Measuring Fairness of Text Classifiers via Prediction Sensitivity

Satyapriya Krishna, Rahul Gupta, Apurv Verma, Jwala Dhamala, Yada Pruksachatkun, Kai-Wei Chang. Measuring Fairness of Text Classifiers via Prediction Sensitivity. In Smaranda Muresan, Preslav Nakov, Aline Villavicencio, editors, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022. pages 5830-5842, Association for Computational Linguistics, 2022. [doi]

@inproceedings{KrishnaGVDPC22,
  title = {Measuring Fairness of Text Classifiers via Prediction Sensitivity},
  author = {Satyapriya Krishna and Rahul Gupta and Apurv Verma and Jwala Dhamala and Yada Pruksachatkun and Kai-Wei Chang},
  year = {2022},
  url = {https://aclanthology.org/2022.acl-long.401},
  researchr = {https://researchr.org/publication/KrishnaGVDPC22},
  cites = {0},
  citedby = {0},
  pages = {5830-5842},
  booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022},
  editor = {Smaranda Muresan and Preslav Nakov and Aline Villavicencio},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-955917-21-6},
}