Concepedia

Morphological Embeddings

Morphological Embeddings is a type of word representation in natural language processing that encodes the internal structure of words by modeling subword units such as morphemes, thereby capturing fine-grained linguistic regularities arising from affixation, inflection, and derivation.

68

Publications

2.6K

Citations

182

Authors

73

Institutions

Publications per year

2017–2026

47

Parents

Publications

68

What do Neural Machine Translation Models Learn about Morphology?

Yonatan Belinkov, Nadir Durrani, Fahim Dalvi et al. · 2017 · 279 citations · Full text

, , +16

Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn't.

Anna Gladkova, Aleksandr Drozd, Satoshi Matsuoka · 2016 · 203 citations · Full text

, , +17

Compositional Morphology for Word Representations and Language Modelling

Jan A. Botha, Phil Blunsom · arXiv (Cornell University) · 2014 · 152 citations · Full text

, , +10

Unsupervised Morphology Induction Using Word Embeddings

Radu Soricut, Franz Josef Och · 2015 · 135 citations · Full text

, , +8

Embedding Methods for Fine Grained Entity Type Classification

Dani Yogatama, Daniel Gillick, Nevena Lazic · 2015 · 118 citations · Full text

, , +15

1–5 of 68

Authors

182

  1. HS
    Hinrich Schütze

    Ludwig-Maximilians-Universität München, Germany

    3 publications · 122 citations

    3

    h-index

  2. NH
    Nizar Habash

    Columbia University, United States

    3 publications · 81 citations

    3

    h-index

  3. JV
    Josef van Genabith

    Dublin City University, Ireland

    2 publications · 58 citations

    2

    h-index

  4. GH
    Georg Heigold

    RWTH Aachen University, Germany

    2 publications · 58 citations

    2

    h-index

  5. SJ
    Shafiq Joty

    Nanyang Technological University, Singapore

    2 publications · 114 citations

    2

    h-index

1–5 of 182

Institutions

73

  1. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    6 publications

    237 citations

  2. Johns Hopkins University

    Baltimore, United States

    4 h-index

    9 publications

    247 citations

  3. Bar-Ilan University

    Ramat Gan, Israel

    3 h-index

    6 publications

    234 citations

  4. Ludwig-Maximilians-Universität München

    Munich, Germany

    3 h-index

    6 publications

    244 citations

  5. National University of Singapore

    Singapore, Singapore

    3 h-index

    7 publications

    375 citations

  6. Google (United States)

    Mountain View, United States

    2 h-index

    4 publications

    506 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    4 publications

    142 citations

  8. Tokyo Institute of Technology

    Tokyo, Japan

    2 h-index

    4 publications

    637 citations

1–8 of 73

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 241 citations

    6

    h-index

  2. Natural Language Engineering

    2 publications · 37 citations

    2

    h-index

  3. 1

    h-index

  4. Lund University Publications (Lund University)

    Repository · 1 publications · 16 citations

    1

    h-index

  5. Americanae (AECID Library)

    Repository · 1 publications · 70 citations

    1

    h-index

1–5