id	sid	tid	token	lemma	pos
cana-2945	1	1	communications	communication	NOUN
cana-2945	1	2	on	on	ADP
cana-2945	1	3	applied	apply	VERB
cana-2945	1	4	nonlinear	nonlinear	ADJ
cana-2945	1	5	analysis	analysis	NOUN
cana-2945	1	6	issn	issn	NOUN
cana-2945	1	7	:	:	PUNCT
cana-2945	1	8	1074	1074	NUM
cana-2945	1	9	-	-	PUNCT
cana-2945	1	10	133x	133x	NUM
cana-2945	1	11	vol	vol	NOUN
cana-2945	1	12	32	32	NUM
cana-2945	1	13	no	no	NOUN
cana-2945	1	14	.	.	PUNCT
cana-2945	2	1	5s	5s	NUM
cana-2945	2	2	(	(	PUNCT
cana-2945	2	3	2025	2025	NUM
cana-2945	2	4	)	)	PUNCT
cana-2945	2	5	43	43	NUM
cana-2945	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2945	2	7	ml	ml	ADJ
cana-2945	2	8	and	and	CCONJ
cana-2945	2	9	legal	legal	ADJ
cana-2945	2	10	analytics	analytic	NOUN
cana-2945	2	11	:	:	PUNCT
cana-2945	2	12	a	a	DET
cana-2945	2	13	computational	computational	ADJ
cana-2945	2	14	approach	approach	NOUN
cana-2945	2	15	to	to	ADP
cana-2945	2	16	case	case	NOUN
cana-2945	2	17	outcome	outcome	NOUN
cana-2945	2	18	prediction	prediction	NOUN
cana-2945	2	19	in	in	ADP
cana-2945	2	20	legal	legal	ADJ
cana-2945	2	21	management	management	NOUN
cana-2945	2	22	bhanu	bhanu	PROPN
cana-2945	2	23	pratap	pratap	PROPN
cana-2945	2	24	singh1	singh1	PROPN
cana-2945	2	25	,	,	PUNCT
cana-2945	2	26	rajdeep	rajdeep	ADJ
cana-2945	2	27	singh	singh	PROPN
cana-2945	2	28	solanki2	solanki2	PROPN
cana-2945	2	29	,	,	PUNCT
cana-2945	2	30	ratnesh	ratnesh	PROPN
cana-2945	2	31	kumar	kumar	PROPN
cana-2945	2	32	srivastava3	srivastava3	PROPN
cana-2945	2	33	,	,	PUNCT
cana-2945	2	34	priyadarshini	priyadarshini	PROPN
cana-2945	2	35	tiwari4	tiwari4	NOUN
cana-2945	2	36	,	,	PUNCT
cana-2945	2	37	bhawna	bhawna	VERB
cana-2945	2	38	arora5	arora5	PROPN
cana-2945	2	39	,	,	PUNCT
cana-2945	2	40	ajay	ajay	PROPN
cana-2945	2	41	sudhir	sudhir	PROPN
cana-2945	2	42	bale6	bale6	PROPN
cana-2945	2	43	*	*	PROPN
cana-2945	2	44	and	and	CCONJ
cana-2945	2	45	saurabh	saurabh	PROPN
cana-2945	2	46	mittal7	mittal7	PROPN
cana-2945	3	1	1assistant	1assistant	NUM
cana-2945	3	2	professor	professor	NOUN
cana-2945	3	3	,	,	PUNCT
cana-2945	3	4	institute	institute	NOUN
cana-2945	3	5	of	of	ADP
cana-2945	3	6	legal	legal	ADJ
cana-2945	3	7	studies	study	NOUN
cana-2945	3	8	and	and	CCONJ
cana-2945	3	9	research	research	NOUN
cana-2945	3	10	,	,	PUNCT
cana-2945	3	11	gla	gla	PROPN
cana-2945	3	12	university	university	PROPN
cana-2945	3	13	,	,	PUNCT
cana-2945	3	14	mathura	mathura	PROPN
cana-2945	3	15	u.p	u.p	PROPN
cana-2945	3	16	.	.	PROPN
cana-2945	3	17	-281406	-281406	PROPN
cana-2945	3	18	;	;	PUNCT
cana-2945	3	19	bhanupratap2401@gmail.com	bhanupratap2401@gmail.com	X
cana-2945	4	1	2assistant	2assistant	PROPN
cana-2945	4	2	professor	professor	NOUN
cana-2945	4	3	,	,	PUNCT
cana-2945	4	4	medi	medi	NOUN
cana-2945	4	5	-	-	PUNCT
cana-2945	4	6	caps	cap	NOUN
cana-2945	4	7	university	university	NOUN
cana-2945	4	8	indore	indore	NOUN
cana-2945	4	9	,	,	PUNCT
cana-2945	4	10	computer	computer	NOUN
cana-2945	4	11	science	science	NOUN
cana-2945	4	12	department	department	PROPN
cana-2945	4	13	;	;	PUNCT
cana-2945	4	14	rajdeepslnk@yahoo.co.in	rajdeepslnk@yahoo.co.in	PROPN
cana-2945	4	15	3assistant	3assistant	NUM
cana-2945	4	16	professor	professor	NOUN
cana-2945	4	17	in	in	ADP
cana-2945	4	18	law	law	NOUN
cana-2945	4	19	,	,	PUNCT
cana-2945	4	20	law	law	NOUN
cana-2945	4	21	college	college	NOUN
cana-2945	4	22	dehradun	dehradun	PROPN
cana-2945	4	23	,	,	PUNCT
cana-2945	4	24	uttaranchal	uttaranchal	PROPN
cana-2945	4	25	university	university	PROPN
cana-2945	4	26	,	,	PUNCT
cana-2945	4	27	dehradun	dehradun	PROPN
cana-2945	4	28	,	,	PUNCT
cana-2945	4	29	(	(	PUNCT
cana-2945	4	30	u.k	u.k	NOUN
cana-2945	4	31	.	.	PROPN
cana-2945	4	32	)	)	PUNCT
cana-2945	4	33	,	,	PUNCT
cana-2945	4	34	india	india	PROPN
cana-2945	4	35	,	,	PUNCT
cana-2945	4	36	248007	248007	NUM
cana-2945	4	37	;	;	PUNCT
cana-2945	4	38	ratneshgnlullm@gmail.com	ratneshgnlullm@gmail.com	X
cana-2945	4	39	4	4	NUM
cana-2945	4	40	assistant	assistant	NOUN
cana-2945	4	41	professor	professor	NOUN
cana-2945	4	42	in	in	ADP
cana-2945	4	43	law	law	NOUN
cana-2945	4	44	,	,	PUNCT
cana-2945	4	45	law	law	NOUN
cana-2945	4	46	college	college	NOUN
cana-2945	4	47	dehradun	dehradun	PROPN
cana-2945	4	48	,	,	PUNCT
cana-2945	4	49	uttaranchal	uttaranchal	PROPN
cana-2945	4	50	university	university	PROPN
cana-2945	4	51	,	,	PUNCT
cana-2945	4	52	dehradun	dehradun	PROPN
cana-2945	4	53	(	(	PUNCT
cana-2945	4	54	u.k	u.k	PROPN
cana-2945	4	55	.	.	PROPN
cana-2945	4	56	)	)	PUNCT
cana-2945	4	57	,	,	PUNCT
cana-2945	4	58	india	india	PROPN
cana-2945	4	59	,	,	PUNCT
cana-2945	4	60	248007	248007	NUM
cana-2945	4	61	;	;	PUNCT
cana-2945	4	62	priyadarshinitiwarivns@gmail.com	priyadarshinitiwarivns@gmail.com	X
cana-2945	5	1	5associate	5associate	NUM
cana-2945	5	2	professor	professor	NOUN
cana-2945	5	3	,	,	PUNCT
cana-2945	5	4	law	law	NOUN
cana-2945	5	5	college	college	NOUN
cana-2945	5	6	dehradun	dehradun	PROPN
cana-2945	5	7	,	,	PUNCT
cana-2945	5	8	uttaranchal	uttaranchal	PROPN
cana-2945	5	9	university	university	PROPN
cana-2945	5	10	,	,	PUNCT
cana-2945	5	11	dehradun	dehradun	PROPN
cana-2945	5	12	248007	248007	NUM
cana-2945	5	13	;	;	PUNCT
cana-2945	5	14	arorabhawna935@gmail.com	arorabhawna935@gmail.com	X
cana-2945	5	15	6department	6department	NUM
cana-2945	5	16	of	of	ADP
cana-2945	5	17	ece	ece	PROPN
cana-2945	5	18	,	,	PUNCT
cana-2945	5	19	new	new	ADJ
cana-2945	5	20	horizon	horizon	PROPN
cana-2945	5	21	college	college	PROPN
cana-2945	5	22	of	of	ADP
cana-2945	5	23	engineering	engineering	PROPN
cana-2945	5	24	,	,	PUNCT
cana-2945	5	25	bengaluru	bengaluru	PROPN
cana-2945	5	26	,	,	PUNCT
cana-2945	5	27	india	india	PROPN
cana-2945	5	28	;	;	PUNCT
cana-2945	5	29	ajaysudhirbale@gmail.com	ajaysudhirbale@gmail.com	X
cana-2945	6	1	7independent	7independent	NUM
cana-2945	6	2	scholar	scholar	NOUN
cana-2945	6	3	,	,	PUNCT
cana-2945	6	4	maharishi	maharishi	PROPN
cana-2945	6	5	markandeshwar	markandeshwar	PROPN
cana-2945	6	6	university	university	PROPN
cana-2945	6	7	,	,	PUNCT
cana-2945	6	8	mullana	mullana	PROPN
cana-2945	6	9	,	,	PUNCT
cana-2945	6	10	india	india	PROPN
cana-2945	6	11	;	;	PUNCT
cana-2945	6	12	saurabhmittal288@gmail.com	saurabhmittal288@gmail.com	X
cana-2945	6	13	corresponding	correspond	VERB
cana-2945	6	14	author	author	NOUN
cana-2945	6	15	:	:	PUNCT
cana-2945	6	16	ajay	ajay	PROPN
cana-2945	6	17	sudhir	sudhir	PROPN
cana-2945	6	18	bale	bale	PROPN
cana-2945	6	19	;	;	PUNCT
cana-2945	6	20	ajaysudhirbale@gmail.com	ajaysudhirbale@gmail.com	X
cana-2945	6	21	article	article	NOUN
cana-2945	6	22	history	history	NOUN
cana-2945	6	23	:	:	PUNCT
cana-2945	6	24	received	receive	VERB
cana-2945	6	25	:	:	PUNCT
cana-2945	6	26	01	01	NUM
cana-2945	6	27	-	-	SYM
cana-2945	6	28	10	10	NUM
cana-2945	6	29	-	-	PUNCT
cana-2945	6	30	2024	2024	NUM
cana-2945	6	31	revised	revise	VERB
cana-2945	6	32	:	:	PUNCT
cana-2945	6	33	22	22	NUM
cana-2945	6	34	-	-	SYM
cana-2945	6	35	11	11	NUM
cana-2945	6	36	-	-	PUNCT
cana-2945	6	37	2024	2024	NUM
cana-2945	6	38	accepted	accept	VERB
cana-2945	6	39	:	:	PUNCT
cana-2945	6	40	02	02	NUM
cana-2945	6	41	-	-	SYM
cana-2945	6	42	12	12	NUM
cana-2945	6	43	-	-	PUNCT
cana-2945	6	44	2024	2024	NUM
cana-2945	6	45	abstract	abstract	NOUN
cana-2945	6	46	:	:	PUNCT
cana-2945	6	47	the	the	DET
cana-2945	6	48	legal	legal	ADJ
cana-2945	6	49	industry	industry	NOUN
cana-2945	6	50	has	have	AUX
cana-2945	6	51	undergone	undergo	VERB
cana-2945	6	52	a	a	DET
cana-2945	6	53	transformation	transformation	NOUN
cana-2945	6	54	through	through	ADP
cana-2945	6	55	the	the	DET
cana-2945	6	56	combination	combination	NOUN
cana-2945	6	57	of	of	ADP
cana-2945	6	58	machine	machine	NOUN
cana-2945	6	59	learning	learning	NOUN
cana-2945	6	60	and	and	CCONJ
cana-2945	6	61	artificial	artificial	ADJ
cana-2945	6	62	intelligence	intelligence	NOUN
cana-2945	6	63	techniques	technique	NOUN
cana-2945	6	64	.	.	PUNCT
cana-2945	7	1	this	this	DET
cana-2945	7	2	work	work	NOUN
cana-2945	7	3	focuses	focus	VERB
cana-2945	7	4	the	the	DET
cana-2945	7	5	application	application	NOUN
cana-2945	7	6	of	of	ADP
cana-2945	7	7	such	such	ADJ
cana-2945	7	8	approaches	approach	NOUN
cana-2945	7	9	in	in	ADP
cana-2945	7	10	legal	legal	ADJ
cana-2945	7	11	management	management	NOUN
cana-2945	7	12	and	and	CCONJ
cana-2945	7	13	also	also	ADV
cana-2945	7	14	explores	explore	VERB
cana-2945	7	15	how	how	SCONJ
cana-2945	7	16	these	these	DET
cana-2945	7	17	techniques	technique	NOUN
cana-2945	7	18	are	be	AUX
cana-2945	7	19	useful	useful	ADJ
cana-2945	7	20	in	in	ADP
cana-2945	7	21	various	various	ADJ
cana-2945	7	22	aspects	aspect	NOUN
cana-2945	7	23	of	of	ADP
cana-2945	7	24	legal	legal	ADJ
cana-2945	7	25	service	service	NOUN
cana-2945	7	26	.	.	PUNCT
cana-2945	8	1	with	with	ADP
cana-2945	8	2	this	this	DET
cana-2945	8	3	work	work	NOUN
cana-2945	8	4	,	,	PUNCT
cana-2945	8	5	there	there	PRON
cana-2945	8	6	is	be	VERB
cana-2945	8	7	an	an	DET
cana-2945	8	8	analysis	analysis	NOUN
cana-2945	8	9	done	do	VERB
cana-2945	8	10	using	use	VERB
cana-2945	8	11	case	case	NOUN
cana-2945	8	12	studies	study	NOUN
cana-2945	8	13	from	from	ADP
cana-2945	8	14	leading	lead	VERB
cana-2945	8	15	organisations	organisation	NOUN
cana-2945	8	16	such	such	ADJ
cana-2945	8	17	as	as	ADP
cana-2945	8	18	lex	lex	PROPN
cana-2945	8	19	machina	machina	PROPN
cana-2945	8	20	,	,	PUNCT
cana-2945	8	21	jp	jp	NOUN
cana-2945	8	22	morgan	morgan	PROPN
cana-2945	8	23	,	,	PUNCT
cana-2945	8	24	deloitte	deloitte	PROPN
cana-2945	8	25	,	,	PUNCT
cana-2945	8	26	ibm	ibm	PROPN
cana-2945	8	27	watson	watson	PROPN
cana-2945	8	28	,	,	PUNCT
cana-2945	8	29	all	all	DET
cana-2945	8	30	state	state	NOUN
cana-2945	8	31	insurance	insurance	NOUN
cana-2945	8	32	and	and	CCONJ
cana-2945	8	33	others	other	NOUN
cana-2945	8	34	.	.	PUNCT
cana-2945	9	1	we	we	PRON
cana-2945	9	2	show	show	VERB
cana-2945	9	3	that	that	SCONJ
cana-2945	9	4	the	the	DET
cana-2945	9	5	potential	potential	NOUN
cana-2945	9	6	of	of	ADP
cana-2945	9	7	machine	machine	NOUN
cana-2945	9	8	learning	learning	NOUN
cana-2945	9	9	is	be	AUX
cana-2945	9	10	useful	useful	ADJ
cana-2945	9	11	in	in	ADP
cana-2945	9	12	improving	improve	VERB
cana-2945	9	13	the	the	DET
cana-2945	9	14	efficiency	efficiency	NOUN
cana-2945	9	15	and	and	CCONJ
cana-2945	9	16	decision	decision	NOUN
cana-2945	9	17	making	making	NOUN
cana-2945	9	18	in	in	ADP
cana-2945	9	19	these	these	DET
cana-2945	9	20	processes	process	NOUN
cana-2945	9	21	applied	apply	VERB
cana-2945	9	22	to	to	ADP
cana-2945	9	23	critical	critical	ADJ
cana-2945	9	24	legal	legal	ADJ
cana-2945	9	25	domains	domain	NOUN
cana-2945	9	26	such	such	ADJ
cana-2945	9	27	as	as	ADP
cana-2945	9	28	contract	contract	NOUN
cana-2945	9	29	intelligence	intelligence	NOUN
cana-2945	9	30	,	,	PUNCT
cana-2945	9	31	ipr	ipr	PROPN
cana-2945	9	32	analysis	analysis	NOUN
cana-2945	9	33	,	,	PUNCT
cana-2945	9	34	litigation	litigation	NOUN
cana-2945	9	35	risk	risk	NOUN
cana-2945	9	36	assessment	assessment	NOUN
cana-2945	9	37	and	and	CCONJ
cana-2945	9	38	other	other	ADJ
cana-2945	9	39	our	our	PRON
cana-2945	9	40	work	work	NOUN
cana-2945	9	41	.	.	PUNCT
cana-2945	10	1	the	the	DET
cana-2945	10	2	potential	potential	NOUN
cana-2945	10	3	of	of	ADP
cana-2945	10	4	ml	ml	NOUN
cana-2945	10	5	to	to	PART
cana-2945	10	6	combine	combine	VERB
cana-2945	10	7	with	with	ADP
cana-2945	10	8	traditional	traditional	ADJ
cana-2945	10	9	legal	legal	ADJ
cana-2945	10	10	practices	practice	NOUN
cana-2945	10	11	offer	offer	VERB
cana-2945	10	12	a	a	DET
cana-2945	10	13	lot	lot	NOUN
cana-2945	10	14	of	of	ADP
cana-2945	10	15	advantages	advantage	NOUN
cana-2945	10	16	in	in	ADP
cana-2945	10	17	the	the	DET
cana-2945	10	18	field	field	NOUN
cana-2945	10	19	of	of	ADP
cana-2945	10	20	data	datum	NOUN
cana-2945	10	21	analytics	analytic	NOUN
cana-2945	10	22	,	,	PUNCT
cana-2945	10	23	and	and	CCONJ
cana-2945	10	24	pattern	pattern	NOUN
cana-2945	10	25	recognition	recognition	NOUN
cana-2945	10	26	.	.	PUNCT
cana-2945	11	1	keywords	keyword	NOUN
cana-2945	11	2	:	:	PUNCT
cana-2945	11	3	machine	machine	NOUN
cana-2945	11	4	learning	learning	NOUN
cana-2945	11	5	,	,	PUNCT
cana-2945	11	6	legal	legal	ADJ
cana-2945	11	7	issues	issue	NOUN
cana-2945	11	8	,	,	PUNCT
cana-2945	11	9	prediction	prediction	NOUN
cana-2945	11	10	,	,	PUNCT
cana-2945	11	11	precision	precision	NOUN
cana-2945	11	12	1	1	NUM
cana-2945	11	13	.	.	PUNCT
cana-2945	12	1	introduction	introduction	NOUN
cana-2945	12	2	recently	recently	ADV
cana-2945	12	3	,	,	PUNCT
cana-2945	12	4	industry	industry	NOUN
cana-2945	12	5	4.0	4.0	NUM
cana-2945	12	6	has	have	AUX
cana-2945	12	7	garnered	garner	VERB
cana-2945	12	8	significant	significant	ADJ
cana-2945	12	9	interest	interest	NOUN
cana-2945	12	10	from	from	ADP
cana-2945	12	11	both	both	DET
cana-2945	12	12	scholars	scholar	NOUN
cana-2945	12	13	and	and	CCONJ
cana-2945	12	14	professionals	professional	NOUN
cana-2945	12	15	.	.	PUNCT
cana-2945	13	1	the	the	DET
cana-2945	13	2	innovations	innovation	NOUN
cana-2945	13	3	of	of	ADP
cana-2945	13	4	industry	industry	NOUN
cana-2945	13	5	4.0	4.0	NUM
cana-2945	13	6	,	,	PUNCT
cana-2945	13	7	such	such	ADJ
cana-2945	13	8	as	as	ADP
cana-2945	13	9	artificial	artificial	ADJ
cana-2945	13	10	intelligence	intelligence	NOUN
cana-2945	13	11	(	(	PUNCT
cana-2945	13	12	ai	ai	NOUN
cana-2945	13	13	)	)	PUNCT
cana-2945	13	14	,	,	PUNCT
cana-2945	13	15	machine	machine	NOUN
cana-2945	13	16	learning	learning	NOUN
cana-2945	13	17	(	(	PUNCT
cana-2945	13	18	ml	ml	NOUN
cana-2945	13	19	)	)	PUNCT
cana-2945	13	20	,	,	PUNCT
cana-2945	13	21	robots	robot	NOUN
cana-2945	13	22	,	,	PUNCT
cana-2945	13	23	internet	internet	NOUN
cana-2945	13	24	of	of	ADP
cana-2945	13	25	things	thing	NOUN
cana-2945	13	26	(	(	PUNCT
cana-2945	13	27	iot	iot	NOUN
cana-2945	13	28	)	)	PUNCT
cana-2945	13	29	,	,	PUNCT
cana-2945	13	30	wireless	wireless	ADJ
cana-2945	13	31	connectivity	connectivity	NOUN
cana-2945	13	32	,	,	PUNCT
cana-2945	13	33	big	big	ADJ
cana-2945	13	34	data	datum	NOUN
cana-2945	13	35	,	,	PUNCT
cana-2945	13	36	and	and	CCONJ
cana-2945	13	37	the	the	DET
cana-2945	13	38	cloud	cloud	NOUN
cana-2945	13	39	,	,	PUNCT
cana-2945	13	40	are	be	AUX
cana-2945	13	41	significantly	significantly	ADV
cana-2945	13	42	impacting	impact	VERB
cana-2945	13	43	both	both	DET
cana-2945	13	44	societies	society	NOUN
cana-2945	13	45	and	and	CCONJ
cana-2945	13	46	economies	economy	NOUN
cana-2945	13	47	as	as	ADP
cana-2945	13	48	a	a	DET
cana-2945	13	49	whole	whole	NOUN
cana-2945	14	1	[	[	X
cana-2945	14	2	1,2	1,2	NUM
cana-2945	14	3	]	]	PUNCT
cana-2945	14	4	.	.	PUNCT
cana-2945	15	1	industry	industry	NOUN
cana-2945	15	2	4.0	4.0	NUM
cana-2945	15	3	innovations	innovation	NOUN
cana-2945	15	4	are	be	AUX
cana-2945	15	5	acknowledged	acknowledge	VERB
cana-2945	15	6	as	as	ADP
cana-2945	15	7	potent	potent	ADJ
cana-2945	15	8	instruments	instrument	NOUN
cana-2945	15	9	for	for	ADP
cana-2945	15	10	enhancing	enhance	VERB
cana-2945	15	11	efficiency	efficiency	NOUN
cana-2945	15	12	and	and	CCONJ
cana-2945	15	13	rivalry	rivalry	NOUN
cana-2945	15	14	across	across	ADP
cana-2945	15	15	several	several	ADJ
cana-2945	15	16	sectors	sector	NOUN
cana-2945	15	17	,	,	PUNCT
cana-2945	15	18	like	like	ADP
cana-2945	15	19	production	production	NOUN
cana-2945	15	20	,	,	PUNCT
cana-2945	15	21	education	education	NOUN
cana-2945	15	22	,	,	PUNCT
cana-2945	15	23	and	and	CCONJ
cana-2945	15	24	hospitals	hospital	NOUN
cana-2945	15	25	.	.	PUNCT
cana-2945	16	1	this	this	DET
cana-2945	16	2	study	study	NOUN
cana-2945	16	3	examines	examine	VERB
cana-2945	16	4	the	the	DET
cana-2945	16	5	use	use	NOUN
cana-2945	16	6	of	of	ADP
cana-2945	16	7	industry	industry	NOUN
cana-2945	16	8	4.0	4.0	NUM
cana-2945	16	9	technology	technology	NOUN
cana-2945	16	10	within	within	ADP
cana-2945	16	11	the	the	DET
cana-2945	16	12	legal	legal	ADJ
cana-2945	16	13	sector	sector	NOUN
cana-2945	16	14	.	.	PUNCT
cana-2945	17	1	historically	historically	ADV
cana-2945	17	2	,	,	PUNCT
cana-2945	17	3	legal	legal	ADJ
cana-2945	17	4	aid	aid	NOUN
cana-2945	17	5	services	service	NOUN
cana-2945	17	6	are	be	AUX
cana-2945	17	7	delivered	deliver	VERB
cana-2945	17	8	by	by	ADP
cana-2945	17	9	human	human	ADJ
cana-2945	17	10	specialists	specialist	NOUN
cana-2945	17	11	;	;	PUNCT
cana-2945	17	12	nevertheless	nevertheless	ADV
cana-2945	17	13	,	,	PUNCT
cana-2945	17	14	contemporary	contemporary	ADJ
cana-2945	17	15	technology	technology	NOUN
cana-2945	17	16	might	might	AUX
cana-2945	17	17	computerise	computerise	VERB
cana-2945	17	18	the	the	DET
cana-2945	17	19	procedural	procedural	ADJ
cana-2945	17	20	aspects	aspect	NOUN
cana-2945	17	21	of	of	ADP
cana-2945	17	22	the	the	DET
cana-2945	17	23	legal	legal	ADJ
cana-2945	17	24	field	field	NOUN
cana-2945	17	25	.	.	PUNCT
cana-2945	18	1	as	as	ADP
cana-2945	18	2	a	a	DET
cana-2945	18	3	result	result	NOUN
cana-2945	18	4	,	,	PUNCT
cana-2945	18	5	legal	legal	ADJ
cana-2945	18	6	tech	tech	NOUN
cana-2945	18	7	has	have	AUX
cana-2945	18	8	become	become	VERB
cana-2945	18	9	a	a	DET
cana-2945	18	10	significant	significant	ADJ
cana-2945	18	11	area	area	NOUN
cana-2945	18	12	of	of	ADP
cana-2945	18	13	study	study	NOUN
cana-2945	18	14	for	for	ADP
cana-2945	18	15	the	the	DET
cana-2945	18	16	legal	legal	ADJ
cana-2945	18	17	and	and	CCONJ
cana-2945	18	18	information	information	NOUN
cana-2945	18	19	technology	technology	NOUN
cana-2945	18	20	sectors	sector	NOUN
cana-2945	18	21	[	[	X
cana-2945	18	22	6,7	6,7	NUM
cana-2945	18	23	]	]	PUNCT
cana-2945	18	24	.	.	PUNCT
cana-2945	19	1	mailto:saurabhmittal288@gmail.com	mailto:saurabhmittal288@gmail.com	X
cana-2945	19	2	communications	communication	NOUN
cana-2945	19	3	on	on	ADP
cana-2945	19	4	applied	apply	VERB
cana-2945	19	5	nonlinear	nonlinear	ADJ
cana-2945	19	6	analysis	analysis	NOUN
cana-2945	19	7	issn	issn	NOUN
cana-2945	19	8	:	:	PUNCT
cana-2945	19	9	1074	1074	NUM
cana-2945	19	10	-	-	PUNCT
cana-2945	19	11	133x	133x	NUM
cana-2945	19	12	vol	vol	NOUN
cana-2945	19	13	32	32	NUM
cana-2945	19	14	no	no	NOUN
cana-2945	19	15	.	.	PUNCT
cana-2945	20	1	5s	5s	NUM
cana-2945	20	2	(	(	PUNCT
cana-2945	20	3	2025	2025	NUM
cana-2945	20	4	)	)	PUNCT
cana-2945	20	5	44	44	NUM
cana-2945	20	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2945	20	7	2	2	NUM
cana-2945	20	8	.	.	NOUN
cana-2945	20	9	significance	significance	NOUN
cana-2945	20	10	of	of	ADP
cana-2945	20	11	machine	machine	NOUN
cana-2945	20	12	learning	learning	NOUN
cana-2945	20	13	in	in	ADP
cana-2945	20	14	legal	legal	ADJ
cana-2945	20	15	analytics	analytic	NOUN
cana-2945	20	16	(	(	PUNCT
cana-2945	20	17	la	la	NOUN
cana-2945	20	18	)	)	PUNCT
cana-2945	20	19	the	the	DET
cana-2945	20	20	significance	significance	NOUN
cana-2945	20	21	of	of	ADP
cana-2945	20	22	ml	ml	NOUN
cana-2945	20	23	in	in	ADP
cana-2945	20	24	legal	legal	ADJ
cana-2945	20	25	analyst	analyst	NOUN
cana-2945	20	26	is	be	AUX
cana-2945	20	27	discussed	discuss	VERB
cana-2945	20	28	with	with	ADP
cana-2945	20	29	the	the	DET
cana-2945	20	30	use	use	NOUN
cana-2945	20	31	of	of	ADP
cana-2945	20	32	10	10	NUM
cana-2945	20	33	case	case	NOUN
cana-2945	20	34	studies	study	NOUN
cana-2945	20	35	.	.	PUNCT
cana-2945	21	1	figure	figure	VERB
cana-2945	21	2	1	1	NUM
cana-2945	21	3	:	:	PUNCT
cana-2945	21	4	the	the	DET
cana-2945	21	5	trends	trend	NOUN
