@inproceedings{ning-etal-2026-nimblemoe, title = "{N}imble{M}o{E}: Collaboration-Aware Expert Merging with Sparse Compensation for Efficient Mixture-of-Experts {LLM}s", author = "Ning, Zhiyuan and Liu, Xiaoran and Xu, Ruge and Guo, Xinfei and He, Ziwei and Qiu, Xipeng", 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.2036/", pages = "46390--46408", ISBN = "979-8-89176-459-0" }