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Publications

Displaying results 41 to 50 of 14742.

  1. Sriraam Natarajan; Saurabh Mathur; Sahil Sidheekh; Wolfgang Stammer; Kristian Kersting

    Human-in-the-loop or AI-in-the-loop? Automate or Collaborate?

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2412.14232, Pages 1-7, arXiv, 2024.

  2. Alexander Schultheis; Yannis Bertrand; Joscha Grüger; Lukas Malburg; Ralph Bergmann; Estefanía Serral Asensio

    Case-based Data Quality Management for IoT Logs: A Case Study Focusing on Detection of Data Quality Issues

    In: Amiya Nayak (Hrsg.). IoT, Vol. 6, No. 4, MDPI, 10/2025.

  3. David Steinmann; Felix Divo; Maurice Kraus; Antonia Wüst; Lukas Struppek; Felix Friedrich; Kristian Kersting

    Navigating Shortcuts, Spurious Correlations, and Confounders: From Origins via Detection to Mitigation

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2412.05152, Pages 1-31, arXiv, 2024.

  4. Arseny Skryagin; Felix Divo; Mohammad Amin Ali; Devendra Singh Dhami; Kristian Kersting

    Graph Neural Networks Need Cluster-Normalize-Activate Modules

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2412.04064, Pages 1-17, arXiv, 2024.

  5. Ruben Härle; Felix Friedrich; Manuel Brack; Björn Deiseroth; Patrick Schramowski; Kristian Kersting

    SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2411.07122, Pages 1-11, arXiv, 2024.

  6. Tobias Wirth; Mihai Maftei; Hartmut Hilpert; Lisa-Marie Goltz; Iris Merget

    KI für eine sichere Gesellschaft

    In: Maximilian Wanderwitz. Risikoanalyse Künstliche Intelligenz. Pages 381-421, ISBN 978-3-662-72661-7, Springer Berlin Heidelberg, Berlin, Heidelberg, 2026.

  7. Yaxu Xie; Abdalla Elsayed Abdou Elsayed Mohamed Arafa; Alireza Javanmardi; Christen Millerdurai; Jia Cheng Hu; Shaoxiang Wang; Alain Pagani; Didier Stricker

    ReLaGS: Relational Language Gaussian Splatting

    In: Proc. of. International Conference on Computer Vision and Pattern Recognition (CVPR-2026), IEEE/CVF, 2026.

  8. Daniil Gurgurov; Michal Gregor; Josef van Genabith; Simon Ostermann

    On Multilingual Encoder Language Model Compression for Low-Resource Languages

    In: Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics. International Joint Conference on Natural Language Processing & Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL-2025), December 20-24, Mumbai, India, The Asian Federation of Natural Language Processing and The Association for Computational Linguistics, 12/2025.

  9. Daniil Gurgurov; Katharina Trinley; Ivan Vykopal; Josef van Genabith; Simon Ostermann; Roberto Zamparelli

    Multilingual Political Views of Large Language Models: Identification and Steering

    In: Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics. International Joint Conference on Natural Language Processing & Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL-2025), December 20-24, Mumbai, India, The Asian Federation of Natural Language Processing and The Association for Computational Linguistics, Mumbai, India, 12/2025.

  10. Daniil Gurgurov; Katharina Trinley; Yusser Al Ghussin; Tanja Bäumel; Josef van Genabith; Simon Ostermann

    Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation

    In: Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics. International Joint Conference on Natural Language Processing & Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL-2025), December 20-24, Mumbai, India, Pages 2911-2937, ISBN 979-8-89176-298-5, The Asian Federation of Natural Language Processing and The Association for Computational Linguistics, 12/2025.

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