@inproceedings{liu-etal-2026-scope, title = "{SCOPE}-{RL}: Optimizing Reasoning Paths Before and After Success", author = "Liu, Xiaojian and Xu, Han and Xia, Jianqiang and Li, Zhixuan and Xu, Ke and Dai, Yiwei and Chen, Xinran and Wu, Changwo and Li, Yuchen", 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.1085/", pages = "22968--22989", ISBN = "979-8-89176-462-0" }