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123 Publications
2025 | Book Chapter | LibreCat-ID: 61150 | 
Booshehri, Meisam, Hendrik Buschmeier, and Philipp Cimiano. “A BFO-Based Ontological Analysis of Entities in Social XAI.” In Proceedings of the 15th International Conference on Formal Ontology in Information Systems, 255–268. IOS Press, 2025. https://doi.org/10.3233/faia250498.
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2025 | Conference Paper | LibreCat-ID: 61229
Muschalik, Maximilian, Fabian Fumagalli, Paolo Frazzetto, Janine Strotherm, Luca Hermes, Alessandro Sperduti, Eyke Hüllermeier, and Barbara Hammer. “Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks.” In The Thirteenth International Conference on Learning Representations (ICLR), 2025.
LibreCat
2025 | Conference Paper | LibreCat-ID: 61232
Visser, Roel, Fabian Fumagalli, Eyke Hüllermeier, and Barbara Hammer. “Explaining Outliers Using Isolation Forest and Shapley Interactions.” In Proceedings of the European Symposium on Artificial Neural Networks (ESANN), 2025.
LibreCat
2025 | Conference Paper | LibreCat-ID: 61231
Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, Barbara Hammer, and Julia Herbinger. “Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory.” In Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS), 258:5140–48. Proceedings of Machine Learning Research. PMLR, 2025.
LibreCat
2025 | Conference Abstract | LibreCat-ID: 61153
Booshehri, Meisam, Hendrik Buschmeier, and Philipp Cimiano. “A BFO-Based Ontology of Context for Social XAI.” In Abstracts of the 3rd TRR 318 Conference: Contextualizing Explanations, 2025.
LibreCat
2025 | Conference Paper | LibreCat-ID: 61234 |
Fichtel, Leandra, Maximilian Spliethöver, Eyke Hüllermeier, Patricia Jimenez, Nils Klowait, Stefan Kopp, Axel-Cyrille Ngonga Ngomo, et al. “Investigating Co-Constructive Behavior of Large Language Models in Explanation Dialogues.” In Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue. Avignon, France: Association for Computational Linguistics, n.d.
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2025 | Conference Paper | LibreCat-ID: 59856 |
Spliethöver, Maximilian, Tim Knebler, Fabian Fumagalli, Maximilian Muschalik, Barbara Hammer, Eyke Hüllermeier, and Henning Wachsmuth. “Adaptive Prompting: Ad-Hoc Prompt Composition for Social Bias Detection.” In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), edited by Luis Chiruzzo, Alan Ritter, and Lu Wang, 2421–2449. Albuquerque, New Mexico: Association for Computational Linguistics, 2025.
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2025 | Book (Editor) | LibreCat-ID: 61178 |
Ilinykh, Nikolai, Amelie Robrecht, Stefan Kopp, and Hendrik Buschmeier, eds. SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue. Proceedings (SemDial). Bielefeld, Germany, 2025.
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2025 | Conference Abstract | LibreCat-ID: 61243
Fisher, Josephine Beryl, and Lutz Terfloth. “The Dual Nature as a Local Context to Explore Verbal Behaviour in Game Explanations.” In Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025), 2025.
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2025 | Preprint | LibreCat-ID: 61294
Johnson, David S. “Higher Stakes, Healthier Trust? An Application-Grounded Approach to Assessing Healthy Trust in High-Stakes Human-AI Collaboration,” 2025.
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2025 | Conference Paper | LibreCat-ID: 61421
Battefeld, Dominik, and Stefan Kopp. “Implementing a Computational Cognitive Process Model of Medical Diagnostic Reasoning.” In Proceedings of KogWis 2025: Conference of the German Cognitive Science Society, 2025.
LibreCat
2025 | Conference Paper | LibreCat-ID: 61432 |
Singh, Amit, and Katharina J. Rohlfing. “Manners Matter: Action History Guides Attention and Repair Choices during Interaction.” In IEEE International Conference on Development and Learning (ICDL). Prague, 2025. https://doi.org/10.31234/osf.io/yn2we_v1.
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2025 | Research Data | LibreCat-ID: 61429
Buschmeier, Hendrik, Angela Grimminger, Petra Wagner, Stefan Teodorov Lazarov, Olcay Türk, and Yu Wang. MUNDEX Annotations. LibreCat University, 2025. https://doi.org/10.5281/ZENODO.17129817.
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2025 | Conference Paper | LibreCat-ID: 61401
Singh, Amit, and Katharina J. Rohlfing. “Embedding Psycholinguistics: An Interactive Framework for Studying Language in Action.” In 6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany. Bochum, 2025. https://doi.org/10.17605/OSF.IO/8PR23.
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2025 | Book Chapter | LibreCat-ID: 62305
Reijers, Wessel, Tobias Matzner, and Suzana Alpsancar. “Explainability and AI Governance.” In Digital Development. Technology, Ethics and Governance, edited by Mirko Farina, Xiao Yu, and Jin Chen. New York: Routledge, 2025. https://doi.org/10.4324/9781003567622-22.
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2025 | Journal Article | LibreCat-ID: 61156 |
Buschmeier, Hendrik, Heike M. Buhl, Friederike Kern, Angela Grimminger, Helen Beierling, Josephine Beryl Fisher, André Groß, et al. “Forms of Understanding for XAI-Explanations.” Cognitive Systems Research 94 (2025). https://doi.org/10.1016/j.cogsys.2025.101419.
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2024 | Conference Abstract | LibreCat-ID: 53069 |
Banh, Ngoc Chi, and Ingrid Scharlau. “Effects of Task Difficulty on Visual Processing Speed,” 2024.
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2024 | Conference Paper | LibreCat-ID: 54889 |
Stratmann, Lukas, Ngoc Chi Banh, Ingrid Scharlau, and Falko Dressler. “Safety Assistance Systems for Bicyclists: Toward Empirical Studies of the Dooring Problem.” In ACM Symposium on Principles of Distributed Computing (PODC 2024), Advanced Tools, Programming Languages, and PLatforms for Implementing and Evaluating Algorithms for Distributed Systems (ApPLIED 2024). Nantes, France: Association for Computing Machinery (ACM), 2024. https://doi.org/10.1145/3663338.3665831.
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2024 | Journal Article | LibreCat-ID: 54911
Heid, Stefan, Jonas Manuel Hanselle, Johannes Fürnkranz, and Eyke Hüllermeier. “Learning Decision Catalogues for Situated Decision Making: The Case of Scoring Systems.” International Journal of Approximate Reasoning 171 (2024). https://doi.org/10.1016/j.ijar.2024.109190.
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