cana-2945	21	6	of	of	ADP
cana-2945	21	7	the	the	DET
cana-2945	21	8	cases	case	NOUN
cana-2945	21	9	studied	study	VERB
cana-2945	21	10	in	in	ADP
cana-2945	21	11	this	this	DET
cana-2945	21	12	work	work	NOUN
cana-2945	21	13	2.1	2.1	NUM
cana-2945	21	14	.	.	PUNCT
cana-2945	22	1	lex	lex	PROPN
cana-2945	22	2	machina	machina	PROPN
cana-2945	22	3	at	at	ADP
cana-2945	22	4	lex	lex	PROPN
cana-2945	22	5	machina	machina	PROPN
cana-2945	22	6	,	,	PUNCT
cana-2945	22	7	they	they	PRON
cana-2945	22	8	take	take	VERB
cana-2945	22	9	pleasure	pleasure	NOUN
cana-2945	22	10	in	in	ADP
cana-2945	22	11	the	the	DET
cana-2945	22	12	precision	precision	NOUN
cana-2945	22	13	,	,	PUNCT
cana-2945	22	14	understanding	understanding	NOUN
cana-2945	22	15	,	,	PUNCT
cana-2945	22	16	and	and	CCONJ
cana-2945	22	17	clarity	clarity	NOUN
cana-2945	22	18	of	of	ADP
cana-2945	22	19	our	our	PRON
cana-2945	22	20	la	la	NOUN
cana-2945	22	21	,	,	PUNCT
cana-2945	22	22	alongside	alongside	ADP
cana-2945	22	23	our	our	PRON
cana-2945	22	24	robust	robust	ADJ
cana-2945	22	25	result	result	NOUN
cana-2945	22	26	insights	insight	NOUN
cana-2945	22	27	and	and	CCONJ
cana-2945	22	28	significant	significant	ADJ
cana-2945	22	29	organisation	organisation	NOUN
cana-2945	22	30	data	datum	NOUN
cana-2945	22	31	[	[	X
cana-2945	22	32	8	8	NUM
cana-2945	22	33	-	-	SYM
cana-2945	22	34	9	9	NUM
cana-2945	22	35	]	]	PUNCT
cana-2945	22	36	.	.	PUNCT
cana-2945	23	1	the	the	DET
cana-2945	23	2	data	data	NOUN
cana-2945	23	3	is	be	AUX
cana-2945	23	4	sourced	source	VERB
cana-2945	23	5	from	from	ADP
cana-2945	23	6	actual	actual	ADJ
cana-2945	23	7	court	court	NOUN
cana-2945	23	8	filings	filing	NOUN
cana-2945	23	9	,	,	PUNCT
cana-2945	23	10	then	then	ADV
cana-2945	23	11	collated	collate	VERB
cana-2945	23	12	,	,	PUNCT
cana-2945	23	13	refined	refine	VERB
cana-2945	23	14	,	,	PUNCT
cana-2945	23	15	and	and	CCONJ
cana-2945	23	16	augmented	augment	VERB
cana-2945	23	17	by	by	ADP
cana-2945	23	18	an	an	DET
cana-2945	23	19	innovative	innovative	ADJ
cana-2945	23	20	integration	integration	NOUN
cana-2945	23	21	of	of	ADP
cana-2945	23	22	ai	ai	NOUN
cana-2945	23	23	and	and	CCONJ
cana-2945	23	24	in	in	ADP
cana-2945	23	25	-	-	PUNCT
cana-2945	23	26	house	house	NOUN
cana-2945	23	27	legal	legal	ADJ
cana-2945	23	28	specialists	specialist	NOUN
cana-2945	23	29	,	,	PUNCT
cana-2945	23	30	with	with	ADP
cana-2945	23	31	updates	update	NOUN
cana-2945	23	32	occurring	occur	VERB
cana-2945	23	33	each	each	DET
cana-2945	23	34	24	24	NUM
cana-2945	23	35	hours	hour	NOUN
cana-2945	23	36	to	to	PART
cana-2945	23	37	provide	provide	VERB
cana-2945	23	38	the	the	DET
cana-2945	23	39	exceptional	exceptional	ADJ
cana-2945	23	40	la	la	NOUN
cana-2945	23	41	relied	rely	VERB
cana-2945	23	42	upon	upon	SCONJ
cana-2945	23	43	by	by	ADP
cana-2945	23	44	lawyers	lawyer	NOUN
cana-2945	23	45	.	.	PUNCT
cana-2945	24	1	below	below	ADV
cana-2945	24	2	are	be	AUX
cana-2945	24	3	few	few	ADJ
cana-2945	24	4	characteristics	characteristic	NOUN
cana-2945	24	5	that	that	PRON
cana-2945	24	6	distinguish	distinguish	VERB
cana-2945	24	7	us	we	PRON
cana-2945	24	8	from	from	ADP
cana-2945	24	9	various	various	ADJ
cana-2945	24	10	other	other	ADJ
cana-2945	24	11	lawsuit	lawsuit	NOUN
cana-2945	24	12	analysis	analysis	NOUN
cana-2945	24	13	tools	tool	NOUN
cana-2945	24	14	:	:	PUNCT
cana-2945	24	15	distinct	distinct	ADJ
cana-2945	24	16	results	result	NOUN
cana-2945	24	17	:	:	PUNCT
cana-2945	24	18	lex	lex	PROPN
cana-2945	24	19	machina	machina	PROPN
cana-2945	24	20	’s	’s	PART
cana-2945	24	21	result	result	PROPN
cana-2945	24	22	statistics	statistic	NOUN
cana-2945	24	23	include	include	VERB
cana-2945	24	24	case	case	NOUN
cana-2945	24	25	decisions	decision	NOUN
cana-2945	24	26	,	,	PUNCT
cana-2945	24	27	timelines	timeline	NOUN
cana-2945	24	28	,	,	PUNCT
cana-2945	24	29	damage	damage	NOUN
cana-2945	24	30	,	,	PUNCT
cana-2945	24	31	results	result	VERB
cana-2945	24	32	solutions	solution	NOUN
cana-2945	24	33	and	and	CCONJ
cana-2945	24	34	motion	motion	NOUN
cana-2945	24	35	measures	measure	NOUN
cana-2945	24	36	,	,	PUNCT
cana-2945	24	37	that	that	PRON
cana-2945	24	38	are	be	AUX
cana-2945	24	39	essential	essential	ADJ
cana-2945	24	40	for	for	ADP
cana-2945	24	41	comprehending	comprehend	VERB
cana-2945	24	42	the	the	DET
cana-2945	24	43	events	event	NOUN
cana-2945	24	44	of	of	ADP
cana-2945	24	45	a	a	DET
cana-2945	24	46	case	case	NOUN
cana-2945	24	47	and	and	CCONJ
cana-2945	24	48	determining	determine	VERB
cana-2945	24	49	the	the	DET
cana-2945	24	50	victor	victor	NOUN
cana-2945	24	51	[	[	X
cana-2945	24	52	10	10	NUM
cana-2945	24	53	]	]	PUNCT
cana-2945	24	54	.	.	PUNCT
cana-2945	25	1	essential	essential	ADJ
cana-2945	25	2	knowledge	knowledge	NOUN
cana-2945	25	3	:	:	PUNCT
cana-2945	25	4	its	its	PRON
cana-2945	25	5	unique	unique	ADJ
cana-2945	25	6	practice	practice	NOUN
cana-2945	25	7	-	-	PUNCT
cana-2945	25	8	specific	specific	ADJ
cana-2945	25	9	filter	filter	NOUN
cana-2945	25	10	and	and	CCONJ
cana-2945	25	11	categories	category	NOUN
cana-2945	25	12	assist	assist	VERB
cana-2945	25	13	others	other	NOUN
cana-2945	25	14	in	in	ADP
cana-2945	25	15	locating	locate	VERB
cana-2945	25	16	all	all	DET
cana-2945	25	17	instances	instance	NOUN
cana-2945	25	18	most	most	ADV
cana-2945	25	19	comparable	comparable	ADJ
cana-2945	25	20	to	to	ADP
cana-2945	25	21	theirs	theirs	PRON
cana-2945	25	22	.	.	PUNCT
cana-2945	26	1	access	access	NOUN
cana-2945	26	2	pertinent	pertinent	VERB
cana-2945	26	3	instances	instance	NOUN
cana-2945	26	4	quickly	quickly	ADV
cana-2945	26	5	and	and	CCONJ
cana-2945	26	6	effortlessly	effortlessly	ADV
cana-2945	26	7	,	,	PUNCT
cana-2945	26	8	and	and	CCONJ
cana-2945	26	9	compile	compile	VERB
cana-2945	26	10	exhaustive	exhaustive	ADJ
cana-2945	26	11	case	case	NOUN
cana-2945	26	12	summaries	summary	NOUN
cana-2945	26	13	for	for	ADP
cana-2945	26	14	the	the	DET
cana-2945	26	15	topics	topic	NOUN
cana-2945	26	16	of	of	ADP
cana-2945	26	17	interest	interest	NOUN
cana-2945	26	18	.	.	PUNCT
cana-2945	27	1	immediate	immediate	ADJ
cana-2945	27	2	outcomes	outcome	NOUN
cana-2945	27	3	:	:	PUNCT
cana-2945	27	4	its	its	PRON
cana-2945	27	5	exclusive	exclusive	ADJ
cana-2945	27	6	quick	quick	ADJ
cana-2945	27	7	tools	tool	NOUN
cana-2945	27	8	provide	provide	VERB
cana-2945	27	9	the	the	DET
cana-2945	27	10	rapid	rapid	ADJ
cana-2945	27	11	comparison	comparison	NOUN
cana-2945	27	12	of	of	ADP
cana-2945	27	13	courts	court	NOUN
cana-2945	27	14	,	,	PUNCT
cana-2945	27	15	justices	justice	NOUN
cana-2945	27	16	,	,	PUNCT
cana-2945	27	17	participants	participant	NOUN
cana-2945	27	18	,	,	PUNCT
cana-2945	27	19	solicitors	solicitor	NOUN
cana-2945	27	20	,	,	PUNCT
cana-2945	27	21	or	or	CCONJ
cana-2945	27	22	legal	legal	ADJ
cana-2945	27	23	firms	firm	NOUN
cana-2945	27	24	.	.	PUNCT
cana-2945	28	1	quick	quick	ADJ
cana-2945	28	2	tools	tool	NOUN
cana-2945	28	3	may	may	AUX
cana-2945	28	4	be	be	AUX
cana-2945	28	5	used	use	VERB
cana-2945	28	6	to	to	PART
cana-2945	28	7	effectively	effectively	ADV
cana-2945	28	8	examine	examine	VERB
cana-2945	28	9	patent	patent	NOUN
cana-2945	28	10	investments	investment	NOUN
cana-2945	28	11	,	,	PUNCT
cana-2945	28	12	testimony	testimony	NOUN
cana-2945	28	13	from	from	ADP
cana-2945	28	14	experts	expert	NOUN
cana-2945	28	15	,	,	PUNCT
cana-2945	28	16	and	and	CCONJ
cana-2945	28	17	other	other	ADJ
cana-2945	28	18	resources	resource	NOUN
cana-2945	28	19	.	.	PUNCT
cana-2945	29	1	precise	precise	ADJ
cana-2945	29	2	information	information	NOUN
cana-2945	29	3	:	:	PUNCT
cana-2945	29	4	the	the	DET
cana-2945	29	5	attorney	attorney	NOUN
cana-2945	29	6	information	information	NOUN
cana-2945	29	7	machine	machine	NOUN
cana-2945	29	8	exclusively	exclusively	ADV
cana-2945	29	9	rectifies	rectify	VERB
cana-2945	29	10	and	and	CCONJ
cana-2945	29	11	supplements	supplement	NOUN
cana-2945	29	12	absent	absent	ADJ
cana-2945	29	13	counsel	counsel	NOUN
cana-2945	29	14	data	datum	NOUN
cana-2945	29	15	,	,	PUNCT
cana-2945	29	16	generating	generate	VERB
cana-2945	29	17	a	a	DET
cana-2945	29	18	precise	precise	ADJ
cana-2945	29	19	account	account	NOUN
cana-2945	29	20	of	of	ADP
cana-2945	29	21	the	the	DET
cana-2945	29	22	law	law	NOUN
cana-2945	29	23	firms	firm	NOUN
cana-2945	29	24	and	and	CCONJ
cana-2945	29	25	solicitors	solicitor	NOUN
cana-2945	29	26	involved	involve	VERB
cana-2945	29	27	in	in	ADP
cana-2945	29	28	specific	specific	ADJ
cana-2945	29	29	cases	case	NOUN
cana-2945	29	30	.	.	PUNCT
cana-2945	30	1	through	through	ADP
cana-2945	30	2	the	the	DET
cana-2945	30	3	analysis	analysis	NOUN
cana-2945	30	4	and	and	CCONJ
cana-2945	30	5	rectification	rectification	NOUN
cana-2945	30	6	of	of	ADP
cana-2945	30	7	raw	raw	ADJ
cana-2945	30	8	data	datum	NOUN
cana-2945	30	9	from	from	ADP
cana-2945	30	10	foundational	foundational	ADJ
cana-2945	30	11	documents	document	NOUN
cana-2945	30	12	using	use	VERB
cana-2945	30	13	our	our	PRON
cana-2945	30	14	advanced	advanced	ADJ
cana-2945	30	15	technology	technology	NOUN
cana-2945	30	16	and	and	CCONJ
cana-2945	30	17	thorough	thorough	ADJ
cana-2945	30	18	attorney	attorney	NOUN
cana-2945	30	19	examination	examination	NOUN
cana-2945	30	20	.	.	PUNCT
cana-2945	31	1	they	they	PRON
cana-2945	31	2	guarantee	guarantee	VERB
cana-2945	31	3	that	that	SCONJ
cana-2945	31	4	their	their	PRON
cana-2945	31	5	la	la	NOUN
cana-2945	31	6	integrate	integrate	VERB
cana-2945	31	7	complete	complete	ADJ
cana-2945	31	8	and	and	CCONJ
cana-2945	31	9	precise	precise	ADJ
cana-2945	31	10	counsel	counsel	NOUN
cana-2945	31	11	data	datum	NOUN
cana-2945	31	12	,	,	PUNCT
cana-2945	31	13	delivering	deliver	VERB
cana-2945	31	14	reliable	reliable	ADJ
cana-2945	31	15	insights	insight	NOUN
cana-2945	31	16	.	.	PUNCT
cana-2945	32	1	communications	communication	NOUN
cana-2945	32	2	on	on	ADP
cana-2945	32	3	applied	apply	VERB
cana-2945	32	4	nonlinear	nonlinear	ADJ
cana-2945	32	5	analysis	analysis	NOUN
cana-2945	32	6	issn	issn	NOUN
cana-2945	32	7	:	:	PUNCT
cana-2945	32	8	1074	1074	NUM
cana-2945	32	9	-	-	PUNCT
cana-2945	32	10	133x	133x	NUM
cana-2945	32	11	vol	vol	NOUN
cana-2945	32	12	32	32	NUM
cana-2945	32	13	no	no	NOUN
cana-2945	32	14	.	.	PUNCT
cana-2945	33	1	5s	5s	NUM
cana-2945	33	2	(	(	PUNCT
cana-2945	33	3	2025	2025	NUM
cana-2945	33	4	)	)	PUNCT
cana-2945	33	5	45	45	NUM
cana-2945	33	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-2945	33	7	transparent	transparent	ADJ
cana-2945	33	8	sources	source	NOUN
cana-2945	33	9	:	:	PUNCT
cana-2945	33	10	this	this	DET
cana-2945	33	11	company	company	NOUN
cana-2945	33	12	enables	enable	VERB
cana-2945	33	13	users	user	NOUN
cana-2945	33	14	to	to	PART
cana-2945	33	15	demonstrate	demonstrate	VERB
cana-2945	33	16	their	their	PRON
cana-2945	33	17	methodology	methodology	NOUN
cana-2945	33	18	as	as	SCONJ
cana-2945	33	19	they	they	PRON
cana-2945	33	20	go	go	VERB
cana-2945	33	21	from	from	ADP
cana-2945	33	22	overarching	overarching	ADJ
cana-2945	33	23	patterns	pattern	NOUN
cana-2945	33	24	to	to	ADP
cana-2945	33	25	the	the	DET
cana-2945	33	26	specific	specific	ADJ
cana-2945	33	27	dockets	docket	NOUN
cana-2945	33	28	and	and	CCONJ
cana-2945	33	29	papers	paper	NOUN
cana-2945	33	30	.	.	PUNCT
cana-2945	34	1	they	they	PRON
cana-2945	34	2	offer	offer	VERB
cana-2945	34	3	descriptions	description	NOUN
cana-2945	34	4	to	to	PART
cana-2945	34	5	ensure	ensure	VERB
cana-2945	34	6	you	you	PRON
cana-2945	34	7	understand	understand	VERB
cana-2945	34	8	the	the	DET
cana-2945	34	9	content	content	NOUN
cana-2945	34	10	and	and	CCONJ
cana-2945	34	11	its	its	PRON
cana-2945	34	12	sources	source	NOUN
cana-2945	34	13	.	.	PUNCT
cana-2945	35	1	integrated	integrated	ADJ
cana-2945	35	2	workflow	workflow	NOUN
cana-2945	35	3	:	:	PUNCT
cana-2945	35	4	the	the	DET
cana-2945	35	5	company	company	NOUN
cana-2945	35	6	's	's	PART
cana-2945	35	7	api	api	NOUN
cana-2945	35	8	offers	offer	VERB
cana-2945	35	9	instant	instant	ADJ
cana-2945	35	10	access	access	NOUN
cana-2945	35	11	to	to	ADP
cana-2945	35	12	comprehensive	comprehensive	ADJ
cana-2945	35	13	data	datum	NOUN
cana-2945	35	14	,	,	PUNCT
cana-2945	35	15	enabling	enable	VERB
cana-2945	35	16	you	you	PRON
cana-2945	35	17	to	to	PART
cana-2945	35	18	swiftly	swiftly	ADV
cana-2945	35	19	and	and	CCONJ
cana-2945	35	20	effectively	effectively	ADV
cana-2945	35	21	use	use	VERB
cana-2945	35	22	our	our	PRON
cana-2945	35	23	insights	insight	NOUN
cana-2945	35	24	to	to	PART
cana-2945	35	25	develop	develop	VERB
cana-2945	35	26	ideas	idea	NOUN
cana-2945	35	27	of	of	ADP
cana-2945	35	28	your	your	PRON
cana-2945	35	29	own	own	ADJ
cana-2945	35	30	.	.	PUNCT
cana-2945	36	1	our	our	PRON
cana-2945	36	2	api	api	NOUN
cana-2945	36	3	enables	enable	VERB
cana-2945	36	4	customisation	customisation	NOUN
cana-2945	36	5	of	of	ADP
cana-2945	36	6	information	information	NOUN
cana-2945	36	7	pertinent	pertinent	ADJ
cana-2945	36	8	to	to	ADP
cana-2945	36	9	one	one	PRON
cana-2945	36	10	's	's	PART
cana-2945	36	11	practice	practice	NOUN
cana-2945	36	12	and	and	CCONJ
cana-2945	36	13	facilitates	facilitate	VERB
cana-2945	36	14	their	their	PRON
cana-2945	36	15	seamless	seamless	ADJ
cana-2945	36	16	delivery	delivery	NOUN
cana-2945	36	17	to	to	ADP
cana-2945	36	18	clients	client	NOUN
cana-2945	36	19	or	or	CCONJ
cana-2945	36	20	lawyers	lawyer	NOUN
cana-2945	36	21	as	as	SCONJ
cana-2945	36	22	required	require	VERB
cana-2945	36	23	[	[	X
cana-2945	36	24	11	11	NUM
cana-2945	36	25	]	]	PUNCT
cana-2945	36	26	.	.	PUNCT
cana-2945	37	1	2.2	2.2	NUM
cana-2945	37	2	.	.	PUNCT
cana-2945	37	3	jpmorgan	jpmorgan	PROPN
cana-2945	37	4	chase	chase	PROPN
cana-2945	37	5	's	's	PART
cana-2945	37	6	contract	contract	NOUN
cana-2945	37	7	intelligence	intelligence	NOUN
cana-2945	37	8	(	(	PUNCT
cana-2945	37	9	coin	coin	NOUN
cana-2945	37	10	)	)	PUNCT
cana-2945	37	11	platform	platform	NOUN
cana-2945	37	12	the	the	DET
cana-2945	37	13	ai	ai	ADJ
cana-2945	37	14	implementation	implementation	NOUN
cana-2945	37	15	in	in	ADP
cana-2945	37	16	jp	jp	PROPN
cana-2945	37	17	morgan	morgan	PROPN
cana-2945	37	18	chase	chase	PROPN
cana-2945	37	19	's	's	PART
cana-2945	37	20	contact	contact	NOUN
cana-2945	37	21	intelligence	intelligence	NOUN
cana-2945	37	22	(	(	PUNCT
cana-2945	37	23	coin	coin	NOUN
cana-2945	37	24	)	)	PUNCT
cana-2945	37	25	platform	platform	NOUN
cana-2945	37	26	was	be	AUX
cana-2945	37	27	designed	design	VERB
cana-2945	37	28	so	so	SCONJ
cana-2945	37	29	that	that	SCONJ
cana-2945	37	30	the	the	DET
cana-2945	37	31	document	document	NOUN
cana-2945	37	32	analysis	analysis	NOUN
cana-2945	37	33	using	use	VERB
cana-2945	37	34	advance	advance	NOUN
cana-2945	37	35	technology	technology	NOUN
cana-2945	37	36	in	in	ADP
cana-2945	37	37	integration	integration	NOUN
cana-2945	37	38	would	would	AUX
cana-2945	37	39	be	be	AUX
cana-2945	37	40	possible	possible	ADJ
cana-2945	37	41	.	.	PUNCT
cana-2945	38	1	the	the	DET
cana-2945	38	2	platform	platform	NOUN
cana-2945	38	3	uses	use	VERB
cana-2945	38	4	a	a	DET
cana-2945	38	5	cutting	cutting	NOUN
cana-2945	38	6	-	-	PUNCT
cana-2945	38	7	edge	edge	NOUN
cana-2945	38	8	nlp	nlp	NOUN
cana-2945	38	9	algorithm	algorithm	NOUN
cana-2945	38	10	which	which	PRON
cana-2945	38	11	is	be	AUX
cana-2945	38	12	able	able	ADJ
cana-2945	38	13	to	to	PART
cana-2945	38	14	pass	pass	VERB
cana-2945	38	15	the	the	DET
cana-2945	38	16	complex	complex	ADJ
cana-2945	38	17	legal	legal	ADJ
cana-2945	38	18	document	document	NOUN
cana-2945	38	19	with	with	ADP
cana-2945	38	20	unprecedented	unprecedented	ADJ
cana-2945	38	21	accuracy	accuracy	NOUN
cana-2945	38	22	.	.	PUNCT
cana-2945	39	1	ml	ml	NOUN
cana-2945	39	2	models	model	NOUN
cana-2945	39	3	were	be	AUX
cana-2945	39	4	trained	train	VERB
cana-2945	39	5	on	on	ADP
cana-2945	39	6	millions	million	NOUN
cana-2945	39	7	of	of	ADP
cana-2945	39	8	documents	document	NOUN
cana-2945	39	9	which	which	PRON
cana-2945	39	10	helped	help	VERB
cana-2945	39	11	the	the	DET
cana-2945	39	12	system	system	NOUN
cana-2945	39	13	to	to	PART
cana-2945	39	14	identify	identify	VERB
cana-2945	39	15	the	the	DET
cana-2945	39	16	pattern	pattern	NOUN
cana-2945	39	17	,	,	PUNCT
cana-2945	39	18	extract	extract	VERB
cana-2945	39	19	the	the	DET
cana-2945	39	20	critical	critical	ADJ
cana-2945	39	21	issues	issue	NOUN
cana-2945	39	22	and	and	CCONJ
cana-2945	39	23	also	also	ADV
cana-2945	39	24	understand	understand	VERB
cana-2945	39	25	the	the	DET
cana-2945	39	26	need	need	NOUN
cana-2945	39	27	in	in	ADP
cana-2945	39	28	legal	legal	ADJ
cana-2945	39	29	technology	technology	NOUN
cana-2945	39	30	.	.	PUNCT
cana-2945	40	1	optical	optical	ADJ
cana-2945	40	2	character	character	NOUN
cana-2945	40	3	recognition	recognition	NOUN
cana-2945	40	4	(	(	PUNCT
cana-2945	40	5	ocr)technology	ocr)technology	PROPN
cana-2945	40	6	was	be	AUX
cana-2945	40	7	integrated	integrate	VERB
cana-2945	40	8	which	which	PRON
cana-2945	40	9	would	would	AUX
cana-2945	40	10	handle	handle	VERB
cana-2945	40	11	this	this	DET
cana-2945	40	12	type	type	NOUN
cana-2945	40	13	of	of	ADP
cana-2945	40	14	document	document	NOUN
cana-2945	40	15	formats	format	NOUN
cana-2945	40	16	and	and	CCONJ
cana-2945	40	17	would	would	AUX
cana-2945	40	18	also	also	ADV
cana-2945	40	19	need	need	VERB
cana-2945	40	20	that	that	SCONJ
cana-2945	40	21	the	the	DET
cana-2945	40	22	platform	platform	NOUN
cana-2945	40	23	used	use	VERB
cana-2945	40	24	techniques	technique	NOUN
cana-2945	40	25	would	would	AUX
cana-2945	40	26	have	have	VERB
cana-2945	40	27	the	the	DET
cana-2945	40	28	scan	scan	ADJ
cana-2945	40	29	documents	document	NOUN
cana-2945	40	30	,	,	PUNCT
cana-2945	40	31	digital	digital	ADJ
cana-2945	40	32	files	file	NOUN
cana-2945	40	33	and	and	CCONJ
cana-2945	40	34	different	different	ADJ
cana-2945	40	35	templates	template	NOUN
cana-2945	40	36	which	which	PRON
cana-2945	40	37	were	be	AUX
cana-2945	40	38	getting	get	VERB
cana-2945	40	39	remarkable	remarkable	ADJ
cana-2945	40	40	precision	precision	NOUN
cana-2945	40	41	values	value	NOUN
cana-2945	40	42	.	.	PUNCT
cana-2945	41	1	the	the	DET
cana-2945	41	2	technical	technical	ADJ
cana-2945	41	3	architecture	architecture	NOUN
cana-2945	41	4	of	of	ADP
cana-2945	41	5	coin	coin	NOUN
cana-2945	41	6	will	will	AUX
cana-2945	41	7	have	have	VERB
cana-2945	41	8	multiple	multiple	ADJ
cana-2945	41	9	ai	ai	ADJ
cana-2945	41	10	components	component	NOUN
cana-2945	41	11	which	which	PRON
cana-2945	41	12	will	will	AUX
cana-2945	41	13	work	work	VERB
cana-2945	41	14	in	in	ADP
cana-2945	41	15	sync	sync	NOUN
cana-2945	41	16	and	and	CCONJ
cana-2945	41	17	deliver	deliver	VERB
cana-2945	41	18	the	the	DET
cana-2945	41	19	document	document	NOUN
cana-2945	41	20	intelligence	intelligence	NOUN
cana-2945	41	21	.	.	PUNCT
cana-2945	42	1	they	they	PRON
cana-2945	42	2	also	also	ADV
cana-2945	42	3	use	use	VERB
cana-2945	42	4	deep	deep	ADJ
cana-2945	42	5	learning	learn	VERB
cana-2945	42	6	neural	neural	ADJ
cana-2945	42	7	networks	network	NOUN
cana-2945	42	8	to	to	PART
cana-2945	42	9	continuously	continuously	ADV
cana-2945	42	10	handle	handle	VERB
cana-2945	42	11	the	the	DET
cana-2945	42	12	systems	system	NOUN
cana-2945	42	13	,	,	PUNCT
cana-2945	42	14	understanding	understanding	NOUN
cana-2945	42	15	which	which	DET
cana-2945	42	16	document	document	NOUN
cana-2945	42	17	to	to	PART
