@InProceedings{junczysdowmunt-EtAl:2018:Demos,
  author    = {Junczys-Dowmunt, Marcin  and  Grundkiewicz, Roman  and  Dwojak, Tomasz  and  Hoang, Hieu  and  Heafield, Kenneth  and  Neckermann, Tom  and  Seide, Frank  and  Germann, Ulrich  and  Aji, Alham Fikri  and  Bogoychev, Nikolay  and  Martins, André F. T.  and  Birch, Alexandra},
  title     = {Marian: Fast Neural Machine Translation in C++},
  booktitle = {Proceedings of ACL 2018, System Demonstrations},
  month     = {July},
  year      = {2018},
  address   = {Melbourne, Australia},
  publisher = {Association for Computational Linguistics},
  pages     = {116--121},
  abstract  = {We present Marian, an efficient and self-contained Neural Machine Translation framework with an integrated automatic differentiation engine based on dynamic computation graphs. Marian is written entirely in C++. We describe the design of the encoder-decoder framework and demonstrate that a research-friendly toolkit can achieve high training and translation speed.},
  url       = {http://www.aclweb.org/anthology/P18-4020}
}