Faster Minimum Bayes Risk Decoding with Confidence-based Pruning

Julius Cheng, Andreas Vlachos

Minimum Bayes risk (MBR) decoding outputs the hypothesis with the highest expected utility over the model distribution for some utility function. It has been shown to improve accur…