From: Family member information extraction via neural sequence labeling models with different tag schemes
Parameter | Value | Parameter | Value |
---|---|---|---|
word embedding size | 200 | Learning rate (LR) | 0.01 |
char embedding size | 30 | Batch size | 10 |
char embedding kernel size | 3 | Optimizer | SGD |
number of char embedding kernels | 50 | Dropout | 0.5 |
PoS embedding size | 20 | LR decay | 0.05 |
UMLS embedding size | 200 | L2 regularization | 1e-8 |
Epoch | 1000 | Â | Â |