id	sid	tid	token	lemma	pos
ajpdis-5137	1	1	201	201	NUM
ajpdis-5137	1	2	journal	journal	NOUN
ajpdis-5137	1	3	of	of	ADP
ajpdis-5137	1	4	public	public	ADJ
ajpdis-5137	1	5	diplomacy	diplomacy	NOUN
ajpdis-5137	1	6	and	and	CCONJ
ajpdis-5137	1	7	international	international	ADJ
ajpdis-5137	1	8	studies	study	NOUN
ajpdis-5137	1	9	www	www	PROPN
ajpdis-5137	1	10	.	.	PROPN
ajpdis-5137	2	1	grnjournal.us	grnjournal.us	PROPN
ajpdis-5137	2	2	american	american	PROPN
ajpdis-5137	2	3	journal	journal	PROPN
ajpdis-5137	2	4	of	of	ADP
ajpdis-5137	2	5	public	public	ADJ
ajpdis-5137	2	6	diplomacy	diplomacy	NOUN
ajpdis-5137	2	7	and	and	CCONJ
ajpdis-5137	2	8	international	international	ADJ
ajpdis-5137	2	9	studies	study	NOUN
ajpdis-5137	2	10	volume	volume	NOUN
ajpdis-5137	2	11	02	02	NUM
ajpdis-5137	2	12	,	,	PUNCT
ajpdis-5137	2	13	issue	issue	NOUN
ajpdis-5137	2	14	06	06	NUM
ajpdis-5137	2	15	,	,	PUNCT
ajpdis-5137	2	16	2024	2024	NUM
ajpdis-5137	2	17	issn	issn	X
ajpdis-5137	2	18	(	(	PUNCT
ajpdis-5137	2	19	e):2993	e):2993	PROPN
ajpdis-5137	2	20	-	-	PUNCT
ajpdis-5137	2	21	2157	2157	NUM
ajpdis-5137	2	22	risk	risk	NOUN
ajpdis-5137	2	23	management	management	NOUN
ajpdis-5137	2	24	in	in	ADP
ajpdis-5137	2	25	the	the	DET
ajpdis-5137	2	26	financial	financial	ADJ
ajpdis-5137	2	27	market	market	NOUN
ajpdis-5137	2	28	and	and	CCONJ
ajpdis-5137	2	29	its	its	PRON
ajpdis-5137	2	30	significance	significance	NOUN
ajpdis-5137	2	31	:	:	PUNCT
ajpdis-5137	2	32	problems	problem	NOUN
ajpdis-5137	2	33	and	and	CCONJ
ajpdis-5137	2	34	solutions	solution	NOUN
ajpdis-5137	2	35	in	in	ADP
ajpdis-5137	2	36	the	the	DET
ajpdis-5137	2	37	field	field	NOUN
ajpdis-5137	2	38	yаkubоv	yаkubоv	VERB
ajpdis-5137	2	39	mаdаminbеk	mаdаminbеk	PROPN
ajpdis-5137	2	40	аbdurаkhimоvich	аbdurаkhimоvich	PROPN
ajpdis-5137	2	41	studеnt	studеnt	PROPN
ajpdis-5137	2	42	оf	оf	PROPN
ajpdis-5137	2	43	thе	thе	VERB
ajpdis-5137	2	44	“	"	PUNCT
ajpdis-5137	2	45	еcоnоmics	еcоnоmic	NOUN
ajpdis-5137	2	46	”	"	PUNCT
ajpdis-5137	2	47	fаculty	fаculty	NOUN
ajpdis-5137	2	48	,	,	PUNCT
ajpdis-5137	2	49	tаshkеnt	tаshkеnt	NOUN
ajpdis-5137	2	50	stаtе	stаtе	PROPN
ajpdis-5137	2	51	univеrsity	univеrsity	PROPN
ajpdis-5137	2	52	оf	оf	PROPN
ajpdis-5137	2	53	еcоnоmics	еcоnоmic	NOUN
ajpdis-5137	2	54	abstract	abstract	NOUN
ajpdis-5137	2	55	:	:	PUNCT
ajpdis-5137	2	56	this	this	DET
ajpdis-5137	2	57	article	article	NOUN
ajpdis-5137	2	58	analyzes	analyze	VERB
ajpdis-5137	2	59	risk	risk	NOUN
ajpdis-5137	2	60	management	management	NOUN
ajpdis-5137	2	61	and	and	CCONJ
ajpdis-5137	2	62	its	its	PRON
ajpdis-5137	2	63	impact	impact	NOUN
ajpdis-5137	2	64	on	on	ADP
ajpdis-5137	2	65	financial	financial	ADJ
ajpdis-5137	2	66	markets	market	NOUN
ajpdis-5137	2	67	.	.	PUNCT
ajpdis-5137	3	1	risk	risk	NOUN
ajpdis-5137	3	2	and	and	CCONJ
ajpdis-5137	3	3	capital	capital	NOUN
ajpdis-5137	3	4	management	management	NOUN
ajpdis-5137	3	5	can	can	AUX
ajpdis-5137	3	6	happen	happen	VERB
ajpdis-5137	3	7	anywhere	anywhere	ADV
ajpdis-5137	3	8	in	in	ADP
ajpdis-5137	3	9	the	the	DET
ajpdis-5137	3	10	stock	stock	NOUN
ajpdis-5137	3	11	market	market	NOUN
ajpdis-5137	3	12	.	.	PUNCT
ajpdis-5137	4	1	this	this	PRON
ajpdis-5137	4	2	happens	happen	VERB
ajpdis-5137	4	3	when	when	SCONJ
ajpdis-5137	4	4	an	an	DET
ajpdis-5137	4	5	investor	investor	NOUN
ajpdis-5137	4	6	buys	buy	VERB
ajpdis-5137	4	7	a	a	DET
ajpdis-5137	4	8	desired	desire	VERB
ajpdis-5137	4	9	stock	stock	NOUN
ajpdis-5137	4	10	in	in	ADP
ajpdis-5137	4	11	the	the	DET
ajpdis-5137	4	12	stock	stock	NOUN
ajpdis-5137	4	13	market	market	NOUN
ajpdis-5137	4	14	.	.	PUNCT
ajpdis-5137	5	1	or	or	CCONJ
ajpdis-5137	5	2	it	it	PRON
ajpdis-5137	5	3	can	can	AUX
ajpdis-5137	5	4	happen	happen	VERB
ajpdis-5137	5	5	when	when	SCONJ
ajpdis-5137	5	6	a	a	DET
ajpdis-5137	5	7	financial	financial	ADJ
ajpdis-5137	5	8	fund	fund	NOUN
ajpdis-5137	5	9	manager	manager	NOUN
ajpdis-5137	5	10	with	with	ADP
ajpdis-5137	5	11	foreign	foreign	ADJ
ajpdis-5137	5	12	currency	currency	NOUN
ajpdis-5137	5	13	derivatives	derivative	NOUN
ajpdis-5137	5	14	avoids	avoid	VERB
ajpdis-5137	5	15	the	the	DET
ajpdis-5137	5	16	risk	risk	NOUN
ajpdis-5137	5	17	of	of	ADP
ajpdis-5137	5	18	converting	convert	VERB
ajpdis-5137	5	19	balance	balance	NOUN
ajpdis-5137	5	20	sheet	sheet	NOUN
ajpdis-5137	5	21	assets	asset	NOUN
ajpdis-5137	5	22	and	and	CCONJ
ajpdis-5137	5	23	liabilities	liability	NOUN
ajpdis-5137	5	24	into	into	ADP
ajpdis-5137	5	25	foreign	foreign	ADJ
ajpdis-5137	5	26	currency	currency	NOUN
ajpdis-5137	5	27	.	.	PUNCT
ajpdis-5137	6	1	financial	financial	ADJ
ajpdis-5137	6	2	managers	manager	NOUN
ajpdis-5137	6	3	also	also	ADV
ajpdis-5137	6	4	use	use	VERB
ajpdis-5137	6	5	strategies	strategy	NOUN
ajpdis-5137	6	6	such	such	ADJ
ajpdis-5137	6	7	as	as	ADP
ajpdis-5137	6	8	asset	asset	NOUN
ajpdis-5137	6	9	allocation	allocation	NOUN
ajpdis-5137	6	10	,	,	PUNCT
ajpdis-5137	6	11	portfolio	portfolio	NOUN
ajpdis-5137	6	12	diversification	diversification	NOUN
ajpdis-5137	6	13	,	,	PUNCT
ajpdis-5137	6	14	and	and	CCONJ
ajpdis-5137	6	15	position	position	NOUN
ajpdis-5137	6	16	pricing	pricing	NOUN
ajpdis-5137	6	17	to	to	PART
ajpdis-5137	6	18	reduce	reduce	VERB
ajpdis-5137	6	19	or	or	CCONJ
ajpdis-5137	6	20	effectively	effectively	ADV
ajpdis-5137	6	21	manage	manage	VERB
ajpdis-5137	6	22	risk	risk	NOUN
ajpdis-5137	6	23	in	in	ADP
ajpdis-5137	6	24	the	the	DET
ajpdis-5137	6	25	stock	stock	NOUN
ajpdis-5137	6	26	market	market	NOUN
ajpdis-5137	6	27	.	.	PUNCT
ajpdis-5137	7	1	although	although	SCONJ
ajpdis-5137	7	2	technical	technical	ADJ
ajpdis-5137	7	3	analysis	analysis	NOUN
ajpdis-5137	7	4	of	of	ADP
ajpdis-5137	7	5	risk	risk	NOUN
ajpdis-5137	7	6	and	and	CCONJ
ajpdis-5137	7	7	capital	capital	NOUN
ajpdis-5137	7	8	management	management	NOUN
ajpdis-5137	7	9	can	can	AUX
ajpdis-5137	7	10	provide	provide	VERB
ajpdis-5137	7	11	useful	useful	ADJ
ajpdis-5137	7	12	information	information	NOUN
ajpdis-5137	7	13	,	,	PUNCT
ajpdis-5137	7	14	it	it	PRON
ajpdis-5137	7	15	can	can	AUX
ajpdis-5137	7	16	not	not	PART
ajpdis-5137	7	17	completely	completely	ADV
ajpdis-5137	7	18	eliminate	eliminate	VERB
ajpdis-5137	7	19	an	an	DET
ajpdis-5137	7	20	investor	investor	NOUN
ajpdis-5137	7	21	’s	’s	PART
ajpdis-5137	7	22	concerns	concern	NOUN
ajpdis-5137	7	23	.	.	PUNCT
ajpdis-5137	8	1	risk	risk	NOUN
ajpdis-5137	8	2	management	management	NOUN
ajpdis-5137	8	3	is	be	AUX
ajpdis-5137	8	4	a	a	DET
ajpdis-5137	8	5	key	key	ADJ
ajpdis-5137	8	6	part	part	NOUN
ajpdis-5137	8	7	of	of	ADP
ajpdis-5137	8	8	capital	capital	NOUN
ajpdis-5137	8	9	markets	market	NOUN
ajpdis-5137	8	10	,	,	PUNCT
ajpdis-5137	8	11	which	which	PRON
ajpdis-5137	8	12	involves	involve	VERB
ajpdis-5137	8	13	recognizing	recognize	VERB
ajpdis-5137	8	14	,	,	PUNCT
ajpdis-5137	8	15	analyzing	analyze	VERB
ajpdis-5137	8	16	and	and	CCONJ
ajpdis-5137	8	17	mitigating	mitigate	VERB
ajpdis-5137	8	18	the	the	DET
ajpdis-5137	8	19	risks	risk	NOUN
ajpdis-5137	8	20	associated	associate	VERB
ajpdis-5137	8	21	with	with	ADP
ajpdis-5137	8	22	trading	trading	NOUN
ajpdis-5137	8	23	activities[1	activities[1	NUM
ajpdis-5137	8	24	]	]	PUNCT
ajpdis-5137	8	25	.	.	PUNCT
ajpdis-5137	9	1	risk	risk	NOUN
ajpdis-5137	9	2	management	management	NOUN
ajpdis-5137	9	3	aims	aim	VERB
ajpdis-5137	9	4	to	to	PART
ajpdis-5137	9	5	reduce	reduce	VERB
ajpdis-5137	9	6	losses	loss	NOUN
ajpdis-5137	9	7	and	and	CCONJ
ajpdis-5137	9	8	increase	increase	VERB
ajpdis-5137	9	9	profits	profit	NOUN
ajpdis-5137	9	10	by	by	ADP
ajpdis-5137	9	11	predicting	predict	VERB
ajpdis-5137	9	12	future	future	ADJ
ajpdis-5137	9	13	risks	risk	NOUN
ajpdis-5137	9	14	and	and	CCONJ
ajpdis-5137	9	15	taking	take	VERB
ajpdis-5137	9	16	actions	action	NOUN
ajpdis-5137	9	17	to	to	PART
ajpdis-5137	9	18	prevent	prevent	VERB
ajpdis-5137	9	19	or	or	CCONJ
ajpdis-5137	9	20	mitigate	mitigate	VERB
ajpdis-5137	9	21	them	they	PRON
ajpdis-5137	9	22	.	.	PUNCT
ajpdis-5137	10	1	keywords	keyword	NOUN
ajpdis-5137	10	2	:	:	PUNCT
ajpdis-5137	10	3	risk	risk	NOUN
ajpdis-5137	10	4	management	management	NOUN
ajpdis-5137	10	5	,	,	PUNCT
ajpdis-5137	10	6	diversification	diversification	NOUN
ajpdis-5137	10	7	,	,	PUNCT
ajpdis-5137	10	8	hedging	hedging	NOUN
ajpdis-5137	10	9	,	,	PUNCT
ajpdis-5137	10	10	market	market	NOUN
ajpdis-5137	10	11	volatility	volatility	NOUN
ajpdis-5137	10	12	.	.	PUNCT
ajpdis-5137	11	1	introduction	introduction	NOUN
ajpdis-5137	11	2	financial	financial	ADJ
ajpdis-5137	11	3	markets	market	NOUN
ajpdis-5137	11	4	provide	provide	VERB
ajpdis-5137	11	5	buyers	buyer	NOUN
ajpdis-5137	11	6	and	and	CCONJ
ajpdis-5137	11	7	sellers	seller	NOUN
ajpdis-5137	11	8	with	with	ADP
ajpdis-5137	11	9	the	the	DET
ajpdis-5137	11	10	means	mean	NOUN
ajpdis-5137	11	11	to	to	PART
ajpdis-5137	11	12	trade	trade	VERB
ajpdis-5137	11	13	financial	financial	ADJ
ajpdis-5137	11	14	instruments	instrument	NOUN
ajpdis-5137	11	15	,	,	PUNCT
ajpdis-5137	11	16	including	include	VERB
ajpdis-5137	11	17	bonds	bond	NOUN
ajpdis-5137	11	18	,	,	PUNCT
ajpdis-5137	11	19	stocks	stock	NOUN
ajpdis-5137	11	20	,	,	PUNCT
ajpdis-5137	11	21	international	international	ADJ
ajpdis-5137	11	22	currencies	currency	NOUN
ajpdis-5137	11	23	and	and	CCONJ
ajpdis-5137	11	24	derivatives	derivative	NOUN
ajpdis-5137	11	25	,	,	PUNCT
