id	sid	tid	token	lemma	pos
spir-11307	1	1	posada-aoir2020-final.pdf	posada-aoir2020-final.pdf	PROPN
spir-11307	1	2	selected	select	VERB
spir-11307	1	3	papers	paper	NOUN
spir-11307	1	4	of	of	ADP
spir-11307	1	5	#	#	SYM
spir-11307	1	6	aoir2020	aoir2020	PROPN
spir-11307	1	7	:	:	PUNCT
spir-11307	1	8	the	the	DET
spir-11307	1	9	21st	21st	ADJ
spir-11307	1	10	annual	annual	ADJ
spir-11307	1	11	conference	conference	NOUN
spir-11307	1	12	of	of	ADP
spir-11307	1	13	the	the	DET
spir-11307	1	14	association	association	NOUN
spir-11307	1	15	of	of	ADP
spir-11307	1	16	internet	internet	NOUN
spir-11307	1	17	researchers	researcher	NOUN
spir-11307	1	18	dublin	dublin	PROPN
spir-11307	1	19	,	,	PUNCT
spir-11307	1	20	ireland	ireland	PROPN
spir-11307	1	21	/	/	SYM
spir-11307	1	22	28	28	NUM
spir-11307	1	23	-	-	SYM
spir-11307	1	24	31	31	NUM
spir-11307	1	25	october	october	PROPN
spir-11307	1	26	2020	2020	NUM
spir-11307	1	27	from	from	ADP
spir-11307	1	28	development	development	NOUN
spir-11307	1	29	to	to	ADP
spir-11307	1	30	deployment	deployment	NOUN
spir-11307	1	31	:	:	PUNCT
spir-11307	1	32	for	for	ADP
spir-11307	1	33	a	a	DET
spir-11307	1	34	comprehensive	comprehensive	ADJ
spir-11307	1	35	approach	approach	NOUN
spir-11307	1	36	to	to	ADP
spir-11307	1	37	ethics	ethic	NOUN
spir-11307	1	38	of	of	ADP
spir-11307	1	39	ai	ai	PROPN
spir-11307	1	40	and	and	CCONJ
spir-11307	1	41	labour	labour	PROPN
spir-11307	1	42	julian	julian	PROPN
spir-11307	1	43	posada	posada	PROPN
spir-11307	1	44	university	university	PROPN
spir-11307	1	45	of	of	ADP
spir-11307	1	46	toronto	toronto	PROPN
spir-11307	1	47	in	in	ADP
spir-11307	1	48	recent	recent	ADJ
spir-11307	1	49	years	year	NOUN
spir-11307	1	50	,	,	PUNCT
spir-11307	1	51	government	government	NOUN
spir-11307	1	52	and	and	CCONJ
spir-11307	1	53	policy	policy	NOUN
spir-11307	1	54	organizations	organization	NOUN
spir-11307	1	55	,	,	PUNCT
spir-11307	1	56	private	private	ADJ
spir-11307	1	57	companies	company	NOUN
spir-11307	1	58	,	,	PUNCT
spir-11307	1	59	and	and	CCONJ
spir-11307	1	60	research	research	NOUN
spir-11307	1	61	agencies	agency	NOUN
spir-11307	1	62	have	have	AUX
spir-11307	1	63	been	be	AUX
spir-11307	1	64	discussing	discuss	VERB
spir-11307	1	65	the	the	DET
spir-11307	1	66	potential	potential	ADJ
spir-11307	1	67	disruption	disruption	NOUN
spir-11307	1	68	caused	cause	VERB
spir-11307	1	69	by	by	ADP
spir-11307	1	70	the	the	DET
spir-11307	1	71	deployment	deployment	NOUN
spir-11307	1	72	of	of	ADP
spir-11307	1	73	ai	ai	PROPN
spir-11307	1	74	systems	system	NOUN
spir-11307	1	75	in	in	ADP
spir-11307	1	76	working	work	VERB
spir-11307	1	77	environments	environment	NOUN
spir-11307	1	78	.	.	PUNCT
spir-11307	2	1	ethics	ethic	NOUN
spir-11307	2	2	are	be	AUX
spir-11307	2	3	fundamental	fundamental	ADJ
spir-11307	2	4	to	to	ADP
spir-11307	2	5	understanding	understand	VERB
spir-11307	2	6	the	the	DET
spir-11307	2	7	implications	implication	NOUN
spir-11307	2	8	of	of	ADP
spir-11307	2	9	technological	technological	ADJ
spir-11307	2	10	development	development	NOUN
spir-11307	2	11	and	and	CCONJ
spir-11307	2	12	its	its	PRON
spir-11307	2	13	implementation	implementation	NOUN
spir-11307	2	14	,	,	PUNCT
spir-11307	2	15	and	and	CCONJ
spir-11307	2	16	to	to	ADP
spir-11307	2	17	what	what	DET
spir-11307	2	18	extent	extent	NOUN
spir-11307	2	19	it	it	PRON
spir-11307	2	20	can	can	AUX
spir-11307	2	21	serve	serve	VERB
spir-11307	2	22	workers	worker	NOUN
spir-11307	2	23	.	.	PUNCT
spir-11307	3	1	while	while	SCONJ
spir-11307	3	2	ethics	ethic	NOUN
spir-11307	3	3	are	be	AUX
spir-11307	3	4	a	a	DET
spir-11307	3	5	cornerstone	cornerstone	NOUN
spir-11307	3	6	in	in	ADP
spir-11307	3	7	the	the	DET
spir-11307	3	8	achievement	achievement	NOUN
spir-11307	3	9	of	of	ADP
spir-11307	3	10	positive	positive	ADJ
spir-11307	3	11	outcomes	outcome	NOUN
spir-11307	3	12	,	,	PUNCT
spir-11307	3	13	their	their	PRON
spir-11307	3	14	lack	lack	NOUN
spir-11307	3	15	of	of	ADP
spir-11307	3	16	enforcement	enforcement	NOUN
spir-11307	3	17	mechanisms	mechanism	NOUN
spir-11307	3	18	makes	make	VERB
spir-11307	3	19	their	their	PRON
spir-11307	3	20	implementation	implementation	NOUN
spir-11307	3	21	challenging	challenge	VERB
spir-11307	3	22	.	.	PUNCT
spir-11307	4	1	existing	exist	VERB
spir-11307	4	2	principles	principle	NOUN
spir-11307	4	3	and	and	CCONJ
spir-11307	4	4	ethical	ethical	ADJ
spir-11307	4	5	frameworks	framework	NOUN
spir-11307	4	6	focus	focus	VERB
spir-11307	4	7	exclusively	exclusively	ADV
spir-11307	4	8	on	on	ADP
spir-11307	4	9	the	the	DET
spir-11307	4	10	deployment	deployment	NOUN
spir-11307	4	11	or	or	CCONJ
spir-11307	4	12	applications	application	NOUN
spir-11307	4	13	of	of	ADP
spir-11307	4	14	artificial	artificial	ADJ
spir-11307	4	15	intelligence	intelligence	NOUN
spir-11307	4	16	in	in	ADP
spir-11307	4	17	the	the	DET
spir-11307	4	18	workplace	workplace	NOUN
spir-11307	4	19	when	when	SCONJ
spir-11307	4	20	considering	consider	VERB
spir-11307	4	21	the	the	DET
spir-11307	4	22	relationship	relationship	NOUN
spir-11307	4	23	between	between	ADP
spir-11307	4	24	these	these	DET
spir-11307	4	25	technologies	technology	NOUN
spir-11307	4	26	and	and	CCONJ
spir-11307	4	27	human	human	ADJ
spir-11307	4	28	labour	labour	NOUN
spir-11307	4	29	.	.	PUNCT
spir-11307	5	1	however	however	ADV
spir-11307	5	2	,	,	PUNCT
spir-11307	5	3	none	none	NOUN
spir-11307	5	4	of	of	ADP
spir-11307	5	5	these	these	DET
spir-11307	5	6	ethical	ethical	ADJ
spir-11307	5	7	principles	principle	NOUN
spir-11307	5	8	address	address	VERB
spir-11307	5	9	the	the	DET
spir-11307	5	10	forms	form	NOUN
spir-11307	5	11	of	of	ADP
spir-11307	5	12	labour	labour	NOUN
spir-11307	5	13	required	require	VERB
spir-11307	5	14	to	to	PART
spir-11307	5	15	develop	develop	VERB
spir-11307	5	16	and	and	CCONJ
spir-11307	5	17	maintain	maintain	VERB
