Cognitive Enhancement: Rethinking the Necessity of Role-Playing for Large Language Models

Xingjie Zhuang, Jialong Tang, Chulun Zhou +5

Role-playing prompting has become a popular yet simple technique for improving LLM reasoning and output quality. However, whether it consistently boosts performance across diverse…