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116 Publications
2023 | Conference Paper | LibreCat-ID: 55152
Robrecht, Amelie, Markus Rothgänger, and Stefan Kopp. “A Study on the Benefits and Drawbacks of Adaptivity in AI-Generated Explanations.” In Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents. ACM, 2023. https://doi.org/10.1145/3570945.3607339.
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2023 | Conference Paper | LibreCat-ID: 55406
Sengupta, Meghdut, Milad Alshomary, Ingrid Scharlau, and Henning Wachsmuth. “Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms.” In Findings of the Association for Computational Linguistics: EMNLP 2023, edited by Houda Bouamor, Juan Pino, and Kalika Bali, 4636–4659. Singapore: Association for Computational Linguistics, 2023. https://doi.org/10.18653/v1/2023.findings-emnlp.308.
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2023 | Conference Paper | LibreCat-ID: 51767
Beer, Fabian , and Christian Schulz. “The Return of Black Box Theory in Explainable AI.” In 4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9, n.d.
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2023 | Conference Paper | LibreCat-ID: 51766
Schulz, Christian, and Annedore Wilmes . “Vernacular Metaphors of AI .” ICA Preconference Workshop “History of Digital Metaphors”, University of Toronto, May 25 , n.d.
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2023 | Conference Paper | LibreCat-ID: 46067 | 
Singh, Amit, and Katharina J. Rohlfing. “Contrastiveness in the Context of Action Demonstration: An Eye-Tracking Study on Its Effects on Action Perception and Action Recall.” In Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45). Sydney, Australia: Cognitive Science Society, 2023.
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2023 | Conference Paper | LibreCat-ID: 56477
Liedeker, Felix, and Philipp Cimiano. “A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations,” 2023.
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2023 | Conference Abstract | LibreCat-ID: 56478
Liedeker, Felix, and Philipp Cimiano. “Dynamic Feature Selection in AI-Based Diagnostic Decision Support for Epilepsy,” 2023.
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2023 | Conference Paper | LibreCat-ID: 51367
Robrecht, Amelie, and Stefan Kopp. “SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation.” In Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 48–58. SCITEPRESS - Science and Technology Publications, 2023. https://doi.org/10.5220/0011671300003393.
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2023 | Conference Paper | LibreCat-ID: 55156
Fisher, Josephine Beryl, Amelie Robrecht, Stefan Kopp, and Katharina J. Rohlfing. “Exploring the Semantic Dialogue Patterns of Explanations – a Case Study of Game Explanations.” In Proceedings of the 27th Workshop on the Semantics and Pragmatics of Dialogue , 2023.
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2023 | Journal Article | LibreCat-ID: 50262
Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning 112, no. 12 (2023): 4863–4903. https://doi.org/10.1007/s10994-023-06385-y.
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2023 | Conference Paper | LibreCat-ID: 58723
Alshomary, Milad, and Henning Wachsmuth. “Conclusion-Based Counter-Argument Generation.” In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, edited by Andreas Vlachos and Isabelle Augenstein, 957–967. Dubrovnik, Croatia: Association for Computational Linguistics, 2023. https://doi.org/10.18653/v1/2023.eacl-main.67.
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2023 | Conference Paper | LibreCat-ID: 47448 |
Terfloth, Lutz, Michael Schaffer, Heike M. Buhl, and Carsten Schulte. “Adding Why to What? Analyses of an Everyday Explanation.” Springer, Cham, 2023. https://doi.org/10.1007/978-3-031-44070-0_13.
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2023 | Conference Paper | LibreCat-ID: 55909 |
Wang, Yu, and Hendrik Buschmeier. “Does Listener Gaze in Face-to-Face Interaction Follow the Entropy Rate Constancy Principle: An Empirical Study.” In Findings of the Association for Computational Linguistics: EMNLP 2023, 15372–15379. Singapore, 2023.
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2023 | Conference Paper | LibreCat-ID: 48778
Muschalik, Maximilian, Fabian Fumagalli, Rohit Jagtani, Barbara Hammer, and Eyke Huellermeier. “IPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios.” In Proceedings of the World Conference on Explainable Artificial Intelligence (XAI), 2023. https://doi.org/10.1007/978-3-031-44064-9_11.
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2023 | Book Chapter | LibreCat-ID: 48776
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “ISAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.” In Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD). Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-43418-1_26.
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2023 | Conference Paper | LibreCat-ID: 48775
Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “On Feature Removal for Explainability in Dynamic Environments.” In Proceedings of the European Symposium on Artificial Neural Networks (ESANN), 2023. https://doi.org/10.14428/ESANN/2023.ES2023-148.
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2023 | Conference Paper | LibreCat-ID: 52230
Fumagalli, Fabian, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, and Barbara Hammer. “SHAP-IQ: Unified Approximation of Any-Order Shapley Interactions.” In Advances in Neural Information Processing Systems (NeurIPS), 36:11515--11551, 2023.
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2023 | Journal Article | LibreCat-ID: 61301
Artelt, André, Roelof Visser, and Barbara Hammer. “‘I Do Not Know! But Why?’ — Local Model-Agnostic Example-Based Explanations of Reject.” Neurocomputing 558 (2023). https://doi.org/10.1016/j.neucom.2023.126722.
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2022 | Conference Paper | LibreCat-ID: 33696 |
Wiechmann, Jana, Thomas Glarner, Frederik Rautenberg, Petra Wagner, and Reinhold Haeb-Umbach. “Technically Enabled Explaining of Voice Characteristics.” In 18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&P), 2022.
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