id	sid	tid	token	lemma	pos
ajst-31995	1	1	48	48	NUM
ajst-31995	1	2	semantic	semantic	ADJ
ajst-31995	1	3	communication	communication	NOUN
ajst-31995	1	4	driven	drive	VERB
ajst-31995	1	5	by	by	ADP
ajst-31995	1	6	large	large	ADJ
ajst-31995	1	7	artificial	artificial	ADJ
ajst-31995	1	8	intelligence	intelligence	NOUN
ajst-31995	1	9	models	model	NOUN
ajst-31995	1	10	:	:	PUNCT
ajst-31995	1	11	applications	application	NOUN
ajst-31995	1	12	and	and	CCONJ
ajst-31995	1	13	challenges	challenge	NOUN
ajst-31995	1	14	in	in	ADP
ajst-31995	1	15	typical	typical	ADJ
ajst-31995	1	16	6	6	NUM
ajst-31995	1	17	g	g	NOUN
ajst-31995	1	18	scenarios	scenario	NOUN
ajst-31995	1	19	tianchi	tianchi	PRON
ajst-31995	1	20	chen	chen	PROPN
ajst-31995	1	21	*	*	SYM
ajst-31995	1	22	nanjing	nanjing	PROPN
ajst-31995	1	23	university	university	PROPN
ajst-31995	1	24	of	of	ADP
ajst-31995	1	25	posts	post	NOUN
ajst-31995	1	26	and	and	CCONJ
ajst-31995	1	27	telecommunications	telecommunication	NOUN
ajst-31995	1	28	,	,	PUNCT
ajst-31995	1	29	nanjing	nanjing	PROPN
ajst-31995	1	30	,	,	PUNCT
ajst-31995	1	31	210023	210023	NUM
ajst-31995	1	32	,	,	PUNCT
ajst-31995	1	33	jiangsu	jiangsu	PROPN
ajst-31995	1	34	,	,	PUNCT
ajst-31995	1	35	china	china	PROPN
ajst-31995	1	36	*	*	PUNCT
ajst-31995	1	37	corresponding	correspond	VERB
ajst-31995	1	38	author	author	NOUN
ajst-31995	1	39	email	email	NOUN
ajst-31995	1	40	:	:	PUNCT
ajst-31995	1	41	3926116267@qq.com	3926116267@qq.com	NUM
ajst-31995	1	42	abstract	abstract	NOUN
ajst-31995	1	43	.	.	PUNCT
ajst-31995	2	1	as	as	ADP
ajst-31995	2	2	the	the	DET
ajst-31995	2	3	sixth	sixth	ADJ
ajst-31995	2	4	-	-	PUNCT
ajst-31995	2	5	generation	generation	NOUN
ajst-31995	2	6	mobile	mobile	ADJ
ajst-31995	2	7	communication	communication	NOUN
ajst-31995	2	8	system	system	NOUN
ajst-31995	2	9	(	(	PUNCT
ajst-31995	2	10	6	6	NUM
ajst-31995	2	11	g	g	NOUN
ajst-31995	2	12	)	)	PUNCT
ajst-31995	2	13	transitions	transition	NOUN
ajst-31995	2	14	from	from	ADP
ajst-31995	2	15	theoretical	theoretical	ADJ
ajst-31995	2	16	research	research	NOUN
ajst-31995	2	17	to	to	ADP
ajst-31995	2	18	practical	practical	ADJ
ajst-31995	2	19	deployment	deployment	NOUN
ajst-31995	2	20	,	,	PUNCT
ajst-31995	2	21	its	its	PRON
ajst-31995	2	22	core	core	NOUN
ajst-31995	2	23	objective	objective	NOUN
ajst-31995	2	24	has	have	AUX
ajst-31995	2	25	evolved	evolve	VERB
ajst-31995	2	26	from	from	ADP
ajst-31995	2	27	"	"	PUNCT
ajst-31995	2	28	internet	internet	NOUN
ajst-31995	2	29	of	of	ADP
ajst-31995	2	30	everything	everything	PRON
ajst-31995	2	31	"	"	PUNCT
ajst-31995	2	32	to	to	ADP
ajst-31995	2	33	"	"	PUNCT
ajst-31995	2	34	intelligent	intelligent	ADJ
ajst-31995	2	35	connection	connection	NOUN
ajst-31995	2	36	of	of	ADP
ajst-31995	2	37	everything	everything	PRON
ajst-31995	2	38	,	,	PUNCT
ajst-31995	2	39	"	"	PUNCT
ajst-31995	2	40	aiming	aim	VERB
ajst-31995	2	41	to	to	PART
ajst-31995	2	42	meet	meet	VERB
ajst-31995	2	43	the	the	DET
ajst-31995	2	44	stringent	stringent	ADJ
ajst-31995	2	45	requirements	requirement	NOUN
ajst-31995	2	46	of	of	ADP
ajst-31995	2	47	emerging	emerge	VERB
ajst-31995	2	48	intelligent	intelligent	ADJ
ajst-31995	2	49	scenarios	scenario	NOUN
ajst-31995	2	50	such	such	ADJ
ajst-31995	2	51	as	as	ADP
ajst-31995	2	52	holographic	holographic	ADJ
ajst-31995	2	53	communication	communication	NOUN
ajst-31995	2	54	,	,	PUNCT
ajst-31995	2	55	digital	digital	ADJ
ajst-31995	2	56	twins	twin	NOUN
ajst-31995	2	57	,	,	PUNCT
ajst-31995	2	58	and	and	CCONJ
ajst-31995	2	59	autonomous	autonomous	ADJ
ajst-31995	2	60	driving	driving	NOUN
ajst-31995	2	61	.	.	PUNCT
ajst-31995	3	1	traditional	traditional	ADJ
ajst-31995	3	2	communication	communication	NOUN
ajst-31995	3	3	paradigms	paradigm	NOUN
ajst-31995	3	4	based	base	VERB
ajst-31995	3	5	on	on	ADP
ajst-31995	3	6	shannon	shannon	PROPN
ajst-31995	3	7	's	's	PART
ajst-31995	3	8	information	information	NOUN
ajst-31995	3	9	theory	theory	NOUN
ajst-31995	3	10	,	,	PUNCT
ajst-31995	3	11	constrained	constrain	VERB
ajst-31995	3	12	by	by	ADP
ajst-31995	3	13	bitlevel	bitlevel	NOUN
ajst-31995	3	14	transmission	transmission	NOUN
ajst-31995	3	15	and	and	CCONJ
ajst-31995	3	16	protocol	protocol	NOUN
ajst-31995	3	17	optimization	optimization	NOUN
ajst-31995	3	18	,	,	PUNCT
ajst-31995	3	19	face	face	VERB
ajst-31995	3	20	significant	significant	ADJ
ajst-31995	3	21	bottlenecks	bottleneck	NOUN
ajst-31995	3	22	in	in	ADP
ajst-31995	3	23	addressing	address	VERB
ajst-31995	3	24	the	the	DET
ajst-31995	3	25	demands	demand	NOUN
ajst-31995	3	26	of	of	ADP
ajst-31995	3	27	high	high	ADJ
ajst-31995	3	28	complexity	complexity	NOUN
ajst-31995	3	29	,	,	PUNCT
ajst-31995	3	30	low	low	ADJ
ajst-31995	3	31	latency	latency	NOUN
ajst-31995	3	32	,	,	PUNCT
ajst-31995	3	33	and	and	CCONJ
ajst-31995	3	34	multimodal	multimodal	ADJ
ajst-31995	3	35	fusion	fusion	NOUN
ajst-31995	3	36	in	in	ADP
ajst-31995	3	37	intelligent	intelligent	ADJ
ajst-31995	3	38	communication	communication	NOUN
ajst-31995	3	39	.	.	PUNCT
ajst-31995	4	1	in	in	ADP
ajst-31995	4	2	recent	recent	ADJ
ajst-31995	4	3	years	year	NOUN
ajst-31995	4	4	,	,	PUNCT
ajst-31995	4	5	artificial	artificial	ADJ
ajst-31995	4	6	intelligence	intelligence	NOUN
ajst-31995	4	7	(	(	PUNCT
ajst-31995	4	8	ai	ai	NOUN
ajst-31995	4	9	)	)	PUNCT
ajst-31995	4	10	large	large	ADJ
ajst-31995	4	11	models	model	NOUN
ajst-31995	4	12	,	,	PUNCT
ajst-31995	4	13	leveraging	leverage	VERB
ajst-31995	4	14	their	their	PRON
ajst-31995	4	15	powerful	powerful	ADJ
ajst-31995	4	16	semantic	semantic	ADJ
ajst-31995	4	17	understanding	understanding	NOUN
ajst-31995	4	18	,	,	PUNCT
ajst-31995	4	19	multimodal	multimodal	NOUN
ajst-31995	4	20	processing	processing	NOUN
ajst-31995	4	21	,	,	PUNCT
ajst-31995	4	22	and	and	CCONJ
ajst-31995	4	23	generation	generation	NOUN
ajst-31995	4	24	capabilities	capability	NOUN
ajst-31995	4	25	,	,	PUNCT
ajst-31995	4	26	have	have	AUX
ajst-31995	4	27	provided	provide	VERB
ajst-31995	4	28	breakthrough	breakthrough	ADJ
ajst-31995	4	29	solutions	solution	NOUN
ajst-31995	4	30	for	for	ADP
ajst-31995	4	31	establishing	establish	VERB
ajst-31995	4	32	a	a	DET
ajst-31995	4	33	new	new	ADJ
ajst-31995	4	34	paradigm	paradigm	NOUN
ajst-31995	4	35	of	of	ADP
ajst-31995	4	36	semantic	semantic	ADJ
ajst-31995	4	37	communication	communication	NOUN
ajst-31995	4	38	in	in	ADP
ajst-31995	4	39	6	6	NUM
ajst-31995	4	40	g.	g.	NOUN
ajst-31995	4	41	these	these	DET
ajst-31995	4	42	models	model	NOUN
ajst-31995	4	43	have	have	AUX
ajst-31995	4	44	demonstrated	demonstrate	VERB
ajst-31995	4	45	revolutionary	revolutionary	ADJ
ajst-31995	4	46	performance	performance	NOUN
ajst-31995	4	47	advantages	advantage	NOUN
ajst-31995	4	48	in	in	ADP
ajst-31995	4	49	typical	typical	ADJ
ajst-31995	4	50	application	application	NOUN
ajst-31995	4	51	scenarios	scenario	NOUN
ajst-31995	4	52	such	such	ADJ
ajst-31995	4	53	as	as	ADP
ajst-31995	4	54	holographic	holographic	ADJ
ajst-31995	4	55	conferencing	conferencing	NOUN
ajst-31995	4	56	systems	system	NOUN
ajst-31995	4	57	,	,	PUNCT
ajst-31995	4	58	industrial	industrial	ADJ
ajst-31995	4	59	digital	digital	ADJ
ajst-31995	4	60	twins	twin	NOUN
ajst-31995	4	61	,	,	PUNCT
ajst-31995	4	62	and	and	CCONJ
ajst-31995	4	63	intelligent	intelligent	ADJ
ajst-31995	4	64	vehicle	vehicle	NOUN
ajst-31995	4	65	-	-	PUNCT
ajst-31995	4	66	to	to	ADP
ajst-31995	4	67	-	-	PUNCT
ajst-31995	4	68	everything	everything	PRON
ajst-31995	4	69	(	(	PUNCT
ajst-31995	4	70	v2x	v2x	NOUN
ajst-31995	4	71	)	)	PUNCT
ajst-31995	4	72	networks	network	NOUN
ajst-31995	4	73	.	.	PUNCT
ajst-31995	5	1	however	however	ADV
ajst-31995	5	2	,	,	PUNCT
ajst-31995	5	3	this	this	DET
ajst-31995	5	4	technology	technology	NOUN
ajst-31995	5	5	still	still	ADV
ajst-31995	5	6	faces	face	VERB
ajst-31995	5	7	numerous	numerous	ADJ
ajst-31995	5	8	challenges	challenge	NOUN
ajst-31995	5	9	in	in	ADP
ajst-31995	5	10	areas	area	NOUN
ajst-31995	5	11	such	such	ADJ
ajst-31995	5	12	as	as	ADP
ajst-31995	5	13	standardization	standardization	NOUN
ajst-31995	5	14	framework	framework	NOUN
ajst-31995	5	15	development	development	NOUN
ajst-31995	5	16	,	,	PUNCT
ajst-31995	5	17	computational	computational	ADJ
ajst-31995	5	18	efficiency	efficiency	NOUN
ajst-31995	5	19	optimization	optimization	NOUN
ajst-31995	5	20	,	,	PUNCT
ajst-31995	5	21	system	system	NOUN
ajst-31995	5	22	robustness	robustness	NOUN
ajst-31995	5	23	enhancement	enhancement	NOUN
ajst-31995	5	24	,	,	PUNCT
ajst-31995	5	25	and	and	CCONJ
ajst-31995	5	26	security	security	NOUN
ajst-31995	5	27	and	and	CCONJ
ajst-31995	5	28	privacy	privacy	NOUN
ajst-31995	5	29	protection	protection	NOUN
ajst-31995	5	30	.	.	PUNCT
ajst-31995	6	1	this	this	DET
ajst-31995	6	2	paper	paper	NOUN
ajst-31995	6	3	systematically	systematically	ADV
ajst-31995	6	4	reviews	review	VERB
ajst-31995	6	5	the	the	DET
ajst-31995	6	6	research	research	NOUN
ajst-31995	6	7	progress	progress	NOUN
ajst-31995	6	8	of	of	ADP
ajst-31995	6	9	key	key	ADJ
ajst-31995	6	10	technologies	technology	NOUN
ajst-31995	6	11	in	in	ADP
ajst-31995	6	12	large	large	ADJ
ajst-31995	6	13	model	model	NOUN
ajst-31995	6	14	-	-	PUNCT
ajst-31995	6	15	driven	drive	VERB
ajst-31995	6	16	semantic	semantic	ADJ
ajst-31995	6	17	communication	communication	NOUN
ajst-31995	6	18	,	,	PUNCT
ajst-31995	6	19	conducts	conduct	VERB
ajst-31995	6	20	an	an	DET
ajst-31995	6	21	in	in	ADP
ajst-31995	6	22	-	-	PUNCT
ajst-31995	6	23	depth	depth	NOUN
ajst-31995	6	24	analysis	analysis	NOUN
ajst-31995	6	25	of	of	ADP
ajst-31995	6	26	their	their	PRON
ajst-31995	6	27	practical	practical	ADJ
ajst-31995	6	28	applications	application	NOUN
ajst-31995	6	29	in	in	ADP
ajst-31995	6	30	typical	typical	ADJ
ajst-31995	6	31	6	6	NUM
ajst-31995	6	32	g	g	NOUN
ajst-31995	6	33	scenarios	scenario	NOUN
ajst-31995	6	34	,	,	PUNCT
ajst-31995	6	35	comprehensively	comprehensively	ADV
ajst-31995	6	36	examines	examine	VERB
ajst-31995	6	37	current	current	ADJ
ajst-31995	6	38	technical	technical	ADJ
ajst-31995	6	39	bottlenecks	bottleneck	NOUN
ajst-31995	6	40	,	,	PUNCT
ajst-31995	6	41	and	and	CCONJ
ajst-31995	6	42	provides	provide	VERB
ajst-31995	6	43	forward	forward	ADV
ajst-31995	6	44	-	-	PUNCT
ajst-31995	6	45	looking	look	VERB
ajst-31995	6	46	discussions	discussion	NOUN
ajst-31995	6	47	on	on	ADP
ajst-31995	6	48	future	future	ADJ
ajst-31995	6	49	research	research	NOUN
ajst-31995	6	50	directions	direction	NOUN
ajst-31995	6	51	and	and	CCONJ
ajst-31995	6	52	development	development	NOUN
ajst-31995	6	53	trends	trend	NOUN
ajst-31995	6	54	.	.	PUNCT
ajst-31995	7	1	the	the	DET
ajst-31995	7	2	aim	aim	NOUN
ajst-31995	7	3	is	be	AUX
ajst-31995	7	4	to	to	PART
ajst-31995	7	5	offer	offer	VERB
ajst-31995	7	6	theoretical	theoretical	ADJ
ajst-31995	7	7	references	reference	NOUN
ajst-31995	7	8	and	and	CCONJ
ajst-31995	7	9	technical	technical	ADJ
ajst-31995	7	10	guidance	guidance	NOUN
ajst-31995	7	11	for	for	ADP
ajst-31995	7	12	the	the	DET
ajst-31995	7	13	innovative	innovative	ADJ
ajst-31995	7	14	development	development	NOUN
ajst-31995	7	15	of	of	ADP
ajst-31995	7	16	intelligent	intelligent	ADJ
ajst-31995	7	17	6	6	NUM
ajst-31995	7	18	g	g	NOUN
ajst-31995	7	19	communication	communication	NOUN
ajst-31995	7	20	systems	system	NOUN
ajst-31995	7	21	.	.	PUNCT
ajst-31995	8	1	keywords	keyword	NOUN
ajst-31995	8	2	:	:	PUNCT
ajst-31995	8	3	ai	ai	VERB
ajst-31995	8	4	large	large	ADJ
ajst-31995	8	5	models	model	NOUN
ajst-31995	8	6	,	,	PUNCT
ajst-31995	8	7	6	6	NUM
ajst-31995	8	8	g	g	NOUN
ajst-31995	8	9	communication	communication	NOUN
ajst-31995	8	10	,	,	PUNCT
ajst-31995	8	11	semantic	semantic	ADJ
ajst-31995	8	12	communication	communication	NOUN
ajst-31995	8	13	,	,	PUNCT
ajst-31995	8	14	6	6	NUM
ajst-31995	8	15	g	g	NOUN
ajst-31995	8	16	applications	application	NOUN
ajst-31995	8	17	.	.	PUNCT
ajst-31995	9	1	1	1	X
ajst-31995	9	2	.	.	X
ajst-31995	9	3	introduction	introduction	NOUN
ajst-31995	9	4	with	with	ADP
ajst-31995	9	5	the	the	DET
ajst-31995	9	6	sixth	sixth	ADJ
ajst-31995	9	7	-	-	PUNCT
ajst-31995	9	8	generation	generation	NOUN
ajst-31995	9	9	mobile	mobile	ADJ
ajst-31995	9	10	communication	communication	NOUN
ajst-31995	9	11	system	system	NOUN
ajst-31995	9	12	(	(	PUNCT
ajst-31995	9	13	6	6	NUM
ajst-31995	9	14	g	g	NOUN
ajst-31995	9	15	)	)	PUNCT
ajst-31995	9	16	advancing	advance	VERB
ajst-31995	9	17	from	from	ADP
ajst-31995	9	18	theoretical	theoretical	ADJ
ajst-31995	9	19	research	research	NOUN
ajst-31995	9	20	to	to	ADP
ajst-31995	9	21	industrialization	industrialization	NOUN
ajst-31995	9	22	,	,	PUNCT
ajst-31995	9	23	its	its	PRON
ajst-31995	9	24	core	core	NOUN
ajst-31995	9	25	objective	objective	NOUN
ajst-31995	9	26	has	have	AUX
ajst-31995	9	27	evolved	evolve	VERB
ajst-31995	9	28	from	from	ADP
ajst-31995	9	29	the	the	DET
ajst-31995	9	30	traditional	traditional	ADJ
ajst-31995	9	31	"	"	PUNCT
ajst-31995	9	32	internet	internet	NOUN
ajst-31995	9	33	of	of	ADP
ajst-31995	9	34	everything	everything	PRON
ajst-31995	9	35	"	"	PUNCT
ajst-31995	9	36	to	to	ADP
ajst-31995	9	37	the	the	DET
ajst-31995	9	38	"	"	PUNCT
ajst-31995	9	39	intelligent	intelligent	ADJ
ajst-31995	9	40	connection	connection	NOUN
ajst-31995	9	41	of	of	ADP
ajst-31995	9	42	everything	everything	PRON
ajst-31995	9	43	,	,	PUNCT
ajst-31995	9	44	"	"	PUNCT
ajst-31995	9	45	aiming	aim	VERB
ajst-31995	9	46	to	to	PART
ajst-31995	9	47	meet	meet	VERB
ajst-31995	9	48	the	the	DET
ajst-31995	9	49	extreme	extreme	ADJ
ajst-31995	9	50	demands	demand	NOUN
ajst-31995	9	51	of	of	ADP
ajst-31995	9	52	emerging	emerge	VERB
ajst-31995	9	53	intelligent	intelligent	ADJ
ajst-31995	9	54	scenarios	scenario	NOUN
ajst-31995	9	55	such	such	ADJ
ajst-31995	9	56	as	as	ADP
ajst-31995	9	57	holographic	holographic	ADJ
ajst-31995	9	58	communication	communication	NOUN
ajst-31995	9	59	,	,	PUNCT
ajst-31995	9	60	digital	digital	ADJ
ajst-31995	9	61	twins	twin	NOUN
ajst-31995	9	62	,	,	PUNCT
ajst-31995	9	63	and	and	CCONJ
ajst-31995	9	64	autonomous	autonomous	ADJ
ajst-31995	9	65	driving	driving	NOUN
ajst-31995	10	1	[	[	X
ajst-31995	10	2	1	1	NUM
ajst-31995	10	3	]	]	PUNCT
ajst-31995	10	4	.	.	PUNCT
ajst-31995	11	1	in	in	ADP
ajst-31995	11	2	this	this	DET
ajst-31995	11	3	evolutionary	evolutionary	ADJ
ajst-31995	11	4	process	process	NOUN
ajst-31995	11	5	,	,	PUNCT
ajst-31995	11	6	traditional	traditional	ADJ
ajst-31995	11	7	communication	communication	NOUN
ajst-31995	11	8	paradigms	paradigm	NOUN
ajst-31995	11	9	based	base	VERB
ajst-31995	11	10	on	on	ADP
ajst-31995	11	11	shannon	shannon	PROPN
ajst-31995	11	12	's	's	PART
ajst-31995	11	13	information	information	NOUN
ajst-31995	11	14	theory	theory	NOUN
ajst-31995	11	15	face	face	VERB
ajst-31995	11	16	fundamental	fundamental	ADJ
ajst-31995	11	17	challenges	challenge	NOUN
ajst-31995	11	18	:	:	PUNCT
ajst-31995	11	19	the	the	DET
ajst-31995	11	20	sole	sole	ADJ
ajst-31995	11	21	focus	focus	NOUN
ajst-31995	11	22	on	on	ADP
ajst-31995	11	23	optimizing	optimize	VERB
ajst-31995	11	24	bit	bit	NOUN
ajst-31995	11	25	-	-	PUNCT
ajst-31995	11	26	level	level	NOUN
ajst-31995	11	27	transmission	transmission	NOUN
ajst-31995	11	28	efficiency	efficiency	NOUN
ajst-31995	11	29	can	can	AUX
ajst-31995	11	30	no	no	ADV
ajst-31995	11	31	longer	long	ADV
ajst-31995	11	32	satisfy	satisfy	VERB
ajst-31995	11	33	the	the	DET
ajst-31995	11	34	stringent	stringent	ADJ
ajst-31995	11	35	requirements	requirement	NOUN
ajst-31995	11	36	of	of	ADP
ajst-31995	11	37	the	the	DET
ajst-31995	11	38	6	6	NUM
ajst-31995	11	39	g	g	NOUN
ajst-31995	11	40	era	era	NOUN
ajst-31995	11	41	for	for	ADP
ajst-31995	11	42	semantic	semantic	ADJ
ajst-31995	11	43	understanding	understanding	NOUN
ajst-31995	11	44	,	,	PUNCT
ajst-31995	11	45	intelligent	intelligent	ADJ
ajst-31995	11	46	interaction	interaction	NOUN
ajst-31995	11	47	,	,	PUNCT
ajst-31995	11	48	and	and	CCONJ
ajst-31995	11	49	cross	cross	ADJ
ajst-31995	11	50	-	-	ADJ
ajst-31995	11	51	modal	modal	ADJ
ajst-31995	11	52	fusion	fusion	NOUN
ajst-31995	11	53	[	[	X
ajst-31995	11	54	2	2	NUM
ajst-31995	11	55	]	]	PUNCT
ajst-31995	11	56	.	.	PUNCT
ajst-31995	12	1	semantic	semantic	ADJ
ajst-31995	12	2	communication	communication	NOUN
ajst-31995	12	3	,	,	PUNCT
ajst-31995	12	4	as	as	ADP
ajst-31995	12	5	a	a	DET
ajst-31995	12	6	key	key	ADJ
ajst-31995	12	7	technology	technology	NOUN
ajst-31995	12	8	to	to	PART
ajst-31995	12	9	break	break	VERB
ajst-31995	12	10	through	through	ADP
ajst-31995	12	11	this	this	DET
ajst-31995	12	12	bottleneck	bottleneck	NOUN
ajst-31995	12	13	,	,	PUNCT
ajst-31995	12	14	holds	hold	VERB
ajst-31995	12	15	the	the	DET
ajst-31995	12	16	potential	potential	NOUN
ajst-31995	12	17	to	to	PART
ajst-31995	12	18	achieve	achieve	VERB
ajst-31995	12	19	leapfrog	leapfrog	ADJ
ajst-31995	12	20	improvements	improvement	NOUN
ajst-31995	12	21	in	in	ADP
ajst-31995	12	22	communication	communication	NOUN
ajst-31995	12	23	efficiency	efficiency	NOUN
ajst-31995	12	24	by	by	ADP
ajst-31995	12	25	directly	directly	ADV
ajst-31995	12	26	transmitting	transmit	VERB
ajst-31995	12	27	the	the	DET
ajst-31995	12	28	"	"	PUNCT
ajst-31995	12	29	meaning	meaning	NOUN
ajst-31995	12	30	"	"	PUNCT
ajst-31995	12	31	of	of	ADP
ajst-31995	12	32	information	information	NOUN
ajst-31995	12	33	rather	rather	ADV
ajst-31995	12	34	than	than	ADP
ajst-31995	12	35	raw	raw	ADJ
ajst-31995	12	36	data	datum	NOUN
ajst-31995	12	37	.	.	PUNCT
ajst-31995	13	1	the	the	DET
ajst-31995	13	2	rapid	rapid	ADJ
ajst-31995	13	3	development	development	NOUN
ajst-31995	13	4	of	of	ADP
ajst-31995	13	5	artificial	artificial	ADJ
ajst-31995	13	6	intelligence	intelligence	NOUN
ajst-31995	13	7	(	(	PUNCT
ajst-31995	13	8	ai	ai	NOUN
ajst-31995	13	9	)	)	PUNCT
ajst-31995	13	10	large	large	ADJ
ajst-31995	13	11	models	model	NOUN
ajst-31995	13	12	(	(	PUNCT
ajst-31995	13	13	e.g.	e.g.	ADV
ajst-31995	13	14	,	,	PUNCT
ajst-31995	13	15	multimodal	multimodal	NOUN
ajst-31995	13	16	models	model	NOUN
ajst-31995	13	17	like	like	ADP
ajst-31995	13	18	gpt	gpt	NOUN
ajst-31995	13	19	and	and	CCONJ
ajst-31995	13	20	clip	clip	NOUN
ajst-31995	13	21	)	)	PUNCT
ajst-31995	13	22	has	have	AUX
ajst-31995	13	23	provided	provide	VERB
ajst-31995	13	24	revolutionary	revolutionary	ADJ
ajst-31995	13	25	enabling	enable	VERB
ajst-31995	13	26	tools	tool	NOUN
ajst-31995	13	27	for	for	ADP
ajst-31995	13	28	semantic	semantic	ADJ
ajst-31995	13	29	communication	communication	NOUN
ajst-31995	13	30	[	[	X
ajst-31995	13	31	1,3	1,3	NUM
ajst-31995	13	32	]	]	PUNCT
ajst-31995	13	33	.	.	PUNCT
ajst-31995	14	1	these	these	DET
ajst-31995	14	2	models	model	NOUN
ajst-31995	14	3	exhibit	exhibit	VERB
ajst-31995	14	4	three	three	NUM
ajst-31995	14	5	core	core	NOUN
ajst-31995	14	6	capabilities	capability	NOUN
ajst-31995	14	7	:	:	PUNCT
ajst-31995	14	8	(	(	PUNCT
ajst-31995	14	9	1	1	X
ajst-31995	14	10	)	)	PUNCT
ajst-31995	14	11	deep	deep	ADJ
ajst-31995	14	12	semantic	semantic	ADJ
ajst-31995	14	13	extraction	extraction	NOUN
ajst-31995	14	14	,	,	PUNCT
ajst-31995	14	15	enabling	enable	VERB
ajst-31995	14	16	the	the	DET
ajst-31995	14	17	extraction	extraction	NOUN
ajst-31995	14	18	of	of	ADP
ajst-31995	14	19	highlevel	highlevel	ADJ
ajst-31995	14	20	semantic	semantic	ADJ
ajst-31995	14	21	features	feature	NOUN
ajst-31995	14	22	from	from	ADP
ajst-31995	14	23	massive	massive	ADJ
ajst-31995	14	24	data	datum	NOUN
ajst-31995	14	25	;	;	PUNCT
ajst-31995	14	26	(	(	PUNCT
ajst-31995	14	27	2	2	X
