Xiao, S., Liu, S., Zhou, W., Wu, J., He, X., Lin, Z., & Xie, Q. (2026). When Does Persona Prompting Actually Help? A Retrieval and Metric Analysis of Expert Role Injection in LLMs.
Chicago Style (17th ed.) CitationXiao, Shuai, Su Liu, Weikai Zhou, Jialun Wu, Xinjie He, Zhiyuan Lin, and Qiyang Xie. When Does Persona Prompting Actually Help? A Retrieval and Metric Analysis of Expert Role Injection in LLMs. 2026.
MLA (9th ed.) CitationXiao, Shuai, et al. When Does Persona Prompting Actually Help? A Retrieval and Metric Analysis of Expert Role Injection in LLMs. 2026.
Warning: These citations may not always be 100% accurate.