Concepedia

Scientific Information Extraction

Scientific Information Extraction is a type of information extraction that specifically targets and structurally identifies scientific knowledge—such as methods, models, datasets, and findings—from scholarly documents, distinguishing it from general-domain information extraction by its focus on technical, domain-specific content and formal scientific discourse structures.

431

Publications

21.7K

Citations

1.5K

Authors

627

Institutions

Publications per year

2017–2026

162

Parents

Publications

431

Reform retractions to make them more transparent

Quan‐Hoang Vuong · Nature · 2020 · 834 citations · Full text

, , +10

Reform retractions to make them more transparent

Quan‐Hoang Vuong · 2020 · 787 citations · Full text

, , +10

Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction

Yi Luan, Luheng He, Mari Ostendorf et al. · 2018 · 636 citations · Full text

, , +17

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

Toward information extraction: identifying protein names from biological papers.

Ken Fukuda, Akihiro Tamura, Tatsuhiko Tsunoda et al. · PubMed · 1998 · 495 citations

, , +16

1–5 of 431

Authors

1.5K

  1. CL
    C. Lee Giles

    Pennsylvania State University, United States

    8 publications · 392 citations

    8

    h-index

  2. SP
    Sampo Pyysalo

    University of Turku, Finland

    6 publications · 533 citations

    6

    h-index

  3. JT
    Jun’ichi Tsujii

    The University of Tokyo, Japan

    6 publications · 295 citations

    6

    h-index

  4. KC
    Kyle Chard

    University of Chicago, United States

    5 publications · 89 citations

    5

    h-index

  5. SA
    Sophia Ananiadou

    University of Manchester, United Kingdom

    5 publications · 193 citations

    5

    h-index

1–5 of 1.5K

Institutions

627

  1. University of Manchester

    Manchester, United Kingdom

    8 h-index

    19 publications

    801 citations

  2. The University of Tokyo

    Tokyo, Japan

    8 h-index

    21 publications

    1.5K citations

  3. Stanford University

    Stanford, United States

    7 h-index

    16 publications

    722 citations

  4. Wuhan University

    Wuhan, China

    6 h-index

    17 publications

    302 citations

  5. Pennsylvania State University

    State College, United States

    6 h-index

    15 publications

    337 citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    12 publications

    279 citations

  7. University of Sheffield

    Sheffield, United Kingdom

    5 h-index

    12 publications

    1.4K citations

  8. Universidade de São Paulo

    São Paulo, Brazil

    5 h-index

    10 publications

    804 citations

1–8 of 627

Venues

  1. Scientometrics

    17 publications · 561 citations

    14

    h-index

  2. PubMed

    Repository · 11 publications · 737 citations

    11

    h-index

  3. arXiv (Cornell University)

    Repository · 12 publications · 644 citations

    11

    h-index

  4. Information Processing & Management

    6 publications · 498 citations

    6

    h-index

  5. PLoS ONE

    6 publications · 246 citations

    6

    h-index

1–5