ajst-31995	14	28	)	)	PUNCT
ajst-31995	14	29	cross	cross	ADJ
ajst-31995	14	30	-	-	ADJ
ajst-31995	14	31	modal	modal	ADJ
ajst-31995	14	32	understanding	understanding	NOUN
ajst-31995	14	33	,	,	PUNCT
ajst-31995	14	34	achieving	achieve	VERB
ajst-31995	14	35	unified	unified	ADJ
ajst-31995	14	36	representation	representation	NOUN
ajst-31995	14	37	of	of	ADP
ajst-31995	14	38	heterogeneous	heterogeneous	ADJ
ajst-31995	14	39	data	datum	NOUN
ajst-31995	14	40	such	such	ADJ
ajst-31995	14	41	as	as	ADP
ajst-31995	14	42	text	text	NOUN
ajst-31995	14	43	,	,	PUNCT
ajst-31995	14	44	images	image	NOUN
ajst-31995	14	45	,	,	PUNCT
ajst-31995	14	46	and	and	CCONJ
ajst-31995	14	47	speech	speech	NOUN
ajst-31995	14	48	;	;	PUNCT
ajst-31995	14	49	and	and	CCONJ
ajst-31995	14	50	(	(	PUNCT
ajst-31995	14	51	3	3	X
ajst-31995	14	52	)	)	PUNCT
ajst-31995	14	53	contextual	contextual	ADJ
ajst-31995	14	54	reasoning	reasoning	NOUN
ajst-31995	14	55	,	,	PUNCT
ajst-31995	14	56	dynamically	dynamically	ADV
ajst-31995	14	57	optimizing	optimize	VERB
ajst-31995	14	58	semantic	semantic	ADJ
ajst-31995	14	59	expressions	expression	NOUN
ajst-31995	14	60	based	base	VERB
ajst-31995	14	61	on	on	ADP
ajst-31995	14	62	environmental	environmental	ADJ
ajst-31995	14	63	context	context	NOUN
ajst-31995	14	64	.	.	PUNCT
ajst-31995	15	1	research	research	NOUN
ajst-31995	15	2	has	have	AUX
ajst-31995	15	3	shown	show	VERB
ajst-31995	15	4	that	that	SCONJ
ajst-31995	15	5	semantic	semantic	ADJ
ajst-31995	15	6	communication	communication	NOUN
ajst-31995	15	7	systems	system	NOUN
ajst-31995	15	8	empowered	empower	VERB
ajst-31995	15	9	by	by	ADP
ajst-31995	15	10	large	large	ADJ
ajst-31995	15	11	models	model	NOUN
ajst-31995	15	12	have	have	AUX
ajst-31995	15	13	achieved	achieve	VERB
ajst-31995	15	14	breakthrough	breakthrough	ADJ
ajst-31995	15	15	progress	progress	NOUN
ajst-31995	15	16	in	in	ADP
ajst-31995	15	17	typical	typical	ADJ
ajst-31995	15	18	6	6	NUM
ajst-31995	15	19	g	g	NOUN
ajst-31995	15	20	scenarios	scenario	NOUN
ajst-31995	15	21	:	:	PUNCT
ajst-31995	15	22	achieving	achieve	VERB
ajst-31995	15	23	over	over	ADP
ajst-31995	15	24	98	98	NUM
ajst-31995	15	25	%	%	NOUN
ajst-31995	15	26	bandwidth	bandwidth	ADJ
ajst-31995	15	27	compression	compression	NOUN
ajst-31995	15	28	in	in	ADP
ajst-31995	15	29	holographic	holographic	ADJ
ajst-31995	15	30	conferencing	conferencing	NOUN
ajst-31995	16	1	[	[	X
ajst-31995	16	2	4	4	NUM
ajst-31995	16	3	]	]	PUNCT
ajst-31995	16	4	,	,	PUNCT
ajst-31995	16	5	reducing	reduce	VERB
ajst-31995	16	6	data	data	NOUN
ajst-31995	16	7	transmission	transmission	NOUN
ajst-31995	16	8	volume	volume	NOUN
ajst-31995	16	9	by	by	ADP
ajst-31995	16	10	three	three	NUM
ajst-31995	16	11	orders	order	NOUN
ajst-31995	16	12	of	of	ADP
ajst-31995	16	13	magnitude	magnitude	NOUN
ajst-31995	16	14	in	in	ADP
ajst-31995	16	15	industrial	industrial	ADJ
ajst-31995	16	16	digital	digital	ADJ
ajst-31995	16	17	49	49	NUM
ajst-31995	16	18	twins	twin	NOUN
ajst-31995	16	19	[	[	X
ajst-31995	16	20	5	5	NUM
ajst-31995	16	21	]	]	PUNCT
ajst-31995	16	22	,	,	PUNCT
ajst-31995	16	23	and	and	CCONJ
ajst-31995	16	24	significantly	significantly	ADV
ajst-31995	16	25	improving	improve	VERB
ajst-31995	16	26	semantic	semantic	ADJ
ajst-31995	16	27	-	-	PUNCT
ajst-31995	16	28	level	level	NOUN
ajst-31995	16	29	collaboration	collaboration	NOUN
ajst-31995	16	30	efficiency	efficiency	NOUN
ajst-31995	16	31	in	in	ADP
ajst-31995	16	32	autonomous	autonomous	ADJ
ajst-31995	16	33	driving	driving	NOUN
ajst-31995	17	1	[	[	X
ajst-31995	17	2	3	3	NUM
ajst-31995	17	3	]	]	PUNCT
ajst-31995	17	4	.	.	PUNCT
ajst-31995	18	1	as	as	ADP
ajst-31995	18	2	a	a	DET
ajst-31995	18	3	systematic	systematic	ADJ
ajst-31995	18	4	review	review	NOUN
ajst-31995	18	5	,	,	PUNCT
ajst-31995	18	6	this	this	DET
ajst-31995	18	7	paper	paper	NOUN
ajst-31995	18	8	aims	aim	VERB
ajst-31995	18	9	to	to	PART
ajst-31995	18	10	:	:	PUNCT
ajst-31995	18	11	(	(	PUNCT
ajst-31995	18	12	1	1	X
ajst-31995	18	13	)	)	PUNCT
ajst-31995	18	14	comprehensively	comprehensively	ADV
ajst-31995	18	15	summarize	summarize	VERB
ajst-31995	18	16	the	the	DET
ajst-31995	18	17	latest	late	ADJ
ajst-31995	18	18	research	research	NOUN
ajst-31995	18	19	progress	progress	NOUN
ajst-31995	18	20	in	in	ADP
ajst-31995	18	21	large	large	ADJ
ajst-31995	18	22	model	model	NOUN
ajst-31995	18	23	-	-	PUNCT
ajst-31995	18	24	driven	drive	VERB
ajst-31995	18	25	semantic	semantic	ADJ
ajst-31995	18	26	communication	communication	NOUN
ajst-31995	18	27	,	,	PUNCT
ajst-31995	18	28	including	include	VERB
ajst-31995	18	29	theoretical	theoretical	ADJ
ajst-31995	18	30	foundations	foundation	NOUN
ajst-31995	18	31	,	,	PUNCT
ajst-31995	18	32	architectural	architectural	ADJ
ajst-31995	18	33	innovations	innovation	NOUN
ajst-31995	18	34	,	,	PUNCT
ajst-31995	18	35	and	and	CCONJ
ajst-31995	18	36	performance	performance	NOUN
ajst-31995	18	37	optimization	optimization	NOUN
ajst-31995	18	38	;	;	PUNCT
ajst-31995	18	39	(	(	PUNCT
ajst-31995	18	40	2	2	X
ajst-31995	18	41	)	)	PUNCT
ajst-31995	18	42	conduct	conduct	NOUN
ajst-31995	18	43	an	an	DET
ajst-31995	18	44	in	in	ADP
ajst-31995	18	45	-	-	PUNCT
ajst-31995	18	46	depth	depth	NOUN
ajst-31995	18	47	analysis	analysis	NOUN
ajst-31995	18	48	of	of	ADP
ajst-31995	18	49	its	its	PRON
ajst-31995	18	50	practical	practical	ADJ
ajst-31995	18	51	applications	application	NOUN
ajst-31995	18	52	in	in	ADP
ajst-31995	18	53	typical	typical	ADJ
ajst-31995	18	54	6	6	NUM
ajst-31995	18	55	g	g	NOUN
ajst-31995	18	56	scenarios	scenario	NOUN
ajst-31995	18	57	such	such	ADJ
ajst-31995	18	58	as	as	ADP
ajst-31995	18	59	holographic	holographic	ADJ
ajst-31995	18	60	communication	communication	NOUN
ajst-31995	18	61	,	,	PUNCT
ajst-31995	18	62	intelligent	intelligent	ADJ
ajst-31995	18	63	transportation	transportation	NOUN
ajst-31995	18	64	,	,	PUNCT
ajst-31995	18	65	and	and	CCONJ
ajst-31995	18	66	industrial	industrial	ADJ
ajst-31995	18	67	iot	iot	NOUN
ajst-31995	18	68	;	;	PUNCT
ajst-31995	18	69	(	(	PUNCT
ajst-31995	18	70	3	3	X
ajst-31995	18	71	)	)	PUNCT
ajst-31995	18	72	objectively	objectively	ADV
ajst-31995	18	73	examine	examine	VERB
ajst-31995	18	74	current	current	ADJ
ajst-31995	18	75	technical	technical	ADJ
ajst-31995	18	76	challenges	challenge	NOUN
ajst-31995	18	77	,	,	PUNCT
ajst-31995	18	78	including	include	VERB
ajst-31995	18	79	the	the	DET
ajst-31995	18	80	lack	lack	NOUN
ajst-31995	18	81	of	of	ADP
ajst-31995	18	82	standardization	standardization	NOUN
ajst-31995	18	83	,	,	PUNCT
ajst-31995	18	84	computational	computational	ADJ
ajst-31995	18	85	efficiency	efficiency	NOUN
ajst-31995	18	86	bottlenecks	bottleneck	NOUN
ajst-31995	18	87	,	,	PUNCT
ajst-31995	18	88	and	and	CCONJ
ajst-31995	18	89	security	security	NOUN
ajst-31995	18	90	and	and	CCONJ
ajst-31995	18	91	privacy	privacy	NOUN
ajst-31995	18	92	risks	risk	NOUN
ajst-31995	18	93	;	;	PUNCT
ajst-31995	18	94	and	and	CCONJ
ajst-31995	18	95	(	(	PUNCT
ajst-31995	18	96	4	4	X
ajst-31995	18	97	)	)	PUNCT
ajst-31995	18	98	prospectively	prospectively	ADV
ajst-31995	18	99	explore	explore	VERB
ajst-31995	18	100	future	future	ADJ
ajst-31995	18	101	research	research	NOUN
ajst-31995	18	102	directions	direction	NOUN
ajst-31995	18	103	,	,	PUNCT
ajst-31995	18	104	including	include	VERB
ajst-31995	18	105	lightweight	lightweight	ADJ
ajst-31995	18	106	model	model	NOUN
ajst-31995	18	107	design	design	NOUN
ajst-31995	18	108	and	and	CCONJ
ajst-31995	18	109	semanticphysical	semanticphysical	ADJ
ajst-31995	18	110	layer	layer	NOUN
ajst-31995	18	111	joint	joint	ADJ
ajst-31995	18	112	optimization	optimization	NOUN
ajst-31995	18	113	.	.	PUNCT
ajst-31995	19	1	by	by	ADP
ajst-31995	19	2	integrating	integrate	VERB
ajst-31995	19	3	existing	exist	VERB
ajst-31995	19	4	research	research	NOUN
ajst-31995	19	5	findings	finding	NOUN
ajst-31995	19	6	across	across	ADP
ajst-31995	19	7	multiple	multiple	ADJ
ajst-31995	19	8	dimensions	dimension	NOUN
ajst-31995	19	9	,	,	PUNCT
ajst-31995	19	10	this	this	DET
ajst-31995	19	11	paper	paper	NOUN
ajst-31995	19	12	will	will	AUX
ajst-31995	19	13	provide	provide	VERB
ajst-31995	19	14	important	important	ADJ
ajst-31995	19	15	references	reference	NOUN
ajst-31995	19	16	for	for	ADP
ajst-31995	19	17	academic	academic	ADJ
ajst-31995	19	18	research	research	NOUN
ajst-31995	19	19	and	and	CCONJ
ajst-31995	19	20	technological	technological	ADJ
ajst-31995	19	21	implementation	implementation	NOUN
ajst-31995	19	22	of	of	ADP
ajst-31995	19	23	6	6	NUM
ajst-31995	19	24	g	g	NOUN
ajst-31995	19	25	semantic	semantic	ADJ
ajst-31995	19	26	communication	communication	NOUN
ajst-31995	19	27	.	.	PUNCT
ajst-31995	20	1	2	2	X
ajst-31995	20	2	.	.	X
ajst-31995	20	3	research	research	NOUN
ajst-31995	20	4	progress	progress	NOUN
ajst-31995	20	5	on	on	ADP
ajst-31995	20	6	ai	ai	PRON
ajst-31995	20	7	large	large	ADJ
ajst-31995	20	8	model	model	NOUN
ajst-31995	20	9	-	-	PUNCT
ajst-31995	20	10	driven	drive	VERB
ajst-31995	20	11	semantic	semantic	ADJ
ajst-31995	20	12	communication	communication	NOUN
ajst-31995	20	13	for	for	ADP
ajst-31995	20	14	6	6	NUM
ajst-31995	20	15	g	g	ADP
ajst-31995	20	16	2.1	2.1	NUM
ajst-31995	20	17	.	.	PUNCT
ajst-31995	21	1	advances	advance	NOUN
ajst-31995	21	2	in	in	ADP
ajst-31995	21	3	ai	ai	PRON
ajst-31995	21	4	large	large	ADJ
ajst-31995	21	5	model	model	NOUN
ajst-31995	21	6	-	-	PUNCT
ajst-31995	21	7	driven	drive	VERB
ajst-31995	21	8	semantic	semantic	ADJ
ajst-31995	21	9	communication	communication	NOUN
ajst-31995	21	10	for	for	ADP
ajst-31995	21	11	6	6	NUM
ajst-31995	21	12	g	g	NOUN
ajst-31995	21	13	fundamental	fundamental	ADJ
ajst-31995	21	14	theoretical	theoretical	ADJ
ajst-31995	21	15	framework	framework	NOUN
ajst-31995	21	16	of	of	ADP
ajst-31995	21	17	semantic	semantic	ADJ
ajst-31995	21	18	communication	communication	NOUN
ajst-31995	21	19	traditional	traditional	ADJ
ajst-31995	21	20	communication	communication	NOUN
ajst-31995	21	21	theory	theory	NOUN
ajst-31995	21	22	based	base	VERB
ajst-31995	21	23	on	on	ADP
ajst-31995	21	24	shannon	shannon	PROPN
ajst-31995	21	25	's	's	PART
ajst-31995	21	26	information	information	NOUN
ajst-31995	21	27	theory	theory	NOUN
ajst-31995	21	28	primarily	primarily	ADV
ajst-31995	21	29	focuses	focus	VERB
ajst-31995	21	30	on	on	ADP
ajst-31995	21	31	bit	bit	ADJ
ajst-31995	21	32	-	-	PUNCT
ajst-31995	21	33	level	level	NOUN
ajst-31995	21	34	transmission	transmission	NOUN
ajst-31995	21	35	efficiency	efficiency	NOUN
ajst-31995	21	36	and	and	CCONJ
ajst-31995	21	37	reliability	reliability	NOUN
ajst-31995	21	38	.	.	PUNCT
ajst-31995	22	1	however	however	ADV
ajst-31995	22	2	,	,	PUNCT
ajst-31995	22	3	the	the	DET
ajst-31995	22	4	6	6	NUM
ajst-31995	22	5	g	g	NOUN
ajst-31995	22	6	era	era	NOUN
ajst-31995	22	7	imposes	impose	VERB
ajst-31995	22	8	higher	high	ADJ
ajst-31995	22	9	requirements	requirement	NOUN
ajst-31995	22	10	on	on	ADP
ajst-31995	22	11	communication	communication	NOUN
ajst-31995	22	12	systems	system	NOUN
ajst-31995	22	13	,	,	PUNCT
ajst-31995	22	14	necessitating	necessitate	VERB
ajst-31995	22	15	a	a	DET
ajst-31995	22	16	shift	shift	NOUN
ajst-31995	22	17	from	from	ADP
ajst-31995	22	18	"	"	PUNCT
ajst-31995	22	19	bit	bit	NOUN
ajst-31995	22	20	transmission	transmission	NOUN
ajst-31995	22	21	"	"	PUNCT
ajst-31995	22	22	to	to	ADP
ajst-31995	22	23	"	"	PUNCT
ajst-31995	22	24	semantic	semantic	ADJ
ajst-31995	22	25	delivery	delivery	NOUN
ajst-31995	22	26	"	"	PUNCT
ajst-31995	22	27	.	.	PUNCT
ajst-31995	23	1	recent	recent	ADJ
ajst-31995	23	2	research	research	NOUN
ajst-31995	23	3	[	[	X
ajst-31995	23	4	4	4	X
ajst-31995	23	5	]	]	PUNCT
ajst-31995	23	6	has	have	AUX
ajst-31995	23	7	proposed	propose	VERB
ajst-31995	23	8	a	a	DET
ajst-31995	23	9	"	"	PUNCT
ajst-31995	23	10	semantic	semantic	ADJ
ajst-31995	23	11	information	information	NOUN
ajst-31995	23	12	theory	theory	NOUN
ajst-31995	23	13	"	"	PUNCT
ajst-31995	23	14	framework	framework	NOUN
ajst-31995	23	15	that	that	PRON
ajst-31995	23	16	extends	extend	VERB
ajst-31995	23	17	information	information	NOUN
ajst-31995	23	18	value	value	NOUN
ajst-31995	23	19	metrics	metric	NOUN
ajst-31995	23	20	from	from	ADP
ajst-31995	23	21	traditional	traditional	ADJ
ajst-31995	23	22	bit	bit	NOUN
ajst-31995	23	23	quantity	quantity	NOUN
ajst-31995	23	24	to	to	ADP
ajst-31995	23	25	semantic	semantic	ADJ
ajst-31995	23	26	content	content	NOUN
ajst-31995	23	27	,	,	PUNCT
ajst-31995	23	28	defining	define	VERB
ajst-31995	23	29	new	new	ADJ
ajst-31995	23	30	concepts	concept	NOUN
ajst-31995	23	31	such	such	ADJ
ajst-31995	23	32	as	as	ADP
ajst-31995	23	33	semantic	semantic	ADJ
ajst-31995	23	34	entropy	entropy	NOUN
ajst-31995	23	35	and	and	CCONJ
ajst-31995	23	36	semantic	semantic	ADJ
ajst-31995	23	37	rate	rate	NOUN
ajst-31995	23	38	-	-	PUNCT
ajst-31995	23	39	distortion	distortion	NOUN
ajst-31995	23	40	functions	function	NOUN
ajst-31995	23	41	.	.	PUNCT
ajst-31995	24	1	this	this	DET
ajst-31995	24	2	theoretical	theoretical	ADJ
ajst-31995	24	3	breakthrough	breakthrough	NOUN
ajst-31995	24	4	establishes	establish	VERB
ajst-31995	24	5	a	a	DET
ajst-31995	24	6	crucial	crucial	ADJ
ajst-31995	24	7	foundation	foundation	NOUN
ajst-31995	24	8	for	for	ADP
ajst-31995	24	9	6	6	NUM
ajst-31995	24	10	g	g	NOUN
ajst-31995	24	11	semantic	semantic	ADJ
ajst-31995	24	12	communication	communication	NOUN
ajst-31995	24	13	system	system	NOUN
ajst-31995	24	14	design	design	NOUN
ajst-31995	24	15	,	,	PUNCT
ajst-31995	24	16	enabling	enable	VERB
ajst-31995	24	17	communication	communication	NOUN
ajst-31995	24	18	efficiency	efficiency	NOUN
ajst-31995	24	19	to	to	PART
ajst-31995	24	20	surpass	surpass	VERB
ajst-31995	24	21	traditional	traditional	ADJ
ajst-31995	24	22	shannon	shannon	PROPN
ajst-31995	24	23	limits	limit	NOUN
ajst-31995	24	24	through	through	ADP
ajst-31995	24	25	semantic	semantic	ADJ
ajst-31995	24	26	understanding	understanding	NOUN
ajst-31995	24	27	and	and	CCONJ
ajst-31995	24	28	achieve	achieve	VERB
ajst-31995	24	29	leapfrog	leapfrog	ADJ
ajst-31995	24	30	improvements	improvement	NOUN
ajst-31995	24	31	.	.	PUNCT
ajst-31995	25	1	the	the	DET
ajst-31995	25	2	framework	framework	NOUN
ajst-31995	25	3	also	also	ADV
ajst-31995	25	4	introduces	introduce	VERB
ajst-31995	25	5	new	new	ADJ
ajst-31995	25	6	metrics	metric	NOUN
ajst-31995	25	7	like	like	ADP
ajst-31995	25	8	semantic	semantic	ADJ
ajst-31995	25	9	signal	signal	NOUN
ajst-31995	25	10	-	-	PUNCT
ajst-31995	25	11	to	to	ADP
ajst-31995	25	12	-	-	PUNCT
ajst-31995	25	13	noise	noise	NOUN
ajst-31995	25	14	ratio	ratio	NOUN
ajst-31995	25	15	(	(	PUNCT
ajst-31995	25	16	semantic	semantic	ADJ
ajst-31995	25	17	snr	snr	NOUN
ajst-31995	25	18	)	)	PUNCT
ajst-31995	25	19	,	,	PUNCT
ajst-31995	25	20	providing	provide	VERB
ajst-31995	25	21	quantitative	quantitative	ADJ
ajst-31995	25	22	standards	standard	NOUN
ajst-31995	25	23	for	for	ADP
ajst-31995	25	24	evaluating	evaluate	VERB
ajst-31995	25	25	semantic	semantic	ADJ
ajst-31995	25	26	communication	communication	NOUN
ajst-31995	25	27	quality	quality	NOUN
ajst-31995	25	28	.	.	PUNCT
ajst-31995	26	1	figure	figure	NOUN
ajst-31995	26	2	1	1	NUM
ajst-31995	26	3	presents	present	VERB
ajst-31995	26	4	a	a	DET
ajst-31995	26	5	visualization	visualization	NOUN
ajst-31995	26	6	of	of	ADP
ajst-31995	26	7	the	the	DET
ajst-31995	26	8	2.1	2.1	NUM
ajst-31995	26	9	semantic	semantic	ADJ
ajst-31995	26	10	communication	communication	NOUN
ajst-31995	26	11	technology	technology	NOUN
ajst-31995	26	12	framework	framework	NOUN
ajst-31995	26	13	,	,	PUNCT
ajst-31995	26	14	illustrating	illustrate	VERB
ajst-31995	26	15	the	the	DET
ajst-31995	26	16	workflow	workflow	NOUN
ajst-31995	26	17	that	that	PRON
ajst-31995	26	18	connects	connect	VERB
ajst-31995	26	19	"	"	PUNCT
ajst-31995	26	20	knowledge	knowledge	NOUN
ajst-31995	26	21	base	base	NOUN
ajst-31995	26	22	-	-	PUNCT
ajst-31995	26	23	supported	support	VERB
ajst-31995	26	24	semantic	semantic	ADJ
ajst-31995	26	25	extraction	extraction	NOUN
ajst-31995	26	26	semanticaware	semanticaware	NOUN
ajst-31995	26	27	optimized	optimize	VERB
ajst-31995	26	28	transmission	transmission	NOUN
ajst-31995	26	29	semantic	semantic	ADJ
ajst-31995	26	30	reconstruction	reconstruction	NOUN
ajst-31995	26	31	at	at	ADP
ajst-31995	26	32	the	the	DET
ajst-31995	26	33	receiver	receiver	ADJ
ajst-31995	26	34	side	side	NOUN
ajst-31995	26	35	"	"	PUNCT
ajst-31995	26	36	.	.	PUNCT
ajst-31995	27	1	fig	fig	NOUN
ajst-31995	27	2	.	.	PUNCT
ajst-31995	28	1	1	1	NUM
ajst-31995	28	2	the	the	DET
ajst-31995	28	3	2.1	2.1	NUM
ajst-31995	28	4	semantic	semantic	ADJ
ajst-31995	28	5	communication	communication	NOUN
ajst-31995	28	6	technology	technology	NOUN
ajst-31995	28	7	framework	framework	NOUN
ajst-31995	28	8	[	[	X
ajst-31995	28	9	6	6	NUM
ajst-31995	28	10	]	]	X
ajst-31995	28	11	current	current	ADJ
ajst-31995	28	12	key	key	ADJ
ajst-31995	28	13	technological	technological	ADJ
ajst-31995	28	14	advances	advance	NOUN
ajst-31995	28	15	include	include	VERB
ajst-31995	28	16	:	:	PUNCT
ajst-31995	28	17	the	the	DET
ajst-31995	28	18	hierarchical	hierarchical	ADJ
ajst-31995	28	19	semantic	semantic	ADJ
ajst-31995	28	20	transformer	transformer	NOUN
ajst-31995	28	21	architecture	architecture	NOUN
ajst-31995	28	22	developed	develop	VERB
ajst-31995	28	23	by	by	ADP
ajst-31995	28	24	stanford	stanford	PROPN
ajst-31995	28	25	and	and	CCONJ
ajst-31995	28	26	tsinghua	tsinghua	PROPN
ajst-31995	28	27	teams	team	NOUN
ajst-31995	28	28	demonstrating	demonstrate	VERB
ajst-31995	28	29	leading	lead	VERB
ajst-31995	28	30	performance	performance	NOUN
ajst-31995	28	31	in	in	ADP
ajst-31995	28	32	multiple	multiple	ADJ
ajst-31995	28	33	benchmarks	benchmark	NOUN
ajst-31995	28	34	[	[	X
ajst-31995	28	35	7	7	NUM
ajst-31995	28	36	-	-	SYM
ajst-31995	28	37	8	8	NUM
ajst-31995	28	38	]	]	PUNCT
ajst-31995	28	39	;	;	PUNCT
ajst-31995	28	40	qualcomm	qualcomm	NOUN
ajst-31995	28	41	's	's	PART
ajst-31995	28	42	newly	newly	ADV
ajst-31995	28	43	released	release	VERB
ajst-31995	28	44	6	6	NUM
ajst-31995	28	45	g	g	NOUN
ajst-31995	28	46	semantic	semantic	ADJ
ajst-31995	28	47	communication	communication	NOUN
ajst-31995	28	48	chipset	chipset	NOUN
ajst-31995	28	49	capable	capable	ADJ
ajst-31995	28	50	of	of	ADP
ajst-31995	28	51	processing	process	VERB
ajst-31995	28	52	13	13	NUM
ajst-31995	28	53	-	-	PUNCT
ajst-31995	28	54	billion	billion	NUM
ajst-31995	28	55	-	-	PUNCT
ajst-31995	28	56	parameter	parameter	NOUN
ajst-31995	28	57	models	model	NOUN
ajst-31995	28	58	in	in	ADP
ajst-31995	28	59	real	real	ADJ
ajst-31995	28	60	-	-	PUNCT
ajst-31995	28	61	time	time	NOUN
ajst-31995	28	62	at	at	ADP
ajst-31995	28	63	2w	2w	NUM
ajst-31995	28	64	power	power	NOUN
ajst-31995	28	65	consumption	consumption	NOUN
ajst-31995	29	1	[	[	X
ajst-31995	29	2	9	9	NUM
ajst-31995	29	3	]	]	PUNCT
ajst-31995	29	4	;	;	PUNCT
ajst-31995	29	5	and	and	CCONJ
ajst-31995	29	6	alibaba	alibaba	PROPN
ajst-31995	29	7	's	's	PART
ajst-31995	29	8	security	security	NOUN
ajst-31995	29	9	team	team	NOUN
ajst-31995	29	10	proposing	propose	VERB
ajst-31995	29	11	a	a	DET
ajst-31995	29	12	quantum	quantum	NOUN
ajst-31995	29	13	-	-	PUNCT
ajst-31995	29	14	enhanced	enhance	VERB
ajst-31995	29	15	semantic	semantic	ADJ
ajst-31995	29	16	encryption	encryption	NOUN
ajst-31995	29	17	solution	solution	NOUN
ajst-31995	29	18	resistant	resistant	ADJ
ajst-31995	29	19	to	to	ADP
