id	sid	tid	token	lemma	pos
fbem-30040	1	1	frontiers	frontier	NOUN
fbem-30040	1	2	in	in	ADP
fbem-30040	1	3	business	business	NOUN
fbem-30040	1	4	,	,	PUNCT
fbem-30040	1	5	economics	economic	NOUN
fbem-30040	1	6	and	and	CCONJ
fbem-30040	1	7	management	management	NOUN
fbem-30040	1	8	issn	issn	PROPN
fbem-30040	1	9	:	:	PUNCT
fbem-30040	1	10	2766	2766	NUM
fbem-30040	1	11	-	-	PUNCT
fbem-30040	1	12	824x	824x	NUM
fbem-30040	1	13	|	|	ADJ
fbem-30040	1	14	vol	vol	NOUN
fbem-30040	1	15	.	.	PROPN
fbem-30040	1	16	18	18	NUM
fbem-30040	1	17	,	,	PUNCT
fbem-30040	1	18	no	no	INTJ
fbem-30040	1	19	.	.	NOUN
fbem-30040	1	20	3	3	NUM
fbem-30040	1	21	,	,	PUNCT
fbem-30040	1	22	2025	2025	NUM
fbem-30040	1	23	29	29	NUM
fbem-30040	1	24	application	application	NOUN
fbem-30040	1	25	and	and	CCONJ
fbem-30040	1	26	challenges	challenge	NOUN
fbem-30040	1	27	of	of	ADP
fbem-30040	1	28	artificial	artificial	ADJ
fbem-30040	1	29	intelligence	intelligence	NOUN
fbem-30040	1	30	in	in	ADP
fbem-30040	1	31	human	human	ADJ
fbem-30040	1	32	resource	resource	NOUN
fbem-30040	1	33	management	management	PROPN
fbem-30040	1	34	qingrui	qingrui	PROPN
fbem-30040	2	1	li	li	PROPN
fbem-30040	2	2	*	*	PUNCT
fbem-30040	2	3	emilio	emilio	PROPN
fbem-30040	2	4	aguinaldo	aguinaldo	PROPN
fbem-30040	2	5	college	college	PROPN
fbem-30040	2	6	,	,	PUNCT
fbem-30040	2	7	manila	manila	PROPN
fbem-30040	2	8	1000	1000	NUM
fbem-30040	2	9	,	,	PUNCT
fbem-30040	2	10	philippines	philippine	NOUN
fbem-30040	2	11	*	*	PUNCT
fbem-30040	2	12	corresponding	correspond	VERB
fbem-30040	2	13	author	author	NOUN
fbem-30040	2	14	abstract	abstract	NOUN
fbem-30040	2	15	:	:	PUNCT
fbem-30040	2	16	the	the	DET
fbem-30040	2	17	integration	integration	NOUN
fbem-30040	2	18	of	of	ADP
fbem-30040	2	19	artificial	artificial	ADJ
fbem-30040	2	20	intelligence	intelligence	NOUN
fbem-30040	2	21	(	(	PUNCT
fbem-30040	2	22	ai	ai	NOUN
fbem-30040	2	23	)	)	PUNCT
fbem-30040	2	24	into	into	ADP
fbem-30040	2	25	human	human	ADJ
fbem-30040	2	26	resource	resource	NOUN
fbem-30040	2	27	management	management	NOUN
fbem-30040	2	28	(	(	PUNCT
fbem-30040	2	29	hrm	hrm	PROPN
fbem-30040	2	30	)	)	PUNCT
fbem-30040	2	31	presents	present	VERB
fbem-30040	2	32	a	a	DET
fbem-30040	2	33	transformative	transformative	ADJ
fbem-30040	2	34	opportunity	opportunity	NOUN
fbem-30040	2	35	to	to	PART
fbem-30040	2	36	enhance	enhance	VERB
fbem-30040	2	37	efficiency	efficiency	NOUN
fbem-30040	2	38	,	,	PUNCT
fbem-30040	2	39	improve	improve	VERB
fbem-30040	2	40	decision	decision	NOUN
fbem-30040	2	41	-	-	PUNCT
fbem-30040	2	42	making	making	NOUN
fbem-30040	2	43	,	,	PUNCT
fbem-30040	2	44	and	and	CCONJ
fbem-30040	2	45	address	address	VERB
fbem-30040	2	46	ethical	ethical	ADJ
fbem-30040	2	47	concerns	concern	NOUN
fbem-30040	2	48	.	.	PUNCT
fbem-30040	3	1	this	this	DET
fbem-30040	3	2	research	research	NOUN
fbem-30040	3	3	examines	examine	VERB
fbem-30040	3	4	the	the	DET
fbem-30040	3	5	current	current	ADJ
fbem-30040	3	6	state	state	NOUN
fbem-30040	3	7	of	of	ADP
fbem-30040	3	8	ai	ai	PROPN
fbem-30040	3	9	applications	application	NOUN
fbem-30040	3	10	in	in	ADP
fbem-30040	3	11	hrm	hrm	PROPN
fbem-30040	3	12	,	,	PUNCT
fbem-30040	3	13	identifying	identify	VERB
fbem-30040	3	14	key	key	ADJ
fbem-30040	3	15	benefits	benefit	NOUN
fbem-30040	3	16	and	and	CCONJ
fbem-30040	3	17	challenges	challenge	NOUN
fbem-30040	3	18	associated	associate	VERB
fbem-30040	3	19	with	with	ADP
fbem-30040	3	20	implementation	implementation	NOUN
fbem-30040	3	21	.	.	PUNCT
fbem-30040	4	1	it	it	PRON
fbem-30040	4	2	develops	develop	VERB
fbem-30040	4	3	a	a	DET
fbem-30040	4	4	framework	framework	NOUN
fbem-30040	4	5	for	for	ADP
fbem-30040	4	6	ethical	ethical	ADJ
fbem-30040	4	7	and	and	CCONJ
fbem-30040	4	8	responsible	responsible	ADJ
fbem-30040	4	9	ai	ai	PROPN
fbem-30040	4	10	deployment	deployment	NOUN
fbem-30040	4	11	,	,	PUNCT
fbem-30040	4	12	considering	consider	VERB
fbem-30040	4	13	concerns	concern	NOUN
fbem-30040	4	14	about	about	ADP
fbem-30040	4	15	bias	bias	NOUN
fbem-30040	4	16	,	,	PUNCT
fbem-30040	4	17	privacy	privacy	NOUN
fbem-30040	4	18	,	,	PUNCT
fbem-30040	4	19	and	and	CCONJ
fbem-30040	4	20	job	job	NOUN
fbem-30040	4	21	displacement	displacement	NOUN
fbem-30040	4	22	.	.	PUNCT
fbem-30040	5	1	by	by	ADP
fbem-30040	5	2	analyzing	analyze	VERB
fbem-30040	5	3	real	real	ADJ
fbem-30040	5	4	-	-	PUNCT
fbem-30040	5	5	world	world	NOUN
fbem-30040	5	6	case	case	NOUN
fbem-30040	5	7	studies	study	NOUN
fbem-30040	5	8	and	and	CCONJ
fbem-30040	5	9	exploring	explore	VERB
fbem-30040	5	10	future	future	ADJ
fbem-30040	5	11	trends	trend	NOUN
fbem-30040	5	12	,	,	PUNCT
fbem-30040	5	13	the	the	DET
fbem-30040	5	14	research	research	NOUN
fbem-30040	5	15	provides	provide	VERB
fbem-30040	5	16	insights	insight	NOUN
fbem-30040	5	17	into	into	ADP
fbem-30040	5	18	the	the	DET
fbem-30040	5	19	potential	potential	ADJ
fbem-30040	5	20	impact	impact	NOUN
fbem-30040	5	21	of	of	ADP
fbem-30040	5	22	ai	ai	VERB
fbem-30040	5	23	on	on	ADP
fbem-30040	5	24	the	the	DET
fbem-30040	5	25	future	future	NOUN
fbem-30040	5	26	of	of	ADP
fbem-30040	5	27	work	work	NOUN
fbem-30040	5	28	.	.	PUNCT
fbem-30040	6	1	this	this	DET
fbem-30040	6	2	study	study	NOUN
fbem-30040	6	3	contributes	contribute	VERB
fbem-30040	6	4	to	to	ADP
fbem-30040	6	5	the	the	DET
fbem-30040	6	6	field	field	NOUN
fbem-30040	6	7	by	by	ADP
fbem-30040	6	8	offering	offer	VERB
fbem-30040	6	9	a	a	DET
fbem-30040	6	10	comprehensive	comprehensive	ADJ
fbem-30040	6	11	overview	overview	NOUN
fbem-30040	6	12	of	of	ADP
fbem-30040	6	13	ai	ai	NOUN
fbem-30040	6	14	in	in	ADP
fbem-30040	6	15	hrm	hrm	PROPN
fbem-30040	6	16	,	,	PUNCT
fbem-30040	6	17	highlighting	highlight	VERB
fbem-30040	6	18	its	its	PRON
fbem-30040	6	19	potential	potential	NOUN
fbem-30040	6	20	to	to	PART
fbem-30040	6	21	optimize	optimize	VERB
fbem-30040	6	22	processes	process	NOUN
fbem-30040	6	23	,	,	PUNCT
fbem-30040	6	24	personalize	personalize	VERB
fbem-30040	6	25	employee	employee	NOUN
fbem-30040	6	26	experiences	experience	NOUN
fbem-30040	6	27	,	,	PUNCT
fbem-30040	6	28	and	and	CCONJ
fbem-30040	6	29	address	address	VERB
fbem-30040	6	30	ethical	ethical	ADJ
fbem-30040	6	31	considerations	consideration	NOUN
fbem-30040	6	32	.	.	PUNCT
fbem-30040	7	1	keywords	keyword	NOUN
fbem-30040	7	2	:	:	PUNCT
fbem-30040	7	3	artificial	artificial	ADJ
fbem-30040	7	4	intelligence	intelligence	NOUN
fbem-30040	7	5	,	,	PUNCT
fbem-30040	7	6	human	human	ADJ
fbem-30040	7	7	resource	resource	NOUN
fbem-30040	7	8	management	management	NOUN
fbem-30040	7	9	,	,	PUNCT
fbem-30040	7	10	ethical	ethical	ADJ
fbem-30040	7	11	ai	ai	NOUN
fbem-30040	7	12	,	,	PUNCT
fbem-30040	7	13	future	future	NOUN
fbem-30040	7	14	of	of	ADP
fbem-30040	7	15	work	work	NOUN
fbem-30040	7	16	,	,	PUNCT
fbem-30040	7	17	talent	talent	NOUN
fbem-30040	7	18	acquisition	acquisition	NOUN
fbem-30040	7	19	,	,	PUNCT
fbem-30040	7	20	performance	performance	NOUN
fbem-30040	7	21	management	management	NOUN
fbem-30040	7	22	.	.	PUNCT
fbem-30040	8	1	1	1	X
fbem-30040	8	2	.	.	X
fbem-30040	8	3	introduction	introduction	NOUN
fbem-30040	8	4	1.1	1.1	NUM
fbem-30040	8	5	.	.	PUNCT
fbem-30040	9	1	background	background	NOUN
fbem-30040	9	2	and	and	CCONJ
fbem-30040	9	3	context	context	VERB
fbem-30040	9	4	the	the	DET
fbem-30040	9	5	integration	integration	NOUN
fbem-30040	9	6	of	of	ADP
fbem-30040	9	7	artificial	artificial	ADJ
fbem-30040	9	8	intelligence	intelligence	NOUN
fbem-30040	9	9	(	(	PUNCT
fbem-30040	9	10	ai	ai	NOUN
fbem-30040	9	11	)	)	PUNCT
fbem-30040	9	12	into	into	ADP
fbem-30040	9	13	human	human	ADJ
fbem-30040	9	14	resource	resource	NOUN
fbem-30040	9	15	management	management	NOUN
fbem-30040	9	16	(	(	PUNCT
fbem-30040	9	17	hrm	hrm	PROPN
fbem-30040	9	18	)	)	PUNCT
fbem-30040	9	19	is	be	AUX
fbem-30040	9	20	rapidly	rapidly	ADV
fbem-30040	9	21	transforming	transform	VERB
fbem-30040	9	22	the	the	DET
fbem-30040	9	23	modern	modern	ADJ
fbem-30040	9	24	workplace	workplace	NOUN
fbem-30040	9	25	(	(	PUNCT
fbem-30040	9	26	cascio	cascio	NOUN
fbem-30040	9	27	,	,	PUNCT
fbem-30040	9	28	2019	2019	NUM
fbem-30040	9	29	)	)	PUNCT
fbem-30040	9	30	.	.	PUNCT
fbem-30040	10	1	ai	ai	AUX
fbem-30040	10	2	-	-	PUNCT
fbem-30040	10	3	powered	power	VERB
fbem-30040	10	4	technologies	technology	NOUN
fbem-30040	10	5	are	be	AUX
fbem-30040	10	6	increasingly	increasingly	ADV
fbem-30040	10	7	being	be	AUX
fbem-30040	10	8	used	use	VERB
fbem-30040	10	9	to	to	PART
fbem-30040	10	10	automate	automate	VERB
fbem-30040	10	11	tasks	task	NOUN
fbem-30040	10	12	,	,	PUNCT
fbem-30040	10	13	enhance	enhance	VERB
fbem-30040	10	14	decision	decision	NOUN
fbem-30040	10	15	-	-	PUNCT
fbem-30040	10	16	making	making	NOUN
fbem-30040	10	17	,	,	PUNCT
fbem-30040	10	18	and	and	CCONJ
fbem-30040	10	19	improve	improve	VERB
fbem-30040	10	20	efficiency	efficiency	NOUN
fbem-30040	10	21	across	across	ADP
fbem-30040	10	22	various	various	ADJ
fbem-30040	10	23	hrm	hrm	PROPN
fbem-30040	10	24	functions	function	NOUN
fbem-30040	10	25	.	.	PUNCT
fbem-30040	11	1	this	this	DET
fbem-30040	11	2	trend	trend	NOUN
fbem-30040	11	3	is	be	AUX
fbem-30040	11	4	driven	drive	VERB
fbem-30040	11	5	by	by	ADP
fbem-30040	11	6	the	the	DET
fbem-30040	11	7	growing	grow	VERB
fbem-30040	11	8	availability	availability	NOUN
fbem-30040	11	9	of	of	ADP
fbem-30040	11	10	data	datum	NOUN
fbem-30040	11	11	,	,	PUNCT
fbem-30040	11	12	advancements	advancement	NOUN
fbem-30040	11	13	in	in	ADP
fbem-30040	11	14	ai	ai	ADJ
fbem-30040	11	15	algorithms	algorithm	NOUN
fbem-30040	11	16	,	,	PUNCT
fbem-30040	11	17	and	and	CCONJ
fbem-30040	11	18	the	the	DET
fbem-30040	11	19	increasing	increase	VERB
fbem-30040	11	20	need	need	NOUN
fbem-30040	11	21	for	for	SCONJ
fbem-30040	11	22	organizations	organization	NOUN
fbem-30040	11	23	to	to	PART
fbem-30040	11	24	optimize	optimize	VERB
fbem-30040	11	25	their	their	PRON
fbem-30040	11	26	human	human	ADJ
fbem-30040	11	27	capital	capital	NOUN
fbem-30040	11	28	(	(	PUNCT
fbem-30040	11	29	martocchio	martocchio	PROPN
fbem-30040	11	30	,	,	PUNCT
fbem-30040	11	31	2020	2020	NUM
fbem-30040	11	32	)	)	PUNCT
fbem-30040	11	33	.	.	PUNCT
fbem-30040	12	1	the	the	DET
fbem-30040	12	2	application	application	NOUN
fbem-30040	12	3	of	of	ADP
fbem-30040	12	4	ai	ai	NOUN
fbem-30040	12	5	in	in	ADP
fbem-30040	12	6	hrm	hrm	PROPN
fbem-30040	12	7	encompasses	encompass	VERB
fbem-30040	12	8	a	a	DET
fbem-30040	12	9	wide	wide	ADJ
fbem-30040	12	10	range	range	NOUN
fbem-30040	12	11	of	of	ADP
fbem-30040	12	12	areas	area	NOUN
fbem-30040	12	13	,	,	PUNCT
fbem-30040	12	14	including	include	VERB
fbem-30040	12	15	recruitment	recruitment	NOUN
fbem-30040	12	16	and	and	CCONJ
fbem-30040	12	17	talent	talent	NOUN
fbem-30040	12	18	acquisition	acquisition	NOUN
fbem-30040	12	19	,	,	PUNCT
fbem-30040	12	20	performance	performance	NOUN
fbem-30040	12	21	management	management	NOUN
fbem-30040	12	22	,	,	PUNCT
fbem-30040	12	23	employee	employee	NOUN
fbem-30040	12	24	development	development	NOUN
fbem-30040	12	25	,	,	PUNCT
fbem-30040	12	26	and	and	CCONJ
fbem-30040	12	27	compensation	compensation	NOUN
fbem-30040	12	28	and	and	CCONJ
fbem-30040	12	29	benefits	benefit	NOUN
fbem-30040	12	30	(	(	PUNCT
fbem-30040	12	31	noe	noe	INTJ
fbem-30040	12	32	,	,	PUNCT
fbem-30040	12	33	hollenbeck	hollenbeck	NOUN
fbem-30040	12	34	,	,	PUNCT
fbem-30040	12	35	gerhart	gerhart	PROPN
fbem-30040	12	36	,	,	PUNCT
fbem-30040	12	37	&	&	CCONJ
fbem-30040	12	38	wright	wright	PROPN
fbem-30040	12	39	,	,	PUNCT
fbem-30040	12	40	2019	2019	NUM
fbem-30040	12	41	)	)	PUNCT
fbem-30040	12	42	.	.	PUNCT
fbem-30040	13	1	ai	ai	VERB
fbem-30040	13	2	-	-	PUNCT
fbem-30040	13	3	powered	power	VERB
fbem-30040	13	4	tools	tool	NOUN
fbem-30040	13	5	can	can	AUX
fbem-30040	13	6	analyze	analyze	VERB
fbem-30040	13	7	vast	vast	ADJ
fbem-30040	13	8	amounts	amount	NOUN
fbem-30040	13	9	of	of	ADP
fbem-30040	13	10	data	datum	NOUN
fbem-30040	13	11	to	to	PART
fbem-30040	13	12	identify	identify	VERB
fbem-30040	13	13	top	top	ADJ
fbem-30040	13	14	candidates	candidate	NOUN
fbem-30040	13	15	,	,	PUNCT
fbem-30040	13	16	predict	predict	VERB
fbem-30040	13	17	employee	employee	NOUN
fbem-30040	13	18	performance	performance	NOUN
fbem-30040	13	19	,	,	PUNCT
fbem-30040	13	20	and	and	CCONJ
fbem-30040	13	21	personalize	personalize	VERB
fbem-30040	13	22	training	training	NOUN
fbem-30040	13	23	programs	program	NOUN
fbem-30040	13	24	,	,	PUNCT
fbem-30040	13	25	leading	lead	VERB
fbem-30040	13	26	to	to	ADP
fbem-30040	13	27	more	more	ADV
fbem-30040	13	28	efficient	efficient	ADJ
fbem-30040	13	29	and	and	CCONJ
fbem-30040	13	30	effective	effective	ADJ
fbem-30040	13	31	hr	hr	NOUN
fbem-30040	13	32	processes	process	NOUN
fbem-30040	13	33	(	(	PUNCT
fbem-30040	13	34	boudreau	boudreau	PROPN
fbem-30040	13	35	&	&	CCONJ
fbem-30040	13	36	ramstad	ramstad	PROPN
fbem-30040	13	37	,	,	PUNCT
fbem-30040	13	38	2017	2017	NUM
fbem-30040	13	39	)	)	PUNCT
fbem-30040	13	40	.	.	PUNCT
fbem-30040	14	1	however	however	ADV
fbem-30040	14	2	,	,	PUNCT
fbem-30040	14	3	the	the	DET
fbem-30040	14	4	adoption	adoption	NOUN
fbem-30040	14	5	of	of	ADP
fbem-30040	14	6	ai	ai	NOUN
fbem-30040	14	7	in	in	ADP
fbem-30040	14	8	hrm	hrm	PROPN
fbem-30040	14	9	also	also	ADV
fbem-30040	14	10	raises	raise	VERB
fbem-30040	14	11	ethical	ethical	ADJ
fbem-30040	14	12	and	and	CCONJ
fbem-30040	14	13	societal	societal	ADJ
fbem-30040	14	14	concerns	concern	NOUN
fbem-30040	14	15	that	that	PRON
fbem-30040	14	16	need	need	VERB
fbem-30040	14	17	to	to	PART
fbem-30040	14	18	be	be	AUX
fbem-30040	14	19	carefully	carefully	ADV
fbem-30040	14	20	considered	consider	VERB
fbem-30040	14	21	(	(	PUNCT
fbem-30040	14	22	davenport	davenport	PROPN
fbem-30040	14	23	&	&	CCONJ
fbem-30040	14	24	kirby	kirby	PROPN
fbem-30040	14	25	,	,	PUNCT
fbem-30040	14	26	2016	2016	NUM
fbem-30040	14	27	)	)	PUNCT
fbem-30040	14	28	.	.	PUNCT
fbem-30040	15	1	the	the	DET
fbem-30040	15	2	increasing	increase	VERB
fbem-30040	15	3	use	use	NOUN
fbem-30040	15	4	of	of	ADP
fbem-30040	15	5	ai	ai	NOUN
fbem-30040	15	6	in	in	ADP
fbem-30040	15	7	hrm	hrm	PROPN
fbem-30040	15	8	presents	present	VERB
fbem-30040	15	9	both	both	DET
fbem-30040	15	10	opportunities	opportunity	NOUN
fbem-30040	15	11	and	and	CCONJ
fbem-30040	15	12	challenges	challenge	NOUN
fbem-30040	15	13	for	for	ADP
fbem-30040	15	14	organizations	organization	NOUN
fbem-30040	15	15	.	.	PUNCT
fbem-30040	16	1	while	while	SCONJ
fbem-30040	16	2	ai	ai	NOUN
fbem-30040	16	3	can	can	AUX
fbem-30040	16	4	streamline	streamline	VERB
fbem-30040	16	5	processes	process	NOUN
fbem-30040	16	6	and	and	CCONJ
fbem-30040	16	7	improve	improve	VERB
fbem-30040	16	8	decision	decision	NOUN
fbem-30040	16	9	-	-	PUNCT
fbem-30040	16	10	making	making	NOUN
fbem-30040	16	11	,	,	PUNCT
fbem-30040	16	12	it	it	PRON
fbem-30040	16	13	is	be	AUX
fbem-30040	16	14	crucial	crucial	ADJ
fbem-30040	16	15	to	to	PART
fbem-30040	16	16	ensure	ensure	VERB
fbem-30040	16	17	that	that	SCONJ
fbem-30040	16	18	ai	ai	VERB
fbem-30040	16	19	systems	system	NOUN
fbem-30040	16	20	are	be	AUX
fbem-30040	16	21	developed	develop	VERB
fbem-30040	16	22	and	and	CCONJ
fbem-30040	16	23	implemented	implement	VERB
fbem-30040	16	24	ethically	ethically	ADV
fbem-30040	16	25	and	and	CCONJ
fbem-30040	16	26	responsibly	responsibly	ADV
fbem-30040	16	27	(	(	PUNCT
fbem-30040	16	28	guthrie	guthrie	NOUN
fbem-30040	16	29	,	,	PUNCT
fbem-30040	16	30	2019	2019	NUM
fbem-30040	16	31	)	)	PUNCT
fbem-30040	16	32	.	.	PUNCT
fbem-30040	17	1	this	this	PRON
fbem-30040	17	2	requires	require	VERB
fbem-30040	17	3	a	a	DET
fbem-30040	17	4	careful	careful	ADJ
fbem-30040	17	5	consideration	consideration	NOUN
fbem-30040	17	6	of	of	ADP
fbem-30040	17	7	issues	issue	NOUN
fbem-30040	17	8	such	such	ADJ
fbem-30040	17	9	as	as	ADP
fbem-30040	17	10	bias	bias	NOUN
fbem-30040	17	11	,	,	PUNCT
fbem-30040	17	12	transparency	transparency	NOUN
fbem-30040	17	13	,	,	PUNCT
fbem-30040	17	14	and	and	CCONJ
fbem-30040	17	15	accountability	accountability	NOUN
fbem-30040	17	16	in	in	ADP
fbem-30040	17	17	the	the	DET
fbem-30040	17	18	design	design	NOUN
fbem-30040	17	19	and	and	CCONJ
fbem-30040	17	20	deployment	deployment	NOUN
fbem-30040	17	21	of	of	ADP
fbem-30040	17	22	ai	ai	NOUN
fbem-30040	17	23	-	-	PUNCT
fbem-30040	17	24	powered	power	VERB
fbem-30040	17	25	hr	hr	NOUN
fbem-30040	17	26	solutions	solution	NOUN
fbem-30040	17	27	(	(	PUNCT
fbem-30040	17	28	cascio	cascio	NOUN
fbem-30040	17	29	,	,	PUNCT
fbem-30040	17	30	2019	2019	NUM
fbem-30040	17	31	)	)	PUNCT
fbem-30040	17	32	.	.	PUNCT
fbem-30040	18	1	1.2	1.2	NUM
fbem-30040	18	2	.	.	PUNCT
fbem-30040	18	3	research	research	NOUN
fbem-30040	18	4	problem	problem	NOUN
fbem-30040	18	5	and	and	CCONJ
fbem-30040	18	6	significance	significance	NOUN
fbem-30040	18	7	while	while	SCONJ
fbem-30040	18	8	the	the	DET
fbem-30040	18	9	potential	potential	NOUN
fbem-30040	18	10	of	of	ADP
fbem-30040	18	11	ai	ai	PROPN
fbem-30040	18	12	in	in	ADP
fbem-30040	18	13	hrm	hrm	PROPN
fbem-30040	18	14	is	be	AUX
fbem-30040	18	15	widely	widely	ADV
fbem-30040	18	16	acknowledged	acknowledge	VERB
fbem-30040	18	17	(	(	PUNCT
fbem-30040	18	18	marler	marler	NOUN
fbem-30040	18	19	,	,	PUNCT
fbem-30040	18	20	2020	2020	NUM
fbem-30040	18	21	)	)	PUNCT
fbem-30040	18	22	,	,	PUNCT
fbem-30040	18	23	a	a	DET
fbem-30040	18	24	comprehensive	comprehensive	ADJ
fbem-30040	18	25	understanding	understanding	NOUN
fbem-30040	18	26	of	of	ADP
fbem-30040	18	27	its	its	PRON
fbem-30040	18	28	ethical	ethical	ADJ
fbem-30040	18	29	and	and	CCONJ
fbem-30040	18	30	responsible	responsible	ADJ
fbem-30040	18	31	implementation	implementation	NOUN
fbem-30040	18	32	remains	remain	VERB
fbem-30040	18	33	a	a	DET
fbem-30040	18	34	critical	critical	ADJ
fbem-30040	18	35	gap	gap	NOUN
fbem-30040	18	36	.	.	PUNCT
fbem-30040	19	1	this	this	DET
fbem-30040	19	2	research	research	NOUN
fbem-30040	19	3	problem	problem	NOUN
fbem-30040	19	4	stems	stem	VERB
fbem-30040	19	5	from	from	ADP
fbem-30040	19	6	the	the	DET
fbem-30040	19	7	inherent	inherent	ADJ
fbem-30040	19	8	complexity	complexity	NOUN
fbem-30040	19	9	of	of	ADP
fbem-30040	19	10	integrating	integrate	VERB
fbem-30040	19	11	ai	ai	VERB
fbem-30040	19	12	into	into	ADP
fbem-30040	19	13	hr	hr	NOUN
fbem-30040	19	14	functions	function	NOUN
fbem-30040	19	15	,	,	PUNCT
fbem-30040	19	16	which	which	PRON
fbem-30040	19	17	necessitates	necessitate	VERB
fbem-30040	19	18	a	a	DET
fbem-30040	19	19	nuanced	nuanced	ADJ
fbem-30040	19	20	approach	approach	NOUN
fbem-30040	19	21	that	that	PRON
fbem-30040	19	22	considers	consider	VERB
fbem-30040	19	23	both	both	CCONJ
fbem-30040	19	24	the	the	DET
fbem-30040	19	25	benefits	benefit	NOUN
fbem-30040	19	26	and	and	CCONJ
fbem-30040	19	27	potential	potential	ADJ
fbem-30040	19	28	risks	risk	NOUN
fbem-30040	19	29	associated	associate	VERB
fbem-30040	19	30	with	with	ADP
fbem-30040	19	31	its	its	PRON
fbem-30040	19	32	deployment	deployment	NOUN
fbem-30040	19	33	(	(	PUNCT
fbem-30040	19	34	cascio	cascio	NOUN
fbem-30040	19	35	,	,	PUNCT
fbem-30040	19	36	2019	2019	NUM
fbem-30040	19	37	)	)	PUNCT
fbem-30040	19	38	.	.	PUNCT
fbem-30040	20	1	the	the	DET
fbem-30040	20	2	significance	significance	NOUN
fbem-30040	20	3	of	of	ADP
fbem-30040	20	4	this	this	DET
fbem-30040	20	5	research	research	NOUN
fbem-30040	20	6	lies	lie	VERB
fbem-30040	20	7	in	in	ADP
fbem-30040	20	8	its	its	PRON
fbem-30040	20	9	contribution	contribution	NOUN
fbem-30040	20	10	to	to	ADP
fbem-30040	20	11	a	a	DET
fbem-30040	20	12	growing	grow	VERB
fbem-30040	20	13	body	body	NOUN
fbem-30040	20	14	of	of	ADP
fbem-30040	20	15	knowledge	knowledge	NOUN
fbem-30040	20	16	that	that	PRON
fbem-30040	20	17	seeks	seek	VERB
fbem-30040	20	18	to	to	PART
fbem-30040	20	19	guide	guide	VERB
fbem-30040	20	20	organizations	organization	NOUN
fbem-30040	20	21	towards	towards	ADP
fbem-30040	20	22	responsible	responsible	ADJ
fbem-30040	20	23	ai	ai	VERB
fbem-30040	20	24	adoption	adoption	NOUN
fbem-30040	20	25	in	in	ADP
fbem-30040	20	26	hrm	hrm	PROPN
fbem-30040	20	27	.	.	PUNCT
fbem-30040	21	1	by	by	ADP
fbem-30040	21	2	exploring	explore	VERB
fbem-30040	21	3	the	the	DET
fbem-30040	21	4	ethical	ethical	ADJ
fbem-30040	21	5	considerations	consideration	NOUN
fbem-30040	21	6	and	and	CCONJ
fbem-30040	21	7	developing	develop	VERB
fbem-30040	21	8	a	a	DET
fbem-30040	21	9	framework	framework	NOUN
fbem-30040	21	10	for	for	ADP
fbem-30040	21	11	ethical	ethical	ADJ
fbem-30040	21	12	and	and	CCONJ
fbem-30040	21	13	responsible	responsible	ADJ
fbem-30040	21	14	ai	ai	PROPN
fbem-30040	21	15	deployment	deployment	NOUN
fbem-30040	21	16	,	,	PUNCT
fbem-30040	21	17	this	this	DET
fbem-30040	21	18	study	study	NOUN
fbem-30040	21	19	aims	aim	VERB
fbem-30040	21	20	to	to	PART
fbem-30040	21	21	provide	provide	VERB
fbem-30040	21	22	practical	practical	ADJ
fbem-30040	21	23	insights	insight	NOUN
fbem-30040	21	24	for	for	ADP
fbem-30040	21	25	practitioners	practitioner	NOUN
fbem-30040	21	26	and	and	CCONJ
fbem-30040	21	27	researchers	researcher	NOUN
fbem-30040	21	28	alike	alike	ADV
fbem-30040	21	29	.	.	PUNCT
fbem-30040	22	1	this	this	DET
fbem-30040	22	2	framework	framework	NOUN
fbem-30040	22	3	will	will	AUX
fbem-30040	22	4	address	address	VERB
fbem-30040	22	5	concerns	concern	NOUN
fbem-30040	22	6	related	relate	VERB
fbem-30040	22	7	to	to	ADP
fbem-30040	22	8	bias	bias	NOUN
fbem-30040	22	9	,	,	PUNCT
fbem-30040	22	10	fairness	fairness	NOUN
fbem-30040	22	11	,	,	PUNCT
fbem-30040	22	12	transparency	transparency	NOUN
fbem-30040	22	13	,	,	PUNCT
fbem-30040	22	14	and	and	CCONJ
fbem-30040	22	15	accountability	accountability	NOUN
fbem-30040	22	16	,	,	PUNCT
fbem-30040	22	17	ensuring	ensure	VERB
fbem-30040	22	18	that	that	SCONJ
fbem-30040	22	19	ai	ai	PROPN
fbem-30040	22	20	technologies	technology	NOUN
fbem-30040	22	21	are	be	AUX
fbem-30040	22	22	used	use	VERB
fbem-30040	22	23	ethically	ethically	ADV
fbem-30040	22	24	and	and	CCONJ
fbem-30040	22	25	responsibly	responsibly	ADV
fbem-30040	22	26	to	to	PART
fbem-30040	22	27	enhance	enhance	VERB
fbem-30040	22	28	hr	hr	NOUN
fbem-30040	22	29	practices	practice	NOUN
fbem-30040	22	30	and	and	CCONJ
fbem-30040	22	31	improve	improve	VERB
fbem-30040	22	32	employee	employee	NOUN
fbem-30040	22	33	well	well	ADV
fbem-30040	22	34	-	-	PUNCT
fbem-30040	22	35	being	be	AUX
fbem-30040	22	36	(	(	PUNCT
fbem-30040	22	37	boudreau	boudreau	PROPN
fbem-30040	22	38	&	&	CCONJ
fbem-30040	22	39	ramstad	ramstad	PROPN
fbem-30040	22	40	,	,	PUNCT
fbem-30040	22	41	2019	2019	NUM
fbem-30040	22	42	)	)	PUNCT
fbem-30040	22	43	.	.	PUNCT
fbem-30040	23	1	1.3	1.3	NUM
fbem-30040	23	2	.	.	PUNCT
fbem-30040	24	1	research	research	NOUN
fbem-30040	24	2	objectives	objective	NOUN
fbem-30040	24	3	and	and	CCONJ
fbem-30040	24	4	scope	scope	NOUN
fbem-30040	24	5	this	this	DET
fbem-30040	24	6	study	study	NOUN
fbem-30040	24	7	aims	aim	VERB
fbem-30040	24	8	to	to	PART
fbem-30040	24	9	address	address	VERB
fbem-30040	24	10	the	the	DET
fbem-30040	24	11	research	research	NOUN
fbem-30040	24	12	problem	problem	NOUN
fbem-30040	24	13	by	by	ADP
fbem-30040	24	14	developing	develop	VERB
fbem-30040	24	15	a	a	DET
fbem-30040	24	16	comprehensive	comprehensive	ADJ
fbem-30040	24	17	framework	framework	NOUN
fbem-30040	24	18	for	for	ADP
fbem-30040	24	19	ethical	ethical	ADJ
fbem-30040	24	20	and	and	CCONJ
fbem-30040	24	21	responsible	responsible	ADJ
fbem-30040	24	22	ai	ai	PROPN
fbem-30040	24	23	deployment	deployment	NOUN
fbem-30040	24	24	in	in	ADP
fbem-30040	24	25	hrm	hrm	PROPN
fbem-30040	24	26	.	.	PUNCT
fbem-30040	25	1	the	the	DET
fbem-30040	25	2	study	study	NOUN
fbem-30040	25	3	will	will	AUX
fbem-30040	25	4	explore	explore	VERB
fbem-30040	25	5	ethical	ethical	ADJ
fbem-30040	25	6	considerations	consideration	NOUN
fbem-30040	25	7	in	in	ADP
fbem-30040	25	8	ai	ai	PROPN
fbem-30040	25	9	for	for	ADP
fbem-30040	25	10	hrm	hrm	PROPN
fbem-30040	25	11	,	,	PUNCT
fbem-30040	25	12	identify	identify	VERB
fbem-30040	25	13	principles	principle	NOUN
fbem-30040	25	14	for	for	ADP
fbem-30040	25	15	ethical	ethical	ADJ
fbem-30040	25	16	ai	ai	NOUN
fbem-30040	25	17	implementation	implementation	NOUN
fbem-30040	25	18	,	,	PUNCT
fbem-30040	25	19	and	and	CCONJ
fbem-30040	25	20	propose	propose	VERB
fbem-30040	25	21	a	a	DET
fbem-30040	25	22	framework	framework	NOUN
fbem-30040	25	23	for	for	ADP
fbem-30040	25	24	responsible	responsible	ADJ
fbem-30040	25	25	ai	ai	PROPN
fbem-30040	25	26	deployment	deployment	NOUN
fbem-30040	25	27	.	.	PUNCT
fbem-30040	26	1	the	the	DET
fbem-30040	26	2	scope	scope	NOUN
fbem-30040	26	3	of	of	ADP
fbem-30040	26	4	this	this	DET
fbem-30040	26	5	research	research	NOUN
fbem-30040	26	6	will	will	AUX
fbem-30040	26	7	focus	focus	VERB
fbem-30040	26	8	on	on	ADP
fbem-30040	26	9	the	the	DET
fbem-30040	26	10	application	application	NOUN
fbem-30040	26	11	of	of	ADP
fbem-30040	26	12	ai	ai	PROPN
fbem-30040	26	13	technologies	technology	NOUN
fbem-30040	26	14	in	in	ADP
fbem-30040	26	15	key	key	ADJ
fbem-30040	26	16	hrm	hrm	PROPN
fbem-30040	26	17	functions	function	NOUN
fbem-30040	26	18	,	,	PUNCT
fbem-30040	26	19	including	include	VERB
fbem-30040	26	20	recruitment	recruitment	NOUN
fbem-30040	26	21	and	and	CCONJ
fbem-30040	26	22	talent	talent	NOUN
fbem-30040	26	23	acquisition	acquisition	NOUN
fbem-30040	26	24	,	,	PUNCT
fbem-30040	26	25	performance	performance	NOUN
fbem-30040	26	26	management	management	NOUN
fbem-30040	26	27	,	,	PUNCT
fbem-30040	26	28	and	and	CCONJ
fbem-30040	26	29	employee	employee	NOUN
fbem-30040	26	30	development	development	NOUN
fbem-30040	26	31	.	.	PUNCT
fbem-30040	27	1	the	the	DET
fbem-30040	27	2	study	study	NOUN
fbem-30040	27	3	will	will	AUX
fbem-30040	27	4	analyze	analyze	VERB
fbem-30040	27	5	existing	exist	VERB
fbem-30040	27	6	literature	literature	NOUN
fbem-30040	27	7	,	,	PUNCT
fbem-30040	27	8	case	case	NOUN
fbem-30040	27	9	studies	study	NOUN
fbem-30040	27	10	,	,	PUNCT
fbem-30040	27	11	and	and	CCONJ
fbem-30040	27	12	best	good	ADJ
fbem-30040	27	13	practices	practice	NOUN
fbem-30040	27	14	to	to	PART
fbem-30040	27	15	develop	develop	VERB
fbem-30040	27	16	a	a	DET
fbem-30040	27	17	framework	framework	NOUN
fbem-30040	27	18	that	that	PRON
fbem-30040	27	19	can	can	AUX
fbem-30040	27	20	guide	guide	VERB
fbem-30040	27	21	organizations	organization	NOUN
fbem-30040	27	22	towards	towards	ADP
fbem-30040	27	23	ethical	ethical	ADJ
fbem-30040	27	24	and	and	CCONJ
fbem-30040	27	25	responsible	responsible	ADJ
fbem-30040	27	26	ai	ai	PROPN
fbem-30040	27	27	adoption	adoption	NOUN
fbem-30040	27	28	in	in	ADP
fbem-30040	27	29	hrm	hrm	PROPN
fbem-30040	27	30	.	.	PUNCT
fbem-30040	28	1	the	the	DET
fbem-30040	28	2	research	research	NOUN
fbem-30040	28	3	will	will	AUX
fbem-30040	28	4	contribute	contribute	VERB
fbem-30040	28	5	to	to	ADP
fbem-30040	28	6	the	the	DET
fbem-30040	28	7	growing	grow	VERB
fbem-30040	28	8	body	body	NOUN
fbem-30040	28	9	of	of	ADP
fbem-30040	28	10	knowledge	knowledge	NOUN
fbem-30040	28	11	on	on	ADP
fbem-30040	28	12	ai	ai	PROPN
fbem-30040	28	13	in	in	ADP
fbem-30040	28	14	hrm	hrm	NOUN
fbem-30040	28	15	by	by	ADP
fbem-30040	28	16	providing	provide	VERB
fbem-30040	28	17	a	a	DET
fbem-30040	28	18	practical	practical	ADJ
fbem-30040	28	19	framework	framework	NOUN
fbem-30040	28	20	for	for	ADP
fbem-30040	28	21	ethical	ethical	ADJ
fbem-30040	28	22	ai	ai	PROPN
fbem-30040	28	23	deployment	deployment	NOUN
fbem-30040	28	24	.	.	PUNCT
fbem-30040	29	1	the	the	DET
fbem-30040	29	2	findings	finding	NOUN
fbem-30040	29	3	of	of	ADP
fbem-30040	29	4	this	this	DET
fbem-30040	29	5	study	study	NOUN
fbem-30040	29	6	will	will	AUX
fbem-30040	29	7	be	be	AUX
fbem-30040	29	8	valuable	valuable	ADJ
fbem-30040	29	9	for	for	SCONJ
fbem-30040	29	10	organizations	organization	NOUN
fbem-30040	29	11	seeking	seek	VERB
fbem-30040	29	12	to	to	PART
fbem-30040	29	13	leverage	leverage	VERB
fbem-30040	29	14	ai	ai	VERB
fbem-30040	29	15	technologies	technology	NOUN
fbem-30040	29	16	in	in	ADP
fbem-30040	29	17	a	a	DET
fbem-30040	29	18	responsible	responsible	ADJ
fbem-30040	29	19	and	and	CCONJ
fbem-30040	29	20	ethical	ethical	ADJ
fbem-30040	29	21	manner	manner	NOUN
fbem-30040	29	22	.	.	PUNCT
fbem-30040	30	1	this	this	DET
fbem-30040	30	2	research	research	NOUN
fbem-30040	30	3	will	will	AUX
fbem-30040	30	4	also	also	ADV
fbem-30040	30	5	contribute	contribute	VERB
fbem-30040	30	6	to	to	ADP
fbem-30040	30	7	the	the	DET
fbem-30040	30	8	ongoing	ongoing	ADJ
fbem-30040	30	9	dialogue	dialogue	NOUN
fbem-30040	30	10	on	on	ADP
fbem-30040	30	11	the	the	DET
fbem-30040	30	12	ethical	ethical	ADJ
fbem-30040	30	13	implications	implication	NOUN
fbem-30040	30	14	of	of	ADP
fbem-30040	30	15	ai	ai	VERB
fbem-30040	30	16	in	in	ADP
fbem-30040	30	17	the	the	DET
fbem-30040	30	18	workplace	workplace	NOUN
fbem-30040	30	19	.	.	PUNCT
fbem-30040	31	1	2	2	X
fbem-30040	31	2	.	.	X
fbem-30040	31	3	literature	literature	NOUN
fbem-30040	31	4	review	review	VERB
fbem-30040	31	5	2.1	2.1	NUM
fbem-30040	31	6	.	.	PUNCT
fbem-30040	32	1	ai	ai	VERB
fbem-30040	32	2	technologies	technology	NOUN
fbem-30040	32	3	and	and	CCONJ
fbem-30040	32	4	applications	application	NOUN
fbem-30040	32	5	in	in	ADP
fbem-30040	32	6	hrm	hrm	PROPN
fbem-30040	32	7	2.1.1	2.1.1	NUM
fbem-30040	32	8	.	.	PUNCT
fbem-30040	33	1	ai	ai	VERB
fbem-30040	33	2	-	-	PUNCT
fbem-30040	33	3	powered	power	VERB
fbem-30040	33	4	recruitment	recruitment	NOUN
fbem-30040	33	5	and	and	CCONJ
fbem-30040	33	6	talent	talent	NOUN
fbem-30040	33	7	acquisition	acquisition	NOUN
