Whose Personae? Synthetic Persona Experiments in LLM Research and Pathways to Transparency

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization2024 · 4 citations
2. 2All too perfect: bias and aspiration in persona generation with LLMs2026
3. 3Concerns on Bias in Large Language Models when Creating Synthetic Personae2024
4. 4Explicit and Implicit Large Language Model Personas Generate Opinions but Fail to Replicate Deeper Perceptions and Biases2024
5. 5Quantifying the Persona Effect in LLM Simulations2024 · 5 citations