id	sid	eid	entity	type
futech-622	1	1	smk	ORG
futech-622	2	1	al. /future	ORG
futech-622	2	2	february 2026|	DATE
futech-622	2	3	05	CARDINAL
futech-622	3	1	01	CARDINAL
futech-622	4	1	278-289 278	QUANTITY
futech-622	4	2	krishna ganesh1	PERSON
futech-622	4	3	ghosh2	EVENT
futech-622	4	4	amit s. tiwari3	PERSON
futech-622	4	5	bhushan s. deore4	PERSON
futech-622	4	6	hirapara5	ORG
futech-622	6	1	chennai institute of technology	ORG
futech-622	6	2	chennai	GPE
futech-622	6	3	india	GPE
futech-622	6	4	kalyani	GPE
futech-622	6	5	nadia	GPE
futech-622	6	6	west bengal	GPE
futech-622	6	7	india	GPE
futech-622	6	8	3shah	ORG
futech-622	6	9	kutchhi engineering college	ORG
futech-622	6	10	india	GPE
futech-622	6	11	4ramrao	CARDINAL
futech-622	6	12	institute of technology	ORG
futech-622	6	13	d. y. patil	PERSON
futech-622	6	14	navi mumbai	ORG
futech-622	6	15	india 5faculty	ORG
futech-622	6	16	marwadi university rajkot	ORG
futech-622	6	17	gujarat	GPE
futech-622	6	18	india 6department	ORG
futech-622	6	19	koneru	GPE
futech-622	6	20	india 7assam	FAC
futech-622	6	21	town university	ORG
futech-622	6	22	guwahati	GPE
futech-622	6	23	india	GPE
futech-622	8	1	o	DATE
futech-622	8	2	25	CARDINAL
futech-622	8	3	august 2025	DATE
futech-622	8	4	26 october 2025	DATE
futech-622	8	5	03	CARDINAL
futech-622	8	6	december 2025	DATE
futech-622	9	1	10.55670	CARDINAL
futech-622	9	2	4.0 era	DATE
futech-622	13	1	less than 20 minutes	TIME
futech-622	18	1	1	CARDINAL
futech-622	19	1	1	CARDINAL
futech-622	20	1	2	CARDINAL
futech-622	21	1	issn 2832-0379	PERSON
futech-622	21	2	february 2026|	DATE
futech-622	21	3	05	CARDINAL
futech-622	22	1	01	CARDINAL
futech-622	23	1	278	CARDINAL
futech-622	23	2	https://doi.org/10.55670/fpll.futech.5.1.24	GPE
futech-622	23	3	mailto:krishnaganeshsm@gmail.com https://doi.org/10.55670/fpll.futech.5.1.24 https://fupubco.com/futech smk	ORG
futech-622	24	1	al. /future	ORG
futech-622	24	2	february 2026|	DATE
futech-622	24	3	05	CARDINAL
futech-622	25	1	01	CARDINAL
futech-622	26	1	278	CARDINAL
futech-622	28	1	3	CARDINAL
futech-622	29	1	4	CARDINAL
futech-622	32	1	5	CARDINAL
futech-622	33	1	6	CARDINAL
futech-622	35	1	8	CARDINAL
futech-622	37	1	9	CARDINAL
futech-622	39	1	10	CARDINAL
futech-622	40	1	11	CARDINAL
futech-622	42	1	12	CARDINAL
futech-622	43	1	13	CARDINAL
futech-622	44	1	14	CARDINAL
futech-622	46	1	15	CARDINAL
futech-622	55	1	1.1	CARDINAL
futech-622	56	1	•	CARDINAL
futech-622	57	1	•	CARDINAL
futech-622	57	2	first	ORDINAL
futech-622	58	1	•	CARDINAL
futech-622	60	1	ner	ORG
futech-622	61	1	al. /future	ORG
futech-622	61	2	february 2026|	DATE
futech-622	61	3	05	CARDINAL
futech-622	62	1	01	CARDINAL
futech-622	63	1	278-289	QUANTITY
futech-622	64	1	2.1	CARDINAL
futech-622	65	1	16	CARDINAL
futech-622	66	1	17	CARDINAL
futech-622	67	1	18	CARDINAL
futech-622	68	1	19	CARDINAL
