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Table 11 Comparison to benchmark results

From: A neural network multi-task learning approach to biomedical named entity recognition

Corpus Benchmark Ours Matching criteria
AnatEM 91.61 88.55 Right boundary match
BC2GM 87.21 84.41 Alternative boundaries
BC4CHEMD 87.39 82.32 Exact
BC5CDR 86.76 83.87 Exact
JNLPBA 72.55 68.95 Exact
Linnaeus 95.68* 79.33 Exact
NCBI-Disease 82.9 77.82 Exact
  1. (*: see text for caveat regarding comparability)