Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding.
Linhai ZhangDeyu ZhouPublished in: COLING (2022)
Keyphrases
- gaussian process
- temporal knowledge
- gaussian processes
- temporal reasoning
- latent space
- regression model
- temporal information
- gaussian process regression
- model selection
- bayesian framework
- latent variables
- formal representation
- semi supervised
- temporal constraints
- temporal logic
- hyperparameters
- representation language
- conceptual modeling
- first order logic
- generative model
- qualitative and quantitative
- graph cuts
- machine learning