Word Sense Disambiguation on SemEval Task 13 2015 (test)
76.2F1BERT Gated Linear Unit (GLU)
Evaluation results
| Method | Links | |
|---|---|---|
| BERT Gated Linear Unit (GLU)Context Window=1 sentence + 1 surrounding2019.10 | 76.2 | |
| BERT GLU+LWContext Window=1 sentence + 1 surrounding2019.10 | 76.2 | |
| BERT Simple Linear ProjectionContext Window=1 sentence + 1 surrounding2019.10 | 75.1 | |
| BERT Layer Weighting (LW)Context Window=1 sentence + 1 surrounding2019.10 | 75 | |
| BERT 1nnContext Window=1 sentence + 1 surrounding2019.10 | 74.4 | |
| BERT Simple Linear ProjectionContext Window=1 sentence2019.10 | 74.4 | |
| BERT Gated Linear Unit (GLU)Context Window=1 sentence2019.10 | 74.3 | |
| BERT Layer Weighting (LW)Context Window=1 sentence2019.10 | 74.2 | |
| BERT GLU+LWContext Window=1 sentence2019.10 | 73.6 | |
| BERT 1nnContext Window=1 sentence2019.10 | 73.3 | |
| GASext Concat2019.10 | 72.6 | |
| BiLSTMatt+LEX2019.10 | 72.4 | |
| context2vec2019.10 | 71.9 | |
| SupWSD+embembeddings=word2vec2019.10 | 71.8 | |
| IMS+embembeddings=word2vec2019.10 | 71.3 | |
| ELMO2019.10 | 71.3 | |
| SupWSDembeddings=none2019.10 | 70 | |
| IMSembeddings=none2019.10 | 69.5 | |
| MFS baseline2019.10 | 67.1 |