Concepedia

Neural Text Simplification

Neural Text Simplification is a computational approach to text simplification that employs neural network architectures to automatically transform complex textual inputs into simpler, more accessible versions while preserving meaning.

34

Publications

1.8K

Citations

95

Authors

43

Institutions

Publications per year

2017–2026

25

Parents

Publications

34

Exploring Neural Text Simplification Models

Sergiu Nisioi, Sanja Štajner, Simone Paolo Ponzetto et al. · 2017 · 199 citations · Full text

, , +17

EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing

Yue Dong, Zichao Li, Mehdi Rezagholizadeh et al. · 2019 · 144 citations · Full text

, , +15

Learning a Lexical Simplifier Using Wikipedia

Colby Horn, Cathryn A. Manduca, David Kauchak · 2014 · 114 citations · Full text

, , +16

Unsupervised Lexical Simplification for Non-Native Speakers

Gustavo Henrique Paetzold, Lucia Specia · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 113 citations · Full text

, , +16

Neural CRF Model for Sentence Alignment in Text Simplification

Chao Jiang, Mounica Maddela, Wuwei Lan et al. · 2020 · 103 citations · Full text

, , +16

1–5 of 34

Authors

95

  1. LS
    Lucia Specia

    University of Sheffield, United Kingdom

    4 publications · 283 citations

    4

    h-index

  2. SŠ
    Sanja Štajner

    University of Mannheim, Germany

    4 publications · 275 citations

    4

    h-index

  3. JQ
    Jipeng Qiang

    Yangzhou University, China

    3 publications · 94 citations

    3

    h-index

  4. MM
    Mounica Maddela

    Georgia Institute of Technology, United States

    2 publications · 182 citations

    2

    h-index

  5. DK
    David Kauchak

    Pomona College, United States

    2 publications · 143 citations

    2

    h-index

1–5 of 95

Institutions

43

  1. University of Sheffield

    Sheffield, United Kingdom

    5 h-index

    8 publications

    605 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    8 publications

    367 citations

  3. University of Mannheim

    Mannheim, Germany

    3 h-index

    4 publications

    431 citations

  4. Manchester Metropolitan University

    Manchester, United Kingdom

    2 h-index

    3 publications

    68 citations

  5. University of Bucharest

    Bucharest, Romania

    2 h-index

    3 publications

    417 citations

  6. Middlebury College

    Middlebury (village), United States

    2 h-index

    4 publications

    371 citations

  7. Turing Institute

    Glasgow, United Kingdom

    1 h-index

    1 publications

    60 citations

  8. University of Wolverhampton

    Wolverhampton, United Kingdom

    1 h-index

    1 publications

    40 citations

1–8 of 43

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 81 citations

    4

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 162 citations

    2

    h-index

  3. Computer Speech & Language

    1 publications · 34 citations

    1

    h-index

  4. Procedia Computer Science

    1 publications · 16 citations

    1

    h-index

  5. Language Resources and Evaluation

    1 publications · 14 citations

    1

    h-index

1–5