{
  "id": "2505.12629",
  "title": "Enhancing Latent Computation in Transformers with Latent Tokens",
  "authors": "Yuchang Sun, Yanxi Chen, Yaliang Li, Bolin Ding",
  "first_public": "2025-05-19",
  "venue": "arXiv",
  "arxiv": "2505.12629",
  "paper_url": "https://arxiv.org/abs/2505.12629",
  "lens": [
    "learned-tokens"
  ],
  "representation": [
    "discrete-token"
  ],
  "computation": [
    "token-wise"
  ],
  "training": [
    "supervised"
  ],
  "questions": [
    "capability",
    "efficiency"
  ],
  "evidence": [
    "empirical"
  ],
  "modality": [
    "language",
    "symbolic"
  ],
  "summary": "Adds trainable dummy tokens to a pretrained transformer so attention can use them for extra computation during decoding. The tokens can be inserted in different positions at inference time.",
  "provenance": "Primary-source literature search, 2026-09-04",
  "author_names": [
    "Yuchang Sun",
    "Yanxi Chen",
    "Yaliang Li",
    "Bolin Ding"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2505.12629/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2505-12629",
  "citation_date": "2025-05-19",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2505.12629/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2505.12629/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2505.12629/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2505.12629/citation.csl.json"
}