Concepedia

Transformer-based Negation Detection

Transformer-Based Negation Detection is a computational linguistics method that employs transformer neural network architectures to identify and interpret negation scopes and effects in natural language text, distinguishing itself from rule-based or traditional machine learning approaches through its reliance on self-attention mechanisms and contextualized word representations.

6

Publications

263

Citations

19

Authors

11

Institutions

Publications per year

2017–2026

6

Parents

Publications

6

SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics

Da Yin, Tao Meng, Kai-Wei Chang · 2020 · 127 citations · Full text

, , +16

Does BERT need domain adaptation for clinical negation detection?

Chen Lin, Steven Bethard, Dmitriy Dligach et al. · Journal of the American Medical Informatics Association · 2020 · 61 citations · Full text

, , +14

Negation and uncertainty detection in clinical texts written in Spanish: a deep learning-based approach

Oswaldo Solarte Pabón, Orlando Montenegro, María Torrente et al. · PeerJ Computer Science · 2022 · 35 citations · Full text

, , +15

SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics

Da Yin, Tao Meng, Kai-Wei Chang · arXiv (Cornell University) · 2020 · 19 citations · Full text

, , +16

Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text

Elena Sergeeva, Henghui Zhu, Amir Tahmasebi et al. · 2019 · 11 citations · Full text

, , +16

1–5 of 6

Authors

19

  1. DY
    Da Yin

    University of California, Los Angeles, United States

    2 publications · 146 citations

    2

    h-index

  2. KC
    Kai-Wei Chang

    University of California, Los Angeles, United States

    2 publications · 146 citations

    2

    h-index

  3. TM
    Tao Meng

    Central South University of Forestry and Technology, China

    2 publications · 146 citations

    2

    h-index

  4. OM
    Orlando Montenegro

    Universidad del Valle, Colombia

    1 publications · 35 citations

    1

    h-index

  5. AR
    Alejandro Rodríguez‐González

    Universidad Politécnica de Madrid, Spain

    1 publications · 35 citations

    1

    h-index

1–5 of 19

Institutions

11

  1. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    4 publications

    400 citations

  2. Peking University

    Beijing, China

    2 h-index

    4 publications

    400 citations

  3. King University

    Bristol, United States

    1 h-index

    3 publications

    381 citations

  4. Universidad Politécnica de Madrid

    Madrid, Spain

    1 h-index

    3 publications

    105 citations

  5. Universidad del Valle

    Santiago de Cali, Colombia

    1 h-index

    2 publications

    70 citations

  6. Moscow Institute of Thermal Technology

    Moscow, Russia

    1 h-index

    4 publications

    44 citations

  7. Harvard University

    Cambridge, United States

    1 h-index

    4 publications

    244 citations

  8. Boston Children's Hospital

    Boston, United States

    1 h-index

    4 publications

    244 citations

1–8 of 11

Venues

  1. Journal of the American Medical Informatics Association

    JAMIA · 1 publications · 61 citations

    1

    h-index

  2. PeerJ Computer Science

    1 publications · 35 citations

    1

    h-index

  3. arXiv (Cornell University)

    Repository · 1 publications · 19 citations

    1

    h-index

  4. Journal of Healthcare Informatics Research

    1 publications · 10 citations

  5. Journal of Advances in Information Technology

    JAIT · 1 publications · 10 citations

1–5