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125 Publications
2024 | Journal Article | LibreCat-ID: 54911
Heid, Stefan, Jonas Manuel Hanselle, Johannes Fürnkranz, and Eyke Hüllermeier. “Learning Decision Catalogues for Situated Decision Making: The Case of Scoring Systems.” International Journal of Approximate Reasoning 171 (2024). https://doi.org/10.1016/j.ijar.2024.109190.
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| DOI
2024 | Conference Paper | LibreCat-ID: 55338
Sengupta, Meghdut, Roxanne El Baff, Milad Alshomary, and Henning Wachsmuth. “Analyzing the Use of Metaphors in News Editorials for Political Framing.” In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), edited by Kevin Duh, Helena Gomez, and Steven Bethard, 3621–3631. Mexico City, Mexico: Association for Computational Linguistics, 2024.
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2024 | Conference Paper | LibreCat-ID: 56480
Liedeker, Felix, Olivia Sanchez-Graillet, Moana Seidler, Christian Brandt, Jörg Wellmer, and Philipp Cimiano. “A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support,” n.d.
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2024 | Conference Paper | LibreCat-ID: 56479
Liedeker, Felix, Christoph Düsing, Marcel Nieveler, and Philipp Cimiano. “An Empirical Investigation of Users’ Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity,” 2024.
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2024 | Conference Paper | LibreCat-ID: 56660
Singh, Amit, and Katharina J. Rohlfing. “Coupling of Task and Partner Model: Investigating the Intra-Individual Variability in Gaze during Human–Robot Explanatory Dialogue.” In Proceedings of 26th ACM International Conference on Multimodal Interaction (ICMI 2024), 2024. https://doi.org/10.1145/3686215.3689202.
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| DOI
2024 | Journal Article | LibreCat-ID: 56264 | 
Buhl, Heike M., Josephine Beryl Fisher, and Katharina Rohlfing. “Changes in Partner Models – Effects of Adaptivity in the Course of Explanations.” Proceedings of the Annual Meeting of the Cognitive Science Society 46 (2024).
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2024 | Conference Paper | LibreCat-ID: 55917 |
Booshehri, Meisam, Hendrik Buschmeier, and Philipp Cimiano. “Towards a BFO-Based Ontology of Understanding in Explanatory Interactions.” In Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI). Santiago de Compostela, Spain: International Association for Ontology and its Applications, 2024.
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2024 | Conference Paper | LibreCat-ID: 61177 |
Xu, Yang, Yu Wang, Hao An, Zhichen Liu, and Yongyuan Li. “Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative Likelihood.” In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 10108–10121. Miami, FL, USA: ACL, 2024. https://doi.org/10.18653/v1/2024.emnlp-main.564.
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2024 | Conference Abstract | LibreCat-ID: 56985
Buschmeier, Hendrik, Stefan Kopp, and Teena Hassan. “Multimodal Co-Construction of Explanations with XAI Workshop.” In Proceedings of the 26th ACM International Conference on Multimodal Interaction, 698–99. ACM, 2024. https://doi.org/10.1145/3678957.3689205.
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2024 | Conference Paper | LibreCat-ID: 55916
Booshehri, Meisam, Hendrik Buschmeier, and Philipp Cimiano. “A Model of Factors Contributing to the Success of Dialogical Explanations.” In Proceedings of the 26th ACM International Conference on Multimodal Interaction, 373–81. San José, Costa Rica: ACM, 2024. https://doi.org/10.1145/3678957.3685744.
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2024 | Conference Paper | LibreCat-ID: 55995 |
Pilán, Ildikó, Laurent Prévot, Hendrik Buschmeier, and Pierre Lison. “Conversational Feedback in Scripted versus Spontaneous Dialogues: A Comparative Analysis.” In Proceedings of the 25th Meeting of the Special Interest Group on Discourse and Dialogue, 440–457. Kyoto, Japan, 2024. https://doi.org/10.18653/v1/2024.sigdial-1.38.
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2024 | Conference Paper | LibreCat-ID: 55913 |
Wagner, Petra, Marcin Włodarczak, Hendrik Buschmeier, Olcay Türk, and Emer Gilmartin. “Turn-Taking Dynamics across Different Phases of Explanatory Dialogues.” In Proceedings of the 28th Workshop on the Semantics and Pragmatics of Dialogue, 6–14. Trento, Italy, 2024.
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2024 | Journal Article | LibreCat-ID: 56190
Klowait, Nils, Maria Erofeeva, Michael Lenke, Ilona Horwath, and Hendrik Buschmeier. “Can AI Explain AI? Interactive Co-Construction of Explanations among Human and Artificial Agents.” Discourse & Communication 18, no. 6 (2024): 917–30. https://doi.org/10.1177/17504813241267069.
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2024 | Conference Paper | LibreCat-ID: 58224
Kenneweg, Philip, Tristan Kenneweg, Fabian Fumagalli, and Barbara Hammer. “No Learning Rates Needed: Introducing SALSA - Stable Armijo Line Search Adaptation.” In 2024 International Joint Conference on Neural Networks (IJCNN), 1–8, 2024. https://doi.org/10.1109/IJCNN60899.2024.10650124.
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2024 | Conference Paper | LibreCat-ID: 53073
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 38:14388–96, 2024. https://doi.org/10.1609/aaai.v38i13.29352.
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| DOI
2024 | Conference Paper | LibreCat-ID: 55311
Kolpaczki, Patrick, Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “SVARM-IQ: Efficient Approximation of Any-Order Shapley Interactions through Stratification.” In Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS), 238:3520–3528. Proceedings of Machine Learning Research. PMLR, 2024.
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2024 | Conference Paper | LibreCat-ID: 58223
Fumagalli, Fabian, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, and Barbara Hammer. “KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions.” In Proceedings of the 41st International Conference on Machine Learning (ICML), 235:14308–14342. Proceedings of Machine Learning Research. PMLR, 2024.
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2024 | Conference Paper | LibreCat-ID: 61228
Muschalik, Maximilian, Hubert Baniecki, Fabian Fumagalli, Patrick Kolpaczki, Barbara Hammer, and Eyke Huellermeier. “Shapiq: Shapley Interactions for Machine Learning.” In Advances in Neural Information Processing Systems (NeurIPS), 37:130324–130357, 2024.
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2024 | Conference Paper | LibreCat-ID: 61230
Kolpaczki, Patrick, Viktor Bengs, Maximilian Muschalik, and Eyke Hüllermeier. “Approximating the Shapley Value without Marginal Contributions.” In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 38:13246–13255, 2024.
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