ajpdis-5137	11	26	facilitate	facilitate	VERB
ajpdis-5137	11	27	the	the	DET
ajpdis-5137	11	28	interaction	interaction	NOUN
ajpdis-5137	11	29	between	between	ADP
ajpdis-5137	11	30	those	those	PRON
ajpdis-5137	11	31	who	who	PRON
ajpdis-5137	11	32	have	have	VERB
ajpdis-5137	11	33	capital	capital	NOUN
ajpdis-5137	11	34	to	to	PART
ajpdis-5137	11	35	invest	invest	VERB
ajpdis-5137	11	36	and	and	CCONJ
ajpdis-5137	11	37	those	those	PRON
ajpdis-5137	11	38	who	who	PRON
ajpdis-5137	11	39	need	need	VERB
ajpdis-5137	11	40	capital	capital	NOUN
ajpdis-5137	11	41	,	,	PUNCT
ajpdis-5137	11	42	share	share	VERB
ajpdis-5137	11	43	risks	risk	NOUN
ajpdis-5137	11	44	with	with	ADP
ajpdis-5137	11	45	participants	participant	NOUN
ajpdis-5137	11	46	,	,	PUNCT
ajpdis-5137	11	47	usually	usually	ADV
ajpdis-5137	11	48	allows	allow	VERB
ajpdis-5137	11	49	transfer	transfer	NOUN
ajpdis-5137	11	50	through	through	ADP
ajpdis-5137	11	51	derivatives	derivative	NOUN
ajpdis-5137	11	52	.	.	PUNCT
ajpdis-5137	12	1	financial	financial	ADJ
ajpdis-5137	12	2	markets	market	NOUN
ajpdis-5137	12	3	are	be	AUX
ajpdis-5137	12	4	complex	complex	ADJ
ajpdis-5137	12	5	ecosystems	ecosystem	NOUN
ajpdis-5137	12	6	that	that	PRON
ajpdis-5137	12	7	reflect	reflect	VERB
ajpdis-5137	12	8	the	the	DET
ajpdis-5137	12	9	repeated	repeat	VERB
ajpdis-5137	12	10	interactions	interaction	NOUN
ajpdis-5137	12	11	of	of	ADP
ajpdis-5137	12	12	millions	million	NOUN
ajpdis-5137	12	13	of	of	ADP
ajpdis-5137	12	14	people	people	NOUN
ajpdis-5137	12	15	and	and	CCONJ
ajpdis-5137	12	16	institutions	institution	NOUN
ajpdis-5137	12	17	.	.	PUNCT
ajpdis-5137	13	1	as	as	ADP
ajpdis-5137	13	2	such	such	ADJ
ajpdis-5137	13	3	,	,	PUNCT
ajpdis-5137	13	4	they	they	PRON
ajpdis-5137	13	5	require	require	VERB
ajpdis-5137	13	6	institutional	institutional	ADJ
ajpdis-5137	13	7	structures	structure	NOUN
ajpdis-5137	13	8	and	and	CCONJ
ajpdis-5137	13	9	market	market	NOUN
ajpdis-5137	13	10	procedures	procedure	NOUN
ajpdis-5137	13	11	to	to	PART
ajpdis-5137	13	12	foster	foster	VERB
ajpdis-5137	13	13	market	market	NOUN
ajpdis-5137	13	14	fairness	fairness	NOUN
ajpdis-5137	13	15	,	,	PUNCT
ajpdis-5137	13	16	efficiency	efficiency	NOUN
ajpdis-5137	13	17	,	,	PUNCT
ajpdis-5137	13	18	transparency	transparency	NOUN
ajpdis-5137	13	19	,	,	PUNCT
ajpdis-5137	13	20	and	and	CCONJ
ajpdis-5137	13	21	stability	stability	NOUN
ajpdis-5137	13	22	.	.	PUNCT
ajpdis-5137	14	1	for	for	ADP
ajpdis-5137	14	2	a	a	DET
ajpdis-5137	14	3	variety	variety	NOUN
ajpdis-5137	14	4	of	of	ADP
ajpdis-5137	14	5	reasons	reason	NOUN
ajpdis-5137	14	6	interdependence	interdependence	NOUN
ajpdis-5137	14	7	,	,	PUNCT
ajpdis-5137	14	8	financial	financial	ADJ
ajpdis-5137	14	9	innovation	innovation	NOUN
ajpdis-5137	14	10	,	,	PUNCT
ajpdis-5137	14	11	technological	technological	ADJ
ajpdis-5137	14	12	advances	advance	NOUN
ajpdis-5137	14	13	in	in	ADP
ajpdis-5137	14	14	communications	communication	NOUN
ajpdis-5137	14	15	and	and	CCONJ
ajpdis-5137	14	16	computing	computing	NOUN
ajpdis-5137	14	17	power	power	NOUN
ajpdis-5137	14	18	,	,	PUNCT
ajpdis-5137	14	19	synchronous	synchronous	ADJ
ajpdis-5137	14	20	behavior	behavior	NOUN
ajpdis-5137	14	21	of	of	ADP
ajpdis-5137	14	22	market	market	NOUN
ajpdis-5137	14	23	participants	participant	NOUN
ajpdis-5137	14	24	modern	modern	ADJ
ajpdis-5137	14	25	financial	financial	ADJ
ajpdis-5137	14	26	markets	market	NOUN
ajpdis-5137	14	27	are	be	AUX
ajpdis-5137	14	28	becoming	become	VERB
ajpdis-5137	14	29	increasingly	increasingly	ADV
ajpdis-5137	14	30	complex[2	complex[2	NOUN
ajpdis-5137	14	31	]	]	X
ajpdis-5137	14	32	.	.	PUNCT
ajpdis-5137	15	1	managing	manage	VERB
ajpdis-5137	15	2	risk	risk	NOUN
ajpdis-5137	15	3	in	in	ADP
ajpdis-5137	15	4	an	an	DET
ajpdis-5137	15	5	environment	environment	NOUN
ajpdis-5137	15	6	of	of	ADP
ajpdis-5137	15	7	increasing	increase	VERB
ajpdis-5137	15	8	complexity	complexity	NOUN
ajpdis-5137	15	9	requires	require	VERB
ajpdis-5137	15	10	a	a	DET
ajpdis-5137	15	11	fundamental	fundamental	ADJ
ajpdis-5137	15	12	and	and	CCONJ
ajpdis-5137	15	13	time	time	NOUN
ajpdis-5137	15	14	-	-	PUNCT
ajpdis-5137	15	15	consuming	consume	VERB
ajpdis-5137	15	16	framework	framework	NOUN
ajpdis-5137	15	17	to	to	PART
ajpdis-5137	15	18	develop	develop	VERB
ajpdis-5137	15	19	,	,	PUNCT
ajpdis-5137	15	20	implement	implement	VERB
ajpdis-5137	15	21	and	and	CCONJ
ajpdis-5137	15	22	maintain	maintain	VERB
ajpdis-5137	15	23	highly	highly	ADV
ajpdis-5137	15	24	disciplined	disciplined	ADJ
ajpdis-5137	15	25	risk	risk	NOUN
ajpdis-5137	15	26	management	management	NOUN
ajpdis-5137	15	27	and	and	CCONJ
ajpdis-5137	15	28	corporate	corporate	ADJ
ajpdis-5137	15	29	governance	governance	NOUN
ajpdis-5137	15	30	processes	process	NOUN
ajpdis-5137	15	31	.	.	PUNCT
ajpdis-5137	16	1	we	we	PRON
ajpdis-5137	16	2	’ve	’ve	AUX
ajpdis-5137	16	3	probably	probably	ADV
ajpdis-5137	16	4	all	all	PRON
ajpdis-5137	16	5	heard	hear	VERB
ajpdis-5137	16	6	that	that	SCONJ
ajpdis-5137	16	7	90	90	NUM
ajpdis-5137	16	8	%	%	NOUN
ajpdis-5137	16	9	of	of	ADP
ajpdis-5137	16	10	people	people	NOUN
ajpdis-5137	16	11	who	who	PRON
ajpdis-5137	16	12	enter	enter	VERB
ajpdis-5137	16	13	the	the	DET
ajpdis-5137	16	14	financial	financial	ADJ
ajpdis-5137	16	15	market	market	NOUN
ajpdis-5137	16	16	fail	fail	VERB
ajpdis-5137	16	17	.	.	PUNCT
ajpdis-5137	17	1	most	most	ADJ
ajpdis-5137	17	2	people	people	NOUN
ajpdis-5137	17	3	think	think	VERB
ajpdis-5137	17	4	of	of	ADP
ajpdis-5137	17	5	risk	risk	NOUN
ajpdis-5137	17	6	as	as	ADV
ajpdis-5137	17	7	soon	soon	ADV
ajpdis-5137	17	8	as	as	SCONJ
ajpdis-5137	17	9	they	they	PRON
ajpdis-5137	17	10	hear	hear	VERB
ajpdis-5137	17	11	the	the	DET
ajpdis-5137	17	12	word	word	NOUN
ajpdis-5137	17	13	risk	risk	NOUN
ajpdis-5137	17	14	and	and	CCONJ
ajpdis-5137	17	15	equate	equate	VERB
ajpdis-5137	17	16	it	it	PRON
ajpdis-5137	17	17	with	with	ADP
ajpdis-5137	17	18	risk	risk	NOUN
ajpdis-5137	17	19	taking	taking	NOUN
ajpdis-5137	17	20	.	.	PUNCT
ajpdis-5137	18	1	they	they	PRON
ajpdis-5137	18	2	like	like	VERB
ajpdis-5137	18	3	to	to	PART
ajpdis-5137	18	4	avoid	avoid	VERB
ajpdis-5137	18	5	taking	take	VERB
ajpdis-5137	18	6	risks	risk	NOUN
ajpdis-5137	18	7	as	as	ADV
ajpdis-5137	18	8	much	much	ADV
ajpdis-5137	18	9	as	as	ADP
ajpdis-5137	18	10	possible	possible	ADJ
ajpdis-5137	18	11	.	.	PUNCT
ajpdis-5137	19	1	but	but	CCONJ
ajpdis-5137	19	2	the	the	DET
ajpdis-5137	19	3	point	point	NOUN
ajpdis-5137	19	4	is	be	AUX
ajpdis-5137	19	5	that	that	SCONJ
ajpdis-5137	19	6	such	such	ADJ
ajpdis-5137	19	7	thinking	thinking	NOUN
ajpdis-5137	19	8	is	be	AUX
ajpdis-5137	19	9	wrong	wrong	ADJ
ajpdis-5137	19	10	.	.	PUNCT
ajpdis-5137	20	1	risk	risk	NOUN
ajpdis-5137	20	2	management	management	NOUN
ajpdis-5137	20	3	can	can	AUX
ajpdis-5137	20	4	not	not	PART
ajpdis-5137	20	5	be	be	AUX
ajpdis-5137	20	6	ignored	ignore	VERB
ajpdis-5137	20	7	or	or	CCONJ
ajpdis-5137	20	8	eliminated	eliminate	VERB
ajpdis-5137	20	9	.	.	PUNCT
ajpdis-5137	21	1	risk	risk	NOUN
ajpdis-5137	21	2	is	be	AUX
ajpdis-5137	21	3	inherent	inherent	ADJ
ajpdis-5137	21	4	in	in	ADP
ajpdis-5137	21	5	every	every	DET
ajpdis-5137	21	6	activity	activity	NOUN
ajpdis-5137	21	7	and	and	CCONJ
ajpdis-5137	21	8	is	be	AUX
ajpdis-5137	21	9	essentially	essentially	ADV
ajpdis-5137	21	10	the	the	DET
ajpdis-5137	21	11	nature	nature	NOUN
ajpdis-5137	21	12	of	of	ADP
ajpdis-5137	21	13	risk	risk	NOUN
ajpdis-5137	21	14	-	-	PUNCT
ajpdis-5137	21	15	based	base	VERB
ajpdis-5137	21	16	life	life	NOUN
ajpdis-5137	21	17	.	.	PUNCT
ajpdis-5137	22	1	so	so	ADV
ajpdis-5137	22	2	one	one	NUM
ajpdis-5137	22	3	of	of	ADP
ajpdis-5137	22	4	the	the	DET
ajpdis-5137	22	5	keys	key	NOUN
ajpdis-5137	22	6	to	to	ADP
ajpdis-5137	22	7	success	success	NOUN
ajpdis-5137	22	8	is	be	AUX
ajpdis-5137	22	9	knowing	know	VERB
ajpdis-5137	22	10	what	what	PRON
ajpdis-5137	22	11	risks	risk	NOUN
ajpdis-5137	22	12	to	to	PART
ajpdis-5137	22	13	consider	consider	VERB
ajpdis-5137	22	14	and	and	CCONJ
ajpdis-5137	22	15	making	make	VERB
ajpdis-5137	22	16	sure	sure	ADJ
ajpdis-5137	22	17	those	those	DET
ajpdis-5137	22	18	risks	risk	NOUN
ajpdis-5137	22	19	are	be	AUX
ajpdis-5137	22	20	reasonable	reasonable	ADJ
ajpdis-5137	22	21	.	.	PUNCT
ajpdis-5137	23	1	thus	thus	ADV
ajpdis-5137	23	2	,	,	PUNCT
ajpdis-5137	23	3	the	the	DET
ajpdis-5137	23	4	law	law	NOUN
ajpdis-5137	23	5	of	of	ADP
ajpdis-5137	23	6	life	life	NOUN
ajpdis-5137	23	7	requires	require	VERB
ajpdis-5137	23	8	a	a	DET
ajpdis-5137	23	9	serious	serious	ADJ
ajpdis-5137	23	10	approach	approach	NOUN
ajpdis-5137	23	11	to	to	ADP
ajpdis-5137	23	12	the	the	DET
ajpdis-5137	23	13	issue	issue	NOUN
ajpdis-5137	23	14	of	of	ADP
ajpdis-5137	23	15	risk	risk	NOUN
ajpdis-5137	23	16	.	.	PUNCT
ajpdis-5137	24	1	in	in	ADP
ajpdis-5137	24	2	today	today	NOUN
ajpdis-5137	24	3	’s	’s	PART
ajpdis-5137	24	4	fast	fast	ADV
ajpdis-5137	24	5	-	-	PUNCT
ajpdis-5137	24	6	paced	pace	VERB
ajpdis-5137	24	7	and	and	CCONJ
ajpdis-5137	24	8	constantly	constantly	ADV
ajpdis-5137	24	9	evolving	evolve	VERB
ajpdis-5137	24	10	financial	financial	ADJ
ajpdis-5137	24	11	markets	market	NOUN
ajpdis-5137	24	12	,	,	PUNCT
ajpdis-5137	24	13	the	the	DET
ajpdis-5137	24	14	ability	ability	NOUN
ajpdis-5137	24	15	to	to	PART
ajpdis-5137	24	16	effectively	effectively	ADV
