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News/Hallucination Self-Play: Bootstrapping Reinforced Detector via Evolved Generator
arxiv
PublishedJuly 11, 2026 at 4:00 AM
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Hallucination Self-Play: Bootstrapping Reinforced Detector via Evolved Generator

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arXiv:2607.07993v1 Announce Type: new Abstract: Identifying faithfulness hallucinations in LLM-generated outputs remains challenging due to the scarcity of high-quality annotated data. Recent work relies on advanced LLMs to synthesize training data, including rationales, labels, and hallucinated cla

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