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· 2014

Latent dirichlet allocation

Sergei Koltcov, Olessia Koltsova, Sergey Nikolenko

Short summary

This paper identifies instability in Latent Dirichlet Allocation (LDA) topic modeling and proposes a new similarity metric and vocabulary reduction criterion to address its limitations for qualitative social science analysis.

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Field: General Social Sciences

General Social SciencesSocial Sciences