MAPLE: A Multi-Axis Parametric Knowledge Extraction Lens for LLM Evaluation

Minsuh Joo, Youna Kim, Choonghyun Park +2

LLMs absorb vast knowledge from training data, yet their inherently probabilistic nature offers no guarantee that this knowledge will surface in their outputs. To bridge this gap,…