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Scalable Token-Level Hallucination Detection in Large Language Models
TokenHD trains token-level hallucination detectors via scalable synthetic data and importance weighting, with small models outperforming larger reasoning models and scaling consistently.
Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 1/5