Training-Free Uncertainty Estimation for Embedding Models

Young-Jin Park, Hao Wang, Addison Kristanto Julistiono +2

Embedding models, often obtained via self-supervised learning, extract general-purpose representations from data. Quantifying the reliability of these representations is crucial, a…