@inproceedings{qian-etal-2026-improved, title = "Improved Policy Optimization for Mixture-of-Experts Models: Importance Sampling and Rewarding from an Expert-Centric Perspective", author = "Qian, Yining and Li, Jinpeng and Mi, Fei and Shang, Lifeng and Zhang, Xiang", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1944/", pages = "39029--39038", ISBN = "979-8-89176-395-1" }