ajpdis-5137	24	17	manage	manage	VERB
ajpdis-5137	24	18	risk	risk	NOUN
ajpdis-5137	24	19	is	be	AUX
ajpdis-5137	24	20	critical	critical	ADJ
ajpdis-5137	24	21	for	for	ADP
ajpdis-5137	24	22	market	market	NOUN
ajpdis-5137	24	23	participants[3	participants[3	NOUN
ajpdis-5137	24	24	]	]	PUNCT
ajpdis-5137	24	25	.	.	PUNCT
ajpdis-5137	25	1	with	with	ADP
ajpdis-5137	25	2	the	the	DET
ajpdis-5137	25	3	advent	advent	NOUN
ajpdis-5137	25	4	of	of	ADP
ajpdis-5137	25	5	technology	technology	NOUN
ajpdis-5137	25	6	and	and	CCONJ
ajpdis-5137	25	7	the	the	DET
ajpdis-5137	25	8	exponential	exponential	ADJ
ajpdis-5137	25	9	growth	growth	NOUN
ajpdis-5137	25	10	of	of	ADP
ajpdis-5137	25	11	data	datum	NOUN
ajpdis-5137	25	12	,	,	PUNCT
ajpdis-5137	25	13	the	the	DET
ajpdis-5137	25	14	use	use	NOUN
ajpdis-5137	25	15	of	of	ADP
ajpdis-5137	25	16	big	big	ADJ
ajpdis-5137	25	17	data	datum	NOUN
ajpdis-5137	25	18	has	have	AUX
ajpdis-5137	25	19	become	become	VERB
ajpdis-5137	25	20	a	a	DET
ajpdis-5137	25	21	game	game	NOUN
ajpdis-5137	25	22	changer	changer	NOUN
ajpdis-5137	25	23	in	in	ADP
ajpdis-5137	25	24	risk	risk	NOUN
ajpdis-5137	25	25	management	management	NOUN
ajpdis-5137	25	26	strategies	strategy	NOUN
ajpdis-5137	25	27	.	.	PUNCT
ajpdis-5137	26	1	by	by	ADP
ajpdis-5137	26	2	202	202	NUM
ajpdis-5137	26	3	journal	journal	NOUN
ajpdis-5137	26	4	of	of	ADP
ajpdis-5137	26	5	public	public	ADJ
ajpdis-5137	26	6	diplomacy	diplomacy	NOUN
ajpdis-5137	26	7	and	and	CCONJ
ajpdis-5137	26	8	international	international	ADJ
ajpdis-5137	26	9	studies	study	NOUN
ajpdis-5137	26	10	www	www	PROPN
ajpdis-5137	26	11	.	.	PUNCT
ajpdis-5137	26	12	grnjournal.us	grnjournal.us	X
ajpdis-5137	26	13	leveraging	leverage	VERB
ajpdis-5137	26	14	the	the	DET
ajpdis-5137	26	15	power	power	NOUN
ajpdis-5137	26	16	of	of	ADP
ajpdis-5137	26	17	big	big	ADJ
ajpdis-5137	26	18	data	datum	NOUN
ajpdis-5137	26	19	analytics	analytic	NOUN
ajpdis-5137	26	20	,	,	PUNCT
ajpdis-5137	26	21	financial	financial	ADJ
ajpdis-5137	26	22	institutions	institution	NOUN
ajpdis-5137	26	23	can	can	AUX
ajpdis-5137	26	24	gain	gain	VERB
ajpdis-5137	26	25	valuable	valuable	ADJ
ajpdis-5137	26	26	insights	insight	NOUN
ajpdis-5137	26	27	into	into	ADP
ajpdis-5137	26	28	market	market	NOUN
ajpdis-5137	26	29	trends	trend	NOUN
ajpdis-5137	26	30	,	,	PUNCT
ajpdis-5137	26	31	identify	identify	VERB
ajpdis-5137	26	32	potential	potential	ADJ
ajpdis-5137	26	33	risks	risk	NOUN
ajpdis-5137	26	34	,	,	PUNCT
ajpdis-5137	26	35	and	and	CCONJ
ajpdis-5137	26	36	make	make	VERB
ajpdis-5137	26	37	informed	informed	ADJ
ajpdis-5137	26	38	decisions	decision	NOUN
ajpdis-5137	26	39	to	to	PART
ajpdis-5137	26	40	mitigate	mitigate	VERB
ajpdis-5137	26	41	those	those	DET
ajpdis-5137	26	42	risks	risk	NOUN
ajpdis-5137	26	43	.	.	PUNCT
ajpdis-5137	27	1	litеrаturе	litеrаturе	ADJ
ajpdis-5137	27	2	аnаlysis	аnаlysis	NOUN
ajpdis-5137	27	3	using	use	VERB
ajpdis-5137	27	4	big	big	ADJ
ajpdis-5137	27	5	data	datum	NOUN
ajpdis-5137	27	6	to	to	PART
ajpdis-5137	27	7	effectively	effectively	ADV
ajpdis-5137	27	8	manage	manage	VERB
ajpdis-5137	27	9	risks	risk	NOUN
ajpdis-5137	27	10	in	in	ADP
ajpdis-5137	27	11	financial	financial	ADJ
ajpdis-5137	27	12	markets	market	NOUN
ajpdis-5137	27	13	has	have	AUX
ajpdis-5137	27	14	become	become	VERB
ajpdis-5137	27	15	a	a	DET
ajpdis-5137	27	16	necessity	necessity	NOUN
ajpdis-5137	27	17	in	in	ADP
ajpdis-5137	27	18	today	today	NOUN
ajpdis-5137	27	19	’s	’s	PART
ajpdis-5137	27	20	technology	technology	NOUN
ajpdis-5137	27	21	-	-	PUNCT
ajpdis-5137	27	22	driven	drive	VERB
ajpdis-5137	27	23	world	world	NOUN
ajpdis-5137	27	24	.	.	PUNCT
ajpdis-5137	28	1	financial	financial	ADJ
ajpdis-5137	28	2	institutions	institution	NOUN
ajpdis-5137	28	3	can	can	AUX
ajpdis-5137	28	4	leverage	leverage	VERB
ajpdis-5137	28	5	the	the	DET
ajpdis-5137	28	6	power	power	NOUN
ajpdis-5137	28	7	of	of	ADP
ajpdis-5137	28	8	big	big	ADJ
ajpdis-5137	28	9	data	datum	NOUN
ajpdis-5137	28	10	analytics	analytic	NOUN
ajpdis-5137	28	11	to	to	PART
ajpdis-5137	28	12	strengthen	strengthen	VERB
ajpdis-5137	28	13	market	market	NOUN
ajpdis-5137	28	14	surveillance	surveillance	NOUN
ajpdis-5137	28	15	,	,	PUNCT
ajpdis-5137	28	16	develop	develop	VERB
ajpdis-5137	28	17	early	early	ADJ
ajpdis-5137	28	18	warning	warning	NOUN
ajpdis-5137	28	19	systems	system	NOUN
ajpdis-5137	28	20	,	,	PUNCT
ajpdis-5137	28	21	detect	detect	NOUN
ajpdis-5137	28	22	fraud	fraud	NOUN
ajpdis-5137	28	23	,	,	PUNCT
ajpdis-5137	28	24	manage	manage	VERB
ajpdis-5137	28	25	portfolio	portfolio	NOUN
ajpdis-5137	28	26	risks	risk	NOUN
ajpdis-5137	28	27	and	and	CCONJ
ajpdis-5137	28	28	ensure	ensure	VERB
ajpdis-5137	28	29	regulatory	regulatory	ADJ
ajpdis-5137	28	30	compliance	compliance	NOUN
ajpdis-5137	28	31	.	.	PUNCT
ajpdis-5137	29	1	as	as	SCONJ
ajpdis-5137	29	2	the	the	DET
ajpdis-5137	29	3	volume	volume	NOUN
ajpdis-5137	29	4	and	and	CCONJ
ajpdis-5137	29	5	complexity	complexity	NOUN
ajpdis-5137	29	6	of	of	ADP
ajpdis-5137	29	7	data	datum	NOUN
ajpdis-5137	29	8	continues	continue	VERB
ajpdis-5137	29	9	to	to	PART
ajpdis-5137	29	10	grow	grow	VERB
ajpdis-5137	29	11	,	,	PUNCT
ajpdis-5137	29	12	the	the	DET
ajpdis-5137	29	13	ability	ability	NOUN
ajpdis-5137	29	14	to	to	PART
ajpdis-5137	29	15	effectively	effectively	ADV
ajpdis-5137	29	16	use	use	VERB
ajpdis-5137	29	17	big	big	ADJ
ajpdis-5137	29	18	data	datum	NOUN
ajpdis-5137	29	19	will	will	AUX
ajpdis-5137	29	20	be	be	AUX
ajpdis-5137	29	21	a	a	DET
ajpdis-5137	29	22	key	key	ADJ
ajpdis-5137	29	23	differentiator	differentiator	NOUN
ajpdis-5137	29	24	for	for	ADP
ajpdis-5137	29	25	market	market	NOUN
ajpdis-5137	29	26	participants	participant	NOUN
ajpdis-5137	29	27	in	in	ADP
ajpdis-5137	29	28	managing	manage	VERB
ajpdis-5137	29	29	risk	risk	NOUN
ajpdis-5137	29	30	and	and	CCONJ
ajpdis-5137	29	31	staying	stay	VERB
ajpdis-5137	29	32	ahead	ahead	ADV
ajpdis-5137	29	33	in	in	ADP
ajpdis-5137	29	34	dynamic	dynamic	ADJ
ajpdis-5137	29	35	financial	financial	ADJ
ajpdis-5137	29	36	markets[4	markets[4	PROPN
ajpdis-5137	29	37	]	]	PUNCT
ajpdis-5137	29	38	.	.	PUNCT
ajpdis-5137	30	1	importance	importance	NOUN
ajpdis-5137	30	2	of	of	ADP
ajpdis-5137	30	3	risk	risk	NOUN
ajpdis-5137	30	4	management	management	NOUN
ajpdis-5137	30	5	:	:	PUNCT
ajpdis-5137	30	6			ADJ
ajpdis-5137	30	7	market	market	NOUN
ajpdis-5137	30	8	volatility	volatility	NOUN
ajpdis-5137	30	9	:	:	PUNCT
ajpdis-5137	30	10	financial	financial	ADJ
ajpdis-5137	30	11	markets	market	NOUN
ajpdis-5137	30	12	are	be	AUX
ajpdis-5137	30	13	volatile	volatile	ADJ
ajpdis-5137	30	14	in	in	ADP
ajpdis-5137	30	15	nature	nature	NOUN
ajpdis-5137	30	16	and	and	CCONJ
ajpdis-5137	30	17	prices	price	NOUN
ajpdis-5137	30	18	change	change	VERB
ajpdis-5137	30	19	rapidly	rapidly	ADV
ajpdis-5137	30	20	due	due	ADJ
ajpdis-5137	30	21	to	to	ADP
ajpdis-5137	30	22	various	various	ADJ
ajpdis-5137	30	23	factors	factor	NOUN
ajpdis-5137	30	24	such	such	ADJ
ajpdis-5137	30	25	as	as	ADP
ajpdis-5137	30	26	economic	economic	ADJ
ajpdis-5137	30	27	indicators	indicator	NOUN
ajpdis-5137	30	28	,	,	PUNCT
ajpdis-5137	30	29	geopolitical	geopolitical	ADJ
ajpdis-5137	30	30	events	event	NOUN
ajpdis-5137	30	31	and	and	CCONJ
ajpdis-5137	30	32	investor	investor	NOUN
ajpdis-5137	30	33	sentiment	sentiment	NOUN
ajpdis-5137	30	34	.	.	PUNCT
ajpdis-5137	31	1	without	without	ADP
ajpdis-5137	31	2	proper	proper	ADJ
ajpdis-5137	31	3	risk	risk	NOUN
ajpdis-5137	31	4	management	management	NOUN
ajpdis-5137	31	5	,	,	PUNCT
ajpdis-5137	31	6	investors	investor	NOUN
ajpdis-5137	31	7	can	can	AUX
ajpdis-5137	31	8	face	face	VERB
ajpdis-5137	31	9	huge	huge	ADJ
ajpdis-5137	31	10	losses	loss	NOUN
ajpdis-5137	31	11	during	during	ADP
ajpdis-5137	31	12	market	market	NOUN
ajpdis-5137	31	13	downturns	downturn	NOUN
ajpdis-5137	31	14	;	;	PUNCT
ajpdis-5137	31	15			ADJ
ajpdis-5137	31	16	capital	capital	NOUN
ajpdis-5137	31	17	preservation	preservation	NOUN
ajpdis-5137	31	18	:	:	PUNCT
ajpdis-5137	31	19	risk	risk	NOUN
ajpdis-5137	31	20	management	management	NOUN
ajpdis-5137	31	21	helps	help	VERB
ajpdis-5137	31	22	protect	protect	VERB
ajpdis-5137	31	23	capital	capital	NOUN
ajpdis-5137	31	24	by	by	ADP
ajpdis-5137	31	25	diversifying	diversify	VERB
ajpdis-5137	31	26	investments	investment	NOUN
ajpdis-5137	31	27	across	across	ADP
ajpdis-5137	31	28	different	different	ADJ
ajpdis-5137	31	29	asset	asset	NOUN
ajpdis-5137	31	30	classes	class	NOUN
ajpdis-5137	31	31	,	,	PUNCT
ajpdis-5137	31	32	sectors	sector	NOUN
ajpdis-5137	31	33	and	and	CCONJ
ajpdis-5137	31	34	geographic	geographic	ADJ
ajpdis-5137	31	35	regions	region	NOUN
ajpdis-5137	31	36	.	.	PUNCT
ajpdis-5137	32	1	this	this	DET
ajpdis-5137	32	2	diversification	diversification	NOUN
ajpdis-5137	32	3	spreads	spread	VERB
ajpdis-5137	32	4	risk	risk	NOUN
ajpdis-5137	32	5	and	and	CCONJ
ajpdis-5137	32	6	reduces	reduce	VERB
ajpdis-5137	32	7	the	the	DET
ajpdis-5137	32	8	impact	impact	NOUN
ajpdis-5137	32	9	of	of	ADP
ajpdis-5137	32	10	any	any	DET
ajpdis-5137	32	11	investment	investment	NOUN
ajpdis-5137	32	12	performance	performance	NOUN
ajpdis-5137	32	13	on	on	ADP
ajpdis-5137	32	14	the	the	DET
ajpdis-5137	32	15	overall	overall	ADJ
ajpdis-5137	32	16	portfolio	portfolio	NOUN
ajpdis-5137	32	17	;	;	PUNCT
