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115 Publications
2024 | Journal Article | LibreCat-ID: 58109 | 
Scharlau, Ingrid, et al. “When to Use a Metaphor: Metaphors in Dialogical Explanations with Addressees of Different Expertise.” Frontiers in Language Sciences, vol. 3, 2024, p. 1474924.
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2024 | Conference Paper | LibreCat-ID: 55403 |
Buschmeier, Hendrik, et al. “Towards a Computational Architecture for Co-Constructive Explainable Systems.” Proceedings of the 2024 Workshop on Explainability Engineering, ACM, 2024, pp. 20–25, doi:10.1145/3648505.3648509.
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2024 | Conference Paper | LibreCat-ID: 55912
Türk, Olcay, et al. “Predictability of Understanding in Explanatory Interactions Based on Multimodal Cues.” Proceedings of the 26th ACM International Conference on Multimodal Interaction, 2024, pp. 449–58, doi:10.1145/3678957.3685741.
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2024 | Conference Paper | LibreCat-ID: 61179 |
Sieker, Judith, et al. “The Illusion of Competence: Evaluating the Effect of Explanations on Users’ Mental Models of Visual Question Answering Systems.” Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, ACL, 2024, pp. 19459–19475, doi:10.18653/v1/2024.emnlp-main.1084.
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2024 | Conference Paper | LibreCat-ID: 55917 |
Booshehri, Meisam, et al. “Towards a BFO-Based Ontology of Understanding in Explanatory Interactions.” Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI), International Association for Ontology and its Applications, 2024.
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2024 | Conference Paper | LibreCat-ID: 61177 |
Xu, Yang, et al. “Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative Likelihood.” Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, ACL, 2024, pp. 10108–10121, doi:10.18653/v1/2024.emnlp-main.564.
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2024 | Conference Abstract | LibreCat-ID: 56985
Buschmeier, Hendrik, et al. “Multimodal Co-Construction of Explanations with XAI Workshop.” Proceedings of the 26th ACM International Conference on Multimodal Interaction, ACM, 2024, pp. 698–99, doi:10.1145/3678957.3689205.
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2024 | Conference Paper | LibreCat-ID: 55916
Booshehri, Meisam, et al. “A Model of Factors Contributing to the Success of Dialogical Explanations.” Proceedings of the 26th ACM International Conference on Multimodal Interaction, ACM, 2024, pp. 373–81, doi:10.1145/3678957.3685744.
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2024 | Conference Paper | LibreCat-ID: 55995 |
Pilán, Ildikó, et al. “Conversational Feedback in Scripted versus Spontaneous Dialogues: A Comparative Analysis.” Proceedings of the 25th Meeting of the Special Interest Group on Discourse and Dialogue, 2024, pp. 440–457, doi:10.18653/v1/2024.sigdial-1.38.
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2024 | Conference Paper | LibreCat-ID: 55913 |
Wagner, Petra, et al. “Turn-Taking Dynamics across Different Phases of Explanatory Dialogues.” Proceedings of the 28th Workshop on the Semantics and Pragmatics of Dialogue, 2024, pp. 6–14.
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2024 | Journal Article | LibreCat-ID: 56190
Klowait, Nils, et al. “Can AI Explain AI? Interactive Co-Construction of Explanations among Human and Artificial Agents.” Discourse & Communication, vol. 18, no. 6, Sage, 2024, pp. 917–30, doi:10.1177/17504813241267069.
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2024 | Conference Paper | LibreCat-ID: 58224
Kenneweg, Philip, et al. “No Learning Rates Needed: Introducing SALSA - Stable Armijo Line Search Adaptation.” 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
Muschalik, Maximilian, et al. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), vol. 38, no. 13, 2024, pp. 14388–96, doi:10.1609/aaai.v38i13.29352.
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2024 | Conference Paper | LibreCat-ID: 55311
Kolpaczki, Patrick, et al. “SVARM-IQ: Efficient Approximation of Any-Order Shapley Interactions through Stratification.” Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS), vol. 238, PMLR, 2024, pp. 3520–3528.
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2024 | Conference Paper | LibreCat-ID: 58223
Fumagalli, Fabian, et al. “KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions.” Proceedings of the 41st International Conference on Machine Learning (ICML), vol. 235, PMLR, 2024, pp. 14308–14342.
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2024 | Conference Paper | LibreCat-ID: 61228
Muschalik, Maximilian, et al. “Shapiq: Shapley Interactions for Machine Learning.” Advances in Neural Information Processing Systems (NeurIPS), vol. 37, 2024, pp. 130324–130357.
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2024 | Conference Paper | LibreCat-ID: 61230
Kolpaczki, Patrick, et al. “Approximating the Shapley Value without Marginal Contributions.” Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), vol. 38, no. 12, 2024, pp. 13246–13255.
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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.” Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024), 2024, pp. 75–80.
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2024 | Conference Paper | LibreCat-ID: 55911 |
Wang, Yu, et al. “How Much Does Nonverbal Communication Conform to Entropy Rate Constancy?: A Case Study on Listener Gaze in Interaction.” Findings of the Association for Computational Linguistics ACL 2024, 2024, pp. 3533–3545.
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2024 | Conference Abstract | LibreCat-ID: 56314
Riechmann, Alina Naomi, and Hendrik Buschmeier. “Automatic Reconstruction of Dialogue Participants’ Coordinating Gaze Behavior from Multiple Camera Perspectives.” Book of Abstracts of the 2nd International Multimodal Communication Symposium, 2024, pp. 38–39.
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