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67 Publications
2024 | Journal Article | LibreCat-ID: 53073
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
LibreCat
| DOI
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
2024 | Conference Abstract | LibreCat-ID: 53069 | 
Effects of task difficulty on visual processing speed
N.C. Banh, I. Scharlau, in: 2024.
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N.C. Banh, I. Scharlau, in: 2024.
2024 | Conference Paper | LibreCat-ID: 54889 |
Safety Assistance Systems for Bicyclists: Toward Empirical Studies of the Dooring Problem
L. Stratmann, N.C. Banh, I. Scharlau, F. Dressler, in: 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), Association for Computing Machinery (ACM), Nantes, France, 2024.
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L. Stratmann, N.C. Banh, I. Scharlau, F. Dressler, in: 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), Association for Computing Machinery (ACM), Nantes, France, 2024.
2024 | Journal Article | LibreCat-ID: 54911
Learning decision catalogues for situated decision making: The case of scoring systems
S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal of Approximate Reasoning 171 (2024).
LibreCat
| DOI
S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal of Approximate Reasoning 171 (2024).
2024 | Preprint | LibreCat-ID: 55154
Integrating Representational Gestures into Automatically Generated Embodied Explanations and its Effects on Understanding and Interaction Quality
A. Robrecht, H. Voss, L. Gottschalk, S. Kopp, ArXiv:2406.12544 (2024).
LibreCat
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A. Robrecht, H. Voss, L. Gottschalk, S. Kopp, ArXiv:2406.12544 (2024).
2024 | Conference Paper | LibreCat-ID: 55338
Analyzing the Use of Metaphors in News Editorials for Political Framing
M. Sengupta, R. El Baff, M. Alshomary, H. Wachsmuth, in: K. Duh, H. Gomez, S. Bethard (Eds.), Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), Association for Computational Linguistics, Mexico City, Mexico, 2024, pp. 3621–3631.
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M. Sengupta, R. El Baff, M. Alshomary, H. Wachsmuth, in: K. Duh, H. Gomez, S. Bethard (Eds.), Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), Association for Computational Linguistics, Mexico City, Mexico, 2024, pp. 3621–3631.
2024 | Conference Paper | LibreCat-ID: 55404
Modeling the Quality of Dialogical Explanations
M. Alshomary, F. Lange, M. Booshehri, M. Sengupta, P. Cimiano, H. Wachsmuth, in: N. Calzolari, M.-Y. Kan, V. Hoste, A. Lenci, S. Sakti, N. Xue (Eds.), Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), ELRA and ICCL, Torino, Italia, 2024, pp. 11523–11536.
LibreCat
M. Alshomary, F. Lange, M. Booshehri, M. Sengupta, P. Cimiano, H. Wachsmuth, in: N. Calzolari, M.-Y. Kan, V. Hoste, A. Lenci, S. Sakti, N. Xue (Eds.), Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), ELRA and ICCL, Torino, Italia, 2024, pp. 11523–11536.
2024 | Conference Paper | LibreCat-ID: 55911 |
How much does nonverbal communication conform to entropy rate constancy?: A case study on listener gaze in interaction
Y. Wang, Y. Xu, G. Skantze, H. Buschmeier, in: Findings of the Association for Computational Linguistics ACL 2024, Bangkok, Thailand, 2024, pp. 3533–3545.
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Y. Wang, Y. Xu, G. Skantze, H. Buschmeier, in: Findings of the Association for Computational Linguistics ACL 2024, Bangkok, Thailand, 2024, pp. 3533–3545.
2024 | Conference Paper | LibreCat-ID: 55913 |
Turn-taking dynamics across different phases of explanatory dialogues
P. Wagner, M. Włodarczak, H. Buschmeier, O. Türk, E. Gilmartin, in: Proceedings of the 28th Workshop on the Semantics and Pragmatics of Dialogue, Trento, Italy, 2024, pp. 6–14.
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P. Wagner, M. Włodarczak, H. Buschmeier, O. Türk, E. Gilmartin, in: Proceedings of the 28th Workshop on the Semantics and Pragmatics of Dialogue, Trento, Italy, 2024, pp. 6–14.
2024 | Conference Paper | LibreCat-ID: 55995 |
Conversational feedback in scripted versus spontaneous dialogues: A comparative analysis
I. Pilán, L. Prévot, H. Buschmeier, P. Lison, in: Proceedings of the 25th Meeting of the Special Interest Group on Discourse and Dialogue, Kyoto, Japan, 2024, pp. 440–457.
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I. Pilán, L. Prévot, H. Buschmeier, P. Lison, in: Proceedings of the 25th Meeting of the Special Interest Group on Discourse and Dialogue, Kyoto, Japan, 2024, pp. 440–457.
