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

arXiv:2609.38962v1 Announce Type: new Abstract: 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 in the correctness of its output