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Annals of computer science and information systems
Article . 2024 . Peer-reviewed
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Topic Modeling of the SrpELTeC Corpus: A Comparison of NMF, LDA, and BERTopic

descriptionPublicationkeyboard_double_arrow_right Article , Presentation , Other literature type , Conference object 23 Oct 2024Publisher:Polish Information Processing Society PTIJournal:Annals of Computer Science and Information Systems, volume 39, pages 649-653 (issn: 2300-5963, Copyright policy )
Authors: Mihajlov, Teodora; Ikonić Nešić, Milica; Stanković, Ranka; Kitanović, Olivera;

doi: 10.15439/2024f1593 , 10.5281/zenodo.13996168 , 10.5281/zenodo.13996169

Topic Modeling of the SrpELTeC Corpus: A Comparison of NMF, LDA, and BERTopic

Abstract

At the "19th Conference on Computer Science and Intelligence Systems, FedCSIS 2024 (IEEE #61123)" held in Belgrade, September 8–11, 2024, a paper titled Topic Modeling of the SrpELTeC Corpus: A Comparison of NMF, LDA, and BERTopic, autora Teodora Mihajlov, Milica Ikonić Nešić, Ranka Stanković and Olivera Kitanović, was presented within the session Challenges for Natural Language Processing (CNLPS), showcasing the results of the TESLA project.

Related Organizations
Keywords

Electronic computers. Computer science, Information technology, QA75.5-76.95, T58.5-58.64

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 7
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
7
Top 10%
Average
Top 10%
Green
Published in a Diamond OA journal
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