Efficient Markov Logic Inference for Natural Language Semantics.
Islam BeltagyRaymond J. MooneyPublished in: AAAI Workshop: Statistical Relational Artificial Intelligence (2014)
Keyphrases
- markov logic
- natural language
- entity resolution
- coreference resolution
- dual decomposition
- first order logic
- inductive logic programming
- markov logic networks
- web scale
- integrating multiple
- markov networks
- inference problems
- probabilistic graphical models
- natural language processing
- machine learning
- semantic analysis
- probabilistic inference
- information extraction
- inference engine
- knowledge representation
- probabilistic model
- question answering