Word Sense Disambiguation on WSD Evaluation Framework Fine-grained
75.1F1 ScoreKnowBert-W+W
Evaluation Results
| Method | Links | |
|---|---|---|
| KnowBert-W+Wbackbone=BERT-Base, knowledge_base=Wikipedia + WordNet, KB_insertion_layers=Wiki: 10/11, WordNet: 11/122019.09 | 75.1 | |
| KnowBert-WordNetbackbone=BERT-Base, knowledge_base=WordNet, KB_insertion_layers=10 and 112019.09 | 74.9 | |
| BERT-Largebackbone=BERT-Large2019.09 | 73.9 | |
| BERT-Basebackbone=BERT-Base2019.09 | 73.1 | |
| ELMo2019.09 | 69.2 | |
| WN-first sense baseline2019.09 | 65.2 |