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Chinese Learning of Semantical Selectional Preferences Based on LSC Model and Expectation Maximization Algorithm.
Dongming Li
Lijuan Zhang
Mingquan Wang
Wei Su
Published in:
J. Softw. (2012)
Keyphrases
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expectation maximization
em algorithm
probabilistic model
learning algorithm
mathematical model
learned models
parameter estimation
theoretical analysis
learning phase
automatically learned
fully connected
learning scheme
recognition algorithm
bayesian framework
search space
objective function
prior knowledge
maximum likelihood estimation
gaussian mixture
cost function
closed form
classification algorithm
optimal solution
selection algorithm
kalman filter
input data
energy function
detection algorithm
computational complexity
pac model
learning models
np hard
parameter learning
maximum likelihood
multiple kernel
estimation algorithm
tree structure
mixture model
unsupervised learning
learning process
learning mechanism
k means
active learning
mixture of gaussians
reinforcement learning
neural network