spir-11307	5	18	artificial	artificial	ADJ
spir-11307	5	19	intelligence	intelligence	NOUN
spir-11307	5	20	systems	system	NOUN
spir-11307	5	21	.	.	PUNCT
spir-11307	6	1	this	this	DET
spir-11307	6	2	paper	paper	NOUN
spir-11307	6	3	presents	present	VERB
spir-11307	6	4	the	the	DET
spir-11307	6	5	implications	implication	NOUN
spir-11307	6	6	of	of	ADP
spir-11307	6	7	both	both	DET
spir-11307	6	8	instances	instance	NOUN
spir-11307	6	9	in	in	ADP
spir-11307	6	10	which	which	PRON
spir-11307	6	11	human	human	ADJ
spir-11307	6	12	labour	labour	NOUN
spir-11307	6	13	is	be	AUX
spir-11307	6	14	affected	affect	VERB
spir-11307	6	15	by	by	ADP
spir-11307	6	16	—	—	PUNCT
spir-11307	6	17	and	and	CCONJ
spir-11307	6	18	influences	influence	NOUN
spir-11307	6	19	—	—	PUNCT
spir-11307	6	20	ai	ai	VERB
spir-11307	6	21	,	,	PUNCT
spir-11307	6	22	since	since	SCONJ
spir-11307	6	23	an	an	DET
spir-11307	6	24	understanding	understanding	NOUN
spir-11307	6	25	of	of	ADP
spir-11307	6	26	both	both	PRON
spir-11307	6	27	is	be	AUX
spir-11307	6	28	necessary	necessary	ADJ
spir-11307	6	29	for	for	ADP
spir-11307	6	30	a	a	DET
spir-11307	6	31	comprehensive	comprehensive	ADJ
spir-11307	6	32	discussion	discussion	NOUN
spir-11307	6	33	on	on	ADP
spir-11307	6	34	the	the	DET
spir-11307	6	35	implications	implication	NOUN
spir-11307	6	36	of	of	ADP
spir-11307	6	37	ai	ai	NOUN
spir-11307	6	38	and	and	CCONJ
spir-11307	6	39	work	work	VERB
spir-11307	6	40	.	.	PUNCT
spir-11307	7	1	current	current	ADJ
spir-11307	7	2	concerns	concern	NOUN
spir-11307	7	3	with	with	ADP
spir-11307	7	4	ai	ai	NOUN
spir-11307	7	5	and	and	CCONJ
spir-11307	7	6	labour	labour	VERB
spir-11307	7	7	the	the	DET
spir-11307	7	8	contemporary	contemporary	ADJ
spir-11307	7	9	landscape	landscape	NOUN
spir-11307	7	10	of	of	ADP
spir-11307	7	11	narrow	narrow	ADJ
spir-11307	7	12	ai	ai	NOUN
spir-11307	7	13	systems	system	NOUN
spir-11307	7	14	suggests	suggest	VERB
spir-11307	7	15	that	that	SCONJ
spir-11307	7	16	,	,	PUNCT
spir-11307	7	17	while	while	SCONJ
spir-11307	7	18	these	these	DET
spir-11307	7	19	technologies	technology	NOUN
spir-11307	7	20	have	have	VERB
spir-11307	7	21	incredible	incredible	ADJ
spir-11307	7	22	calculative	calculative	ADJ
spir-11307	7	23	potential	potential	NOUN
spir-11307	7	24	and	and	CCONJ
spir-11307	7	25	applications	application	NOUN
spir-11307	7	26	in	in	ADP
spir-11307	7	27	a	a	DET
spir-11307	7	28	wide	wide	ADJ
spir-11307	7	29	range	range	NOUN
spir-11307	7	30	of	of	ADP
spir-11307	7	31	domains	domain	NOUN
spir-11307	7	32	,	,	PUNCT
spir-11307	7	33	they	they	PRON
spir-11307	7	34	are	be	AUX
spir-11307	7	35	nonetheless	nonetheless	ADV
spir-11307	7	36	incapable	incapable	ADJ
spir-11307	7	37	of	of	ADP
spir-11307	7	38	judgement	judgement	NOUN
spir-11307	7	39	(	(	PUNCT
spir-11307	7	40	cantwell	cantwell	PROPN
spir-11307	7	41	smith	smith	PROPN
spir-11307	7	42	2019	2019	NUM
spir-11307	7	43	)	)	PUNCT
spir-11307	7	44	.	.	PUNCT
spir-11307	8	1	for	for	ADP
spir-11307	8	2	this	this	DET
spir-11307	8	3	reason	reason	NOUN
spir-11307	8	4	,	,	PUNCT
spir-11307	8	5	the	the	DET
spir-11307	8	6	relationship	relationship	NOUN
spir-11307	8	7	between	between	ADP
spir-11307	8	8	artificial	artificial	ADJ
spir-11307	8	9	intelligence	intelligence	NOUN
spir-11307	8	10	and	and	CCONJ
spir-11307	8	11	human	human	ADJ
spir-11307	8	12	agency	agency	NOUN
spir-11307	8	13	at	at	ADP
spir-11307	8	14	all	all	DET
spir-11307	8	15	levels	level	NOUN
spir-11307	8	16	remains	remain	VERB
spir-11307	8	17	fundamental	fundamental	ADJ
spir-11307	8	18	,	,	PUNCT
spir-11307	8	19	and	and	CCONJ
spir-11307	8	20	the	the	DET
spir-11307	8	21	role	role	NOUN
spir-11307	8	22	of	of	ADP
spir-11307	8	23	human	human	ADJ
spir-11307	8	24	labour	labour	NOUN
spir-11307	8	25	should	should	AUX
spir-11307	8	26	be	be	AUX
spir-11307	8	27	considered	consider	VERB
spir-11307	8	28	in	in	ADP
spir-11307	8	29	all	all	DET
spir-11307	8	30	stages	stage	NOUN
spir-11307	8	31	of	of	ADP
spir-11307	8	32	ai	ai	ADJ
spir-11307	8	33	development	development	NOUN
spir-11307	8	34	and	and	CCONJ
spir-11307	8	35	deployment	deployment	NOUN
spir-11307	8	36	.	.	PUNCT
spir-11307	9	1	by	by	ADP
spir-11307	9	2	development	development	NOUN
spir-11307	9	3	,	,	PUNCT
spir-11307	9	4	this	this	DET
spir-11307	9	5	paper	paper	NOUN
spir-11307	9	6	refers	refer	VERB
spir-11307	9	7	to	to	ADP
spir-11307	9	8	the	the	DET
spir-11307	9	9	processes	process	NOUN
spir-11307	9	10	of	of	ADP
spir-11307	9	11	creating	create	VERB
spir-11307	9	12	,	,	PUNCT
spir-11307	9	13	sustaining	sustaining	NOUN
spir-11307	9	14	,	,	PUNCT
spir-11307	9	15	and	and	CCONJ
spir-11307	9	16	maintaining	maintain	VERB
spir-11307	9	17	ai	ai	VERB
spir-11307	9	18	systems	system	NOUN
spir-11307	9	19	.	.	PUNCT
spir-11307	10	1	by	by	ADP
spir-11307	10	2	deployment	deployment	NOUN
spir-11307	10	3	,	,	PUNCT
spir-11307	10	4	it	it	PRON
spir-11307	10	5	refers	refer	VERB
spir-11307	10	6	to	to	ADP
spir-11307	10	7	all	all	DET
spir-11307	10	8	applications	application	NOUN
spir-11307	10	9	of	of	ADP
spir-11307	10	10	ai	ai	VERB
spir-11307	10	11	in	in	ADP
spir-11307	10	12	the	the	DET
spir-11307	10	13	many	many	ADJ
spir-11307	10	14	instances	instance	NOUN
spir-11307	10	15	of	of	ADP
spir-11307	10	16	human	human	ADJ
spir-11307	10	17	labour	labour	NOUN
spir-11307	10	18	.	.	PUNCT
spir-11307	11	1	virtual	virtual	ADJ
spir-11307	11	2	event	event	NOUN
spir-11307	11	3	/	/	PUNCT
spir-11307	11	4	27	27	NUM
spir-11307	11	5	-	-	SYM
spir-11307	11	6	31	31	NUM
spir-11307	11	7	october	october	PROPN
spir-11307	11	8	2020	2020	NUM
spir-11307	11	9	suggested	suggest	VERB
spir-11307	11	10	citation	citation	NOUN
spir-11307	11	11	(	(	PUNCT
spir-11307	11	12	apa	apa	PROPN
spir-11307	11	13	):	):	PUNCT
spir-11307	11	14	posada	posada	PROPN
spir-11307	11	15	,	,	PUNCT
spir-11307	11	16	j.	j.	PROPN
