| | --- |
| | license: cc-by-4.0 |
| | --- |
| | |
| | # BERT Regard classification model |
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| | This model is the result of a project entitled [Towards Controllable Biases in Language Generation](https://github.com/ewsheng/controllable-nlg-biases). It consists of a BERT classifier (no ensemble) trained on 1.7K samples of biased language. |
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| | *Regard* measures language polarity towards and social perceptions of a demographic (compared to sentiment, which only measures overall language polarity). |
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| | ### BibTeX entry and citation info |
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|
| | ```bibtex |
| | @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} |
| | } |
| | ``` |
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|