cana-2945	42	18	be	be	AUX
cana-2945	42	19	processed	process	VERB
cana-2945	42	20	as	as	ADP
cana-2945	42	21	a	a	DET
cana-2945	42	22	learning	learning	NOUN
cana-2945	42	23	opportunity	opportunity	NOUN
cana-2945	42	24	and	and	CCONJ
cana-2945	42	25	answers	answer	VERB
cana-2945	42	26	the	the	DET
cana-2945	42	27	future	future	ADJ
cana-2945	42	28	analysis	analysis	NOUN
cana-2945	42	29	capabilities	capability	NOUN
cana-2945	42	30	.	.	PUNCT
cana-2945	43	1	2.3	2.3	NUM
cana-2945	43	2	.	.	PUNCT
cana-2945	44	1	e	e	X
cana-2945	44	2	-	-	NOUN
cana-2945	44	3	discovery	discovery	NOUN
cana-2945	44	4	and	and	CCONJ
cana-2945	44	5	evidence	evidence	NOUN
cana-2945	44	6	management	management	NOUN
cana-2945	44	7	kira	kira	PROPN
cana-2945	44	8	systems	systems	PROPN
cana-2945	44	9	(	(	PUNCT
cana-2945	44	10	ks	ks	NOUN
cana-2945	44	11	)	)	PUNCT
cana-2945	44	12	(	(	PUNCT
cana-2945	44	13	used	use	VERB
cana-2945	44	14	by	by	ADP
cana-2945	44	15	deloitte	deloitte	PROPN
cana-2945	44	16	)	)	PUNCT
cana-2945	44	17	deloitte	deloitte	PROPN
cana-2945	44	18	's	's	PART
cana-2945	44	19	us	us	PROPN
cana-2945	44	20	company	company	NOUN
cana-2945	44	21	has	have	AUX
cana-2945	44	22	partnered	partner	VERB
cana-2945	44	23	with	with	ADP
cana-2945	44	24	ks	k	NOUN
cana-2945	44	25	to	to	PART
cana-2945	44	26	integrate	integrate	VERB
cana-2945	44	27	its	its	PRON
cana-2945	44	28	ml	ml	NOUN
cana-2945	44	29	-	-	PUNCT
cana-2945	44	30	based	base	VERB
cana-2945	44	31	contract	contract	NOUN
cana-2945	44	32	evaluation	evaluation	NOUN
cana-2945	44	33	capacity	capacity	NOUN
cana-2945	44	34	into	into	ADP
cana-2945	44	35	the	the	DET
cana-2945	44	36	biggest	big	ADJ
cana-2945	44	37	implementation	implementation	NOUN
cana-2945	44	38	of	of	ADP
cana-2945	44	39	an	an	DET
cana-2945	44	40	ai	ai	NOUN
cana-2945	44	41	system	system	NOUN
cana-2945	44	42	in	in	ADP
cana-2945	44	43	the	the	DET
cana-2945	44	44	consulting	consulting	NOUN
cana-2945	44	45	industry	industry	NOUN
cana-2945	44	46	to	to	ADP
cana-2945	44	47	time	time	NOUN
cana-2945	44	48	[	[	X
cana-2945	44	49	13	13	NUM
cana-2945	44	50	]	]	PUNCT
cana-2945	44	51	.	.	PUNCT
cana-2945	45	1	it	it	PRON
cana-2945	45	2	used	use	VERB
cana-2945	45	3	ks	ks	PROPN
cana-2945	45	4	contract	contract	NOUN
cana-2945	45	5	software	software	NOUN
cana-2945	45	6	for	for	ADP
cana-2945	45	7	evaluation	evaluation	NOUN
cana-2945	45	8	in	in	ADP
cana-2945	45	9	the	the	DET
cana-2945	45	10	fall	fall	NOUN
cana-2945	45	11	of	of	ADP
cana-2945	45	12	2014	2014	NUM
cana-2945	45	13	throughout	throughout	ADP
cana-2945	45	14	its	its	PRON
cana-2945	45	15	auditing	auditing	NOUN
cana-2945	45	16	and	and	CCONJ
cana-2945	45	17	advisory	advisory	ADJ
cana-2945	45	18	divisions	division	NOUN
cana-2945	45	19	after	after	ADP
cana-2945	45	20	conducting	conduct	VERB
cana-2945	45	21	a	a	DET
cana-2945	45	22	trial	trial	NOUN
cana-2945	45	23	in	in	ADP
cana-2945	45	24	each	each	DET
cana-2945	45	25	area	area	NOUN
cana-2945	45	26	.	.	PUNCT
cana-2945	46	1	it	it	PRON
cana-2945	46	2	has	have	AUX
cana-2945	46	3	now	now	ADV
cana-2945	46	4	had	have	VERB
cana-2945	46	5	3,000	3,000	NUM
cana-2945	46	6	subscribers	subscriber	NOUN
cana-2945	46	7	,	,	PUNCT
cana-2945	46	8	indicating	indicate	VERB
cana-2945	46	9	the	the	DET
cana-2945	46	10	effectiveness	effectiveness	NOUN
cana-2945	46	11	of	of	ADP
cana-2945	46	12	the	the	DET
cana-2945	46	13	rollout	rollout	NOUN
cana-2945	46	14	.	.	PUNCT
cana-2945	47	1	the	the	DET
cana-2945	47	2	partnership	partnership	NOUN
cana-2945	47	3	integrates	integrate	VERB
cana-2945	47	4	deloitte	deloitte	PROPN
cana-2945	47	5	’s	’s	PART
cana-2945	47	6	expertise	expertise	NOUN
cana-2945	47	7	in	in	ADP
cana-2945	47	8	cognitive	cognitive	ADJ
cana-2945	47	9	computing	computing	NOUN
cana-2945	47	10	with	with	ADP
cana-2945	47	11	kss	kss	PROPN
cana-2945	47	12	’	'	PUNCT
cana-2945	47	13	innovations	innovation	NOUN
cana-2945	47	14	in	in	ADP
cana-2945	47	15	ml	ml	NOUN
cana-2945	47	16	to	to	PART
cana-2945	47	17	develop	develop	VERB
cana-2945	47	18	algorithms	algorithm	NOUN
cana-2945	47	19	that	that	PRON
cana-2945	47	20	rapidly	rapidly	ADV
cana-2945	47	21	analyse	analyse	VERB
cana-2945	47	22	several	several	ADJ
cana-2945	47	23	thousand	thousand	NUM
cana-2945	47	24	intricate	intricate	ADJ
cana-2945	47	25	materials	material	NOUN
cana-2945	47	26	,	,	PUNCT
cana-2945	47	27	identifying	identify	VERB
cana-2945	47	28	and	and	CCONJ
cana-2945	47	29	organising	organise	VERB
cana-2945	47	30	written	write	VERB
cana-2945	47	31	data	datum	NOUN
cana-2945	47	32	to	to	PART
cana-2945	47	33	enable	enable	VERB
cana-2945	47	34	enhanced	enhanced	ADJ
cana-2945	47	35	analysis	analysis	NOUN
cana-2945	47	36	.	.	PUNCT
cana-2945	48	1	following	follow	VERB
cana-2945	48	2	the	the	DET
cana-2945	48	3	software	software	NOUN
cana-2945	48	4	's	's	PART
cana-2945	48	5	deployment	deployment	NOUN
cana-2945	48	6	,	,	PUNCT
cana-2945	48	7	it	it	PRON
cana-2945	48	8	has	have	AUX
cana-2945	48	9	instructed	instruct	VERB
cana-2945	48	10	kira	kira	PROPN
cana-2945	48	11	to	to	PART
cana-2945	48	12	recognise	recognise	VERB
cana-2945	48	13	hundreds	hundred	NOUN
cana-2945	48	14	of	of	ADP
cana-2945	48	15	informational	informational	ADJ
cana-2945	48	16	points	point	NOUN
cana-2945	48	17	across	across	ADP
cana-2945	48	18	several	several	ADJ
cana-2945	48	19	projects	project	NOUN
cana-2945	48	20	for	for	ADP
cana-2945	48	21	clients	client	NOUN
cana-2945	48	22	,	,	PUNCT
cana-2945	48	23	including	include	VERB
cana-2945	48	24	some	some	PRON
cana-2945	48	25	with	with	ADP
cana-2945	48	26	over	over	ADP
cana-2945	48	27	100,000	100,000	NUM
cana-2945	48	28	records	record	NOUN
cana-2945	48	29	.	.	PUNCT
cana-2945	49	1	deloitte	deloitte	PROPN
cana-2945	49	2	has	have	AUX
cana-2945	49	3	implemented	implement	VERB
cana-2945	49	4	customised	customised	ADJ
cana-2945	49	5	situations	situation	NOUN
cana-2945	49	6	of	of	ADP
cana-2945	49	7	the	the	DET
cana-2945	49	8	ks	ks	NOUN
cana-2945	49	9	,	,	PUNCT
cana-2945	49	10	along	along	ADP
cana-2945	49	11	with	with	ADP
cana-2945	49	12	deloitte	deloitte	NOUN
cana-2945	49	13	-	-	PUNCT
cana-2945	49	14	trained	train	VERB
cana-2945	49	15	designs	design	NOUN
cana-2945	49	16	,	,	PUNCT
cana-2945	49	17	in	in	ADP
cana-2945	49	18	its	its	PRON
cana-2945	49	19	inspection	inspection	NOUN
cana-2945	49	20	division	division	NOUN
cana-2945	49	21	under	under	ADP
cana-2945	49	22	the	the	DET
cana-2945	49	23	designation	designation	NOUN
cana-2945	49	24	argus	argus	NOUN
cana-2945	49	25	and	and	CCONJ
cana-2945	49	26	in	in	ADP
cana-2945	49	27	its	its	PRON
cana-2945	49	28	contacting	contact	VERB
cana-2945	49	29	division	division	NOUN
cana-2945	49	30	under	under	ADP
cana-2945	49	31	the	the	DET
cana-2945	49	32	designation	designation	NOUN
cana-2945	49	33	d	d	NOUN
cana-2945	49	34	-	-	PUNCT
cana-2945	49	35	ice	ice	NOUN
cana-2945	49	36	,	,	PUNCT
cana-2945	49	37	while	while	SCONJ
cana-2945	49	38	also	also	ADV
cana-2945	49	39	investigating	investigate	VERB
cana-2945	49	40	uses	use	NOUN
cana-2945	49	41	for	for	ADP
cana-2945	49	42	its	its	PRON
cana-2945	49	43	taxes	taxis	NOUN
cana-2945	49	44	and	and	CCONJ
cana-2945	49	45	consultative	consultative	ADJ
cana-2945	49	46	sectors	sector	NOUN
cana-2945	49	47	.	.	PUNCT
cana-2945	50	1	in	in	ADP
cana-2945	50	2	contrast	contrast	NOUN
cana-2945	50	3	to	to	ADP
cana-2945	50	4	ediscovery	ediscovery	NOUN
cana-2945	50	5	,	,	PUNCT
cana-2945	50	6	wherein	wherein	SCONJ
cana-2945	50	7	coding	coding	NOUN
cana-2945	50	8	for	for	ADP
cana-2945	50	9	prediction	prediction	NOUN
cana-2945	50	10	requires	require	VERB
cana-2945	50	11	customisation	customisation	NOUN
cana-2945	50	12	,	,	PUNCT
cana-2945	50	13	our	our	PRON
cana-2945	50	14	technology	technology	NOUN
cana-2945	50	15	is	be	AUX
cana-2945	50	16	equipped	equip	VERB
cana-2945	50	17	with	with	ADP
cana-2945	50	18	extensive	extensive	ADJ
cana-2945	50	19	pre	pre	ADJ
cana-2945	50	20	-	-	ADJ
cana-2945	50	21	existing	exist	VERB
cana-2945	50	22	information	information	NOUN
cana-2945	50	23	.	.	PUNCT
cana-2945	51	1	it	it	PRON
cana-2945	51	2	is	be	AUX
cana-2945	51	3	capable	capable	ADJ
cana-2945	51	4	of	of	ADP
cana-2945	51	5	identifying	identify	VERB
cana-2945	51	6	elements	element	NOUN
cana-2945	51	7	such	such	ADJ
cana-2945	51	8	as	as	ADP
cana-2945	51	9	the	the	DET
cana-2945	51	10	contracting	contracting	NOUN
cana-2945	51	11	parties	party	NOUN
cana-2945	51	12	or	or	CCONJ
cana-2945	51	13	the	the	DET
cana-2945	51	14	controlling	control	VERB
cana-2945	51	15	legislation	legislation	NOUN
cana-2945	51	16	;	;	PUNCT
cana-2945	51	17	nevertheless	nevertheless	ADV
cana-2945	51	18	,	,	PUNCT
cana-2945	51	19	it	it	PRON
cana-2945	51	20	has	have	AUX
cana-2945	51	21	successfully	successfully	ADV
cana-2945	51	22	imparted	impart	VERB
cana-2945	51	23	extensive	extensive	ADJ
cana-2945	51	24	new	new	ADJ
cana-2945	51	25	knowledge	knowledge	NOUN
cana-2945	51	26	to	to	ADP
cana-2945	51	27	it	it	PRON
cana-2945	51	28	.	.	PUNCT
cana-2945	52	1	it	it	PRON
cana-2945	52	2	has	have	AUX
cana-2945	52	3	effectively	effectively	ADV
cana-2945	52	4	trained	train	VERB
cana-2945	52	5	its	its	PRON
cana-2945	52	6	iterations	iteration	NOUN
cana-2945	52	7	of	of	ADP
cana-2945	52	8	kira	kira	PROPN
cana-2945	52	9	to	to	PART
cana-2945	52	10	identify	identify	VERB
cana-2945	52	11	hundreds	hundred	NOUN
cana-2945	52	12	of	of	ADP
cana-2945	52	13	novel	novel	ADJ
cana-2945	52	14	elements	element	NOUN
cana-2945	52	15	.	.	PUNCT
cana-2945	53	1	for	for	ADP
cana-2945	53	2	instance	instance	NOUN
cana-2945	53	3	,	,	PUNCT
cana-2945	53	4	recognising	recognise	VERB
cana-2945	53	5	earnings	earning	NOUN
cana-2945	53	6	and	and	CCONJ
cana-2945	53	7	price	price	NOUN
cana-2945	53	8	vary	vary	VERB
cana-2945	53	9	across	across	ADP
cana-2945	53	10	distinct	distinct	ADJ
cana-2945	53	11	industrial	industrial	ADJ
cana-2945	53	12	sectors	sector	NOUN
cana-2945	53	13	,	,	PUNCT
cana-2945	53	14	which	which	PRON
cana-2945	53	15	include	include	VERB
cana-2945	53	16	medicines	medicine	NOUN
cana-2945	53	17	and	and	CCONJ
cana-2945	53	18	housing	housing	NOUN
cana-2945	53	19	.	.	PUNCT
cana-2945	54	1	this	this	DET
cana-2945	54	2	skill	skill	NOUN
cana-2945	54	3	has	have	VERB
cana-2945	54	4	wide	wide	ADV
cana-2945	54	5	-	-	PUNCT
cana-2945	54	6	ranging	range	VERB
cana-2945	54	7	uses	use	NOUN
cana-2945	54	8	in	in	ADP
cana-2945	54	9	the	the	DET
cana-2945	54	10	retail	retail	ADJ
cana-2945	54	11	sector	sector	NOUN
cana-2945	54	12	,	,	PUNCT
cana-2945	54	13	since	since	SCONJ
cana-2945	54	14	the	the	DET
cana-2945	54	15	comprehensive	comprehensive	ADJ
cana-2945	54	16	analysis	analysis	NOUN
cana-2945	54	17	of	of	ADP
cana-2945	54	18	documentation	documentation	NOUN
cana-2945	54	19	pertains	pertain	NOUN
cana-2945	54	20	to	to	ADP
cana-2945	54	21	several	several	ADJ
cana-2945	54	22	critical	critical	ADJ
cana-2945	54	23	business	business	NOUN
cana-2945	54	24	operations	operation	NOUN
cana-2945	54	25	,	,	PUNCT
cana-2945	54	26	like	like	ADP
cana-2945	54	27	enquiries	enquiry	NOUN
cana-2945	54	28	,	,	PUNCT
cana-2945	54	29	acquisitions	acquisition	NOUN
cana-2945	54	30	,	,	PUNCT
cana-2945	54	31	handling	handle	VERB
cana-2945	54	32	contracts	contract	NOUN
cana-2945	54	33	,	,	PUNCT
cana-2945	54	34	and	and	CCONJ
cana-2945	54	35	lease	lease	NOUN
cana-2945	54	36	agreements	agreement	NOUN
cana-2945	54	37	[	[	X
cana-2945	54	38	14	14	NUM
cana-2945	54	39	]	]	PUNCT
cana-2945	54	40	.	.	PUNCT
cana-2945	55	1	communications	communication	NOUN
cana-2945	55	2	on	on	ADP
cana-2945	55	3	applied	apply	VERB
cana-2945	55	4	nonlinear	nonlinear	ADJ
cana-2945	55	5	analysis	analysis	NOUN
cana-2945	55	6	issn	issn	NOUN
cana-2945	55	7	:	:	PUNCT
cana-2945	55	8	1074	1074	NUM
cana-2945	55	9	-	-	PUNCT
cana-2945	55	10	133x	133x	NUM
cana-2945	55	11	vol	vol	NOUN
cana-2945	55	12	32	32	NUM
cana-2945	55	13	no	no	NOUN
cana-2945	55	14	.	.	PUNCT
cana-2945	56	1	5s	5s	NUM
cana-2945	56	2	(	(	PUNCT
cana-2945	56	3	2025	2025	NUM
cana-2945	56	4	)	)	PUNCT
cana-2945	56	5	46	46	NUM
cana-2945	56	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2945	56	7	2.4	2.4	NUM
cana-2945	56	8	.	.	PUNCT
cana-2945	57	1	intellectual	intellectual	ADJ
cana-2945	57	2	property	property	NOUN
cana-2945	57	3	patent	patent	NOUN
cana-2945	57	4	search	search	NOUN
cana-2945	57	5	ibm	ibm	PROPN
cana-2945	57	6	watson	watson	PROPN
cana-2945	57	7	ibm	ibm	PROPN
cana-2945	57	8	has	have	AUX
cana-2945	57	9	undergone	undergo	VERB
cana-2945	57	10	several	several	ADJ
cana-2945	57	11	transformations	transformation	NOUN
cana-2945	57	12	during	during	ADP
cana-2945	57	13	its	its	PRON
cana-2945	57	14	extensive	extensive	ADJ
cana-2945	57	15	history	history	NOUN
cana-2945	57	16	as	as	ADP
cana-2945	57	17	an	an	DET
cana-2945	57	18	organisation	organisation	NOUN
cana-2945	57	19	.	.	PUNCT
cana-2945	58	1	founded	found	VERB
cana-2945	58	2	in	in	ADP
cana-2945	58	3	1911	1911	NUM
cana-2945	58	4	,	,	PUNCT
cana-2945	58	5	ibm	ibm	PROPN
cana-2945	58	6	is	be	AUX
cana-2945	58	7	an	an	DET
cana-2945	58	8	entity	entity	NOUN
cana-2945	58	9	dedicated	dedicate	VERB
cana-2945	58	10	to	to	ADP
cana-2945	58	11	the	the	DET
cana-2945	58	12	production	production	NOUN
cana-2945	58	13	of	of	ADP
cana-2945	58	14	accumulating	accumulate	VERB
cana-2945	58	15	devices	device	NOUN
cana-2945	58	16	.	.	PUNCT
cana-2945	59	1	upon	upon	SCONJ
cana-2945	59	2	its	its	PRON
cana-2945	59	3	inception	inception	NOUN
cana-2945	59	4	,	,	PUNCT
cana-2945	59	5	ibm	ibm	PROPN
cana-2945	59	6	experienced	experience	VERB
cana-2945	59	7	three	three	NUM
cana-2945	59	8	significant	significant	ADJ
cana-2945	59	9	structural	structural	ADJ
cana-2945	59	10	adjustments	adjustment	NOUN
cana-2945	59	11	to	to	PART
cana-2945	59	12	adapt	adapt	VERB
cana-2945	59	13	to	to	ADP
cana-2945	59	14	the	the	DET
cana-2945	59	15	evolving	evolve	VERB
cana-2945	59	16	business	business	NOUN
cana-2945	59	17	landscape	landscape	NOUN
cana-2945	59	18	.	.	PUNCT
cana-2945	60	1	the	the	DET
cana-2945	60	2	first	first	ADJ
cana-2945	60	3	instance	instance	NOUN
cana-2945	60	4	was	be	AUX
cana-2945	60	5	a	a	DET
cana-2945	60	6	high	high	ADJ
cana-2945	60	7	-	-	PUNCT
cana-2945	60	8	stakes	stake	NOUN
cana-2945	60	9	wager	wager	NOUN
cana-2945	60	10	on	on	ADP
cana-2945	60	11	the	the	DET
cana-2945	60	12	iconic	iconic	ADJ
cana-2945	60	13	system/360	system/360	NOUN
cana-2945	60	14	in	in	ADP
cana-2945	60	15	the	the	DET
cana-2945	60	16	1960s	1960	NOUN
cana-2945	60	17	,	,	PUNCT
cana-2945	60	18	that	that	PRON
cana-2945	60	19	established	establish	VERB
cana-2945	60	20	the	the	DET
cana-2945	60	21	groundwork	groundwork	NOUN
cana-2945	60	22	for	for	ADP
cana-2945	60	23	the	the	DET
cana-2945	60	24	dominant	dominant	ADJ
cana-2945	60	25	'	'	PUNCT
cana-2945	60	26	big	big	ADJ
cana-2945	60	27	blue	blue	NOUN
cana-2945	60	28	'	'	PUNCT
cana-2945	60	29	throughout	throughout	ADP
cana-2945	60	30	the	the	DET
cana-2945	60	31	mainframe	mainframe	NOUN
cana-2945	60	32	epoch	epoch	NOUN
cana-2945	60	33	.	.	PUNCT
cana-2945	61	1	the	the	DET
cana-2945	61	2	subsequent	subsequent	ADJ
cana-2945	61	3	transformation	transformation	NOUN
cana-2945	61	4	of	of	ADP
cana-2945	61	5	ibm	ibm	PROPN
cana-2945	61	6	occurred	occur	VERB
cana-2945	61	7	in	in	ADP
cana-2945	61	8	the	the	DET
cana-2945	61	9	1990s	1990s	NUM
cana-2945	61	10	.	.	PUNCT
cana-2945	62	1	louis	louis	PROPN
cana-2945	62	2	v.	v.	ADP
cana-2945	62	3	gerstner	gerstner	PROPN
cana-2945	62	4	expanded	expand	VERB
cana-2945	62	5	ibm	ibm	PROPN
cana-2945	62	6	's	's	PART
cana-2945	62	7	operations	operation	NOUN
cana-2945	62	8	with	with	ADP
cana-2945	62	9	an	an	DET
cana-2945	62	10	emphasis	emphasis	NOUN
cana-2945	62	11	on	on	ADP
cana-2945	62	12	worldwide	worldwide	ADJ
cana-2945	62	13	services	service	NOUN
cana-2945	62	14	.	.	PUNCT
cana-2945	63	1	as	as	SCONJ
cana-2945	63	2	it	it	PRON
cana-2945	63	3	entered	enter	VERB
cana-2945	63	4	the	the	DET
cana-2945	63	5	new	new	ADJ
cana-2945	63	6	century	century	NOUN
cana-2945	63	7	,	,	PUNCT
cana-2945	63	8	ibm	ibm	PROPN
cana-2945	63	9	underwent	undergo	VERB
cana-2945	63	10	a	a	DET
cana-2945	63	11	transformation	transformation	NOUN
cana-2945	63	12	from	from	ADP
cana-2945	63	13	the	the	DET
cana-2945	63	14	concept	concept	NOUN
cana-2945	63	15	of	of	ADP
cana-2945	63	16	a	a	DET
cana-2945	63	17	wiser	wise	ADJ
cana-2945	63	18	world	world	NOUN
cana-2945	63	19	to	to	ADP
cana-2945	63	20	the	the	DET
cana-2945	63	21	camss	camss	NOUN
cana-2945	63	22	framework	framework	NOUN
cana-2945	63	23	(	(	PUNCT
cana-2945	63	24	cloud	cloud	NOUN
cana-2945	63	25	,	,	PUNCT
cana-2945	63	26	analytics	analytic	NOUN
cana-2945	63	27	,	,	PUNCT
cana-2945	63	28	mobile	mobile	NOUN
cana-2945	63	29	,	,	PUNCT
cana-2945	63	30	social	social	ADJ
cana-2945	63	31	,	,	PUNCT
cana-2945	63	32	and	and	CCONJ
cana-2945	63	33	security	security	NOUN
cana-2945	63	34	)	)	PUNCT
cana-2945	63	35	.	.	PUNCT
cana-2945	64	1	ibm	ibm	PROPN
cana-2945	64	2	watson	watson	PROPN
cana-2945	64	3	,	,	PUNCT
cana-2945	64	4	the	the	DET
cana-2945	64	5	company	company	NOUN
cana-2945	64	6	's	's	PART
cana-2945	64	7	cognitive	cognitive	ADJ
cana-2945	64	8	computing	computing	NOUN
cana-2945	64	9	system	system	NOUN
cana-2945	64	10	,	,	PUNCT
cana-2945	64	11	was	be	AUX
cana-2945	64	12	developed	develop	VERB
cana-2945	64	13	to	to	PART
cana-2945	64	14	bolster	bolster	VERB
cana-2945	64	15	ibm	ibm	PROPN
cana-2945	64	16	's	's	PART
cana-2945	64	17	ambition	ambition	NOUN
cana-2945	64	18	of	of	ADP
cana-2945	64	19	becoming	become	VERB
cana-2945	64	20	a	a	DET
cana-2945	64	21	premier	premier	ADJ
cana-2945	64	22	cloud	cloud	NOUN
cana-2945	64	23	service	service	NOUN
cana-2945	64	24	and	and	CCONJ
cana-2945	64	25	intelligent	intelligent	ADJ
cana-2945	64	26	solutions	solution	NOUN
cana-2945	64	27	provider	provider	NOUN
cana-2945	64	28	.	.	PUNCT
cana-2945	65	1	deep	deep	ADJ
cana-2945	65	2	blue	blue	ADJ
cana-2945	65	3	,	,	PUNCT
cana-2945	65	4	an	an	DET
cana-2945	65	5	automated	automate	VERB
cana-2945	65	6	chess	chess	NOUN
cana-2945	65	7	-	-	PUNCT
cana-2945	65	8	playing	play	VERB
cana-2945	65	9	framework	framework	NOUN
cana-2945	65	10	,	,	PUNCT
cana-2945	65	11	is	be	AUX
cana-2945	65	12	a	a	DET
cana-2945	65	13	precursor	precursor	NOUN
cana-2945	65	14	to	to	ADP
cana-2945	65	15	watson	watson	PROPN
cana-2945	65	16	.	.	PUNCT
cana-2945	66	1	in	in	ADP
cana-2945	66	2	1997	1997	NUM
cana-2945	66	3	,	,	PUNCT
cana-2945	66	4	deep	deep	ADJ
cana-2945	66	5	blue	blue	NOUN
cana-2945	66	6	defeated	defeat	VERB
cana-2945	66	7	the	the	DET
cana-2945	66	8	reigning	reign	VERB
cana-2945	66	9	world	world	NOUN
cana-2945	66	10	chess	chess	NOUN
cana-2945	66	11	champion	champion	NOUN
cana-2945	66	12	,	,	PUNCT
cana-2945	66	13	garry	garry	PROPN
cana-2945	66	14	kasparov	kasparov	PROPN
cana-2945	66	15	,	,	PUNCT
cana-2945	66	16	thus	thus	ADV
cana-2945	66	17	enhancing	enhance	VERB
cana-2945	66	18	ibm	ibm	PROPN
cana-2945	66	19	's	's	PART
cana-2945	66	20	reputation	reputation	NOUN
cana-2945	66	21	in	in	ADP
cana-2945	66	22	the	the	DET
cana-2945	66	23	field	field	NOUN
cana-2945	66	24	of	of	ADP
cana-2945	66	25	ai	ai	NOUN
cana-2945	66	26	.	.	PUNCT
cana-2945	67	1	the	the	DET
cana-2945	67	2	capabilities	capability	NOUN
cana-2945	67	3	and	and	CCONJ
cana-2945	67	4	possibilities	possibility	NOUN
cana-2945	67	5	of	of	ADP
