Concepedia

Machine Learning-based Morphological Disambiguation

Machine Learning-Based Morphological Disambiguation is a computational method within natural language processing that employs machine learning algorithms to automatically resolve ambiguities in word morphology by selecting the most contextually appropriate morphological analysis from competing alternatives.

33

Publications

1.6K

Citations

81

Authors

48

Institutions

Publications per year

2017–2026

12

Parents

Publications

33

Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop

Nizar Habash, Owen Rambow · 2005 · 443 citations · Full text

, , +17

A Fast Morphological Algorithm with Unknown Word Guessing Induced by a Dictionary for a Web Search Engine.

Ilya Segalovich · MLMTA · 2003 · 161 citations

, , +12

Morphological Analysis and Disambiguation for Dialectal Arabic

Nizar Habash, Ryan M. Roth, Owen Rambow et al. · 2013 · 125 citations

, , +17

Learning morphological disambiguation rules for Turkish

Deniz Yüret, Ferhan Türe · 2006 · 94 citations · Full text

, , +17

Modeling and learning multilingual inflectional morphology in a minimally supervised framework

David Yarowsky, Richard Wicentowski · 2003 · 65 citations

, , +15

1–5 of 33

Authors

81

  1. NH
    Nizar Habash

    Columbia University, United States

    5 publications · 676 citations

    5

    h-index

  2. NZ
    Nasser Zalmout

    New York University Abu Dhabi, United Arab Emirates

    3 publications · 108 citations

    3

    h-index

  3. RC
    Ryan Cotterell

    Johns Hopkins University, United States

    2 publications · 45 citations

    2

    h-index

  4. SÜ
    Suzan Üsküdarlı

    Boğaziçi University, Türkiye

    2 publications · 25 citations

    2

    h-index

  5. RA
    Raja Ayed

    Manouba University, Tunisia

    2 publications · 43 citations

    2

    h-index

1–5 of 81

Institutions

48

  1. New York University Abu Dhabi

    Abu Dhabi, United Arab Emirates

    3 h-index

    8 publications

    268 citations

  2. University of the Western Cape

    Cape Town, South Africa

    2 h-index

    4 publications

    92 citations

  3. Ghent University

    Ghent, Belgium

    2 h-index

    3 publications

    59 citations

  4. University of Nairobi

    Nairobi, Kenya

    2 h-index

    3 publications

    59 citations

  5. Huawei Technologies (United Kingdom)

    Basingstoke, United Kingdom

    2 h-index

    8 publications

    148 citations

  6. Columbia University

    New York, United States

    2 h-index

    7 publications

    1.5K citations

  7. University of Antwerp

    Antwerp, Belgium

    2 h-index

    3 publications

    59 citations

  8. Manouba University

    Manouba, Tunisia

    2 h-index

    7 publications

    151 citations

1–8 of 48

Venues

  1. International Conference on Computational Linguistics

    Conference · 2 publications · 51 citations

    2

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 25 citations

    2

    h-index

  3. Lexikos

    2 publications · 46 citations

    2

    h-index

  4. 1

    h-index

  5. Computer Speech & Language

    1 publications · 22 citations

    1

    h-index

1–5