ajpdis-5137	32	18			ADJ
ajpdis-5137	32	19	regulatory	regulatory	ADJ
ajpdis-5137	32	20	compliance	compliance	NOUN
ajpdis-5137	32	21	:	:	PUNCT
ajpdis-5137	32	22	financial	financial	ADJ
ajpdis-5137	32	23	institutions	institution	NOUN
ajpdis-5137	32	24	are	be	AUX
ajpdis-5137	32	25	subject	subject	ADJ
ajpdis-5137	32	26	to	to	ADP
ajpdis-5137	32	27	strict	strict	ADJ
ajpdis-5137	32	28	regulations	regulation	NOUN
ajpdis-5137	32	29	such	such	ADJ
ajpdis-5137	32	30	as	as	ADP
ajpdis-5137	32	31	capital	capital	NOUN
ajpdis-5137	32	32	adequacy	adequacy	NOUN
ajpdis-5137	32	33	requirements	requirement	NOUN
ajpdis-5137	32	34	and	and	CCONJ
ajpdis-5137	32	35	stress	stress	NOUN
ajpdis-5137	32	36	tests	test	NOUN
ajpdis-5137	32	37	.	.	PUNCT
ajpdis-5137	33	1	effective	effective	ADJ
ajpdis-5137	33	2	risk	risk	NOUN
ajpdis-5137	33	3	management	management	NOUN
ajpdis-5137	33	4	ensures	ensure	VERB
ajpdis-5137	33	5	compliance	compliance	NOUN
ajpdis-5137	33	6	with	with	ADP
ajpdis-5137	33	7	these	these	DET
ajpdis-5137	33	8	regulations	regulation	NOUN
ajpdis-5137	33	9	,	,	PUNCT
ajpdis-5137	33	10	protects	protect	VERB
ajpdis-5137	33	11	the	the	DET
ajpdis-5137	33	12	institution	institution	NOUN
ajpdis-5137	33	13	’s	’s	PART
ajpdis-5137	33	14	reputation	reputation	NOUN
ajpdis-5137	33	15	and	and	CCONJ
ajpdis-5137	33	16	prevents	prevent	VERB
ajpdis-5137	33	17	potential	potential	ADJ
ajpdis-5137	33	18	penalties	penalty	NOUN
ajpdis-5137	33	19	.	.	PUNCT
ajpdis-5137	34	1	types	type	NOUN
ajpdis-5137	34	2	of	of	ADP
ajpdis-5137	34	3	risks	risk	NOUN
ajpdis-5137	34	4	in	in	ADP
ajpdis-5137	34	5	financial	financial	ADJ
ajpdis-5137	34	6	markets	market	NOUN
ajpdis-5137	34	7	:	:	PUNCT
ajpdis-5137	34	8			ADJ
ajpdis-5137	34	9	market	market	NOUN
ajpdis-5137	34	10	risk	risk	NOUN
ajpdis-5137	34	11	:	:	PUNCT
ajpdis-5137	34	12	this	this	DET
ajpdis-5137	34	13	risk	risk	NOUN
ajpdis-5137	34	14	arises	arise	VERB
ajpdis-5137	34	15	from	from	ADP
ajpdis-5137	34	16	possible	possible	ADJ
ajpdis-5137	34	17	losses	loss	NOUN
ajpdis-5137	34	18	resulting	result	VERB
ajpdis-5137	34	19	from	from	ADP
ajpdis-5137	34	20	adverse	adverse	ADJ
ajpdis-5137	34	21	changes	change	NOUN
ajpdis-5137	34	22	in	in	ADP
ajpdis-5137	34	23	the	the	DET
ajpdis-5137	34	24	market	market	NOUN
ajpdis-5137	34	25	,	,	PUNCT
ajpdis-5137	34	26	including	include	VERB
ajpdis-5137	34	27	changes	change	NOUN
ajpdis-5137	34	28	in	in	ADP
ajpdis-5137	34	29	interest	interest	NOUN
ajpdis-5137	34	30	rates	rate	NOUN
ajpdis-5137	34	31	,	,	PUNCT
ajpdis-5137	34	32	exchange	exchange	NOUN
ajpdis-5137	34	33	rates	rate	NOUN
ajpdis-5137	34	34	and	and	CCONJ
ajpdis-5137	34	35	stock	stock	NOUN
ajpdis-5137	34	36	prices	price	NOUN
ajpdis-5137	34	37	.	.	PUNCT
ajpdis-5137	35	1	investors	investor	NOUN
ajpdis-5137	35	2	can	can	AUX
ajpdis-5137	35	3	use	use	VERB
ajpdis-5137	35	4	derivatives	derivative	NOUN
ajpdis-5137	35	5	such	such	ADJ
ajpdis-5137	35	6	as	as	ADP
ajpdis-5137	35	7	options	option	NOUN
ajpdis-5137	35	8	and	and	CCONJ
ajpdis-5137	35	9	futures	future	NOUN
ajpdis-5137	35	10	to	to	PART
ajpdis-5137	35	11	hedge	hedge	VERB
ajpdis-5137	35	12	against	against	ADP
ajpdis-5137	35	13	market	market	NOUN
ajpdis-5137	35	14	risk	risk	NOUN
ajpdis-5137	35	15	;	;	PUNCT
ajpdis-5137	35	16			ADJ
ajpdis-5137	35	17	credit	credit	NOUN
ajpdis-5137	35	18	risk	risk	NOUN
ajpdis-5137	35	19	:	:	PUNCT
ajpdis-5137	35	20	credit	credit	NOUN
ajpdis-5137	35	21	risk	risk	NOUN
ajpdis-5137	35	22	refers	refer	VERB
ajpdis-5137	35	23	to	to	ADP
ajpdis-5137	35	24	the	the	DET
ajpdis-5137	35	25	possibility	possibility	NOUN
ajpdis-5137	35	26	of	of	ADP
ajpdis-5137	35	27	non	non	ADJ
ajpdis-5137	35	28	-	-	NOUN
ajpdis-5137	35	29	payment	payment	NOUN
ajpdis-5137	35	30	by	by	ADP
ajpdis-5137	35	31	borrowers	borrower	NOUN
ajpdis-5137	35	32	or	or	CCONJ
ajpdis-5137	35	33	counterparties	counterpartie	NOUN
ajpdis-5137	35	34	.	.	PUNCT
ajpdis-5137	36	1	it	it	PRON
ajpdis-5137	36	2	is	be	AUX
ajpdis-5137	36	3	very	very	ADV
ajpdis-5137	36	4	important	important	ADJ
ajpdis-5137	36	5	to	to	PART
ajpdis-5137	36	6	assess	assess	VERB
ajpdis-5137	36	7	the	the	DET
ajpdis-5137	36	8	creditworthiness	creditworthiness	NOUN
ajpdis-5137	36	9	of	of	ADP
ajpdis-5137	36	10	borrowers	borrower	NOUN
ajpdis-5137	36	11	before	before	ADP
ajpdis-5137	36	12	lending	lend	VERB
ajpdis-5137	36	13	or	or	CCONJ
ajpdis-5137	36	14	investing	invest	VERB
ajpdis-5137	36	15	in	in	ADP
ajpdis-5137	36	16	securities[5	securities[5	NOUN
ajpdis-5137	36	17	]	]	PUNCT
ajpdis-5137	36	18	;	;	PUNCT
ajpdis-5137	36	19			ADJ
ajpdis-5137	36	20	operational	operational	ADJ
ajpdis-5137	36	21	risk	risk	NOUN
ajpdis-5137	36	22	:	:	PUNCT
ajpdis-5137	36	23	operational	operational	ADJ
ajpdis-5137	36	24	risk	risk	NOUN
ajpdis-5137	36	25	includes	include	VERB
ajpdis-5137	36	26	risks	risk	NOUN
ajpdis-5137	36	27	related	relate	VERB
ajpdis-5137	36	28	to	to	ADP
ajpdis-5137	36	29	internal	internal	ADJ
ajpdis-5137	36	30	processes	process	NOUN
ajpdis-5137	36	31	,	,	PUNCT
ajpdis-5137	36	32	systems	system	NOUN
ajpdis-5137	36	33	and	and	CCONJ
ajpdis-5137	36	34	human	human	ADJ
ajpdis-5137	36	35	errors	error	NOUN
ajpdis-5137	36	36	.	.	PUNCT
ajpdis-5137	37	1	it	it	PRON
ajpdis-5137	37	2	includes	include	VERB
ajpdis-5137	37	3	fraud	fraud	NOUN
ajpdis-5137	37	4	,	,	PUNCT
ajpdis-5137	37	5	technology	technology	NOUN
ajpdis-5137	37	6	failures	failure	NOUN
ajpdis-5137	37	7	and	and	CCONJ
ajpdis-5137	37	8	non	non	ADJ
ajpdis-5137	37	9	-	-	NOUN
ajpdis-5137	37	10	compliance	compliance	NOUN
ajpdis-5137	37	11	with	with	ADP
ajpdis-5137	37	12	regulations	regulation	NOUN
ajpdis-5137	37	13	.	.	PUNCT
ajpdis-5137	38	1	strong	strong	ADJ
ajpdis-5137	38	2	internal	internal	ADJ
ajpdis-5137	38	3	controls	control	NOUN
ajpdis-5137	38	4	and	and	CCONJ
ajpdis-5137	38	5	contingency	contingency	NOUN
ajpdis-5137	38	6	plans	plan	NOUN
ajpdis-5137	38	7	are	be	AUX
ajpdis-5137	38	8	critical	critical	ADJ
ajpdis-5137	38	9	to	to	ADP
ajpdis-5137	38	10	mitigating	mitigate	VERB
ajpdis-5137	38	11	operational	operational	ADJ
ajpdis-5137	38	12	risk	risk	NOUN
ajpdis-5137	38	13	;	;	PUNCT
ajpdis-5137	38	14			ADJ
ajpdis-5137	38	15	liquidity	liquidity	NOUN
ajpdis-5137	38	16	risk	risk	NOUN
ajpdis-5137	38	17	:	:	PUNCT
ajpdis-5137	38	18	liquidity	liquidity	NOUN
ajpdis-5137	38	19	risk	risk	NOUN
ajpdis-5137	38	20	occurs	occur	VERB
ajpdis-5137	38	21	when	when	SCONJ
ajpdis-5137	38	22	a	a	DET
ajpdis-5137	38	23	market	market	NOUN
ajpdis-5137	38	24	participant	participant	NOUN
ajpdis-5137	38	25	is	be	AUX
ajpdis-5137	38	26	unable	unable	ADJ
ajpdis-5137	38	27	to	to	PART
ajpdis-5137	38	28	quickly	quickly	ADV
ajpdis-5137	38	29	buy	buy	VERB
ajpdis-5137	38	30	or	or	CCONJ
ajpdis-5137	38	31	sell	sell	VERB
ajpdis-5137	38	32	an	an	DET
ajpdis-5137	38	33	asset	asset	NOUN
ajpdis-5137	38	34	without	without	ADP
ajpdis-5137	38	35	significantly	significantly	ADV
ajpdis-5137	38	36	affecting	affect	VERB
ajpdis-5137	38	37	its	its	PRON
ajpdis-5137	38	38	price	price	NOUN
ajpdis-5137	38	39	.	.	PUNCT
ajpdis-5137	39	1	adequate	adequate	ADJ
ajpdis-5137	39	2	liquidity	liquidity	NOUN
ajpdis-5137	39	3	management	management	NOUN
ajpdis-5137	39	4	ensures	ensure	VERB
ajpdis-5137	39	5	that	that	SCONJ
ajpdis-5137	39	6	assets	asset	NOUN
ajpdis-5137	39	7	are	be	AUX
ajpdis-5137	39	8	converted	convert	VERB
ajpdis-5137	39	9	into	into	ADP
ajpdis-5137	39	10	cash	cash	NOUN
ajpdis-5137	39	11	when	when	SCONJ
ajpdis-5137	39	12	needed	need	VERB
ajpdis-5137	39	13	;	;	PUNCT
ajpdis-5137	39	14			ADJ
ajpdis-5137	39	15	systemic	systemic	ADJ
ajpdis-5137	39	16	risk	risk	NOUN
ajpdis-5137	39	17	:	:	PUNCT
ajpdis-5137	39	18	systemic	systemic	ADJ
ajpdis-5137	39	19	risk	risk	NOUN
ajpdis-5137	39	20	refers	refer	VERB
ajpdis-5137	39	21	to	to	ADP
ajpdis-5137	39	22	risks	risk	NOUN
ajpdis-5137	39	23	affecting	affect	VERB
ajpdis-5137	39	24	multiple	multiple	ADJ
ajpdis-5137	39	25	institutions	institution	NOUN
ajpdis-5137	39	26	and	and	CCONJ
ajpdis-5137	39	27	markets	market	NOUN
ajpdis-5137	39	28	that	that	PRON
ajpdis-5137	39	29	may	may	AUX
ajpdis-5137	39	30	cause	cause	VERB
ajpdis-5137	39	31	widespread	widespread	ADJ
ajpdis-5137	39	32	disruptions	disruption	NOUN
ajpdis-5137	39	33	in	in	ADP
ajpdis-5137	39	34	the	the	DET
ajpdis-5137	39	35	financial	financial	ADJ
ajpdis-5137	39	36	system	system	NOUN
ajpdis-5137	39	37	.	.	PUNCT
ajpdis-5137	40	1	this	this	PRON
ajpdis-5137	40	2	can	can	AUX
ajpdis-5137	40	3	occur	occur	VERB
ajpdis-5137	40	4	as	as	ADP
ajpdis-5137	40	5	a	a	DET
ajpdis-5137	40	6	result	result	NOUN
ajpdis-5137	40	7	of	of	ADP
ajpdis-5137	40	8	factors	factor	NOUN
ajpdis-5137	40	9	such	such	ADJ
ajpdis-5137	40	10	as	as	ADP
ajpdis-5137	40	11	economic	economic	ADJ
ajpdis-5137	40	12	crises	crisis	NOUN
ajpdis-5137	40	13	,	,	PUNCT
ajpdis-5137	40	14	financial	financial	ADJ
ajpdis-5137	40	15	crises	crisis	NOUN
ajpdis-5137	40	16	or	or	CCONJ
ajpdis-5137	40	17	geopolitical	geopolitical	ADJ
ajpdis-5137	40	18	events	event	NOUN
ajpdis-5137	40	19	.	.	PUNCT
ajpdis-5137	41	1	risk	risk	NOUN
ajpdis-5137	41	2	management	management	NOUN
ajpdis-5137	41	3	methods	method	NOUN
ajpdis-5137	41	4	:	:	PUNCT
ajpdis-5137	42	1			NUM
ajpdis-5137	42	2	hedging	hedging	NOUN
ajpdis-5137	42	3	:	:	PUNCT
