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Aspect Sentiment Triplet Extraction on 16Rest ASTE-Data-V1 (test)

73.48F1 ScoreMVP
21.292834.841448.3961.9386Oct 6, 2020Mar 14, 2021Aug 21, 2021Jan 28, 2022Jul 6, 2022Dec 13, 2022May 22, 2023

Evaluation results

MethodLinks
MVP2023.0573.48——
MVPmulti-tasking=true2023.0573.1——
DLO2023.0573.03——
Seq2Path2023.0572.87——
UIE2023.0572.86——
Paraphrase2023.0571.7——
LEGO-ABSA2023.0569.9——
GAS2023.0569.05——
Jet-BERT2023.0563.83——
JETM=6, Word Representation=BERT2020.1063.4171.1257.2
JET^oM=6, Word Representation=BERT2020.1062.9864.7761.29
JET^oM=42020.1062.773.9854.41
JET^oM=52020.1062.5466.9158.71
JET^oM=62020.1061.9166.5857.85
JETM=62020.1058.7768.9951.18
JETM=52020.1057.4266.8650.32
JETM=42020.1057.1168.7948.82
Peng et al. (2019)2020.1053.6246.7662.97
JETM=32020.1053.5966.3544.95
JETM=22020.1047.6570.7635.91
JET^oM=32020.1047.5260.4739.14
JET^oM=22020.1046.4554.5940.47
Li-unified-R2020.1044.5138.1953.47
CMLA+2020.1041.643.639.8
RINANTE+2020.1023.327.120.5