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Language Modeling with Gated Convolutional Networks (Dauphin et al., 2017)

Pre-trained models

Description Dataset Model Test set(s)
Convolutional
(Dauphin et al., 2017)		 Google Billion Words download (.tar.bz2) download (.tar.bz2)
Convolutional
(Dauphin et al., 2017)		 WikiText-103 download (.tar.bz2) download (.tar.bz2)

Example usage

See the language modeling README for instructions on reproducing results for WikiText-103 using the fconv_lm_dauphin_wikitext103 model architecture.

Citation

@inproceedings{dauphin2017language,
  title={Language Modeling with Gated Convolutional Networks},
  author={Dauphin, Yann N and Fan, Angela and Auli, Michael and Grangier, David},
  booktitle={Proceedings of the 34th International Conference on Machine Learning-Volume 70},
  pages={933--941},
  year={2017},
  organization={JMLR}
}