Concepedia

Probabilistic Grammar Induction

Probabilistic Grammar Induction is a formal method in computational linguistics that belongs to the class of grammar induction techniques, distinguished by its use of probabilistic models to infer syntactic structures from observed linguistic data.

81

Publications

6.6K

Citations

177

Authors

71

Institutions

Publications per year

2017–2026

8

Parents

Publications

81

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning

Carina Silberer, Mirella Lapata · The Association for Computational Linguistics · 2012 · 512 citations

, , +14

Grammatical inference learning automata and grammars

Colin de la Higuera · HAL (Le Centre pour la Communication Scientifique Directe) · 2010 · 403 citations

, , +17

Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning

James Clarke, Mirella Lapata · The Association for Computational Linguistics · 2007 · 313 citations

, , +14

An Efficient, Probabilistically Sound Algorithm for Segmentation and Word Discovery

Michael R. Brent · Machine Learning · 1999 · 289 citations · Full text

, , +16

Learning OT constraint rankings using a maximum entropy model

Sharon Goldwater, Mark Johnson · 2003 · 275 citations

, , +13

1–5 of 81

Authors

177

  1. SG
    Sharon Goldwater

    University of Edinburgh, United Kingdom

    6 publications · 882 citations

    6

    h-index

  2. TC
    Trevor Cohn

    The University of Melbourne, Australia

    5 publications · 237 citations

    5

    h-index

  3. NA
    Noah A. Smith

    Carnegie Mellon University, United States

    4 publications · 292 citations

    4

    h-index

  4. KT
    Kewei Tu

    ShanghaiTech University, China

    3 publications · 57 citations

    3

    h-index

  5. EC
    Eugene Charniak

    Brown University, United States

    3 publications · 224 citations

    3

    h-index

1–5 of 177

Institutions

71

  1. University of Edinburgh

    Edinburgh, United Kingdom

    8 h-index

    17 publications

    1.8K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    12 publications

    1.2K citations

  3. Harvard University Press

    Cambridge, United States

    4 h-index

    6 publications

    401 citations

  4. Johns Hopkins University

    Baltimore, United States

    4 h-index

    5 publications

    476 citations

  5. John Brown University

    Siloam Springs, United States

    3 h-index

    5 publications

    395 citations

  6. Stanford University

    Stanford, United States

    3 h-index

    7 publications

    749 citations

  7. The University of Texas at Austin

    Austin, United States

    2 h-index

    4 publications

    332 citations

  8. University of Cambridge

    Cambridge, United Kingdom

    2 h-index

    5 publications

    191 citations

1–8 of 71

Venues

  1. ArXiv.org

    Repository · 3 publications · 371 citations

    3

    h-index

  2. 2

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 39 citations

    2

    h-index

  4. Cognitive Science

    2 publications · 50 citations

    2

    h-index

  5. The Association for Computational Linguistics

    2 publications · 825 citations

    2

    h-index

1–5