Word Sense Disambiguation on Senseval-3 English all-words
71.8F1 ScoreLSTMLP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LSTMLPTraining Corpus=SemCor, Unlabeled Data Source=1K2016.03 | 71.8 | 76.3 | |
| LSTMLPTraining Corpus=SemCor, Unlabeled Data Source=OMSTI2016.03 | 71.1 | 74.8 | |
| LSTMLPTraining Corpus=OMSTI, Unlabeled Data Source=1K2016.03 | 71 | 75.3 | |
| LSTMTraining Corpus=SemCor2016.03 | 69.2 | 72.3 | |
| IMS + Word2VecTraining Corpus=OMSTI2016.03 | 68.2 | 74.1 | |
| Taghipour and Ng2016.03 | 68.2 | — | |
| IMS + Word2VecTraining Corpus=SemCor2016.03 | 65.3 | 70.1 | |
| LSTMTraining Corpus=OMSTI2016.03 | 64.3 | 68 | |
| Most Common Sense2017.07 | 62.3 | — | |
| Word2VecTraining Corpus=SemCor2016.03 | 62.1 | 71.4 | |
| ShotgunWSDmeasure=Sense Embeddings, window (n)=8, top k=152017.07 | 59.82 | — | |
| ShotgunWSDmeasure=Extended Lesk, window (n)=8, top k=152017.07 | 57.89 | — | |
| Extended Lesk2017.07 | 49.6 | — | |
| MCS Estimation2017.07 | 43.28 | — | |
| Weissenborn et al.2016.03 | — | 68.8 |