Inkyu Lee

Controlling and Assessing Appropriate Persona Use in LLM-based Dialogue Generation

In persona-based dialogue generation (PDG), LLMs often overuse persona attributes by incorporating them regardless of dialogue context, resulting in unnatural responses. Despite its practical significance, the underlying causes remain unexplored, with no method to mitigate this problem or metric to assess the appropria...