Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts.
Ran SongShizhu HeSuncong ZhengShengxiang GaoKang LiuZhengtao YuJun ZhaoPublished in: COLING (2022)
Keyphrases
- relational learning
- inductive logic programming
- bounded treewidth
- knowledge base
- background knowledge
- domain knowledge
- relational information
- knowledge representation
- relational data
- semantic information
- random walk
- statistical relational learning
- first order logic
- information extraction
- np complete
- training set
- expert systems
- phase transition
- information retrieval
- machine learning
- structured data
- probabilistic model
- prior knowledge
- learning problems
- gaussian processes
- natural language
- metadata
- social networks