Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers.
Chanyoung ChungJaejun LeeJoyce Jiyoung WhangPublished in: KDD (2023)
Keyphrases
- learning systems
- prior knowledge
- knowledge base
- background knowledge
- knowledge acquisition
- online learning
- representing knowledge
- learned knowledge
- learning tasks
- learning algorithm
- knowledge transfer
- knowledge management
- knowledge representation
- learning process
- relational databases
- reinforcement learning
- data mining
- domain knowledge
- expert systems
- relational learning
- probabilistic relational models
- supervised learning
- representational power
- previously learned
- multiple representations
- bayesian networks
- formal representation
- effective learning
- knowledge discovery