Ultra-Fine Entity Typing on UFET (dev)
0.556PrecisionLabelGCN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LabelGCN2022.10 | 0.556 | 0.25 | 0.254 | 0.35 | |
| AttentiveNER2022.10 | 0.537 | 0.221 | 0.15 | 0.235 | |
| MLMETreproduced=true2022.10 | 0.536 | 0.29 | 0.394 | 0.454 | |
| VectorEmb2022.10 | 0.533 | — | 0.367 | 0.435 | |
| BoxEmb2022.10 | 0.529 | — | 0.391 | 0.45 | |
| denoising enhanced ultra-fine entity typing modelthresholding=false2022.10 | 0.528 | 0.303 | 0.417 | 0.466 | |
| BERT2022.10 | 0.516 | — | 0.328 | 0.401 | |
| denoising enhanced ultra-fine entity typing modelthresholding=true2022.10 | 0.508 | 0.303 | 0.437 | 0.47 | |
| Filter+Relabel2022.10 | 0.507 | — | 0.331 | 0.401 | |
| Multi-task2022.10 | 0.481 | 0.229 | 0.232 | 0.313 |