Kana Maruyama

PCGEF: A Framework for Diagnosing Subjective Alignment in Human-Centered Persona-Conditioned Generation

Evaluating LLMs in subjective and expressive domains is challenging, as standard accuracy metrics overlook affect, style, and coherence. We present the Persona-Conditioned Generation Evaluation Framework (PCGEF), which disentangles the effects of persona and continuity controls (via summarization-based memory) across…