Towards Reliable Truth-Aligned Uncertainty Estimation in Large Language Models

This research addresses the instability of uncertainty estimation in LLMs by introducing Truth AnChoring (TAC), a method to align metrics with factual correc...

Level: advanced

By Ponhvoan Srey, Quang Minh Nguyen, Xiaobao Wu, Anh Tuan Luu

Category: research