343 citations · 894 across the 51 of their papers we have counts for
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cs.NE2016
Word Representation Models for Morphologically Rich Languages in Neural Machine Translation
Ekaterina Vylomova, Trevor Cohn, Xuanli He +1
Dealing with the complex word forms in morphologically rich languages is an open problem in language processing, and is particularly important in translation. In contrast to most m…
cs.NE2015★ 53 cited
Depth-Gated LSTM
Kaisheng Yao, Trevor Cohn, Katerina Vylomova +2
In this short note, we present an extension of long short-term memory (LSTM) neural networks to using a depth gate to connect memory cells of adjacent layers. Doing so introduces a…