@article{clorecontentleveloptimizationforreasonin, title = {CLORE: Content-Level Optimization for Reasoning Efficiency}, author = {Yuyang Wu and Qiyao Xue and Guanxing Lu and Weichen Liu and Zihan Wang and Manling Li and Olexandr Isayev}, year = {2026}, eprint = {2605.22211}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.22211}, }