futech-622	69	1	20	CARDINAL
futech-622	70	1	cai	PERSON
futech-622	71	1	2.2	CARDINAL
futech-622	72	1	21	CARDINAL
futech-622	73	1	22	CARDINAL
futech-622	75	1	23	CARDINAL
futech-622	76	1	24	CARDINAL
futech-622	77	1	25	CARDINAL
futech-622	78	1	llm	ORG
futech-622	78	2	26	CARDINAL
futech-622	80	1	27	CARDINAL
futech-622	82	1	2.3	CARDINAL
futech-622	83	1	28	CARDINAL
futech-622	85	1	29	CARDINAL
futech-622	86	1	30	CARDINAL
futech-622	88	1	2.4	CARDINAL
futech-622	89	1	23	CARDINAL
futech-622	90	1	25	CARDINAL
futech-622	91	1	26	CARDINAL
futech-622	92	1	27	CARDINAL
futech-622	93	1	26	CARDINAL
futech-622	95	1	2.5	CARDINAL
futech-622	96	1	28	CARDINAL
futech-622	98	1	29	CARDINAL
futech-622	99	1	30	CARDINAL
futech-622	101	1	2.6	CARDINAL
futech-622	102	1	1	CARDINAL
futech-622	103	1	3	CARDINAL
futech-622	103	2	3.1	CARDINAL
futech-622	103	3	three	CARDINAL
futech-622	104	1	first	ORDINAL
futech-622	105	1	second	ORDINAL
futech-622	106	1	al. /future	ORG
futech-622	106	2	february 2026|	DATE
futech-622	106	3	05	CARDINAL
futech-622	107	1	01	CARDINAL
futech-622	108	1	278-289 281	QUANTITY
futech-622	109	1	third	ORDINAL
futech-622	113	1	1	CARDINAL
futech-622	113	2	23	CARDINAL
futech-622	114	1	26	CARDINAL
futech-622	115	1	25	CARDINAL
futech-622	116	1	19	CARDINAL
futech-622	117	1	21	CARDINAL
futech-622	118	1	20	CARDINAL
futech-622	119	1	29	CARDINAL
futech-622	120	1	24	CARDINAL
futech-622	121	1	28	CARDINAL
futech-622	122	1	30	CARDINAL
futech-622	123	1	3.2	CARDINAL
futech-622	140	1	3.3	CARDINAL
futech-622	148	1	1	CARDINAL
futech-622	148	2	3.4	CARDINAL
futech-622	152	1	al. /future	ORG
futech-622	152	2	february 2026|	DATE
futech-622	152	3	05	CARDINAL
futech-622	153	1	01	CARDINAL
futech-622	154	1	278-289 282	QUANTITY
futech-622	157	1	4	CARDINAL
futech-622	157	2	4.1	CARDINAL
futech-622	159	1	english	LANGUAGE
futech-622	159	2	the last three years	DATE
futech-622	162	1	three	CARDINAL
futech-622	162	2	•	CARDINAL
futech-622	162	3	•	CARDINAL
futech-622	162	4	•	CARDINAL
futech-622	162	5	50	CARDINAL
futech-622	163	1	5,000	CARDINAL
futech-622	163	2	1,000	CARDINAL
futech-622	163	3	180	CARDINAL
futech-622	164	1	1	CARDINAL
futech-622	164	2	4.2	CARDINAL
futech-622	167	1	lemmatization	ORG
futech-622	171	1	4.3	CARDINAL
futech-622	172	1	10 to 40	CARDINAL
futech-622	173	1	0.53	CARDINAL
futech-622	174	1	one	CARDINAL
futech-622	174	2	•	CARDINAL
futech-622	174	3	20 •	CARDINAL
futech-622	174	4	• dirichlet	PRODUCT
futech-622	174	5	η	PERSON
futech-622	174	6	0.01 •	CARDINAL
futech-622	174	7	50 •	CARDINAL
futech-622	174	8	500	CARDINAL
futech-622	176	1	al. /future	ORG
futech-622	176	2	february 2026|	DATE
futech-622	176	3	05	CARDINAL
futech-622	177	1	01	CARDINAL
futech-622	178	1	278	CARDINAL
futech-622	179	1	4.4	CARDINAL
futech-622	179	2	ner	ORG
futech-622	182	1	ner	ORG
