iconix / pytorch-text-vae
A conditional variational autoencoder (CVAE) for text
☆34Updated 6 years ago
Alternatives and similar repositories for pytorch-text-vae:
Users that are interested in pytorch-text-vae are comparing it to the libraries listed below
- The official Keras implementation of ACL 2020 paper "Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-En…☆48Updated 2 years ago
- Domain Adaptive Text Style Transfer, EMNLP 2019☆70Updated 5 years ago
- ☆95Updated 6 years ago
- Source Code for DialogWAE: Multimodal Response Generation with Conditional Wasserstein Autoencoder (https://arxiv.org/abs/1805.12352)☆125Updated 6 years ago
- This code repository presents the pytorch implementation of the paper “Implicit Deep Latent Variable Models for Text Generation”(EMNLP 20…☆54Updated 2 years ago
- Source code for the ACL 2019 paper entitled "Domain Adaptive Dialog Generation via Meta Learning" by Kun Qian and Zhou Yu☆41Updated 4 years ago
- Code for "A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations" (NAACL 2019)☆68Updated 3 years ago
- PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)☆47Updated 4 years ago
- Code for "Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach" (ACL 2018)☆109Updated 6 years ago
- Source code to reproduce the results in the ACL 2019 paper "Syntactically Supervised Transformers for Faster Neural Machine Translation"☆81Updated 2 years ago
- Code for "Controllable Paraphrase Generation with a Syntactic Exemplar" (ACL 2019)☆79Updated 4 years ago
- Text generation using Variational Auto Encoders based on IMDB review dataset☆70Updated 4 years ago
- The implementation of the paper "Augmenting Neural Response Generation with Context-Aware Topical Attention"☆111Updated last month
- Code for "Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation" (NeurIPS 2019)☆128Updated 5 years ago
- Language-Adversarial Training for Cross-Lingual Text Classification (TACL)☆62Updated 4 years ago
- Generating Sentences from Disentangled Syntactic and Semantic Spaces☆40Updated 2 years ago
- Unsupervised sentence summarization by contextual matching☆47Updated 3 years ago
- EMNLP'19: "Structuring Latent Spaces for Stylized Response Generation"☆62Updated 4 years ago
- A PyTorch Implementation of "Toward Controlled Generation of Text"☆104Updated 7 years ago
- code for paper "Improving Sequence-to-Sequence Learning via Optimal Transport"☆68Updated 5 years ago
- Posterior Control of Blackbox Generation☆23Updated 4 years ago
- OpenNMT based Neural Conversation model which implements Topic and Semantic Distributional Constraints to improve quality of generated re…☆27Updated 6 years ago
- Variational Neural Machine Translation System☆37Updated 6 years ago
- ☆36Updated 4 years ago
- PyTorch Implementation of "Unsupervised Learning of Syntactic Structure with Invertible Neural Projections" (EMNLP 2018)☆69Updated 4 years ago
- Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sen…☆124Updated 2 years ago
- Code for the paper at AAAI2019☆59Updated 5 years ago
- code, data, and model for ACL-19 paper "Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading"☆77Updated 4 years ago
- Code for "Language GANs Falling Short"☆58Updated 3 years ago
- The codebase for "Group-wise Contrastive Learning for Neural Dialogue Generation" (Cai et al., Findings of EMNLP 2020)☆53Updated 3 years ago