Table 4.
Experimental parameter setting.
| Model | Parameters | Value |
|---|---|---|
| BERT | Layer | 12 |
| Dimensions | 768 | |
| Learning rate | 5e − 5 | |
| Pad size | 128 | |
| Function | Tanh | |
|
| ||
| BLSTM | Layer | 2-Layer |
| Dimensions | 256 | |
| Learning rate | 1e − 3 | |
| Pad size | 128 | |
| Function | ReLu Tanh | |
Experimental parameter setting.
| Model | Parameters | Value |
|---|---|---|
| BERT | Layer | 12 |
| Dimensions | 768 | |
| Learning rate | 5e − 5 | |
| Pad size | 128 | |
| Function | Tanh | |
|
| ||
| BLSTM | Layer | 2-Layer |
| Dimensions | 256 | |
| Learning rate | 1e − 3 | |
| Pad size | 128 | |
| Function | ReLu Tanh | |