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Priyanshi Jain

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06:16
2026-08-05
pub.towardsai.net
large-language-models

Your Hallucination Benchmark Is Measuring Your Detector

A study labeling 7,440 answers from four open-weight LLMs found that more than half of the hallucination labels were incorrect, and correcting them reordered the results. The author, Priyanshi Jain, r…

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Phi-4-mini 1 Mistral-7B-Instruct-v0.3 1 Qwen2.5-7B-Instruct 1 Llama-3.1-8B-Instruct 1 DeBERTa-large-MNLI 1 HotpotQA 1 TruthfulQA 1
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