futech-622	182	2	1,200	CARDINAL
futech-622	183	1	0.89	CARDINAL
futech-622	183	2	0.85	CARDINAL
futech-622	183	3	0.87	CARDINAL
futech-622	183	4	4,612	CARDINAL
futech-622	183	5	28	CARDINAL
futech-622	185	1	cardiffnlp roberta-base	PERSON
futech-622	185	2	20,000	CARDINAL
futech-622	186	1	0.91	CARDINAL
futech-622	186	2	0.88	CARDINAL
futech-622	188	1	-1	ORG
futech-622	190	1	4.5	CARDINAL
futech-622	194	1	4.6	CARDINAL
futech-622	195	1	three	CARDINAL
futech-622	195	2	•	CARDINAL
futech-622	196	1	•	CARDINAL
futech-622	197	1	•	CARDINAL
futech-622	200	1	first	ORDINAL
futech-622	200	2	a few hours	TIME
futech-622	201	1	three	CARDINAL
futech-622	204	1	33	CARDINAL
futech-622	204	2	10	CARDINAL
futech-622	205	1	30	CARDINAL
futech-622	205	2	31	CARDINAL
futech-622	205	3	40	CARDINAL
futech-622	207	1	4.7	CARDINAL
futech-622	208	1	two	CARDINAL
futech-622	208	2	•	CARDINAL
futech-622	209	1	•	CARDINAL
futech-622	210	1	12	CARDINAL
futech-622	211	1	2 hours	TIME
futech-622	212	1	first	ORDINAL
futech-622	212	2	first	ORDINAL
futech-622	214	1	4.8	CARDINAL
futech-622	214	2	five	CARDINAL
futech-622	214	3	3	CARDINAL
futech-622	214	4	•	CARDINAL
futech-622	214	5	•	CARDINAL
futech-622	214	6	•	CARDINAL
futech-622	214	7	10	CARDINAL
futech-622	215	1	fleiss	ORG
futech-622	216	1	4.9	CARDINAL
futech-622	216	2	two	CARDINAL
futech-622	220	1	al. /future	ORG
futech-622	220	2	february 2026|	DATE
futech-622	220	3	05	CARDINAL
futech-622	221	1	01	CARDINAL
futech-622	222	1	278-289 284	QUANTITY
futech-622	225	1	4.10	CARDINAL
futech-622	231	1	5	CARDINAL
futech-622	231	2	5.1	CARDINAL
futech-622	237	1	5.2	CARDINAL
futech-622	243	1	5.3	CARDINAL
futech-622	246	1	six	CARDINAL
futech-622	248	1	2	CARDINAL
futech-622	248	2	six	CARDINAL
futech-622	250	1	2	CARDINAL
futech-622	251	1	5.4	CARDINAL
futech-622	251	2	six	CARDINAL
futech-622	251	3	10	CARDINAL
futech-622	252	1	2	CARDINAL
futech-622	253	1	3	CARDINAL
futech-622	254	1	six	CARDINAL
futech-622	255	1	1	CARDINAL
futech-622	255	2	2	CARDINAL
futech-622	256	1	15	CARDINAL
futech-622	256	2	30	CARDINAL
futech-622	257	1	17	CARDINAL
futech-622	257	2	23	CARDINAL
futech-622	258	1	22	CARDINAL
futech-622	258	2	37	CARDINAL
futech-622	259	1	two	CARDINAL
futech-622	259	2	6	CARDINAL
futech-622	259	3	7	CARDINAL
futech-622	261	1	al. /future	ORG
futech-622	261	2	february 2026|	DATE
futech-622	261	3	05	CARDINAL
futech-622	262	1	01	CARDINAL
futech-622	263	1	278-289 285	QUANTITY
futech-622	263	2	40	CARDINAL
futech-622	263	3	31	CARDINAL
futech-622	264	1	5.5	CARDINAL
futech-622	265	1	0.74	CARDINAL
futech-622	265	2	0.81	CARDINAL
futech-622	265	3	18.0 minutes	TIME
futech-622	265	4	3.4 minutes	TIME
futech-622	265	5	31.0 minutes	TIME
futech-622	265	6	6.2 minutes	TIME
futech-622	266	1	8.2	CARDINAL
futech-622	266	2	0.6	CARDINAL
futech-622	266	3	7.9	CARDINAL
futech-622	266	4	0.5	CARDINAL
