Aspect-Sentiment Triplet Extraction on 15res (test)
72.1F1 ScoreASTE-Transformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ASTE-TransformerPre-training=Amazon Fine Food Reviews2024.09 | 72.1 | 72.91 | 71.34 | |
| ASTE-TransformerPre-training=None2024.09 | 67.89 | 67.94 | 67.91 | |
| EPISA2024.09 | 65.54 | 66.44 | 64.74 | |
| SimSTAR2024.09 | 65.09 | 71.71 | 59.59 | |
| STAGE-3D2024.09 | 64.79 | 73.63 | 57.9 | |
| SBC2024.09 | 63.96 | 63 | 64.95 | |
| Span-ASTE2024.09 | 63.27 | 62.18 | 64.45 | |
| Pairing2024.09 | 62.78 | — | — | |
| GAS2024.09 | 62.1 | — | — | |
| GTS2024.09 | 60.61 | 60.69 | 60.54 | |
| FTOP2024.09 | 58.59 | 54.53 | 63.3 | |
| PBF2024.09 | 58.5 | 55.8 | 61.5 | |
| JET2024.09 | 57.53 | 64.45 | 51.96 | |
| Chat-GPTshot=5-shot2024.09 | 49.99 | — | — | |
| Chat-GPTshot=1-shot2024.09 | 47.3 | — | — | |
| Chat-GPTshot=0-shot2024.09 | 33.51 | — | — | |
| Flan-UL2shot=1-shot2024.09 | 9.31 | — | — |