Word Sense Disambiguation on SemEval Task 17 all-words 2007
72.3F1 (Nouns)LSTM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LSTMTraining Corpus=SemCor2016.03 | 72.3 | 64.2 | |
| LSTMLPTraining Corpus=SemCor, Unlabeled Data Source=1K2016.03 | 71.7 | 63.5 | |
| LSTMLPTraining Corpus=OMSTI, Unlabeled Data Source=1K2016.03 | 71.7 | 63.3 | |
| IMS + Word2VecTraining Corpus=OMSTI2016.03 | 71.5 | 59.1 | |
| LSTMLPTraining Corpus=SemCor, Unlabeled Data Source=OMSTI2016.03 | 70.4 | 63.7 | |
| IMS + Word2VecTraining Corpus=SemCor2016.03 | 68.6 | 57.8 | |
| Word2VecTraining Corpus=SemCor2016.03 | 67.3 | 58.5 | |
| LSTMTraining Corpus=OMSTI2016.03 | 67.3 | 60.7 | |
| Weissenborn et al.2016.03 | 66 | — |