A training-free, single-generation hallucination detector based on HSIC dependence between hidden states of input and output tokens outperforms single-pass baselines and approaches multi-pass accuracy.
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HIDE and Seek: Detecting Hallucinations in Language Models via Decoupled Representations
A training-free, single-generation hallucination detector based on HSIC dependence between hidden states of input and output tokens outperforms single-pass baselines and approaches multi-pass accuracy.