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    Language, speech & LLMs· 2022

    Self-Consistency Improves Chain of Thought Reasoning in Language Models

    Xuezhi Wang (first author) · 2022

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    arXiv 2203.11171OpenAlex W4221161695

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    Why it matters

    Established sampling multiple reasoning paths and aggregating answers to improve accuracy.

    Condensed from the expert lists' notes.

    The record

    First released
    2022 (from arXiv 2203.11171)
    Citations
    7,986 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Score
    0.408 · computed rank 353 · consensus 0.4, must-read 0, citations percentile 0.823 (2020s · language), awards 0, existing lists 0. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.