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NA-NMT

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Commits

List of commits on branch master.
Unverified
4054d606bf511e98aec82bc030034fa67dccc5f1

several fatal bugs reported in transformer-beamsearch

MMultiPath committed 7 years ago
Unverified
10817c2c7df5f05349def878d41204944d9d0581

clean the training algorithm to ez_train

committed 7 years ago
Unverified
476a88b7a3d780c209084611ac5101fae864eab8

fix a bit

committed 7 years ago
Unverified
d051c57377fc294702a9354ce59d524fce433e5f

remove the option of orderless in the decoder

MMultiPath committed 7 years ago
Unverified
eeeaba86b9d2984a2b9bd352f76443fd5ec1baa3

do not delete too many

MMultiPath committed 7 years ago
Unverified
2f5ff18f8d6ae9ed25d68684cfe523d6c0b64ba4

fix the script

MMultiPath committed 7 years ago

README

The README file for this repository.

Non-autoregressive Neural Machine Translation

PyTorch implementation of the "Non-Autoregressive Transformer (NAT)" model described in https://arxiv.org/abs/1711.02281

Requirements: Python 3.6

pytorch > 0.2

torchtext:

open tools/text and run python setup.py install

open tools/revtok and run python setup.py install

pip install translate-toolkit

pip install tqdm

TODO

Add more description about data processing/training/testing The torchtext requirements can be removed if possible.