@article{beyondhighentropyexplorationcorrectnessa, title = {Beyond High-Entropy Exploration: Correctness-Aware Low-Entropy Segment-Based Advantage Shaping for Reasoning LLMs}, author = {Xinzhu Chen and Xuesheng Li and Zhongxiang Sun and Weijie Yu}, year = {2025}, eprint = {2512.00908}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.00908}, }