@inproceedings{cai-etal-2025-low, title = "Low-Confidence Gold: Refining Low-Confidence Samples for Efficient Instruction Tuning", author = "Cai, Hongyi and Li, Jie and Rahman, Mohammad Mahdinur and Dong, Wenzhen", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.findings-emnlp.437/", pages = "8233--8240", ISBN = "979-8-89176-335-7" }