Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding

Trilok Padhi, Ramneet Kaur, Adam D. Cobb +7

We introduce a novel approach for calibrating uncertainty quantification (UQ) tailored for multi-modal large language models (LLMs). Existing state-of-the-art UQ methods rely on co…