| # Model Overview | |
| This is a RoBERTa-Large QA Model trained from https://huggingface.co/roberta-large in two stages. First, it is trained on synthetic adversarial data generated using a BART-Large question generator on Wikipedia passages from SQuAD, and then it is trained on SQuAD and AdversarialQA (https://arxiv.org/abs/2002.00293) in a second stage of fine-tuning. | |
| # Data | |
| Training data: SQuAD + AdversarialQA | |
| Evaluation data: SQuAD + AdversarialQA | |
| # Training Process | |
| Approx. 1 training epoch on the synthetic data and 2 training epochs on the manually-curated data. | |
| # Additional Information | |
| Please refer to https://arxiv.org/abs/2104.08678 for full details. |