Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
125 Publications
2024 | Journal Article | LibreCat-ID: 54911
Heid S, Hanselle JM, Fürnkranz J, Hüllermeier E. Learning decision catalogues for situated decision making: The case of scoring systems. International Journal of Approximate Reasoning. 2024;171. doi:10.1016/j.ijar.2024.109190
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 55338
Sengupta M, El Baff R, Alshomary M, Wachsmuth H. Analyzing the Use of Metaphors in News Editorials for Political Framing. In: Duh K, Gomez H, Bethard S, 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; 2024:3621–3631.
LibreCat
2024 | Conference Paper | LibreCat-ID: 56480
Liedeker F, Sanchez-Graillet O, Seidler M, Brandt C, Wellmer J, Cimiano P. A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support.
LibreCat
2024 | Conference Paper | LibreCat-ID: 56479
Liedeker F, Düsing C, Nieveler M, Cimiano P. An Empirical Investigation of Users’ Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity. In: ; 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 56660
Singh A, Rohlfing KJ. Coupling of Task and Partner Model: Investigating the Intra-Individual Variability in Gaze during Human–Robot Explanatory Dialogue. In: Proceedings of 26th ACM International Conference on Multimodal Interaction (ICMI 2024). ; 2024. doi:10.1145/3686215.3689202
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 56264 | 
Buhl HM, Fisher JB, Rohlfing K. Changes in partner models – Effects of adaptivity in the course of explanations. Proceedings of the Annual Meeting of the Cognitive Science Society. 2024;46.
LibreCat
| Files available
| Download (ext.)
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.
LibreCat
| Files available
| Download (ext.)
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
LibreCat
| DOI
| Download (ext.)
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
LibreCat
| DOI
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
LibreCat
| DOI
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
LibreCat
| DOI
| Download (ext.)
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.
LibreCat
| Download (ext.)
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
LibreCat
| Files available
| DOI
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
LibreCat
| DOI
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
LibreCat
| DOI
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat