Trade-Offs Between Fairness and Privacy in Language Modeling (2023)
Authors: Cleo Matzken, Steffen Eger, Ivan Habernal
Published at: Proceedings of the Annual Meeting of the Association for Computational Linguistics
DP-BART for Privatized Text Rewriting under Local Differential Privacy (2023)
Authors: Timour Igamberdiev, Ivan Habernal
Published at: Proceedings of the Annual Meeting of the Association for Computational Linguistics
Crowdsourcing on Sensitive Data with Privacy-Preserving Text Rewriting (2023)
Authors: Nina Mouhammad, Johannes Daxenberger, Benjamin Schiller, Ivan Habernal
Published at: Proceedings of the Annual Meeting of the Association for Computational Linguistics
Mining legal arguments in court decisions (2023)
Authors: Ivan Habernal, Daniel Faber, Nicola Recchia, Sebastian Bretthauer, Iryna Gurevych, Indra Spiecker genannt Döhmann, Christoph Burchard
Published at: Artificial Intelligence and Law
DOI: 10.1007/s10506-023-09361-y
Tutorial on Privacy-Preserving Natural Language Processing (2023)
Authors: Ivan Habernal, Fatemehsadat Mireshghallah, Patricia Thaine, Sepideh Ghanavati, Oluwaseyi Feyisetan
Published at: EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of Tutorial Abstracts
Privacy-Preserving Models for Legal Natural Language Processing (2022)
Authors: Ying Yin, Ivan Habernal
Published at: NLLP 2022 - Natural Legal Language Processing Workshop 2022, Proceedings of the Workshop
The Legal Argument Reasoning Task in Civil Procedure (2022)
Authors: Leonard Bongard, Lena Held, Ivan Habernal
Published at: NLLP 2022 - Natural Legal Language Processing Workshop 2022, Proceedings of the Workshop
One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks (2022)
Authors: Manuel Senge, Timour Igamberdiev, Ivan Habernal
Published at: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022
DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting (2022)
Authors: Timour Igamberdiev, Thomas Arnold, Ivan Habernal
Published at: Proceedings - International Conference on Computational Linguistics, COLING (Volume: 29)
Privacy-Preserving Graph Convolutional Networks for Text Classification (2022)
Authors: Timour Igamberdiev, Ivan Habernal
Published at: 2022 Language Resources and Evaluation Conference, LREC 2022