Concepedia

Neural Text Representation

Neural Text Representation is a computational method for encoding textual data into distributed vector representations through deep learning architectures, distinguished by its reliance on neural network models to automatically capture semantic and syntactic patterns from raw text.

1.9K

Publications

214K

Citations

5.3K

Authors

1.3K

Institutions

Publications per year

2017–2026

1.5K

Parents

Publications

1.9K

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

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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

Efficient Estimation of Word Representations in Vector Space

Tomáš Mikolov, Kai Chen, Greg S. Corrado et al. · arXiv (Cornell University) · 2013 · 11.7K citations · Full text

, , +16

Natural Language Processing (almost) from Scratch

Ronan Collobert, Jason Weston, Léon Bottou et al. · arXiv (Cornell University) · 2011 · 5.2K citations · Full text

, , +11

Natural Language Processing (almost) from Scratch

Ronan Collobert, Jason Weston, Léon Bottou et al. · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2011 · 4K citations · Full text

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1–5 of 1.9K

Authors

5.3K

  1. XQ
    Xipeng Qiu

    Fudan University, China

    19 publications · 1.4K citations

    15

    h-index

  2. XH
    Xuanjing Huang

    Fudan University, China

    16 publications · 1K citations

    13

    h-index

  3. RS
    Ruslan Salakhutdinov

    Carnegie Mellon University, United States

    12 publications · 3.7K citations

    12

    h-index

  4. YZ
    Yue Zhang

    Westlake University, China

    13 publications · 1.1K citations

    12

    h-index

  5. YJ
    Yangfeng Ji

    University of Virginia, United States

    11 publications · 681 citations

    11

    h-index

1–5 of 5.3K

Institutions

1.3K

  1. Peking University

    Beijing, China

    28 h-index

    109 publications

    9K citations

  2. Harbin Institute of Technology

    Harbin, China

    28 h-index

    127 publications

    9.7K citations

  3. Google (United States)

    Mountain View, United States

    27 h-index

    131 publications

    79.3K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    27 h-index

    78 publications

    9.1K citations

  5. Microsoft (United States)

    Redmond, United States

    20 h-index

    50 publications

    10K citations

  6. Chinese Academy of Sciences

    Beijing, China

    19 h-index

    83 publications

    4.5K citations

  7. Microsoft Research Asia (China)

    Beijing, China

    17 h-index

    53 publications

    5.6K citations

  8. Fudan University

    Shanghai, China

    17 h-index

    78 publications

    5.2K citations

1–8 of 1.3K

Venues

  1. arXiv (Cornell University)

    Repository · 300 publications · 63.5K citations

    74

    h-index

  2. IEEE Access

    56 publications · 3K citations

    31

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 47 publications · 2.8K citations

    28

    h-index

  4. International Conference on Computational Linguistics

    Conference · 28 publications · 1.7K citations

    21

    h-index

  5. Information Processing & Management

    15 publications · 1.2K citations

    15

    h-index

1–5