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    Language, speech & LLMs· 2022

    Self-Instruct: Aligning Language Models with Self-Generated Instructions

    Yizhong Wang (first author) · 2022

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    arXiv 2212.10560OpenAlex W4385572634

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    Why it matters

    Popularized bootstrapping instruction-tuning datasets using language models themselves.

    Condensed from the expert lists' notes.

    The record

    First released
    2022 (from arXiv 2212.10560)
    Citations
    3,770 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Score
    0.330 · computed rank 528 · consensus 0.42, must-read 0, citations percentile 0.583 (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.