Table 7.
Model settings B.E.R.T. optimization
| Parameter | Value |
|---|---|
| Model | GoogleBERT |
| Feature | Transformer Word Embeddings |
| Stop Words | Partially Removed |
| Batch size | 32 |
| Learning Rate | 2e− 5 |
| Max Sequence Length | 160 |
| Warm up | 0.1 |
| Tune Cell | 0 |
Model settings B.E.R.T. optimization
| Parameter | Value |
|---|---|
| Model | GoogleBERT |
| Feature | Transformer Word Embeddings |
| Stop Words | Partially Removed |
| Batch size | 32 |
| Learning Rate | 2e− 5 |
| Max Sequence Length | 160 |
| Warm up | 0.1 |
| Tune Cell | 0 |