Qingyue Yuan

Large Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens

Previous research has primarily focused on the cognitive error detection capabilities of Large Language Models (LLMs), often prompting them to analyze mistakes in reasoning chains. However, few studies have examined the meta-cognitive abilities of LLMs (e.g., their self-awareness of step errors), wh