futech-622	266	5	8.5	CARDINAL
futech-622	266	6	0.4	CARDINAL
futech-622	267	1	3	CARDINAL
futech-622	268	1	12	CARDINAL
futech-622	269	1	3	CARDINAL
futech-622	269	2	2	CARDINAL
futech-622	269	3	3	CARDINAL
futech-622	270	1	nearly 2	CARDINAL
futech-622	271	1	4	CARDINAL
futech-622	271	2	six	CARDINAL
futech-622	272	1	less than 20 minutes	TIME
futech-622	272	2	18 minutes	TIME
futech-622	273	1	5.6	CARDINAL
futech-622	275	1	4	CARDINAL
futech-622	277	1	3	CARDINAL
futech-622	277	2	9.1	CARDINAL
futech-622	277	3	7.8 8.5	CARDINAL
futech-622	277	4	8.6 8.5 9.0	CARDINAL
futech-622	277	5	8.3	CARDINAL
futech-622	277	6	8.6	CARDINAL
futech-622	277	7	7.9 7.5 7.8	CARDINAL
futech-622	277	8	8.0 7.9 8.2	QUANTITY
futech-622	277	9	7.7 8.4 8.9	CARDINAL
futech-622	277	10	6.1 3.4	CARDINAL
futech-622	277	11	first	ORDINAL
futech-622	277	12	10	CARDINAL
futech-622	277	13	8.2 6.1	CARDINAL
futech-622	277	14	10	CARDINAL
futech-622	277	15	7.9 6.4	CARDINAL
futech-622	277	16	5	CARDINAL
futech-622	277	17	4.3 3.2	CARDINAL
futech-622	278	1	al. /future	ORG
futech-622	278	2	february 2026|	DATE
futech-622	278	3	05	CARDINAL
futech-622	279	1	01	CARDINAL
futech-622	280	1	278-289 286	QUANTITY
futech-622	280	2	4	CARDINAL
futech-622	280	3	4	CARDINAL
futech-622	281	1	first	ORDINAL
futech-622	283	1	5	CARDINAL
futech-622	284	1	6	CARDINAL
futech-622	285	1	one	CARDINAL
futech-622	286	1	4	CARDINAL
futech-622	286	2	six	CARDINAL
futech-622	286	3	less than 20 minutes	TIME
futech-622	286	4	18 minutes	TIME
futech-622	287	1	several hours	TIME
futech-622	289	1	2	CARDINAL
futech-622	289	2	3	CARDINAL
futech-622	290	1	3	CARDINAL
futech-622	293	1	5	CARDINAL
futech-622	297	1	2	CARDINAL
futech-622	297	2	six	CARDINAL
futech-622	300	1	5	CARDINAL
futech-622	306	1	cai systems	ORG
futech-622	309	1	0.64	CARDINAL
futech-622	309	2	0.59	CARDINAL
futech-622	309	3	0.72	CARDINAL
futech-622	310	1	al. /future	ORG
futech-622	310	2	february 2026|	DATE
futech-622	310	3	05	CARDINAL
futech-622	311	1	01	CARDINAL
futech-622	312	1	278	CARDINAL
futech-622	316	1	7	CARDINAL
futech-622	318	1	one	CARDINAL
futech-622	323	1	second	ORDINAL
futech-622	326	1	ner models	ORG
futech-622	337	1	two	CARDINAL
futech-622	350	1	8	CARDINAL
futech-622	354	1	six	CARDINAL
futech-622	354	2	less than 20 minutes	TIME
futech-622	354	3	4	CARDINAL
futech-622	355	1	two	CARDINAL
futech-622	355	2	3	CARDINAL
futech-622	355	3	2	CARDINAL
futech-622	356	1	2	CARDINAL
futech-622	356	2	5	CARDINAL
futech-622	360	1	al. /future	ORG
futech-622	360	2	february 2026|	DATE
futech-622	360	3	05	CARDINAL
futech-622	361	1	01	CARDINAL
futech-622	362	1	278	CARDINAL
futech-622	374	1	1	CARDINAL
futech-622	374	2	r. du	PERSON
futech-622	374	3	j. sun	PERSON
futech-622	374	4	r. miao	PERSON
futech-622	374	5	d. zhang	PERSON
futech-622	376	1	triz future conf.	ORG
futech-622	376	2	cham	GPE
