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79 Publications
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.
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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, edited by Sanjoy Dasgupta et al., 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, edited by Ruslan Salakhutdinov et al., vol. 235, PMLR, 2024, pp. 14308–14342.
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2024 | Journal Article | LibreCat-ID: 54907
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.
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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: 57204 |
Lazarov, Stefan Teodorov, and Angela Grimminger. “Variations in Explainers’ Gesture Deixis in Explanations Related to the Monitoring of Explainees’ Understanding.” Proceedings of the Annual Meeting of the Cognitive Science Society, vol. 46, 2024.
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2024 | Journal Article | LibreCat-ID: 53072 |
Banh, Ngoc Chi, et al. “Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution.” Frontiers in Psychology, vol. 15, 2024, doi:10.3389/fpsyg.2024.1451309.
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2024 | Conference Paper | LibreCat-ID: 55404
Alshomary, Milad, et al. “Modeling the Quality of Dialogical Explanations.” Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), edited by Nicoletta Calzolari et al., ELRA and ICCL, 2024, pp. 11523–11536.
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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: 58722
Spliethöver, Maximilian, et al. “Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness.” Findings of the Association for Computational Linguistics: ACL 2024, edited by Lun-Wei Ku et al., Association for Computational Linguistics, 2024, pp. 9294–9313, doi:10.18653/v1/2024.findings-acl.553.
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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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2023 | Conference Paper | LibreCat-ID: 48355 |
Rautenberg, Frederik, et al. “On Feature Importance and Interpretability of Speaker Representations.” ITG Conference on Speech Communication, 2023.
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2023 | Conference Paper | LibreCat-ID: 48410 |
Wiechmann, Jana, et al. “Explaining Voice Characteristics to Novice Voice Practitioners-How Successful Is It?” 20th International Congress of the Phonetic Sciences (ICPhS) , 2023.
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2023 | Conference Paper | LibreCat-ID: 48595
Peters, Tobias Martin, and Roel W. Visser. “The Importance of Distrust in AI.” Communications in Computer and Information Science, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-44070-0_15.
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2023 | Journal Article | LibreCat-ID: 48777
Fumagalli, Fabian, et al. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning, Springer Science and Business Media LLC, 2023, doi:10.1007/s10994-023-06385-y.
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2023 | Journal Article | LibreCat-ID: 48779
Artelt, André, et al. “‘I Do Not Know! But Why?’ — Local Model-Agnostic Example-Based Explanations of Reject.” Neurocomputing, vol. 558, 126722, Elsevier BV, 2023, doi:10.1016/j.neucom.2023.126722.
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2023 | Conference Paper | LibreCat-ID: 47448
Terfloth, Lutz, et al. Adding Why to What? Analyses of an Everyday Explanation. Springer, Cham, 2023, doi:10.1007/978-3-031-44070-0_13.
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2023 | Conference Paper | LibreCat-ID: 44853 |
Alpsancar, Suzana. “What Is AI Ethics? Ethics as Means of Self-Regulation and the Need for Critical Reflection .” International Conference on Computer Ethics 2023, vol. 1, no. 1, 2023, pp. 1--17.
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2023 | Journal Article | LibreCat-ID: 51345
Schulz, Christian. “A New Algorithmic Imaginary.” Media, Culture & Society, vol. 45, no. 3, SAGE Publications, 2023, pp. 646–55, doi:10.1177/01634437221136014.
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2023 | Preprint | LibreCat-ID: 51372
Johnson, David, et al. Towards Interpretability in Audio and Visual Affective Machine Learning: A Review. 2023.
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