Lexical Entailment on Hyperlex Lexical
0.794Spearman CorrelationROBERTa best
Evaluation results
| Method | Links | |
|---|---|---|
| ROBERTa bestSetting=fine-tuned2024.03 | 0.794 | |
| TaxoLLaMASetting=zero-shot2024.03 | 0.702 | |
| ROBERTa meanSetting=fine-tuned2024.03 | 0.658 | |
| LEARSetting=fine-tuned2024.03 | 0.544 | |
| RelativeSetting=zero-shot2024.03 | 0.543 | |
| GRV SISetting=zero-shot2024.03 | 0.483 | |
| SeVeNSetting=zero-shot2024.03 | 0.469 | |
| FastTextSetting=zero-shot2024.03 | 0.439 | |
| Pair2VecSetting=zero-shot2024.03 | 0.334 |