Jointly Identifying Entities and Extracting Relations in Encyclopedia Text via A Graphical Model Approach.
Xiaofeng YuWai LamPublished in: COLING (Posters) (2010)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- random variables
- probabilistic inference
- probabilistic graphical models
- approximate inference
- conditional random fields
- factor graphs
- relational models
- map inference
- markov networks
- text mining
- bayesian networks
- belief networks
- conditional independence
- exact inference
- structure learning
- named entities
- text documents
- gaussian graphical models
- information retrieval
- graph structure
- efficient inference algorithms
- conditional dependencies
- nonparametric belief propagation
- message passing
- graph cuts
- three dimensional