@inproceedings{sun-etal-2025-self, title = "The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding?", author = "Sun, Yutao and Chen, Mingshuai and Zhao, Tiancheng and Xu, Ruochen and Zhang, Zilun and Yin, Jianwei", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/display_plenaries/2025.findings-acl.337/", pages = "6501--6512", ISBN = "979-8-89176-256-5" }