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128 Publications
2025 | Journal Article | LibreCat-ID: 59756
Trust, distrust, and appropriate reliance in (X)AI: A conceptual clarification of user trust and survey of its empirical evaluation
R. Visser, T.M. Peters, I. Scharlau, B. Hammer, Cognitive Systems Research (2025).
LibreCat
| DOI
R. Visser, T.M. Peters, I. Scharlau, B. Hammer, Cognitive Systems Research (2025).
2025 | Conference Paper | LibreCat-ID: 59999
Speech Synthesis along Perceptual Voice Quality Dimensions
F. Rautenberg, M. Kuhlmann, F. Seebauer, J. Wiechmann, P. Wagner, R. Haeb-Umbach, in: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2025.
LibreCat
| DOI
F. Rautenberg, M. Kuhlmann, F. Seebauer, J. Wiechmann, P. Wagner, R. Haeb-Umbach, in: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2025.
2025 | Journal Article | LibreCat-ID: 59755
Interacting with fallible AI: Is distrust helpful when receiving AI misclassifications?
T.M. Peters, I. Scharlau, Frontiers in Psychology 16 (2025).
LibreCat
| DOI
T.M. Peters, I. Scharlau, Frontiers in Psychology 16 (2025).
2025 | Book Chapter | LibreCat-ID: 61150 | 
A BFO-based ontological analysis of entities in Social XAI
M. Booshehri, H. Buschmeier, P. Cimiano, in: Proceedings of the 15th International Conference on Formal Ontology in Information Systems, IOS Press, 2025, pp. 255–268.
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M. Booshehri, H. Buschmeier, P. Cimiano, in: Proceedings of the 15th International Conference on Formal Ontology in Information Systems, IOS Press, 2025, pp. 255–268.
2025 | Conference Paper | LibreCat-ID: 61229
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
M. Muschalik, F. Fumagalli, P. Frazzetto, J. Strotherm, L. Hermes, A. Sperduti, E. Hüllermeier, B. Hammer, in: The Thirteenth International Conference on Learning Representations (ICLR), 2025.
LibreCat
M. Muschalik, F. Fumagalli, P. Frazzetto, J. Strotherm, L. Hermes, A. Sperduti, E. Hüllermeier, B. Hammer, in: The Thirteenth International Conference on Learning Representations (ICLR), 2025.
2025 | Conference Paper | LibreCat-ID: 61232
Explaining Outliers using Isolation Forest and Shapley Interactions
R. Visser, F. Fumagalli, E. Hüllermeier, B. Hammer, in: Proceedings of the European Symposium on Artificial Neural Networks (ESANN), 2025.
LibreCat
R. Visser, F. Fumagalli, E. Hüllermeier, B. Hammer, in: Proceedings of the European Symposium on Artificial Neural Networks (ESANN), 2025.
2025 | Conference Paper | LibreCat-ID: 61231
Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, J. Herbinger, in: Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR, 2025, pp. 5140–5148.
LibreCat
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, J. Herbinger, in: Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR, 2025, pp. 5140–5148.
2025 | Conference Abstract | LibreCat-ID: 61153
A BFO-based ontology of context for Social XAI
M. Booshehri, H. Buschmeier, P. Cimiano, in: Abstracts of the 3rd TRR 318 Conference: Contextualizing Explanations, 2025.
LibreCat
M. Booshehri, H. Buschmeier, P. Cimiano, in: Abstracts of the 3rd TRR 318 Conference: Contextualizing Explanations, 2025.
2025 | Conference Paper | LibreCat-ID: 61234 |
Investigating Co-Constructive Behavior of Large Language Models in Explanation Dialogues
L. Fichtel, M. Spliethöver, E. Hüllermeier, P. Jimenez, N. Klowait, S. Kopp, A.-C. Ngonga Ngomo, A. Robrecht, I. Scharlau, L. Terfloth, A.-L. Vollmer, H. Wachsmuth, in: Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Association for Computational Linguistics, Avignon, France, n.d.
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| arXiv
L. Fichtel, M. Spliethöver, E. Hüllermeier, P. Jimenez, N. Klowait, S. Kopp, A.-C. Ngonga Ngomo, A. Robrecht, I. Scharlau, L. Terfloth, A.-L. Vollmer, H. Wachsmuth, in: Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Association for Computational Linguistics, Avignon, France, n.d.
