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, Stefan, et al. “Learning Decision Catalogues for Situated Decision Making: The Case of Scoring Systems.” International Journal of Approximate Reasoning, vol. 171, 109190, Elsevier BV, 2024, doi:10.1016/j.ijar.2024.109190.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 55338
Sengupta, Meghdut, et al. “Analyzing the Use of Metaphors in News Editorials for Political Framing.” Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), edited by Kevin Duh et al., Association for Computational Linguistics, 2024, pp. 3621–3631.
LibreCat
2024 | Conference Paper | LibreCat-ID: 56480
Liedeker, Felix, et al. A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support.
LibreCat
2024 | Conference Paper | LibreCat-ID: 56479
Liedeker, Felix, et al. An Empirical Investigation of Users’ Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity. 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 56660
Singh, Amit, and Katharina J. Rohlfing. “Coupling of Task and Partner Model: Investigating the Intra-Individual Variability in Gaze during Human–Robot Explanatory Dialogue.” 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, Heike M., et al. “Changes in Partner Models – Effects of Adaptivity in the Course of Explanations.” Proceedings of the Annual Meeting of the Cognitive Science Society, vol. 46, 2024.
LibreCat
| Files available
| Download (ext.)
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.
LibreCat
| Files available
| Download (ext.)
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.
LibreCat
| DOI
| Download (ext.)
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.
LibreCat
| DOI
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.
LibreCat
| DOI
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.
LibreCat
| DOI
| Download (ext.)
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.
LibreCat
| Download (ext.)
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.
LibreCat
| Files available
| DOI
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.
LibreCat
| DOI
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.
LibreCat
| DOI
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat