Differentiable Reasoning on Large Knowledge Bases and Natural Language.
Pasquale MinerviniMatko BosnjakTim RocktäschelSebastian RiedelEdward GrefenstettePublished in: AAAI (2020)
Keyphrases
- knowledge base
- knowledge representation
- natural language
- knowledge representation systems
- reasoning process
- description logics
- knowledge based systems
- expert systems
- knowledge acquisition
- automated reasoning
- natural language interface
- inference engine
- natural language processing
- question answering
- language processing
- representing knowledge
- semantic analysis
- abductive logic programming
- knowledge representation and reasoning
- production rules
- logical formulas
- reasoning engine
- objective function
- reasoning mechanisms
- deductive reasoning
- open world
- probabilistic reasoning
- machine learning
- artificial intelligence
- information retrieval
- natural language understanding
- semantic interpretation
- reasoning tasks
- qualitative reasoning
- spatial reasoning
- meta knowledge
- background knowledge
- loss function
- semantic web
- logic programming