zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models.
Zifeng DingHeling CaiJingpei WuYunpu MaRuotong LiaoBo XiongVolker TrespPublished in: NAACL-HLT (2024)
Keyphrases
- language model
- relational learning
- temporal knowledge
- inductive logic programming
- relational data
- temporal reasoning
- temporal information
- temporal logic
- information extraction
- first order logic
- information retrieval
- formal representation
- probabilistic model
- temporal constraints
- phase transition
- learning problems
- gaussian processes
- test collection
- relational databases
- knowledge representation
- model checking
- video sequences
- knowledge discovery
- database
- machine learning
- spatial information
- data mining