Word Sense Disambiguation on SemEval 2007 Task 17
Metric: F1 (higher is better)
Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SemCor+WNGC, hypernyms | 73.4 | No | Sense Vocabulary Compression through the Semanti... | 2019-05-14 | Code |
| 2 | SemCor+WNGT, vocabulary reduced, ensemble | 66.81 | No | Improving the Coverage and the Generalization Ab... | 2018-11-02 | - |
| 3 | LSTM (T:SemCor) | 64.2 | No | Semi-supervised Word Sense Disambiguation with N... | 2016-03-22 | - |
| 4 | LSTMLP (T:SemCor, U:OMSTI) | 63.7 | No | Semi-supervised Word Sense Disambiguation with N... | 2016-03-22 | - |
| 5 | LSTMLP (T:SemCor, U:1K) | 63.5 | No | Semi-supervised Word Sense Disambiguation with N... | 2016-03-22 | - |
| 6 | LSTMLP (T:OMSTI, U:1K) | 63.3 | No | Semi-supervised Word Sense Disambiguation with N... | 2016-03-22 | - |
| 7 | kNN-BERT + POS (training corpus: SemCor) | 63.17 | No | Does BERT Make Any Sense? Interpretable Word Sen... | 2019-09-23 | Code |
| 8 | kNN-BERT | 60.94 | No | Does BERT Make Any Sense? Interpretable Word Sen... | 2019-09-23 | Code |
| 9 | LSTM (T:OMSTI) | 60.7 | No | Semi-supervised Word Sense Disambiguation with N... | 2016-03-22 | - |