Concepedia

Cross-lingual Topic Modeling

Cross-Lingual Topic Modeling is a topic modeling framework that enables the discovery and alignment of latent semantic topics across multiple languages by leveraging multilingual corpora and cross-lingual representations.

58

Publications

2.8K

Citations

171

Authors

72

Institutions

Publications per year

2017–2026

20

Parents

Publications

58

Polylingual topic models

David Mimno, Hanna Wallach, Jason Naradowsky et al. · 2009 · 338 citations · Full text

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No Longer Lost in Translation: Evidence that Google Translate Works for Comparative Bag-of-Words Text Applications

Erik De Vries, Martijn Schoonvelde, Gijs Schumacher · Political Analysis · 2018 · 231 citations · Full text

, , +16

Cross-lingual relevance models

Victor Lavrenko, Martin Choquette, W. Bruce Croft · 2002 · 217 citations

, , +15

Modeling long distance dependence in language: topic mixtures versus dynamic cache models

Rajah Iyer, Mari Ostendorf · IEEE Transactions on Speech and Audio Processing · 1999 · 158 citations

, , +15

Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation

Jordan Boyd‐Graber, Philip Resnik · 2010 · 133 citations

, , +16

1–5 of 58

Authors

171

  1. MM
    Marie‐Francine Moens

    KU Leuven, Belgium

    8 publications · 408 citations

    8

    h-index

  2. IV
    Ivan Vulić

    University of Cambridge, United Kingdom

    6 publications · 324 citations

    6

    h-index

  3. WD
    Wim De Smet

    KU Leuven, Belgium

    4 publications · 277 citations

    4

    h-index

  4. JB
    Jordan Boyd‐Graber

    University of Maryland, College Park, United States

    3 publications · 202 citations

    3

    h-index

  5. ED
    Erik De Vries

    University of Stavanger, Norway

    2 publications · 247 citations

    2

    h-index

1–5 of 171

Institutions

72

  1. KU Leuven

    Leuven, Belgium

    6 h-index

    14 publications

    865 citations

  2. University of Massachusetts Amherst

    Amherst Center, United States

    4 h-index

    13 publications

    2.4K citations

  3. University of Maryland, College Park

    College Park, United States

    4 h-index

    7 publications

    389 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    3 publications

    80 citations

  5. University of Mannheim

    Mannheim, Germany

    3 h-index

    5 publications

    170 citations

  6. University of Michigan

    Ann Arbor, United States

    3 h-index

    7 publications

    180 citations

  7. University of Zurich

    Zurich, Switzerland

    3 h-index

    4 publications

    113 citations

  8. Vrije Universiteit Amsterdam

    Amsterdam, The Netherlands

    3 h-index

    6 publications

    345 citations

1–8 of 72

Venues

  1. Lirias (KU Leuven)

    Repository · 3 publications · 174 citations

    3

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 28 citations

    2

    h-index

  3. International Conference on Computational Linguistics

    Conference · 2 publications · 33 citations

    2

    h-index

  4. Computer Speech & Language

    2 publications · 67 citations

    2

    h-index

  5. Synthese

    1 publications · 13 citations

    1

    h-index

1–5