ajpdis-5137	42	4	hedging	hedging	NOUN
ajpdis-5137	42	5	involves	involve	VERB
ajpdis-5137	42	6	the	the	DET
ajpdis-5137	42	7	use	use	NOUN
ajpdis-5137	42	8	of	of	ADP
ajpdis-5137	42	9	derivative	derivative	ADJ
ajpdis-5137	42	10	instruments	instrument	NOUN
ajpdis-5137	42	11	such	such	ADJ
ajpdis-5137	42	12	as	as	ADP
ajpdis-5137	42	13	futures	future	NOUN
ajpdis-5137	42	14	,	,	PUNCT
ajpdis-5137	42	15	options	option	NOUN
ajpdis-5137	42	16	and	and	CCONJ
ajpdis-5137	42	17	swaps	swap	NOUN
ajpdis-5137	42	18	to	to	PART
ajpdis-5137	42	19	offset	offset	VERB
ajpdis-5137	42	20	potential	potential	ADJ
ajpdis-5137	42	21	losses	loss	NOUN
ajpdis-5137	42	22	or	or	CCONJ
ajpdis-5137	42	23	gains	gain	NOUN
ajpdis-5137	42	24	in	in	ADP
ajpdis-5137	42	25	the	the	DET
ajpdis-5137	42	26	underlying	underlie	VERB
ajpdis-5137	42	27	asset	asset	NOUN
ajpdis-5137	42	28	.	.	PUNCT
ajpdis-5137	43	1	for	for	ADP
ajpdis-5137	43	2	example	example	NOUN
ajpdis-5137	43	3	,	,	PUNCT
ajpdis-5137	43	4	a	a	DET
ajpdis-5137	43	5	company	company	NOUN
ajpdis-5137	43	6	may	may	AUX
ajpdis-5137	43	7	use	use	VERB
ajpdis-5137	43	8	futures	future	NOUN
ajpdis-5137	43	9	contracts	contract	NOUN
ajpdis-5137	43	10	to	to	PART
ajpdis-5137	43	11	hedge	hedge	VERB
ajpdis-5137	43	12	against	against	ADP
ajpdis-5137	43	13	adverse	adverse	ADJ
ajpdis-5137	43	14	changes	change	NOUN
ajpdis-5137	43	15	in	in	ADP
ajpdis-5137	43	16	the	the	DET
ajpdis-5137	43	17	price	price	NOUN
ajpdis-5137	43	18	of	of	ADP
ajpdis-5137	43	19	commodities	commodity	NOUN
ajpdis-5137	43	20	needed	need	VERB
ajpdis-5137	43	21	for	for	ADP
ajpdis-5137	43	22	production	production	NOUN
ajpdis-5137	43	23	;	;	PUNCT
ajpdis-5137	43	24			NUM
ajpdis-5137	43	25	diversification	diversification	NOUN
ajpdis-5137	43	26	:	:	PUNCT
ajpdis-5137	43	27	spreading	spread	VERB
ajpdis-5137	43	28	investments	investment	NOUN
ajpdis-5137	43	29	across	across	ADP
ajpdis-5137	43	30	different	different	ADJ
ajpdis-5137	43	31	asset	asset	NOUN
ajpdis-5137	43	32	classes	class	NOUN
ajpdis-5137	43	33	,	,	PUNCT
ajpdis-5137	43	34	sectors	sector	NOUN
ajpdis-5137	43	35	or	or	CCONJ
ajpdis-5137	43	36	geographic	geographic	ADJ
ajpdis-5137	43	37	regions	region	NOUN
ajpdis-5137	43	38	helps	help	VERB
ajpdis-5137	43	39	reduce	reduce	VERB
ajpdis-5137	43	40	risk	risk	NOUN
ajpdis-5137	43	41	by	by	ADP
ajpdis-5137	43	42	avoiding	avoid	VERB
ajpdis-5137	43	43	concentration	concentration	NOUN
ajpdis-5137	43	44	in	in	ADP
ajpdis-5137	43	45	one	one	NUM
ajpdis-5137	43	46	area	area	NOUN
ajpdis-5137	43	47	.	.	PUNCT
ajpdis-5137	44	1	this	this	DET
ajpdis-5137	44	2	strategy	strategy	NOUN
ajpdis-5137	44	3	aims	aim	VERB
ajpdis-5137	44	4	to	to	PART
ajpdis-5137	44	5	minimize	minimize	VERB
ajpdis-5137	44	6	the	the	DET
ajpdis-5137	44	7	impact	impact	NOUN
ajpdis-5137	44	8	of	of	ADP
ajpdis-5137	44	9	negative	negative	ADJ
ajpdis-5137	44	10	events	event	NOUN
ajpdis-5137	44	11	on	on	ADP
ajpdis-5137	44	12	the	the	DET
ajpdis-5137	44	13	overall	overall	ADJ
ajpdis-5137	44	14	portfolio	portfolio	NOUN
ajpdis-5137	44	15	;	;	PUNCT
ajpdis-5137	44	16			ADP
ajpdis-5137	44	17	risk	risk	NOUN
ajpdis-5137	44	18	assessment	assessment	NOUN
ajpdis-5137	44	19	and	and	CCONJ
ajpdis-5137	44	20	monitoring	monitoring	NOUN
ajpdis-5137	44	21	:	:	PUNCT
ajpdis-5137	44	22	regular	regular	ADJ
ajpdis-5137	44	23	risk	risk	NOUN
ajpdis-5137	44	24	assessment	assessment	NOUN
ajpdis-5137	44	25	and	and	CCONJ
ajpdis-5137	44	26	monitoring	monitoring	NOUN
ajpdis-5137	44	27	allows	allow	VERB
ajpdis-5137	44	28	organizations	organization	NOUN
ajpdis-5137	44	29	to	to	PART
ajpdis-5137	44	30	identify	identify	VERB
ajpdis-5137	44	31	emerging	emerge	VERB
ajpdis-5137	44	32	risks	risk	NOUN
ajpdis-5137	44	33	and	and	CCONJ
ajpdis-5137	44	34	take	take	VERB
ajpdis-5137	44	35	timely	timely	ADJ
ajpdis-5137	44	36	measures	measure	NOUN
ajpdis-5137	44	37	to	to	PART
ajpdis-5137	44	38	reduce	reduce	VERB
ajpdis-5137	44	39	them	they	PRON
ajpdis-5137	44	40	.	.	PUNCT
ajpdis-5137	45	1	this	this	DET
ajpdis-5137	45	2	process	process	NOUN
ajpdis-5137	45	3	includes	include	VERB
ajpdis-5137	45	4	conducting	conduct	VERB
ajpdis-5137	45	5	risk	risk	NOUN
ajpdis-5137	45	6	assessments	assessment	NOUN
ajpdis-5137	45	7	,	,	PUNCT
ajpdis-5137	45	8	stress	stress	NOUN
ajpdis-5137	45	9	tests	test	NOUN
ajpdis-5137	45	10	,	,	PUNCT
ajpdis-5137	45	11	and	and	CCONJ
ajpdis-5137	45	12	scenario	scenario	NOUN
ajpdis-5137	45	13	analysis	analysis	NOUN
ajpdis-5137	45	14	to	to	PART
ajpdis-5137	45	15	understand	understand	VERB
ajpdis-5137	45	16	potential	potential	ADJ
ajpdis-5137	45	17	outcomes[6	outcomes[6	PRON
ajpdis-5137	45	18	]	]	PUNCT
ajpdis-5137	45	19	.	.	PUNCT
ajpdis-5137	46	1	203	203	NUM
ajpdis-5137	46	2	journal	journal	NOUN
ajpdis-5137	46	3	of	of	ADP
ajpdis-5137	46	4	public	public	ADJ
ajpdis-5137	46	5	diplomacy	diplomacy	NOUN
ajpdis-5137	46	6	and	and	CCONJ
ajpdis-5137	46	7	international	international	ADJ
ajpdis-5137	46	8	studies	study	NOUN
ajpdis-5137	46	9	www	www	PROPN
ajpdis-5137	46	10	.	.	PUNCT
ajpdis-5137	47	1	grnjournal.us	grnjournal.us	X
ajpdis-5137	47	2	risk	risk	NOUN
ajpdis-5137	47	3	management	management	NOUN
ajpdis-5137	47	4	issues	issue	NOUN
ajpdis-5137	47	5	:	:	PUNCT
ajpdis-5137	47	6			NUM
ajpdis-5137	47	7	lack	lack	NOUN
ajpdis-5137	47	8	of	of	ADP
ajpdis-5137	47	9	information	information	NOUN
ajpdis-5137	47	10	:	:	PUNCT
ajpdis-5137	47	11	accurate	accurate	ADJ
ajpdis-5137	47	12	and	and	CCONJ
ajpdis-5137	47	13	timely	timely	ADJ
ajpdis-5137	47	14	information	information	NOUN
ajpdis-5137	47	15	is	be	AUX
ajpdis-5137	47	16	essential	essential	ADJ
ajpdis-5137	47	17	for	for	ADP
ajpdis-5137	47	18	effective	effective	ADJ
ajpdis-5137	47	19	risk	risk	NOUN
ajpdis-5137	47	20	management	management	NOUN
ajpdis-5137	47	21	.	.	PUNCT
ajpdis-5137	48	1	however	however	ADV
ajpdis-5137	48	2	,	,	PUNCT
ajpdis-5137	48	3	the	the	DET
ajpdis-5137	48	4	availability	availability	NOUN
ajpdis-5137	48	5	and	and	CCONJ
ajpdis-5137	48	6	quality	quality	NOUN
ajpdis-5137	48	7	of	of	ADP
ajpdis-5137	48	8	data	datum	NOUN
ajpdis-5137	48	9	can	can	AUX
ajpdis-5137	48	10	cause	cause	VERB
ajpdis-5137	48	11	difficulties	difficulty	NOUN
ajpdis-5137	48	12	,	,	PUNCT
ajpdis-5137	48	13	especially	especially	ADV
ajpdis-5137	48	14	when	when	SCONJ
ajpdis-5137	48	15	dealing	deal	VERB
ajpdis-5137	48	16	with	with	ADP
ajpdis-5137	48	17	complex	complex	ADJ
ajpdis-5137	48	18	financial	financial	ADJ
ajpdis-5137	48	19	instruments	instrument	NOUN
ajpdis-5137	48	20	or	or	CCONJ
ajpdis-5137	48	21	emerging	emerge	VERB
ajpdis-5137	48	22	risks	risk	NOUN
ajpdis-5137	48	23	;	;	PUNCT
ajpdis-5137	48	24			NUM
ajpdis-5137	48	25	regulatory	regulatory	ADJ
ajpdis-5137	48	26	compliance	compliance	NOUN
ajpdis-5137	48	27	:	:	PUNCT
ajpdis-5137	48	28	financial	financial	ADJ
ajpdis-5137	48	29	markets	market	NOUN
ajpdis-5137	48	30	are	be	AUX
ajpdis-5137	48	31	subject	subject	ADJ
ajpdis-5137	48	32	to	to	ADP
ajpdis-5137	48	33	various	various	ADJ
ajpdis-5137	48	34	regulatory	regulatory	ADJ
ajpdis-5137	48	35	frameworks	framework	NOUN
ajpdis-5137	48	36	that	that	PRON
ajpdis-5137	48	37	require	require	VERB
ajpdis-5137	48	38	companies	company	NOUN
ajpdis-5137	48	39	to	to	PART
ajpdis-5137	48	40	adhere	adhere	VERB
ajpdis-5137	48	41	to	to	ADP
ajpdis-5137	48	42	certain	certain	ADJ
ajpdis-5137	48	43	risk	risk	NOUN
ajpdis-5137	48	44	management	management	NOUN
ajpdis-5137	48	45	practices	practice	NOUN
ajpdis-5137	48	46	.	.	PUNCT
ajpdis-5137	49	1	these	these	DET
ajpdis-5137	49	2	rules	rule	NOUN
ajpdis-5137	49	3	can	can	AUX
ajpdis-5137	49	4	be	be	AUX
ajpdis-5137	49	5	difficult	difficult	ADJ
ajpdis-5137	49	6	to	to	PART
ajpdis-5137	49	7	follow	follow	VERB
ajpdis-5137	49	8	as	as	SCONJ
ajpdis-5137	49	9	they	they	PRON
ajpdis-5137	49	10	often	often	ADV
ajpdis-5137	49	11	evolve	evolve	VERB
ajpdis-5137	49	12	and	and	CCONJ
ajpdis-5137	49	13	become	become	VERB
ajpdis-5137	49	14	more	more	ADV
ajpdis-5137	49	15	stringent	stringent	ADJ
ajpdis-5137	49	16	;	;	PUNCT
ajpdis-5137	49	17			NUM
ajpdis-5137	49	18	behavioral	behavioral	ADJ
ajpdis-5137	49	19	bias	bias	NOUN
ajpdis-5137	49	20	:	:	PUNCT
ajpdis-5137	49	21	human	human	ADJ
ajpdis-5137	49	22	behavior	behavior	NOUN
ajpdis-5137	49	23	can	can	AUX
ajpdis-5137	49	24	lead	lead	VERB
ajpdis-5137	49	25	to	to	ADP
ajpdis-5137	49	26	incorrect	incorrect	ADJ
ajpdis-5137	49	27	results	result	NOUN
ajpdis-5137	49	28	in	in	ADP
ajpdis-5137	49	29	risk	risk	NOUN
ajpdis-5137	49	30	management	management	NOUN
ajpdis-5137	49	31	decisions	decision	NOUN
ajpdis-5137	49	32	.	.	PUNCT
ajpdis-5137	50	1	understanding	understanding	NOUN
ajpdis-5137	50	2	and	and	CCONJ
ajpdis-5137	50	3	mitigating	mitigate	VERB
ajpdis-5137	50	4	these	these	DET
ajpdis-5137	50	5	misconceptions	misconception	NOUN
ajpdis-5137	50	6	is	be	AUX
ajpdis-5137	50	7	essential	essential	ADJ
ajpdis-5137	50	8	to	to	PART
ajpdis-5137	50	9	effective	effective	ADJ
ajpdis-5137	50	10	risk	risk	NOUN
ajpdis-5137	50	11	management	management	NOUN
ajpdis-5137	50	12	;	;	PUNCT
ajpdis-5137	50	13	risk	risk	NOUN
ajpdis-5137	50	14	is	be	AUX
ajpdis-5137	50	15	divided	divide	VERB
ajpdis-5137	50	16	into	into	ADP
ajpdis-5137	50	17	two	two	NUM
ajpdis-5137	50	18	types	type	NOUN
ajpdis-5137	50	19	,	,	PUNCT
