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Divya Kumari

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#artificial intelligence Preprint Nov 2026

When Ground Truth Is Not Ground Truth: Automatic Labeling for Hallucination Detection

Hallucinations in Large Language Models (LLMs) remain a major challenge, as they can produce misleading, factually incorrect, or unverifiable information, thereby undermining their trustworthiness and reliability. However, reliable ground-truth labels remain a key challenge in evaluating hallucination detectors. Recent...

Rounak Sen, Divya Kumari, Deeksha Varshney · 0 citations

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