Using Markov Logic to Refine an Automatically Extracted Knowledge Base.
Shangpu JiangDaniel LowdDejing DouPublished in: StarAI@UAI (2012)
Keyphrases
- automatically extracted
- markov logic
- knowledge base
- inference engine
- web scale
- entity resolution
- probabilistic graphical models
- inductive logic programming
- first order logic
- integrating multiple
- coreference resolution
- markov networks
- expert systems
- knowledge representation
- statistical relational learning
- markov logic networks
- knowledge based systems
- background knowledge
- logic programming
- text understanding
- inference problems
- graphical models
- rule base
- semantic information
- wordnet
- record linkage
- relational data
- natural language processing
- information extraction
- belief propagation