@inproceedings{tian-etal-2026-dual, title = "Dual-Bias Load Balancing: Mitigating Expert-Bias Staleness in Auxiliary-Loss-Free Mixture-of-Experts", author = "Tian, Yuxin and Zhao, Hailin and Liu, Jia and Zhang, Zhiqiang", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1786/", pages = "38193--38206", ISBN = "979-8-89176-462-0" }