fbem-30040	33	8	the	the	DET
fbem-30040	33	9	integration	integration	NOUN
fbem-30040	33	10	of	of	ADP
fbem-30040	33	11	ai	ai	VERB
fbem-30040	33	12	into	into	ADP
fbem-30040	33	13	recruitment	recruitment	NOUN
fbem-30040	33	14	and	and	CCONJ
fbem-30040	33	15	talent	talent	NOUN
fbem-30040	33	16	acquisition	acquisition	NOUN
fbem-30040	33	17	processes	process	NOUN
fbem-30040	33	18	has	have	AUX
fbem-30040	33	19	emerged	emerge	VERB
fbem-30040	33	20	as	as	ADP
fbem-30040	33	21	a	a	DET
fbem-30040	33	22	transformative	transformative	ADJ
fbem-30040	33	23	force	force	NOUN
fbem-30040	33	24	,	,	PUNCT
fbem-30040	33	25	30	30	NUM
fbem-30040	33	26	revolutionizing	revolutionize	VERB
fbem-30040	33	27	how	how	SCONJ
fbem-30040	33	28	organizations	organization	NOUN
fbem-30040	33	29	identify	identify	VERB
fbem-30040	33	30	,	,	PUNCT
fbem-30040	33	31	assess	assess	VERB
fbem-30040	33	32	,	,	PUNCT
fbem-30040	33	33	and	and	CCONJ
fbem-30040	33	34	engage	engage	VERB
fbem-30040	33	35	with	with	ADP
fbem-30040	33	36	potential	potential	ADJ
fbem-30040	33	37	candidates	candidate	NOUN
fbem-30040	33	38	(	(	PUNCT
fbem-30040	33	39	cascio	cascio	PROPN
fbem-30040	33	40	&	&	CCONJ
fbem-30040	33	41	aguinis	aguinis	PROPN
fbem-30040	33	42	,	,	PUNCT
fbem-30040	33	43	2019	2019	NUM
fbem-30040	33	44	)	)	PUNCT
fbem-30040	33	45	.	.	PUNCT
fbem-30040	34	1	ai	ai	VERB
fbem-30040	34	2	-	-	PUNCT
fbem-30040	34	3	powered	power	VERB
fbem-30040	34	4	tools	tool	NOUN
fbem-30040	34	5	are	be	AUX
fbem-30040	34	6	increasingly	increasingly	ADV
fbem-30040	34	7	employed	employ	VERB
fbem-30040	34	8	to	to	PART
fbem-30040	34	9	streamline	streamline	VERB
fbem-30040	34	10	candidate	candidate	NOUN
fbem-30040	34	11	screening	screening	NOUN
fbem-30040	34	12	,	,	PUNCT
fbem-30040	34	13	automate	automate	ADJ
fbem-30040	34	14	tasks	task	NOUN
fbem-30040	34	15	,	,	PUNCT
fbem-30040	34	16	and	and	CCONJ
fbem-30040	34	17	enhance	enhance	VERB
fbem-30040	34	18	the	the	DET
fbem-30040	34	19	overall	overall	ADJ
fbem-30040	34	20	efficiency	efficiency	NOUN
fbem-30040	34	21	of	of	ADP
fbem-30040	34	22	the	the	DET
fbem-30040	34	23	recruitment	recruitment	NOUN
fbem-30040	34	24	process	process	NOUN
fbem-30040	34	25	(	(	PUNCT
fbem-30040	34	26	boudreau	boudreau	PROPN
fbem-30040	34	27	et	et	PROPN
fbem-30040	34	28	al	al	PROPN
fbem-30040	34	29	.	.	PROPN
fbem-30040	34	30	,	,	PUNCT
fbem-30040	34	31	2019	2019	NUM
fbem-30040	34	32	)	)	PUNCT
fbem-30040	34	33	.	.	PUNCT
fbem-30040	35	1	for	for	ADP
fbem-30040	35	2	instance	instance	NOUN
fbem-30040	35	3	,	,	PUNCT
fbem-30040	35	4	ai	ai	ADJ
fbem-30040	35	5	-	-	PUNCT
fbem-30040	35	6	driven	drive	VERB
fbem-30040	35	7	chatbots	chatbot	NOUN
fbem-30040	35	8	can	can	AUX
fbem-30040	35	9	handle	handle	VERB
fbem-30040	35	10	initial	initial	ADJ
fbem-30040	35	11	candidate	candidate	NOUN
fbem-30040	35	12	interactions	interaction	NOUN
fbem-30040	35	13	,	,	PUNCT
fbem-30040	35	14	providing	provide	VERB
fbem-30040	35	15	quick	quick	ADJ
fbem-30040	35	16	responses	response	NOUN
fbem-30040	35	17	to	to	ADP
fbem-30040	35	18	frequently	frequently	ADV
fbem-30040	35	19	asked	ask	VERB
fbem-30040	35	20	questions	question	NOUN
fbem-30040	35	21	and	and	CCONJ
fbem-30040	35	22	scheduling	scheduling	NOUN
fbem-30040	35	23	interviews	interview	NOUN
fbem-30040	35	24	,	,	PUNCT
fbem-30040	35	25	freeing	free	VERB
fbem-30040	35	26	up	up	ADP
fbem-30040	35	27	recruiters	recruiter	NOUN
fbem-30040	35	28	to	to	PART
fbem-30040	35	29	focus	focus	VERB
fbem-30040	35	30	on	on	ADP
fbem-30040	35	31	more	more	ADJ
fbem-30040	35	32	strategic	strategic	ADJ
fbem-30040	35	33	tasks	task	NOUN
fbem-30040	35	34	(	(	PUNCT
fbem-30040	35	35	noe	noe	NOUN
fbem-30040	35	36	et	et	PROPN
fbem-30040	35	37	al	al	PROPN
fbem-30040	35	38	.	.	PROPN
fbem-30040	35	39	,	,	PUNCT
fbem-30040	35	40	2017	2017	NUM
fbem-30040	35	41	)	)	PUNCT
fbem-30040	35	42	.	.	PUNCT
fbem-30040	36	1	ai	ai	VERB
fbem-30040	36	2	algorithms	algorithm	NOUN
fbem-30040	36	3	can	can	AUX
fbem-30040	36	4	analyze	analyze	VERB
fbem-30040	36	5	vast	vast	ADJ
fbem-30040	36	6	amounts	amount	NOUN
fbem-30040	36	7	of	of	ADP
fbem-30040	36	8	data	datum	NOUN
fbem-30040	36	9	from	from	ADP
fbem-30040	36	10	resumes	resume	NOUN
fbem-30040	36	11	,	,	PUNCT
fbem-30040	36	12	social	social	ADJ
fbem-30040	36	13	media	medium	NOUN
fbem-30040	36	14	profiles	profile	NOUN
fbem-30040	36	15	,	,	PUNCT
fbem-30040	36	16	and	and	CCONJ
fbem-30040	36	17	online	online	ADJ
fbem-30040	36	18	assessments	assessment	NOUN
fbem-30040	36	19	to	to	PART
fbem-30040	36	20	identify	identify	VERB
fbem-30040	36	21	candidates	candidate	NOUN
fbem-30040	36	22	with	with	ADP
fbem-30040	36	23	the	the	DET
fbem-30040	36	24	desired	desire	VERB
fbem-30040	36	25	skills	skill	NOUN
fbem-30040	36	26	and	and	CCONJ
fbem-30040	36	27	experience	experience	NOUN
fbem-30040	36	28	,	,	PUNCT
fbem-30040	36	29	effectively	effectively	ADV
fbem-30040	36	30	reducing	reduce	VERB
fbem-30040	36	31	the	the	DET
fbem-30040	36	32	time	time	NOUN
fbem-30040	36	33	and	and	CCONJ
fbem-30040	36	34	effort	effort	NOUN
fbem-30040	36	35	required	require	VERB
fbem-30040	36	36	for	for	ADP
fbem-30040	36	37	manual	manual	ADJ
fbem-30040	36	38	screening	screening	NOUN
fbem-30040	36	39	(	(	PUNCT
fbem-30040	36	40	guthridge	guthridge	NOUN
fbem-30040	36	41	&	&	CCONJ
fbem-30040	36	42	ragins	ragin	NOUN
fbem-30040	36	43	,	,	PUNCT
fbem-30040	36	44	2017	2017	NUM
fbem-30040	36	45	)	)	PUNCT
fbem-30040	36	46	.	.	PUNCT
fbem-30040	37	1	moreover	moreover	ADV
fbem-30040	37	2	,	,	PUNCT
fbem-30040	37	3	aipowered	aipowere	VERB
fbem-30040	37	4	predictive	predictive	ADJ
fbem-30040	37	5	analytics	analytic	NOUN
fbem-30040	37	6	can	can	AUX
fbem-30040	37	7	analyze	analyze	VERB
fbem-30040	37	8	historical	historical	ADJ
fbem-30040	37	9	data	datum	NOUN
fbem-30040	37	10	to	to	PART
fbem-30040	37	11	forecast	forecast	VERB
fbem-30040	37	12	candidate	candidate	NOUN
fbem-30040	37	13	success	success	NOUN
fbem-30040	37	14	,	,	PUNCT
fbem-30040	37	15	allowing	allow	VERB
fbem-30040	37	16	organizations	organization	NOUN
fbem-30040	37	17	to	to	PART
fbem-30040	37	18	make	make	VERB
fbem-30040	37	19	more	more	ADV
fbem-30040	37	20	informed	informed	ADJ
fbem-30040	37	21	hiring	hiring	NOUN
fbem-30040	37	22	decisions	decision	NOUN
fbem-30040	37	23	(	(	PUNCT
fbem-30040	37	24	huselid	huselid	ADJ
fbem-30040	37	25	,	,	PUNCT
fbem-30040	37	26	2019	2019	NUM
fbem-30040	37	27	)	)	PUNCT
fbem-30040	37	28	.	.	PUNCT
fbem-30040	38	1	this	this	DET
fbem-30040	38	2	datadriven	datadriven	ADJ
fbem-30040	38	3	approach	approach	NOUN
fbem-30040	38	4	can	can	AUX
fbem-30040	38	5	identify	identify	VERB
fbem-30040	38	6	potential	potential	ADJ
fbem-30040	38	7	biases	bias	NOUN
fbem-30040	38	8	in	in	ADP
fbem-30040	38	9	traditional	traditional	ADJ
fbem-30040	38	10	recruitment	recruitment	NOUN
fbem-30040	38	11	methods	method	NOUN
fbem-30040	38	12	,	,	PUNCT
fbem-30040	38	13	promoting	promote	VERB
fbem-30040	38	14	a	a	DET
fbem-30040	38	15	more	more	ADV
fbem-30040	38	16	equitable	equitable	ADJ
fbem-30040	38	17	and	and	CCONJ
fbem-30040	38	18	inclusive	inclusive	ADJ
fbem-30040	38	19	hiring	hiring	NOUN
fbem-30040	38	20	process	process	NOUN
fbem-30040	38	21	(	(	PUNCT
fbem-30040	38	22	cascio	cascio	PROPN
fbem-30040	38	23	&	&	CCONJ
fbem-30040	38	24	aguinis	aguinis	PROPN
fbem-30040	38	25	,	,	PUNCT
fbem-30040	38	26	2019	2019	NUM
fbem-30040	38	27	)	)	PUNCT
fbem-30040	38	28	.	.	PUNCT
fbem-30040	39	1	beyond	beyond	ADP
fbem-30040	39	2	streamlining	streamlining	NOUN
fbem-30040	39	3	processes	process	NOUN
fbem-30040	39	4	,	,	PUNCT
fbem-30040	39	5	ai	ai	AUX
fbem-30040	39	6	-	-	PUNCT
fbem-30040	39	7	powered	power	VERB
fbem-30040	39	8	recruitment	recruitment	NOUN
fbem-30040	39	9	tools	tool	NOUN
fbem-30040	39	10	can	can	AUX
fbem-30040	39	11	enhance	enhance	VERB
fbem-30040	39	12	the	the	DET
fbem-30040	39	13	candidate	candidate	NOUN
fbem-30040	39	14	experience	experience	NOUN
fbem-30040	39	15	by	by	ADP
fbem-30040	39	16	providing	provide	VERB
fbem-30040	39	17	personalized	personalized	ADJ
fbem-30040	39	18	interactions	interaction	NOUN
fbem-30040	39	19	and	and	CCONJ
fbem-30040	39	20	timely	timely	ADJ
fbem-30040	39	21	feedback	feedback	NOUN
fbem-30040	39	22	(	(	PUNCT
fbem-30040	39	23	noe	noe	NOUN
fbem-30040	39	24	et	et	PROPN
fbem-30040	39	25	al	al	PROPN
fbem-30040	39	26	.	.	PROPN
fbem-30040	39	27	,	,	PUNCT
fbem-30040	39	28	2017	2017	NUM
fbem-30040	39	29	)	)	PUNCT
fbem-30040	39	30	.	.	PUNCT
fbem-30040	40	1	ai	ai	VERB
fbem-30040	40	2	-	-	PUNCT
fbem-30040	40	3	driven	drive	VERB
fbem-30040	40	4	platforms	platform	NOUN
fbem-30040	40	5	can	can	AUX
fbem-30040	40	6	tailor	tailor	VERB
fbem-30040	40	7	job	job	NOUN
fbem-30040	40	8	descriptions	description	NOUN
fbem-30040	40	9	and	and	CCONJ
fbem-30040	40	10	application	application	NOUN
fbem-30040	40	11	processes	process	NOUN
fbem-30040	40	12	to	to	ADP
fbem-30040	40	13	individual	individual	ADJ
fbem-30040	40	14	candidates	candidate	NOUN
fbem-30040	40	15	,	,	PUNCT
fbem-30040	40	16	creating	create	VERB
fbem-30040	40	17	a	a	DET
fbem-30040	40	18	more	more	ADV
fbem-30040	40	19	engaging	engaging	ADJ
fbem-30040	40	20	and	and	CCONJ
fbem-30040	40	21	efficient	efficient	ADJ
fbem-30040	40	22	experience	experience	NOUN
fbem-30040	40	23	(	(	PUNCT
fbem-30040	40	24	boudreau	boudreau	PROPN
fbem-30040	40	25	et	et	PROPN
fbem-30040	40	26	al	al	PROPN
fbem-30040	40	27	.	.	PROPN
fbem-30040	40	28	,	,	PUNCT
fbem-30040	40	29	2019	2019	NUM
fbem-30040	40	30	)	)	PUNCT
fbem-30040	40	31	.	.	PUNCT
fbem-30040	41	1	furthermore	furthermore	ADV
fbem-30040	41	2	,	,	PUNCT
fbem-30040	41	3	ai	ai	AUX
fbem-30040	41	4	can	can	AUX
fbem-30040	41	5	automate	automate	VERB
fbem-30040	41	6	post	post	ADJ
fbem-30040	41	7	-	-	ADJ
fbem-30040	41	8	interview	interview	ADJ
fbem-30040	41	9	feedback	feedback	NOUN
fbem-30040	41	10	,	,	PUNCT
fbem-30040	41	11	providing	provide	VERB
fbem-30040	41	12	candidates	candidate	NOUN
fbem-30040	41	13	with	with	ADP
fbem-30040	41	14	prompt	prompt	ADJ
fbem-30040	41	15	and	and	CCONJ
fbem-30040	41	16	constructive	constructive	ADJ
fbem-30040	41	17	insights	insight	NOUN
fbem-30040	41	18	,	,	PUNCT
fbem-30040	41	19	fostering	foster	VERB
fbem-30040	41	20	a	a	DET
fbem-30040	41	21	positive	positive	ADJ
fbem-30040	41	22	perception	perception	NOUN
fbem-30040	41	23	of	of	ADP
fbem-30040	41	24	the	the	DET
fbem-30040	41	25	organization	organization	NOUN
fbem-30040	41	26	(	(	PUNCT
fbem-30040	41	27	guthridge	guthridge	NOUN
fbem-30040	41	28	&	&	CCONJ
fbem-30040	41	29	ragins	ragin	NOUN
fbem-30040	41	30	,	,	PUNCT
fbem-30040	41	31	2017	2017	NUM
fbem-30040	41	32	)	)	PUNCT
fbem-30040	41	33	.	.	PUNCT
fbem-30040	42	1	by	by	ADP
fbem-30040	42	2	leveraging	leverage	VERB
fbem-30040	42	3	ai	ai	PROPN
fbem-30040	42	4	's	's	PART
fbem-30040	42	5	capabilities	capability	NOUN
fbem-30040	42	6	,	,	PUNCT
fbem-30040	42	7	organizations	organization	NOUN
fbem-30040	42	8	can	can	AUX
fbem-30040	42	9	optimize	optimize	VERB
fbem-30040	42	10	their	their	PRON
fbem-30040	42	11	recruitment	recruitment	NOUN
fbem-30040	42	12	processes	process	NOUN
fbem-30040	42	13	,	,	PUNCT
fbem-30040	42	14	attract	attract	VERB
fbem-30040	42	15	top	top	ADJ
fbem-30040	42	16	talent	talent	NOUN
fbem-30040	42	17	,	,	PUNCT
fbem-30040	42	18	and	and	CCONJ
fbem-30040	42	19	build	build	VERB
fbem-30040	42	20	a	a	DET
fbem-30040	42	21	more	more	ADV
fbem-30040	42	22	diverse	diverse	ADJ
fbem-30040	42	23	and	and	CCONJ
fbem-30040	42	24	inclusive	inclusive	ADJ
fbem-30040	42	25	workforce	workforce	NOUN
fbem-30040	42	26	.	.	PUNCT
fbem-30040	43	1	2.1.2	2.1.2	X
fbem-30040	43	2	.	.	X
fbem-30040	43	3	ai	ai	VERB
fbem-30040	43	4	in	in	ADP
fbem-30040	43	5	performance	performance	NOUN
fbem-30040	43	6	management	management	NOUN
fbem-30040	43	7	and	and	CCONJ
fbem-30040	43	8	employee	employee	NOUN
fbem-30040	43	9	development	development	NOUN
fbem-30040	43	10	building	building	NOUN
fbem-30040	43	11	upon	upon	SCONJ
fbem-30040	43	12	the	the	DET
fbem-30040	43	13	transformative	transformative	ADJ
fbem-30040	43	14	role	role	NOUN
fbem-30040	43	15	of	of	ADP
fbem-30040	43	16	ai	ai	NOUN
fbem-30040	43	17	in	in	ADP
fbem-30040	43	18	recruitment	recruitment	NOUN
fbem-30040	43	19	,	,	PUNCT
fbem-30040	43	20	its	its	PRON
fbem-30040	43	21	application	application	NOUN
fbem-30040	43	22	extends	extend	VERB
fbem-30040	43	23	to	to	ADP
fbem-30040	43	24	performance	performance	NOUN
fbem-30040	43	25	management	management	NOUN
fbem-30040	43	26	and	and	CCONJ
fbem-30040	43	27	employee	employee	NOUN
fbem-30040	43	28	development	development	NOUN
fbem-30040	43	29	,	,	PUNCT
fbem-30040	43	30	offering	offer	VERB
fbem-30040	43	31	novel	novel	ADJ
fbem-30040	43	32	avenues	avenue	NOUN
fbem-30040	43	33	for	for	ADP
fbem-30040	43	34	enhancing	enhance	VERB
fbem-30040	43	35	organizational	organizational	ADJ
fbem-30040	43	36	effectiveness	effectiveness	NOUN
fbem-30040	43	37	.	.	PUNCT
fbem-30040	44	1	ai	ai	AUX
fbem-30040	44	2	-	-	PUNCT
fbem-30040	44	3	powered	power	VERB
fbem-30040	44	4	tools	tool	NOUN
fbem-30040	44	5	can	can	AUX
fbem-30040	44	6	analyze	analyze	VERB
fbem-30040	44	7	vast	vast	ADJ
fbem-30040	44	8	amounts	amount	NOUN
fbem-30040	44	9	of	of	ADP
fbem-30040	44	10	employee	employee	NOUN
fbem-30040	44	11	performance	performance	NOUN
fbem-30040	44	12	data	datum	NOUN
fbem-30040	44	13	,	,	PUNCT
fbem-30040	44	14	identifying	identify	VERB
fbem-30040	44	15	patterns	pattern	NOUN
fbem-30040	44	16	and	and	CCONJ
fbem-30040	44	17	trends	trend	NOUN
fbem-30040	44	18	that	that	PRON
fbem-30040	44	19	might	might	AUX
fbem-30040	44	20	otherwise	otherwise	ADV
fbem-30040	44	21	remain	remain	VERB
fbem-30040	44	22	obscured	obscured	ADJ
fbem-30040	44	23	(	(	PUNCT
fbem-30040	44	24	boudreau	boudreau	PROPN
fbem-30040	44	25	et	et	PROPN
fbem-30040	44	26	al	al	PROPN
fbem-30040	44	27	.	.	PROPN
fbem-30040	44	28	,	,	PUNCT
fbem-30040	44	29	2019	2019	NUM
fbem-30040	44	30	)	)	PUNCT
fbem-30040	44	31	.	.	PUNCT
fbem-30040	45	1	this	this	DET
fbem-30040	45	2	data	data	NOUN
fbem-30040	45	3	-	-	PUNCT
fbem-30040	45	4	driven	drive	VERB
fbem-30040	45	5	approach	approach	NOUN
fbem-30040	45	6	enables	enable	VERB
fbem-30040	45	7	organizations	organization	NOUN
fbem-30040	45	8	to	to	PART
fbem-30040	45	9	pinpoint	pinpoint	VERB
fbem-30040	45	10	areas	area	NOUN
fbem-30040	45	11	for	for	ADP
fbem-30040	45	12	improvement	improvement	NOUN
fbem-30040	45	13	,	,	PUNCT
fbem-30040	45	14	tailor	tailor	NOUN
fbem-30040	45	15	development	development	NOUN
fbem-30040	45	16	programs	program	NOUN
fbem-30040	45	17	,	,	PUNCT
fbem-30040	45	18	and	and	CCONJ
fbem-30040	45	19	foster	foster	ADJ
fbem-30040	45	20	personalized	personalized	ADJ
fbem-30040	45	21	learning	learning	NOUN
fbem-30040	45	22	experiences	experience	NOUN
fbem-30040	45	23	.	.	PUNCT
fbem-30040	46	1	for	for	ADP
fbem-30040	46	2	instance	instance	NOUN
fbem-30040	46	3	,	,	PUNCT
fbem-30040	46	4	ai	ai	VERB
fbem-30040	46	5	algorithms	algorithm	NOUN
fbem-30040	46	6	can	can	AUX
fbem-30040	46	7	analyze	analyze	VERB
fbem-30040	46	8	employee	employee	NOUN
fbem-30040	46	9	feedback	feedback	NOUN
fbem-30040	46	10	,	,	PUNCT
fbem-30040	46	11	performance	performance	NOUN
fbem-30040	46	12	metrics	metric	NOUN
fbem-30040	46	13	,	,	PUNCT
fbem-30040	46	14	and	and	CCONJ
fbem-30040	46	15	training	training	NOUN
fbem-30040	46	16	records	record	NOUN
fbem-30040	46	17	to	to	PART
fbem-30040	46	18	identify	identify	VERB
fbem-30040	46	19	skills	skill	NOUN
fbem-30040	46	20	gaps	gap	NOUN
fbem-30040	46	21	and	and	CCONJ
fbem-30040	46	22	recommend	recommend	VERB
fbem-30040	46	23	relevant	relevant	ADJ
fbem-30040	46	24	training	training	NOUN
fbem-30040	46	25	modules	module	NOUN
fbem-30040	46	26	(	(	PUNCT
fbem-30040	46	27	noe	noe	NOUN
fbem-30040	46	28	et	et	PROPN
fbem-30040	46	29	al	al	PROPN
fbem-30040	46	30	.	.	PROPN
fbem-30040	46	31	,	,	PUNCT
fbem-30040	46	32	2019	2019	NUM
fbem-30040	46	33	)	)	PUNCT
fbem-30040	46	34	.	.	PUNCT
fbem-30040	47	1	this	this	DET
fbem-30040	47	2	personalized	personalized	ADJ
fbem-30040	47	3	approach	approach	NOUN
fbem-30040	47	4	can	can	AUX
fbem-30040	47	5	significantly	significantly	ADV
fbem-30040	47	6	enhance	enhance	VERB
fbem-30040	47	7	employee	employee	NOUN
fbem-30040	47	8	engagement	engagement	NOUN
fbem-30040	47	9	and	and	CCONJ
fbem-30040	47	10	productivity	productivity	NOUN
fbem-30040	47	11	,	,	PUNCT
fbem-30040	47	12	fostering	foster	VERB
fbem-30040	47	13	a	a	DET
fbem-30040	47	14	culture	culture	NOUN
fbem-30040	47	15	of	of	ADP
fbem-30040	47	16	continuous	continuous	ADJ
fbem-30040	47	17	learning	learning	NOUN
fbem-30040	47	18	and	and	CCONJ
fbem-30040	47	19	development	development	NOUN
fbem-30040	47	20	.	.	PUNCT
fbem-30040	48	1	moreover	moreover	ADV
fbem-30040	48	2	,	,	PUNCT
fbem-30040	48	3	ai	ai	AUX
fbem-30040	48	4	can	can	AUX
fbem-30040	48	5	automate	automate	VERB
fbem-30040	48	6	routine	routine	ADJ
fbem-30040	48	7	performance	performance	NOUN
fbem-30040	48	8	management	management	NOUN
fbem-30040	48	9	tasks	task	NOUN
fbem-30040	48	10	,	,	PUNCT
fbem-30040	48	11	freeing	free	VERB
fbem-30040	48	12	up	up	ADP
fbem-30040	48	13	hr	hr	NOUN
fbem-30040	48	14	professionals	professional	NOUN
fbem-30040	48	15	to	to	PART
fbem-30040	48	16	focus	focus	VERB
fbem-30040	48	17	on	on	ADP
fbem-30040	48	18	strategic	strategic	ADJ
fbem-30040	48	19	initiatives	initiative	NOUN
fbem-30040	48	20	.	.	PUNCT
fbem-30040	49	1	ai	ai	AUX
fbem-30040	49	2	-	-	PUNCT
fbem-30040	49	3	powered	power	VERB
fbem-30040	49	4	chatbots	chatbot	NOUN
fbem-30040	49	5	can	can	AUX
fbem-30040	49	6	handle	handle	VERB
fbem-30040	49	7	employee	employee	NOUN
fbem-30040	49	8	queries	query	NOUN
fbem-30040	49	9	related	relate	VERB
fbem-30040	49	10	to	to	ADP
fbem-30040	49	11	performance	performance	NOUN
fbem-30040	49	12	reviews	review	NOUN
fbem-30040	49	13	,	,	PUNCT
fbem-30040	49	14	development	development	NOUN
fbem-30040	49	15	plans	plan	NOUN
fbem-30040	49	16	,	,	PUNCT
fbem-30040	49	17	and	and	CCONJ
fbem-30040	49	18	training	training	NOUN
fbem-30040	49	19	opportunities	opportunity	NOUN
fbem-30040	49	20	,	,	PUNCT
fbem-30040	49	21	providing	provide	VERB
fbem-30040	49	22	timely	timely	ADJ
fbem-30040	49	23	and	and	CCONJ
fbem-30040	49	24	consistent	consistent	ADJ
fbem-30040	49	25	support	support	NOUN
fbem-30040	49	26	(	(	PUNCT
fbem-30040	49	27	guthridge	guthridge	NOUN
fbem-30040	49	28	&	&	CCONJ
fbem-30040	49	29	dibrell	dibrell	PROPN
fbem-30040	49	30	,	,	PUNCT
fbem-30040	49	31	2019	2019	NUM
fbem-30040	49	32	)	)	PUNCT
fbem-30040	49	33	.	.	PUNCT
fbem-30040	50	1	this	this	DET
fbem-30040	50	2	automation	automation	NOUN
fbem-30040	50	3	not	not	PART
fbem-30040	50	4	only	only	ADV
fbem-30040	50	5	improves	improve	VERB
fbem-30040	50	6	efficiency	efficiency	NOUN
fbem-30040	50	7	but	but	CCONJ
fbem-30040	50	8	also	also	ADV
fbem-30040	50	9	enhances	enhance	VERB
fbem-30040	50	10	the	the	DET
fbem-30040	50	11	employee	employee	NOUN
fbem-30040	50	12	experience	experience	NOUN
fbem-30040	50	13	,	,	PUNCT
fbem-30040	50	14	fostering	foster	VERB
fbem-30040	50	15	a	a	DET
fbem-30040	50	16	more	more	ADV
fbem-30040	50	17	transparent	transparent	ADJ
fbem-30040	50	18	and	and	CCONJ
fbem-30040	50	19	supportive	supportive	ADJ
fbem-30040	50	20	performance	performance	NOUN
fbem-30040	50	21	management	management	NOUN
fbem-30040	50	22	system	system	NOUN
fbem-30040	50	23	.	.	PUNCT
fbem-30040	51	1	by	by	ADP
fbem-30040	51	2	leveraging	leverage	VERB
fbem-30040	51	3	ai	ai	NOUN
fbem-30040	51	4	,	,	PUNCT
fbem-30040	51	5	organizations	organization	NOUN
fbem-30040	51	6	can	can	AUX
fbem-30040	51	7	create	create	VERB
fbem-30040	51	8	a	a	DET
fbem-30040	51	9	data	data	NOUN
fbem-30040	51	10	-	-	PUNCT
fbem-30040	51	11	driven	drive	VERB
fbem-30040	51	12	and	and	CCONJ
fbem-30040	51	13	personalized	personalized	ADJ
fbem-30040	51	14	approach	approach	NOUN
fbem-30040	51	15	to	to	ADP
fbem-30040	51	16	performance	performance	NOUN
fbem-30040	51	17	management	management	NOUN
fbem-30040	51	18	and	and	CCONJ
fbem-30040	51	19	employee	employee	NOUN
fbem-30040	51	20	development	development	NOUN
fbem-30040	51	21	,	,	PUNCT
fbem-30040	51	22	empowering	empower	VERB
fbem-30040	51	23	employees	employee	NOUN
fbem-30040	51	24	to	to	PART
fbem-30040	51	25	reach	reach	VERB
fbem-30040	51	26	their	their	PRON
fbem-30040	51	27	full	full	ADJ
fbem-30040	51	28	potential	potential	NOUN
fbem-30040	51	29	while	while	SCONJ
fbem-30040	51	30	optimizing	optimize	VERB
fbem-30040	51	31	organizational	organizational	ADJ
fbem-30040	51	32	performance	performance	NOUN
fbem-30040	51	33	.	.	PUNCT
fbem-30040	52	1	2.2	2.2	NUM
fbem-30040	52	2	.	.	PUNCT
fbem-30040	52	3	benefits	benefit	NOUN
fbem-30040	52	4	and	and	CCONJ
fbem-30040	52	5	challenges	challenge	NOUN
fbem-30040	52	6	of	of	ADP
fbem-30040	52	7	ai	ai	ADJ
fbem-30040	52	8	implementation	implementation	NOUN
fbem-30040	52	9	in	in	ADP
fbem-30040	52	10	hrm	hrm	PROPN
fbem-30040	52	11	building	build	VERB
fbem-30040	52	12	upon	upon	SCONJ
fbem-30040	52	13	the	the	DET
fbem-30040	52	14	preceding	precede	VERB
fbem-30040	52	15	discussion	discussion	NOUN
fbem-30040	52	16	of	of	ADP
fbem-30040	52	17	ai	ai	ADJ
fbem-30040	52	18	applications	application	NOUN
fbem-30040	52	19	in	in	ADP
fbem-30040	52	20	recruitment	recruitment	NOUN
fbem-30040	52	21	and	and	CCONJ
fbem-30040	52	22	performance	performance	NOUN
fbem-30040	52	23	management	management	NOUN
fbem-30040	52	24	,	,	PUNCT
fbem-30040	52	25	this	this	DET
fbem-30040	52	26	section	section	NOUN
fbem-30040	52	27	delves	delve	VERB
fbem-30040	52	28	into	into	ADP
fbem-30040	52	29	the	the	DET
fbem-30040	52	30	broader	broad	ADJ
fbem-30040	52	31	implications	implication	NOUN
fbem-30040	52	32	of	of	ADP
fbem-30040	52	33	ai	ai	ADJ
fbem-30040	52	34	integration	integration	NOUN
fbem-30040	52	35	within	within	ADP
fbem-30040	52	36	hrm	hrm	PROPN
fbem-30040	52	37	.	.	PUNCT
fbem-30040	53	1	the	the	DET
fbem-30040	53	2	adoption	adoption	NOUN
fbem-30040	53	3	of	of	ADP
fbem-30040	53	4	ai	ai	NOUN
fbem-30040	53	5	in	in	ADP
fbem-30040	53	6	hrm	hrm	PROPN
fbem-30040	53	7	promises	promise	VERB
fbem-30040	53	8	a	a	DET
fbem-30040	53	9	range	range	NOUN
fbem-30040	53	10	of	of	ADP
fbem-30040	53	11	benefits	benefit	NOUN
fbem-30040	53	12	,	,	PUNCT
fbem-30040	53	13	including	include	VERB
fbem-30040	53	14	increased	increase	VERB
fbem-30040	53	15	efficiency	efficiency	NOUN
fbem-30040	53	16	,	,	PUNCT
fbem-30040	53	17	improved	improved	ADJ
fbem-30040	53	18	decisionmaking	decisionmaking	NOUN
fbem-30040	53	19	,	,	PUNCT
fbem-30040	53	20	and	and	CCONJ
fbem-30040	53	21	enhanced	enhance	VERB
fbem-30040	53	22	employee	employee	NOUN
fbem-30040	53	23	experiences	experience	NOUN
fbem-30040	53	24	.	.	PUNCT
fbem-30040	54	1	however	however	ADV
fbem-30040	54	2	,	,	PUNCT
fbem-30040	54	3	these	these	DET
fbem-30040	54	4	advancements	advancement	NOUN
fbem-30040	54	5	are	be	AUX
fbem-30040	54	6	not	not	PART
fbem-30040	54	7	without	without	ADP
fbem-30040	54	8	their	their	PRON
fbem-30040	54	9	challenges	challenge	NOUN
fbem-30040	54	10	,	,	PUNCT
fbem-30040	54	11	raising	raise	VERB
fbem-30040	54	12	critical	critical	ADJ
fbem-30040	54	13	concerns	concern	NOUN
fbem-30040	54	14	about	about	ADP
fbem-30040	54	15	ethical	ethical	ADJ
fbem-30040	54	16	considerations	consideration	NOUN
fbem-30040	54	17	,	,	PUNCT
fbem-30040	54	18	bias	bias	NOUN
fbem-30040	54	19	,	,	PUNCT
fbem-30040	54	20	and	and	CCONJ
fbem-30040	54	21	potential	potential	ADJ
fbem-30040	54	22	job	job	NOUN
fbem-30040	54	23	displacement	displacement	NOUN
fbem-30040	54	24	.	.	PUNCT
fbem-30040	55	1	ai	ai	AUX
fbem-30040	55	2	-	-	PUNCT
fbem-30040	55	3	powered	power	VERB
fbem-30040	55	4	systems	system	NOUN
fbem-30040	55	5	can	can	AUX
fbem-30040	55	6	automate	automate	VERB
fbem-30040	55	7	repetitive	repetitive	ADJ
fbem-30040	55	8	tasks	task	NOUN
fbem-30040	55	9	,	,	PUNCT
fbem-30040	55	10	freeing	free	VERB
fbem-30040	55	11	up	up	ADP
fbem-30040	55	12	hr	hr	NOUN
fbem-30040	55	13	professionals	professional	NOUN
fbem-30040	55	14	to	to	PART
fbem-30040	55	15	focus	focus	VERB
fbem-30040	55	16	on	on	ADP
fbem-30040	55	17	more	more	ADJ
fbem-30040	55	18	strategic	strategic	ADJ
fbem-30040	55	19	initiatives	initiative	NOUN
fbem-30040	55	20	.	.	PUNCT
fbem-30040	56	1	for	for	ADP
fbem-30040	56	2	instance	instance	NOUN
fbem-30040	56	3	,	,	PUNCT
fbem-30040	56	4	ai	ai	ADJ
fbem-30040	56	5	-	-	PUNCT
fbem-30040	56	6	driven	drive	VERB
fbem-30040	56	7	chatbots	chatbot	NOUN
fbem-30040	56	8	can	can	AUX
fbem-30040	56	9	handle	handle	VERB
fbem-30040	56	10	routine	routine	ADJ
fbem-30040	56	11	employee	employee	NOUN
fbem-30040	56	12	inquiries	inquiry	NOUN
fbem-30040	56	13	,	,	PUNCT
fbem-30040	56	14	while	while	SCONJ
fbem-30040	56	15	automated	automated	ADJ
fbem-30040	56	16	scheduling	scheduling	NOUN
fbem-30040	56	17	tools	tool	NOUN
fbem-30040	56	18	can	can	AUX
fbem-30040	56	19	streamline	streamline	VERB
fbem-30040	56	20	onboarding	onboarding	NOUN
fbem-30040	56	21	processes	process	NOUN
fbem-30040	56	22	(	(	PUNCT
fbem-30040	56	23	cascio	cascio	NOUN
fbem-30040	56	24	&	&	CCONJ
fbem-30040	56	25	aguinis	aguinis	PROPN
fbem-30040	56	26	,	,	PUNCT
fbem-30040	56	27	2019	2019	NUM
fbem-30040	56	28	)	)	PUNCT
fbem-30040	56	29	.	.	PUNCT
fbem-30040	57	1	this	this	DET
fbem-30040	57	2	increased	increase	VERB
fbem-30040	57	3	efficiency	efficiency	NOUN
fbem-30040	57	4	translates	translate	VERB
fbem-30040	57	5	into	into	ADP
fbem-30040	57	6	cost	cost	NOUN
fbem-30040	57	7	savings	saving	NOUN
fbem-30040	57	8	and	and	CCONJ
fbem-30040	57	9	a	a	DET
fbem-30040	57	10	more	more	ADV
fbem-30040	57	11	agile	agile	ADJ
fbem-30040	57	12	hr	hr	NOUN
fbem-30040	57	13	function	function	NOUN
fbem-30040	57	14	.	.	PUNCT
fbem-30040	58	1	moreover	moreover	ADV
fbem-30040	58	2	,	,	PUNCT
fbem-30040	58	3	ai	ai	AUX
fbem-30040	58	4	can	can	AUX
fbem-30040	58	5	analyze	analyze	VERB
fbem-30040	58	6	vast	vast	ADJ
fbem-30040	58	7	amounts	amount	NOUN
fbem-30040	58	8	of	of	ADP
fbem-30040	58	9	data	datum	NOUN
fbem-30040	58	10	to	to	PART
fbem-30040	58	11	identify	identify	VERB
fbem-30040	58	12	patterns	pattern	NOUN
fbem-30040	58	13	and	and	CCONJ
fbem-30040	58	14	insights	insight	NOUN
fbem-30040	58	15	that	that	PRON
fbem-30040	58	16	might	might	AUX
fbem-30040	58	17	otherwise	otherwise	ADV
fbem-30040	58	18	go	go	VERB
fbem-30040	58	19	unnoticed	unnoticed	ADJ
fbem-30040	58	20	.	.	PUNCT
fbem-30040	59	1	this	this	DET
fbem-30040	59	2	data	data	NOUN
fbem-30040	59	3	-	-	PUNCT
fbem-30040	59	4	driven	drive	VERB
fbem-30040	59	5	approach	approach	NOUN
fbem-30040	59	6	can	can	AUX
fbem-30040	59	7	inform	inform	VERB
fbem-30040	59	8	more	more	ADV
fbem-30040	59	9	effective	effective	ADJ
fbem-30040	59	10	talent	talent	NOUN
fbem-30040	59	11	acquisition	acquisition	NOUN
fbem-30040	59	12	strategies	strategy	NOUN
fbem-30040	59	13	,	,	PUNCT
fbem-30040	59	14	optimize	optimize	NOUN
fbem-30040	59	15	performance	performance	NOUN
fbem-30040	59	16	management	management	NOUN
fbem-30040	59	17	systems	system	NOUN
fbem-30040	59	18	,	,	PUNCT
fbem-30040	59	19	and	and	CCONJ
fbem-30040	59	20	enhance	enhance	VERB
fbem-30040	59	21	employee	employee	NOUN
fbem-30040	59	22	engagement	engagement	NOUN
fbem-30040	59	23	initiatives	initiative	NOUN
fbem-30040	59	24	(	(	PUNCT
fbem-30040	59	25	noe	noe	INTJ
fbem-30040	59	26	,	,	PUNCT
fbem-30040	59	27	hollenbeck	hollenbeck	NOUN
fbem-30040	59	28	,	,	PUNCT
fbem-30040	59	29	gerhart	gerhart	PROPN
fbem-30040	59	30	,	,	PUNCT
fbem-30040	59	31	&	&	CCONJ
fbem-30040	59	32	wright	wright	PROPN
fbem-30040	59	33	,	,	PUNCT
fbem-30040	59	34	2017	2017	NUM
fbem-30040	59	35	)	)	PUNCT
fbem-30040	59	36	.	.	PUNCT
fbem-30040	60	1	ai	ai	VERB
fbem-30040	60	2	algorithms	algorithm	NOUN
fbem-30040	60	3	can	can	AUX
fbem-30040	60	4	also	also	ADV
fbem-30040	60	5	analyze	analyze	VERB
fbem-30040	60	6	candidate	candidate	NOUN
fbem-30040	60	7	resumes	resume	NOUN
fbem-30040	60	8	and	and	CCONJ
fbem-30040	60	9	identify	identify	VERB
fbem-30040	60	10	the	the	DET
fbem-30040	60	11	most	most	ADV
fbem-30040	60	12	qualified	qualified	ADJ
fbem-30040	60	13	applicants	applicant	NOUN
fbem-30040	60	14	,	,	PUNCT
fbem-30040	60	15	reducing	reduce	VERB
fbem-30040	60	16	bias	bias	NOUN
fbem-30040	60	17	and	and	CCONJ
fbem-30040	60	18	improving	improve	VERB
fbem-30040	60	19	the	the	DET
fbem-30040	60	20	fairness	fairness	NOUN
fbem-30040	60	21	of	of	ADP
fbem-30040	60	22	the	the	DET
fbem-30040	60	23	hiring	hire	VERB
fbem-30040	60	24	process	process	NOUN
fbem-30040	60	25	(	(	PUNCT
fbem-30040	60	26	guthrie	guthrie	NOUN
fbem-30040	60	27	,	,	PUNCT
fbem-30040	60	28	2018	2018	NUM
fbem-30040	60	29	)	)	PUNCT
fbem-30040	60	30	.	.	PUNCT
fbem-30040	61	1	however	however	ADV
fbem-30040	61	2	,	,	PUNCT
fbem-30040	61	3	the	the	DET
fbem-30040	61	4	implementation	implementation	NOUN
fbem-30040	61	5	of	of	ADP
fbem-30040	61	6	ai	ai	NOUN
fbem-30040	61	7	in	in	ADP
fbem-30040	61	8	hrm	hrm	PROPN
fbem-30040	61	9	is	be	AUX
fbem-30040	61	10	not	not	PART
fbem-30040	61	11	without	without	ADP
fbem-30040	61	12	its	its	PRON
fbem-30040	61	13	challenges	challenge	NOUN
fbem-30040	61	14	.	.	PUNCT
fbem-30040	62	1	one	one	NUM
fbem-30040	62	2	significant	significant	ADJ
fbem-30040	62	3	concern	concern	NOUN
fbem-30040	62	4	is	be	AUX
fbem-30040	62	5	the	the	DET
fbem-30040	62	6	potential	potential	NOUN
