@inproceedings{lai-etal-2026-sampled, title = "From Sampled Outcomes to Capability Distributions: Rethinking Supervision for {LLM} Routing", author = "Lai, Guannan and Hu, Haoran and Chen, Long and Li, Zhenguo and Ye, Han-Jia", 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.333/", pages = "7667--7688", ISBN = "979-8-89176-459-0" }