@inproceedings{yu-etal-2026-stabilizing, title = "Stabilizing Unsupervised Self-Evolution of {MLLM}s via Continuous Softened Retracing re{S}ampling", author = "Yu, Yunyao and Wu, ZhengXian and Chen, Zhuohong and Xu, Hangrui and Liao, Zirui and Deng, Xiangwen and Liu, Zhifang and Shi, Senyuan and Wang, Haoqian", 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.199/", pages = "4555--4571", ISBN = "979-8-89176-459-0" }