Concepedia

Language Models

Language Models is a computational system in natural language processing that belongs to the class of probabilistic models and is distinguished by its ability to assign probabilities to sequences of words based on learned linguistic patterns from textual data.

20.1K

Publications

1.8M

Citations

38.3K

Authors

4.4K

Institutions

Publications per year

2017–2026

10.6K

Variants

LmLms

Parents

Children

Publications

20.1K

AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2018 · 45.7K citations · Full text

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Glove: Global Vectors for Word Representation

Jeffrey Pennington, Richard Socher, Christopher D. Manning · 2014 · 33.8K citations

, , +14

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan · Journal of Machine Learning Research · 2003 · 27K citations

, , +6

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çağlar Gülçehre et al. · 2014 · 24.4K citations · Full text

, , +14

Efficient Estimation of Word Representations in Vector Space

Tomáš Mikolov, Kai Chen, Greg S. Corrado · arXiv (Cornell University) · 2013 · 18.1K citations · Full text

, , +16

1–5 of 20.1K

Authors

38.3K

  1. CD
    Christopher D. Manning

    Stanford University, United States

    105 publications · 71.5K citations

    63

    h-index

  2. NA
    Noah A. Smith

    Carnegie Mellon University, United States

    111 publications · 10.1K citations

    50

    h-index

  3. LZ
    Luke Zettlemoyer

    University of Washington, United States

    86 publications · 29.8K citations

    48

    h-index

  4. HN
    Hermann Ney

    RWTH Aachen University, Germany

    133 publications · 17.6K citations

    47

    h-index

  5. ZL
    Zhiyuan Liu

    Tsinghua University, China

    92 publications · 11.3K citations

    47

    h-index

1–5 of 38.3K

Institutions

4.4K

  1. Google (United States)

    Mountain View, United States

    119 h-index

    1.5K publications

    564.1K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    112 h-index

    1.3K publications

    212.8K citations

  3. Stanford University

    Stanford, United States

    110 h-index

    778 publications

    279.6K citations

  4. University of Washington

    Seattle, United States

    90 h-index

    784 publications

    94.4K citations

  5. Microsoft (United States)

    Redmond, United States

    84 h-index

    793 publications

    93.2K citations

  6. Tsinghua University

    Beijing, China

    81 h-index

    1.1K publications

    112.2K citations

  7. Massachusetts Institute of Technology

    Cambridge, United States

    78 h-index

    479 publications

    62.2K citations

  8. University of Cambridge

    Cambridge, United Kingdom

    77 h-index

    678 publications

    53.8K citations

1–8 of 4.4K

Venues

  1. arXiv (Cornell University)

    Repository · 2.5K publications · 257.4K citations

    185

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 312 publications · 25.2K citations

    72

    h-index

  3. Transactions of the Association for Computational Linguistics

    TACL · 142 publications · 26.4K citations

    63

    h-index

  4. Computational Linguistics

    100 publications · 18.1K citations

    52

    h-index

  5. Computer Speech & Language

    108 publications · 11.7K citations

    46

    h-index

1–5