Skip to main content

Table 7 Performance with different word embeddings

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
  1. Bold: the best F1 scores for the model on each dataset