Concepedia

Multilingual Natural Language Processing

Multilingual Natural Language Processing is a subfield of Natural Language Processing that focuses on the development and analysis of computational methods enabling machines to understand, generate, and translate human language across multiple languages, distinguishing it from monolingual approaches by its explicit handling of linguistic diversity and cross-lingual transfer.

5.5K

Publications

279.1K

Citations

12.2K

Authors

2K

Institutions

Publications per year

2017–2026

2.7K

Variants

Multilingual Nlp

Parents

Children

Publications

5.5K

CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Zhangyin Feng, Daya Guo, Duyu Tang et al. · 2020 · 2.4K citations · Full text

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PaLM: Scaling Language Modeling with Pathways

Aakanksha Chowdhery, Sharan Narang, Jacob Devlin et al. · arXiv (Cornell University) · 2022 · 2.1K citations · Full text

, , +15

ConceptNet 5.5: An Open Multilingual Graph of General Knowledge

Joshua Chin, Catherine Havasi · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 2.1K citations · Full text

, , +13

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

mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer

Linting Xue, Noah Constant, Adam P. Roberts et al. · 2021 · 1.6K citations · Full text

, , +15

1–5 of 5.5K

Authors

12.2K

  1. IV
    Ivan Vulić

    University of Cambridge, United Kingdom

    59 publications · 3.8K citations

    33

    h-index

  2. RN
    Roberto Navigli

    Sapienza University of Rome, Italy

    41 publications · 5K citations

    29

    h-index

  3. GN
    Graham Neubig

    Carnegie Mellon University, United States

    51 publications · 3K citations

    28

    h-index

  4. TS
    Tanja Schultz

    Carnegie Mellon University, United States

    43 publications · 2.5K citations

    27

    h-index

  5. PF
    Pascale Fung

    Hong Kong University of Science and Technology, Hong Kong SAR China

    36 publications · 2.3K citations

    25

    h-index

1–5 of 12.2K

Institutions

2K

  1. Carnegie Mellon University

    Pittsburgh, United States

    60 h-index

    538 publications

    29K citations

  2. Google (United States)

    Mountain View, United States

    58 h-index

    603 publications

    97.6K citations

  3. Johns Hopkins University

    Baltimore, United States

    49 h-index

    277 publications

    20.9K citations

  4. University of Cambridge

    Cambridge, United Kingdom

    40 h-index

    170 publications

    13.7K citations

  5. Microsoft (United States)

    Redmond, United States

    39 h-index

    240 publications

    16.9K citations

  6. University of Maryland, College Park

    College Park, United States

    38 h-index

    173 publications

    9.4K citations

  7. Microsoft Research Asia (China)

    Beijing, China

    36 h-index

    241 publications

    25.3K citations

  8. Tsinghua University

    Beijing, China

    34 h-index

    211 publications

    14K citations

1–8 of 2K

Venues

  1. arXiv (Cornell University)

    Repository · 518 publications · 31.6K citations

    76

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 61 publications · 4.9K citations

    31

    h-index

  3. Transactions of the Association for Computational Linguistics

    TACL · 38 publications · 6.7K citations

    29

    h-index

  4. 25

    h-index

  5. Language Resources and Evaluation

    34 publications · 1.4K citations

    21

    h-index

1–5