Stochastic models for semantic parsing, multi-faceted topic discovery, and causal event inference: Perspectives from natural language processing.
Roxana GirjuPublished in: ICCV Workshops (2011)
Keyphrases
- multi faceted
- semantic parsing
- stochastic models
- topic discovery
- natural language processing
- text analysis
- semantic role labeling
- stochastic model
- stochastic processes
- question answering
- dependency parsing
- bayesian networks
- topic models
- latent dirichlet allocation
- text mining
- semantic roles
- word sense disambiguation
- text classification
- information extraction
- natural language
- named entity recognition
- bayesian inference
- random fields
- dynamic bayesian networks
- wordnet
- machine learning
- news stories
- probabilistic inference
- statistical machine translation
- probability distribution
- hidden markov models
- belief networks