PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
☆593May 30, 2025Updated 9 months ago
Alternatives and similar repositories for Sentence-VAE
Users that are interested in Sentence-VAE are comparing it to the libraries listed below
Sorting:
- Recurrent Variational Autoencoder that generates sequential data implemented with pytorch☆357Mar 15, 2017Updated 8 years ago
- A tensorflow implementation of "Generating Sentences from a Continuous Space"☆227Mar 24, 2023Updated 2 years ago
- Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"☆241Mar 14, 2019Updated 6 years ago
- PyTorch implementation of "Lagging Inference Networks and Posterior Collapse in Variational Autoencoders" (ICLR 2019)☆186Dec 15, 2020Updated 5 years ago
- Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Re…☆310Nov 26, 2018Updated 7 years ago
- ☆152Feb 9, 2018Updated 8 years ago
- Text generation using Variational Auto Encoders based on IMDB review dataset☆70Dec 14, 2020Updated 5 years ago
- Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"☆171Dec 12, 2018Updated 7 years ago
- ☆33Jun 6, 2017Updated 8 years ago
- ☆95Jun 1, 2018Updated 7 years ago
- Optimus: the first large-scale pre-trained VAE language model☆392Sep 6, 2023Updated 2 years ago
- A PyTorch Implementation of "Toward Controlled Generation of Text"☆105Nov 8, 2017Updated 8 years ago
- PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)☆48Feb 16, 2020Updated 6 years ago
- Theano code for experiments in the paper "A Hybrid Convolutional Variational Autoencoder for Text Generation."☆204Oct 5, 2018Updated 7 years ago
- PyTorch implementation for Interpretable Dialog Generation ACL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center…☆197Jan 14, 2019Updated 7 years ago
- Transformer-Based Conditioned Variational Autoencoder for Story Completion☆95Jul 18, 2020Updated 5 years ago
- Latent Alignment and Variational Attention☆329Nov 5, 2018Updated 7 years ago
- Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun☆399Apr 11, 2020Updated 5 years ago
- A text generation benchmarking platform☆868Jul 3, 2021Updated 4 years ago
- LSTM and QRNN Language Model Toolkit for PyTorch☆1,990Feb 12, 2022Updated 4 years ago
- Paper List for Style Transfer in Text☆1,623Mar 16, 2023Updated 2 years ago
- Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CAS…☆746Apr 14, 2022Updated 3 years ago
- Source Code for DialogWAE: Multimodal Response Generation with Conditional Wasserstein Autoencoder (https://arxiv.org/abs/1805.12352)☆126Sep 11, 2018Updated 7 years ago
- Sequence to Sequence Models with PyTorch☆742Mar 27, 2022Updated 3 years ago
- A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)☆648Sep 27, 2018Updated 7 years ago
- PyTorch implementation of AVITM☆159Jul 14, 2018Updated 7 years ago
- Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://…☆2,391Aug 26, 2021Updated 4 years ago
- Repository for "Generating Sentences by Editing Prototypes"☆334Aug 19, 2018Updated 7 years ago
- Variational Neural Machine Translation System☆37Apr 24, 2018Updated 7 years ago
- Deep Reinforcement Learning For Sequence to Sequence Models☆768Mar 24, 2023Updated 2 years ago
- Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.☆7,497Mar 24, 2024Updated last year
- Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"☆624Jul 23, 2020Updated 5 years ago
- ☆560Apr 7, 2021Updated 4 years ago
- An open source framework for seq2seq models in PyTorch.☆1,517Sep 17, 2025Updated 5 months ago
- Code for "A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations" (NAACL 2019)☆67Mar 5, 2021Updated 4 years ago
- Evaluation code for various unsupervised automated metrics for Natural Language Generation.☆1,392Aug 20, 2024Updated last year
- PyTorch original implementation of Cross-lingual Language Model Pretraining.☆2,924Feb 14, 2023Updated 3 years ago
- neural variational document model☆131Oct 31, 2017Updated 8 years ago
- An open-source NLP research library, built on PyTorch.☆11,889Nov 22, 2022Updated 3 years ago