Table 2 Parameter settings
From: BioRel: towards large-scale biomedical relation extraction
Settings | CNN | PCNN | GRU | MIML | MultiR | Mintz |
|---|---|---|---|---|---|---|
Batch size | 256 | 128 | 128 | – | – | – |
Epoch | 20 | 20 | 20 | 10 | 15 | 15 |
Learning rate | 0.4 | 0.2 | 0.3 | – | – | – |
Word dim | 200 | 200 | 200 | – | – | – |
Position dim | 10 | 10 | 10 | – | – | – |
Sentence dim | 230 | 230 | 230 | – | – | – |
Window size | 3 | 5 | – | – | – | – |
Dropout | 0.5 | 0.5 | 0.3 | – | – | – |