@inproceedings{piryani-etal-2026-temporal, title = "Does the Temporal Focus of Information Affect Confidence Calibration in {LLM}s? A Study of Temporal Effects on Model Confidence", author = "Piryani, Bhawna and Mozafari, Jamshid and Jatowt, Adam", 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.1854/", pages = "39582--39610", ISBN = "979-8-89176-462-0" }