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
