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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)