spir-11307	11	17	(	(	PUNCT
spir-11307	11	18	2020	2020	NUM
spir-11307	11	19	,	,	PUNCT
spir-11307	11	20	october	october	PROPN
spir-11307	11	21	)	)	PUNCT
spir-11307	11	22	.	.	PUNCT
spir-11307	12	1	from	from	ADP
spir-11307	12	2	development	development	NOUN
spir-11307	12	3	to	to	ADP
spir-11307	12	4	deployment	deployment	NOUN
spir-11307	12	5	:	:	PUNCT
spir-11307	12	6	for	for	ADP
spir-11307	12	7	a	a	DET
spir-11307	12	8	comprehensive	comprehensive	ADJ
spir-11307	12	9	approach	approach	NOUN
spir-11307	12	10	to	to	ADP
spir-11307	12	11	ethics	ethic	NOUN
spir-11307	12	12	of	of	ADP
spir-11307	12	13	ai	ai	PROPN
spir-11307	12	14	and	and	CCONJ
spir-11307	12	15	labour	labour	NOUN
spir-11307	12	16	.	.	PUNCT
spir-11307	12	17	paper	paper	PROPN
spir-11307	12	18	presented	present	VERB
spir-11307	12	19	at	at	ADP
spir-11307	12	20	aoir	aoir	NOUN
spir-11307	12	21	2020	2020	NUM
spir-11307	12	22	:	:	PUNCT
spir-11307	12	23	the	the	DET
spir-11307	12	24	21th	21th	ADJ
spir-11307	12	25	annual	annual	ADJ
spir-11307	12	26	conference	conference	NOUN
spir-11307	12	27	of	of	ADP
spir-11307	12	28	the	the	DET
spir-11307	12	29	association	association	NOUN
spir-11307	12	30	of	of	ADP
spir-11307	12	31	internet	internet	NOUN
spir-11307	12	32	researchers	researcher	NOUN
spir-11307	12	33	.	.	PUNCT
spir-11307	13	1	virtual	virtual	ADJ
spir-11307	13	2	event	event	NOUN
spir-11307	13	3	:	:	PUNCT
spir-11307	13	4	aoir	aoir	NOUN
spir-11307	13	5	.	.	PUNCT
spir-11307	13	6	retrieved	retrieve	VERB
spir-11307	13	7	from	from	ADP
spir-11307	13	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11307	13	9	.	.	PUNCT
spir-11307	14	1	ai	ai	VERB
spir-11307	14	2	deployment	deployment	NOUN
spir-11307	14	3	there	there	PRON
spir-11307	14	4	are	be	VERB
spir-11307	14	5	several	several	ADJ
spir-11307	14	6	examples	example	NOUN
spir-11307	14	7	of	of	ADP
spir-11307	14	8	how	how	SCONJ
spir-11307	14	9	ai	ai	AUX
spir-11307	14	10	is	be	AUX
spir-11307	14	11	actively	actively	ADV
spir-11307	14	12	transforming	transform	VERB
spir-11307	14	13	labour	labour	NOUN
spir-11307	14	14	.	.	PUNCT
spir-11307	15	1	recent	recent	ADJ
spir-11307	15	2	studies	study	NOUN
spir-11307	15	3	on	on	ADP
spir-11307	15	4	the	the	DET
spir-11307	15	5	impact	impact	NOUN
spir-11307	15	6	of	of	ADP
spir-11307	15	7	ai	ai	ADJ
spir-11307	15	8	deployment	deployment	NOUN
spir-11307	15	9	in	in	ADP
spir-11307	15	10	traditional	traditional	ADJ
spir-11307	15	11	workplaces	workplace	NOUN
spir-11307	15	12	raise	raise	VERB
spir-11307	15	13	several	several	ADJ
spir-11307	15	14	concerns	concern	NOUN
spir-11307	15	15	that	that	PRON
spir-11307	15	16	are	be	AUX
spir-11307	15	17	,	,	PUNCT
spir-11307	15	18	in	in	ADP
spir-11307	15	19	many	many	ADJ
spir-11307	15	20	cases	case	NOUN
spir-11307	15	21	,	,	PUNCT
spir-11307	15	22	discussed	discuss	VERB
spir-11307	15	23	in	in	ADP
spir-11307	15	24	the	the	DET
spir-11307	15	25	ethical	ethical	ADJ
spir-11307	15	26	record	record	NOUN
spir-11307	15	27	of	of	ADP
spir-11307	15	28	ai	ai	PROPN
spir-11307	15	29	systems	system	NOUN
spir-11307	15	30	.	.	PUNCT
spir-11307	16	1	one	one	NUM
spir-11307	16	2	of	of	ADP
spir-11307	16	3	the	the	DET
spir-11307	16	4	most	most	ADV
spir-11307	16	5	discussed	discuss	VERB
spir-11307	16	6	concerns	concern	NOUN
spir-11307	16	7	revolves	revolve	VERB
spir-11307	16	8	around	around	ADP
spir-11307	16	9	discrimination	discrimination	NOUN
spir-11307	16	10	provoked	provoke	VERB
spir-11307	16	11	by	by	ADP
spir-11307	16	12	algorithms	algorithm	NOUN
spir-11307	16	13	,	,	PUNCT
spir-11307	16	14	since	since	SCONJ
spir-11307	16	15	ai	ai	ADV
spir-11307	16	16	creates	create	VERB
spir-11307	16	17	closed	closed	ADJ
spir-11307	16	18	systems	system	NOUN
spir-11307	16	19	that	that	PRON
spir-11307	16	20	lack	lack	VERB
spir-11307	16	21	external	external	ADJ
spir-11307	16	22	reviewing	reviewing	NOUN
spir-11307	16	23	processes	process	NOUN
spir-11307	16	24	,	,	PUNCT
spir-11307	16	25	target	target	VERB
spir-11307	16	26	specific	specific	ADJ
spir-11307	16	27	populations	population	NOUN
spir-11307	16	28	,	,	PUNCT
spir-11307	16	29	and	and	CCONJ
spir-11307	16	30	replicate	replicate	VERB
spir-11307	16	31	the	the	DET
spir-11307	16	32	criteria	criterion	NOUN
spir-11307	16	33	of	of	ADP
spir-11307	16	34	those	those	PRON
spir-11307	16	35	accepted	accept	VERB
spir-11307	16	36	when	when	SCONJ
spir-11307	16	37	looking	look	VERB
spir-11307	16	38	for	for	ADP
spir-11307	16	39	new	new	ADJ
spir-11307	16	40	participants	participant	NOUN
spir-11307	16	41	(	(	PUNCT
spir-11307	16	42	ajunwa	ajunwa	VERB
spir-11307	16	43	and	and	CCONJ
spir-11307	16	44	greene	greene	PROPN
spir-11307	16	45	2019	2019	NUM
spir-11307	16	46	)	)	PUNCT
spir-11307	16	47	.	.	PUNCT
spir-11307	17	1	privacy	privacy	NOUN
spir-11307	17	2	is	be	AUX
spir-11307	17	3	another	another	DET
spir-11307	17	4	major	major	ADJ
spir-11307	17	5	concern	concern	NOUN
spir-11307	17	6	relating	relate	VERB
spir-11307	17	7	to	to	ADP
spir-11307	17	8	ai	ai	VERB
spir-11307	17	9	deployment	deployment	NOUN
spir-11307	17	10	.	.	PUNCT
spir-11307	18	1	the	the	DET
spir-11307	18	2	constant	constant	ADJ
spir-11307	18	3	need	need	NOUN
spir-11307	18	4	for	for	ADP
spir-11307	18	5	automated	automate	VERB
spir-11307	18	6	systems	system	NOUN
spir-11307	18	7	to	to	PART
spir-11307	18	8	collect	collect	VERB
spir-11307	18	9	data	datum	NOUN
spir-11307	18	10	and	and	CCONJ
spir-11307	18	11	quantify	quantify	VERB
spir-11307	18	12	human	human	ADJ
spir-11307	18	13	behaviour	behaviour	NOUN
spir-11307	18	14	promotes	promote	VERB
spir-11307	18	15	the	the	DET
spir-11307	18	16	commodification	commodification	NOUN
spir-11307	18	17	of	of	ADP
spir-11307	18	18	privacy	privacy	NOUN
spir-11307	18	19	(	(	PUNCT
spir-11307	18	20	moore	moore	PROPN
spir-11307	18	21	and	and	CCONJ
spir-11307	18	22	robinson	robinson	PROPN
