Table 4 Performance with different auxiliary datasets
From: Multitask learning for biomedical named entity recognition with cross-sharing structure
| Â | JNLPBA | BC5CDR | BioNLP 09 | BioNLP 11ID | BioNLP 13PC |
|---|---|---|---|---|---|
BC2GM | 84.41 ↑ | 84.11 ↑ | 83.85 | 84.15 ↑ | 83.90 |
Ex-PTM | 68.81 ↑ | 67.51 ↑ | 72.05 ↑ | 68.89 ↑ | 70.87 ↑ |
NCBI-disease | 86.17 ↑ | 85.74 ↓ | 86.50 ↑ | 84.90 ↓ | 85.63 ↓ |
Linnaeus | 78.07 ↓ | 82.40 ↑ | 81.93 ↑ | 78.46 ↑ | 78.37 ↓ |