Named Entity Recognition on CLEF (test)
83.2F1 ScoreSpan-based model
Evaluation results
| Method | Links | |
|---|---|---|
| Span-based modelEmbedding=BERT, Dependency-guided GCN=true, Overlap Relation=true2021.06 | 83.2 | |
| Span-based modelEmbedding=BERT, Dependency-guided GCN=false, Overlap Relation=true2021.06 | 82.5 | |
| Span-based modelEmbedding=BERT, Dependency-guided GCN=true, Overlap Relation=false2021.06 | 82.2 | |
| Span-based modelEmbedding=PubMed word embeddings, Dependency-guided GCN=true, Overlap Relation=true2021.06 | 78.6 | |
| CRFLabel Scheme=BIOHD12342021.06 | 78.3 | |
| Transition-based modelEmbedding=ELMo2021.06 | 77.7 | |
| CRFLabel Scheme=BIOHD2021.06 | 75 |