Lexicalized Stochastic Modeling of Constraint-Based Grammars using Log-Linear Measures and EM Training
Stefan RiezlerDetlef PrescherJonas KuhnMark JohnsonPublished in: CoRR (2000)
Keyphrases
- log linear
- discriminative training
- maximum likelihood
- log linear models
- hidden markov models
- probabilistic interpretation
- latent variables
- expectation maximization
- mixture model
- generative model
- supervised learning
- image segmentation
- probabilistic modeling
- machine learning
- image classification
- co occurrence
- training samples
- natural language processing
- natural language
- training data
- linguistically motivated