Unambiguity Regularization for Unsupervised Learning of Probabilistic Grammars.
Kewei TuVasant G. HonavarPublished in: EMNLP-CoNLL (2012)
Keyphrases
- unsupervised learning
- probabilistic model
- supervised learning
- bayesian networks
- minimum message length
- grammatical inference
- stochastic context free grammars
- tree grammars
- data mining
- probabilistic logic
- probability theory
- parameter selection
- regularization method
- generative model
- object recognition
- feature selection
- visual languages
- grammar rules
- graph grammars
- posterior probability
- context free grammars
- uncertain data
- semi supervised learning
- model selection
- dimensionality reduction
- natural language
- computer vision
- machine learning