UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference.
Kewei ChengZiqing YangMing ZhangYizhou SunPublished in: EMNLP (1) (2021)
Keyphrases
- deductive reasoning
- knowledge base
- production rules
- knowledge representation
- representing knowledge
- domain knowledge
- hypothetical reasoning
- reasoning process
- inference engine
- probabilistic reasoning
- commonsense knowledge
- reasoning mechanism
- inference process
- probabilistic inference
- possibilistic networks
- expert systems
- structured data
- knowledge management
- logical inference
- reasoning mechanisms
- background knowledge
- logical rules
- knowledge acquisition
- knowledge based systems
- general knowledge
- inference mechanism
- temporal knowledge
- data mining techniques
- formal models
- domain experts
- data mining