A Practical and Empirical Comparison of Three Topic Modeling Methods Using a COVID-19 Corpus: LSA, LDA, and Top2Vec

Ferhat D. Zengul, Aysegul Bulut, Nurettin Oner, Abdulaziz Ahmed, Manju Yadav, Hope G. Gray, Bunyamin Ozaydin. A Practical and Empirical Comparison of Three Topic Modeling Methods Using a COVID-19 Corpus: LSA, LDA, and Top2Vec. In Tung X. Bui, editor, 56th Hawaii International Conference on System Sciences, HICSS 2023, Maui, Hawaii, USA, January 3-6, 2023. pages 930-939, ScholarSpace, 2023. [doi]

Abstract

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