Concepedia

Joint Relation Extraction

Joint Relation Extraction is a method in information extraction that simultaneously identifies entities and their relational predicates within text, distinguishing itself from pipeline approaches by modeling entity recognition and relation classification as interdependent tasks within a unified framework.

194

Publications

15.6K

Citations

646

Authors

191

Institutions

Publications per year

2017–2026

157

Parents

Publications

194

Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme

Suncong Zheng, Feng Wang, Hongyun Bao et al. · 2017 · 749 citations · Full text

, , +13

Multi-instance Multi-label Learning for Relation Extraction

Mihai Surdeanu, Julie Tibshirani, Ramesh Nallapati et al. · 2012 · 683 citations

, , +12

Structured information extraction from scientific text with large language models

John Dagdelen, Alexander Dunn, Sang‐Hoon Lee et al. · Nature Communications · 2024 · 586 citations · Full text

, , +17

Incremental Joint Extraction of Entity Mentions and Relations

Qi Li, Heng Ji · 2014 · 553 citations · Full text

, , +13

Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism

Xiangrong Zeng, Daojian Zeng, Shizhu He et al. · 2018 · 532 citations · Full text

, , +16

1–5 of 194

Authors

646

  1. HJ
    Heng Ji

    University of Illinois Urbana-Champaign, United States

    5 publications · 279 citations

    5

    h-index

  2. TM
    Tom M. Mitchell

    Carnegie Mellon University, United States

    5 publications · 769 citations

    5

    h-index

  3. HJ
    Heng Ji

    Rensselaer Polytechnic Institute, United States

    5 publications · 1K citations

    5

    h-index

  4. HH
    Heyan Huang

    Beijing Institute of Technology, China

    4 publications · 249 citations

    4

    h-index

  5. CD
    Chris Develder

    Ghent University, Belgium

    4 publications · 688 citations

    4

    h-index

1–5 of 646

Institutions

191

  1. Chinese Academy of Sciences

    Beijing, China

    10 h-index

    31 publications

    9.8K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    7 h-index

    24 publications

    2.7K citations

  3. Beihang University

    Beijing, China

    6 h-index

    17 publications

    715 citations

  4. National University of Defense Technology

    Changsha, China

    6 h-index

    24 publications

    910 citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    6 h-index

    18 publications

    4.6K citations

  6. Stanford University

    Stanford, United States

    5 h-index

    18 publications

    2.7K citations

  7. Tsinghua University

    Beijing, China

    5 h-index

    9 publications

    755 citations

  8. Wuhan University

    Wuhan, China

    5 h-index

    9 publications

    662 citations

1–8 of 191

Venues

  1. arXiv (Cornell University)

    Repository · 20 publications · 646 citations

    14

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 11 publications · 823 citations

    11

    h-index

  3. Knowledge-Based Systems

    6 publications · 260 citations

    6

    h-index

  4. Expert Systems with Applications

    5 publications · 528 citations

    6

    h-index

  5. Neurocomputing

    4 publications · 392 citations

    5

    h-index

1–5