@inproceedings{zheng-etal-2026-scilens, title = "{S}ci{LENS}: {RL}-Driven Autonomous Agents for Scientific Localized Evidence Navigation and Synthesis", author = "Zheng, Leqi and Su, Jinbo and Li, Yuying and Wang, Chaokun and Wang, Weiping and Li, Haitao and Zhang, Jiajun and Yan, Shannan and Kang, Zhaolu and Fu, Rong and Wu, Jie and Niu, Fang and Zhang, Hang", 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.589/", pages = "13482--13526", ISBN = "979-8-89176-459-0" }