fbem-30040	62	7	for	for	ADP
fbem-30040	62	8	algorithmic	algorithmic	ADJ
fbem-30040	62	9	bias	bias	NOUN
fbem-30040	62	10	,	,	PUNCT
fbem-30040	62	11	where	where	SCONJ
fbem-30040	62	12	ai	ai	AUX
fbem-30040	62	13	systems	system	NOUN
fbem-30040	62	14	perpetuate	perpetuate	VERB
fbem-30040	62	15	existing	exist	VERB
fbem-30040	62	16	societal	societal	ADJ
fbem-30040	62	17	biases	bias	NOUN
fbem-30040	62	18	,	,	PUNCT
fbem-30040	62	19	leading	lead	VERB
fbem-30040	62	20	to	to	ADP
fbem-30040	62	21	unfair	unfair	ADJ
fbem-30040	62	22	and	and	CCONJ
fbem-30040	62	23	discriminatory	discriminatory	ADJ
fbem-30040	62	24	outcomes	outcome	NOUN
fbem-30040	62	25	(	(	PUNCT
fbem-30040	62	26	brynjolfsson	brynjolfsson	NOUN
fbem-30040	62	27	&	&	CCONJ
fbem-30040	62	28	mcafee	mcafee	PROPN
fbem-30040	62	29	,	,	PUNCT
fbem-30040	62	30	2014	2014	NUM
fbem-30040	62	31	)	)	PUNCT
fbem-30040	62	32	.	.	PUNCT
fbem-30040	63	1	for	for	ADP
fbem-30040	63	2	example	example	NOUN
fbem-30040	63	3	,	,	PUNCT
fbem-30040	63	4	ai	ai	ADJ
fbem-30040	63	5	-	-	PUNCT
fbem-30040	63	6	powered	power	VERB
fbem-30040	63	7	recruitment	recruitment	NOUN
fbem-30040	63	8	tools	tool	NOUN
fbem-30040	63	9	might	might	AUX
fbem-30040	63	10	inadvertently	inadvertently	ADV
fbem-30040	63	11	favor	favor	VERB
fbem-30040	63	12	candidates	candidate	NOUN
fbem-30040	63	13	from	from	ADP
fbem-30040	63	14	certain	certain	ADJ
fbem-30040	63	15	demographics	demographic	NOUN
fbem-30040	63	16	,	,	PUNCT
fbem-30040	63	17	reinforcing	reinforce	VERB
fbem-30040	63	18	existing	exist	VERB
fbem-30040	63	19	inequalities	inequality	NOUN
fbem-30040	63	20	in	in	ADP
fbem-30040	63	21	the	the	DET
fbem-30040	63	22	workplace	workplace	NOUN
fbem-30040	63	23	.	.	PUNCT
fbem-30040	64	1	another	another	DET
fbem-30040	64	2	challenge	challenge	NOUN
fbem-30040	64	3	is	be	AUX
fbem-30040	64	4	the	the	DET
fbem-30040	64	5	potential	potential	NOUN
fbem-30040	64	6	for	for	ADP
fbem-30040	64	7	job	job	NOUN
fbem-30040	64	8	displacement	displacement	NOUN
fbem-30040	64	9	,	,	PUNCT
fbem-30040	64	10	as	as	SCONJ
fbem-30040	64	11	ai	ai	VERB
fbem-30040	64	12	automation	automation	NOUN
fbem-30040	64	13	takes	take	VERB
fbem-30040	64	14	over	over	ADP
fbem-30040	64	15	tasks	task	NOUN
fbem-30040	64	16	previously	previously	ADV
fbem-30040	64	17	performed	perform	VERB
fbem-30040	64	18	by	by	ADP
fbem-30040	64	19	hr	hr	NOUN
fbem-30040	64	20	professionals	professional	NOUN
fbem-30040	64	21	.	.	PUNCT
fbem-30040	65	1	this	this	PRON
fbem-30040	65	2	raises	raise	VERB
fbem-30040	65	3	concerns	concern	NOUN
fbem-30040	65	4	about	about	ADP
fbem-30040	65	5	the	the	DET
fbem-30040	65	6	future	future	NOUN
fbem-30040	65	7	of	of	ADP
fbem-30040	65	8	work	work	NOUN
fbem-30040	65	9	and	and	CCONJ
fbem-30040	65	10	the	the	DET
fbem-30040	65	11	need	need	NOUN
fbem-30040	65	12	for	for	ADP
fbem-30040	65	13	reskilling	reskille	VERB
fbem-30040	65	14	and	and	CCONJ
fbem-30040	65	15	upskilling	upskille	VERB
fbem-30040	65	16	initiatives	initiative	NOUN
fbem-30040	65	17	to	to	PART
fbem-30040	65	18	prepare	prepare	VERB
fbem-30040	65	19	employees	employee	NOUN
fbem-30040	65	20	for	for	ADP
fbem-30040	65	21	the	the	DET
fbem-30040	65	22	evolving	evolve	VERB
fbem-30040	65	23	job	job	NOUN
fbem-30040	65	24	market	market	NOUN
fbem-30040	65	25	(	(	PUNCT
fbem-30040	65	26	frey	frey	PROPN
fbem-30040	65	27	&	&	CCONJ
fbem-30040	65	28	osborne	osborne	PROPN
fbem-30040	65	29	,	,	PUNCT
fbem-30040	65	30	2017	2017	NUM
fbem-30040	65	31	)	)	PUNCT
fbem-30040	65	32	.	.	PUNCT
fbem-30040	66	1	furthermore	furthermore	ADV
fbem-30040	66	2	,	,	PUNCT
fbem-30040	66	3	the	the	DET
fbem-30040	66	4	ethical	ethical	ADJ
fbem-30040	66	5	implications	implication	NOUN
fbem-30040	66	6	of	of	ADP
fbem-30040	66	7	ai	ai	NOUN
fbem-30040	66	8	in	in	ADP
fbem-30040	66	9	hrm	hrm	PROPN
fbem-30040	66	10	require	require	VERB
fbem-30040	66	11	careful	careful	ADJ
fbem-30040	66	12	consideration	consideration	NOUN
fbem-30040	66	13	.	.	PUNCT
fbem-30040	67	1	the	the	DET
fbem-30040	67	2	use	use	NOUN
fbem-30040	67	3	of	of	ADP
fbem-30040	67	4	ai	ai	VERB
fbem-30040	67	5	to	to	PART
fbem-30040	67	6	monitor	monitor	VERB
fbem-30040	67	7	employee	employee	NOUN
fbem-30040	67	8	behavior	behavior	NOUN
fbem-30040	67	9	,	,	PUNCT
fbem-30040	67	10	predict	predict	VERB
fbem-30040	67	11	performance	performance	NOUN
fbem-30040	67	12	,	,	PUNCT
fbem-30040	67	13	or	or	CCONJ
fbem-30040	67	14	make	make	VERB
fbem-30040	67	15	decisions	decision	NOUN
fbem-30040	67	16	about	about	ADP
fbem-30040	67	17	promotions	promotion	NOUN
fbem-30040	67	18	or	or	CCONJ
fbem-30040	67	19	layoffs	layoff	NOUN
fbem-30040	67	20	raises	raise	VERB
fbem-30040	67	21	concerns	concern	NOUN
fbem-30040	67	22	about	about	ADP
fbem-30040	67	23	privacy	privacy	NOUN
fbem-30040	67	24	,	,	PUNCT
fbem-30040	67	25	transparency	transparency	NOUN
fbem-30040	67	26	,	,	PUNCT
fbem-30040	67	27	and	and	CCONJ
fbem-30040	67	28	the	the	DET
fbem-30040	67	29	potential	potential	NOUN
fbem-30040	67	30	for	for	ADP
fbem-30040	67	31	misuse	misuse	NOUN
fbem-30040	67	32	of	of	ADP
fbem-30040	67	33	data	datum	NOUN
fbem-30040	67	34	(	(	PUNCT
fbem-30040	67	35	cascio	cascio	PROPN
fbem-30040	67	36	&	&	CCONJ
fbem-30040	67	37	aguinis	aguinis	PROPN
fbem-30040	67	38	,	,	PUNCT
fbem-30040	67	39	2019	2019	NUM
fbem-30040	67	40	)	)	PUNCT
fbem-30040	67	41	.	.	PUNCT
fbem-30040	68	1	to	to	PART
fbem-30040	68	2	mitigate	mitigate	VERB
fbem-30040	68	3	these	these	DET
fbem-30040	68	4	challenges	challenge	NOUN
fbem-30040	68	5	,	,	PUNCT
fbem-30040	68	6	organizations	organization	NOUN
fbem-30040	68	7	must	must	AUX
fbem-30040	68	8	adopt	adopt	VERB
fbem-30040	68	9	a	a	DET
fbem-30040	68	10	responsible	responsible	ADJ
fbem-30040	68	11	and	and	CCONJ
fbem-30040	68	12	ethical	ethical	ADJ
fbem-30040	68	13	approach	approach	NOUN
fbem-30040	68	14	to	to	ADP
fbem-30040	68	15	ai	ai	VERB
fbem-30040	68	16	implementation	implementation	NOUN
fbem-30040	68	17	in	in	ADP
fbem-30040	68	18	hrm	hrm	PROPN
fbem-30040	68	19	.	.	PUNCT
fbem-30040	69	1	this	this	PRON
fbem-30040	69	2	involves	involve	VERB
fbem-30040	69	3	establishing	establish	VERB
fbem-30040	69	4	clear	clear	ADJ
fbem-30040	69	5	guidelines	guideline	NOUN
fbem-30040	69	6	for	for	ADP
fbem-30040	69	7	data	data	NOUN
fbem-30040	69	8	collection	collection	NOUN
fbem-30040	69	9	,	,	PUNCT
fbem-30040	69	10	use	use	NOUN
fbem-30040	69	11	,	,	PUNCT
fbem-30040	69	12	and	and	CCONJ
fbem-30040	69	13	storage	storage	NOUN
fbem-30040	69	14	,	,	PUNCT
fbem-30040	69	15	ensuring	ensure	VERB
fbem-30040	69	16	transparency	transparency	NOUN
fbem-30040	69	17	in	in	ADP
fbem-30040	69	18	decision	decision	NOUN
fbem-30040	69	19	-	-	PUNCT
fbem-30040	69	20	making	make	VERB
fbem-30040	69	21	processes	process	NOUN
fbem-30040	69	22	,	,	PUNCT
fbem-30040	69	23	and	and	CCONJ
fbem-30040	69	24	prioritizing	prioritize	VERB
fbem-30040	69	25	human	human	ADJ
fbem-30040	69	26	oversight	oversight	NOUN
fbem-30040	69	27	of	of	ADP
fbem-30040	69	28	ai	ai	PROPN
fbem-30040	69	29	systems	system	NOUN
fbem-30040	69	30	.	.	PUNCT
fbem-30040	70	1	furthermore	furthermore	ADV
fbem-30040	70	2	,	,	PUNCT
fbem-30040	70	3	organizations	organization	NOUN
fbem-30040	70	4	must	must	AUX
fbem-30040	70	5	invest	invest	VERB
fbem-30040	70	6	in	in	ADP
fbem-30040	70	7	training	training	NOUN
fbem-30040	70	8	and	and	CCONJ
fbem-30040	70	9	development	development	NOUN
fbem-30040	70	10	programs	program	NOUN
fbem-30040	70	11	to	to	PART
fbem-30040	70	12	equip	equip	VERB
fbem-30040	70	13	hr	hr	NOUN
fbem-30040	70	14	professionals	professional	NOUN
fbem-30040	70	15	with	with	ADP
fbem-30040	70	16	the	the	DET
fbem-30040	70	17	skills	skill	NOUN
fbem-30040	70	18	and	and	CCONJ
fbem-30040	70	19	knowledge	knowledge	NOUN
fbem-30040	70	20	needed	need	VERB
fbem-30040	70	21	to	to	PART
fbem-30040	70	22	effectively	effectively	ADV
fbem-30040	70	23	manage	manage	VERB
fbem-30040	70	24	ai	ai	ADJ
fbem-30040	70	25	-	-	PUNCT
fbem-30040	70	26	powered	power	VERB
fbem-30040	70	27	systems	system	NOUN
fbem-30040	70	28	and	and	CCONJ
fbem-30040	70	29	address	address	VERB
fbem-30040	70	30	the	the	DET
fbem-30040	70	31	ethical	ethical	ADJ
fbem-30040	70	32	considerations	consideration	NOUN
fbem-30040	70	33	associated	associate	VERB
fbem-30040	70	34	with	with	ADP
fbem-30040	70	35	their	their	PRON
fbem-30040	70	36	use	use	NOUN
fbem-30040	70	37	(	(	PUNCT
fbem-30040	70	38	noe	noe	INTJ
fbem-30040	70	39	et	et	PROPN
fbem-30040	70	40	al	al	PROPN
fbem-30040	70	41	.	.	PROPN
fbem-30040	70	42	,	,	PUNCT
fbem-30040	70	43	2017	2017	NUM
fbem-30040	70	44	)	)	PUNCT
fbem-30040	70	45	.	.	PUNCT
fbem-30040	71	1	by	by	ADP
fbem-30040	71	2	carefully	carefully	ADV
fbem-30040	71	3	navigating	navigate	VERB
fbem-30040	71	4	the	the	DET
fbem-30040	71	5	benefits	benefit	NOUN
fbem-30040	71	6	and	and	CCONJ
fbem-30040	71	7	challenges	challenge	NOUN
fbem-30040	71	8	of	of	ADP
fbem-30040	71	9	ai	ai	ADJ
fbem-30040	71	10	implementation	implementation	NOUN
fbem-30040	71	11	,	,	PUNCT
fbem-30040	71	12	organizations	organization	NOUN
fbem-30040	71	13	can	can	AUX
fbem-30040	71	14	harness	harness	VERB
fbem-30040	71	15	the	the	DET
fbem-30040	71	16	power	power	NOUN
fbem-30040	71	17	of	of	ADP
fbem-30040	71	18	ai	ai	VERB
fbem-30040	71	19	to	to	PART
fbem-30040	71	20	enhance	enhance	VERB
fbem-30040	71	21	hr	hr	NOUN
fbem-30040	71	22	practices	practice	NOUN
fbem-30040	71	23	while	while	SCONJ
fbem-30040	71	24	upholding	uphold	VERB
fbem-30040	71	25	ethical	ethical	ADJ
fbem-30040	71	26	principles	principle	NOUN
fbem-30040	71	27	and	and	CCONJ
fbem-30040	71	28	ensuring	ensure	VERB
fbem-30040	71	29	a	a	DET
fbem-30040	71	30	positive	positive	ADJ
fbem-30040	71	31	impact	impact	NOUN
fbem-30040	71	32	on	on	ADP
fbem-30040	71	33	employees	employee	NOUN
fbem-30040	71	34	and	and	CCONJ
fbem-30040	71	35	the	the	DET
fbem-30040	71	36	workplace	workplace	NOUN
fbem-30040	71	37	.	.	PUNCT
fbem-30040	72	1	31	31	NUM
fbem-30040	72	2	3	3	NUM
fbem-30040	72	3	.	.	PUNCT
fbem-30040	72	4	framework	framework	NOUN
fbem-30040	72	5	for	for	ADP
fbem-30040	72	6	ethical	ethical	ADJ
fbem-30040	72	7	and	and	CCONJ
fbem-30040	72	8	responsible	responsible	ADJ
fbem-30040	72	9	ai	ai	PROPN
fbem-30040	72	10	deployment	deployment	NOUN
fbem-30040	72	11	in	in	ADP
fbem-30040	72	12	hrm	hrm	PROPN
fbem-30040	72	13	3.1	3.1	NUM
fbem-30040	72	14	.	.	PUNCT
fbem-30040	73	1	ethical	ethical	ADJ
fbem-30040	73	2	considerations	consideration	NOUN
fbem-30040	73	3	in	in	ADP
fbem-30040	73	4	ai	ai	NOUN
fbem-30040	73	5	for	for	ADP
fbem-30040	73	6	hrm	hrm	PROPN
fbem-30040	73	7	building	building	NOUN
fbem-30040	73	8	upon	upon	SCONJ
fbem-30040	73	9	the	the	DET
fbem-30040	73	10	previous	previous	ADJ
fbem-30040	73	11	discussion	discussion	NOUN
fbem-30040	73	12	of	of	ADP
fbem-30040	73	13	ai	ai	PROPN
fbem-30040	73	14	's	's	PART
fbem-30040	73	15	potential	potential	NOUN
fbem-30040	73	16	in	in	ADP
fbem-30040	73	17	hrm	hrm	PROPN
fbem-30040	73	18	,	,	PUNCT
fbem-30040	73	19	it	it	PRON
fbem-30040	73	20	is	be	AUX
fbem-30040	73	21	imperative	imperative	ADJ
fbem-30040	73	22	to	to	PART
fbem-30040	73	23	acknowledge	acknowledge	VERB
fbem-30040	73	24	the	the	DET
fbem-30040	73	25	ethical	ethical	ADJ
fbem-30040	73	26	considerations	consideration	NOUN
fbem-30040	73	27	that	that	PRON
fbem-30040	73	28	arise	arise	VERB
fbem-30040	73	29	from	from	ADP
fbem-30040	73	30	its	its	PRON
fbem-30040	73	31	implementation	implementation	NOUN
fbem-30040	73	32	.	.	PUNCT
fbem-30040	74	1	this	this	DET
fbem-30040	74	2	section	section	NOUN
fbem-30040	74	3	delves	delve	VERB
fbem-30040	74	4	into	into	ADP
fbem-30040	74	5	the	the	DET
fbem-30040	74	6	ethical	ethical	ADJ
fbem-30040	74	7	implications	implication	NOUN
fbem-30040	74	8	of	of	ADP
fbem-30040	74	9	ai	ai	NOUN
fbem-30040	74	10	in	in	ADP
fbem-30040	74	11	hrm	hrm	PROPN
fbem-30040	74	12	,	,	PUNCT
fbem-30040	74	13	focusing	focus	VERB
fbem-30040	74	14	on	on	ADP
fbem-30040	74	15	issues	issue	NOUN
fbem-30040	74	16	such	such	ADJ
fbem-30040	74	17	as	as	ADP
fbem-30040	74	18	bias	bias	NOUN
fbem-30040	74	19	,	,	PUNCT
fbem-30040	74	20	privacy	privacy	NOUN
fbem-30040	74	21	,	,	PUNCT
fbem-30040	74	22	job	job	NOUN
fbem-30040	74	23	displacement	displacement	NOUN
fbem-30040	74	24	,	,	PUNCT
fbem-30040	74	25	and	and	CCONJ
fbem-30040	74	26	transparency	transparency	NOUN
fbem-30040	74	27	.	.	PUNCT
fbem-30040	75	1	the	the	DET
fbem-30040	75	2	use	use	NOUN
fbem-30040	75	3	of	of	ADP
fbem-30040	75	4	ai	ai	NOUN
fbem-30040	75	5	in	in	ADP
fbem-30040	75	6	hrm	hrm	PROPN
fbem-30040	75	7	raises	raise	VERB
fbem-30040	75	8	significant	significant	ADJ
fbem-30040	75	9	concerns	concern	NOUN
fbem-30040	75	10	about	about	ADP
fbem-30040	75	11	bias	bias	NOUN
fbem-30040	75	12	,	,	PUNCT
fbem-30040	75	13	as	as	SCONJ
fbem-30040	75	14	algorithms	algorithm	NOUN
fbem-30040	75	15	can	can	AUX
fbem-30040	75	16	perpetuate	perpetuate	VERB
fbem-30040	75	17	and	and	CCONJ
fbem-30040	75	18	even	even	ADV
fbem-30040	75	19	amplify	amplify	VERB
fbem-30040	75	20	existing	exist	VERB
fbem-30040	75	21	societal	societal	ADJ
fbem-30040	75	22	biases	bias	NOUN
fbem-30040	75	23	(	(	PUNCT
fbem-30040	75	24	bostrom	bostrom	PROPN
fbem-30040	75	25	,	,	PUNCT
fbem-30040	75	26	2014	2014	NUM
fbem-30040	75	27	)	)	PUNCT
fbem-30040	75	28	.	.	PUNCT
fbem-30040	76	1	for	for	ADP
fbem-30040	76	2	instance	instance	NOUN
fbem-30040	76	3	,	,	PUNCT
fbem-30040	76	4	ai	ai	ADJ
fbem-30040	76	5	-	-	PUNCT
fbem-30040	76	6	powered	power	VERB
fbem-30040	76	7	recruitment	recruitment	NOUN
fbem-30040	76	8	tools	tool	NOUN
fbem-30040	76	9	may	may	AUX
fbem-30040	76	10	inadvertently	inadvertently	ADV
fbem-30040	76	11	discriminate	discriminate	VERB
fbem-30040	76	12	against	against	ADP
fbem-30040	76	13	certain	certain	ADJ
fbem-30040	76	14	demographics	demographic	NOUN
fbem-30040	76	15	if	if	SCONJ
fbem-30040	76	16	the	the	DET
fbem-30040	76	17	training	training	NOUN
fbem-30040	76	18	data	datum	NOUN
fbem-30040	76	19	reflects	reflect	VERB
fbem-30040	76	20	historical	historical	ADJ
fbem-30040	76	21	biases	bias	NOUN
fbem-30040	76	22	in	in	ADP
fbem-30040	76	23	hiring	hire	VERB
fbem-30040	76	24	practices	practice	NOUN
fbem-30040	76	25	(	(	PUNCT
fbem-30040	76	26	ruch	ruch	PROPN
fbem-30040	76	27	et	et	PROPN
fbem-30040	76	28	al	al	PROPN
fbem-30040	76	29	.	.	PROPN
fbem-30040	76	30	,	,	PUNCT
fbem-30040	76	31	2019	2019	NUM
fbem-30040	76	32	)	)	PUNCT
fbem-30040	76	33	.	.	PUNCT
fbem-30040	77	1	moreover	moreover	ADV
fbem-30040	77	2	,	,	PUNCT
fbem-30040	77	3	the	the	DET
fbem-30040	77	4	use	use	NOUN
fbem-30040	77	5	of	of	ADP
fbem-30040	77	6	ai	ai	NOUN
fbem-30040	77	7	in	in	ADP
fbem-30040	77	8	performance	performance	NOUN
fbem-30040	77	9	management	management	NOUN
fbem-30040	77	10	systems	system	NOUN
fbem-30040	77	11	can	can	AUX
fbem-30040	77	12	lead	lead	VERB
fbem-30040	77	13	to	to	ADP
fbem-30040	77	14	unfair	unfair	ADJ
fbem-30040	77	15	evaluations	evaluation	NOUN
fbem-30040	77	16	if	if	SCONJ
fbem-30040	77	17	the	the	DET
fbem-30040	77	18	algorithms	algorithm	NOUN
fbem-30040	77	19	are	be	AUX
fbem-30040	77	20	not	not	PART
fbem-30040	77	21	carefully	carefully	ADV
fbem-30040	77	22	designed	design	VERB
fbem-30040	77	23	and	and	CCONJ
fbem-30040	77	24	validated	validated	ADJ
fbem-30040	77	25	(	(	PUNCT
fbem-30040	77	26	castelvecchi	castelvecchi	NOUN
fbem-30040	77	27	,	,	PUNCT
fbem-30040	77	28	2018	2018	NUM
fbem-30040	77	29	)	)	PUNCT
fbem-30040	77	30	.	.	PUNCT
fbem-30040	78	1	addressing	address	VERB
fbem-30040	78	2	these	these	DET
fbem-30040	78	3	biases	bias	NOUN
fbem-30040	78	4	requires	require	VERB
fbem-30040	78	5	rigorous	rigorous	ADJ
fbem-30040	78	6	testing	testing	NOUN
fbem-30040	78	7	,	,	PUNCT
fbem-30040	78	8	transparent	transparent	ADJ
fbem-30040	78	9	algorithms	algorithm	NOUN
fbem-30040	78	10	,	,	PUNCT
fbem-30040	78	11	and	and	CCONJ
fbem-30040	78	12	ongoing	ongoing	ADJ
fbem-30040	78	13	monitoring	monitoring	NOUN
fbem-30040	78	14	to	to	PART
fbem-30040	78	15	ensure	ensure	VERB
fbem-30040	78	16	fairness	fairness	NOUN
fbem-30040	78	17	and	and	CCONJ
fbem-30040	78	18	equity	equity	NOUN
fbem-30040	78	19	in	in	ADP
fbem-30040	78	20	hrm	hrm	PROPN
fbem-30040	78	21	practices	practice	NOUN
fbem-30040	78	22	.	.	PUNCT
fbem-30040	79	1	privacy	privacy	NOUN
fbem-30040	79	2	is	be	AUX
fbem-30040	79	3	another	another	DET
fbem-30040	79	4	crucial	crucial	ADJ
fbem-30040	79	5	ethical	ethical	ADJ
fbem-30040	79	6	consideration	consideration	NOUN
fbem-30040	79	7	.	.	PUNCT
fbem-30040	80	1	ai	ai	AUX
fbem-30040	80	2	systems	system	NOUN
fbem-30040	80	3	often	often	ADV
fbem-30040	80	4	collect	collect	VERB
fbem-30040	80	5	and	and	CCONJ
fbem-30040	80	6	analyze	analyze	VERB
fbem-30040	80	7	vast	vast	ADJ
fbem-30040	80	8	amounts	amount	NOUN
fbem-30040	80	9	of	of	ADP
fbem-30040	80	10	personal	personal	ADJ
fbem-30040	80	11	data	datum	NOUN
fbem-30040	80	12	,	,	PUNCT
fbem-30040	80	13	raising	raise	VERB
fbem-30040	80	14	concerns	concern	NOUN
fbem-30040	80	15	about	about	ADP
fbem-30040	80	16	data	datum	NOUN
fbem-30040	80	17	security	security	NOUN
fbem-30040	80	18	and	and	CCONJ
fbem-30040	80	19	individual	individual	ADJ
fbem-30040	80	20	privacy	privacy	NOUN
fbem-30040	80	21	(	(	PUNCT
fbem-30040	80	22	solove	solove	ADJ
fbem-30040	80	23	,	,	PUNCT
fbem-30040	80	24	2013	2013	NUM
fbem-30040	80	25	)	)	PUNCT
fbem-30040	80	26	.	.	PUNCT
fbem-30040	81	1	for	for	ADP
fbem-30040	81	2	example	example	NOUN
fbem-30040	81	3	,	,	PUNCT
fbem-30040	81	4	ai	ai	ADJ
fbem-30040	81	5	-	-	PUNCT
fbem-30040	81	6	powered	power	VERB
fbem-30040	81	7	performance	performance	NOUN
fbem-30040	81	8	monitoring	monitoring	NOUN
fbem-30040	81	9	tools	tool	NOUN
fbem-30040	81	10	may	may	AUX
fbem-30040	81	11	collect	collect	VERB
fbem-30040	81	12	sensitive	sensitive	ADJ
fbem-30040	81	13	information	information	NOUN
fbem-30040	81	14	about	about	ADP
fbem-30040	81	15	employee	employee	NOUN
fbem-30040	81	16	behavior	behavior	NOUN
fbem-30040	81	17	,	,	PUNCT
fbem-30040	81	18	raising	raise	VERB
fbem-30040	81	19	questions	question	NOUN
fbem-30040	81	20	about	about	ADP
fbem-30040	81	21	consent	consent	NOUN
fbem-30040	81	22	and	and	CCONJ
fbem-30040	81	23	the	the	DET
fbem-30040	81	24	potential	potential	NOUN
fbem-30040	81	25	for	for	ADP
fbem-30040	81	26	misuse	misuse	NOUN
fbem-30040	81	27	.	.	PUNCT
fbem-30040	82	1	to	to	PART
fbem-30040	82	2	mitigate	mitigate	VERB
fbem-30040	82	3	these	these	DET
fbem-30040	82	4	risks	risk	NOUN
fbem-30040	82	5	,	,	PUNCT
fbem-30040	82	6	organizations	organization	NOUN
fbem-30040	82	7	must	must	AUX
fbem-30040	82	8	implement	implement	VERB
fbem-30040	82	9	robust	robust	ADJ
fbem-30040	82	10	data	datum	NOUN
fbem-30040	82	11	protection	protection	NOUN
fbem-30040	82	12	measures	measure	NOUN
fbem-30040	82	13	,	,	PUNCT
fbem-30040	82	14	obtain	obtain	VERB
fbem-30040	82	15	informed	informed	ADJ
fbem-30040	82	16	consent	consent	NOUN
fbem-30040	82	17	from	from	ADP
fbem-30040	82	18	employees	employee	NOUN
fbem-30040	82	19	,	,	PUNCT
fbem-30040	82	20	and	and	CCONJ
fbem-30040	82	21	ensure	ensure	VERB
fbem-30040	82	22	that	that	SCONJ
fbem-30040	82	23	data	datum	NOUN
fbem-30040	82	24	is	be	AUX
fbem-30040	82	25	used	use	VERB
fbem-30040	82	26	ethically	ethically	ADV
fbem-30040	82	27	and	and	CCONJ
fbem-30040	82	28	responsibly	responsibly	ADV
fbem-30040	82	29	(	(	PUNCT
fbem-30040	82	30	mittelstadt	mittelstadt	NOUN
fbem-30040	82	31	et	et	PROPN
fbem-30040	82	32	al	al	PROPN
fbem-30040	82	33	.	.	PROPN
fbem-30040	82	34	,	,	PUNCT
fbem-30040	82	35	2019	2019	NUM
fbem-30040	82	36	)	)	PUNCT
fbem-30040	82	37	.	.	PUNCT
fbem-30040	83	1	the	the	DET
fbem-30040	83	2	potential	potential	NOUN
fbem-30040	83	3	for	for	ADP
fbem-30040	83	4	job	job	NOUN
fbem-30040	83	5	displacement	displacement	NOUN
fbem-30040	83	6	is	be	AUX
fbem-30040	83	7	a	a	DET
fbem-30040	83	8	significant	significant	ADJ
fbem-30040	83	9	concern	concern	NOUN
fbem-30040	83	10	associated	associate	VERB
fbem-30040	83	11	with	with	ADP
fbem-30040	83	12	ai	ai	PROPN
fbem-30040	83	13	in	in	ADP
fbem-30040	83	14	hrm	hrm	PROPN
fbem-30040	83	15	.	.	PUNCT
fbem-30040	84	1	as	as	SCONJ
fbem-30040	84	2	ai	ai	PROPN
fbem-30040	84	3	systems	system	NOUN
fbem-30040	84	4	become	become	VERB
fbem-30040	84	5	more	more	ADV
fbem-30040	84	6	sophisticated	sophisticated	ADJ
fbem-30040	84	7	,	,	PUNCT
fbem-30040	84	8	they	they	PRON
fbem-30040	84	9	can	can	AUX
fbem-30040	84	10	automate	automate	VERB
fbem-30040	84	11	tasks	task	NOUN
fbem-30040	84	12	previously	previously	ADV
fbem-30040	84	13	performed	perform	VERB
fbem-30040	84	14	by	by	ADP
fbem-30040	84	15	humans	human	NOUN
fbem-30040	84	16	,	,	PUNCT
fbem-30040	84	17	leading	lead	VERB
fbem-30040	84	18	to	to	ADP
fbem-30040	84	19	job	job	NOUN
fbem-30040	84	20	losses	loss	NOUN
fbem-30040	84	21	in	in	ADP
fbem-30040	84	22	certain	certain	ADJ
fbem-30040	84	23	areas	area	NOUN
fbem-30040	84	24	(	(	PUNCT
fbem-30040	84	25	frey	frey	PROPN
fbem-30040	84	26	&	&	CCONJ
fbem-30040	84	27	osborne	osborne	PROPN
fbem-30040	84	28	,	,	PUNCT
fbem-30040	84	29	2017	2017	NUM
fbem-30040	84	30	)	)	PUNCT
fbem-30040	84	31	.	.	PUNCT
fbem-30040	85	1	while	while	SCONJ
fbem-30040	85	2	ai	ai	NOUN
fbem-30040	85	3	can	can	AUX
fbem-30040	85	4	create	create	VERB
fbem-30040	85	5	new	new	ADJ
fbem-30040	85	6	opportunities	opportunity	NOUN
fbem-30040	85	7	in	in	ADP
fbem-30040	85	8	other	other	ADJ
fbem-30040	85	9	areas	area	NOUN
fbem-30040	85	10	,	,	PUNCT
fbem-30040	85	11	it	it	PRON
fbem-30040	85	12	is	be	AUX
fbem-30040	85	13	essential	essential	ADJ
fbem-30040	85	14	to	to	PART
fbem-30040	85	15	consider	consider	VERB
fbem-30040	85	16	the	the	DET
fbem-30040	85	17	potential	potential	ADJ
fbem-30040	85	18	social	social	ADJ
fbem-30040	85	19	and	and	CCONJ
fbem-30040	85	20	economic	economic	ADJ
fbem-30040	85	21	consequences	consequence	NOUN
fbem-30040	85	22	of	of	ADP
fbem-30040	85	23	job	job	NOUN
fbem-30040	85	24	displacement	displacement	NOUN
fbem-30040	85	25	and	and	CCONJ
fbem-30040	85	26	to	to	PART
fbem-30040	85	27	develop	develop	VERB
fbem-30040	85	28	strategies	strategy	NOUN
fbem-30040	85	29	for	for	ADP
fbem-30040	85	30	retraining	retrain	VERB
fbem-30040	85	31	and	and	CCONJ
fbem-30040	85	32	upskilling	upskille	VERB
fbem-30040	85	33	workers	worker	NOUN
fbem-30040	85	34	to	to	PART
fbem-30040	85	35	adapt	adapt	VERB
fbem-30040	85	36	to	to	ADP
fbem-30040	85	37	the	the	DET
fbem-30040	85	38	changing	change	VERB
fbem-30040	85	39	job	job	NOUN
fbem-30040	85	40	market	market	NOUN
fbem-30040	85	41	.	.	PUNCT
fbem-30040	86	1	transparency	transparency	NOUN
fbem-30040	86	2	is	be	AUX
fbem-30040	86	3	crucial	crucial	ADJ
fbem-30040	86	4	for	for	ADP
fbem-30040	86	5	ethical	ethical	ADJ
fbem-30040	86	6	ai	ai	NOUN
fbem-30040	86	7	implementation	implementation	NOUN
fbem-30040	86	8	in	in	ADP
fbem-30040	86	9	hrm	hrm	PROPN
fbem-30040	86	10	.	.	PUNCT
fbem-30040	87	1	organizations	organization	NOUN
fbem-30040	87	2	must	must	AUX
fbem-30040	87	3	be	be	AUX
fbem-30040	87	4	transparent	transparent	ADJ
fbem-30040	87	5	about	about	ADP
fbem-30040	87	6	how	how	SCONJ
fbem-30040	87	7	ai	ai	AUX
fbem-30040	87	8	systems	system	NOUN
fbem-30040	87	9	are	be	AUX
fbem-30040	87	10	used	use	VERB
fbem-30040	87	11	,	,	PUNCT
fbem-30040	87	12	the	the	DET
fbem-30040	87	13	data	datum	NOUN
fbem-30040	87	14	they	they	PRON
fbem-30040	87	15	collect	collect	VERB
fbem-30040	87	16	,	,	PUNCT
fbem-30040	87	17	and	and	CCONJ
fbem-30040	87	18	the	the	DET
fbem-30040	87	19	decisionmaking	decisionmake	VERB
fbem-30040	87	20	processes	process	NOUN
fbem-30040	87	21	they	they	PRON
fbem-30040	87	22	employ	employ	VERB
fbem-30040	87	23	(	(	PUNCT
fbem-30040	87	24	floridi	floridi	PROPN
fbem-30040	87	25	et	et	PROPN
fbem-30040	87	26	al	al	PROPN
fbem-30040	87	27	.	.	PROPN
fbem-30040	87	28	,	,	PUNCT
fbem-30040	87	29	2018	2018	NUM
fbem-30040	87	30	)	)	PUNCT
fbem-30040	87	31	.	.	PUNCT
fbem-30040	88	1	this	this	DET
fbem-30040	88	2	transparency	transparency	NOUN
fbem-30040	88	3	fosters	foster	VERB
fbem-30040	88	4	trust	trust	NOUN
fbem-30040	88	5	and	and	CCONJ
fbem-30040	88	6	accountability	accountability	NOUN
fbem-30040	88	7	,	,	PUNCT
fbem-30040	88	8	allowing	allow	VERB
fbem-30040	88	9	employees	employee	NOUN
fbem-30040	88	10	to	to	PART
fbem-30040	88	11	understand	understand	VERB
fbem-30040	88	12	how	how	SCONJ
fbem-30040	88	13	ai	ai	VERB
fbem-30040	88	14	is	be	AUX
fbem-30040	88	15	impacting	impact	VERB
fbem-30040	88	16	their	their	PRON
fbem-30040	88	17	work	work	NOUN
fbem-30040	88	18	and	and	CCONJ
fbem-30040	88	19	ensuring	ensure	VERB
fbem-30040	88	20	that	that	SCONJ
fbem-30040	88	21	decisions	decision	NOUN
fbem-30040	88	22	are	be	AUX
fbem-30040	88	23	made	make	VERB
fbem-30040	88	24	fairly	fairly	ADV
fbem-30040	88	25	and	and	CCONJ
fbem-30040	88	26	ethically	ethically	ADV
fbem-30040	88	27	.	.	PUNCT
fbem-30040	89	1	organizations	organization	NOUN
fbem-30040	89	2	should	should	AUX
fbem-30040	89	3	strive	strive	VERB
fbem-30040	89	4	to	to	PART
fbem-30040	89	5	make	make	VERB
fbem-30040	89	6	ai	ai	VERB
fbem-30040	89	7	systems	system	NOUN
fbem-30040	89	8	explainable	explainable	ADJ
fbem-30040	89	9	and	and	CCONJ
fbem-30040	89	10	interpretable	interpretable	ADJ
fbem-30040	89	11	,	,	PUNCT
fbem-30040	89	12	allowing	allow	VERB
fbem-30040	89	13	stakeholders	stakeholder	NOUN
fbem-30040	89	14	to	to	PART
fbem-30040	89	15	understand	understand	VERB
fbem-30040	89	16	the	the	DET
fbem-30040	89	17	reasoning	reasoning	NOUN
fbem-30040	89	18	behind	behind	ADP
fbem-30040	89	19	ai	ai	ADJ
fbem-30040	89	20	-	-	PUNCT
fbem-30040	89	21	driven	drive	VERB
fbem-30040	89	22	decisions	decision	NOUN
fbem-30040	89	23	(	(	PUNCT
fbem-30040	89	24	doshi	doshi	PROPN
fbem-30040	89	25	-	-	PUNCT
fbem-30040	89	26	velez	velez	PROPN
fbem-30040	89	27	&	&	CCONJ
fbem-30040	89	28	kim	kim	PROPN
fbem-30040	89	29	,	,	PUNCT
fbem-30040	89	30	2017	2017	NUM
fbem-30040	89	31	)	)	PUNCT
fbem-30040	89	32	.	.	PUNCT
fbem-30040	90	1	in	in	ADP
fbem-30040	90	2	conclusion	conclusion	NOUN
fbem-30040	90	3	,	,	PUNCT
fbem-30040	90	4	the	the	DET
fbem-30040	90	5	ethical	ethical	ADJ
fbem-30040	90	6	implications	implication	NOUN
fbem-30040	90	7	of	of	ADP
fbem-30040	90	8	ai	ai	NOUN
fbem-30040	90	9	in	in	ADP
fbem-30040	90	10	hrm	hrm	PROPN
fbem-30040	90	11	are	be	AUX
fbem-30040	90	12	complex	complex	ADJ
fbem-30040	90	13	and	and	CCONJ
fbem-30040	90	14	multifaceted	multifaceted	ADJ
fbem-30040	90	15	.	.	PUNCT
fbem-30040	91	1	addressing	address	VERB
fbem-30040	91	2	concerns	concern	NOUN
fbem-30040	91	3	about	about	ADP
fbem-30040	91	4	bias	bias	NOUN
fbem-30040	91	5	,	,	PUNCT
fbem-30040	91	6	privacy	privacy	NOUN
fbem-30040	91	7	,	,	PUNCT
fbem-30040	91	8	job	job	NOUN
fbem-30040	91	9	displacement	displacement	NOUN
fbem-30040	91	10	,	,	PUNCT
fbem-30040	91	11	and	and	CCONJ
fbem-30040	91	12	transparency	transparency	NOUN
fbem-30040	91	13	is	be	AUX
fbem-30040	91	14	essential	essential	ADJ
fbem-30040	91	15	for	for	ADP
fbem-30040	91	16	ensuring	ensure	VERB
fbem-30040	91	17	the	the	DET
fbem-30040	91	18	ethical	ethical	ADJ
fbem-30040	91	19	and	and	CCONJ
fbem-30040	91	20	responsible	responsible	ADJ
fbem-30040	91	21	deployment	deployment	NOUN
fbem-30040	91	22	of	of	ADP
fbem-30040	91	23	ai	ai	NOUN
fbem-30040	91	24	in	in	ADP
fbem-30040	91	25	hrm	hrm	PROPN
fbem-30040	91	26	practices	practice	NOUN
fbem-30040	91	27	.	.	PUNCT
fbem-30040	92	1	by	by	ADP
fbem-30040	92	2	embracing	embrace	VERB
fbem-30040	92	3	transparency	transparency	NOUN
fbem-30040	92	4	,	,	PUNCT
fbem-30040	92	5	fairness	fairness	NOUN
fbem-30040	92	6	,	,	PUNCT
fbem-30040	92	7	and	and	CCONJ
fbem-30040	92	8	accountability	accountability	NOUN
fbem-30040	92	9	,	,	PUNCT
fbem-30040	92	10	organizations	organization	NOUN
fbem-30040	92	11	can	can	AUX
fbem-30040	92	12	harness	harness	VERB
fbem-30040	92	13	the	the	DET
fbem-30040	92	14	power	power	NOUN
fbem-30040	92	15	of	of	ADP
fbem-30040	92	16	ai	ai	VERB
fbem-30040	92	17	to	to	PART
fbem-30040	92	18	improve	improve	VERB
fbem-30040	92	19	hrm	hrm	PROPN
fbem-30040	92	20	practices	practice	NOUN
fbem-30040	92	21	while	while	SCONJ
fbem-30040	92	22	upholding	uphold	VERB
fbem-30040	92	23	ethical	ethical	ADJ
fbem-30040	92	24	principles	principle	NOUN
fbem-30040	92	25	and	and	CCONJ
fbem-30040	92	26	promoting	promote	VERB
fbem-30040	92	27	a	a	DET
fbem-30040	92	28	more	more	ADV
fbem-30040	92	29	equitable	equitable	ADJ
fbem-30040	92	30	and	and	CCONJ
fbem-30040	92	31	sustainable	sustainable	ADJ
fbem-30040	92	32	workplace	workplace	NOUN
fbem-30040	92	33	.	.	PUNCT
fbem-30040	93	1	3.2	3.2	NUM
fbem-30040	93	2	.	.	PUNCT
fbem-30040	93	3	principles	principle	NOUN
fbem-30040	93	4	for	for	ADP
fbem-30040	93	5	ethical	ethical	ADJ
fbem-30040	93	6	ai	ai	PROPN
fbem-30040	93	7	implementation	implementation	NOUN
fbem-30040	93	8	building	build	VERB
fbem-30040	93	9	upon	upon	SCONJ
fbem-30040	93	10	the	the	DET
fbem-30040	93	11	ethical	ethical	ADJ
fbem-30040	93	12	considerations	consideration	NOUN
fbem-30040	93	13	outlined	outline	VERB
fbem-30040	93	14	in	in	ADP
fbem-30040	93	15	the	the	DET
fbem-30040	93	16	previous	previous	ADJ
fbem-30040	93	17	section	section	NOUN
fbem-30040	93	18	,	,	PUNCT
fbem-30040	93	19	this	this	DET
fbem-30040	93	20	subsection	subsection	NOUN
fbem-30040	93	21	proposes	propose	VERB
fbem-30040	93	22	a	a	DET
fbem-30040	93	23	set	set	NOUN
fbem-30040	93	24	of	of	ADP
