Method | Team | P(%) | R(%) | F(%) |
---|
NN-based | joint AB-LSTM [32] | 71.3 | 66.9 | 69.3 |
MCCNN [21] | – | – | 67.8 |
Liu CNN [22] | 75.3 | 60.4 | 67.0 |
Zhao SCNN [23] | 68.5 | 61.0 | 64.5 |
Our model | Att-BLSTM |
75.9
|
68.7
|
71.5
|
- The listed results come from the corresponding papers. The symbol “-” denotes no corresponding values, because the related paper did not provide complete results. Our model only replaces the candidate drugs (row (1) in Table 6), while other systems use basic text processing and replaced candidate drugs (negative instances aren’t filtered). The highest scores are highlighted in bold