The datasets, including the original train/validation/test data, the generated training data, as well as label names are available in subfolder ./dataset on https://huggingface.co/datasets/GLOX/DADO:
| Dataset | # Train | # Test | # Class | Task | Domain |
|---|---|---|---|---|---|
| Amazon | 13.8k | 1.2k | 23 | Multiclass | Product Review |
| 26.6k | 2.3k | 45 | Multiclass | Web Post | |
| SST-2 | 6.9k | 1.8k | 2 | Multiclass | Movie Review |
Please see the subfolders on the ./datasets directory for attribute information.
See gen_train_data for details,
See train_classifier for details,
run_amazon.sh
run_reddit.sh
run_sst.sh