@inproceedings{zou-etal-2026-text, title = "Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and {LLM} Reconstruction", author = "Zou, Yuchun and Tong, Junhong and Li, Jun", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.aacl-long.107/", pages = "2349--2382", ISBN = "979-8-89176-439-2" }