GRADE: Probing Knowledge Gaps in LLMs through Gradient Subspace Dynamics

Yujing Wang, Yuanbang Liang, Yukun Lai +2

Detecting whether a model's internal knowledge is sufficient to correctly answer a given question is a fundamental challenge in deploying responsible LLMs. In addition to verbalisi…