Skip to main content

Table 3 Model performance comparison to other studies

From: Hierarchical shared transfer learning for biomedical named entity recognition

  BC5CDR BC2GM BC4CHEMD NCBI-disease LINNAEUS
Chemical Disease
Crichton et al. [18] 89.22 80.46 73.04 82.95 80.46 83.98
Yoon et al. [37] 93.31 84.08 79.73 88.85 86.36
Lee et al. [26] 93.44 86.56 84.40 91.41 89.36 89.81
BERT [26] 91.16 82.41 81.79 90.04 85.63 87.60
PubWebBERT [27] 93.33 85.62 84.52 87.82
HunFlair [38] 88.65
STL 93.36 86.44 82.52 91.70 88.26 88.56
Proposed 93.83 87.28 82.92 92.42 89.25 86.37
  1. Better scores of each metric are in bold