Lexicalized Stochastic Modeling of Constraint-Based Grammars using Log-Linear Measures and EM Training.
Stefan RiezlerDetlef PrescherJonas KuhnMark JohnsonPublished in: ACL (2000)
Keyphrases
- log linear
- discriminative training
- maximum likelihood
- expectation maximization
- probabilistic modeling
- log linear models
- probabilistic interpretation
- em algorithm
- hidden markov models
- mixture model
- efficient learning
- posterior probability
- unsupervised learning
- higher order
- training samples
- natural language
- structured prediction
- information extraction
- probabilistic model
- training set