Ultra-Fine Entity Typing on Ultra-Fine (test)
81.6Macro Recall (General)BERT
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BERTimplementation=in-house2021.09 | 81.6 | 55.9 | 33 | 41.5 | 69.7 | 75.2 | 43.7 | 56 | 49.1 | 53.5 | 15.5 | 24 | |
| LRNinductive_reasoning=false2021.09 | 76.7 | 61.2 | 33.5 | 43.3 | 78.3 | 77.5 | 61.6 | 44.1 | 51.4 | 47.8 | 19.9 | 28.1 | |
| LRNinductive_reasoning=true2021.09 | 76.7 | 54.5 | 38.9 | 45.4 | 77.4 | 77.1 | 58.4 | 50.4 | 54.1 | 43.5 | 26.4 | 32.8 | |
| HY XLargevariant=XLarge2021.09 | 69.1 | — | — | — | — | — | — | 39.7 | — | — | — | 26.1 |