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arxiv_llm_reliability · Oct 27, 2026 · paper

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Decision Models as Judges for Hallucination Detection

arxiv.orgOct 27, 2026
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In brief

Large language models are widely used as judges of model outputs (LLM-as-a-Judge), but they are costly and can hallucinate or be overconfident. Decision models are a potential alternative. They return a predefined ver...

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Decision Models as Judges for Hallucination Detection

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