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Aspect Sentiment Triplet Extraction on Lap SemEval 2014 (test)

61.13F1 Score

PARAPHRASE

Updated 4d ago

Evaluation Results

Method	Links
PARAPHRASE 2021.10		61.13	-	-
Span-ASTE 2021.07		59.38	63.44	55.84
Two-Stage 2021.10		58.58	-	-
GAS 2021.10		58.19	-	-
PBF-M1 2021.03		56.3	58.8	54.1
PBF 2021.03		55.8	56.6	55.1
PBF -w/o A 2021.03		55.8	55.9	55.7
PBF -w/o P 2021.03		55.7	56.6	54.8
GTS+BERT 2021.10		55.21	-	-
PBF-M3 2021.03		54.9	56.8	53.3
GTS 2021.07		54.36	57.82	51.32
GTS-BERT 2021.03		53.5	59.4	48.6
Span-ASTE 2021.07		51.8	59.85	45.67
JET 2021.07		51.04	55.39	47.33
Jet+BERT 2021.10		51.04	-	-
PBF-M2 2021.03		49.4	51.8	47.3
PBF -w/o AP 2021.03		46.7	45.1	48.8
GTS 2021.07		46.31	53.35	40.99
JET-bert-o 2021.03		46	49.7	42.8
JET-bert-t 2021.03		45.5	50.2	41.7
Zhang et al. 2021.07		44.78	49.62	41.07
GTS-CNN 2021.03		44.6	55.3	37.4
Peng et al. 2021.07		42.87	37.38	50.38
P-pipeline 2021.10		42.87	-	-
GTS-BiLSTM 2021.03		42.8	58	33.9
OTE-MTL 2021.03		42.7	51.3	36.8
Li-unified-R 2021.07		42.34	40.56	44.28
Li-unified-R 2021.10		42.34	-	-
JETo 2021.03		41.9	48.8	36.7
JET 2021.07		41.35	53.03	33.89
JETt 2021.03		38.6	41	36.5
CMLA+ 2021.07		33.16	30.09	36.92
CMLA+ 2021.10		33.16	-	-
RINANTE+ 2021.07		20.07	21.71	18.66