ajpdis-5137	50	20	systematic	systematic	ADJ
ajpdis-5137	50	21	and	and	CCONJ
ajpdis-5137	50	22	unsystematic	unsystematic	ADJ
ajpdis-5137	50	23	,	,	PUNCT
ajpdis-5137	50	24	based	base	VERB
ajpdis-5137	50	25	on	on	ADP
ajpdis-5137	50	26	whether	whether	SCONJ
ajpdis-5137	50	27	it	it	PRON
ajpdis-5137	50	28	is	be	AUX
ajpdis-5137	50	29	specific	specific	ADJ
ajpdis-5137	50	30	to	to	ADP
ajpdis-5137	50	31	the	the	DET
ajpdis-5137	50	32	stock	stock	NOUN
ajpdis-5137	50	33	or	or	CCONJ
ajpdis-5137	50	34	affects	affect	VERB
ajpdis-5137	50	35	the	the	DET
ajpdis-5137	50	36	stock	stock	NOUN
ajpdis-5137	50	37	as	as	ADP
ajpdis-5137	50	38	a	a	DET
ajpdis-5137	50	39	whole	whole	NOUN
ajpdis-5137	50	40	.	.	PUNCT
ajpdis-5137	51	1	systematic	systematic	ADJ
ajpdis-5137	51	2	risk	risk	NOUN
ajpdis-5137	51	3	is	be	AUX
ajpdis-5137	51	4	a	a	DET
ajpdis-5137	51	5	risk	risk	NOUN
ajpdis-5137	51	6	that	that	PRON
ajpdis-5137	51	7	affects	affect	VERB
ajpdis-5137	51	8	the	the	DET
ajpdis-5137	51	9	entire	entire	ADJ
ajpdis-5137	51	10	market	market	NOUN
ajpdis-5137	51	11	(	(	PUNCT
ajpdis-5137	51	12	albeit	albeit	SCONJ
ajpdis-5137	51	13	in	in	ADP
ajpdis-5137	51	14	different	different	ADJ
ajpdis-5137	51	15	amounts	amount	NOUN
ajpdis-5137	51	16	)	)	PUNCT
ajpdis-5137	51	17	,	,	PUNCT
ajpdis-5137	51	18	in	in	ADP
ajpdis-5137	51	19	other	other	ADJ
ajpdis-5137	51	20	words	word	NOUN
ajpdis-5137	51	21	,	,	PUNCT
ajpdis-5137	51	22	it	it	PRON
ajpdis-5137	51	23	affects	affect	VERB
ajpdis-5137	51	24	all	all	DET
ajpdis-5137	51	25	stocks	stock	NOUN
ajpdis-5137	51	26	to	to	ADP
ajpdis-5137	51	27	a	a	DET
ajpdis-5137	51	28	different	different	ADJ
ajpdis-5137	51	29	degree	degree	NOUN
ajpdis-5137	51	30	.	.	PUNCT
ajpdis-5137	52	1	this	this	DET
ajpdis-5137	52	2	type	type	NOUN
ajpdis-5137	52	3	of	of	ADP
ajpdis-5137	52	4	risk	risk	NOUN
ajpdis-5137	52	5	exists	exist	VERB
ajpdis-5137	52	6	in	in	ADP
ajpdis-5137	52	7	any	any	DET
ajpdis-5137	52	8	situation	situation	NOUN
ajpdis-5137	52	9	and	and	CCONJ
ajpdis-5137	52	10	investors	investor	NOUN
ajpdis-5137	52	11	must	must	AUX
ajpdis-5137	52	12	take	take	VERB
ajpdis-5137	52	13	it	it	PRON
ajpdis-5137	52	14	into	into	ADP
ajpdis-5137	52	15	account	account	NOUN
ajpdis-5137	52	16	in	in	ADP
ajpdis-5137	52	17	order	order	NOUN
ajpdis-5137	52	18	to	to	PART
ajpdis-5137	52	19	make	make	VERB
ajpdis-5137	52	20	a	a	DET
ajpdis-5137	52	21	profit	profit	NOUN
ajpdis-5137	52	22	.	.	PUNCT
ajpdis-5137	53	1	but	but	CCONJ
ajpdis-5137	53	2	unsystematic	unsystematic	ADJ
ajpdis-5137	53	3	risk	risk	NOUN
ajpdis-5137	53	4	only	only	ADV
ajpdis-5137	53	5	affects	affect	VERB
ajpdis-5137	53	6	a	a	DET
ajpdis-5137	53	7	particular	particular	ADJ
ajpdis-5137	53	8	stock	stock	NOUN
ajpdis-5137	53	9	.	.	PUNCT
ajpdis-5137	54	1	this	this	DET
ajpdis-5137	54	2	type	type	NOUN
ajpdis-5137	54	3	of	of	ADP
ajpdis-5137	54	4	risk	risk	NOUN
ajpdis-5137	54	5	can	can	AUX
ajpdis-5137	54	6	be	be	AUX
ajpdis-5137	54	7	reduced	reduce	VERB
ajpdis-5137	54	8	by	by	ADP
ajpdis-5137	54	9	building	build	VERB
ajpdis-5137	54	10	a	a	DET
ajpdis-5137	54	11	diversified	diversified	ADJ
ajpdis-5137	54	12	stock	stock	NOUN
ajpdis-5137	54	13	portfolio[7	portfolio[7	PROPN
ajpdis-5137	54	14	]	]	PUNCT
ajpdis-5137	54	15	.	.	PUNCT
ajpdis-5137	55	1	because	because	SCONJ
ajpdis-5137	55	2	the	the	DET
ajpdis-5137	55	3	result	result	NOUN
ajpdis-5137	55	4	of	of	ADP
ajpdis-5137	55	5	unsystematic	unsystematic	ADJ
ajpdis-5137	55	6	risks	risk	NOUN
ajpdis-5137	55	7	associated	associate	VERB
ajpdis-5137	55	8	with	with	ADP
ajpdis-5137	55	9	different	different	ADJ
ajpdis-5137	55	10	stocks	stock	NOUN
ajpdis-5137	55	11	by	by	ADP
ajpdis-5137	55	12	forming	form	VERB
ajpdis-5137	55	13	a	a	DET
ajpdis-5137	55	14	stock	stock	NOUN
ajpdis-5137	55	15	portfolio	portfolio	NOUN
ajpdis-5137	55	16	is	be	AUX
ajpdis-5137	55	17	close	close	ADJ
ajpdis-5137	55	18	to	to	ADP
ajpdis-5137	55	19	zero	zero	NUM
ajpdis-5137	55	20	.	.	PUNCT
ajpdis-5137	56	1	before	before	ADP
ajpdis-5137	56	2	trading	trading	NOUN
ajpdis-5137	56	3	or	or	CCONJ
ajpdis-5137	56	4	investing	invest	VERB
ajpdis-5137	56	5	in	in	ADP
ajpdis-5137	56	6	the	the	DET
ajpdis-5137	56	7	market	market	NOUN
ajpdis-5137	56	8	,	,	PUNCT
ajpdis-5137	56	9	traders	trader	NOUN
ajpdis-5137	56	10	and	and	CCONJ
ajpdis-5137	56	11	investors	investor	NOUN
ajpdis-5137	56	12	should	should	AUX
ajpdis-5137	56	13	develop	develop	VERB
ajpdis-5137	56	14	a	a	DET
ajpdis-5137	56	15	risk	risk	NOUN
ajpdis-5137	56	16	management	management	NOUN
ajpdis-5137	56	17	strategy	strategy	NOUN
ajpdis-5137	56	18	and	and	CCONJ
ajpdis-5137	56	19	keep	keep	VERB
ajpdis-5137	56	20	in	in	ADP
ajpdis-5137	56	21	mind	mind	NOUN
ajpdis-5137	56	22	that	that	SCONJ
ajpdis-5137	56	23	financial	financial	ADJ
ajpdis-5137	56	24	risks	risk	NOUN
ajpdis-5137	56	25	can	can	AUX
ajpdis-5137	56	26	not	not	PART
ajpdis-5137	56	27	be	be	AUX
ajpdis-5137	56	28	completely	completely	ADV
ajpdis-5137	56	29	avoided	avoid	VERB
ajpdis-5137	56	30	.	.	PUNCT
ajpdis-5137	57	1	in	in	ADP
ajpdis-5137	57	2	general	general	ADJ
ajpdis-5137	57	3	,	,	PUNCT
ajpdis-5137	57	4	risk	risk	NOUN
ajpdis-5137	57	5	management	management	NOUN
ajpdis-5137	57	6	is	be	AUX
ajpdis-5137	57	7	a	a	DET
ajpdis-5137	57	8	complete	complete	ADJ
ajpdis-5137	57	9	study	study	NOUN
ajpdis-5137	57	10	and	and	CCONJ
ajpdis-5137	57	11	analysis	analysis	NOUN
ajpdis-5137	57	12	of	of	ADP
ajpdis-5137	57	13	how	how	SCONJ
ajpdis-5137	57	14	to	to	PART
ajpdis-5137	57	15	deal	deal	VERB
ajpdis-5137	57	16	with	with	ADP
ajpdis-5137	57	17	risks	risk	NOUN
ajpdis-5137	57	18	and	and	CCONJ
ajpdis-5137	57	19	,	,	PUNCT
ajpdis-5137	57	20	of	of	ADP
ajpdis-5137	57	21	course	course	NOUN
ajpdis-5137	57	22	,	,	PUNCT
ajpdis-5137	57	23	not	not	PART
ajpdis-5137	57	24	to	to	PART
ajpdis-5137	57	25	reduce	reduce	VERB
ajpdis-5137	57	26	their	their	PRON
ajpdis-5137	57	27	severity	severity	NOUN
ajpdis-5137	57	28	,	,	PUNCT
ajpdis-5137	57	29	but	but	CCONJ
ajpdis-5137	57	30	to	to	PART
ajpdis-5137	57	31	avoid	avoid	VERB
ajpdis-5137	57	32	various	various	ADJ
ajpdis-5137	57	33	risks	risk	NOUN
ajpdis-5137	57	34	.	.	PUNCT
ajpdis-5137	58	1	risk	risk	NOUN
ajpdis-5137	58	2	management	management	NOUN
ajpdis-5137	58	3	is	be	AUX
ajpdis-5137	58	4	the	the	DET
ajpdis-5137	58	5	identification	identification	NOUN
ajpdis-5137	58	6	,	,	PUNCT
ajpdis-5137	58	7	assessment	assessment	NOUN
ajpdis-5137	58	8	and	and	CCONJ
ajpdis-5137	58	9	monitoring	monitoring	NOUN
ajpdis-5137	58	10	of	of	ADP
ajpdis-5137	58	11	risks	risk	NOUN
ajpdis-5137	58	12	in	in	ADP
ajpdis-5137	58	13	accordance	accordance	NOUN
ajpdis-5137	58	14	with	with	ADP
ajpdis-5137	58	15	conditions	condition	NOUN
ajpdis-5137	58	16	and	and	CCONJ
ajpdis-5137	58	17	strategy	strategy	NOUN
ajpdis-5137	58	18	.	.	PUNCT
ajpdis-5137	59	1	one	one	NUM
ajpdis-5137	59	2	of	of	ADP
ajpdis-5137	59	3	the	the	DET
ajpdis-5137	59	4	most	most	ADV
ajpdis-5137	59	5	common	common	ADJ
ajpdis-5137	59	6	mistakes	mistake	NOUN
ajpdis-5137	59	7	made	make	VERB
ajpdis-5137	59	8	by	by	ADP
ajpdis-5137	59	9	traders	trader	NOUN
ajpdis-5137	59	10	in	in	ADP
ajpdis-5137	59	11	the	the	DET
ajpdis-5137	59	12	capital	capital	NOUN
ajpdis-5137	59	13	market	market	NOUN
ajpdis-5137	59	14	is	be	AUX
ajpdis-5137	59	15	the	the	DET
ajpdis-5137	59	16	risk	risk	NOUN
ajpdis-5137	59	17	calculation	calculation	NOUN
ajpdis-5137	59	18	error	error	NOUN
ajpdis-5137	59	19	.	.	PUNCT
ajpdis-5137	60	1	in	in	ADP
ajpdis-5137	60	2	addition	addition	NOUN
ajpdis-5137	60	3	,	,	PUNCT
ajpdis-5137	60	4	there	there	PRON
ajpdis-5137	60	5	is	be	VERB
ajpdis-5137	60	6	also	also	ADV
ajpdis-5137	60	7	the	the	DET
ajpdis-5137	60	8	concept	concept	NOUN
ajpdis-5137	60	9	of	of	ADP
ajpdis-5137	60	10	flexible	flexible	ADJ
ajpdis-5137	60	11	risk	risk	NOUN
ajpdis-5137	60	12	management	management	NOUN
ajpdis-5137	60	13	,	,	PUNCT
ajpdis-5137	60	14	that	that	ADV
ajpdis-5137	60	15	is	is	ADV
ajpdis-5137	60	16	,	,	PUNCT
ajpdis-5137	60	17	flexible	flexible	ADJ
ajpdis-5137	60	18	risk	risk	NOUN
ajpdis-5137	60	19	management	management	NOUN
ajpdis-5137	60	20	is	be	AUX
ajpdis-5137	60	21	a	a	DET
ajpdis-5137	60	22	strategic	strategic	ADJ
ajpdis-5137	60	23	approach	approach	NOUN
ajpdis-5137	60	24	to	to	ADP
ajpdis-5137	60	25	risk	risk	NOUN
ajpdis-5137	60	26	management	management	NOUN
ajpdis-5137	60	27	,	,	PUNCT
ajpdis-5137	60	28	which	which	PRON
ajpdis-5137	60	29	includes	include	VERB
ajpdis-5137	60	30	continuous	continuous	ADJ
ajpdis-5137	60	31	monitoring	monitoring	NOUN
ajpdis-5137	60	32	,	,	PUNCT
ajpdis-5137	60	33	evaluation	evaluation	NOUN
ajpdis-5137	60	34	and	and	CCONJ
ajpdis-5137	60	35	adaptation	adaptation	NOUN
ajpdis-5137	60	36	of	of	ADP
ajpdis-5137	60	37	risk	risk	NOUN
ajpdis-5137	60	38	management	management	NOUN
ajpdis-5137	60	39	practices	practice	NOUN
ajpdis-5137	60	40	to	to	ADP
ajpdis-5137	60	41	changing	change	VERB
ajpdis-5137	60	42	conditions	condition	NOUN
ajpdis-5137	60	43	.	.	PUNCT
ajpdis-5137	61	1	it	it	PRON
ajpdis-5137	61	2	aggregates	aggregate	VERB
ajpdis-5137	61	3	risk	risk	NOUN
ajpdis-5137	61	4	data	datum	NOUN
ajpdis-5137	61	5	related	relate	VERB
ajpdis-5137	61	6	to	to	ADP
ajpdis-5137	61	7	users	user	NOUN
ajpdis-5137	61	8	and	and	CCONJ
ajpdis-5137	61	9	activities	activity	NOUN
ajpdis-5137	61	10	,	,	PUNCT
