Concepedia

Speculation Detection

Speculation Detection is a natural language processing task that identifies and classifies speculative or hedged statements in text, distinguishing them from factual assertions by analyzing linguistic markers of uncertainty.

69

Publications

2.8K

Citations

211

Authors

98

Institutions

Publications per year

2017–2026

20

Variants

Hedge Detection

Parents

Publications

69

Weakly Supervised Learning for Hedge Classification in Scientific Literature

Ben Medlock, Ted Briscoe · 2007 · 199 citations

, , +14

The Language of Bioscience: Facts, Speculations, and Statements in Between

Marc Light, X. Qiu, Padmini Srinivasan · North American Chapter of the Association for Computational Linguistics · 2004 · 161 citations

, , +12

Charting the Landscape of Online Cryptocurrency Manipulation

Leonardo Nizzoli, Serena Tardelli, Marco Avvenuti et al. · IEEE Access · 2020 · 129 citations · Full text

, , +17

Recognizing speculative language in biomedical research articles: a linguistically motivated perspective

Halil Kilicoglu, Sabine Bergler · BMC Bioinformatics · 2008 · 126 citations · Full text

, , +13

Speculative Taint Tracking (STT)

Jiyong Yu, Mengjia Yan, Artem Khyzha et al. · 2019 · 115 citations · Full text

, , +14

1–5 of 69

Authors

211

  1. SB
    Sabine Bergler

    Concordia University, Canada

    5 publications · 212 citations

    5

    h-index

  2. HK
    Halil Kilicoglu

    United States National Library of Medicine, United States

    5 publications · 212 citations

    5

    h-index

  3. GZ
    Guodong Zhou

    Soochow University, China

    4 publications · 197 citations

    4

    h-index

  4. QZ
    Qiaoming Zhu

    Soochow University, China

    4 publications · 197 citations

    4

    h-index

  5. BZ
    Bowei Zou

    Soochow University, China

    3 publications · 114 citations

    3

    h-index

1–5 of 211

Institutions

98

  1. Concordia University

    Montreal, Canada

    5 h-index

    9 publications

    298 citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    11 publications

    804 citations

  3. Universidad de Huelva

    Huelva, Spain

    3 h-index

    6 publications

    364 citations

  4. The University of Tokyo

    Tokyo, Japan

    2 h-index

    3 publications

    82 citations

  5. University of Oslo

    Oslo, Norway

    2 h-index

    5 publications

    407 citations

  6. MTA-SZTE Research Group on Artificial Intelligence

    Szeged, Hungary

    2 h-index

    3 publications

    48 citations

  7. Technische Universität Darmstadt

    Darmstadt, Germany

    2 h-index

    2 publications

    34 citations

  8. Northwestern University

    Evanston, United States

    2 h-index

    3 publications

    108 citations

1–8 of 98

Venues

  1. SSRN Electronic Journal

    Repository · 2 publications · 38 citations

    2

    h-index

  2. BMC Bioinformatics

    2 publications · 145 citations

    2

    h-index

  3. Applied Sciences

    2 publications · 36 citations

    2

    h-index

  4. Journal of Biomedical Semantics

    JBMS · 2 publications · 59 citations

    2

    h-index

  5. PubMed

    Repository · 1 publications · 22 citations

    1

    h-index

1–5