Concepedia

Cross-lingual Transfer Learning

Cross-Lingual Transfer Learning is a machine learning paradigm in which knowledge acquired from a source language model is leveraged to improve performance in a target language model, enabling effective natural language processing across linguistic boundaries.

692

Publications

37.6K

Citations

1.9K

Authors

460

Institutions

Publications per year

2017–2026

533

Parents

Publications

692

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

Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond

Mikel Artetxe, Holger Schwenk · arXiv (Cornell University) · 2018 · 770 citations · Full text

, , +16

Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers

Jui-Ting Huang, Jinyu Li, Dong Yu et al. · 2013 · 625 citations

, , +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

1–5 of 692

Authors

1.9K

  1. IV
    Ivan Vulić

    University of Cambridge, United Kingdom

    28 publications · 2K citations

    20

    h-index

  2. GG
    Goran Glavašš

    University of Mannheim, Germany

    21 publications · 908 citations

    16

    h-index

  3. FW
    Furu Wei

    Microsoft Research Asia (China), China

    19 publications · 932 citations

    15

    h-index

  4. GN
    Graham Neubig

    Carnegie Mellon University, United States

    18 publications · 1.5K citations

    14

    h-index

  5. AK
    Anna Korhonen

    University of Cambridge, United Kingdom

    13 publications · 661 citations

    13

    h-index

1–5 of 1.9K

Institutions

460

  1. Carnegie Mellon University

    Pittsburgh, United States

    22 h-index

    105 publications

    7.8K citations

  2. University of Cambridge

    Cambridge, United Kingdom

    20 h-index

    67 publications

    4.6K citations

  3. Google (United States)

    Mountain View, United States

    19 h-index

    80 publications

    13.5K citations

  4. Microsoft Research Asia (China)

    Beijing, China

    19 h-index

    75 publications

    3.9K citations

  5. Johns Hopkins University

    Baltimore, United States

    15 h-index

    55 publications

    3.7K citations

  6. University of Mannheim

    Mannheim, Germany

    14 h-index

    27 publications

    917 citations

  7. Microsoft (United States)

    Redmond, United States

    14 h-index

    72 publications

    8.8K citations

  8. University of Copenhagen

    Copenhagen, Denmark

    13 h-index

    26 publications

    2.3K citations

1–8 of 460

Venues

  1. arXiv (Cornell University)

    Repository · 94 publications · 4.7K citations

    32

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 24 publications · 883 citations

    17

    h-index

  3. 15

    h-index

  4. 12

    h-index

  5. 9

    h-index

1–5