ajst-31995	29	20	quantum	quantum	ADJ
ajst-31995	29	21	50	50	NUM
ajst-31995	29	22	computing	computing	NOUN
ajst-31995	29	23	attacks	attack	NOUN
ajst-31995	29	24	[	[	X
ajst-31995	29	25	10	10	NUM
ajst-31995	29	26	]	]	PUNCT
ajst-31995	29	27	.	.	PUNCT
ajst-31995	30	1	these	these	DET
ajst-31995	30	2	technological	technological	ADJ
ajst-31995	30	3	advancements	advancement	NOUN
ajst-31995	30	4	are	be	AUX
ajst-31995	30	5	driving	drive	VERB
ajst-31995	30	6	semantic	semantic	ADJ
ajst-31995	30	7	communication	communication	NOUN
ajst-31995	30	8	from	from	ADP
ajst-31995	30	9	laboratory	laboratory	NOUN
ajst-31995	30	10	research	research	NOUN
ajst-31995	30	11	to	to	ADP
ajst-31995	30	12	practical	practical	ADJ
ajst-31995	30	13	applications	application	NOUN
ajst-31995	30	14	,	,	PUNCT
ajst-31995	30	15	though	though	SCONJ
ajst-31995	30	16	challenges	challenge	NOUN
ajst-31995	30	17	remain	remain	VERB
ajst-31995	30	18	in	in	ADP
ajst-31995	30	19	standardization	standardization	NOUN
ajst-31995	30	20	,	,	PUNCT
ajst-31995	30	21	energy	energy	NOUN
ajst-31995	30	22	efficiency	efficiency	NOUN
ajst-31995	30	23	optimization	optimization	NOUN
ajst-31995	30	24	and	and	CCONJ
ajst-31995	30	25	other	other	ADJ
ajst-31995	30	26	areas	area	NOUN
ajst-31995	30	27	requiring	require	VERB
ajst-31995	30	28	further	further	ADJ
ajst-31995	30	29	research	research	NOUN
ajst-31995	30	30	breakthroughs	breakthrough	NOUN
ajst-31995	30	31	.	.	PUNCT
ajst-31995	31	1	2.2	2.2	NUM
ajst-31995	31	2	.	.	PUNCT
ajst-31995	32	1	typical	typical	ADJ
ajst-31995	32	2	6	6	NUM
ajst-31995	32	3	g	g	NOUN
ajst-31995	32	4	application	application	NOUN
ajst-31995	32	5	scenarios	scenario	NOUN
ajst-31995	32	6	and	and	CCONJ
ajst-31995	32	7	progress	progress	NOUN
ajst-31995	32	8	(	(	PUNCT
ajst-31995	32	9	1	1	X
ajst-31995	32	10	)	)	PUNCT
ajst-31995	32	11	intelligent	intelligent	ADJ
ajst-31995	32	12	holographic	holographic	ADJ
ajst-31995	32	13	communication	communication	NOUN
ajst-31995	32	14	as	as	ADP
ajst-31995	32	15	one	one	NUM
ajst-31995	32	16	of	of	ADP
ajst-31995	32	17	the	the	DET
ajst-31995	32	18	most	most	ADV
ajst-31995	32	19	representative	representative	ADJ
ajst-31995	32	20	application	application	NOUN
ajst-31995	32	21	scenarios	scenario	NOUN
ajst-31995	32	22	of	of	ADP
ajst-31995	32	23	6	6	NUM
ajst-31995	32	24	g	g	NOUN
ajst-31995	32	25	,	,	PUNCT
ajst-31995	32	26	intelligent	intelligent	ADJ
ajst-31995	32	27	holographic	holographic	ADJ
ajst-31995	32	28	communication	communication	NOUN
ajst-31995	32	29	is	be	AUX
ajst-31995	32	30	achieving	achieve	VERB
ajst-31995	32	31	revolutionary	revolutionary	ADJ
ajst-31995	32	32	breakthroughs	breakthrough	NOUN
ajst-31995	32	33	through	through	ADP
ajst-31995	32	34	ai	ai	PRON
ajst-31995	32	35	large	large	ADJ
ajst-31995	32	36	models	model	NOUN
ajst-31995	32	37	.	.	PUNCT
ajst-31995	33	1	in	in	ADP
ajst-31995	33	2	this	this	DET
ajst-31995	33	3	scenario	scenario	NOUN
ajst-31995	33	4	,	,	PUNCT
ajst-31995	33	5	large	large	ADJ
ajst-31995	33	6	models	model	NOUN
ajst-31995	33	7	extract	extract	VERB
ajst-31995	33	8	key	key	ADJ
ajst-31995	33	9	semantic	semantic	ADJ
ajst-31995	33	10	features	feature	NOUN
ajst-31995	33	11	from	from	ADP
ajst-31995	33	12	three	three	NUM
ajst-31995	33	13	-	-	PUNCT
ajst-31995	33	14	dimensional	dimensional	ADJ
ajst-31995	33	15	space	space	NOUN
ajst-31995	33	16	(	(	PUNCT
ajst-31995	33	17	such	such	ADJ
ajst-31995	33	18	as	as	ADP
ajst-31995	33	19	facial	facial	ADJ
ajst-31995	33	20	expressions	expression	NOUN
ajst-31995	33	21	,	,	PUNCT
ajst-31995	33	22	gestures	gesture	NOUN
ajst-31995	33	23	,	,	PUNCT
ajst-31995	33	24	and	and	CCONJ
ajst-31995	33	25	environmental	environmental	ADJ
ajst-31995	33	26	objects	object	NOUN
ajst-31995	33	27	)	)	PUNCT
ajst-31995	33	28	,	,	PUNCT
ajst-31995	33	29	compressing	compress	VERB
ajst-31995	33	30	traditionally	traditionally	ADV
ajst-31995	33	31	required	require	VERB
ajst-31995	33	32	multi	multi	ADJ
ajst-31995	33	33	-	-	ADJ
ajst-31995	33	34	gbps	gbps	ADJ
ajst-31995	33	35	bandwidth	bandwidth	ADJ
ajst-31995	33	36	holographic	holographic	ADJ
ajst-31995	33	37	data	datum	NOUN
ajst-31995	33	38	to	to	ADP
ajst-31995	33	39	tens	ten	NOUN
ajst-31995	33	40	of	of	ADP
ajst-31995	33	41	mbps	mbps	NOUN
ajst-31995	33	42	.	.	PUNCT
ajst-31995	34	1	huawei	huawei	PROPN
ajst-31995	34	2	's	's	PART
ajst-31995	34	3	laboratory	laboratory	NOUN
ajst-31995	34	4	[	[	X
ajst-31995	34	5	1	1	NUM
ajst-31995	34	6	]	]	PUNCT
ajst-31995	34	7	demonstrated	demonstrate	VERB
ajst-31995	34	8	an	an	DET
ajst-31995	34	9	8k	8k	ADJ
ajst-31995	34	10	holographic	holographic	ADJ
ajst-31995	34	11	conferencing	conference	VERB
ajst-31995	34	12	system	system	NOUN
ajst-31995	34	13	using	use	VERB
ajst-31995	34	14	a	a	DET
ajst-31995	34	15	transformer	transformer	NOUN
ajst-31995	34	16	-	-	PUNCT
ajst-31995	34	17	based	base	VERB
ajst-31995	34	18	semantic	semantic	ADJ
ajst-31995	34	19	encoder	encoder	NOUN
ajst-31995	34	20	,	,	PUNCT
ajst-31995	34	21	achieving	achieve	VERB
ajst-31995	34	22	a	a	DET
ajst-31995	34	23	98.7	98.7	NUM
ajst-31995	34	24	%	%	NOUN
ajst-31995	34	25	bandwidth	bandwidth	ADJ
ajst-31995	34	26	compression	compression	NOUN
ajst-31995	34	27	rate	rate	NOUN
ajst-31995	34	28	while	while	SCONJ
ajst-31995	34	29	maintaining	maintain	VERB
ajst-31995	34	30	lossless	lossless	NOUN
ajst-31995	34	31	transmission	transmission	NOUN
ajst-31995	34	32	of	of	ADP
ajst-31995	34	33	critical	critical	ADJ
ajst-31995	34	34	interaction	interaction	NOUN
ajst-31995	34	35	information	information	NOUN
ajst-31995	34	36	.	.	PUNCT
ajst-31995	35	1	tests	test	NOUN
ajst-31995	35	2	by	by	ADP
ajst-31995	35	3	china	china	PROPN
ajst-31995	35	4	mobile	mobile	PROPN
ajst-31995	35	5	[	[	X
ajst-31995	35	6	11	11	NUM
ajst-31995	35	7	]	]	PUNCT
ajst-31995	35	8	show	show	VERB
ajst-31995	35	9	that	that	SCONJ
ajst-31995	35	10	this	this	DET
ajst-31995	35	11	system	system	NOUN
ajst-31995	35	12	can	can	AUX
ajst-31995	35	13	support	support	VERB
ajst-31995	35	14	8	8	NUM
ajst-31995	35	15	-	-	PUNCT
ajst-31995	35	16	party	party	NOUN
ajst-31995	35	17	real	real	ADJ
ajst-31995	35	18	-	-	PUNCT
ajst-31995	35	19	time	time	NOUN
ajst-31995	35	20	holographic	holographic	ADJ
ajst-31995	35	21	conferences	conference	NOUN
ajst-31995	35	22	with	with	ADP
ajst-31995	35	23	an	an	DET
ajst-31995	35	24	end	end	NOUN
ajst-31995	35	25	-	-	PUNCT
ajst-31995	35	26	to	to	ADP
ajst-31995	35	27	-	-	PUNCT
ajst-31995	35	28	end	end	NOUN
ajst-31995	35	29	latency	latency	NOUN
ajst-31995	35	30	of	of	ADP
ajst-31995	35	31	5ms	5ms	ADJ
ajst-31995	35	32	.	.	PUNCT
ajst-31995	36	1	however	however	ADV
ajst-31995	36	2	,	,	PUNCT
ajst-31995	36	3	the	the	DET
ajst-31995	36	4	technology	technology	NOUN
ajst-31995	36	5	still	still	ADV
ajst-31995	36	6	faces	face	VERB
ajst-31995	36	7	challenges	challenge	NOUN
ajst-31995	36	8	in	in	ADP
ajst-31995	36	9	multimodal	multimodal	ADJ
ajst-31995	36	10	semantic	semantic	ADJ
ajst-31995	36	11	synchronization	synchronization	NOUN
ajst-31995	36	12	,	,	PUNCT
ajst-31995	36	13	particularly	particularly	ADV
ajst-31995	36	14	requiring	require	VERB
ajst-31995	36	15	lip	lip	NOUN
ajst-31995	36	16	-	-	PUNCT
ajst-31995	36	17	sync	sync	NOUN
ajst-31995	36	18	accuracy	accuracy	NOUN
ajst-31995	36	19	to	to	PART
ajst-31995	36	20	exceed	exceed	VERB
ajst-31995	36	21	99.9	99.9	NUM
ajst-31995	36	22	%	%	NOUN
ajst-31995	36	23	for	for	ADP
ajst-31995	36	24	professional	professional	ADJ
ajst-31995	36	25	scenarios	scenario	NOUN
ajst-31995	36	26	like	like	ADP
ajst-31995	36	27	healthcare	healthcare	NOUN
ajst-31995	36	28	.	.	PUNCT
ajst-31995	37	1	additionally	additionally	ADV
ajst-31995	37	2	,	,	PUNCT
ajst-31995	37	3	maintaining	maintain	VERB
ajst-31995	37	4	semantic	semantic	ADJ
ajst-31995	37	5	stability	stability	NOUN
ajst-31995	37	6	under	under	ADP
ajst-31995	37	7	dynamic	dynamic	ADJ
ajst-31995	37	8	lighting	lighting	NOUN
ajst-31995	37	9	changes	change	NOUN
ajst-31995	37	10	remains	remain	VERB
ajst-31995	37	11	a	a	DET
ajst-31995	37	12	key	key	ADJ
ajst-31995	37	13	research	research	NOUN
ajst-31995	37	14	challenge	challenge	NOUN
ajst-31995	37	15	.	.	PUNCT
ajst-31995	38	1	(	(	PUNCT
ajst-31995	38	2	2	2	X
ajst-31995	38	3	)	)	PUNCT
ajst-31995	38	4	industrial	industrial	ADJ
ajst-31995	38	5	digital	digital	ADJ
ajst-31995	38	6	twins	twin	NOUN
ajst-31995	38	7	in	in	ADP
ajst-31995	38	8	industrial	industrial	ADJ
ajst-31995	38	9	digital	digital	ADJ
ajst-31995	38	10	twin	twin	ADJ
ajst-31995	38	11	scenarios	scenario	NOUN
ajst-31995	38	12	,	,	PUNCT
ajst-31995	38	13	ai	ai	VERB
ajst-31995	38	14	large	large	ADJ
ajst-31995	38	15	models	model	NOUN
ajst-31995	38	16	are	be	AUX
ajst-31995	38	17	reshaping	reshape	VERB
ajst-31995	38	18	traditional	traditional	ADJ
ajst-31995	38	19	industrial	industrial	ADJ
ajst-31995	38	20	communication	communication	NOUN
ajst-31995	38	21	paradigms	paradigm	VERB
ajst-31995	38	22	.	.	PUNCT
ajst-31995	39	1	a	a	DET
ajst-31995	39	2	collaborative	collaborative	ADJ
ajst-31995	39	3	project	project	NOUN
ajst-31995	39	4	between	between	ADP
ajst-31995	39	5	siemens	siemens	PROPN
ajst-31995	39	6	and	and	CCONJ
ajst-31995	39	7	ericsson	ericsson	NOUN
ajst-31995	39	8	[	[	X
ajst-31995	39	9	12	12	NUM
ajst-31995	39	10	]	]	PUNCT
ajst-31995	39	11	demonstrated	demonstrate	VERB
ajst-31995	39	12	that	that	SCONJ
ajst-31995	39	13	by	by	ADP
ajst-31995	39	14	using	use	VERB
ajst-31995	39	15	large	large	ADJ
ajst-31995	39	16	models	model	NOUN
ajst-31995	39	17	to	to	PART
ajst-31995	39	18	extract	extract	VERB
ajst-31995	39	19	semantic	semantic	ADJ
ajst-31995	39	20	features	feature	NOUN
ajst-31995	39	21	of	of	ADP
ajst-31995	39	22	equipment	equipment	NOUN
ajst-31995	39	23	operating	operate	VERB
ajst-31995	39	24	status	status	NOUN
ajst-31995	39	25	(	(	PUNCT
ajst-31995	39	26	such	such	ADJ
ajst-31995	39	27	as	as	ADP
ajst-31995	39	28	vibration	vibration	NOUN
ajst-31995	39	29	spectra	spectra	NOUN
ajst-31995	39	30	and	and	CCONJ
ajst-31995	39	31	temperature	temperature	NOUN
ajst-31995	39	32	gradients	gradient	NOUN
ajst-31995	39	33	)	)	PUNCT
ajst-31995	39	34	,	,	PUNCT
ajst-31995	39	35	monitoring	monitor	VERB
ajst-31995	39	36	data	datum	NOUN
ajst-31995	39	37	per	per	ADP
ajst-31995	39	38	device	device	NOUN
ajst-31995	39	39	can	can	AUX
ajst-31995	39	40	be	be	AUX
ajst-31995	39	41	reduced	reduce	VERB
ajst-31995	39	42	from	from	ADP
ajst-31995	39	43	1gbps	1gbps	NUM
ajst-31995	39	44	to	to	ADP
ajst-31995	39	45	1mbps	1mbps	NUM
ajst-31995	39	46	.	.	PUNCT
ajst-31995	40	1	in	in	ADP
ajst-31995	40	2	practical	practical	ADJ
ajst-31995	40	3	applications	application	NOUN
ajst-31995	40	4	on	on	ADP
ajst-31995	40	5	automotive	automotive	ADJ
ajst-31995	40	6	production	production	NOUN
ajst-31995	40	7	lines	line	NOUN
ajst-31995	40	8	,	,	PUNCT
ajst-31995	40	9	this	this	DET
ajst-31995	40	10	technology	technology	NOUN
ajst-31995	40	11	achieved	achieve	VERB
ajst-31995	40	12	99.2	99.2	NUM
ajst-31995	40	13	%	%	NOUN
ajst-31995	40	14	fault	fault	NOUN
ajst-31995	40	15	prediction	prediction	NOUN
ajst-31995	40	16	accuracy	accuracy	NOUN
ajst-31995	40	17	with	with	ADP
ajst-31995	40	18	a	a	DET
ajst-31995	40	19	false	false	ADJ
ajst-31995	40	20	alarm	alarm	NOUN
ajst-31995	40	21	rate	rate	NOUN
ajst-31995	40	22	of	of	ADP
ajst-31995	40	23	only	only	ADV
ajst-31995	40	24	0.3	0.3	NUM
ajst-31995	40	25	%	%	NOUN
ajst-31995	40	26	.	.	PUNCT
ajst-31995	41	1	notably	notably	ADV
ajst-31995	41	2	,	,	PUNCT
ajst-31995	41	3	the	the	DET
ajst-31995	41	4	semantic	semantic	NOUN
ajst-31995	41	5	communicationbased	communicationbase	VERB
ajst-31995	41	6	digital	digital	ADJ
ajst-31995	41	7	twin	twin	ADJ
ajst-31995	41	8	system	system	NOUN
ajst-31995	41	9	achieved	achieve	VERB
ajst-31995	41	10	sub	sub	ADJ
ajst-31995	41	11	-	-	ADJ
ajst-31995	41	12	millisecond	millisecond	ADJ
ajst-31995	41	13	virtual	virtual	ADJ
ajst-31995	41	14	-	-	PUNCT
ajst-31995	41	15	real	real	ADJ
ajst-31995	41	16	synchronization	synchronization	NOUN
ajst-31995	41	17	,	,	PUNCT
ajst-31995	41	18	enabling	enable	VERB
ajst-31995	41	19	remote	remote	ADJ
ajst-31995	41	20	control	control	NOUN
ajst-31995	41	21	.	.	PUNCT
ajst-31995	42	1	however	however	ADV
ajst-31995	42	2	,	,	PUNCT
ajst-31995	42	3	significant	significant	ADJ
ajst-31995	42	4	challenges	challenge	NOUN
ajst-31995	42	5	remain	remain	VERB
ajst-31995	42	6	:	:	PUNCT
ajst-31995	42	7	heterogeneity	heterogeneity	NOUN
ajst-31995	42	8	in	in	ADP
ajst-31995	42	9	industrial	industrial	ADJ
ajst-31995	42	10	equipment	equipment	NOUN
ajst-31995	42	11	leads	lead	VERB
ajst-31995	42	12	to	to	ADP
ajst-31995	42	13	semantic	semantic	ADJ
ajst-31995	42	14	understanding	understanding	NOUN
ajst-31995	42	15	deviations	deviation	NOUN
ajst-31995	42	16	,	,	PUNCT
ajst-31995	42	17	requiring	require	VERB
ajst-31995	42	18	urgent	urgent	ADJ
ajst-31995	42	19	standardization	standardization	NOUN
ajst-31995	42	20	of	of	ADP
ajst-31995	42	21	semantic	semantic	ADJ
ajst-31995	42	22	interfaces	interface	NOUN
ajst-31995	42	23	across	across	ADP
ajst-31995	42	24	manufacturers	manufacturer	NOUN
ajst-31995	42	25	.	.	PUNCT
ajst-31995	43	1	moreover	moreover	ADV
ajst-31995	43	2	,	,	PUNCT
ajst-31995	43	3	semantic	semantic	ADJ
ajst-31995	43	4	transmission	transmission	NOUN
ajst-31995	43	5	stability	stability	NOUN
ajst-31995	43	6	in	in	ADP
ajst-31995	43	7	harsh	harsh	ADJ
ajst-31995	43	8	industrial	industrial	ADJ
ajst-31995	43	9	environments	environment	NOUN
ajst-31995	43	10	needs	need	VERB
ajst-31995	43	11	improvement	improvement	NOUN
ajst-31995	43	12	,	,	PUNCT
ajst-31995	43	13	with	with	ADP
ajst-31995	43	14	current	current	ADJ
ajst-31995	43	15	systems	system	NOUN
ajst-31995	43	16	experiencing	experience	VERB
ajst-31995	43	17	approximately	approximately	ADV
ajst-31995	43	18	5	5	NUM
ajst-31995	43	19	%	%	NOUN
ajst-31995	43	20	semantic	semantic	ADJ
ajst-31995	43	21	loss	loss	NOUN
ajst-31995	43	22	under	under	ADP
ajst-31995	43	23	strong	strong	ADJ
ajst-31995	43	24	electromagnetic	electromagnetic	ADJ
ajst-31995	43	25	interference	interference	NOUN
ajst-31995	43	26	.	.	PUNCT
ajst-31995	44	1	(	(	PUNCT
ajst-31995	44	2	3	3	X
ajst-31995	44	3	)	)	PUNCT
ajst-31995	44	4	intelligent	intelligent	ADJ
ajst-31995	44	5	transportation	transportation	NOUN
ajst-31995	44	6	and	and	CCONJ
ajst-31995	44	7	v2x	v2x	VERB
ajst-31995	44	8	in	in	ADP
ajst-31995	44	9	intelligent	intelligent	ADJ
ajst-31995	44	10	transportation	transportation	NOUN
ajst-31995	44	11	,	,	PUNCT
ajst-31995	44	12	semantic	semantic	ADJ
ajst-31995	44	13	communication	communication	NOUN
ajst-31995	44	14	empowered	empower	VERB
ajst-31995	44	15	by	by	ADP
ajst-31995	44	16	large	large	ADJ
ajst-31995	44	17	models	model	NOUN
ajst-31995	44	18	is	be	AUX
ajst-31995	44	19	redefining	redefine	VERB
ajst-31995	44	20	vehicle	vehicle	NOUN
ajst-31995	44	21	-	-	PUNCT
ajst-31995	44	22	road	road	NOUN
ajst-31995	44	23	coordination	coordination	NOUN
ajst-31995	44	24	.	.	PUNCT
ajst-31995	45	1	the	the	DET
ajst-31995	45	2	v2x	v2x	NOUN
ajst-31995	45	3	system	system	NOUN
ajst-31995	45	4	co	co	VERB
ajst-31995	45	5	-	-	VERB
ajst-31995	45	6	developed	develop	VERB
ajst-31995	45	7	by	by	ADP
ajst-31995	45	8	bmw	bmw	PROPN
ajst-31995	45	9	and	and	CCONJ
ajst-31995	45	10	nokia	nokia	PROPN
ajst-31995	45	11	bell	bell	PROPN
ajst-31995	45	12	labs	lab	NOUN
ajst-31995	45	13	[	[	X
ajst-31995	45	14	13	13	NUM
ajst-31995	45	15	]	]	PUNCT
ajst-31995	45	16	extracts	extract	VERB
ajst-31995	45	17	semantic	semantic	ADJ
ajst-31995	45	18	elements	element	NOUN
ajst-31995	45	19	from	from	ADP
ajst-31995	45	20	road	road	NOUN
ajst-31995	45	21	scenarios	scenario	NOUN
ajst-31995	45	22	(	(	PUNCT
ajst-31995	45	23	e.g.	e.g.	ADV
ajst-31995	45	24	,	,	PUNCT
ajst-31995	45	25	"	"	PUNCT
ajst-31995	45	26	construction	construction	NOUN
ajst-31995	45	27	ahead	ahead	ADV
ajst-31995	45	28	at	at	ADP
ajst-31995	45	29	200	200	NUM
ajst-31995	45	30	meters	meter	NOUN
ajst-31995	45	31	"	"	PUNCT
ajst-31995	45	32	or	or	CCONJ
ajst-31995	45	33	"	"	PUNCT
ajst-31995	45	34	vehicle	vehicle	NOUN
ajst-31995	45	35	lane	lane	NOUN
ajst-31995	45	36	-	-	PUNCT
ajst-31995	45	37	changing	change	VERB
ajst-31995	45	38	on	on	ADP
ajst-31995	45	39	the	the	DET
ajst-31995	45	40	right	right	NOUN
ajst-31995	45	41	"	"	PUNCT
ajst-31995	45	42	)	)	PUNCT
ajst-31995	45	43	,	,	PUNCT
ajst-31995	45	44	reducing	reduce	VERB
ajst-31995	45	45	per	per	ADP
ajst-31995	45	46	-	-	PUNCT
ajst-31995	45	47	vehicle	vehicle	NOUN
ajst-31995	45	48	communication	communication	NOUN
ajst-31995	45	49	load	load	NOUN
ajst-31995	45	50	from	from	ADP
ajst-31995	45	51	100mb	100mb	NOUN
ajst-31995	45	52	/	/	SYM
ajst-31995	45	53	s	s	NOUN
ajst-31995	45	54	to	to	ADP
ajst-31995	45	55	50kb	50kb	PROPN
ajst-31995	45	56	/	/	SYM
ajst-31995	45	57	s.	s.	PROPN
ajst-31995	45	58	field	field	NOUN
ajst-31995	45	59	tests	test	VERB
ajst-31995	45	60	[	[	X
ajst-31995	45	61	14	14	NUM
ajst-31995	45	62	]	]	PUNCT
ajst-31995	45	63	showed	show	VERB
ajst-31995	45	64	that	that	SCONJ
ajst-31995	45	65	this	this	DET
ajst-31995	45	66	technology	technology	NOUN
ajst-31995	45	67	compressed	compress	VERB
ajst-31995	45	68	emergency	emergency	NOUN
ajst-31995	45	69	braking	braking	NOUN
ajst-31995	45	70	command	command	NOUN
ajst-31995	45	71	transmission	transmission	NOUN
ajst-31995	45	72	latency	latency	NOUN
ajst-31995	45	73	from	from	ADP
ajst-31995	45	74	100ms	100ms	NOUN
ajst-31995	45	75	to	to	ADP
ajst-31995	45	76	8ms	8ms	ADJ
ajst-31995	45	77	while	while	SCONJ
ajst-31995	45	78	increasing	increase	VERB
ajst-31995	45	79	accident	accident	NOUN
ajst-31995	45	80	warning	warning	NOUN
ajst-31995	45	81	distance	distance	NOUN
ajst-31995	45	82	by	by	ADP
ajst-31995	45	83	300	300	NUM
ajst-31995	45	84	%	%	NOUN
ajst-31995	45	85	.	.	PUNCT
ajst-31995	46	1	deployment	deployment	NOUN
ajst-31995	46	2	in	in	ADP
ajst-31995	46	3	beijing	beijing	PROPN
ajst-31995	46	4	's	's	PART
ajst-31995	46	5	yizhuang	yizhuang	PROPN
ajst-31995	46	6	autonomous	autonomous	ADJ
ajst-31995	46	7	driving	driving	NOUN
ajst-31995	46	8	pilot	pilot	NOUN
ajst-31995	46	9	zone	zone	NOUN
ajst-31995	46	10	demonstrated	demonstrate	VERB
ajst-31995	46	11	a	a	DET
ajst-31995	46	12	40	40	NUM
ajst-31995	46	13	%	%	NOUN
ajst-31995	46	14	improvement	improvement	NOUN
ajst-31995	46	15	in	in	ADP
ajst-31995	46	16	intersection	intersection	NOUN
ajst-31995	46	17	traffic	traffic	NOUN
ajst-31995	46	18	efficiency	efficiency	NOUN
ajst-31995	46	19	.	.	PUNCT
ajst-31995	47	1	however	however	ADV
ajst-31995	47	2	,	,	PUNCT
ajst-31995	47	3	semantic	semantic	ADJ
ajst-31995	47	4	recognition	recognition	NOUN
ajst-31995	47	5	accuracy	accuracy	NOUN
ajst-31995	47	6	under	under	ADP
ajst-31995	47	7	complex	complex	ADJ
ajst-31995	47	8	weather	weather	NOUN
ajst-31995	47	9	conditions	condition	NOUN
ajst-31995	47	10	(	(	PUNCT
ajst-31995	47	11	e.g.	e.g.	ADV
ajst-31995	47	12	,	,	PUNCT
ajst-31995	47	13	heavy	heavy	ADJ
ajst-31995	47	14	rain	rain	NOUN
ajst-31995	47	15	or	or	CCONJ
ajst-31995	47	16	fog	fog	NOUN
ajst-31995	47	17	)	)	PUNCT
ajst-31995	47	18	remains	remain	VERB
ajst-31995	47	19	insufficient	insufficient	ADJ
ajst-31995	47	20	,	,	PUNCT
ajst-31995	47	21	with	with	ADP
ajst-31995	47	22	current	current	ADJ
ajst-31995	47	23	systems	system	NOUN
ajst-31995	47	24	exhibiting	exhibit	VERB
ajst-31995	47	25	~15	~15	ADP
ajst-31995	47	26	%	%	NOUN
ajst-31995	47	27	misidentification	misidentification	NOUN
