Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings.
Peng WangXin XieXiaohan WangNinyu ZhangPublished in: NLPCC (1) (2023)
Keyphrases
- nearest neighbor
- knowledge base
- knowledge representation
- knn
- reasoning process
- k nearest neighbor
- production rules
- general knowledge
- domain knowledge
- commonsense knowledge
- expert systems
- knowledge sharing
- reasoning mechanisms
- high dimensional data
- knowledge acquisition
- prior knowledge
- knowledge management
- reasoning mechanism
- graph structure
- graph representation
- temporal knowledge
- knowledge based systems
- deductive reasoning
- case based reasoning
- high dimensional
- neural network
- human reasoning
- reasoning engine
- incomplete knowledge
- inconsistent knowledge
- model based reasoning
- uncertain information
- weighted graph
- structured data
- random walk
- low dimensional
- dimensionality reduction
- feature extraction