Decoupling Knowledge and Reasoning in LLMs: An Exploration Using Cognitive Dual-System Theory

Mutian Yang, Jiandong Gao, Ji Wu

While large language models (LLMs) leverage both knowledge and reasoning during inference, the capacity to distinguish between them plays a pivotal role in model analysis, interpre…