Challenge LLMs to Reason About Reasoning: A Benchmark to Unveil Cognitive Depth in LLMs.
Zhongshen ZengPengguang ChenHaiyun JiangJiaya JiaPublished in: CoRR (2023)
Keyphrases
- cognitive abilities
- depth map
- cognitive architectures
- cognitive science
- depth information
- comparative analysis
- information processing
- cognitive agents
- knowledge base
- human level intelligence
- cognitive processing
- model based reasoning
- human cognition
- meta level
- qualitative and quantitative
- decision making
- reasoning process
- legal reasoning
- reasoning systems
- automated reasoning
- analogical reasoning
- spatial reasoning
- multiple representations
- probabilistic reasoning
- meta cognitive
- computational model
- logical reasoning