Weidong Lin

BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models

Predictive models often need to work with incomplete information in real-world tasks. Consequently, they must provide reliable probability or confidence estimation, especially in large-scale decision-making and planning tasks. Current large language models (LLMs) are insufficient for accurate estima…