ajpdis-5137	61	11	analyzes	analyze	VERB
ajpdis-5137	61	12	business	business	NOUN
ajpdis-5137	61	13	risks	risk	NOUN
ajpdis-5137	61	14	,	,	PUNCT
ajpdis-5137	61	15	and	and	CCONJ
ajpdis-5137	61	16	provides	provide	VERB
ajpdis-5137	61	17	mitigation	mitigation	NOUN
ajpdis-5137	61	18	advice	advice	NOUN
ajpdis-5137	61	19	.	.	PUNCT
ajpdis-5137	62	1	using	use	VERB
ajpdis-5137	62	2	innovative	innovative	ADJ
ajpdis-5137	62	3	algorithms	algorithm	NOUN
ajpdis-5137	62	4	,	,	PUNCT
ajpdis-5137	62	5	flexible	flexible	ADJ
ajpdis-5137	62	6	risk	risk	NOUN
ajpdis-5137	62	7	management	management	NOUN
ajpdis-5137	62	8	services	service	NOUN
ajpdis-5137	62	9	redefine	redefine	VERB
ajpdis-5137	62	10	loss	loss	NOUN
ajpdis-5137	62	11	control	control	NOUN
ajpdis-5137	62	12	and	and	CCONJ
ajpdis-5137	62	13	risk	risk	NOUN
ajpdis-5137	62	14	verification	verification	NOUN
ajpdis-5137	62	15	processes	process	NOUN
ajpdis-5137	62	16	.	.	PUNCT
ajpdis-5137	63	1	at	at	ADP
ajpdis-5137	63	2	the	the	DET
ajpdis-5137	63	3	same	same	ADJ
ajpdis-5137	63	4	time	time	NOUN
ajpdis-5137	63	5	,	,	PUNCT
ajpdis-5137	63	6	if	if	SCONJ
ajpdis-5137	63	7	we	we	PRON
ajpdis-5137	63	8	talk	talk	VERB
ajpdis-5137	63	9	about	about	ADP
ajpdis-5137	63	10	quantitative	quantitative	ADJ
ajpdis-5137	63	11	and	and	CCONJ
ajpdis-5137	63	12	qualitative	qualitative	ADJ
ajpdis-5137	63	13	approaches	approach	NOUN
ajpdis-5137	63	14	to	to	PART
ajpdis-5137	63	15	risk	risk	NOUN
ajpdis-5137	63	16	assessment	assessment	NOUN
ajpdis-5137	63	17	,	,	PUNCT
ajpdis-5137	63	18	two	two	NUM
ajpdis-5137	63	19	main	main	ADJ
ajpdis-5137	63	20	approaches	approach	NOUN
ajpdis-5137	63	21	are	be	AUX
ajpdis-5137	63	22	usually	usually	ADV
ajpdis-5137	63	23	used	use	VERB
ajpdis-5137	63	24	when	when	SCONJ
ajpdis-5137	63	25	it	it	PRON
ajpdis-5137	63	26	comes	come	VERB
ajpdis-5137	63	27	to	to	ADP
ajpdis-5137	63	28	risk	risk	NOUN
ajpdis-5137	63	29	assessment	assessment	NOUN
ajpdis-5137	63	30	:	:	PUNCT
ajpdis-5137	63	31	quantitative	quantitative	ADJ
ajpdis-5137	63	32	and	and	CCONJ
ajpdis-5137	63	33	qualitative	qualitative	ADJ
ajpdis-5137	63	34	.	.	PUNCT
ajpdis-5137	64	1	quantitative	quantitative	ADJ
ajpdis-5137	64	2	risk	risk	NOUN
ajpdis-5137	64	3	assessment	assessment	NOUN
ajpdis-5137	64	4	involves	involve	VERB
ajpdis-5137	64	5	the	the	DET
ajpdis-5137	64	6	use	use	NOUN
ajpdis-5137	64	7	of	of	ADP
ajpdis-5137	64	8	mathematical	mathematical	ADJ
ajpdis-5137	64	9	models	model	NOUN
ajpdis-5137	64	10	and	and	CCONJ
ajpdis-5137	64	11	statistical	statistical	ADJ
ajpdis-5137	64	12	analysis	analysis	NOUN
ajpdis-5137	64	13	to	to	PART
ajpdis-5137	64	14	measure	measure	VERB
ajpdis-5137	64	15	and	and	CCONJ
ajpdis-5137	64	16	predict	predict	VERB
ajpdis-5137	64	17	potential	potential	ADJ
ajpdis-5137	64	18	losses[8	losses[8	PROPN
ajpdis-5137	64	19	]	]	PUNCT
ajpdis-5137	64	20	.	.	PUNCT
ajpdis-5137	65	1	qualitative	qualitative	ADJ
ajpdis-5137	65	2	risk	risk	NOUN
ajpdis-5137	65	3	assessment	assessment	NOUN
ajpdis-5137	65	4	,	,	PUNCT
ajpdis-5137	65	5	on	on	ADP
ajpdis-5137	65	6	the	the	DET
ajpdis-5137	65	7	other	other	ADJ
ajpdis-5137	65	8	hand	hand	NOUN
ajpdis-5137	65	9	,	,	PUNCT
ajpdis-5137	65	10	relies	rely	VERB
ajpdis-5137	65	11	more	more	ADJ
ajpdis-5137	65	12	on	on	ADP
ajpdis-5137	65	13	subjective	subjective	ADJ
ajpdis-5137	65	14	judgment	judgment	NOUN
ajpdis-5137	65	15	and	and	CCONJ
ajpdis-5137	65	16	expert	expert	ADJ
ajpdis-5137	65	17	judgment	judgment	NOUN
ajpdis-5137	65	18	.	.	PUNCT
ajpdis-5137	66	1	both	both	DET
ajpdis-5137	66	2	approaches	approach	NOUN
ajpdis-5137	66	3	have	have	VERB
ajpdis-5137	66	4	their	their	PRON
ajpdis-5137	66	5	merits	merit	NOUN
ajpdis-5137	66	6	,	,	PUNCT
ajpdis-5137	66	7	and	and	CCONJ
ajpdis-5137	66	8	a	a	DET
ajpdis-5137	66	9	combination	combination	NOUN
ajpdis-5137	66	10	of	of	ADP
ajpdis-5137	66	11	the	the	DET
ajpdis-5137	66	12	two	two	NUM
ajpdis-5137	66	13	provides	provide	VERB
ajpdis-5137	66	14	a	a	DET
ajpdis-5137	66	15	more	more	ADV
ajpdis-5137	66	16	complete	complete	ADJ
ajpdis-5137	66	17	understanding	understanding	NOUN
ajpdis-5137	66	18	of	of	ADP
ajpdis-5137	66	19	risk	risk	NOUN
ajpdis-5137	66	20	.	.	PUNCT
ajpdis-5137	67	1	conclusion	conclusion	NOUN
ajpdis-5137	67	2	in	in	ADP
ajpdis-5137	67	3	conclusion	conclusion	NOUN
ajpdis-5137	67	4	,	,	PUNCT
ajpdis-5137	67	5	risk	risk	NOUN
ajpdis-5137	67	6	management	management	NOUN
ajpdis-5137	67	7	is	be	AUX
ajpdis-5137	67	8	an	an	DET
ajpdis-5137	67	9	important	important	ADJ
ajpdis-5137	67	10	aspect	aspect	NOUN
ajpdis-5137	67	11	of	of	ADP
ajpdis-5137	67	12	investing	invest	VERB
ajpdis-5137	67	13	in	in	ADP
ajpdis-5137	67	14	the	the	DET
ajpdis-5137	67	15	stock	stock	NOUN
ajpdis-5137	67	16	market	market	NOUN
ajpdis-5137	67	17	.	.	PUNCT
ajpdis-5137	68	1	since	since	SCONJ
ajpdis-5137	68	2	the	the	DET
ajpdis-5137	68	3	stock	stock	NOUN
ajpdis-5137	68	4	market	market	NOUN
ajpdis-5137	68	5	is	be	AUX
ajpdis-5137	68	6	inherently	inherently	ADV
ajpdis-5137	68	7	volatile	volatile	ADJ
ajpdis-5137	68	8	and	and	CCONJ
ajpdis-5137	68	9	subject	subject	ADJ
ajpdis-5137	68	10	to	to	ADP
ajpdis-5137	68	11	many	many	ADJ
ajpdis-5137	68	12	risks	risk	NOUN
ajpdis-5137	68	13	,	,	PUNCT
ajpdis-5137	68	14	implementing	implement	VERB
ajpdis-5137	68	15	a	a	DET
ajpdis-5137	68	16	well	well	ADV
ajpdis-5137	68	17	-	-	PUNCT
ajpdis-5137	68	18	defined	define	VERB
ajpdis-5137	68	19	risk	risk	NOUN
ajpdis-5137	68	20	management	management	NOUN
ajpdis-5137	68	21	strategy	strategy	NOUN
ajpdis-5137	68	22	is	be	AUX
ajpdis-5137	68	23	essential	essential	ADJ
ajpdis-5137	68	24	to	to	PART
ajpdis-5137	68	25	minimize	minimize	VERB
ajpdis-5137	68	26	potential	potential	ADJ
ajpdis-5137	68	27	losses	loss	NOUN
ajpdis-5137	68	28	and	and	CCONJ
ajpdis-5137	68	29	maximize	maximize	VERB
ajpdis-5137	68	30	returns	return	NOUN
ajpdis-5137	68	31	.	.	PUNCT
ajpdis-5137	69	1	the	the	DET
ajpdis-5137	69	2	importance	importance	NOUN
ajpdis-5137	69	3	of	of	ADP
ajpdis-5137	69	4	risk	risk	NOUN
ajpdis-5137	69	5	management	management	NOUN
ajpdis-5137	69	6	in	in	ADP
ajpdis-5137	69	7	the	the	DET
ajpdis-5137	69	8	stock	stock	NOUN
ajpdis-5137	69	9	market	market	NOUN
ajpdis-5137	69	10	can	can	AUX
ajpdis-5137	69	11	not	not	PART
ajpdis-5137	69	12	be	be	AUX
ajpdis-5137	69	13	overstated	overstate	VERB
ajpdis-5137	69	14	as	as	SCONJ
ajpdis-5137	69	15	it	it	PRON
ajpdis-5137	69	16	allows	allow	VERB
ajpdis-5137	69	17	investors	investor	NOUN
ajpdis-5137	69	18	to	to	PART
ajpdis-5137	69	19	navigate	navigate	VERB
ajpdis-5137	69	20	the	the	DET
ajpdis-5137	69	21	complexities	complexity	NOUN
ajpdis-5137	69	22	of	of	ADP
ajpdis-5137	69	23	the	the	DET
ajpdis-5137	69	24	market	market	NOUN
ajpdis-5137	69	25	and	and	CCONJ
ajpdis-5137	69	26	achieve	achieve	VERB
ajpdis-5137	69	27	their	their	PRON
ajpdis-5137	69	28	investment	investment	NOUN
ajpdis-5137	69	29	goals	goal	NOUN
ajpdis-5137	69	30	while	while	SCONJ
ajpdis-5137	69	31	maintaining	maintain	VERB
ajpdis-5137	69	32	a	a	DET
ajpdis-5137	69	33	degree	degree	NOUN
ajpdis-5137	69	34	of	of	ADP
ajpdis-5137	69	35	control	control	NOUN
ajpdis-5137	69	36	over	over	ADP
ajpdis-5137	69	37	their	their	PRON
ajpdis-5137	69	38	portfolios	portfolio	NOUN
ajpdis-5137	69	39	.	.	PUNCT
ajpdis-5137	70	1	by	by	ADP
ajpdis-5137	70	2	prioritizing	prioritize	VERB
ajpdis-5137	70	3	risk	risk	NOUN
ajpdis-5137	70	4	management	management	NOUN
ajpdis-5137	70	5	in	in	ADP
ajpdis-5137	70	6	their	their	PRON
ajpdis-5137	70	7	investment	investment	NOUN
ajpdis-5137	70	8	strategy	strategy	NOUN
ajpdis-5137	70	9	,	,	PUNCT
ajpdis-5137	70	10	investors	investor	NOUN
ajpdis-5137	70	11	can	can	AUX
ajpdis-5137	70	12	optimize	optimize	VERB
ajpdis-5137	70	13	their	their	PRON
ajpdis-5137	70	14	returns	return	NOUN
ajpdis-5137	70	15	and	and	CCONJ
ajpdis-5137	70	16	achieve	achieve	VERB
ajpdis-5137	70	17	long	long	ADJ
ajpdis-5137	70	18	-	-	PUNCT
ajpdis-5137	70	19	term	term	NOUN
ajpdis-5137	70	20	financial	financial	ADJ
ajpdis-5137	70	21	success	success	NOUN
ajpdis-5137	70	22	.	.	PUNCT
ajpdis-5137	71	1	references	reference	NOUN
ajpdis-5137	71	2	:	:	PUNCT
ajpdis-5137	71	3	1	1	X
ajpdis-5137	71	4	.	.	X
ajpdis-5137	71	5	samimi	samimi	VERB
ajpdis-5137	71	6	a	a	DET
ajpdis-5137	71	7	,	,	PUNCT
ajpdis-5137	71	8	(	(	PUNCT
ajpdis-5137	71	9	book	book	NOUN
ajpdis-5137	71	10	)	)	PUNCT
ajpdis-5137	71	11	.	.	PUNCT
ajpdis-5137	72	1	a	a	DET
ajpdis-5137	72	2	review	review	NOUN
ajpdis-5137	72	3	of	of	ADP
ajpdis-5137	72	4	risk	risk	NOUN
ajpdis-5137	72	5	management	management	NOUN
ajpdis-5137	72	6	(	(	PUNCT
ajpdis-5137	72	7	according	accord	VERB
ajpdis-5137	72	8	to	to	ADP
ajpdis-5137	72	9	iso	iso	PROPN
ajpdis-5137	72	10	31000	31000	NUM
ajpdis-5137	72	11	,	,	PUNCT
ajpdis-5137	72	12	2018	2018	NUM
ajpdis-5137	72	13	)	)	PUNCT
ajpdis-5137	72	14	,	,	PUNCT
ajpdis-5137	72	15	scholar	scholar	NOUN
ajpdis-5137	72	16	press	press	NOUN
ajpdis-5137	72	17	publishing	publishing	NOUN
ajpdis-5137	72	18	,	,	PUNCT
ajpdis-5137	72	19	isbn	isbn	ADJ
ajpdis-5137	72	20	:	:	PUNCT
ajpdis-5137	72	21	978	978	NUM
ajpdis-5137	72	22	-	-	SYM
ajpdis-5137	72	23	613	613	NUM
ajpdis-5137	72	24	-	-	PUNCT
ajpdis-5137	72	25	894189	894189	NUM
ajpdis-5137	72	26	-	-	SYM
ajpdis-5137	72	27	7	7	NUM
