@inproceedings{qin-etal-2026-semflowrag, title = "{S}em{F}low{RAG}: Directed Semantic Flow from Abstraction to Evidence for Complex Reasoning", author = "Qin, Houyuan and Wu, Rong and Qin, Qinyuan and Shi, Botian and Qu, Jingjing and Sun, Yang and Cai, Pinlong", 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.308/", pages = "7094--7109", ISBN = "979-8-89176-459-0" }