Dynamic topic model

Results: 92



#Item
71Dynamic topic model / Latent Dirichlet allocation / Topic model / Dirichlet process / Mixture model / Dirichlet distribution / Variational Bayesian methods / Information retrieval / Prior probability / Statistics / Probability and statistics / Statistical natural language processing

Ke Zhai and Jordan Boyd-Graber. Online Topic Models with Infinite Vocabulary. International Conference on Machine Learning, 2013. @inproceedings{Zhai:Boyd-Graber-2013, Title = {Online Topic Models with Infinite Vocabular

Add to Reading List

Source URL: www.umiacs.umd.edu

Language: English - Date: 2014-07-09 22:19:36
72Topic model / Tf*idf / Mixture model / Probabilistic latent semantic analysis / Latent semantic analysis / Multivariate Pólya distribution / Confidence interval / Dynamic topic model / Statistics / Statistical natural language processing / Latent Dirichlet allocation

Spherical Topic Models Joseph Reisinger JOERAII @ CS . UTEXAS . EDU Austin Waters AUSTIN @ CS . UTEXAS . EDU

Add to Reading List

Source URL: www.icml2010.org

Language: English - Date: 2010-06-13 09:06:49
73Dynamic topic model / Latent Dirichlet allocation / Pachinko allocation / Machine learning / Dirichlet process / Neural network / Bayesian inference / Mixture model / Variational Bayesian methods / Statistics / Statistical natural language processing / Topic model

David M. Blei Princeton University Department of Computer Science 35 Olden Street Princeton, NJ 08540

Add to Reading List

Source URL: www.cs.princeton.edu

Language: English - Date: 2014-04-06 15:27:19
74Estimation theory / Latent Dirichlet allocation / Topic model / Expectation–maximization algorithm / Support vector machine / Variational Bayesian methods / Linear discriminant analysis / Errors-in-variables models / Dynamic topic model / Statistics / Statistical natural language processing / Statistical classification

MedLDA: Maximum Margin Supervised Topic Models for Regression and Classification Jun Zhu†∗ [removed] Amr Ahmed† [removed]

Add to Reading List

Source URL: www.cs.cmu.edu

Language: English - Date: 2009-05-07 15:41:06
75Dynamic topic model / Natural language processing / Information retrieval / Latent Dirichlet allocation / Estimation theory / Topic model / Mixture model / Dirichlet process / Cluster analysis / Statistics / Statistical natural language processing / Machine learning

Unified Analysis of Streaming News Amr Ahmed, Qirong Ho Jacob Eisenstein, Eric P. Xing Carnegie Mellon University Pittsburgh, PA 15213, USA {amahmed,qho+,jacobeis,epxing}@cs.cmu.edu

Add to Reading List

Source URL: www.cs.cmu.edu

Language: English - Date: 2011-04-01 23:46:01
76Statistical models / Machine learning / Latent Dirichlet allocation / Topic model / Dirichlet distribution / Mixture model / Dirichlet process / Generative model / Dynamic topic model / Statistics / Statistical natural language processing / Probability and statistics

Sparse Additive Generative Models of Text Jacob Eisenstein [removed] Amr Ahmed [removed]

Add to Reading List

Source URL: www.cs.cmu.edu

Language: English - Date: 2011-05-13 03:15:37
77Natural language processing / Dynamic topic model / Latent Dirichlet allocation / Topic model / Pachinko allocation / Latent semantic analysis / Mixture model / Dirichlet process / Information retrieval / Statistics / Statistical natural language processing / Machine learning

Sparse Word Graphs: A Scalable Algorithm for Capturing Word Correlations in Topic Models Ramesh Nallapati, Amr Ahmed, William Cohen and Eric Xing Machine Learning Department Carnegie Mellon University 5000 Forbes Avenue

Add to Reading List

Source URL: www.cs.cmu.edu

Language: English - Date: 2007-09-24 16:28:26
78Artificial intelligence / Dynamic topic model / Latent Dirichlet allocation / Probabilistic latent semantic analysis / Topic model / Mixture model / Information retrieval / PageRank / Statistics / Statistical natural language processing / Machine learning

Joint Latent Topic Models for Text and Citations ∗ Ramesh Nallapati Computer Science Department

Add to Reading List

Source URL: www.cs.cmu.edu

Language: English - Date: 2008-07-08 08:18:10
79Dynamic topic model / Latent Dirichlet allocation / Concentration parameter / Dirichlet process / Mixture model / Topic model / Hidden Markov model / Normal distribution / Dirichlet distribution / Statistics / Statistical natural language processing / Probability and statistics

Timeline: A Dynamic Hierarchical Dirichlet Process Model for Recovering Birth/Death and Evolution of Topics in Text Stream Amr Ahmed [removed] School of Computer Science

Add to Reading List

Source URL: www.cs.cmu.edu

Language: English - Date: 2010-09-07 21:32:14
80Natural language processing / Statistical natural language processing / Automatic summarization / Data mining / Online encyclopedias / Word-sense disambiguation / Wikipedia / Dynamic topic model / Topic Maps / Science / Linguistics / Computational linguistics

Automatic Labelling of Topic Models Jey Han Lau,♠♥ Karl Grieser,♥ David Newman,♠♦ and Timothy Baldwin♠♥ ♠ NICTA Victoria Research Laboratory ♥ Dept of Computer Science and Software Engineering, Universi

Add to Reading List

Source URL: www.aclweb.org

Language: English - Date: 2011-05-20 17:36:38
UPDATE