Named Entity Recognition on CLEF-Dis 2016 (test)
0.633F1 ScoreSpan-based model
Evaluation results
| Method | Links | |
|---|---|---|
| Span-based modelEmbeddings=BERT, Dependency-guided GCN=true, Overlap Relation=true2021.06 | 0.633 | |
| Transition-basedRelated Work=Dai et al. (2020), Embeddings=ELMo2021.06 | 0.629 | |
| Span-based model (without Dep-guided GCN)Embeddings=BERT, Dependency-guided GCN=false, Overlap Relation=true2021.06 | 0.629 | |
| Span-based model (without Overlap Relation)Embeddings=BERT, Dependency-guided GCN=true, Overlap Relation=false2021.06 | 0.626 | |
| Span-based model (without BERT)Embeddings=PubMed word embeddings, Dependency-guided GCN=true, Overlap Relation=true2021.06 | 0.564 | |
| Hypergraph, RNNRelated Work=Wang and Lu (2019)2021.06 | 0.561 | |
| HypergraphRelated Work=Muis and Lu (2016)2021.06 | 0.528 |