@inproceedings{yuan-etal-2025-superficial, title = "Superficial Self-Improved Reasoners Benefit from Model Merging", author = "Yuan, Xiangchi and Zhang, Chunhui and Liu, Zheyuan and Shi, Dachuan and Pan, Leyan and Vosoughi, Soroush and Lee, Wenke", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.301/", pages = "5912--5932", ISBN = "979-8-89176-332-6" }