cana-2945	67	6	deep	deep	ADJ
cana-2945	67	7	blue	blue	ADJ
cana-2945	67	8	motivated	motivated	ADJ
cana-2945	67	9	ibm	ibm	PROPN
cana-2945	67	10	to	to	PART
cana-2945	67	11	build	build	VERB
cana-2945	67	12	watson	watson	PROPN
cana-2945	67	13	starting	start	VERB
cana-2945	67	14	in	in	ADP
cana-2945	67	15	2004	2004	NUM
cana-2945	67	16	to	to	PART
cana-2945	67	17	compete	compete	VERB
cana-2945	67	18	in	in	ADP
cana-2945	67	19	the	the	DET
cana-2945	67	20	renowned	renowned	ADJ
cana-2945	67	21	quiz	quiz	PROPN
cana-2945	67	22	program	program	NOUN
cana-2945	67	23	'	'	PUNCT
cana-2945	67	24	jeopardy	jeopardy	VERB
cana-2945	67	25	'	'	PUNCT
cana-2945	67	26	.	.	PUNCT
cana-2945	68	1	in	in	ADP
cana-2945	68	2	contrast	contrast	NOUN
cana-2945	68	3	to	to	ADP
cana-2945	68	4	chess	chess	NOUN
cana-2945	68	5	,	,	PUNCT
cana-2945	68	6	which	which	PRON
cana-2945	68	7	has	have	VERB
cana-2945	68	8	finite	finite	NOUN
cana-2945	68	9	and	and	CCONJ
cana-2945	68	10	clear	clear	ADJ
cana-2945	68	11	rules	rule	NOUN
cana-2945	68	12	and	and	CCONJ
cana-2945	68	13	remedies	remedy	NOUN
cana-2945	68	14	,	,	PUNCT
cana-2945	68	15	'	'	PUNCT
cana-2945	68	16	jeopardy	jeopardy	NOUN
cana-2945	68	17	'	'	PUNCT
cana-2945	68	18	necessitates	necessitate	VERB
cana-2945	68	19	that	that	SCONJ
cana-2945	68	20	the	the	DET
cana-2945	68	21	player	player	NOUN
cana-2945	68	22	analyses	analyse	VERB
cana-2945	68	23	unorganised	unorganised	ADJ
cana-2945	68	24	material	material	NOUN
cana-2945	68	25	,	,	PUNCT
cana-2945	68	26	such	such	ADJ
cana-2945	68	27	as	as	ADP
cana-2945	68	28	conversation	conversation	NOUN
cana-2945	68	29	,	,	PUNCT
cana-2945	68	30	which	which	PRON
cana-2945	68	31	has	have	VERB
cana-2945	68	32	a	a	DET
cana-2945	68	33	pre	pre	ADJ
cana-2945	68	34	-	-	ADJ
cana-2945	68	35	established	established	ADJ
cana-2945	68	36	information	information	NOUN
cana-2945	68	37	structure	structure	NOUN
cana-2945	68	38	and	and	CCONJ
cana-2945	68	39	is	be	AUX
cana-2945	68	40	not	not	PART
cana-2945	68	41	systematically	systematically	ADV
cana-2945	68	42	organised	organise	VERB
cana-2945	68	43	.	.	PUNCT
cana-2945	69	1	in	in	ADP
cana-2945	69	2	2011	2011	NUM
cana-2945	69	3	,	,	PUNCT
cana-2945	69	4	ibm	ibm	PROPN
cana-2945	69	5	watson	watson	PROPN
cana-2945	69	6	garnered	garner	VERB
cana-2945	69	7	global	global	ADJ
cana-2945	69	8	recognition	recognition	NOUN
cana-2945	69	9	by	by	ADP
cana-2945	69	10	triumphing	triumph	VERB
cana-2945	69	11	against	against	ADP
cana-2945	69	12	two	two	NUM
cana-2945	69	13	human	human	ADJ
cana-2945	69	14	contestants	contestant	NOUN
cana-2945	69	15	in	in	ADP
cana-2945	69	16	the	the	DET
cana-2945	69	17	renowned	renowned	ADJ
cana-2945	69	18	quiz	quiz	PROPN
cana-2945	69	19	program	program	NOUN
cana-2945	69	20	'	'	PUNCT
cana-2945	69	21	jeopardy	jeopardy	VERB
cana-2945	69	22	.	.	PUNCT
cana-2945	69	23	'	'	PUNCT
cana-2945	70	1	its	its	PRON
cana-2945	70	2	capacity	capacity	NOUN
cana-2945	70	3	to	to	PART
cana-2945	70	4	integrate	integrate	VERB
cana-2945	70	5	elements	element	NOUN
cana-2945	70	6	of	of	ADP
cana-2945	70	7	ai	ai	NOUN
cana-2945	70	8	,	,	PUNCT
cana-2945	70	9	including	include	VERB
cana-2945	70	10	ml	ml	NOUN
cana-2945	70	11	,	,	PUNCT
cana-2945	70	12	expert	expert	NOUN
cana-2945	70	13	systems	system	NOUN
cana-2945	70	14	,	,	PUNCT
cana-2945	70	15	was	be	AUX
cana-2945	70	16	a	a	DET
cana-2945	70	17	significant	significant	ADJ
cana-2945	70	18	advancement	advancement	NOUN
cana-2945	70	19	from	from	ADP
cana-2945	70	20	deep	deep	ADJ
cana-2945	70	21	blue	blue	NOUN
cana-2945	70	22	and	and	CCONJ
cana-2945	70	23	heralded	herald	VERB
cana-2945	70	24	a	a	DET
cana-2945	70	25	new	new	ADJ
cana-2945	70	26	epoch	epoch	NOUN
cana-2945	70	27	in	in	ADP
cana-2945	70	28	electronics	electronic	NOUN
cana-2945	70	29	.	.	PUNCT
cana-2945	71	1	the	the	DET
cana-2945	71	2	'	'	PUNCT
cana-2945	71	3	cognitive	cognitive	ADJ
cana-2945	71	4	'	'	PUNCT
cana-2945	71	5	period	period	NOUN
cana-2945	71	6	.	.	PUNCT
cana-2945	72	1	the	the	DET
cana-2945	72	2	phrase	phrase	NOUN
cana-2945	72	3	"	"	PUNCT
cana-2945	72	4	cognitive	cognitive	ADJ
cana-2945	72	5	technology	technology	NOUN
cana-2945	72	6	,	,	PUNCT
cana-2945	72	7	"	"	PUNCT
cana-2945	72	8	introduced	introduce	VERB
cana-2945	72	9	by	by	ADP
cana-2945	72	10	ibm	ibm	PROPN
cana-2945	72	11	to	to	PART
cana-2945	72	12	characterise	characterise	PROPN
cana-2945	72	13	watson	watson	PROPN
cana-2945	72	14	's	's	PART
cana-2945	72	15	capabilities	capability	NOUN
cana-2945	72	16	,	,	PUNCT
cana-2945	72	17	is	be	AUX
cana-2945	72	18	subject	subject	ADJ
cana-2945	72	19	to	to	ADP
cana-2945	72	20	controversy	controversy	NOUN
cana-2945	72	21	.	.	PUNCT
cana-2945	73	1	we	we	PRON
cana-2945	73	2	describe	describe	VERB
cana-2945	73	3	cognitive	cognitive	ADJ
cana-2945	73	4	technology	technology	NOUN
cana-2945	73	5	as	as	ADP
cana-2945	73	6	an	an	DET
cana-2945	73	7	area	area	NOUN
cana-2945	73	8	of	of	ADP
cana-2945	73	9	artificial	artificial	ADJ
cana-2945	73	10	intelligence	intelligence	NOUN
cana-2945	73	11	that	that	PRON
cana-2945	73	12	emphasises	emphasise	VERB
cana-2945	73	13	enabling	enable	VERB
cana-2945	73	14	machines	machine	NOUN
cana-2945	73	15	to	to	PART
cana-2945	73	16	comprehend	comprehend	VERB
cana-2945	73	17	,	,	PUNCT
cana-2945	73	18	logic	logic	NOUN
cana-2945	73	19	,	,	PUNCT
cana-2945	73	20	acquire	acquire	VERB
cana-2945	73	21	knowledge	knowledge	NOUN
cana-2945	73	22	,	,	PUNCT
cana-2945	73	23	and	and	CCONJ
cana-2945	73	24	communicate	communicate	VERB
cana-2945	73	25	like	like	ADP
cana-2945	73	26	humans	human	NOUN
cana-2945	73	27	.	.	PUNCT
cana-2945	74	1	ibm	ibm	PROPN
cana-2945	74	2	continued	continue	VERB
cana-2945	74	3	its	its	PRON
cana-2945	74	4	efforts	effort	NOUN
cana-2945	74	5	beyond	beyond	ADP
cana-2945	74	6	that	that	DET
cana-2945	74	7	point	point	NOUN
cana-2945	74	8	.	.	PUNCT
cana-2945	75	1	following	follow	VERB
cana-2945	75	2	watson	watson	PROPN
cana-2945	75	3	's	's	PART
cana-2945	75	4	victory	victory	NOUN
cana-2945	75	5	on	on	ADP
cana-2945	75	6	jeopardy	jeopardy	NOUN
cana-2945	75	7	in	in	ADP
cana-2945	75	8	2011	2011	NUM
cana-2945	75	9	,	,	PUNCT
cana-2945	75	10	it	it	PRON
cana-2945	75	11	has	have	AUX
cana-2945	75	12	undertaken	undertake	VERB
cana-2945	75	13	several	several	ADJ
cana-2945	75	14	investigations	investigation	NOUN
cana-2945	75	15	on	on	ADP
cana-2945	75	16	the	the	DET
cana-2945	75	17	optimal	optimal	ADJ
cana-2945	75	18	applications	application	NOUN
cana-2945	75	19	of	of	ADP
cana-2945	75	20	watson10	watson10	NOUN
cana-2945	75	21	(	(	PUNCT
cana-2945	75	22	figure	figure	NOUN
cana-2945	75	23	2	2	NUM
cana-2945	75	24	depicts	depict	VERB
cana-2945	75	25	significant	significant	ADJ
cana-2945	75	26	events	event	NOUN
cana-2945	75	27	related	relate	VERB
cana-2945	75	28	to	to	ADP
cana-2945	75	29	watson	watson	PROPN
cana-2945	75	30	and	and	CCONJ
cana-2945	75	31	the	the	DET
cana-2945	75	32	general	general	ADJ
cana-2945	75	33	interest	interest	NOUN
cana-2945	75	34	from	from	ADP
cana-2945	75	35	2010	2010	NUM
cana-2945	75	36	to	to	ADP
cana-2945	75	37	2020	2020	NUM
cana-2945	75	38	)	)	PUNCT
cana-2945	75	39	.	.	PUNCT
cana-2945	76	1	ibm	ibm	PROPN
cana-2945	76	2	promptly	promptly	ADV
cana-2945	76	3	identified	identify	VERB
cana-2945	76	4	healthcare	healthcare	NOUN
cana-2945	76	5	as	as	ADP
cana-2945	76	6	the	the	DET
cana-2945	76	7	optimal	optimal	ADJ
cana-2945	76	8	sector	sector	NOUN
cana-2945	76	9	for	for	ADP
cana-2945	76	10	its	its	PRON
cana-2945	76	11	strategic	strategic	ADJ
cana-2945	76	12	investment	investment	NOUN
cana-2945	76	13	[	[	X
cana-2945	76	14	15	15	NUM
cana-2945	76	15	]	]	PUNCT
cana-2945	76	16	.	.	PUNCT
cana-2945	77	1	figure	figure	NOUN
cana-2945	77	2	2	2	NUM
cana-2945	77	3	:	:	PUNCT
cana-2945	77	4	significant	significant	ADJ
cana-2945	77	5	occurrences	occurrence	NOUN
cana-2945	77	6	involving	involve	VERB
cana-2945	77	7	watson	watson	NOUN
cana-2945	77	8	and	and	CCONJ
cana-2945	77	9	the	the	DET
cana-2945	77	10	general	general	ADJ
cana-2945	77	11	public	public	NOUN
cana-2945	77	12	in	in	ADP
cana-2945	77	13	watson	watson	PROPN
cana-2945	77	14	from	from	ADP
cana-2945	77	15	2010	2010	NUM
cana-2945	77	16	to	to	ADP
cana-2945	77	17	2020	2020	NUM
cana-2945	77	18	[	[	X
cana-2945	77	19	15	15	NUM
cana-2945	77	20	]	]	SYM
cana-2945	77	21	2.5	2.5	NUM
cana-2945	77	22	.	.	PUNCT
cana-2945	78	1	litigation	litigation	NOUN
cana-2945	78	2	risk	risk	NOUN
cana-2945	78	3	assessment	assessment	NOUN
cana-2945	78	4	allstate	allstate	PROPN
cana-2945	78	5	insurance	insurance	PROPN
cana-2945	78	6	following	follow	VERB
cana-2945	78	7	a	a	DET
cana-2945	78	8	convoluted	convoluted	ADJ
cana-2945	78	9	road	road	NOUN
cana-2945	78	10	,	,	PUNCT
cana-2945	78	11	allstate	allstate	PROPN
cana-2945	78	12	refined	refine	VERB
cana-2945	78	13	its	its	PRON
cana-2945	78	14	risk	risk	NOUN
cana-2945	78	15	management	management	NOUN
cana-2945	78	16	strategy	strategy	NOUN
cana-2945	78	17	and	and	CCONJ
cana-2945	78	18	identified	identify	VERB
cana-2945	78	19	improved	improved	ADJ
cana-2945	78	20	methods	method	NOUN
cana-2945	78	21	to	to	PART
cana-2945	78	22	capitalise	capitalise	VERB
cana-2945	78	23	on	on	ADP
cana-2945	78	24	risk	risk	NOUN
cana-2945	78	25	opportunities	opportunity	NOUN
cana-2945	78	26	.	.	PUNCT
cana-2945	79	1	communications	communication	NOUN
cana-2945	79	2	on	on	ADP
cana-2945	79	3	applied	apply	VERB
cana-2945	79	4	nonlinear	nonlinear	ADJ
cana-2945	79	5	analysis	analysis	NOUN
cana-2945	79	6	issn	issn	NOUN
cana-2945	79	7	:	:	PUNCT
cana-2945	79	8	1074	1074	NUM
cana-2945	79	9	-	-	PUNCT
cana-2945	79	10	133x	133x	NUM
cana-2945	79	11	vol	vol	NOUN
cana-2945	79	12	32	32	NUM
cana-2945	79	13	no	no	NOUN
cana-2945	79	14	.	.	PUNCT
cana-2945	80	1	5s	5s	NUM
cana-2945	80	2	(	(	PUNCT
cana-2945	80	3	2025	2025	NUM
cana-2945	80	4	)	)	PUNCT
cana-2945	80	5	47	47	NUM
cana-2945	80	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2945	81	1	they	they	PRON
cana-2945	81	2	instituted	institute	VERB
cana-2945	81	3	enterprise	enterprise	NOUN
cana-2945	81	4	risk	risk	NOUN
cana-2945	81	5	management	management	NOUN
cana-2945	81	6	(	(	PUNCT
cana-2945	81	7	erm	erm	PROPN
cana-2945	81	8	)	)	PUNCT
cana-2945	81	9	that	that	PRON
cana-2945	81	10	to	to	PART
cana-2945	81	11	furnish	furnish	VERB
cana-2945	81	12	upper	upper	ADJ
cana-2945	81	13	management	management	NOUN
cana-2945	81	14	with	with	ADP
cana-2945	81	15	an	an	DET
cana-2945	81	16	exceptional	exceptional	ADJ
cana-2945	81	17	array	array	NOUN
cana-2945	81	18	of	of	ADP
cana-2945	81	19	procedures	procedure	NOUN
cana-2945	81	20	and	and	CCONJ
cana-2945	81	21	instruments	instrument	NOUN
cana-2945	81	22	for	for	ADP
cana-2945	81	23	an	an	DET
cana-2945	81	24	in	in	ADP
cana-2945	81	25	-	-	PUNCT
cana-2945	81	26	depth	depth	NOUN
cana-2945	81	27	knowledge	knowledge	NOUN
cana-2945	81	28	of	of	ADP
cana-2945	81	29	their	their	PRON
cana-2945	81	30	numerous	numerous	ADJ
cana-2945	81	31	companies	company	NOUN
cana-2945	81	32	and	and	CCONJ
cana-2945	81	33	their	their	PRON
cana-2945	81	34	respective	respective	ADJ
cana-2945	81	35	risk	risk	NOUN
cana-2945	81	36	profiles	profile	NOUN
cana-2945	81	37	,	,	PUNCT
cana-2945	81	38	thereby	thereby	ADV
cana-2945	81	39	facilitating	facilitate	VERB
cana-2945	81	40	improved	improved	ADJ
cana-2945	81	41	decision	decision	NOUN
cana-2945	81	42	-	-	PUNCT
cana-2945	81	43	making	making	NOUN
cana-2945	81	44	for	for	ADP
cana-2945	81	45	the	the	DET
cana-2945	81	46	advantage	advantage	NOUN
cana-2945	81	47	of	of	ADP
cana-2945	81	48	all	all	DET
cana-2945	81	49	stakeholders	stakeholder	NOUN
cana-2945	81	50	,	,	PUNCT
cana-2945	81	51	including	include	VERB
cana-2945	81	52	investors	investor	NOUN
cana-2945	81	53	,	,	PUNCT
cana-2945	81	54	creditors	creditor	NOUN
cana-2945	81	55	,	,	PUNCT
cana-2945	81	56	rating	rating	NOUN
cana-2945	81	57	firms	firm	NOUN
cana-2945	81	58	,	,	PUNCT
cana-2945	81	59	clients	client	NOUN
cana-2945	81	60	,	,	PUNCT
cana-2945	81	61	staff	staff	NOUN
cana-2945	81	62	,	,	PUNCT
cana-2945	81	63	and	and	CCONJ
cana-2945	81	64	other	other	ADJ
cana-2945	81	65	relevant	relevant	ADJ
cana-2945	81	66	entities	entity	NOUN
cana-2945	81	67	.	.	PUNCT
cana-2945	82	1	the	the	DET
cana-2945	82	2	erm	erm	PROPN
cana-2945	82	3	rigour	rigour	NOUN
cana-2945	82	4	enhances	enhance	NOUN
cana-2945	82	5	taking	take	VERB
cana-2945	82	6	decisions	decision	NOUN
cana-2945	82	7	,	,	PUNCT
cana-2945	82	8	resulting	result	VERB
cana-2945	82	9	in	in	ADP
cana-2945	82	10	superior	superior	ADJ
cana-2945	82	11	profitability	profitability	NOUN
cana-2945	82	12	,	,	PUNCT
cana-2945	82	13	which	which	PRON
cana-2945	82	14	later	later	ADV
cana-2945	82	15	elevates	elevate	VERB
cana-2945	82	16	the	the	DET
cana-2945	82	17	return	return	NOUN
cana-2945	82	18	on	on	ADP
cana-2945	82	19	equity	equity	NOUN
cana-2945	82	20	.	.	PUNCT
cana-2945	83	1	erm	erm	PROPN
cana-2945	83	2	has	have	AUX
cana-2945	83	3	influenced	influence	VERB
cana-2945	83	4	their	their	PRON
cana-2945	83	5	outlook	outlook	NOUN
cana-2945	83	6	,	,	PUNCT
cana-2945	83	7	capital	capital	NOUN
cana-2945	83	8	investment	investment	NOUN
cana-2945	83	9	choices	choice	NOUN
cana-2945	83	10	(	(	PUNCT
cana-2945	83	11	including	include	VERB
cana-2945	83	12	purchasing	purchase	VERB
cana-2945	83	13	shares	share	NOUN
cana-2945	83	14	and	and	CCONJ
cana-2945	83	15	shareholders	shareholder	NOUN
cana-2945	83	16	distributions	distribution	NOUN
cana-2945	83	17	)	)	PUNCT
cana-2945	83	18	,	,	PUNCT
cana-2945	83	19	the	the	DET
cana-2945	83	20	placement	placement	NOUN
cana-2945	83	21	of	of	ADP
cana-2945	83	22	assets	asset	NOUN
cana-2945	83	23	and	and	CCONJ
cana-2945	83	24	term	term	NOUN
cana-2945	83	25	objectives	objective	NOUN
cana-2945	83	26	,	,	PUNCT
cana-2945	83	27	risk	risk	NOUN
cana-2945	83	28	limitations	limitation	NOUN
cana-2945	83	29	,	,	PUNCT
cana-2945	83	30	concentrating	concentrate	VERB
cana-2945	83	31	of	of	ADP
cana-2945	83	32	risk	risk	NOUN
cana-2945	83	33	in	in	ADP
cana-2945	83	34	certain	certain	ADJ
cana-2945	83	35	industries	industry	NOUN
cana-2945	83	36	,	,	PUNCT
cana-2945	83	37	utilisation	utilisation	NOUN
cana-2945	83	38	of	of	ADP
cana-2945	83	39	reassurance	reassurance	NOUN
cana-2945	83	40	,	,	PUNCT
cana-2945	83	41	readiness	readiness	NOUN
cana-2945	83	42	for	for	ADP
cana-2945	83	43	severe	severe	ADJ
cana-2945	83	44	and	and	CCONJ
cana-2945	83	45	developing	develop	VERB
cana-2945	83	46	events	event	NOUN
cana-2945	83	47	,	,	PUNCT
cana-2945	83	48	and	and	CCONJ
cana-2945	83	49	other	other	ADJ
cana-2945	83	50	tactical	tactical	ADJ
cana-2945	83	51	measures	measure	NOUN
cana-2945	83	52	.	.	PUNCT
cana-2945	84	1	in	in	ADP
cana-2945	84	2	2000	2000	NUM
cana-2945	84	3	,	,	PUNCT
cana-2945	84	4	it	it	PRON
cana-2945	84	5	embarked	embark	VERB
cana-2945	84	6	on	on	ADP
cana-2945	84	7	an	an	DET
cana-2945	84	8	innovative	innovative	ADJ
cana-2945	84	9	and	and	CCONJ
cana-2945	84	10	unprecedented	unprecedented	ADJ
cana-2945	84	11	path	path	NOUN
cana-2945	84	12	:	:	PUNCT
cana-2945	84	13	becoming	become	VERB
cana-2945	84	14	the	the	DET
cana-2945	84	15	initial	initial	ADJ
cana-2945	84	16	adopter	adopter	NOUN
cana-2945	84	17	of	of	ADP
cana-2945	84	18	erm	erm	PROPN
cana-2945	84	19	inside	inside	ADP
cana-2945	84	20	the	the	DET
cana-2945	84	21	insurance	insurance	NOUN
cana-2945	84	22	sector	sector	NOUN
cana-2945	84	23	.	.	PUNCT
cana-2945	85	1	the	the	DET
cana-2945	85	2	road	road	NOUN
cana-2945	85	3	became	become	VERB
cana-2945	85	4	intricate	intricate	ADJ
cana-2945	85	5	,	,	PUNCT
cana-2945	85	6	yielding	yield	VERB
cana-2945	85	7	a	a	DET
cana-2945	85	8	profound	profound	ADJ
cana-2945	85	9	understanding	understanding	NOUN
cana-2945	85	10	of	of	ADP
cana-2945	85	11	an	an	DET
cana-2945	85	12	organization	organization	NOUN
cana-2945	85	13	's	's	PART
cana-2945	85	14	fundamental	fundamental	ADJ
cana-2945	85	15	risk	risk	NOUN
cana-2945	85	16	profile	profile	NOUN
cana-2945	85	17	,	,	PUNCT
cana-2945	85	18	improving	improve	VERB
cana-2945	85	19	allstate	allstate	NOUN
cana-2945	85	20	's	's	PART
cana-2945	85	21	risk	risk	NOUN
cana-2945	85	22	management	management	NOUN
cana-2945	85	23	in	in	ADP
cana-2945	85	24	key	key	ADJ
cana-2945	85	25	critical	critical	ADJ
cana-2945	85	26	aspects	aspect	NOUN
cana-2945	85	27	,	,	PUNCT
cana-2945	85	28	and	and	CCONJ
cana-2945	85	29	enabling	enable	VERB
cana-2945	85	30	measures	measure	NOUN
cana-2945	85	31	to	to	PART
cana-2945	85	32	more	more	ADV
cana-2945	85	33	effectively	effectively	ADV
cana-2945	85	34	capitalise	capitalise	VERB
cana-2945	85	35	on	on	ADP
cana-2945	85	36	risk	risk	NOUN
cana-2945	85	37	possibilities	possibility	NOUN
cana-2945	85	38	.	.	PUNCT
cana-2945	86	1	this	this	DET
cana-2945	86	2	preliminary	preliminary	ADJ
cana-2945	86	3	initiative	initiative	NOUN
cana-2945	86	4	started	start	VERB
cana-2945	86	5	several	several	ADJ
cana-2945	86	6	years	year	NOUN
cana-2945	86	7	before	before	ADP
cana-2945	86	8	under	under	ADP
cana-2945	86	9	the	the	DET
cana-2945	86	10	guidance	guidance	NOUN
cana-2945	86	11	of	of	ADP
cana-2945	86	12	former	former	ADJ
cana-2945	86	13	cfo	cfo	PROPN
cana-2945	86	14	tom	tom	PROPN
cana-2945	86	15	wilson	wilson	PROPN
cana-2945	86	16	,	,	PUNCT
cana-2945	86	17	who	who	PRON
cana-2945	86	18	instituted	institute	VERB
cana-2945	86	19	fresh	fresh	ADJ
cana-2945	86	20	money	money	NOUN
cana-2945	86	21	management	management	NOUN
cana-2945	86	22	and	and	CCONJ
cana-2945	86	23	valuation	valuation	NOUN
cana-2945	86	24	approaches	approach	NOUN
cana-2945	86	25	for	for	ADP
cana-2945	86	26	the	the	DET
cana-2945	86	27	finance	finance	NOUN
cana-2945	86	28	division	division	NOUN
cana-2945	86	29	.	.	PUNCT
cana-2945	87	1	subsequently	subsequently	ADV
cana-2945	87	2	,	,	PUNCT
cana-2945	87	3	when	when	SCONJ
cana-2945	87	4	wilson	wilson	PROPN
cana-2945	87	5	transitioned	transition	VERB
cana-2945	87	6	into	into	ADP
cana-2945	87	7	an	an	DET
cana-2945	87	8	operational	operational	ADJ
cana-2945	87	9	position	position	NOUN
cana-2945	87	10	,	,	PUNCT
cana-2945	87	11	john	john	PROPN
cana-2945	87	12	carl	carl	PROPN
cana-2945	87	13	assumed	assume	VERB
cana-2945	87	14	the	the	DET
cana-2945	87	15	post	post	NOUN
cana-2945	87	16	of	of	ADP
cana-2945	87	17	cfo	cfo	NOUN
cana-2945	87	18	at	at	ADP
cana-2945	87	19	allstate	allstate	PROPN
cana-2945	87	20	and	and	CCONJ
cana-2945	87	21	enquired	enquire	VERB
cana-2945	87	22	of	of	ADP
cana-2945	87	23	his	his	PRON
cana-2945	87	24	team	team	NOUN
cana-2945	87	25	on	on	ADP
cana-2945	87	26	the	the	DET
cana-2945	87	27	business	business	NOUN
cana-2945	87	28	's	's	PART
cana-2945	87	29	return	return	NOUN
cana-2945	87	30	on	on	ADP
cana-2945	87	31	risk	risk	NOUN
cana-2945	87	32	.	.	PUNCT
cana-2945	88	1	a	a	DET
cana-2945	88	2	number	number	NOUN
cana-2945	88	3	of	of	ADP
cana-2945	88	4	discussions	discussion	NOUN
cana-2945	88	5	culminated	culminate	VERB
cana-2945	88	6	in	in	ADP
cana-2945	88	7	an	an	DET
cana-2945	88	8	agreement	agreement	NOUN
cana-2945	88	9	to	to	PART
cana-2945	88	10	investigate	investigate	VERB
cana-2945	88	11	the	the	DET
cana-2945	88	12	development	development	NOUN
cana-2945	88	13	of	of	ADP
cana-2945	88	14	a	a	DET
cana-2945	88	15	more	more	ADV
cana-2945	88	16	statistically	statistically	ADV
cana-2945	88	17	accurate	accurate	ADJ
