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Table 5 Performance with different entity types in BioNLP11ID

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

 

BioNLP11 ID

BioNLP11 ID-chem

BioNLP11 ID-ggp

BioNLP11 ID-species

BC2GM

84.15 ↑

84.39 ↑

84.01

83.45 ↓

Ex-PTM

68.89 ↑

67.51 ↑

68.80 ↑

67.58 ↑

NCBI-disease

84.90 ↓

85.44 ↓

85.26 ↓

85.24 ↓

Linnaeus

78.46 ↑

72.09 ↓

73.21 ↓

76.88 ↓

  1. Bold: the best F1 score between sub-datasets. ↑/ ↓: positive / negative improvement comparing to STM