Statistical NLP Winter 2009 Lecture 5: Unsupervised text categorization Roger Levy Many thanks to Tom Griffiths for use of his slides.
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Cluster-based models of belief networks, social networks, and cultural knowledge
Bayesian models of human learning and inference Josh Tenenbaum MIT
The Infinite Hierarchical Factor Regression Model Piyush Rai and Hal Daume III NIPS 2008 Presented by Bo Chen March 26, 2009.
Semantic Representations with Probabilistic Topic Models
A Bayesian approach to word segmentation: Theoretical and experimental results
The Infinite Hierarchical Factor Regression Model
Cluster-based models of belief networks, social networks, and cultural knowledge Josh Tenenbaum, MIT 2007 MURI Annual Meeting Work of Charles Kemp, Chris.
1Ort ML A 11.1.2010 Figures and References to Topic Models, with Applications to Document Classification Wolfgang Maass Institut für Grundlagen der Informationsverarbeitung.
Probabilistic Topic Models Mark Steyvers Department of Cognitive Sciences University of California, Irvine Joint work with: Tom Griffiths, UC Berkeley.