2025 | Conference Paper | LibreCat-ID: 59856 |
Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection
M. Spliethöver, T. Knebler, F. Fumagalli, M. Muschalik, B. Hammer, E. Hüllermeier, H. Wachsmuth, in: L. Chiruzzo, A. Ritter, L. Wang (Eds.), 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), Association for Computational Linguistics, Albuquerque, New Mexico, 2025, pp. 2421–2449.
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M. Spliethöver, T. Knebler, F. Fumagalli, M. Muschalik, B. Hammer, E. Hüllermeier, H. Wachsmuth, in: L. Chiruzzo, A. Ritter, L. Wang (Eds.), 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), Association for Computational Linguistics, Albuquerque, New Mexico, 2025, pp. 2421–2449.
2025 | Book (Editor) | LibreCat-ID: 61178 |
SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue
N. Ilinykh, A. Robrecht, S. Kopp, H. Buschmeier, eds., SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue, Bielefeld, Germany, 2025.
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N. Ilinykh, A. Robrecht, S. Kopp, H. Buschmeier, eds., SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue, Bielefeld, Germany, 2025.
2025 | Conference Abstract | LibreCat-ID: 61243
The Dual Nature as a Local Context to Explore Verbal Behaviour in Game Explanations
J.B. Fisher, L. Terfloth, in: Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025), 2025.
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J.B. Fisher, L. Terfloth, in: Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025), 2025.
2025 | Preprint | LibreCat-ID: 61294
Higher Stakes, Healthier Trust? An Application-Grounded Approach to Assessing Healthy Trust in High-Stakes Human-AI Collaboration
D.S. Johnson, (2025).
LibreCat
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D.S. Johnson, (2025).
2025 | Conference Paper | LibreCat-ID: 61421
Implementing a computational cognitive process model of medical diagnostic reasoning
D. Battefeld, S. Kopp, in: Proceedings of KogWis 2025: Conference of the German Cognitive Science Society, 2025.
LibreCat
D. Battefeld, S. Kopp, in: Proceedings of KogWis 2025: Conference of the German Cognitive Science Society, 2025.
2025 | Conference Paper | LibreCat-ID: 61432 |
Manners Matter: Action history guides attention and repair choices during interaction
A. Singh, K.J. Rohlfing, in: IEEE International Conference on Development and Learning (ICDL), Prague, 2025.
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A. Singh, K.J. Rohlfing, in: IEEE International Conference on Development and Learning (ICDL), Prague, 2025.
2025 | Research Data | LibreCat-ID: 61429
MUNDEX Annotations
H. Buschmeier, A. Grimminger, P. Wagner, S.T. Lazarov, O. Türk, Y. Wang, MUNDEX Annotations, LibreCat University, 2025.
LibreCat
| DOI
H. Buschmeier, A. Grimminger, P. Wagner, S.T. Lazarov, O. Türk, Y. Wang, MUNDEX Annotations, LibreCat University, 2025.
2025 | Conference Paper | LibreCat-ID: 61401
Embedding Psycholinguistics: An Interactive Framework for Studying Language in Action
A. Singh, K.J. Rohlfing, in: 6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany, Bochum, 2025.
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A. Singh, K.J. Rohlfing, in: 6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany, Bochum, 2025.
2025 | Book Chapter | LibreCat-ID: 62305
Explainability and AI Governance
W. Reijers, T. Matzner, S. Alpsancar, in: M. Farina, X. Yu, J. Chen (Eds.), Digital Development. Technology, Ethics and Governance, Routledge, New York, 2025.
LibreCat
| DOI
W. Reijers, T. Matzner, S. Alpsancar, in: M. Farina, X. Yu, J. Chen (Eds.), Digital Development. Technology, Ethics and Governance, Routledge, New York, 2025.
2025 | Journal Article | LibreCat-ID: 61156 |
Forms of Understanding for XAI-Explanations
H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J.B. Fisher, A. Groß, I. Horwath, N. Klowait, S.T. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, Cognitive Systems Research 94 (2025).
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H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J.B. Fisher, A. Groß, I. Horwath, N. Klowait, S.T. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, Cognitive Systems Research 94 (2025).
2025 | Journal Article | LibreCat-ID: 60935 |
Contrastive Verbal Guidance: A Beneficial Context for Attention To Events and Their Memory?
A. Singh, K.J. Rohlfing, Cognitive Science 49 (2025).
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| PubMed | Europe PMC
A. Singh, K.J. Rohlfing, Cognitive Science 49 (2025).