Word Sense Disambiguation on SemEval-2013 Task 12 (nouns)
72.8F1 (Nouns)Weissenborn et al.
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Weissenborn et al.2016.03 | 72.8 | — | |
| LSTMLPTraining Corpus=SemCor, Unlabeled Data Source=1K2016.03 | 69.5 | — | |
| LSTMLPTraining Corpus=OMSTI, Unlabeled Data Source=1K2016.03 | 68.1 | — | |
| LSTMLPTraining Corpus=SemCor, Unlabeled Data Source=OMSTI2016.03 | 67.9 | — | |
| LSTMTraining Corpus=OMSTI2016.03 | 67.3 | — | |
| LSTMTraining Corpus=SemCor2016.03 | 67 | — | |
| Word2VecTraining Corpus=SemCor2016.03 | 66.1 | — | |
| à la carte (combined)Embedding Source=combined (SemCor + glosses)2018.05 | — | 60.5 | |
| à la carte (glosses)Embedding Source=glosses2018.05 | — | 51.8 | |
| à la carte (SemCor)Embedding Source=SemCor2018.05 | — | 60 | |
| MFS (SemCor)Training Corpus=SemCor2018.05 | — | 58.8 | |
| Raganato et al. (2017)Architecture=bi-LSTM2018.05 | — | 66.9 |