cana-2945	88	18	system	system	NOUN
cana-2945	88	19	for	for	ADP
cana-2945	88	20	risk	risk	NOUN
cana-2945	88	21	measurement	measurement	NOUN
cana-2945	88	22	,	,	PUNCT
cana-2945	88	23	akin	akin	ADJ
cana-2945	88	24	to	to	ADP
cana-2945	88	25	practices	practice	NOUN
cana-2945	88	26	in	in	ADP
cana-2945	88	27	the	the	DET
cana-2945	88	28	oil	oil	NOUN
cana-2945	88	29	and	and	CCONJ
cana-2945	88	30	gas	gas	NOUN
cana-2945	88	31	sector	sector	NOUN
cana-2945	88	32	.	.	PUNCT
cana-2945	89	1	a	a	DET
cana-2945	89	2	core	core	ADJ
cana-2945	89	3	team	team	NOUN
cana-2945	89	4	of	of	ADP
cana-2945	89	5	financial	financial	ADJ
cana-2945	89	6	personnel	personnel	NOUN
cana-2945	89	7	created	create	VERB
cana-2945	89	8	a	a	DET
cana-2945	89	9	probabilistic	probabilistic	ADJ
cana-2945	89	10	economic	economic	ADJ
cana-2945	89	11	capital	capital	NOUN
cana-2945	89	12	(	(	PUNCT
cana-2945	89	13	ec	ec	PROPN
cana-2945	89	14	)	)	PUNCT
cana-2945	89	15	approach	approach	NOUN
cana-2945	89	16	to	to	PART
cana-2945	89	17	assess	assess	VERB
cana-2945	89	18	the	the	DET
cana-2945	89	19	capital	capital	NOUN
cana-2945	89	20	required	require	VERB
cana-2945	89	21	to	to	PART
cana-2945	89	22	mitigate	mitigate	VERB
cana-2945	89	23	line	line	NOUN
cana-2945	89	24	-	-	PUNCT
cana-2945	89	25	of	of	ADP
cana-2945	89	26	-	-	PUNCT
cana-2945	89	27	business	business	NOUN
cana-2945	89	28	and	and	CCONJ
cana-2945	89	29	organisational	organisational	ADJ
cana-2945	89	30	deficits	deficit	NOUN
cana-2945	89	31	at	at	ADP
cana-2945	89	32	designated	designate	VERB
cana-2945	89	33	danger	danger	NOUN
cana-2945	89	34	thresholds	threshold	NOUN
cana-2945	89	35	.	.	PUNCT
cana-2945	90	1	nevertheless	nevertheless	ADV
cana-2945	90	2	,	,	PUNCT
cana-2945	90	3	the	the	DET
cana-2945	90	4	advantages	advantage	NOUN
cana-2945	90	5	of	of	ADP
cana-2945	90	6	this	this	DET
cana-2945	90	7	initiative	initiative	NOUN
cana-2945	90	8	were	be	AUX
cana-2945	90	9	n't	not	PART
cana-2945	90	10	fully	fully	ADV
cana-2945	90	11	comprehended	comprehend	VERB
cana-2945	90	12	by	by	ADP
cana-2945	90	13	several	several	ADJ
cana-2945	90	14	individuals	individual	NOUN
cana-2945	90	15	elsewhere	elsewhere	ADV
cana-2945	90	16	the	the	DET
cana-2945	90	17	finance	finance	NOUN
cana-2945	90	18	unit	unit	NOUN
cana-2945	90	19	,	,	PUNCT
cana-2945	90	20	resulting	result	VERB
cana-2945	90	21	in	in	ADP
cana-2945	90	22	the	the	DET
cana-2945	90	23	ec	ec	PROPN
cana-2945	90	24	model	model	NOUN
cana-2945	90	25	's	's	PART
cana-2945	90	26	outcomes	outcome	NOUN
cana-2945	90	27	being	be	AUX
cana-2945	90	28	inadequately	inadequately	ADV
cana-2945	90	29	used	use	VERB
cana-2945	90	30	to	to	PART
cana-2945	90	31	guide	guide	VERB
cana-2945	90	32	choices	choice	NOUN
cana-2945	90	33	at	at	ADP
cana-2945	90	34	the	the	DET
cana-2945	90	35	operational	operational	ADJ
cana-2945	90	36	level	level	NOUN
cana-2945	90	37	all	all	ADV
cana-2945	90	38	through	through	ADP
cana-2945	90	39	the	the	DET
cana-2945	90	40	organisation	organisation	NOUN
cana-2945	90	41	.	.	PUNCT
cana-2945	91	1	over	over	ADP
cana-2945	91	2	the	the	DET
cana-2945	91	3	years	year	NOUN
cana-2945	91	4	,	,	PUNCT
cana-2945	91	5	allstate	allstate	PROPN
cana-2945	91	6	has	have	AUX
cana-2945	91	7	tried	try	VERB
cana-2945	91	8	to	to	PART
cana-2945	91	9	link	link	VERB
cana-2945	91	10	data	datum	NOUN
cana-2945	91	11	analysis	analysis	NOUN
cana-2945	91	12	with	with	ADP
cana-2945	91	13	business	business	NOUN
cana-2945	91	14	ethics	ethic	NOUN
cana-2945	91	15	and	and	CCONJ
cana-2945	91	16	decision	decision	NOUN
cana-2945	91	17	–	–	PUNCT
cana-2945	91	18	making	make	VERB
cana-2945	91	19	operations	operation	NOUN
cana-2945	91	20	.	.	PUNCT
cana-2945	92	1	currently	currently	ADV
cana-2945	92	2	,	,	PUNCT
cana-2945	92	3	there	there	PRON
cana-2945	92	4	exists	exist	VERB
cana-2945	92	5	a	a	DET
cana-2945	92	6	stringent	stringent	NOUN
cana-2945	92	7	across	across	ADP
cana-2945	92	8	the	the	DET
cana-2945	92	9	organisation	organisation	NOUN
cana-2945	92	10	procedure	procedure	NOUN
cana-2945	92	11	to	to	PART
cana-2945	92	12	assess	assess	VERB
cana-2945	92	13	,	,	PUNCT
cana-2945	92	14	alleviate	alleviate	VERB
cana-2945	92	15	,	,	PUNCT
cana-2945	92	16	and	and	CCONJ
cana-2945	92	17	leverage	leverage	NOUN
cana-2945	92	18	risks	risk	NOUN
cana-2945	92	19	,	,	PUNCT
cana-2945	92	20	subsequently	subsequently	ADV
cana-2945	92	21	using	use	VERB
cana-2945	92	22	this	this	DET
cana-2945	92	23	data	datum	NOUN
cana-2945	92	24	to	to	PART
cana-2945	92	25	support	support	VERB
cana-2945	92	26	tactical	tactical	ADJ
cana-2945	92	27	judgements	judgement	NOUN
cana-2945	92	28	about	about	ADP
cana-2945	92	29	comprehensive	comprehensive	ADJ
cana-2945	92	30	capital	capital	NOUN
cana-2945	92	31	requirements	requirement	NOUN
cana-2945	92	32	and	and	CCONJ
cana-2945	92	33	deployment	deployment	NOUN
cana-2945	92	34	across	across	ADP
cana-2945	92	35	its	its	PRON
cana-2945	92	36	enterprises	enterprise	NOUN
cana-2945	92	37	.	.	PUNCT
cana-2945	93	1	allstate	allstate	PROPN
cana-2945	93	2	's	's	PART
cana-2945	93	3	erm	erm	PROPN
cana-2945	93	4	methodology	methodology	NOUN
cana-2945	93	5	offers	offer	VERB
cana-2945	93	6	several	several	ADJ
cana-2945	93	7	benefits	benefit	NOUN
cana-2945	93	8	.	.	PUNCT
cana-2945	94	1	initially	initially	ADV
cana-2945	94	2	,	,	PUNCT
cana-2945	94	3	it	it	PRON
cana-2945	94	4	enables	enable	VERB
cana-2945	94	5	the	the	DET
cana-2945	94	6	corporation	corporation	NOUN
cana-2945	94	7	to	to	PART
cana-2945	94	8	establish	establish	VERB
cana-2945	94	9	a	a	DET
cana-2945	94	10	statistically	statistically	ADV
cana-2945	94	11	defined	define	VERB
cana-2945	94	12	risk	risk	NOUN
cana-2945	94	13	/	/	SYM
cana-2945	94	14	reward	reward	NOUN
cana-2945	94	15	barrier	barrier	NOUN
cana-2945	94	16	throughout	throughout	ADP
cana-2945	94	17	its	its	PRON
cana-2945	94	18	operations	operation	NOUN
cana-2945	94	19	,	,	PUNCT
cana-2945	94	20	so	so	ADV
cana-2945	94	21	facilitating	facilitate	VERB
cana-2945	94	22	the	the	DET
cana-2945	94	23	company	company	NOUN
cana-2945	94	24	's	's	PART
cana-2945	94	25	comprehension	comprehension	NOUN
cana-2945	94	26	of	of	ADP
cana-2945	94	27	the	the	DET
cana-2945	94	28	whole	whole	NOUN
cana-2945	94	29	of	of	ADP
cana-2945	94	30	its	its	PRON
cana-2945	94	31	hazards	hazard	NOUN
cana-2945	94	32	,	,	PUNCT
cana-2945	94	33	their	their	PRON
cana-2945	94	34	interconnections	interconnection	NOUN
cana-2945	94	35	,	,	PUNCT
cana-2945	94	36	and	and	CCONJ
cana-2945	94	37	their	their	PRON
cana-2945	94	38	monetary	monetary	ADJ
cana-2945	94	39	ramifications	ramification	NOUN
cana-2945	94	40	for	for	ADP
cana-2945	94	41	the	the	DET
cana-2945	94	42	organisation	organisation	NOUN
cana-2945	94	43	.	.	PUNCT
cana-2945	95	1	secondly	secondly	ADV
cana-2945	95	2	,	,	PUNCT
cana-2945	95	3	it	it	PRON
cana-2945	95	4	enables	enable	VERB
cana-2945	95	5	leadership	leadership	NOUN
cana-2945	95	6	to	to	PART
cana-2945	95	7	assess	assess	VERB
cana-2945	95	8	the	the	DET
cana-2945	95	9	comparative	comparative	ADJ
cana-2945	95	10	investment	investment	NOUN
cana-2945	95	11	needs	need	NOUN
cana-2945	95	12	of	of	ADP
cana-2945	95	13	different	different	ADJ
cana-2945	95	14	lines	line	NOUN
cana-2945	95	15	of	of	ADP
cana-2945	95	16	business	business	NOUN
cana-2945	95	17	and	and	CCONJ
cana-2945	95	18	determine	determine	VERB
cana-2945	95	19	whether	whether	SCONJ
cana-2945	95	20	the	the	DET
cana-2945	95	21	financial	financial	ADJ
cana-2945	95	22	benefits	benefit	NOUN
cana-2945	95	23	are	be	AUX
cana-2945	95	24	proportional	proportional	ADJ
cana-2945	95	25	to	to	ADP
cana-2945	95	26	the	the	DET
cana-2945	95	27	associated	associated	ADJ
cana-2945	95	28	risks	risk	NOUN
cana-2945	95	29	.	.	PUNCT
cana-2945	96	1	ultimately	ultimately	ADV
cana-2945	96	2	,	,	PUNCT
cana-2945	96	3	it	it	PRON
cana-2945	96	4	furnishes	furnish	VERB
cana-2945	96	5	allstate	allstate	PROPN
cana-2945	96	6	with	with	ADP
cana-2945	96	7	robust	robust	ADJ
cana-2945	96	8	new	new	ADJ
cana-2945	96	9	metrics	metric	NOUN
cana-2945	96	10	to	to	PART
cana-2945	96	11	guide	guide	VERB
cana-2945	96	12	corporate	corporate	ADJ
cana-2945	96	13	decisionmaking	decisionmaking	NOUN
cana-2945	96	14	.	.	PUNCT
cana-2945	97	1	despite	despite	SCONJ
cana-2945	97	2	firm	firm	ADJ
cana-2945	97	3	management	management	NOUN
cana-2945	97	4	acknowledging	acknowledge	VERB
cana-2945	97	5	the	the	DET
cana-2945	97	6	substantial	substantial	ADJ
cana-2945	97	7	work	work	NOUN
cana-2945	97	8	ahead	ahead	ADV
cana-2945	97	9	,	,	PUNCT
cana-2945	97	10	allstate	allstate	PROPN
cana-2945	97	11	has	have	AUX
cana-2945	97	12	already	already	ADV
cana-2945	97	13	established	establish	VERB
cana-2945	97	14	that	that	SCONJ
cana-2945	97	15	it	it	PRON
cana-2945	97	16	is	be	AUX
cana-2945	97	17	an	an	DET
cana-2945	97	18	accomplished	accomplished	ADJ
cana-2945	97	19	early	early	ADJ
cana-2945	97	20	user	user	NOUN
cana-2945	97	21	of	of	ADP
cana-2945	97	22	enterprise	enterprise	NOUN
cana-2945	97	23	risk	risk	NOUN
cana-2945	97	24	management	management	NOUN
cana-2945	97	25	(	(	PUNCT
cana-2945	97	26	erm	erm	PROPN
cana-2945	97	27	)	)	PUNCT
cana-2945	97	28	.	.	PUNCT
cana-2945	98	1	although	although	SCONJ
cana-2945	98	2	the	the	DET
cana-2945	98	3	path	path	NOUN
cana-2945	98	4	to	to	ADP
cana-2945	98	5	success	success	NOUN
cana-2945	98	6	was	be	AUX
cana-2945	98	7	not	not	PART
cana-2945	98	8	always	always	ADV
cana-2945	98	9	straight	straight	ADJ
cana-2945	98	10	or	or	CCONJ
cana-2945	98	11	linear	linear	ADJ
cana-2945	98	12	,	,	PUNCT
cana-2945	98	13	allstate	allstate	PROPN
cana-2945	98	14	has	have	AUX
cana-2945	98	15	already	already	ADV
cana-2945	98	16	garnered	garner	VERB
cana-2945	98	17	substantial	substantial	ADJ
cana-2945	98	18	benefits	benefit	NOUN
cana-2945	98	19	from	from	ADP
cana-2945	98	20	its	its	PRON
cana-2945	98	21	erm	erm	PROPN
cana-2945	98	22	initiatives	initiative	NOUN
cana-2945	98	23	.	.	PUNCT
cana-2945	99	1	an	an	DET
cana-2945	99	2	effective	effective	ADJ
cana-2945	99	3	erm	erm	PROPN
cana-2945	99	4	function	function	PROPN
cana-2945	99	5	assists	assist	NOUN
cana-2945	99	6	management	management	NOUN
cana-2945	99	7	in	in	ADP
cana-2945	99	8	making	make	VERB
cana-2945	99	9	choices	choice	NOUN
cana-2945	99	10	linked	link	VERB
cana-2945	99	11	to	to	ADP
cana-2945	99	12	risk	risk	NOUN
cana-2945	99	13	and	and	CCONJ
cana-2945	99	14	capital	capital	NOUN
cana-2945	99	15	,	,	PUNCT
cana-2945	99	16	including	include	VERB
cana-2945	99	17	insurance	insurance	NOUN
cana-2945	99	18	procurement	procurement	NOUN
cana-2945	99	19	,	,	PUNCT
cana-2945	99	20	asset	asset	NOUN
cana-2945	99	21	/	/	SYM
cana-2945	99	22	liability	liability	NOUN
cana-2945	99	23	leadership	leadership	NOUN
cana-2945	99	24	,	,	PUNCT
cana-2945	99	25	risk	risk	NOUN
cana-2945	99	26	limit	limit	NOUN
cana-2945	99	27	establishment	establishment	NOUN
cana-2945	99	28	and	and	CCONJ
cana-2945	99	29	oversight	oversight	NOUN
cana-2945	99	30	,	,	PUNCT
cana-2945	99	31	as	as	ADV
cana-2945	99	32	well	well	ADV
cana-2945	99	33	as	as	ADP
cana-2945	99	34	distributing	distribute	VERB
cana-2945	99	35	capital	capital	NOUN
cana-2945	99	36	and	and	CCONJ
cana-2945	99	37	price	price	NOUN
cana-2945	99	38	.	.	PUNCT
cana-2945	100	1	erm	erm	PROPN
cana-2945	100	2	is	be	AUX
cana-2945	100	3	not	not	PART
cana-2945	100	4	an	an	DET
cana-2945	100	5	all	all	ADV
cana-2945	100	6	-	-	PUNCT
cana-2945	100	7	or	or	CCONJ
cana-2945	100	8	-	-	PUNCT
cana-2945	100	9	nothing	nothing	PRON
cana-2945	100	10	approach	approach	NOUN
cana-2945	100	11	;	;	PUNCT
cana-2945	100	12	organisations	organisation	NOUN
cana-2945	100	13	may	may	AUX
cana-2945	100	14	get	get	VERB
cana-2945	100	15	advantages	advantage	NOUN
cana-2945	100	16	from	from	ADP
cana-2945	100	17	a	a	DET
cana-2945	100	18	pragmatic	pragmatic	ADJ
cana-2945	100	19	strategy	strategy	NOUN
cana-2945	100	20	that	that	PRON
cana-2945	100	21	begins	begin	VERB
cana-2945	100	22	modestly	modestly	ADV
cana-2945	100	23	,	,	PUNCT
cana-2945	100	24	prioritises	prioritise	VERB
cana-2945	100	25	critical	critical	ADJ
cana-2945	100	26	concerns	concern	NOUN
cana-2945	100	27	,	,	PUNCT
cana-2945	100	28	and	and	CCONJ
cana-2945	100	29	incrementally	incrementally	ADV
cana-2945	100	30	enhances	enhance	VERB
cana-2945	100	31	value	value	NOUN
cana-2945	100	32	[	[	X
cana-2945	100	33	16	16	NUM
cana-2945	100	34	]	]	PUNCT
cana-2945	100	35	.	.	PUNCT
cana-2945	101	1	communications	communication	NOUN
cana-2945	101	2	on	on	ADP
cana-2945	101	3	applied	apply	VERB
cana-2945	101	4	nonlinear	nonlinear	ADJ
cana-2945	101	5	analysis	analysis	NOUN
cana-2945	101	6	issn	issn	NOUN
cana-2945	101	7	:	:	PUNCT
cana-2945	101	8	1074	1074	NUM
cana-2945	101	9	-	-	PUNCT
cana-2945	101	10	133x	133x	NUM
cana-2945	101	11	vol	vol	NOUN
cana-2945	101	12	32	32	NUM
cana-2945	101	13	no	no	NOUN
cana-2945	101	14	.	.	PUNCT
cana-2945	102	1	5s	5s	NUM
cana-2945	102	2	(	(	PUNCT
cana-2945	102	3	2025	2025	NUM
cana-2945	102	4	)	)	PUNCT
cana-2945	102	5	48	48	NUM
cana-2945	102	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2945	102	7	2.6	2.6	NUM
cana-2945	102	8	.	.	PUNCT
cana-2945	103	1	criminal	criminal	ADJ
cana-2945	103	2	sentencing	sentencing	NOUN
cana-2945	103	3	recommendation	recommendation	NOUN
cana-2945	103	4	northpointe	northpointe	NOUN
cana-2945	103	5	(	(	PUNCT
cana-2945	103	6	compas	compas	NOUN
cana-2945	103	7	system	system	NOUN
cana-2945	103	8	)	)	PUNCT
cana-2945	103	9	in	in	ADP
cana-2945	103	10	the	the	DET
cana-2945	103	11	1990s	1990s	NUM
cana-2945	103	12	,	,	PUNCT
cana-2945	103	13	northpointe	northpointe	PROPN
cana-2945	103	14	,	,	PUNCT
cana-2945	103	15	inc	inc	PROPN
cana-2945	103	16	.	.	PROPN
cana-2945	103	17	developed	develop	VERB
cana-2945	103	18	compas	compas	PROPN
cana-2945	103	19	,	,	PUNCT
cana-2945	103	20	a	a	DET
cana-2945	103	21	statistically	statistically	ADV
cana-2945	103	22	-	-	PUNCT
cana-2945	103	23	based	base	VERB
cana-2945	103	24	program	program	NOUN
cana-2945	103	25	intended	intend	VERB
cana-2945	103	26	to	to	PART
cana-2945	103	27	evaluate	evaluate	VERB
cana-2945	103	28	the	the	DET
cana-2945	103	29	likelihood	likelihood	NOUN
cana-2945	103	30	of	of	ADP
cana-2945	103	31	a	a	DET
cana-2945	103	32	defendant	defendant	NOUN
cana-2945	103	33	reoffending	reoffende	VERB
cana-2945	103	34	post	post	NOUN
cana-2945	103	35	-	-	NOUN
cana-2945	103	36	release	release	NOUN
cana-2945	103	37	.	.	PUNCT
cana-2945	104	1	in	in	ADP
cana-2945	104	2	2012	2012	NUM
cana-2945	104	3	,	,	PUNCT
cana-2945	104	4	following	follow	VERB
cana-2945	104	5	several	several	ADJ
cana-2945	104	6	years	year	NOUN
cana-2945	104	7	of	of	ADP
cana-2945	104	8	research	research	NOUN
cana-2945	104	9	,	,	PUNCT
cana-2945	104	10	wisconsin	wisconsin	PROPN
cana-2945	104	11	integrated	integrate	VERB
cana-2945	104	12	compas	compas	NOUN
cana-2945	104	13	in	in	ADP
cana-2945	104	14	its	its	PRON
cana-2945	104	15	state	state	NOUN
cana-2945	104	16	prosecution	prosecution	NOUN
cana-2945	104	17	protocols	protocol	NOUN
cana-2945	104	18	,	,	PUNCT
cana-2945	104	19	therefore	therefore	ADV
cana-2945	104	20	including	include	VERB
cana-2945	104	21	compas	compas	PROPN
cana-2945	104	22	evaluations	evaluation	NOUN
cana-2945	104	23	within	within	ADP
cana-2945	104	24	a	a	DET
cana-2945	104	25	person	person	NOUN
cana-2945	104	26	's	's	PART
cana-2945	104	27	presentence	presentence	NOUN
cana-2945	104	28	investigation	investigation	NOUN
cana-2945	104	29	(	(	PUNCT
cana-2945	104	30	psi	psi	NOUN
cana-2945	104	31	)	)	PUNCT
cana-2945	104	32	reports	report	NOUN
cana-2945	104	33	.	.	PUNCT
cana-2945	105	1	compas	compas	PROPN
cana-2945	105	2	's	's	PART
cana-2945	105	3	system	system	NOUN
cana-2945	105	4	employs	employ	VERB
cana-2945	105	5	several	several	ADJ
cana-2945	105	6	elements	element	NOUN
cana-2945	105	7	,	,	PUNCT
cana-2945	105	8	notably	notably	ADV
cana-2945	105	9	the	the	DET
cana-2945	105	10	criminal	criminal	NOUN
cana-2945	105	11	's	's	PART
cana-2945	105	12	replies	reply	NOUN
cana-2945	105	13	to	to	ADP
cana-2945	105	14	an	an	DET
cana-2945	105	15	extensive	extensive	ADJ
cana-2945	105	16	survey	survey	NOUN
cana-2945	105	17	,	,	PUNCT
cana-2945	105	18	to	to	PART
cana-2945	105	19	provide	provide	VERB
cana-2945	105	20	a	a	DET
cana-2945	105	21	recidivism	recidivism	NOUN
cana-2945	105	22	-	-	PUNCT
cana-2945	105	23	risk	risk	NOUN
cana-2945	105	24	rating	rating	NOUN
cana-2945	105	25	ranging	range	VERB
cana-2945	105	26	from	from	ADP
cana-2945	105	27	1	1	NUM
cana-2945	105	28	to	to	PART
cana-2945	105	29	10	10	NUM
cana-2945	105	30	.	.	PUNCT
cana-2945	106	1	this	this	PRON
cana-2945	106	2	is	be	AUX
cana-2945	106	3	often	often	ADV
cana-2945	106	4	achieved	achieve	VERB
cana-2945	106	5	by	by	ADP
cana-2945	106	6	contrasting	contrast	VERB
cana-2945	106	7	people	people	NOUN
cana-2945	106	8	's	's	PART
cana-2945	106	9	characteristics	characteristic	NOUN
cana-2945	106	10	and	and	CCONJ
cana-2945	106	11	traits	trait	NOUN
cana-2945	106	12	with	with	ADP
cana-2945	106	13	those	those	PRON
cana-2945	106	14	of	of	ADP
cana-2945	106	15	established	establish	VERB
cana-2945	106	16	fenders	fender	NOUN
cana-2945	106	17	with	with	ADP
cana-2945	106	18	high	high	ADJ
cana-2945	106	19	risks	risk	NOUN
cana-2945	106	20	.	.	PUNCT
cana-2945	107	1	according	accord	VERB
cana-2945	107	2	to	to	ADP
cana-2945	107	3	this	this	DET
cana-2945	107	4	score	score	NOUN
cana-2945	107	5	,	,	PUNCT
cana-2945	107	6	compas	compas	PROPN
cana-2945	107	7	categorises	categorise	VERB
cana-2945	107	8	risk	risk	NOUN
cana-2945	107	9	for	for	ADP
cana-2945	107	10	recidivism	recidivism	NOUN
cana-2945	107	11	as	as	ADP
cana-2945	107	12	low	low	ADJ
cana-2945	107	13	-	-	PUNCT
cana-2945	107	14	risk	risk	NOUN
cana-2945	107	15	(	(	PUNCT
cana-2945	107	16	1	1	NUM
cana-2945	107	17	to	to	PART
cana-2945	107	18	4	4	NUM
cana-2945	107	19	)	)	PUNCT
cana-2945	107	20	,	,	PUNCT
cana-2945	107	21	medium	medium	ADJ
cana-2945	107	22	-	-	PUNCT
cana-2945	107	23	risk	risk	NOUN
cana-2945	107	24	(	(	PUNCT
cana-2945	107	25	5	5	NUM
cana-2945	107	26	to	to	PART
cana-2945	107	27	7	7	NUM
cana-2945	107	28	)	)	PUNCT
cana-2945	107	29	,	,	PUNCT
cana-2945	107	30	or	or	CCONJ
cana-2945	107	31	high	high	ADJ
cana-2945	107	32	-	-	PUNCT
cana-2945	107	33	risk	risk	NOUN
cana-2945	107	34	(	(	PUNCT
cana-2945	107	35	8	8	NUM
cana-2945	107	36	to	to	PART
cana-2945	107	37	10	10	NUM
cana-2945	107	38	)	)	PUNCT
cana-2945	107	39	.	.	PUNCT
cana-2945	108	1	this	this	DET
cana-2945	108	2	result	result	NOUN
cana-2945	108	3	then	then	ADV
cana-2945	108	4	makes	make	VERB
cana-2945	108	5	it	it	PRON
cana-2945	108	6	into	into	ADP
cana-2945	108	7	an	an	DET
cana-2945	108	8	accused	accuse	VERB
cana-2945	108	9	person	person	NOUN
cana-2945	108	10	's	's	PART
cana-2945	108	11	psi	psi	NOUN
cana-2945	108	12	report	report	NOUN
cana-2945	108	13	provided	provide	VERB
cana-2945	108	14	to	to	ADP
cana-2945	108	15	the	the	DET
cana-2945	108	16	punishment	punishment	NOUN
cana-2945	108	17	court	court	NOUN
cana-2945	108	18	.	.	PUNCT
cana-2945	109	1	consequently	consequently	ADV
cana-2945	109	2	,	,	PUNCT
cana-2945	109	3	a	a	DET
cana-2945	109	4	person	person	NOUN
cana-2945	109	5	's	's	PART
cana-2945	109	6	prison	prison	NOUN
cana-2945	109	7	term	term	NOUN
cana-2945	109	8	is	be	AUX
cana-2945	109	9	influenced	influence	VERB
