Word Sense Disambiguation on All-Words WSD Concatenation SE2+SE3+SE13+SE15 3.0 (test)
80.7Overall F1SemEq-Large-Expert
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SemEq-Large-ExpertTS=true, IK=M, MS=Large, Strategy=Transfer Learning2021.10 | 80.7 | 83.2 | 71.1 | 83.2 | 87.9 | |
| EWISERTS=true, IK=S, GS=true, MS=Large2021.10 | 80.1 | 82.9 | 69.4 | 83.6 | 87.3 | |
| SemEq-Base-ExpertTS=true, IK=M, MS=Base, Strategy=Transfer Learning2021.10 | 79.9 | 82.5 | 69.9 | 82.5 | 88.4 | |
| AdaptBERT_LargeTS=true, IK=S, MS=Large2021.10 | 79.5 | 82.6 | 68.5 | 82.1 | 86.4 | |
| SemEq-BaseTS=true, IK=M, MS=Base, Strategy=Data Augmentation2021.10 | 79.4 | 81.9 | 68.9 | 83.2 | 87.6 | |
| BEMTS=true, MS=Base2021.10 | 79 | 81.4 | 68.5 | 83 | 87.9 | |
| SemEq-BaseTS=true, MS=Base2021.10 | 78.2 | 81 | 67.1 | 81.7 | 86.7 | |
| GlossBERTTS=true, MS=Base2021.10 | 77 | 79.3 | 66.9 | 78.2 | 86.4 | |
| SemEq-Large-GeneralIK=M, MS=Large, Strategy=Transfer Learning2021.10 | 76.4 | 79.1 | 64.7 | 82.3 | 81.8 | |
| LMMS_BERTTS=true, MS=Large2021.10 | 75.4 | — | — | — | — | |
| SemEq-Base-GeneralIK=M, MS=Base, Strategy=Transfer Learning2021.10 | 74.8 | 78.2 | 61.3 | 81.2 | 80.3 | |
| EWISETS=true, GS=true2021.10 | 71.8 | 74 | 60.2 | 78 | 82.1 | |
| HCANTS=true2021.10 | 71.1 | 72.7 | 58.2 | 77.4 | 84.1 | |
| BiLSTMTS=true2021.10 | 68.4 | 69.5 | 55.9 | 76.2 | 82.4 | |
| Most Frequent SenseTS=true2021.10 | 65.5 | 67.7 | 49.8 | 73.1 | 80.5 | |
| Lesk_embTS=true, GS=true2021.10 | 64.2 | 70 | 51.1 | 51.7 | 80.6 |