Concepedia

Semi-supervised Morphological Analysis

Semi-Supervised Morphological Analysis is a morphological parsing methodology that belongs to the class of semi-supervised learning approaches in natural language processing, distinguished by its utilization of a small amount of manually annotated morphological data alongside a larger body of unannotated text to induce morphological structure and relationships in a computationally efficient and linguistically informed manner.

14

Publications

489

Citations

32

Authors

12

Institutions

Publications per year

2017–2026

3

Parents

Publications

14

Morfessor 2.0: Toolkit for statistical morphological segmentation

Peter Smit, Sámi Virpioja, Stig-Arne Grönroos et al. · 2014 · 105 citations · Full text

, , +16

Morfessor FlatCat: An HMM-Based Method for Unsupervised and Semi-Supervised Learning of Morphology

Stig-Arne Grönroos, Sámi Virpioja, Peter Smit et al. · International Conference on Computational Linguistics · 2014 · 76 citations

, , +14

Semi-Supervised Learning of Concatenative Morphology

Oskar Kohonen, Sámi Virpioja, Krista Lagus · 2010 · 61 citations

, , +14

Supervised Morphological Segmentation in a Low-Resource Learning Setting using Conditional Random Fields

Teemu Ruokolainen, Oskar Kohonen, Sámi Virpioja et al. · 2013 · 52 citations

, , +17

Empirical Comparison of Evaluation Methods for Unsupervised Learning of Morphology

Sámi Virpioja, Ville Turunen, Sebastian Spiegler et al. · 2011 · 49 citations

, , +6

1–5 of 14

Authors

32

  1. SV
    Sámi Virpioja

    Aalto University, Finland

    7 publications · 388 citations

    7

    h-index

  2. OK
    Oskar Kohonen

    Aalto University, Finland

    5 publications · 207 citations

    5

    h-index

  3. MK
    Mikko Kurimo

    Aalto University, Finland

    5 publications · 317 citations

    5

    h-index

  4. PS
    Peter Smit

    Aalto University, Finland

    2 publications · 181 citations

    2

    h-index

  5. KL
    Krista Lagus

    University of Helsinki, Finland

    2 publications · 71 citations

    2

    h-index

1–5 of 32

Institutions

12

  1. Aalto University

    Espoo, Finland

    4 h-index

    13 publications

    763 citations

  2. University of Technology

    Korolyov, Russia

    2 h-index

    5 publications

    356 citations

  3. University of Szeged

    Szeged, Hungary

    1 h-index

    2 publications

    32 citations

  4. Johns Hopkins University

    Baltimore, United States

    1 h-index

    4 publications

    44 citations

  5. Universidad Nacional Autónoma de México

    Mexico City, Mexico

    1 h-index

    3 publications

    60 citations

  6. Prague University of Economics and Business

    Prague, Czechia

    1 h-index

    3 publications

    39 citations

  7. IBM (United States)

    Armonk, United States

    1 h-index

    1 publications

    18 citations

  8. University of Stuttgart

    Stuttgart, Germany

    1 h-index

    4 publications

    64 citations

1–8 of 12

Venues

  1. Lund University Publications (Lund University)

    Repository · 1 publications · 16 citations

    1

    h-index

  2. International Conference on Computational Linguistics

    Conference · 1 publications · 76 citations

    1

    h-index

  3. Computer Speech & Language

    1 publications · 13 citations

    1

    h-index

  4. Journal of Intelligent & Fuzzy Systems

    1 publications · 20 citations

    1

    h-index

  5. 1

    h-index

1–5