Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning.
Xuelu ChenMichael BoratkoMuhao ChenShib Sankar DasguptaXiang Lorraine LiAndrew McCallumPublished in: NAACL-HLT (2021)
Keyphrases
- uncertain knowledge
- probabilistic knowledge
- bayesian networks
- probabilistic logic
- knowledge representation
- diagnostic reasoning
- probabilistic reasoning
- possibilistic logic
- graph theory
- inference rules
- logic programming
- formal model
- probabilistic model
- directed graph
- maximum entropy
- conditional probabilities
- default reasoning
- reasoning problems
- propositional logic
- directed acyclic graph
- reasoning systems
- artificial intelligence
- probability distribution
- description logics
- automated reasoning
- probability theory
- machine learning
- probabilistic inference
- belief networks