Alleviating Hallucination in Reasoning Tasks with Training-Free Uncertainty-Guided Steering

Litian Liu, Qiqi Hou, Yubing Jian +5

Recent work on hallucination detection in large language models has shown that, for a fixed pre-trained model and reasoning task, it is possible to estimate the model's confidence…