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3023 Publications
2024 | Conference Paper | LibreCat-ID: 55913 | 
Wagner, P., Włodarczak, M., Buschmeier, H., Türk, O., & Gilmartin, E. (2024). Turn-taking dynamics across different phases of explanatory dialogues. Proceedings of the 28th Workshop on the Semantics and Pragmatics of Dialogue, 6–14.
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2024 | Journal Article | LibreCat-ID: 56190
Klowait, N., Erofeeva, M., Lenke, M., Horwath, I., & Buschmeier, H. (2024). Can AI explain AI? Interactive co-construction of explanations among human and artificial agents. Discourse & Communication, 18(6), 917–930. https://doi.org/10.1177/17504813241267069
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2024 | Conference Paper | LibreCat-ID: 58224
Kenneweg, P., Kenneweg, T., Fumagalli, F., & Hammer, B. (2024). No learning rates needed: Introducing SALSA - Stable Armijo Line Search Adaptation. 2024 International Joint Conference on Neural Networks (IJCNN), 1–8. https://doi.org/10.1109/IJCNN60899.2024.10650124
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2024 | Conference Paper | LibreCat-ID: 53073
Muschalik, M., Fumagalli, F., Hammer, B., & Huellermeier, E. (2024). Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 38(13), 14388–14396. https://doi.org/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. (2024). SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification. Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS), 238, 3520–3528.
LibreCat
2024 | Conference Paper | LibreCat-ID: 58223
Fumagalli, F., Muschalik, M., Kolpaczki, P., Hüllermeier, E., & Hammer, B. (2024). KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions. Proceedings of the 41st International Conference on Machine Learning (ICML), 235, 14308–14342.
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2024 | Conference Paper | LibreCat-ID: 61228
Muschalik, M., Baniecki, H., Fumagalli, F., Kolpaczki, P., Hammer, B., & Huellermeier, E. (2024). shapiq: Shapley interactions for machine learning. Advances in Neural Information Processing Systems (NeurIPS), 37, 130324–130357.
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2024 | Conference Paper | LibreCat-ID: 61230
Kolpaczki, P., Bengs, V., Muschalik, M., & Hüllermeier, E. (2024). Approximating the shapley value without marginal contributions. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 38(12), 13246–13255.
LibreCat
2024 | Conference Paper | LibreCat-ID: 61176 |
Wang, Y., & Buschmeier, H. (2024). Revisiting the phenomenon of syntactic complexity convergence on German dialogue data. Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024), 75–80.
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2024 | Conference Paper | LibreCat-ID: 55911 |
Wang, Y., Xu, Y., Skantze, G., & Buschmeier, H. (2024). How much does nonverbal communication conform to entropy rate constancy?: A case study on listener gaze in interaction. Findings of the Association for Computational Linguistics ACL 2024, 3533–3545.
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2024 | Conference Abstract | LibreCat-ID: 56314
Riechmann, A. N., & Buschmeier, H. (2024). Automatic reconstruction of dialogue participants’ coordinating gaze behavior from multiple camera perspectives. Book of Abstracts of the 2nd International Multimodal Communication Symposium, 38–39.
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2024 | Conference Paper | LibreCat-ID: 58722 |
Spliethöver, M., Menon, S. N., & Wachsmuth, H. (2024). Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness. In L.-W. Ku, A. Martins, & V. Srikumar (Eds.), Findings of the Association for Computational Linguistics: ACL 2024 (pp. 9294–9313). Association for Computational Linguistics. https://doi.org/10.18653/v1/2024.findings-acl.553
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2024 | Journal Article | LibreCat-ID: 61251
Bauch, D., Köcher, N., Heinisch, N., & Schumacher, S. (2024). Time-bin entanglement in the deterministic generation of linear photonic cluster states. APL Quantum, 1(3), Article 036110. https://doi.org/10.1063/5.0214197
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2024 | Journal Article | LibreCat-ID: 61253
Heinisch, N., Köcher, N., Bauch, D., & Schumacher, S. (2024). Swing-up dynamics in quantum emitter cavity systems: Near ideal single photons and entangled photon pairs. Physical Review Research, 6(1), Article L012017. https://doi.org/10.1103/physrevresearch.6.l012017
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2024 | Journal Article | LibreCat-ID: 61255
Schneider, T., Gao, W., Zentgraf, T., Schumacher, S., & Ma, X. (2024). Topological edge and corner states in coupled wave lattices in nonlinear polariton condensates. Nanophotonics, 13(4), 509–518. https://doi.org/10.1515/nanoph-2023-0556
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2024 | Journal Article | LibreCat-ID: 61257
Wingenbach, J., Schumacher, S., & Ma, X. (2024). Manipulating spectral topology and exceptional points by nonlinearity in non-Hermitian polariton systems. Physical Review Research, 6(1), Article 013148. https://doi.org/10.1103/physrevresearch.6.013148
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2024 | Conference Paper | LibreCat-ID: 61273
Paletschek, J. (2024). A Paradigm to Investigate Social Signals of Understanding and Their Susceptibility to Stress. 12th International Conference on Affective Computing & Intelligent Interaction. 12th International Conference on Affective Computing & Intelligent Interaction, Glasgow. https://doi.org/10.1109/ACII63134.2024.00040
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2024 | Journal Article | LibreCat-ID: 61290
Johnson, D., Hakobyan, O., Paletschek, J., & Drimalla, H. (2024). Explainable AI for Audio and Visual Affective Computing: A Scoping Review. IEEE Transactions on Affective Computing, 16(2), 518–536. https://doi.org/10.1109/taffc.2024.3505269
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2024 | Journal Article | LibreCat-ID: 61357
Krenz, M., Sanna, S., Gerstmann, U., & Schmidt, W. G. (2024). Understanding and Improving Triplet Exciton Transfer in Sensitized Silicon Solar Cells. The Journal of Physical Chemistry C, 128(41), 17774–17778. https://doi.org/10.1021/acs.jpcc.4c05446
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2024 | Conference Paper | LibreCat-ID: 55429
Battefeld, D., Mues, S., Wehner, T., House, P., Kellinghaus, C., Wellmer, J., & Kopp, S. (2024). Revealing the Dynamics of Medical Diagnostic Reasoning as Step-by-Step Cognitive Process Trajectories. Proceedings of the 46th Annual Conference of the Cognitive Science Society. The Annual Meeting of the Cognitive Science Society, Rotterdam, NL.
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