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Natural Language Processing › Applications ›

Topic Modeling

137 papers

Papers per year

2
2
19
13
'10
'15
'20
'25

Papers

Improving Topic Coherence with Regularized Topic Models NIPS 2011
Deterministic Single-Pass Algorithm for LDA NIPS 2010
Word Features for Latent Dirichlet Allocation NIPS 2010
Rethinking LDA: Why Priors Matter NIPS 2009
Replicated Softmax: an Undirected Topic Model NIPS 2009
Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process NIPS 2009
Reading Tea Leaves: How Humans Interpret Topic Models NIPS 2009
Distributed Algorithms for Topic Models JMLR 2009
Asynchronous Distributed Learning of Topic Models NIPS 2008
Distributed Inference for Latent Dirichlet Allocation NIPS 2007
A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation NIPS 2006
Modeling General and Specific Aspects of Documents with a Probabilistic Topic Model NIPS 2006