Binwen Liu

Epistemic Stance Flexibility Probing: Measuring Prompt-Conditioned Register Shift in Large Language Models

ESFP, a behavioral benchmark that treats the contrast between externally attributed and self-attributed prompts as the fundamental unit of measurement, is introduced, a behavioral benchmark that measures a model's propensity to adapt its epistemic stance under changing attribution conditions, rather than a general comp...