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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

Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NIPS 2012
Coupling Nonparametric Mixtures via Latent Dirichlet Processes NIPS 2012
A Neural Autoregressive Topic Model NIPS 2012
Joint Modeling of a Matrix with Associated Text via Latent Binary Features NIPS 2012
Augment-and-Conquer Negative Binomial Processes NIPS 2012
Factorial LDA: Sparse Multi-Dimensional Text Models NIPS 2012
Symmetric Correspondence Topic Models for Multilingual Text Analysis NIPS 2012
A Spectral Algorithm for Latent Dirichlet Allocation NIPS 2012
TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents AISTATS 2011
Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011
The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling AISTATS 2011
Discussion of “The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling” AISTATS 2011
Online Variational Inference for the Hierarchical Dirichlet Process AISTATS 2011
Complexity of Inference in Latent Dirichlet Allocation NIPS 2011
Online Learning for Latent Dirichlet Allocation NIPS 2010
Learning concept graphs from text with stick-breaking priors NIPS 2010
Word Features for Latent Dirichlet Allocation NIPS 2010
Tree-Structured Stick Breaking for Hierarchical Data NIPS 2010
Joint Analysis of Time-Evolving Binary Matrices and Associated Documents NIPS 2010
Deterministic Single-Pass Algorithm for LDA NIPS 2010
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
Spatial Normalized Gamma Processes NIPS 2009
Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora NIPS 2009