Concepedia

Dependency-based Semantic Role Labeling

Dependency-Based Semantic Role Labeling is a semantic role labeling approach that identifies predicate-argument structures by leveraging syntactic dependencies to determine the roles of words in relation to a predicate, distinguishing itself from phrase-structure-based methods through its reliance on dependency parse trees.

39

Publications

2.6K

Citations

96

Authors

46

Institutions

Publications per year

2017–2026

14

Parents

Publications

39

Deep Semantic Role Labeling: What Works and What’s Next

Luheng He, Kenton Lee, Mike Lewis et al. · 2017 · 455 citations · Full text

, , +13

Extended constituent-to-dependency conversion for English

Richard Johansson, Pierre Nugues · DSpace repository (University of Tartu) · 2007 · 280 citations · Full text

, , +17

Neural Semantic Role Labeling with Dependency Path Embeddings

Michael Roth, Mirella Lapata · 2016 · 192 citations · Full text

, , +16

Syntax for Semantic Role Labeling, To Be, Or Not To Be

Shexia He, Zuchao Li, Hai Zhao et al. · 2018 · 162 citations · Full text

, , +16

A Global Joint Model for Semantic Role Labeling

Kristina Toutanova, Aria Haghighi, Christopher D. Manning · Computational Linguistics · 2008 · 147 citations · Full text

, , +17

1–5 of 39

Authors

96

  1. PN
    Pierre Nugues

    Lund University, Sweden

    5 publications · 654 citations

    5

    h-index

  2. HZ
    Hai Zhao

    Shanghai Jiao Tong University, China

    4 publications · 231 citations

    4

    h-index

  3. ZZ
    Zhuosheng Zhang

    Shanghai Jiao Tong University, China

    3 publications · 136 citations

    3

    h-index

  4. BC
    Baobao Chang

    Peking University, China

    3 publications · 87 citations

    3

    h-index

  5. RJ
    Richard Johansson

    University of Gothenburg, Sweden

    3 publications · 462 citations

    3

    h-index

1–5 of 96

Institutions

46

  1. University of Edinburgh

    Edinburgh, United Kingdom

    4 h-index

    7 publications

    571 citations

  2. Lund University

    Lund, Sweden

    3 h-index

    7 publications

    727 citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    3 h-index

    14 publications

    1.3K citations

  4. Sapienza University of Rome

    Rome, Italy

    2 h-index

    5 publications

    98 citations

  5. Wuhan University

    Wuhan, China

    2 h-index

    6 publications

    366 citations

  6. University of Colorado System

    Boulder, United States

    2 h-index

    2 publications

    132 citations

  7. Peking University

    Beijing, China

    2 h-index

    7 publications

    183 citations

  8. Stanford University

    Stanford, United States

    2 h-index

    6 publications

    609 citations

1–8 of 46

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 32 citations

    2

    h-index

  2. Pattern Recognition Letters

    1 publications · 15 citations

    1

    h-index

  3. International Conference on Computational Linguistics

    Conference · 1 publications · 121 citations

    1

    h-index

  4. Language Resources and Evaluation

    1 publications · 21 citations

    1

    h-index

  5. Computational Linguistics

    1 publications · 147 citations

    1

    h-index

1–5