Table 2. Hyperparameters for fine-tuning BERT for the CrisisMMD dataset.
| Sequence length | Epochs | Batch size | Learning rate | Epsilon |
|---|---|---|---|---|
| 64 | 4 | 8, 16, 32 | 2e−5 | 1e−8 |
| 128 | 4 | 8, 16, 32 | 2e−5 | 1e−8 |
| Sequence length | Epochs | Batch size | Learning rate | Epsilon |
|---|---|---|---|---|
| 64 | 4 | 8, 16, 32 | 2e−5 | 1e−8 |
| 128 | 4 | 8, 16, 32 | 2e−5 | 1e−8 |