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Pratuat Amatya

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#artificial intelligence Preprint Aug 2026

Calibrating Small Language Models for Claim Check-Worthiness Detection

N-PPI is proposed, a pointwise extension of Prediction-Powered Inference that calibrates model predictions at inference time as a lightweight post-hoc layer, without re-training the underlying model, to make accurate check-worthiness detection substantially cheaper to operate at scale.

Pratuat Amatya, Venktesh Viswanathan, Vinay Setty · 0 citations