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Probabilistic latent semantic analysis
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21	Deterministic Latent Variable Models and their Pitfalls Max Welling∗ Chaitanya Chemudugunta Nathan Sutter Bren School of Information and Computer Science University of California, Irvine Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2008-04-16 00:56:41 Information 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
22	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 Add to Reading List Source URL: mi.eng.cam.ac.uk Language: English - Date: 2005-01-10 11:14:04 Probability and statistics Probabilistic latent semantic analysis Perplexity N-gram Language model ZK Statistical natural language processing Statistics Computing
23	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 Add to Reading List Source URL: people.csail.mit.edu Language: English - Date: 2012-10-31 13:06:54 Cluster analysis Data mining Geostatistics Recall Topic model Probabilistic latent semantic analysis HM Span and div Statistics Data analysis Statistical natural language processing
24	Polynomial Semantic Indexing Bing Bai(1) Kunihiko Sadamasa(1) Jason WestonYanjun Qi(1) Add to Reading List Source URL: ronan.collobert.com Language: English - Date: 2009-11-02 15:21:38 Latent 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
25	Harmonium Models for Semantic Video Representation and Classication Jun Yang Yan Liu∗ Eric X. Ping Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-04-27 11:41:08 Statistical 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
26	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 Add to Reading List Source URL: ronan.collobert.com Language: English - Date: 2009-04-16 18:20:30 Vector 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
27	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 ? Add to Reading List Source URL: ronan.collobert.com Language: English - Date: 2009-09-03 12:22:35 Vector 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
28	Effective Latent Space Graph-based Re-ranking Model with Global Consistency Hongbo Deng Dept. of CSE The Chinese University of Add to Reading List Source URL: www.wsdm2009.org Language: English - Date: 2009-04-14 09:42:13 PageRank 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
29	Journal of Artificial Intelligence Research603 Submitted 07/08; publishedLearning Document-Level Semantic Properties from Free-Text Annotations Add to Reading List Source URL: jair.org Language: English - Date: 2009-04-23 12:17:51 Computational 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
30	Recommind at TREC 2011 Legal Track Peter Zeinoun1, Aaron Laliberte1, Jan Puzicha1, Howard Sklar1, Craig Carpenter1 1Recommind INTRODUCTION 7KH75(&/HJDO7UDFN/HDUQLQJ7DVNWKH³7DVN´HYDOXDWHGHDFKRIDSS Add to Reading List Source URL: trec.nist.gov Language: English - Date: 2012-02-03 09:41:32 Statistics Precision and recall Relevance Probabilistic latent semantic analysis Document review Concept Search Enron Document Latent semantic analysis Information science Information retrieval Science