Word Sense Disambiguation on Senseval-2 English Lexical Sample (test)
76.9AccuracyBERT
Evaluation results
| Method | Links | |
|---|---|---|
| BERTprotocol=linear projection, head=Simple, context_window=1sent+1sur2019.10 | 76.9 | |
| BERTprotocol=linear projection, head=LW, context_window=1sent+1sur2019.10 | 76.7 | |
| BERTprotocol=linear projection, head=GLU, context_window=1sent+1sur2019.10 | 75.1 | |
| BERTprotocol=linear projection, head=GLU+LW, context_window=1sent+1sur2019.10 | 74.2 | |
| BERTprotocol=linear projection, head=Simple, context_window=1sent2019.10 | 73.3 | |
| BERTprotocol=nearest neighbor, context_window=1sent+1sur2019.10 | 71.5 | |
| IMS+w2v+expdecay2019.10 | 69.9 | |
| BERTprotocol=nearest neighbor, context_window=1sent2019.10 | 67.7 | |
| BiLSTM2019.10 | 66.9 | |
| IMS+adapted CW2019.10 | 66.2 | |
| IMS2019.10 | 65.2 |