@article{rethinkingreasoningqualityinlargelanguag,
  title = {Rethinking Reasoning Quality in Large Language Models through Enhanced Chain-of-Thought via RL},
  author = {Haoyang He and Zihua Rong and Kun Ji and Chenyang Li and Qing Huang and Chong Xia and Lan Yang and Honggang Zhang},
  year = {2025},
  eprint = {2509.06024},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.06024},
}