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Liars' Bench: Evaluating Lie Detectors for Language Models
Liars' Bench evaluates lie detectors across 72,863 LLM lies and finds existing techniques systematically miss certain lie types, especially when transcripts alone are insufficient.
Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026 · ▲ 1 on Hugging Face
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AI panel: 16 of 20 reviewers recommend it
lenient 4/5
medium 8/10
strict 4/5