spir-11307	18	23	2016	2016	NUM
spir-11307	18	24	)	)	PUNCT
spir-11307	18	25	thereby	thereby	ADV
spir-11307	18	26	allowing	allow	VERB
spir-11307	18	27	it	it	PRON
spir-11307	18	28	to	to	PART
spir-11307	18	29	be	be	AUX
spir-11307	18	30	exchanged	exchange	VERB
spir-11307	18	31	for	for	ADP
spir-11307	18	32	employment	employment	NOUN
spir-11307	18	33	opportunities	opportunity	NOUN
spir-11307	18	34	(	(	PUNCT
spir-11307	18	35	ajunwa	ajunwa	VERB
spir-11307	18	36	,	,	PUNCT
spir-11307	18	37	crawford	crawford	PROPN
spir-11307	18	38	,	,	PUNCT
spir-11307	18	39	and	and	CCONJ
spir-11307	18	40	schultz	schultz	PROPN
spir-11307	18	41	2017	2017	NUM
spir-11307	18	42	)	)	PUNCT
spir-11307	18	43	.	.	PUNCT
spir-11307	19	1	moreover	moreover	ADV
spir-11307	19	2	,	,	PUNCT
spir-11307	19	3	in	in	ADP
spir-11307	19	4	cases	case	NOUN
spir-11307	19	5	where	where	SCONJ
spir-11307	19	6	workers	worker	NOUN
spir-11307	19	7	rely	rely	VERB
spir-11307	19	8	heavily	heavily	ADV
spir-11307	19	9	on	on	ADP
spir-11307	19	10	algorithmic	algorithmic	ADJ
spir-11307	19	11	guidance	guidance	NOUN
spir-11307	19	12	,	,	PUNCT
spir-11307	19	13	the	the	DET
spir-11307	19	14	automated	automate	VERB
spir-11307	19	15	systems	system	NOUN
spir-11307	19	16	themselves	themselves	PRON
spir-11307	19	17	become	become	VERB
spir-11307	19	18	the	the	DET
spir-11307	19	19	managers	manager	NOUN
spir-11307	19	20	,	,	PUNCT
spir-11307	19	21	tracking	track	VERB
spir-11307	19	22	and	and	CCONJ
spir-11307	19	23	influencing	influence	VERB
spir-11307	19	24	the	the	DET
spir-11307	19	25	actions	action	NOUN
spir-11307	19	26	of	of	ADP
spir-11307	19	27	workers	worker	NOUN
spir-11307	19	28	without	without	ADP
spir-11307	19	29	any	any	DET
spir-11307	19	30	accountability	accountability	NOUN
spir-11307	19	31	or	or	CCONJ
spir-11307	19	32	transparency	transparency	NOUN
spir-11307	19	33	(	(	PUNCT
spir-11307	19	34	mateescu	mateescu	NOUN
spir-11307	19	35	and	and	CCONJ
spir-11307	19	36	nguyen	nguyen	NOUN
spir-11307	19	37	2019	2019	NUM
spir-11307	19	38	)	)	PUNCT
spir-11307	19	39	.	.	PUNCT
spir-11307	20	1	ai	ai	VERB
spir-11307	20	2	development	development	NOUN
spir-11307	20	3	regarding	regard	VERB
spir-11307	20	4	the	the	DET
spir-11307	20	5	implications	implication	NOUN
spir-11307	20	6	of	of	ADP
spir-11307	20	7	labour	labour	NOUN
spir-11307	20	8	in	in	ADP
spir-11307	20	9	the	the	DET
spir-11307	20	10	development	development	NOUN
spir-11307	20	11	of	of	ADP
spir-11307	20	12	ai	ai	PROPN
spir-11307	20	13	,	,	PUNCT
spir-11307	20	14	crawford	crawford	PROPN
spir-11307	20	15	and	and	CCONJ
spir-11307	20	16	joler	joler	NOUN
spir-11307	20	17	demonstrate	demonstrate	VERB
spir-11307	20	18	how	how	SCONJ
spir-11307	20	19	the	the	DET
spir-11307	20	20	development	development	NOUN
spir-11307	20	21	of	of	ADP
spir-11307	20	22	artificial	artificial	ADJ
spir-11307	20	23	intelligence	intelligence	NOUN
spir-11307	20	24	relies	rely	VERB
spir-11307	20	25	heavily	heavily	ADV
spir-11307	20	26	on	on	ADP
spir-11307	20	27	different	different	ADJ
spir-11307	20	28	types	type	NOUN
spir-11307	20	29	of	of	ADP
spir-11307	20	30	human	human	ADJ
spir-11307	20	31	labour	labour	NOUN
spir-11307	20	32	and	and	CCONJ
spir-11307	20	33	natural	natural	ADJ
spir-11307	20	34	resources	resource	NOUN
spir-11307	20	35	that	that	PRON
spir-11307	20	36	span	span	VERB
spir-11307	20	37	the	the	DET
spir-11307	20	38	entire	entire	ADJ
spir-11307	20	39	planet	planet	NOUN
spir-11307	20	40	.	.	PUNCT
spir-11307	21	1	for	for	ADP
spir-11307	21	2	the	the	DET
spir-11307	21	3	authors	author	NOUN
spir-11307	21	4	,	,	PUNCT
spir-11307	21	5	the	the	DET
spir-11307	21	6	artificial	artificial	ADJ
spir-11307	21	7	intelligence	intelligence	NOUN
spir-11307	21	8	system	system	NOUN
spir-11307	21	9	“	"	PUNCT
spir-11307	21	10	becomes	become	VERB
spir-11307	21	11	a	a	DET
spir-11307	21	12	complex	complex	ADJ
spir-11307	21	13	structure	structure	NOUN
spir-11307	21	14	of	of	ADP
spir-11307	21	15	supply	supply	NOUN
spir-11307	21	16	chains	chain	NOUN
spir-11307	21	17	within	within	ADP
spir-11307	21	18	supply	supply	NOUN
spir-11307	21	19	chains	chain	NOUN
spir-11307	21	20	,	,	PUNCT
spir-11307	21	21	a	a	DET
spir-11307	21	22	zooming	zooming	NOUN
spir-11307	21	23	fractal	fractal	NOUN
spir-11307	21	24	of	of	ADP
spir-11307	21	25	tens	ten	NOUN
spir-11307	21	26	of	of	ADP
spir-11307	21	27	thousands	thousand	NOUN
spir-11307	21	28	of	of	ADP
spir-11307	21	29	suppliers	supplier	NOUN
spir-11307	21	30	,	,	PUNCT
spir-11307	21	31	millions	million	NOUN
spir-11307	21	32	of	of	ADP
spir-11307	21	33	kilometres	kilometre	NOUN
spir-11307	21	34	of	of	ADP
spir-11307	21	35	shipped	ship	VERB
spir-11307	21	36	materials	material	NOUN
spir-11307	21	37	and	and	CCONJ
spir-11307	21	38	hundreds	hundred	NOUN
spir-11307	21	39	of	of	ADP
spir-11307	21	40	thousands	thousand	NOUN
spir-11307	21	41	of	of	ADP
spir-11307	21	42	workers	worker	NOUN
spir-11307	21	43	included	include	VERB
spir-11307	21	44	within	within	ADP
spir-11307	21	45	the	the	DET
spir-11307	21	46	process	process	NOUN
spir-11307	21	47	even	even	ADV
spir-11307	21	48	before	before	SCONJ
spir-11307	21	49	the	the	DET
spir-11307	21	50	product	product	NOUN
spir-11307	21	51	is	be	AUX
spir-11307	21	52	assembled	assemble	VERB
spir-11307	21	53	on	on	ADP
spir-11307	21	54	the	the	DET
spir-11307	21	55	line	line	NOUN
spir-11307	21	56	”	"	PUNCT
spir-11307	21	57	(	(	PUNCT
spir-11307	21	58	crawford	crawford	PROPN
spir-11307	21	59	and	and	CCONJ
spir-11307	21	60	joler	joler	NOUN
spir-11307	21	61	2018	2018	NUM
spir-11307	21	62	)	)	PUNCT
spir-11307	21	63	.	.	PUNCT
spir-11307	22	1	thus	thus	ADV
spir-11307	22	2	,	,	PUNCT
spir-11307	22	3	by	by	ADP
spir-11307	22	4	focusing	focus	VERB
spir-11307	22	5	so	so	ADV
spir-11307	22	6	heavily	heavily	ADV
spir-11307	22	7	on	on	ADP
