fairseq/examples/conv_seq2seq/README.md

Convolutional Sequence to Sequence Learning (Gehring et al., 2017)

Pre-trained models

Description	Dataset	Model	Test set(s)
Convolutional (Gehring et al., 2017)	WMT14 English-French	download (.tar.bz2)	newstest2014: download (.tar.bz2) newstest2012/2013: download (.tar.bz2)
Convolutional (Gehring et al., 2017)	WMT14 English-German	download (.tar.bz2)	newstest2014: download (.tar.bz2)
Convolutional (Gehring et al., 2017)	WMT17 English-German	download (.tar.bz2)	newstest2014: download (.tar.bz2)

Example usage

See the translation README for instructions on reproducing results for WMT'14 En-De and WMT'14 En-Fr using the fconv_wmt_en_de and fconv_wmt_en_fr model architectures.

Citation

@inproceedings{gehring2017convs2s,
  title = {Convolutional Sequence to Sequence Learning},
  author = {Gehring, Jonas, and Auli, Michael and Grangier, David and Yarats, Denis and Dauphin, Yann N},
  booktitle = {Proc. of ICML},
  year = 2017,
}