Neural Machine Translation
Computation and Language
2017-09-25 v1
Abstract
Draft of textbook chapter on neural machine translation. a comprehensive treatment of the topic, ranging from introduction to neural networks, computation graphs, description of the currently dominant attentional sequence-to-sequence model, recent refinements, alternative architectures and challenges. Written as chapter for the textbook Statistical Machine Translation. Used in the JHU Fall 2017 class on machine translation.
Cite
@article{arxiv.1709.07809,
title = {Neural Machine Translation},
author = {Philipp Koehn},
journal= {arXiv preprint arXiv:1709.07809},
year = {2017}
}
Comments
100+ pages