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123 Publications
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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2022 | Journal Article | LibreCat-ID: 51348
Schmid, Ute, and Britta Wrede. “What Is Missing in XAI So Far?” KI - Künstliche Intelligenz 36, no. 3–4 (2022): 303–15. https://doi.org/10.1007/s13218-022-00786-2.
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2022 | Journal Article | LibreCat-ID: 51366
Schmid, Ute, and Britta Wrede. “Explainable AI.” KI - Künstliche Intelligenz 36, no. 3–4 (2022): 207–10. https://doi.org/10.1007/s13218-022-00788-0.
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2022 | Journal Article | LibreCat-ID: 51365
Wrede, Britta. “AI: Back to the Roots?” KI - Künstliche Intelligenz 36, no. 2 (2022): 117–20. https://doi.org/10.1007/s13218-022-00773-7.
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2022 | Journal Article | LibreCat-ID: 51344
Rohlfing, Katharina, Anna-Lisa Vollmer, Jannik Fritsch, and Britta Wrede. “Which ‘Motionese’ Parameters Change with Children’s Age? Disentangling Attention-Getting from Action-Structuring Modifications.” Frontiers in Communication 7 (2022). https://doi.org/10.3389/fcomm.2022.922405.
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2022 | Conference Paper | LibreCat-ID: 51346
Groß, André, Christian Schütze, Britta Wrede, and Birte Richter. “An Architecture Supporting Configurable Autonomous Multimodal Joint-Attention-Therapy for Various Robotic Systems.” In INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 154–59. ACM, 2022. https://doi.org/10.1145/3536220.3558070.
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2022 | Conference Paper | LibreCat-ID: 51347
Schütze, Christian, André Groß, Britta Wrede, and Birte Richter. “Enabling Non-Technical Domain Experts to Create Robot-Assisted Therapeutic Scenarios via Visual Programming.” In INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 166–70. ACM, 2022. https://doi.org/10.1145/3536220.3558072.
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2022 | Conference Paper | LibreCat-ID: 55337
Wachsmuth, Henning, and Milad Alshomary. “‘Mama Always Had a Way of Explaining Things So I Could Understand’: A Dialogue Corpus for Learning to Construct Explanations.” In Proceedings of the 29th International Conference on Computational Linguistics, edited by Nicoletta Calzolari, Chu-Ren Huang, Hansaem Kim, James Pustejovsky, Leo Wanner, Key-Sun Choi, Pum-Mo Ryu, et al., 344–354. Gyeongju, Republic of Korea: International Committee on Computational Linguistics, 2022.
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2022 | Conference Paper | LibreCat-ID: 34067
Sengupta, Meghdut, Milad Alshomary, and Henning Wachsmuth. “Back to the Roots: Predicting the Source Domain of Metaphors Using Contrastive Learning.” In Proceedings of the 2022 Workshop on Figurative Language Processing, 2022.
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2022 | Conference Abstract | LibreCat-ID: 46289 |
Banh, Ngoc Chi, Ingrid Scharlau, and Katharina J. Rohlfing. “Folgen Wiederholter Negation Auf Die Aufmerksamkeit.” In 52. Kongress Der Deutschen Gesellschaft Für Psychologie, edited by Christina Bermeitinger and Werner Greve. Pabst Science Publishers, 2022.
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2022 | Conference Paper | LibreCat-ID: 51343
Battefeld, Dominik, and Stefan Kopp. “Formalizing Cognitive Biases in Medical Diagnostic Reasoning.” In Proceedings of the 8th Workshop on Formal and Cognitive Reasoning, 2022.
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2022 | Journal Article | LibreCat-ID: 48780
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Agnostic Explanation of Model Change Based on Feature Importance.” KI - Künstliche Intelligenz 36, no. 3–4 (2022): 211–24. https://doi.org/10.1007/s13218-022-00766-6.
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2022 | Conference Paper | LibreCat-ID: 32247
Alshomary, Milad, Jonas Rieskamp, and Henning Wachsmuth. “Generating Contrastive Snippets for Argument Search.” In Proceedings of the 9th International Conference on Computational Models of Argument, 21–31, 2022. http://dx.doi.org/10.3233/FAIA220138.
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2022 | Conference Paper | LibreCat-ID: 30840
Alshomary, Milad, Roxanne El Baff, Timon Gurcke, and Henning Wachsmuth. “The Moral Debater: A Study on the Computational Generation of Morally Framed Arguments.” In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 8782–97, 2022.
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