.	PROPN
spir-10483	62	13	,	,	PUNCT
spir-10483	62	14	the	the	DET
spir-10483	62	15	sage	sage	NOUN
spir-10483	62	16	handbook	handbook	NOUN
spir-10483	62	17	of	of	ADP
spir-10483	62	18	social	social	ADJ
spir-10483	62	19	media	medium	NOUN
spir-10483	62	20	.	.	PUNCT
spir-10483	63	1	los	los	PROPN
spir-10483	63	2	angeles	angeles	PROPN
spir-10483	63	3	,	,	PUNCT
spir-10483	63	4	ca	can	AUX
spir-10483	63	5	:	:	PUNCT
spir-10483	63	6	sage	sage	VERB
spir-10483	63	7	.	.	PUNCT
spir-10483	64	1	angwin	angwin	PROPN
spir-10483	64	2	,	,	PUNCT
spir-10483	64	3	j.	j.	PROPN
spir-10483	64	4	&	&	CCONJ
spir-10483	64	5	grassegger	grassegger	PROPN
spir-10483	64	6	,	,	PUNCT
spir-10483	64	7	h.	h.	PROPN
spir-10483	64	8	(	(	PUNCT
spir-10483	64	9	2017	2017	NUM
spir-10483	64	10	,	,	PUNCT
spir-10483	64	11	june	june	PROPN
spir-10483	64	12	28	28	NUM
spir-10483	64	13	)	)	PUNCT
spir-10483	64	14	.	.	PUNCT
spir-10483	65	1	facebook	facebook	PROPN
spir-10483	65	2	’s	’s	PART
spir-10483	65	3	secret	secret	ADJ
spir-10483	65	4	censorship	censorship	NOUN
spir-10483	65	5	rules	rule	NOUN
spir-10483	65	6	protect	protect	VERB
spir-10483	65	7	white	white	ADJ
spir-10483	65	8	men	man	NOUN
spir-10483	65	9	from	from	ADP
spir-10483	65	10	hate	hate	NOUN
spir-10483	65	11	speech	speech	NOUN
spir-10483	65	12	,	,	PUNCT
spir-10483	65	13	but	but	CCONJ
spir-10483	65	14	not	not	PART
spir-10483	65	15	black	black	ADJ
spir-10483	65	16	children	child	NOUN
spir-10483	65	17	.	.	PUNCT
spir-10483	66	1	propublica	propublica	PROPN
spir-10483	66	2	.	.	PROPN
spir-10483	66	3	retrieved	retrieve	VERB
spir-10483	66	4	from	from	ADP
spir-10483	66	5	https://www.propublica.org/article/facebook-hate-speechcensorship-internal-documents-algorithms	https://www.propublica.org/article/facebook-hate-speechcensorship-internal-documents-algorithm	NOUN