Publications
Overview of our Journal and Conference Papers:
Listed by year
2026
Schmude, T, Koesten, L, Möller, T & Tschiatschek, S 2026, 'Better Together? On the Design and Use of Explanations to Support Novices in Individual and Collective Deliberations About AI', International Journal of Human-Computer-Interaction, pp. 1-41.
Xia, Y, Schoenegger, L & Roth, B 2026, Influential Training Data Retrieval for Explaining Verbalized Confidence of LLMs. in The 48th European Conference on Information Retrieval (ECIR 2026) . <https://link.springer.com/chapter/10.1007/978-3-032-21289-4_34>
Edwards, N & Schuster, S 2026 'Ask or Assume? Uncertainty-Aware Clarification-Seeking in Coding Agents'.
Xia, Y, Stańczak, K & Roth, B 2026, Explaining Generalization of AI-Generated Text Detectors Through Linguistic Analysis. in V Demberg, K Inui & L Marquez (eds), Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics . vol. 1, Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/2026.eacl-long.307
Kamath, G, Madathil, S, Schuster, S, de Marneffe, M-C & Reddy, S 2026 'Humans and LLMs Diverge on Probabilistic Inferences'.
Hong, P, Chen, B, Peng, S, de Marneffe, M-C, Roth, B & Plank, B 2026, Agree, Disagree, Explain: Decomposing Human Label Variation in NLI through the Lens of Explanations. in Findings of the Association for Computational Linguistics: ACL 2026. Association for Computational Linguistics (ACL), 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), San Diego, California, United States, 2/07/26. https://doi.org/https://arxiv.org/pdf/2510.16458
Schoenegger, L & Roth, B 2026, Compact Example-Based Explanations for Language Models. in Findings of the Association for Computational Linguistics: ACL 2026. Association for Computational Linguistics (ACL). https://doi.org/10.48550/arXiv.2601.03786
Tang, Z, Zhao, Q, Franco, G, Wijaya, D, Mueller, A, Schuster, S & Kim, N 2026, Do Language Models Track Entities Across State Changes? in Forty-Third International Conference on Machine Learning (ICML 2026).
Kraljevska, M, Hlavackova-Schindler, K, Miklautz, L & Plant, C 2026, 'EEG-based classification in psychiatry using motif discovery', Neuroscience Informatics, vol. 6, pp. 100242. https://doi.org/10.1016/j.neuri.2025.100242