Predicting the Unpredictable: Uncertainty-Aware Reasoning over Temporal Knowledge Graphs via Diffusion Process.
Yuxiang CaiQiao LiuYanglei GanChanglin LiXueyi LiuRun LinDa LuoJiayeYang JiayeYangPublished in: ACL (Findings) (2024)
Keyphrases
- temporal knowledge
- diffusion process
- temporal reasoning
- temporal information
- temporal logic
- temporal constraints
- diffusion processes
- formal representation
- anisotropic diffusion
- first order logic
- impurity atom
- conceptual modeling
- representation language
- qualitative and quantitative
- homogeneous areas
- model checking
- spatial information
- temporal patterns
- information systems
- temporal data
- queue length
- graphical models
- expert systems
- natural language
- decision making