@inproceedings{gu-etal-2026-brief, title = "{BRIEF}-Pro: Universal Context Compression with Short-to-Long Synthesis for Fast and Accurate Multi-Hop Reasoning", author = "Gu, Jia-Chen and Zhang, Junyi and Wu, Di and Li, Yuankai and Chang, Kai-Wei and Peng, Nanyun", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.696/", pages = "14221--14241", ISBN = "979-8-89176-395-1" }