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license |
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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.
Regard measures language polarity towards and social perceptions of a demographic (compared to sentiment, which only measures overall language polarity).
@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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