Mutian Yang

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

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, interpretability, and development. Inspired by dual-system cognitive theory, we propose a cognition attribution framework to dec