2024 | Conference Paper | LibreCat-ID: 55403 |
Towards a Computational Architecture for Co-Constructive Explainable Systems
M. Booshehri, H. Buschmeier, P. Cimiano, S. Kopp, J. Kornowicz, O. Lammert, M. Matarese, D. Mindlin, A.S. Robrecht, A.-L. Vollmer, P. Wagner, B. Wrede, in: Proceedings of the 2024 Workshop on Explainability Engineering, ACM, 2024, pp. 20–25.
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M. Booshehri, H. Buschmeier, P. Cimiano, S. Kopp, J. Kornowicz, O. Lammert, M. Matarese, D. Mindlin, A.S. Robrecht, A.-L. Vollmer, P. Wagner, B. Wrede, in: Proceedings of the 2024 Workshop on Explainability Engineering, ACM, 2024, pp. 20–25.
2024 | Conference Paper | LibreCat-ID: 56314
Automatic reconstruction of dialogue participants’ coordinating gaze behavior from multiple camera perspectives
A.N. Riechmann, H. Buschmeier, in: Book of Abstracts of the 2nd International Multimodal Communication Symposium, Frankfurt am Main, Germany, 2024, pp. 38–39.
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A.N. Riechmann, H. Buschmeier, in: Book of Abstracts of the 2nd International Multimodal Communication Symposium, Frankfurt am Main, Germany, 2024, pp. 38–39.
2024 | Conference Paper | LibreCat-ID: 56480
A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support
F. Liedeker, O. Sanchez-Graillet, M. Seidler, C. Brandt, J. Wellmer, P. Cimiano, in: n.d.
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F. Liedeker, O. Sanchez-Graillet, M. Seidler, C. Brandt, J. Wellmer, P. Cimiano, in: n.d.
2024 | Conference Paper | LibreCat-ID: 56479
An Empirical Investigation of Users' Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity
F. Liedeker, C. Düsing, M. Nieveler, P. Cimiano, in: 2024.
LibreCat
F. Liedeker, C. Düsing, M. Nieveler, P. Cimiano, in: 2024.
2024 | Conference Paper | LibreCat-ID: 56660
Coupling of Task and Partner Model: Investigating the Intra-Individual Variability in Gaze during Human–Robot Explanatory Dialogue
A. Singh, K.J. Rohlfing, in: Proceedings of 26th ACM International Conference on Multimodal Interaction (ICMI 2024), 2024.
LibreCat
| DOI
A. Singh, K.J. Rohlfing, in: Proceedings of 26th ACM International Conference on Multimodal Interaction (ICMI 2024), 2024.
2024 | Journal Article | LibreCat-ID: 56190
Can AI explain AI? Interactive co-construction of explanations among human and artificial agents
N. Klowait, M. Erofeeva, M. Lenke, I. Horwath, H. Buschmeier, Discourse & Communication 18 (2024) 917–930.
LibreCat
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N. Klowait, M. Erofeeva, M. Lenke, I. Horwath, H. Buschmeier, Discourse & Communication 18 (2024) 917–930.
2024 | Conference Paper | LibreCat-ID: 55916
A model of factors contributing to the success of dialogical explanations
M. Booshehri, H. Buschmeier, P. Cimiano, in: Proceedings of the 26th ACM International Conference on Multimodal Interaction, ACM, San José, Costa Rica, 2024, pp. 373–381.
LibreCat
| DOI
M. Booshehri, H. Buschmeier, P. Cimiano, in: Proceedings of the 26th ACM International Conference on Multimodal Interaction, ACM, San José, Costa Rica, 2024, pp. 373–381.
2024 | Conference Paper | LibreCat-ID: 55912
Predictability of understanding in explanatory interactions based on multimodal cues
O. Türk, S. Lazarov, Y. Wang, H. Buschmeier, A. Grimminger, P. Wagner, in: Proceedings of the 26th ACM International Conference on Multimodal Interaction, San José, Costa Rica, 2024, pp. 449–458.
LibreCat
| DOI
O. Türk, S. Lazarov, Y. Wang, H. Buschmeier, A. Grimminger, P. Wagner, in: Proceedings of the 26th ACM International Conference on Multimodal Interaction, San José, Costa Rica, 2024, pp. 449–458.
2024 | Conference Abstract | LibreCat-ID: 56985
Multimodal Co-Construction of Explanations with XAI Workshop
H. Buschmeier, S. Kopp, T. Hassan, in: Proceedings of the 26th ACM International Conference on Multimodal Interaction, ACM, 2024, pp. 698–699.
LibreCat
| DOI
H. Buschmeier, S. Kopp, T. Hassan, in: Proceedings of the 26th ACM International Conference on Multimodal Interaction, ACM, 2024, pp. 698–699.
2024 | Journal Article | LibreCat-ID: 54907
Learning decision catalogues for situated decision making: The case of scoring systems
S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal of Approximate Reasoning 171 (2024).
LibreCat
| DOI
S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal of Approximate Reasoning 171 (2024).