Named Entity Recognition on WikiNER (test)
0.532F1 ScoreBoth + Label Distillation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Both + Label DistillationSetting=Few-Text, Lexicon=PanLex+Induced2022.03 | 0.532 | 1.5 | |
| BothSetting=Few-Text, Lexicon=PanLex+Induced2022.03 | 0.526 | 2.5 | |
| Pseudo MLMSetting=Few-Text, Lexicon=PanLex+Induced2022.03 | 0.522 | 1.5 | |
| Both + Label DistillationSetting=Few-Text, Lexicon=PanLex2022.03 | 0.517 | 1.6 | |
| Pseudo MLMSetting=Few-Text, Lexicon=PanLex2022.03 | 0.507 | 1.2 | |
| Both + Label DistillationSetting=No-Text, Lexicon=PanLex2022.03 | 0.506 | 2.1 | |
| Pseudo Trans-trainSetting=Few-Text, Lexicon=PanLex2022.03 | 0.502 | 0.7 | |
| BothSetting=Few-Text, Lexicon=PanLex2022.03 | 0.501 | 0.6 | |
| Pseudo Trans-trainSetting=No-Text, Lexicon=PanLex2022.03 | 0.498 | 2.2 | |
| Pseudo MLMSetting=No-Text, Lexicon=PanLex2022.03 | 0.498 | 2.2 | |
| Gold MLMSetting=Few-Text, Lexicon=None2022.03 | 0.495 | — | |
| BothSetting=No-Text, Lexicon=PanLex2022.03 | 0.485 | 0.9 | |
| mBERTSetting=Baseline, Lexicon=None2022.03 | 0.476 | — |