ajst-31995	47	28	rates	rate	NOUN
ajst-31995	47	29	in	in	ADP
ajst-31995	47	30	such	such	ADJ
ajst-31995	47	31	conditions	condition	NOUN
ajst-31995	47	32	.	.	PUNCT
ajst-31995	48	1	additionally	additionally	ADV
ajst-31995	48	2	,	,	PUNCT
ajst-31995	48	3	mechanisms	mechanism	NOUN
ajst-31995	48	4	for	for	ADP
ajst-31995	48	5	resolving	resolve	VERB
ajst-31995	48	6	semantic	semantic	ADJ
ajst-31995	48	7	conflicts	conflict	NOUN
ajst-31995	48	8	in	in	ADP
ajst-31995	48	9	multi	multi	ADJ
ajst-31995	48	10	-	-	ADJ
ajst-31995	48	11	vehicle	vehicle	NOUN
ajst-31995	48	12	coordination	coordination	NOUN
ajst-31995	48	13	are	be	AUX
ajst-31995	48	14	still	still	ADV
ajst-31995	48	15	imperfect	imperfect	ADJ
ajst-31995	48	16	,	,	PUNCT
ajst-31995	48	17	potentially	potentially	ADV
ajst-31995	48	18	hindering	hinder	VERB
ajst-31995	48	19	large	large	ADJ
ajst-31995	48	20	-	-	PUNCT
ajst-31995	48	21	scale	scale	NOUN
ajst-31995	48	22	commercialization	commercialization	NOUN
ajst-31995	48	23	.	.	PUNCT
ajst-31995	49	1	(	(	PUNCT
ajst-31995	49	2	4	4	X
ajst-31995	49	3	)	)	PUNCT
ajst-31995	49	4	telemedicine	telemedicine	NOUN
ajst-31995	49	5	and	and	CCONJ
ajst-31995	49	6	tactile	tactile	VERB
ajst-31995	49	7	internet	internet	NOUN
ajst-31995	49	8	in	in	ADP
ajst-31995	49	9	telemedicine	telemedicine	NOUN
ajst-31995	49	10	,	,	PUNCT
ajst-31995	49	11	semantic	semantic	ADJ
ajst-31995	49	12	communication	communication	NOUN
ajst-31995	49	13	is	be	AUX
ajst-31995	49	14	pushing	push	VERB
ajst-31995	49	15	the	the	DET
ajst-31995	49	16	limits	limit	NOUN
ajst-31995	49	17	of	of	ADP
ajst-31995	49	18	conventional	conventional	ADJ
ajst-31995	49	19	technologies	technology	NOUN
ajst-31995	49	20	.	.	PUNCT
ajst-31995	50	1	siemens	siemens	PROPN
ajst-31995	50	2	healthineers	healthineer	NOUN
ajst-31995	50	3	[	[	X
ajst-31995	50	4	15	15	NUM
ajst-31995	50	5	]	]	PUNCT
ajst-31995	50	6	developed	develop	VERB
ajst-31995	50	7	a	a	DET
ajst-31995	50	8	surgical	surgical	ADJ
ajst-31995	50	9	robot	robot	NOUN
ajst-31995	50	10	system	system	NOUN
ajst-31995	50	11	that	that	PRON
ajst-31995	50	12	uses	use	VERB
ajst-31995	50	13	large	large	ADJ
ajst-31995	50	14	models	model	NOUN
ajst-31995	50	15	to	to	PART
ajst-31995	50	16	extract	extract	VERB
ajst-31995	50	17	semantic	semantic	ADJ
ajst-31995	50	18	features	feature	NOUN
ajst-31995	50	19	of	of	ADP
ajst-31995	50	20	surgeon	surgeon	NOUN
ajst-31995	50	21	intent	intent	ADJ
ajst-31995	50	22	(	(	PUNCT
ajst-31995	50	23	e.g.	e.g.	ADV
ajst-31995	50	24	,	,	PUNCT
ajst-31995	50	25	"	"	PUNCT
ajst-31995	50	26	incision	incision	NOUN
ajst-31995	50	27	depth	depth	NOUN
ajst-31995	50	28	of	of	ADP
ajst-31995	50	29	2	2	NUM
ajst-31995	50	30	mm	mm	NOUN
ajst-31995	50	31	"	"	PUNCT
ajst-31995	50	32	or	or	CCONJ
ajst-31995	50	33	"	"	PUNCT
ajst-31995	50	34	clamping	clamp	VERB
ajst-31995	50	35	force	force	NOUN
ajst-31995	50	36	of	of	ADP
ajst-31995	50	37	0.5n	0.5n	NUM
ajst-31995	50	38	"	"	PUNCT
ajst-31995	50	39	)	)	PUNCT
ajst-31995	50	40	,	,	PUNCT
ajst-31995	50	41	controlling	control	VERB
ajst-31995	50	42	remote	remote	ADJ
ajst-31995	50	43	surgical	surgical	ADJ
ajst-31995	50	44	command	command	NOUN
ajst-31995	50	45	transmission	transmission	NOUN
ajst-31995	50	46	latency	latency	NOUN
ajst-31995	50	47	below	below	ADP
ajst-31995	50	48	1ms	1ms	NOUN
ajst-31995	50	49	to	to	PART
ajst-31995	50	50	meet	meet	VERB
ajst-31995	50	51	real	real	ADJ
ajst-31995	50	52	-	-	PUNCT
ajst-31995	50	53	time	time	NOUN
ajst-31995	50	54	operation	operation	NOUN
ajst-31995	50	55	requirements	requirement	NOUN
ajst-31995	50	56	.	.	PUNCT
ajst-31995	51	1	for	for	ADP
ajst-31995	51	2	tactile	tactile	ADJ
ajst-31995	51	3	feedback	feedback	NOUN
ajst-31995	51	4	,	,	PUNCT
ajst-31995	51	5	semantic	semantic	ADJ
ajst-31995	51	6	encoding	encoding	NOUN
ajst-31995	51	7	reduced	reduce	VERB
ajst-31995	51	8	haptic	haptic	ADJ
ajst-31995	51	9	data	datum	NOUN
ajst-31995	51	10	volume	volume	NOUN
ajst-31995	51	11	by	by	ADP
ajst-31995	51	12	99	99	NUM
ajst-31995	51	13	%	%	NOUN
ajst-31995	51	14	while	while	SCONJ
ajst-31995	51	15	maintaining	maintain	VERB
ajst-31995	51	16	over	over	ADP
ajst-31995	51	17	95	95	NUM
ajst-31995	51	18	%	%	NOUN
ajst-31995	51	19	force	force	NOUN
ajst-31995	51	20	feedback	feedback	NOUN
ajst-31995	51	21	fidelity	fidelity	NOUN
ajst-31995	51	22	.	.	PUNCT
ajst-31995	52	1	clinical	clinical	ADJ
ajst-31995	52	2	trials	trial	NOUN
ajst-31995	52	3	at	at	ADP
ajst-31995	52	4	guangzhou	guangzhou	PROPN
ajst-31995	52	5	medical	medical	PROPN
ajst-31995	52	6	university	university	PROPN
ajst-31995	52	7	's	's	PART
ajst-31995	52	8	affiliated	affiliate	VERB
ajst-31995	52	9	hospital	hospital	NOUN
ajst-31995	52	10	demonstrated	demonstrate	VERB
ajst-31995	52	11	the	the	DET
ajst-31995	52	12	system	system	NOUN
ajst-31995	52	13	's	's	PART
ajst-31995	52	14	capability	capability	NOUN
ajst-31995	52	15	to	to	PART
ajst-31995	52	16	support	support	VERB
ajst-31995	52	17	remote	remote	ADJ
ajst-31995	52	18	surgeries	surgery	NOUN
ajst-31995	52	19	over	over	ADP
ajst-31995	52	20	300	300	NUM
ajst-31995	52	21	km	km	NOUN
ajst-31995	52	22	51	51	NUM
ajst-31995	52	23	distances	distance	NOUN
ajst-31995	52	24	.	.	PUNCT
ajst-31995	53	1	key	key	ADJ
ajst-31995	53	2	technical	technical	ADJ
ajst-31995	53	3	bottlenecks	bottleneck	NOUN
ajst-31995	53	4	persist	persist	VERB
ajst-31995	53	5	:	:	PUNCT
ajst-31995	53	6	haptic	haptic	ADJ
ajst-31995	53	7	semantic	semantic	ADJ
ajst-31995	53	8	quantification	quantification	NOUN
ajst-31995	53	9	lacks	lack	VERB
ajst-31995	53	10	standardization	standardization	NOUN
ajst-31995	53	11	,	,	PUNCT
ajst-31995	53	12	leading	lead	VERB
ajst-31995	53	13	to	to	ADP
ajst-31995	53	14	variations	variation	NOUN
ajst-31995	53	15	in	in	ADP
ajst-31995	53	16	force	force	NOUN
ajst-31995	53	17	feedback	feedback	NOUN
ajst-31995	53	18	across	across	ADP
ajst-31995	53	19	manufacturers	manufacturer	NOUN
ajst-31995	53	20	'	'	PART
ajst-31995	53	21	devices	device	NOUN
ajst-31995	53	22	;	;	PUNCT
ajst-31995	53	23	multisensory	multisensory	NOUN
ajst-31995	53	24	(	(	PUNCT
ajst-31995	53	25	visual	visual	ADJ
ajst-31995	53	26	-	-	PUNCT
ajst-31995	53	27	tactileauditory	tactileauditory	NOUN
ajst-31995	53	28	)	)	PUNCT
ajst-31995	53	29	semantic	semantic	ADJ
ajst-31995	53	30	synchronization	synchronization	NOUN
ajst-31995	53	31	precision	precision	NOUN
ajst-31995	53	32	requires	require	VERB
ajst-31995	53	33	further	further	ADJ
ajst-31995	53	34	improvement	improvement	NOUN
ajst-31995	53	35	to	to	ADP
ajst-31995	53	36	sub	sub	ADJ
ajst-31995	53	37	-	-	ADJ
ajst-31995	53	38	millisecond	millisecond	ADJ
ajst-31995	53	39	levels	level	NOUN
ajst-31995	53	40	;	;	PUNCT
ajst-31995	53	41	and	and	CCONJ
ajst-31995	53	42	network	network	NOUN
ajst-31995	53	43	jitter	jitter	NOUN
ajst-31995	53	44	's	's	PART
ajst-31995	53	45	impact	impact	NOUN
ajst-31995	53	46	on	on	ADP
ajst-31995	53	47	delicate	delicate	ADJ
ajst-31995	53	48	operations	operation	NOUN
ajst-31995	53	49	remains	remain	VERB
ajst-31995	53	50	unresolved	unresolved	ADJ
ajst-31995	53	51	,	,	PUNCT
ajst-31995	53	52	currently	currently	ADV
ajst-31995	53	53	affecting	affect	VERB
ajst-31995	53	54	surgical	surgical	ADJ
ajst-31995	53	55	safety	safety	NOUN
ajst-31995	53	56	when	when	SCONJ
ajst-31995	53	57	jitter	jitter	NOUN
ajst-31995	53	58	exceeds	exceed	VERB
ajst-31995	53	59	50ms	50ms	ADJ
ajst-31995	53	60	.	.	PUNCT
ajst-31995	54	1	(	(	PUNCT
ajst-31995	54	2	5	5	X
ajst-31995	54	3	)	)	PUNCT
ajst-31995	54	4	emergency	emergency	NOUN
ajst-31995	54	5	and	and	CCONJ
ajst-31995	54	6	disaster	disaster	NOUN
ajst-31995	54	7	communication	communication	NOUN
ajst-31995	54	8	emergency	emergency	NOUN
ajst-31995	54	9	scenarios	scenario	NOUN
ajst-31995	54	10	highlight	highlight	VERB
ajst-31995	54	11	the	the	DET
ajst-31995	54	12	unique	unique	ADJ
ajst-31995	54	13	value	value	NOUN
ajst-31995	54	14	of	of	ADP
ajst-31995	54	15	semantic	semantic	ADJ
ajst-31995	54	16	communication	communication	NOUN
ajst-31995	54	17	.	.	PUNCT
ajst-31995	55	1	china	china	PROPN
ajst-31995	55	2	mobile	mobile	PROPN
ajst-31995	55	3	's	's	PART
ajst-31995	55	4	[	[	X
ajst-31995	55	5	3	3	NUM
ajst-31995	55	6	]	]	X
ajst-31995	55	7	disaster	disaster	NOUN
ajst-31995	55	8	response	response	NOUN
ajst-31995	55	9	system	system	NOUN
ajst-31995	55	10	employs	employ	VERB
ajst-31995	55	11	semantic	semantic	ADJ
ajst-31995	55	12	priority	priority	NOUN
ajst-31995	55	13	classification	classification	NOUN
ajst-31995	55	14	(	(	PUNCT
ajst-31995	55	15	e.g.	e.g.	ADV
ajst-31995	55	16	,	,	PUNCT
ajst-31995	55	17	"	"	PUNCT
ajst-31995	55	18	casualty	casualty	NOUN
ajst-31995	55	19	location	location	NOUN
ajst-31995	55	20	"	"	PUNCT
ajst-31995	55	21	as	as	ADP
ajst-31995	55	22	highest	high	ADJ
ajst-31995	55	23	priority	priority	NOUN
ajst-31995	55	24	,	,	PUNCT
ajst-31995	55	25	"	"	PUNCT
ajst-31995	55	26	supply	supply	NOUN
ajst-31995	55	27	needs	need	VERB
ajst-31995	55	28	"	"	PUNCT
ajst-31995	55	29	as	as	ADP
ajst-31995	55	30	secondary	secondary	ADJ
ajst-31995	55	31	)	)	PUNCT
ajst-31995	55	32	,	,	PUNCT
ajst-31995	55	33	maintaining	maintain	VERB
ajst-31995	55	34	critical	critical	ADJ
ajst-31995	55	35	communications	communication	NOUN
ajst-31995	55	36	even	even	ADV
ajst-31995	55	37	with	with	ADP
ajst-31995	55	38	80	80	NUM
ajst-31995	55	39	%	%	NOUN
ajst-31995	55	40	network	network	NOUN
ajst-31995	55	41	damage	damage	NOUN
ajst-31995	55	42	.	.	PUNCT
ajst-31995	56	1	during	during	ADP
ajst-31995	56	2	actual	actual	ADJ
ajst-31995	56	3	deployment	deployment	NOUN
ajst-31995	56	4	in	in	ADP
ajst-31995	56	5	henan	henan	PROPN
ajst-31995	56	6	floods	flood	NOUN
ajst-31995	56	7	,	,	PUNCT
ajst-31995	56	8	the	the	DET
ajst-31995	56	9	system	system	NOUN
ajst-31995	56	10	tripled	triple	VERB
ajst-31995	56	11	rescue	rescue	NOUN
ajst-31995	56	12	response	response	NOUN
ajst-31995	56	13	speed	speed	NOUN
ajst-31995	56	14	.	.	PUNCT
ajst-31995	57	1	japan	japan	PROPN
ajst-31995	57	2	's	's	PART
ajst-31995	57	3	ntt	ntt	PROPN
ajst-31995	57	4	[	[	X
ajst-31995	57	5	16	16	NUM
ajst-31995	57	6	]	]	X
ajst-31995	57	7	earthquake	earthquake	NOUN
ajst-31995	57	8	early	early	ADV
ajst-31995	57	9	-	-	PUNCT
ajst-31995	57	10	warning	warning	NOUN
ajst-31995	57	11	system	system	NOUN
ajst-31995	57	12	uses	use	VERB
ajst-31995	57	13	semantic	semantic	ADJ
ajst-31995	57	14	compression	compression	NOUN
ajst-31995	57	15	to	to	PART
ajst-31995	57	16	reduce	reduce	VERB
ajst-31995	57	17	seismic	seismic	ADJ
ajst-31995	57	18	wave	wave	NOUN
ajst-31995	57	19	analysis	analysis	NOUN
ajst-31995	57	20	data	datum	NOUN
ajst-31995	57	21	from	from	ADP
ajst-31995	57	22	10	10	NUM
ajst-31995	57	23	gb	gb	NOUN
ajst-31995	57	24	to	to	PART
ajst-31995	57	25	10	10	NUM
ajst-31995	57	26	mb	mb	NOUN
ajst-31995	57	27	,	,	PUNCT
ajst-31995	57	28	providing	provide	VERB
ajst-31995	57	29	20	20	NUM
ajst-31995	57	30	-	-	PUNCT
ajst-31995	57	31	second	second	NOUN
ajst-31995	57	32	earlier	early	ADJ
ajst-31995	57	33	warnings	warning	NOUN
ajst-31995	57	34	.	.	PUNCT
ajst-31995	58	1	however	however	ADV
ajst-31995	58	2	,	,	PUNCT
ajst-31995	58	3	extreme	extreme	ADJ
ajst-31995	58	4	environment	environment	NOUN
ajst-31995	58	5	challenges	challenge	NOUN
ajst-31995	58	6	persist	persist	VERB
ajst-31995	58	7	:	:	PUNCT
ajst-31995	58	8	in	in	ADP
ajst-31995	58	9	complete	complete	ADJ
ajst-31995	58	10	network	network	NOUN
ajst-31995	58	11	outages	outage	NOUN
ajst-31995	58	12	,	,	PUNCT
ajst-31995	58	13	current	current	ADJ
ajst-31995	58	14	semantic	semantic	ADJ
ajst-31995	58	15	ad	ad	NOUN
ajst-31995	58	16	-	-	PUNCT
ajst-31995	58	17	hoc	hoc	X
ajst-31995	58	18	networking	networking	NOUN
ajst-31995	58	19	maintains	maintain	VERB
ajst-31995	58	20	only	only	ADV
ajst-31995	58	21	30	30	NUM
ajst-31995	58	22	%	%	NOUN
ajst-31995	58	23	terminal	terminal	ADJ
ajst-31995	58	24	connectivity	connectivity	NOUN
ajst-31995	58	25	;	;	PUNCT
ajst-31995	58	26	semantic	semantic	ADJ
ajst-31995	58	27	information	information	NOUN
ajst-31995	58	28	's	's	PART
ajst-31995	58	29	anti	anti	ADJ
ajst-31995	58	30	-	-	ADJ
ajst-31995	58	31	destruction	destruction	ADJ
ajst-31995	58	32	capability	capability	NOUN
ajst-31995	58	33	is	be	AUX
ajst-31995	58	34	insufficient	insufficient	ADJ
ajst-31995	58	35	,	,	PUNCT
ajst-31995	58	36	with	with	ADP
ajst-31995	58	37	~10	~10	NOUN
ajst-31995	58	38	%	%	NOUN
ajst-31995	58	39	critical	critical	ADJ
ajst-31995	58	40	data	datum	NOUN
ajst-31995	58	41	loss	loss	NOUN
ajst-31995	58	42	during	during	ADP
ajst-31995	58	43	multi	multi	ADJ
ajst-31995	58	44	-	-	ADJ
ajst-31995	58	45	hop	hop	ADJ
ajst-31995	58	46	transmission	transmission	NOUN
ajst-31995	58	47	.	.	PUNCT
ajst-31995	59	1	furthermore	furthermore	ADV
ajst-31995	59	2	,	,	PUNCT
ajst-31995	59	3	cross	cross	ADJ
ajst-31995	59	4	-	-	ADJ
ajst-31995	59	5	team	team	ADJ
ajst-31995	59	6	semantic	semantic	ADJ
ajst-31995	59	7	understanding	understanding	NOUN
ajst-31995	59	8	consistency	consistency	NOUN
ajst-31995	59	9	requires	require	VERB
ajst-31995	59	10	improvement	improvement	NOUN
ajst-31995	59	11	,	,	PUNCT
ajst-31995	59	12	as	as	SCONJ
ajst-31995	59	13	semantic	semantic	ADJ
ajst-31995	59	14	discrepancies	discrepancy	NOUN
ajst-31995	59	15	between	between	ADP
ajst-31995	59	16	systems	system	NOUN
ajst-31995	59	17	may	may	AUX
ajst-31995	59	18	cause	cause	VERB
ajst-31995	59	19	~15	~15	NOUN
ajst-31995	59	20	%	%	NOUN
ajst-31995	59	21	command	command	NOUN
ajst-31995	59	22	misinterpretations	misinterpretation	NOUN
ajst-31995	59	23	.	.	PUNCT
ajst-31995	60	1	3	3	X
ajst-31995	60	2	.	.	X
ajst-31995	60	3	technical	technical	ADJ
ajst-31995	60	4	challenges	challenge	NOUN
ajst-31995	60	5	and	and	CCONJ
ajst-31995	60	6	future	future	ADJ
ajst-31995	60	7	research	research	NOUN
ajst-31995	60	8	directions	direction	NOUN
ajst-31995	60	9	3.1	3.1	NUM
ajst-31995	60	10	technical	technical	ADJ
ajst-31995	60	11	challenges	challenge	NOUN
ajst-31995	60	12	(	(	PUNCT
ajst-31995	60	13	1	1	NUM
ajst-31995	60	14	)	)	PUNCT
ajst-31995	60	15	standardization	standardization	NOUN
ajst-31995	60	16	and	and	CCONJ
ajst-31995	60	17	interoperability	interoperability	NOUN
ajst-31995	60	18	the	the	DET
ajst-31995	60	19	primary	primary	ADJ
ajst-31995	60	20	challenge	challenge	NOUN
ajst-31995	60	21	for	for	ADP
ajst-31995	60	22	6	6	NUM
ajst-31995	60	23	g	g	NOUN
ajst-31995	60	24	semantic	semantic	ADJ
ajst-31995	60	25	communication	communication	NOUN
ajst-31995	60	26	lies	lie	VERB
ajst-31995	60	27	in	in	ADP
ajst-31995	60	28	the	the	DET
ajst-31995	60	29	lack	lack	NOUN
ajst-31995	60	30	of	of	ADP
ajst-31995	60	31	a	a	DET
ajst-31995	60	32	unified	unified	ADJ
ajst-31995	60	33	standardization	standardization	NOUN
ajst-31995	60	34	framework	framework	NOUN
ajst-31995	60	35	[	[	X
ajst-31995	60	36	17	17	NUM
ajst-31995	60	37	]	]	PUNCT
ajst-31995	60	38	.	.	PUNCT
ajst-31995	61	1	different	different	ADJ
ajst-31995	61	2	vendors	vendor	NOUN
ajst-31995	61	3	'	'	PART
ajst-31995	61	4	ai	ai	VERB
ajst-31995	61	5	large	large	ADJ
ajst-31995	61	6	models	model	NOUN
ajst-31995	61	7	employ	employ	VERB
ajst-31995	61	8	diverse	diverse	ADJ
ajst-31995	61	9	semantic	semantic	ADJ
ajst-31995	61	10	encoding	encoding	NOUN
ajst-31995	61	11	schemes	scheme	NOUN
ajst-31995	61	12	,	,	PUNCT
ajst-31995	61	13	leading	lead	VERB
ajst-31995	61	14	to	to	ADP
ajst-31995	61	15	severe	severe	ADJ
ajst-31995	61	16	interoperability	interoperability	NOUN
ajst-31995	61	17	limitations	limitation	NOUN
ajst-31995	61	18	.	.	PUNCT
ajst-31995	62	1	for	for	ADP
ajst-31995	62	2	instance	instance	NOUN
ajst-31995	62	3	,	,	PUNCT
ajst-31995	62	4	semantic	semantic	ADJ
ajst-31995	62	5	understanding	understanding	NOUN
ajst-31995	62	6	deviations	deviation	NOUN
ajst-31995	62	7	between	between	ADP
ajst-31995	62	8	huawei	huawei	NOUN
ajst-31995	62	9	's	's	PART
ajst-31995	62	10	semantic	semantic	ADJ
ajst-31995	62	11	encoder	encoder	NOUN
ajst-31995	62	12	and	and	CCONJ
ajst-31995	62	13	ericsson	ericsson	PROPN
ajst-31995	62	14	's	's	PART
ajst-31995	62	15	semantic	semantic	ADJ
ajst-31995	62	16	decoder	decoder	NOUN
ajst-31995	62	17	may	may	AUX
ajst-31995	62	18	reach	reach	VERB
ajst-31995	62	19	up	up	ADP
ajst-31995	62	20	to	to	PART
ajst-31995	62	21	30	30	NUM
ajst-31995	62	22	%	%	NOUN
ajst-31995	62	23	[	[	X
ajst-31995	62	24	18	18	NUM
ajst-31995	62	25	]	]	PUNCT
ajst-31995	62	26	.	.	PUNCT
ajst-31995	63	1	this	this	DET
ajst-31995	63	2	issue	issue	NOUN
ajst-31995	63	3	is	be	AUX
ajst-31995	63	4	particularly	particularly	ADV
ajst-31995	63	5	acute	acute	ADJ
ajst-31995	63	6	in	in	ADP
ajst-31995	63	7	industrial	industrial	ADJ
ajst-31995	63	8	iot	iot	NOUN
ajst-31995	63	9	scenarios	scenario	NOUN
ajst-31995	63	10	requiring	require	VERB
ajst-31995	63	11	multi	multi	ADJ
ajst-31995	63	12	-	-	ADJ
ajst-31995	63	13	vendor	vendor	ADJ
ajst-31995	63	14	device	device	NOUN
ajst-31995	63	15	coordination	coordination	NOUN
ajst-31995	63	16	.	.	PUNCT
ajst-31995	64	1	furthermore	furthermore	ADV
ajst-31995	64	2	,	,	PUNCT
ajst-31995	64	3	semantic	semantic	ADJ
ajst-31995	64	4	communication	communication	NOUN
ajst-31995	64	5	necessitates	necessitate	VERB
ajst-31995	64	6	a	a	DET
ajst-31995	64	7	full	full	ADJ
ajst-31995	64	8	-	-	PUNCT
ajst-31995	64	9	stack	stack	NOUN
ajst-31995	64	10	innovation	innovation	NOUN
ajst-31995	64	11	from	from	ADP
ajst-31995	64	12	the	the	DET
ajst-31995	64	13	physical	physical	ADJ
ajst-31995	64	14	layer	layer	NOUN
ajst-31995	64	15	to	to	ADP
ajst-31995	64	16	the	the	DET
ajst-31995	64	17	application	application	NOUN
ajst-31995	64	18	layer	layer	NOUN
ajst-31995	64	19	,	,	PUNCT
ajst-31995	64	20	rendering	render	VERB
ajst-31995	64	21	existing	exist	VERB
ajst-31995	64	22	communication	communication	NOUN
ajst-31995	64	23	protocol	protocol	NOUN
ajst-31995	64	24	stacks	stack	NOUN
ajst-31995	64	25	inadequate	inadequate	ADJ
ajst-31995	64	26	.	.	PUNCT
ajst-31995	65	1	there	there	PRON
ajst-31995	65	2	is	be	VERB
ajst-31995	65	3	an	an	DET
ajst-31995	65	4	urgent	urgent	ADJ
ajst-31995	65	5	need	need	NOUN
ajst-31995	65	6	to	to	PART
ajst-31995	65	7	establish	establish	VERB
ajst-31995	65	8	a	a	DET
ajst-31995	65	9	semantic	semantic	ADJ
ajst-31995	65	10	communication	communication	NOUN
ajst-31995	65	11	protocol	protocol	NOUN
ajst-31995	65	12	architecture	architecture	NOUN
ajst-31995	65	13	akin	akin	ADJ
ajst-31995	65	14	to	to	ADP
ajst-31995	65	15	tcp	tcp	PROPN
ajst-31995	65	16	/	/	SYM
ajst-31995	65	17	ip	ip	ADJ
ajst-31995	65	18	,	,	PUNCT
ajst-31995	65	19	encompassing	encompass	VERB
ajst-31995	65	20	unified	unified	ADJ
ajst-31995	65	21	semantic	semantic	ADJ
ajst-31995	65	22	representation	representation	NOUN
ajst-31995	65	23	methods	method	NOUN
ajst-31995	65	24	,	,	PUNCT
ajst-31995	65	25	interface	interface	NOUN
ajst-31995	65	26	specifications	specification	NOUN
ajst-31995	65	27	,	,	PUNCT
ajst-31995	65	28	and	and	CCONJ
ajst-31995	65	29	evaluation	evaluation	NOUN
ajst-31995	65	30	standards	standard	NOUN
ajst-31995	65	31	.	.	PUNCT
ajst-31995	66	1	while	while	SCONJ
ajst-31995	66	2	the	the	DET
ajst-31995	66	3	international	international	ADJ
ajst-31995	66	4	telecommunication	telecommunication	NOUN
ajst-31995	66	5	union	union	NOUN
ajst-31995	66	6	(	(	PUNCT
ajst-31995	66	7	itu	itu	PROPN
ajst-31995	66	8	)	)	PUNCT
ajst-31995	66	9	has	have	AUX
ajst-31995	66	10	initiated	initiate	VERB
ajst-31995	66	11	related	related	ADJ
ajst-31995	66	12	standardization	standardization	NOUN
