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tensorflow / nmt

TensorFlow Neural Machine Translation Tutorial
Apache License 2.0
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Is this repo deprecated? #465

Open nashid opened 4 years ago

nashid commented 4 years ago

There is no activity in this repo.

What would be better resource for building NMT models?

mommi84 commented 4 years ago

Perhaps this tutorial: https://www.tensorflow.org/tutorials/text/nmt_with_attention

luozhouyang commented 4 years ago

This implementation is too old. You can implement NMT with tf 2.0 easily. As @mommi84 mentioned, nmt_with_attention is an excellent tutorial.

If you want a Transformer model, you can find it in my repo: transformers-keras

nashid commented 4 years ago

Thanks @luozhouyang.

I will definitely have a look at the nmt_with_attention tutorial.

Actually, at first I was thinking to use the model from that tutorial. However, I was not sure how that will trade as this repo seems to be authoritative and many scientific publications have cited this repo.

If you have any pointer related to this, do let me know.

I will look into the tutorial and would a comparison.

mommi84 commented 4 years ago

You're welcome, @nashid. 😅

I think the reason this repo seems authoritative is simply that it had been pioneering in the sequence-to-sequence era. It could be that today the accuracy you obtain will be higher than the new models', but likely not in the long term once tf 2.0 reaches the plateau of productivity.