Collective Information Extraction with Relational Markov Networks.
Razvan C. BunescuRaymond J. MooneyPublished in: ACL (2004)
Keyphrases
- markov networks
- collective classification
- information extraction
- relational learning
- statistical relational learning
- conditional random fields
- graphical models
- inductive logic programming
- relational data
- first order logic
- maximum likelihood
- relational dependency networks
- probabilistic graphical models
- belief propagation
- bayesian inference
- bayesian networks
- entity resolution
- structure learning
- markov logic networks
- link prediction
- natural language processing
- hidden variables
- markov logic
- probabilistic model
- markov random field
- posterior probability
- information retrieval
- relational databases
- document classification
- text mining
- random variables
- named entities
- conditional probabilities
- background knowledge
- structured data
- prior information
- stereo matching