ajst-31995	66	13	efforts	effort	NOUN
ajst-31995	66	14	,	,	PUNCT
ajst-31995	66	15	it	it	PRON
ajst-31995	66	16	will	will	AUX
ajst-31995	66	17	likely	likely	ADV
ajst-31995	66	18	take	take	VERB
ajst-31995	66	19	3	3	NUM
ajst-31995	66	20	-	-	SYM
ajst-31995	66	21	5	5	NUM
ajst-31995	66	22	years	year	NOUN
ajst-31995	66	23	to	to	PART
ajst-31995	66	24	develop	develop	VERB
ajst-31995	66	25	a	a	DET
ajst-31995	66	26	mature	mature	ADJ
ajst-31995	66	27	framework	framework	NOUN
ajst-31995	66	28	.	.	PUNCT
ajst-31995	67	1	(	(	PUNCT
ajst-31995	67	2	2	2	X
ajst-31995	67	3	)	)	PUNCT
ajst-31995	67	4	computational	computational	ADJ
ajst-31995	67	5	complexity	complexity	NOUN
ajst-31995	67	6	and	and	CCONJ
ajst-31995	67	7	energy	energy	NOUN
ajst-31995	67	8	efficiency	efficiency	NOUN
ajst-31995	67	9	bottlenecks	bottleneck	VERB
ajst-31995	67	10	the	the	DET
ajst-31995	67	11	high	high	ADJ
ajst-31995	67	12	computational	computational	ADJ
ajst-31995	67	13	complexity	complexity	NOUN
ajst-31995	67	14	of	of	ADP
ajst-31995	67	15	ai	ai	VERB
ajst-31995	67	16	large	large	ADJ
ajst-31995	67	17	models	model	NOUN
ajst-31995	67	18	significantly	significantly	ADV
ajst-31995	67	19	hinders	hinder	VERB
ajst-31995	67	20	the	the	DET
ajst-31995	67	21	practical	practical	ADJ
ajst-31995	67	22	deployment	deployment	NOUN
ajst-31995	67	23	of	of	ADP
ajst-31995	67	24	semantic	semantic	ADJ
ajst-31995	67	25	communication	communication	NOUN
ajst-31995	67	26	[	[	X
ajst-31995	67	27	3	3	NUM
ajst-31995	67	28	]	]	PUNCT
ajst-31995	67	29	.	.	PUNCT
ajst-31995	68	1	experimental	experimental	ADJ
ajst-31995	68	2	data	datum	NOUN
ajst-31995	68	3	show	show	VERB
ajst-31995	68	4	that	that	SCONJ
ajst-31995	68	5	processing	process	VERB
ajst-31995	68	6	4k	4k	NUM
ajst-31995	68	7	video	video	NOUN
ajst-31995	68	8	semantic	semantic	ADJ
ajst-31995	68	9	features	feature	NOUN
ajst-31995	68	10	requires	require	VERB
ajst-31995	68	11	approximately	approximately	ADV
ajst-31995	68	12	100	100	NUM
ajst-31995	68	13	tops	top	NOUN
ajst-31995	68	14	of	of	ADP
ajst-31995	68	15	computing	compute	VERB
ajst-31995	68	16	power	power	NOUN
ajst-31995	68	17	,	,	PUNCT
ajst-31995	68	18	drastically	drastically	ADV
ajst-31995	68	19	increasing	increase	VERB
ajst-31995	68	20	power	power	NOUN
ajst-31995	68	21	consumption	consumption	NOUN
ajst-31995	68	22	in	in	ADP
ajst-31995	68	23	terminal	terminal	ADJ
ajst-31995	68	24	devices	device	NOUN
ajst-31995	68	25	.	.	PUNCT
ajst-31995	69	1	qualcomm	qualcomm	NOUN
ajst-31995	69	2	's	's	PART
ajst-31995	69	3	research	research	NOUN
ajst-31995	69	4	[	[	X
ajst-31995	69	5	9	9	NUM
ajst-31995	69	6	]	]	PUNCT
ajst-31995	69	7	indicates	indicate	VERB
ajst-31995	69	8	that	that	SCONJ
ajst-31995	69	9	even	even	ADV
ajst-31995	69	10	with	with	ADP
ajst-31995	69	11	dedicated	dedicated	ADJ
ajst-31995	69	12	4nm	4nm	NOUN
ajst-31995	69	13	-	-	PUNCT
ajst-31995	69	14	process	process	NOUN
ajst-31995	69	15	chips	chip	NOUN
ajst-31995	69	16	,	,	PUNCT
ajst-31995	69	17	running	running	NOUN
ajst-31995	69	18	models	model	NOUN
ajst-31995	69	19	with	with	ADP
ajst-31995	69	20	tens	ten	NOUN
ajst-31995	69	21	of	of	ADP
ajst-31995	69	22	billions	billion	NOUN
ajst-31995	69	23	of	of	ADP
ajst-31995	69	24	parameters	parameter	NOUN
ajst-31995	69	25	still	still	ADV
ajst-31995	69	26	demands	demand	VERB
ajst-31995	69	27	over	over	ADP
ajst-31995	69	28	2w	2w	NUM
ajst-31995	69	29	of	of	ADP
ajst-31995	69	30	power	power	NOUN
ajst-31995	69	31	,	,	PUNCT
ajst-31995	69	32	making	make	VERB
ajst-31995	69	33	it	it	PRON
ajst-31995	69	34	difficult	difficult	ADJ
ajst-31995	69	35	to	to	PART
ajst-31995	69	36	meet	meet	VERB
ajst-31995	69	37	mobile	mobile	ADJ
ajst-31995	69	38	devices	device	NOUN
ajst-31995	69	39	'	'	PART
ajst-31995	69	40	battery	battery	NOUN
ajst-31995	69	41	life	life	NOUN
ajst-31995	69	42	requirements	requirement	NOUN
ajst-31995	69	43	.	.	PUNCT
ajst-31995	70	1	although	although	SCONJ
ajst-31995	70	2	edge	edge	NOUN
ajst-31995	70	3	computing	computing	NOUN
ajst-31995	70	4	can	can	AUX
ajst-31995	70	5	offload	offload	VERB
ajst-31995	70	6	some	some	DET
ajst-31995	70	7	computational	computational	ADJ
ajst-31995	70	8	tasks	task	NOUN
ajst-31995	70	9	,	,	PUNCT
ajst-31995	70	10	edge	edge	NOUN
ajst-31995	70	11	nodes	node	NOUN
ajst-31995	70	12	remain	remain	VERB
ajst-31995	70	13	resource	resource	NOUN
ajst-31995	70	14	-	-	PUNCT
ajst-31995	70	15	constrained	constrain	VERB
ajst-31995	70	16	in	in	ADP
ajst-31995	70	17	large	large	ADJ
ajst-31995	70	18	-	-	PUNCT
ajst-31995	70	19	scale	scale	NOUN
ajst-31995	70	20	deployment	deployment	NOUN
ajst-31995	70	21	scenarios	scenario	NOUN
ajst-31995	70	22	(	(	PUNCT
ajst-31995	70	23	e.g.	e.g.	ADV
ajst-31995	70	24	,	,	PUNCT
ajst-31995	70	25	one	one	NUM
ajst-31995	70	26	million	million	NUM
ajst-31995	70	27	connections	connection	NOUN
ajst-31995	70	28	per	per	ADP
ajst-31995	70	29	square	square	ADJ
ajst-31995	70	30	kilometer	kilometer	NOUN
ajst-31995	70	31	)	)	PUNCT
ajst-31995	71	1	[	[	X
ajst-31995	71	2	19	19	NUM
ajst-31995	71	3	]	]	PUNCT
ajst-31995	71	4	.	.	PUNCT
ajst-31995	72	1	more	more	ADV
ajst-31995	72	2	critically	critically	ADV
ajst-31995	72	3	,	,	PUNCT
ajst-31995	72	4	the	the	DET
ajst-31995	72	5	energy	energy	NOUN
ajst-31995	72	6	consumption	consumption	NOUN
ajst-31995	72	7	during	during	ADP
ajst-31995	72	8	model	model	NOUN
ajst-31995	72	9	training	training	NOUN
ajst-31995	72	10	is	be	AUX
ajst-31995	72	11	even	even	ADV
ajst-31995	72	12	more	more	ADV
ajst-31995	72	13	staggering	staggering	ADJ
ajst-31995	72	14	—	—	PUNCT
ajst-31995	72	15	training	train	VERB
ajst-31995	72	16	a	a	DET
ajst-31995	72	17	trillion	trillion	NUM
ajst-31995	72	18	-	-	PUNCT
ajst-31995	72	19	parameter	parameter	NOUN
ajst-31995	72	20	model	model	NOUN
ajst-31995	72	21	generates	generate	VERB
ajst-31995	72	22	carbon	carbon	NOUN
ajst-31995	72	23	emissions	emission	NOUN
ajst-31995	72	24	equivalent	equivalent	ADJ
ajst-31995	72	25	to	to	ADP
ajst-31995	72	26	300	300	NUM
ajst-31995	72	27	cars	car	NOUN
ajst-31995	72	28	running	run	VERB
ajst-31995	72	29	for	for	ADP
ajst-31995	72	30	a	a	DET
ajst-31995	72	31	year	year	NOUN
ajst-31995	72	32	.	.	PUNCT
ajst-31995	73	1	this	this	PRON
ajst-31995	73	2	drives	drive	VERB
ajst-31995	73	3	researchers	researcher	NOUN
ajst-31995	73	4	to	to	PART
ajst-31995	73	5	explore	explore	VERB
ajst-31995	73	6	more	more	ADV
ajst-31995	73	7	efficient	efficient	ADJ
ajst-31995	73	8	architectures	architecture	NOUN
ajst-31995	73	9	,	,	PUNCT
ajst-31995	73	10	such	such	ADJ
ajst-31995	73	11	as	as	ADP
ajst-31995	73	12	mixture	mixture	NOUN
ajst-31995	73	13	-	-	PUNCT
ajst-31995	73	14	of	of	ADP
ajst-31995	73	15	-	-	PUNCT
ajst-31995	73	16	experts	expert	NOUN
ajst-31995	73	17	(	(	PUNCT
ajst-31995	73	18	moe	moe	NOUN
ajst-31995	73	19	)	)	PUNCT
ajst-31995	73	20	and	and	CCONJ
ajst-31995	73	21	spiking	spike	VERB
ajst-31995	73	22	neural	neural	ADJ
ajst-31995	73	23	networks	network	NOUN
ajst-31995	73	24	(	(	PUNCT
ajst-31995	73	25	snn	snn	PROPN
ajst-31995	73	26	)	)	PUNCT
ajst-31995	73	27	.	.	PUNCT
ajst-31995	74	1	(	(	PUNCT
ajst-31995	74	2	3	3	X
ajst-31995	74	3	)	)	PUNCT
ajst-31995	74	4	semantic	semantic	ADJ
ajst-31995	74	5	security	security	NOUN
ajst-31995	74	6	and	and	CCONJ
ajst-31995	74	7	privacy	privacy	NOUN
ajst-31995	74	8	protection	protection	NOUN
ajst-31995	74	9	semantic	semantic	ADJ
ajst-31995	74	10	communication	communication	NOUN
ajst-31995	74	11	introduces	introduce	VERB
ajst-31995	74	12	entirely	entirely	ADV
ajst-31995	74	13	new	new	ADJ
ajst-31995	74	14	security	security	NOUN
ajst-31995	74	15	threats	threat	NOUN
ajst-31995	74	16	[	[	X
ajst-31995	74	17	10	10	NUM
ajst-31995	74	18	]	]	PUNCT
ajst-31995	74	19	.	.	PUNCT
ajst-31995	75	1	studies	study	NOUN
ajst-31995	75	2	reveal	reveal	VERB
ajst-31995	75	3	that	that	SCONJ
ajst-31995	75	4	adversarial	adversarial	ADJ
ajst-31995	75	5	attacks	attack	NOUN
ajst-31995	75	6	can	can	AUX
ajst-31995	75	7	deceive	deceive	VERB
ajst-31995	75	8	semantic	semantic	ADJ
ajst-31995	75	9	models	model	NOUN
ajst-31995	75	10	into	into	ADP
ajst-31995	75	11	misinterpreting	misinterpret	VERB
ajst-31995	75	12	"	"	PUNCT
ajst-31995	75	13	stop	stop	VERB
ajst-31995	75	14	"	"	PUNCT
ajst-31995	75	15	as	as	ADP
ajst-31995	75	16	"	"	PUNCT
ajst-31995	75	17	accelerate	accelerate	VERB
ajst-31995	75	18	,	,	PUNCT
ajst-31995	75	19	"	"	PUNCT
ajst-31995	75	20	posing	pose	VERB
ajst-31995	75	21	severe	severe	ADJ
ajst-31995	75	22	risks	risk	NOUN
ajst-31995	75	23	to	to	ADP
ajst-31995	75	24	safety	safety	NOUN
ajst-31995	75	25	-	-	PUNCT
ajst-31995	75	26	critical	critical	ADJ
ajst-31995	75	27	applications	application	NOUN
ajst-31995	75	28	like	like	ADP
ajst-31995	75	29	autonomous	autonomous	ADJ
ajst-31995	75	30	driving	driving	NOUN
ajst-31995	75	31	.	.	PUNCT
ajst-31995	76	1	alibaba	alibaba	PROPN
ajst-31995	76	2	's	's	PART
ajst-31995	76	3	security	security	NOUN
ajst-31995	76	4	team	team	NOUN
ajst-31995	76	5	found	find	VERB
ajst-31995	76	6	[	[	X
ajst-31995	76	7	13	13	NUM
ajst-31995	76	8	]	]	PUNCT
ajst-31995	76	9	that	that	SCONJ
ajst-31995	76	10	adversarial	adversarial	ADJ
ajst-31995	76	11	attacks	attack	NOUN
ajst-31995	76	12	targeting	target	VERB
ajst-31995	76	13	semantic	semantic	ADJ
ajst-31995	76	14	encoders	encoder	NOUN
ajst-31995	76	15	achieve	achieve	VERB
ajst-31995	76	16	success	success	NOUN
ajst-31995	76	17	rates	rate	NOUN
ajst-31995	76	18	as	as	ADV
ajst-31995	76	19	high	high	ADJ
ajst-31995	76	20	as	as	ADP
ajst-31995	76	21	65	65	NUM
ajst-31995	76	22	%	%	NOUN
ajst-31995	76	23	.	.	PUNCT
ajst-31995	77	1	privacy	privacy	NOUN
ajst-31995	77	2	52	52	NUM
ajst-31995	77	3	leakage	leakage	NOUN
ajst-31995	77	4	risks	risk	NOUN
ajst-31995	77	5	are	be	AUX
ajst-31995	77	6	equally	equally	ADV
ajst-31995	77	7	critical	critical	ADJ
ajst-31995	77	8	,	,	PUNCT
ajst-31995	77	9	as	as	SCONJ
ajst-31995	77	10	semantic	semantic	ADJ
ajst-31995	77	11	extraction	extraction	NOUN
ajst-31995	77	12	may	may	AUX
ajst-31995	77	13	expose	expose	VERB
ajst-31995	77	14	sensitive	sensitive	ADJ
ajst-31995	77	15	user	user	NOUN
ajst-31995	77	16	information	information	NOUN
ajst-31995	77	17	.	.	PUNCT
ajst-31995	78	1	for	for	ADP
ajst-31995	78	2	example	example	NOUN
ajst-31995	78	3	,	,	PUNCT
ajst-31995	78	4	semantic	semantic	ADJ
ajst-31995	78	5	features	feature	NOUN
ajst-31995	78	6	in	in	ADP
ajst-31995	78	7	medical	medical	ADJ
ajst-31995	78	8	images	image	NOUN
ajst-31995	78	9	could	could	AUX
ajst-31995	78	10	implicitly	implicitly	ADV
ajst-31995	78	11	reveal	reveal	VERB
ajst-31995	78	12	patient	patient	ADJ
ajst-31995	78	13	identities	identity	NOUN
ajst-31995	78	14	.	.	PUNCT
ajst-31995	79	1	traditional	traditional	ADJ
ajst-31995	79	2	bit	bit	NOUN
ajst-31995	79	3	-	-	PUNCT
ajst-31995	79	4	level	level	NOUN
ajst-31995	79	5	encryption	encryption	NOUN
ajst-31995	79	6	can	can	AUX
ajst-31995	79	7	not	not	PART
ajst-31995	79	8	directly	directly	ADV
ajst-31995	79	9	protect	protect	VERB
ajst-31995	79	10	semantic	semantic	ADJ
ajst-31995	79	11	privacy	privacy	NOUN
ajst-31995	79	12	,	,	PUNCT
ajst-31995	79	13	necessitating	necessitate	VERB
ajst-31995	79	14	the	the	DET
ajst-31995	79	15	development	development	NOUN
ajst-31995	79	16	of	of	ADP
ajst-31995	79	17	semantic	semantic	ADJ
ajst-31995	79	18	-	-	PUNCT
ajst-31995	79	19	aware	aware	ADJ
ajst-31995	79	20	privacy	privacy	NOUN
ajst-31995	79	21	-	-	PUNCT
ajst-31995	79	22	preserving	preserve	VERB
ajst-31995	79	23	techniques	technique	NOUN
ajst-31995	79	24	[	[	X
ajst-31995	79	25	20	20	NUM
ajst-31995	79	26	]	]	PUNCT
ajst-31995	79	27	.	.	PUNCT
ajst-31995	80	1	while	while	SCONJ
ajst-31995	80	2	federated	federated	ADJ
ajst-31995	80	3	learning	learning	NOUN
ajst-31995	80	4	mitigates	mitigate	VERB
ajst-31995	80	5	privacy	privacy	NOUN
ajst-31995	80	6	risks	risk	NOUN
ajst-31995	80	7	from	from	ADP
ajst-31995	80	8	centralized	centralized	ADJ
ajst-31995	80	9	data	datum	NOUN
ajst-31995	80	10	,	,	PUNCT
ajst-31995	80	11	model	model	NOUN
ajst-31995	80	12	parameters	parameter	NOUN
ajst-31995	80	13	themselves	themselves	PRON
ajst-31995	80	14	may	may	AUX
ajst-31995	80	15	leak	leak	VERB
ajst-31995	80	16	semantic	semantic	ADJ
ajst-31995	80	17	information	information	NOUN
ajst-31995	80	18	in	in	ADP
ajst-31995	80	19	communication	communication	NOUN
ajst-31995	80	20	scenarios	scenario	NOUN
ajst-31995	80	21	.	.	PUNCT
ajst-31995	81	1	this	this	PRON
ajst-31995	81	2	demands	demand	VERB
ajst-31995	81	3	novel	novel	ADJ
ajst-31995	81	4	security	security	NOUN
ajst-31995	81	5	mechanisms	mechanism	NOUN
ajst-31995	81	6	,	,	PUNCT
ajst-31995	81	7	such	such	ADJ
ajst-31995	81	8	as	as	ADP
ajst-31995	81	9	combining	combine	VERB
ajst-31995	81	10	semantic	semantic	ADJ
ajst-31995	81	11	obfuscation	obfuscation	NOUN
ajst-31995	81	12	with	with	ADP
ajst-31995	81	13	differential	differential	ADJ
ajst-31995	81	14	privacy	privacy	NOUN
ajst-31995	81	15	.	.	PUNCT
ajst-31995	82	1	(	(	PUNCT
ajst-31995	82	2	4	4	X
ajst-31995	82	3	)	)	PUNCT
ajst-31995	82	4	robustness	robustness	NOUN
ajst-31995	82	5	in	in	ADP
ajst-31995	82	6	dynamic	dynamic	ADJ
ajst-31995	82	7	environments	environment	NOUN
ajst-31995	82	8	and	and	CCONJ
ajst-31995	82	9	cross	cross	ADJ
ajst-31995	82	10	-	-	ADJ
ajst-31995	82	11	language	language	ADJ
ajst-31995	82	12	adaptability	adaptability	NOUN
ajst-31995	82	13	6	6	NUM
ajst-31995	82	14	g	g	ADP
ajst-31995	82	15	semantic	semantic	ADJ
ajst-31995	82	16	communication	communication	NOUN
ajst-31995	82	17	must	must	AUX
ajst-31995	82	18	address	address	VERB
ajst-31995	82	19	reliability	reliability	NOUN
ajst-31995	82	20	challenges	challenge	NOUN
ajst-31995	82	21	in	in	ADP
ajst-31995	82	22	extreme	extreme	ADJ
ajst-31995	82	23	conditions	condition	NOUN
ajst-31995	82	24	[	[	X
ajst-31995	82	25	4	4	NUM
ajst-31995	82	26	]	]	PUNCT
ajst-31995	82	27	.	.	PUNCT
ajst-31995	83	1	test	test	NOUN
ajst-31995	83	2	data	datum	NOUN
ajst-31995	83	3	indicate	indicate	VERB
ajst-31995	83	4	that	that	SCONJ
ajst-31995	83	5	in	in	ADP
ajst-31995	83	6	environments	environment	NOUN
ajst-31995	83	7	with	with	ADP
ajst-31995	83	8	strong	strong	ADJ
ajst-31995	83	9	electromagnetic	electromagnetic	ADJ
ajst-31995	83	10	interference	interference	NOUN
ajst-31995	83	11	,	,	PUNCT
ajst-31995	83	12	the	the	DET
ajst-31995	83	13	bit	bit	NOUN
ajst-31995	83	14	error	error	NOUN
ajst-31995	83	15	rate	rate	NOUN
ajst-31995	83	16	of	of	ADP
ajst-31995	83	17	current	current	ADJ
ajst-31995	83	18	semantic	semantic	ADJ
ajst-31995	83	19	communication	communication	NOUN
ajst-31995	83	20	systems	system	NOUN
ajst-31995	83	21	is	be	AUX
ajst-31995	83	22	5	5	NUM
ajst-31995	83	23	-	-	SYM
ajst-31995	83	24	8	8	NUM
ajst-31995	83	25	percentage	percentage	NOUN
ajst-31995	83	26	points	point	NOUN
ajst-31995	83	27	higher	high	ADJ
ajst-31995	83	28	than	than	ADP
ajst-31995	83	29	traditional	traditional	ADJ
ajst-31995	83	30	methods	method	NOUN
ajst-31995	83	31	.	.	PUNCT
ajst-31995	84	1	fast	fast	ADJ
ajst-31995	84	2	time	time	NOUN
ajst-31995	84	3	-	-	PUNCT
ajst-31995	84	4	varying	vary	VERB
ajst-31995	84	5	channels	channel	NOUN
ajst-31995	84	6	caused	cause	VERB
ajst-31995	84	7	by	by	ADP
ajst-31995	84	8	the	the	DET
ajst-31995	84	9	doppler	doppler	NOUN
ajst-31995	84	10	effect	effect	NOUN
ajst-31995	84	11	distort	distort	VERB
ajst-31995	84	12	semantic	semantic	ADJ
ajst-31995	84	13	features	feature	NOUN
ajst-31995	84	14	,	,	PUNCT
ajst-31995	84	15	reducing	reduce	VERB
ajst-31995	84	16	recognition	recognition	NOUN
ajst-31995	84	17	accuracy	accuracy	NOUN
ajst-31995	84	18	by	by	ADP
ajst-31995	84	19	up	up	ADP
ajst-31995	84	20	to	to	PART
ajst-31995	84	21	20	20	NUM
ajst-31995	84	22	%	%	NOUN
ajst-31995	84	23	in	in	ADP
ajst-31995	84	24	high	high	ADJ
ajst-31995	84	25	-	-	PUNCT
ajst-31995	84	26	speed	speed	NOUN
ajst-31995	84	27	rail	rail	NOUN
ajst-31995	84	28	scenarios	scenario	NOUN
ajst-31995	84	29	.	.	PUNCT
ajst-31995	85	1	cross	cross	ADJ
ajst-31995	85	2	-	-	ADJ
ajst-31995	85	3	language	language	ADJ
ajst-31995	85	4	challenges	challenge	NOUN
ajst-31995	85	5	are	be	AUX
ajst-31995	85	6	even	even	ADV
ajst-31995	85	7	more	more	ADV
ajst-31995	85	8	complex	complex	ADJ
ajst-31995	85	9	[	[	X
ajst-31995	85	10	21	21	NUM
ajst-31995	85	11	]	]	X
ajst-31995	85	12	,	,	PUNCT
ajst-31995	85	13	as	as	SCONJ
ajst-31995	85	14	the	the	DET
ajst-31995	85	15	same	same	ADJ
ajst-31995	85	16	semantic	semantic	ADJ
ajst-31995	85	17	meaning	meaning	NOUN
ajst-31995	85	18	may	may	AUX
ajst-31995	85	19	carry	carry	VERB
ajst-31995	85	20	different	different	ADJ
ajst-31995	85	21	interpretations	interpretation	NOUN
ajst-31995	85	22	across	across	ADP
ajst-31995	85	23	cultures	culture	NOUN
ajst-31995	85	24	—	—	PUNCT
ajst-31995	85	25	e.g.	e.g.	ADV
ajst-31995	85	26	,	,	PUNCT
ajst-31995	85	27	nodding	nod	VERB
ajst-31995	85	28	signifies	signifie	NOUN
ajst-31995	85	29	negation	negation	NOUN
ajst-31995	85	30	in	in	ADP
ajst-31995	85	31	some	some	DET
ajst-31995	85	32	regions	region	NOUN
ajst-31995	85	33	,	,	PUNCT
ajst-31995	85	34	contrary	contrary	ADJ
ajst-31995	85	35	to	to	ADP
ajst-31995	85	36	most	most	ADJ
ajst-31995	85	37	countries	country	NOUN
ajst-31995	85	38	'	'	PART
ajst-31995	85	39	conventions	convention	NOUN
ajst-31995	85	40	.	.	PUNCT
ajst-31995	86	1	current	current	ADJ
ajst-31995	86	2	cross	cross	ADJ
ajst-31995	86	3	-	-	ADJ
ajst-31995	86	4	language	language	ADJ
ajst-31995	86	5	semantic	semantic	ADJ
ajst-31995	86	6	alignment	alignment	NOUN
ajst-31995	86	7	technologies	technology	NOUN
ajst-31995	86	8	achieve	achieve	VERB
ajst-31995	86	9	only	only	ADV
ajst-31995	86	10	~85	~85	NUM
ajst-31995	86	11	%	%	NOUN
ajst-31995	86	12	accuracy	accuracy	NOUN
ajst-31995	86	13	,	,	PUNCT
ajst-31995	86	14	far	far	ADV
ajst-31995	86	15	below	below	ADP
ajst-31995	86	16	commercial	commercial	ADJ
ajst-31995	86	17	requirements	requirement	NOUN
ajst-31995	86	18	.	.	PUNCT
ajst-31995	87	1	additionally	additionally	ADV
ajst-31995	87	2	,	,	PUNCT
ajst-31995	87	3	dynamic	dynamic	ADJ
ajst-31995	87	4	network	network	NOUN
ajst-31995	87	5	topologies	topology	NOUN
ajst-31995	87	6	(	(	PUNCT
ajst-31995	87	7	e.g.	e.g.	ADV
ajst-31995	87	8	,	,	PUNCT
ajst-31995	87	9	drone	drone	NOUN
ajst-31995	87	10	swarms	swarm	NOUN
ajst-31995	87	11	)	)	PUNCT
ajst-31995	87	12	require	require	VERB
ajst-31995	87	13	models	model	NOUN
ajst-31995	87	14	with	with	ADP
ajst-31995	87	15	online	online	ADJ
ajst-31995	87	16	learning	learning	NOUN
ajst-31995	87	17	capabilities	capability	NOUN
ajst-31995	87	18	,	,	PUNCT
ajst-31995	87	19	yet	yet	CCONJ
ajst-31995	87	20	existing	exist	VERB
ajst-31995	87	21	methods	method	NOUN
ajst-31995	87	22	suffer	suffer	VERB
ajst-31995	87	23	performance	performance	NOUN
ajst-31995	87	24	fluctuations	fluctuation	NOUN
ajst-31995	87	25	of	of	ADP
ajst-31995	87	26	up	up	ADP
ajst-31995	87	27	to	to	PART
ajst-31995	87	28	30	30	NUM
ajst-31995	87	29	%	%	NOUN
ajst-31995	87	30	during	during	ADP
ajst-31995	87	31	updates	update	NOUN
ajst-31995	87	32	.	.	PUNCT
ajst-31995	88	1	this	this	PRON
ajst-31995	88	2	calls	call	VERB
ajst-31995	88	3	for	for	ADP
ajst-31995	88	4	more	more	ADV
ajst-31995	88	5	robust	robust	ADJ
ajst-31995	88	6	continual	continual	ADJ
ajst-31995	88	7	learning	learn	VERB
ajst-31995	88	8	algorithms	algorithm	NOUN
ajst-31995	88	9	and	and	CCONJ
ajst-31995	88	10	adaptive	adaptive	ADJ
ajst-31995	88	11	semantic	semantic	ADJ
