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Topic Modeling

137 papers

Papers per year

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19
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Papers

Conic Scan-and-Cover algorithms for nonparametric topic modeling NIPS 2017
Hierarchical Methods of Moments NIPS 2017
Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling ACL 2017
Salience Rank: Efficient Keyphrase Extraction with Topic Modeling ACL 2017
Learning to Rank Semantic Coherence for Topic Segmentation EMNLP 2017
Adapting Topic Models using Lexical Associations with Tree Priors EMNLP 2017
Topic Signatures in Political Campaign Speeches EMNLP 2017
Geometric Dirichlet Means Algorithm for topic inference NIPS 2016
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture NIPS 2015
Deep Poisson Factor Modeling NIPS 2015
Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs NIPS 2014
Analysis of Variational Bayesian Latent Dirichlet Allocation: Weaker Sparsity Than MAP NIPS 2014
Learning a Concept Hierarchy from Multi-labeled Documents NIPS 2014
Scalable Inference for Logistic-Normal Topic Models NIPS 2013
Documents as multiple overlapping windows into grids of counts NIPS 2013
Lexical and Hierarchical Topic Regression NIPS 2013
A Spectral Algorithm for Latent Dirichlet Allocation NIPS 2012
Symmetric Correspondence Topic Models for Multilingual Text Analysis NIPS 2012
Factorial LDA: Sparse Multi-Dimensional Text Models NIPS 2012
Joint Modeling of a Matrix with Associated Text via Latent Binary Features NIPS 2012
Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NIPS 2012
Monte Carlo Methods for Maximum Margin Supervised Topic Models NIPS 2012
A Neural Autoregressive Topic Model NIPS 2012
The Doubly Correlated Nonparametric Topic Model NIPS 2011
Complexity of Inference in Latent Dirichlet Allocation NIPS 2011