Xiaohua Liu

Modeling Coverage for Neural Machine Translation

2016 · arXiv (Cornell University)

Attention mechanism has enhanced state-of-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, …