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controlled-text-generation

Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"

copycat-abstractive-opinion-summarizer

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

neural-summ-cnndm-pytorch

Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail

pplm

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

sentence-vae

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

seq3

Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"

seqgan-pytorch

A implementation of SeqGAN in PyTorch, following the implementation in tensorflow.

summ-vae

summary_loop

Codebase for the Summary Loop paper at ACL2020

text-autoencoders

textbox

TextBox is an open-source library for building text generation system.

toward-controlled-generation-of-text-pytorch

A PyTorch Implementation of "Toward Controlled Generation of Text"

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

uctf

Unsupervised Controllable Text Generation (Applied to text Formalization)

vae-cvae-mnist

Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch