@inproceedings{william-lithgow-serrano-etal-2025-causal, title = "Causal Understanding by {LLM}s: The Role of Uncertainty", author = "William Lithgow-Serrano, Oscar and Kanjirangat, Vani and Antonucci, Alessandro", editor = {Eikema, Bryan and V{\'a}zquez, Ra{\'u}l and Berant, Jonathan and de Marneffe, Marie-Catherine and Plank, Barbara and Shelmanov, Artem and Swayamdipta, Swabha and Tiedemann, J{\"o}rg and Zerva, Chrysoula and Aziz, Wilker}, booktitle = "Proceedings of the 2nd Workshop on Uncertainty-Aware NLP (UncertaiNLP 2025)", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/author-page-felix-schneider-kit/2025.uncertainlp-main.19/", doi = "10.18653/v1/2025.uncertainlp-main.19", pages = "208--228", ISBN = "979-8-89176-349-4" }