the open
    research
    Contribute
    Back to the reading lists

    Language, speech & LLMs· 2023

    Tree of Thoughts: Deliberate Problem Solving with Large Language Models

    Shunyu Yao (first author) · 2023

    Read the original

    DOI 10.52202/075280-0517arXiv 2305.10601OpenAlex W7133209886

    On the reading lists

    Why it matters

    Generalized chain-of-thought to deliberate search over reasoning trees.

    Condensed from the expert lists' notes.

    The record

    First released
    2023 (from arXiv 2305.10601)
    Citations
    5,154 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Score
    0.346 · computed rank 491 · consensus 0.265, must-read 0, citations percentile 0.76 (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.