Aspect-Sentiment Triplet Extraction on 14res (test)
76.06F1 ScoreASTE-Transformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ASTE-TransformerPre-training=Amazon Fine Food Reviews2024.09 | 76.06 | 76.43 | 75.71 | |
| ASTE-TransformerPre-training=None2024.09 | 75.27 | 74.51 | 76.05 | |
| SBC2024.09 | 73.92 | 77.09 | 70.99 | |
| EPISA2024.09 | 73.89 | 75.29 | 72.56 | |
| SimSTAR2024.09 | 73.86 | 76.23 | 71.63 | |
| STAGE-3D2024.09 | 73.76 | 78.58 | 69.58 | |
| Pairing2024.09 | 72.53 | — | — | |
| GAS2024.09 | 72.16 | — | — | |
| Span-ASTE2024.09 | 71.85 | 72.89 | 70.89 | |
| PBF2024.09 | 69.2 | 69.3 | 69 | |
| GTS2024.09 | 68.17 | 68.71 | 67.67 | |
| FTOP2024.09 | 68.16 | 63.59 | 73.44 | |
| JET2024.09 | 62.4 | 70.56 | 55.94 | |
| Chat-GPTshot=5-shot2024.09 | 50.75 | — | — | |
| Chat-GPTshot=1-shot2024.09 | 44.92 | — | — | |
| Chat-GPTshot=0-shot2024.09 | 40.04 | — | — | |
| Flan-UL2shot=1-shot2024.09 | 9.26 | — | — |