Word Sense Disambiguation on Senseval-3
70.5F1 ScoreGASext
Evaluation Results
| Method | Links | |
|---|---|---|
| GASextComposition method=Concatenation, External Knowledge=true2018.05 | 70.5 | |
| IMS+emb2018.05 | 70.4 | |
| GASComposition method=Concatenation, External Knowledge=true2018.05 | 70.2 | |
| GASextComposition method=Linear, External Knowledge=true2018.05 | 70.1 | |
| GASComposition method=Linear, External Knowledge=true2018.05 | 70 | |
| Bi-LSTM+att.+LEXExternal Knowledge=true2018.05 | 69.4 | |
| IMS2018.05 | 69.3 | |
| Bi-LSTM+att.+LEX+POSExternal Knowledge=true2018.05 | 69.1 | |
| Zhong10Supervision Type=Supervised2018.01 | 68.9 | |
| Bi-LSTM2018.05 | 68.4 | |
| Melamud16Supervision Type=Supervised2018.01 | 68.2 | |
| WSD-TMSupervision Type=Knowledge based2018.01 | 66.9 | |
| MFS baseline2018.05 | 66 | |
| Basile14Supervision Type=Knowledge based2018.01 | 63.7 | |
| Leskext+emb2018.05 | 63.7 | |
| Moro14Supervision Type=Knowledge based2018.01 | 63.5 | |
| Babelfy2018.05 | 63.5 | |
| MFSSupervision Type=Supervised2018.01 | 60.4 | |
| Agirre14Supervision Type=Knowledge based2018.01 | 54.1 | |
| Banerjee03Supervision Type=Knowledge based2018.01 | 44.5 |