@inproceedings{zhu-etal-2026-llms-consume, title = "How Should {LLM}s Consume High-Quality Data? Optimal Data Scheduling via Quality-Aware Functional Scaling Laws", author = "Zhu, Zhitao and Wang, Xili and Wu, Shizhe and Fu, Jiawei and Liu, Xiaoqing", 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.241/", pages = "5499--5528", ISBN = "979-8-89176-459-0" }