DisAAD

New method estimates black-box LLM uncertainty with lightweight proxy model

Researchers have developed a new method called Distribution-Aligned Adversarial Distillation (DisAAD) to estimate the uncertainty of black-box Large Language Models (LLMs). This technique uses a generation-discriminatio…