Opinion Term Extraction on Res 14
88.6F1-score (%)BERT-BiLSTM (S,A)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BERT-BiLSTM (S,A)Backbone=BERT, Aspect-Enhanced=true2023.05 | 88.6 | — | — | |
| QD-OWSEBackbone=BERT2023.05 | 87.23 | — | — | |
| RACL-BERTBackbone=BERT2021.01 | 87.18 | — | — | |
| TSMSABackbone=BERT2023.05 | 86.37 | — | — | |
| RACL+R2021.03 | 86.19 | 82.28 | 90.49 | |
| BERT+BiLSTM+GCNBackbone=BERT2023.05 | 85.74 | — | — | |
| ARGCN2023.05 | 85.42 | — | — | |
| IMN-BERTBackbone=BERT2021.01 | 85.1 | — | — | |
| BMRC2021.03 | 84.99 | 87.22 | 82.9 | |
| SDRN+BERTBackbone=BERT2023.05 | 83.1 | — | — | |
| TSF2021.03 | 82.45 | 84.72 | 80.39 | |
| ONG2023.05 | 82.33 | — | — | |
| LOTN2023.05 | 82.21 | — | — | |
| Li-unified-R+2021.03 | 82.13 | 81.2 | 83.18 | |
| IOG2023.05 | 80.02 | — | — | |
| RINANTE+2021.03 | 76.29 | 81.06 | 72.05 |