@inproceedings{pan-etal-2026-paperscout, title = "{P}aper{S}cout: An Autonomous Agent for Academic Paper Search with Process-Aware Sequence-Level Policy Optimization", author = "Pan, Tingyue and Ouyang, Jie and Cheng, Mingyue and Li, Qingchuan and Liu, Zirui and Wang, Daoyu and Pan, Mingfan and Yu, Shuo and Liu, Qi and Chen, Enhong", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1743/", pages = "37294--37310", ISBN = "979-8-89176-462-0" }