@inproceedings{chen-etal-2023-adaptation, title = "Adaptation with Self-Evaluation to Improve Selective Prediction in {LLM}s", author = "Chen, Jiefeng and Yoon, Jinsung and Ebrahimi, Sayna and Arik, Sercan and Pfister, Tomas and Jha, Somesh", editor = "Bouamor, Houda and Pino, Juan and Bali, Kalika", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2023", month = dec, year = "2023", address = "Singapore", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2023.findings-emnlp.345/", doi = "10.18653/v1/2023.findings-emnlp.345", pages = "5190--5213" }