@inproceedings{wei-etal-2026-cose, title = "{COSE}: Confidence-Orchestrated Self-Evolution for Effective {LLM} Reasoning", author = "Wei, Bowen and Wang, Nan and Zhou, Yuqing and Pan, Jinhao and Zhu, Ziwei", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.2074/", pages = "47229--47249", ISBN = "979-8-89176-459-0" }