Probabilistic latent semantic analysis

Results: 166



#Item
21Information theory / Statistical natural language processing / Categorical data / Probabilistic latent semantic analysis / Expectation–maximization algorithm / Perplexity / Entropy / Kullback–Leibler divergence / Likelihood function / Statistics / Estimation theory / Statistical theory

Deterministic Latent Variable Models and their Pitfalls Max Welling∗ Chaitanya Chemudugunta Nathan Sutter Bren School of Information and Computer Science University of California, Irvine

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Source URL: www.ics.uci.edu

Language: English - Date: 2008-04-16 00:56:41
22Probability and statistics / Probabilistic latent semantic analysis / Perplexity / N-gram / Language model / ZK / Statistical natural language processing / Statistics / Computing

A PLSA-based Language Model for Conversational Telephone Speech David Mrva and Philip C. Woodland Cambridge University Engineering Department Trumpington Street, Cambridge, CB2 1PZ, UK {dm312,pcw}@eng.cam.ac.uk

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Source URL: mi.eng.cam.ac.uk

Language: English - Date: 2005-01-10 11:14:04
23Cluster analysis / Data mining / Geostatistics / Recall / Topic model / Probabilistic latent semantic analysis / HM / Span and div / Statistics / Data analysis / Statistical natural language processing

Random Field Topic Model for Semantic Region Analysis in Crowded Scenes from Tracklets Bolei Zhou1 , Xiaogang Wang2 , and Xiaoou Tang1,3 1 Department of Information Engineering, The Chinese University of Hong Kong

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Source URL: people.csail.mit.edu

Language: English - Date: 2012-10-31 13:06:54
24Latent semantic indexing / Learning to rank / Tf*idf / Latent semantic analysis / Relevance feedback / Query expansion / Search engine indexing / Document retrieval / Probabilistic latent semantic analysis / Information science / Information retrieval / Vector space model

Polynomial Semantic Indexing Bing Bai(1) Kunihiko Sadamasa(1) Jason WestonYanjun Qi(1)

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Source URL: ronan.collobert.com

Language: English - Date: 2009-11-02 15:21:38
25Statistical models / Regression analysis / Probabilistic latent semantic analysis / Latent Dirichlet allocation / Expectation–maximization algorithm / Dummy variable / Linear discriminant analysis / Gibbs sampling / Semantics / Statistics / Statistical natural language processing / Categorical data

Harmonium Models for Semantic Video Representation and Classication Jun Yang Yan Liu∗ Eric X. Ping

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Source URL: www.cs.cmu.edu

Language: English - Date: 2007-04-27 11:41:08
26Vector space model / Latent semantic analysis / Tf*idf / Latent semantic indexing / Probabilistic latent semantic analysis / Learning to rank / Latent Dirichlet allocation / Query expansion / Search engine indexing / Information science / Information retrieval / Science

Supervised Semantic Indexing Bing Bai, Jason Weston, Ronan Collobert, and David Grangier NEC Labs America, 4 Independence Way, Princeton, USA 08540 {bbai,jasonw,collober,dgrangier}@nec-labs.com

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Source URL: ronan.collobert.com

Language: English - Date: 2009-04-16 18:20:30
27Vector space model / Latent semantic analysis / Latent semantic indexing / Tf*idf / Search engine indexing / Learning to rank / Relevance feedback / Hash function / Probabilistic latent semantic analysis / Information science / Information retrieval / Science

Supervised Semantic Indexing Bing Bai† , Jason Weston† , David Grangier† , Ronan Collobert† , Yanjun Qi† , Kunihiko Sadamasa† , Olivier Chapelle? , Kilian Weinberger? † NEC Labs America, Princeton NJ, USA ?

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Source URL: ronan.collobert.com

Language: English - Date: 2009-09-03 12:22:35
28PageRank / Latent semantic analysis / Learning to rank / Tf*idf / Probabilistic latent semantic analysis / Document retrieval / Relevance / Latent semantic indexing / Search engine indexing / Information science / Information retrieval / Vector space model

Effective Latent Space Graph-based Re-ranking Model with Global Consistency Hongbo Deng Dept. of CSE The Chinese University of

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Source URL: www.wsdm2009.org

Language: English - Date: 2009-04-14 09:42:13
29Computational linguistics / Information retrieval / Automatic summarization / Data mining / Statistical natural language processing / Multi-document summarization / Probabilistic latent semantic analysis / Latent semantic analysis / General Architecture for Text Engineering / Science / Natural language processing / Information science

Journal of Artificial Intelligence Research603 Submitted 07/08; publishedLearning Document-Level Semantic Properties from Free-Text Annotations

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Source URL: jair.org

Language: English - Date: 2009-04-23 12:17:51
30Statistics / Precision and recall / Relevance / Probabilistic latent semantic analysis / Document review / Concept Search / Enron / Document / Latent semantic analysis / Information science / Information retrieval / Science

Recommind at TREC 2011 Legal Track Peter Zeinoun1, Aaron Laliberte1, Jan Puzicha1, Howard Sklar1, Craig Carpenter1 1Recommind INTRODUCTION 7KH75(&/HJDO7UDFN/HDUQLQJ7DVN WKH³7DVN´ HYDOXDWHGHDFKRIDSS

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Source URL: trec.nist.gov

Language: English - Date: 2012-02-03 09:41:32
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