Zero-shot Logical Query Reasoning on any Knowledge Graph.
Mikhail GalkinJincheng ZhouBruno F. RibeiroJian TangZhaocheng ZhuPublished in: CoRR (2024)
Keyphrases
- knowledge base
- probabilistic knowledge
- knowledge representation
- representing knowledge
- logical rules
- domain knowledge
- inconsistent knowledge
- knowledge acquisition
- general knowledge
- database
- query evaluation
- deductive reasoning
- data sources
- reasoning process
- production rules
- commonsense knowledge
- bipartite graph
- temporal knowledge
- incomplete knowledge
- user queries
- random walk
- logical reasoning
- response time
- weighted graph
- reasoning mechanisms
- reasoning mechanism
- flow graph
- query graph
- probabilistic logic
- graphical representation
- probabilistic reasoning
- graph theory
- range queries
- query expansion
- relevance feedback
- query processing
- data structure
- keywords
- search engine