[Adapt] [seminar] a tutorial on text modeling

EDFward's Gmail edfward at gmail.com
Tue Nov 19 18:26:42 CST 2013


I’ll give a tutorial tomorrow (11/20) afternoon 4pm at 3-528 on text modeling covering following stuff

Background knowledge on probability such as Beta/Dirichlet distribution, conjugate prior, Markov Chain Monte Carlo, Gibbs sampling, etc.
How to model texts explicitly and implicitly, using unigram model, LSA, PLSA or LDA.
Current and potential applications
(if time permits) word2vec
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