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Table 3 The effectiveness of the application of full-sentence and SDP features according to the mean F1 scores of 30 different random seeds

From: Relation extraction between bacteria and biotopes from biomedical texts with attention mechanisms and domain-specific contextual representations

ModelF1 score
FullsSDPsMeanSDMinMax
-CNN43.793.3937.0251.82
BLSTM-41.2214.4912.8249.93
BLSTMCNN45.962.8742.0952.19
  1. All of the highest scores are highlighted in bold except for the SD