Concepedia

Low-resource Machine Translation

Low-Resource Machine Translation is a subfield of machine translation that focuses on developing methods for language pairs with limited parallel corpora, where the scarcity of training data poses significant challenges to achieving high translation quality.

472

Publications

24.7K

Citations

1.3K

Authors

343

Institutions

Publications per year

2017–2026

384

Parents

Publications

472

Understanding Back-Translation at Scale

Sergey Edunov, Myle Ott, Michael Auli et al. · 2018 · 1K 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

Transfer learning for low-resource neural machine translation

Digital Collections portal (Koç University) · 2016 · 749 citations

, , +10

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

XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Arun Babu, Changhan Wang, Andros Tjandra et al. · Interspeech 2022 · 2022 · 519 citations

, , +14

1–5 of 472

Authors

1.3K

  1. GN
    Graham Neubig

    Carnegie Mellon University, United States

    21 publications · 1.4K citations

    16

    h-index

  2. JG
    Jiatao Gu

    Meta (Israel), Israel

    13 publications · 2.7K citations

    12

    h-index

  3. VC
    Vishrav Chaudhary

    Meta (Israel), Israel

    12 publications · 906 citations

    12

    h-index

  4. PK
    Philipp Koehn

    University of Edinburgh, United Kingdom

    13 publications · 1.1K citations

    12

    h-index

  5. FG
    Francisco Guzmán

    Qatar Foundation, Qatar

    11 publications · 1.1K citations

    11

    h-index

1–5 of 1.3K

Institutions

343

  1. Carnegie Mellon University

    Pittsburgh, United States

    19 h-index

    88 publications

    6.4K citations

  2. Johns Hopkins University

    Baltimore, United States

    19 h-index

    39 publications

    1.9K citations

  3. University of Edinburgh

    Edinburgh, United Kingdom

    16 h-index

    53 publications

    3.7K citations

  4. Google (United States)

    Mountain View, United States

    14 h-index

    60 publications

    7.4K citations

  5. Meta (Israel)

    Tel Aviv, Israel

    13 h-index

    59 publications

    12.1K citations

  6. Dublin City University

    Dublin, Ireland

    12 h-index

    32 publications

    627 citations

  7. Chinese Academy of Sciences

    Beijing, China

    8 h-index

    26 publications

    600 citations

  8. University of Hong Kong

    Pok Fu Lam, Hong Kong

    7 h-index

    15 publications

    2.4K citations

1–8 of 343

Venues

  1. arXiv (Cornell University)

    Repository · 92 publications · 5.8K citations

    35

    h-index

  2. 13

    h-index

  3. Machine Translation

    9 publications · 281 citations

    9

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 9 publications · 276 citations

    9

    h-index

  5. 5

    h-index

1–5