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3031 Publications
2024 | Conference Paper | LibreCat-ID: 61179 | 
J. Sieker et al., “The illusion of competence: Evaluating the effect of explanations on users’ mental models of visual question answering systems,” in Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, Miami, FL, USA, 2024, pp. 19459–19475, doi: 10.18653/v1/2024.emnlp-main.1084.
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2024 | Conference Paper | LibreCat-ID: 55917 |
M. Booshehri, H. Buschmeier, and P. Cimiano, “Towards a BFO-based ontology of understanding in explanatory interactions,” presented at the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI), Santiago de Compostela, Spain, 2024.
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2024 | Conference Paper | LibreCat-ID: 61177 |
Y. Xu, Y. Wang, H. An, Z. Liu, and Y. 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, Miami, FL, USA, 2024, pp. 10108–10121, doi: 10.18653/v1/2024.emnlp-main.564.
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2024 | Conference Abstract | LibreCat-ID: 56985
H. Buschmeier, S. Kopp, and T. Hassan, “Multimodal Co-Construction of Explanations with XAI Workshop,” in Proceedings of the 26th ACM International Conference on Multimodal Interaction, San José, Costa Rica, 2024, pp. 698–699, doi: 10.1145/3678957.3689205.
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2024 | Conference Paper | LibreCat-ID: 55916
M. Booshehri, H. Buschmeier, and P. Cimiano, “A model of factors contributing to the success of dialogical explanations,” in Proceedings of the 26th ACM International Conference on Multimodal Interaction, San José, Costa Rica, 2024, pp. 373–381, doi: 10.1145/3678957.3685744.
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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 | 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.
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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: 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 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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2024 | Conference Paper | LibreCat-ID: 58722 |
M. Spliethöver, S. N. Menon, and H. Wachsmuth, “Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness,” in Findings of the Association for Computational Linguistics: ACL 2024, 2024, pp. 9294–9313, doi: 10.18653/v1/2024.findings-acl.553.
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2024 | Journal Article | LibreCat-ID: 61251
D. Bauch, N. Köcher, N. Heinisch, and S. Schumacher, “Time-bin entanglement in the deterministic generation of linear photonic cluster states,” APL Quantum, vol. 1, no. 3, Art. no. 036110, 2024, doi: 10.1063/5.0214197.
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2024 | Journal Article | LibreCat-ID: 61253
N. Heinisch, N. Köcher, D. Bauch, and S. Schumacher, “Swing-up dynamics in quantum emitter cavity systems: Near ideal single photons and entangled photon pairs,” Physical Review Research, vol. 6, no. 1, Art. no. L012017, 2024, doi: 10.1103/physrevresearch.6.l012017.
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