@inproceedings{podolak-verma-2025-read, title = "Read Your Own Mind: Reasoning Helps Surface Self-Confidence Signals in {LLM}s", author = "Podolak, Jakub and Verma, Rajeev", 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/ingest-alta/2025.uncertainlp-main.21/", doi = "10.18653/v1/2025.uncertainlp-main.21", pages = "247--258", ISBN = "979-8-89176-349-4" }