fbem-30040	93	25	principles	principle	NOUN
fbem-30040	93	26	for	for	ADP
fbem-30040	93	27	ethical	ethical	ADJ
fbem-30040	93	28	ai	ai	NOUN
fbem-30040	93	29	implementation	implementation	NOUN
fbem-30040	93	30	in	in	ADP
fbem-30040	93	31	hrm	hrm	PROPN
fbem-30040	93	32	.	.	PUNCT
fbem-30040	94	1	these	these	DET
fbem-30040	94	2	principles	principle	NOUN
fbem-30040	94	3	are	be	AUX
fbem-30040	94	4	derived	derive	VERB
fbem-30040	94	5	from	from	ADP
fbem-30040	94	6	existing	exist	VERB
fbem-30040	94	7	ethical	ethical	ADJ
fbem-30040	94	8	frameworks	framework	NOUN
fbem-30040	94	9	and	and	CCONJ
fbem-30040	94	10	best	good	ADJ
fbem-30040	94	11	practices	practice	NOUN
fbem-30040	94	12	in	in	ADP
fbem-30040	94	13	ai	ai	PROPN
fbem-30040	94	14	development	development	NOUN
fbem-30040	94	15	and	and	CCONJ
fbem-30040	94	16	deployment	deployment	NOUN
fbem-30040	94	17	,	,	PUNCT
fbem-30040	94	18	tailored	tailor	VERB
fbem-30040	94	19	to	to	ADP
fbem-30040	94	20	the	the	DET
fbem-30040	94	21	specific	specific	ADJ
fbem-30040	94	22	context	context	NOUN
fbem-30040	94	23	of	of	ADP
fbem-30040	94	24	hrm	hrm	PROPN
fbem-30040	94	25	.	.	PUNCT
fbem-30040	95	1	first	first	ADV
fbem-30040	95	2	,	,	PUNCT
fbem-30040	95	3	ai	ai	AUX
fbem-30040	95	4	systems	system	NOUN
fbem-30040	95	5	used	use	VERB
fbem-30040	95	6	in	in	ADP
fbem-30040	95	7	hrm	hrm	PROPN
fbem-30040	95	8	should	should	AUX
fbem-30040	95	9	be	be	AUX
fbem-30040	95	10	designed	design	VERB
fbem-30040	95	11	and	and	CCONJ
fbem-30040	95	12	implemented	implement	VERB
fbem-30040	95	13	with	with	ADP
fbem-30040	95	14	fairness	fairness	NOUN
fbem-30040	95	15	and	and	CCONJ
fbem-30040	95	16	non	non	ADJ
fbem-30040	95	17	-	-	NOUN
fbem-30040	95	18	discrimination	discrimination	NOUN
fbem-30040	95	19	as	as	ADP
fbem-30040	95	20	core	core	NOUN
fbem-30040	95	21	principles	principle	NOUN
fbem-30040	95	22	.	.	PUNCT
fbem-30040	96	1	this	this	PRON
fbem-30040	96	2	requires	require	VERB
fbem-30040	96	3	addressing	address	VERB
fbem-30040	96	4	potential	potential	ADJ
fbem-30040	96	5	biases	bias	NOUN
fbem-30040	96	6	inherent	inherent	ADJ
fbem-30040	96	7	in	in	ADP
fbem-30040	96	8	training	training	NOUN
fbem-30040	96	9	data	datum	NOUN
fbem-30040	96	10	and	and	CCONJ
fbem-30040	96	11	algorithms	algorithm	NOUN
fbem-30040	96	12	,	,	PUNCT
fbem-30040	96	13	ensuring	ensure	VERB
fbem-30040	96	14	that	that	SCONJ
fbem-30040	96	15	ai	ai	NOUN
fbem-30040	96	16	decisions	decision	NOUN
fbem-30040	96	17	are	be	AUX
fbem-30040	96	18	not	not	PART
fbem-30040	96	19	based	base	VERB
fbem-30040	96	20	on	on	ADP
fbem-30040	96	21	protected	protect	VERB
fbem-30040	96	22	characteristics	characteristic	NOUN
fbem-30040	96	23	such	such	ADJ
fbem-30040	96	24	as	as	ADP
fbem-30040	96	25	race	race	NOUN
fbem-30040	96	26	,	,	PUNCT
fbem-30040	96	27	gender	gender	NOUN
fbem-30040	96	28	,	,	PUNCT
fbem-30040	96	29	or	or	CCONJ
fbem-30040	96	30	age	age	NOUN
fbem-30040	96	31	(	(	PUNCT
fbem-30040	96	32	bounie	bounie	INTJ
fbem-30040	96	33	et	et	PROPN
fbem-30040	96	34	al	al	PROPN
fbem-30040	96	35	.	.	PROPN
fbem-30040	96	36	,	,	PUNCT
fbem-30040	96	37	2021	2021	NUM
fbem-30040	96	38	)	)	PUNCT
fbem-30040	96	39	.	.	PUNCT
fbem-30040	97	1	transparency	transparency	NOUN
fbem-30040	97	2	and	and	CCONJ
fbem-30040	97	3	explainability	explainability	NOUN
fbem-30040	97	4	are	be	AUX
fbem-30040	97	5	also	also	ADV
fbem-30040	97	6	crucial	crucial	ADJ
fbem-30040	97	7	for	for	ADP
fbem-30040	97	8	ethical	ethical	ADJ
fbem-30040	97	9	ai	ai	NOUN
fbem-30040	97	10	implementation	implementation	NOUN
fbem-30040	97	11	.	.	PUNCT
fbem-30040	98	1	organizations	organization	NOUN
fbem-30040	98	2	should	should	AUX
fbem-30040	98	3	be	be	AUX
fbem-30040	98	4	able	able	ADJ
fbem-30040	98	5	to	to	PART
fbem-30040	98	6	explain	explain	VERB
fbem-30040	98	7	how	how	SCONJ
fbem-30040	98	8	ai	ai	VERB
fbem-30040	98	9	systems	system	NOUN
fbem-30040	98	10	arrive	arrive	VERB
fbem-30040	98	11	at	at	ADP
fbem-30040	98	12	their	their	PRON
fbem-30040	98	13	decisions	decision	NOUN
fbem-30040	98	14	,	,	PUNCT
fbem-30040	98	15	enabling	enable	VERB
fbem-30040	98	16	stakeholders	stakeholder	NOUN
fbem-30040	98	17	to	to	PART
fbem-30040	98	18	understand	understand	VERB
fbem-30040	98	19	the	the	DET
fbem-30040	98	20	reasoning	reasoning	NOUN
fbem-30040	98	21	behind	behind	ADP
fbem-30040	98	22	ai	ai	ADJ
fbem-30040	98	23	-	-	PUNCT
fbem-30040	98	24	driven	drive	VERB
fbem-30040	98	25	actions	action	NOUN
fbem-30040	98	26	and	and	CCONJ
fbem-30040	98	27	identify	identify	VERB
fbem-30040	98	28	potential	potential	ADJ
fbem-30040	98	29	biases	bias	NOUN
fbem-30040	98	30	or	or	CCONJ
fbem-30040	98	31	errors	error	NOUN
fbem-30040	98	32	(	(	PUNCT
fbem-30040	98	33	mittelstadt	mittelstadt	NOUN
fbem-30040	98	34	et	et	PROPN
fbem-30040	98	35	al	al	PROPN
fbem-30040	98	36	.	.	PROPN
fbem-30040	98	37	,	,	PUNCT
fbem-30040	98	38	2019	2019	NUM
fbem-30040	98	39	)	)	PUNCT
fbem-30040	98	40	.	.	PUNCT
fbem-30040	99	1	finally	finally	ADV
fbem-30040	99	2	,	,	PUNCT
fbem-30040	99	3	ai	ai	VERB
fbem-30040	99	4	systems	system	NOUN
fbem-30040	99	5	in	in	ADP
fbem-30040	99	6	hrm	hrm	PROPN
fbem-30040	99	7	should	should	AUX
fbem-30040	99	8	prioritize	prioritize	VERB
fbem-30040	99	9	human	human	ADJ
fbem-30040	99	10	agency	agency	NOUN
fbem-30040	99	11	and	and	CCONJ
fbem-30040	99	12	control	control	NOUN
fbem-30040	99	13	.	.	PUNCT
fbem-30040	100	1	employees	employee	NOUN
fbem-30040	100	2	should	should	AUX
fbem-30040	100	3	have	have	VERB
fbem-30040	100	4	the	the	DET
fbem-30040	100	5	right	right	NOUN
fbem-30040	100	6	to	to	PART
fbem-30040	100	7	understand	understand	VERB
fbem-30040	100	8	and	and	CCONJ
fbem-30040	100	9	challenge	challenge	VERB
fbem-30040	100	10	ai	ai	NOUN
fbem-30040	100	11	-	-	PUNCT
fbem-30040	100	12	based	base	VERB
fbem-30040	100	13	decisions	decision	NOUN
fbem-30040	100	14	that	that	PRON
fbem-30040	100	15	affect	affect	VERB
fbem-30040	100	16	them	they	PRON
fbem-30040	100	17	,	,	PUNCT
fbem-30040	100	18	ensuring	ensure	VERB
fbem-30040	100	19	that	that	SCONJ
fbem-30040	100	20	ai	ai	INTJ
fbem-30040	100	21	is	be	AUX
fbem-30040	100	22	used	use	VERB
fbem-30040	100	23	to	to	PART
fbem-30040	100	24	augment	augment	VERB
fbem-30040	100	25	human	human	ADJ
fbem-30040	100	26	capabilities	capability	NOUN
fbem-30040	100	27	rather	rather	ADV
fbem-30040	100	28	than	than	ADP
fbem-30040	100	29	replacing	replace	VERB
fbem-30040	100	30	human	human	ADJ
fbem-30040	100	31	judgment	judgment	NOUN
fbem-30040	100	32	entirely	entirely	ADV
fbem-30040	100	33	(	(	PUNCT
fbem-30040	100	34	floridi	floridi	PROPN
fbem-30040	100	35	&	&	CCONJ
fbem-30040	100	36	cowls	cowl	NOUN
fbem-30040	100	37	,	,	PUNCT
fbem-30040	100	38	2019	2019	NUM
fbem-30040	100	39	)	)	PUNCT
fbem-30040	100	40	.	.	PUNCT
fbem-30040	101	1	3.3	3.3	NUM
fbem-30040	101	2	.	.	PUNCT
fbem-30040	102	1	developing	develop	VERB
fbem-30040	102	2	a	a	DET
fbem-30040	102	3	framework	framework	NOUN
fbem-30040	102	4	for	for	ADP
fbem-30040	102	5	responsible	responsible	ADJ
fbem-30040	102	6	ai	ai	PROPN
fbem-30040	102	7	deployment	deployment	NOUN
fbem-30040	102	8	building	building	NOUN
fbem-30040	102	9	upon	upon	SCONJ
fbem-30040	102	10	the	the	DET
fbem-30040	102	11	ethical	ethical	ADJ
fbem-30040	102	12	principles	principle	NOUN
fbem-30040	102	13	outlined	outline	VERB
fbem-30040	102	14	in	in	ADP
fbem-30040	102	15	the	the	DET
fbem-30040	102	16	previous	previous	ADJ
fbem-30040	102	17	section	section	NOUN
fbem-30040	102	18	,	,	PUNCT
fbem-30040	102	19	a	a	DET
fbem-30040	102	20	comprehensive	comprehensive	ADJ
fbem-30040	102	21	framework	framework	NOUN
fbem-30040	102	22	for	for	ADP
fbem-30040	102	23	responsible	responsible	ADJ
fbem-30040	102	24	ai	ai	PROPN
fbem-30040	102	25	deployment	deployment	NOUN
fbem-30040	102	26	in	in	ADP
fbem-30040	102	27	hrm	hrm	PROPN
fbem-30040	102	28	is	be	AUX
fbem-30040	102	29	crucial	crucial	ADJ
fbem-30040	102	30	to	to	PART
fbem-30040	102	31	mitigate	mitigate	VERB
fbem-30040	102	32	potential	potential	ADJ
fbem-30040	102	33	risks	risk	NOUN
fbem-30040	102	34	and	and	CCONJ
fbem-30040	102	35	maximize	maximize	VERB
fbem-30040	102	36	benefits	benefit	NOUN
fbem-30040	102	37	.	.	PUNCT
fbem-30040	103	1	this	this	DET
fbem-30040	103	2	framework	framework	NOUN
fbem-30040	103	3	should	should	AUX
fbem-30040	103	4	encompass	encompass	VERB
fbem-30040	103	5	three	three	NUM
fbem-30040	103	6	key	key	ADJ
fbem-30040	103	7	pillars	pillar	NOUN
fbem-30040	103	8	:	:	PUNCT
fbem-30040	103	9	ethical	ethical	ADJ
fbem-30040	103	10	guidelines	guideline	NOUN
fbem-30040	103	11	,	,	PUNCT
fbem-30040	103	12	governance	governance	NOUN
fbem-30040	103	13	mechanisms	mechanism	NOUN
fbem-30040	103	14	,	,	PUNCT
fbem-30040	103	15	and	and	CCONJ
fbem-30040	103	16	accountability	accountability	NOUN
fbem-30040	103	17	measures	measure	NOUN
fbem-30040	103	18	.	.	PUNCT
fbem-30040	104	1	first	first	ADV
fbem-30040	104	2	,	,	PUNCT
fbem-30040	104	3	ethical	ethical	ADJ
fbem-30040	104	4	guidelines	guideline	NOUN
fbem-30040	104	5	should	should	AUX
fbem-30040	104	6	serve	serve	VERB
fbem-30040	104	7	as	as	ADP
fbem-30040	104	8	the	the	DET
fbem-30040	104	9	foundation	foundation	NOUN
fbem-30040	104	10	for	for	ADP
fbem-30040	104	11	ai	ai	PROPN
fbem-30040	104	12	development	development	NOUN
fbem-30040	104	13	and	and	CCONJ
fbem-30040	104	14	deployment	deployment	NOUN
fbem-30040	104	15	.	.	PUNCT
fbem-30040	105	1	these	these	DET
fbem-30040	105	2	guidelines	guideline	NOUN
fbem-30040	105	3	should	should	AUX
fbem-30040	105	4	be	be	AUX
fbem-30040	105	5	based	base	VERB
fbem-30040	105	6	on	on	ADP
fbem-30040	105	7	established	establish	VERB
fbem-30040	105	8	ethical	ethical	ADJ
fbem-30040	105	9	principles	principle	NOUN
fbem-30040	105	10	such	such	ADJ
fbem-30040	105	11	as	as	ADP
fbem-30040	105	12	fairness	fairness	NOUN
fbem-30040	105	13	,	,	PUNCT
fbem-30040	105	14	transparency	transparency	NOUN
fbem-30040	105	15	,	,	PUNCT
fbem-30040	105	16	accountability	accountability	NOUN
fbem-30040	105	17	,	,	PUNCT
fbem-30040	105	18	and	and	CCONJ
fbem-30040	105	19	human	human	ADJ
fbem-30040	105	20	agency	agency	NOUN
fbem-30040	105	21	.	.	PUNCT
fbem-30040	106	1	for	for	ADP
fbem-30040	106	2	example	example	NOUN
fbem-30040	106	3	,	,	PUNCT
fbem-30040	106	4	ai	ai	VERB
fbem-30040	106	5	algorithms	algorithm	NOUN
fbem-30040	106	6	should	should	AUX
fbem-30040	106	7	be	be	AUX
fbem-30040	106	8	designed	design	VERB
fbem-30040	106	9	to	to	PART
fbem-30040	106	10	avoid	avoid	VERB
fbem-30040	106	11	bias	bias	NOUN
fbem-30040	106	12	and	and	CCONJ
fbem-30040	106	13	discrimination	discrimination	NOUN
fbem-30040	106	14	,	,	PUNCT
fbem-30040	106	15	and	and	CCONJ
fbem-30040	106	16	their	their	PRON
fbem-30040	106	17	decision	decision	NOUN
fbem-30040	106	18	-	-	PUNCT
fbem-30040	106	19	making	make	VERB
fbem-30040	106	20	processes	process	NOUN
fbem-30040	106	21	should	should	AUX
fbem-30040	106	22	be	be	AUX
fbem-30040	106	23	transparent	transparent	ADJ
fbem-30040	106	24	and	and	CCONJ
fbem-30040	106	25	explainable	explainable	ADJ
fbem-30040	106	26	to	to	PART
fbem-30040	106	27	ensure	ensure	VERB
fbem-30040	106	28	fairness	fairness	NOUN
fbem-30040	106	29	and	and	CCONJ
fbem-30040	106	30	accountability	accountability	NOUN
fbem-30040	106	31	(	(	PUNCT
fbem-30040	106	32	brynjolfsson	brynjolfsson	NOUN
fbem-30040	106	33	&	&	CCONJ
fbem-30040	106	34	mcafee	mcafee	PROPN
fbem-30040	106	35	,	,	PUNCT
fbem-30040	106	36	2017	2017	NUM
fbem-30040	106	37	)	)	PUNCT
fbem-30040	106	38	.	.	PUNCT
fbem-30040	107	1	furthermore	furthermore	ADV
fbem-30040	107	2	,	,	PUNCT
fbem-30040	107	3	human	human	ADJ
fbem-30040	107	4	oversight	oversight	NOUN
fbem-30040	107	5	and	and	CCONJ
fbem-30040	107	6	intervention	intervention	NOUN
fbem-30040	107	7	should	should	AUX
fbem-30040	107	8	be	be	AUX
fbem-30040	107	9	incorporated	incorporate	VERB
fbem-30040	107	10	into	into	ADP
fbem-30040	107	11	the	the	DET
fbem-30040	107	12	ai	ai	NOUN
fbem-30040	107	13	system	system	NOUN
fbem-30040	107	14	to	to	PART
fbem-30040	107	15	ensure	ensure	VERB
fbem-30040	107	16	that	that	SCONJ
fbem-30040	107	17	it	it	PRON
fbem-30040	107	18	operates	operate	VERB
fbem-30040	107	19	within	within	ADP
fbem-30040	107	20	ethical	ethical	ADJ
fbem-30040	107	21	boundaries	boundary	NOUN
fbem-30040	107	22	and	and	CCONJ
fbem-30040	107	23	respects	respect	VERB
fbem-30040	107	24	human	human	ADJ
fbem-30040	107	25	values	value	NOUN
fbem-30040	107	26	.	.	PUNCT
fbem-30040	108	1	second	second	ADJ
fbem-30040	108	2	,	,	PUNCT
fbem-30040	108	3	robust	robust	ADJ
fbem-30040	108	4	governance	governance	NOUN
fbem-30040	108	5	mechanisms	mechanism	NOUN
fbem-30040	108	6	are	be	AUX
fbem-30040	108	7	essential	essential	ADJ
fbem-30040	108	8	for	for	ADP
fbem-30040	108	9	ensuring	ensure	VERB
fbem-30040	108	10	responsible	responsible	ADJ
fbem-30040	108	11	ai	ai	NOUN
fbem-30040	108	12	deployment	deployment	NOUN
fbem-30040	108	13	.	.	PUNCT
fbem-30040	109	1	this	this	PRON
fbem-30040	109	2	includes	include	VERB
fbem-30040	109	3	establishing	establish	VERB
fbem-30040	109	4	clear	clear	ADJ
fbem-30040	109	5	roles	role	NOUN
fbem-30040	109	6	and	and	CCONJ
fbem-30040	109	7	responsibilities	responsibility	NOUN
fbem-30040	109	8	for	for	ADP
fbem-30040	109	9	stakeholders	stakeholder	NOUN
fbem-30040	109	10	involved	involve	VERB
fbem-30040	109	11	in	in	ADP
fbem-30040	109	12	the	the	DET
fbem-30040	109	13	development	development	NOUN
fbem-30040	109	14	,	,	PUNCT
fbem-30040	109	15	deployment	deployment	NOUN
fbem-30040	109	16	,	,	PUNCT
fbem-30040	109	17	and	and	CCONJ
fbem-30040	109	18	monitoring	monitoring	NOUN
fbem-30040	109	19	of	of	ADP
fbem-30040	109	20	ai	ai	PROPN
fbem-30040	109	21	systems	system	NOUN
fbem-30040	109	22	.	.	PUNCT
fbem-30040	110	1	organizations	organization	NOUN
fbem-30040	110	2	should	should	AUX
fbem-30040	110	3	create	create	VERB
fbem-30040	110	4	dedicated	dedicated	ADJ
fbem-30040	110	5	teams	team	NOUN
fbem-30040	110	6	or	or	CCONJ
fbem-30040	110	7	committees	committee	NOUN
fbem-30040	110	8	responsible	responsible	ADJ
fbem-30040	110	9	for	for	ADP
fbem-30040	110	10	overseeing	oversee	VERB
fbem-30040	110	11	ai	ai	VERB
fbem-30040	110	12	ethics	ethic	NOUN
fbem-30040	110	13	,	,	PUNCT
fbem-30040	110	14	risk	risk	NOUN
fbem-30040	110	15	management	management	NOUN
fbem-30040	110	16	,	,	PUNCT
fbem-30040	110	17	and	and	CCONJ
fbem-30040	110	18	compliance	compliance	NOUN
fbem-30040	110	19	.	.	PUNCT
fbem-30040	111	1	these	these	DET
fbem-30040	111	2	teams	team	NOUN
fbem-30040	111	3	should	should	AUX
fbem-30040	111	4	be	be	AUX
fbem-30040	111	5	empowered	empower	VERB
fbem-30040	111	6	to	to	PART
fbem-30040	111	7	monitor	monitor	VERB
fbem-30040	111	8	ai	ai	PROPN
fbem-30040	111	9	systems	system	NOUN
fbem-30040	111	10	,	,	PUNCT
fbem-30040	111	11	assess	assess	VERB
fbem-30040	111	12	potential	potential	ADJ
fbem-30040	111	13	risks	risk	NOUN
fbem-30040	111	14	,	,	PUNCT
fbem-30040	111	15	and	and	CCONJ
fbem-30040	111	16	implement	implement	VERB
fbem-30040	111	17	corrective	corrective	ADJ
fbem-30040	111	18	measures	measure	NOUN
fbem-30040	111	19	as	as	SCONJ
fbem-30040	111	20	needed	need	VERB
fbem-30040	111	21	.	.	PUNCT
fbem-30040	112	1	moreover	moreover	ADV
fbem-30040	112	2	,	,	PUNCT
fbem-30040	112	3	clear	clear	ADJ
fbem-30040	112	4	policies	policy	NOUN
fbem-30040	112	5	and	and	CCONJ
fbem-30040	112	6	procedures	procedure	NOUN
fbem-30040	112	7	should	should	AUX
fbem-30040	112	8	be	be	AUX
fbem-30040	112	9	developed	develop	VERB
fbem-30040	112	10	to	to	PART
fbem-30040	112	11	guide	guide	VERB
fbem-30040	112	12	the	the	DET
fbem-30040	112	13	ethical	ethical	ADJ
fbem-30040	112	14	use	use	NOUN
fbem-30040	112	15	of	of	ADP
fbem-30040	112	16	ai	ai	NOUN
fbem-30040	112	17	in	in	ADP
fbem-30040	112	18	hrm	hrm	PROPN
fbem-30040	112	19	,	,	PUNCT
fbem-30040	112	20	covering	cover	VERB
fbem-30040	112	21	areas	area	NOUN
fbem-30040	112	22	such	such	ADJ
fbem-30040	112	23	as	as	ADP
fbem-30040	112	24	data	data	NOUN
fbem-30040	112	25	privacy	privacy	NOUN
fbem-30040	112	26	,	,	PUNCT
fbem-30040	112	27	algorithmic	algorithmic	ADJ
fbem-30040	112	28	transparency	transparency	NOUN
fbem-30040	112	29	,	,	PUNCT
fbem-30040	112	30	and	and	CCONJ
fbem-30040	112	31	employee	employee	NOUN
fbem-30040	112	32	rights	right	NOUN
fbem-30040	112	33	(	(	PUNCT
fbem-30040	112	34	castelvecchi	castelvecchi	NOUN
fbem-30040	112	35	,	,	PUNCT
fbem-30040	112	36	2018	2018	NUM
fbem-30040	112	37	)	)	PUNCT
fbem-30040	112	38	.	.	PUNCT
fbem-30040	113	1	finally	finally	ADV
fbem-30040	113	2	,	,	PUNCT
fbem-30040	113	3	accountability	accountability	NOUN
fbem-30040	113	4	measures	measure	NOUN
fbem-30040	113	5	are	be	AUX
fbem-30040	113	6	critical	critical	ADJ
fbem-30040	113	7	for	for	ADP
fbem-30040	113	8	ensuring	ensure	VERB
fbem-30040	113	9	that	that	SCONJ
fbem-30040	113	10	ai	ai	PROPN
fbem-30040	113	11	systems	system	NOUN
fbem-30040	113	12	are	be	AUX
fbem-30040	113	13	used	use	VERB
fbem-30040	113	14	responsibly	responsibly	ADV
fbem-30040	113	15	and	and	CCONJ
fbem-30040	113	16	ethically	ethically	ADV
fbem-30040	113	17	.	.	PUNCT
fbem-30040	114	1	organizations	organization	NOUN
fbem-30040	114	2	should	should	AUX
fbem-30040	114	3	establish	establish	VERB
fbem-30040	114	4	mechanisms	mechanism	NOUN
fbem-30040	114	5	for	for	ADP
fbem-30040	114	6	tracking	tracking	NOUN
fbem-30040	114	7	and	and	CCONJ
fbem-30040	114	8	reporting	report	VERB
fbem-30040	114	9	on	on	ADP
fbem-30040	114	10	the	the	DET
fbem-30040	114	11	performance	performance	NOUN
fbem-30040	114	12	of	of	ADP
fbem-30040	114	13	ai	ai	PROPN
fbem-30040	114	14	systems	system	NOUN
fbem-30040	114	15	,	,	PUNCT
fbem-30040	114	16	including	include	VERB
fbem-30040	114	17	their	their	PRON
fbem-30040	114	18	impact	impact	NOUN
fbem-30040	114	19	on	on	ADP
fbem-30040	114	20	employees	employee	NOUN
fbem-30040	114	21	and	and	CCONJ
fbem-30040	114	22	the	the	DET
fbem-30040	114	23	organization	organization	NOUN
fbem-30040	114	24	.	.	PUNCT
fbem-30040	115	1	this	this	PRON
fbem-30040	115	2	includes	include	VERB
fbem-30040	115	3	monitoring	monitoring	NOUN
fbem-30040	115	4	for	for	ADP
fbem-30040	115	5	bias	bias	NOUN
fbem-30040	115	6	,	,	PUNCT
fbem-30040	115	7	discrimination	discrimination	NOUN
fbem-30040	115	8	,	,	PUNCT
fbem-30040	115	9	and	and	CCONJ
fbem-30040	115	10	other	other	ADJ
fbem-30040	115	11	ethical	ethical	ADJ
fbem-30040	115	12	violations	violation	NOUN
fbem-30040	115	13	.	.	PUNCT
fbem-30040	116	1	additionally	additionally	ADV
fbem-30040	116	2	,	,	PUNCT
fbem-30040	116	3	organizations	organization	NOUN
fbem-30040	116	4	should	should	AUX
fbem-30040	116	5	be	be	AUX
fbem-30040	116	6	prepared	prepare	VERB
fbem-30040	116	7	to	to	PART
fbem-30040	116	8	address	address	VERB
fbem-30040	116	9	any	any	DET
fbem-30040	116	10	negative	negative	ADJ
fbem-30040	116	11	consequences	consequence	NOUN
fbem-30040	116	12	that	that	PRON
fbem-30040	116	13	may	may	AUX
fbem-30040	116	14	arise	arise	VERB
fbem-30040	116	15	from	from	ADP
fbem-30040	116	16	ai	ai	PROPN
fbem-30040	116	17	deployment	deployment	NOUN
fbem-30040	116	18	,	,	PUNCT
fbem-30040	116	19	such	such	ADJ
fbem-30040	116	20	as	as	ADP
fbem-30040	116	21	job	job	NOUN
fbem-30040	116	22	displacement	displacement	NOUN
fbem-30040	116	23	or	or	CCONJ
fbem-30040	116	24	algorithmic	algorithmic	ADJ
fbem-30040	116	25	bias	bias	NOUN
fbem-30040	116	26	.	.	PUNCT
fbem-30040	117	1	by	by	ADP
fbem-30040	117	2	implementing	implement	VERB
fbem-30040	117	3	a	a	DET
fbem-30040	117	4	comprehensive	comprehensive	ADJ
fbem-30040	117	5	framework	framework	NOUN
fbem-30040	117	6	that	that	PRON
fbem-30040	117	7	incorporates	incorporate	VERB
fbem-30040	117	8	ethical	ethical	ADJ
fbem-30040	117	9	guidelines	guideline	NOUN
fbem-30040	117	10	,	,	PUNCT
fbem-30040	117	11	governance	governance	NOUN
fbem-30040	117	12	mechanisms	mechanism	NOUN
fbem-30040	117	13	,	,	PUNCT
fbem-30040	117	14	and	and	CCONJ
fbem-30040	117	15	accountability	accountability	NOUN
fbem-30040	117	16	measures	measure	NOUN
fbem-30040	117	17	,	,	PUNCT
fbem-30040	117	18	organizations	organization	NOUN
fbem-30040	117	19	can	can	AUX
fbem-30040	117	20	ensure	ensure	VERB
fbem-30040	117	21	that	that	SCONJ
fbem-30040	117	22	ai	ai	NOUN
fbem-30040	117	23	is	be	AUX
fbem-30040	117	24	32	32	NUM
fbem-30040	117	25	deployed	deploy	VERB
fbem-30040	117	26	responsibly	responsibly	ADV
fbem-30040	117	27	and	and	CCONJ
fbem-30040	117	28	ethically	ethically	ADV
fbem-30040	117	29	in	in	ADP
fbem-30040	117	30	hrm	hrm	PROPN
fbem-30040	117	31	,	,	PUNCT
fbem-30040	117	32	fostering	foster	VERB
fbem-30040	117	33	a	a	DET
fbem-30040	117	34	more	more	ADV
fbem-30040	117	35	inclusive	inclusive	ADJ
fbem-30040	117	36	and	and	CCONJ
fbem-30040	117	37	equitable	equitable	ADJ
fbem-30040	117	38	workplace	workplace	NOUN
fbem-30040	117	39	.	.	PUNCT
fbem-30040	118	1	4	4	X
fbem-30040	118	2	.	.	X
fbem-30040	118	3	case	case	NOUN
fbem-30040	118	4	studies	study	NOUN
fbem-30040	118	5	and	and	CCONJ
fbem-30040	118	6	best	good	ADJ
fbem-30040	118	7	practices	practice	NOUN
fbem-30040	118	8	4.1	4.1	NUM
fbem-30040	118	9	.	.	PUNCT
fbem-30040	119	1	case	case	NOUN
fbem-30040	119	2	studies	study	NOUN
fbem-30040	119	3	of	of	ADP
fbem-30040	119	4	ai	ai	ADJ
fbem-30040	119	5	implementation	implementation	NOUN
fbem-30040	119	6	in	in	ADP
fbem-30040	119	7	hrm	hrm	PROPN
fbem-30040	119	8	building	building	PROPN
fbem-30040	119	9	upon	upon	SCONJ
fbem-30040	119	10	the	the	DET
fbem-30040	119	11	ethical	ethical	ADJ
fbem-30040	119	12	framework	framework	NOUN
fbem-30040	119	13	outlined	outline	VERB
fbem-30040	119	14	in	in	ADP
fbem-30040	119	15	the	the	DET
fbem-30040	119	16	previous	previous	ADJ
fbem-30040	119	17	section	section	NOUN
fbem-30040	119	18	,	,	PUNCT
fbem-30040	119	19	it	it	PRON
fbem-30040	119	20	is	be	AUX
fbem-30040	119	21	essential	essential	ADJ
fbem-30040	119	22	to	to	PART
fbem-30040	119	23	explore	explore	VERB
fbem-30040	119	24	real	real	ADJ
fbem-30040	119	25	-	-	PUNCT
fbem-30040	119	26	world	world	NOUN
fbem-30040	119	27	examples	example	NOUN
fbem-30040	119	28	of	of	ADP
fbem-30040	119	29	ai	ai	ADJ
fbem-30040	119	30	implementation	implementation	NOUN
fbem-30040	119	31	in	in	ADP
fbem-30040	119	32	hrm	hrm	PROPN
fbem-30040	119	33	.	.	PUNCT
fbem-30040	120	1	these	these	DET
fbem-30040	120	2	case	case	NOUN
fbem-30040	120	3	studies	study	NOUN
fbem-30040	120	4	offer	offer	VERB
fbem-30040	120	5	valuable	valuable	ADJ
fbem-30040	120	6	insights	insight	NOUN
fbem-30040	120	7	into	into	ADP
fbem-30040	120	8	the	the	DET
fbem-30040	120	9	practical	practical	ADJ
fbem-30040	120	10	challenges	challenge	NOUN
fbem-30040	120	11	and	and	CCONJ
fbem-30040	120	12	opportunities	opportunity	NOUN
fbem-30040	120	13	associated	associate	VERB
fbem-30040	120	14	with	with	ADP
fbem-30040	120	15	leveraging	leverage	VERB
fbem-30040	120	16	ai	ai	VERB
fbem-30040	120	17	in	in	ADP
fbem-30040	120	18	hr	hr	NOUN
fbem-30040	120	19	processes	process	NOUN
fbem-30040	120	20	.	.	PUNCT
fbem-30040	121	1	for	for	ADP
fbem-30040	121	2	instance	instance	NOUN
fbem-30040	121	3	,	,	PUNCT
fbem-30040	121	4	a	a	DET
fbem-30040	121	5	study	study	NOUN
fbem-30040	121	6	by	by	ADP
fbem-30040	121	7	(	(	PUNCT
fbem-30040	121	8	author	author	NOUN
fbem-30040	121	9	,	,	PUNCT
fbem-30040	121	10	year	year	NOUN
fbem-30040	121	11	)	)	PUNCT
fbem-30040	121	12	examined	examine	VERB
fbem-30040	121	13	the	the	DET
fbem-30040	121	14	implementation	implementation	NOUN
fbem-30040	121	15	of	of	ADP
fbem-30040	121	16	ai	ai	ADJ
fbem-30040	121	17	-	-	PUNCT
fbem-30040	121	18	powered	power	VERB
fbem-30040	121	19	recruitment	recruitment	NOUN
fbem-30040	121	20	tools	tool	NOUN
fbem-30040	121	21	at	at	ADP
fbem-30040	121	22	a	a	DET
fbem-30040	121	23	large	large	ADJ
fbem-30040	121	24	multinational	multinational	ADJ
fbem-30040	121	25	corporation	corporation	NOUN
fbem-30040	121	26	.	.	PUNCT
fbem-30040	122	1	the	the	DET
fbem-30040	122	2	study	study	NOUN
fbem-30040	122	3	found	find	VERB
fbem-30040	122	4	that	that	SCONJ
fbem-30040	122	5	ai	ai	NOUN
fbem-30040	122	6	-	-	PUNCT
fbem-30040	122	7	driven	drive	VERB
fbem-30040	122	8	screening	screening	NOUN
fbem-30040	122	9	and	and	CCONJ
fbem-30040	122	10	assessment	assessment	NOUN
fbem-30040	122	11	tools	tool	NOUN
fbem-30040	122	12	significantly	significantly	ADV
fbem-30040	122	13	reduced	reduce	VERB
fbem-30040	122	14	the	the	DET
fbem-30040	122	15	time	time	NOUN
fbem-30040	122	16	and	and	CCONJ
fbem-30040	122	17	cost	cost	NOUN
fbem-30040	122	18	of	of	ADP
fbem-30040	122	19	recruitment	recruitment	NOUN
fbem-30040	122	20	,	,	PUNCT
fbem-30040	122	21	while	while	SCONJ
fbem-30040	122	22	also	also	ADV
fbem-30040	122	23	improving	improve	VERB
fbem-30040	122	24	the	the	DET
fbem-30040	122	25	diversity	diversity	NOUN
fbem-30040	122	26	and	and	CCONJ
fbem-30040	122	27	quality	quality	NOUN
fbem-30040	122	28	of	of	ADP
fbem-30040	122	29	candidates	candidate	NOUN
fbem-30040	122	30	.	.	PUNCT
fbem-30040	123	1	the	the	DET
fbem-30040	123	2	organization	organization	NOUN
fbem-30040	123	3	was	be	AUX
fbem-30040	123	4	able	able	ADJ
fbem-30040	123	5	to	to	PART
fbem-30040	123	6	identify	identify	VERB
fbem-30040	123	7	top	top	ADJ
fbem-30040	123	8	talent	talent	NOUN
fbem-30040	123	9	more	more	ADV
fbem-30040	123	10	efficiently	efficiently	ADV
fbem-30040	123	11	,	,	PUNCT
fbem-30040	123	12	leading	lead	VERB
fbem-30040	123	13	to	to	ADP
fbem-30040	123	14	a	a	DET
fbem-30040	123	15	more	more	ADV
fbem-30040	123	16	engaged	engaged	ADJ
fbem-30040	123	17	and	and	CCONJ
fbem-30040	123	18	productive	productive	ADJ
fbem-30040	123	19	workforce	workforce	NOUN
fbem-30040	123	20	.	.	PUNCT
fbem-30040	124	1	another	another	DET
fbem-30040	124	2	notable	notable	ADJ
fbem-30040	124	3	case	case	NOUN
fbem-30040	124	4	study	study	NOUN
fbem-30040	124	5	involves	involve	VERB
fbem-30040	124	6	the	the	DET
fbem-30040	124	7	use	use	NOUN
fbem-30040	124	8	of	of	ADP
fbem-30040	124	9	ai	ai	VERB
fbem-30040	124	10	for	for	ADP
fbem-30040	124	11	performance	performance	NOUN
fbem-30040	124	12	management	management	NOUN
fbem-30040	124	13	at	at	ADP
fbem-30040	124	14	a	a	DET
fbem-30040	124	15	global	global	ADJ
fbem-30040	124	16	technology	technology	NOUN
fbem-30040	124	17	company	company	NOUN
fbem-30040	124	18	(	(	PUNCT
fbem-30040	124	19	author	author	NOUN
fbem-30040	124	20	,	,	PUNCT
fbem-30040	124	21	year	year	NOUN
fbem-30040	124	22	)	)	PUNCT
fbem-30040	124	23	.	.	PUNCT
fbem-30040	125	1	the	the	DET
fbem-30040	125	2	company	company	NOUN
fbem-30040	125	3	implemented	implement	VERB
fbem-30040	125	4	an	an	DET
fbem-30040	125	5	ai	ai	NOUN
fbem-30040	125	6	-	-	PUNCT
fbem-30040	125	7	powered	powered	ADJ
fbem-30040	125	8	system	system	NOUN
fbem-30040	125	9	to	to	PART
fbem-30040	125	10	track	track	VERB
fbem-30040	125	11	employee	employee	NOUN
fbem-30040	125	12	performance	performance	NOUN
fbem-30040	125	13	metrics	metric	NOUN
fbem-30040	125	14	,	,	PUNCT
fbem-30040	125	15	provide	provide	VERB
fbem-30040	125	16	realtime	realtime	NOUN
fbem-30040	125	17	feedback	feedback	NOUN
fbem-30040	125	18	,	,	PUNCT
fbem-30040	125	19	and	and	CCONJ
fbem-30040	125	20	identify	identify	VERB
fbem-30040	125	21	areas	area	NOUN
fbem-30040	125	22	for	for	ADP
fbem-30040	125	23	development	development	NOUN
fbem-30040	125	24	.	.	PUNCT
fbem-30040	126	1	this	this	DET
fbem-30040	126	2	system	system	NOUN
fbem-30040	126	3	enabled	enable	VERB
fbem-30040	126	4	managers	manager	NOUN
fbem-30040	126	5	to	to	PART
fbem-30040	126	6	provide	provide	VERB
fbem-30040	126	7	more	more	ADV
fbem-30040	126	8	personalized	personalized	ADJ
fbem-30040	126	9	and	and	CCONJ
fbem-30040	126	10	data	datum	NOUN
fbem-30040	126	11	-	-	PUNCT
fbem-30040	126	12	driven	drive	VERB
fbem-30040	126	13	feedback	feedback	NOUN
fbem-30040	126	14	,	,	PUNCT
fbem-30040	126	15	fostering	foster	VERB
fbem-30040	126	16	a	a	DET
fbem-30040	126	17	culture	culture	NOUN
fbem-30040	126	18	of	of	ADP
fbem-30040	126	19	continuous	continuous	ADJ
fbem-30040	126	20	improvement	improvement	NOUN
fbem-30040	126	21	.	.	PUNCT
fbem-30040	127	1	furthermore	furthermore	ADV
fbem-30040	127	2	,	,	PUNCT
fbem-30040	127	3	the	the	DET
fbem-30040	127	4	ai	ai	NOUN
fbem-30040	127	5	system	system	NOUN
fbem-30040	127	6	was	be	AUX
fbem-30040	127	7	able	able	ADJ
fbem-30040	127	8	to	to	PART
fbem-30040	127	9	identify	identify	VERB
fbem-30040	127	10	potential	potential	ADJ
fbem-30040	127	11	performance	performance	NOUN
fbem-30040	127	12	issues	issue	NOUN
fbem-30040	127	13	early	early	ADV
fbem-30040	127	14	on	on	ADV
fbem-30040	127	15	,	,	PUNCT
fbem-30040	127	16	allowing	allow	VERB
fbem-30040	127	17	for	for	ADP
fbem-30040	127	18	proactive	proactive	ADJ
fbem-30040	127	19	intervention	intervention	NOUN
fbem-30040	127	20	and	and	CCONJ
fbem-30040	127	21	support	support	NOUN
fbem-30040	127	22	.	.	PUNCT
fbem-30040	128	1	these	these	DET
fbem-30040	128	2	case	case	NOUN
fbem-30040	128	3	studies	study	NOUN
fbem-30040	128	4	highlight	highlight	VERB
fbem-30040	128	5	the	the	DET
fbem-30040	128	6	transformative	transformative	ADJ
fbem-30040	128	7	potential	potential	NOUN
fbem-30040	128	8	of	of	ADP
fbem-30040	128	9	ai	ai	NOUN
fbem-30040	128	10	in	in	ADP
fbem-30040	128	11	revolutionizing	revolutionize	VERB
fbem-30040	128	12	hrm	hrm	PROPN
fbem-30040	128	13	practices	practice	NOUN
fbem-30040	128	14	.	.	PUNCT
fbem-30040	129	1	by	by	ADP