ajst-31995	88	12	encoding	encoding	NOUN
ajst-31995	88	13	strategies	strategy	NOUN
ajst-31995	88	14	.	.	PUNCT
ajst-31995	89	1	3.2	3.2	NUM
ajst-31995	89	2	future	future	ADJ
ajst-31995	89	3	research	research	NOUN
ajst-31995	89	4	directions	direction	NOUN
ajst-31995	89	5	(	(	PUNCT
ajst-31995	89	6	1	1	X
ajst-31995	89	7	)	)	PUNCT
ajst-31995	89	8	native	native	ADJ
ajst-31995	89	9	ai	ai	PROPN
ajst-31995	89	10	communication	communication	NOUN
ajst-31995	89	11	architecture	architecture	NOUN
ajst-31995	89	12	future	future	ADJ
ajst-31995	89	13	6	6	NUM
ajst-31995	89	14	g	g	NOUN
ajst-31995	89	15	networks	network	NOUN
ajst-31995	89	16	will	will	AUX
ajst-31995	89	17	evolve	evolve	VERB
ajst-31995	89	18	towards	towards	ADP
ajst-31995	89	19	native	native	ADJ
ajst-31995	89	20	ai	ai	PROPN
ajst-31995	89	21	architectures	architecture	NOUN
ajst-31995	89	22	where	where	SCONJ
ajst-31995	89	23	semantic	semantic	ADJ
ajst-31995	89	24	intelligence	intelligence	NOUN
ajst-31995	89	25	is	be	AUX
ajst-31995	89	26	deeply	deeply	ADV
ajst-31995	89	27	embedded	embed	VERB
ajst-31995	89	28	across	across	ADP
ajst-31995	89	29	all	all	DET
ajst-31995	89	30	network	network	NOUN
ajst-31995	89	31	layers	layer	NOUN
ajst-31995	89	32	[	[	X
ajst-31995	89	33	1	1	NUM
ajst-31995	89	34	]	]	PUNCT
ajst-31995	89	35	.	.	PUNCT
ajst-31995	90	1	this	this	PRON
ajst-31995	90	2	requires	require	VERB
ajst-31995	90	3	co	co	ADJ
ajst-31995	90	4	-	-	ADJ
ajst-31995	90	5	designing	designing	ADJ
ajst-31995	90	6	ai	ai	NOUN
ajst-31995	90	7	models	model	NOUN
ajst-31995	90	8	with	with	ADP
ajst-31995	90	9	communication	communication	NOUN
ajst-31995	90	10	protocols	protocol	NOUN
ajst-31995	90	11	from	from	ADP
ajst-31995	90	12	the	the	DET
ajst-31995	90	13	ground	ground	NOUN
ajst-31995	90	14	up	up	ADP
ajst-31995	90	15	,	,	PUNCT
ajst-31995	90	16	enabling	enable	VERB
ajst-31995	90	17	end	end	NOUN
ajst-31995	90	18	-	-	PUNCT
ajst-31995	90	19	to	to	ADP
ajst-31995	90	20	-	-	PUNCT
ajst-31995	90	21	end	end	VERB
ajst-31995	90	22	semantic	semantic	ADJ
ajst-31995	90	23	optimization	optimization	NOUN
ajst-31995	90	24	.	.	PUNCT
ajst-31995	91	1	key	key	ADJ
ajst-31995	91	2	innovations	innovation	NOUN
ajst-31995	91	3	include	include	VERB
ajst-31995	91	4	semantic	semantic	ADJ
ajst-31995	91	5	-	-	PUNCT
ajst-31995	91	6	aware	aware	ADJ
ajst-31995	91	7	resource	resource	NOUN
ajst-31995	91	8	allocation	allocation	NOUN
ajst-31995	91	9	and	and	CCONJ
ajst-31995	91	10	cross	cross	ADJ
ajst-31995	91	11	-	-	ADJ
ajst-31995	91	12	layer	layer	ADJ
ajst-31995	91	13	semantic	semantic	ADJ
ajst-31995	91	14	routing	routing	NOUN
ajst-31995	91	15	[	[	X
ajst-31995	91	16	16	16	NUM
ajst-31995	91	17	]	]	PUNCT
ajst-31995	91	18	,	,	PUNCT
ajst-31995	91	19	which	which	PRON
ajst-31995	91	20	could	could	AUX
ajst-31995	91	21	improve	improve	VERB
ajst-31995	91	22	network	network	NOUN
ajst-31995	91	23	efficiency	efficiency	NOUN
ajst-31995	91	24	by	by	ADP
ajst-31995	91	25	10	10	NUM
ajst-31995	91	26	-	-	PUNCT
ajst-31995	91	27	100x	100x	NUM
ajst-31995	91	28	compared	compare	VERB
ajst-31995	91	29	to	to	ADP
ajst-31995	91	30	traditional	traditional	ADJ
ajst-31995	91	31	approaches	approach	NOUN
ajst-31995	91	32	.	.	PUNCT
ajst-31995	92	1	(	(	PUNCT
ajst-31995	92	2	2	2	X
ajst-31995	92	3	)	)	PUNCT
ajst-31995	92	4	green	green	ADJ
ajst-31995	92	5	semantic	semantic	ADJ
ajst-31995	92	6	computing	compute	VERB
ajst-31995	92	7	energy	energy	NOUN
ajst-31995	92	8	-	-	PUNCT
ajst-31995	92	9	efficient	efficient	ADJ
ajst-31995	92	10	semantic	semantic	ADJ
ajst-31995	92	11	processing	processing	NOUN
ajst-31995	92	12	is	be	AUX
ajst-31995	92	13	critical	critical	ADJ
ajst-31995	92	14	for	for	ADP
ajst-31995	92	15	sustainable	sustainable	ADJ
ajst-31995	92	16	6	6	NUM
ajst-31995	92	17	g	g	NOUN
ajst-31995	92	18	deployment	deployment	NOUN
ajst-31995	92	19	[	[	X
ajst-31995	92	20	3	3	NUM
ajst-31995	92	21	]	]	PUNCT
ajst-31995	92	22	.	.	PUNCT
ajst-31995	93	1	promising	promise	VERB
ajst-31995	93	2	approaches	approach	NOUN
ajst-31995	93	3	include	include	VERB
ajst-31995	93	4	neuromorphic	neuromorphic	ADJ
ajst-31995	93	5	computing	compute	VERB
ajst-31995	93	6	chips	chip	NOUN
ajst-31995	93	7	for	for	ADP
ajst-31995	93	8	semantic	semantic	ADJ
ajst-31995	93	9	tasks	task	NOUN
ajst-31995	93	10	and	and	CCONJ
ajst-31995	93	11	dynamic	dynamic	ADJ
ajst-31995	93	12	semantic	semantic	ADJ
ajst-31995	93	13	compression	compression	NOUN
ajst-31995	93	14	algorithms	algorithm	NOUN
ajst-31995	93	15	[	[	X
ajst-31995	93	16	21	21	NUM
ajst-31995	93	17	]	]	PUNCT
ajst-31995	93	18	.	.	PUNCT
ajst-31995	94	1	recent	recent	ADJ
ajst-31995	94	2	breakthroughs	breakthrough	NOUN
ajst-31995	94	3	show	show	VERB
ajst-31995	94	4	potential	potential	NOUN
ajst-31995	94	5	for	for	ADP
ajst-31995	94	6	100x	100x	NUM
ajst-31995	94	7	energy	energy	NOUN
ajst-31995	94	8	reduction	reduction	NOUN
ajst-31995	94	9	in	in	ADP
ajst-31995	94	10	semantic	semantic	ADJ
ajst-31995	94	11	encoding	encoding	NOUN
ajst-31995	94	12	through	through	ADP
ajst-31995	94	13	hybrid	hybrid	ADJ
ajst-31995	94	14	analog	analog	NOUN
ajst-31995	94	15	-	-	PUNCT
ajst-31995	94	16	digital	digital	ADJ
ajst-31995	94	17	circuits	circuit	NOUN
ajst-31995	94	18	and	and	CCONJ
ajst-31995	94	19	sparsity	sparsity	NOUN
ajst-31995	94	20	-	-	PUNCT
ajst-31995	94	21	aware	aware	ADJ
ajst-31995	94	22	computing	computing	NOUN
ajst-31995	94	23	paradigms	paradigm	NOUN
ajst-31995	94	24	.	.	PUNCT
ajst-31995	95	1	(	(	PUNCT
ajst-31995	95	2	3	3	X
ajst-31995	95	3	)	)	PUNCT
ajst-31995	95	4	trustworthy	trustworthy	ADJ
ajst-31995	95	5	semantic	semantic	ADJ
ajst-31995	95	6	communication	communication	NOUN
ajst-31995	95	7	secure	secure	VERB
ajst-31995	95	8	semantic	semantic	ADJ
ajst-31995	95	9	systems	system	NOUN
ajst-31995	95	10	must	must	AUX
ajst-31995	95	11	address	address	VERB
ajst-31995	95	12	novel	novel	ADJ
ajst-31995	95	13	attack	attack	NOUN
ajst-31995	95	14	vectors	vector	NOUN
ajst-31995	95	15	while	while	SCONJ
ajst-31995	95	16	preserving	preserve	VERB
ajst-31995	95	17	privacy	privacy	NOUN
ajst-31995	96	1	[	[	X
ajst-31995	96	2	20	20	NUM
ajst-31995	96	3	]	]	PUNCT
ajst-31995	96	4	.	.	PUNCT
ajst-31995	97	1	emerging	emerge	VERB
ajst-31995	97	2	solutions	solution	NOUN
ajst-31995	97	3	combine	combine	VERB
ajst-31995	97	4	quantum	quantum	NOUN
ajst-31995	97	5	-	-	PUNCT
ajst-31995	97	6	resistant	resistant	ADJ
ajst-31995	97	7	semantic	semantic	ADJ
ajst-31995	97	8	encryption	encryption	NOUN
ajst-31995	97	9	with	with	ADP
ajst-31995	97	10	blockchain	blockchain	PROPN
ajst-31995	97	11	-	-	PUNCT
ajst-31995	97	12	based	base	VERB
ajst-31995	97	13	verification	verification	NOUN
ajst-31995	97	14	[	[	X
ajst-31995	97	15	18	18	NUM
ajst-31995	97	16	]	]	PUNCT
ajst-31995	97	17	.	.	PUNCT
ajst-31995	98	1	for	for	ADP
ajst-31995	98	2	medical	medical	ADJ
ajst-31995	98	3	applications	application	NOUN
ajst-31995	98	4	,	,	PUNCT
ajst-31995	98	5	differential	differential	NOUN
ajst-31995	98	6	privacy	privacy	NOUN
ajst-31995	98	7	techniques	technique	NOUN
ajst-31995	98	8	can	can	AUX
ajst-31995	98	9	achieve	achieve	VERB
ajst-31995	98	10	99	99	NUM
ajst-31995	98	11	%	%	NOUN
ajst-31995	98	12	semantic	semantic	ADJ
ajst-31995	98	13	accuracy	accuracy	NOUN
ajst-31995	98	14	while	while	SCONJ
ajst-31995	98	15	protecting	protect	VERB
ajst-31995	98	16	sensitive	sensitive	ADJ
ajst-31995	98	17	patient	patient	ADJ
ajst-31995	98	18	data	datum	NOUN
ajst-31995	98	19	,	,	PUNCT
ajst-31995	98	20	representing	represent	VERB
ajst-31995	98	21	a	a	DET
ajst-31995	98	22	major	major	ADJ
ajst-31995	98	23	advance	advance	NOUN
ajst-31995	98	24	over	over	ADP
ajst-31995	98	25	conventional	conventional	ADJ
ajst-31995	98	26	methods	method	NOUN
ajst-31995	98	27	.	.	PUNCT
ajst-31995	99	1	(	(	PUNCT
ajst-31995	99	2	4	4	X
ajst-31995	99	3	)	)	PUNCT
ajst-31995	99	4	semantic	semantic	ADJ
ajst-31995	99	5	metaverse	metaverse	NOUN
ajst-31995	99	6	infrastructure	infrastructure	NOUN
ajst-31995	99	7	the	the	DET
ajst-31995	99	8	metaverse	metaverse	NOUN
ajst-31995	99	9	demands	demand	VERB
ajst-31995	99	10	ultra	ultra	ADJ
ajst-31995	99	11	-	-	ADJ
ajst-31995	99	12	efficient	efficient	ADJ
ajst-31995	99	13	semantic	semantic	ADJ
ajst-31995	99	14	exchange	exchange	NOUN
ajst-31995	99	15	between	between	ADP
ajst-31995	99	16	physical	physical	ADJ
ajst-31995	99	17	and	and	CCONJ
ajst-31995	99	18	virtual	virtual	ADJ
ajst-31995	99	19	worlds	world	NOUN
ajst-31995	99	20	[	[	X
ajst-31995	99	21	11	11	NUM
ajst-31995	99	22	]	]	PUNCT
ajst-31995	99	23	.	.	PUNCT
ajst-31995	100	1	next	next	ADJ
ajst-31995	100	2	-	-	PUNCT
ajst-31995	100	3	gen	gen	NOUN
ajst-31995	100	4	systems	system	NOUN
ajst-31995	100	5	will	will	AUX
ajst-31995	100	6	leverage	leverage	VERB
ajst-31995	100	7	holographic	holographic	ADJ
ajst-31995	100	8	semantic	semantic	ADJ
ajst-31995	100	9	compression	compression	NOUN
ajst-31995	100	10	and	and	CCONJ
ajst-31995	100	11	tactile	tactile	VERB
ajst-31995	100	12	semantic	semantic	ADJ
ajst-31995	100	13	coding	coding	NOUN
ajst-31995	100	14	[	[	X
ajst-31995	100	15	15	15	NUM
ajst-31995	100	16	]	]	PUNCT
ajst-31995	100	17	to	to	PART
ajst-31995	100	18	enable	enable	VERB
ajst-31995	100	19	immersive	immersive	ADJ
ajst-31995	100	20	experiences	experience	NOUN
ajst-31995	100	21	at	at	ADP
ajst-31995	100	22	1/1000	1/1000	NUM
ajst-31995	100	23	the	the	DET
ajst-31995	100	24	bandwidth	bandwidth	NOUN
ajst-31995	100	25	of	of	ADP
ajst-31995	100	26	current	current	ADJ
ajst-31995	100	27	solutions	solution	NOUN
ajst-31995	100	28	.	.	PUNCT
ajst-31995	101	1	pilot	pilot	NOUN
ajst-31995	101	2	demonstrations	demonstration	NOUN
ajst-31995	101	3	show	show	VERB
ajst-31995	101	4	10ms	10ms	ADJ
ajst-31995	101	5	latency	latency	NOUN
ajst-31995	101	6	for	for	ADP
ajst-31995	101	7	full	full	ADJ
ajst-31995	101	8	-	-	PUNCT
ajst-31995	101	9	body	body	NOUN
ajst-31995	101	10	semantic	semantic	ADJ
ajst-31995	101	11	avatars	avatar	NOUN
ajst-31995	101	12	,	,	PUNCT
ajst-31995	101	13	nearing	near	VERB
ajst-31995	101	14	the	the	DET
ajst-31995	101	15	threshold	threshold	NOUN
ajst-31995	101	16	for	for	ADP
ajst-31995	101	17	realistic	realistic	ADJ
ajst-31995	101	18	interaction	interaction	NOUN
ajst-31995	101	19	.	.	PUNCT
ajst-31995	102	1	4	4	X
ajst-31995	102	2	.	.	X
ajst-31995	102	3	conclusion	conclusion	NOUN
ajst-31995	102	4	this	this	DET
ajst-31995	102	5	paper	paper	NOUN
ajst-31995	102	6	provides	provide	VERB
ajst-31995	102	7	a	a	DET
ajst-31995	102	8	systematic	systematic	ADJ
ajst-31995	102	9	review	review	NOUN
ajst-31995	102	10	of	of	ADP
ajst-31995	102	11	the	the	DET
ajst-31995	102	12	research	research	NOUN
ajst-31995	102	13	progress	progress	NOUN
ajst-31995	102	14	and	and	CCONJ
ajst-31995	102	15	practical	practical	ADJ
ajst-31995	102	16	applications	application	NOUN
ajst-31995	102	17	of	of	ADP
ajst-31995	102	18	artificial	artificial	ADJ
ajst-31995	102	19	intelligence	intelligence	NOUN
ajst-31995	102	20	large	large	ADJ
ajst-31995	102	21	models	model	NOUN
ajst-31995	102	22	(	(	PUNCT
ajst-31995	102	23	aim	aim	NOUN
ajst-31995	102	24	)	)	PUNCT
ajst-31995	102	25	in	in	ADP
ajst-31995	102	26	driving	drive	VERB
ajst-31995	102	27	6	6	NUM
ajst-31995	102	28	g	g	NOUN
ajst-31995	102	29	semantic	semantic	ADJ
ajst-31995	102	30	communications	communication	NOUN
ajst-31995	102	31	.	.	PUNCT
ajst-31995	103	1	research	research	NOUN
ajst-31995	103	2	demonstrates	demonstrate	VERB
ajst-31995	103	3	that	that	SCONJ
ajst-31995	103	4	aim	aim	VERB
ajst-31995	103	5	,	,	PUNCT
ajst-31995	103	6	through	through	ADP
ajst-31995	103	7	its	its	PRON
ajst-31995	103	8	powerful	powerful	ADJ
ajst-31995	103	9	semantic	semantic	ADJ
ajst-31995	103	10	understanding	understanding	NOUN
ajst-31995	103	11	and	and	CCONJ
ajst-31995	103	12	processing	processing	NOUN
ajst-31995	103	13	capabilities	capability	NOUN
ajst-31995	103	14	,	,	PUNCT
ajst-31995	103	15	has	have	AUX
ajst-31995	103	16	53	53	NUM
ajst-31995	103	17	achieved	achieve	VERB
ajst-31995	103	18	breakthrough	breakthrough	NOUN
ajst-31995	103	19	advancements	advancement	NOUN
ajst-31995	103	20	in	in	ADP
ajst-31995	103	21	typical	typical	ADJ
ajst-31995	103	22	6	6	NUM
ajst-31995	103	23	g	g	NOUN
ajst-31995	103	24	scenarios	scenario	NOUN
ajst-31995	103	25	such	such	ADJ
ajst-31995	103	26	as	as	ADP
ajst-31995	103	27	holographic	holographic	ADJ
ajst-31995	103	28	communication	communication	NOUN
ajst-31995	103	29	,	,	PUNCT
ajst-31995	103	30	digital	digital	ADJ
ajst-31995	103	31	twins	twin	NOUN
ajst-31995	103	32	,	,	PUNCT
ajst-31995	103	33	and	and	CCONJ
ajst-31995	103	34	intelligent	intelligent	ADJ
ajst-31995	103	35	vehicle	vehicle	NOUN
ajst-31995	103	36	-	-	PUNCT
ajst-31995	103	37	to	to	ADP
ajst-31995	103	38	-	-	PUNCT
ajst-31995	103	39	everything	everything	PRON
ajst-31995	103	40	networks	network	NOUN
ajst-31995	103	41	,	,	PUNCT
ajst-31995	103	42	significantly	significantly	ADV
ajst-31995	103	43	enhancing	enhance	VERB
ajst-31995	103	44	communication	communication	NOUN
ajst-31995	103	45	efficiency	efficiency	NOUN
ajst-31995	103	46	and	and	CCONJ
ajst-31995	103	47	intelligent	intelligent	ADJ
ajst-31995	103	48	capabilities	capability	NOUN
ajst-31995	103	49	.	.	PUNCT
ajst-31995	104	1	at	at	ADP
ajst-31995	104	2	the	the	DET
ajst-31995	104	3	theoretical	theoretical	ADJ
ajst-31995	104	4	level	level	NOUN
ajst-31995	104	5	,	,	PUNCT
ajst-31995	104	6	semantic	semantic	ADJ
ajst-31995	104	7	information	information	NOUN
ajst-31995	104	8	theory	theory	NOUN
ajst-31995	104	9	has	have	AUX
ajst-31995	104	10	established	establish	VERB
ajst-31995	104	11	a	a	DET
ajst-31995	104	12	new	new	ADJ
ajst-31995	104	13	paradigm	paradigm	NOUN
ajst-31995	104	14	for	for	ADP
ajst-31995	104	15	6	6	NUM
ajst-31995	104	16	g	g	NOUN
ajst-31995	104	17	communication	communication	NOUN
ajst-31995	104	18	system	system	NOUN
ajst-31995	104	19	design	design	NOUN
ajst-31995	104	20	.	.	PUNCT
ajst-31995	105	1	at	at	ADP
ajst-31995	105	2	the	the	DET
ajst-31995	105	3	technical	technical	ADJ
ajst-31995	105	4	level	level	NOUN
ajst-31995	105	5	,	,	PUNCT
ajst-31995	105	6	continuous	continuous	ADJ
ajst-31995	105	7	breakthroughs	breakthrough	NOUN
ajst-31995	105	8	have	have	AUX
ajst-31995	105	9	been	be	AUX
ajst-31995	105	10	made	make	VERB
ajst-31995	105	11	in	in	ADP
ajst-31995	105	12	key	key	ADJ
ajst-31995	105	13	technologies	technology	NOUN
ajst-31995	105	14	including	include	VERB
ajst-31995	105	15	efficient	efficient	ADJ
ajst-31995	105	16	semantic	semantic	ADJ
ajst-31995	105	17	encoding	encoding	NOUN
ajst-31995	105	18	,	,	PUNCT
ajst-31995	105	19	lightweight	lightweight	ADJ
ajst-31995	105	20	deployment	deployment	NOUN
ajst-31995	105	21	,	,	PUNCT
ajst-31995	105	22	and	and	CCONJ
ajst-31995	105	23	security	security	NOUN
ajst-31995	105	24	enhancement	enhancement	NOUN
ajst-31995	105	25	.	.	PUNCT
ajst-31995	106	1	however	however	ADV
ajst-31995	106	2	,	,	PUNCT
ajst-31995	106	3	several	several	ADJ
ajst-31995	106	4	challenges	challenge	NOUN
ajst-31995	106	5	remain	remain	VERB
ajst-31995	106	6	to	to	PART
ajst-31995	106	7	be	be	AUX
ajst-31995	106	8	addressed	address	VERB
ajst-31995	106	9	for	for	ADP
ajst-31995	106	10	large	large	ADJ
ajst-31995	106	11	-	-	PUNCT
ajst-31995	106	12	scale	scale	NOUN
ajst-31995	106	13	commercial	commercial	ADJ
ajst-31995	106	14	deployment	deployment	NOUN
ajst-31995	106	15	,	,	PUNCT
ajst-31995	106	16	including	include	VERB
ajst-31995	106	17	insufficient	insufficient	ADJ
ajst-31995	106	18	standardization	standardization	NOUN
ajst-31995	106	19	and	and	CCONJ
ajst-31995	106	20	interoperability	interoperability	NOUN
ajst-31995	106	21	,	,	PUNCT
ajst-31995	106	22	terminal	terminal	ADJ
ajst-31995	106	23	computing	computing	NOUN
ajst-31995	106	24	efficiency	efficiency	NOUN
ajst-31995	106	25	bottlenecks	bottleneck	NOUN
ajst-31995	106	26	,	,	PUNCT
ajst-31995	106	27	emerging	emerge	VERB
ajst-31995	106	28	semantic	semantic	ADJ
ajst-31995	106	29	security	security	NOUN
ajst-31995	106	30	threats	threat	NOUN
ajst-31995	106	31	,	,	PUNCT
ajst-31995	106	32	and	and	CCONJ
ajst-31995	106	33	dynamic	dynamic	ADJ
ajst-31995	106	34	environmental	environmental	ADJ
ajst-31995	106	35	adaptability	adaptability	NOUN
ajst-31995	106	36	.	.	PUNCT
ajst-31995	107	1	future	future	ADJ
ajst-31995	107	2	research	research	NOUN
ajst-31995	107	3	should	should	AUX
ajst-31995	107	4	focus	focus	VERB
ajst-31995	107	5	on	on	ADP
ajst-31995	107	6	aim	aim	NOUN
ajst-31995	107	7	-	-	PUNCT
ajst-31995	107	8	native	native	ADJ
ajst-31995	107	9	communication	communication	NOUN
ajst-31995	107	10	architecture	architecture	NOUN
ajst-31995	107	11	design	design	NOUN
ajst-31995	107	12	,	,	PUNCT
ajst-31995	107	13	breakthroughs	breakthrough	NOUN
ajst-31995	107	14	in	in	ADP
ajst-31995	107	15	green	green	ADJ
ajst-31995	107	16	semantic	semantic	ADJ
ajst-31995	107	17	computing	computing	NOUN
ajst-31995	107	18	technologies	technology	NOUN
ajst-31995	107	19	,	,	PUNCT
ajst-31995	107	20	establishment	establishment	NOUN
ajst-31995	107	21	of	of	ADP
ajst-31995	107	22	trustworthy	trustworthy	ADJ
ajst-31995	107	23	semantic	semantic	ADJ
ajst-31995	107	24	communication	communication	NOUN
ajst-31995	107	25	systems	system	NOUN
ajst-31995	107	26	,	,	PUNCT
ajst-31995	107	27	and	and	CCONJ
ajst-31995	107	28	construction	construction	NOUN
ajst-31995	107	29	of	of	ADP
ajst-31995	107	30	semantic	semantic	ADJ
ajst-31995	107	31	metaverse	metaverse	NOUN
ajst-31995	107	32	infrastructure	infrastructure	NOUN
ajst-31995	107	33	.	.	PUNCT
ajst-31995	108	1	addressing	address	VERB
ajst-31995	108	2	these	these	DET
ajst-31995	108	3	challenges	challenge	NOUN
ajst-31995	108	4	requires	require	VERB
ajst-31995	108	5	not	not	PART
ajst-31995	108	6	only	only	ADV
ajst-31995	108	7	technological	technological	ADJ
ajst-31995	108	8	innovation	innovation	NOUN
ajst-31995	108	9	but	but	CCONJ
ajst-31995	108	10	also	also	ADV
ajst-31995	108	11	close	close	VERB
ajst-31995	108	12	collaboration	collaboration	NOUN
ajst-31995	108	13	among	among	ADP
ajst-31995	108	14	global	global	ADJ
ajst-31995	108	15	industry	industry	NOUN
ajst-31995	108	16	,	,	PUNCT
ajst-31995	108	17	academia	academia	NOUN
ajst-31995	108	18	,	,	PUNCT
ajst-31995	108	19	research	research	NOUN
ajst-31995	108	20	institutions	institution	NOUN
ajst-31995	108	21	,	,	PUNCT
ajst-31995	108	22	and	and	CCONJ
ajst-31995	108	23	standards	standard	NOUN
ajst-31995	108	24	organizations	organization	NOUN
ajst-31995	108	25	.	.	PUNCT
ajst-31995	109	1	by	by	ADP
ajst-31995	109	2	resolving	resolve	VERB
ajst-31995	109	3	these	these	DET
ajst-31995	109	4	critical	critical	ADJ
ajst-31995	109	5	issues	issue	NOUN
ajst-31995	109	6	,	,	PUNCT
ajst-31995	109	7	the	the	DET
ajst-31995	109	8	deep	deep	ADJ
ajst-31995	109	9	integration	integration	NOUN
ajst-31995	109	10	of	of	ADP
ajst-31995	109	11	6	6	NUM
ajst-31995	109	12	g	g	NOUN
ajst-31995	109	13	and	and	CCONJ
ajst-31995	109	14	aim	aim	NOUN
ajst-31995	109	15	will	will	AUX
ajst-31995	109	16	transform	transform	VERB
ajst-31995	109	17	communication	communication	NOUN
ajst-31995	109	18	systems	system	NOUN
ajst-31995	109	19	from	from	ADP
ajst-31995	109	20	traditional	traditional	ADJ
ajst-31995	109	21	information	information	NOUN
ajst-31995	109	22	pipelines	pipeline	NOUN
ajst-31995	109	23	into	into	ADP
ajst-31995	109	24	intelligent	intelligent	ADJ
ajst-31995	109	25	cognitive	cognitive	ADJ
