Fair NLP Models with Differentially Private Text Encoders

Gaurav Maheshwari 0004, Pascal Denis, Mikaela Keller, Aurélien Bellet. Fair NLP Models with Differentially Private Text Encoders. In Yoav Goldberg, Zornitsa Kozareva, Yue Zhang, editors, Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022. pages 6913-6930, Association for Computational Linguistics, 2022. [doi]

@inproceedings{0004DKB22,
  title = {Fair NLP Models with Differentially Private Text Encoders},
  author = {Gaurav Maheshwari 0004 and Pascal Denis and Mikaela Keller and Aurélien Bellet},
  year = {2022},
  url = {https://aclanthology.org/2022.findings-emnlp.514},
  researchr = {https://researchr.org/publication/0004DKB22},
  cites = {0},
  citedby = {0},
  pages = {6913-6930},
  booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
  editor = {Yoav Goldberg and Zornitsa Kozareva and Yue Zhang},
  publisher = {Association for Computational Linguistics},
}