@inproceedings{pournemat-etal-2026-reasoning, title = "Reasoning Under Uncertainty: Exploring Probabilistic Reasoning Capabilities of {LLM}s", author = "Pournemat, Mobina and Rezaei, Keivan and Sriramanan, Gaurang and Zarei, Arman and Eghbalzadeh, Hamid and Wang, Yang and Fu, Jiaxiang and Peng, Fuchun and Wang, Zhigang and Feng, Xue and Noorshams, Nima and Feizi, Soheil", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.37/", pages = "811--829", ISBN = "979-8-89176-459-0" }