Word Sense Disambiguation on Senseval-3 English Lexical Sample (test)
80AccuracyBERT
Evaluation results
| Method | Links | |
|---|---|---|
| BERTprotocol=linear projection, head=Simple, context_window=1sent+1sur2019.10 | 80 | |
| BERTprotocol=linear projection, head=LW, context_window=1sent+1sur2019.10 | 80 | |
| BERTprotocol=linear projection, head=GLU+LW, context_window=1sent+1sur2019.10 | 79.8 | |
| BERTprotocol=linear projection, head=GLU, context_window=1sent+1sur2019.10 | 79.4 | |
| BERTprotocol=linear projection, head=Simple, context_window=1sent2019.10 | 78.6 | |
| BERTprotocol=nearest neighbor, context_window=1sent+1sur2019.10 | 75.7 | |
| IMS+w2v+expdecay2019.10 | 75.2 | |
| ASO+multitask+semisup2019.10 | 74.1 | |
| IMS+adapted CW2019.10 | 73.4 | |
| BiLSTM2019.10 | 73.4 | |
| context2vec2019.10 | 72.8 | |
| BERTprotocol=nearest neighbor, context_window=1sent2019.10 | 72.7 | |
| IMS2019.10 | 72.3 |