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Table 8 Performance comparisons of joint and pipeline models

From: A neural joint model for entity and relation extraction from biomedical text

Task Method Entity recognition Relation extraction
   P R F1 P R F1
ADE Pipeline 79.6 83.5 81.5 62.5 69.9 66.0
  Joint 80.1 83.6 81.8 62.7 69.9 66.1
BB Pipeline 67.2 52.0 58.6 26.6 17.7 21.2
  Joint 67.1 56.7 61.4 34.5 20.4 25.6