fbem-30040	129	2	automating	automate	VERB
fbem-30040	129	3	routine	routine	ADJ
fbem-30040	129	4	tasks	task	NOUN
fbem-30040	129	5	,	,	PUNCT
fbem-30040	129	6	providing	provide	VERB
fbem-30040	129	7	datadriven	datadriven	ADJ
fbem-30040	129	8	insights	insight	NOUN
fbem-30040	129	9	,	,	PUNCT
fbem-30040	129	10	and	and	CCONJ
fbem-30040	129	11	enhancing	enhance	VERB
fbem-30040	129	12	employee	employee	NOUN
fbem-30040	129	13	engagement	engagement	NOUN
fbem-30040	129	14	,	,	PUNCT
fbem-30040	129	15	ai	ai	VERB
fbem-30040	129	16	can	can	AUX
fbem-30040	129	17	empower	empower	VERB
fbem-30040	129	18	hr	hr	NOUN
fbem-30040	129	19	professionals	professional	NOUN
fbem-30040	129	20	to	to	PART
fbem-30040	129	21	make	make	VERB
fbem-30040	129	22	more	more	ADV
fbem-30040	129	23	informed	informed	ADJ
fbem-30040	129	24	decisions	decision	NOUN
fbem-30040	129	25	and	and	CCONJ
fbem-30040	129	26	create	create	VERB
fbem-30040	129	27	a	a	DET
fbem-30040	129	28	more	more	ADV
fbem-30040	129	29	efficient	efficient	ADJ
fbem-30040	129	30	and	and	CCONJ
fbem-30040	129	31	effective	effective	ADJ
fbem-30040	129	32	workplace	workplace	NOUN
fbem-30040	129	33	.	.	PUNCT
fbem-30040	130	1	however	however	ADV
fbem-30040	130	2	,	,	PUNCT
fbem-30040	130	3	it	it	PRON
fbem-30040	130	4	is	be	AUX
fbem-30040	130	5	crucial	crucial	ADJ
fbem-30040	130	6	to	to	PART
fbem-30040	130	7	acknowledge	acknowledge	VERB
fbem-30040	130	8	that	that	SCONJ
fbem-30040	130	9	the	the	DET
fbem-30040	130	10	successful	successful	ADJ
fbem-30040	130	11	implementation	implementation	NOUN
fbem-30040	130	12	of	of	ADP
fbem-30040	130	13	ai	ai	NOUN
fbem-30040	130	14	in	in	ADP
fbem-30040	130	15	hrm	hrm	PROPN
fbem-30040	130	16	requires	require	VERB
fbem-30040	130	17	careful	careful	ADJ
fbem-30040	130	18	planning	planning	NOUN
fbem-30040	130	19	,	,	PUNCT
fbem-30040	130	20	ethical	ethical	ADJ
fbem-30040	130	21	considerations	consideration	NOUN
fbem-30040	130	22	,	,	PUNCT
fbem-30040	130	23	and	and	CCONJ
fbem-30040	130	24	ongoing	ongoing	ADJ
fbem-30040	130	25	monitoring	monitoring	NOUN
fbem-30040	130	26	.	.	PUNCT
fbem-30040	131	1	organizations	organization	NOUN
fbem-30040	131	2	must	must	AUX
fbem-30040	131	3	ensure	ensure	VERB
fbem-30040	131	4	that	that	SCONJ
fbem-30040	131	5	ai	ai	VERB
fbem-30040	131	6	systems	system	NOUN
fbem-30040	131	7	are	be	AUX
fbem-30040	131	8	used	use	VERB
fbem-30040	131	9	responsibly	responsibly	ADV
fbem-30040	131	10	and	and	CCONJ
fbem-30040	131	11	transparently	transparently	ADV
fbem-30040	131	12	,	,	PUNCT
fbem-30040	131	13	while	while	SCONJ
fbem-30040	131	14	also	also	ADV
fbem-30040	131	15	addressing	address	VERB
fbem-30040	131	16	potential	potential	ADJ
fbem-30040	131	17	biases	bias	NOUN
fbem-30040	131	18	and	and	CCONJ
fbem-30040	131	19	ethical	ethical	ADJ
fbem-30040	131	20	concerns	concern	NOUN
fbem-30040	131	21	.	.	PUNCT
fbem-30040	132	1	the	the	DET
fbem-30040	132	2	case	case	NOUN
fbem-30040	132	3	studies	study	NOUN
fbem-30040	132	4	presented	present	VERB
fbem-30040	132	5	in	in	ADP
fbem-30040	132	6	this	this	DET
fbem-30040	132	7	section	section	NOUN
fbem-30040	132	8	demonstrate	demonstrate	VERB
fbem-30040	132	9	the	the	DET
fbem-30040	132	10	potential	potential	NOUN
fbem-30040	132	11	of	of	ADP
fbem-30040	132	12	ai	ai	VERB
fbem-30040	132	13	to	to	PART
fbem-30040	132	14	revolutionize	revolutionize	VERB
fbem-30040	132	15	hrm	hrm	PROPN
fbem-30040	132	16	,	,	PUNCT
fbem-30040	132	17	but	but	CCONJ
fbem-30040	132	18	also	also	ADV
fbem-30040	132	19	emphasize	emphasize	VERB
fbem-30040	132	20	the	the	DET
fbem-30040	132	21	importance	importance	NOUN
fbem-30040	132	22	of	of	ADP
fbem-30040	132	23	a	a	DET
fbem-30040	132	24	balanced	balanced	ADJ
fbem-30040	132	25	and	and	CCONJ
fbem-30040	132	26	ethical	ethical	ADJ
fbem-30040	132	27	approach	approach	NOUN
fbem-30040	132	28	to	to	ADP
fbem-30040	132	29	its	its	PRON
fbem-30040	132	30	implementation	implementation	NOUN
fbem-30040	132	31	.	.	PUNCT
fbem-30040	133	1	4.2	4.2	NUM
fbem-30040	133	2	.	.	PUNCT
fbem-30040	134	1	best	good	ADJ
fbem-30040	134	2	practices	practice	NOUN
fbem-30040	134	3	for	for	ADP
fbem-30040	134	4	ai	ai	PRON
fbem-30040	134	5	implementation	implementation	NOUN
fbem-30040	134	6	in	in	ADP
fbem-30040	134	7	hrm	hrm	PROPN
fbem-30040	134	8	building	building	PROPN
fbem-30040	134	9	upon	upon	SCONJ
fbem-30040	134	10	the	the	DET
fbem-30040	134	11	insights	insight	NOUN
fbem-30040	134	12	gleaned	glean	VERB
fbem-30040	134	13	from	from	ADP
fbem-30040	134	14	the	the	DET
fbem-30040	134	15	case	case	NOUN
fbem-30040	134	16	studies	study	NOUN
fbem-30040	134	17	,	,	PUNCT
fbem-30040	134	18	several	several	ADJ
fbem-30040	134	19	best	good	ADJ
fbem-30040	134	20	practices	practice	NOUN
fbem-30040	134	21	emerge	emerge	VERB
fbem-30040	134	22	for	for	ADP
fbem-30040	134	23	successful	successful	ADJ
fbem-30040	134	24	ai	ai	VERB
fbem-30040	134	25	implementation	implementation	NOUN
fbem-30040	134	26	in	in	ADP
fbem-30040	134	27	hrm	hrm	PROPN
fbem-30040	134	28	.	.	PUNCT
fbem-30040	135	1	firstly	firstly	ADV
fbem-30040	135	2	,	,	PUNCT
fbem-30040	135	3	organizations	organization	NOUN
fbem-30040	135	4	should	should	AUX
fbem-30040	135	5	prioritize	prioritize	VERB
fbem-30040	135	6	a	a	DET
fbem-30040	135	7	human	human	NOUN
fbem-30040	135	8	-	-	PUNCT
fbem-30040	135	9	centered	center	VERB
fbem-30040	135	10	approach	approach	NOUN
fbem-30040	135	11	,	,	PUNCT
fbem-30040	135	12	ensuring	ensure	VERB
fbem-30040	135	13	that	that	SCONJ
fbem-30040	135	14	ai	ai	VERB
fbem-30040	135	15	tools	tool	NOUN
fbem-30040	135	16	are	be	AUX
fbem-30040	135	17	designed	design	VERB
fbem-30040	135	18	to	to	PART
fbem-30040	135	19	augment	augment	VERB
fbem-30040	135	20	,	,	PUNCT
fbem-30040	135	21	not	not	PART
fbem-30040	135	22	replace	replace	VERB
fbem-30040	135	23	,	,	PUNCT
fbem-30040	135	24	human	human	ADJ
fbem-30040	135	25	capabilities	capability	NOUN
fbem-30040	135	26	(	(	PUNCT
fbem-30040	135	27	boudreau	boudreau	PROPN
fbem-30040	135	28	et	et	PROPN
fbem-30040	135	29	al	al	PROPN
fbem-30040	135	30	.	.	PROPN
fbem-30040	135	31	,	,	PUNCT
fbem-30040	135	32	2019	2019	NUM
fbem-30040	135	33	)	)	PUNCT
fbem-30040	135	34	.	.	PUNCT
fbem-30040	136	1	this	this	PRON
fbem-30040	136	2	involves	involve	VERB
fbem-30040	136	3	fostering	foster	VERB
fbem-30040	136	4	collaboration	collaboration	NOUN
fbem-30040	136	5	between	between	ADP
fbem-30040	136	6	hr	hr	NOUN
fbem-30040	136	7	professionals	professional	NOUN
fbem-30040	136	8	and	and	CCONJ
fbem-30040	136	9	data	datum	NOUN
fbem-30040	136	10	scientists	scientist	NOUN
fbem-30040	136	11	,	,	PUNCT
fbem-30040	136	12	promoting	promote	VERB
fbem-30040	136	13	transparency	transparency	NOUN
fbem-30040	136	14	and	and	CCONJ
fbem-30040	136	15	explainability	explainability	NOUN
fbem-30040	136	16	of	of	ADP
fbem-30040	136	17	ai	ai	PROPN
fbem-30040	136	18	algorithms	algorithm	NOUN
fbem-30040	136	19	,	,	PUNCT
fbem-30040	136	20	and	and	CCONJ
fbem-30040	136	21	actively	actively	ADV
fbem-30040	136	22	addressing	address	VERB
fbem-30040	136	23	potential	potential	ADJ
fbem-30040	136	24	biases	bias	NOUN
fbem-30040	136	25	in	in	ADP
fbem-30040	136	26	data	datum	NOUN
fbem-30040	136	27	and	and	CCONJ
fbem-30040	136	28	decision	decision	NOUN
fbem-30040	136	29	-	-	PUNCT
fbem-30040	136	30	making	making	NOUN
fbem-30040	136	31	(	(	PUNCT
fbem-30040	136	32	cascio	cascio	NOUN
fbem-30040	136	33	&	&	CCONJ
fbem-30040	136	34	aguinis	aguinis	PROPN
fbem-30040	136	35	,	,	PUNCT
fbem-30040	136	36	2019	2019	NUM
fbem-30040	136	37	)	)	PUNCT
fbem-30040	136	38	.	.	PUNCT
fbem-30040	137	1	secondly	secondly	ADV
fbem-30040	137	2	,	,	PUNCT
fbem-30040	137	3	a	a	DET
fbem-30040	137	4	robust	robust	ADJ
fbem-30040	137	5	change	change	NOUN
fbem-30040	137	6	management	management	NOUN
fbem-30040	137	7	strategy	strategy	NOUN
fbem-30040	137	8	is	be	AUX
fbem-30040	137	9	crucial	crucial	ADJ
fbem-30040	137	10	for	for	ADP
fbem-30040	137	11	facilitating	facilitate	VERB
fbem-30040	137	12	the	the	DET
fbem-30040	137	13	adoption	adoption	NOUN
fbem-30040	137	14	and	and	CCONJ
fbem-30040	137	15	integration	integration	NOUN
fbem-30040	137	16	of	of	ADP
fbem-30040	137	17	ai	ai	VERB
fbem-30040	137	18	in	in	ADP
fbem-30040	137	19	hr	hr	NOUN
fbem-30040	137	20	processes	process	NOUN
fbem-30040	137	21	.	.	PUNCT
fbem-30040	138	1	this	this	PRON
fbem-30040	138	2	includes	include	VERB
fbem-30040	138	3	communicating	communicate	VERB
fbem-30040	138	4	the	the	DET
fbem-30040	138	5	value	value	NOUN
fbem-30040	138	6	proposition	proposition	NOUN
fbem-30040	138	7	of	of	ADP
fbem-30040	138	8	ai	ai	VERB
fbem-30040	138	9	to	to	ADP
fbem-30040	138	10	stakeholders	stakeholder	NOUN
fbem-30040	138	11	,	,	PUNCT
fbem-30040	138	12	providing	provide	VERB
fbem-30040	138	13	training	training	NOUN
fbem-30040	138	14	and	and	CCONJ
fbem-30040	138	15	support	support	NOUN
fbem-30040	138	16	for	for	ADP
fbem-30040	138	17	employees	employee	NOUN
fbem-30040	138	18	,	,	PUNCT
fbem-30040	138	19	and	and	CCONJ
fbem-30040	138	20	addressing	address	VERB
fbem-30040	138	21	concerns	concern	NOUN
fbem-30040	138	22	about	about	ADP
fbem-30040	138	23	job	job	NOUN
fbem-30040	138	24	displacement	displacement	NOUN
fbem-30040	138	25	and	and	CCONJ
fbem-30040	138	26	ethical	ethical	ADJ
fbem-30040	138	27	implications	implication	NOUN
fbem-30040	138	28	(	(	PUNCT
fbem-30040	138	29	hitt	hitt	X
fbem-30040	138	30	et	et	PROPN
fbem-30040	138	31	al	al	PROPN
fbem-30040	138	32	.	.	PROPN
fbem-30040	138	33	,	,	PUNCT
fbem-30040	138	34	2019	2019	NUM
fbem-30040	138	35	)	)	PUNCT
fbem-30040	138	36	.	.	PUNCT
fbem-30040	139	1	furthermore	furthermore	ADV
fbem-30040	139	2	,	,	PUNCT
fbem-30040	139	3	organizations	organization	NOUN
fbem-30040	139	4	should	should	AUX
fbem-30040	139	5	invest	invest	VERB
fbem-30040	139	6	in	in	ADP
fbem-30040	139	7	data	datum	NOUN
fbem-30040	139	8	infrastructure	infrastructure	NOUN
fbem-30040	139	9	and	and	CCONJ
fbem-30040	139	10	talent	talent	NOUN
fbem-30040	139	11	development	development	NOUN
fbem-30040	139	12	to	to	PART
fbem-30040	139	13	ensure	ensure	VERB
fbem-30040	139	14	that	that	SCONJ
fbem-30040	139	15	they	they	PRON
fbem-30040	139	16	have	have	VERB
fbem-30040	139	17	the	the	DET
fbem-30040	139	18	necessary	necessary	ADJ
fbem-30040	139	19	resources	resource	NOUN
fbem-30040	139	20	and	and	CCONJ
fbem-30040	139	21	expertise	expertise	NOUN
fbem-30040	139	22	to	to	PART
fbem-30040	139	23	manage	manage	VERB
fbem-30040	139	24	and	and	CCONJ
fbem-30040	139	25	interpret	interpret	VERB
fbem-30040	139	26	ai	ai	ADJ
fbem-30040	139	27	-	-	PUNCT
fbem-30040	139	28	generated	generate	VERB
fbem-30040	139	29	insights	insight	NOUN
fbem-30040	139	30	(	(	PUNCT
fbem-30040	139	31	guthridge	guthridge	NOUN
fbem-30040	139	32	&	&	CCONJ
fbem-30040	139	33	wellins	wellin	NOUN
fbem-30040	139	34	,	,	PUNCT
fbem-30040	139	35	2019	2019	NUM
fbem-30040	139	36	)	)	PUNCT
fbem-30040	139	37	.	.	PUNCT
fbem-30040	140	1	finally	finally	ADV
fbem-30040	140	2	,	,	PUNCT
fbem-30040	140	3	ongoing	ongoing	ADJ
fbem-30040	140	4	monitoring	monitoring	NOUN
fbem-30040	140	5	and	and	CCONJ
fbem-30040	140	6	evaluation	evaluation	NOUN
fbem-30040	140	7	are	be	AUX
fbem-30040	140	8	essential	essential	ADJ
fbem-30040	140	9	for	for	ADP
fbem-30040	140	10	ensuring	ensure	VERB
fbem-30040	140	11	the	the	DET
fbem-30040	140	12	effectiveness	effectiveness	NOUN
fbem-30040	140	13	and	and	CCONJ
fbem-30040	140	14	ethical	ethical	ADJ
fbem-30040	140	15	use	use	NOUN
fbem-30040	140	16	of	of	ADP
fbem-30040	140	17	ai	ai	NOUN
fbem-30040	140	18	in	in	ADP
fbem-30040	140	19	hrm	hrm	PROPN
fbem-30040	140	20	.	.	PUNCT
fbem-30040	141	1	organizations	organization	NOUN
fbem-30040	141	2	should	should	AUX
fbem-30040	141	3	regularly	regularly	ADV
fbem-30040	141	4	assess	assess	VERB
fbem-30040	141	5	the	the	DET
fbem-30040	141	6	impact	impact	NOUN
fbem-30040	141	7	of	of	ADP
fbem-30040	141	8	ai	ai	VERB
fbem-30040	141	9	on	on	ADP
fbem-30040	141	10	key	key	ADJ
fbem-30040	141	11	hr	hr	NOUN
fbem-30040	141	12	metrics	metric	NOUN
fbem-30040	141	13	,	,	PUNCT
fbem-30040	141	14	such	such	ADJ
fbem-30040	141	15	as	as	ADP
fbem-30040	141	16	recruitment	recruitment	NOUN
fbem-30040	141	17	efficiency	efficiency	NOUN
fbem-30040	141	18	,	,	PUNCT
fbem-30040	141	19	employee	employee	NOUN
fbem-30040	141	20	engagement	engagement	NOUN
fbem-30040	141	21	,	,	PUNCT
fbem-30040	141	22	and	and	CCONJ
fbem-30040	141	23	diversity	diversity	NOUN
fbem-30040	141	24	and	and	CCONJ
fbem-30040	141	25	inclusion	inclusion	NOUN
fbem-30040	141	26	.	.	PUNCT
fbem-30040	142	1	continuous	continuous	ADJ
fbem-30040	142	2	feedback	feedback	NOUN
fbem-30040	142	3	loops	loop	NOUN
fbem-30040	142	4	and	and	CCONJ
fbem-30040	142	5	iterative	iterative	NOUN
fbem-30040	142	6	improvements	improvement	NOUN
fbem-30040	142	7	are	be	AUX
fbem-30040	142	8	critical	critical	ADJ
fbem-30040	142	9	for	for	ADP
fbem-30040	142	10	optimizing	optimize	VERB
fbem-30040	142	11	ai	ai	NOUN
fbem-30040	142	12	systems	system	NOUN
fbem-30040	142	13	and	and	CCONJ
fbem-30040	142	14	mitigating	mitigate	VERB
fbem-30040	142	15	potential	potential	ADJ
fbem-30040	142	16	risks	risk	NOUN
fbem-30040	142	17	associated	associate	VERB
fbem-30040	142	18	with	with	ADP
fbem-30040	142	19	algorithmic	algorithmic	ADJ
fbem-30040	142	20	bias	bias	NOUN
fbem-30040	142	21	or	or	CCONJ
fbem-30040	142	22	unintended	unintended	ADJ
fbem-30040	142	23	consequences	consequence	NOUN
fbem-30040	142	24	(	(	PUNCT
fbem-30040	142	25	agarwal	agarwal	PROPN
fbem-30040	142	26	et	et	PROPN
fbem-30040	142	27	al	al	PROPN
fbem-30040	142	28	.	.	PROPN
fbem-30040	142	29	,	,	PUNCT
fbem-30040	142	30	2018	2018	NUM
fbem-30040	142	31	)	)	PUNCT
fbem-30040	142	32	.	.	PUNCT
fbem-30040	143	1	5	5	X
fbem-30040	143	2	.	.	PUNCT
fbem-30040	143	3	future	future	ADJ
fbem-30040	143	4	trends	trend	NOUN
fbem-30040	143	5	and	and	CCONJ
fbem-30040	143	6	impacts	impact	NOUN
fbem-30040	143	7	of	of	ADP
fbem-30040	143	8	ai	ai	VERB
fbem-30040	143	9	on	on	ADP
fbem-30040	143	10	the	the	DET
fbem-30040	143	11	future	future	NOUN
fbem-30040	143	12	of	of	ADP
fbem-30040	143	13	work	work	NOUN
fbem-30040	143	14	5.1	5.1	NUM
fbem-30040	143	15	.	.	PUNCT
fbem-30040	144	1	future	future	ADJ
fbem-30040	144	2	trends	trend	NOUN
fbem-30040	144	3	in	in	ADP
fbem-30040	144	4	ai	ai	NOUN
fbem-30040	144	5	for	for	ADP
fbem-30040	144	6	hrm	hrm	PROPN
fbem-30040	144	7	looking	look	VERB
fbem-30040	144	8	ahead	ahead	ADV
fbem-30040	144	9	,	,	PUNCT
fbem-30040	144	10	the	the	DET
fbem-30040	144	11	integration	integration	NOUN
fbem-30040	144	12	of	of	ADP
fbem-30040	144	13	ai	ai	NOUN
fbem-30040	144	14	in	in	ADP
fbem-30040	144	15	hrm	hrm	PROPN
fbem-30040	144	16	is	be	AUX
fbem-30040	144	17	poised	poise	VERB
fbem-30040	144	18	to	to	PART
fbem-30040	144	19	become	become	VERB
fbem-30040	144	20	even	even	ADV
fbem-30040	144	21	more	more	ADV
fbem-30040	144	22	sophisticated	sophisticated	ADJ
fbem-30040	144	23	and	and	CCONJ
fbem-30040	144	24	pervasive	pervasive	ADJ
fbem-30040	144	25	.	.	PUNCT
fbem-30040	145	1	one	one	NUM
fbem-30040	145	2	key	key	ADJ
fbem-30040	145	3	trend	trend	NOUN
fbem-30040	145	4	is	be	AUX
fbem-30040	145	5	the	the	DET
fbem-30040	145	6	use	use	NOUN
fbem-30040	145	7	of	of	ADP
fbem-30040	145	8	ai	ai	VERB
fbem-30040	145	9	for	for	ADP
fbem-30040	145	10	enhancing	enhance	VERB
fbem-30040	145	11	employee	employee	NOUN
fbem-30040	145	12	well	well	ADV
fbem-30040	145	13	-	-	PUNCT
fbem-30040	145	14	being	being	NOUN
fbem-30040	145	15	.	.	PUNCT
fbem-30040	146	1	this	this	PRON
fbem-30040	146	2	involves	involve	VERB
fbem-30040	146	3	leveraging	leverage	VERB
fbem-30040	146	4	ai	ai	ADJ
fbem-30040	146	5	-	-	PUNCT
fbem-30040	146	6	powered	power	VERB
fbem-30040	146	7	tools	tool	NOUN
fbem-30040	146	8	to	to	PART
fbem-30040	146	9	monitor	monitor	VERB
fbem-30040	146	10	employee	employee	NOUN
fbem-30040	146	11	engagement	engagement	NOUN
fbem-30040	146	12	,	,	PUNCT
fbem-30040	146	13	identify	identify	VERB
fbem-30040	146	14	potential	potential	ADJ
fbem-30040	146	15	burnout	burnout	NOUN
fbem-30040	146	16	risks	risk	NOUN
fbem-30040	146	17	,	,	PUNCT
fbem-30040	146	18	and	and	CCONJ
fbem-30040	146	19	provide	provide	VERB
fbem-30040	146	20	personalized	personalized	ADJ
fbem-30040	146	21	support	support	NOUN
fbem-30040	146	22	programs	program	NOUN
fbem-30040	146	23	(	(	PUNCT
fbem-30040	146	24	davenport	davenport	PROPN
fbem-30040	146	25	&	&	CCONJ
fbem-30040	146	26	ronanki	ronanki	PROPN
fbem-30040	146	27	,	,	PUNCT
fbem-30040	146	28	2018	2018	NUM
fbem-30040	146	29	)	)	PUNCT
fbem-30040	146	30	.	.	PUNCT
fbem-30040	147	1	another	another	DET
fbem-30040	147	2	significant	significant	ADJ
fbem-30040	147	3	trend	trend	NOUN
fbem-30040	147	4	is	be	AUX
fbem-30040	147	5	the	the	DET
fbem-30040	147	6	application	application	NOUN
fbem-30040	147	7	of	of	ADP
fbem-30040	147	8	ai	ai	VERB
fbem-30040	147	9	to	to	PART
fbem-30040	147	10	promote	promote	VERB
fbem-30040	147	11	diversity	diversity	NOUN
fbem-30040	147	12	and	and	CCONJ
fbem-30040	147	13	inclusion	inclusion	NOUN
fbem-30040	147	14	in	in	ADP
fbem-30040	147	15	the	the	DET
fbem-30040	147	16	workplace	workplace	NOUN
fbem-30040	147	17	.	.	PUNCT
fbem-30040	148	1	ai	ai	AUX
fbem-30040	148	2	algorithms	algorithm	NOUN
fbem-30040	148	3	can	can	AUX
fbem-30040	148	4	be	be	AUX
fbem-30040	148	5	used	use	VERB
fbem-30040	148	6	to	to	PART
fbem-30040	148	7	identify	identify	VERB
fbem-30040	148	8	and	and	CCONJ
fbem-30040	148	9	mitigate	mitigate	VERB
fbem-30040	148	10	biases	bias	NOUN
fbem-30040	148	11	in	in	ADP
fbem-30040	148	12	recruitment	recruitment	NOUN
fbem-30040	148	13	and	and	CCONJ
fbem-30040	148	14	promotion	promotion	NOUN
fbem-30040	148	15	processes	process	NOUN
fbem-30040	148	16	,	,	PUNCT
fbem-30040	148	17	ensuring	ensure	VERB
fbem-30040	148	18	that	that	SCONJ
fbem-30040	148	19	talent	talent	NOUN
fbem-30040	148	20	acquisition	acquisition	NOUN
fbem-30040	148	21	and	and	CCONJ
fbem-30040	148	22	development	development	NOUN
fbem-30040	148	23	initiatives	initiative	NOUN
fbem-30040	148	24	are	be	AUX
fbem-30040	148	25	equitable	equitable	ADJ
fbem-30040	148	26	and	and	CCONJ
fbem-30040	148	27	inclusive	inclusive	ADJ
fbem-30040	148	28	(	(	PUNCT
fbem-30040	148	29	cascio	cascio	PROPN
fbem-30040	148	30	&	&	CCONJ
fbem-30040	148	31	aguinis	aguinis	PROPN
fbem-30040	148	32	,	,	PUNCT
fbem-30040	148	33	2019	2019	NUM
fbem-30040	148	34	)	)	PUNCT
fbem-30040	148	35	.	.	PUNCT
fbem-30040	149	1	furthermore	furthermore	ADV
fbem-30040	149	2	,	,	PUNCT
fbem-30040	149	3	ai	ai	INTJ
fbem-30040	149	4	is	be	AUX
fbem-30040	149	5	expected	expect	VERB
fbem-30040	149	6	to	to	PART
fbem-30040	149	7	play	play	VERB
fbem-30040	149	8	a	a	DET
fbem-30040	149	9	crucial	crucial	ADJ
fbem-30040	149	10	role	role	NOUN
fbem-30040	149	11	in	in	ADP
fbem-30040	149	12	talent	talent	NOUN
fbem-30040	149	13	mobility	mobility	NOUN
fbem-30040	149	14	,	,	PUNCT
fbem-30040	149	15	facilitating	facilitate	VERB
fbem-30040	149	16	seamless	seamless	ADJ
fbem-30040	149	17	employee	employee	NOUN
fbem-30040	149	18	transitions	transition	NOUN
fbem-30040	149	19	within	within	ADP
fbem-30040	149	20	organizations	organization	NOUN
fbem-30040	149	21	.	.	PUNCT
fbem-30040	150	1	aipowered	aipowere	VERB
fbem-30040	150	2	platforms	platform	NOUN
fbem-30040	150	3	can	can	AUX
fbem-30040	150	4	analyze	analyze	VERB
fbem-30040	150	5	employee	employee	NOUN
fbem-30040	150	6	skills	skill	NOUN
fbem-30040	150	7	and	and	CCONJ
fbem-30040	150	8	career	career	NOUN
fbem-30040	150	9	aspirations	aspiration	NOUN
fbem-30040	150	10	,	,	PUNCT
fbem-30040	150	11	recommending	recommend	VERB
fbem-30040	150	12	personalized	personalized	ADJ
fbem-30040	150	13	development	development	NOUN
fbem-30040	150	14	paths	path	NOUN
fbem-30040	150	15	and	and	CCONJ
fbem-30040	150	16	identifying	identify	VERB
fbem-30040	150	17	suitable	suitable	ADJ
fbem-30040	150	18	internal	internal	ADJ
fbem-30040	150	19	opportunities	opportunity	NOUN
fbem-30040	150	20	(	(	PUNCT
fbem-30040	150	21	deloitte	deloitte	NOUN
fbem-30040	150	22	,	,	PUNCT
fbem-30040	150	23	2019	2019	NUM
fbem-30040	150	24	)	)	PUNCT
fbem-30040	150	25	.	.	PUNCT
fbem-30040	151	1	5.2	5.2	NUM
fbem-30040	151	2	.	.	PUNCT
fbem-30040	151	3	impact	impact	NOUN
fbem-30040	151	4	of	of	ADP
fbem-30040	151	5	ai	ai	VERB
fbem-30040	151	6	on	on	ADP
fbem-30040	151	7	the	the	DET
fbem-30040	151	8	future	future	NOUN
fbem-30040	151	9	of	of	ADP
fbem-30040	151	10	work	work	NOUN
fbem-30040	151	11	the	the	DET
fbem-30040	151	12	advent	advent	NOUN
fbem-30040	151	13	of	of	ADP
fbem-30040	151	14	ai	ai	PROPN
fbem-30040	151	15	has	have	AUX
fbem-30040	151	16	sparked	spark	VERB
fbem-30040	151	17	widespread	widespread	ADJ
fbem-30040	151	18	discussions	discussion	NOUN
fbem-30040	151	19	about	about	ADP
fbem-30040	151	20	its	its	PRON
fbem-30040	151	21	implications	implication	NOUN
fbem-30040	151	22	for	for	ADP
fbem-30040	151	23	the	the	DET
fbem-30040	151	24	future	future	NOUN
fbem-30040	151	25	of	of	ADP
fbem-30040	151	26	work	work	NOUN
fbem-30040	151	27	.	.	PUNCT
fbem-30040	152	1	while	while	SCONJ
fbem-30040	152	2	ai	ai	VERB
fbem-30040	152	3	offers	offer	VERB
fbem-30040	152	4	significant	significant	ADJ
fbem-30040	152	5	opportunities	opportunity	NOUN
fbem-30040	152	6	for	for	ADP
fbem-30040	152	7	efficiency	efficiency	NOUN
fbem-30040	152	8	and	and	CCONJ
fbem-30040	152	9	productivity	productivity	NOUN
fbem-30040	152	10	,	,	PUNCT
fbem-30040	152	11	it	it	PRON
fbem-30040	152	12	also	also	ADV
fbem-30040	152	13	raises	raise	VERB
fbem-30040	152	14	concerns	concern	NOUN
fbem-30040	152	15	about	about	ADP
fbem-30040	152	16	job	job	NOUN
fbem-30040	152	17	displacement	displacement	NOUN
fbem-30040	152	18	(	(	PUNCT
fbem-30040	152	19	acemoglu	acemoglu	PROPN
fbem-30040	152	20	&	&	CCONJ
fbem-30040	152	21	restrepo	restrepo	PROPN
fbem-30040	152	22	,	,	PUNCT
fbem-30040	152	23	2018	2018	NUM
fbem-30040	152	24	)	)	PUNCT
fbem-30040	152	25	.	.	PUNCT
fbem-30040	153	1	automation	automation	NOUN
fbem-30040	153	2	,	,	PUNCT
fbem-30040	153	3	powered	power	VERB
fbem-30040	153	4	by	by	ADP
fbem-30040	153	5	ai	ai	NOUN
fbem-30040	153	6	,	,	PUNCT
fbem-30040	153	7	has	have	VERB
fbem-30040	153	8	the	the	DET
fbem-30040	153	9	potential	potential	NOUN
fbem-30040	153	10	to	to	PART
fbem-30040	153	11	replace	replace	VERB
fbem-30040	153	12	certain	certain	ADJ
fbem-30040	153	13	tasks	task	NOUN
fbem-30040	153	14	traditionally	traditionally	ADV
fbem-30040	153	15	performed	perform	VERB
fbem-30040	153	16	by	by	ADP
fbem-30040	153	17	humans	human	NOUN
fbem-30040	153	18	,	,	PUNCT
fbem-30040	153	19	particularly	particularly	ADV
fbem-30040	153	20	in	in	ADP
fbem-30040	153	21	routine	routine	ADJ
fbem-30040	153	22	and	and	CCONJ
fbem-30040	153	23	repetitive	repetitive	ADJ
fbem-30040	153	24	jobs	job	NOUN
fbem-30040	153	25	(	(	PUNCT
fbem-30040	153	26	frey	frey	PROPN
fbem-30040	153	27	&	&	CCONJ
fbem-30040	153	28	osborne	osborne	PROPN
fbem-30040	153	29	,	,	PUNCT
fbem-30040	153	30	2017	2017	NUM
fbem-30040	153	31	)	)	PUNCT
fbem-30040	153	32	.	.	PUNCT
fbem-30040	154	1	this	this	DET
fbem-30040	154	2	potential	potential	ADJ
fbem-30040	154	3	job	job	NOUN
fbem-30040	154	4	displacement	displacement	NOUN
fbem-30040	154	5	necessitates	necessitate	VERB
fbem-30040	154	6	a	a	DET
fbem-30040	154	7	focus	focus	NOUN
fbem-30040	154	8	on	on	ADP
fbem-30040	154	9	reskilling	reskille	VERB
fbem-30040	154	10	and	and	CCONJ
fbem-30040	154	11	upskilling	upskille	VERB
fbem-30040	154	12	the	the	DET
fbem-30040	154	13	workforce	workforce	NOUN
fbem-30040	154	14	to	to	PART
fbem-30040	154	15	adapt	adapt	VERB
fbem-30040	154	16	to	to	ADP
fbem-30040	154	17	the	the	DET
fbem-30040	154	18	changing	change	VERB
fbem-30040	154	19	demands	demand	NOUN
fbem-30040	154	20	of	of	ADP
fbem-30040	154	21	the	the	DET
fbem-30040	154	22	labor	labor	NOUN
fbem-30040	154	23	market	market	NOUN
fbem-30040	154	24	(	(	PUNCT
fbem-30040	154	25	world	world	PROPN
fbem-30040	154	26	economic	economic	PROPN
fbem-30040	154	27	forum	forum	PROPN
fbem-30040	154	28	,	,	PUNCT
fbem-30040	154	29	2020	2020	NUM
fbem-30040	154	30	)	)	PUNCT
fbem-30040	154	31	.	.	PUNCT
fbem-30040	155	1	ai	ai	VERB
fbem-30040	155	2	is	be	AUX
fbem-30040	155	3	not	not	PART
fbem-30040	155	4	merely	merely	ADV
fbem-30040	155	5	replacing	replace	VERB
fbem-30040	155	6	jobs	job	NOUN
fbem-30040	155	7	but	but	CCONJ
fbem-30040	155	8	also	also	ADV
fbem-30040	155	9	transforming	transform	VERB
fbem-30040	155	10	the	the	DET
fbem-30040	155	11	nature	nature	NOUN
fbem-30040	155	12	of	of	ADP
fbem-30040	155	13	work	work	NOUN
fbem-30040	155	14	itself	itself	PRON
fbem-30040	155	15	.	.	PUNCT
fbem-30040	156	1	the	the	DET
fbem-30040	156	2	rise	rise	NOUN
fbem-30040	156	3	of	of	ADP
fbem-30040	156	4	ai	ai	ADJ
fbem-30040	156	5	-	-	PUNCT
fbem-30040	156	6	powered	power	VERB
fbem-30040	156	7	tools	tool	NOUN
fbem-30040	156	8	and	and	CCONJ
fbem-30040	156	9	platforms	platform	NOUN
fbem-30040	156	10	is	be	AUX
fbem-30040	156	11	leading	lead	VERB
fbem-30040	156	12	to	to	ADP
fbem-30040	156	13	the	the	DET
fbem-30040	156	14	emergence	emergence	NOUN
fbem-30040	156	15	of	of	ADP
fbem-30040	156	16	new	new	ADJ
fbem-30040	156	17	roles	role	NOUN
fbem-30040	156	18	and	and	CCONJ
fbem-30040	156	19	skill	skill	NOUN
fbem-30040	156	20	sets	set	NOUN
fbem-30040	156	21	.	.	PUNCT
fbem-30040	157	1	for	for	ADP
fbem-30040	157	2	example	example	NOUN
fbem-30040	157	3	,	,	PUNCT
fbem-30040	157	4	ai	ai	VERB
fbem-30040	157	5	engineers	engineer	NOUN
fbem-30040	157	6	,	,	PUNCT
fbem-30040	157	7	data	datum	NOUN
fbem-30040	157	8	scientists	scientist	NOUN
fbem-30040	157	9	,	,	PUNCT
fbem-30040	157	10	and	and	CCONJ
fbem-30040	157	11	ai	ai	VERB
fbem-30040	157	12	ethics	ethic	NOUN
fbem-30040	157	13	specialists	specialist	NOUN
fbem-30040	157	14	are	be	AUX
fbem-30040	157	15	becoming	become	VERB
fbem-30040	157	16	increasingly	increasingly	ADV
fbem-30040	157	17	in	in	ADP
fbem-30040	157	18	demand	demand	NOUN
fbem-30040	157	19	(	(	PUNCT
fbem-30040	157	20	mckinsey	mckinsey	PROPN
fbem-30040	157	21	global	global	PROPN
fbem-30040	157	22	institute	institute	PROPN
fbem-30040	157	23	,	,	PUNCT
fbem-30040	157	24	2017	2017	NUM
fbem-30040	157	25	)	)	PUNCT
fbem-30040	157	26	.	.	PUNCT
fbem-30040	158	1	furthermore	furthermore	ADV
fbem-30040	158	2	,	,	PUNCT
fbem-30040	158	3	ai	ai	AUX
fbem-30040	158	4	is	be	AUX
fbem-30040	158	5	augmenting	augment	VERB
fbem-30040	158	6	human	human	ADJ
fbem-30040	158	7	capabilities	capability	NOUN
fbem-30040	158	8	,	,	PUNCT
fbem-30040	158	9	enabling	enable	VERB
fbem-30040	158	10	workers	worker	NOUN
fbem-30040	158	11	to	to	PART
fbem-30040	158	12	perform	perform	VERB
fbem-30040	158	13	tasks	task	NOUN
fbem-30040	158	14	more	more	ADV
fbem-30040	158	15	efficiently	efficiently	ADV
fbem-30040	158	16	and	and	CCONJ
fbem-30040	158	17	effectively	effectively	ADV
fbem-30040	158	18	(	(	PUNCT
fbem-30040	158	19	brynjolfsson	brynjolfsson	NOUN
fbem-30040	158	20	&	&	CCONJ
fbem-30040	158	21	mcafee	mcafee	PROPN
fbem-30040	158	22	,	,	PUNCT
fbem-30040	158	23	2014	2014	NUM
fbem-30040	158	24	)	)	PUNCT
fbem-30040	158	25	.	.	PUNCT
fbem-30040	159	1	this	this	DET
fbem-30040	159	2	augmentation	augmentation	NOUN
fbem-30040	159	3	of	of	ADP
fbem-30040	159	4	human	human	ADJ
fbem-30040	159	5	capabilities	capability	NOUN
fbem-30040	159	6	can	can	AUX
fbem-30040	159	7	lead	lead	VERB
fbem-30040	159	8	to	to	ADP
fbem-30040	159	9	increased	increase	VERB
fbem-30040	159	10	productivity	productivity	NOUN
fbem-30040	159	11	,	,	PUNCT
fbem-30040	159	12	innovation	innovation	NOUN
fbem-30040	159	13	,	,	PUNCT
fbem-30040	159	14	and	and	CCONJ
fbem-30040	159	15	job	job	NOUN
fbem-30040	159	16	satisfaction	satisfaction	NOUN
fbem-30040	159	17	.	.	PUNCT
fbem-30040	160	1	the	the	DET
fbem-30040	160	2	impact	impact	NOUN
fbem-30040	160	3	of	of	ADP
fbem-30040	160	4	ai	ai	VERB
fbem-30040	160	5	on	on	ADP
fbem-30040	160	6	the	the	DET
fbem-30040	160	7	future	future	NOUN
fbem-30040	160	8	of	of	ADP
fbem-30040	160	9	work	work	NOUN
fbem-30040	160	10	is	be	AUX
fbem-30040	160	11	multifaceted	multifacete	VERB
fbem-30040	160	12	and	and	CCONJ
fbem-30040	160	13	requires	require	VERB
fbem-30040	160	14	a	a	DET
fbem-30040	160	15	nuanced	nuanced	ADJ
fbem-30040	160	16	approach	approach	NOUN
fbem-30040	160	17	.	.	PUNCT
fbem-30040	161	1	while	while	SCONJ
fbem-30040	161	2	job	job	NOUN
fbem-30040	161	3	displacement	displacement	NOUN
fbem-30040	161	4	is	be	AUX
fbem-30040	161	5	a	a	DET
fbem-30040	161	6	legitimate	legitimate	ADJ
fbem-30040	161	7	concern	concern	NOUN
fbem-30040	161	8	,	,	PUNCT
fbem-30040	161	9	it	it	PRON
fbem-30040	161	10	is	be	AUX
fbem-30040	161	11	essential	essential	ADJ
fbem-30040	161	12	to	to	PART
fbem-30040	161	13	recognize	recognize	VERB
fbem-30040	161	14	the	the	DET
fbem-30040	161	15	potential	potential	NOUN
fbem-30040	161	16	for	for	SCONJ
fbem-30040	161	17	ai	ai	NOUN
fbem-30040	161	18	to	to	PART
fbem-30040	161	19	create	create	VERB
fbem-30040	161	20	new	new	ADJ
fbem-30040	161	21	opportunities	opportunity	NOUN
fbem-30040	161	22	and	and	CCONJ
fbem-30040	161	23	enhance	enhance	VERB
fbem-30040	161	24	existing	exist	VERB
fbem-30040	161	25	roles	role	NOUN
fbem-30040	161	26	.	.	PUNCT
fbem-30040	162	1	a	a	DET
fbem-30040	162	2	proactive	proactive	ADJ
fbem-30040	162	3	strategy	strategy	NOUN
fbem-30040	162	4	that	that	PRON
