Towards graphical models for text processing.
Charu C. AggarwalPeixiang ZhaoPublished in: Knowl. Inf. Syst. (2013)
Keyphrases
- text processing
- graphical models
- belief propagation
- probabilistic model
- natural language processing
- random variables
- probabilistic graphical models
- information extraction
- probabilistic inference
- map inference
- text mining
- conditional random fields
- bayesian networks
- approximate inference
- markov networks
- structure learning
- belief networks
- exact inference
- machine learning
- conditional independence
- graph structure
- statistical inference
- field of natural language processing
- natural language
- energy function
- database
- chain graphs
- directed acyclic