Boxuan Lyu

Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation

Maximum a posteriori decoding, a commonly used method for neural machine translation (NMT), aims to maximize the estimated posterior probability. However, high estimated probability does not always lead to high translation quality. Minimum Bayes Risk (MBR) decoding offers an alternative by seeking h…