ajpdis-5137	72	28	204	204	NUM
ajpdis-5137	72	29	journal	journal	NOUN
ajpdis-5137	72	30	of	of	ADP
ajpdis-5137	72	31	public	public	ADJ
ajpdis-5137	72	32	diplomacy	diplomacy	NOUN
ajpdis-5137	72	33	and	and	CCONJ
ajpdis-5137	72	34	international	international	ADJ
ajpdis-5137	72	35	studies	study	NOUN
ajpdis-5137	72	36	www	www	PROPN
ajpdis-5137	72	37	.	.	PROPN
ajpdis-5137	73	1	grnjournal.us	grnjournal.us	X
ajpdis-5137	73	2	2	2	NUM
ajpdis-5137	73	3	.	.	X
ajpdis-5137	73	4	trujillo	trujillo	PROPN
ajpdis-5137	73	5	-	-	PUNCT
ajpdis-5137	73	6	ponce	ponce	PROPN
ajpdis-5137	73	7	a	a	PRON
ajpdis-5137	73	8	,	,	PUNCT
ajpdis-5137	73	9	samaniego	samaniego	NOUN
ajpdis-5137	73	10	-	-	PUNCT
ajpdis-5137	73	11	medina	medina	PROPN
ajpdis-5137	73	12	r	r	PROPN
ajpdis-5137	73	13	,	,	PUNCT
ajpdis-5137	73	14	cardone	cardone	NOUN
ajpdis-5137	73	15	-	-	PUNCT
ajpdis-5137	73	16	riportella	riportella	PROPN
ajpdis-5137	73	17	c.	c.	PROPN
ajpdis-5137	73	18	journal	journal	PROPN
ajpdis-5137	73	19	of	of	ADP
ajpdis-5137	73	20	business	business	NOUN
ajpdis-5137	73	21	economics	economic	NOUN
ajpdis-5137	73	22	and	and	CCONJ
ajpdis-5137	73	23	management	management	NOUN
ajpdis-5137	73	24	,	,	PUNCT
ajpdis-5137	73	25	2014	2014	NUM
ajpdis-5137	73	26	,	,	PUNCT
ajpdis-5137	73	27	15(2	15(2	NUM
ajpdis-5137	73	28	)	)	PUNCT
ajpdis-5137	73	29	,	,	PUNCT
ajpdis-5137	73	30	253	253	NUM
ajpdis-5137	73	31	–	–	PUNCT
ajpdis-5137	73	32	276	276	NUM
ajpdis-5137	73	33	.	.	X
ajpdis-5137	74	1	3	3	X
ajpdis-5137	74	2	.	.	X
ajpdis-5137	74	3	rosenberg	rosenberg	PROPN
ajpdis-5137	74	4	jv	jv	PROPN
ajpdis-5137	74	5	,	,	PUNCT
ajpdis-5137	74	6	schuermann	schuermann	PROPN
ajpdis-5137	74	7	t.	t.	PROPN
ajpdis-5137	74	8	journal	journal	PROPN
ajpdis-5137	74	9	of	of	ADP
ajpdis-5137	74	10	financial	financial	ADJ
ajpdis-5137	74	11	economics	economic	NOUN
ajpdis-5137	74	12	,	,	PUNCT
ajpdis-5137	74	13	2006	2006	NUM
ajpdis-5137	74	14	,	,	PUNCT
ajpdis-5137	74	15	79	79	NUM
ajpdis-5137	74	16	,	,	PUNCT
ajpdis-5137	74	17	569	569	NUM
ajpdis-5137	74	18	-	-	SYM
ajpdis-5137	74	19	614	614	NUM
ajpdis-5137	74	20	.	.	PUNCT
ajpdis-5137	75	1	4	4	NUM
ajpdis-5137	75	2	.	.	X
ajpdis-5137	75	3	domnikov	domnikov	PROPN
ajpdis-5137	75	4	a	a	PROPN
ajpdis-5137	75	5	,	,	PUNCT
ajpdis-5137	75	6	khodorovsky	khodorovsky	PROPN
ajpdis-5137	75	7	m	m	PROPN
ajpdis-5137	75	8	,	,	PUNCT
ajpdis-5137	75	9	khomenko	khomenko	ADJ
ajpdis-5137	75	10	p.	p.	NOUN
ajpdis-5137	75	11	economy	economy	NOUN
ajpdis-5137	75	12	of	of	ADP
ajpdis-5137	75	13	region	region	NOUN
ajpdis-5137	75	14	,	,	PUNCT
ajpdis-5137	75	15	2014	2014	NUM
ajpdis-5137	75	16	,	,	PUNCT
ajpdis-5137	75	17	2	2	NUM
ajpdis-5137	75	18	,	,	PUNCT
ajpdis-5137	75	19	248–253	248–253	NUM
ajpdis-5137	75	20	.	.	PUNCT
ajpdis-5137	76	1	5	5	X
ajpdis-5137	76	2	.	.	X
ajpdis-5137	76	3	samimi	samimi	VERB
ajpdis-5137	76	4	a	a	DET
ajpdis-5137	76	5	,	,	PUNCT
ajpdis-5137	76	6	zarinabadi	zarinabadi	NOUN
ajpdis-5137	76	7	s	s	PROPN
ajpdis-5137	76	8	,	,	PUNCT
ajpdis-5137	76	9	setoudeh	setoudeh	NOUN
ajpdis-5137	76	10	m.	m.	PROPN
ajpdis-5137	76	11	international	international	PROPN
ajpdis-5137	76	12	journal	journal	PROPN
ajpdis-5137	76	13	of	of	ADP
ajpdis-5137	76	14	basic	basic	ADJ
ajpdis-5137	76	15	and	and	CCONJ
ajpdis-5137	76	16	applied	applied	ADJ
ajpdis-5137	76	17	sciences	science	NOUN
ajpdis-5137	76	18	,	,	PUNCT
ajpdis-5137	76	19	2012	2012	NUM
ajpdis-5137	76	20	,	,	PUNCT
ajpdis-5137	76	21	1(2	1(2	NUM
ajpdis-5137	76	22	)	)	PUNCT
ajpdis-5137	76	23	,	,	PUNCT
ajpdis-5137	76	24	429	429	NUM
ajpdis-5137	76	25	-	-	SYM
ajpdis-5137	76	26	434	434	NUM
ajpdis-5137	76	27	.	.	PUNCT
ajpdis-5137	77	1	6	6	NUM
ajpdis-5137	77	2	.	.	X
ajpdis-5137	78	1	bernadell	bernadell	ADV
ajpdis-5137	78	2	,	,	PUNCT
ajpdis-5137	78	3	c.	c.	PROPN
ajpdis-5137	78	4	,	,	PUNCT
ajpdis-5137	78	5	cardon	cardon	PROPN
ajpdis-5137	78	6	,	,	PUNCT
ajpdis-5137	78	7	p.	p.	PROPN
ajpdis-5137	78	8	,	,	PUNCT
ajpdis-5137	78	9	coche	coche	PROPN
ajpdis-5137	78	10	,	,	PUNCT
ajpdis-5137	78	11	j.	j.	PROPN
ajpdis-5137	78	12	,	,	PUNCT
ajpdis-5137	78	13	diebold	diebold	NOUN
ajpdis-5137	78	14	,	,	PUNCT
ajpdis-5137	78	15	f.x	f.x	PROPN
ajpdis-5137	78	16	.	.	PROPN
ajpdis-5137	78	17	and	and	CCONJ
ajpdis-5137	78	18	manganelli	manganelli	PROPN
ajpdis-5137	78	19	,	,	PUNCT
ajpdis-5137	78	20	s.	s.	PROPN
ajpdis-5137	78	21	(	(	PUNCT
ajpdis-5137	78	22	2004	2004	NUM
ajpdis-5137	78	23	)	)	PUNCT
ajpdis-5137	78	24	,	,	PUNCT
ajpdis-5137	78	25	risk	risk	NOUN
ajpdis-5137	78	26	management	management	NOUN
ajpdis-5137	78	27	for	for	ADP
ajpdis-5137	78	28	central	central	ADJ
ajpdis-5137	78	29	bank	bank	NOUN
ajpdis-5137	78	30	foreign	foreign	ADJ
ajpdis-5137	78	31	reserves	reserve	NOUN
ajpdis-5137	78	32	,	,	PUNCT
ajpdis-5137	78	33	european	european	PROPN
ajpdis-5137	78	34	central	central	PROPN
ajpdis-5137	78	35	bank	bank	PROPN
ajpdis-5137	78	36	,	,	PUNCT
ajpdis-5137	78	37	frankfurt	frankfurt	PROPN
ajpdis-5137	78	38	am	be	AUX
ajpdis-5137	78	39	main	main	ADJ
ajpdis-5137	78	40	.	.	PUNCT
ajpdis-5137	79	1	7	7	X
ajpdis-5137	79	2	.	.	X
ajpdis-5137	79	3	eser	eser	NOUN
ajpdis-5137	79	4	,	,	PUNCT
ajpdis-5137	79	5	f.	f.	PROPN
ajpdis-5137	79	6	,	,	PUNCT
ajpdis-5137	79	7	carmon	carmon	PROPN
ajpdis-5137	79	8	amaro	amaro	PROPN
ajpdis-5137	79	9	,	,	PUNCT
ajpdis-5137	79	10	m.	m.	NOUN
ajpdis-5137	79	11	,	,	PUNCT
ajpdis-5137	79	12	iacobelli	iacobelli	PROPN
ajpdis-5137	79	13	,	,	PUNCT
ajpdis-5137	79	14	s.	s.	PROPN
ajpdis-5137	79	15	and	and	CCONJ
ajpdis-5137	79	16	rubens	ruben	NOUN
ajpdis-5137	79	17	,	,	PUNCT
ajpdis-5137	79	18	m.	m.	NOUN
ajpdis-5137	79	19	(	(	PUNCT
ajpdis-5137	79	20	2012	2012	NUM
ajpdis-5137	79	21	)	)	PUNCT
ajpdis-5137	79	22	,	,	PUNCT
ajpdis-5137	79	23	“	"	PUNCT
ajpdis-5137	79	24	the	the	DET
ajpdis-5137	79	25	use	use	NOUN
ajpdis-5137	79	26	of	of	ADP
ajpdis-5137	79	27	the	the	DET
ajpdis-5137	79	28	eurosystem	eurosystem	NOUN
ajpdis-5137	79	29	’s	’s	PART
ajpdis-5137	79	30	monetary	monetary	ADJ
ajpdis-5137	79	31	policy	policy	NOUN
ajpdis-5137	79	32	instruments	instrument	NOUN
ajpdis-5137	79	33	and	and	CCONJ
ajpdis-5137	79	34	operational	operational	ADJ
ajpdis-5137	79	35	framework	framework	NOUN
ajpdis-5137	79	36	since	since	SCONJ
ajpdis-5137	79	37	2009	2009	NUM
ajpdis-5137	79	38	”	"	PUNCT
ajpdis-5137	79	39	,	,	PUNCT
ajpdis-5137	79	40	ecb	ecb	PROPN
ajpdis-5137	79	41	occasional	occasional	ADJ
ajpdis-5137	79	42	paper	paper	NOUN
ajpdis-5137	79	43	,	,	PUNCT
ajpdis-5137	79	44	no	no	DET
ajpdis-5137	79	45	135	135	NUM
ajpdis-5137	79	46	,	,	PUNCT
ajpdis-5137	79	47	european	european	ADJ
ajpdis-5137	79	48	central	central	PROPN
ajpdis-5137	79	49	bank	bank	PROPN
ajpdis-5137	79	50	,	,	PUNCT
ajpdis-5137	79	51	frankfurt	frankfurt	PROPN
ajpdis-5137	79	52	am	be	AUX
ajpdis-5137	79	53	main	main	ADJ
ajpdis-5137	79	54	.	.	PUNCT
ajpdis-5137	80	1	8	8	NUM
ajpdis-5137	80	2	.	.	X
ajpdis-5137	81	1	bindseil	bindseil	ADV
ajpdis-5137	81	2	,	,	PUNCT
ajpdis-5137	81	3	u.	u.	PROPN
ajpdis-5137	81	4	,	,	PUNCT
ajpdis-5137	81	5	gonzález	gonzález	PROPN
ajpdis-5137	81	6	,	,	PUNCT
ajpdis-5137	81	7	f.	f.	PROPN
ajpdis-5137	81	8	and	and	CCONJ
ajpdis-5137	81	9	tabakis	tabakis	PROPN
ajpdis-5137	81	10	,	,	PUNCT
ajpdis-5137	81	11	e.	e.	PROPN
ajpdis-5137	81	12	(	(	PUNCT
ajpdis-5137	81	13	2009	2009	NUM
ajpdis-5137	81	14	)	)	PUNCT
ajpdis-5137	81	15	,	,	PUNCT
ajpdis-5137	81	16	risk	risk	NOUN
ajpdis-5137	81	17	management	management	NOUN
ajpdis-5137	81	18	for	for	ADP
ajpdis-5137	81	19	central	central	ADJ
ajpdis-5137	81	20	banks	bank	NOUN
ajpdis-5137	81	21	and	and	CCONJ
ajpdis-5137	81	22	other	other	ADJ
ajpdis-5137	81	23	public	public	ADJ
ajpdis-5137	81	24	investors	investor	NOUN
ajpdis-5137	81	25	,	,	PUNCT
ajpdis-5137	81	26	cambridge	cambridge	PROPN
ajpdis-5137	81	27	university	university	PROPN
ajpdis-5137	81	28	press	press	PROPN
ajpdis-5137	81	29	,	,	PUNCT
ajpdis-5137	81	30	cambridge	cambridge	PROPN
ajpdis-5137	81	31	.	.	PROPN
ajpdis-5137	82	1	9	9	X
ajpdis-5137	82	2	.	.	X
ajpdis-5137	83	1	tamura	tamura	PROPN
ajpdis-5137	83	2	,	,	PUNCT
ajpdis-5137	83	3	k.	k.	PROPN
ajpdis-5137	83	4	and	and	CCONJ
ajpdis-5137	83	5	tabakis	tabakis	PROPN
ajpdis-5137	83	6	,	,	PUNCT
ajpdis-5137	83	7	e.	e.	PROPN
ajpdis-5137	83	8	(	(	PUNCT
ajpdis-5137	83	9	2013	2013	NUM
ajpdis-5137	83	10	)	)	PUNCT
ajpdis-5137	83	11	,	,	PUNCT
ajpdis-5137	83	12	“	"	PUNCT
ajpdis-5137	83	13	the	the	DET
ajpdis-5137	83	14	use	use	NOUN
ajpdis-5137	83	15	of	of	ADP
ajpdis-5137	83	16	credit	credit	NOUN
ajpdis-5137	83	17	claims	claim	NOUN
ajpdis-5137	83	18	as	as	ADP
ajpdis-5137	83	19	collateral	collateral	NOUN
ajpdis-5137	83	20	for	for	ADP
ajpdis-5137	83	21	eurosystem	eurosystem	NOUN
ajpdis-5137	83	22	credit	credit	NOUN
ajpdis-5137	83	23	operations	operation	NOUN
ajpdis-5137	83	24	”	"	PUNCT
ajpdis-5137	83	25	,	,	PUNCT
ajpdis-5137	83	26	ecb	ecb	PROPN
ajpdis-5137	83	27	occasional	occasional	ADJ
ajpdis-5137	83	28	paper	paper	NOUN
ajpdis-5137	83	29	,	,	PUNCT
ajpdis-5137	83	30	no	no	DET
ajpdis-5137	83	31	148	148	NUM
ajpdis-5137	83	32	,	,	PUNCT
ajpdis-5137	83	33	european	european	ADJ
ajpdis-5137	83	34	central	central	PROPN
ajpdis-5137	83	35	bank	bank	PROPN
ajpdis-5137	83	36	,	,	PUNCT
ajpdis-5137	83	37	frankfurt	frankfurt	PROPN
ajpdis-5137	83	38	am	be	AUX
ajpdis-5137	83	39	main	main	ADJ
ajpdis-5137	83	40	.	.	PUNCT