ajst-31995	109	26	systems	system	NOUN
ajst-31995	109	27	,	,	PUNCT
ajst-31995	109	28	laying	lay	VERB
ajst-31995	109	29	a	a	DET
ajst-31995	109	30	solid	solid	ADJ
ajst-31995	109	31	foundation	foundation	NOUN
ajst-31995	109	32	for	for	ADP
ajst-31995	109	33	the	the	DET
ajst-31995	109	34	development	development	NOUN
ajst-31995	109	35	of	of	ADP
ajst-31995	109	36	the	the	DET
ajst-31995	109	37	digital	digital	ADJ
ajst-31995	109	38	economy	economy	NOUN
ajst-31995	109	39	.	.	PUNCT
ajst-31995	110	1	references	reference	NOUN
ajst-31995	110	2	[	[	X
ajst-31995	110	3	1	1	NUM
ajst-31995	110	4	]	]	X
ajst-31995	110	5	chen	chen	PROPN
ajst-31995	110	6	,	,	PUNCT
ajst-31995	110	7	x.	x.	PROPN
ajst-31995	110	8	,	,	PUNCT
ajst-31995	110	9	guo	guo	PROPN
ajst-31995	110	10	,	,	PUNCT
ajst-31995	110	11	z.	z.	PROPN
ajst-31995	110	12	,	,	PUNCT
ajst-31995	110	13	wang	wang	PROPN
ajst-31995	110	14	,	,	PUNCT
ajst-31995	110	15	x.	x.	PROPN
ajst-31995	110	16	,	,	PUNCT
ajst-31995	110	17	feng	feng	PROPN
ajst-31995	110	18	,	,	PUNCT
ajst-31995	110	19	c.	c.	PROPN
ajst-31995	110	20	,	,	PUNCT
ajst-31995	110	21	yang	yang	PROPN
ajst-31995	110	22	,	,	PUNCT
ajst-31995	110	23	h.	h.	PROPN
ajst-31995	110	24	h.	h.	PROPN
ajst-31995	110	25	,	,	PUNCT
ajst-31995	110	26	han	han	PROPN
ajst-31995	110	27	,	,	PUNCT
ajst-31995	110	28	s.	s.	PROPN
ajst-31995	110	29	,	,	PUNCT
ajst-31995	110	30	wang	wang	PROPN
ajst-31995	110	31	,	,	PUNCT
ajst-31995	110	32	x.	x.	PROPN
ajst-31995	110	33	,	,	PUNCT
ajst-31995	110	34	&	&	CCONJ
ajst-31995	110	35	quek	quek	PROPN
ajst-31995	110	36	,	,	PUNCT
ajst-31995	110	37	t.	t.	PROPN
ajst-31995	110	38	q.	q.	PROPN
ajst-31995	110	39	s.	s.	PROPN
ajst-31995	110	40	(	(	PUNCT
ajst-31995	110	41	2025	2025	NUM
ajst-31995	110	42	)	)	PUNCT
ajst-31995	110	43	.	.	PUNCT
ajst-31995	111	1	toward	toward	ADP
ajst-31995	111	2	6	6	NUM
ajst-31995	111	3	g	g	NOUN
ajst-31995	111	4	native	native	ADJ
ajst-31995	111	5	-	-	PUNCT
ajst-31995	111	6	ai	ai	NOUN
ajst-31995	111	7	network	network	NOUN
ajst-31995	111	8	:	:	PUNCT
ajst-31995	111	9	foundation	foundation	NOUN
ajst-31995	111	10	model	model	NOUN
ajst-31995	111	11	-	-	PUNCT
ajst-31995	111	12	based	base	VERB
ajst-31995	111	13	cloud	cloud	NOUN
ajst-31995	111	14	-	-	PUNCT
ajst-31995	111	15	edge	edge	NOUN
ajst-31995	111	16	-	-	PUNCT
ajst-31995	111	17	end	end	NOUN
ajst-31995	111	18	collaboration	collaboration	NOUN
ajst-31995	111	19	framework	framework	NOUN
ajst-31995	111	20	.	.	PUNCT
ajst-31995	112	1	ieee	ieee	NOUN
ajst-31995	112	2	communications	communications	PROPN
ajst-31995	112	3	magazine	magazine	NOUN
ajst-31995	112	4	,	,	PUNCT
ajst-31995	112	5	63(8	63(8	NUM
ajst-31995	112	6	)	)	PUNCT
ajst-31995	112	7	,	,	PUNCT
ajst-31995	112	8	23	23	NUM
ajst-31995	112	9	-	-	SYM
ajst-31995	112	10	30	30	NUM
ajst-31995	112	11	.	.	PUNCT
ajst-31995	113	1	[	[	X
ajst-31995	113	2	2	2	NUM
ajst-31995	113	3	]	]	X
ajst-31995	113	4	shoaib	shoaib	PROPN
ajst-31995	113	5	,	,	PUNCT
ajst-31995	113	6	m.	m.	PROPN
ajst-31995	113	7	r.	r.	PROPN
ajst-31995	113	8	,	,	PUNCT
ajst-31995	113	9	wang	wang	PROPN
ajst-31995	113	10	,	,	PUNCT
ajst-31995	113	11	z.	z.	PROPN
ajst-31995	113	12	,	,	PUNCT
ajst-31995	113	13	&	&	CCONJ
ajst-31995	113	14	zhao	zhao	PROPN
ajst-31995	113	15	,	,	PUNCT
ajst-31995	113	16	j.	j.	PROPN
ajst-31995	113	17	(	(	PUNCT
ajst-31995	113	18	2024	2024	NUM
ajst-31995	113	19	)	)	PUNCT
ajst-31995	113	20	.	.	PUNCT
ajst-31995	114	1	the	the	DET
ajst-31995	114	2	convergence	convergence	NOUN
ajst-31995	114	3	of	of	ADP
ajst-31995	114	4	artificial	artificial	ADJ
ajst-31995	114	5	intelligence	intelligence	NOUN
ajst-31995	114	6	foundation	foundation	NOUN
ajst-31995	114	7	models	model	NOUN
ajst-31995	114	8	and	and	CCONJ
ajst-31995	114	9	6	6	NUM
ajst-31995	114	10	g	g	NOUN
ajst-31995	114	11	wireless	wireless	ADJ
ajst-31995	114	12	communication	communication	NOUN
ajst-31995	114	13	networks	network	NOUN
ajst-31995	114	14	.	.	PUNCT
ajst-31995	115	1	in	in	ADP
ajst-31995	115	2	2024	2024	NUM
ajst-31995	115	3	ieee	ieee	NOUN
ajst-31995	115	4	99th	99th	ADJ
ajst-31995	115	5	vehicular	vehicular	ADJ
ajst-31995	115	6	technology	technology	NOUN
ajst-31995	115	7	conference	conference	NOUN
ajst-31995	115	8	(	(	PUNCT
ajst-31995	115	9	vtc2024	vtc2024	NOUN
ajst-31995	115	10	-	-	PUNCT
ajst-31995	115	11	spring	spring	NOUN
ajst-31995	115	12	)	)	PUNCT
ajst-31995	115	13	(	(	PUNCT
ajst-31995	115	14	pp	pp	X
ajst-31995	115	15	.	.	PUNCT
ajst-31995	116	1	1	1	NUM
ajst-31995	116	2	-	-	SYM
ajst-31995	116	3	10	10	NUM
ajst-31995	116	4	)	)	PUNCT
ajst-31995	116	5	.	.	PUNCT
ajst-31995	117	1	ieee	ieee	NOUN
ajst-31995	117	2	.	.	PUNCT
ajst-31995	118	1	[	[	X
ajst-31995	118	2	3	3	NUM
ajst-31995	118	3	]	]	X
ajst-31995	118	4	abasi	abasi	NOUN
ajst-31995	118	5	,	,	PUNCT
ajst-31995	118	6	a.	a.	PROPN
ajst-31995	118	7	k.	k.	PROPN
ajst-31995	118	8	,	,	PUNCT
ajst-31995	118	9	aloqaily	aloqaily	ADV
ajst-31995	118	10	,	,	PUNCT
ajst-31995	118	11	m.	m.	NOUN
ajst-31995	118	12	,	,	PUNCT
ajst-31995	118	13	&	&	CCONJ
ajst-31995	118	14	guizani	guizani	PROPN
ajst-31995	118	15	,	,	PUNCT
ajst-31995	118	16	m.	m.	NOUN
ajst-31995	118	17	(	(	PUNCT
ajst-31995	118	18	2025	2025	NUM
ajst-31995	118	19	)	)	PUNCT
ajst-31995	118	20	.	.	PUNCT
ajst-31995	119	1	anomaly	anomaly	PROPN
ajst-31995	119	2	detection	detection	NOUN
ajst-31995	119	3	in	in	ADP
ajst-31995	119	4	6	6	NUM
ajst-31995	119	5	g	g	NOUN
ajst-31995	119	6	networks	network	NOUN
ajst-31995	119	7	using	use	VERB
ajst-31995	119	8	large	large	ADJ
ajst-31995	119	9	language	language	NOUN
ajst-31995	119	10	models	model	NOUN
ajst-31995	119	11	(	(	PUNCT
ajst-31995	119	12	llms	llm	NOUN
ajst-31995	119	13	)	)	PUNCT
ajst-31995	119	14	.	.	PUNCT
ajst-31995	120	1	in	in	ADP
ajst-31995	120	2	2025	2025	NUM
ajst-31995	120	3	international	international	ADJ
ajst-31995	120	4	wireless	wireless	ADJ
ajst-31995	120	5	communications	communication	NOUN
ajst-31995	120	6	and	and	CCONJ
ajst-31995	120	7	mobile	mobile	NOUN
ajst-31995	120	8	computing	computing	NOUN
ajst-31995	120	9	(	(	PUNCT
ajst-31995	120	10	iwcmc	iwcmc	NOUN
ajst-31995	120	11	)	)	PUNCT
ajst-31995	120	12	(	(	PUNCT
ajst-31995	120	13	pp	pp	ADJ
ajst-31995	120	14	.	.	PUNCT
ajst-31995	120	15	1466–1471	1466–1471	NUM
ajst-31995	120	16	)	)	PUNCT
ajst-31995	120	17	.	.	PUNCT
ajst-31995	121	1	ieee	ieee	NOUN
ajst-31995	121	2	.	.	PUNCT
ajst-31995	122	1	[	[	X
ajst-31995	122	2	4	4	NUM
ajst-31995	122	3	]	]	SYM
ajst-31995	122	4	xu	xu	PROPN
ajst-31995	122	5	,	,	PUNCT
ajst-31995	122	6	m.	m.	NOUN
ajst-31995	122	7	,	,	PUNCT
ajst-31995	122	8	niyato	niyato	PROPN
ajst-31995	122	9	,	,	PUNCT
ajst-31995	122	10	d.	d.	PROPN
ajst-31995	122	11	,	,	PUNCT
ajst-31995	122	12	kang	kang	PROPN
ajst-31995	122	13	,	,	PUNCT
ajst-31995	122	14	j.	j.	PROPN
ajst-31995	122	15	,	,	PUNCT
ajst-31995	122	16	xiong	xiong	PROPN
ajst-31995	122	17	,	,	PUNCT
ajst-31995	122	18	z.	z.	PROPN
ajst-31995	122	19	,	,	PUNCT
ajst-31995	122	20	mao	mao	PROPN
ajst-31995	122	21	,	,	PUNCT
ajst-31995	122	22	s.	s.	PROPN
ajst-31995	122	23	,	,	PUNCT
ajst-31995	122	24	han	han	PROPN
ajst-31995	122	25	,	,	PUNCT
ajst-31995	122	26	z.	z.	PROPN
ajst-31995	122	27	,	,	PUNCT
ajst-31995	122	28	kim	kim	PROPN
ajst-31995	122	29	,	,	PUNCT
ajst-31995	122	30	d.	d.	PROPN
ajst-31995	122	31	i.	i.	PROPN
ajst-31995	122	32	,	,	PUNCT
ajst-31995	122	33	&	&	CCONJ
ajst-31995	122	34	letaief	letaief	PROPN
ajst-31995	122	35	,	,	PUNCT
ajst-31995	122	36	k.	k.	PROPN
ajst-31995	122	37	b.	b.	PROPN
ajst-31995	122	38	(	(	PUNCT
ajst-31995	122	39	2024	2024	NUM
ajst-31995	122	40	)	)	PUNCT
ajst-31995	122	41	.	.	PUNCT
ajst-31995	123	1	when	when	SCONJ
ajst-31995	123	2	large	large	ADJ
ajst-31995	123	3	language	language	NOUN
ajst-31995	123	4	model	model	NOUN
ajst-31995	123	5	agents	agent	NOUN
ajst-31995	123	6	meet	meet	VERB
ajst-31995	123	7	6	6	NUM
ajst-31995	123	8	g	g	NOUN
ajst-31995	123	9	networks	network	NOUN
ajst-31995	123	10	:	:	PUNCT
ajst-31995	123	11	perception	perception	NOUN
ajst-31995	123	12	,	,	PUNCT
ajst-31995	123	13	grounding	grounding	NOUN
ajst-31995	123	14	,	,	PUNCT
ajst-31995	123	15	and	and	CCONJ
ajst-31995	123	16	alignment	alignment	NOUN
ajst-31995	123	17	.	.	PUNCT
ajst-31995	124	1	ieee	ieee	PROPN
ajst-31995	124	2	wireless	wireless	PROPN
ajst-31995	124	3	communications	communication	NOUN
ajst-31995	124	4	,	,	PUNCT
ajst-31995	124	5	31(6	31(6	NUM
ajst-31995	124	6	)	)	PUNCT
ajst-31995	124	7	,	,	PUNCT
ajst-31995	124	8	63	63	NUM
ajst-31995	124	9	-	-	SYM
ajst-31995	124	10	71	71	NUM
ajst-31995	124	11	.	.	PUNCT
ajst-31995	125	1	[	[	X
ajst-31995	125	2	5	5	NUM
ajst-31995	125	3	]	]	SYM
ajst-31995	125	4	long	long	ADV
ajst-31995	125	5	,	,	PUNCT
ajst-31995	125	6	s.	s.	PROPN
ajst-31995	125	7	,	,	PUNCT
ajst-31995	125	8	tang	tang	PROPN
ajst-31995	125	9	,	,	PUNCT
ajst-31995	125	10	f.	f.	PROPN
ajst-31995	125	11	,	,	PUNCT
ajst-31995	125	12	li	li	PROPN
ajst-31995	125	13	,	,	PUNCT
ajst-31995	125	14	y.	y.	PROPN
ajst-31995	125	15	,	,	PUNCT
ajst-31995	125	16	tan	tan	PROPN
ajst-31995	125	17	,	,	PUNCT
ajst-31995	125	18	t.	t.	PROPN
ajst-31995	125	19	,	,	PUNCT
ajst-31995	125	20	jin	jin	PROPN
ajst-31995	125	21	,	,	PUNCT
ajst-31995	125	22	z.	z.	PROPN
ajst-31995	125	23	,	,	PUNCT
ajst-31995	125	24	zhao	zhao	PROPN
ajst-31995	125	25	,	,	PUNCT
ajst-31995	125	26	m.	m.	NOUN
ajst-31995	125	27	,	,	PUNCT
ajst-31995	125	28	&	&	CCONJ
ajst-31995	125	29	kato	kato	PROPN
ajst-31995	125	30	,	,	PUNCT
ajst-31995	125	31	n.	n.	PROPN
ajst-31995	125	32	(	(	PUNCT
ajst-31995	125	33	2025	2025	NUM
ajst-31995	125	34	)	)	PUNCT
ajst-31995	125	35	.	.	PUNCT
ajst-31995	126	1	6	6	NUM
ajst-31995	126	2	g	g	NOUN
ajst-31995	126	3	comprehensive	comprehensive	ADJ
ajst-31995	126	4	intelligence	intelligence	NOUN
ajst-31995	126	5	:	:	PUNCT
ajst-31995	126	6	network	network	NOUN
ajst-31995	126	7	operations	operation	NOUN
ajst-31995	126	8	and	and	CCONJ
ajst-31995	126	9	optimization	optimization	NOUN
ajst-31995	126	10	based	base	VERB
ajst-31995	126	11	on	on	ADP
ajst-31995	126	12	large	large	ADJ
ajst-31995	126	13	language	language	NOUN
ajst-31995	126	14	models	model	NOUN
ajst-31995	126	15	.	.	PUNCT
ajst-31995	127	1	ieee	ieee	NOUN
ajst-31995	127	2	network	network	NOUN
ajst-31995	127	3	,	,	PUNCT
ajst-31995	127	4	192	192	NUM
ajst-31995	127	5	-	-	SYM
ajst-31995	127	6	201	201	NUM
ajst-31995	127	7	.	.	PUNCT
ajst-31995	128	1	[	[	X
ajst-31995	128	2	6	6	NUM
ajst-31995	128	3	]	]	X
ajst-31995	128	4	guo	guo	PROPN
ajst-31995	128	5	,	,	PUNCT
ajst-31995	128	6	s.	s.	PROPN
ajst-31995	128	7	,	,	PUNCT
ajst-31995	128	8	wang	wang	PROPN
ajst-31995	128	9	,	,	PUNCT
ajst-31995	128	10	y.	y.	PROPN
ajst-31995	128	11	,	,	PUNCT
ajst-31995	128	12	ye	ye	PROPN
ajst-31995	128	13	,	,	PUNCT
ajst-31995	128	14	j.	j.	PROPN
ajst-31995	128	15	,	,	PUNCT
ajst-31995	128	16	zhang	zhang	PROPN
ajst-31995	128	17	,	,	PUNCT
ajst-31995	128	18	a.	a.	PROPN
ajst-31995	128	19	,	,	PUNCT
ajst-31995	128	20	zhang	zhang	PROPN
ajst-31995	128	21	,	,	PUNCT
ajst-31995	128	22	p.	p.	PROPN
ajst-31995	128	23	,	,	PUNCT
ajst-31995	128	24	&	&	CCONJ
ajst-31995	128	25	xu	xu	PROPN
ajst-31995	128	26	,	,	PUNCT
ajst-31995	128	27	k.	k.	PROPN
ajst-31995	128	28	(	(	PUNCT
ajst-31995	128	29	2025	2025	NUM
ajst-31995	128	30	)	)	PUNCT
ajst-31995	128	31	.	.	PUNCT
ajst-31995	129	1	semantic	semantic	ADJ
ajst-31995	129	2	importance	importance	NOUN
ajst-31995	129	3	-	-	PUNCT
ajst-31995	129	4	aware	aware	ADJ
ajst-31995	129	5	communications	communication	NOUN
ajst-31995	129	6	with	with	ADP
ajst-31995	129	7	semantic	semantic	ADJ
ajst-31995	129	8	correction	correction	NOUN
ajst-31995	129	9	using	use	VERB
ajst-31995	129	10	large	large	ADJ
ajst-31995	129	11	language	language	NOUN
ajst-31995	129	12	models	model	NOUN
ajst-31995	129	13	.	.	PUNCT
ajst-31995	130	1	ieee	ieee	NOUN
ajst-31995	130	2	transactions	transaction	NOUN
ajst-31995	130	3	on	on	ADP
ajst-31995	130	4	machine	machine	NOUN
ajst-31995	130	5	learning	learning	NOUN
ajst-31995	130	6	and	and	CCONJ
ajst-31995	130	7	communications	communication	NOUN
ajst-31995	130	8	networking	networking	NOUN
ajst-31995	130	9	,	,	PUNCT
ajst-31995	130	10	3	3	NUM
ajst-31995	130	11	,	,	PUNCT
ajst-31995	130	12	232	232	NUM
ajst-31995	130	13	-	-	SYM
ajst-31995	130	14	244	244	NUM
ajst-31995	130	15	.	.	PUNCT
ajst-31995	131	1	[	[	X
ajst-31995	131	2	7	7	NUM
ajst-31995	131	3	]	]	X
ajst-31995	131	4	jiang	jiang	PROPN
ajst-31995	131	5	,	,	PUNCT
ajst-31995	131	6	s.	s.	PROPN
ajst-31995	131	7	,	,	PUNCT
ajst-31995	131	8	lin	lin	PROPN
ajst-31995	131	9	,	,	PUNCT
ajst-31995	131	10	b.	b.	PROPN
ajst-31995	131	11	,	,	PUNCT
ajst-31995	131	12	wu	wu	PROPN
ajst-31995	131	13	,	,	PUNCT
ajst-31995	131	14	y.	y.	PROPN
ajst-31995	131	15	,	,	PUNCT
ajst-31995	131	16	&	&	CCONJ
ajst-31995	131	17	gao	gao	PROPN
ajst-31995	131	18	,	,	PUNCT
ajst-31995	131	19	y.	y.	PROPN
ajst-31995	131	20	(	(	PUNCT
ajst-31995	131	21	2024	2024	NUM
ajst-31995	131	22	)	)	PUNCT
ajst-31995	131	23	.	.	PUNCT
ajst-31995	132	1	links	link	NOUN
ajst-31995	132	2	:	:	PUNCT
ajst-31995	132	3	large	large	ADJ
ajst-31995	132	4	language	language	NOUN
ajst-31995	132	5	model	model	NOUN
ajst-31995	132	6	integrated	integrate	VERB
ajst-31995	132	7	management	management	NOUN
ajst-31995	132	8	for	for	ADP
ajst-31995	132	9	6	6	NUM
ajst-31995	132	10	g	g	NOUN
ajst-31995	132	11	empowered	empower	VERB
ajst-31995	132	12	digital	digital	ADJ
ajst-31995	132	13	twin	twin	ADJ
ajst-31995	132	14	networks	network	NOUN
ajst-31995	132	15	.	.	PUNCT
ajst-31995	133	1	in	in	ADP
ajst-31995	133	2	2024	2024	NUM
ajst-31995	133	3	ieee	ieee	NOUN
ajst-31995	133	4	100th	100th	ADJ
ajst-31995	133	5	vehicular	vehicular	ADJ
ajst-31995	133	6	technology	technology	NOUN
ajst-31995	133	7	conference	conference	NOUN
ajst-31995	133	8	(	(	PUNCT
ajst-31995	133	9	vtc2024fall	vtc2024fall	PROPN
ajst-31995	133	10	)	)	PUNCT
ajst-31995	133	11	(	(	PUNCT
ajst-31995	133	12	pp	pp	ADV
ajst-31995	133	13	.	.	PUNCT
ajst-31995	134	1	1–5	1–5	NUM
ajst-31995	134	2	)	)	PUNCT
ajst-31995	134	3	.	.	PUNCT
ajst-31995	135	1	ieee	ieee	PROPN
ajst-31995	135	2	.	.	PUNCT
ajst-31995	136	1	[	[	X
ajst-31995	136	2	8	8	NUM
ajst-31995	136	3	]	]	X
ajst-31995	136	4	guo	guo	PROPN
ajst-31995	136	5	,	,	PUNCT
ajst-31995	136	6	r.	r.	PROPN
ajst-31995	136	7	,	,	PUNCT
ajst-31995	136	8	zhang	zhang	PROPN
ajst-31995	136	9	,	,	PUNCT
ajst-31995	136	10	w.	w.	PROPN
ajst-31995	136	11	,	,	PUNCT
ajst-31995	136	12	yang	yang	PROPN
ajst-31995	136	13	,	,	PUNCT
ajst-31995	136	14	d.	d.	PROPN
ajst-31995	136	15	,	,	PUNCT
ajst-31995	136	16	wang	wang	PROPN
ajst-31995	136	17	,	,	PUNCT
ajst-31995	136	18	h.	h.	PROPN
ajst-31995	136	19	,	,	PUNCT
ajst-31995	136	20	&	&	CCONJ
ajst-31995	136	21	zhang	zhang	PROPN
ajst-31995	136	22	,	,	PUNCT
ajst-31995	136	23	h.	h.	PROPN
ajst-31995	136	24	(	(	PUNCT
ajst-31995	136	25	2025	2025	NUM
ajst-31995	136	26	)	)	PUNCT
ajst-31995	136	27	.	.	PUNCT
ajst-31995	137	1	6	6	NUM
ajst-31995	137	2	g	g	NOUN
ajst-31995	137	3	enabled	enable	VERB
ajst-31995	137	4	generative	generative	ADJ
ajst-31995	137	5	ai	ai	PROPN
ajst-31995	137	6	services	service	NOUN
ajst-31995	137	7	for	for	ADP
ajst-31995	137	8	secure	secure	ADJ
ajst-31995	137	9	high	high	ADJ
ajst-31995	137	10	-	-	PUNCT
ajst-31995	137	11	speed	speed	NOUN
ajst-31995	137	12	railway	railway	NOUN
ajst-31995	137	13	networks	network	NOUN
ajst-31995	137	14	.	.	PUNCT
ajst-31995	138	1	ieee	ieee	NOUN
ajst-31995	138	2	network	network	NOUN
ajst-31995	138	3	.	.	PUNCT
ajst-31995	139	1	[	[	X
ajst-31995	139	2	9	9	NUM
ajst-31995	139	3	]	]	SYM
ajst-31995	139	4	zhang	zhang	PROPN
ajst-31995	139	5	,	,	PUNCT
ajst-31995	139	6	w.	w.	PROPN
ajst-31995	139	7	,	,	PUNCT
ajst-31995	139	8	ren	ren	PROPN
ajst-31995	139	9	,	,	PUNCT
ajst-31995	139	10	j.	j.	PROPN
ajst-31995	139	11	,	,	PUNCT
ajst-31995	139	12	zheng	zheng	PROPN
ajst-31995	139	13	,	,	PUNCT
ajst-31995	139	14	t.	t.	PROPN
ajst-31995	139	15	,	,	PUNCT
ajst-31995	139	16	guo	guo	PROPN
ajst-31995	139	17	,	,	PUNCT
ajst-31995	139	18	r.	r.	PROPN
ajst-31995	139	19	,	,	PUNCT
ajst-31995	139	20	zhang	zhang	PROPN
ajst-31995	139	21	,	,	PUNCT
ajst-31995	139	22	h.	h.	PROPN
ajst-31995	139	23	,	,	PUNCT
ajst-31995	139	24	mao	mao	PROPN
ajst-31995	139	25	,	,	PUNCT
ajst-31995	139	26	s.	s.	PROPN
ajst-31995	139	27	,	,	PUNCT
ajst-31995	139	28	&	&	CCONJ
ajst-31995	139	29	zhang	zhang	PROPN
ajst-31995	139	30	,	,	PUNCT
ajst-31995	139	31	h.	h.	PROPN
ajst-31995	139	32	(	(	PUNCT
ajst-31995	139	33	2025	2025	NUM
ajst-31995	139	34	)	)	PUNCT
ajst-31995	139	35	.	.	PUNCT
ajst-31995	140	1	gennet	gennet	NOUN
ajst-31995	140	2	:	:	PUNCT
ajst-31995	140	3	computingefficient	computingefficient	ADJ
ajst-31995	140	4	generative	generative	NOUN
ajst-31995	140	5	ai	ai	VERB
ajst-31995	140	6	for	for	ADP
ajst-31995	140	7	deterministic	deterministic	ADJ
ajst-31995	140	8	transmission	transmission	NOUN
ajst-31995	140	9	scheduling	scheduling	NOUN
ajst-31995	140	10	in	in	ADP
ajst-31995	140	11	6	6	NUM
ajst-31995	140	12	g	g	NOUN
ajst-31995	140	13	networks	network	NOUN
ajst-31995	140	14	.	.	PUNCT
ajst-31995	141	1	ieee	ieee	NOUN
ajst-31995	141	2	communications	communications	PROPN
ajst-31995	141	3	magazine	magazine	NOUN
ajst-31995	141	4	,	,	PUNCT
ajst-31995	141	5	63(8	63(8	NUM
ajst-31995	141	6	)	)	PUNCT
ajst-31995	141	7	,	,	PUNCT
ajst-31995	141	8	50–55	50–55	NUM
ajst-31995	141	9	.	.	PUNCT
ajst-31995	142	1	[	[	X
ajst-31995	142	2	10	10	NUM
ajst-31995	142	3	]	]	X
ajst-31995	142	4	huang	huang	PROPN
ajst-31995	142	5	,	,	PUNCT
ajst-31995	142	6	x.	x.	PROPN
ajst-31995	142	7	,	,	PUNCT
ajst-31995	142	8	xue	xue	PROPN
ajst-31995	142	9	,	,	PUNCT
ajst-31995	142	10	k.	k.	PROPN
ajst-31995	142	11	,	,	PUNCT
ajst-31995	142	12	chen	chen	PROPN
ajst-31995	142	13	,	,	PUNCT
ajst-31995	142	14	l.	l.	PROPN
ajst-31995	142	15	,	,	PUNCT
ajst-31995	142	16	han	han	PROPN
ajst-31995	142	17	,	,	PUNCT
ajst-31995	142	18	j.	j.	PROPN
ajst-31995	142	19	,	,	PUNCT
ajst-31995	142	20	li	li	PROPN
ajst-31995	142	21	,	,	PUNCT
ajst-31995	142	22	j.	j.	PROPN
ajst-31995	142	23	,	,	PUNCT
ajst-31995	142	24	&	&	CCONJ
ajst-31995	142	25	wei	wei	PROPN
ajst-31995	142	26	,	,	PUNCT
ajst-31995	142	27	d.	d.	PROPN
ajst-31995	142	28	s.	s.	PROPN
ajst-31995	142	29	l.	l.	PROPN
ajst-31995	142	30	(	(	PUNCT
ajst-31995	142	31	2025	2025	NUM
ajst-31995	142	32	)	)	PUNCT
ajst-31995	142	33	.	.	PUNCT
ajst-31995	143	1	forensix	forensix	NOUN
ajst-31995	143	2	:	:	PUNCT
ajst-31995	143	3	automated	automate	VERB
ajst-31995	143	4	network	network	NOUN
ajst-31995	143	5	forensics	forensic	NOUN
ajst-31995	143	6	and	and	CCONJ
ajst-31995	143	7	diagnostics	diagnostic	NOUN
ajst-31995	143	8	for	for	ADP
ajst-31995	143	9	beyond-5	beyond-5	NOUN
ajst-31995	143	10	g	g	NOUN
ajst-31995	143	11	and	and	CCONJ
ajst-31995	143	12	6	6	NUM
ajst-31995	143	13	g	g	NOUN
ajst-31995	143	14	networks	network	NOUN
ajst-31995	143	15	using	use	VERB
ajst-31995	143	16	large	large	ADJ
ajst-31995	143	17	language	language	NOUN
ajst-31995	143	18	models	model	NOUN
ajst-31995	143	19	.	.	PUNCT
ajst-31995	144	1	ieee	ieee	NOUN
ajst-31995	144	2	network	network	NOUN
ajst-31995	144	3	.	.	PUNCT
ajst-31995	145	1	[	[	X
ajst-31995	145	2	11	11	NUM
ajst-31995	145	3	]	]	SYM
ajst-31995	145	4	du	du	X
ajst-31995	145	5	,	,	PUNCT
ajst-31995	145	6	j.	j.	PROPN
ajst-31995	145	7	,	,	PUNCT
ajst-31995	145	8	lin	lin	PROPN
ajst-31995	145	9	,	,	PUNCT
ajst-31995	145	10	t.	t.	PROPN
ajst-31995	145	11	,	,	PUNCT
ajst-31995	145	12	jiang	jiang	PROPN
ajst-31995	145	13	,	,	PUNCT
