From: Improving biomedical named entity recognition with syntactic information
 | BioBERT-base | BioBERT-large | ||
---|---|---|---|---|
 | F1 | \(\sigma\) | F1 | \(\sigma\) |
Baseline | 93.50 | 0.10 | 93.90 | 0.31 |
 Stanford CoreNLP Toolkits |  |  |  |  |
  PL (\({\mathcal {M}}\)) | 93.73 | 0.19 | 94.05 | 0.23 |
  DR (\({\mathcal {M}}\)) | \(\mathit{93} .\mathit{78}\) | 0.18 | 94.05 | 0.10 |
 spaCy |  |  |  |  |
  PL (\({\mathcal {M}}\)) | 93.69 | 0.12 | \(\mathit{94} .\mathit{06}\) | 0.10 |
  DR (\({\mathcal {M}}\)) | 93.71 | 0.12 | 93.97 | 0.13 |