the open
    research
    Contribute
    Back to the reading lists

    Safety, alignment & interpretability· 2019

    BERT Rediscovers the Classical NLP Pipeline

    Ian Tenney (first author) · 2019

    Read the original

    arXiv 1905.05950OpenAlex W2946417913

    On the reading lists

    Why it matters

    Showed BERT layers recapitulate classical NLP pipeline.

    Condensed from the expert lists' notes.

    The record

    First released
    2019 (from arXiv 1905.05950)
    Citations
    2,113 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    the grok list only
    Score
    0.309 · computed rank 584 · consensus 0.26, must-read 0, citations percentile 0.66 (2010s · safety), 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.