Concepedia

Cross-lingual Text Classification

Cross-Lingual Text Classification is a natural language processing task that involves categorizing textual content into predefined classes across different languages by leveraging cross-lingual representations or knowledge transfer, thereby enabling classification in a target language with limited or no labeled training data through its distinction from monolingual text classification.

375

Publications

21.1K

Citations

1.1K

Authors

376

Institutions

Publications per year

2017–2026

215

Parents

Publications

375

Cross-lingual Language Model Pretraining

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

, , +12

XNLI: Evaluating Cross-lingual Sentence Representations

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

, , +14

Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT

Shijie Wu, Mark Dredze · 2019 · 594 citations · Full text

, , +5

Co-training for cross-lingual sentiment classification

Xiaojun Wan · 2009 · 502 citations · Full text

, , +12

Inducing Crosslingual Distributed Representations of Words

Alexandre Klementiev, Ivan Titov, Binod Bhattarai · 2012 · 373 citations

, , +15

1–5 of 375

Authors

1.1K

  1. XW
    Xiaojun Wan

    Peking University, China

    12 publications · 1.1K citations

    12

    h-index

  2. GD
    Gerard de Melo

    Rutgers, The State University of New Jersey, United States

    7 publications · 309 citations

    7

    h-index

  3. KM
    Karl Moritz Hermann

    University of Oxford, United Kingdom

    5 publications · 536 citations

    5

    h-index

  4. IV
    Ivan Vulić

    University of Cambridge, United Kingdom

    5 publications · 258 citations

    5

    h-index

  5. DR
    Dan Roth

    University of Illinois Urbana-Champaign, United States

    5 publications · 342 citations

    5

    h-index

1–5 of 1.1K

Institutions

376

  1. Peking University

    Beijing, China

    14 h-index

    28 publications

    1.4K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    13 h-index

    35 publications

    1.9K citations

  3. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    19 publications

    526 citations

  4. University of Cambridge

    Cambridge, United Kingdom

    7 h-index

    15 publications

    505 citations

  5. Microsoft Research Asia (China)

    Beijing, China

    7 h-index

    20 publications

    1.9K citations

  6. Harbin Institute of Technology

    Harbin, China

    6 h-index

    20 publications

    666 citations

  7. Beihang University

    Beijing, China

    6 h-index

    18 publications

    484 citations

  8. Columbia University

    New York, United States

    6 h-index

    19 publications

    652 citations

1–8 of 376

Venues

  1. arXiv (Cornell University)

    Repository · 31 publications · 3.6K citations

    20

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 9 publications · 321 citations

    9

    h-index

  3. International Conference on Computational Linguistics

    Conference · 8 publications · 451 citations

    9

    h-index

  4. IEEE Access

    5 publications · 223 citations

    5

    h-index

  5. Information Processing & Management

    4 publications · 134 citations

    4

    h-index

1–5