Unsupervised learning of agglutinated morphology using nested Pitman-Yor process based morpheme induction algorithm.
Arun KumarLluís PadróAntoni OliverPublished in: IALP (2015)
Keyphrases
- unsupervised learning
- induction algorithms
- pitman yor process
- decision trees
- feature selection
- inductive learning
- bayesian nonparametric
- generative model
- mixture model
- data sets
- regression trees
- supervised learning
- semi supervised
- evolutionary computation
- topic models
- classification rules
- machine learning
- learning problems
- semi supervised learning
- expectation maximization
- text classification
- dimensionality reduction
- learning algorithm
- knowledge acquisition
- gaussian process
- evolutionary algorithm
- model selection
- regression model
- genetic programming
- principal component analysis
- probabilistic model