Improving Uncertainty Quantification in Large Language Models via Semantic Embeddings

Yashvir S. Grewal, Edwin V. Bonilla, Thang D. Bui

Accurately quantifying uncertainty in large language models (LLMs) is crucial for their reliable deployment, especially in high-stakes applications. Current state-of-the-art method…