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Table 3 Classification results of the compared methods for the ADE corpus

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

Method P R F1
Knowledge-based system [45] 0.421 0.763 0.543
Feature-rich classification [46] - - 0.812
Bi-LSTM-RNN [23] 0.675 0.758 0.714
CNNA [47] 0.815 0.838 0.826
C-LSTM-CNN [48] 0.816 0.834 0.824±0.009
BiLSTM+MSAM 0.847 0.855 0.851±0.013