futech-622	376	3	switzerland	GPE
futech-622	376	4	oct. 2024	DATE
futech-622	377	1	147–164	CARDINAL
futech-622	378	1	2	CARDINAL
futech-622	378	2	h. rong	PERSON
futech-622	378	3	w. liu	PERSON
futech-622	378	4	j. li	PERSON
futech-622	378	5	z. zhou	PERSON
futech-622	378	6	plos one	PERSON
futech-622	378	7	19	CARDINAL
futech-622	378	8	3	CARDINAL
futech-622	378	9	2024	DATE
futech-622	379	1	3	CARDINAL
futech-622	379	2	tese	NORP
futech-622	381	1	triz future conf.	ORG
futech-622	381	2	cham	GPE
futech-622	381	3	switzerland	GPE
futech-622	381	4	oct. 2024	DATE
futech-622	382	1	165–174	CARDINAL
futech-622	383	1	4	CARDINAL
futech-622	383	2	m. iuga	PERSON
futech-622	383	3	s. brad	PERSON
futech-622	385	1	triz future conf.	ORG
futech-622	385	2	cham	GPE
futech-622	385	3	switzerland	GPE
futech-622	385	4	oct. 2024	DATE
futech-622	387	1	5	CARDINAL
futech-622	387	2	a. r. durmaz et al	PERSON
futech-622	387	3	2024	DATE
futech-622	388	1	6	CARDINAL
futech-622	388	2	z. wang et al.	PERSON
futech-622	389	1	manag.	PERSON
futech-622	389	2	61	DATE
futech-622	389	3	1	CARDINAL
futech-622	389	4	103561	DATE
futech-622	389	5	2024	DATE
futech-622	390	1	7	CARDINAL
futech-622	390	2	f. dimlo	PERSON
futech-622	391	1	j. syst	PERSON
futech-622	393	1	eng	GPE
futech-622	394	1	manag	PERSON
futech-622	394	2	15	CARDINAL
futech-622	394	3	9	CARDINAL
futech-622	395	1	4512	CARDINAL
futech-622	395	2	4526	DATE
futech-622	395	3	2024	DATE
futech-622	396	1	8	CARDINAL
futech-622	396	2	workneh y.	PERSON
futech-622	396	3	gustaf juell-skielse	PERSON
futech-622	398	1	arxiv preprint arxiv:2202.12826	ORG
futech-622	398	2	2022	CARDINAL
futech-622	399	1	9	CARDINAL
futech-622	399	2	sarah	PERSON
futech-622	401	1	arxiv preprint arxiv:2401.07744	ORG
futech-622	401	2	2024	CARDINAL
futech-622	402	1	10	CARDINAL
futech-622	402	2	l. chen et al.	PERSON
futech-622	402	3	j. eng	PERSON
futech-622	404	1	36	DATE
futech-622	406	1	920–947	CARDINAL
futech-622	406	2	2025	DATE
futech-622	407	1	11	CARDINAL
futech-622	407	2	markus j. "	PERSON
futech-622	408	1	5.3	CARDINAL
futech-622	408	2	2024): 035083	DATE
futech-622	409	1	12	CARDINAL
futech-622	409	2	farrell	ORG
futech-622	409	3	maxwell j.	PERSON
futech-622	411	1	291.2027	CARDINAL
futech-622	411	2	2024): 20240423	DATE
futech-622	412	1	13	CARDINAL
futech-622	412	2	mostafa	PERSON
futech-622	413	1	10.1	CARDINAL
futech-622	413	2	2024	CARDINAL
futech-622	414	1	10.1016/j.heliyon.2023.e23775	DATE
futech-622	415	1	14	CARDINAL
futech-622	415	2	bae	ORG
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futech-622	415	4	hoi ri moon	GPE
futech-622	417	1	2025	CARDINAL
futech-622	417	2	61	DATE
futech-622	417	3	11083-11094	DATE
futech-622	418	1	10.1039	CARDINAL
futech-622	418	2	15	CARDINAL
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futech-622	420	2	2024	CARDINAL
