Training-free Truthfulness Detection via Sparse MLP Value Vectors

Runheng Liu, Heyan Huang, Xingchen Xiao +2

Large language models (LLMs) are prone to generating factually incorrect content, motivating methods for assessing truthfulness from internal model signals. While supervised probin…