@inproceedings{alfarano-etal-2026-estimating, title = "Estimating Uncertainty from Reasoning: A Large-Scale Study of Multi- and Crosslingual {MCQA} Performance in {LLM}s", author = "Alfarano, Andrea and Bacciu, Andrea and Mansour, Saab and Mantrach, Amin and Federico, Marcello", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.865/", pages = "18275--18292", ISBN = "979-8-89176-462-0" }