@article{reasoningormemorizationdirectionawarediv,
  title = {Reasoning or Memorization? Direction-Aware Diversity Exploration in LLM Reinforcement Learning},
  author = {Jiangnan Xia and Yucheng Shi and Yu Yang and Kishan Panaganti and Zhenwen Liang and Ninghao Liu},
  year = {2026},
  eprint = {2606.10346},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.10346},
}