On the Semantic Relationship between Probabilistic Soft Logic and Markov Logic.
Joohyung LeeYi WangPublished in: CoRR (2016)
Keyphrases
- markov logic
- probabilistic logic
- statistical relational learning
- markov logic networks
- first order logic
- entity resolution
- markov networks
- probabilistic model
- probabilistic graphical models
- integrating multiple
- coreference resolution
- inductive logic programming
- bayesian networks
- probabilistic reasoning
- probability theory
- web scale
- graphical models
- domain specific
- statistical models
- generative model
- semantic similarity
- semantic information
- conditional probabilities
- logic programming
- semantic features
- posterior probability
- default reasoning
- inference engine
- maximum likelihood
- semantic network
- markov random field
- inference problems
- knowledge base