Hu, Lijie, Ivan Habernal, Lei Shen, and Di Wang. “Differentially Private Natural Language Models: Recent Advances and Future Directions.” In Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024, edited by Yvette Graham and Matthew Purver, 478–499. Association for Computational Linguistics, 2024.

Igamberdiev, Timour, Doan Nam Long Vu, Felix Kuennecke, Zhuo Yu, Jannik Holmer, and Ivan Habernal. “DP-NMT: Scalable Differentially Private Machine Translation.” In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, edited by Nikolaos Aletras and Orphee De Clercq, 94–105. St. Julians, Malta: Association for Computational Linguistics, 2024.

Büttner, Marius, and Ivan Habernal. “Answering Legal Questions from Laymen in German Civil Law System.” In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), edited by Yvette Graham and Matthew Purver, 2015–2027. St. Julian’s, Malta: Association for Computational Linguistics, 2024.

Habernal, Ivan, Fatemehsadat Mireshghallah, Patricia Thaine, Sepideh Ghanavati, and Oluwaseyi Feyisetan. “Privacy-Preserving Natural Language Processing.”https://doi.org/10.18653/v1/2023.eacl-tutorials.6__In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: Tutorial Abstracts. Association for Computational Linguistics, 2023.https://doi.org/10.18653/v1/2023.eacl-tutorials.6 .

Matzken, Cleo, Steffen Eger, and Ivan Habernal. “Trade-Offs Between Fairness and Privacy in Language Modeling.”https://doi.org/10.18653/v1/2023.findings-acl.434__In Findings of the Association for Computational Linguistics: ACL 2023. Association for Computational Linguistics, 2023.https://doi.org/10.18653/v1/2023.findings-acl.434 .

Mouhammad, Nina, Johannes Daxenberger, Benjamin Schiller, and Ivan Habernal. “Crowdsourcing on Sensitive Data with Privacy-Preserving Text Rewriting.”https://doi.org/10.18653/v1/2023.law-1.8__In Proceedings of the 17th Linguistic Annotation Workshop (LAW-XVII). Association for Computational Linguistics, 2023.https://doi.org/10.18653/v1/2023.law-1.8 .

Yin, Ying, and Ivan Habernal. “Privacy-Preserving Models for Legal Natural Language Processing.”https://doi.org/10.18653/v1/2022.nllp-1.14__In Proceedings of the Natural Legal Language Processing Workshop 2022. Association for Computational Linguistics, 2023.https://doi.org/10.18653/v1/2022.nllp-1.14 .

Sawhney, Ramit, Atula Neerkaje, Ivan Habernal, and Lucie Flek. “How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications.”https://doi.org/10.1609/icwsm.v17i1.22186__Proceedings of the International AAAI Conference on Web and Social Media 17 (2023): 766–76.https://doi.org/10.1609/icwsm.v17i1.22186 .

Senge, Manuel, Timour Igamberdiev, and Ivan Habernal. “One Size Does Not Fit All: Investigating Strategies for Differentially-Private Learning across NLP Tasks.”https://doi.org/10.18653/v1/2022.emnlp-main.496__In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, 2023.https://doi.org/10.18653/v1/2022.emnlp-main.496 .

Igamberdiev, Timour, and Ivan Habernal. “DP-BART for Privatized Text Rewriting under Local Differential Privacy.”https://doi.org/10.18653/v1/2023.findings-acl.874__In Findings of the Association for Computational Linguistics: ACL 2023. Association for Computational Linguistics, 2023.https://doi.org/10.18653/v1/2023.findings-acl.874 .

Bongard, Leonard, Lena Held, and Ivan Habernal. “The Legal Argument Reasoning Task in Civil Procedure.”https://doi.org/10.18653/v1/2022.nllp-1.17__In Proceedings of the Natural Legal Language Processing Workshop 2022. Association for Computational Linguistics, 2023.https://doi.org/10.18653/v1/2022.nllp-1.17 .

Habernal, Ivan, Daniel Faber, Nicola Recchia, Sebastian Bretthauer, Iryna Gurevych, Indra Spiecker genannt Döhmann, and Christoph Burchard. “Mining Legal Arguments in Court Decisions.”https://doi.org/10.1007/s10506-023-09361-y__Artificial Intelligence and Law, 2023.https://doi.org/10.1007/s10506-023-09361-y .

Igamberdiev, Timour, Doan Nam Long Vu, Felix Künnecke, Zhuo Yu, Jannik Holmer, and Ivan Habernal. “DP-NMT: Scalable Differentially-Private Machine Translation,” 2023.

Held, Lena, and Ivan Habernal. “LaCour!: Enabling Research on Argumentation in Hearings of the European Court of Human Rights,” 2023.

Igamberdiev, Timour, and Ivan Habernal. “Privacy-Preserving Graph Convolutional Networks for Text Classification.” In Proceedings of the Thirteenth Language Resources and Evaluation Conference, 338–350. Marseille, France: European Language Resources Association, 2022.

Igamberdiev, Timour, Thomas Arnold, and Ivan Habernal. “DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting.” In Proceedings of the 29th International Conference on Computational Linguistics, 2927–2933. Gyeongju, Republic of Korea: International Committee on Computational Linguistics, 2022.

Habernal, Ivan. “How Reparametrization Trick Broke Differentially-Private Text Representation Learning.”https://doi.org/10.18653/v1/2022.acl-short.87__In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). Association for Computational Linguistics, 2022.https://doi.org/10.18653/v1/2022.acl-short.87 .

Habernal, Ivan. “When Differential Privacy Meets NLP: The Devil Is in the Detail.”https://doi.org/10.18653/v1/2021.emnlp-main.114__In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, 2021.https://doi.org/10.18653/v1/2021.emnlp-main.114 .

Glockner, Max, Ivan Habernal, and Iryna Gurevych. “Why Do You Think That? Exploring Faithful Sentence-Level Rationales Without Supervision.”https://doi.org/10.18653/v1/2020.findings-emnlp.97__In Findings of the Association for Computational Linguistics: EMNLP 2020. Association for Computational Linguistics, 2020.https://doi.org/10.18653/v1/2020.findings-emnlp.97 .

Habernal, Ivan, Henning Wachsmuth, Iryna Gurevych, and Benno Stein. “The Argument Reasoning Comprehension Task: Identification and            Reconstruction of Implicit Warrants.”https://doi.org/10.18653/v1/n18-1175__In Proceedings of the 2018 Conference of the North American Chapter of          the Association for Computational Linguistics: Human Language          Technologies, Volume 1 (Long Papers). Association for Computational Linguistics, 2018.https://doi.org/10.18653/v1/n18-1175 .