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20232026
most citedDetecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score

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cs.AI2026

Zero-source LLM Hallucination Detection with Human-like Criteria Probing

Jiahao Yang, Shuhai Zhang, Hailong Kang +3

Large language models (LLMs) often hallucinate by generating factually incorrect or unfaithful content, posing significant risks to their safe use. Detecting such hallucinations is…