Concepedia

Neural Machine Translation

Neural Machine Translation is a machine translation approach that employs deep neural networks to model and generate natural language translations in an end-to-end manner, distinguishing itself from traditional statistical or rule-based methods through its use of continuous representations and learned contextual embeddings.

2.3K

Publications

303.6K

Citations

4.1K

Authors

918

Institutions

Publications per year

2017–2026

2K

Parents

Publications

2.3K

MizAR 60 for Mizar 50

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 76.3K citations · Full text

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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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Neural Machine Translation by Jointly Learning to Align and Translate

Dzmitry Bahdanau · arXiv (Cornell University) · 2014 · 14.6K citations · Full text

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Sequence to Sequence Learning with Neural Networks

Ilya Sutskever, Oriol Vinyals, Quoc V. Le · arXiv (Cornell University) · 2014 · 13.4K citations · Full text

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Effective Approaches to Attention-based Neural Machine Translation

Thang Luong, Hieu Pham, Christopher D. Manning · 2015 · 8.6K citations · Full text

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1–5 of 2.3K

Authors

4.1K

  1. TQ
    Tao Qin

    Microsoft Research Asia (China), China

    50 publications · 5.7K citations

    34

    h-index

  2. RS
    Rico Sennrich

    University of Edinburgh, United Kingdom

    55 publications · 5.9K citations

    34

    h-index

  3. GN
    Graham Neubig

    Carnegie Mellon University, United States

    55 publications · 3.5K citations

    31

    h-index

  4. ZT
    Zhaopeng Tu

    Tencent (China), China

    53 publications · 3.2K citations

    28

    h-index

  5. JG
    Jiatao Gu

    Meta (Israel), Israel

    37 publications · 4.8K citations

    27

    h-index

1–5 of 4.1K

Institutions

918

  1. Google (United States)

    Mountain View, United States

    50 h-index

    298 publications

    130.6K citations

  2. University of Edinburgh

    Edinburgh, United Kingdom

    40 h-index

    193 publications

    18.2K citations

  3. Tencent (China)

    Shenzhen, China

    34 h-index

    230 publications

    9.1K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    34 h-index

    187 publications

    11.2K citations

  5. Tsinghua University

    Beijing, China

    33 h-index

    89 publications

    7.4K citations

  6. Meta (Israel)

    Tel Aviv, Israel

    32 h-index

    155 publications

    19.6K citations

  7. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    30 h-index

    129 publications

    15.2K citations

  8. National Institute of Information and Communications Technology

    Tokyo, Japan

    29 h-index

    143 publications

    6.8K citations

1–8 of 918

Venues

  1. arXiv (Cornell University)

    Repository · 513 publications · 75.2K citations

    89

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 78 publications · 5.6K citations

    39

    h-index

  3. IEEE/ACM Transactions on Audio Speech and Language Processing

    TASLP · 28 publications · 954 citations

    21

    h-index

  4. Transactions of the Association for Computational Linguistics

    TACL · 18 publications · 4.5K citations

    18

    h-index

  5. IEEE Access

    18 publications · 822 citations

    17

    h-index

1–5