{
  "id": "2502.03275",
  "title": "Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning",
  "authors": "DiJia Su, Hanlin Zhu, Yingchen Xu, Jiantao Jiao, Yuandong Tian, Qinqing Zheng",
  "first_public": "2025-02-05",
  "venue": "arXiv",
  "arxiv": "2502.03275",
  "paper_url": "https://arxiv.org/abs/2502.03275",
  "lens": [
    "learned-tokens",
    "continuous"
  ],
  "representation": [
    "discrete-token",
    "text-latent-hybrid"
  ],
  "computation": [
    "token-wise"
  ],
  "training": [
    "supervised"
  ],
  "questions": [
    "capability",
    "efficiency"
  ],
  "evidence": [
    "empirical"
  ],
  "modality": [
    "language",
    "symbolic"
  ],
  "summary": "Interleaves latent and textual tokens so a model can combine compressed internal computation with readable reasoning steps.",
  "provenance": "Primary-source literature search, 2026-09-04",
  "author_names": [
    "DiJia Su",
    "Hanlin Zhu",
    "Yingchen Xu",
    "Jiantao Jiao",
    "Yuandong Tian",
    "Qinqing Zheng"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2502.03275/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2502-03275",
  "citation_date": "2025-02-05",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2502.03275/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2502.03275/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2502.03275/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2502.03275/citation.csl.json"
}