Dynamic topic model

Results: 92



#Item
31Mathematics / Dynamic topic model / Latent Dirichlet allocation / Topic model / Perplexity / Markov random field / Expectation–maximization algorithm / Information retrieval / Statistical natural language processing / Statistics / Machine learning

Markov Topic Models Chong Wang ∗ Computer Science Dept. Princeton University Princeton, NJ 08540

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:23
32Topic model / Deviance / Discrepancy function / Multinomial distribution / Multivariate Pólya distribution / Dynamic topic model / Statistics / Statistical natural language processing / Latent Dirichlet allocation

Bayesian Checking for Topic Models David Mimno David Blei Department of Computer Science Department of Computer Science

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:22
33Latent Dirichlet allocation / Dynamic topic model / Variational Bayesian methods / Topic model / Hidden Markov model / Calculus of variations / Mixture model / Bayesian inference / Dirichlet process / Statistics / Statistical natural language processing / Bayesian statistics

Online Variational Inference for the Hierarchical Dirichlet Process Chong Wang John Paisley David M. Blei Computer Science Department, Princeton University

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:23
34Statistics / Markov models / Dynamic topic model / Information retrieval / Latent Dirichlet allocation / Natural language processing / Topic model / N-gram / Refer / Statistical natural language processing / Information science / Science

A Language-based Approach to Measuring Scholarly Impact Sean M. Gerrish SGERRISH @ CS . PRINCETON . EDU David M. Blei BLEI @ CS . PRINCETON . EDU

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:21
35Probability and statistics / Topic model / Latent Dirichlet allocation / Regression analysis / N-gram / Dynamic topic model / Statistical natural language processing / Statistics / Science

The Inverse Regression Topic Model Maxim Rabinovich† MR 608@ CAM . AC . UK Department of Engineering, University of Cambridge, Trumpington Street, Cambridge CB2 1PZ David M. Blei

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:22
36Topic model / Latent Dirichlet allocation / Dynamic topic model / Probabilistic latent semantic analysis / Document-term matrix / Mixture model / Pachinko allocation / Information retrieval / Dirichlet process / Statistics / Statistical natural language processing / Probability and statistics

review articles doi:[removed][removed]Surveying a suite of algorithms that offer a solution to managing large document archives. by David M. Blei

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:20
37Twitter / Social media / Computational linguistics / Natural language processing / Text messaging / N-gram / Dynamic topic model / Hashtag / World Wide Web / Information / Science

This is the authors’ version of the work. The definitive version was published in proceedings of the 2014 ACM/IEEE International Conference on Advances in Social Network Mining and Analysis (ASONAM), pp[removed]Menti

Add to Reading List

Source URL: mediamining.univ-lyon2.fr

Language: English - Date: 2014-12-14 08:27:59
38Estimation theory / Dynamic topic model / Statistical models / Regression analysis / Latent Dirichlet allocation / Dirichlet process / Mixture model / Topic model / Linear regression / Statistics / Statistical natural language processing / Econometrics

A Latent Variable Model for Geographic Lexical Variation Jacob Eisenstein Brendan O’Connor Noah A. Smith Eric P. Xing School of Computer Science Carnegie Mellon University

Add to Reading List

Source URL: www.cc.gatech.edu

Language: English - Date: 2010-09-01 16:09:44
39Linguistics / Computational linguistics / Markov models / Machine translation / N-gram / Statistical machine translation / Latent Dirichlet allocation / Language model / Mixture model / Statistical natural language processing / Science / Natural language processing

Dynamic Topic Adaptation for Phrase-based MT Eva Hasler1 , Phil Blunsom2 , Philipp Koehn1 , Barry Haddow1 1 School of Informatics, University of Edinburgh 2 Dept. of Computer Science, University of Oxford Abstract

Add to Reading List

Source URL: www.aclweb.org

Language: English - Date: 2014-04-18 06:11:01
40Information science / Latent Dirichlet allocation / Dynamic topic model / Topic model / Expectation–maximization algorithm / Information retrieval / Symbol / Language model / Web search query / Statistical natural language processing / Statistics / Machine learning

Named Entity Recognition in Query Jiafeng Guo† , Gu Xu‡ , Xueqi Cheng† , Hang Li‡ † ‡

Add to Reading List

Source URL: research.microsoft.com

Language: English - Date: 2009-07-27 19:45:23
UPDATE