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3031 Publications
2024 | Conference Paper | LibreCat-ID: 61179 | 
Sieker J, Junker S, Utescher R, et al. 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. ACL; 2024:19459–19475. doi:10.18653/v1/2024.emnlp-main.1084
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2024 | Conference Paper | LibreCat-ID: 55917 |
Booshehri M, Buschmeier H, Cimiano P. 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). International Association for Ontology and its Applications; 2024.
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2024 | Conference Paper | LibreCat-ID: 61177 |
Xu Y, Wang Y, An H, Liu Z, Li Y. 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. ACL; 2024:10108–10121. doi:10.18653/v1/2024.emnlp-main.564
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2024 | Conference Abstract | LibreCat-ID: 56985
Buschmeier H, Kopp S, Hassan T. Multimodal Co-Construction of Explanations with XAI Workshop. In: Proceedings of the 26th ACM International Conference on Multimodal Interaction. ACM; 2024:698-699. doi:10.1145/3678957.3689205
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2024 | Conference Paper | LibreCat-ID: 55916
Booshehri M, Buschmeier H, Cimiano P. A model of factors contributing to the success of dialogical explanations. In: Proceedings of the 26th ACM International Conference on Multimodal Interaction. ACM; 2024:373-381. doi:10.1145/3678957.3685744
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2024 | Conference Paper | LibreCat-ID: 55995 |
Pilán I, Prévot L, Buschmeier H, Lison P. 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. ; 2024:440–457. doi:10.18653/v1/2024.sigdial-1.38
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2024 | Conference Paper | LibreCat-ID: 55913 |
Wagner P, Włodarczak M, Buschmeier H, Türk O, Gilmartin E. Turn-taking dynamics across different phases of explanatory dialogues. In: Proceedings of the 28th Workshop on the Semantics and Pragmatics of Dialogue. ; 2024:6-14.
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2024 | Journal Article | LibreCat-ID: 56190
Klowait N, Erofeeva M, Lenke M, Horwath I, Buschmeier H. Can AI explain AI? Interactive co-construction of explanations among human and artificial agents. Discourse & Communication. 2024;18(6):917-930. doi:10.1177/17504813241267069
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2024 | Conference Paper | LibreCat-ID: 58224
Kenneweg P, Kenneweg T, Fumagalli F, Hammer B. No learning rates needed: Introducing SALSA - Stable Armijo Line Search Adaptation. In: 2024 International Joint Conference on Neural Networks (IJCNN). ; 2024:1-8. doi:10.1109/IJCNN60899.2024.10650124
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2024 | Conference Paper | LibreCat-ID: 53073
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). Vol 38. ; 2024:14388-14396. doi:10.1609/aaai.v38i13.29352
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2024 | Conference Paper | LibreCat-ID: 55311
Kolpaczki P, Muschalik M, Fumagalli F, Hammer B, Huellermeier E. SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification. In: Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS). Vol 238. Proceedings of Machine Learning Research. PMLR; 2024:3520–3528.
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2024 | Conference Paper | LibreCat-ID: 58223
Fumagalli F, Muschalik M, Kolpaczki P, Hüllermeier E, Hammer B. KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions. In: Proceedings of the 41st International Conference on Machine Learning (ICML). Vol 235. Proceedings of Machine Learning Research. PMLR; 2024:14308–14342.
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2024 | Conference Paper | LibreCat-ID: 61228
Muschalik M, Baniecki H, Fumagalli F, Kolpaczki P, Hammer B, Huellermeier E. shapiq: Shapley interactions for machine learning. In: Advances in Neural Information Processing Systems (NeurIPS). Vol 37. ; 2024:130324–130357.
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2024 | Conference Paper | LibreCat-ID: 61230
Kolpaczki P, Bengs V, Muschalik M, Hüllermeier E. Approximating the shapley value without marginal contributions. In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). Vol 38. ; 2024:13246–13255.
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2024 | Conference Paper | LibreCat-ID: 61176 |
Wang Y, Buschmeier H. Revisiting the phenomenon of syntactic complexity convergence on German dialogue data. In: Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024). ; 2024:75–80.
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2024 | Conference Paper | LibreCat-ID: 55911 |
Wang Y, Xu Y, Skantze G, Buschmeier H. 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. ; 2024:3533–3545.
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2024 | Conference Abstract | LibreCat-ID: 56314
Riechmann AN, Buschmeier H. Automatic reconstruction of dialogue participants’ coordinating gaze behavior from multiple camera perspectives. In: Book of Abstracts of the 2nd International Multimodal Communication Symposium. ; 2024:38–39.
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2024 | Conference Paper | LibreCat-ID: 58722 |
Spliethöver M, Menon SN, Wachsmuth H. Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness. In: Ku L-W, Martins A, Srikumar V, eds. Findings of the Association for Computational Linguistics: ACL 2024. Association for Computational Linguistics; 2024:9294–9313. doi:10.18653/v1/2024.findings-acl.553
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2024 | Journal Article | LibreCat-ID: 61251
Bauch D, Köcher N, Heinisch N, Schumacher S. Time-bin entanglement in the deterministic generation of linear photonic cluster states. APL Quantum. 2024;1(3). doi:10.1063/5.0214197
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2024 | Journal Article | LibreCat-ID: 61253
Heinisch N, Köcher N, Bauch D, Schumacher S. Swing-up dynamics in quantum emitter cavity systems: Near ideal single photons and entangled photon pairs. Physical Review Research. 2024;6(1). doi:10.1103/physrevresearch.6.l012017
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