the open
    research
    Contribute
    Back to the reading lists

    Machine learning foundations· 2004

    Finding scientific topics

    Thomas L. Griffiths (first author) · 2004

    Read the original

    DOI 10.1073/pnas.0307752101OpenAlex W2001082470

    On the reading lists

    Why it matters

    Popularized Gibbs sampling for LDA and demonstrated practical scientific topic discovery.

    Condensed from the expert lists' notes.

    The record

    First released
    2004 (from OpenAlex)
    Citations
    6,047 citations, as counted by OpenAlex (CC0)
    Named by
    the chatgpt list only
    Score
    0.292 · computed rank 623 · consensus 0.08, must-read 0, citations percentile 0.767 (2000s · foundations), 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.