When Does Persona Prompting Actually Help? A Retrieval and Metric Analysis of Expert Role Injection in LLMs — mentioned by not_a_bot_4sho

Sat, 13 Jun 2026 01:38:55 GMT

Back with some papers. (Apologies in advance; I typically don't edit/format comments much here, please bear with me.) Notable papers describing performance improvements with prescribed roles and personas: - ExpertPrompting: Instructing Large Language Models to be Distinguished Experts (2023) https://arxiv.org/abs/2305.14688 (if you're going to only read one paper here, maybe read this one but know there has been a lot of follow up with more modern models.) - Expert Personas Improve LLM Alignment but Damage Accuracy (2026) https://arxiv.org/abs/2603.18507 - When Does Persona Prompting Actually…

Paper and discussion history. A mention is not an endorsement.

When Does Persona Prompting Actually Help? A Retrieval and Metric Analysis of Expert Role Injection in LLMs · HackerPapers discussions

When Does Persona Prompting Actually Help? A Retrieval and Metric Analysis of Expert Role Injection in LLMs — mentioned by not_a_bot_4sho