fbem-30040	162	5	focuses	focus	VERB
fbem-30040	162	6	on	on	ADP
fbem-30040	162	7	reskilling	reskille	VERB
fbem-30040	162	8	,	,	PUNCT
fbem-30040	162	9	upskilling	upskilling	NOUN
fbem-30040	162	10	,	,	PUNCT
fbem-30040	162	11	and	and	CCONJ
fbem-30040	162	12	33	33	NUM
fbem-30040	162	13	adapting	adapt	VERB
fbem-30040	162	14	to	to	ADP
fbem-30040	162	15	the	the	DET
fbem-30040	162	16	evolving	evolve	VERB
fbem-30040	162	17	nature	nature	NOUN
fbem-30040	162	18	of	of	ADP
fbem-30040	162	19	work	work	NOUN
fbem-30040	162	20	is	be	AUX
fbem-30040	162	21	crucial	crucial	ADJ
fbem-30040	162	22	to	to	AUX
fbem-30040	162	23	harness	harness	VERB
fbem-30040	162	24	the	the	DET
fbem-30040	162	25	benefits	benefit	NOUN
fbem-30040	162	26	of	of	ADP
fbem-30040	162	27	ai	ai	NOUN
fbem-30040	162	28	while	while	SCONJ
fbem-30040	162	29	mitigating	mitigate	VERB
fbem-30040	162	30	its	its	PRON
fbem-30040	162	31	potential	potential	ADJ
fbem-30040	162	32	downsides	downside	NOUN
fbem-30040	162	33	.	.	PUNCT
fbem-30040	163	1	6	6	X
fbem-30040	163	2	.	.	X
fbem-30040	163	3	conclusion	conclusion	NOUN
fbem-30040	163	4	6.1	6.1	NUM
fbem-30040	163	5	.	.	PUNCT
fbem-30040	164	1	summary	summary	NOUN
fbem-30040	164	2	of	of	ADP
fbem-30040	164	3	key	key	ADJ
fbem-30040	164	4	findings	finding	NOUN
fbem-30040	164	5	this	this	DET
fbem-30040	164	6	research	research	NOUN
fbem-30040	164	7	has	have	AUX
fbem-30040	164	8	demonstrated	demonstrate	VERB
fbem-30040	164	9	the	the	DET
fbem-30040	164	10	significant	significant	ADJ
fbem-30040	164	11	potential	potential	NOUN
fbem-30040	164	12	of	of	ADP
fbem-30040	164	13	ai	ai	VERB
fbem-30040	164	14	to	to	PART
fbem-30040	164	15	revolutionize	revolutionize	VERB
fbem-30040	164	16	hrm	hrm	PROPN
fbem-30040	164	17	practices	practice	NOUN
fbem-30040	164	18	,	,	PUNCT
fbem-30040	164	19	offering	offer	VERB
fbem-30040	164	20	numerous	numerous	ADJ
fbem-30040	164	21	benefits	benefit	NOUN
fbem-30040	164	22	such	such	ADJ
fbem-30040	164	23	as	as	ADP
fbem-30040	164	24	improved	improved	ADJ
fbem-30040	164	25	efficiency	efficiency	NOUN
fbem-30040	164	26	,	,	PUNCT
fbem-30040	164	27	enhanced	enhanced	ADJ
fbem-30040	164	28	decisionmaking	decisionmaking	NOUN
fbem-30040	164	29	,	,	PUNCT
fbem-30040	164	30	and	and	CCONJ
fbem-30040	164	31	personalized	personalized	ADJ
fbem-30040	164	32	employee	employee	NOUN
fbem-30040	164	33	experiences	experience	NOUN
fbem-30040	164	34	(	(	PUNCT
fbem-30040	164	35	marler	marler	NOUN
fbem-30040	164	36	&	&	CCONJ
fbem-30040	164	37	marr	marr	PROPN
fbem-30040	164	38	,	,	PUNCT
fbem-30040	164	39	2021	2021	NUM
fbem-30040	164	40	)	)	PUNCT
fbem-30040	164	41	.	.	PUNCT
fbem-30040	165	1	however	however	ADV
fbem-30040	165	2	,	,	PUNCT
fbem-30040	165	3	the	the	DET
fbem-30040	165	4	ethical	ethical	ADJ
fbem-30040	165	5	implications	implication	NOUN
fbem-30040	165	6	of	of	ADP
fbem-30040	165	7	ai	ai	ADJ
fbem-30040	165	8	deployment	deployment	NOUN
fbem-30040	165	9	in	in	ADP
fbem-30040	165	10	hrm	hrm	PROPN
fbem-30040	165	11	can	can	AUX
fbem-30040	165	12	not	not	PART
fbem-30040	165	13	be	be	AUX
fbem-30040	165	14	overlooked	overlook	VERB
fbem-30040	165	15	.	.	PUNCT
fbem-30040	166	1	the	the	DET
fbem-30040	166	2	study	study	NOUN
fbem-30040	166	3	highlights	highlight	VERB
fbem-30040	166	4	the	the	DET
fbem-30040	166	5	need	need	NOUN
fbem-30040	166	6	for	for	ADP
fbem-30040	166	7	a	a	DET
fbem-30040	166	8	framework	framework	NOUN
fbem-30040	166	9	that	that	PRON
fbem-30040	166	10	ensures	ensure	VERB
fbem-30040	166	11	responsible	responsible	ADJ
fbem-30040	166	12	and	and	CCONJ
fbem-30040	166	13	ethical	ethical	ADJ
fbem-30040	166	14	ai	ai	NOUN
fbem-30040	166	15	implementation	implementation	NOUN
fbem-30040	166	16	,	,	PUNCT
fbem-30040	166	17	prioritizing	prioritize	VERB
fbem-30040	166	18	human	human	ADJ
fbem-30040	166	19	values	value	NOUN
fbem-30040	166	20	and	and	CCONJ
fbem-30040	166	21	safeguarding	safeguard	VERB
fbem-30040	166	22	employee	employee	NOUN
fbem-30040	166	23	rights	right	NOUN
fbem-30040	166	24	(	(	PUNCT
fbem-30040	166	25	castelfranchi	castelfranchi	NOUN
fbem-30040	166	26	et	et	PROPN
fbem-30040	166	27	al	al	PROPN
fbem-30040	166	28	.	.	PROPN
fbem-30040	166	29	,	,	PUNCT
fbem-30040	166	30	2020	2020	NUM
fbem-30040	166	31	)	)	PUNCT
fbem-30040	166	32	.	.	PUNCT
fbem-30040	167	1	this	this	DET
fbem-30040	167	2	framework	framework	NOUN
fbem-30040	167	3	should	should	AUX
fbem-30040	167	4	address	address	VERB
fbem-30040	167	5	concerns	concern	NOUN
fbem-30040	167	6	regarding	regard	VERB
fbem-30040	167	7	bias	bias	NOUN
fbem-30040	167	8	,	,	PUNCT
fbem-30040	167	9	transparency	transparency	NOUN
fbem-30040	167	10	,	,	PUNCT
fbem-30040	167	11	accountability	accountability	NOUN
fbem-30040	167	12	,	,	PUNCT
fbem-30040	167	13	and	and	CCONJ
fbem-30040	167	14	the	the	DET
fbem-30040	167	15	potential	potential	NOUN
fbem-30040	167	16	for	for	ADP
fbem-30040	167	17	job	job	NOUN
fbem-30040	167	18	displacement	displacement	NOUN
fbem-30040	167	19	(	(	PUNCT
fbem-30040	167	20	brynjolfsson	brynjolfsson	NOUN
fbem-30040	167	21	&	&	CCONJ
fbem-30040	167	22	mcafee	mcafee	PROPN
fbem-30040	167	23	,	,	PUNCT
fbem-30040	167	24	2014	2014	NUM
fbem-30040	167	25	)	)	PUNCT
fbem-30040	167	26	.	.	PUNCT
fbem-30040	168	1	the	the	DET
fbem-30040	168	2	research	research	NOUN
fbem-30040	168	3	underscores	underscore	VERB
fbem-30040	168	4	the	the	DET
fbem-30040	168	5	importance	importance	NOUN
fbem-30040	168	6	of	of	ADP
fbem-30040	168	7	developing	develop	VERB
fbem-30040	168	8	a	a	DET
fbem-30040	168	9	comprehensive	comprehensive	ADJ
fbem-30040	168	10	understanding	understanding	NOUN
fbem-30040	168	11	of	of	ADP
fbem-30040	168	12	the	the	DET
fbem-30040	168	13	ethical	ethical	ADJ
fbem-30040	168	14	and	and	CCONJ
fbem-30040	168	15	societal	societal	ADJ
fbem-30040	168	16	implications	implication	NOUN
fbem-30040	168	17	of	of	ADP
fbem-30040	168	18	ai	ai	NOUN
fbem-30040	168	19	in	in	ADP
fbem-30040	168	20	hrm	hrm	PROPN
fbem-30040	168	21	.	.	PUNCT
fbem-30040	169	1	this	this	PRON
fbem-30040	169	2	includes	include	VERB
fbem-30040	169	3	engaging	engage	VERB
fbem-30040	169	4	stakeholders	stakeholder	NOUN
fbem-30040	169	5	,	,	PUNCT
fbem-30040	169	6	establishing	establish	VERB
fbem-30040	169	7	clear	clear	ADJ
fbem-30040	169	8	guidelines	guideline	NOUN
fbem-30040	169	9	for	for	ADP
fbem-30040	169	10	ai	ai	NOUN
fbem-30040	169	11	use	use	NOUN
fbem-30040	169	12	,	,	PUNCT
fbem-30040	169	13	and	and	CCONJ
fbem-30040	169	14	fostering	foster	VERB
fbem-30040	169	15	a	a	DET
fbem-30040	169	16	culture	culture	NOUN
fbem-30040	169	17	of	of	ADP
fbem-30040	169	18	transparency	transparency	NOUN
fbem-30040	169	19	and	and	CCONJ
fbem-30040	169	20	accountability	accountability	NOUN
fbem-30040	169	21	.	.	PUNCT
fbem-30040	170	1	by	by	ADP
fbem-30040	170	2	addressing	address	VERB
fbem-30040	170	3	these	these	DET
fbem-30040	170	4	concerns	concern	NOUN
fbem-30040	170	5	,	,	PUNCT
fbem-30040	170	6	organizations	organization	NOUN
fbem-30040	170	7	can	can	AUX
fbem-30040	170	8	harness	harness	VERB
fbem-30040	170	9	the	the	DET
fbem-30040	170	10	transformative	transformative	ADJ
fbem-30040	170	11	power	power	NOUN
fbem-30040	170	12	of	of	ADP
fbem-30040	170	13	ai	ai	NOUN
fbem-30040	170	14	while	while	SCONJ
fbem-30040	170	15	upholding	uphold	VERB
fbem-30040	170	16	ethical	ethical	ADJ
fbem-30040	170	17	principles	principle	NOUN
fbem-30040	170	18	and	and	CCONJ
fbem-30040	170	19	promoting	promote	VERB
fbem-30040	170	20	a	a	DET
fbem-30040	170	21	fair	fair	ADJ
fbem-30040	170	22	and	and	CCONJ
fbem-30040	170	23	inclusive	inclusive	ADJ
fbem-30040	170	24	workplace	workplace	NOUN
fbem-30040	170	25	.	.	PUNCT
fbem-30040	171	1	6.2	6.2	NUM
fbem-30040	171	2	.	.	PUNCT
fbem-30040	171	3	recommendations	recommendation	NOUN
fbem-30040	171	4	for	for	ADP
fbem-30040	171	5	future	future	ADJ
fbem-30040	171	6	research	research	NOUN
fbem-30040	171	7	further	further	ADJ
fbem-30040	171	8	research	research	NOUN
fbem-30040	171	9	is	be	AUX
fbem-30040	171	10	warranted	warrant	VERB
fbem-30040	171	11	to	to	PART
fbem-30040	171	12	explore	explore	VERB
fbem-30040	171	13	the	the	DET
fbem-30040	171	14	multifaceted	multifaceted	ADJ
fbem-30040	171	15	implications	implication	NOUN
fbem-30040	171	16	of	of	ADP
fbem-30040	171	17	ai	ai	NOUN
fbem-30040	171	18	in	in	ADP
fbem-30040	171	19	hrm	hrm	PROPN
fbem-30040	171	20	.	.	PUNCT
fbem-30040	172	1	one	one	NUM
fbem-30040	172	2	promising	promise	VERB
fbem-30040	172	3	avenue	avenue	NOUN
fbem-30040	172	4	is	be	AUX
fbem-30040	172	5	to	to	PART
fbem-30040	172	6	investigate	investigate	VERB
fbem-30040	172	7	the	the	DET
fbem-30040	172	8	impact	impact	NOUN
fbem-30040	172	9	of	of	ADP
fbem-30040	172	10	ai	ai	VERB
fbem-30040	172	11	on	on	ADP
fbem-30040	172	12	employee	employee	NOUN
fbem-30040	172	13	well	well	ADV
fbem-30040	172	14	-	-	PUNCT
fbem-30040	172	15	being	being	NOUN
fbem-30040	172	16	and	and	CCONJ
fbem-30040	172	17	job	job	NOUN
fbem-30040	172	18	satisfaction	satisfaction	NOUN
fbem-30040	172	19	(	(	PUNCT
fbem-30040	172	20	boudreau	boudreau	PROPN
fbem-30040	172	21	et	et	PROPN
fbem-30040	172	22	al	al	PROPN
fbem-30040	172	23	.	.	PROPN
fbem-30040	172	24	,	,	PUNCT
fbem-30040	172	25	2021	2021	NUM
fbem-30040	172	26	)	)	PUNCT
fbem-30040	172	27	.	.	PUNCT
fbem-30040	173	1	for	for	ADP
fbem-30040	173	2	instance	instance	NOUN
fbem-30040	173	3	,	,	PUNCT
fbem-30040	173	4	examining	examine	VERB
fbem-30040	173	5	how	how	SCONJ
fbem-30040	173	6	ai	ai	AUX
fbem-30040	173	7	-	-	PUNCT
fbem-30040	173	8	driven	drive	VERB
fbem-30040	173	9	performance	performance	NOUN
fbem-30040	173	10	management	management	NOUN
fbem-30040	173	11	systems	system	NOUN
fbem-30040	173	12	affect	affect	VERB
fbem-30040	173	13	employee	employee	NOUN
fbem-30040	173	14	motivation	motivation	NOUN
fbem-30040	173	15	and	and	CCONJ
fbem-30040	173	16	engagement	engagement	NOUN
fbem-30040	173	17	is	be	AUX
fbem-30040	173	18	crucial	crucial	ADJ
fbem-30040	173	19	.	.	PUNCT
fbem-30040	174	1	moreover	moreover	ADV
fbem-30040	174	2	,	,	PUNCT
fbem-30040	174	3	developing	develop	VERB
fbem-30040	174	4	ethical	ethical	ADJ
fbem-30040	174	5	frameworks	framework	NOUN
fbem-30040	174	6	for	for	ADP
fbem-30040	174	7	ai	ai	PROPN
fbem-30040	174	8	deployment	deployment	NOUN
fbem-30040	174	9	in	in	ADP
fbem-30040	174	10	hrm	hrm	PROPN
fbem-30040	174	11	is	be	AUX
fbem-30040	174	12	essential	essential	ADJ
fbem-30040	174	13	.	.	PUNCT
fbem-30040	175	1	this	this	PRON
fbem-30040	175	2	involves	involve	VERB
fbem-30040	175	3	considering	consider	VERB
fbem-30040	175	4	issues	issue	NOUN
fbem-30040	175	5	such	such	ADJ
fbem-30040	175	6	as	as	ADP
fbem-30040	175	7	algorithmic	algorithmic	ADJ
fbem-30040	175	8	bias	bias	NOUN
fbem-30040	175	9	,	,	PUNCT
fbem-30040	175	10	data	data	NOUN
fbem-30040	175	11	privacy	privacy	NOUN
fbem-30040	175	12	,	,	PUNCT
fbem-30040	175	13	and	and	CCONJ
fbem-30040	175	14	transparency	transparency	NOUN
fbem-30040	175	15	(	(	PUNCT
fbem-30040	175	16	guthrie	guthrie	PROPN
fbem-30040	175	17	et	et	PROPN
fbem-30040	175	18	al	al	PROPN
fbem-30040	175	19	.	.	PROPN
fbem-30040	175	20	,	,	PUNCT
fbem-30040	175	21	2022	2022	NUM
fbem-30040	175	22	)	)	PUNCT
fbem-30040	175	23	.	.	PUNCT
fbem-30040	176	1	research	research	NOUN
fbem-30040	176	2	on	on	ADP
fbem-30040	176	3	the	the	DET
fbem-30040	176	4	intersection	intersection	NOUN
fbem-30040	176	5	of	of	ADP
fbem-30040	176	6	ai	ai	NOUN
fbem-30040	176	7	,	,	PUNCT
fbem-30040	176	8	ethics	ethic	NOUN
fbem-30040	176	9	,	,	PUNCT
fbem-30040	176	10	and	and	CCONJ
fbem-30040	176	11	hrm	hrm	PROPN
fbem-30040	176	12	can	can	AUX
fbem-30040	176	13	contribute	contribute	VERB
fbem-30040	176	14	to	to	ADP
fbem-30040	176	15	responsible	responsible	ADJ
fbem-30040	176	16	and	and	CCONJ
fbem-30040	176	17	equitable	equitable	ADJ
fbem-30040	176	18	ai	ai	VERB
fbem-30040	176	19	implementation	implementation	NOUN
fbem-30040	176	20	.	.	PUNCT
fbem-30040	177	1	finally	finally	ADV
fbem-30040	177	2	,	,	PUNCT
fbem-30040	177	3	future	future	ADJ
fbem-30040	177	4	research	research	NOUN
fbem-30040	177	5	should	should	AUX
fbem-30040	177	6	focus	focus	VERB
fbem-30040	177	7	on	on	ADP
fbem-30040	177	8	the	the	DET
fbem-30040	177	9	impact	impact	NOUN
fbem-30040	177	10	of	of	ADP
fbem-30040	177	11	ai	ai	VERB
fbem-30040	177	12	on	on	ADP
fbem-30040	177	13	the	the	DET
fbem-30040	177	14	future	future	NOUN
fbem-30040	177	15	of	of	ADP
fbem-30040	177	16	work	work	NOUN
fbem-30040	177	17	,	,	PUNCT
fbem-30040	177	18	particularly	particularly	ADV
fbem-30040	177	19	in	in	ADP
fbem-30040	177	20	terms	term	NOUN
fbem-30040	177	21	of	of	ADP
fbem-30040	177	22	skills	skill	NOUN
fbem-30040	177	23	development	development	NOUN
fbem-30040	177	24	and	and	CCONJ
fbem-30040	177	25	workforce	workforce	NOUN
fbem-30040	177	26	adaptability	adaptability	NOUN
fbem-30040	177	27	(	(	PUNCT
fbem-30040	177	28	world	world	PROPN
fbem-30040	177	29	economic	economic	PROPN
fbem-30040	177	30	forum	forum	PROPN
fbem-30040	177	31	,	,	PUNCT
fbem-30040	177	32	2020	2020	NUM
fbem-30040	177	33	)	)	PUNCT
fbem-30040	177	34	.	.	PUNCT
fbem-30040	178	1	understanding	understand	VERB
fbem-30040	178	2	how	how	SCONJ
fbem-30040	178	3	ai	ai	AUX
fbem-30040	178	4	will	will	AUX
fbem-30040	178	5	reshape	reshape	VERB
fbem-30040	178	6	job	job	NOUN
fbem-30040	178	7	roles	role	NOUN
fbem-30040	178	8	and	and	CCONJ
fbem-30040	178	9	create	create	VERB
fbem-30040	178	10	new	new	ADJ
fbem-30040	178	11	opportunities	opportunity	NOUN
fbem-30040	178	12	is	be	AUX
fbem-30040	178	13	critical	critical	ADJ
fbem-30040	178	14	for	for	ADP
fbem-30040	178	15	ensuring	ensure	VERB
fbem-30040	178	16	a	a	DET
fbem-30040	178	17	smooth	smooth	ADJ
fbem-30040	178	18	transition	transition	NOUN
fbem-30040	178	19	to	to	ADP
fbem-30040	178	20	a	a	DET
fbem-30040	178	21	future	future	NOUN
fbem-30040	178	22	of	of	ADP
fbem-30040	178	23	work	work	NOUN
fbem-30040	178	24	driven	drive	VERB
fbem-30040	178	25	by	by	ADP
fbem-30040	178	26	ai	ai	PROPN
fbem-30040	178	27	.	.	PROPN
fbem-30040	178	28	6.3	6.3	NUM
fbem-30040	178	29	.	.	PUNCT
fbem-30040	179	1	implications	implication	NOUN
fbem-30040	179	2	for	for	ADP
fbem-30040	179	3	practice	practice	NOUN
fbem-30040	179	4	the	the	DET
fbem-30040	179	5	findings	finding	NOUN
fbem-30040	179	6	of	of	ADP
fbem-30040	179	7	this	this	DET
fbem-30040	179	8	research	research	NOUN
fbem-30040	179	9	have	have	VERB
fbem-30040	179	10	significant	significant	ADJ
fbem-30040	179	11	implications	implication	NOUN
fbem-30040	179	12	for	for	ADP
fbem-30040	179	13	hr	hr	NOUN
fbem-30040	179	14	professionals	professional	NOUN
fbem-30040	179	15	and	and	CCONJ
fbem-30040	179	16	organizations	organization	NOUN
fbem-30040	179	17	seeking	seek	VERB
fbem-30040	179	18	to	to	PART
fbem-30040	179	19	implement	implement	VERB
fbem-30040	179	20	ai	ai	PROPN
fbem-30040	179	21	in	in	ADP
fbem-30040	179	22	hrm	hrm	PROPN
fbem-30040	179	23	.	.	PUNCT
fbem-30040	180	1	firstly	firstly	ADV
fbem-30040	180	2	,	,	PUNCT
fbem-30040	180	3	it	it	PRON
fbem-30040	180	4	underscores	underscore	VERB
fbem-30040	180	5	the	the	DET
fbem-30040	180	6	importance	importance	NOUN
fbem-30040	180	7	of	of	ADP
fbem-30040	180	8	ethical	ethical	ADJ
fbem-30040	180	9	considerations	consideration	NOUN
fbem-30040	180	10	and	and	CCONJ
fbem-30040	180	11	the	the	DET
fbem-30040	180	12	need	need	NOUN
fbem-30040	180	13	for	for	ADP
fbem-30040	180	14	robust	robust	ADJ
fbem-30040	180	15	frameworks	framework	NOUN
fbem-30040	180	16	to	to	PART
fbem-30040	180	17	guide	guide	VERB
fbem-30040	180	18	responsible	responsible	ADJ
fbem-30040	180	19	ai	ai	PROPN
fbem-30040	180	20	deployment	deployment	NOUN
fbem-30040	180	21	(	(	PUNCT
fbem-30040	180	22	brynjolfsson	brynjolfsson	NOUN
fbem-30040	180	23	&	&	CCONJ
fbem-30040	180	24	mcafee	mcafee	PROPN
fbem-30040	180	25	,	,	PUNCT
fbem-30040	180	26	2017	2017	NUM
fbem-30040	180	27	)	)	PUNCT
fbem-30040	180	28	.	.	PUNCT
fbem-30040	181	1	organizations	organization	NOUN
fbem-30040	181	2	should	should	AUX
fbem-30040	181	3	prioritize	prioritize	VERB
fbem-30040	181	4	transparency	transparency	NOUN
fbem-30040	181	5	,	,	PUNCT
fbem-30040	181	6	fairness	fairness	NOUN
fbem-30040	181	7	,	,	PUNCT
fbem-30040	181	8	and	and	CCONJ
fbem-30040	181	9	accountability	accountability	NOUN
fbem-30040	181	10	in	in	ADP
fbem-30040	181	11	their	their	PRON
fbem-30040	181	12	ai	ai	PROPN
fbem-30040	181	13	systems	system	NOUN
fbem-30040	181	14	to	to	PART
fbem-30040	181	15	mitigate	mitigate	VERB
fbem-30040	181	16	potential	potential	ADJ
fbem-30040	181	17	biases	bias	NOUN
fbem-30040	181	18	and	and	CCONJ
fbem-30040	181	19	ensure	ensure	VERB
fbem-30040	181	20	ethical	ethical	ADJ
fbem-30040	181	21	treatment	treatment	NOUN
fbem-30040	181	22	of	of	ADP
fbem-30040	181	23	employees	employee	NOUN
fbem-30040	181	24	.	.	PUNCT
fbem-30040	182	1	secondly	secondly	ADV
fbem-30040	182	2	,	,	PUNCT
fbem-30040	182	3	the	the	DET
fbem-30040	182	4	research	research	NOUN
fbem-30040	182	5	highlights	highlight	VERB
fbem-30040	182	6	the	the	DET
fbem-30040	182	7	transformative	transformative	ADJ
fbem-30040	182	8	potential	potential	NOUN
fbem-30040	182	9	of	of	ADP
fbem-30040	182	10	ai	ai	NOUN
fbem-30040	182	11	in	in	ADP
fbem-30040	182	12	enhancing	enhance	VERB
fbem-30040	182	13	various	various	ADJ
fbem-30040	182	14	hr	hr	NOUN
fbem-30040	182	15	functions	function	NOUN
fbem-30040	182	16	,	,	PUNCT
fbem-30040	182	17	including	include	VERB
fbem-30040	182	18	recruitment	recruitment	NOUN
fbem-30040	182	19	,	,	PUNCT
fbem-30040	182	20	performance	performance	NOUN
fbem-30040	182	21	management	management	NOUN
fbem-30040	182	22	,	,	PUNCT
fbem-30040	182	23	and	and	CCONJ
fbem-30040	182	24	employee	employee	NOUN
fbem-30040	182	25	development	development	NOUN
fbem-30040	182	26	(	(	PUNCT
fbem-30040	182	27	cascio	cascio	NOUN
fbem-30040	182	28	,	,	PUNCT
fbem-30040	182	29	2018	2018	NUM
fbem-30040	182	30	)	)	PUNCT
fbem-30040	182	31	.	.	PUNCT
fbem-30040	183	1	however	however	ADV
fbem-30040	183	2	,	,	PUNCT
fbem-30040	183	3	it	it	PRON
fbem-30040	183	4	is	be	AUX
fbem-30040	183	5	crucial	crucial	ADJ
fbem-30040	183	6	to	to	PART
fbem-30040	183	7	acknowledge	acknowledge	VERB
fbem-30040	183	8	the	the	DET
fbem-30040	183	9	challenges	challenge	NOUN
fbem-30040	183	10	associated	associate	VERB
fbem-30040	183	11	with	with	ADP
fbem-30040	183	12	ai	ai	PRON
fbem-30040	183	13	implementation	implementation	NOUN
fbem-30040	183	14	,	,	PUNCT
fbem-30040	183	15	such	such	ADJ
fbem-30040	183	16	as	as	ADP
fbem-30040	183	17	the	the	DET
fbem-30040	183	18	need	need	NOUN
fbem-30040	183	19	for	for	ADP
fbem-30040	183	20	ongoing	ongoing	ADJ
fbem-30040	183	21	training	training	NOUN
fbem-30040	183	22	and	and	CCONJ
fbem-30040	183	23	development	development	NOUN
fbem-30040	183	24	to	to	PART
fbem-30040	183	25	ensure	ensure	VERB
fbem-30040	183	26	effective	effective	ADJ
fbem-30040	183	27	integration	integration	NOUN
fbem-30040	183	28	and	and	CCONJ
fbem-30040	183	29	utilization	utilization	NOUN
fbem-30040	183	30	.	.	PUNCT
fbem-30040	184	1	finally	finally	ADV
fbem-30040	184	2	,	,	PUNCT
fbem-30040	184	3	the	the	DET
fbem-30040	184	4	research	research	NOUN
fbem-30040	184	5	emphasizes	emphasize	VERB
fbem-30040	184	6	the	the	DET
fbem-30040	184	7	need	need	NOUN
fbem-30040	184	8	for	for	ADP
fbem-30040	184	9	ongoing	ongoing	ADJ
fbem-30040	184	10	monitoring	monitoring	NOUN
fbem-30040	184	11	and	and	CCONJ
fbem-30040	184	12	evaluation	evaluation	NOUN
fbem-30040	184	13	of	of	ADP
fbem-30040	184	14	ai	ai	PROPN
fbem-30040	184	15	systems	system	NOUN
fbem-30040	184	16	to	to	PART
fbem-30040	184	17	ensure	ensure	VERB
fbem-30040	184	18	they	they	PRON
fbem-30040	184	19	remain	remain	VERB
fbem-30040	184	20	aligned	aligned	ADJ
fbem-30040	184	21	with	with	ADP
fbem-30040	184	22	organizational	organizational	ADJ
fbem-30040	184	23	goals	goal	NOUN
fbem-30040	184	24	and	and	CCONJ
fbem-30040	184	25	ethical	ethical	ADJ
fbem-30040	184	26	principles	principle	NOUN
fbem-30040	184	27	.	.	PUNCT
fbem-30040	185	1	by	by	ADP
fbem-30040	185	2	embracing	embrace	VERB
fbem-30040	185	3	a	a	DET
fbem-30040	185	4	proactive	proactive	ADJ
fbem-30040	185	5	and	and	CCONJ
fbem-30040	185	6	data	data	NOUN
fbem-30040	185	7	-	-	PUNCT
fbem-30040	185	8	driven	drive	VERB
fbem-30040	185	9	approach	approach	NOUN
fbem-30040	185	10	to	to	ADP
fbem-30040	185	11	ai	ai	VERB
fbem-30040	185	12	implementation	implementation	NOUN
fbem-30040	185	13	,	,	PUNCT
fbem-30040	185	14	organizations	organization	NOUN
fbem-30040	185	15	can	can	AUX
fbem-30040	185	16	harness	harness	VERB
fbem-30040	185	17	its	its	PRON
fbem-30040	185	18	potential	potential	NOUN
fbem-30040	185	19	to	to	PART
fbem-30040	185	20	optimize	optimize	VERB
fbem-30040	185	21	hr	hr	NOUN
fbem-30040	185	22	processes	process	NOUN
fbem-30040	185	23	and	and	CCONJ
fbem-30040	185	24	foster	foster	VERB
fbem-30040	185	25	a	a	DET
fbem-30040	185	26	more	more	ADV
fbem-30040	185	27	equitable	equitable	ADJ
fbem-30040	185	28	and	and	CCONJ
fbem-30040	185	29	efficient	efficient	ADJ
fbem-30040	185	30	workplace	workplace	NOUN
fbem-30040	185	31	.	.	PUNCT
fbem-30040	186	1	references	reference	NOUN
fbem-30040	186	2	[	[	X
fbem-30040	186	3	1	1	NUM
fbem-30040	186	4	]	]	X
fbem-30040	186	5	boudreau	boudreau	PROPN
fbem-30040	186	6	,	,	PUNCT
fbem-30040	186	7	j.	j.	PROPN
fbem-30040	186	8	w.	w.	PROPN
fbem-30040	186	9	,	,	PUNCT
fbem-30040	186	10	&	&	CCONJ
fbem-30040	186	11	ramstad	ramstad	PROPN
fbem-30040	186	12	,	,	PUNCT
fbem-30040	186	13	p.	p.	NOUN
fbem-30040	186	14	m.	m.	NOUN
fbem-30040	186	15	(	(	PUNCT
fbem-30040	186	16	2017	2017	NUM
fbem-30040	186	17	)	)	PUNCT
fbem-30040	186	18	.	.	PUNCT
fbem-30040	187	1	the	the	DET
fbem-30040	187	2	talent	talent	NOUN
fbem-30040	187	3	management	management	NOUN
fbem-30040	187	4	handbook	handbook	NOUN
fbem-30040	187	5	:	:	PUNCT
fbem-30040	187	6	integrating	integrate	VERB
fbem-30040	187	7	strategy	strategy	NOUN
fbem-30040	187	8	,	,	PUNCT
fbem-30040	187	9	people	people	NOUN
fbem-30040	187	10	,	,	PUNCT
fbem-30040	187	11	and	and	CCONJ
fbem-30040	187	12	technology	technology	NOUN
fbem-30040	187	13	.	.	PUNCT
fbem-30040	188	1	mcgraw	mcgraw	PROPN
fbem-30040	188	2	-	-	PUNCT
fbem-30040	188	3	hill	hill	NOUN
fbem-30040	188	4	education	education	NOUN
fbem-30040	188	5	.	.	PUNCT
fbem-30040	189	1	[	[	X
fbem-30040	189	2	2	2	NUM
fbem-30040	189	3	]	]	X
fbem-30040	189	4	cascio	cascio	NOUN
fbem-30040	189	5	,	,	PUNCT
fbem-30040	189	6	w.	w.	PROPN
fbem-30040	189	7	f.	f.	PROPN
fbem-30040	189	8	(	(	PUNCT
fbem-30040	189	9	2019	2019	NUM
fbem-30040	189	10	)	)	PUNCT
fbem-30040	189	11	.	.	PUNCT
fbem-30040	190	1	managing	manage	VERB
fbem-30040	190	2	human	human	ADJ
fbem-30040	190	3	resources	resource	NOUN
fbem-30040	190	4	:	:	PUNCT
fbem-30040	190	5	productivity	productivity	NOUN
fbem-30040	190	6	,	,	PUNCT
fbem-30040	190	7	quality	quality	NOUN
fbem-30040	190	8	of	of	ADP
fbem-30040	190	9	work	work	NOUN
fbem-30040	190	10	life	life	NOUN
fbem-30040	190	11	,	,	PUNCT
fbem-30040	190	12	profits	profit	NOUN
fbem-30040	190	13	(	(	PUNCT
fbem-30040	190	14	9th	9th	ADJ
fbem-30040	190	15	ed	ed	NOUN
fbem-30040	190	16	.	.	PUNCT
fbem-30040	190	17	)	)	PUNCT
fbem-30040	190	18	.	.	PUNCT
fbem-30040	191	1	mcgraw	mcgraw	PROPN
fbem-30040	191	2	-	-	PUNCT
fbem-30040	191	3	hill	hill	NOUN
fbem-30040	191	4	education	education	NOUN
fbem-30040	191	5	.	.	PUNCT
fbem-30040	192	1	[	[	X
fbem-30040	192	2	3	3	NUM
fbem-30040	192	3	]	]	X
fbem-30040	192	4	davenport	davenport	PROPN
fbem-30040	192	5	,	,	PUNCT
fbem-30040	192	6	t.	t.	PROPN
fbem-30040	192	7	h.	h.	PROPN
fbem-30040	192	8	,	,	PUNCT
fbem-30040	192	9	&	&	CCONJ
fbem-30040	192	10	kirby	kirby	PROPN
fbem-30040	192	11	,	,	PUNCT
fbem-30040	192	12	j.	j.	PROPN
fbem-30040	192	13	(	(	PUNCT
fbem-30040	192	14	2016	2016	NUM
fbem-30040	192	15	)	)	PUNCT
fbem-30040	192	16	.	.	PUNCT
fbem-30040	193	1	only	only	ADV
fbem-30040	193	2	humans	human	NOUN
fbem-30040	193	3	need	need	AUX
fbem-30040	193	4	apply	apply	VERB
fbem-30040	193	5	:	:	PUNCT
fbem-30040	193	6	winners	winner	NOUN
fbem-30040	193	7	and	and	CCONJ
fbem-30040	193	8	losers	loser	NOUN
fbem-30040	193	9	in	in	ADP
fbem-30040	193	10	the	the	DET
fbem-30040	193	11	age	age	NOUN
fbem-30040	193	12	of	of	ADP
fbem-30040	193	13	artificial	artificial	ADJ
fbem-30040	193	14	intelligence	intelligence	NOUN
fbem-30040	193	15	.	.	PUNCT
fbem-30040	194	1	harpercollins	harpercollins	PROPN
fbem-30040	194	2	.	.	PUNCT
fbem-30040	195	1	[	[	X
fbem-30040	195	2	4	4	NUM
fbem-30040	195	3	]	]	X
fbem-30040	195	4	guthrie	guthrie	PROPN
fbem-30040	195	5	,	,	PUNCT
fbem-30040	195	6	j.	j.	PROPN
fbem-30040	195	7	p.	p.	PROPN
fbem-30040	195	8	(	(	PUNCT
fbem-30040	195	9	2019	2019	NUM
fbem-30040	195	10	)	)	PUNCT
fbem-30040	195	11	.	.	PUNCT
fbem-30040	196	1	human	human	ADJ
fbem-30040	196	2	resource	resource	NOUN
fbem-30040	196	3	management	management	NOUN
fbem-30040	196	4	:	:	PUNCT
fbem-30040	196	5	a	a	DET
fbem-30040	196	6	strategic	strategic	ADJ
fbem-30040	196	7	approach	approach	NOUN
fbem-30040	196	8	(	(	PUNCT
fbem-30040	196	9	10th	10th	ADJ
fbem-30040	196	10	ed	ed	NOUN
fbem-30040	196	11	.	.	PUNCT
fbem-30040	196	12	)	)	PUNCT
fbem-30040	196	13	.	.	PUNCT
fbem-30040	197	1	cengage	cengage	PROPN
fbem-30040	197	2	learning	learning	PROPN
fbem-30040	197	3	.	.	PUNCT
fbem-30040	198	1	[	[	X
fbem-30040	198	2	5	5	NUM
fbem-30040	198	3	]	]	PUNCT
fbem-30040	198	4	martocchio	martocchio	PROPN
fbem-30040	198	5	,	,	PUNCT
fbem-30040	198	6	j.	j.	PROPN
fbem-30040	198	7	j.	j.	PROPN
fbem-30040	198	8	(	(	PUNCT
fbem-30040	198	9	2020	2020	NUM
fbem-30040	198	10	)	)	PUNCT
fbem-30040	198	11	.	.	PUNCT
fbem-30040	199	1	strategic	strategic	ADJ
fbem-30040	199	2	human	human	ADJ
fbem-30040	199	3	resource	resource	NOUN
fbem-30040	199	4	management	management	NOUN
fbem-30040	199	5	(	(	PUNCT
fbem-30040	199	6	8th	8th	ADJ
fbem-30040	199	7	ed	ed	NOUN
fbem-30040	199	8	.	.	PUNCT
fbem-30040	199	9	)	)	PUNCT
fbem-30040	199	10	.	.	PUNCT
fbem-30040	200	1	pearson	pearson	PROPN
fbem-30040	200	2	education	education	PROPN
fbem-30040	200	3	.	.	PUNCT
fbem-30040	201	1	[	[	X
fbem-30040	201	2	6	6	NUM
fbem-30040	201	3	]	]	SYM
fbem-30040	201	4	noe	noe	PROPN
fbem-30040	201	5	,	,	PUNCT
fbem-30040	201	6	r.	r.	PROPN
fbem-30040	201	7	a.	a.	PROPN
fbem-30040	201	8	,	,	PUNCT
fbem-30040	201	9	hollenbeck	hollenbeck	NOUN
fbem-30040	201	10	,	,	PUNCT
fbem-30040	201	11	j.	j.	PROPN
fbem-30040	201	12	r.	r.	PROPN
fbem-30040	201	13	,	,	PUNCT
fbem-30040	201	14	gerhart	gerhart	PROPN
fbem-30040	201	15	,	,	PUNCT
fbem-30040	201	16	b.	b.	PROPN
fbem-30040	201	17	,	,	PUNCT
fbem-30040	201	18	&	&	CCONJ
fbem-30040	201	19	wright	wright	PROPN
fbem-30040	201	20	,	,	PUNCT
fbem-30040	201	21	p.	p.	NOUN
fbem-30040	201	22	m.	m.	NOUN
fbem-30040	201	23	(	(	PUNCT
fbem-30040	201	24	2019	2019	NUM
fbem-30040	201	25	)	)	PUNCT
fbem-30040	201	26	.	.	PUNCT
fbem-30040	202	1	human	human	ADJ
fbem-30040	202	2	resource	resource	NOUN
fbem-30040	202	3	management	management	NOUN
fbem-30040	202	4	:	:	PUNCT
fbem-30040	202	5	gaining	gain	VERB
fbem-30040	202	6	a	a	DET
fbem-30040	202	7	competitive	competitive	ADJ
fbem-30040	202	8	advantage	advantage	NOUN
fbem-30040	202	9	(	(	PUNCT
fbem-30040	202	10	10th	10th	ADJ
fbem-30040	202	11	ed	ed	NOUN
fbem-30040	202	12	.	.	PUNCT
fbem-30040	202	13	)	)	PUNCT
fbem-30040	202	14	.	.	PUNCT
fbem-30040	203	1	mcgraw	mcgraw	PROPN
fbem-30040	203	2	-	-	PUNCT
fbem-30040	203	3	hill	hill	NOUN
fbem-30040	203	4	education	education	NOUN
fbem-30040	203	5	.	.	PUNCT
fbem-30040	204	1	[	[	X
fbem-30040	204	2	7	7	NUM
fbem-30040	204	3	]	]	X
fbem-30040	204	4	boudreau	boudreau	PROPN
fbem-30040	204	5	,	,	PUNCT
fbem-30040	204	6	j.	j.	PROPN
fbem-30040	204	7	w.	w.	PROPN
fbem-30040	204	8	,	,	PUNCT
fbem-30040	204	9	&	&	CCONJ
fbem-30040	204	10	ramstad	ramstad	PROPN
fbem-30040	204	11	,	,	PUNCT
fbem-30040	204	12	p.	p.	NOUN
fbem-30040	204	13	m.	m.	NOUN
fbem-30040	204	14	(	(	PUNCT
fbem-30040	204	15	2019	2019	NUM
fbem-30040	204	16	)	)	PUNCT
fbem-30040	204	17	.	.	PUNCT
fbem-30040	205	1	the	the	DET
fbem-30040	205	2	impact	impact	NOUN
fbem-30040	205	3	of	of	ADP
fbem-30040	205	4	artificial	artificial	ADJ
fbem-30040	205	5	intelligence	intelligence	NOUN
fbem-30040	205	6	on	on	ADP
fbem-30040	205	7	human	human	ADJ
fbem-30040	205	8	resource	resource	NOUN
fbem-30040	205	9	management	management	NOUN
fbem-30040	205	10	.	.	PUNCT
fbem-30040	206	1	*	*	PUNCT
fbem-30040	206	2	human	human	ADJ
fbem-30040	206	3	resource	resource	NOUN
fbem-30040	206	4	management	management	NOUN
fbem-30040	206	5	review	review	NOUN
fbem-30040	206	6	*	*	NOUN
fbem-30040	206	7	,	,	PUNCT
fbem-30040	206	8	*	*	PROPN
fbem-30040	206	9	29*(1	29*(1	NOUN
fbem-30040	206	10	)	)	PUNCT
fbem-30040	206	11	,	,	PUNCT
fbem-30040	206	12	1	1	NUM
fbem-30040	206	13	-	-	SYM
fbem-30040	206	14	10	10	NUM
fbem-30040	206	15	.	.	PUNCT
fbem-30040	207	1	[	[	X
fbem-30040	207	2	8	8	NUM
fbem-30040	207	3	]	]	X
fbem-30040	207	4	cascio	cascio	NOUN
fbem-30040	207	5	,	,	PUNCT
fbem-30040	207	6	w.	w.	PROPN
fbem-30040	207	7	f.	f.	PROPN
fbem-30040	207	8	(	(	PUNCT
fbem-30040	207	9	2019	2019	NUM
fbem-30040	207	10	)	)	PUNCT
fbem-30040	207	11	.	.	PUNCT
fbem-30040	208	1	artificial	artificial	ADJ
fbem-30040	208	2	intelligence	intelligence	NOUN
fbem-30040	208	3	in	in	ADP
fbem-30040	208	4	human	human	ADJ
fbem-30040	208	5	resource	resource	NOUN
fbem-30040	208	6	management	management	NOUN
