Marian:基于C++的快速神经机器翻译框架
计算与语言
2018-04-05 v3
摘要
我们提出Marian,一个高效且自包含的神经机器翻译框架,其具有基于动态计算图的集成自动微分引擎。Marian完全用C++编写。我们描述了编码器-解码器框架的设计,并证明一个研究友好的工具包可以实现高的训练和翻译速度。
引用
@article{arxiv.1804.00344,
title = {Marian: Fast Neural Machine Translation in C++},
author = {Marcin Junczys-Dowmunt and Roman Grundkiewicz and Tomasz Dwojak and Hieu Hoang and Kenneth Heafield and Tom Neckermann and Frank Seide and Ulrich Germann and Alham Fikri Aji and Nikolay Bogoychev and André F. T. Martins and Alexandra Birch},
journal= {arXiv preprint arXiv:1804.00344},
year = {2018}
}
备注
Demonstration paper