akaranikolos's repositories
Sentence-VAE
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
TextBox
TextBox is an open-source library for building text generation system.
controlled-text-generation
Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"
seq3
Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"
Copycat-abstractive-opinion-summarizer
ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation
VAE-CVAE-MNIST
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
PPLM
Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
summary_loop
Codebase for the Summary Loop paper at ACL2020
uctf
Unsupervised Controllable Text Generation (Applied to text Formalization)
neural-summ-cnndm-pytorch
Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail
SeqGAN-PyTorch
A implementation of SeqGAN in PyTorch, following the implementation in tensorflow.
toward-controlled-generation-of-text-pytorch
A PyTorch Implementation of "Toward Controlled Generation of Text"