{
  "title": "Incorporating Explicit and Implicit Chain-of-Thought as Hybrid Reasoning Paradigm with Guided Latent Space Modeling",
  "first_public": "2026-10-24",
  "first_public_source": "https://github.com/acl-org/acl-anthology/commit/635539a0ab6bdce67dae20affa31725587cf3c0c",
  "first_public_note": "ACL Anthology release date.",
  "paper_url": "https://aclanthology.org/2026.emnlp-main.1416/",
  "id": "li2026pre2",
  "authors": "Guangyu Li, Zhekai Ge, Zhuo Chen, Zhen Zhang, Xinyu Wang, Yong Jiang, Kewei Tu",
  "added_at": "2026-11-09",
  "venue": "EMNLP 2026",
  "doi": "10.18653/2026.emnlp-main.1416",
  "provenance": "Primary-source literature review, 2026-11-09",
  "lens": [
    "continuous",
    "internalized"
  ],
  "representation": [
    "text-latent-hybrid"
  ],
  "computation": [
    "token-wise",
    "parallel"
  ],
  "training": [
    "supervised",
    "distillation"
  ],
  "questions": [
    "architecture",
    "capability",
    "efficiency"
  ],
  "evidence": [
    "empirical"
  ],
  "modality": [
    "language",
    "symbolic"
  ],
  "summary": "Predicts separate continuous guide states for reasoning and answering from the question, trained against pooled embeddings of the corresponding text. Inserts these states around an explicit chain of thought during decoding.",
  "author_names": [
    "Guangyu Li",
    "Zhekai Ge",
    "Zhuo Chen",
    "Zhen Zhang",
    "Xinyu Wang",
    "Yong Jiang",
    "Kewei Tu"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/li2026pre2/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-li2026pre2",
  "citation_date": "2026-10-24",
  "json_url": "https://latent-implicit-thinking.github.io/papers/li2026pre2/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/li2026pre2/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/li2026pre2/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/li2026pre2/citation.csl.json",
  "publication": {
    "title": "Incorporating Explicit and Implicit Chain-of-Thought as Hybrid Reasoning Paradigm with Guided Latent Space Modeling",
    "author_names": [
      "Guangyu Li",
      "Zhekai Ge",
      "Zhuo Chen",
      "Zhen Zhang",
      "Xinyu Wang",
      "Yong Jiang",
      "Kewei Tu"
    ],
    "year": 2026,
    "type": "paper-conference",
    "container_title": "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    "pages": "32329-32347",
    "publisher": "Association for Computational Linguistics",
    "url": "https://aclanthology.org/2026.emnlp-main.1416/",
    "source_url": "https://aclanthology.org/2026.emnlp-main.1416/",
    "verified_at": "2026-11-09",
    "doi": "10.18653/2026.emnlp-main.1416"
  },
  "publication_bibtex_url": "https://latent-implicit-thinking.github.io/papers/li2026pre2/publication.bib",
  "publication_csl_url": "https://latent-implicit-thinking.github.io/papers/li2026pre2/publication.csl.json"
}