From: Multitask learning for biomedical named entity recognition with cross-sharing structure
 | STM | CS-MTM | ||||||
---|---|---|---|---|---|---|---|---|
 | BC2GM | Ex-PTM | NCBI-disease | Linnaeus | BC2GM | Ex-PTM | NCBI-disease | Linnaeus |
PMC | 84.22 | 66.09 | 85.24 | 76.87 | 85.07 | 70.61 | 84.32 | 80.00 |
PubMed | 84.15 | 66.86 | 85.21 | 71.23 | 83.84 | 70.66 | 84.99 | 74.63 |
PMC+PubMed | 84.35 | 66.57 | 84.39 | 75.07 | 85.18 | 72.03 | 85.34 | 76.71 |
PMC+PubMed +Wikipedia | 84.71 | 65.71 | 84.46 | 76.87 | 84.10 | 71.79 | 85.27 | 78.99 |
Our GloVe | 83.91 | 67.31 | 86.05 | 78.25 | 84.41 | 72.05 | 86.50 | 82.40 |