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Table 5 Performance of various modules on the TwiMed corpus

From: Adverse drug reaction detection via a multihop self-attention mechanism

Method TwiMed-PubMed TwiMed-Twitter
  P R F1 P R F1
BiLSTM 0.853 0.806 0.829 0.680 0.754 0.715
BiLSTM+position 0.843 0.825 0.836 0.809 0.654 0.723
BiLSTM+Self-Attention+position 0.855 0.845 0.846 0.731 0.793 0.751
BiLSTM+MSAM+position 0.858 0.852 0.853 0.748 0.856 0.799