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roberta-large-synqa
mbartolo/roberta-large-synqa
roberta-large-synqa is a question answering model from mbartolo. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as apache-2.0.
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 passage…
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At a glance
- Task
- Question Answering
- Library
- transformers
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jul 25, 2022
- SHA
- 1ae8322f
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Model card
From the Hugging Face model README
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.
- Task
- Question Answering
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Languages
- en
- Created
- Mar 2, 2022
- Updated
- Jul 25, 2022