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76 Publications
2024 | Journal Article | LibreCat-ID: 53073
@article{Muschalik_Fumagalli_Hammer_Huellermeier_2024, title={Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles}, volume={38}, DOI={10.1609/aaai.v38i13.29352}, number={13}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={14388–14396} }
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| DOI
2024 | Conference Abstract | LibreCat-ID: 53069 | 
@inproceedings{Banh_Scharlau_2024, title={Effects of task difficulty on visual processing speed}, author={Banh, Ngoc Chi and Scharlau, Ingrid}, year={2024} }
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2024 | Conference Paper | LibreCat-ID: 54889 |
@inproceedings{Stratmann_Banh_Scharlau_Dressler_2024, place={Nantes, France}, title={Safety Assistance Systems for Bicyclists: Toward Empirical Studies of the Dooring Problem}, DOI={10.1145/3663338.3665831}, booktitle={ACM Symposium on Principles of Distributed Computing (PODC 2024), Advanced tools, programming languages, and PLatforms for Implementing and Evaluating algorithms for Distributed systems (ApPLIED 2024)}, publisher={Association for Computing Machinery (ACM)}, author={Stratmann, Lukas and Banh, Ngoc Chi and Scharlau, Ingrid and Dressler, Falko}, year={2024} }
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2024 | Journal Article | LibreCat-ID: 54911
@article{Heid_Hanselle_Fürnkranz_Hüllermeier_2024, title={Learning decision catalogues for situated decision making: The case of scoring systems}, volume={171}, DOI={10.1016/j.ijar.2024.109190}, number={109190}, journal={International Journal of Approximate Reasoning}, publisher={Elsevier BV}, author={Heid, Stefan and Hanselle, Jonas Manuel and Fürnkranz, Johannes and Hüllermeier, Eyke}, year={2024} }
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| DOI
2024 | Preprint | LibreCat-ID: 55154
@article{Robrecht_Voss_Gottschalk_Kopp_2024, title={Integrating Representational Gestures into Automatically Generated Embodied Explanations and its Effects on Understanding and Interaction Quality}, journal={arXiv:2406.12544}, author={Robrecht, Amelie and Voss, Hendric and Gottschalk, Lisa and Kopp, Stefan}, year={2024} }
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2024 | Conference Paper | LibreCat-ID: 55338
@inproceedings{Sengupta_El Baff_Alshomary_Wachsmuth_2024, place={Mexico City, Mexico}, title={Analyzing the Use of Metaphors in News Editorials for Political Framing}, booktitle={Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)}, publisher={Association for Computational Linguistics}, author={Sengupta, Meghdut and El Baff, Roxanne and Alshomary, Milad and Wachsmuth, Henning}, editor={Duh, Kevin and Gomez, Helena and Bethard, Steven}, year={2024}, pages={3621–3631} }
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2024 | Conference Paper | LibreCat-ID: 55911 |
@inproceedings{Wang_Xu_Skantze_Buschmeier_2024, place={Bangkok, Thailand}, title={How much does nonverbal communication conform to entropy rate constancy?: A case study on listener gaze in interaction}, booktitle={Findings of the Association for Computational Linguistics ACL 2024}, author={Wang, Yu and Xu, Yang and Skantze, Gabriel and Buschmeier, Hendrik}, year={2024}, pages={3533–3545} }
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2024 | Conference Paper | LibreCat-ID: 55913 |
@inproceedings{Wagner_Włodarczak_Buschmeier_Türk_Gilmartin_2024, place={Trento, Italy}, title={Turn-taking dynamics across different phases of explanatory dialogues}, booktitle={Proceedings of the 28th Workshop on the Semantics and Pragmatics of Dialogue}, author={Wagner, Petra and Włodarczak, Marcin and Buschmeier, Hendrik and Türk, Olcay and Gilmartin, Emer}, year={2024}, pages={6–14} }
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2024 | Conference Paper | LibreCat-ID: 55995 |
@inproceedings{Pilán_Prévot_Buschmeier_Lison_2024, place={Kyoto, Japan}, title={Conversational feedback in scripted versus spontaneous dialogues: A comparative analysis}, DOI={10.18653/v1/2024.sigdial-1.38}, booktitle={Proceedings of the 25th Meeting of the Special Interest Group on Discourse and Dialogue}, author={Pilán, Ildikó and Prévot, Laurent and Buschmeier, Hendrik and Lison, Pierre}, year={2024}, pages={440–457} }
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2024 | Conference Paper | LibreCat-ID: 55403 |
@inproceedings{Booshehri_Buschmeier_Cimiano_Kopp_Kornowicz_Lammert_Matarese_Mindlin_Robrecht_Vollmer_et al._2024, title={Towards a Computational Architecture for Co-Constructive Explainable Systems}, DOI={10.1145/3648505.3648509}, booktitle={Proceedings of the 2024 Workshop on Explainability Engineering}, publisher={ACM}, author={Booshehri, Meisam and Buschmeier, Hendrik and Cimiano, Philipp and Kopp, Stefan and Kornowicz, Jaroslaw and Lammert, Olesja and Matarese, Marco and Mindlin, Dimitry and Robrecht, Amelie Sophie and Vollmer, Anna-Lisa and et al.}, year={2024}, pages={20–25} }
