Proceedings of the Third Workshop on Privacy in Natural Language Processing

Proceedings of the Third Workshop on Privacy in Natural Language Processing Oluwaseyi Feyisetan editor Sepideh Ghanavati editor Shervin Malmasi editor Patricia Thaine editor 2021-06 Association for Computational Linguistics Online text conference publication privatenlp-2021-privacy https://aclanthology.org/2021.privatenlp-1.0/ Understanding Unintended Memorization in Language Models Under Federated Learning Om Dipakbhai Thakkar author Swaroop Ramaswamy author Rajiv Mathews author Francoise Beaufays author 2021-06 text Proceedings of the Third Workshop on Privacy in Natural Language Processing Oluwaseyi Feyisetan editor Sepideh Ghanavati editor Shervin Malmasi editor Patricia Thaine editor Association for Computational Linguistics Online conference publication thakkar-etal-2021-understanding 10.18653/v1/2021.privatenlp-1.1 https://aclanthology.org/2021.privatenlp-1.1/ 2021-06 1 10 On a Utilitarian Approach to Privacy Preserving Text Generation Zekun Xu author Abhinav Aggarwal author Oluwaseyi Feyisetan author Nathanael Teissier author 2021-06 text Proceedings of the Third Workshop on Privacy in Natural Language Processing Oluwaseyi Feyisetan editor Sepideh Ghanavati editor Shervin Malmasi editor Patricia Thaine editor Association for Computational Linguistics Online conference publication xu-etal-2021-utilitarian 10.18653/v1/2021.privatenlp-1.2 https://aclanthology.org/2021.privatenlp-1.2/ 2021-06 11 20 Learning and Evaluating a Differentially Private Pre-trained Language Model Shlomo Hoory author Amir Feder author Avichai Tendler author Alon Cohen author Sofia Erell author Itay Laish author Hootan Nakhost author Uri Stemmer author Ayelet Benjamini author Avinatan Hassidim author Yossi Matias author 2021-06 text Proceedings of the Third Workshop on Privacy in Natural Language Processing Oluwaseyi Feyisetan editor Sepideh Ghanavati editor Shervin Malmasi editor Patricia Thaine editor Association for Computational Linguistics Online conference publication hoory-etal-2021-learning 10.18653/v1/2021.privatenlp-1.3 https://aclanthology.org/2021.privatenlp-1.3/ 2021-06 21 29 An Investigation towards Differentially Private Sequence Tagging in a Federated Framework Abhik Jana author Chris Biemann author 2021-06 text Proceedings of the Third Workshop on Privacy in Natural Language Processing Oluwaseyi Feyisetan editor Sepideh Ghanavati editor Shervin Malmasi editor Patricia Thaine editor Association for Computational Linguistics Online conference publication jana-biemann-2021-investigation 10.18653/v1/2021.privatenlp-1.4 https://aclanthology.org/2021.privatenlp-1.4/ 2021-06 30 35 A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated Learning Rajitha Hathurusinghe author Isar Nejadgholi author Miodrag Bolic author 2021-06 text Proceedings of the Third Workshop on Privacy in Natural Language Processing Oluwaseyi Feyisetan editor Sepideh Ghanavati editor Shervin Malmasi editor Patricia Thaine editor Association for Computational Linguistics Online conference publication hathurusinghe-etal-2021-privacy 10.18653/v1/2021.privatenlp-1.5 https://aclanthology.org/2021.privatenlp-1.5/ 2021-06 36 45 Using Confidential Data for Domain Adaptation of Neural Machine Translation Sohyung Kim author Arianna Bisazza author Fatih Turkmen author 2021-06 text Proceedings of the Third Workshop on Privacy in Natural Language Processing Oluwaseyi Feyisetan editor Sepideh Ghanavati editor Shervin Malmasi editor Patricia Thaine editor Association for Computational Linguistics Online conference publication kim-etal-2021-using 10.18653/v1/2021.privatenlp-1.6 https://aclanthology.org/2021.privatenlp-1.6/ 2021-06 46 52 Private Text Classification with Convolutional Neural Networks Samuel Adams author David Melanson author Martine De Cock author 2021-06 text Proceedings of the Third Workshop on Privacy in Natural Language Processing Oluwaseyi Feyisetan editor Sepideh Ghanavati editor Shervin Malmasi editor Patricia Thaine editor Association for Computational Linguistics Online conference publication adams-etal-2021-private 10.18653/v1/2021.privatenlp-1.7 https://aclanthology.org/2021.privatenlp-1.7/ 2021-06 53 58