Survey-Driven Personas: A New Tool for LLM Research

This research introduces a novel approach to LLM studies by leveraging survey-derived personas, potentially improving the alignment of language models with specific populations. The use of personas for prompt engineering could lead to more nuanced and effective LLM outputs.

• •The paper presents a methodology for constructing persona-based prompts.
• •The research aims to enhance the relevance and effectiveness of LLM outputs.
• •This work provides insights into population-aligned LLM studies.