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32951 Publications
2024 | Journal Article | LibreCat-ID: 56190
Klowait, Nils, et al. “Can AI Explain AI? Interactive Co-Construction of Explanations among Human and Artificial Agents.” Discourse & Communication, vol. 18, no. 6, Sage, 2024, pp. 917–30, doi:10.1177/17504813241267069.
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2024 | Conference Paper | LibreCat-ID: 58224
Kenneweg, Philip, et al. “No Learning Rates Needed: Introducing SALSA - Stable Armijo Line Search Adaptation.” 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
Muschalik, Maximilian, et al. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), vol. 38, no. 13, 2024, pp. 14388–96, doi:10.1609/aaai.v38i13.29352.
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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 (AISTATS), 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 (ICML), vol. 235, PMLR, 2024, pp. 14308–14342.
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2024 | Conference Paper | LibreCat-ID: 61228
Muschalik, Maximilian, et al. “Shapiq: Shapley Interactions for Machine Learning.” Advances in Neural Information Processing Systems (NeurIPS), vol. 37, 2024, pp. 130324–130357.
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2024 | Conference Paper | LibreCat-ID: 61230
Kolpaczki, Patrick, et al. “Approximating the Shapley Value without Marginal Contributions.” Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), vol. 38, no. 12, 2024, pp. 13246–13255.
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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.” ICMI Companion ’24: Companion Proceedings of the 26th International Conference on Multimodal Interaction, ACM, 2024, pp. 225–227, doi:10.1145/3686215.3689203.
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2024 | Conference Paper | LibreCat-ID: 61176 | 
Wang, Yu, and Hendrik Buschmeier. “Revisiting the Phenomenon of Syntactic Complexity Convergence on German Dialogue Data.” Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024), 2024, pp. 75–80.
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2024 | Conference Paper | LibreCat-ID: 55911 |
Wang, Yu, et al. “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, 2024, pp. 3533–3545.
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2024 | Conference Abstract | LibreCat-ID: 56314
Riechmann, Alina Naomi, and Hendrik Buschmeier. “Automatic Reconstruction of Dialogue Participants’ Coordinating Gaze Behavior from Multiple Camera Perspectives.” Book of Abstracts of the 2nd International Multimodal Communication Symposium, 2024, pp. 38–39.
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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 | Journal Article | LibreCat-ID: 61251
Bauch, David, et al. “Time-Bin Entanglement in the Deterministic Generation of Linear Photonic Cluster States.” APL Quantum, vol. 1, no. 3, 036110, AIP Publishing, 2024, doi:10.1063/5.0214197.
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2024 | Journal Article | LibreCat-ID: 61250
Bennenhei, Christoph, et al. “Organic Room-Temperature Polariton Condensate in a Higher-Order Topological Lattice.” ACS Photonics, vol. 11, no. 8, American Chemical Society (ACS), 2024, pp. 3046–54, doi:10.1021/acsphotonics.4c00268.
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2024 | Conference Paper | LibreCat-ID: 56671
Illian, Marvin, et al. “Data Store Architectures: Balancing Functionality and Performance.” 2024 IEEE International Conference on Industrial Technology (ICIT), IEEE, 2024, doi:10.1109/icit58233.2024.10540811.
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2024 | Journal Article | LibreCat-ID: 61253
Heinisch, Nils, et al. “Swing-up Dynamics in Quantum Emitter Cavity Systems: Near Ideal Single Photons and Entangled Photon Pairs.” Physical Review Research, vol. 6, no. 1, L012017, American Physical Society (APS), 2024, doi:10.1103/physrevresearch.6.l012017.
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2024 | Journal Article | LibreCat-ID: 61255
Schneider, Tobias, et al. “Topological Edge and Corner States in Coupled Wave Lattices in Nonlinear Polariton Condensates.” Nanophotonics, vol. 13, no. 4, Walter de Gruyter GmbH, 2024, pp. 509–18, doi:10.1515/nanoph-2023-0556.
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2024 | Journal Article | LibreCat-ID: 61257
Wingenbach, Jan, et al. “Manipulating Spectral Topology and Exceptional Points by Nonlinearity in Non-Hermitian Polariton Systems.” Physical Review Research, vol. 6, no. 1, 013148, American Physical Society (APS), 2024, doi:10.1103/physrevresearch.6.013148.
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2024 | Journal Article | LibreCat-ID: 61258
Wei, Huan, et al. “Novel Phosphazenium Tetrafluoroborate Dopant Enables Efficient and Thermally Stable N‐Doped Organic Semiconductors.” Advanced Electronic Materials, 2400767, Wiley, 2024, doi:10.1002/aelm.202400767.
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2024 | Journal Article | LibreCat-ID: 61259
Bauch, Fabian, et al. “Dynamics of Electron–Hole Coulomb Attractive Energy and Dipole Moment of Hot Excitons in Donor–Acceptor Polymers.” The Journal of Physical Chemistry C, vol. 128, no. 8, American Chemical Society (ACS), 2024, pp. 3525–32, doi:10.1021/acs.jpcc.3c07513.
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