{
  "id": "2310.10845",
  "title": "CoTFormer: A Chain-of-Thought Driven Architecture with Budget-Adaptive Computation Cost at Inference",
  "authors": "Amirkeivan Mohtashami, Matteo Pagliardini, Martin Jaggi",
  "first_public": "2023-10-16",
  "venue": "arXiv",
  "arxiv": "2310.10845",
  "paper_url": "https://arxiv.org/abs/2310.10845",
  "lens": [
    "recurrent"
  ],
  "representation": [
    "hidden-state"
  ],
  "computation": [
    "recurrent",
    "depth-wise"
  ],
  "training": [
    "supervised"
  ],
  "questions": [
    "capability",
    "efficiency",
    "controllability"
  ],
  "evidence": [
    "empirical"
  ],
  "modality": [
    "language",
    "symbolic"
  ],
  "summary": "Runs shared transformer blocks repeatedly, keeping earlier passes available to attention. A learned router chooses how many passes each token receives.",
  "provenance": "Primary-source literature search, 2026-09-04",
  "author_names": [
    "Amirkeivan Mohtashami",
    "Matteo Pagliardini",
    "Martin Jaggi"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2310.10845/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2310-10845",
  "citation_date": "2023-10-16",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2310.10845/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2310.10845/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2310.10845/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2310.10845/citation.csl.json"
}