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    Language, speech & LLMs· 2011

    Natural Language Processing (Almost) from Scratch

    Ronan Collobert (first author) · 2011

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    arXiv 1103.0398OpenAlex W2158899491

    On the reading lists

    Why it matters

    Demonstrated unified neural architectures replacing hand-engineered features across traditional NLP tasks.

    Condensed from the expert lists' notes.

    The record

    First released
    2011 (from arXiv 1103.0398)
    Citations
    8,134 citations, as counted by Semantic Scholar logoSemantic Scholar (non-commercial licence)
    Named by
    both expert lists
    Score
    0.464 · computed rank 274 · consensus 0.59, must-read 0, citations percentile 0.678 (2010s · language), awards 0, existing lists 0.5. 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), and Semantic Scholar logoSemantic Scholar (used under its non-commercial API licence). Each count names its source. See the method.