@inproceedings{liu-etal-2026-cognitive-chunking, title = "Cognitive Chunking for Soft Prompts: Accelerating Compressor Learning via Block-wise Causal Masking", author = "Liu, Guojie and Wang, Yiqi and Yang, Yanfeng and Fan, Wenqi and Jian, Songlei and Zhang, Jianfeng and Yu, Jie", 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.1159/", pages = "26550--26565", ISBN = "979-8-89176-459-0" }