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116 Publications
2024 | Journal Article | LibreCat-ID: 53072 | 
Banh, Ngoc Chi, Jan Tünnermann, Katharina J. Rohlfing, and Ingrid Scharlau. “Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution.” Frontiers in Psychology 15 (2024). https://doi.org/10.3389/fpsyg.2024.1451309.
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2024 | Conference Paper | LibreCat-ID: 55404
Alshomary, Milad, Felix Lange, Meisam Booshehri, Meghdut Sengupta, Philipp Cimiano, and Henning Wachsmuth. “Modeling the Quality of Dialogical Explanations.” In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), edited by Nicoletta Calzolari, Min-Yen Kan, Veronique Hoste, Alessandro Lenci, Sakriani Sakti, and Nianwen Xue, 11523–11536. Torino, Italia: ELRA and ICCL, 2024.
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2024 | Journal Article | LibreCat-ID: 58109 |
Scharlau, Ingrid, Miriam Körber, Meghdut Sengupta, and Henning Wachsmuth. “When to Use a Metaphor: Metaphors in Dialogical Explanations with Addressees of Different Expertise.” Frontiers in Language Sciences 3 (2024): 1474924.
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2024 | Conference Paper | LibreCat-ID: 55403 |
Buschmeier, Hendrik, Philipp Cimiano, Stefan Kopp, Jaroslaw Kornowicz, Olesja Lammert, Marco Matarese, Dimitry Mindlin, et al. “Towards a Computational Architecture for Co-Constructive Explainable Systems.” In Proceedings of the 2024 Workshop on Explainability Engineering, 20–25. ACM, 2024. https://doi.org/10.1145/3648505.3648509.
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2024 | Conference Paper | LibreCat-ID: 55912
Türk, Olcay, Stefan Teodorov Lazarov, Yu Wang, Hendrik Buschmeier, Angela Grimminger, and Petra Wagner. “Predictability of Understanding in Explanatory Interactions Based on Multimodal Cues.” In Proceedings of the 26th ACM International Conference on Multimodal Interaction, 449–58. San José, Costa Rica, 2024. https://doi.org/10.1145/3678957.3685741.
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2024 | Conference Paper | LibreCat-ID: 61179 |
Sieker, Judith, Simeon Junker, Ronja Utescher, Nazia Attari, Heiko Wersing, Hendrik Buschmeier, and Sina Zarrieß. “The Illusion of Competence: Evaluating the Effect of Explanations on Users’ Mental Models of Visual Question Answering Systems.” In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 19459–19475. Miami, FL, USA: ACL, 2024. https://doi.org/10.18653/v1/2024.emnlp-main.1084.
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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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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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2024 | Conference Paper | LibreCat-ID: 61176 |
Wang, Yu, and Hendrik Buschmeier. “Revisiting the Phenomenon of Syntactic Complexity Convergence on German Dialogue Data.” In Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024), 75–80. Vienna, Austria, 2024.
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