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Constitutional AI & AI Ethics (1)Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

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Sungmin Kang (1)Y. Bakman (1)D. Yaldiz (1)A. Avestimehr (1)

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Oct 14, 2025

Sungmin Kang +4Oct 14, 2025

Uncertainty Quantification for Hallucination Detection in Large Language Models: Foundations, Methodology, and Future Directions

Quantifying uncertainty in LLMs offers a promising path to detecting and mitigating hallucinations, but current methods still face significant limitations.

Sungmin Kang, Y. Bakman, D. Yaldiz +2

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Natural Language Processing

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