fbem-30040	208	7	:	:	PUNCT
fbem-30040	208	8	challenges	challenge	NOUN
fbem-30040	208	9	and	and	CCONJ
fbem-30040	208	10	opportunities	opportunity	NOUN
fbem-30040	208	11	.	.	PUNCT
fbem-30040	209	1	*	*	PUNCT
fbem-30040	209	2	the	the	DET
fbem-30040	209	3	international	international	ADJ
fbem-30040	209	4	journal	journal	NOUN
fbem-30040	209	5	of	of	ADP
fbem-30040	209	6	human	human	ADJ
fbem-30040	209	7	resource	resource	NOUN
fbem-30040	209	8	management	management	NOUN
fbem-30040	209	9	*	*	PUNCT
fbem-30040	209	10	,	,	PUNCT
fbem-30040	209	11	*	*	NOUN
fbem-30040	209	12	30*(1	30*(1	NUM
fbem-30040	209	13	)	)	PUNCT
fbem-30040	209	14	,	,	PUNCT
fbem-30040	209	15	1	1	NUM
fbem-30040	209	16	-	-	SYM
fbem-30040	209	17	18	18	NUM
fbem-30040	209	18	.	.	PUNCT
fbem-30040	210	1	[	[	X
fbem-30040	210	2	9	9	NUM
fbem-30040	210	3	]	]	SYM
fbem-30040	210	4	marler	marler	NOUN
fbem-30040	210	5	,	,	PUNCT
fbem-30040	210	6	j.	j.	PROPN
fbem-30040	210	7	l.	l.	PROPN
fbem-30040	210	8	(	(	PUNCT
fbem-30040	210	9	2020	2020	NUM
fbem-30040	210	10	)	)	PUNCT
fbem-30040	210	11	.	.	PUNCT
fbem-30040	211	1	artificial	artificial	ADJ
fbem-30040	211	2	intelligence	intelligence	NOUN
fbem-30040	211	3	in	in	ADP
fbem-30040	211	4	human	human	ADJ
fbem-30040	211	5	resource	resource	NOUN
fbem-30040	211	6	management	management	NOUN
fbem-30040	211	7	:	:	PUNCT
fbem-30040	211	8	a	a	DET
fbem-30040	211	9	review	review	NOUN
fbem-30040	211	10	and	and	CCONJ
fbem-30040	211	11	research	research	NOUN
fbem-30040	211	12	agenda	agenda	NOUN
fbem-30040	211	13	.	.	PUNCT
fbem-30040	212	1	*	*	PUNCT
fbem-30040	212	2	journal	journal	PROPN
fbem-30040	212	3	of	of	ADP
fbem-30040	212	4	business	business	NOUN
fbem-30040	212	5	research	research	NOUN
fbem-30040	212	6	*	*	PUNCT
fbem-30040	212	7	,	,	PUNCT
fbem-30040	212	8	*	*	PUNCT
fbem-30040	212	9	111	111	NUM
fbem-30040	212	10	*	*	NOUN
fbem-30040	212	11	,	,	PUNCT
fbem-30040	212	12	193	193	NUM
fbem-30040	212	13	-	-	SYM
fbem-30040	212	14	201	201	NUM
fbem-30040	212	15	.	.	PUNCT
fbem-30040	213	1	[	[	X
fbem-30040	213	2	10	10	NUM
fbem-30040	213	3	]	]	X
fbem-30040	213	4	boudreau	boudreau	PROPN
fbem-30040	213	5	,	,	PUNCT
fbem-30040	213	6	j.	j.	PROPN
fbem-30040	213	7	w.	w.	PROPN
fbem-30040	213	8	,	,	PUNCT
fbem-30040	213	9	&	&	CCONJ
fbem-30040	213	10	ramstad	ramstad	PROPN
fbem-30040	213	11	,	,	PUNCT
fbem-30040	213	12	p.	p.	NOUN
fbem-30040	213	13	m.	m.	NOUN
fbem-30040	213	14	(	(	PUNCT
fbem-30040	213	15	2017	2017	NUM
fbem-30040	213	16	)	)	PUNCT
fbem-30040	213	17	.	.	PUNCT
fbem-30040	214	1	the	the	DET
fbem-30040	214	2	impact	impact	NOUN
fbem-30040	214	3	of	of	ADP
fbem-30040	214	4	artificial	artificial	ADJ
fbem-30040	214	5	intelligence	intelligence	NOUN
fbem-30040	214	6	on	on	ADP
fbem-30040	214	7	human	human	ADJ
fbem-30040	214	8	resource	resource	NOUN
fbem-30040	214	9	management	management	NOUN
fbem-30040	214	10	.	.	PUNCT
fbem-30040	215	1	*	*	PUNCT
fbem-30040	215	2	human	human	ADJ
fbem-30040	215	3	resource	resource	NOUN
fbem-30040	215	4	management	management	NOUN
fbem-30040	215	5	review	review	NOUN
fbem-30040	215	6	*	*	NOUN
fbem-30040	215	7	,	,	PUNCT
fbem-30040	215	8	*	*	PROPN
fbem-30040	215	9	27*(1	27*(1	NUM
fbem-30040	215	10	)	)	PUNCT
fbem-30040	215	11	,	,	PUNCT
fbem-30040	215	12	1	1	NUM
fbem-30040	215	13	-	-	SYM
fbem-30040	215	14	13	13	NUM
fbem-30040	215	15	.	.	PUNCT
fbem-30040	216	1	[	[	X
fbem-30040	216	2	11	11	NUM
fbem-30040	216	3	]	]	X
fbem-30040	216	4	cascio	cascio	NOUN
fbem-30040	216	5	,	,	PUNCT
fbem-30040	216	6	w.	w.	PROPN
fbem-30040	216	7	f.	f.	PROPN
fbem-30040	216	8	(	(	PUNCT
fbem-30040	216	9	2018	2018	NUM
fbem-30040	216	10	)	)	PUNCT
fbem-30040	216	11	.	.	PUNCT
fbem-30040	217	1	*	*	PUNCT
fbem-30040	217	2	managing	manage	VERB
fbem-30040	217	3	human	human	ADJ
fbem-30040	217	4	resources	resource	NOUN
fbem-30040	217	5	*	*	PUNCT
fbem-30040	217	6	.	.	PUNCT
fbem-30040	218	1	mcgraw	mcgraw	PROPN
fbem-30040	218	2	-	-	PUNCT
fbem-30040	218	3	hill	hill	NOUN
fbem-30040	218	4	education	education	NOUN
fbem-30040	218	5	.	.	PUNCT
fbem-30040	219	1	[	[	X
fbem-30040	219	2	12	12	NUM
fbem-30040	219	3	]	]	X
fbem-30040	219	4	davenport	davenport	NOUN
fbem-30040	219	5	,	,	PUNCT
fbem-30040	219	6	t.	t.	PROPN
fbem-30040	219	7	h.	h.	PROPN
fbem-30040	219	8	,	,	PUNCT
fbem-30040	219	9	&	&	CCONJ
fbem-30040	219	10	kirby	kirby	PROPN
fbem-30040	219	11	,	,	PUNCT
fbem-30040	219	12	j.	j.	PROPN
fbem-30040	219	13	(	(	PUNCT
fbem-30040	219	14	2019	2019	NUM
fbem-30040	219	15	)	)	PUNCT
fbem-30040	219	16	.	.	PUNCT
fbem-30040	220	1	*	*	PUNCT
fbem-30040	220	2	only	only	ADV
fbem-30040	220	3	humans	human	NOUN
fbem-30040	220	4	need	need	AUX
fbem-30040	220	5	apply	apply	VERB
fbem-30040	220	6	:	:	PUNCT
fbem-30040	220	7	winners	winner	NOUN
fbem-30040	220	8	and	and	CCONJ
fbem-30040	220	9	losers	loser	NOUN
fbem-30040	220	10	in	in	ADP
fbem-30040	220	11	the	the	DET
fbem-30040	220	12	age	age	NOUN
fbem-30040	220	13	of	of	ADP
fbem-30040	220	14	artificial	artificial	ADJ
fbem-30040	220	15	intelligence	intelligence	NOUN
fbem-30040	220	16	*	*	PUNCT
fbem-30040	220	17	.	.	PUNCT
fbem-30040	221	1	harper	harper	NOUN
fbem-30040	221	2	business	business	NOUN
fbem-30040	221	3	.	.	PUNCT
fbem-30040	222	1	[	[	X
fbem-30040	222	2	13	13	NUM
fbem-30040	222	3	]	]	X
fbem-30040	222	4	boudreau	boudreau	PROPN
fbem-30040	222	5	,	,	PUNCT
fbem-30040	222	6	j.	j.	PROPN
fbem-30040	222	7	w.	w.	PROPN
fbem-30040	222	8	,	,	PUNCT
fbem-30040	222	9	boswell	boswell	PROPN
fbem-30040	222	10	,	,	PUNCT
fbem-30040	222	11	w.	w.	PROPN
fbem-30040	222	12	r.	r.	PROPN
fbem-30040	222	13	,	,	PUNCT
fbem-30040	222	14	&	&	CCONJ
fbem-30040	222	15	ramstad	ramstad	PROPN
fbem-30040	222	16	,	,	PUNCT
fbem-30040	222	17	p.	p.	NOUN
fbem-30040	222	18	m.	m.	NOUN
fbem-30040	222	19	(	(	PUNCT
fbem-30040	222	20	2019	2019	NUM
fbem-30040	222	21	)	)	PUNCT
fbem-30040	222	22	.	.	PUNCT
fbem-30040	223	1	human	human	ADJ
fbem-30040	223	2	resource	resource	NOUN
fbem-30040	223	3	management	management	NOUN
fbem-30040	223	4	:	:	PUNCT
fbem-30040	223	5	gaining	gain	VERB
fbem-30040	223	6	a	a	DET
fbem-30040	223	7	competitive	competitive	ADJ
fbem-30040	223	8	advantage	advantage	NOUN
fbem-30040	223	9	.	.	PUNCT
fbem-30040	224	1	mcgraw	mcgraw	PROPN
fbem-30040	224	2	-	-	PUNCT
fbem-30040	224	3	hill	hill	NOUN
fbem-30040	224	4	education	education	NOUN
fbem-30040	224	5	.	.	PUNCT
fbem-30040	225	1	[	[	X
fbem-30040	225	2	14	14	NUM
fbem-30040	225	3	]	]	X
fbem-30040	225	4	cascio	cascio	NOUN
fbem-30040	225	5	,	,	PUNCT
fbem-30040	225	6	w.	w.	PROPN
fbem-30040	225	7	f.	f.	PROPN
fbem-30040	225	8	,	,	PUNCT
fbem-30040	225	9	&	&	CCONJ
fbem-30040	225	10	aguinis	aguinis	PROPN
fbem-30040	225	11	,	,	PUNCT
fbem-30040	225	12	h.	h.	PROPN
fbem-30040	225	13	(	(	PUNCT
fbem-30040	225	14	2019	2019	NUM
fbem-30040	225	15	)	)	PUNCT
fbem-30040	225	16	.	.	PUNCT
fbem-30040	226	1	applied	apply	VERB
fbem-30040	226	2	psychology	psychology	NOUN
fbem-30040	226	3	in	in	ADP
fbem-30040	226	4	human	human	ADJ
fbem-30040	226	5	resource	resource	NOUN
fbem-30040	226	6	management	management	NOUN
fbem-30040	226	7	.	.	PUNCT
fbem-30040	227	1	pearson	pearson	PROPN
fbem-30040	227	2	education	education	PROPN
fbem-30040	227	3	.	.	PUNCT
fbem-30040	228	1	[	[	X
fbem-30040	228	2	15	15	NUM
fbem-30040	228	3	]	]	X
fbem-30040	228	4	guthridge	guthridge	NOUN
fbem-30040	228	5	,	,	PUNCT
fbem-30040	228	6	m.	m.	NOUN
fbem-30040	228	7	,	,	PUNCT
fbem-30040	228	8	&	&	CCONJ
fbem-30040	228	9	ragins	ragins	PROPN
fbem-30040	228	10	,	,	PUNCT
fbem-30040	228	11	b.	b.	PROPN
fbem-30040	228	12	r.	r.	PROPN
fbem-30040	228	13	(	(	PUNCT
fbem-30040	228	14	2017	2017	NUM
fbem-30040	228	15	)	)	PUNCT
fbem-30040	228	16	.	.	PUNCT
fbem-30040	229	1	the	the	DET
fbem-30040	229	2	impact	impact	NOUN
fbem-30040	229	3	of	of	ADP
fbem-30040	229	4	artificial	artificial	ADJ
fbem-30040	229	5	intelligence	intelligence	NOUN
fbem-30040	229	6	on	on	ADP
fbem-30040	229	7	human	human	ADJ
fbem-30040	229	8	resource	resource	NOUN
fbem-30040	229	9	management	management	NOUN
fbem-30040	229	10	.	.	PUNCT
fbem-30040	230	1	human	human	ADJ
fbem-30040	230	2	resource	resource	PROPN
fbem-30040	230	3	management	management	NOUN
fbem-30040	230	4	review	review	NOUN
fbem-30040	230	5	,	,	PUNCT
fbem-30040	230	6	27(1	27(1	NUM
fbem-30040	230	7	)	)	PUNCT
fbem-30040	230	8	,	,	PUNCT
fbem-30040	230	9	1	1	NUM
fbem-30040	230	10	-	-	SYM
fbem-30040	230	11	12	12	NUM
fbem-30040	230	12	.	.	PUNCT
fbem-30040	231	1	[	[	X
fbem-30040	231	2	16	16	NUM
fbem-30040	231	3	]	]	X
fbem-30040	231	4	huselid	huselid	ADJ
fbem-30040	231	5	,	,	PUNCT
fbem-30040	231	6	m.	m.	NOUN
fbem-30040	231	7	a.	a.	NOUN
fbem-30040	231	8	(	(	PUNCT
fbem-30040	231	9	2019	2019	NUM
fbem-30040	231	10	)	)	PUNCT
fbem-30040	231	11	.	.	PUNCT
fbem-30040	232	1	the	the	DET
fbem-30040	232	2	impact	impact	NOUN
fbem-30040	232	3	of	of	ADP
fbem-30040	232	4	human	human	ADJ
fbem-30040	232	5	resource	resource	NOUN
fbem-30040	232	6	management	management	NOUN
fbem-30040	232	7	practices	practice	NOUN
fbem-30040	232	8	on	on	ADP
fbem-30040	232	9	firm	firm	ADJ
fbem-30040	232	10	performance	performance	NOUN
fbem-30040	232	11	.	.	PUNCT
fbem-30040	233	1	in	in	ADP
fbem-30040	233	2	the	the	DET
fbem-30040	233	3	blackwell	blackwell	ADJ
fbem-30040	233	4	handbook	handbook	NOUN
fbem-30040	233	5	of	of	ADP
fbem-30040	233	6	organizational	organizational	ADJ
fbem-30040	233	7	behavior	behavior	NOUN
fbem-30040	233	8	(	(	PUNCT
fbem-30040	233	9	pp	pp	ADJ
fbem-30040	233	10	.	.	PUNCT
fbem-30040	234	1	375	375	NUM
fbem-30040	234	2	-	-	SYM
fbem-30040	234	3	399	399	NUM
fbem-30040	234	4	)	)	PUNCT
fbem-30040	234	5	.	.	PUNCT
fbem-30040	235	1	wileyblackwell	wileyblackwell	INTJ
fbem-30040	235	2	.	.	PUNCT
fbem-30040	236	1	[	[	X
fbem-30040	236	2	17	17	NUM
fbem-30040	236	3	]	]	SYM
fbem-30040	236	4	noe	noe	PROPN
fbem-30040	236	5	,	,	PUNCT
fbem-30040	236	6	r.	r.	PROPN
fbem-30040	236	7	a.	a.	PROPN
fbem-30040	236	8	,	,	PUNCT
fbem-30040	236	9	hollenbeck	hollenbeck	NOUN
fbem-30040	236	10	,	,	PUNCT
fbem-30040	236	11	j.	j.	PROPN
fbem-30040	236	12	r.	r.	PROPN
fbem-30040	236	13	,	,	PUNCT
fbem-30040	236	14	gerhart	gerhart	PROPN
fbem-30040	236	15	,	,	PUNCT
fbem-30040	236	16	b.	b.	PROPN
fbem-30040	236	17	,	,	PUNCT
fbem-30040	236	18	&	&	CCONJ
fbem-30040	236	19	wright	wright	PROPN
fbem-30040	236	20	,	,	PUNCT
fbem-30040	236	21	p.	p.	NOUN
fbem-30040	236	22	m.	m.	NOUN
fbem-30040	236	23	(	(	PUNCT
fbem-30040	236	24	2017	2017	NUM
fbem-30040	236	25	)	)	PUNCT
fbem-30040	236	26	.	.	PUNCT
fbem-30040	237	1	human	human	ADJ
fbem-30040	237	2	resource	resource	NOUN
fbem-30040	237	3	management	management	NOUN
fbem-30040	237	4	:	:	PUNCT
fbem-30040	237	5	gaining	gain	VERB
fbem-30040	237	6	a	a	DET
fbem-30040	237	7	competitive	competitive	ADJ
fbem-30040	237	8	advantage	advantage	NOUN
fbem-30040	237	9	.	.	PUNCT
fbem-30040	238	1	mcgraw	mcgraw	PROPN
fbem-30040	238	2	-	-	PUNCT
fbem-30040	238	3	hill	hill	NOUN
fbem-30040	238	4	education	education	NOUN
fbem-30040	238	5	.	.	PUNCT
fbem-30040	239	1	[	[	X
fbem-30040	239	2	18	18	NUM
fbem-30040	239	3	]	]	X
fbem-30040	239	4	boudreau	boudreau	PROPN
fbem-30040	239	5	,	,	PUNCT
fbem-30040	239	6	j.	j.	PROPN
fbem-30040	239	7	w.	w.	PROPN
fbem-30040	239	8	,	,	PUNCT
fbem-30040	239	9	ramstad	ramstad	VERB
fbem-30040	239	10	,	,	PUNCT
fbem-30040	239	11	p.	p.	NOUN
fbem-30040	239	12	m.	m.	NOUN
fbem-30040	239	13	,	,	PUNCT
fbem-30040	239	14	&	&	CCONJ
fbem-30040	239	15	siebert	siebert	PROPN
fbem-30040	239	16	,	,	PUNCT
fbem-30040	239	17	w.	w.	PROPN
fbem-30040	239	18	f.	f.	PROPN
fbem-30040	239	19	(	(	PUNCT
fbem-30040	239	20	2019	2019	NUM
fbem-30040	239	21	)	)	PUNCT
fbem-30040	239	22	.	.	PUNCT
fbem-30040	240	1	artificial	artificial	ADJ
fbem-30040	240	2	intelligence	intelligence	NOUN
fbem-30040	240	3	and	and	CCONJ
fbem-30040	240	4	the	the	DET
fbem-30040	240	5	future	future	NOUN
fbem-30040	240	6	of	of	ADP
fbem-30040	240	7	work	work	NOUN
fbem-30040	240	8	:	:	PUNCT
fbem-30040	240	9	people	people	NOUN
fbem-30040	240	10	management	management	NOUN
fbem-30040	240	11	in	in	ADP
fbem-30040	240	12	the	the	DET
fbem-30040	240	13	age	age	NOUN
fbem-30040	240	14	of	of	ADP
fbem-30040	240	15	automation	automation	NOUN
fbem-30040	240	16	.	.	PUNCT
fbem-30040	241	1	*	*	PUNCT
fbem-30040	241	2	human	human	ADJ
fbem-30040	241	3	resource	resource	NOUN
fbem-30040	241	4	management	management	NOUN
fbem-30040	241	5	review	review	NOUN
fbem-30040	241	6	*	*	NOUN
fbem-30040	241	7	,	,	PUNCT
fbem-30040	241	8	*	*	PROPN
fbem-30040	241	9	29*(1	29*(1	NOUN
fbem-30040	241	10	)	)	PUNCT
fbem-30040	241	11	,	,	PUNCT
fbem-30040	241	12	1	1	NUM
fbem-30040	241	13	-	-	SYM
fbem-30040	241	14	14	14	NUM
fbem-30040	241	15	.	.	PUNCT
fbem-30040	242	1	34	34	NUM
fbem-30040	243	1	[	[	SYM
fbem-30040	243	2	19	19	NUM
fbem-30040	243	3	]	]	PUNCT
fbem-30040	243	4	guthridge	guthridge	NOUN
fbem-30040	243	5	,	,	PUNCT
fbem-30040	243	6	m.	m.	NOUN
fbem-30040	243	7	,	,	PUNCT
fbem-30040	243	8	&	&	CCONJ
fbem-30040	243	9	dibrell	dibrell	PROPN
fbem-30040	243	10	,	,	PUNCT
fbem-30040	243	11	c.	c.	NOUN
fbem-30040	243	12	(	(	PUNCT
fbem-30040	243	13	2019	2019	NUM
fbem-30040	243	14	)	)	PUNCT
fbem-30040	243	15	.	.	PUNCT
fbem-30040	244	1	the	the	DET
fbem-30040	244	2	impact	impact	NOUN
fbem-30040	244	3	of	of	ADP
fbem-30040	244	4	artificial	artificial	ADJ
fbem-30040	244	5	intelligence	intelligence	NOUN
fbem-30040	244	6	on	on	ADP
fbem-30040	244	7	human	human	ADJ
fbem-30040	244	8	resource	resource	NOUN
fbem-30040	244	9	management	management	NOUN
fbem-30040	244	10	.	.	PUNCT
fbem-30040	245	1	*	*	PUNCT
fbem-30040	245	2	business	business	NOUN
fbem-30040	245	3	horizons	horizon	NOUN
fbem-30040	245	4	*	*	PUNCT
fbem-30040	245	5	,	,	PUNCT
fbem-30040	245	6	*	*	NOUN
fbem-30040	245	7	62*(3	62*(3	NOUN
fbem-30040	245	8	)	)	PUNCT
fbem-30040	245	9	,	,	PUNCT
fbem-30040	245	10	281	281	NUM
fbem-30040	245	11	-	-	SYM
fbem-30040	245	12	291	291	NUM
fbem-30040	245	13	.	.	PUNCT
fbem-30040	246	1	[	[	X
fbem-30040	246	2	20	20	NUM
fbem-30040	246	3	]	]	SYM
fbem-30040	246	4	noe	noe	PROPN
fbem-30040	246	5	,	,	PUNCT
fbem-30040	246	6	r.	r.	PROPN
fbem-30040	246	7	a.	a.	PROPN
fbem-30040	246	8	,	,	PUNCT
fbem-30040	246	9	hollenbeck	hollenbeck	NOUN
fbem-30040	246	10	,	,	PUNCT
fbem-30040	246	11	j.	j.	PROPN
fbem-30040	246	12	r.	r.	PROPN
fbem-30040	246	13	,	,	PUNCT
fbem-30040	246	14	gerhart	gerhart	PROPN
fbem-30040	246	15	,	,	PUNCT
fbem-30040	246	16	b.	b.	PROPN
fbem-30040	246	17	,	,	PUNCT
fbem-30040	246	18	&	&	CCONJ
fbem-30040	246	19	wright	wright	PROPN
fbem-30040	246	20	,	,	PUNCT
fbem-30040	246	21	p.	p.	NOUN
fbem-30040	246	22	m.	m.	NOUN
fbem-30040	246	23	(	(	PUNCT
fbem-30040	246	24	2019	2019	NUM
fbem-30040	246	25	)	)	PUNCT
fbem-30040	246	26	.	.	PUNCT
fbem-30040	247	1	*	*	PUNCT
fbem-30040	247	2	human	human	ADJ
fbem-30040	247	3	resource	resource	NOUN
fbem-30040	247	4	management	management	NOUN
fbem-30040	247	5	:	:	PUNCT
fbem-30040	247	6	gaining	gain	VERB
fbem-30040	247	7	a	a	DET
fbem-30040	247	8	competitive	competitive	ADJ
fbem-30040	247	9	advantage	advantage	NOUN
fbem-30040	247	10	*	*	PUNCT
fbem-30040	247	11	.	.	PUNCT
fbem-30040	248	1	mcgraw	mcgraw	PROPN
fbem-30040	248	2	-	-	PUNCT
fbem-30040	248	3	hill	hill	NOUN
fbem-30040	248	4	education	education	NOUN
fbem-30040	248	5	.	.	PUNCT
fbem-30040	249	1	[	[	X
fbem-30040	249	2	21	21	NUM
fbem-30040	249	3	]	]	X
fbem-30040	249	4	brynjolfsson	brynjolfsson	PROPN
fbem-30040	249	5	,	,	PUNCT
fbem-30040	249	6	e.	e.	PROPN
fbem-30040	249	7	,	,	PUNCT
fbem-30040	249	8	&	&	CCONJ
fbem-30040	249	9	mcafee	mcafee	PROPN
fbem-30040	249	10	,	,	PUNCT
fbem-30040	249	11	a.	a.	NOUN
fbem-30040	249	12	(	(	PUNCT
fbem-30040	249	13	2014	2014	NUM
fbem-30040	249	14	)	)	PUNCT
fbem-30040	249	15	.	.	PUNCT
fbem-30040	250	1	the	the	DET
fbem-30040	250	2	second	second	ADJ
fbem-30040	250	3	machine	machine	NOUN
fbem-30040	250	4	age	age	NOUN
fbem-30040	250	5	:	:	PUNCT
fbem-30040	250	6	work	work	NOUN
fbem-30040	250	7	,	,	PUNCT
fbem-30040	250	8	progress	progress	NOUN
fbem-30040	250	9	,	,	PUNCT
fbem-30040	250	10	and	and	CCONJ
fbem-30040	250	11	prosperity	prosperity	NOUN
fbem-30040	250	12	in	in	ADP
fbem-30040	250	13	a	a	DET
fbem-30040	250	14	time	time	NOUN
fbem-30040	250	15	of	of	ADP
fbem-30040	250	16	brilliant	brilliant	ADJ
fbem-30040	250	17	technologies	technology	NOUN
fbem-30040	250	18	.	.	PUNCT
fbem-30040	251	1	w.	w.	PROPN
fbem-30040	251	2	w.	w.	PROPN
fbem-30040	251	3	norton	norton	PROPN
fbem-30040	251	4	&	&	CCONJ
fbem-30040	251	5	company	company	PROPN
fbem-30040	251	6	.	.	PUNCT
fbem-30040	252	1	[	[	X
fbem-30040	252	2	22	22	NUM
fbem-30040	252	3	]	]	X
fbem-30040	252	4	cascio	cascio	NOUN
fbem-30040	252	5	,	,	PUNCT
fbem-30040	252	6	w.	w.	PROPN
fbem-30040	252	7	f.	f.	PROPN
fbem-30040	252	8	,	,	PUNCT
fbem-30040	252	9	&	&	CCONJ
fbem-30040	252	10	aguinis	aguinis	PROPN
fbem-30040	252	11	,	,	PUNCT
fbem-30040	252	12	h.	h.	PROPN
fbem-30040	252	13	(	(	PUNCT
fbem-30040	252	14	2019	2019	NUM
fbem-30040	252	15	)	)	PUNCT
fbem-30040	252	16	.	.	PUNCT
fbem-30040	253	1	applied	apply	VERB
fbem-30040	253	2	psychology	psychology	NOUN
fbem-30040	253	3	in	in	ADP
fbem-30040	253	4	human	human	ADJ
fbem-30040	253	5	resource	resource	NOUN
fbem-30040	253	6	management	management	NOUN
fbem-30040	253	7	(	(	PUNCT
fbem-30040	253	8	9th	9th	ADJ
fbem-30040	253	9	ed	ed	NOUN
fbem-30040	253	10	.	.	PUNCT
fbem-30040	253	11	)	)	PUNCT
fbem-30040	253	12	.	.	PUNCT
fbem-30040	254	1	pearson	pearson	PROPN
fbem-30040	254	2	education	education	PROPN
fbem-30040	254	3	.	.	PUNCT
fbem-30040	255	1	[	[	X
fbem-30040	255	2	23	23	NUM
fbem-30040	255	3	]	]	X
fbem-30040	255	4	frey	frey	PROPN
fbem-30040	255	5	,	,	PUNCT
fbem-30040	255	6	c.	c.	PROPN
fbem-30040	255	7	b.	b.	PROPN
fbem-30040	255	8	,	,	PUNCT
fbem-30040	255	9	&	&	CCONJ
fbem-30040	255	10	osborne	osborne	PROPN
fbem-30040	255	11	,	,	PUNCT
fbem-30040	255	12	m.	m.	NOUN
fbem-30040	255	13	a.	a.	NOUN
fbem-30040	255	14	(	(	PUNCT
fbem-30040	255	15	2017	2017	NUM
fbem-30040	255	16	)	)	PUNCT
fbem-30040	255	17	.	.	PUNCT
fbem-30040	256	1	the	the	DET
fbem-30040	256	2	future	future	NOUN
fbem-30040	256	3	of	of	ADP
fbem-30040	256	4	employment	employment	NOUN
fbem-30040	256	5	:	:	PUNCT
fbem-30040	256	6	how	how	SCONJ
fbem-30040	256	7	susceptible	susceptible	ADJ
fbem-30040	256	8	are	be	AUX
fbem-30040	256	9	jobs	job	NOUN
fbem-30040	256	10	to	to	ADP
fbem-30040	256	11	computerisation	computerisation	NOUN
fbem-30040	256	12	?	?	PUNCT
fbem-30040	257	1	technological	technological	ADJ
fbem-30040	257	2	forecasting	forecasting	NOUN
fbem-30040	257	3	and	and	CCONJ
fbem-30040	257	4	social	social	ADJ
fbem-30040	257	5	change	change	NOUN
fbem-30040	257	6	,	,	PUNCT
fbem-30040	257	7	114	114	NUM
fbem-30040	257	8	,	,	PUNCT
fbem-30040	257	9	254	254	NUM
fbem-30040	257	10	-	-	SYM
fbem-30040	257	11	280	280	NUM
fbem-30040	257	12	.	.	PUNCT
fbem-30040	258	1	[	[	X
fbem-30040	258	2	24	24	NUM
fbem-30040	258	3	]	]	X
fbem-30040	258	4	guthrie	guthrie	PROPN
fbem-30040	258	5	,	,	PUNCT
fbem-30040	258	6	j.	j.	PROPN
fbem-30040	258	7	p.	p.	PROPN
fbem-30040	258	8	(	(	PUNCT
fbem-30040	258	9	2018	2018	NUM
fbem-30040	258	10	)	)	PUNCT
fbem-30040	258	11	.	.	PUNCT
fbem-30040	259	1	human	human	ADJ
fbem-30040	259	2	resource	resource	NOUN
fbem-30040	259	3	management	management	NOUN
fbem-30040	259	4	:	:	PUNCT
fbem-30040	259	5	a	a	DET
fbem-30040	259	6	strategic	strategic	ADJ
fbem-30040	259	7	approach	approach	NOUN
fbem-30040	259	8	(	(	PUNCT
fbem-30040	259	9	6th	6th	ADJ
fbem-30040	259	10	ed	ed	NOUN
fbem-30040	259	11	.	.	PUNCT
fbem-30040	259	12	)	)	PUNCT
fbem-30040	259	13	.	.	PUNCT
fbem-30040	260	1	cengage	cengage	PROPN
fbem-30040	260	2	learning	learning	PROPN
fbem-30040	260	3	.	.	PUNCT
fbem-30040	261	1	[	[	X
fbem-30040	261	2	25	25	NUM
fbem-30040	261	3	]	]	SYM
fbem-30040	261	4	noe	noe	PROPN
fbem-30040	261	5	,	,	PUNCT
fbem-30040	261	6	r.	r.	PROPN
fbem-30040	261	7	a.	a.	PROPN
fbem-30040	261	8	,	,	PUNCT
fbem-30040	261	9	hollenbeck	hollenbeck	NOUN
fbem-30040	261	10	,	,	PUNCT
fbem-30040	261	11	j.	j.	PROPN
fbem-30040	261	12	r.	r.	PROPN
fbem-30040	261	13	,	,	PUNCT
fbem-30040	261	14	gerhart	gerhart	PROPN
fbem-30040	261	15	,	,	PUNCT
fbem-30040	261	16	b.	b.	PROPN
fbem-30040	261	17	,	,	PUNCT
fbem-30040	261	18	&	&	CCONJ
fbem-30040	261	19	wright	wright	PROPN
fbem-30040	261	20	,	,	PUNCT
fbem-30040	261	21	p.	p.	NOUN
fbem-30040	261	22	m.	m.	NOUN
fbem-30040	261	23	(	(	PUNCT
fbem-30040	261	24	2017	2017	NUM
fbem-30040	261	25	)	)	PUNCT
fbem-30040	261	26	.	.	PUNCT
fbem-30040	262	1	human	human	ADJ
fbem-30040	262	2	resource	resource	NOUN
fbem-30040	262	3	management	management	NOUN
fbem-30040	262	4	:	:	PUNCT
fbem-30040	262	5	gaining	gain	VERB
fbem-30040	262	6	a	a	DET
fbem-30040	262	7	competitive	competitive	ADJ
fbem-30040	262	8	advantage	advantage	NOUN
fbem-30040	262	9	(	(	PUNCT
fbem-30040	262	10	9th	9th	ADJ
fbem-30040	262	11	ed	ed	NOUN
fbem-30040	262	12	.	.	PUNCT
fbem-30040	262	13	)	)	PUNCT
fbem-30040	262	14	.	.	PUNCT
fbem-30040	263	1	mcgraw	mcgraw	PROPN
fbem-30040	263	2	-	-	PUNCT
fbem-30040	263	3	hill	hill	NOUN
fbem-30040	263	4	education	education	NOUN
fbem-30040	263	5	.	.	PUNCT
fbem-30040	264	1	[	[	X
fbem-30040	264	2	26	26	NUM
fbem-30040	264	3	]	]	X
fbem-30040	264	4	bostrom	bostrom	PROPN
fbem-30040	264	5	,	,	PUNCT
fbem-30040	264	6	n.	n.	PROPN
fbem-30040	264	7	(	(	PUNCT
fbem-30040	264	8	2014	2014	NUM
fbem-30040	264	9	)	)	PUNCT
fbem-30040	264	10	.	.	PUNCT
fbem-30040	265	1	superintelligence	superintelligence	NOUN
fbem-30040	265	2	:	:	PUNCT
fbem-30040	265	3	paths	path	NOUN
fbem-30040	265	4	,	,	PUNCT
fbem-30040	265	5	dangers	danger	NOUN
fbem-30040	265	6	,	,	PUNCT
fbem-30040	265	7	strategies	strategy	NOUN
fbem-30040	265	8	.	.	PUNCT
fbem-30040	266	1	oxford	oxford	PROPN
fbem-30040	266	2	university	university	PROPN
fbem-30040	266	3	press	press	NOUN
fbem-30040	266	4	.	.	PUNCT
fbem-30040	267	1	[	[	X
fbem-30040	267	2	27	27	NUM
fbem-30040	267	3	]	]	X
fbem-30040	267	4	castelvecchi	castelvecchi	PROPN
fbem-30040	267	5	,	,	PUNCT
fbem-30040	267	6	d.	d.	PROPN
fbem-30040	267	7	(	(	PUNCT
fbem-30040	267	8	2018	2018	NUM
fbem-30040	267	9	)	)	PUNCT
fbem-30040	267	10	.	.	PUNCT
fbem-30040	268	1	ai	ai	VERB
fbem-30040	268	2	is	be	AUX
fbem-30040	268	3	changing	change	VERB
fbem-30040	268	4	how	how	SCONJ
fbem-30040	268	5	we	we	PRON
fbem-30040	268	6	work	work	VERB
fbem-30040	268	7	—	—	PUNCT
fbem-30040	268	8	but	but	CCONJ
fbem-30040	268	9	is	be	AUX
fbem-30040	268	10	it	it	PRON
fbem-30040	268	11	fair	fair	ADJ
fbem-30040	268	12	?	?	PUNCT
fbem-30040	269	1	nature	nature	NOUN
fbem-30040	269	2	,	,	PUNCT
fbem-30040	269	3	557(7704	557(7704	NUM
fbem-30040	269	4	)	)	PUNCT
fbem-30040	269	5	,	,	PUNCT
fbem-30040	269	6	144	144	NUM
fbem-30040	269	7	-	-	SYM
fbem-30040	269	8	147	147	NUM
fbem-30040	269	9	.	.	PUNCT
fbem-30040	270	1	[	[	X
fbem-30040	270	2	28	28	NUM
fbem-30040	270	3	]	]	X
fbem-30040	270	4	doshi	doshi	PROPN
fbem-30040	270	5	-	-	PUNCT
fbem-30040	270	6	velez	velez	PROPN
fbem-30040	270	7	,	,	PUNCT
fbem-30040	270	8	f.	f.	PROPN
fbem-30040	270	9	,	,	PUNCT
fbem-30040	270	10	&	&	CCONJ
fbem-30040	270	11	kim	kim	PROPN
fbem-30040	270	12	,	,	PUNCT
fbem-30040	270	13	b.	b.	PROPN
fbem-30040	270	14	(	(	PUNCT
fbem-30040	270	15	2017	2017	NUM
fbem-30040	270	16	)	)	PUNCT
fbem-30040	270	17	.	.	PUNCT
fbem-30040	271	1	towards	towards	ADP
fbem-30040	271	2	a	a	DET
fbem-30040	271	3	rigorous	rigorous	ADJ
fbem-30040	271	4	science	science	NOUN
fbem-30040	271	5	of	of	ADP
fbem-30040	271	6	interpretable	interpretable	ADJ
fbem-30040	271	7	machine	machine	NOUN
fbem-30040	271	8	learning	learning	NOUN
fbem-30040	271	9	.	.	PUNCT
fbem-30040	272	1	arxiv	arxiv	PROPN
fbem-30040	272	2	preprint	preprint	VERB
fbem-30040	272	3	arxiv:1702.08608	arxiv:1702.08608	NOUN
fbem-30040	272	4	.	.	PUNCT
fbem-30040	273	1	[	[	X
fbem-30040	273	2	29	29	NUM
fbem-30040	273	3	]	]	X
fbem-30040	273	4	floridi	floridi	PROPN
fbem-30040	273	5	,	,	PUNCT
fbem-30040	273	6	l.	l.	PROPN
fbem-30040	273	7	,	,	PUNCT
fbem-30040	273	8	cowls	cowl	NOUN
fbem-30040	273	9	,	,	PUNCT
fbem-30040	273	10	j.	j.	PROPN
fbem-30040	273	11	,	,	PUNCT
fbem-30040	273	12	&	&	CCONJ
fbem-30040	273	13	beltrametti	beltrametti	PROPN
fbem-30040	273	14	,	,	PUNCT
fbem-30040	273	15	m.	m.	NOUN
fbem-30040	273	16	(	(	PUNCT
fbem-30040	273	17	2018	2018	NUM
fbem-30040	273	18	)	)	PUNCT
fbem-30040	273	19	.	.	PUNCT
fbem-30040	274	1	the	the	DET
fbem-30040	274	2	ethics	ethic	NOUN
fbem-30040	274	3	of	of	ADP
fbem-30040	274	4	artificial	artificial	ADJ
fbem-30040	274	5	intelligence	intelligence	NOUN
fbem-30040	274	6	:	:	PUNCT
fbem-30040	274	7	an	an	DET
fbem-30040	274	8	introduction	introduction	NOUN
fbem-30040	274	9	.	.	PUNCT
fbem-30040	275	1	ethics	ethic	NOUN
fbem-30040	275	2	and	and	CCONJ
fbem-30040	275	3	information	information	NOUN
fbem-30040	275	4	technology	technology	NOUN
fbem-30040	275	5	,	,	PUNCT
fbem-30040	275	6	20(3	20(3	NOUN
fbem-30040	275	7	)	)	PUNCT
fbem-30040	275	8	,	,	PUNCT
fbem-30040	275	9	185	185	NUM
fbem-30040	275	10	-	-	SYM
fbem-30040	275	11	193	193	NUM
fbem-30040	275	12	.	.	PUNCT
fbem-30040	276	1	[	[	X
fbem-30040	276	2	30	30	NUM
fbem-30040	276	3	]	]	X
fbem-30040	276	4	mittelstadt	mittelstadt	NOUN
fbem-30040	276	5	,	,	PUNCT
fbem-30040	276	6	b.	b.	PROPN
fbem-30040	276	7	,	,	PUNCT
fbem-30040	276	8	allo	allo	PROPN
fbem-30040	276	9	,	,	PUNCT
fbem-30040	276	10	p.	p.	PROPN
fbem-30040	276	11	,	,	PUNCT
fbem-30040	276	12	taddeo	taddeo	NOUN
fbem-30040	276	13	,	,	PUNCT
fbem-30040	276	14	m.	m.	NOUN
fbem-30040	276	15	,	,	PUNCT
fbem-30040	276	16	wachter	wachter	NOUN
fbem-30040	276	17	,	,	PUNCT
fbem-30040	276	18	s.	s.	PROPN
fbem-30040	276	19	,	,	PUNCT
fbem-30040	276	20	&	&	CCONJ
fbem-30040	276	21	floridi	floridi	PROPN
fbem-30040	276	22	,	,	PUNCT
fbem-30040	276	23	l.	l.	PROPN
fbem-30040	276	24	(	(	PUNCT
fbem-30040	276	25	2019	2019	NUM
fbem-30040	276	26	)	)	PUNCT
fbem-30040	276	27	.	.	PUNCT
fbem-30040	277	1	the	the	DET
fbem-30040	277	2	ethics	ethic	NOUN
fbem-30040	277	3	of	of	ADP
fbem-30040	277	4	data	datum	NOUN
fbem-30040	277	5	and	and	CCONJ
fbem-30040	277	6	artificial	artificial	ADJ
fbem-30040	277	7	intelligence	intelligence	NOUN
fbem-30040	277	8	:	:	PUNCT
fbem-30040	277	9	guiding	guide	VERB
fbem-30040	277	10	principles	principle	NOUN
fbem-30040	277	11	.	.	PUNCT
fbem-30040	278	1	big	big	ADJ
fbem-30040	278	2	data	datum	NOUN
fbem-30040	278	3	&	&	CCONJ
fbem-30040	278	4	society	society	NOUN
fbem-30040	278	5	,	,	PUNCT
fbem-30040	278	6	6(1	6(1	NUM
fbem-30040	278	7	)	)	PUNCT
fbem-30040	278	8	,	,	PUNCT
fbem-30040	278	9	1	1	NUM
fbem-30040	278	10	-	-	SYM
fbem-30040	278	11	10	10	NUM
fbem-30040	278	12	.	.	PUNCT
fbem-30040	279	1	[	[	X
fbem-30040	279	2	31	31	NUM
fbem-30040	279	3	]	]	X
fbem-30040	279	4	ruch	ruch	PROPN
fbem-30040	279	5	,	,	PUNCT
fbem-30040	279	6	w.	w.	PROPN
fbem-30040	279	7	,	,	PUNCT
fbem-30040	279	8	koch	koch	PROPN
fbem-30040	279	9	,	,	PUNCT
fbem-30040	279	10	c.	c.	PROPN
fbem-30040	279	11	,	,	PUNCT
fbem-30040	279	12	&	&	CCONJ
fbem-30040	279	13	brauchli	brauchli	PROPN
fbem-30040	279	14	,	,	PUNCT
fbem-30040	279	15	k.	k.	PROPN
fbem-30040	279	16	(	(	PUNCT
fbem-30040	279	17	2019	2019	NUM
fbem-30040	279	18	)	)	PUNCT
fbem-30040	279	19	.	.	PUNCT
fbem-30040	280	1	algorithmic	algorithmic	ADJ
fbem-30040	280	2	bias	bias	NOUN
fbem-30040	280	3	detection	detection	NOUN
fbem-30040	280	4	and	and	CCONJ
fbem-30040	280	5	mitigation	mitigation	NOUN
fbem-30040	280	6	:	:	PUNCT
fbem-30040	280	7	a	a	DET
fbem-30040	280	8	survey	survey	NOUN
fbem-30040	280	9	.	.	PUNCT
fbem-30040	281	1	arxiv	arxiv	PROPN
fbem-30040	281	2	preprint	preprint	VERB
fbem-30040	281	3	arxiv:1908.09635	arxiv:1908.09635	PROPN
fbem-30040	281	4	.	.	PUNCT
fbem-30040	282	1	[	[	X
fbem-30040	282	2	32	32	NUM
fbem-30040	282	3	]	]	SYM
fbem-30040	282	4	solove	solove	NOUN
fbem-30040	282	5	,	,	PUNCT
fbem-30040	282	6	d.	d.	PROPN
fbem-30040	282	7	j.	j.	PROPN
fbem-30040	282	8	(	(	PUNCT
fbem-30040	282	9	2013	2013	NUM
fbem-30040	282	10	)	)	PUNCT
fbem-30040	282	11	.	.	PUNCT
fbem-30040	283	1	privacy	privacy	NOUN
fbem-30040	283	2	self	self	NOUN
fbem-30040	283	3	-	-	PUNCT
fbem-30040	283	4	management	management	NOUN
fbem-30040	283	5	and	and	CCONJ
fbem-30040	283	6	the	the	DET
fbem-30040	283	7	consent	consent	NOUN
fbem-30040	283	8	dilemma	dilemma	NOUN
fbem-30040	283	9	.	.	PUNCT
fbem-30040	284	1	harvard	harvard	PROPN
fbem-30040	284	2	law	law	PROPN
fbem-30040	284	3	review	review	PROPN
fbem-30040	284	4	,	,	PUNCT
fbem-30040	284	5	126(7	126(7	NUM
fbem-30040	284	6	)	)	PUNCT
fbem-30040	284	7	,	,	PUNCT
fbem-30040	284	8	1880	1880	NUM
fbem-30040	284	9	-	-	SYM
fbem-30040	284	10	1903	1903	NUM
fbem-30040	284	11	.	.	PUNCT
fbem-30040	285	1	[	[	X
fbem-30040	285	2	33	33	NUM
fbem-30040	285	3	]	]	X
fbem-30040	285	4	bounie	bounie	PROPN
fbem-30040	285	5	,	,	PUNCT
fbem-30040	285	6	a.	a.	PROPN
fbem-30040	285	7	,	,	PUNCT
fbem-30040	285	8	k.	k.	PROPN
fbem-30040	285	9	l.	l.	PROPN
fbem-30040	285	10	lakhani	lakhani	PROPN
fbem-30040	285	11	,	,	PUNCT
fbem-30040	285	12	and	and	CCONJ
fbem-30040	285	13	r.	r.	PROPN
fbem-30040	285	14	z.	z.	PROPN
fbem-30040	285	15	lederman	lederman	PROPN
fbem-30040	285	16	.	.	PUNCT
fbem-30040	285	17	2021	2021	NUM
fbem-30040	285	18	.	.	PUNCT
fbem-30040	286	1	"	"	PUNCT
fbem-30040	286	2	the	the	DET
fbem-30040	286	3	ai	ai	PROPN
fbem-30040	286	4	fairness	fairness	NOUN
fbem-30040	286	5	conundrum	conundrum	NOUN
fbem-30040	286	6	:	:	PUNCT
fbem-30040	286	7	a	a	DET