futech-622	420	3	870	CARDINAL
futech-622	421	1	16	CARDINAL
futech-622	423	1	7.2	CARDINAL
futech-622	423	2	2023	CARDINAL
futech-622	423	3	101	DATE
futech-622	424	1	17	CARDINAL
futech-622	424	2	s. pan et al.	PERSON
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futech-622	426	1	3580–3599	CARDINAL
futech-622	426	2	2024	DATE
futech-622	427	1	18	CARDINAL
futech-622	427	2	nandana	PERSON
futech-622	430	1	switzerland	GPE
futech-622	430	2	2023.(pp	CARDINAL
futech-622	431	1	247	CARDINAL
futech-622	432	1	19	CARDINAL
futech-622	432	2	l. zhong et al.	PERSON
futech-622	434	1	56	DATE
futech-622	434	2	4	CARDINAL
futech-622	435	1	2023	CARDINAL
futech-622	436	1	20	CARDINAL
futech-622	436	2	z. zhao et al.	PERSON
futech-622	436	3	139	CARDINAL
futech-622	436	4	1	CARDINAL
futech-622	436	5	2024	DATE
futech-622	437	1	21	CARDINAL
futech-622	437	2	l. feng	PERSON
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futech-622	438	1	sci.	ORG
futech-622	438	2	10	CARDINAL
futech-622	438	3	8498	CARDINAL
futech-622	438	4	2020	DATE
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futech-622	440	1	al. /future	ORG
futech-622	440	2	february 2026|	DATE
futech-622	440	3	05	CARDINAL
futech-622	441	1	01	CARDINAL
futech-622	442	1	278-289 289	QUANTITY
futech-622	443	1	22	CARDINAL
futech-622	443	2	j. wątróbski	PERSON
futech-622	444	1	sci.	ORG
futech-622	444	2	176	CARDINAL
futech-622	444	3	3356–3368, 2020	DATE
futech-622	445	1	23	CARDINAL
futech-622	445	2	sci.	ORG
futech-622	445	3	7	CARDINAL
futech-622	445	4	e12	CARDINAL
futech-622	445	5	2021	CARDINAL
futech-622	446	1	24	CARDINAL
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futech-622	446	3	li	PERSON
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futech-622	448	2	2024): 85622-85634	DATE
futech-622	449	1	25	CARDINAL
futech-622	449	2	jiang	GPE
futech-622	449	3	jianxi luo	PERSON
futech-622	452	1	88377	DATE
futech-622	453	1	american	NORP
futech-622	453	2	2024	DATE
futech-622	454	1	26	CARDINAL
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futech-622	456	2	2025	CARDINAL
futech-622	457	1	27	CARDINAL
futech-622	459	1	88407	DATE
futech-622	460	1	american	NORP
futech-622	460	2	2024	DATE
futech-622	461	1	28	CARDINAL
futech-622	461	2	simon	PERSON
futech-622	461	3	peter rn childs	PERSON
futech-622	464	1	switzerland	GPE
futech-622	464	2	2023	CARDINAL
futech-622	465	1	29	CARDINAL
futech-622	465	2	m. freddi et al.	PERSON
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futech-622	466	2	sept. 2024	DATE
futech-622	467	1	115	CARDINAL
futech-622	467	2	124	CARDINAL
futech-622	468	1	30	CARDINAL
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futech-622	469	1	7.6	CARDINAL
futech-622	469	2	2025	DATE
futech-622	469	3	589	CARDINAL
futech-622	470	1	https://creativecommons.org/licenses/by/4.0/	WORK_OF_ART