@inproceedings{ding-etal-2025-mitigating, title = "Mitigating Tail Narrowing in {LLM} Self-Improvement via Socratic-Guided Sampling", author = "Ding, Yiwen and Xi, Zhiheng and He, Wei and Lizhuoyuan, Lizhuoyuan and Zhai, Yitao and Xiaowei, Shi and Cai, Xunliang and Gui, Tao and Zhang, Qi and Huang, Xuanjing", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/Author-page-Marten-During-lu/2025.naacl-long.533/", pages = "10627--10646", ISBN = "979-8-89176-189-6" }