Concepedia

Span-based Semantic Role Labeling

Span-Based Semantic Role Labeling is a method of semantic role labeling that identifies predicate-argument structures by enumerating text spans as candidate arguments and classifying their semantic roles relative to predicates, distinguishing itself from sequence-level or token-tagging approaches through its explicit span-level argument representation.

12

Publications

650

Citations

33

Authors

15

Institutions

Publications per year

2017–2026

10

Parents

Publications

12

Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling

Luheng He, Kenton Lee, Omer Levy et al. · 2018 · 197 citations · Full text

, , +14

Dependency or Span, End-to-End Uniform Semantic Role Labeling

Zuchao Li, Shexia He, Hai Zhao et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 104 citations · Full text

, , +15

A Span Selection Model for Semantic Role Labeling

Hiroki Ouchi, Hiroyuki Shindo, Yūji Matsumoto · 2018 · 101 citations · Full text

, , +16

Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling

Hao Fei, Shengqiong Wu, Yafeng Ren et al. · 2021 · 74 citations · Full text

, , +16

Composition of Word Representations Improves Semantic Role Labelling

Michael Roth, Kristian Woodsend · 2014 · 54 citations · Full text

, , +13

1–5 of 12

Authors

33

  1. LH
    Luheng He

    University of Washington, United States

    3 publications · 222 citations

    3

    h-index

  2. LZ
    Luke Zettlemoyer

    University of Washington, United States

    3 publications · 222 citations

    3

    h-index

  3. OL
    Omer Levy

    University of Washington, United States

    2 publications · 212 citations

    2

    h-index

  4. RN
    Roberto Navigli

    Sapienza University of Rome, Italy

    2 publications · 38 citations

    2

    h-index

  5. ZL
    Zuchao Li

    Shanghai Jiao Tong University, China

    2 publications · 122 citations

    2

    h-index

1–5 of 33

Institutions

15

  1. Cloud Computing Center

    Dongguan, China

    2 h-index

    4 publications

    244 citations

  2. Sapienza University of Rome

    Rome, Italy

    2 h-index

    5 publications

    98 citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    10 publications

    610 citations

  4. University of Washington

    Seattle, United States

    2 h-index

    8 publications

    828 citations

  5. RIKEN Center for Advanced Intelligence Project

    Tokyo, Japan

    1 h-index

    3 publications

    303 citations

  6. Google (United States)

    Mountain View, United States

    1 h-index

    2 publications

    20 citations

  7. Seattle University

    Seattle, United States

    1 h-index

    2 publications

    20 citations

  8. Temple University

    Philadelphia, United States

    1 h-index

    2 publications

    48 citations

1–8 of 15

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 33 citations

    2

    h-index

  2. 1

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 104 citations

    1

    h-index

1–3