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Table 6 The effectiveness of the contextual sentence representation by 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

Sentence representationF1 score
 MeanSDMinMax
without55.911.4951.2457.48
with57.631.1554.4160.77
  1. All of the highest scores are highlighted in bold except for the SD. The first-row results derive from the best results of previous experiments (i.e., the last row in Table 5)