MTPapers

Must-read papers and related resources on Neural Machine Translation (NMT).

uggestions about fixing errors or adding papers, repositories and other resources are welcomed!

值得一读的神经网络机器翻译论文与相关资源集合

欢迎修正错误以及新增论文、代码仓库与其他资源等建议！

Papers

• Accelerating Neural Transformer via an Average Attention Network (ACL 2018) [paper][code] - AAN

Toolkits & Frameworks

• Marian - Fast NMT Framework in C++
• Neutron - A PyTorch Implementation of the Transformer Translation Models
• NiuTrans - A statistical machine translation toolkits
• OpenNMT - Open Source Neuram Machine Translation System
  • PyTorch Version
  • TensorFlow Version
• subword-nmt - Providing subword segmentation toolkits for NMT
• THUMT
  • PyTorch Version
• Translate - A NMT Library relies on fairseq

Other resources

• THUNLP-MT/MTPapers