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A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing.
Jianfeng Gao
Galen Andrew
Mark Johnson
Kristina Toutanova
Published in:
ACL (2007)
Keyphrases
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parameter estimation
statistical models
least squares
maximum likelihood
estimation problems
em algorithm
random fields
gibbs sampling
artificial intelligence
computer vision
high dimensional
model selection
approximate inference