@misc{lit_2505_16782,
  title = { {Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning} },
  author = {Xinghao Chen and Anhao Zhao and Heming Xia and Xuan Lu and Hanlin Wang and Yanjun Chen and Wei Zhang and Jian Wang and Wenjie Li and Xiaoyu Shen},
  year = {2025},
  note = {arXiv preprint},
  eprint = {2505.16782},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.16782}
}