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2024 | Conference Paper | LibreCat-ID: 56314
@inproceedings{Riechmann_Buschmeier_2024, place={Frankfurt am Main, Germany}, title={Automatic reconstruction of dialogue participants’ coordinating gaze behavior from multiple camera perspectives}, booktitle={Book of Abstracts of the 2nd International Multimodal Communication Symposium}, author={Riechmann, Alina Naomi and Buschmeier, Hendrik}, year={2024}, pages={38–39} }
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2024 | Conference Paper | LibreCat-ID: 56480
@inproceedings{Liedeker_Sanchez-Graillet_Seidler_Brandt_Wellmer_Cimiano, title={A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support}, author={Liedeker, Felix and Sanchez-Graillet, Olivia and Seidler, Moana and Brandt, Christian and Wellmer, Jörg and Cimiano, Philipp} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 56479
@inproceedings{Liedeker_Düsing_Nieveler_Cimiano_2024, title={An Empirical Investigation of Users’ Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity}, author={Liedeker, Felix and Düsing, Christoph and Nieveler, Marcel and Cimiano, Philipp}, year={2024} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 56660
@inproceedings{Singh_Rohlfing_2024, title={Coupling of Task and Partner Model: Investigating the Intra-Individual Variability in Gaze during Human–Robot Explanatory Dialogue}, DOI={10.1145/3686215.3689202}, booktitle={Proceedings of 26th ACM International Conference on Multimodal Interaction (ICMI 2024)}, author={Singh, Amit and Rohlfing, Katharina J.}, year={2024} }
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| DOI
2024 | Journal Article | LibreCat-ID: 56190
@article{Klowait_Erofeeva_Lenke_Horwath_Buschmeier_2024, title={Can AI explain AI? Interactive co-construction of explanations among human and artificial agents}, volume={18}, DOI={10.1177/17504813241267069}, number={6}, journal={Discourse & Communication}, publisher={Sage}, author={Klowait, Nils and Erofeeva, Maria and Lenke, Michael and Horwath, Ilona and Buschmeier, Hendrik}, year={2024}, pages={917–930} }
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2024 | Conference Paper | LibreCat-ID: 55916
@inproceedings{Booshehri_Buschmeier_Cimiano_2024, place={San José, Costa Rica}, title={A model of factors contributing to the success of dialogical explanations}, DOI={10.1145/3678957.3685744}, booktitle={Proceedings of the 26th ACM International Conference on Multimodal Interaction}, publisher={ACM}, author={Booshehri, Meisam and Buschmeier, Hendrik and Cimiano, Philipp}, year={2024}, pages={373–381} }
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| DOI
2024 | Conference Paper | LibreCat-ID: 55912
@inproceedings{Türk_Lazarov_Wang_Buschmeier_Grimminger_Wagner_2024, place={San José, Costa Rica}, title={Predictability of understanding in explanatory interactions based on multimodal cues}, DOI={10.1145/3678957.3685741}, booktitle={Proceedings of the 26th ACM International Conference on Multimodal Interaction}, author={Türk, Olcay and Lazarov, Stefan and Wang, Yu and Buschmeier, Hendrik and Grimminger, Angela and Wagner, Petra}, year={2024}, pages={449–458} }
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| DOI
2024 | Conference Abstract | LibreCat-ID: 56985
@inproceedings{Buschmeier_Kopp_Hassan_2024, title={Multimodal Co-Construction of Explanations with XAI Workshop}, DOI={10.1145/3678957.3689205}, booktitle={Proceedings of the 26th ACM International Conference on Multimodal Interaction}, publisher={ACM}, author={Buschmeier, Hendrik and Kopp, Stefan and Hassan, Teena}, year={2024}, pages={698–699} }
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| DOI
2024 | Journal Article | LibreCat-ID: 56264 |
@article{Buhl_Fisher_Rohlfing_2024, title={Changes in partner models – Effects of adaptivity in the course of explanations}, volume={46}, journal={Proceedings of the Annual Meeting of the Cognitive Science Society}, author={Buhl, Heike M. and Fisher, Josephine Beryl and Rohlfing, Katharina}, year={2024} }
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2024 | Conference Paper | LibreCat-ID: 55311
@inproceedings{Kolpaczki_Muschalik_Fumagalli_Hammer_Huellermeier_2024, series={Proceedings of Machine Learning Research}, title={SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification}, volume={238}, booktitle={Proceedings of The 27th International Conference on Artificial Intelligence and Statistics}, publisher={PMLR}, author={Kolpaczki, Patrick and Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, editor={Dasgupta, Sanjoy and Mandt, Stephan and Li, Yingzhen}, year={2024}, pages={3520–3528}, collection={Proceedings of Machine Learning Research} }
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