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Natural Language Generation

Here is my PyTorch implementation of "Unsupervised Natural Language Generation with Denoising Autoencoders" (on arXiv here).

Natural Language Generation with a denoising autoencoder

NLG_Autoencoder

An implementation of "Unsupervised Natural Language Generation with Denoising Autoencoders" by Markus Freitag and Scott Roy in PyTorch. This model trains a denoising autoencoder with a bidirectional LSTM network to generate natural sounding language.

Still a work in progress, but it's able to train successfully.

e6322efede16f13937227bff98ebe5a18695706c

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Natural Language Generation with a denoising autoencoder

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