CoVeR is a cluster-aware conformal decoding method that claims full-sequence coverage for LLM outputs without the (1-alpha)^L decay of prior conformal beam search.
RICA : Evaluating robust inference capabilities based on commonsense axioms
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CoVeR: Conformal Calibration for Versatile and Reliable Autoregressive Next-Token Prediction
CoVeR is a cluster-aware conformal decoding method that claims full-sequence coverage for LLM outputs without the (1-alpha)^L decay of prior conformal beam search.