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Improved Parsimonious Topic Modeling Based on the Bayesian Information Criterion

In a previous work, a parsimonious topic model (PTM) was proposed for text corpora. In that work, unlike LDA, the modeling determined a subset of salient words for each topic, with topic-specific probabilities, with the rest of the words in the dictionary explained by a universal shared model. Furth...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Wang, Hang, Miller, David
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7516783/
https://ncbi.nlm.nih.gov/pubmed/33286100
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22030326
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