@inproceedings{nguyen-etal-2026-crisp, title = "{CRISP}: Cliff-awa{R}e Input-adaptive Sparse Prefilling with Structural-Mass-Motivated Routing", author = "Nguyen, Huy Huu and Nguyen, Chien Van and Dernoncourt, Franck and Rossi, Ryan A. and Van, Linh Ngo and Chen, Jieyang and Nguyen, Thien Huu", 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.184/", pages = "4199--4214", ISBN = "979-8-89176-459-0" }