{
  "id": "2409.08561",
  "title": "Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding",
  "authors": "Tianqiao Liu, Zui Chen, Zitao Liu, Mi Tian, Weiqi Luo",
  "first_public": "2024-09-13",
  "venue": "arXiv",
  "arxiv": "2409.08561",
  "paper_url": "https://arxiv.org/abs/2409.08561",
  "lens": [
    "continuous"
  ],
  "representation": [
    "continuous-state"
  ],
  "computation": [
    "token-wise"
  ],
  "training": [
    "supervised"
  ],
  "questions": [
    "capability",
    "efficiency"
  ],
  "evidence": [
    "empirical"
  ],
  "modality": [
    "language"
  ],
  "summary": "Trains one model to compress written reasoning into special-token representations, then trains another to answer using those representations.",
  "provenance": "Awesome-Latent-CoT",
  "author_names": [
    "Tianqiao Liu",
    "Zui Chen",
    "Zitao Liu",
    "Mi Tian",
    "Weiqi Luo"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2409.08561/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2409-08561",
  "citation_date": "2024-09-13",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2409.08561/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2409.08561/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2409.08561/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2409.08561/citation.csl.json"
}