Concepedia

Statistical Text Simplification

Statistical Text Simplification is a text simplification approach that belongs to the class of statistical natural language processing methods, distinguished by its reliance on probabilistic models trained on parallel corpora to automatically learn and apply simplification transformations.

15

Publications

1.4K

Citations

37

Authors

14

Institutions

Publications per year

2017–2026

2

Parents

Publications

15

Optimizing Statistical Machine Translation for Text Simplification

Wei Xu, Courtney Napoles, Ellie Pavlick et al. · Transactions of the Association for Computational Linguistics · 2016 · 516 citations · Full text

, , +13

A Monolingual Tree-based Translation Model for Sentence Simplification

Zhemin Zhu · TUbilio (Technical University of Darmstadt) · 2010 · 328 citations

, , +17

A Survey of Automated Text Simplification

Matthew Shardlow · International Journal of Advanced Computer Science and Applications · 2014 · 192 citations · Full text

, , +16

Can Text Simplification Help Machine Translation

Sanja Štajner, Maja Popović · 2016 · 68 citations

, , +16

Building a Monolingual Parallel Corpus for Text Simplification Using Sentence Similarity Based on Alignment between Word Embeddings.

Tomoyuki Kajiwara, Mamoru Komachi · International Conference on Computational Linguistics · 2016 · 48 citations

, , +16

1–5 of 15

Authors

37

  1. SŠ
    Sanja Štajner

    University of Mannheim, Germany

    3 publications · 104 citations

    3

    h-index

  2. CN
    Courtney Napoles

    Johns Hopkins University, United States

    2 publications · 561 citations

    2

    h-index

  3. XW
    Xindong Wu

    Hefei University of Technology, China

    2 publications · 36 citations

    2

    h-index

  4. JQ
    Jipeng Qiang

    Yangzhou University, China

    2 publications · 36 citations

    2

    h-index

  5. EP
    Ellie Pavlick

    John Brown University, United States

    1 publications · 516 citations

    1

    h-index

1–5 of 37

Institutions

14

  1. Yangzhou University

    Yangzhou, China

    2 h-index

    6 publications

    84 citations

  2. Hefei University of Technology

    Hefei, China

    2 h-index

    2 publications

    36 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    6 publications

    108 citations

  4. Johns Hopkins University

    Baltimore, United States

    2 h-index

    3 publications

    606 citations

  5. University of Cambridge

    Cambridge, United Kingdom

    1 h-index

    5 publications

    170 citations

  6. Dublin City University

    Dublin, Ireland

    1 h-index

    1 publications

    26 citations

  7. Universitat Pompeu Fabra

    Barcelona, Spain

    1 h-index

    1 publications

    26 citations

  8. University of Pennsylvania

    Philadelphia, United States

    1 h-index

    4 publications

    2.1K citations

1–8 of 14

Venues

  1. Computer Speech & Language

    1 publications · 34 citations

    1

    h-index

  2. TUbilio (Technical University of Darmstadt)

    Repository · 1 publications · 328 citations

    1

    h-index

  3. 1

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 24 citations

    1

    h-index

  5. Frontiers of Computer Science

    1 publications · 12 citations

    1

    h-index

1–5