Chinese Learning of Semantical Selectional Preferences Based on LSC Model and Expectation Maximization Algorithm.
Dongming LiLijuan ZhangMingquan WangWei SuPublished in: J. Softw. (2012)
Keyphrases
- 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