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A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs
13 May 2025
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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"A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs"
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