ZhenYangIACAS / Nmt_gan
Licence: apache-2.0
generative adversarial nets for neural machine translation
Stars: ✭ 110
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python
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What I Have Read
Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers
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NMT_GAN
This is an open source implementation of our framework to improve NMT with conditional sequence generative adversarial nets.which is described in the following papers:
Yang, Z., Chen, W., Wang, F., & Xu, B. Improving neural machine translation with conditional sequence generative adversarial nets. (NAACL 2018)
Requirements: Tensorflow 1.2.0, python 2.x
Useage:
pre-train the discriminator by: sh discriminator_pretrain.sh
pre-train the generator by: sh train.sh
generate the samples by: sh generate_sample.sh
run the gan training by: sh gan_train.sh
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