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Aspect Sentiment Triplet Extraction on Rest SemEval 2015 (test)

63.27F1 Score

Span-ASTE

Updated 4d ago

Evaluation Results

Method	Links
Span-ASTE 2021.07		63.27	62.18	64.45
PARAPHRASE 2021.10		62.56	-	-
GAS 2021.10		60.23	-	-
GTS 2021.07		60.15	62.59	57.94
PBF -w/o A 2021.03		58.8	56.4	61.6
Two-Stage 2021.10		58.59	-	-
PBF 2021.03		58.5	55.8	61.5
PBF-M1 2021.03		58.4	57.8	59.4
PBF -w/o P 2021.03		58.2	56.2	60.4
PBF-M3 2021.03		57.7	54.2	61.7
Span-ASTE 2021.07		57.56	64.29	52.12
JET 2021.07		57.53	64.45	51.96
Jet+BERT 2021.10		57.53	-	-
GTS-BERT 2021.03		56.4	61.8	52
GTS+BERT 2021.10		54.88	-	-
JET-bert-o 2021.03		53.3	53.8	52.9
PBF-M2 2021.03		53	50.2	56.2
GTS 2021.07		52.66	60.1	46.89
JET 2021.07		52.5	64.37	44.33
GTS-BiLSTM 2021.03		52.4	67.3	42.9
Peng et al. 2021.07		52.32	48.07	57.51
P-pipeline 2021.10		52.32	-	-
JETo 2021.03		51.8	57.5	47.2
GTS-CNN 2021.03		51.8	56.3	48.1
JET-bert-t 2021.03		49.4	50.7	48.2
OTE-MTL 2021.03		49.3	56.3	44
Zhang et al. 2021.07		47.94	55.63	42.51
Li-unified-R 2021.07		47.82	44.72	51.39
Li-unified-R 2021.10		47.82	-	-
JETt 2021.03		46.5	45.3	47.8
PBF -w/o AP 2021.03		45.7	41.7	50.9
CMLA+ 2021.07		37.01	34.56	39.84
CMLA+ 2021.10		37.01	-	-
RINANTE+ 2021.07		29.97	29.88	30.06