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116 Publications
2023 | Conference Paper | LibreCat-ID: 55152
A. Robrecht, M. Rothgänger, and S. Kopp, “A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations,” 2023, doi: 10.1145/3570945.3607339.
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| DOI
2023 | Conference Paper | LibreCat-ID: 55406
M. Sengupta, M. Alshomary, I. Scharlau, and H. Wachsmuth, “Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms,” in Findings of the Association for Computational Linguistics: EMNLP 2023, 2023, pp. 4636–4659, doi: 10.18653/v1/2023.findings-emnlp.308.
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2023 | Conference Paper | LibreCat-ID: 51767
F. Beer and C. Schulz, “The Return of Black Box Theory in Explainable AI.”
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2023 | Conference Paper | LibreCat-ID: 51766
C. Schulz and A. Wilmes , “Vernacular Metaphors of AI .”
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2023 | Conference Paper | LibreCat-ID: 46067 | 
A. Singh and K. J. Rohlfing, “Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall,” presented at the 45th Annual Conference of the Cognitive Science Society, Sydney, 2023.
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2023 | Conference Paper | LibreCat-ID: 56477
F. Liedeker and P. Cimiano, “A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations,” presented at the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lissabon, 2023.
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2023 | Conference Abstract | LibreCat-ID: 56478
F. Liedeker and P. Cimiano, “Dynamic Feature Selection in AI-based Diagnostic Decision Support for Epilepsy,” presented at the 1st International Conference on Artificial Intelligence in Epilepsy and Neurological Disorders, Breckenridge, CO, USA , 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 51367
A. Robrecht and S. 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, Lisbon, 2023, pp. 48–58, doi: 10.5220/0011671300003393.
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2023 | Conference Paper | LibreCat-ID: 55156
J. B. Fisher, A. Robrecht, S. Kopp, and K. J. Rohlfing, “Exploring the Semantic Dialogue Patterns of Explanations – a Case Study of Game Explanations,” presented at the Semdial, Maribor, 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 50262
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation feature importance (iPFI): towards online explanations on data streams,” Machine Learning, vol. 112, no. 12, pp. 4863–4903, 2023, doi: 10.1007/s10994-023-06385-y.
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| DOI
2023 | Conference Paper | LibreCat-ID: 58723
M. Alshomary and H. Wachsmuth, “Conclusion-based Counter-Argument Generation,” in Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023, pp. 957–967, doi: 10.18653/v1/2023.eacl-main.67.
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2023 | Conference Paper | LibreCat-ID: 47448 |
L. Terfloth, M. Schaffer, H. M. Buhl, and C. Schulte, “Adding Why to What? Analyses of an Everyday Explanation,” presented at the 1st World Conference on eXplainable Artificial Intelligence (xAI 2023), Lisboa, 2023, doi: 10.1007/978-3-031-44070-0_13.
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2023 | Conference Paper | LibreCat-ID: 55909 |
Y. Wang and H. 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, Singapore, 2023, pp. 15372–15379.
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2023 | Conference Paper | LibreCat-ID: 48778
M. Muschalik, F. Fumagalli, R. Jagtani, B. Hammer, and E. Huellermeier, “iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios,” 2023, doi: 10.1007/978-3-031-44064-9_11.
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2023 | Book Chapter | LibreCat-ID: 48776
M. Muschalik, F. Fumagalli, B. Hammer, and E. 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.
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2023 | Conference Paper | LibreCat-ID: 48775
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “On Feature Removal for Explainability in Dynamic Environments,” presented at the ESANN 2023 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium) and online, 2023, doi: 10.14428/ESANN/2023.ES2023-148.
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2023 | Conference Paper | LibreCat-ID: 52230
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, and B. Hammer, “SHAP-IQ: Unified Approximation of any-order Shapley Interactions,” in Advances in Neural Information Processing Systems (NeurIPS), 2023, vol. 36, pp. 11515--11551.
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2023 | Journal Article | LibreCat-ID: 61301
A. Artelt, R. Visser, and B. Hammer, “‘I do not know! but why?’ — Local model-agnostic example-based explanations of reject,” Neurocomputing, vol. 558, Art. no. 126722, 2023, doi: 10.1016/j.neucom.2023.126722.
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2022 | Conference Paper | LibreCat-ID: 33696 |
J. Wiechmann, T. Glarner, F. Rautenberg, P. Wagner, and R. Haeb-Umbach, “Technically enabled explaining of voice characteristics,” Bielefeld, 2022.
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