cana-2945	109	10	,	,	PUNCT
cana-2945	109	11	to	to	ADP
cana-2945	109	12	an	an	DET
cana-2945	109	13	extent	extent	NOUN
cana-2945	109	14	,	,	PUNCT
cana-2945	109	15	by	by	ADP
cana-2945	109	16	compas	compas	PROPN
cana-2945	109	17	's	's	PART
cana-2945	109	18	recurrence	recurrence	NOUN
cana-2945	109	19	evaluation	evaluation	NOUN
cana-2945	109	20	.	.	PUNCT
cana-2945	110	1	remarkably	remarkably	ADV
cana-2945	110	2	,	,	PUNCT
cana-2945	110	3	with	with	ADP
cana-2945	110	4	the	the	DET
cana-2945	110	5	exception	exception	NOUN
cana-2945	110	6	of	of	ADP
cana-2945	110	7	northpointe	northpointe	NOUN
cana-2945	110	8	,	,	PUNCT
cana-2945	110	9	nobody	nobody	PRON
cana-2945	110	10	has	have	VERB
cana-2945	110	11	accurate	accurate	ADJ
cana-2945	110	12	knowledge	knowledge	NOUN
cana-2945	110	13	.	.	PUNCT
cana-2945	111	1	it	it	PRON
cana-2945	111	2	is	be	AUX
cana-2945	111	3	reasonable	reasonable	ADJ
cana-2945	111	4	to	to	PART
cana-2945	111	5	anticipate	anticipate	VERB
cana-2945	111	6	the	the	DET
cana-2945	111	7	court	court	NOUN
cana-2945	111	8	using	use	VERB
cana-2945	111	9	compas	compas	PROPN
cana-2945	111	10	comprehends	comprehend	VERB
cana-2945	111	11	its	its	PRON
cana-2945	111	12	functionality	functionality	NOUN
cana-2945	111	13	;	;	PUNCT
cana-2945	111	14	however	however	ADV
cana-2945	111	15	,	,	PUNCT
cana-2945	111	16	this	this	PRON
cana-2945	111	17	is	be	AUX
cana-2945	111	18	regrettably	regrettably	ADV
cana-2945	111	19	not	not	PART
cana-2945	111	20	the	the	DET
cana-2945	111	21	situation	situation	NOUN
cana-2945	111	22	.	.	PUNCT
cana-2945	112	1	compas	compas	PROPN
cana-2945	112	2	,	,	PUNCT
cana-2945	112	3	being	be	AUX
cana-2945	112	4	a	a	DET
cana-2945	112	5	privately	privately	ADV
cana-2945	112	6	designed	design	VERB
cana-2945	112	7	algorithm	algorithm	NOUN
cana-2945	112	8	,	,	PUNCT
cana-2945	112	9	is	be	AUX
cana-2945	112	10	protected	protect	VERB
cana-2945	112	11	under	under	ADP
cana-2945	112	12	confidential	confidential	ADJ
cana-2945	112	13	information	information	NOUN
cana-2945	112	14	legislation	legislation	NOUN
cana-2945	112	15	.	.	PUNCT
cana-2945	113	1	consequently	consequently	ADV
cana-2945	113	2	,	,	PUNCT
cana-2945	113	3	the	the	DET
cana-2945	113	4	compas	compas	PROPN
cana-2945	113	5	algorithm	algorithm	NOUN
cana-2945	113	6	—	—	PUNCT
cana-2945	113	7	comprising	comprise	VERB
cana-2945	113	8	the	the	DET
cana-2945	113	9	program	program	NOUN
cana-2945	113	10	that	that	PRON
cana-2945	113	11	runs	run	VERB
cana-2945	113	12	it	it	PRON
cana-2945	113	13	,	,	PUNCT
cana-2945	113	14	the	the	DET
cana-2945	113	15	evidence	evidence	NOUN
cana-2945	113	16	types	type	NOUN
cana-2945	113	17	used	use	VERB
cana-2945	113	18	,	,	PUNCT
cana-2945	113	19	and	and	CCONJ
cana-2945	113	20	the	the	DET
cana-2945	113	21	weighting	weighting	NOUN
cana-2945	113	22	of	of	ADP
cana-2945	113	23	each	each	DET
cana-2945	113	24	data	datum	NOUN
cana-2945	113	25	point	point	NOUN
cana-2945	113	26	—	—	PUNCT
cana-2945	113	27	is	be	AUX
cana-2945	113	28	almost	almost	ADV
cana-2945	113	29	impervious	impervious	ADJ
cana-2945	113	30	to	to	ADP
cana-2945	113	31	external	external	ADJ
cana-2945	113	32	examination	examination	NOUN
cana-2945	113	33	.	.	PUNCT
cana-2945	114	1	this	this	PRON
cana-2945	114	2	applies	apply	VERB
cana-2945	114	3	not	not	PART
cana-2945	114	4	just	just	ADV
cana-2945	114	5	to	to	ADP
cana-2945	114	6	individuals	individual	NOUN
cana-2945	114	7	who	who	PRON
cana-2945	114	8	may	may	AUX
cana-2945	114	9	abuse	abuse	VERB
cana-2945	114	10	the	the	DET
cana-2945	114	11	algorithm	algorithm	NOUN
cana-2945	114	12	for	for	ADP
cana-2945	114	13	financial	financial	ADJ
cana-2945	114	14	profit	profit	NOUN
cana-2945	114	15	.	.	PUNCT
cana-2945	115	1	this	this	PRON
cana-2945	115	2	also	also	ADV
cana-2945	115	3	pertains	pertain	VERB
cana-2945	115	4	to	to	ADP
cana-2945	115	5	the	the	DET
cana-2945	115	6	authorities	authority	NOUN
cana-2945	115	7	presenting	present	VERB
cana-2945	115	8	penalty	penalty	NOUN
cana-2945	115	9	proposals	proposal	NOUN
cana-2945	115	10	,	,	PUNCT
cana-2945	115	11	the	the	DET
cana-2945	115	12	offenders	offender	NOUN
cana-2945	115	13	punished	punish	VERB
cana-2945	115	14	with	with	ADP
cana-2945	115	15	regard	regard	NOUN
cana-2945	115	16	to	to	ADP
cana-2945	115	17	compas	compas	PROPN
cana-2945	115	18	ratings	rating	NOUN
cana-2945	115	19	,	,	PUNCT
cana-2945	115	20	and	and	CCONJ
cana-2945	115	21	—	—	PUNCT
cana-2945	115	22	as	as	SCONJ
cana-2945	115	23	kafka	kafka	PROPN
cana-2945	115	24	turns	turn	VERB
cana-2945	115	25	in	in	ADP
cana-2945	115	26	his	his	PRON
cana-2945	115	27	grave	grave	NOUN
cana-2945	115	28	—	—	PUNCT
cana-2945	115	29	the	the	DET
cana-2945	115	30	judiciary	judiciary	NOUN
cana-2945	115	31	who	who	PRON
cana-2945	115	32	incorporate	incorporate	VERB
cana-2945	115	33	those	those	DET
cana-2945	115	34	results	result	NOUN
cana-2945	115	35	into	into	ADP
cana-2945	115	36	their	their	PRON
cana-2945	115	37	punishment	punishment	NOUN
cana-2945	115	38	determinations	determination	NOUN
cana-2945	115	39	.	.	PUNCT
cana-2945	116	1	in	in	ADP
cana-2945	116	2	essence	essence	NOUN
cana-2945	116	3	,	,	PUNCT
cana-2945	116	4	compas	compas	PROPN
cana-2945	116	5	is	be	AUX
cana-2945	116	6	accountable	accountable	ADJ
cana-2945	116	7	only	only	ADV
cana-2945	116	8	to	to	ADP
cana-2945	116	9	its	its	PRON
cana-2945	116	10	designers	designer	NOUN
cana-2945	116	11	.	.	PUNCT
cana-2945	117	1	if	if	SCONJ
cana-2945	117	2	compas	compas	PROPN
cana-2945	117	3	could	could	AUX
cana-2945	117	4	be	be	AUX
cana-2945	117	5	shown	show	VERB
cana-2945	117	6	to	to	PART
cana-2945	117	7	handle	handle	VERB
cana-2945	117	8	every	every	DET
cana-2945	117	9	accused	accuse	VERB
cana-2945	117	10	equitably	equitably	ADV
cana-2945	117	11	and	and	CCONJ
cana-2945	117	12	consistently	consistently	ADV
cana-2945	117	13	,	,	PUNCT
cana-2945	117	14	there	there	PRON
cana-2945	117	15	can	can	AUX
cana-2945	117	16	be	be	AUX
cana-2945	117	17	smaller	small	ADJ
cana-2945	117	18	grounds	ground	NOUN
cana-2945	117	19	for	for	ADP
cana-2945	117	20	apprehension	apprehension	NOUN
cana-2945	117	21	[	[	X
cana-2945	117	22	17	17	NUM
cana-2945	117	23	]	]	PUNCT
cana-2945	117	24	.	.	PUNCT
cana-2945	118	1	2.7	2.7	NUM
cana-2945	118	2	.	.	PUNCT
cana-2945	119	1	legal	legal	ADJ
cana-2945	119	2	research	research	NOUN
cana-2945	119	3	optimization	optimization	NOUN
cana-2945	119	4	ross	ross	PROPN
cana-2945	119	5	intelligence	intelligence	NOUN
cana-2945	119	6	in	in	ADP
cana-2945	119	7	2014	2014	NUM
cana-2945	119	8	,	,	PUNCT
cana-2945	119	9	a	a	DET
cana-2945	119	10	team	team	NOUN
cana-2945	119	11	of	of	ADP
cana-2945	119	12	computer	computer	NOUN
cana-2945	119	13	scientists	scientist	NOUN
cana-2945	119	14	from	from	ADP
cana-2945	119	15	the	the	DET
cana-2945	119	16	university	university	PROPN
cana-2945	119	17	of	of	ADP
cana-2945	119	18	toronto	toronto	PROPN
cana-2945	119	19	,	,	PUNCT
cana-2945	119	20	a	a	DET
cana-2945	119	21	premier	premier	NOUN
cana-2945	119	22	ai	ai	VERB
cana-2945	119	23	research	research	NOUN
cana-2945	119	24	institution	institution	NOUN
cana-2945	119	25	,	,	PUNCT
cana-2945	119	26	and	and	CCONJ
cana-2945	119	27	an	an	DET
cana-2945	119	28	attorney	attorney	NOUN
cana-2945	119	29	established	establish	VERB
cana-2945	119	30	ross	ross	PROPN
cana-2945	119	31	to	to	PART
cana-2945	119	32	develop	develop	VERB
cana-2945	119	33	technology	technology	NOUN
cana-2945	119	34	aimed	aim	VERB
cana-2945	119	35	at	at	ADP
cana-2945	119	36	enhancing	enhance	VERB
cana-2945	119	37	the	the	DET
cana-2945	119	38	accessibility	accessibility	NOUN
cana-2945	119	39	of	of	ADP
cana-2945	119	40	legal	legal	ADJ
cana-2945	119	41	assistance	assistance	NOUN
cana-2945	119	42	.	.	PUNCT
cana-2945	120	1	in	in	ADP
cana-2945	120	2	a	a	DET
cana-2945	120	3	short	short	ADJ
cana-2945	120	4	timeframe	timeframe	NOUN
cana-2945	120	5	,	,	PUNCT
cana-2945	120	6	ross	ross	PROPN
cana-2945	120	7	secured	secure	VERB
cana-2945	120	8	billions	billion	NOUN
cana-2945	120	9	in	in	ADP
cana-2945	120	10	investment	investment	NOUN
cana-2945	120	11	from	from	ADP
cana-2945	120	12	leading	lead	VERB
cana-2945	120	13	entrepreneurs	entrepreneur	NOUN
cana-2945	120	14	in	in	ADP
cana-2945	120	15	silicon	silicon	NOUN
cana-2945	120	16	valley	valley	NOUN
cana-2945	120	17	and	and	CCONJ
cana-2945	120	18	garnered	garnered	VERB
cana-2945	120	19	prestigious	prestigious	ADJ
cana-2945	120	20	accolades	accolade	NOUN
cana-2945	120	21	from	from	ADP
cana-2945	120	22	forbes	forbe	NOUN
cana-2945	120	23	and	and	CCONJ
cana-2945	120	24	the	the	DET
cana-2945	120	25	american	american	PROPN
cana-2945	120	26	bar	bar	PROPN
cana-2945	120	27	association	association	PROPN
cana-2945	120	28	journal	journal	PROPN
cana-2945	120	29	.	.	PUNCT
cana-2945	121	1	currently	currently	ADV
cana-2945	121	2	,	,	PUNCT
cana-2945	121	3	ross	ross	PROPN
cana-2945	121	4	has	have	VERB
cana-2945	121	5	operations	operation	NOUN
cana-2945	121	6	in	in	ADP
cana-2945	121	7	san	san	PROPN
cana-2945	121	8	francisco	francisco	PROPN
cana-2945	121	9	and	and	CCONJ
cana-2945	121	10	toronto	toronto	PROPN
cana-2945	121	11	.	.	PUNCT
cana-2945	122	1	it	it	PRON
cana-2945	122	2	caters	cater	VERB
cana-2945	122	3	to	to	ADP
cana-2945	122	4	millions	million	NOUN
cana-2945	122	5	of	of	ADP
cana-2945	122	6	solicitors	solicitor	NOUN
cana-2945	122	7	operating	operate	VERB
cana-2945	122	8	in	in	ADP
cana-2945	122	9	various	various	ADJ
cana-2945	122	10	firm	firm	ADJ
cana-2945	122	11	sizes	size	NOUN
cana-2945	122	12	and	and	CCONJ
cana-2945	122	13	including	include	VERB
cana-2945	122	14	all	all	DET
cana-2945	122	15	legal	legal	ADJ
cana-2945	122	16	domains	domain	NOUN
cana-2945	122	17	.	.	PUNCT
cana-2945	123	1	ross	ross	PROPN
cana-2945	123	2	intelligence	intelligence	PROPN
cana-2945	123	3	's	's	PART
cana-2945	123	4	solution	solution	NOUN
cana-2945	123	5	utilises	utilise	VERB
cana-2945	123	6	nlp	nlp	NOUN
cana-2945	123	7	and	and	CCONJ
cana-2945	123	8	the	the	DET
cana-2945	123	9	trademarked	trademark	VERB
cana-2945	123	10	legal	legal	ADJ
cana-2945	123	11	cortex	cortex	NOUN
cana-2945	123	12	technology	technology	NOUN
cana-2945	123	13	,	,	PUNCT
cana-2945	123	14	allowing	allow	VERB
cana-2945	123	15	users	user	NOUN
cana-2945	123	16	to	to	PART
cana-2945	123	17	submit	submit	VERB
cana-2945	123	18	whole	whole	ADJ
cana-2945	123	19	phrases	phrase	NOUN
cana-2945	123	20	as	as	ADP
cana-2945	123	21	enquiries	enquiry	NOUN
cana-2945	123	22	to	to	ADP
cana-2945	123	23	the	the	DET
cana-2945	123	24	computer	computer	NOUN
cana-2945	123	25	system	system	NOUN
cana-2945	123	26	[	[	X
cana-2945	123	27	18	18	NUM
cana-2945	123	28	-	-	SYM
cana-2945	123	29	19	19	NUM
cana-2945	123	30	]	]	PUNCT
cana-2945	123	31	.	.	PUNCT
cana-2945	124	1	2.8	2.8	NUM
cana-2945	124	2	.	.	PUNCT
cana-2945	124	3	fraud	fraud	NOUN
cana-2945	124	4	detection	detection	PROPN
cana-2945	124	5	goldman	goldman	PROPN
cana-2945	124	6	sachs	sachs	PROPN
cana-2945	124	7	goldman	goldman	PROPN
cana-2945	124	8	sachs	sachs	PROPN
cana-2945	124	9	prioritises	prioritise	VERB
cana-2945	124	10	cybersecurity	cybersecurity	NOUN
cana-2945	124	11	and	and	CCONJ
cana-2945	124	12	avoiding	avoid	VERB
cana-2945	124	13	fraud	fraud	NOUN
cana-2945	124	14	by	by	ADP
cana-2945	124	15	using	use	VERB
cana-2945	124	16	processes	process	NOUN
cana-2945	124	17	and	and	CCONJ
cana-2945	124	18	technology	technology	NOUN
cana-2945	124	19	safeguards	safeguard	NOUN
cana-2945	124	20	to	to	PART
cana-2945	124	21	safeguard	safeguard	VERB
cana-2945	124	22	consumer	consumer	NOUN
cana-2945	124	23	accounts	account	NOUN
cana-2945	124	24	and	and	CCONJ
cana-2945	124	25	data	datum	NOUN
cana-2945	124	26	.	.	PUNCT
cana-2945	125	1	to	to	PART
cana-2945	125	2	enhance	enhance	VERB
cana-2945	125	3	your	your	PRON
cana-2945	125	4	own	own	ADJ
cana-2945	125	5	cybersecurity	cybersecurity	NOUN
cana-2945	125	6	stance	stance	NOUN
cana-2945	125	7	,	,	PUNCT
cana-2945	125	8	they	they	PRON
cana-2945	125	9	provide	provide	VERB
cana-2945	125	10	further	further	ADJ
cana-2945	125	11	facts	fact	NOUN
cana-2945	125	12	about	about	ADP
cana-2945	125	13	cyber	cyber	NOUN
cana-2945	125	14	dangers	danger	NOUN
cana-2945	125	15	and	and	CCONJ
cana-2945	125	16	recommendations	recommendation	NOUN
cana-2945	125	17	to	to	PART
cana-2945	125	18	safeguard	safeguard	VERB
cana-2945	125	19	yourself	yourself	PRON
cana-2945	125	20	,	,	PUNCT
cana-2945	125	21	ones	one	NOUN
cana-2945	125	22	loved	love	VERB
cana-2945	125	23	ones	one	NOUN
cana-2945	125	24	,	,	PUNCT
cana-2945	125	25	and	and	CCONJ
cana-2945	125	26	their	their	PRON
cana-2945	125	27	employer	employer	NOUN
cana-2945	125	28	from	from	ADP
cana-2945	125	29	being	be	AUX
cana-2945	125	30	victims	victim	NOUN
cana-2945	125	31	of	of	ADP
cana-2945	125	32	cyber	cyber	NOUN
cana-2945	125	33	-	-	PUNCT
cana-2945	125	34	attacks	attack	NOUN
cana-2945	125	35	or	or	CCONJ
cana-2945	125	36	fraud	fraud	NOUN
cana-2945	125	37	schemes	scheme	NOUN
cana-2945	125	38	.	.	PUNCT
cana-2945	126	1	an	an	DET
cana-2945	126	2	innocuous	innocuous	ADJ
cana-2945	126	3	mail	mail	NOUN
cana-2945	126	4	from	from	ADP
cana-2945	126	5	their	their	PRON
cana-2945	126	6	bank	bank	NOUN
cana-2945	126	7	or	or	CCONJ
cana-2945	126	8	preferred	preferred	ADJ
cana-2945	126	9	merchant	merchant	NOUN
cana-2945	126	10	may	may	AUX
cana-2945	126	11	covertly	covertly	ADV
cana-2945	126	12	aim	aim	VERB
cana-2945	126	13	to	to	PART
cana-2945	126	14	usurp	usurp	VERB
cana-2945	126	15	one	one	PRON
cana-2945	126	16	's	's	PART
cana-2945	126	17	identity	identity	NOUN
cana-2945	126	18	or	or	CCONJ
cana-2945	126	19	sensitive	sensitive	ADJ
cana-2945	126	20	information	information	NOUN
cana-2945	126	21	.	.	PUNCT
cana-2945	127	1	“	"	PUNCT
cana-2945	127	2	phishing	phishe	VERB
cana-2945	127	3	”	"	PUNCT
cana-2945	127	4	is	be	AUX
cana-2945	127	5	a	a	DET
cana-2945	127	6	prevalent	prevalent	ADJ
cana-2945	127	7	strategy	strategy	NOUN
cana-2945	127	8	used	use	VERB
cana-2945	127	9	by	by	ADP
cana-2945	127	10	hackers	hacker	NOUN
cana-2945	127	11	that	that	PRON
cana-2945	127	12	utilises	utilise	VERB
cana-2945	127	13	“	"	PUNCT
cana-2945	127	14	spoofed	spoofed	ADJ
cana-2945	127	15	”	"	PUNCT
cana-2945	127	16	email	email	NOUN
cana-2945	127	17	or	or	CCONJ
cana-2945	127	18	deceptive	deceptive	ADJ
cana-2945	127	19	sites	site	NOUN
cana-2945	127	20	(	(	PUNCT
cana-2945	127	21	which	which	PRON
cana-2945	127	22	mimic	mimic	VERB
cana-2945	127	23	reputable	reputable	ADJ
cana-2945	127	24	sites	site	NOUN
cana-2945	127	25	)	)	PUNCT
cana-2945	127	26	to	to	PART
cana-2945	127	27	get	get	VERB
cana-2945	127	28	sensitive	sensitive	ADJ
cana-2945	127	29	data	datum	NOUN
cana-2945	127	30	or	or	CCONJ
cana-2945	127	31	to	to	PART
cana-2945	127	32	compromise	compromise	VERB
cana-2945	127	33	devices	device	NOUN
cana-2945	127	34	with	with	ADP
cana-2945	127	35	spyware	spyware	NOUN
cana-2945	127	36	and	and	CCONJ
cana-2945	127	37	viruses	virus	NOUN
cana-2945	127	38	.	.	PUNCT
cana-2945	128	1	the	the	DET
cana-2945	128	2	thieves	thief	NOUN
cana-2945	128	3	use	use	VERB
cana-2945	128	4	this	this	DET
cana-2945	128	5	illicit	illicit	ADJ
cana-2945	128	6	data	datum	NOUN
cana-2945	128	7	to	to	PART
cana-2945	128	8	perpetrate	perpetrate	VERB
cana-2945	128	9	theft	theft	NOUN
cana-2945	128	10	of	of	ADP
cana-2945	128	11	identification	identification	NOUN
cana-2945	128	12	,	,	PUNCT
cana-2945	128	13	credit	credit	NOUN
cana-2945	128	14	card	card	NOUN
cana-2945	128	15	theft	theft	NOUN
cana-2945	128	16	,	,	PUNCT
cana-2945	128	17	and	and	CCONJ
cana-2945	128	18	several	several	ADJ
cana-2945	128	19	other	other	ADJ
cana-2945	128	20	offences	offence	NOUN
cana-2945	128	21	.	.	PUNCT
cana-2945	129	1	phishing	phishe	VERB
cana-2945	129	2	may	may	AUX
cana-2945	129	3	also	also	ADV
cana-2945	129	4	transpire	transpire	VERB
cana-2945	129	5	by	by	ADP
cana-2945	129	6	telephone	telephone	NOUN
cana-2945	129	7	and	and	CCONJ
cana-2945	129	8	is	be	AUX
cana-2945	129	9	becoming	become	VERB
cana-2945	129	10	more	more	ADV
cana-2945	129	11	common	common	ADJ
cana-2945	129	12	on	on	ADP
cana-2945	129	13	internet	internet	NOUN
cana-2945	129	14	forums	forum	NOUN
cana-2945	129	15	communications	communication	NOUN
cana-2945	129	16	on	on	ADP
cana-2945	129	17	applied	apply	VERB
cana-2945	129	18	nonlinear	nonlinear	ADJ
cana-2945	129	19	analysis	analysis	NOUN
cana-2945	129	20	issn	issn	NOUN
cana-2945	129	21	:	:	PUNCT
cana-2945	129	22	1074	1074	NUM
cana-2945	129	23	-	-	PUNCT
cana-2945	129	24	133x	133x	NUM
cana-2945	129	25	vol	vol	NOUN
cana-2945	129	26	32	32	NUM
cana-2945	129	27	no	no	NOUN
cana-2945	129	28	.	.	PUNCT
cana-2945	130	1	5s	5s	NUM
cana-2945	130	2	(	(	PUNCT
cana-2945	130	3	2025	2025	NUM
cana-2945	130	4	)	)	PUNCT
cana-2945	130	5	49	49	NUM
cana-2945	130	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2945	130	7	and	and	CCONJ
cana-2945	130	8	networking	networking	NOUN
cana-2945	130	9	platforms	platform	NOUN
cana-2945	130	10	.	.	PUNCT
cana-2945	131	1	clicking	click	VERB
cana-2945	131	2	an	an	DET
cana-2945	131	3	unauthorised	unauthorised	ADJ
cana-2945	131	4	link	link	NOUN
cana-2945	131	5	may	may	AUX
cana-2945	131	6	inadvertently	inadvertently	ADV
cana-2945	131	7	result	result	VERB
cana-2945	131	8	in	in	ADP
cana-2945	131	9	the	the	DET
cana-2945	131	10	installation	installation	NOUN
cana-2945	131	11	of	of	ADP
cana-2945	131	12	spyware	spyware	NOUN
cana-2945	131	13	on	on	ADP
cana-2945	131	14	your	your	PRON
cana-2945	131	15	system	system	NOUN
cana-2945	131	16	.	.	PUNCT
cana-2945	132	1	malware	malware	NOUN
cana-2945	132	2	denotes	denote	NOUN
cana-2945	132	3	programs	program	NOUN
cana-2945	132	4	specifically	specifically	ADV
cana-2945	132	5	engineered	engineer	VERB
cana-2945	132	6	to	to	PART
cana-2945	132	7	inflict	inflict	VERB
cana-2945	132	8	harm	harm	NOUN
cana-2945	132	9	on	on	ADP
cana-2945	132	10	an	an	DET
cana-2945	132	11	electronic	electronic	ADJ
cana-2945	132	12	device	device	NOUN
cana-2945	132	13	.	.	PUNCT
cana-2945	133	1	the	the	DET
cana-2945	133	2	predominant	predominant	ADJ
cana-2945	133	3	kind	kind	NOUN
cana-2945	133	4	of	of	ADP
cana-2945	133	5	ransomware	ransomware	NOUN
cana-2945	133	6	is	be	AUX
cana-2945	133	7	a	a	DET
cana-2945	133	8	virus	virus	NOUN
cana-2945	133	9	,	,	PUNCT
cana-2945	133	10	and	and	CCONJ
cana-2945	133	11	it	it	PRON
cana-2945	133	12	's	be	AUX
cana-2945	133	13	generally	generally	ADV
cana-2945	133	14	engineered	engineer	VERB
cana-2945	133	15	to	to	PART
cana-2945	133	16	provide	provide	VERB
cana-2945	133	17	the	the	DET
cana-2945	133	18	perpetrators	perpetrator	NOUN
cana-2945	133	19	who	who	PRON
cana-2945	133	20	develop	develop	VERB
cana-2945	133	21	it	it	PRON
cana-2945	133	22	with	with	ADP
cana-2945	133	23	access	access	NOUN
cana-2945	133	24	to	to	ADP
cana-2945	133	25	the	the	DET
cana-2945	133	26	compromised	compromise	VERB
cana-2945	133	27	machines	machine	NOUN
cana-2945	133	28	.	.	PUNCT
cana-2945	134	1	wannacry	wannacry	NOUN
cana-2945	134	2	is	be	AUX
cana-2945	134	3	a	a	DET
cana-2945	134	4	kind	kind	NOUN
cana-2945	134	5	of	of	ADP
cana-2945	134	6	malware	malware	NOUN
cana-2945	134	7	that	that	PRON
cana-2945	134	8	is	be	AUX
cana-2945	134	9	gaining	gain	VERB
cana-2945	134	10	prominence	prominence	NOUN
cana-2945	134	11	.	.	PUNCT
