Felix: Scaling Inference for Markov Logic with an Operator-based Approach
Feng NiuCe ZhangChristopher RéJude W. ShavlikPublished in: CoRR (2011)
Keyphrases
- markov logic
- entity resolution
- web scale
- probabilistic graphical models
- coreference resolution
- integrating multiple
- inductive logic programming
- dual decomposition
- markov logic networks
- markov networks
- first order logic
- statistical relational learning
- inference engine
- inference problems
- text understanding
- bayesian inference
- graph cuts
- logic programs
- natural language processing
- information extraction
- probability distribution
- hidden markov models