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Table 2 Evaluation at the level of NER

From: OGER++: hybrid multi-type entity recognition

Entity type Precision Recall F1
  OG OG + Dist OG + Joint OG OG + Dist OG + Joint OG OG + Dist OG + Joint
All 0.44 0.88 0.800 0.62 0.58 0.645 0.51 0.70 0.714
Chemicals 0.44 0.89 0.870 0.73 0.68 0.726 0.55 0.77 0.792
Cells 0.88 0.88 0.738 0.77 0.67 0.748 0.80 0.76 0.743
BPMFs 0.39 0.78 0.628 0.25 0.22 0.349 0.30 0.35 0.449
Cellular components 0.51 0.91 0.867 0.60 0.56 0.658 0.55 0.70 0.748
Organisms 0.29 0.98 0.977 0.92 0.91 0.920 0.44 0.94 0.948
Proteins 0.49 0.86 0.778 0.84 0.75 0.812 0.62 0.80 0.795
Sequences 0.46 0.89 0.833 0.67 0.64 0.670 0.54 0.75 0.743