{
  "id": "2402.14328",
  "title": "Understanding and Patching Compositional Reasoning in LLMs",
  "authors": "Zhaoyi Li, Gangwei Jiang, Hong Xie, Linqi Song, Defu Lian, Ying Wei",
  "first_public": "2024-02-22",
  "venue": "arXiv",
  "arxiv": "2402.14328",
  "paper_url": "https://arxiv.org/abs/2402.14328",
  "lens": [
    "analysis"
  ],
  "representation": [
    "hidden-state"
  ],
  "computation": [
    "depth-wise"
  ],
  "training": [
    "analysis-only"
  ],
  "questions": [
    "interpretability",
    "capability"
  ],
  "evidence": [
    "empirical",
    "probing",
    "mechanistic"
  ],
  "modality": [
    "language"
  ],
  "summary": "Localizes internal representations involved in compositional reasoning and tests whether targeted interventions can repair failures.",
  "provenance": "Primary-source literature search, 2026-09-04",
  "author_names": [
    "Zhaoyi Li",
    "Gangwei Jiang",
    "Hong Xie",
    "Linqi Song",
    "Defu Lian",
    "Ying Wei"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2402.14328/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2402-14328",
  "citation_date": "2024-02-22",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2402.14328/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2402.14328/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2402.14328/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2402.14328/citation.csl.json"
}