@inproceedings{bodhwani-etal-2025-calibrated, title = "A Calibrated Reflection Approach for Enhancing Confidence Estimation in {LLM}s", author = "Bodhwani, Umesh and Ling, Yuan and Dong, Shujing and Feng, Yarong and Li, Hongfei and Goyal, Ayush", editor = "Cao, Trista and Das, Anubrata and Kumarage, Tharindu and Wan, Yixin and Krishna, Satyapriya and Mehrabi, Ninareh and Dhamala, Jwala and Ramakrishna, Anil and Galystan, Aram and Kumar, Anoop and Gupta, Rahul and Chang, Kai-Wei", booktitle = "Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)", month = may, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2025.trustnlp-main.26/", pages = "399--411", ISBN = "979-8-89176-233-6" }