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Order-Agnostic Cross Entropy (OAXE) for Non-Autoregressive Machine Translation

Note

We based this code heavily on the original code of mask-predict and disco.

Download model

Description Dataset Model
CMLM-OAXE [WMT14 English-German] download (.tar.bz2)
CMLM-OAXE [WMT14 German-English] download (.tar.bz2)
CMLM-OAXE [WMT16 English-Romanian] download (.tar.bz2)
CMLM-OAXE [WMT16 Romanian-English] download (.tar.bz2)
CMLM-OAXE [WMT17 English-Chinese] download (.tar.bz2)
CMLM-OAXE [WMT17 Chinese-English] download (.tar.bz2)

Preprocess

TBD

Train

TBD

Evaluation

TBD

License

Following MASK-PREDICT, our code is also CC-BY-NC 4.0. The license applies to the pre-trained models as well.

Citation

Please cite as:

@inproceedings{Du2021OAXE,
  title = {Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation},
  author = {Cunxiao Du and Zhaopeng Tu and Jing Jiang},
  booktitle = {Proc. of ICML},
  year = {2021},
}

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