Word Sense Disambiguation on SemEval English 2015 (test)
81.7F1 (all)BEM + WSE-Exemplar
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BEM + WSE-ExemplarWSE integration strategy=WSE-Exemplar2023.06 | 81.7 | — | — | — | — | |
| BEM + WSE-PrototypeWSE integration strategy=WSE-Prototype2023.06 | 81.1 | — | — | — | — | |
| BEMWSE integration strategy=None2023.06 | 80.9 | — | — | — | — | |
| BERT-linear + WSE-PrototypeWSE integration strategy=WSE-Prototype2023.06 | 77.9 | — | — | — | — | |
| BERT-linear + WSE-ExemplarWSE integration strategy=WSE-Exemplar2023.06 | 77.7 | — | — | — | — | |
| BERT-linearWSE integration strategy=None2023.06 | 75.2 | — | — | — | — | |
| LSTMLPTraining set=SemCor, Unlabeled data=1K random sentences2016.03 | 72.6 | 0.728 | 0.622 | 0.813 | 85.7 | |
| LSTMTraining set=SemCor2016.03 | 72.1 | 0.713 | 0.642 | 0.813 | 84.5 | |
| WordNet S12023.06 | 67.8 | — | — | — | — | |
| Most frequent sense (MFS)2023.06 | 67.1 | — | — | — | — | |
| Word2VecTraining set=SemCor2016.03 | 66.7 | 0.661 | 0.555 | 0.789 | 81 | |
| BFS BaselineReference=BabelNet first sense2016.03 | 66.3 | 0.667 | 0.551 | 0.821 | 82.5 | |
| LIMSI2016.03 | 64.7 | — | — | — | 79.5 | |
| DFKI2016.03 | — | 0.703 | 0.577 | — | — | |
| UNIBA2016.03 | — | — | — | 0.79 | — |