VictorProkhorov / KL_Text_VAELinks
[WNGT(2019)] On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation
☆11Updated 3 years ago
Alternatives and similar repositories for KL_Text_VAE
Users that are interested in KL_Text_VAE are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)☆48Updated 5 years ago
- ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation☆25Updated 4 years ago
- This code repository presents the pytorch implementation of the paper “Implicit Deep Latent Variable Models for Text Generation”(EMNLP 20…☆55Updated 3 years ago
- Official PyTorch (Lightning) implementation of the NeurIPS 2020 paper "Efficient Marginalization of Discrete and Structured Latent Variab…☆28Updated 4 years ago
- Dispersed Exponential Family Mixture VAE☆28Updated 4 years ago
- This repository contains the code used for Ordered Memory paper☆30Updated 5 years ago
- code for paper "Improving Sequence-to-Sequence Learning via Optimal Transport"☆68Updated 6 years ago
- Code for "Variational Sequential Labelers for Semi-Supervised Learning" (EMNLP 2018)☆34Updated 6 years ago
- Pytorch Implemetation for our NAACL2019 Paper "Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling" http…☆62Updated 5 years ago
- Language Model Baselines for PyTorch☆42Updated 4 years ago
- Official code for the ICLR 2020 paper 'ARE PPE-TRAINED LANGUAGE MODELS AWARE OF PHRASES? SIMPLE BUT STRONG BASELINES FOR GRAMMAR INDCUTIO…☆30Updated 2 years ago
- Code accompanying the paper "Effective Estimation of Deep Generative Language Models".☆25Updated 5 years ago
- ☆54Updated 4 years ago
- Differentiable Perturb-and-Parse operator☆25Updated 6 years ago
- ☆42Updated 4 years ago
- Code for "A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations" (NAACL 2019)☆67Updated 4 years ago
- Code accompanying our paper at AISTATS 2020☆21Updated 4 years ago
- The Return of Lexical Dependencies: Neural Lexicalized PCFGs (TACL)☆33Updated 3 years ago
- On Variational Learning of Controllable Representations for Text without Supervision https://arxiv.org/abs/1905.11975☆27Updated 4 years ago
- Tensorflow implementation of Invariant Rationalization☆49Updated 2 years ago
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆71Updated 10 months ago
- Code for "Understanding Neural Abstractive Summarization Models via Uncertainty" (EMNLP20)☆30Updated 4 years ago
- Pytorch implementation of DiffMask☆56Updated 2 years ago
- MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders☆23Updated 6 years ago
- ☆14Updated 6 years ago
- Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data☆35Updated 4 years ago
- implementation of different Dirichlet Variational Autoencoder Topic Models in Tensorflow☆50Updated 2 years ago
- Code for "Unsupervised Cross-lingual Transfer of Word Embedding Spaces" in EMNLP 2018☆23Updated 6 years ago
- The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".☆33Updated 2 weeks ago
- Paper: Lexicon Learning for Few-Shot Neural Sequence Modeling☆16Updated 3 years ago