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Modeling citation worthiness by using attention-based bidirectional long short-term memory networks and interpretable models

Bibliographic Data

ID21442420
AuthorsTong Zeng (0000-0002-5533-8506, Syracuse University), Daniel E Acuna (0000-0002-7765-1595, Syracuse University, corresponding author)
Year2020
Volume124
Issue1
Pages399-428
Publication date2020-07-01
Open AccessYes
TypeARTICLE
VenueScientometrics (JOURNAL)
Journal identifiersISSN: 0138-9130 • E-ISSN: 1588-2861
PublisherSpringer Science and Business Media LLC (PUBLISHER)
DOI10.1007/s11192-020-03421-9
OpenAlexW3014030660
LanguageEN
Citations received3
References cited35

Artificial neural network · Citation · Cognition · Cognitive psychology · Cognitive science · Long short term memory · Short-term memory · Term (time) · Working memory · World Wide Web · Advanced Text Analysis Techniques · Artificial Intelligence · Biomedical Text Mining and Ontologies · Computer Science · Neuroscience · Psychology · Topic Modeling

  • Evolution and impact of the science of science

    Open Access•Jianhua Hou, Bili Zheng et al.•Humanities and Social Sciences…•2025

  • Important citations identification with semi-supervised classification model

    Open Access•Xin An, Xin Sun et al.•Scientometrics•2022

  • Toward potential hybrid features evaluation using MLP-ANN binary classification model to tackle meaningful citations

    Open Access•Faiza Qayyum, Harun Jamil et al.•Scientometrics•2022

  • Long Short-Term Memory

    Sepp Hochreiter, Jurgen Schmidhuber•Neural Computation•1997

  • Probabilistic topic models

    Open Access•David M Blei•Communications of the ACM•2012

  • An Introduction to Functional Grammar

    M A K Halliday, Μ Α Κ Halliday et al.•Introduction to Functional Grammar•2014

  • Social Media and Fake News in the 2016 Election

    Open Access•Hunt Allcott, Matthew Gentzkow•The Journal of Economic…•2017

  • The sentence as a linguistic unit

    Open Access•D J Allerton•Lingua•1969

  • Distributional Structure

    Zellig S Harris•WORD•1954

Citations per year0.75
Citation span2022 - 2025 (4)
Highly citedNo

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Open DOISci-HubOpen Access
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