[
  {
    "id": "lit_2510_24940",
    "type": "article",
    "title": "SemCoT: Accelerating Chain-of-Thought Reasoning through Semantically-Aligned Implicit Tokens",
    "author": [
      {
        "literal": "Yinhan He"
      },
      {
        "literal": "Wendy Zheng"
      },
      {
        "literal": "Yaochen Zhu"
      },
      {
        "literal": "Zaiyi Zheng"
      },
      {
        "literal": "Lin Su"
      },
      {
        "literal": "Sriram Vasudevan"
      },
      {
        "literal": "Qi Guo"
      },
      {
        "literal": "Liangjie Hong"
      },
      {
        "literal": "Jundong Li"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2025,
          10,
          28
        ]
      ]
    },
    "genre": "Preprint",
    "archive": "arXiv",
    "number": "arXiv:2510.24940",
    "URL": "https://arxiv.org/abs/2510.24940",
    "custom": {
      "record_url": "https://latent-implicit-thinking.github.io/papers/2510.24940/",
      "first_public": "2025-10-28",
      "collection": "core",
      "citation_basis": "ArXiv preprint, using its initial submission date; source URL is not version-pinned."
    }
  }
]