@inproceedings{lin-etal-2026-scroll, title = "Scroll-Net: Geometry-Aware Constrained Decoding for Multi-Page Document Hierarchy Parsing", author = "Lin, Wanting and Cheng, Hiuyi and Pan, Wei and Jin, Lianwen", 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.1483/", pages = "33908--33922", ISBN = "979-8-89176-459-0" }