Concepedia

Multilingual Lexicon Induction

Multilingual Lexicon Induction is a computational framework within natural language processing that systematically derives cross-lingual lexical mappings by leveraging structural and distributional similarities across multilingual representations, distinguishing it from parallel corpus-based or bilingual dictionary approaches by enabling unsupervised or semi-supervised induction of lexicons across languages.

51

Publications

2.5K

Citations

131

Authors

58

Institutions

Publications per year

2017–2026

21

Parents

Publications

51

Learning Bilingual Lexicons from Monolingual Corpora

Aria Haghighi, Percy Liang, Taylor Berg-Kirkpatrick et al. · 2008 · 312 citations

, , +14

Learning a translation lexicon from monolingual corpora

Philipp Koehn, Kevin Knight · 2002 · 227 citations · Full text

, , +14

SIMPLE: A GENERAL FRAMEWORK FOR THE DEVELOPMENT OF MULTILINGUAL LEXICONS

Alessandro Lenci, Núria Bel, F. Busa et al. · International Journal of Lexicography · 2000 · 188 citations

, , +11

Multipath translation lexicon induction via bridge languages

Gideon Mann, David Yarowsky · 2001 · 141 citations · Full text

, , +15

Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction

Ivan Vulić, Marie‐Francine Moens · 2015 · 121 citations · Full text

, , +14

1–5 of 51

Authors

131

  1. IV
    Ivan Vulić

    University of Cambridge, United Kingdom

    4 publications · 324 citations

    4

    h-index

  2. YM
    Yohei Murakami

    Kyoto University, Japan

    3 publications · 43 citations

    3

    h-index

  3. TI
    Toru Ishida

    Kyoto University, Japan

    3 publications · 43 citations

    3

    h-index

  4. AH
    Arbi Haza Nasution

    Islamic University of Riau, Indonesia

    3 publications · 43 citations

    3

    h-index

  5. AO
    Antoine Ogonowski

    Universitat de Barcelona, Spain

    2 publications · 201 citations

    2

    h-index

1–5 of 131

Institutions

58

  1. Johns Hopkins University

    Baltimore, United States

    6 h-index

    15 publications

    746 citations

  2. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    8 publications

    444 citations

  3. KU Leuven

    Leuven, Belgium

    3 h-index

    4 publications

    228 citations

  4. Kyoto University

    Kyoto, Japan

    3 h-index

    8 publications

    118 citations

  5. University of the Basque Country

    Leioa, Spain

    3 h-index

    10 publications

    493 citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    6 publications

    530 citations

  7. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    4 publications

    228 citations

  8. New Mexico State University

    Las Cruces, United States

    2 h-index

    6 publications

    129 citations

1–8 of 58

Venues

  1. 2

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 39 citations

    2

    h-index

  3. Machine Translation

    1 publications · 29 citations

    1

    h-index

  4. International Journal of Lexicography

    IJL · 1 publications · 188 citations

    1

    h-index

  5. 1

    h-index

1–5