From: Bio-semantic relation extraction with attention-based external knowledge reinforcement
Model | P | R | F1 |
---|---|---|---|
Rule-based | 0.3890 | 0.3010 | 0.3394 |
CNN | 0.3653 | 0.2561 | 0.3011 |
RNN-CNN | 0.3711 | 0.3288 | 0.3486 |
CHEMPROT | 0.3732 | 0.3280 | 0.3491 |
CNN-KB | 0.3602 | 0.3337 | 0.3464 |
BiLSTM | 0.3215 | 0.3381 | 0.3296 |
BiLSTM-KB | 0.3875 | 0.3157 | 0.3479 |
KBLSTM | 0.3716 | 0.3276 | 0.3482 |
BiLSTM-Uni-Bio | 0.3671 | 0.3331 | 0.3493 |