spir-11307	22	8	the	the	DET
spir-11307	22	9	deployment	deployment	NOUN
spir-11307	22	10	of	of	ADP
spir-11307	22	11	ai	ai	PROPN
spir-11307	22	12	systems	system	NOUN
spir-11307	22	13	and	and	CCONJ
spir-11307	22	14	the	the	DET
spir-11307	22	15	“	"	PUNCT
spir-11307	22	16	future	future	NOUN
spir-11307	22	17	of	of	ADP
spir-11307	22	18	work	work	NOUN
spir-11307	22	19	,	,	PUNCT
spir-11307	22	20	”	"	PUNCT
spir-11307	22	21	the	the	DET
spir-11307	22	22	situation	situation	NOUN
spir-11307	22	23	of	of	ADP
spir-11307	22	24	artificial	artificial	ADJ
spir-11307	22	25	intelligence	intelligence	NOUN
spir-11307	22	26	and	and	CCONJ
spir-11307	22	27	labour	labour	NOUN
spir-11307	22	28	in	in	ADP
spir-11307	22	29	the	the	DET
spir-11307	22	30	present	present	NOUN
spir-11307	22	31	remains	remain	VERB
spir-11307	22	32	,	,	PUNCT
spir-11307	22	33	in	in	ADP
spir-11307	22	34	many	many	ADJ
spir-11307	22	35	cases	case	NOUN
spir-11307	22	36	,	,	PUNCT
spir-11307	22	37	ignored	ignore	VERB
spir-11307	22	38	.	.	PUNCT
spir-11307	23	1	towards	towards	ADP
spir-11307	23	2	human	human	ADJ
spir-11307	23	3	rights	right	NOUN
spir-11307	23	4	-	-	PUNCT
spir-11307	23	5	based	base	VERB
spir-11307	23	6	ai	ai	VERB
spir-11307	23	7	labour	labour	ADJ
spir-11307	23	8	principles	principle	NOUN
spir-11307	23	9	as	as	ADP
spir-11307	23	10	the	the	DET
spir-11307	23	11	total	total	ADJ
spir-11307	23	12	quantification	quantification	NOUN
spir-11307	23	13	of	of	ADP
spir-11307	23	14	human	human	ADJ
spir-11307	23	15	and	and	CCONJ
spir-11307	23	16	social	social	ADJ
spir-11307	23	17	experience	experience	NOUN
spir-11307	23	18	remains	remain	VERB
spir-11307	23	19	a	a	DET
spir-11307	23	20	long	long	ADJ
spir-11307	23	21	-	-	PUNCT
spir-11307	23	22	term	term	NOUN
spir-11307	23	23	dream	dream	NOUN
spir-11307	23	24	,	,	PUNCT
spir-11307	23	25	the	the	DET
spir-11307	23	26	labour	labour	NOUN
spir-11307	23	27	of	of	ADP
spir-11307	23	28	those	those	PRON
spir-11307	23	29	required	require	VERB
spir-11307	23	30	to	to	PART
spir-11307	23	31	develop	develop	VERB
spir-11307	23	32	ai	ai	NOUN
spir-11307	23	33	–	–	PUNCT
spir-11307	23	34	and	and	CCONJ
spir-11307	23	35	those	those	PRON
spir-11307	23	36	affected	affect	VERB
spir-11307	23	37	by	by	ADP
spir-11307	23	38	its	its	PRON
spir-11307	23	39	application	application	NOUN
spir-11307	23	40	–	–	PUNCT
spir-11307	23	41	will	will	AUX
spir-11307	23	42	remain	remain	VERB
spir-11307	23	43	central	central	ADJ
spir-11307	23	44	to	to	ADP
spir-11307	23	45	the	the	DET
spir-11307	23	46	discussion	discussion	NOUN
spir-11307	23	47	of	of	ADP
spir-11307	23	48	its	its	PRON
spir-11307	23	49	ethics	ethic	NOUN
spir-11307	23	50	,	,	PUNCT
spir-11307	23	51	governance	governance	NOUN
spir-11307	23	52	,	,	PUNCT
spir-11307	23	53	and	and	CCONJ
spir-11307	23	54	policy	policy	NOUN
spir-11307	23	55	.	.	PUNCT
spir-11307	24	1	in	in	ADP
spir-11307	24	2	this	this	DET
spir-11307	24	3	context	context	NOUN
spir-11307	24	4	,	,	PUNCT
spir-11307	24	5	and	and	CCONJ
spir-11307	24	6	because	because	SCONJ
spir-11307	24	7	of	of	ADP
spir-11307	24	8	the	the	DET
spir-11307	24	9	lack	lack	NOUN
spir-11307	24	10	of	of	ADP
spir-11307	24	11	enforcement	enforcement	NOUN
spir-11307	24	12	of	of	ADP
spir-11307	24	13	ethical	ethical	ADJ
spir-11307	24	14	principles	principle	NOUN
spir-11307	24	15	of	of	ADP
spir-11307	24	16	ai	ai	NOUN
spir-11307	24	17	,	,	PUNCT
spir-11307	24	18	many	many	ADJ
spir-11307	24	19	of	of	ADP
spir-11307	24	20	these	these	DET
spir-11307	24	21	principles	principle	NOUN
spir-11307	24	22	currently	currently	ADV
spir-11307	24	23	operate	operate	VERB
spir-11307	24	24	under	under	ADP
spir-11307	24	25	the	the	DET
spir-11307	24	26	immense	immense	ADJ
spir-11307	24	27	influence	influence	NOUN
spir-11307	24	28	of	of	ADP
spir-11307	24	29	corporate	corporate	ADJ
spir-11307	24	30	entities	entity	NOUN
spir-11307	24	31	in	in	ADP
spir-11307	24	32	their	their	PRON
spir-11307	24	33	development	development	NOUN
spir-11307	24	34	(	(	PUNCT
spir-11307	24	35	yeung	yeung	PROPN
spir-11307	24	36	et	et	PROPN
spir-11307	24	37	al	al	PROPN
spir-11307	24	38	.	.	PROPN
spir-11307	24	39	2020	2020	NUM
spir-11307	24	40	)	)	PUNCT
spir-11307	24	41	.	.	PUNCT
spir-11307	25	1	through	through	ADP
spir-11307	25	2	the	the	DET
spir-11307	25	3	international	international	ADJ
spir-11307	25	4	labour	labour	PROPN
spir-11307	25	5	organization	organization	NOUN
spir-11307	25	6	,	,	PUNCT
spir-11307	25	7	united	united	PROPN
spir-11307	25	8	nations	nations	PROPN
spir-11307	25	9	has	have	AUX
spir-11307	25	10	issued	issue	VERB
spir-11307	25	11	several	several	ADJ
spir-11307	25	12	conventions	convention	NOUN
spir-11307	25	13	on	on	ADP
spir-11307	25	14	human	human	ADJ
spir-11307	25	15	rights	right	NOUN
spir-11307	25	16	in	in	ADP
spir-11307	25	17	working	work	VERB
spir-11307	25	18	contexts	context	NOUN
spir-11307	25	19	relating	relate	VERB
spir-11307	25	20	to	to	ADP
spir-11307	25	21	labour	labour	ADJ
spir-11307	25	22	issues	issue	NOUN
spir-11307	25	23	.	.	PUNCT
spir-11307	26	1	these	these	DET
spir-11307	26	2	fundamental	fundamental	ADJ
spir-11307	26	3	human	human	ADJ
spir-11307	26	4	rights	right	NOUN
spir-11307	26	5	on	on	ADP
spir-11307	26	6	labour	labour	NOUN
spir-11307	26	7	include	include	VERB
spir-11307	26	8	the	the	DET
spir-11307	26	9	freedom	freedom	NOUN
spir-11307	26	10	of	of	ADP
spir-11307	26	11	association	association	NOUN
spir-11307	26	12	and	and	CCONJ
spir-11307	26	13	recognition	recognition	NOUN
spir-11307	26	14	of	of	ADP
spir-11307	26	15	the	the	DET
spir-11307	26	16	right	right	NOUN
spir-11307	26	17	to	to	ADP
spir-11307	26	18	collective	collective	ADJ
spir-11307	26	19	bargaining	bargaining	NOUN
spir-11307	26	20	,	,	PUNCT
spir-11307	26	21	the	the	DET
spir-11307	26	22	elimination	elimination	NOUN
spir-11307	26	23	of	of	ADP
