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76 Publications
2024 | Journal Article | LibreCat-ID: 53073
M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles,” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, pp. 14388–14396, 2024, doi: 10.1609/aaai.v38i13.29352.
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| DOI
2024 | Conference Abstract | LibreCat-ID: 53069 | 
N. C. Banh and I. Scharlau, “Effects of task difficulty on visual processing speed,” presented at the Tagung experimentell arbeitender Psycholog:innen (TeaP), Regensburg, 2024.
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2024 | Conference Paper | LibreCat-ID: 54889 |
L. Stratmann, N. C. Banh, I. Scharlau, and F. Dressler, “Safety Assistance Systems for Bicyclists: Toward Empirical Studies of the Dooring Problem,” 2024, doi: 10.1145/3663338.3665831.
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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.
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2024 | Conference Paper | LibreCat-ID: 55911 |
Y. Wang, Y. Xu, G. Skantze, and H. Buschmeier, “How much does nonverbal communication conform to entropy rate constancy?: A case study on listener gaze in interaction,” in Findings of the Association for Computational Linguistics ACL 2024, Bangkok, Thailand, 2024, pp. 3533–3545.
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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 | 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: 55403 |
M. Booshehri et al., “Towards a Computational Architecture for Co-Constructive Explainable Systems,” in Proceedings of the 2024 Workshop on Explainability Engineering, Lisbon, Portugal, 2024, pp. 20–25, doi: 10.1145/3648505.3648509.
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2024 | Conference Paper | LibreCat-ID: 56314
A. N. Riechmann and H. Buschmeier, “Automatic reconstruction of dialogue participants’ coordinating gaze behavior from multiple camera perspectives,” in Book of Abstracts of the 2nd International Multimodal Communication Symposium, Frankfurt am Main, Germany, 2024, pp. 38–39.
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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.
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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.
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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: 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: 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: 55912
O. Türk, S. Lazarov, Y. Wang, H. Buschmeier, A. Grimminger, and P. Wagner, “Predictability of understanding in explanatory interactions based on multimodal cues,” in Proceedings of the 26th ACM International Conference on Multimodal Interaction, San José, Costa Rica, 2024, pp. 449–458, doi: 10.1145/3678957.3685741.
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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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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: 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, 2024, vol. 238, pp. 3520–3528.
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