Concepedia

Multilingual Embeddings

Multilingual Embeddings is a type of distributed representation in natural language processing that maps words or sentences from multiple languages into a shared, continuous vector space, enabling cross-lingual semantic similarity through language-agnostic feature encoding.

247

Publications

14.8K

Citations

676

Authors

202

Institutions

Publications per year

2017–2026

205

Parents

Publications

247

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

Bilingual Word Embeddings for Phrase-Based Machine Translation

Will Y. Zou, Richard Socher, Daniel Cer et al. · 2013 · 542 citations · Full text

, , +16

Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment

Muhao Chen, Yingtao Tian, Mohan Yang et al. · 2017 · 540 citations · Full text

, , +15

Language-agnostic BERT Sentence Embedding

Fangxiaoyu Feng, Yinfei Yang, Daniel Cer et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 491 citations · Full text

, , +16

Learning bilingual word embeddings with (almost) no bilingual data

Mikel Artetxe, Gorka Labaka, Eneko Agirre · 2017 · 488 citations · Full text

, , +15

1–5 of 247

Authors

676

  1. IV
    Ivan Vulić

    University of Cambridge, United Kingdom

    11 publications · 613 citations

    11

    h-index

  2. DC
    Daniel Cer

    Google (United States), United States

    8 publications · 1.4K citations

    8

    h-index

  3. HS
    Hinrich Schütze

    Ludwig-Maximilians-Universität München, Germany

    8 publications · 285 citations

    8

    h-index

  4. HS
    Holger Schwenk

    Laboratoire d'Informatique pour la Mécanique et les Sciences de l'Ingénieur, France

    8 publications · 1.2K citations

    8

    h-index

  5. KC
    Kai-Wei Chang

    University of California, Los Angeles, United States

    7 publications · 382 citations

    7

    h-index

1–5 of 676

Institutions

202

  1. Google (United States)

    Mountain View, United States

    11 h-index

    49 publications

    4.1K citations

  2. University of Cambridge

    Cambridge, United Kingdom

    11 h-index

    18 publications

    1.2K citations

  3. Ludwig-Maximilians-Universität München

    Munich, Germany

    8 h-index

    19 publications

    635 citations

  4. University of Copenhagen

    Copenhagen, Denmark

    7 h-index

    15 publications

    498 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    19 publications

    465 citations

  6. University of California, Los Angeles

    Los Angeles, United States

    6 h-index

    18 publications

    2.7K citations

  7. University of the Basque Country

    Leioa, Spain

    6 h-index

    12 publications

    2.5K citations

  8. Meta (Israel)

    Tel Aviv, Israel

    5 h-index

    7 publications

    237 citations

1–8 of 202

Venues

  1. arXiv (Cornell University)

    Repository · 46 publications · 3.1K citations

    22

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 134 citations

    5

    h-index

  3. 4

    h-index

  4. 4

    h-index

  5. International Conference on Computational Linguistics

    Conference · 3 publications · 68 citations

    3

    h-index

1–5