spir-11307	26	24	forced	force	VERB
spir-11307	26	25	labour	labour	NOUN
spir-11307	26	26	,	,	PUNCT
spir-11307	26	27	the	the	DET
spir-11307	26	28	abolition	abolition	NOUN
spir-11307	26	29	of	of	ADP
spir-11307	26	30	child	child	NOUN
spir-11307	26	31	labour	labour	NOUN
spir-11307	26	32	,	,	PUNCT
spir-11307	26	33	discrimination	discrimination	NOUN
spir-11307	26	34	,	,	PUNCT
spir-11307	26	35	and	and	CCONJ
spir-11307	26	36	equal	equal	ADJ
spir-11307	26	37	remuneration	remuneration	NOUN
spir-11307	26	38	(	(	PUNCT
spir-11307	26	39	international	international	ADJ
spir-11307	26	40	labour	labour	NOUN
spir-11307	26	41	organization	organization	NOUN
spir-11307	26	42	1998	1998	NUM
spir-11307	26	43	)	)	PUNCT
spir-11307	26	44	.	.	PUNCT
spir-11307	27	1	as	as	SCONJ
spir-11307	27	2	mentioned	mention	VERB
spir-11307	27	3	,	,	PUNCT
spir-11307	27	4	there	there	PRON
spir-11307	27	5	is	be	VERB
spir-11307	27	6	still	still	ADV
spir-11307	27	7	a	a	DET
spir-11307	27	8	long	long	ADJ
spir-11307	27	9	way	way	NOUN
spir-11307	27	10	to	to	PART
spir-11307	27	11	go	go	VERB
spir-11307	27	12	in	in	ADP
spir-11307	27	13	upholding	uphold	VERB
spir-11307	27	14	these	these	DET
spir-11307	27	15	basic	basic	ADJ
spir-11307	27	16	labour	labour	ADJ
spir-11307	27	17	principles	principle	NOUN
spir-11307	27	18	in	in	ADP
spir-11307	27	19	the	the	DET
spir-11307	27	20	development	development	NOUN
spir-11307	27	21	and	and	CCONJ
spir-11307	27	22	deployment	deployment	NOUN
spir-11307	27	23	of	of	ADP
spir-11307	27	24	ai	ai	NOUN
spir-11307	27	25	.	.	PUNCT
spir-11307	28	1	for	for	ADP
spir-11307	28	2	example	example	NOUN
spir-11307	28	3	,	,	PUNCT
spir-11307	28	4	some	some	DET
spir-11307	28	5	platforms	platform	NOUN
spir-11307	28	6	deliberately	deliberately	ADV
spir-11307	28	7	hinder	hinder	VERB
spir-11307	28	8	collective	collective	ADJ
spir-11307	28	9	bargaining	bargaining	NOUN
spir-11307	28	10	by	by	ADP
spir-11307	28	11	their	their	PRON
spir-11307	28	12	workers	worker	NOUN
spir-11307	28	13	(	(	PUNCT
spir-11307	28	14	woodcock	woodcock	NOUN
spir-11307	28	15	and	and	CCONJ
spir-11307	28	16	graham	graham	PROPN
spir-11307	28	17	2020	2020	NUM
spir-11307	28	18	)	)	PUNCT
spir-11307	28	19	,	,	PUNCT
spir-11307	28	20	and	and	CCONJ
spir-11307	28	21	the	the	DET
spir-11307	28	22	application	application	NOUN
spir-11307	28	23	of	of	ADP
spir-11307	28	24	artificial	artificial	ADJ
spir-11307	28	25	intelligence	intelligence	NOUN
spir-11307	28	26	in	in	ADP
spir-11307	28	27	worker	worker	NOUN
spir-11307	28	28	recruitment	recruitment	NOUN
spir-11307	28	29	reproduces	reproduce	VERB
spir-11307	28	30	biases	bias	NOUN
spir-11307	28	31	towards	towards	ADP
spir-11307	28	32	particular	particular	ADJ
spir-11307	28	33	minorities	minority	NOUN
spir-11307	28	34	(	(	PUNCT
spir-11307	28	35	ajunwa	ajunwa	NOUN
spir-11307	28	36	2017	2017	NUM
spir-11307	28	37	)	)	PUNCT
spir-11307	28	38	.	.	PUNCT
spir-11307	29	1	conclusion	conclusion	NOUN
spir-11307	29	2	ethical	ethical	ADJ
spir-11307	29	3	principles	principle	NOUN
spir-11307	29	4	are	be	AUX
spir-11307	29	5	essential	essential	ADJ
spir-11307	29	6	to	to	ADP
spir-11307	29	7	the	the	DET
spir-11307	29	8	relationship	relationship	NOUN
spir-11307	29	9	between	between	ADP
spir-11307	29	10	ai	ai	PROPN
spir-11307	29	11	and	and	CCONJ
spir-11307	29	12	human	human	ADJ
spir-11307	29	13	labour	labour	NOUN
spir-11307	29	14	,	,	PUNCT
spir-11307	29	15	but	but	CCONJ
spir-11307	29	16	they	they	PRON
spir-11307	29	17	need	need	VERB
spir-11307	29	18	to	to	PART
spir-11307	29	19	become	become	VERB
spir-11307	29	20	more	more	ADV
spir-11307	29	21	comprehensive	comprehensive	ADJ
spir-11307	29	22	.	.	PUNCT
spir-11307	30	1	principles	principle	NOUN
spir-11307	30	2	alone	alone	ADV
spir-11307	30	3	can	can	AUX
spir-11307	30	4	not	not	PART
spir-11307	30	5	be	be	AUX
spir-11307	30	6	enforced	enforce	VERB
spir-11307	30	7	in	in	ADP
spir-11307	30	8	social	social	ADJ
spir-11307	30	9	contexts	context	NOUN
spir-11307	30	10	and	and	CCONJ
spir-11307	30	11	they	they	PRON
spir-11307	30	12	should	should	AUX
spir-11307	30	13	go	go	VERB
spir-11307	30	14	hand	hand	NOUN
spir-11307	30	15	in	in	ADP
spir-11307	30	16	hand	hand	NOUN
spir-11307	30	17	with	with	ADP
spir-11307	30	18	clear	clear	ADJ
spir-11307	30	19	governance	governance	NOUN
spir-11307	30	20	procedures	procedure	NOUN
spir-11307	30	21	involving	involve	VERB
spir-11307	30	22	multiple	multiple	ADJ
spir-11307	30	23	parties	party	NOUN
spir-11307	30	24	and	and	CCONJ
spir-11307	30	25	a	a	DET
spir-11307	30	26	clear	clear	ADJ
spir-11307	30	27	oversight	oversight	NOUN
spir-11307	30	28	from	from	ADP
spir-11307	30	29	international	international	ADJ
spir-11307	30	30	and	and	CCONJ
spir-11307	30	31	national	national	ADJ
spir-11307	30	32	policies	policy	NOUN
spir-11307	30	33	that	that	PRON
spir-11307	30	34	aim	aim	VERB
spir-11307	30	35	to	to	PART
spir-11307	30	36	respect	respect	VERB
spir-11307	30	37	already	already	ADV
spir-11307	30	38	established	establish	VERB
spir-11307	30	39	human	human	ADJ
spir-11307	30	40	rights	right	NOUN
spir-11307	30	41	.	.	PUNCT
spir-11307	31	1	these	these	DET
spir-11307	31	2	actions	action	NOUN
spir-11307	31	3	can	can	AUX
spir-11307	31	4	not	not	PART
spir-11307	31	5	focus	focus	VERB
spir-11307	31	6	solely	solely	ADV
spir-11307	31	7	on	on	ADP
spir-11307	31	8	the	the	DET
spir-11307	31	9	prospective	prospective	ADJ
spir-11307	31	10	“	"	PUNCT
spir-11307	31	11	future	future	NOUN
spir-11307	31	12	of	of	ADP
spir-11307	31	13	work	work	NOUN
spir-11307	31	14	”	"	PUNCT
spir-11307	31	15	or	or	CCONJ
spir-11307	31	16	exclusively	exclusively	ADV
spir-11307	31	17	on	on	ADP
spir-11307	31	18	the	the	DET
spir-11307	31	19	deployment	deployment	NOUN
spir-11307	31	20	of	of	ADP
spir-11307	31	21	artificial	artificial	ADJ
spir-11307	31	22	intelligence	intelligence	NOUN
