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Table 3 Performance of different score functions for the DDI classificaton on the Overall-2013 dataset

From: An attention-based effective neural model for drug-drug interactions extraction

Score function P(%) R(%) F(%)
Base_BLSTM 74.0 78.6 76.2
dot-score 78.4 76.2 77.3
cos-score 76.3 76.5 76.4
Tanh-score 67.9 65.9 66.9
  1. Base_BLSTM is the BLSTM model without an attention mechanism which uses our all preprocessing techniques and all input embeddings including word, POS and position embedding