%0 Conference Proceedings %T Proceedings of the Fourth Workshop on Privacy in Natural Language Processing %E Feyisetan, Oluwaseyi %E Ghanavati, Sepideh %E Thaine, Patricia %E Habernal, Ivan %E Mireshghallah, Fatemehsadat %D 2022 %8 July %I Association for Computational Linguistics %C Seattle, United States %F privatenlp-2022-privacy %U https://aclanthology.org/2022.privatenlp-1.0 %0 Conference Proceedings %T Differential Privacy in Natural Language Processing The Story So Far %A Klymenko, Oleksandra %A Meisenbacher, Stephen %A Matthes, Florian %Y Feyisetan, Oluwaseyi %Y Ghanavati, Sepideh %Y Thaine, Patricia %Y Habernal, Ivan %Y Mireshghallah, Fatemehsadat %S Proceedings of the Fourth Workshop on Privacy in Natural Language Processing %D 2022 %8 July %I Association for Computational Linguistics %C Seattle, United States %F klymenko-etal-2022-differential %R 10.18653/v1/2022.privatenlp-1.1 %U https://aclanthology.org/2022.privatenlp-1.1 %U https://doi.org/10.18653/v1/2022.privatenlp-1.1 %P 1-11 %0 Conference Proceedings %T The Impact of Differential Privacy on Group Disparity Mitigation %A Petren Bach Hansen, Victor %A Tejaswi Neerkaje, Atula %A Sawhney, Ramit %A Flek, Lucie %A Sogaard, Anders %Y Feyisetan, Oluwaseyi %Y Ghanavati, Sepideh %Y Thaine, Patricia %Y Habernal, Ivan %Y Mireshghallah, Fatemehsadat %S Proceedings of the Fourth Workshop on Privacy in Natural Language Processing %D 2022 %8 July %I Association for Computational Linguistics %C Seattle, United States %F petren-bach-hansen-etal-2022-impact %R 10.18653/v1/2022.privatenlp-1.2 %U https://aclanthology.org/2022.privatenlp-1.2 %U https://doi.org/10.18653/v1/2022.privatenlp-1.2 %P 12-12 %0 Conference Proceedings %T Privacy Leakage in Text Classification A Data Extraction Approach %A Elmahdy, Adel %A A. Inan, Huseyin %A Sim, Robert %Y Feyisetan, Oluwaseyi %Y Ghanavati, Sepideh %Y Thaine, Patricia %Y Habernal, Ivan %Y Mireshghallah, Fatemehsadat %S Proceedings of the Fourth Workshop on Privacy in Natural Language Processing %D 2022 %8 July %I Association for Computational Linguistics %C Seattle, United States %F elmahdy-etal-2022-privacy %R 10.18653/v1/2022.privatenlp-1.3 %U https://aclanthology.org/2022.privatenlp-1.3 %U https://doi.org/10.18653/v1/2022.privatenlp-1.3 %P 13-20 %0 Conference Proceedings %T Training Text-to-Text Transformers with Privacy Guarantees %A Ponomareva, Natalia %A Bastings, Jasmijn %A Vassilvitskii, Sergei %Y Feyisetan, Oluwaseyi %Y Ghanavati, Sepideh %Y Thaine, Patricia %Y Habernal, Ivan %Y Mireshghallah, Fatemehsadat %S Proceedings of the Fourth Workshop on Privacy in Natural Language Processing %D 2022 %8 July %I Association for Computational Linguistics %C Seattle, United States %F ponomareva-etal-2022-training-text %R 10.18653/v1/2022.privatenlp-1.4 %U https://aclanthology.org/2022.privatenlp-1.4 %U https://doi.org/10.18653/v1/2022.privatenlp-1.4 %P 21-21