Hiroyuki Deguchi

mbrs: A Library for Minimum Bayes Risk Decoding

2024 · arXiv (Cornell University)

Minimum Bayes risk (MBR) decoding is a decision rule of text generation tasks that outperforms conventional maximum a posterior (MAP) decoding using beam search by selecting high-quality outputs based on a utility function rather than …