首页|A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs

A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs

Artem Shelmanov Ekaterina Fadeeva Akim Tsvigun Ivan Tsvigun Zhuohan Xie Igor Kiselev Nico Daheim Caiqi Zhang Artem Vazhentsev Mrinmaya Sachan Preslav Nakov Timothy Baldwin

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Arxiv

A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs

Artem Shelmanov Ekaterina Fadeeva Akim Tsvigun Ivan Tsvigun Zhuohan Xie Igor Kiselev Nico Daheim Caiqi Zhang Artem Vazhentsev Mrinmaya Sachan Preslav Nakov Timothy Baldwin

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Artem Shelmanov,Ekaterina Fadeeva,Akim Tsvigun,Ivan Tsvigun,Zhuohan Xie,Igor Kiselev,Nico Daheim,Caiqi Zhang,Artem Vazhentsev,Mrinmaya Sachan,Preslav Nakov,Timothy Baldwin.A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs[EB/OL].(2025-05-12)[2025-12-13].https://arxiv.org/abs/2505.08200.

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计算技术、计算机技术

首发时间： 2025-05-12

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A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs

A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs

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