Concepedia

Cross-lingual Representation Learning

Cross-Lingual Representation Learning is a methodological framework in multilingual natural language processing that enables the alignment and integration of semantic representations across different languages into a shared vector space, facilitating knowledge transfer and cross-lingual understanding.

438

Publications

28.1K

Citations

1.2K

Authors

317

Institutions

Publications per year

2017–2026

326

Parents

Publications

438

How Multilingual is Multilingual BERT?

Telmo Pires, Eva Schlinger, Dan Garrette · 2019 · 1.2K citations · Full text

, , +16

XNLI: Evaluating Cross-lingual Sentence Representations

Alexis Conneau, Ruty Rinott, Guillaume Lample et al. · 2018 · 934 citations · Full text

, , +14

Improving Vector Space Word Representations Using Multilingual Correlation

Manaal Faruqui, Chris Dyer · 2014 · 655 citations · Full text

, , +16

A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings

Mikel Artetxe, Gorka Labaka, Eneko Agirre · Communities in ADDI (University of the Basque Country) · 2018 · 556 citations · Full text

, , +16

A Survey of Cross-lingual Word Embedding Models

Sebastian Ruder, Ivan Vulić, Anders Søgaard · Apollo (University of Cambridge) · 2018 · 547 citations · Full text

, , +15

1–5 of 438

Authors

1.2K

  1. IV
    Ivan Vulić

    University of Cambridge, United Kingdom

    21 publications · 1.6K citations

    17

    h-index

  2. FW
    Furu Wei

    Microsoft Research Asia (China), China

    11 publications · 672 citations

    11

    h-index

  3. SR
    Sebastian Ruder

    Google (United States), United States

    11 publications · 1.5K citations

    11

    h-index

  4. MZ
    Ming Zhou

    Microsoft Research Asia (China), China

    10 publications · 1.1K citations

    10

    h-index

  5. WC
    Wanxiang Che

    Harbin Institute of Technology, China

    10 publications · 636 citations

    10

    h-index

1–5 of 1.2K

Institutions

317

  1. Johns Hopkins University

    Baltimore, United States

    17 h-index

    45 publications

    3.3K citations

  2. Harbin Institute of Technology

    Harbin, China

    15 h-index

    65 publications

    2.9K citations

  3. Google (United States)

    Mountain View, United States

    15 h-index

    80 publications

    10.7K citations

  4. University of Cambridge

    Cambridge, United Kingdom

    14 h-index

    36 publications

    2.9K citations

  5. University of Copenhagen

    Copenhagen, Denmark

    13 h-index

    41 publications

    3K citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    12 h-index

    32 publications

    3.7K citations

  7. Microsoft (United States)

    Redmond, United States

    11 h-index

    56 publications

    5.3K citations

  8. Microsoft Research Asia (China)

    Beijing, China

    11 h-index

    36 publications

    2.6K citations

1–8 of 317

Venues

  1. arXiv (Cornell University)

    Repository · 67 publications · 3.5K citations

    29

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 14 publications · 524 citations

    13

    h-index

  3. 9

    h-index

  4. International Conference on Computational Linguistics

    Conference · 8 publications · 220 citations

    8

    h-index

  5. 6

    h-index

1–5