Differentiable learning of numerical rules in knowledge graphs.
Po-Wei WangDaria StepanovaCsaba DomokosJ. Zico KolterPublished in: ICLR (2020)
Keyphrases
- knowledge acquisition
- learning systems
- background knowledge
- learning process
- prior knowledge
- learned knowledge
- procedural knowledge
- knowledge transfer
- learning algorithm
- human experts
- prior domain knowledge
- effective learning
- learning mechanism
- domain experts
- domain knowledge
- learning rules
- acquire knowledge
- logical rules
- knowledge base
- graph matching
- learning tasks
- explanation based learning
- subject matter
- objective function
- reinforcement learning