@inproceedings{arana-etal-2026-models, title = "When Models Hesitate: Answer Instability as a Label-Free Uncertainty Signal for {LLM}s", author = "Arana, Jasper Meynard and Carandang, Kristine Ann M. and Casin, Ethan Robert and Alis, Christian and Monterola, Christopher", editor = "T.Y.S.S., Santosh and Rodriguez, Juan Diego and de Gibert, Ona", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-srw.72/", pages = "816--826", ISBN = "979-8-89176-393-7" }