Word Sense Disambiguation on SemEval Task 12 2013 (test)
71.1F1 ScoreBERT Gated Linear Unit (GLU)
Evaluation results
| Method | Links | |
|---|---|---|
| BERT Gated Linear Unit (GLU)Context Window=1 sentence + 1 surrounding2019.10 | 71.1 | |
| BERT GLU+LWContext Window=1 sentence + 1 surrounding2019.10 | 71 | |
| BERT Simple Linear ProjectionContext Window=1 sentence + 1 surrounding2019.10 | 70.4 | |
| BERT Layer Weighting (LW)Context Window=1 sentence + 1 surrounding2019.10 | 70.1 | |
| BERT Layer Weighting (LW)Context Window=1 sentence2019.10 | 69.9 | |
| BERT Gated Linear Unit (GLU)Context Window=1 sentence2019.10 | 69.8 | |
| BERT Simple Linear ProjectionContext Window=1 sentence2019.10 | 69.7 | |
| BERT 1nnContext Window=1 sentence + 1 surrounding2019.10 | 69.2 | |
| BERT GLU+LWContext Window=1 sentence2019.10 | 68.8 | |
| BERT 1nnContext Window=1 sentence2019.10 | 67.8 | |
| IMS+embembeddings=word2vec2019.10 | 67.3 | |
| GASext Concat2019.10 | 67.2 | |
| SupWSD+embembeddings=word2vec2019.10 | 66.8 | |
| BiLSTMatt+LEX2019.10 | 66.4 | |
| ELMO2019.10 | 66.2 | |
| SupWSDembeddings=none2019.10 | 65.8 | |
| context2vec2019.10 | 65.6 | |
| IMSembeddings=none2019.10 | 65.3 | |
| MFS baseline2019.10 | 63.8 |