Proceedings of the Fourth Workshop on Privacy in Natural Language Processing

Proceedings of the Fourth Workshop on Privacy in Natural Language Processing Oluwaseyi Feyisetan editor Sepideh Ghanavati editor Patricia Thaine editor Ivan Habernal editor Fatemehsadat Mireshghallah editor 2022-07 Association for Computational Linguistics Seattle, United States text conference publication privatenlp-2022-privacy https://aclanthology.org/2022.privatenlp-1.0/ Differential Privacy in Natural Language Processing: The Story So Far Oleksandra Klymenko author Stephen Meisenbacher author Florian Matthes author 2022-07 text Proceedings of the Fourth Workshop on Privacy in Natural Language Processing Oluwaseyi Feyisetan editor Sepideh Ghanavati editor Patricia Thaine editor Ivan Habernal editor Fatemehsadat Mireshghallah editor Association for Computational Linguistics Seattle, United States conference publication klymenko-etal-2022-differential 10.18653/v1/2022.privatenlp-1.1 https://aclanthology.org/2022.privatenlp-1.1/ 2022-07 1 11 The Impact of Differential Privacy on Group Disparity Mitigation Victor Petren Bach Hansen author Atula Tejaswi Neerkaje author Ramit Sawhney author Lucie Flek author Anders Sogaard author 2022-07 text Proceedings of the Fourth Workshop on Privacy in Natural Language Processing Oluwaseyi Feyisetan editor Sepideh Ghanavati editor Patricia Thaine editor Ivan Habernal editor Fatemehsadat Mireshghallah editor Association for Computational Linguistics Seattle, United States conference publication petren-bach-hansen-etal-2022-impact 10.18653/v1/2022.privatenlp-1.2 https://aclanthology.org/2022.privatenlp-1.2/ 2022-07 12 12 Privacy Leakage in Text Classification A Data Extraction Approach Adel Elmahdy author Huseyin A. Inan author Robert Sim author 2022-07 text Proceedings of the Fourth Workshop on Privacy in Natural Language Processing Oluwaseyi Feyisetan editor Sepideh Ghanavati editor Patricia Thaine editor Ivan Habernal editor Fatemehsadat Mireshghallah editor Association for Computational Linguistics Seattle, United States conference publication elmahdy-etal-2022-privacy 10.18653/v1/2022.privatenlp-1.3 https://aclanthology.org/2022.privatenlp-1.3/ 2022-07 13 20 Training Text-to-Text Transformers with Privacy Guarantees Natalia Ponomareva author Jasmijn Bastings author Sergei Vassilvitskii author 2022-07 text Proceedings of the Fourth Workshop on Privacy in Natural Language Processing Oluwaseyi Feyisetan editor Sepideh Ghanavati editor Patricia Thaine editor Ivan Habernal editor Fatemehsadat Mireshghallah editor Association for Computational Linguistics Seattle, United States conference publication ponomareva-etal-2022-training-text 10.18653/v1/2022.privatenlp-1.4 https://aclanthology.org/2022.privatenlp-1.4/ 2022-07 21 21