cana-2945	135	1	cybercrime	cybercrime	NOUN
cana-2945	135	2	infiltrates	infiltrate	VERB
cana-2945	135	3	a	a	DET
cana-2945	135	4	victim	victim	NOUN
cana-2945	135	5	's	's	PART
cana-2945	135	6	data	datum	NOUN
cana-2945	135	7	,	,	PUNCT
cana-2945	135	8	encodes	encode	NOUN
cana-2945	135	9	and	and	CCONJ
cana-2945	135	10	locks	lock	VERB
cana-2945	135	11	them	they	PRON
cana-2945	135	12	,	,	PUNCT
cana-2945	135	13	subsequently	subsequently	ADV
cana-2945	135	14	demanding	demand	VERB
cana-2945	135	15	a	a	DET
cana-2945	135	16	fee	fee	NOUN
cana-2945	135	17	for	for	ADP
cana-2945	135	18	their	their	PRON
cana-2945	135	19	restoration	restoration	NOUN
cana-2945	135	20	.	.	PUNCT
cana-2945	136	1	wannacry	wannacry	NOUN
cana-2945	136	2	constitutes	constitute	VERB
cana-2945	136	3	the	the	DET
cana-2945	136	4	"	"	PUNCT
cana-2945	136	5	digital	digital	ADJ
cana-2945	136	6	abduction	abduction	NOUN
cana-2945	136	7	"	"	PUNCT
cana-2945	136	8	of	of	ADP
cana-2945	136	9	important	important	ADJ
cana-2945	136	10	data	datum	NOUN
cana-2945	136	11	,	,	PUNCT
cana-2945	136	12	including	include	VERB
cana-2945	136	13	personal	personal	ADJ
cana-2945	136	14	photographs	photograph	NOUN
cana-2945	136	15	,	,	PUNCT
cana-2945	136	16	souvenirs	souvenir	NOUN
cana-2945	136	17	,	,	PUNCT
cana-2945	136	18	client	client	NOUN
cana-2945	136	19	details	detail	NOUN
cana-2945	136	20	,	,	PUNCT
cana-2945	136	21	accounting	accounting	NOUN
cana-2945	136	22	data	datum	NOUN
cana-2945	136	23	,	,	PUNCT
cana-2945	136	24	and	and	CCONJ
cana-2945	136	25	property	property	NOUN
cana-2945	136	26	rights	right	NOUN
cana-2945	136	27	.	.	PUNCT
cana-2945	137	1	any	any	DET
cana-2945	137	2	person	person	NOUN
cana-2945	137	3	or	or	CCONJ
cana-2945	137	4	entity	entity	NOUN
cana-2945	137	5	may	may	AUX
cana-2945	137	6	serve	serve	VERB
cana-2945	137	7	as	as	ADP
cana-2945	137	8	a	a	DET
cana-2945	137	9	prospective	prospective	ADJ
cana-2945	137	10	target	target	NOUN
cana-2945	137	11	for	for	ADP
cana-2945	137	12	ransomware	ransomware	NOUN
cana-2945	137	13	attacks	attack	NOUN
cana-2945	137	14	[	[	X
cana-2945	137	15	20	20	NUM
cana-2945	137	16	]	]	PUNCT
cana-2945	137	17	.	.	PUNCT
cana-2945	138	1	2.9	2.9	NUM
cana-2945	138	2	.	.	PUNCT
cana-2945	139	1	immigration	immigration	NOUN
cana-2945	139	2	case	case	NOUN
cana-2945	139	3	processing	process	VERB
cana-2945	139	4	united	united	PROPN
cana-2945	139	5	states	states	PROPN
cana-2945	139	6	citizenship	citizenship	NOUN
cana-2945	139	7	and	and	CCONJ
cana-2945	139	8	immigration	immigration	NOUN
cana-2945	139	9	services	service	NOUN
cana-2945	139	10	(	(	PUNCT
cana-2945	139	11	uscis	uscis	NOUN
cana-2945	139	12	)	)	PUNCT
cana-2945	139	13	uscis	uscis	NOUN
cana-2945	139	14	was	be	AUX
cana-2945	139	15	officially	officially	ADV
cana-2945	139	16	established	establish	VERB
cana-2945	139	17	in	in	ADP
cana-2945	139	18	2002	2002	NUM
cana-2945	139	19	with	with	ADP
cana-2945	139	20	the	the	DET
cana-2945	139	21	formation	formation	NOUN
cana-2945	139	22	of	of	ADP
cana-2945	139	23	the	the	DET
cana-2945	139	24	department	department	NOUN
cana-2945	139	25	of	of	ADP
cana-2945	139	26	homeland	homeland	NOUN
cana-2945	139	27	security	security	NOUN
cana-2945	139	28	,	,	PUNCT
cana-2945	139	29	however	however	ADV
cana-2945	139	30	its	its	PRON
cana-2945	139	31	immigrant	immigrant	ADJ
cana-2945	139	32	initiatives	initiative	NOUN
cana-2945	139	33	and	and	CCONJ
cana-2945	139	34	policy	policy	NOUN
cana-2945	139	35	origins	origin	NOUN
cana-2945	139	36	go	go	VERB
cana-2945	139	37	back	back	ADV
cana-2945	139	38	to	to	ADP
cana-2945	139	39	the	the	DET
cana-2945	139	40	end	end	NOUN
cana-2945	139	41	of	of	ADP
cana-2945	139	42	the	the	DET
cana-2945	139	43	nineteenth	nineteenth	ADJ
cana-2945	139	44	century	century	NOUN
cana-2945	139	45	.	.	PUNCT
cana-2945	140	1	government	government	NOUN
cana-2945	140	2	laws	law	NOUN
cana-2945	140	3	from	from	ADP
cana-2945	140	4	the	the	DET
cana-2945	140	5	post	post	ADJ
cana-2945	140	6	-	-	ADJ
cana-2945	140	7	war	war	ADJ
cana-2945	140	8	era	era	NOUN
cana-2945	140	9	to	to	ADP
cana-2945	140	10	the	the	DET
cana-2945	140	11	1990s	1990	NOUN
cana-2945	140	12	enacted	enact	VERB
cana-2945	140	13	several	several	ADJ
cana-2945	140	14	modifications	modification	NOUN
cana-2945	140	15	to	to	ADP
cana-2945	140	16	the	the	DET
cana-2945	140	17	immigration	immigration	NOUN
cana-2945	140	18	laws	law	NOUN
cana-2945	140	19	.	.	PUNCT
cana-2945	141	1	the	the	DET
cana-2945	141	2	mccarren	mccarren	PROPN
cana-2945	141	3	-	-	PUNCT
cana-2945	141	4	walter	walter	PROPN
cana-2945	141	5	act	act	PROPN
cana-2945	141	6	of	of	ADP
cana-2945	141	7	1952	1952	NUM
cana-2945	141	8	maintained	maintain	VERB
cana-2945	141	9	the	the	DET
cana-2945	141	10	prevailing	prevail	VERB
cana-2945	141	11	immigration	immigration	NOUN
cana-2945	141	12	"	"	PUNCT
cana-2945	141	13	exclusion	exclusion	NOUN
cana-2945	141	14	regimes	regime	NOUN
cana-2945	141	15	"	"	PUNCT
cana-2945	141	16	from	from	ADP
cana-2945	141	17	the	the	DET
cana-2945	141	18	1920s	1920	NOUN
cana-2945	141	19	,	,	PUNCT
cana-2945	141	20	although	although	SCONJ
cana-2945	141	21	modifications	modification	NOUN
cana-2945	141	22	in	in	ADP
cana-2945	141	23	1965	1965	NUM
cana-2945	141	24	abolished	abolish	VERB
cana-2945	141	25	the	the	DET
cana-2945	141	26	nationality	nationality	NOUN
cana-2945	141	27	-	-	PUNCT
cana-2945	141	28	based	base	VERB
cana-2945	141	29	quotas	quota	NOUN
cana-2945	141	30	scheme	scheme	NOUN
cana-2945	141	31	.	.	PUNCT
cana-2945	142	1	the	the	DET
cana-2945	142	2	guidelines	guideline	NOUN
cana-2945	142	3	of	of	ADP
cana-2945	142	4	uscis	uscis	NOUN
cana-2945	142	5	regarding	regard	VERB
cana-2945	142	6	job	job	NOUN
cana-2945	142	7	advantages	advantage	NOUN
cana-2945	142	8	illustrate	illustrate	VERB
cana-2945	142	9	the	the	DET
cana-2945	142	10	inclination	inclination	NOUN
cana-2945	142	11	of	of	ADP
cana-2945	142	12	early	early	ADJ
cana-2945	142	13	immigration	immigration	NOUN
cana-2945	142	14	laws	law	NOUN
cana-2945	142	15	in	in	ADP
cana-2945	142	16	the	the	DET
cana-2945	142	17	fledgling	fledgling	NOUN
cana-2945	142	18	country	country	NOUN
cana-2945	142	19	to	to	PART
cana-2945	142	20	safeguard	safeguard	VERB
cana-2945	142	21	job	job	NOUN
cana-2945	142	22	prospects	prospect	NOUN
cana-2945	142	23	of	of	ADP
cana-2945	142	24	existing	exist	VERB
cana-2945	142	25	citizens	citizen	NOUN
cana-2945	142	26	via	via	ADP
cana-2945	142	27	the	the	DET
cana-2945	142	28	implementation	implementation	NOUN
cana-2945	142	29	of	of	ADP
cana-2945	142	30	access	access	NOUN
cana-2945	142	31	restrictions	restriction	NOUN
cana-2945	142	32	and	and	CCONJ
cana-2945	142	33	qualified	qualified	ADJ
cana-2945	142	34	requirements	requirement	NOUN
cana-2945	142	35	.	.	PUNCT
cana-2945	143	1	relieved	relieve	VERB
cana-2945	143	2	of	of	ADP
cana-2945	143	3	main	main	ADJ
cana-2945	143	4	legal	legal	ADJ
cana-2945	143	5	responsibilities	responsibility	NOUN
cana-2945	143	6	,	,	PUNCT
cana-2945	143	7	the	the	DET
cana-2945	143	8	uscis	uscis	NOUN
cana-2945	143	9	is	be	AUX
cana-2945	143	10	tasked	task	VERB
cana-2945	143	11	with	with	ADP
cana-2945	143	12	the	the	DET
cana-2945	143	13	supplementary	supplementary	ADJ
cana-2945	143	14	function	function	NOUN
cana-2945	143	15	of	of	ADP
cana-2945	143	16	promoting	promote	VERB
cana-2945	143	17	immigration	immigration	NOUN
cana-2945	143	18	-	-	PUNCT
cana-2945	143	19	related	relate	VERB
cana-2945	143	20	culturally	culturally	ADV
cana-2945	143	21	and	and	CCONJ
cana-2945	143	22	social	social	ADJ
cana-2945	143	23	integration	integration	NOUN
cana-2945	143	24	objectives	objective	NOUN
cana-2945	143	25	[	[	X
cana-2945	143	26	21	21	NUM
cana-2945	143	27	]	]	PUNCT
cana-2945	143	28	.	.	PUNCT
cana-2945	144	1	3	3	X
cana-2945	144	2	.	.	X
cana-2945	144	3	conclusion	conclusion	NOUN
cana-2945	144	4	it	it	PRON
cana-2945	144	5	is	be	AUX
cana-2945	144	6	observed	observe	VERB
cana-2945	144	7	with	with	ADP
cana-2945	144	8	his	his	PRON
cana-2945	144	9	work	work	NOUN
cana-2945	144	10	that	that	SCONJ
cana-2945	144	11	the	the	DET
cana-2945	144	12	combination	combination	NOUN
cana-2945	144	13	of	of	ADP
cana-2945	144	14	machine	machine	NOUN
cana-2945	144	15	learning	learn	VERB
cana-2945	144	16	techniques	technique	NOUN
cana-2945	144	17	with	with	ADP
cana-2945	144	18	the	the	DET
cana-2945	144	19	legal	legal	ADJ
cana-2945	144	20	sector	sector	NOUN
cana-2945	144	21	gives	give	VERB
cana-2945	144	22	a	a	DET
cana-2945	144	23	transformative	transformative	ADJ
cana-2945	144	24	approach	approach	NOUN
cana-2945	144	25	to	to	ADP
cana-2945	144	26	a	a	DET
cana-2945	144	27	lot	lot	NOUN
cana-2945	144	28	of	of	ADP
cana-2945	144	29	services	service	NOUN
cana-2945	144	30	and	and	CCONJ
cana-2945	144	31	demonstrates	demonstrate	VERB
cana-2945	144	32	a	a	DET
cana-2945	144	33	remarkable	remarkable	ADJ
cana-2945	144	34	advantage	advantage	NOUN
cana-2945	144	35	across	across	ADP
cana-2945	144	36	various	various	ADJ
cana-2945	144	37	domains	domain	NOUN
cana-2945	144	38	including	include	VERB
cana-2945	144	39	contract	contract	NOUN
cana-2945	144	40	analysis	analysis	NOUN
cana-2945	144	41	risk	risk	NOUN
cana-2945	144	42	assessment	assessment	NOUN
cana-2945	144	43	ipr	ipr	NOUN
cana-2945	144	44	and	and	CCONJ
cana-2945	144	45	others	other	NOUN
cana-2945	144	46	.	.	PUNCT
cana-2945	145	1	while	while	SCONJ
cana-2945	145	2	technologies	technology	NOUN
cana-2945	145	3	like	like	ADP
cana-2945	145	4	lex	lex	PROPN
cana-2945	145	5	machine	machine	NOUN
cana-2945	145	6	,	,	PUNCT
cana-2945	145	7	ibm	ibm	PROPN
cana-2945	145	8	watson	watson	PROPN
cana-2945	145	9	and	and	CCONJ
cana-2945	145	10	ross	ross	PROPN
cana-2945	145	11	intelligence	intelligence	NOUN
cana-2945	145	12	show	show	VERB
cana-2945	145	13	the	the	DET
cana-2945	145	14	powerful	powerful	ADJ
cana-2945	145	15	capabilities	capability	NOUN
cana-2945	145	16	of	of	ADP
cana-2945	145	17	ml	ml	ADP
cana-2945	145	18	,	,	PUNCT
cana-2945	145	19	they	they	PRON
cana-2945	145	20	also	also	ADV
cana-2945	145	21	have	have	VERB
cana-2945	145	22	critical	critical	ADJ
cana-2945	145	23	need	need	NOUN
cana-2945	145	24	for	for	ADP
cana-2945	145	25	careful	careful	ADJ
cana-2945	145	26	implementation	implementation	NOUN
cana-2945	145	27	which	which	PRON
cana-2945	145	28	will	will	AUX
cana-2945	145	29	balance	balance	VERB
cana-2945	145	30	these	these	DET
cana-2945	145	31	technology	technology	NOUN
cana-2945	145	32	and	and	CCONJ
cana-2945	145	33	innovations	innovation	NOUN
cana-2945	145	34	with	with	ADP
cana-2945	145	35	ethical	ethical	ADJ
cana-2945	145	36	consideration	consideration	NOUN
cana-2945	145	37	.	.	PUNCT
cana-2945	146	1	industry	industry	NOUN
cana-2945	146	2	4.0	4.0	NUM
cana-2945	146	3	technology	technology	NOUN
cana-2945	146	4	have	have	AUX
cana-2945	146	5	advanced	advance	VERB
cana-2945	146	6	the	the	DET
cana-2945	146	7	legal	legal	ADJ
cana-2945	146	8	profession	profession	NOUN
cana-2945	146	9	and	and	CCONJ
cana-2945	146	10	is	be	AUX
cana-2945	146	11	also	also	ADV
cana-2945	146	12	increasingly	increasingly	ADV
cana-2945	146	13	demanding	demand	VERB
cana-2945	146	14	the	the	DET
cana-2945	146	15	intersection	intersection	NOUN
cana-2945	146	16	of	of	ADP
cana-2945	146	17	different	different	ADJ
cana-2945	146	18	type	type	NOUN
cana-2945	146	19	of	of	ADP
cana-2945	146	20	intelligent	intelligent	ADJ
cana-2945	146	21	techniques	technique	NOUN
cana-2945	146	22	and	and	CCONJ
cana-2945	146	23	traditional	traditional	ADJ
cana-2945	146	24	legal	legal	ADJ
cana-2945	146	25	reasoning	reasoning	NOUN
cana-2945	146	26	which	which	PRON
cana-2945	146	27	will	will	AUX
cana-2945	146	28	promise	promise	VERB
cana-2945	146	29	to	to	PART
cana-2945	146	30	have	have	VERB
cana-2945	146	31	more	more	ADV
cana-2945	146	32	efficient	efficient	ADJ
cana-2945	146	33	and	and	CCONJ
cana-2945	146	34	precise	precise	ADJ
cana-2945	146	35	legal	legal	ADJ
cana-2945	146	36	management	management	NOUN
cana-2945	146	37	.	.	PUNCT
cana-2945	147	1	the	the	DET
cana-2945	147	2	future	future	NOUN
cana-2945	147	3	of	of	ADP
cana-2945	147	4	the	the	DET
cana-2945	147	5	services	service	NOUN
cana-2945	147	6	will	will	AUX
cana-2945	147	7	be	be	AUX
cana-2945	147	8	characterized	characterize	VERB
cana-2945	147	9	by	by	ADP
cana-2945	147	10	this	this	DET
cana-2945	147	11	type	type	NOUN
cana-2945	147	12	of	of	ADP
cana-2945	147	13	intelligent	intelligent	ADJ
cana-2945	147	14	system	system	NOUN
cana-2945	147	15	which	which	PRON
cana-2945	147	16	will	will	AUX
cana-2945	147	17	combine	combine	VERB
cana-2945	147	18	and	and	CCONJ
cana-2945	147	19	augment	augment	VERB
cana-2945	147	20	rather	rather	ADV
cana-2945	147	21	than	than	ADP
cana-2945	147	22	replacing	replace	VERB
cana-2945	147	23	the	the	DET
cana-2945	147	24	human	human	ADJ
cana-2945	147	25	legal	legal	ADJ
cana-2945	147	26	professionals	professional	NOUN
cana-2945	147	27	.	.	PUNCT
cana-2945	148	1	references	reference	NOUN
cana-2945	148	2	[	[	X
cana-2945	148	3	1	1	NUM
cana-2945	148	4	]	]	X
cana-2945	148	5	park	park	NOUN
cana-2945	148	6	,	,	PUNCT
cana-2945	148	7	s.-h	s.-h	NOUN
cana-2945	148	8	.	.	PUNCT
cana-2945	148	9	;	;	PUNCT
cana-2945	148	10	lee	lee	PROPN
cana-2945	148	11	,	,	PUNCT
cana-2945	148	12	d.-g	d.-g	PROPN
cana-2945	148	13	.	.	PUNCT
cana-2945	148	14	;	;	PUNCT
cana-2945	149	1	park	park	NOUN
cana-2945	149	2	,	,	PUNCT
cana-2945	149	3	j.-s	j.-s	PROPN
cana-2945	149	4	.	.	PUNCT
cana-2945	149	5	;	;	PUNCT
cana-2945	149	6	kim	kim	PROPN
cana-2945	149	7	,	,	PUNCT
cana-2945	149	8	j.-w	j.-w	PROPN
cana-2945	149	9	.	.	PUNCT
cana-2945	150	1	a	a	DET
cana-2945	150	2	survey	survey	NOUN
cana-2945	150	3	of	of	ADP
cana-2945	150	4	research	research	NOUN
cana-2945	150	5	on	on	ADP
cana-2945	150	6	data	datum	NOUN
cana-2945	150	7	analytics	analytic	NOUN
cana-2945	150	8	-	-	PUNCT
cana-2945	150	9	based	base	VERB
cana-2945	150	10	legal	legal	ADJ
cana-2945	150	11	tech	tech	NOUN
cana-2945	150	12	.	.	PUNCT
cana-2945	151	1	sustainability	sustainability	NOUN
cana-2945	151	2	2021	2021	NUM
cana-2945	151	3	,	,	PUNCT
cana-2945	151	4	13	13	NUM
cana-2945	151	5	,	,	PUNCT
cana-2945	151	6	8085	8085	NUM
cana-2945	151	7	.	.	PUNCT
cana-2945	152	1	https://doi.org/10.3390/su13148085	https://doi.org/10.3390/su13148085	PRON
cana-2945	153	1	[	[	X
cana-2945	153	2	2	2	NUM
cana-2945	153	3	]	]	X
cana-2945	153	4	quteishat	quteishat	X
cana-2945	153	5	,	,	PUNCT
cana-2945	153	6	enas	enas	PROPN
cana-2945	153	7	mohamed	mohamed	PROPN
cana-2945	153	8	ali	ali	PROPN
cana-2945	153	9	,	,	PUNCT
cana-2945	153	10	ahmed	ahmed	PROPN
cana-2945	153	11	qtaishat	qtaishat	PROPN
cana-2945	153	12	,	,	PUNCT
cana-2945	153	13	and	and	CCONJ
cana-2945	153	14	anas	anas	PROPN
cana-2945	153	15	mohammad	mohammad	PROPN
cana-2945	153	16	ali	ali	PROPN
cana-2945	153	17	quteishat	quteishat	PROPN
cana-2945	153	18	.	.	PUNCT
cana-2945	154	1	"	"	PUNCT
cana-2945	154	2	building	build	VERB
cana-2945	154	3	a	a	DET
cana-2945	154	4	predictive	predictive	ADJ
cana-2945	154	5	model	model	NOUN
cana-2945	154	6	for	for	ADP
cana-2945	154	7	legal	legal	ADJ
cana-2945	154	8	studies	study	NOUN
cana-2945	154	9	through	through	ADP
cana-2945	154	10	ensemble	ensemble	ADJ
cana-2945	154	11	learning	learning	NOUN
cana-2945	154	12	techniques	technique	NOUN
cana-2945	154	13	.	.	PUNCT
cana-2945	154	14	"	"	PUNCT
cana-2945	155	1	international	international	ADJ
cana-2945	155	2	journal	journal	NOUN
cana-2945	155	3	of	of	ADP
cana-2945	155	4	religion	religion	NOUN
cana-2945	155	5	5.2	5.2	NUM
cana-2945	155	6	(	(	PUNCT
cana-2945	155	7	2024	2024	NUM
cana-2945	155	8	):	):	PUNCT
cana-2945	155	9	90	90	NUM
cana-2945	155	10	-	-	SYM
cana-2945	155	11	101	101	NUM
cana-2945	155	12	.	.	PUNCT
cana-2945	156	1	[	[	X
cana-2945	156	2	3	3	NUM
cana-2945	156	3	]	]	X
cana-2945	156	4	ansari	ansari	X
cana-2945	156	5	,	,	PUNCT
cana-2945	156	6	toshiba	toshiba	PROPN
cana-2945	156	7	,	,	PUNCT
cana-2945	156	8	harjit	harjit	PROPN
cana-2945	156	9	singh	singh	PROPN
cana-2945	156	10	dhillon	dhillon	PROPN
cana-2945	156	11	,	,	PUNCT
cana-2945	156	12	and	and	CCONJ
cana-2945	156	13	monika	monika	PROPN
cana-2945	156	14	singh	singh	PROPN
cana-2945	156	15	.	.	PUNCT
cana-2945	157	1	"	"	PUNCT
cana-2945	157	2	machine	machine	NOUN
cana-2945	157	3	learning	learn	VERB
cana-2945	157	4	model	model	NOUN
cana-2945	157	5	to	to	PART
cana-2945	157	6	predict	predict	VERB
cana-2945	157	7	results	result	NOUN
cana-2945	157	8	of	of	ADP
cana-2945	157	9	law	law	NOUN
cana-2945	157	10	cases	case	NOUN
cana-2945	157	11	.	.	PUNCT
cana-2945	157	12	"	"	PUNCT
cana-2945	158	1	2024	2024	NUM
cana-2945	158	2	fourth	fourth	ADJ
cana-2945	158	3	international	international	ADJ
cana-2945	158	4	conference	conference	NOUN
cana-2945	158	5	on	on	ADP
cana-2945	158	6	advances	advance	NOUN
cana-2945	158	7	in	in	ADP
cana-2945	158	8	electrical	electrical	ADJ
cana-2945	158	9	,	,	PUNCT
cana-2945	158	10	computing	computing	NOUN
cana-2945	158	11	,	,	PUNCT
cana-2945	158	12	communication	communication	NOUN
cana-2945	158	13	and	and	CCONJ
cana-2945	158	14	sustainable	sustainable	ADJ
cana-2945	158	15	technologies	technology	NOUN
cana-2945	158	16	(	(	PUNCT
cana-2945	158	17	icaect	icaect	NOUN
cana-2945	158	18	)	)	PUNCT
cana-2945	158	19	.	.	PUNCT
cana-2945	159	1	ieee	ieee	NOUN
cana-2945	159	2	,	,	PUNCT
cana-2945	159	3	2024	2024	NUM
cana-2945	159	4	.	.	PUNCT
cana-2945	160	1	[	[	X
cana-2945	160	2	4	4	NUM
cana-2945	160	3	]	]	X
cana-2945	160	4	khosa	khosa	PROPN
cana-2945	160	5	,	,	PUNCT
cana-2945	160	6	joe	joe	PROPN
cana-2945	160	7	,	,	PUNCT
cana-2945	160	8	et	et	PROPN
cana-2945	160	9	al	al	PROPN
cana-2945	160	10	.	.	PUNCT
cana-2945	161	1	"	"	PUNCT
cana-2945	161	2	how	how	SCONJ
cana-2945	161	3	effective	effective	ADJ
cana-2945	161	4	are	be	AUX
cana-2945	161	5	different	different	ADJ
cana-2945	161	6	machine	machine	NOUN
cana-2945	161	7	learning	learn	VERB
cana-2945	161	8	algorithms	algorithm	NOUN
cana-2945	161	9	in	in	ADP
cana-2945	161	10	predicting	predict	VERB
cana-2945	161	11	legal	legal	ADJ
cana-2945	161	12	outcomes	outcome	NOUN
cana-2945	161	13	in	in	ADP
cana-2945	161	14	south	south	PROPN
cana-2945	161	15	africa	africa	PROPN
cana-2945	161	16	?	?	PUNCT
cana-2945	161	17	.	.	PUNCT
cana-2945	161	18	"	"	PUNCT
cana-2945	162	1	journal	journal	NOUN
cana-2945	162	2	of	of	ADP
cana-2945	162	3	applied	apply	VERB
cana-2945	162	4	data	data	NOUN
cana-2945	162	5	sciences	science	NOUN
cana-2945	162	6	5.4	5.4	NUM
cana-2945	162	7	(	(	PUNCT
cana-2945	162	8	2024	2024	NUM
cana-2945	162	9	):	):	PUNCT
cana-2945	162	10	1890	1890	NUM
cana-2945	162	11	-	-	SYM
cana-2945	162	12	1900	1900	NUM
cana-2945	162	13	.	.	PUNCT
cana-2945	163	1	communications	communication	NOUN
cana-2945	163	2	on	on	ADP
cana-2945	163	3	applied	apply	VERB
cana-2945	163	4	nonlinear	nonlinear	ADJ
cana-2945	163	5	analysis	analysis	NOUN
cana-2945	163	6	issn	issn	NOUN
cana-2945	163	7	:	:	PUNCT
cana-2945	163	8	1074	1074	NUM
cana-2945	163	9	-	-	PUNCT
cana-2945	163	10	133x	133x	NUM
cana-2945	163	11	vol	vol	NOUN
cana-2945	163	12	32	32	NUM
cana-2945	163	13	no	no	NOUN
cana-2945	163	14	.	.	PUNCT
cana-2945	164	1	5s	5s	NUM
cana-2945	164	2	(	(	PUNCT
cana-2945	164	3	2025	2025	NUM
cana-2945	164	4	)	)	PUNCT
cana-2945	164	5	50	50	NUM
cana-2945	164	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2945	165	1	[	[	X
