{
  "id": "2505.16782",
  "title": "Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning",
  "authors": "Xinghao Chen, Anhao Zhao, Heming Xia, Xuan Lu, Hanlin Wang, Yanjun Chen, Wei Zhang, Jian Wang, Wenjie Li, Xiaoyu Shen",
  "first_public": "2025-05-22",
  "venue": "arXiv survey",
  "arxiv": "2505.16782",
  "paper_url": "https://arxiv.org/abs/2505.16782",
  "code_url": "https://github.com/EIT-NLP/Awesome-Latent-CoT",
  "lens": [
    "analysis"
  ],
  "representation": [
    "survey"
  ],
  "computation": [
    "survey"
  ],
  "training": [
    "analysis-only"
  ],
  "questions": [
    "survey",
    "taxonomy"
  ],
  "evidence": [
    "survey"
  ],
  "modality": [
    "language",
    "multimodal"
  ],
  "summary": "Surveys latent chain-of-thought methods and organizes a broad, continuously updated bibliography spanning token-wise, structural, representational, and analytical work.",
  "provenance": "Awesome-Latent-CoT",
  "author_names": [
    "Xinghao Chen",
    "Anhao Zhao",
    "Heming Xia",
    "Xuan Lu",
    "Hanlin Wang",
    "Yanjun Chen",
    "Wei Zhang",
    "Jian Wang",
    "Wenjie Li",
    "Xiaoyu Shen"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2505.16782/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2505-16782",
  "citation_date": "2025-05-22",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2505.16782/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2505.16782/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2505.16782/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2505.16782/citation.csl.json"
}