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28447 Publications
2024 | Conference Paper | LibreCat-ID: 61177 | 
Xu, Yang, Yu Wang, Hao An, Zhichen Liu, and Yongyuan Li. “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, 10108–10121. Miami, FL, USA: ACL, 2024. https://doi.org/10.18653/v1/2024.emnlp-main.564.
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2024 | Conference Abstract | LibreCat-ID: 56985
Buschmeier, Hendrik, Stefan Kopp, and Teena Hassan. “Multimodal Co-Construction of Explanations with XAI Workshop.” In Proceedings of the 26th ACM International Conference on Multimodal Interaction, 698–99. ACM, 2024. https://doi.org/10.1145/3678957.3689205.
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2024 | Conference Paper | LibreCat-ID: 55916
Booshehri, Meisam, Hendrik Buschmeier, and Philipp Cimiano. “A Model of Factors Contributing to the Success of Dialogical Explanations.” In Proceedings of the 26th ACM International Conference on Multimodal Interaction, 373–81. San José, Costa Rica: ACM, 2024. https://doi.org/10.1145/3678957.3685744.
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2024 | Conference Paper | LibreCat-ID: 55995 |
Pilán, Ildikó, Laurent Prévot, Hendrik Buschmeier, and Pierre Lison. “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, 440–457. Kyoto, Japan, 2024. https://doi.org/10.18653/v1/2024.sigdial-1.38.
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2024 | Conference Paper | LibreCat-ID: 55913 |
Wagner, Petra, Marcin Włodarczak, Hendrik Buschmeier, Olcay Türk, and Emer Gilmartin. “Turn-Taking Dynamics across Different Phases of Explanatory Dialogues.” In Proceedings of the 28th Workshop on the Semantics and Pragmatics of Dialogue, 6–14. Trento, Italy, 2024.
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2024 | Book Chapter | LibreCat-ID: 61210
Becker, Alexander, Mohamed Sherif, and Axel-Cyrille Ngonga Ngomo. “Blink: Blank Node Matching Using Embeddings.” In Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2024. https://doi.org/10.1007/978-3-031-77844-5_12.
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2024 | Conference Paper | LibreCat-ID: 54084
Karalis, Nikolaos, Alexander Bigerl, Liss Heidrich, Mohamed Sherif, and Axel-Cyrille Ngonga Ngomo. “Efficient Evaluation of Conjunctive Regular Path Queries Using Multi-Way Joins.” In ESWC, 2024.
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2024 | Conference Paper | LibreCat-ID: 61219
Kumar, Ajay, Marius Naumann, Kevin Henne, and Mohamed Sherif. “PCFWebUI: Data-Driven WebUI for Holistic Decarbonization Based on PCF-Tracking.” In 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, edited by Daniel Garijo, Anna Lisa Gentile, Anelia Kurteva, Andrea Mannocci, Francesco Osborne, and Sahar Vahdati, Vol. 3759. CEUR Workshop Proceedings. CEUR-WS.org, 2024.
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2024 | Book (Editor) | LibreCat-ID: 61182
Herzig, Bardo, Birgit Eickelmann, Franziska Schwabl, Johanna Schulze, and Jan Niemann, eds. Lehrkräftebildung in der digitalen Welt. Zukunftsorientierte Forschungs- und Praxisperspektiven . 1st ed. Vol. 1. Paderborner Beiträge zur Bildungsforschung und Lehrkräftebildung. Münster: Waxmann, 2024. https://doi.org/10.31244/9783830998372.
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2024 | Book (Editor) | LibreCat-ID: 61186
Herzig, Bardo, Birgit Eickelmann, Franziska Schwabl, Johanna Schulze, and Jan Niemann, eds. Lehrkräftebildung in der digitalen Welt. Zukunftsorientierte Forschungs- und Praxisperspektiven. 1st ed. Vol. 1. Paderborner Beiträge zur Bildungsforschung und Lehrkräftebildung. Münster: Waxmann, 2024.
LibreCat
2024 | Book (Editor) | LibreCat-ID: 51129 |
Herzig, Bardo, Birgit Eickelmann, Franziska Schwabl, J. Schulze, and Jan Niemann, eds. Lehrkräftebildung in der digitalen Welt – zukunftsorientierte Forschungs- und Praxisperspektiven. Münster: Waxmann Verlag GmbH, 2024. https://doi.org/10.31244/9783830998372.
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2024 | Conference Paper | LibreCat-ID: 55094
Zahera, Hamada Mohamed Abdelsamee, Ali Manzoor, Mohamed Sherif, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo. “Generating SPARQL from Natural Language Using Chain-of-Thoughts Prompting.” In SEMANTiCS. Amsterdam, Netherlands, 2024.
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2024 | Journal Article | LibreCat-ID: 56190
Klowait, Nils, Maria Erofeeva, Michael Lenke, Ilona Horwath, and Hendrik Buschmeier. “Can AI Explain AI? Interactive Co-Construction of Explanations among Human and Artificial Agents.” Discourse & Communication 18, no. 6 (2024): 917–30. https://doi.org/10.1177/17504813241267069.
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2024 | Conference Paper | LibreCat-ID: 58224
Kenneweg, Philip, Tristan Kenneweg, Fabian Fumagalli, and Barbara Hammer. “No Learning Rates Needed: Introducing SALSA - Stable Armijo Line Search Adaptation.” In 2024 International Joint Conference on Neural Networks (IJCNN), 1–8, 2024. https://doi.org/10.1109/IJCNN60899.2024.10650124.
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2024 | Conference Paper | LibreCat-ID: 53073
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 38:14388–96, 2024. https://doi.org/10.1609/aaai.v38i13.29352.
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2024 | Conference Paper | LibreCat-ID: 55311
Kolpaczki, Patrick, Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “SVARM-IQ: Efficient Approximation of Any-Order Shapley Interactions through Stratification.” In Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS), 238:3520–3528. Proceedings of Machine Learning Research. PMLR, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 58223
Fumagalli, Fabian, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, and Barbara Hammer. “KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions.” In Proceedings of the 41st International Conference on Machine Learning (ICML), 235:14308–14342. Proceedings of Machine Learning Research. PMLR, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 61228
Muschalik, Maximilian, Hubert Baniecki, Fabian Fumagalli, Patrick Kolpaczki, Barbara Hammer, and Eyke Huellermeier. “Shapiq: Shapley Interactions for Machine Learning.” In Advances in Neural Information Processing Systems (NeurIPS), 37:130324–130357, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 61230
Kolpaczki, Patrick, Viktor Bengs, Maximilian Muschalik, and Eyke Hüllermeier. “Approximating the Shapley Value without Marginal Contributions.” In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 38:13246–13255, 2024.
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2024 | Conference Paper | LibreCat-ID: 61180
Belosevic, Milena, and Hendrik Buschmeier. “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, 225–227. San José, Costa Rica: ACM, 2024. https://doi.org/10.1145/3686215.3689203.
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