Differentiable Reasoning on Large Knowledge Bases and Natural Language.
Pasquale MinerviniMatko BosnjakTim RocktäschelSebastian RiedelEdward GrefenstettePublished in: CoRR (2019)
Keyphrases
- knowledge base
- knowledge representation
- natural language
- knowledge representation systems
- reasoning process
- inference engine
- description logics
- knowledge acquisition
- objective function
- machine learning
- expert systems
- reasoning engine
- natural language processing
- automated reasoning
- production rules
- logic programming
- knowledge based systems
- representing knowledge
- natural language interface
- spatial reasoning
- language processing
- natural language understanding
- reasoning systems
- reasoning mechanisms
- logical formulas
- deductive reasoning
- background knowledge
- wordnet
- natural language generation
- formal representation
- semantic interpretation
- knowledge representation and reasoning
- language understanding
- abductive logic programming
- legal reasoning
- qualitative reasoning
- conceptual graphs
- semantic analysis
- knowledge structures
- rule base
- knowledge sources
- first order logic
- question answering