@inproceedings{li-etal-2026-near, title = "{NEAR}: Neighborhood-Aware Context Reconstruction for Ultra-Long Document Reading Comprehension of {LLM}s", author = "Li, Han and Chen, Xuanang and He, Ben and Sun, Le", 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.886/", pages = "20434--20453", ISBN = "979-8-89176-459-0" }