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32937 Publications
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 | Book Chapter | LibreCat-ID: 61210
Becker A, Sherif M, Ngonga Ngomo A-C. Blink: Blank Node Matching Using Embeddings. In: Lecture Notes in Computer Science. Springer Nature Switzerland; 2024. doi:10.1007/978-3-031-77844-5_12
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2024 | Conference Paper | LibreCat-ID: 54084
Karalis N, Bigerl A, Heidrich L, Sherif M, Ngonga Ngomo A-C. Efficient Evaluation of Conjunctive Regular Path Queries Using Multi-way Joins. In: ESWC. ; 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 61219
Kumar A, Naumann M, Henne K, Sherif M. PCFWebUI: Data-driven WebUI for holistic decarbonization based on PCF-Tracking. In: Garijo D, Gentile AL, Kurteva A, Mannocci A, Osborne F, Vahdati S, eds. Joint Proceedings of Posters, Demos, Workshops, and Tutorials of the 20th International Conference on Semantic Systems Co-Located with 20th International Conference on Semantic Systems (SEMANTiCS 2024), Amsterdam, The Netherlands, September 17-19, 2024. Vol 3759. CEUR Workshop Proceedings. CEUR-WS.org; 2024.
LibreCat
2024 | Book (Editor) | LibreCat-ID: 61182
Herzig B, Eickelmann B, Schwabl F, Schulze J, Niemann J, eds. Lehrkräftebildung in der digitalen Welt. Zukunftsorientierte Forschungs- und Praxisperspektiven . Vol 1. 1st ed. Waxmann; 2024. doi:10.31244/9783830998372
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2024 | Book (Editor) | LibreCat-ID: 61186
Herzig B, Eickelmann B, Schwabl F, Schulze J, Niemann J, eds. Lehrkräftebildung in der digitalen Welt. Zukunftsorientierte Forschungs- und Praxisperspektiven. Vol 1. 1st ed. Waxmann; 2024.
LibreCat
2024 | Book (Editor) | LibreCat-ID: 51129 |
Herzig B, Eickelmann B, Schwabl F, Schulze J, Niemann J, eds. Lehrkräftebildung in der digitalen Welt – zukunftsorientierte Forschungs- und Praxisperspektiven. Waxmann Verlag GmbH; 2024. doi:10.31244/9783830998372
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2024 | Conference Paper | LibreCat-ID: 55094
Zahera HMA, Manzoor A, Sherif M, Moussallem D, Ngonga Ngomo A-C. Generating SPARQL from Natural Language Using Chain-of-Thoughts Prompting. In: SEMANTiCS. ; 2024.
LibreCat
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.
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
2024 | Conference Paper | LibreCat-ID: 61180
Belosevic M, Buschmeier H. Quote to explain: Using multimodal metalinguistic markers to explain large language models’ understanding capabilities. In: ICMI Companion ’24: Companion Proceedings of the 26th International Conference on Multimodal Interaction. ACM; 2024:225–227. doi:10.1145/3686215.3689203
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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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