Yanzhuo Ding

THUMT: An Open Source Toolkit for Neural Machine Translation

2017 · arXiv (Cornell University)

This paper introduces THUMT, an open-source toolkit for neural machine translation (NMT) developed by the Natural Language Processing Group at Tsinghua University. THUMT implements the standard attention-based encoder-decoder framework on top of Theano and supports …

Visualizing and Understanding Neural Machine Translation

2017

While neural machine translation (NMT) has made remarkable progress in recent years, it is hard to interpret its internal workings due to the continuous representations and non-linearity of neural networks. In this work, we propose …