Hierarchical topic modeling with nested hierarchical Dirichlet process

DOI10.1631/jzus.A0820796zbMath1185.68763MaRDI QIDQ1048346

Shan-Ping Li, Zhen Zhang, Bin Shen, Yi-Qun Ding

Publication date: 11 January 2010

Published in: Journal of Zhejiang University. Science A (Search for Journal in Brave)

zbMATH Keywords

Markov chain Monte Carlonatural language processinghierarchical Dirichlet processChinese restaurant processnonparametric Bayesian statisticstopic modeling

Mathematics Subject Classification ID

Natural language processing (68T50)

Cites Work

• Unnamed Item
• A correlated topic model of science
• Ferguson distributions via Polya urn schemes
• Divergence measures based on the Shannon entropy
• Hierarchical Dirichlet Processes
• Introduction to Information Retrieval
• 10.1162/jmlr.2003.3.4-5.993
• Concept decompositions for large sparse text data using clustering

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