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News/Why Fine-Tuning Encourages Hallucinations and How to Fix It
arxiv
PublishedSeptember 2, 2026 at 4:00 AM
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Why Fine-Tuning Encourages Hallucinations and How to Fix It

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arXiv:2604.15574v2 Announce Type: replace-cross Abstract: Large language models are prone to hallucinating factually incorrect statements. A key source of these errors is exposure to new factual information through supervised fine-tuning (SFT), which can increase hallucinations w.r.t.~knowledge acqu

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