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8134 Publications
2024 | Conference Paper | LibreCat-ID: 55995 | 
I. Pilán, L. Prévot, H. Buschmeier, and P. 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, Kyoto, Japan, 2024, pp. 440–457, doi: 10.18653/v1/2024.sigdial-1.38.
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2024 | Conference Paper | LibreCat-ID: 55913 |
P. Wagner, M. Włodarczak, H. Buschmeier, O. Türk, and E. Gilmartin, “Turn-taking dynamics across different phases of explanatory dialogues,” in Proceedings of the 28th Workshop on the Semantics and Pragmatics of Dialogue, Trento, Italy, 2024, pp. 6–14.
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2024 | Book Chapter | LibreCat-ID: 61210
A. Becker, M. Sherif, and A.-C. Ngonga Ngomo, “Blink: Blank Node Matching Using Embeddings,” in Lecture Notes in Computer Science, Cham: Springer Nature Switzerland, 2024.
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2024 | Conference Paper | LibreCat-ID: 54084
N. Karalis, A. Bigerl, L. Heidrich, M. Sherif, and A.-C. Ngonga Ngomo, “Efficient Evaluation of Conjunctive Regular Path Queries Using Multi-way Joins,” 2024.
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2024 | Conference Paper | LibreCat-ID: 61219
A. Kumar, M. Naumann, K. Henne, and M. 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, Amsterdam,The Netherlands, 2024, vol. 3759.
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2024 | Book (Editor) | LibreCat-ID: 61186
B. Herzig, B. Eickelmann, F. Schwabl, J. Schulze, and J. Niemann, Eds., Lehrkräftebildung in der digitalen Welt. Zukunftsorientierte Forschungs- und Praxisperspektiven, 1st ed., vol. 1. Münster: Waxmann, 2024.
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2024 | Book (Editor) | LibreCat-ID: 51129 |
B. Herzig, B. Eickelmann, F. Schwabl, J. Schulze, and J. Niemann, Eds., Lehrkräftebildung in der digitalen Welt – zukunftsorientierte Forschungs- und Praxisperspektiven. Münster: Waxmann Verlag GmbH, 2024.
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2024 | Conference Paper | LibreCat-ID: 55094
H. M. A. Zahera, A. Manzoor, M. Sherif, D. Moussallem, and A.-C. Ngonga Ngomo, “Generating SPARQL from Natural Language Using Chain-of-Thoughts Prompting,” 2024.
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2024 | Journal Article | LibreCat-ID: 56190
N. Klowait, M. Erofeeva, M. Lenke, I. Horwath, and H. Buschmeier, “Can AI explain AI? Interactive co-construction of explanations among human and artificial agents,” Discourse & Communication, vol. 18, no. 6, pp. 917–930, 2024, doi: 10.1177/17504813241267069.
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2024 | Conference Paper | LibreCat-ID: 58224
P. Kenneweg, T. Kenneweg, F. Fumagalli, and B. Hammer, “No learning rates needed: Introducing SALSA - Stable Armijo Line Search Adaptation,” in 2024 International Joint Conference on Neural Networks (IJCNN), 2024, pp. 1–8, doi: 10.1109/IJCNN60899.2024.10650124.
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2024 | Conference Paper | LibreCat-ID: 53073
M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024, vol. 38, no. 13, pp. 14388–14396, doi: 10.1609/aaai.v38i13.29352.
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2024 | Conference Paper | LibreCat-ID: 55311
P. Kolpaczki, M. Muschalik, F. Fumagalli, B. Hammer, and E. 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), 2024, vol. 238, pp. 3520–3528.
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2024 | Conference Paper | LibreCat-ID: 58223
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, and B. Hammer, “KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions,” in Proceedings of the 41st International Conference on Machine Learning (ICML), 2024, vol. 235, pp. 14308–14342.
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2024 | Conference Paper | LibreCat-ID: 61228
M. Muschalik, H. Baniecki, F. Fumagalli, P. Kolpaczki, B. Hammer, and E. Huellermeier, “shapiq: Shapley interactions for machine learning,” in Advances in Neural Information Processing Systems (NeurIPS), 2024, vol. 37, pp. 130324–130357.
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2024 | Conference Paper | LibreCat-ID: 61230
P. Kolpaczki, V. Bengs, M. Muschalik, and E. Hüllermeier, “Approximating the shapley value without marginal contributions,” in Proceedings of the AAAI conference on Artificial Intelligence (AAAI), 2024, vol. 38, no. 12, pp. 13246–13255.
LibreCat
2024 | Conference Paper | LibreCat-ID: 55911 |
Y. Wang, Y. Xu, G. Skantze, and H. Buschmeier, “How much does nonverbal communication conform to entropy rate constancy?: A case study on listener gaze in interaction,” in Findings of the Association for Computational Linguistics ACL 2024, Bangkok, Thailand, 2024, pp. 3533–3545.
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2024 | Conference Paper | LibreCat-ID: 61176 |
Y. Wang and H. Buschmeier, “Revisiting the phenomenon of syntactic complexity convergence on German dialogue data,” in Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024), Vienna, Austria, 2024, pp. 75–80.
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2024 | Conference Paper | LibreCat-ID: 61180
M. Belosevic and H. 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, San José, Costa Rica, 2024, pp. 225–227, doi: 10.1145/3686215.3689203.
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2024 | Conference Abstract | LibreCat-ID: 56314
A. N. Riechmann and H. Buschmeier, “Automatic reconstruction of dialogue participants’ coordinating gaze behavior from multiple camera perspectives,” in Book of Abstracts of the 2nd International Multimodal Communication Symposium, Frankfurt am Main, Germany, 2024, pp. 38–39.
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