TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs.
Siheng XiongYuan YangFaramarz FekriJames Clayton KercePublished in: CoRR (2024)
Keyphrases
- logical rules
- knowledge acquisition
- learning systems
- learning algorithm
- knowledge transfer
- learning process
- prior knowledge
- spatio temporal
- active learning
- background knowledge
- learning tasks
- knowledge representation
- supervised learning
- knowledge management
- relational databases
- knowledge sharing
- learning community
- acquire knowledge
- learned knowledge
- knowledge level
- reinforcement learning
- learning content
- temporal information
- first order logic
- domain knowledge