spir-11307	31	23	in	in	ADP
spir-11307	31	24	the	the	DET
spir-11307	31	25	workplace	workplace	NOUN
spir-11307	31	26	.	.	PUNCT
spir-11307	32	1	ai	ai	VERB
spir-11307	32	2	is	be	AUX
spir-11307	32	3	here	here	ADV
spir-11307	33	1	and	and	CCONJ
spir-11307	33	2	it	it	PRON
spir-11307	33	3	is	be	AUX
spir-11307	33	4	already	already	ADV
spir-11307	33	5	impacting	impact	VERB
spir-11307	33	6	the	the	DET
spir-11307	33	7	“	"	PUNCT
spir-11307	33	8	present	present	NOUN
spir-11307	33	9	of	of	ADP
spir-11307	33	10	work	work	NOUN
spir-11307	33	11	.	.	PUNCT
spir-11307	33	12	”	"	PUNCT
spir-11307	34	1	machines	machine	NOUN
spir-11307	34	2	depend	depend	VERB
spir-11307	34	3	on	on	ADP
spir-11307	34	4	humans	human	NOUN
spir-11307	34	5	to	to	PART
spir-11307	34	6	exist	exist	VERB
spir-11307	34	7	,	,	PUNCT
spir-11307	34	8	and	and	CCONJ
spir-11307	34	9	both	both	DET
spir-11307	34	10	entities	entity	NOUN
spir-11307	34	11	are	be	AUX
spir-11307	34	12	already	already	ADV
spir-11307	34	13	complementing	complement	VERB
spir-11307	34	14	each	each	DET
spir-11307	34	15	other	other	ADJ
spir-11307	34	16	.	.	PUNCT
spir-11307	35	1	ethics	ethic	NOUN
spir-11307	35	2	,	,	PUNCT
spir-11307	35	3	governance	governance	NOUN
spir-11307	35	4	,	,	PUNCT
spir-11307	35	5	and	and	CCONJ
spir-11307	35	6	policy	policy	NOUN
spir-11307	35	7	will	will	AUX
spir-11307	35	8	remain	remain	VERB
spir-11307	35	9	essential	essential	ADJ
spir-11307	35	10	,	,	PUNCT
spir-11307	35	11	as	as	SCONJ
spir-11307	35	12	the	the	DET
spir-11307	35	13	question	question	NOUN
spir-11307	35	14	will	will	AUX
spir-11307	35	15	not	not	PART
spir-11307	35	16	be	be	AUX
spir-11307	35	17	if	if	SCONJ
spir-11307	35	18	machines	machine	NOUN
spir-11307	35	19	will	will	AUX
spir-11307	35	20	be	be	AUX
spir-11307	35	21	replacing	replace	VERB
spir-11307	35	22	humans	human	NOUN
spir-11307	35	23	,	,	PUNCT
spir-11307	35	24	but	but	CCONJ
spir-11307	35	25	who	who	PRON
spir-11307	35	26	will	will	AUX
spir-11307	35	27	own	own	VERB
spir-11307	35	28	and	and	CCONJ
spir-11307	35	29	have	have	VERB
spir-11307	35	30	a	a	DET
spir-11307	35	31	say	say	NOUN
spir-11307	35	32	in	in	ADP
spir-11307	35	33	the	the	DET
spir-11307	35	34	relationship	relationship	NOUN
spir-11307	35	35	between	between	ADP
spir-11307	35	36	humans	human	NOUN
spir-11307	35	37	and	and	CCONJ
spir-11307	35	38	machines	machine	NOUN
spir-11307	35	39	.	.	PUNCT
spir-11307	36	1	references	reference	NOUN
spir-11307	36	2	ajunwa	ajunwa	VERB
spir-11307	36	3	,	,	PUNCT
spir-11307	36	4	ifeoma	ifeoma	NOUN
spir-11307	36	5	.	.	PUNCT
spir-11307	37	1	2017	2017	NUM
spir-11307	37	2	.	.	PUNCT
spir-11307	38	1	“	"	PUNCT
spir-11307	38	2	workplace	workplace	NOUN
spir-11307	38	3	wellness	wellness	NOUN
spir-11307	38	4	programs	program	NOUN
spir-11307	38	5	could	could	AUX
spir-11307	38	6	be	be	AUX
spir-11307	38	7	putting	put	VERB
spir-11307	38	8	your	your	PRON
spir-11307	38	9	health	health	NOUN
spir-11307	38	10	data	datum	NOUN
spir-11307	38	11	at	at	ADP
spir-11307	38	12	risk	risk	NOUN
spir-11307	38	13	.	.	PUNCT
spir-11307	38	14	”	"	PUNCT
spir-11307	39	1	harvard	harvard	PROPN
spir-11307	39	2	business	business	PROPN
spir-11307	39	3	review	review	PROPN
spir-11307	39	4	digital	digital	ADJ
spir-11307	39	5	articles	article	NOUN
spir-11307	39	6	2–5	2–5	PROPN
spir-11307	39	7	.	.	PUNCT
spir-11307	40	1	ajunwa	ajunwa	PROPN
spir-11307	40	2	,	,	PUNCT
spir-11307	40	3	ifeoma	ifeoma	PROPN
spir-11307	40	4	,	,	PUNCT
spir-11307	40	5	kate	kate	PROPN
spir-11307	40	6	crawford	crawford	PROPN
spir-11307	40	7	,	,	PUNCT
spir-11307	40	8	and	and	CCONJ
spir-11307	40	9	jason	jason	PROPN
spir-11307	40	10	schultz	schultz	PROPN
spir-11307	40	11	.	.	PUNCT
spir-11307	41	1	2017	2017	NUM
spir-11307	41	2	.	.	PUNCT
spir-11307	42	1	“	"	PUNCT
spir-11307	42	2	limitless	limitless	ADJ
spir-11307	42	3	worker	worker	NOUN
spir-11307	42	4	surveillance	surveillance	NOUN
spir-11307	42	5	.	.	PUNCT
spir-11307	42	6	”	"	PUNCT
spir-11307	43	1	california	california	PROPN
spir-11307	43	2	law	law	PROPN
spir-11307	43	3	review	review	VERB
spir-11307	43	4	105(3):735–76	105(3):735–76	NUM
spir-11307	43	5	.	.	PUNCT
spir-11307	44	1	ajunwa	ajunwa	PROPN
spir-11307	44	2	,	,	PUNCT
spir-11307	44	3	ifeoma	ifeoma	PROPN
spir-11307	44	4	and	and	CCONJ
spir-11307	44	5	daniel	daniel	PROPN
spir-11307	44	6	greene	greene	PROPN
spir-11307	44	7	.	.	PUNCT
spir-11307	45	1	2019	2019	NUM
spir-11307	45	2	.	.	PUNCT
spir-11307	46	1	“	"	PUNCT
spir-11307	46	2	platforms	platform	NOUN
spir-11307	46	3	at	at	ADP
spir-11307	46	4	work	work	NOUN
spir-11307	46	5	:	:	PUNCT
spir-11307	46	6	automated	automate	VERB
spir-11307	46	7	hiring	hiring	NOUN
spir-11307	46	8	platforms	platform	NOUN
spir-11307	46	9	and	and	CCONJ
spir-11307	46	10	other	other	ADJ
spir-11307	46	11	new	new	ADJ
spir-11307	46	12	intermediaries	intermediary	NOUN
spir-11307	46	13	in	in	ADP
spir-11307	46	14	the	the	DET
spir-11307	46	15	organization	organization	NOUN
spir-11307	46	16	of	of	ADP
spir-11307	46	17	work	work	NOUN
spir-11307	46	18	.	.	PUNCT
spir-11307	46	19	”	"	PUNCT
spir-11307	47	1	research	research	NOUN
spir-11307	47	2	in	in	ADP
spir-11307	47	3	the	the	DET
spir-11307	47	4	sociology	sociology	NOUN
spir-11307	47	5	of	of	ADP
spir-11307	47	6	work	work	NOUN
spir-11307	47	7	33:61–91	33:61–91	NUM
spir-11307	47	8	.	.	PUNCT
spir-11307	48	1	cantwell	cantwell	PROPN
spir-11307	48	2	smith	smith	PROPN
spir-11307	48	3	,	,	PUNCT
spir-11307	48	4	brian	brian	PROPN
spir-11307	48	5	.	.	PROPN
spir-11307	48	6	2019	2019	NUM
spir-11307	48	7	.	.	PUNCT
spir-11307	49	1	the	the	DET
spir-11307	49	2	promise	promise	NOUN
spir-11307	49	3	of	of	ADP
spir-11307	49	4	artificial	artificial	ADJ
spir-11307	49	5	intelligence	intelligence	NOUN
spir-11307	49	6	:	:	PUNCT
spir-11307	49	7	reckoning	reckoning	NOUN
spir-11307	49	8	and	and	CCONJ
