168 citations · 293 across the 10 of their papers we have counts for
4 papers · 1 filter
Temporal Attention Model for Neural Machine Translation
Baskaran Sankaran, Haitao Mi, Yaser Al-Onaizan +1
Attention-based Neural Machine Translation (NMT) models suffer from attention deficiency issues as has been observed in recent research. We propose a novel mechanism to address som…
Supervised Attentions for Neural Machine Translation
Haitao Mi, Zhiguo Wang, Abe Ittycheriah
In this paper, we improve the attention or alignment accuracy of neural machine translation by utilizing the alignments of training sentence pairs. We simply compute the distance b…
Vocabulary Manipulation for Neural Machine Translation
Haitao Mi, Zhiguo Wang, Abe Ittycheriah
In order to capture rich language phenomena, neural machine translation models have to use a large vocabulary size, which requires high computing time and large memory usage. In th…
Coverage Embedding Models for Neural Machine Translation
Haitao Mi, Baskaran Sankaran, Zhiguo Wang +1
In this paper, we enhance the attention-based neural machine translation (NMT) by adding explicit coverage embedding models to alleviate issues of repeating and dropping translatio…