Ishita Agarwal

Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs

Previous approaches to persona simulation large language models (LLMs) have typically relied on learning basic biographical information, or using limited role-play dialogue datasets to capture a character’s responses. However, a holistic representation of an individual goes beyond surface-level fact…