ajst-31995	145	14	c.	c.	PROPN
ajst-31995	145	15	,	,	PUNCT
ajst-31995	145	16	yang	yang	PROPN
ajst-31995	145	17	,	,	PUNCT
ajst-31995	145	18	q.	q.	PROPN
ajst-31995	145	19	,	,	PUNCT
ajst-31995	145	20	bader	bader	PROPN
ajst-31995	145	21	,	,	PUNCT
ajst-31995	145	22	c.	c.	PROPN
ajst-31995	145	23	f.	f.	PROPN
ajst-31995	145	24	,	,	PUNCT
ajst-31995	145	25	&	&	CCONJ
ajst-31995	145	26	han	han	PROPN
ajst-31995	145	27	,	,	PUNCT
ajst-31995	145	28	z.	z.	PROPN
ajst-31995	145	29	(	(	PUNCT
ajst-31995	145	30	2024	2024	NUM
ajst-31995	145	31	)	)	PUNCT
ajst-31995	145	32	.	.	PUNCT
ajst-31995	146	1	distributed	distribute	VERB
ajst-31995	146	2	foundation	foundation	NOUN
ajst-31995	146	3	models	model	NOUN
ajst-31995	146	4	for	for	ADP
ajst-31995	146	5	multi	multi	ADJ
ajst-31995	146	6	-	-	ADJ
ajst-31995	146	7	modal	modal	ADJ
ajst-31995	146	8	learning	learning	NOUN
ajst-31995	146	9	in	in	ADP
ajst-31995	146	10	6	6	NUM
ajst-31995	146	11	g	g	NOUN
ajst-31995	146	12	wireless	wireless	ADJ
ajst-31995	146	13	networks	network	NOUN
ajst-31995	146	14	.	.	PUNCT
ajst-31995	147	1	ieee	ieee	PROPN
ajst-31995	147	2	wireless	wireless	PROPN
ajst-31995	147	3	communications	communication	NOUN
ajst-31995	147	4	,	,	PUNCT
ajst-31995	147	5	31(3	31(3	NUM
ajst-31995	147	6	)	)	PUNCT
ajst-31995	147	7	,	,	PUNCT
ajst-31995	147	8	20–30	20–30	NUM
ajst-31995	147	9	.	.	PUNCT
ajst-31995	148	1	[	[	X
ajst-31995	148	2	12	12	NUM
ajst-31995	148	3	]	]	X
ajst-31995	148	4	tao	tao	PROPN
ajst-31995	148	5	,	,	PUNCT
ajst-31995	148	6	z.	z.	PROPN
ajst-31995	148	7	,	,	PUNCT
ajst-31995	148	8	xu	xu	PROPN
ajst-31995	148	9	,	,	PUNCT
ajst-31995	148	10	w.	w.	PROPN
ajst-31995	148	11	,	,	PUNCT
ajst-31995	148	12	huang	huang	PROPN
ajst-31995	148	13	,	,	PUNCT
ajst-31995	148	14	y.	y.	PROPN
ajst-31995	148	15	,	,	PUNCT
ajst-31995	148	16	wang	wang	PROPN
ajst-31995	148	17	,	,	PUNCT
ajst-31995	148	18	x.	x.	PROPN
ajst-31995	148	19	,	,	PUNCT
ajst-31995	148	20	&	&	CCONJ
ajst-31995	148	21	you	you	PRON
ajst-31995	148	22	,	,	PUNCT
ajst-31995	148	23	x.	x.	NOUN
ajst-31995	148	24	(	(	PUNCT
ajst-31995	148	25	2024	2024	NUM
ajst-31995	148	26	)	)	PUNCT
ajst-31995	148	27	.	.	PUNCT
ajst-31995	149	1	wireless	wireless	ADJ
ajst-31995	149	2	network	network	NOUN
ajst-31995	149	3	digital	digital	ADJ
ajst-31995	149	4	twin	twin	NOUN
ajst-31995	149	5	for	for	ADP
ajst-31995	149	6	6	6	NUM
ajst-31995	149	7	g	g	NOUN
ajst-31995	149	8	:	:	PUNCT
ajst-31995	149	9	generative	generative	NOUN
ajst-31995	149	10	ai	ai	VERB
ajst-31995	149	11	as	as	ADP
ajst-31995	149	12	a	a	DET
ajst-31995	149	13	key	key	ADJ
ajst-31995	149	14	enabler	enabler	NOUN
ajst-31995	149	15	.	.	PUNCT
ajst-31995	150	1	ieee	ieee	PROPN
ajst-31995	150	2	wireless	wireless	PROPN
ajst-31995	150	3	communications	communication	NOUN
ajst-31995	150	4	,	,	PUNCT
ajst-31995	150	5	31(4	31(4	NUM
ajst-31995	150	6	)	)	PUNCT
ajst-31995	150	7	,	,	PUNCT
ajst-31995	150	8	24	24	NUM
ajst-31995	150	9	-	-	SYM
ajst-31995	150	10	31	31	NUM
ajst-31995	150	11	.	.	PUNCT
ajst-31995	151	1	54	54	NUM
ajst-31995	152	1	[	[	SYM
ajst-31995	152	2	13	13	NUM
ajst-31995	152	3	]	]	X
ajst-31995	152	4	ferrag	ferrag	NOUN
ajst-31995	152	5	,	,	PUNCT
ajst-31995	152	6	m.	m.	NOUN
ajst-31995	152	7	a.	a.	PROPN
ajst-31995	152	8	,	,	PUNCT
ajst-31995	152	9	debbah	debbah	PROPN
ajst-31995	152	10	,	,	PUNCT
ajst-31995	152	11	m.	m.	NOUN
ajst-31995	152	12	,	,	PUNCT
ajst-31995	152	13	&	&	CCONJ
ajst-31995	152	14	al	al	PROPN
ajst-31995	152	15	-	-	PUNCT
ajst-31995	152	16	hawawreh	hawawreh	PROPN
ajst-31995	152	17	,	,	PUNCT
ajst-31995	152	18	m.	m.	NOUN
ajst-31995	152	19	(	(	PUNCT
ajst-31995	152	20	2023	2023	NUM
ajst-31995	152	21	)	)	PUNCT
ajst-31995	152	22	.	.	PUNCT
ajst-31995	153	1	generative	generative	PROPN
ajst-31995	153	2	ai	ai	VERB
ajst-31995	153	3	for	for	ADP
ajst-31995	153	4	cyber	cyber	ADJ
ajst-31995	153	5	threat	threat	NOUN
ajst-31995	153	6	-	-	PUNCT
ajst-31995	153	7	hunting	hunting	NOUN
ajst-31995	153	8	in	in	ADP
ajst-31995	153	9	6genabled	6genabled	NUM
ajst-31995	153	10	iot	iot	ADJ
ajst-31995	153	11	networks	network	NOUN
ajst-31995	153	12	.	.	PUNCT
ajst-31995	154	1	in	in	ADP
ajst-31995	154	2	2023	2023	NUM
ajst-31995	154	3	ieee	ieee	NOUN
ajst-31995	154	4	/	/	SYM
ajst-31995	154	5	acm	acm	PROPN
ajst-31995	154	6	23rd	23rd	NOUN
ajst-31995	154	7	international	international	ADJ
ajst-31995	154	8	symposium	symposium	NOUN
ajst-31995	154	9	on	on	ADP
ajst-31995	154	10	cluster	cluster	NOUN
ajst-31995	154	11	,	,	PUNCT
ajst-31995	154	12	cloud	cloud	NOUN
ajst-31995	154	13	and	and	CCONJ
ajst-31995	154	14	internet	internet	NOUN
ajst-31995	154	15	computing	computing	NOUN
ajst-31995	154	16	workshops	workshop	NOUN
ajst-31995	154	17	(	(	PUNCT
ajst-31995	154	18	ccgridw	ccgridw	PROPN
ajst-31995	154	19	)	)	PUNCT
ajst-31995	154	20	(	(	PUNCT
ajst-31995	154	21	pp	pp	ADP
ajst-31995	154	22	.	.	PUNCT
ajst-31995	155	1	16–25	16–25	NUM
ajst-31995	155	2	)	)	PUNCT
ajst-31995	155	3	.	.	PUNCT
ajst-31995	156	1	ieee	ieee	NOUN
ajst-31995	156	2	.	.	PUNCT
ajst-31995	157	1	[	[	X
ajst-31995	157	2	14	14	NUM
ajst-31995	157	3	]	]	X
ajst-31995	157	4	liu	liu	PROPN
ajst-31995	157	5	,	,	PUNCT
ajst-31995	157	6	c.	c.	PROPN
ajst-31995	157	7	,	,	PUNCT
ajst-31995	157	8	&	&	CCONJ
ajst-31995	157	9	zhao	zhao	PROPN
ajst-31995	157	10	,	,	PUNCT
ajst-31995	157	11	j.	j.	PROPN
ajst-31995	157	12	(	(	PUNCT
ajst-31995	157	13	2024	2024	NUM
ajst-31995	157	14	)	)	PUNCT
ajst-31995	157	15	.	.	PUNCT
ajst-31995	158	1	resource	resource	NOUN
ajst-31995	158	2	allocation	allocation	NOUN
ajst-31995	158	3	in	in	ADP
ajst-31995	158	4	large	large	ADJ
ajst-31995	158	5	language	language	NOUN
ajst-31995	158	6	model	model	NOUN
ajst-31995	158	7	integrated	integrate	VERB
ajst-31995	158	8	6	6	NUM
ajst-31995	158	9	g	g	NOUN
ajst-31995	158	10	vehicular	vehicular	ADJ
ajst-31995	158	11	networks	network	NOUN
ajst-31995	158	12	.	.	PUNCT
ajst-31995	159	1	in	in	ADP
ajst-31995	159	2	2024	2024	NUM
ajst-31995	159	3	ieee	ieee	NOUN
ajst-31995	159	4	99th	99th	ADJ
ajst-31995	159	5	vehicular	vehicular	ADJ
ajst-31995	159	6	technology	technology	NOUN
ajst-31995	159	7	conference	conference	NOUN
ajst-31995	159	8	(	(	PUNCT
ajst-31995	159	9	vtc2024	vtc2024	NOUN
ajst-31995	159	10	-	-	PUNCT
ajst-31995	159	11	spring	spring	NOUN
ajst-31995	159	12	)	)	PUNCT
ajst-31995	159	13	(	(	PUNCT
ajst-31995	159	14	pp	pp	X
ajst-31995	159	15	.	.	PUNCT
ajst-31995	160	1	1	1	NUM
ajst-31995	160	2	-	-	SYM
ajst-31995	160	3	10	10	NUM
ajst-31995	160	4	)	)	PUNCT
ajst-31995	160	5	.	.	PUNCT
ajst-31995	161	1	ieee	ieee	NOUN
ajst-31995	161	2	.	.	PUNCT
ajst-31995	162	1	[	[	X
ajst-31995	162	2	15	15	NUM
ajst-31995	162	3	]	]	X
ajst-31995	162	4	li	li	PROPN
ajst-31995	162	5	,	,	PUNCT
ajst-31995	162	6	z.	z.	PROPN
ajst-31995	162	7	,	,	PUNCT
ajst-31995	162	8	chen	chen	PROPN
ajst-31995	162	9	,	,	PUNCT
ajst-31995	162	10	z.	z.	PROPN
ajst-31995	162	11	,	,	PUNCT
ajst-31995	162	12	hu	hu	PROPN
ajst-31995	162	13	,	,	PUNCT
ajst-31995	162	14	x.	x.	PROPN
ajst-31995	162	15	,	,	PUNCT
ajst-31995	162	16	&	&	CCONJ
ajst-31995	162	17	yang	yang	PROPN
ajst-31995	162	18	,	,	PUNCT
ajst-31995	162	19	h.	h.	PROPN
ajst-31995	162	20	h.	h.	PROPN
ajst-31995	162	21	(	(	PUNCT
ajst-31995	162	22	2025	2025	NUM
ajst-31995	162	23	)	)	PUNCT
ajst-31995	162	24	.	.	PUNCT
ajst-31995	163	1	personalized	personalize	VERB
ajst-31995	163	2	generative	generative	ADJ
ajst-31995	163	3	ai	ai	VERB
ajst-31995	163	4	services	service	NOUN
ajst-31995	163	5	through	through	ADP
ajst-31995	163	6	federated	federated	ADJ
ajst-31995	163	7	learning	learning	NOUN
ajst-31995	163	8	in	in	ADP
ajst-31995	163	9	6	6	NUM
ajst-31995	163	10	g	g	NOUN
ajst-31995	163	11	edge	edge	NOUN
ajst-31995	163	12	networks	network	NOUN
ajst-31995	163	13	.	.	PUNCT
ajst-31995	164	1	china	china	PROPN
ajst-31995	164	2	communications	communications	PROPN
ajst-31995	164	3	,	,	PUNCT
ajst-31995	164	4	22(7	22(7	NUM
ajst-31995	164	5	)	)	PUNCT
ajst-31995	164	6	,	,	PUNCT
ajst-31995	164	7	1–13	1–13	NOUN
ajst-31995	164	8	.	.	PUNCT
ajst-31995	165	1	[	[	X
ajst-31995	165	2	16	16	NUM
ajst-31995	165	3	]	]	SYM
ajst-31995	165	4	betalo	betalo	NOUN
ajst-31995	165	5	,	,	PUNCT
ajst-31995	165	6	m.	m.	NOUN
ajst-31995	165	7	l.	l.	PROPN
ajst-31995	165	8	,	,	PUNCT
ajst-31995	165	9	ullah	ullah	PROPN
ajst-31995	165	10	,	,	PUNCT
ajst-31995	165	11	i.	i.	PROPN
ajst-31995	165	12	,	,	PUNCT
ajst-31995	165	13	tesema	tesema	PROPN
ajst-31995	165	14	,	,	PUNCT
ajst-31995	165	15	f.	f.	PROPN
ajst-31995	165	16	b.	b.	PROPN
ajst-31995	165	17	,	,	PUNCT
ajst-31995	165	18	wu	wu	PROPN
ajst-31995	165	19	,	,	PUNCT
ajst-31995	165	20	z.	z.	PROPN
ajst-31995	165	21	,	,	PUNCT
ajst-31995	165	22	li	li	PROPN
ajst-31995	165	23	,	,	PUNCT
ajst-31995	165	24	j.	j.	PROPN
ajst-31995	165	25	,	,	PUNCT
ajst-31995	165	26	&	&	CCONJ
ajst-31995	165	27	bai	bai	PROPN
ajst-31995	165	28	,	,	PUNCT
ajst-31995	165	29	x.	x.	NOUN
ajst-31995	165	30	(	(	PUNCT
ajst-31995	165	31	2025	2025	NUM
ajst-31995	165	32	)	)	PUNCT
ajst-31995	165	33	.	.	PUNCT
ajst-31995	166	1	generative	generative	ADJ
ajst-31995	166	2	ai	ai	PROPN
ajst-31995	166	3	-	-	PUNCT
ajst-31995	166	4	driven	drive	VERB
ajst-31995	166	5	multi	multi	ADJ
ajst-31995	166	6	-	-	ADJ
ajst-31995	166	7	agent	agent	ADJ
ajst-31995	166	8	drl	drl	PROPN
ajst-31995	166	9	for	for	ADP
ajst-31995	166	10	task	task	NOUN
ajst-31995	166	11	allocation	allocation	NOUN
ajst-31995	166	12	in	in	ADP
ajst-31995	166	13	uav	uav	PROPN
ajst-31995	166	14	-	-	PUNCT
ajst-31995	166	15	assisted	assist	VERB
ajst-31995	166	16	empd	empd	NOUN
ajst-31995	166	17	within	within	ADP
ajst-31995	166	18	6g	6g	NOUN
ajst-31995	166	19	-	-	PUNCT
ajst-31995	166	20	enabled	enable	VERB
ajst-31995	166	21	sagin	sagin	NOUN
ajst-31995	166	22	networks	network	NOUN
ajst-31995	166	23	.	.	PUNCT
ajst-31995	167	1	ieee	ieee	PROPN
ajst-31995	167	2	internet	internet	NOUN
ajst-31995	167	3	of	of	ADP
ajst-31995	167	4	things	thing	NOUN
ajst-31995	167	5	journal	journal	NOUN
ajst-31995	167	6	.	.	PUNCT
ajst-31995	168	1	[	[	X
ajst-31995	168	2	17	17	NUM
ajst-31995	168	3	]	]	X
ajst-31995	168	4	cen	cen	PROPN
ajst-31995	168	5	,	,	PUNCT
ajst-31995	168	6	s.	s.	PROPN
ajst-31995	168	7	,	,	PUNCT
ajst-31995	168	8	&	&	CCONJ
ajst-31995	168	9	zhu	zhu	PROPN
ajst-31995	168	10	,	,	PUNCT
ajst-31995	168	11	y.	y.	PROPN
ajst-31995	168	12	(	(	PUNCT
ajst-31995	168	13	2025	2025	NUM
ajst-31995	168	14	)	)	PUNCT
ajst-31995	168	15	.	.	PUNCT
ajst-31995	169	1	np	np	PROPN
ajst-31995	169	2	-	-	PUNCT
ajst-31995	169	3	llm	llm	NOUN
ajst-31995	169	4	:	:	PUNCT
ajst-31995	169	5	a	a	DET
ajst-31995	169	6	unified	unified	ADJ
ajst-31995	169	7	large	large	ADJ
ajst-31995	169	8	-	-	PUNCT
ajst-31995	169	9	language	language	NOUN
ajst-31995	169	10	-	-	PUNCT
ajst-31995	169	11	model	model	NOUN
ajst-31995	169	12	-	-	PUNCT
ajst-31995	169	13	assisted	assist	VERB
ajst-31995	169	14	framework	framework	NOUN
ajst-31995	169	15	of	of	ADP
ajst-31995	169	16	6	6	NUM
ajst-31995	169	17	g	g	NOUN
ajst-31995	169	18	networklayer	networklayer	NOUN
ajst-31995	169	19	planning	planning	NOUN
ajst-31995	169	20	.	.	PUNCT
ajst-31995	170	1	ieee	ieee	NOUN
ajst-31995	170	2	communications	communications	PROPN
ajst-31995	170	3	magazine	magazine	NOUN
ajst-31995	170	4	,	,	PUNCT
ajst-31995	170	5	63(8	63(8	NUM
ajst-31995	170	6	)	)	PUNCT
ajst-31995	170	7	,	,	PUNCT
ajst-31995	170	8	92–98	92–98	NUM
ajst-31995	170	9	.	.	PUNCT
ajst-31995	171	1	[	[	X
ajst-31995	171	2	18	18	NUM
ajst-31995	171	3	]	]	PUNCT
ajst-31995	171	4	brodimas	brodimas	PROPN
ajst-31995	171	5	,	,	PUNCT
ajst-31995	171	6	d.	d.	PROPN
ajst-31995	171	7	,	,	PUNCT
ajst-31995	171	8	trantzas	trantzas	PROPN
ajst-31995	171	9	,	,	PUNCT
ajst-31995	171	10	k.	k.	PROPN
ajst-31995	171	11	,	,	PUNCT
ajst-31995	171	12	agko	agko	PROPN
ajst-31995	171	13	,	,	PUNCT
ajst-31995	171	14	b.	b.	PROPN
ajst-31995	171	15	,	,	PUNCT
ajst-31995	171	16	tziavas	tziavas	PROPN
ajst-31995	171	17	,	,	PUNCT
ajst-31995	171	18	g.	g.	PROPN
ajst-31995	171	19	c.	c.	PROPN
ajst-31995	171	20	,	,	PUNCT
ajst-31995	171	21	tranoris	tranoris	PROPN
ajst-31995	171	22	,	,	PUNCT
ajst-31995	171	23	c.	c.	PROPN
ajst-31995	171	24	,	,	PUNCT
ajst-31995	171	25	denazis	denazi	NOUN
ajst-31995	171	26	,	,	PUNCT
ajst-31995	171	27	s.	s.	PROPN
ajst-31995	171	28	,	,	PUNCT
ajst-31995	171	29	&	&	CCONJ
ajst-31995	171	30	birbas	birbas	PROPN
ajst-31995	171	31	,	,	PUNCT
ajst-31995	171	32	a.	a.	NOUN
ajst-31995	171	33	(	(	PUNCT
ajst-31995	171	34	2024	2024	NUM
ajst-31995	171	35	)	)	PUNCT
ajst-31995	171	36	.	.	PUNCT
ajst-31995	172	1	towards	towards	ADP
ajst-31995	172	2	intent	intent	NOUN
ajst-31995	172	3	-	-	PUNCT
ajst-31995	172	4	based	base	VERB
ajst-31995	172	5	network	network	NOUN
ajst-31995	172	6	management	management	NOUN
ajst-31995	172	7	for	for	ADP
ajst-31995	172	8	the	the	DET
ajst-31995	172	9	6	6	NUM
ajst-31995	172	10	g	g	NOUN
ajst-31995	172	11	system	system	NOUN
ajst-31995	172	12	adopting	adopt	VERB
ajst-31995	172	13	multimodal	multimodal	NOUN
ajst-31995	172	14	generative	generative	NOUN
ajst-31995	172	15	ai	ai	NOUN
ajst-31995	172	16	.	.	PUNCT
ajst-31995	173	1	in	in	ADP
ajst-31995	173	2	2024	2024	NUM
ajst-31995	173	3	european	european	ADJ
ajst-31995	173	4	conference	conference	NOUN
ajst-31995	173	5	on	on	ADP
ajst-31995	173	6	networks	network	NOUN
ajst-31995	173	7	and	and	CCONJ
ajst-31995	173	8	communications	communication	NOUN
ajst-31995	173	9	&	&	CCONJ
ajst-31995	173	10	6	6	NUM
ajst-31995	173	11	g	g	NOUN
ajst-31995	173	12	summit	summit	NOUN
ajst-31995	173	13	(	(	PUNCT
ajst-31995	173	14	eucnc/6	eucnc/6	NOUN
ajst-31995	173	15	g	g	NOUN
ajst-31995	173	16	summit	summit	NOUN
ajst-31995	173	17	):	):	PUNCT
ajst-31995	173	18	network	network	NOUN
ajst-31995	173	19	softwarisation	softwarisation	NOUN
ajst-31995	173	20	(	(	PUNCT
ajst-31995	173	21	net	net	NOUN
ajst-31995	173	22	)	)	PUNCT
ajst-31995	173	23	(	(	PUNCT
ajst-31995	173	24	pp	pp	X
ajst-31995	173	25	.	.	PUNCT
ajst-31995	173	26	1	1	NUM
ajst-31995	173	27	-	-	SYM
ajst-31995	173	28	8)	8)	NUM
ajst-31995	173	29	.	.	PUNCT
ajst-31995	173	30	ieee	ieee	NOUN
ajst-31995	173	31	.	.	PUNCT
ajst-31995	174	1	[	[	X
ajst-31995	174	2	19	19	NUM
ajst-31995	174	3	]	]	X
ajst-31995	174	4	huang	huang	PROPN
ajst-31995	174	5	,	,	PUNCT
ajst-31995	174	6	l.	l.	PROPN
ajst-31995	174	7	,	,	PUNCT
ajst-31995	174	8	wu	wu	PROPN
ajst-31995	174	9	,	,	PUNCT
ajst-31995	174	10	y.	y.	PROPN
ajst-31995	174	11	,	,	PUNCT
ajst-31995	174	12	&	&	CCONJ
ajst-31995	174	13	simeonidou	simeonidou	PROPN
ajst-31995	174	14	,	,	PUNCT
ajst-31995	174	15	d.	d.	PROPN
ajst-31995	174	16	(	(	PUNCT
ajst-31995	174	17	2025	2025	NUM
ajst-31995	174	18	)	)	PUNCT
ajst-31995	174	19	.	.	PUNCT
ajst-31995	175	1	reasoning	reasoning	NOUN
ajst-31995	175	2	ai	ai	VERB
ajst-31995	175	3	performance	performance	NOUN
ajst-31995	175	4	degradation	degradation	NOUN
ajst-31995	175	5	in	in	ADP
ajst-31995	175	6	6	6	NUM
ajst-31995	175	7	g	g	NOUN
ajst-31995	175	8	networks	network	NOUN
ajst-31995	175	9	with	with	ADP
ajst-31995	175	10	large	large	ADJ
ajst-31995	175	11	language	language	NOUN
ajst-31995	175	12	models	model	NOUN
ajst-31995	175	13	.	.	PUNCT
ajst-31995	176	1	in	in	ADP
ajst-31995	176	2	2025	2025	NUM
ajst-31995	176	3	ieee	ieee	NOUN
ajst-31995	176	4	wireless	wireless	NOUN
ajst-31995	176	5	communications	communication	NOUN
ajst-31995	176	6	and	and	CCONJ
ajst-31995	176	7	networking	network	VERB
ajst-31995	176	8	conference	conference	NOUN
ajst-31995	176	9	(	(	PUNCT
ajst-31995	176	10	wcnc	wcnc	ADJ
ajst-31995	176	11	)	)	PUNCT
ajst-31995	176	12	(	(	PUNCT
ajst-31995	176	13	pp	pp	ADV
ajst-31995	176	14	.	.	PUNCT
ajst-31995	177	1	1–6	1–6	NUM
ajst-31995	177	2	)	)	PUNCT
ajst-31995	177	3	.	.	PUNCT
ajst-31995	178	1	ieee	ieee	NOUN
ajst-31995	178	2	.	.	PUNCT
ajst-31995	179	1	[	[	X
ajst-31995	179	2	20	20	NUM
ajst-31995	179	3	]	]	X
ajst-31995	179	4	munir	munir	PROPN
ajst-31995	179	5	,	,	PUNCT
ajst-31995	179	6	m.	m.	NOUN
ajst-31995	179	7	s.	s.	PROPN
ajst-31995	179	8	,	,	PUNCT
ajst-31995	179	9	proddatoori	proddatoori	ADV
ajst-31995	179	10	,	,	PUNCT
ajst-31995	179	11	s.	s.	PROPN
ajst-31995	179	12	,	,	PUNCT
ajst-31995	179	13	muralidhara	muralidhara	PROPN
ajst-31995	179	14	,	,	PUNCT
ajst-31995	179	15	m.	m.	NOUN
ajst-31995	179	16	,	,	PUNCT
ajst-31995	179	17	dena	dena	PROPN
ajst-31995	179	18	,	,	PUNCT
ajst-31995	179	19	t.	t.	PROPN
ajst-31995	179	20	m.	m.	NOUN
ajst-31995	179	21	,	,	PUNCT
ajst-31995	179	22	saad	saad	PROPN
ajst-31995	179	23	,	,	PUNCT
ajst-31995	179	24	w.	w.	PROPN
ajst-31995	179	25	,	,	PUNCT
ajst-31995	179	26	han	han	PROPN
ajst-31995	179	27	,	,	PUNCT
ajst-31995	179	28	z.	z.	PROPN
ajst-31995	179	29	,	,	PUNCT
ajst-31995	179	30	&	&	CCONJ
ajst-31995	179	31	shetty	shetty	PROPN
ajst-31995	179	32	,	,	PUNCT
ajst-31995	179	33	s.	s.	PROPN
ajst-31995	179	34	(	(	PUNCT
ajst-31995	179	35	2025	2025	NUM
ajst-31995	179	36	)	)	PUNCT
ajst-31995	179	37	.	.	PUNCT
ajst-31995	180	1	a	a	DET
ajst-31995	180	2	trust	trust	NOUN
ajst-31995	180	3	-	-	PUNCT
ajst-31995	180	4	by	by	ADP
ajst-31995	180	5	-	-	PUNCT
ajst-31995	180	6	learning	learn	VERB
ajst-31995	180	7	framework	framework	NOUN
ajst-31995	180	8	for	for	ADP
ajst-31995	180	9	secure	secure	ADJ
ajst-31995	180	10	6	6	NUM
ajst-31995	180	11	g	g	NOUN
ajst-31995	180	12	wireless	wireless	ADJ
ajst-31995	180	13	networks	network	NOUN
ajst-31995	180	14	under	under	ADP
ajst-31995	180	15	native	native	ADJ
ajst-31995	180	16	generative	generative	NOUN
ajst-31995	180	17	ai	ai	PROPN
ajst-31995	180	18	attacks	attack	NOUN
ajst-31995	180	19	.	.	PUNCT
ajst-31995	181	1	iece	iece	NOUN
ajst-31995	181	2	open	open	ADJ
ajst-31995	181	3	journal	journal	NOUN
ajst-31995	181	4	of	of	ADP
ajst-31995	181	5	the	the	DET
ajst-31995	181	6	communications	communication	NOUN
ajst-31995	181	7	society	society	NOUN
ajst-31995	181	8	.	.	PUNCT
ajst-31995	182	1	[	[	X
ajst-31995	182	2	21	21	NUM
ajst-31995	182	3	]	]	X
ajst-31995	182	4	tao	tao	PROPN
ajst-31995	182	5	,	,	PUNCT
ajst-31995	182	6	z.	z.	PROPN
ajst-31995	182	7	,	,	PUNCT
ajst-31995	182	8	xu	xu	PROPN
ajst-31995	182	9	,	,	PUNCT
ajst-31995	182	10	w.	w.	PROPN
ajst-31995	182	11	,	,	PUNCT
ajst-31995	182	12	huang	huang	PROPN
ajst-31995	182	13	,	,	PUNCT
ajst-31995	182	14	y.	y.	PROPN
ajst-31995	182	15	,	,	PUNCT
ajst-31995	182	16	wang	wang	PROPN
ajst-31995	182	17	,	,	PUNCT
ajst-31995	182	18	x.	x.	PROPN
ajst-31995	182	19	,	,	PUNCT
ajst-31995	182	20	&	&	CCONJ
ajst-31995	182	21	you	you	PRON
ajst-31995	182	22	,	,	PUNCT
ajst-31995	182	23	x.	x.	NOUN
ajst-31995	182	24	(	(	PUNCT
ajst-31995	182	25	2024	2024	NUM
ajst-31995	182	26	)	)	PUNCT
ajst-31995	182	27	.	.	PUNCT
ajst-31995	183	1	wireless	wireless	ADJ
ajst-31995	183	2	network	network	NOUN
ajst-31995	183	3	digital	digital	ADJ
ajst-31995	183	4	twin	twin	NOUN
ajst-31995	183	5	for	for	ADP
ajst-31995	183	6	6	6	NUM
ajst-31995	183	7	g	g	NOUN
ajst-31995	183	8	:	:	PUNCT
ajst-31995	183	9	generative	generative	NOUN
ajst-31995	183	10	ai	ai	VERB
ajst-31995	183	11	as	as	ADP
ajst-31995	183	12	a	a	DET
ajst-31995	183	13	key	key	ADJ
ajst-31995	183	14	enabler	enabler	NOUN
ajst-31995	183	15	.	.	PUNCT
ajst-31995	184	1	ieee	ieee	PROPN
ajst-31995	184	2	wireless	wireless	PROPN
ajst-31995	184	3	communications	communication	NOUN
ajst-31995	184	4	,	,	PUNCT
ajst-31995	184	5	31(4	31(4	NUM
ajst-31995	184	6	)	)	PUNCT
ajst-31995	184	7	,	,	PUNCT
ajst-31995	184	8	24	24	NUM
ajst-31995	184	9	-	-	SYM
ajst-31995	184	10	31	31	NUM
ajst-31995	184	11	.	.	PUNCT