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topic modeling

460 papers

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Also known as

STM CSTM LDA TM

Co-occurring keywords

topic model (290) latent dirichlet allocation (171) text classification (6776) unsupervised learning (3255) bayesian inference (1904) variational inference (2069) sentiment analysis (2079) social media analysis (699) word embedding (1764) neural topic model (75)

Papers

Unsupervised Learning of Visual Sense Models for Polysemous Words NIPS 2008
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation NIPS 2008
Spatial Latent Dirichlet Allocation NIPS 2007
Distributed Inference for Latent Dirichlet Allocation NIPS 2007
Mining Internet-Scale Software Repositories NIPS 2007
Supervised Topic Models NIPS 2007
HM-BiTAM: Bilingual Topic Exploration, Word Alignment, and Translation NIPS 2007
Modeling General and Specific Aspects of Documents with a Probabilistic Topic Model NIPS 2006
A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation NIPS 2006
Latent Dirichlet Allocation JMLR 2003