Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models.
Zifeng DingHeling CaiJingpei WuYunpu MaRuotong LiaoBo XiongVolker TrespPublished in: CoRR (2023)
Keyphrases
- language model
- relational learning
- temporal knowledge
- inductive logic programming
- temporal reasoning
- relational data
- first order logic
- temporal logic
- temporal information
- information extraction
- temporal constraints
- information retrieval
- probabilistic model
- test collection
- formal representation
- learning problems
- phase transition
- background knowledge
- machine learning
- gaussian processes
- search space
- expert systems
- np complete
- database systems
- high level
- knowledge discovery