jiacheng-xu / vmf_vae_nlp
Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"
☆169Updated 6 years ago
Alternatives and similar repositories for vmf_vae_nlp:
Users that are interested in vmf_vae_nlp are comparing it to the libraries listed below
- Recurrent Variational Autoencoder with Dilated Convolutions that generates sequential data implemented in pytorch☆71Updated 3 years ago
- PyTorch implementation of "Lagging Inference Networks and Posterior Collapse in Variational Autoencoders" (ICLR 2019)☆184Updated 4 years ago
- Code for "Language GANs Falling Short"☆59Updated 4 years ago
- PyTorch Implementation of "Unsupervised Learning of Syntactic Structure with Invertible Neural Projections" (EMNLP 2018)☆69Updated 5 years ago
- ☆153Updated 7 years ago
- ☆33Updated 7 years ago
- Code accompanying the paper "Effective Estimation of Deep Generative Language Models".☆25Updated 5 years ago
- ☆121Updated 6 years ago
- Implementation of "Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs"☆77Updated 3 years ago
- Demo for method introduced in "Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs"☆56Updated 4 years ago
- SparseMAP: differentiable sparse structure inference☆111Updated 6 years ago
- Transformer-Based Conditioned Variational Autoencoder for Story Completion☆94Updated 4 years ago
- This code repository presents the pytorch implementation of the paper “Implicit Deep Latent Variable Models for Text Generation”(EMNLP 20…☆54Updated 3 years ago
- PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)☆48Updated 5 years ago
- Pytorch Implemetation for our NAACL2019 Paper "Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling" http…☆63Updated 5 years ago
- A PyTorch Implementation of "Toward Controlled Generation of Text"☆106Updated 7 years ago
- An implementation of semi-supervised VAE for morphology reinflection.☆26Updated 5 years ago
- ☆54Updated 4 years ago
- ☆176Updated 4 years ago
- Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)☆61Updated 2 years ago
- Code for "A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations" (NAACL 2019)☆67Updated 4 years ago
- PyTorch implementation of AVITM☆159Updated 6 years ago
- Generative Flow based Sequence-to-Sequence Toolkit written in Python.☆245Updated 5 years ago
- Parsing Reading Predict Network☆97Updated 6 years ago
- Source Code for DialogWAE: Multimodal Response Generation with Conditional Wasserstein Autoencoder (https://arxiv.org/abs/1805.12352)☆125Updated 6 years ago
- Controllable Text Generation using variational auto-encoder (VAE) and text CNN☆24Updated 5 years ago
- NAACL 2019 paper: Density Matching for Bilingual Word Embedding (Zhou et al., 2019)☆63Updated 2 years ago
- Deep Inside-Outside Recursive Autoencoder☆87Updated 3 years ago
- code for paper "Improving Sequence-to-Sequence Learning via Optimal Transport"☆67Updated 5 years ago
- PyTorch implementation for Interpretable Dialog Generation ACL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center…☆197Updated 6 years ago