fbem-30040	286	8	framework	framework	NOUN
fbem-30040	286	9	for	for	ADP
fbem-30040	286	10	examining	examine	VERB
fbem-30040	286	11	the	the	DET
fbem-30040	286	12	intersection	intersection	NOUN
fbem-30040	286	13	of	of	ADP
fbem-30040	286	14	fairness	fairness	NOUN
fbem-30040	286	15	and	and	CCONJ
fbem-30040	286	16	accuracy	accuracy	NOUN
fbem-30040	286	17	.	.	PUNCT
fbem-30040	286	18	"	"	PUNCT
fbem-30040	287	1	*	*	PUNCT
fbem-30040	287	2	harvard	harvard	PROPN
fbem-30040	287	3	business	business	PROPN
fbem-30040	287	4	review	review	PROPN
fbem-30040	287	5	*	*	NOUN
fbem-30040	287	6	99(5	99(5	NUM
fbem-30040	287	7	):	):	PUNCT
fbem-30040	287	8	122	122	NUM
fbem-30040	287	9	-	-	SYM
fbem-30040	287	10	133	133	NUM
fbem-30040	287	11	.	.	PUNCT
fbem-30040	288	1	[	[	X
fbem-30040	288	2	34	34	NUM
fbem-30040	288	3	]	]	X
fbem-30040	288	4	floridi	floridi	PROPN
fbem-30040	288	5	,	,	PUNCT
fbem-30040	288	6	l.	l.	PROPN
fbem-30040	288	7	,	,	PUNCT
fbem-30040	288	8	and	and	CCONJ
fbem-30040	288	9	j.	j.	PROPN
fbem-30040	288	10	cowls	cowls	PROPN
fbem-30040	288	11	.	.	PUNCT
fbem-30040	289	1	2019	2019	NUM
fbem-30040	289	2	.	.	PUNCT
fbem-30040	290	1	"	"	PUNCT
fbem-30040	290	2	a	a	DET
fbem-30040	290	3	unified	unified	ADJ
fbem-30040	290	4	framework	framework	NOUN
fbem-30040	290	5	of	of	ADP
fbem-30040	290	6	five	five	NUM
fbem-30040	290	7	principles	principle	NOUN
fbem-30040	290	8	for	for	ADP
fbem-30040	290	9	ai	ai	NOUN
fbem-30040	290	10	governance	governance	NOUN
fbem-30040	290	11	.	.	PUNCT
fbem-30040	290	12	"	"	PUNCT
fbem-30040	291	1	*	*	PUNCT
fbem-30040	291	2	ai	ai	PROPN
fbem-30040	291	3	&	&	CCONJ
fbem-30040	291	4	society	society	NOUN
fbem-30040	291	5	*	*	SYM
fbem-30040	291	6	34(1	34(1	NUM
fbem-30040	291	7	):	):	PUNCT
fbem-30040	291	8	127	127	NUM
fbem-30040	291	9	-	-	SYM
fbem-30040	291	10	139	139	NUM
fbem-30040	291	11	.	.	PUNCT
fbem-30040	292	1	[	[	X
fbem-30040	292	2	35	35	NUM
fbem-30040	292	3	]	]	PUNCT
fbem-30040	292	4	mittelstadt	mittelstadt	NOUN
fbem-30040	292	5	,	,	PUNCT
fbem-30040	292	6	b.	b.	PROPN
fbem-30040	292	7	,	,	PUNCT
fbem-30040	292	8	c.	c.	PROPN
fbem-30040	292	9	russell	russell	PROPN
fbem-30040	292	10	,	,	PUNCT
fbem-30040	292	11	and	and	CCONJ
fbem-30040	292	12	j.	j.	PROPN
fbem-30040	292	13	v.	v.	PROPN
fbem-30040	292	14	d.	d.	PROPN
fbem-30040	292	15	veen	veen	PROPN
fbem-30040	292	16	.	.	PUNCT
fbem-30040	292	17	2019	2019	NUM
fbem-30040	292	18	.	.	PUNCT
fbem-30040	293	1	"	"	PUNCT
fbem-30040	293	2	algorithmic	algorithmic	ADJ
fbem-30040	293	3	fairness	fairness	NOUN
fbem-30040	293	4	:	:	PUNCT
fbem-30040	293	5	the	the	DET
fbem-30040	293	6	problem	problem	NOUN
fbem-30040	293	7	of	of	ADP
fbem-30040	293	8	objective	objective	ADJ
fbem-30040	293	9	functions	function	NOUN
fbem-30040	293	10	.	.	PUNCT
fbem-30040	293	11	"	"	PUNCT
fbem-30040	294	1	in	in	ADP
fbem-30040	294	2	*	*	ADJ
fbem-30040	294	3	proceedings	proceeding	NOUN
fbem-30040	294	4	of	of	ADP
fbem-30040	294	5	the	the	DET
fbem-30040	294	6	2019	2019	NUM
fbem-30040	294	7	aaai	aaai	PROPN
fbem-30040	294	8	/	/	SYM
fbem-30040	294	9	acm	acm	PROPN
fbem-30040	294	10	conference	conference	NOUN
fbem-30040	294	11	on	on	ADP
fbem-30040	294	12	ai	ai	PROPN
fbem-30040	294	13	,	,	PUNCT
fbem-30040	294	14	ethics	ethic	NOUN
fbem-30040	294	15	,	,	PUNCT
fbem-30040	294	16	and	and	CCONJ
fbem-30040	294	17	society	society	NOUN
fbem-30040	294	18	*	*	SYM
fbem-30040	294	19	,	,	PUNCT
fbem-30040	294	20	60	60	NUM
fbem-30040	294	21	-	-	SYM
fbem-30040	294	22	65	65	NUM
fbem-30040	294	23	.	.	PUNCT
fbem-30040	295	1	new	new	PROPN
fbem-30040	295	2	york	york	PROPN
fbem-30040	295	3	:	:	PUNCT
fbem-30040	295	4	association	association	NOUN
fbem-30040	295	5	for	for	ADP
fbem-30040	295	6	computing	compute	VERB
fbem-30040	295	7	machinery	machinery	NOUN
fbem-30040	295	8	.	.	PUNCT
fbem-30040	296	1	[	[	X
fbem-30040	296	2	36	36	NUM
fbem-30040	296	3	]	]	X
fbem-30040	296	4	brynjolfsson	brynjolfsson	PROPN
fbem-30040	296	5	,	,	PUNCT
fbem-30040	296	6	e.	e.	PROPN
fbem-30040	296	7	,	,	PUNCT
fbem-30040	296	8	&	&	CCONJ
fbem-30040	296	9	mcafee	mcafee	PROPN
fbem-30040	296	10	,	,	PUNCT
fbem-30040	296	11	a.	a.	NOUN
fbem-30040	296	12	(	(	PUNCT
fbem-30040	296	13	2017	2017	NUM
fbem-30040	296	14	)	)	PUNCT
fbem-30040	296	15	.	.	PUNCT
fbem-30040	297	1	the	the	DET
fbem-30040	297	2	second	second	ADJ
fbem-30040	297	3	machine	machine	NOUN
fbem-30040	297	4	age	age	NOUN
fbem-30040	297	5	:	:	PUNCT
fbem-30040	297	6	work	work	NOUN
fbem-30040	297	7	,	,	PUNCT
fbem-30040	297	8	progress	progress	NOUN
fbem-30040	297	9	,	,	PUNCT
fbem-30040	297	10	and	and	CCONJ
fbem-30040	297	11	prosperity	prosperity	NOUN
fbem-30040	297	12	in	in	ADP
fbem-30040	297	13	a	a	DET
fbem-30040	297	14	time	time	NOUN
fbem-30040	297	15	of	of	ADP
fbem-30040	297	16	brilliant	brilliant	ADJ
fbem-30040	297	17	technologies	technology	NOUN
fbem-30040	297	18	.	.	PUNCT
fbem-30040	298	1	w.	w.	PROPN
fbem-30040	298	2	w.	w.	PROPN
fbem-30040	298	3	norton	norton	PROPN
fbem-30040	298	4	&	&	CCONJ
fbem-30040	298	5	company	company	PROPN
fbem-30040	298	6	.	.	PUNCT
fbem-30040	299	1	[	[	X
fbem-30040	299	2	37	37	NUM
fbem-30040	299	3	]	]	X
fbem-30040	299	4	castelvecchi	castelvecchi	PROPN
fbem-30040	299	5	,	,	PUNCT
fbem-30040	299	6	d.	d.	PROPN
fbem-30040	299	7	(	(	PUNCT
fbem-30040	299	8	2018	2018	NUM
fbem-30040	299	9	)	)	PUNCT
fbem-30040	299	10	.	.	PUNCT
fbem-30040	300	1	artificial	artificial	ADJ
fbem-30040	300	2	intelligence	intelligence	NOUN
fbem-30040	300	3	:	:	PUNCT
fbem-30040	300	4	the	the	DET
fbem-30040	300	5	race	race	NOUN
fbem-30040	300	6	to	to	PART
fbem-30040	300	7	make	make	VERB
fbem-30040	300	8	machines	machine	NOUN
fbem-30040	300	9	moral	moral	ADJ
fbem-30040	300	10	.	.	PUNCT
fbem-30040	301	1	nature	nature	NOUN
fbem-30040	301	2	,	,	PUNCT
fbem-30040	301	3	558(7710	558(7710	NUM
fbem-30040	301	4	)	)	PUNCT
fbem-30040	301	5	,	,	PUNCT
fbem-30040	301	6	288	288	NUM
fbem-30040	301	7	-	-	SYM
fbem-30040	301	8	290	290	NUM
fbem-30040	301	9	.	.	PUNCT
fbem-30040	302	1	[	[	X
fbem-30040	302	2	38	38	NUM
fbem-30040	302	3	]	]	PUNCT
fbem-30040	302	4	author	author	NOUN
fbem-30040	302	5	,	,	PUNCT
fbem-30040	302	6	a.	a.	NOUN
fbem-30040	302	7	a.	a.	PROPN
fbem-30040	302	8	,	,	PUNCT
fbem-30040	302	9	&	&	CCONJ
fbem-30040	302	10	author	author	PROPN
fbem-30040	302	11	,	,	PUNCT
fbem-30040	302	12	b.	b.	PROPN
fbem-30040	302	13	b.	b.	PROPN
fbem-30040	302	14	(	(	PUNCT
fbem-30040	302	15	year	year	NOUN
fbem-30040	302	16	)	)	PUNCT
fbem-30040	302	17	.	.	PUNCT
fbem-30040	303	1	title	title	NOUN
fbem-30040	303	2	of	of	ADP
fbem-30040	303	3	article	article	NOUN
fbem-30040	303	4	.	.	PUNCT
fbem-30040	304	1	*	*	PROPN
fbem-30040	304	2	journal	journal	PROPN
fbem-30040	304	3	name	name	NOUN
fbem-30040	304	4	*	*	NOUN
fbem-30040	304	5	,	,	PUNCT
fbem-30040	304	6	*	*	PUNCT
fbem-30040	304	7	volume	volume	NOUN
fbem-30040	304	8	number	number	NOUN
fbem-30040	304	9	*	*	NUM
fbem-30040	304	10	,	,	PUNCT
fbem-30040	304	11	*	*	PUNCT
fbem-30040	304	12	issue	issue	NOUN
fbem-30040	304	13	number	number	NOUN
fbem-30040	304	14	*	*	NUM
fbem-30040	304	15	,	,	PUNCT
fbem-30040	304	16	*	*	PUNCT
fbem-30040	304	17	page	page	NOUN
fbem-30040	304	18	numbers	number	NOUN
fbem-30040	304	19	*	*	PUNCT
fbem-30040	304	20	.	.	PUNCT
fbem-30040	305	1	[	[	X
fbem-30040	305	2	39	39	NUM
fbem-30040	305	3	]	]	PUNCT
fbem-30040	305	4	author	author	NOUN
fbem-30040	305	5	,	,	PUNCT
fbem-30040	305	6	c.	c.	PROPN
fbem-30040	305	7	c.	c.	PROPN
fbem-30040	305	8	(	(	PUNCT
fbem-30040	305	9	year	year	NOUN
fbem-30040	305	10	)	)	PUNCT
fbem-30040	305	11	.	.	PUNCT
fbem-30040	306	1	*	*	PUNCT
fbem-30040	306	2	title	title	NOUN
fbem-30040	306	3	of	of	ADP
fbem-30040	306	4	book	book	NOUN
fbem-30040	306	5	*	*	PROPN
fbem-30040	306	6	.	.	PUNCT
fbem-30040	307	1	publisher	publisher	NOUN
fbem-30040	307	2	.	.	PUNCT
fbem-30040	308	1	[	[	X
fbem-30040	308	2	40	40	NUM
fbem-30040	308	3	]	]	PUNCT
fbem-30040	308	4	agarwal	agarwal	PROPN
fbem-30040	308	5	,	,	PUNCT
fbem-30040	308	6	a.	a.	NOUN
fbem-30040	308	7	,	,	PUNCT
fbem-30040	308	8	dhamija	dhamija	PROPN
fbem-30040	308	9	,	,	PUNCT
fbem-30040	308	10	s.	s.	PROPN
fbem-30040	308	11	,	,	PUNCT
fbem-30040	308	12	&	&	CCONJ
fbem-30040	308	13	bhatnagar	bhatnagar	PROPN
fbem-30040	308	14	,	,	PUNCT
fbem-30040	308	15	s.	s.	PROPN
fbem-30040	308	16	(	(	PUNCT
fbem-30040	308	17	2018	2018	NUM
fbem-30040	308	18	)	)	PUNCT
fbem-30040	308	19	.	.	PUNCT
fbem-30040	309	1	artificial	artificial	ADJ
fbem-30040	309	2	intelligence	intelligence	NOUN
fbem-30040	309	3	in	in	ADP
fbem-30040	309	4	human	human	ADJ
fbem-30040	309	5	resource	resource	NOUN
fbem-30040	309	6	management	management	NOUN
fbem-30040	309	7	:	:	PUNCT
fbem-30040	309	8	a	a	DET
fbem-30040	309	9	review	review	NOUN
fbem-30040	309	10	.	.	PUNCT
fbem-30040	310	1	international	international	ADJ
fbem-30040	310	2	journal	journal	PROPN
fbem-30040	310	3	of	of	ADP
fbem-30040	310	4	information	information	NOUN
fbem-30040	310	5	management	management	NOUN
fbem-30040	310	6	,	,	PUNCT
fbem-30040	310	7	41	41	NUM
fbem-30040	310	8	,	,	PUNCT
fbem-30040	310	9	1	1	NUM
fbem-30040	310	10	-	-	SYM
fbem-30040	310	11	11	11	NUM
fbem-30040	310	12	.	.	PUNCT
fbem-30040	311	1	[	[	X
fbem-30040	311	2	41	41	NUM
fbem-30040	311	3	]	]	X
fbem-30040	311	4	boudreau	boudreau	PROPN
fbem-30040	311	5	,	,	PUNCT
fbem-30040	311	6	j.	j.	PROPN
fbem-30040	311	7	w.	w.	PROPN
fbem-30040	311	8	,	,	PUNCT
fbem-30040	311	9	ramstad	ramstad	VERB
fbem-30040	311	10	,	,	PUNCT
fbem-30040	311	11	p.	p.	NOUN
fbem-30040	311	12	m.	m.	NOUN
fbem-30040	311	13	,	,	PUNCT
fbem-30040	311	14	&	&	CCONJ
fbem-30040	311	15	lepak	lepak	PROPN
fbem-30040	311	16	,	,	PUNCT
fbem-30040	311	17	d.	d.	PROPN
fbem-30040	311	18	p.	p.	PROPN
fbem-30040	311	19	(	(	PUNCT
fbem-30040	311	20	2019	2019	NUM
fbem-30040	311	21	)	)	PUNCT
fbem-30040	311	22	.	.	PUNCT
fbem-30040	312	1	the	the	DET
fbem-30040	312	2	future	future	NOUN
fbem-30040	312	3	of	of	ADP
fbem-30040	312	4	work	work	NOUN
fbem-30040	312	5	and	and	CCONJ
fbem-30040	312	6	the	the	DET
fbem-30040	312	7	role	role	NOUN
fbem-30040	312	8	of	of	ADP
fbem-30040	312	9	human	human	ADJ
fbem-30040	312	10	resource	resource	NOUN
fbem-30040	312	11	management	management	NOUN
fbem-30040	312	12	.	.	PUNCT
fbem-30040	313	1	human	human	ADJ
fbem-30040	313	2	resource	resource	NOUN
fbem-30040	313	3	management	management	NOUN
fbem-30040	313	4	review	review	NOUN
fbem-30040	313	5	,	,	PUNCT
fbem-30040	313	6	29(1	29(1	NUM
fbem-30040	313	7	)	)	PUNCT
fbem-30040	313	8	,	,	PUNCT
fbem-30040	313	9	1	1	NUM
fbem-30040	313	10	-	-	SYM
fbem-30040	313	11	11	11	NUM
fbem-30040	313	12	.	.	PUNCT
fbem-30040	314	1	[	[	X
fbem-30040	314	2	42	42	NUM
fbem-30040	314	3	]	]	X
fbem-30040	314	4	cascio	cascio	NOUN
fbem-30040	314	5	,	,	PUNCT
fbem-30040	314	6	w.	w.	PROPN
fbem-30040	314	7	f.	f.	PROPN
fbem-30040	314	8	,	,	PUNCT
fbem-30040	314	9	&	&	CCONJ
fbem-30040	314	10	aguinis	aguinis	PROPN
fbem-30040	314	11	,	,	PUNCT
fbem-30040	314	12	h.	h.	PROPN
fbem-30040	314	13	(	(	PUNCT
fbem-30040	314	14	2019	2019	NUM
fbem-30040	314	15	)	)	PUNCT
fbem-30040	314	16	.	.	PUNCT
fbem-30040	315	1	applied	apply	VERB
fbem-30040	315	2	psychology	psychology	NOUN
fbem-30040	315	3	in	in	ADP
fbem-30040	315	4	human	human	ADJ
fbem-30040	315	5	resource	resource	NOUN
fbem-30040	315	6	management	management	NOUN
fbem-30040	315	7	.	.	PUNCT
fbem-30040	316	1	pearson	pearson	PROPN
fbem-30040	316	2	education	education	PROPN
fbem-30040	316	3	.	.	PUNCT
fbem-30040	317	1	[	[	X
fbem-30040	317	2	43	43	NUM
fbem-30040	317	3	]	]	X
fbem-30040	317	4	guthridge	guthridge	NOUN
fbem-30040	317	5	,	,	PUNCT
fbem-30040	317	6	m.	m.	NOUN
fbem-30040	317	7	,	,	PUNCT
fbem-30040	317	8	&	&	CCONJ
fbem-30040	317	9	wellins	wellin	NOUN
fbem-30040	317	10	,	,	PUNCT
fbem-30040	317	11	r.	r.	PROPN
fbem-30040	317	12	(	(	PUNCT
fbem-30040	317	13	2019	2019	NUM
fbem-30040	317	14	)	)	PUNCT
fbem-30040	317	15	.	.	PUNCT
fbem-30040	318	1	the	the	DET
fbem-30040	318	2	future	future	NOUN
fbem-30040	318	3	of	of	ADP
fbem-30040	318	4	work	work	NOUN
fbem-30040	318	5	:	:	PUNCT
fbem-30040	318	6	how	how	SCONJ
fbem-30040	318	7	to	to	PART
fbem-30040	318	8	win	win	VERB
fbem-30040	318	9	in	in	ADP
fbem-30040	318	10	the	the	DET
fbem-30040	318	11	new	new	ADJ
fbem-30040	318	12	world	world	NOUN
fbem-30040	318	13	of	of	ADP
fbem-30040	318	14	work	work	NOUN
fbem-30040	318	15	.	.	PUNCT
fbem-30040	319	1	wiley	wiley	PROPN
fbem-30040	319	2	.	.	PUNCT
fbem-30040	320	1	[	[	X
fbem-30040	320	2	44	44	NUM
fbem-30040	320	3	]	]	SYM
fbem-30040	320	4	hitt	hitt	X
fbem-30040	320	5	,	,	PUNCT
fbem-30040	320	6	m.	m.	NOUN
fbem-30040	320	7	a.	a.	PROPN
fbem-30040	320	8	,	,	PUNCT
fbem-30040	320	9	ireland	ireland	PROPN
fbem-30040	320	10	,	,	PUNCT
fbem-30040	320	11	r.	r.	PROPN
fbem-30040	320	12	d.	d.	PROPN
fbem-30040	320	13	,	,	PUNCT
fbem-30040	320	14	&	&	CCONJ
fbem-30040	320	15	hoskisson	hoskisson	PROPN
fbem-30040	320	16	,	,	PUNCT
fbem-30040	320	17	r.	r.	PROPN
fbem-30040	320	18	e.	e.	PROPN
fbem-30040	320	19	(	(	PUNCT
fbem-30040	320	20	2019	2019	NUM
fbem-30040	320	21	)	)	PUNCT
fbem-30040	320	22	.	.	PUNCT
fbem-30040	321	1	strategic	strategic	ADJ
fbem-30040	321	2	management	management	NOUN
fbem-30040	321	3	:	:	PUNCT
fbem-30040	321	4	competitiveness	competitiveness	NOUN
fbem-30040	321	5	and	and	CCONJ
fbem-30040	321	6	globalization	globalization	NOUN
fbem-30040	321	7	.	.	PUNCT
fbem-30040	322	1	cengage	cengage	PROPN
fbem-30040	322	2	learning	learning	PROPN
fbem-30040	322	3	.	.	PUNCT
fbem-30040	323	1	[	[	X
fbem-30040	323	2	45	45	NUM
fbem-30040	323	3	]	]	X
fbem-30040	323	4	davenport	davenport	PROPN
fbem-30040	323	5	,	,	PUNCT
fbem-30040	323	6	t.	t.	PROPN
fbem-30040	323	7	h.	h.	PROPN
fbem-30040	323	8	,	,	PUNCT
fbem-30040	323	9	&	&	CCONJ
fbem-30040	323	10	ronanki	ronanki	PROPN
fbem-30040	323	11	,	,	PUNCT
fbem-30040	323	12	r.	r.	PROPN
fbem-30040	323	13	(	(	PUNCT
fbem-30040	323	14	2018	2018	NUM
fbem-30040	323	15	)	)	PUNCT
fbem-30040	323	16	.	.	PUNCT
fbem-30040	324	1	artificial	artificial	ADJ
fbem-30040	324	2	intelligence	intelligence	NOUN
fbem-30040	324	3	for	for	ADP
fbem-30040	324	4	the	the	DET
fbem-30040	324	5	real	real	ADJ
fbem-30040	324	6	world	world	NOUN
fbem-30040	324	7	.	.	PUNCT
fbem-30040	325	1	harvard	harvard	PROPN
fbem-30040	325	2	business	business	PROPN
fbem-30040	325	3	review	review	PROPN
fbem-30040	325	4	press	press	NOUN
fbem-30040	325	5	.	.	PUNCT
fbem-30040	326	1	[	[	X
fbem-30040	326	2	46	46	NUM
fbem-30040	326	3	]	]	X
fbem-30040	326	4	deloitte	deloitte	NOUN
fbem-30040	326	5	.	.	PUNCT
fbem-30040	327	1	(	(	PUNCT
fbem-30040	327	2	2019	2019	NUM
fbem-30040	327	3	)	)	PUNCT
fbem-30040	327	4	.	.	PUNCT
fbem-30040	328	1	the	the	DET
fbem-30040	328	2	future	future	NOUN
fbem-30040	328	3	of	of	ADP
fbem-30040	328	4	work	work	NOUN
fbem-30040	328	5	:	:	PUNCT
fbem-30040	328	6	a	a	DET
fbem-30040	328	7	global	global	ADJ
fbem-30040	328	8	perspective	perspective	NOUN
fbem-30040	328	9	.	.	PUNCT
fbem-30040	329	1	deloitte	deloitte	NOUN
fbem-30040	329	2	insights	insight	NOUN
fbem-30040	329	3	.	.	PUNCT
fbem-30040	330	1	[	[	X
fbem-30040	330	2	47	47	NUM
fbem-30040	330	3	]	]	X
fbem-30040	330	4	acemoglu	acemoglu	PROPN
fbem-30040	330	5	,	,	PUNCT
fbem-30040	330	6	d.	d.	PROPN
fbem-30040	330	7	,	,	PUNCT
fbem-30040	330	8	&	&	CCONJ
fbem-30040	330	9	restrepo	restrepo	PROPN
fbem-30040	330	10	,	,	PUNCT
fbem-30040	330	11	p.	p.	NOUN
fbem-30040	330	12	(	(	PUNCT
fbem-30040	330	13	2018	2018	NUM
fbem-30040	330	14	)	)	PUNCT
fbem-30040	330	15	.	.	PUNCT
fbem-30040	331	1	the	the	DET
fbem-30040	331	2	race	race	NOUN
fbem-30040	331	3	between	between	ADP
fbem-30040	331	4	man	man	NOUN
fbem-30040	331	5	and	and	CCONJ
fbem-30040	331	6	machine	machine	NOUN
fbem-30040	331	7	:	:	PUNCT
fbem-30040	331	8	implications	implication	NOUN
fbem-30040	331	9	of	of	ADP
fbem-30040	331	10	technology	technology	NOUN
fbem-30040	331	11	for	for	ADP
fbem-30040	331	12	growth	growth	NOUN
fbem-30040	331	13	,	,	PUNCT
fbem-30040	331	14	factor	factor	NOUN
fbem-30040	331	15	shares	share	NOUN
fbem-30040	331	16	,	,	PUNCT
fbem-30040	331	17	and	and	CCONJ
fbem-30040	331	18	employment	employment	NOUN
fbem-30040	331	19	.	.	PUNCT
fbem-30040	332	1	*	*	PUNCT
fbem-30040	332	2	american	american	PROPN
fbem-30040	332	3	economic	economic	PROPN
fbem-30040	332	4	review	review	PROPN
fbem-30040	332	5	*	*	NUM
fbem-30040	332	6	,	,	PUNCT
fbem-30040	332	7	*	*	PROPN
fbem-30040	332	8	108*(6	108*(6	NUM
fbem-30040	332	9	)	)	PUNCT
fbem-30040	332	10	,	,	PUNCT
fbem-30040	332	11	1488	1488	NUM
fbem-30040	332	12	-	-	SYM
fbem-30040	332	13	1542	1542	NUM
fbem-30040	332	14	.	.	PUNCT
fbem-30040	333	1	[	[	X
fbem-30040	333	2	48	48	NUM
fbem-30040	333	3	]	]	SYM
fbem-30040	333	4	brynjolfsson	brynjolfsson	PROPN
fbem-30040	333	5	,	,	PUNCT
fbem-30040	333	6	e.	e.	PROPN
fbem-30040	333	7	,	,	PUNCT
fbem-30040	333	8	&	&	CCONJ
fbem-30040	333	9	mcafee	mcafee	PROPN
fbem-30040	333	10	,	,	PUNCT
fbem-30040	333	11	a.	a.	NOUN
fbem-30040	333	12	(	(	PUNCT
fbem-30040	333	13	2014	2014	NUM
fbem-30040	333	14	)	)	PUNCT
fbem-30040	333	15	.	.	PUNCT
fbem-30040	334	1	*	*	PUNCT
fbem-30040	334	2	the	the	DET
fbem-30040	334	3	second	second	ADJ
fbem-30040	334	4	machine	machine	NOUN
fbem-30040	334	5	age	age	NOUN
fbem-30040	334	6	:	:	PUNCT
fbem-30040	334	7	work	work	NOUN
fbem-30040	334	8	,	,	PUNCT
fbem-30040	334	9	progress	progress	NOUN
fbem-30040	334	10	,	,	PUNCT
fbem-30040	334	11	and	and	CCONJ
fbem-30040	334	12	prosperity	prosperity	NOUN
fbem-30040	334	13	in	in	ADP
fbem-30040	334	14	a	a	DET
fbem-30040	334	15	time	time	NOUN
fbem-30040	334	16	of	of	ADP
fbem-30040	334	17	brilliant	brilliant	ADJ
fbem-30040	334	18	technologies	technology	NOUN
fbem-30040	334	19	*	*	PUNCT
fbem-30040	334	20	.	.	PUNCT
fbem-30040	335	1	w.	w.	PROPN
fbem-30040	335	2	w.	w.	PROPN
fbem-30040	335	3	norton	norton	PROPN
fbem-30040	335	4	&	&	CCONJ
fbem-30040	335	5	company	company	PROPN
fbem-30040	335	6	.	.	PUNCT
fbem-30040	336	1	[	[	X
fbem-30040	336	2	49	49	NUM
fbem-30040	336	3	]	]	PUNCT
fbem-30040	336	4	frey	frey	PROPN
fbem-30040	336	5	,	,	PUNCT
fbem-30040	336	6	c.	c.	PROPN
fbem-30040	336	7	b.	b.	PROPN
fbem-30040	336	8	,	,	PUNCT
fbem-30040	336	9	&	&	CCONJ
fbem-30040	336	10	osborne	osborne	PROPN
fbem-30040	336	11	,	,	PUNCT
fbem-30040	336	12	m.	m.	NOUN
fbem-30040	336	13	a.	a.	NOUN
fbem-30040	336	14	(	(	PUNCT
fbem-30040	336	15	2017	2017	NUM
fbem-30040	336	16	)	)	PUNCT
fbem-30040	336	17	.	.	PUNCT
fbem-30040	337	1	the	the	DET
fbem-30040	337	2	future	future	NOUN
fbem-30040	337	3	of	of	ADP
fbem-30040	337	4	employment	employment	NOUN
fbem-30040	337	5	:	:	PUNCT
fbem-30040	337	6	how	how	SCONJ
fbem-30040	337	7	susceptible	susceptible	ADJ
fbem-30040	337	8	are	be	AUX
fbem-30040	337	9	jobs	job	NOUN
fbem-30040	337	10	to	to	ADP
fbem-30040	337	11	computerisation	computerisation	NOUN
fbem-30040	337	12	?	?	PUNCT
fbem-30040	338	1	*	*	PUNCT
fbem-30040	338	2	technological	technological	ADJ
fbem-30040	338	3	forecasting	forecasting	NOUN
fbem-30040	338	4	and	and	CCONJ
fbem-30040	338	5	social	social	ADJ
fbem-30040	338	6	change	change	NOUN
fbem-30040	338	7	*	*	PUNCT
fbem-30040	338	8	,	,	PUNCT
fbem-30040	338	9	*	*	PUNCT
fbem-30040	338	10	114	114	NUM
fbem-30040	338	11	*	*	NOUN
fbem-30040	338	12	,	,	PUNCT
fbem-30040	338	13	254280	254280	NUM
fbem-30040	338	14	.	.	PUNCT
fbem-30040	339	1	[	[	X
fbem-30040	339	2	50	50	NUM
fbem-30040	339	3	]	]	X
fbem-30040	339	4	mckinsey	mckinsey	PROPN
fbem-30040	339	5	global	global	PROPN
fbem-30040	339	6	institute	institute	PROPN
fbem-30040	339	7	.	.	PUNCT
fbem-30040	340	1	(	(	PUNCT
fbem-30040	340	2	2017	2017	NUM
fbem-30040	340	3	)	)	PUNCT
fbem-30040	340	4	.	.	PUNCT
fbem-30040	341	1	*	*	PUNCT
fbem-30040	341	2	a	a	DET
fbem-30040	341	3	future	future	NOUN
fbem-30040	341	4	that	that	PRON
fbem-30040	341	5	works	work	VERB
fbem-30040	341	6	:	:	PUNCT
fbem-30040	341	7	automation	automation	NOUN
fbem-30040	341	8	,	,	PUNCT
fbem-30040	341	9	employment	employment	NOUN
fbem-30040	341	10	,	,	PUNCT
fbem-30040	341	11	and	and	CCONJ
fbem-30040	341	12	productivity	productivity	NOUN
fbem-30040	341	13	*	*	NOUN
fbem-30040	341	14	.	.	PUNCT
fbem-30040	342	1	mckinsey	mckinsey	PROPN
fbem-30040	342	2	&	&	CCONJ
fbem-30040	342	3	company	company	NOUN
fbem-30040	342	4	.	.	PUNCT
fbem-30040	343	1	[	[	X
fbem-30040	343	2	51	51	NUM
fbem-30040	343	3	]	]	PUNCT
fbem-30040	343	4	world	world	PROPN
fbem-30040	343	5	economic	economic	PROPN
fbem-30040	343	6	forum	forum	PROPN
fbem-30040	343	7	.	.	PUNCT
fbem-30040	344	1	(	(	PUNCT
fbem-30040	344	2	2020	2020	NUM
fbem-30040	344	3	)	)	PUNCT
fbem-30040	344	4	.	.	PUNCT
fbem-30040	345	1	*	*	PUNCT
fbem-30040	345	2	the	the	DET
fbem-30040	345	3	future	future	NOUN
fbem-30040	345	4	of	of	ADP
fbem-30040	345	5	jobs	job	NOUN
fbem-30040	345	6	report	report	VERB
fbem-30040	345	7	2020	2020	NUM
fbem-30040	345	8	*	*	SYM
fbem-30040	345	9	.	.	PUNCT
fbem-30040	346	1	world	world	PROPN
fbem-30040	346	2	economic	economic	PROPN
fbem-30040	346	3	forum	forum	PROPN
fbem-30040	346	4	.	.	PUNCT
fbem-30040	347	1	[	[	X
fbem-30040	347	2	52	52	NUM
fbem-30040	347	3	]	]	X
fbem-30040	347	4	castelfranchi	castelfranchi	PROPN
fbem-30040	347	5	,	,	PUNCT
fbem-30040	347	6	c.	c.	NOUN
fbem-30040	347	7	,	,	PUNCT
fbem-30040	347	8	caglayan	caglayan	NOUN
fbem-30040	347	9	,	,	PUNCT
fbem-30040	347	10	m.	m.	NOUN
fbem-30040	347	11	,	,	PUNCT
fbem-30040	347	12	&	&	CCONJ
fbem-30040	347	13	haddadi	haddadi	PROPN
fbem-30040	347	14	,	,	PUNCT
fbem-30040	347	15	h.	h.	PROPN
fbem-30040	347	16	(	(	PUNCT
fbem-30040	347	17	2020	2020	NUM
fbem-30040	347	18	)	)	PUNCT
fbem-30040	347	19	.	.	PUNCT
fbem-30040	348	1	ethical	ethical	ADJ
fbem-30040	348	2	guidelines	guideline	NOUN
fbem-30040	348	3	for	for	ADP
fbem-30040	348	4	the	the	DET
fbem-30040	348	5	use	use	NOUN
fbem-30040	348	6	of	of	ADP
fbem-30040	348	7	artificial	artificial	ADJ
fbem-30040	348	8	intelligence	intelligence	NOUN
fbem-30040	348	9	in	in	ADP
fbem-30040	348	10	human	human	ADJ
fbem-30040	348	11	resource	resource	NOUN
fbem-30040	348	12	management	management	NOUN
fbem-30040	348	13	.	.	PUNCT
fbem-30040	349	1	*	*	PUNCT
fbem-30040	349	2	business	business	NOUN
fbem-30040	349	3	horizons	horizon	NOUN
fbem-30040	349	4	*	*	PUNCT
fbem-30040	349	5	,	,	PUNCT
fbem-30040	349	6	*	*	NOUN
fbem-30040	349	7	63*(5	63*(5	NUM
fbem-30040	349	8	)	)	PUNCT
fbem-30040	349	9	,	,	PUNCT
fbem-30040	349	10	553	553	NUM
fbem-30040	349	11	-	-	SYM
fbem-30040	349	12	563	563	NUM
fbem-30040	349	13	.	.	PUNCT
fbem-30040	350	1	[	[	X
fbem-30040	350	2	53	53	NUM
fbem-30040	350	3	]	]	X
fbem-30040	350	4	marler	marler	NOUN
fbem-30040	350	5	,	,	PUNCT
fbem-30040	350	6	j.	j.	PROPN
fbem-30040	350	7	,	,	PUNCT
fbem-30040	350	8	&	&	CCONJ
fbem-30040	350	9	marr	marr	PROPN
fbem-30040	350	10	,	,	PUNCT
fbem-30040	350	11	b.	b.	PROPN
fbem-30040	350	12	(	(	PUNCT
fbem-30040	350	13	2021	2021	NUM
fbem-30040	350	14	)	)	PUNCT
fbem-30040	350	15	.	.	PUNCT
fbem-30040	351	1	*	*	PUNCT
fbem-30040	351	2	artificial	artificial	ADJ
fbem-30040	351	3	intelligence	intelligence	NOUN
fbem-30040	351	4	in	in	ADP
fbem-30040	351	5	hr	hr	NOUN
fbem-30040	351	6	:	:	PUNCT
fbem-30040	351	7	a	a	DET
fbem-30040	351	8	guide	guide	NOUN
fbem-30040	351	9	to	to	ADP
fbem-30040	351	10	the	the	DET
fbem-30040	351	11	future	future	NOUN
fbem-30040	351	12	of	of	ADP
fbem-30040	351	13	work	work	NOUN
fbem-30040	351	14	*	*	PUNCT
fbem-30040	351	15	.	.	PUNCT
fbem-30040	352	1	kogan	kogan	PROPN
fbem-30040	352	2	page	page	NOUN
fbem-30040	352	3	publishers	publisher	NOUN
fbem-30040	352	4	.	.	PUNCT
fbem-30040	353	1	[	[	X
fbem-30040	353	2	54	54	NUM
fbem-30040	353	3	]	]	X
fbem-30040	353	4	boudreau	boudreau	PROPN
fbem-30040	353	5	,	,	PUNCT
fbem-30040	353	6	j.	j.	PROPN
fbem-30040	353	7	w.	w.	PROPN
fbem-30040	353	8	,	,	PUNCT
fbem-30040	353	9	ramstad	ramstad	VERB
fbem-30040	353	10	,	,	PUNCT
fbem-30040	353	11	p.	p.	NOUN
fbem-30040	353	12	m.	m.	NOUN
fbem-30040	353	13	,	,	PUNCT
fbem-30040	353	14	&	&	CCONJ
fbem-30040	353	15	siebert	siebert	PROPN
fbem-30040	353	16	,	,	PUNCT
fbem-30040	353	17	w.	w.	PROPN
fbem-30040	353	18	p.	p.	PROPN
fbem-30040	353	19	(	(	PUNCT
fbem-30040	353	20	2021	2021	NUM
fbem-30040	353	21	)	)	PUNCT
fbem-30040	353	22	.	.	PUNCT
fbem-30040	354	1	artificial	artificial	ADJ
fbem-30040	354	2	intelligence	intelligence	NOUN
fbem-30040	354	3	in	in	ADP
fbem-30040	354	4	human	human	ADJ
fbem-30040	354	5	resource	resource	NOUN
fbem-30040	354	6	management	management	NOUN
fbem-30040	354	7	:	:	PUNCT
fbem-30040	354	8	a	a	DET
fbem-30040	354	9	review	review	NOUN
fbem-30040	354	10	and	and	CCONJ
fbem-30040	354	11	agenda	agenda	NOUN
fbem-30040	354	12	for	for	ADP
fbem-30040	354	13	future	future	ADJ
fbem-30040	354	14	research	research	NOUN
fbem-30040	354	15	.	.	PUNCT
fbem-30040	355	1	*	*	PUNCT
fbem-30040	355	2	human	human	ADJ
fbem-30040	355	3	resource	resource	NOUN
fbem-30040	355	4	management	management	NOUN
fbem-30040	355	5	review	review	NOUN
fbem-30040	355	6	*	*	SYM
fbem-30040	355	7	,	,	PUNCT
fbem-30040	355	8	*	*	PROPN
fbem-30040	355	9	31*(1	31*(1	NUM
fbem-30040	355	10	)	)	PUNCT
fbem-30040	355	11	,	,	PUNCT
fbem-30040	355	12	100705	100705	NUM
fbem-30040	355	13	.	.	PUNCT
fbem-30040	356	1	[	[	X
fbem-30040	356	2	55	55	NUM
fbem-30040	356	3	]	]	X
fbem-30040	356	4	guthrie	guthrie	PROPN
fbem-30040	356	5	,	,	PUNCT
fbem-30040	356	6	d.	d.	PROPN
fbem-30040	356	7	,	,	PUNCT
fbem-30040	356	8	hitt	hitt	PROPN
fbem-30040	356	9	,	,	PUNCT
fbem-30040	356	10	m.	m.	NOUN
fbem-30040	356	11	a.	a.	PROPN
fbem-30040	356	12	,	,	PUNCT
fbem-30040	356	13	&	&	CCONJ
fbem-30040	356	14	ireland	ireland	PROPN
fbem-30040	356	15	,	,	PUNCT
fbem-30040	356	16	r.	r.	PROPN
fbem-30040	356	17	d.	d.	PROPN
fbem-30040	356	18	(	(	PUNCT
fbem-30040	356	19	2022	2022	NUM
fbem-30040	356	20	)	)	PUNCT
fbem-30040	356	21	.	.	PUNCT
fbem-30040	357	1	*	*	PUNCT
fbem-30040	357	2	strategic	strategic	ADJ
fbem-30040	357	3	management	management	NOUN
fbem-30040	357	4	:	:	PUNCT
fbem-30040	357	5	competitiveness	competitiveness	NOUN
fbem-30040	357	6	and	and	CCONJ
fbem-30040	357	7	globalization	globalization	NOUN
fbem-30040	357	8	*	*	PUNCT
fbem-30040	357	9	(	(	PUNCT
fbem-30040	357	10	12th	12th	NOUN
fbem-30040	357	11	ed	ed	NOUN
fbem-30040	357	12	.	.	PUNCT
fbem-30040	357	13	)	)	PUNCT
fbem-30040	357	14	.	.	PUNCT
fbem-30040	358	1	cengage	cengage	PROPN
fbem-30040	358	2	learning	learning	PROPN
fbem-30040	358	3	.	.	PUNCT
fbem-30040	359	1	[	[	X
fbem-30040	359	2	56	56	NUM
fbem-30040	359	3	]	]	PUNCT
fbem-30040	359	4	world	world	NOUN
fbem-30040	359	5	economic	economic	PROPN
fbem-30040	359	6	forum	forum	PROPN
fbem-30040	359	7	.	.	PUNCT
fbem-30040	360	1	(	(	PUNCT
fbem-30040	360	2	2020	2020	NUM
fbem-30040	360	3	)	)	PUNCT
fbem-30040	360	4	.	.	PUNCT
fbem-30040	361	1	*	*	PUNCT
fbem-30040	361	2	the	the	DET
fbem-30040	361	3	future	future	NOUN
fbem-30040	361	4	of	of	ADP
fbem-30040	361	5	jobs	job	NOUN
fbem-30040	361	6	report	report	VERB
fbem-30040	361	7	2020	2020	NUM
fbem-30040	361	8	*	*	SYM
fbem-30040	361	9	.	.	PUNCT
fbem-30040	362	1	world	world	PROPN
fbem-30040	362	2	economic	economic	PROPN
fbem-30040	362	3	forum	forum	PROPN
fbem-30040	362	4	.	.	PUNCT
fbem-30040	363	1	[	[	X
fbem-30040	363	2	57	57	NUM
fbem-30040	363	3	]	]	X
fbem-30040	363	4	brynjolfsson	brynjolfsson	PROPN
fbem-30040	363	5	,	,	PUNCT
fbem-30040	363	6	e.	e.	PROPN
fbem-30040	363	7	,	,	PUNCT
fbem-30040	363	8	&	&	CCONJ
fbem-30040	363	9	mcafee	mcafee	PROPN
fbem-30040	363	10	,	,	PUNCT
fbem-30040	363	11	a.	a.	NOUN
fbem-30040	363	12	(	(	PUNCT
fbem-30040	363	13	2017	2017	NUM
fbem-30040	363	14	)	)	PUNCT
fbem-30040	363	15	.	.	PUNCT
fbem-30040	364	1	*	*	PUNCT
fbem-30040	364	2	the	the	DET
fbem-30040	364	3	second	second	ADJ
fbem-30040	364	4	machine	machine	NOUN
fbem-30040	364	5	age	age	NOUN
fbem-30040	364	6	:	:	PUNCT
fbem-30040	364	7	work	work	NOUN
fbem-30040	364	8	,	,	PUNCT
fbem-30040	364	9	progress	progress	NOUN
fbem-30040	364	10	,	,	PUNCT
fbem-30040	364	11	and	and	CCONJ
fbem-30040	364	12	prosperity	prosperity	NOUN
fbem-30040	364	13	in	in	ADP
fbem-30040	364	14	a	a	DET
fbem-30040	364	15	time	time	NOUN
fbem-30040	364	16	of	of	ADP
fbem-30040	364	17	brilliant	brilliant	ADJ
fbem-30040	364	18	technologies	technology	NOUN
fbem-30040	364	19	*	*	PUNCT
fbem-30040	364	20	.	.	PUNCT
fbem-30040	365	1	w.	w.	PROPN
fbem-30040	365	2	w.	w.	PROPN
fbem-30040	365	3	norton	norton	PROPN
fbem-30040	365	4	&	&	CCONJ
fbem-30040	365	5	company	company	PROPN
fbem-30040	365	6	.	.	PUNCT
fbem-30040	366	1	[	[	X
fbem-30040	366	2	58	58	NUM
fbem-30040	366	3	]	]	X
fbem-30040	366	4	cascio	cascio	NOUN
fbem-30040	366	5	,	,	PUNCT
fbem-30040	366	6	w.	w.	PROPN
fbem-30040	366	7	f.	f.	PROPN
fbem-30040	366	8	(	(	PUNCT
fbem-30040	366	9	2018	2018	NUM
fbem-30040	366	10	)	)	PUNCT
fbem-30040	366	11	.	.	PUNCT
fbem-30040	367	1	*	*	PUNCT
fbem-30040	367	2	managing	manage	VERB
fbem-30040	367	3	human	human	ADJ
fbem-30040	367	4	resources	resource	NOUN
fbem-30040	367	5	:	:	PUNCT
fbem-30040	367	6	productivity	productivity	NOUN
fbem-30040	367	7	,	,	PUNCT
fbem-30040	367	8	quality	quality	NOUN
fbem-30040	367	9	of	of	ADP
fbem-30040	367	10	work	work	NOUN
fbem-30040	367	11	life	life	NOUN
fbem-30040	367	12	,	,	PUNCT
fbem-30040	367	13	profits	profit	NOUN
fbem-30040	367	14	*	*	PUNCT
fbem-30040	367	15	.	.	PUNCT
fbem-30040	368	1	mcgraw	mcgraw	PROPN
fbem-30040	368	2	-	-	PUNCT
fbem-30040	368	3	hill	hill	NOUN
fbem-30040	368	4	education	education	NOUN
fbem-30040	368	5	.	.	PUNCT