%0 Conference Proceedings %T Proceedings of the Third Workshop on Privacy in Natural Language Processing %E Feyisetan, Oluwaseyi %E Ghanavati, Sepideh %E Malmasi, Shervin %E Thaine, Patricia %D 2021 %8 June %I Association for Computational Linguistics %C Online %F privatenlp-2021-privacy %U https://aclanthology.org/2021.privatenlp-1.0 %0 Conference Proceedings %T Understanding Unintended Memorization in Language Models Under Federated Learning %A Thakkar, Om Dipakbhai %A Ramaswamy, Swaroop %A Mathews, Rajiv %A Beaufays, Francoise %Y Feyisetan, Oluwaseyi %Y Ghanavati, Sepideh %Y Malmasi, Shervin %Y Thaine, Patricia %S Proceedings of the Third Workshop on Privacy in Natural Language Processing %D 2021 %8 June %I Association for Computational Linguistics %C Online %F thakkar-etal-2021-understanding %R 10.18653/v1/2021.privatenlp-1.1 %U https://aclanthology.org/2021.privatenlp-1.1 %U https://doi.org/10.18653/v1/2021.privatenlp-1.1 %P 1-10 %0 Conference Proceedings %T On a Utilitarian Approach to Privacy Preserving Text Generation %A Xu, Zekun %A Aggarwal, Abhinav %A Feyisetan, Oluwaseyi %A Teissier, Nathanael %Y Feyisetan, Oluwaseyi %Y Ghanavati, Sepideh %Y Malmasi, Shervin %Y Thaine, Patricia %S Proceedings of the Third Workshop on Privacy in Natural Language Processing %D 2021 %8 June %I Association for Computational Linguistics %C Online %F xu-etal-2021-utilitarian %R 10.18653/v1/2021.privatenlp-1.2 %U https://aclanthology.org/2021.privatenlp-1.2 %U https://doi.org/10.18653/v1/2021.privatenlp-1.2 %P 11-20 %0 Conference Proceedings %T Learning and Evaluating a Differentially Private Pre-trained Language Model %A Hoory, Shlomo %A Feder, Amir %A Tendler, Avichai %A Cohen, Alon %A Erell, Sofia %A Laish, Itay %A Nakhost, Hootan %A Stemmer, Uri %A Benjamini, Ayelet %A Hassidim, Avinatan %A Matias, Yossi %Y Feyisetan, Oluwaseyi %Y Ghanavati, Sepideh %Y Malmasi, Shervin %Y Thaine, Patricia %S Proceedings of the Third Workshop on Privacy in Natural Language Processing %D 2021 %8 June %I Association for Computational Linguistics %C Online %F hoory-etal-2021-learning %R 10.18653/v1/2021.privatenlp-1.3 %U https://aclanthology.org/2021.privatenlp-1.3 %U https://doi.org/10.18653/v1/2021.privatenlp-1.3 %P 21-29 %0 Conference Proceedings %T An Investigation towards Differentially Private Sequence Tagging in a Federated Framework %A Jana, Abhik %A Biemann, Chris %Y Feyisetan, Oluwaseyi %Y Ghanavati, Sepideh %Y Malmasi, Shervin %Y Thaine, Patricia %S Proceedings of the Third Workshop on Privacy in Natural Language Processing %D 2021 %8 June %I Association for Computational Linguistics %C Online %F jana-biemann-2021-investigation %R 10.18653/v1/2021.privatenlp-1.4 %U https://aclanthology.org/2021.privatenlp-1.4 %U https://doi.org/10.18653/v1/2021.privatenlp-1.4 %P 30-35 %0 Conference Proceedings %T A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated Learning %A Hathurusinghe, Rajitha %A Nejadgholi, Isar %A Bolic, Miodrag %Y Feyisetan, Oluwaseyi %Y Ghanavati, Sepideh %Y Malmasi, Shervin %Y Thaine, Patricia %S Proceedings of the Third Workshop on Privacy in Natural Language Processing %D 2021 %8 June %I Association for Computational Linguistics %C Online %F hathurusinghe-etal-2021-privacy %R 10.18653/v1/2021.privatenlp-1.5 %U https://aclanthology.org/2021.privatenlp-1.5 %U https://doi.org/10.18653/v1/2021.privatenlp-1.5 %P 36-45 %0 Conference Proceedings %T Using Confidential Data for Domain Adaptation of Neural Machine Translation %A Kim, Sohyung %A Bisazza, Arianna %A Turkmen, Fatih %Y Feyisetan, Oluwaseyi %Y Ghanavati, Sepideh %Y Malmasi, Shervin %Y Thaine, Patricia %S Proceedings of the Third Workshop on Privacy in Natural Language Processing %D 2021 %8 June %I Association for Computational Linguistics %C Online %F kim-etal-2021-using %R 10.18653/v1/2021.privatenlp-1.6 %U https://aclanthology.org/2021.privatenlp-1.6 %U https://doi.org/10.18653/v1/2021.privatenlp-1.6 %P 46-52 %0 Conference Proceedings %T Private Text Classification with Convolutional Neural Networks %A Adams, Samuel %A Melanson, David %A De Cock, Martine %Y Feyisetan, Oluwaseyi %Y Ghanavati, Sepideh %Y Malmasi, Shervin %Y Thaine, Patricia %S Proceedings of the Third Workshop on Privacy in Natural Language Processing %D 2021 %8 June %I Association for Computational Linguistics %C Online %F adams-etal-2021-private %R 10.18653/v1/2021.privatenlp-1.7 %U https://aclanthology.org/2021.privatenlp-1.7 %U https://doi.org/10.18653/v1/2021.privatenlp-1.7 %P 53-58