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116 Publications
2023 | Conference Paper | LibreCat-ID: 55152
A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations
A. Robrecht, M. Rothgänger, S. Kopp, in: Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents, ACM, 2023.
LibreCat
| DOI
A. Robrecht, M. Rothgänger, S. Kopp, in: Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents, ACM, 2023.
2023 | Conference Paper | LibreCat-ID: 55406
Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms
M. Sengupta, M. Alshomary, I. Scharlau, H. Wachsmuth, in: H. Bouamor, J. Pino, K. Bali (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, Singapore, 2023, pp. 4636–4659.
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| DOI
M. Sengupta, M. Alshomary, I. Scharlau, H. Wachsmuth, in: H. Bouamor, J. Pino, K. Bali (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, Singapore, 2023, pp. 4636–4659.
2023 | Conference Paper | LibreCat-ID: 51767
The Return of Black Box Theory in Explainable AI
F. Beer, C. Schulz, in: 4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9, n.d.
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F. Beer, C. Schulz, in: 4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9, n.d.
2023 | Conference Paper | LibreCat-ID: 51766
Vernacular Metaphors of AI
C. Schulz, A. Wilmes , in: ICA Preconference Workshop “History of Digital Metaphors”, University of Toronto, May 25 , n.d.
LibreCat
C. Schulz, A. Wilmes , in: ICA Preconference Workshop “History of Digital Metaphors”, University of Toronto, May 25 , n.d.
2023 | Conference Paper | LibreCat-ID: 46067 | 
Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall
A. Singh, K.J. Rohlfing, in: Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45), Cognitive Science Society, Sydney, Australia, 2023.
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A. Singh, K.J. Rohlfing, in: Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45), Cognitive Science Society, Sydney, Australia, 2023.
2023 | Conference Paper | LibreCat-ID: 56477
A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations
F. Liedeker, P. Cimiano, in: 2023.
LibreCat
F. Liedeker, P. Cimiano, in: 2023.
2023 | Conference Abstract | LibreCat-ID: 56478
Dynamic Feature Selection in AI-based Diagnostic Decision Support for Epilepsy
F. Liedeker, P. Cimiano, in: 2023.
LibreCat
F. Liedeker, P. Cimiano, in: 2023.
2023 | Preprint | LibreCat-ID: 56663
Forms of Understanding of XAI-Explanations
H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J. Fisher, A. Groß, I. Horwath, N. Klowait, S. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, ArXiv:2311.08760 (2023).
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| arXiv
H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J. Fisher, A. Groß, I. Horwath, N. Klowait, S. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, ArXiv:2311.08760 (2023).
2023 | Conference Paper | LibreCat-ID: 51367
SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation
A. Robrecht, S. Kopp, in: Proceedings of the 15th International Conference on Agents and Artificial Intelligence, SCITEPRESS - Science and Technology Publications, 2023, pp. 48–58.
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| DOI
A. Robrecht, S. Kopp, in: Proceedings of the 15th International Conference on Agents and Artificial Intelligence, SCITEPRESS - Science and Technology Publications, 2023, pp. 48–58.
2023 | Conference Paper | LibreCat-ID: 55156
Exploring the Semantic Dialogue Patterns of Explanations – a Case Study of Game Explanations
J.B. Fisher, A. Robrecht, S. Kopp, K.J. Rohlfing, in: Proceedings of the 27th Workshop on the Semantics and Pragmatics of Dialogue , 2023.
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J.B. Fisher, A. Robrecht, S. Kopp, K.J. Rohlfing, in: Proceedings of the 27th Workshop on the Semantics and Pragmatics of Dialogue , 2023.
2023 | Journal Article | LibreCat-ID: 50262
Incremental permutation feature importance (iPFI): towards online explanations on data streams
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning 112 (2023) 4863–4903.
LibreCat
| DOI
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning 112 (2023) 4863–4903.
2023 | Conference Paper | LibreCat-ID: 58723
Conclusion-based Counter-Argument Generation
M. Alshomary, H. Wachsmuth, in: A. Vlachos, I. Augenstein (Eds.), Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, Association for Computational Linguistics, Dubrovnik, Croatia, 2023, pp. 957–967.
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| DOI
M. Alshomary, H. Wachsmuth, in: A. Vlachos, I. Augenstein (Eds.), Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, Association for Computational Linguistics, Dubrovnik, Croatia, 2023, pp. 957–967.
2023 | Conference Paper | LibreCat-ID: 47448 |
Adding Why to What? Analyses of an Everyday Explanation
L. Terfloth, M. Schaffer, H.M. Buhl, C. Schulte, in: Springer, Cham, 2023.
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L. Terfloth, M. Schaffer, H.M. Buhl, C. Schulte, in: Springer, Cham, 2023.
2023 | Conference Paper | LibreCat-ID: 55909 |
Does listener gaze in face-to-face interaction follow the Entropy Rate Constancy principle: An empirical study
Y. Wang, H. Buschmeier, in: Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, 2023, pp. 15372–15379.
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Y. Wang, H. Buschmeier, in: Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, 2023, pp. 15372–15379.
2023 | Conference Paper | LibreCat-ID: 48778
iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios
M. Muschalik, F. Fumagalli, R. Jagtani, B. Hammer, E. Huellermeier, in: Proceedings of the World Conference on Explainable Artificial Intelligence (XAI), 2023.
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| DOI
M. Muschalik, F. Fumagalli, R. Jagtani, B. Hammer, E. Huellermeier, in: Proceedings of the World Conference on Explainable Artificial Intelligence (XAI), 2023.
2023 | Book Chapter | LibreCat-ID: 48776
iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD), Springer Nature Switzerland, 2023.
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| DOI
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD), Springer Nature Switzerland, 2023.
2023 | Conference Paper | LibreCat-ID: 48775
On Feature Removal for Explainability in Dynamic Environments
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, in: Proceedings of the European Symposium on Artificial Neural Networks (ESANN), 2023.
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| DOI
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, in: Proceedings of the European Symposium on Artificial Neural Networks (ESANN), 2023.
2023 | Conference Paper | LibreCat-ID: 52230
SHAP-IQ: Unified Approximation of any-order Shapley Interactions
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: Advances in Neural Information Processing Systems (NeurIPS), 2023, pp. 11515--11551.
LibreCat
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: Advances in Neural Information Processing Systems (NeurIPS), 2023, pp. 11515--11551.
2023 | Journal Article | LibreCat-ID: 61301
“I do not know! but why?” — Local model-agnostic example-based explanations of reject
A. Artelt, R. Visser, B. Hammer, Neurocomputing 558 (2023).
LibreCat
| DOI
A. Artelt, R. Visser, B. Hammer, Neurocomputing 558 (2023).
2022 | Conference Paper | LibreCat-ID: 33696 |
Technically enabled explaining of voice characteristics
J. Wiechmann, T. Glarner, F. Rautenberg, P. Wagner, R. Haeb-Umbach, in: 18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&P), 2022.
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J. Wiechmann, T. Glarner, F. Rautenberg, P. Wagner, R. Haeb-Umbach, in: 18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&P), 2022.