Word Sense Disambiguation on SemEval-15 (SE15) 3.0 (test)
84.4F1 ScoreAdaptBERT_Large
Evaluation results
| Method | Links | |
|---|---|---|
| AdaptBERT_LargeTS=true, IK=S, MS=Large2021.10 | 84.4 | |
| SemEq-Large-GeneralIK=M, MS=Large, Strategy=Transfer Learning2021.10 | 83 | |
| SemEq-Base-ExpertTS=true, IK=M, MS=Base, Strategy=Transfer Learning2021.10 | 82.6 | |
| EWISERTS=true, IK=S, GS=true, MS=Large2021.10 | 81.8 | |
| SemEq-Large-ExpertTS=true, IK=M, MS=Large, Strategy=Transfer Learning2021.10 | 81.8 | |
| BEMTS=true, MS=Base2021.10 | 81.7 | |
| SemEq-BaseTS=true, IK=M, MS=Base, Strategy=Data Augmentation2021.10 | 81.5 | |
| SemEq-BaseTS=true, MS=Base2021.10 | 80.8 | |
| GlossBERTTS=true, MS=Base2021.10 | 80.4 | |
| SemEq-Base-GeneralIK=M, MS=Base, Strategy=Transfer Learning2021.10 | 79.8 | |
| LMMS_BERTTS=true, MS=Large2021.10 | 77 | |
| EWISETS=true, GS=true2021.10 | 74.5 | |
| HCANTS=true2021.10 | 72.8 | |
| BiLSTMTS=true2021.10 | 68.3 | |
| Most Frequent SenseTS=true2021.10 | 67.1 | |
| Lesk_embTS=true, GS=true2021.10 | 64.6 |