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125 Publications
2024 | Journal Article | LibreCat-ID: 54911
S. Heid, J. M. Hanselle, J. Fürnkranz, and E. Hüllermeier, “Learning decision catalogues for situated decision making: The case of scoring systems,” International Journal of Approximate Reasoning, vol. 171, Art. no. 109190, 2024, doi: 10.1016/j.ijar.2024.109190.
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| DOI
2024 | Conference Paper | LibreCat-ID: 55338
M. Sengupta, R. El Baff, M. Alshomary, and H. 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), 2024, pp. 3621–3631.
LibreCat
2024 | Conference Paper | LibreCat-ID: 56480
F. Liedeker, O. Sanchez-Graillet, M. Seidler, C. Brandt, J. Wellmer, and P. Cimiano, “A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support,” presented at the First Workshop on Natural Language Argument-Based Explanations, Santiago de Compostela, Spain.
LibreCat
2024 | Conference Paper | LibreCat-ID: 56479
F. Liedeker, C. Düsing, M. Nieveler, and P. Cimiano, “An Empirical Investigation of Users’ Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity,” presented at the 2nd World Conference on eXplainable Artificial Intelligence, Valetta, Malta, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 56660
A. Singh and K. J. Rohlfing, “Coupling of Task and Partner Model: Investigating the Intra-Individual Variability in Gaze during Human–Robot Explanatory Dialogue,” presented at the 26th ACM International Conference on Multimodal Interaction (ICMI 2024), San Jose, Costa Rica, 2024, doi: 10.1145/3686215.3689202.
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| DOI
2024 | Journal Article | LibreCat-ID: 56264 | 
H. M. Buhl, J. B. Fisher, and K. Rohlfing, “Changes in partner models – Effects of adaptivity in the course of explanations,” Proceedings of the Annual Meeting of the Cognitive Science Society, vol. 46, 2024.
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2024 | Conference Paper | LibreCat-ID: 55917 |
M. Booshehri, H. Buschmeier, and P. Cimiano, “Towards a BFO-based ontology of understanding in explanatory interactions,” presented at the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI), Santiago de Compostela, Spain, 2024.
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2024 | Conference Paper | LibreCat-ID: 61177 |
Y. Xu, Y. Wang, H. An, Z. Liu, and Y. 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, Miami, FL, USA, 2024, pp. 10108–10121, doi: 10.18653/v1/2024.emnlp-main.564.
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2024 | Conference Abstract | LibreCat-ID: 56985
H. Buschmeier, S. Kopp, and T. Hassan, “Multimodal Co-Construction of Explanations with XAI Workshop,” in Proceedings of the 26th ACM International Conference on Multimodal Interaction, San José, Costa Rica, 2024, pp. 698–699, doi: 10.1145/3678957.3689205.
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| DOI
2024 | Conference Paper | LibreCat-ID: 55916
M. Booshehri, H. Buschmeier, and P. Cimiano, “A model of factors contributing to the success of dialogical explanations,” in Proceedings of the 26th ACM International Conference on Multimodal Interaction, San José, Costa Rica, 2024, pp. 373–381, doi: 10.1145/3678957.3685744.
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2024 | Conference Paper | LibreCat-ID: 55995 |
I. Pilán, L. Prévot, H. Buschmeier, and P. 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, Kyoto, Japan, 2024, pp. 440–457, doi: 10.18653/v1/2024.sigdial-1.38.
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2024 | Conference Paper | LibreCat-ID: 55913 |
P. Wagner, M. Włodarczak, H. Buschmeier, O. Türk, and E. Gilmartin, “Turn-taking dynamics across different phases of explanatory dialogues,” in Proceedings of the 28th Workshop on the Semantics and Pragmatics of Dialogue, Trento, Italy, 2024, pp. 6–14.
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2024 | Journal Article | LibreCat-ID: 56190
N. Klowait, M. Erofeeva, M. Lenke, I. Horwath, and H. Buschmeier, “Can AI explain AI? Interactive co-construction of explanations among human and artificial agents,” Discourse & Communication, vol. 18, no. 6, pp. 917–930, 2024, doi: 10.1177/17504813241267069.
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2024 | Conference Paper | LibreCat-ID: 58224
P. Kenneweg, T. Kenneweg, F. Fumagalli, and B. Hammer, “No learning rates needed: Introducing SALSA - Stable Armijo Line Search Adaptation,” in 2024 International Joint Conference on Neural Networks (IJCNN), 2024, pp. 1–8, doi: 10.1109/IJCNN60899.2024.10650124.
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2024 | Conference Paper | LibreCat-ID: 53073
M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024, vol. 38, no. 13, pp. 14388–14396, doi: 10.1609/aaai.v38i13.29352.
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2024 | Conference Paper | LibreCat-ID: 55311
P. Kolpaczki, M. Muschalik, F. Fumagalli, B. Hammer, and E. 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), 2024, vol. 238, pp. 3520–3528.
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2024 | Conference Paper | LibreCat-ID: 58223
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, and B. Hammer, “KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions,” in Proceedings of the 41st International Conference on Machine Learning (ICML), 2024, vol. 235, pp. 14308–14342.
LibreCat
2024 | Conference Paper | LibreCat-ID: 61228
M. Muschalik, H. Baniecki, F. Fumagalli, P. Kolpaczki, B. Hammer, and E. Huellermeier, “shapiq: Shapley interactions for machine learning,” in Advances in Neural Information Processing Systems (NeurIPS), 2024, vol. 37, pp. 130324–130357.
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2024 | Conference Paper | LibreCat-ID: 61230
P. Kolpaczki, V. Bengs, M. Muschalik, and E. Hüllermeier, “Approximating the shapley value without marginal contributions,” in Proceedings of the AAAI conference on Artificial Intelligence (AAAI), 2024, vol. 38, no. 12, pp. 13246–13255.
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