README.md

metadata

license: cc-by-4.0

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}
}