Word Sense Disambiguation on Concatenation of Datasets SE2 SE3 SE13 SE15 (test)
0.722Noun AccuracyGASext
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GASextComposition method=Concatenation, External Knowledge=true2018.05 | 0.722 | 0.577 | 0.766 | 0.85 | 0.706 | |
| GASComposition method=Concatenation, External Knowledge=true2018.05 | 0.721 | 0.572 | 0.76 | 0.844 | 0.703 | |
| IMS+emb2018.05 | 0.719 | 0.566 | 0.759 | 0.847 | 0.701 | |
| GASextComposition method=Linear, External Knowledge=true2018.05 | 0.719 | 0.581 | 0.764 | 0.847 | 0.704 | |
| GASComposition method=Linear, External Knowledge=true2018.05 | 0.717 | 0.574 | 0.765 | 0.835 | 0.701 | |
| Bi-LSTM+att.+LEXExternal Knowledge=true2018.05 | 0.716 | 0.571 | 0.756 | 0.832 | 0.699 | |
| Bi-LSTM+att.+LEX+POSExternal Knowledge=true2018.05 | 0.715 | 0.575 | 0.75 | 0.838 | 0.699 | |
| IMS2018.05 | 0.705 | 0.558 | 0.756 | 0.829 | 0.689 | |
| Leskext+emb2018.05 | 0.7 | 0.511 | 0.517 | 0.806 | 0.642 | |
| Bi-LSTM2018.05 | 0.695 | 0.559 | 0.762 | 0.824 | 0.684 | |
| Babelfy2018.05 | 0.689 | 0.507 | 0.732 | 0.798 | 0.664 | |
| MFS baseline2018.05 | 0.677 | 0.498 | 0.731 | 0.805 | 0.655 |