@inproceedings{dong-etal-2026-rl, title = "{RL}-{PLUS}: Countering Capability Boundary Collapse of {LLM}s in Reinforcement Learning with Hybrid-policy Optimization", author = "Dong, Yihong and Jiang, Xue and Tao, Yongding and Liu, Huanyu and Zhang, Kechi and Mou, Lili and Cao, Rongyu and MA, Yingwei and Chen, Jue and Li, Binhua and Jin, Zhi and Huang, Fei and Li, Yongbin and Li, Ge", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1994/", pages = "43029--43053", ISBN = "979-8-89176-390-6" }