Modeling Coverage for Neural Machine Translation
Modeling Coverage for Neural Machine Translation
Attention mechanism has enhanced stateof-the-art Neural Machine Translation (NMT) by jointly learning to align and translate.It tends to ignore past alignment information, however, which often leads to over-translation and under-translation.To address this problem, we propose coverage-based NMT in this paper.We maintain a coverage vector to keep track of the attention …