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regardv3
sasha/regardv3
regardv3 is a text classification model from sasha. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-4.0.
This model is the result of a project entitled Towards Controllable Biases in Language Generation. It consists of a BERT classifier (no ensemble) trained on 1.7K samples of biased language.
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- cc-by-4.0
- Model type
- bert
- Access
- Public
- Created
- Aug 17, 2022
- Updated
- Aug 17, 2022
- SHA
- 9232a1d0
Try a prompt
Model card
From the Hugging Face model README
BERT Regard classification model
This model is the result of a project entitled Towards Controllable Biases in Language Generation. It consists of a BERT classifier (no ensemble) trained on 1.7K samples of biased language.
Regard measures language polarity towards and social perceptions of a demographic (compared to sentiment, which only measures overall language polarity).
BibTeX entry and citation info
@article{sheng2019woman,
title={The woman worked as a babysitter: On biases in language generation},
author={Sheng, Emily and Chang, Kai-Wei and Natarajan, Premkumar and Peng, Nanyun},
journal={arXiv preprint arXiv:1909.01326},
year={2019}
}
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- cc-by-4.0
- Created
- Aug 17, 2022
- Updated
- Aug 17, 2022