Yiwen Ding, Zhiheng Xi, Wei He 0024, Lizhuoyuan Lizhuoyuan, Yitao Zhai, Shi Xiaowei, Xunliang Cai, Tao Gui, Qi Zhang 0001, Xuanjing Huang 0001. Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling. In Luis Chiruzzo, Alan Ritter, Lu Wang, editors, Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 1: Long Papers, Albuquerque, New Mexico, USA, April 29 - May 4, 2025. pages 10627-10646, Association for Computational Linguistics, 2025. [doi]
Abstract is missing.