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Table 2 Best positive effects

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

Dataset STM Best MO-MTM Best dataset
AnatEM 81.55 81.68 NCBI-Disease
BC2GM 72.63 72.21 Ex-PTM
BC4CHEMD 82.95 80.31 BioNLP13GE
BC5CDR 83.66 83.77 BioNLP11EPI
BioNLP09 83.90 84.16 BioNLP13GE
BioNLP11EPI 77.72 78.10 BioNLP09
BioNLP11ID 81.50 82.26* BioNLP13GE
BioNLP13CG 76.74 77.33* BioNLP13PC
BioNLP13GE 73.28 76.09* BioNLP11EPI
BioNLP13PC 80.61 80.94 Ex-PTM
CRAFT 79.55 78.48 BioNLP13GE
Ex-PTM 68.56 73.58* BioNLP11EPI
JNLPBA 69.60 68.92 BioNLP13GE
Linnaeus 83.98 83.63 NCBI-Disease
NCBI-Disease 80.26 80.74 Ex-PTM
Average 78.43 78.81 N/A
  1. Datasets in rightmost column are the auxiliary ones. (Bold: best scores, *: statistically significant)