@inproceedings{zhou-etal-2026-beyond, title = "Beyond the Final Layer: Intermediate Representations for Better Multilingual Calibration in Large Language Models", author = "Zhou, Ej and Zhang, Caiqi and Hu, Tiancheng and Li, Chengzu and Collier, Nigel and Vuli{\'c}, Ivan and Korhonen, Anna", 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.958/", pages = "22097--22121", ISBN = "979-8-89176-459-0" }