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Relational Linearity is a Predictor of Hallucinations

Lu, Yuetian et al.
arXiv (All) · Papers
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artificial-intelligencecomputation-and-language
Hallucination is a central failure mode of language models (LMs). We focus on hallucinations in response to questions like: "Which instrument did Glenn Gould play?", but we ask these questions for synthetic entities designed to be unknown to the model. We find that LMs like Gemma-7B-IT frequently ha
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