Jbg reading

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•	Jordan, M. Introduction to Graphical Models (Chapters 1-5, 9-12)
•	Russell, S., & Norvig, P (2002). Artificial Intelligence: A Modern Approach. New York: Prentice Hall.  (Chapters 3-7, 18-21)


•	Manning, C., & Schütze, H. Statistical Natural Language Processing.  Cambridge: MIT Press. (Chapter 3-8)
•	Schutze, H. Automatic word sense discrimination. Computational Linguistics, 24(1):97-124, 1998. 


•	Yarowsky, D. (1999). Unsupervised Word Sense Disambiguation Rivaling Supervised Methods. Meeting of the Association for Computational Linguistics.


•	Schapire, R. (2001). The Boosting Approach to Machine Learning: An Overview. In MSRI Workshop on Nonlinear Estimation and Classification, Berkeley, CA, Mar. 2001. 


•	Peter Stone, Robert E. Schapire, Michael L. Littman, János A. Csirik and David McAllester.  Decision-theoretic bidding based on learned density models in simultaneous, interacting auctions.  Journal of Artificial Intelligence Research, 19:209-242, 2003.


•	Miller G.  Nouns in WordNet. (1995).  Introduction to WordNet: An On-line Lexical Database.  Cambridge: MIT Press. 
•	Fellbaum, C.  Verbs in WordNet. (1995).  Introduction to WordNet: An On-line Lexical Database.  Cambridge: MIT Press.


•	Snow, R., Jurafsky, D., & Ng, A. (2005). Learning syntactic patterns for automatic hypernym discovery. In NIPS 17. 


•	Blei, D., Ng, A., Jordan, M. (2003).  Latent Dirichlet allocation. Journal of Machine Learning Research Volume 3: 993 - 1022.


•	Winn, J., & Bishop, C.M. (2005). Variational message passing. Journal of Machine Learning Research  6, 661–694.


•	Teh, Y. Jordan, M. Beal, M., & Blei, D. (2005). Hierarchical Dirichlet processes. Journal of the American Statistical Association.