A Semantics-enhanced Topic Modelling Technique: Semantic-LDA

Topic modelling is a beneficial technique used to discover latent topics in text collections. But to correctly understand the text content and generate a meaningful topic list, semantics are important. By ignoring semantics, that is, not attempting to grasp the meaning of the words, most of the exis...

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Veröffentlicht in:	ACM transactions on knowledge discovery from data 2024-02, Vol.18 (4), p.1-27, Article 93
Hauptverfasser:	Geeganage, Dakshi Kapugama, Xu, Yue, Li, Yuefeng
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied computing Computing methodologies Document management and text processing Information extraction
Online-Zugang:	Volltext
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