Concepedia

Zero-shot Machine Translation

Zero-Shot Machine Translation is a machine translation approach that enables a model to translate between language pairs without explicit training on those specific language directions, by leveraging multilingual training and cross-lingual generalization capabilities inherent in the model.

75

Publications

5.2K

Citations

306

Authors

61

Institutions

Publications per year

2017–2026

71

Variants

Zero-shot Neural Machine TranslationZero-shot Nmt

Parents

Publications

75

Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation

Melvin Johnson, Mike Schuster, Quoc V. Le et al. · Transactions of the Association for Computational Linguistics · 2017 · 1.7K citations · Full text

, , +15

Universal Neural Machine Translation for Extremely Low Resource Languages

Jiatao Gu, Hany Hassan, Jacob Devlin et al. · 2018 · 241 citations · Full text

, , +15

Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation

Biao Zhang, Philip Williams, Ivan Titov et al. · 2020 · 214 citations · Full text

, , +10

Contextual Parameter Generation for Universal Neural Machine Translation

Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig et al. · 2018 · 155 citations · Full text

, , +12

Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation

Mozhdeh Gheini, Xiang Ren, Jonathan May · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 136 citations · Full text

, , +12

1–5 of 75

Authors

306

  1. SM
    Surafel M. Lakew

    Fondazione Bruno Kessler, Italy

    6 publications · 190 citations

    6

    h-index

  2. MF
    Marcello Federico

    Fondazione Bruno Kessler, Italy

    6 publications · 190 citations

    6

    h-index

  3. JG
    Jiatao Gu

    Meta (Israel), Israel

    5 publications · 483 citations

    5

    h-index

  4. AB
    Ankur Bapna

    Google (United States), United States

    4 publications · 193 citations

    4

    h-index

  5. MT
    Marco Turchi

    Fondazione Bruno Kessler, Italy

    4 publications · 80 citations

    4

    h-index

1–5 of 306

Institutions

61

  1. Google (United States)

    Mountain View, United States

    7 h-index

    43 publications

    21.3K citations

  2. Meta (Israel)

    Tel Aviv, Israel

    7 h-index

    16 publications

    489 citations

  3. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    5 h-index

    12 publications

    524 citations

  4. University of Hong Kong

    Pok Fu Lam, Hong Kong

    5 h-index

    12 publications

    826 citations

  5. Fondazione Bruno Kessler

    Trento, Italy

    3 h-index

    9 publications

    181 citations

  6. University of Edinburgh

    Edinburgh, United Kingdom

    3 h-index

    10 publications

    1.2K citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    8 publications

    242 citations

  8. IBM (United States)

    Armonk, United States

    2 h-index

    3 publications

    113 citations

1–8 of 61

Venues

  1. arXiv (Cornell University)

    Repository · 27 publications · 1.1K citations

    19

    h-index

  2. 3

    h-index

  3. 2

    h-index

  4. International Conference on Computational Linguistics

    Conference · 2 publications · 88 citations

    2

    h-index

  5. 1

    h-index

1–5