552 citations · 1.1k across the 34 of their papers we have counts for
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cs.CL2020
Fully Synthetic Data Improves Neural Machine Translation with Knowledge Distillation
Alham Fikri Aji, Kenneth Heafield
This paper explores augmenting monolingual data for knowledge distillation in neural machine translation. Source language monolingual text can be incorporated as a forward translat…
cs.CL2020★ 67 cited
The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020
Tobias Domhan, Michael Denkowski, David Vilar +3
We present Sockeye 2, a modernized and streamlined version of the Sockeye neural machine translation (NMT) toolkit. New features include a simplified code base through the use of M…
cs.CL2020★ 3 cited
Approaching Neural Chinese Word Segmentation as a Low-Resource Machine Translation Task
Pinzhen Chen, Kenneth Heafield
Chinese word segmentation has entered the deep learning era which greatly reduces the hassle of feature engineering. Recently, some researchers attempted to treat it as character-l…