cana-2945	165	2	5	5	NUM
cana-2945	165	3	]	]	X
cana-2945	165	4	lehr	lehr	NOUN
cana-2945	165	5	,	,	PUNCT
cana-2945	165	6	david	david	PROPN
cana-2945	165	7	,	,	PUNCT
cana-2945	165	8	and	and	CCONJ
cana-2945	165	9	paul	paul	PROPN
cana-2945	165	10	ohm	ohm	PROPN
cana-2945	165	11	.	.	PUNCT
cana-2945	166	1	"	"	PUNCT
cana-2945	166	2	playing	play	VERB
cana-2945	166	3	with	with	ADP
cana-2945	166	4	the	the	DET
cana-2945	166	5	data	datum	NOUN
cana-2945	166	6	:	:	PUNCT
cana-2945	166	7	what	what	PRON
cana-2945	166	8	legal	legal	ADJ
cana-2945	166	9	scholars	scholar	NOUN
cana-2945	166	10	should	should	AUX
cana-2945	166	11	learn	learn	VERB
cana-2945	166	12	about	about	ADP
cana-2945	166	13	machine	machine	NOUN
cana-2945	166	14	learning	learning	NOUN
cana-2945	166	15	.	.	PUNCT
cana-2945	166	16	"	"	PUNCT
cana-2945	167	1	ucdl	ucdl	PROPN
cana-2945	167	2	rev	rev	PROPN
cana-2945	167	3	.	.	PROPN
cana-2945	167	4	51	51	NUM
cana-2945	167	5	(	(	PUNCT
cana-2945	167	6	2017	2017	NUM
cana-2945	167	7	):	):	PUNCT
cana-2945	167	8	653	653	NUM
cana-2945	167	9	.	.	PUNCT
cana-2945	168	1	[	[	X
cana-2945	168	2	6	6	NUM
cana-2945	168	3	]	]	X
cana-2945	168	4	restrepo	restrepo	NOUN
cana-2945	168	5	-	-	PUNCT
cana-2945	168	6	amariles	amarile	NOUN
cana-2945	168	7	,	,	PUNCT
cana-2945	168	8	david	david	PROPN
cana-2945	168	9	,	,	PUNCT
cana-2945	168	10	et	et	PROPN
cana-2945	168	11	al	al	PROPN
cana-2945	168	12	.	.	PUNCT
cana-2945	169	1	"	"	PUNCT
cana-2945	169	2	computational	computational	ADJ
cana-2945	169	3	indicators	indicator	NOUN
cana-2945	169	4	in	in	ADP
cana-2945	169	5	the	the	DET
cana-2945	169	6	legal	legal	ADJ
cana-2945	169	7	profession	profession	NOUN
cana-2945	169	8	:	:	PUNCT
cana-2945	169	9	can	can	AUX
cana-2945	169	10	artificial	artificial	ADJ
cana-2945	169	11	intelligence	intelligence	NOUN
cana-2945	169	12	measure	measure	NOUN
cana-2945	169	13	lawyers	lawyer	NOUN
cana-2945	169	14	'	'	PART
cana-2945	169	15	performance	performance	NOUN
cana-2945	169	16	?	?	PUNCT
cana-2945	169	17	.	.	PUNCT
cana-2945	169	18	"	"	PUNCT
cana-2945	170	1	journal	journal	NOUN
cana-2945	170	2	of	of	ADP
cana-2945	170	3	law	law	NOUN
cana-2945	170	4	,	,	PUNCT
cana-2945	170	5	technology	technology	NOUN
cana-2945	170	6	and	and	CCONJ
cana-2945	170	7	policy	policy	NOUN
cana-2945	170	8	2021.2	2021.2	NUM
cana-2945	170	9	(	(	PUNCT
cana-2945	170	10	2021	2021	NUM
cana-2945	170	11	)	)	PUNCT
cana-2945	170	12	.	.	PUNCT
cana-2945	171	1	[	[	X
cana-2945	171	2	7	7	NUM
cana-2945	171	3	]	]	X
cana-2945	171	4	rani	rani	NOUN
cana-2945	171	5	,	,	PUNCT
cana-2945	171	6	a.	a.	PROPN
cana-2945	171	7	jaya	jaya	PROPN
cana-2945	171	8	mabel	mabel	PROPN
cana-2945	171	9	,	,	PUNCT
cana-2945	171	10	et	et	PROPN
cana-2945	171	11	al	al	PROPN
cana-2945	171	12	.	.	PUNCT
cana-2945	172	1	"	"	PUNCT
cana-2945	172	2	a	a	DET
cana-2945	172	3	legal	legal	ADJ
cana-2945	172	4	prediction	prediction	NOUN
cana-2945	172	5	model	model	NOUN
cana-2945	172	6	using	use	VERB
cana-2945	172	7	support	support	NOUN
cana-2945	172	8	vector	vector	NOUN
cana-2945	172	9	machine	machine	NOUN
cana-2945	172	10	and	and	CCONJ
cana-2945	172	11	k	k	NOUN
cana-2945	172	12	-	-	PUNCT
cana-2945	172	13	means	mean	VERB
cana-2945	172	14	clustering	cluster	VERB
cana-2945	172	15	algorithm	algorithm	NOUN
cana-2945	172	16	for	for	ADP
cana-2945	172	17	predicting	predict	VERB
cana-2945	172	18	judgements	judgement	NOUN
cana-2945	172	19	and	and	CCONJ
cana-2945	172	20	making	make	VERB
cana-2945	172	21	decisions	decision	NOUN
cana-2945	172	22	.	.	PUNCT
cana-2945	172	23	"	"	PUNCT
cana-2945	173	1	2023	2023	NUM
cana-2945	173	2	international	international	ADJ
cana-2945	173	3	conference	conference	NOUN
cana-2945	173	4	on	on	ADP
cana-2945	173	5	research	research	NOUN
cana-2945	173	6	methodologies	methodology	NOUN
cana-2945	173	7	in	in	ADP
cana-2945	173	8	knowledge	knowledge	NOUN
cana-2945	173	9	management	management	NOUN
cana-2945	173	10	,	,	PUNCT
cana-2945	173	11	artificial	artificial	ADJ
cana-2945	173	12	intelligence	intelligence	NOUN
cana-2945	173	13	and	and	CCONJ
cana-2945	173	14	telecommunication	telecommunication	NOUN
cana-2945	173	15	engineering	engineering	NOUN
cana-2945	173	16	(	(	PUNCT
cana-2945	173	17	rmkmate	rmkmate	NOUN
cana-2945	173	18	)	)	PUNCT
cana-2945	173	19	.	.	PUNCT
cana-2945	174	1	ieee	ieee	NOUN
cana-2945	174	2	,	,	PUNCT
cana-2945	174	3	2023	2023	NUM
cana-2945	174	4	.	.	PUNCT
cana-2945	175	1	[	[	X
cana-2945	175	2	8	8	NUM
cana-2945	175	3	]	]	PUNCT
cana-2945	175	4	amariles	amarile	NOUN
cana-2945	175	5	,	,	PUNCT
cana-2945	175	6	david	david	PROPN
cana-2945	175	7	restrepo	restrepo	PROPN
cana-2945	175	8	,	,	PUNCT
cana-2945	175	9	et	et	PROPN
cana-2945	175	10	al	al	PROPN
cana-2945	175	11	.	.	PUNCT
cana-2945	176	1	"	"	PUNCT
cana-2945	176	2	computational	computational	ADJ
cana-2945	176	3	indicators	indicator	NOUN
cana-2945	176	4	in	in	ADP
cana-2945	176	5	the	the	DET
cana-2945	176	6	legal	legal	ADJ
cana-2945	176	7	profession	profession	NOUN
cana-2945	176	8	:	:	PUNCT
cana-2945	176	9	can	can	AUX
cana-2945	176	10	artificial	artificial	ADJ
cana-2945	176	11	intelligence	intelligence	NOUN
cana-2945	176	12	measure	measure	NOUN
cana-2945	176	13	lawyers	lawyer	NOUN
cana-2945	176	14	'	'	PART
cana-2945	176	15	performance	performance	NOUN
cana-2945	176	16	?	?	PUNCT
cana-2945	176	17	.	.	PUNCT
cana-2945	176	18	"	"	PUNCT
cana-2945	177	1	u.	u.	PROPN
cana-2945	177	2	ill	ill	PROPN
cana-2945	177	3	.	.	PUNCT
cana-2945	178	1	jl	jl	PROPN
cana-2945	178	2	tech	tech	PROPN
cana-2945	178	3	.	.	PUNCT
cana-2945	178	4	&	&	CCONJ
cana-2945	178	5	pol'y	pol'y	NOUN
cana-2945	178	6	(	(	PUNCT
cana-2945	178	7	2021	2021	NUM
cana-2945	178	8	):	):	PUNCT
cana-2945	178	9	313	313	NUM
cana-2945	178	10	.	.	PUNCT
cana-2945	179	1	[	[	X
cana-2945	179	2	9	9	NUM
cana-2945	179	3	]	]	PUNCT
cana-2945	179	4	sharma	sharma	NOUN
cana-2945	179	5	,	,	PUNCT
cana-2945	179	6	sugam	sugam	ADV
cana-2945	179	7	,	,	PUNCT
cana-2945	179	8	et	et	PROPN
cana-2945	179	9	al	al	PROPN
cana-2945	179	10	.	.	PUNCT
cana-2945	179	11	"	"	PUNCT
cana-2945	179	12	emerging	emerge	VERB
cana-2945	179	13	legal	legal	ADJ
cana-2945	179	14	informatics	informatic	NOUN
cana-2945	179	15	towards	towards	ADP
cana-2945	179	16	legal	legal	ADJ
cana-2945	179	17	innovation	innovation	NOUN
cana-2945	179	18	:	:	PUNCT
cana-2945	179	19	current	current	ADJ
cana-2945	179	20	status	status	NOUN
cana-2945	179	21	and	and	CCONJ
cana-2945	179	22	future	future	ADJ
cana-2945	179	23	challenges	challenge	NOUN
cana-2945	179	24	and	and	CCONJ
cana-2945	179	25	opportunities	opportunity	NOUN
cana-2945	179	26	.	.	PUNCT
cana-2945	179	27	"	"	PUNCT
cana-2945	180	1	legal	legal	ADJ
cana-2945	180	2	information	information	NOUN
cana-2945	180	3	management	management	NOUN
cana-2945	180	4	21.3	21.3	NUM
cana-2945	180	5	-	-	SYM
cana-2945	180	6	4	4	NUM
cana-2945	180	7	(	(	PUNCT
cana-2945	180	8	2021	2021	NUM
cana-2945	180	9	):	):	PUNCT
cana-2945	180	10	218	218	NUM
cana-2945	180	11	-	-	SYM
cana-2945	180	12	235	235	NUM
cana-2945	180	13	.	.	PUNCT
cana-2945	181	1	[	[	X
cana-2945	181	2	10	10	NUM
cana-2945	181	3	]	]	SYM
cana-2945	181	4	awasthy	awasthy	ADJ
cana-2945	181	5	,	,	PUNCT
cana-2945	181	6	suvigya	suvigya	ADJ
cana-2945	181	7	,	,	PUNCT
cana-2945	181	8	pintu	pintu	NOUN
cana-2945	181	9	babu	babu	PROPN
cana-2945	181	10	,	,	PUNCT
cana-2945	181	11	and	and	CCONJ
cana-2945	181	12	shubhangi	shubhangi	VERB
cana-2945	181	13	singh	singh	PROPN
cana-2945	181	14	.	.	PUNCT
cana-2945	182	1	"	"	PUNCT
cana-2945	182	2	application	application	NOUN
cana-2945	182	3	of	of	ADP
cana-2945	182	4	artificial	artificial	ADJ
cana-2945	182	5	intelligence	intelligence	NOUN
cana-2945	182	6	and	and	CCONJ
cana-2945	182	7	machine	machine	NOUN
cana-2945	182	8	learning	learning	NOUN
cana-2945	182	9	in	in	ADP
cana-2945	182	10	the	the	DET
cana-2945	182	11	indian	indian	ADJ
cana-2945	182	12	legal	legal	ADJ
cana-2945	182	13	system	system	NOUN
cana-2945	182	14	:	:	PUNCT
cana-2945	182	15	use	use	VERB
cana-2945	182	16	cases	case	NOUN
cana-2945	182	17	for	for	ADP
cana-2945	182	18	judiciary	judiciary	NOUN
cana-2945	182	19	,	,	PUNCT
cana-2945	182	20	law	law	NOUN
cana-2945	182	21	firms	firm	NOUN
cana-2945	182	22	,	,	PUNCT
cana-2945	182	23	and	and	CCONJ
cana-2945	182	24	lawyers	lawyer	NOUN
cana-2945	182	25	.	.	PUNCT
cana-2945	182	26	"	"	PUNCT
cana-2945	183	1	part	part	NOUN
cana-2945	183	2	2	2	NUM
cana-2945	183	3	indian	indian	PROPN
cana-2945	183	4	j.	j.	PROPN
cana-2945	183	5	integrated	integrate	VERB
cana-2945	183	6	rsch	rsch	NOUN
cana-2945	183	7	.	.	PUNCT
cana-2945	184	1	l.	l.	PROPN
cana-2945	184	2	2	2	NUM
cana-2945	184	3	(	(	PUNCT
cana-2945	184	4	2022	2022	NUM
cana-2945	184	5	):	):	PUNCT
cana-2945	184	6	1	1	NUM
cana-2945	184	7	.	.	PUNCT
cana-2945	185	1	[	[	X
cana-2945	185	2	11	11	NUM
cana-2945	185	3	]	]	PUNCT
cana-2945	185	4	“	"	PUNCT
cana-2945	185	5	legal	legal	ADJ
cana-2945	185	6	analytics	analytic	NOUN
cana-2945	185	7	by	by	ADP
cana-2945	185	8	lex	lex	PROPN
cana-2945	185	9	machina	machina	PROPN
cana-2945	185	10	.	.	PUNCT
cana-2945	185	11	”	"	PUNCT
cana-2945	186	1	lexmachina.com	lexmachina.com	X
cana-2945	186	2	,	,	PUNCT
cana-2945	186	3	https://lexmachina.com/about	https://lexmachina.com/about	PROPN
cana-2945	186	4	.	.	PUNCT
cana-2945	186	5	accessed	access	VERB
cana-2945	186	6	14	14	NUM
cana-2945	186	7	july	july	PROPN
cana-2945	186	8	.	.	PUNCT
cana-2945	187	1	2024	2024	NUM
cana-2945	187	2	.	.	PUNCT
cana-2945	188	1	[	[	X
cana-2945	188	2	12	12	NUM
cana-2945	188	3	]	]	X
cana-2945	188	4	chirinos	chirino	NOUN
cana-2945	188	5	,	,	PUNCT
cana-2945	188	6	jorge	jorge	NOUN
cana-2945	188	7	.	.	PUNCT
cana-2945	189	1	“	"	PUNCT
cana-2945	189	2	case	case	NOUN
cana-2945	189	3	study	study	NOUN
cana-2945	189	4	:	:	PUNCT
cana-2945	189	5	jpmorgan	jpmorgan	PROPN
cana-2945	189	6	chase	chase	PROPN
cana-2945	189	7	’s	’s	PART
cana-2945	189	8	contract	contract	NOUN
cana-2945	189	9	intelligence	intelligence	NOUN
cana-2945	189	10	(	(	PUNCT
cana-2945	189	11	coin	coin	NOUN
cana-2945	189	12	)	)	PUNCT
cana-2945	189	13	platform	platform	NOUN
cana-2945	189	14	for	for	ADP
cana-2945	189	15	document	document	NOUN
cana-2945	189	16	analysis	analysis	NOUN
cana-2945	189	17	.	.	PUNCT
cana-2945	189	18	”	"	PUNCT
cana-2945	190	1	linkedin.com	linkedin.com	X
cana-2945	190	2	,	,	PUNCT
cana-2945	190	3	2	2	NUM
cana-2945	190	4	sept	sept	PROPN
cana-2945	190	5	.	.	PROPN
cana-2945	190	6	2024	2024	NUM
cana-2945	190	7	,	,	PUNCT
cana-2945	190	8	https://www.linkedin.com/pulse/case-study-jpmorgan-chases-contract-intelligencecoin-jorge-chirinos-qcyje/.	https://www.linkedin.com/pulse/case-study-jpmorgan-chases-contract-intelligencecoin-jorge-chirinos-qcyje/.	X
cana-2945	190	9	[	[	X
cana-2945	190	10	13	13	NUM
cana-2945	190	11	]	]	X
cana-2945	190	12	dale	dale	PROPN
cana-2945	190	13	,	,	PUNCT
cana-2945	190	14	robert	robert	PROPN
cana-2945	190	15	.	.	PUNCT
cana-2945	190	16	"	"	PUNCT
cana-2945	190	17	law	law	NOUN
cana-2945	190	18	and	and	CCONJ
cana-2945	190	19	word	word	NOUN
cana-2945	190	20	order	order	NOUN
cana-2945	190	21	:	:	PUNCT
cana-2945	190	22	nlp	nlp	NOUN
cana-2945	190	23	in	in	ADP
cana-2945	190	24	legal	legal	ADJ
cana-2945	190	25	tech	tech	NOUN
cana-2945	190	26	.	.	PUNCT
cana-2945	190	27	"	"	PUNCT
cana-2945	190	28	natural	natural	ADJ
cana-2945	190	29	language	language	NOUN
cana-2945	190	30	engineering	engineering	NOUN
cana-2945	190	31	25.1	25.1	NUM
cana-2945	190	32	(	(	PUNCT
cana-2945	190	33	2019	2019	NUM
cana-2945	190	34	):	):	PUNCT
cana-2945	190	35	211	211	NUM
cana-2945	190	36	-	-	SYM
cana-2945	190	37	217	217	NUM
cana-2945	190	38	.	.	PUNCT
cana-2945	191	1	[	[	X
cana-2945	191	2	14	14	NUM
cana-2945	191	3	]	]	PUNCT
cana-2945	191	4	“	"	PUNCT
cana-2945	191	5	deloitte	deloitte	NOUN
cana-2945	191	6	partners	partner	NOUN
cana-2945	191	7	with	with	ADP
cana-2945	191	8	kira	kira	PROPN
cana-2945	191	9	systems	system	NOUN
cana-2945	191	10	to	to	PART
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cana-2945	191	13	into	into	ADP
cana-2945	191	14	the	the	DET
cana-2945	191	15	workplace	workplace	NOUN
cana-2945	191	16	.	.	PUNCT
cana-2945	191	17	”	"	PUNCT
cana-2945	192	1	legal	legal	ADJ
cana-2945	192	2	it	it	PRON
cana-2945	192	3	insider	insider	NOUN
cana-2945	192	4	,	,	PUNCT
cana-2945	192	5	8	8	NUM
cana-2945	192	6	mar	mar	PROPN
cana-2945	192	7	.	.	PROPN
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cana-2945	192	10	https://legaltechnology.com/2016/03/08/deloitte-partners-with-kira-systems-to-bring-ai-into-the-workplace/.	https://legaltechnology.com/2016/03/08/deloitte-partners-with-kira-systems-to-bring-ai-into-the-workplace/.	ADV
cana-2945	193	1	[	[	X
cana-2945	193	2	15	15	NUM
cana-2945	193	3	]	]	X
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cana-2945	193	5	,	,	PUNCT
cana-2945	193	6	jialei	jialei	PROPN
cana-2945	193	7	,	,	PUNCT
cana-2945	193	8	henry	henry	PROPN
cana-2945	193	9	chesbrough	chesbrough	PROPN
cana-2945	193	10	,	,	PUNCT
cana-2945	193	11	and	and	CCONJ
cana-2945	193	12	pia	pia	PROPN
cana-2945	193	13	hurmelinna	hurmelinna	PROPN
cana-2945	193	14	-	-	PUNCT
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cana-2945	193	16	.	.	PUNCT
cana-2945	194	1	"	"	PUNCT
cana-2945	194	2	the	the	DET
cana-2945	194	3	rise	rise	NOUN
cana-2945	194	4	,	,	PUNCT
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cana-2945	194	14	"	"	PUNCT
cana-2945	195	1	(	(	PUNCT
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cana-2945	195	3	)	)	PUNCT
cana-2945	195	4	.	.	PUNCT
cana-2945	196	1	[	[	X
cana-2945	196	2	16	16	NUM
cana-2945	196	3	]	]	PUNCT
cana-2945	196	4	“	"	PUNCT
cana-2945	196	5	allstate	allstate	PROPN
cana-2945	196	6	:	:	PUNCT
cana-2945	196	7	an	an	DET
cana-2945	196	8	erm	erm	PROPN
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cana-2945	196	10	study	study	NOUN
cana-2945	196	11	.	.	PUNCT
cana-2945	196	12	”	"	PUNCT
cana-2945	197	1	soa.org	soa.org	PROPN
cana-2945	197	2	,	,	PUNCT
cana-2945	197	3	https://www.soa.org/library/newsletters/the-actuarymagazine/2006/december/pub-allstate-an-erm-case-study/.	https://www.soa.org/library/newsletters/the-actuarymagazine/2006/december/pub-allstate-an-erm-case-study/.	PROPN
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cana-2945	198	2	.	.	PUNCT
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cana-2945	199	3	]	]	X
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cana-2945	199	5	.	.	PUNCT
cana-2945	200	1	“	"	PUNCT
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cana-2945	200	3	ex	ex	X
cana-2945	200	4	machina	machina	NOUN
cana-2945	200	5	:	:	PUNCT
cana-2945	200	6	predictive	predictive	ADJ
cana-2945	200	7	algorithms	algorithm	NOUN
cana-2945	200	8	in	in	ADP
cana-2945	200	9	criminal	criminal	ADJ
cana-2945	200	10	sentencing	sentencing	NOUN
cana-2945	200	11	.	.	PUNCT
cana-2945	200	12	”	"	PUNCT
cana-2945	201	1	ucla	ucla	PROPN
cana-2945	201	2	law	law	PROPN
cana-2945	201	3	review	review	PROPN
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cana-2945	201	7	.	.	PROPN
cana-2945	201	8	2019	2019	NUM
cana-2945	201	9	,	,	PUNCT
cana-2945	201	10	https://www.uclalawreview.org/injustice-ex-machina-predictive-algorithms-in-criminal-sentencing/.	https://www.uclalawreview.org/injustice-ex-machina-predictive-algorithms-in-criminal-sentencing/.	VERB
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cana-2945	201	12	18	18	NUM
cana-2945	201	13	]	]	PUNCT
cana-2945	201	14	semmler	semmler	NOUN
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cana-2945	201	16	sean	sean	PROPN
cana-2945	201	17	,	,	PUNCT
cana-2945	201	18	and	and	CCONJ
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cana-2945	201	20	rose	rise	VERB
cana-2945	201	21	.	.	PUNCT
cana-2945	202	1	"	"	PUNCT
cana-2945	202	2	artificial	artificial	ADJ
cana-2945	202	3	intelligence	intelligence	NOUN
cana-2945	202	4	:	:	PUNCT
cana-2945	202	5	application	application	NOUN
cana-2945	202	6	today	today	NOUN
cana-2945	202	7	and	and	CCONJ
cana-2945	202	8	implications	implication	NOUN
cana-2945	202	9	tomorrow	tomorrow	NOUN
cana-2945	202	10	.	.	PUNCT
cana-2945	202	11	"	"	PUNCT
cana-2945	203	1	duke	duke	PROPN
cana-2945	203	2	l.	l.	PROPN
cana-2945	203	3	&	&	CCONJ
cana-2945	203	4	tech	tech	PROPN
cana-2945	203	5	.	.	PUNCT
cana-2945	204	1	rev	rev	PROPN
cana-2945	204	2	.	.	PROPN
cana-2945	205	1	16	16	NUM
cana-2945	205	2	(	(	PUNCT
cana-2945	205	3	2017	2017	NUM
cana-2945	205	4	):	):	PUNCT
cana-2945	205	5	85	85	NUM
cana-2945	205	6	.	.	PUNCT
cana-2945	206	1	[	[	X
cana-2945	206	2	19	19	NUM
cana-2945	206	3	]	]	PUNCT
cana-2945	206	4	“	"	PUNCT
cana-2945	206	5	about	about	ADP
cana-2945	206	6	us	we	PRON
cana-2945	206	7	.	.	PUNCT
cana-2945	206	8	”	"	PUNCT
cana-2945	207	1	ross	ross	PROPN
cana-2945	207	2	intelligence	intelligence	PROPN
cana-2945	207	3	,	,	PUNCT
cana-2945	207	4	https://www.rossintelligence.com/about-us	https://www.rossintelligence.com/about-us	PROPN
cana-2945	207	5	.	.	PROPN
cana-2945	207	6	accessed	access	VERB
cana-2945	207	7	14	14	NUM
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cana-2945	207	9	.	.	PUNCT
cana-2945	208	1	2024	2024	NUM
cana-2945	208	2	.	.	PUNCT
cana-2945	209	1	[	[	X
cana-2945	209	2	20	20	NUM
cana-2945	209	3	]	]	PUNCT
cana-2945	209	4	“	"	PUNCT
cana-2945	209	5	security	security	NOUN
cana-2945	209	6	&	&	CCONJ
cana-2945	209	7	fraud	fraud	NOUN
cana-2945	209	8	awareness	awareness	NOUN
cana-2945	209	9	.	.	PUNCT
cana-2945	209	10	”	"	PUNCT
cana-2945	210	1	goldmansachs.com	goldmansachs.com	X
cana-2945	210	2	,	,	PUNCT
cana-2945	210	3	https://www.goldmansachs.com/security	https://www.goldmansachs.com/security	PROPN
cana-2945	210	4	.	.	PUNCT
cana-2945	210	5	accessed	access	VERB
cana-2945	210	6	14	14	NUM
cana-2945	210	7	july	july	PROPN
cana-2945	210	8	.	.	PUNCT
cana-2945	211	1	2024	2024	NUM
cana-2945	211	2	.	.	PUNCT
cana-2945	212	1	[	[	X
cana-2945	212	2	21	21	NUM
cana-2945	212	3	]	]	PUNCT
cana-2945	212	4	crumley	crumley	NOUN
cana-2945	212	5	-	-	PUNCT
cana-2945	212	6	effinger	effinger	PROPN
cana-2945	212	7	,	,	PUNCT
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cana-2945	212	9	.	.	PUNCT
cana-2945	213	1	"	"	PUNCT
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cana-2945	213	3	states	states	PROPN
cana-2945	213	4	citizenship	citizenship	NOUN
cana-2945	213	5	and	and	CCONJ
cana-2945	213	6	immigration	immigration	NOUN
cana-2945	213	7	services	service	NOUN
cana-2945	213	8	(	(	PUNCT
cana-2945	213	9	uscis	uscis	NOUN
cana-2945	213	10	)	)	PUNCT
cana-2945	213	11	.	.	PUNCT
cana-2945	213	12	"	"	PUNCT
cana-2945	214	1	the	the	DET
cana-2945	214	2	handbook	handbook	NOUN
cana-2945	214	3	of	of	ADP
cana-2945	214	4	homeland	homeland	NOUN
cana-2945	214	5	security	security	NOUN
cana-2945	214	6	.	.	PUNCT
cana-2945	215	1	crc	crc	PROPN
cana-2945	215	2	press	press	PROPN
cana-2945	215	3	669	669	NUM
cana-2945	215	4	-	-	SYM
cana-2945	215	5	674	674	NUM
cana-2945	215	6	.	.	PUNCT
cana-2945	216	1	https://lexmachina.com/about.%20accessed%2014%20july.%202024	https://lexmachina.com/about.%20accessed%2014%20july.%202024	ADJ
cana-2945	216	2	https://www.rossintelligence.com/about-us.%20accessed%2014%20august.%202024	https://www.rossintelligence.com/about-us.%20accessed%2014%20august.%202024	PROPN