most citedSemantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs

4 citations · 4 across the 1 of their papers we have counts for

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cs.CL2024★ 4 cited

Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs

Jannik Kossen, Jiatong Han, Muhammed Razzak +3

We propose semantic entropy probes (SEPs), a cheap and reliable method for uncertainty quantification in Large Language Models (LLMs). Hallucinations, which are plausible-sounding…