Concepedia

Zero-shot Named Entity Recognition

Zero-Shot Named Entity Recognition is a named entity recognition framework that identifies and classifies entity mentions in text without requiring labeled training examples for the target entity types, distinguishing it from supervised and few-shot approaches by leveraging transferable knowledge or semantic representations.

29

Publications

1.6K

Citations

132

Authors

37

Institutions

Publications per year

2017–2026

28

Variants

Zero-shot Ner

Parents

Publications

29

Improving large language models for clinical named entity recognition via prompt engineering

Yan Hu, Qingyu Chen, Jingcheng Du et al. · Journal of the American Medical Informatics Association · 2024 · 285 citations · Full text

, , +15

Few-shot classification in named entity recognition task

Alexander Fritzler, Varvara Logacheva, Maksim Kretov · 2019 · 194 citations · Full text

, , +16

ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT

Xingyu Cui, Ning Cheng, Xiaobin Wang et al. · arXiv (Cornell University) · 2023 · 145 citations · Full text

, , +15

Label Embedding for Zero-shot Fine-grained Named Entity Typing.

Yukun Ma, Erik Cambria, Sa Gao · International Conference on Computational Linguistics · 2016 · 118 citations

, , +12

Advancing entity recognition in biomedicine via instruction tuning of large language models

Vipina K. Keloth, Yan Hu, Qianqian Xie et al. · Bioinformatics · 2024 · 92 citations · Full text

, , +14

1–5 of 29

Authors

132

  1. XP
    Xueqing Peng

    Fudan University, China

    3 publications · 444 citations

    3

    h-index

  2. HX
    Hua Xu

    The University of Texas Health Science Center at Houston, United States

    3 publications · 444 citations

    3

    h-index

  3. ZL
    Zhiyong Lu

    National Center for Biotechnology Information, United States

    2 publications · 377 citations

    2

    h-index

  4. EC
    Erik Cambria

    Nanyang Technological University, Singapore

    2 publications · 134 citations

    2

    h-index

  5. QC
    Qingyu Chen

    National Institutes of Health, United States

    2 publications · 377 citations

    2

    h-index

1–5 of 132

Institutions

37

  1. Google (United States)

    Mountain View, United States

    2 h-index

    2 publications

    42 citations

  2. Nanyang Technological University

    Singapore, Singapore

    2 h-index

    6 publications

    402 citations

  3. National Center for Biotechnology Information

    Bethesda, United States

    2 h-index

    6 publications

    938 citations

  4. National Institutes of Health

    Bethesda, United States

    2 h-index

    6 publications

    938 citations

  5. Yale University

    New Haven, United States

    2 h-index

    11 publications

    1.8K citations

  6. Georgia Institute of Technology

    Atlanta, United States

    2 h-index

    4 publications

    241 citations

  7. Université Toulouse - Jean Jaurès

    Toulouse, France

    1 h-index

    1 publications

    27 citations

  8. National University of Singapore

    Singapore, Singapore

    1 h-index

    1 publications

    51 citations

1–8 of 37

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 402 citations

    10

    h-index

  2. 1

    h-index

  3. International Conference on Computational Linguistics

    Conference · 1 publications · 118 citations

    1

    h-index

  4. Journal of the American Medical Informatics Association

    JAMIA · 1 publications · 285 citations

    1

    h-index

  5. Bioinformatics

    1 publications · 92 citations

    1

    h-index

1–5