Concepedia

Semantic Role Labeling

Semantic Role Labeling is a natural language processing task that automatically identifies the predicates in a sentence, detects their associated arguments, and assigns each argument a semantic role label specifying its underlying relationship to the predicate within the sentence’s predicate-argument structure.

660

Publications

44K

Citations

1.4K

Authors

485

Institutions

Publications per year

2017–2026

210

Variants

Srl

Parents

Children

Publications

660

A unified architecture for natural language processing

Ronan Collobert, Jason Weston · 2008 · 5.2K citations

, , +16

The Proposition Bank: An Annotated Corpus of Semantic Roles

Martha Palmer, Daniel Gildea, Paul Kingsbury · Computational Linguistics · 2005 · 2.3K citations · Full text

, , +15

Automatic Labeling of Semantic Roles

Daniel Gildea, Daniel Jurafsky · Computational Linguistics · 2002 · 1.6K citations · Full text

, , +17

Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling

Diego Marcheggiani, Ivan Titov · 2017 · 929 citations · Full text

, , +16

Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints

Jieyu Zhao, Tianlu Wang, Mark Yatskar et al. · 2017 · 779 citations · Full text

, , +15

1–5 of 660

Authors

1.4K

  1. MP
    Martha Palmer

    University of Colorado Boulder, United States

    25 publications · 4K citations

    20

    h-index

  2. ML
    Mirella Lapata

    University of Edinburgh, United Kingdom

    17 publications · 1.3K citations

    17

    h-index

  3. HZ
    Hai Zhao

    Shanghai Jiao Tong University, China

    16 publications · 942 citations

    14

    h-index

  4. LM
    Lluı́s Màrquez

    Universitat Politècnica de Catalunya, Spain

    15 publications · 1.9K citations

    14

    h-index

  5. ZL
    Zuchao Li

    Shanghai Jiao Tong University, China

    14 publications · 959 citations

    12

    h-index

1–5 of 1.4K

Institutions

485

  1. University of Edinburgh

    Edinburgh, United Kingdom

    25 h-index

    52 publications

    3.8K citations

  2. Saarland University

    Saarbrücken, Germany

    18 h-index

    45 publications

    1.9K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    16 h-index

    38 publications

    1.5K citations

  4. Stanford University

    Stanford, United States

    16 h-index

    36 publications

    3.9K citations

  5. University of Colorado Boulder

    Boulder, United States

    15 h-index

    40 publications

    4.4K citations

  6. Universitat Politècnica de Catalunya

    Barcelona, Spain

    15 h-index

    37 publications

    3.9K citations

  7. Harbin Institute of Technology

    Harbin, China

    14 h-index

    47 publications

    1.3K citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    14 h-index

    42 publications

    4.2K citations

1–8 of 485

Venues

  1. arXiv (Cornell University)

    Repository · 29 publications · 1.6K citations

    20

    h-index

  2. Computational Linguistics

    17 publications · 5.7K citations

    17

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 14 publications · 1.3K citations

    13

    h-index

  4. International Conference on Computational Linguistics

    Conference · 12 publications · 515 citations

    11

    h-index

  5. Meeting of the Association for Computational Linguistics

    Conference · 7 publications · 240 citations

    7

    h-index

1–5