Skip to main content

Table 4 Performance with different auxiliary datasets

From: Multitask learning for biomedical named entity recognition with cross-sharing structure

  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
  1. Bold: the best F1 score for the dataset. / : positive / negative improvement comparing to STM