@inproceedings{chen-etal-2026-beyond-high, title = "Beyond High-Entropy Exploration: Correctness-Aware Low-Entropy Segment-Based Advantage Shaping for Reasoning {LLM}s", author = "Chen, Xinzhu and Li, Xuesheng and Sun, Zhongxiang and Yu, Weijie", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1650/", pages = "32970--32984", ISBN = "979-8-89176-395-1" }