@inproceedings{wang-etal-2026-beyond-top, title = "Beyond Top-k : Mass-Aware Support Sampling for On-Policy Distillation", author = "Wang, Yu and Chen, Xinran and Li, Yuchen and Honghai, Zhang and Kong, Rui and Chen, Jiamin and Yan, Lingyong and Kong, Linghe and Ma, Chen and Xiong, Haoyi and Yin, Dawei", 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.198/", pages = "4540--4554", ISBN = "979-8-89176-459-0" }