Concepedia

Unsupervised Machine Translation

Unsupervised Machine Translation is a machine translation approach that belongs to the class of neural machine translation methods and is distinguished by its ability to learn translation models without relying on parallel corpora, instead leveraging monolingual data and unsupervised learning techniques to induce cross-lingual correspondences.

296

Publications

18.6K

Citations

819

Authors

245

Institutions

Publications per year

2017–2026

201

Parents

Publications

296

Cross-lingual Language Model Pretraining

Guillaume Lample, Alexis Conneau · arXiv (Cornell University) · 2019 · 1.6K citations · Full text

, , +12

Multilingual Denoising Pre-training for Neural Machine Translation

Yinhan Liu, Jiatao Gu, Naman Goyal et al. · Transactions of the Association for Computational Linguistics · 2020 · 1K citations · Full text

, , +14

Multilingual Denoising Pre-training for Neural Machine Translation

Yinhan Liu, Jiatao Gu, Naman Goyal et al. · arXiv (Cornell University) · 2020 · 608 citations · Full text

, , +14

MASS: Masked Sequence to Sequence Pre-training for Language Generation

Kaitao Song, Xu Tan, Tao Qin et al. · arXiv (Cornell University) · 2019 · 580 citations · Full text

, , +16

Unsupervised Image-to-Image Translation Networks

Ming-Yu Liu · arXiv (Cornell University) · 2017 · 519 citations · Full text

, , +12

1–5 of 296

Authors

819

  1. GL
    Guillaume Lample

    Meta (Israel), Israel

    9 publications · 2.9K citations

    9

    h-index

  2. GN
    Graham Neubig

    Carnegie Mellon University, United States

    8 publications · 480 citations

    8

    h-index

  3. ES
    Eiichiro Sumita

    National Institute of Information and Communications Technology, Japan

    8 publications · 306 citations

    8

    h-index

  4. TQ
    Tao Qin

    Microsoft Research Asia (China), China

    7 publications · 1.5K citations

    7

    h-index

  5. SL
    Shujie Liu

    Microsoft Research Asia (China), China

    7 publications · 280 citations

    7

    h-index

1–5 of 819

Institutions

245

  1. Carnegie Mellon University

    Pittsburgh, United States

    15 h-index

    76 publications

    3.4K citations

  2. Meta (Israel)

    Tel Aviv, Israel

    14 h-index

    59 publications

    11.9K citations

  3. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    12 h-index

    24 publications

    1.7K citations

  4. Johns Hopkins University

    Baltimore, United States

    10 h-index

    16 publications

    855 citations

  5. Microsoft Research Asia (China)

    Beijing, China

    8 h-index

    15 publications

    442 citations

  6. National Institute of Information and Communications Technology

    Tokyo, Japan

    8 h-index

    29 publications

    1.1K citations

  7. University of Edinburgh

    Edinburgh, United Kingdom

    8 h-index

    15 publications

    1.2K citations

  8. University of Science and Technology of China

    Hefei, China

    6 h-index

    15 publications

    990 citations

1–8 of 245

Venues

  1. arXiv (Cornell University)

    Repository · 48 publications · 5.6K citations

    23

    h-index

  2. Neural Information Processing Systems

    Conference · 5 publications · 367 citations

    5

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 182 citations

    4

    h-index

  4. Computational Linguistics

    3 publications · 112 citations

    3

    h-index

  5. 3

    h-index

1–5