Pairwise Markov Logic.
Daan FierensKristian KerstingJesse DavisJian ChenMartin MladenovPublished in: ILP (2012)
Keyphrases
- markov logic
- pairwise
- web scale
- coreference resolution
- entity resolution
- markov networks
- probabilistic graphical models
- integrating multiple
- inductive logic programming
- first order logic
- markov random field
- higher order
- belief propagation
- semi supervised
- markov logic networks
- similarity measure
- graphical models
- multi class
- conditional random fields
- inference problems
- inference engine
- record linkage
- statistical relational learning
- text understanding
- maximum likelihood
- data sources
- natural language