Enhancing Topic Modeling in Scientific Literature: A Comparative Study of LDA with Word2Vec, Doc2Vec, and SciBERT Embeddings

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Authors: Roqyia Abdelhamed, Mansour Essgaer, Asma Agaal, Abubaker salem mohamed salem shibani
Cited by: 0
References: 18

Fields of Study & Subjects

Topic Modeling Computational and Text Analysis Methods Sentiment Analysis and Opinion Mining

Publication details

Journal / source
Studies in computational intelligence
Pages
634–648
Publication date
1 January 2026
Language
EN