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Achref Doula, Max Mühlhäuser

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Auditing Conformal Prediction for Language Models Under Inference-Time Model Shift

Year: 2026 • Source: arxiv.org • Listed PDF

Conformal prediction (CP) for language models is typically evaluated under a matched protocol, in which calibration and deployment use the same post-training inference configuration, such as quantization mode and inferen...