ZiJianZhao / SeqGAN-PyTorch
A implementation of SeqGAN in PyTorch, following the implementation in tensorflow.
☆261Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for SeqGAN-PyTorch
- A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)☆642Updated 6 years ago
- Implementation of Sequence Generative Adversarial Nets with Policy Gradient in PyTorch☆52Updated 4 years ago
- PyTorch implementation of batched bi-RNN encoder and attention-decoder.☆279Updated 5 years ago
- PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349☆587Updated 3 months ago
- Recurrent Variational Autoencoder that generates sequential data implemented with pytorch☆357Updated 7 years ago
- Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"☆242Updated 5 years ago
- ☆70Updated last year
- Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun☆400Updated 4 years ago
- Source Code for DialogWAE: Multimodal Response Generation with Conditional Wasserstein Autoencoder (https://arxiv.org/abs/1805.12352)☆125Updated 6 years ago
- Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch☆690Updated 3 years ago
- Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"☆578Updated 5 years ago
- Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text (EMNLP2018)☆146Updated 6 years ago
- generative adversarial nets for neural machine translation☆119Updated 6 years ago
- Conditional Sequence Generative Adversarial Network trained with policy gradient, Implementation in Tensorflow☆48Updated 5 years ago
- A Structured Self-attentive Sentence Embedding☆494Updated 5 years ago
- The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and …☆577Updated 2 years ago
- SeqGAN tensorflow implementation☆107Updated 6 years ago
- Keras implement of ON-LSTM (Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks)☆154Updated 5 years ago
- Implementation of RelGAN: Relational Generative Adversarial Networks for Text Generation☆120Updated 4 years ago
- Implementation of Dual Learning NMT on PyTorch☆164Updated 6 years ago
- PyTorch implementation of beam search decoding for seq2seq models☆336Updated last year
- Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Re…☆309Updated 5 years ago
- Transformer Based SeqGAN for Language Generation☆36Updated 5 years ago
- Sequence-to-Sequence learning using PyTorch☆523Updated 5 years ago
- Code of Directional Self-Attention Network (DiSAN)☆312Updated 6 years ago
- Implementation of Sequence Generative Adversarial Nets with Policy Gradient☆2,091Updated 5 years ago
- Implementation of Adversarial Ranking for Language Generation [ArxiV 1705.11001]☆31Updated 6 years ago
- TensorFlow implementation of the paper `Adversarial Multi-task Learning for Text Classification`☆178Updated 5 years ago
- Transformer-Based Conditioned Variational Autoencoder for Story Completion☆94Updated 4 years ago
- The source code for "An Actor Critic Algorithm for Structured Prediction"☆167Updated 7 years ago