spir-11307	49	9	judgment	judgment	NOUN
spir-11307	49	10	.	.	PUNCT
spir-11307	50	1	cambridge	cambridge	PROPN
spir-11307	50	2	,	,	PUNCT
spir-11307	50	3	ma	ma	PROPN
spir-11307	50	4	:	:	PUNCT
spir-11307	50	5	mit	mit	PROPN
spir-11307	50	6	press	press	NOUN
spir-11307	50	7	.	.	PUNCT
spir-11307	51	1	crawford	crawford	PROPN
spir-11307	51	2	,	,	PUNCT
spir-11307	51	3	kate	kate	PROPN
spir-11307	51	4	and	and	CCONJ
spir-11307	51	5	vladan	vladan	PROPN
spir-11307	51	6	joler	joler	NOUN
spir-11307	51	7	.	.	PUNCT
spir-11307	52	1	2018	2018	NUM
spir-11307	52	2	.	.	PUNCT
spir-11307	53	1	anatomy	anatomy	NOUN
spir-11307	53	2	of	of	ADP
spir-11307	53	3	an	an	DET
spir-11307	53	4	ai	ai	NOUN
spir-11307	53	5	system	system	NOUN
spir-11307	53	6	.	.	PUNCT
spir-11307	54	1	new	new	PROPN
spir-11307	54	2	york	york	PROPN
spir-11307	54	3	,	,	PUNCT
spir-11307	54	4	ny	ny	PROPN
spir-11307	54	5	:	:	PUNCT
spir-11307	54	6	ai	ai	AUX
spir-11307	54	7	now	now	ADV
spir-11307	54	8	institute	institute	NOUN
spir-11307	54	9	.	.	PUNCT
spir-11307	55	1	international	international	ADJ
spir-11307	55	2	labour	labour	PROPN
spir-11307	55	3	organization	organization	NOUN
spir-11307	55	4	.	.	PUNCT
spir-11307	56	1	1998	1998	NUM
spir-11307	56	2	.	.	PUNCT
spir-11307	57	1	ilo	ilo	PROPN
spir-11307	57	2	declaration	declaration	NOUN
spir-11307	57	3	on	on	ADP
spir-11307	57	4	fundamental	fundamental	ADJ
spir-11307	57	5	principles	principle	NOUN
spir-11307	57	6	and	and	CCONJ
spir-11307	57	7	rights	right	NOUN
spir-11307	57	8	and	and	CCONJ
spir-11307	57	9	rights	right	NOUN
spir-11307	57	10	at	at	ADP
spir-11307	57	11	work	work	NOUN
spir-11307	57	12	and	and	CCONJ
spir-11307	57	13	its	its	PRON
spir-11307	57	14	follow	follow	NOUN
spir-11307	57	15	up	up	ADP
spir-11307	57	16	.	.	PUNCT
spir-11307	58	1	geneva	geneva	NOUN
spir-11307	58	2	:	:	PUNCT
spir-11307	58	3	international	international	ADJ
spir-11307	58	4	labour	labour	NOUN
spir-11307	58	5	organization	organization	NOUN
spir-11307	58	6	.	.	PUNCT
spir-11307	59	1	mateescu	mateescu	PROPN
spir-11307	59	2	,	,	PUNCT
spir-11307	59	3	alexandra	alexandra	PROPN
spir-11307	59	4	and	and	CCONJ
spir-11307	59	5	aiha	aiha	NOUN
spir-11307	59	6	nguyen	nguyen	NOUN
spir-11307	59	7	.	.	PUNCT
spir-11307	60	1	2019	2019	NUM
spir-11307	60	2	.	.	PUNCT
spir-11307	61	1	“	"	PUNCT
spir-11307	61	2	algorithmic	algorithmic	ADJ
spir-11307	61	3	management	management	NOUN
spir-11307	61	4	in	in	ADP
spir-11307	61	5	the	the	DET
spir-11307	61	6	workplace	workplace	NOUN
spir-11307	61	7	.	.	PUNCT
spir-11307	61	8	”	"	PUNCT
spir-11307	62	1	(	(	PUNCT
spir-11307	62	2	february):1–16	february):1–16	NOUN
spir-11307	62	3	.	.	PUNCT
spir-11307	63	1	moore	moore	PROPN
spir-11307	63	2	,	,	PUNCT
spir-11307	63	3	phoebe	phoebe	PROPN
spir-11307	63	4	and	and	CCONJ
spir-11307	63	5	andrew	andrew	PROPN
spir-11307	63	6	robinson	robinson	PROPN
spir-11307	63	7	.	.	PROPN
spir-11307	63	8	2016	2016	NUM
spir-11307	63	9	.	.	PUNCT
spir-11307	64	1	“	"	PUNCT
spir-11307	64	2	the	the	DET
spir-11307	64	3	quantified	quantified	ADJ
spir-11307	64	4	self	self	NOUN
spir-11307	64	5	:	:	PUNCT
spir-11307	64	6	what	what	PRON
spir-11307	64	7	counts	count	VERB
spir-11307	64	8	in	in	ADP
spir-11307	64	9	the	the	DET
spir-11307	64	10	neoliberal	neoliberal	ADJ
spir-11307	64	11	workplace	workplace	NOUN
spir-11307	64	12	.	.	PUNCT
spir-11307	64	13	”	"	PUNCT
spir-11307	65	1	new	new	ADJ
spir-11307	65	2	media	medium	NOUN
spir-11307	65	3	&	&	CCONJ
spir-11307	65	4	society	society	PROPN
spir-11307	65	5	18(11):2774–92	18(11):2774–92	NUM
spir-11307	65	6	.	.	PUNCT
spir-11307	66	1	woodcock	woodcock	NOUN
spir-11307	66	2	,	,	PUNCT
spir-11307	66	3	jamie	jamie	PROPN
spir-11307	66	4	and	and	CCONJ
spir-11307	66	5	mark	mark	PROPN
spir-11307	66	6	graham	graham	PROPN
spir-11307	66	7	.	.	PUNCT
spir-11307	67	1	2020	2020	NUM
spir-11307	67	2	.	.	PUNCT
spir-11307	68	1	the	the	DET
spir-11307	68	2	gig	gig	NOUN
spir-11307	68	3	economy	economy	NOUN
spir-11307	68	4	:	:	PUNCT
spir-11307	68	5	a	a	DET
spir-11307	68	6	critical	critical	ADJ
spir-11307	68	7	introduction	introduction	NOUN
spir-11307	68	8	.	.	PUNCT
spir-11307	69	1	london	london	PROPN
spir-11307	69	2	:	:	PUNCT
spir-11307	69	3	polity	polity	NOUN
spir-11307	69	4	press	press	NOUN
spir-11307	69	5	.	.	PUNCT
spir-11307	70	1	yeung	yeung	PROPN
spir-11307	70	2	,	,	PUNCT
spir-11307	70	3	karen	karen	PROPN
spir-11307	70	4	,	,	PUNCT
spir-11307	70	5	andrew	andrew	PROPN
spir-11307	70	6	howes	howes	PROPN
spir-11307	70	7	,	,	PUNCT
spir-11307	70	8	and	and	CCONJ
spir-11307	70	9	ganna	ganna	PROPN
spir-11307	70	10	pogrebna	pogrebna	NOUN
spir-11307	70	11	.	.	PUNCT
spir-11307	71	1	2020	2020	NUM
spir-11307	71	2	.	.	PUNCT
spir-11307	72	1	“	"	PUNCT
spir-11307	72	2	ai	ai	VERB
spir-11307	72	3	governance	governance	NOUN
spir-11307	72	4	by	by	ADP
spir-11307	72	5	human	human	ADJ
spir-11307	72	6	rights	right	NOUN
spir-11307	72	7	-	-	PUNCT
spir-11307	72	8	centred	centre	VERB
spir-11307	72	9	design	design	NOUN
spir-11307	72	10	,	,	PUNCT
spir-11307	72	11	deliberation	deliberation	NOUN
spir-11307	72	12	and	and	CCONJ
spir-11307	72	13	oversight	oversight	NOUN
spir-11307	72	14	:	:	PUNCT
spir-11307	72	15	an	an	DET
spir-11307	72	16	end	end	NOUN
spir-11307	72	17	to	to	ADP
spir-11307	72	18	ethics	ethic	NOUN
spir-11307	72	19	washing	washing	NOUN
spir-11307	72	20	.	.	PUNCT
spir-11307	72	21	”	"	PUNCT
spir-11307	73	1	in	in	ADP
spir-11307	73	2	the	the	DET
spir-11307	73	3	oxford	oxford	PROPN
spir-11307	73	4	handbook	handbook	NOUN
spir-11307	73	5	of	of	ADP
spir-11307	73	6	ai	ai	PROPN
spir-11307	73	7	ethics	ethic	NOUN
spir-11307	73	8	.	.	PUNCT
spir-11307	74	1	oxford	oxford	NOUN
spir-11307	74	2	:	:	PUNCT
spir-11307	74	3	oxford	oxford	PROPN
spir-11307	74	4	university	university	PROPN
spir-11307	74	5	press	press	NOUN
spir-11307	74	6	.	.	PUNCT