preprint

Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs

In this work, we introduce the Learnable Response Scoring Function (LARS) for Uncertainty Estimation (UE) in generative Large Language …

Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates, Anil Ramakrishna, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr