Ivan Habernal

Ivan Habernal

ivan.habernal@uni-paderborn.de
Institution: Paderborn University
Department: Department of Computer Science
Position: Head of the Natural Language Processing Group
https://www.trusthlt.org/
We focus on trustworthy human language technologies.

Privacy-preserving natural language processing, legal natural language processing, trustworthy models

  • Mining legal arguments in court decisions (2024)

    Authors: Ivan Habernal, Daniel Faber, Nicola Recchia, Sebastian Bretthauer, Iryna Gurevych, Indra Spiecker genannt Döhmann, Christoph Burchard

    Published at: Artificial Intelligence and Law (Volume: 32)
    DOI: 10.1007/s10506-023-09361-y

  • To Share or Not to Share: What Risks Would Laypeople Accept to Give Sensitive Data to Differentially-Private NLP Systems? (2024)

    Authors: Christopher Weiss, Frauke Kreuter, Ivan Habernal

    Published at: 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings

  • Answering legal questions from laymen in German civil law system (2024)

    Authors: Marius Büttner, Ivan Habernal

    Published at: EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference (Volume: 1)

  • DP-NMT: Scalable Differentially-Private Machine Translation (2024)

    Authors: Timour Igamberdiev, Doan Nam Long Vu, Felix Künnecke, Zhuo Yu, Jannik Holmer, Ivan Habernal

    Published at: EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of System Demonstrations

  • Differentially Private Natural Language Models: Recent Advances and Future Directions (2024)

    Authors: Lijie Hu, Ivan Habernal, Lei Shen, Di Wang

    Published at: EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024

  • Trade-Offs Between Fairness and Privacy in Language Modeling (2023)

    Authors:

    Published at: Proceedings of the Annual Meeting of the Association for Computational Linguistics
    DOI: 10.18653/v1/2023.findings-acl.434

  • 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
    DOI: 10.18653/v1/2023.law-1.8

  • 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