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Dhruv Dixit

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#machine learning Preprint Aug 2026

R2VC: Modular Fact-Checking with Retrieval, Verification, and Confidence Calibration

Large language models are increasingly used for automated fact checking, but end-to-end prompting often entangles evidence retrieval, reasoning, and uncertainty estimation, making failures difficult to diagnose and confidence difficult to trust. We present R2VC, a modular retrieve, reason, verify, calibrate architectur...

Dhruv Dixit, Paritosh Pandey · 0 citations