Towards CausalGPT: A Multi-Agent Approach for Faithful Knowledge Reasoning via Promoting Causal Consistency in LLMs.
Ziyi TangRuilin WangWeixing ChenKeze WangYang LiuTianshui ChenLiang LinPublished in: CoRR (2023)
Keyphrases
- multi agent
- knowledge base
- causal knowledge
- knowledge representation
- incomplete knowledge
- reasoning process
- consistency checking
- expert systems
- probabilistic knowledge
- representing knowledge
- general knowledge
- cognitive agents
- formal models
- reasoning mechanism
- qualitative models
- knowledge processing
- domain knowledge
- artificial intelligence
- multiple agents
- causal networks
- knowledge sharing
- reasoning mechanisms
- commonsense knowledge
- knowledge management
- knowledge acquisition
- data mining techniques
- deductive reasoning
- reasoning processes
- multi agent systems
- temporal knowledge
- qualitative simulation
- causal reasoning
- knowledge structures
- knowledge sources
- autonomous agents
- domain experts
- intelligent agents
- knowledge based systems