VictorProkhorov / KL_Text_VAE
[WNGT(2019)] On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation
☆11Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for KL_Text_VAE
- Dispersed Exponential Family Mixture VAE☆27Updated 4 years ago
- This code repository presents the pytorch implementation of the paper “Implicit Deep Latent Variable Models for Text Generation”(EMNLP 20…☆55Updated 2 years ago
- PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)☆47Updated 4 years ago
- Language Model Baselines for PyTorch☆42Updated 4 years ago
- Pytorch Implemetation for our NAACL2019 Paper "Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling" http…☆62Updated 4 years ago
- Code accompanying the paper "Effective Estimation of Deep Generative Language Models".☆25Updated 4 years ago
- Official PyTorch (Lightning) implementation of the NeurIPS 2020 paper "Efficient Marginalization of Discrete and Structured Latent Variab…☆28Updated 3 years ago
- On Variational Learning of Controllable Representations for Text without Supervision https://arxiv.org/abs/1905.11975☆27Updated 4 years ago
- code for paper "Improving Sequence-to-Sequence Learning via Optimal Transport"☆68Updated 5 years ago
- ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation☆24Updated 4 years ago
- This repository contains the code used for Ordered Memory paper☆29Updated 4 years ago
- Code for "Variational Sequential Labelers for Semi-Supervised Learning" (EMNLP 2018)☆34Updated 6 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 last year
- Tensorflow implementation of Invariant Rationalization☆48Updated last year
- ☆42Updated 3 years ago
- Code for "A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations" (NAACL 2019)☆68Updated 3 years ago
- ☆14Updated 6 years ago
- Low-variance and unbiased gradient for backpropagation through categorical random variables, with application in variational auto-encoder…☆17Updated 4 years ago
- implementation of different Dirichlet Variational Autoencoder Topic Models in Tensorflow☆49Updated last year
- Group-conditional DRO to alleviate spurious correlations☆15Updated 3 years ago
- Code accompanying our paper at AISTATS 2020☆21Updated 3 years ago
- PyTorch code for meta seq2seq learning☆43Updated 4 years ago
- ☆15Updated 3 years ago
- ☆54Updated 4 years ago
- Implementation of the paper: Specializing pretrained word embeddings (for parsing) by IB☆52Updated 2 years ago
- Differentiable Perturb-and-Parse operator☆25Updated 5 years ago
- Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data☆35Updated 4 years ago
- Code Repo for "Differentiable Open-Ended Commonsense Reasoning" (NAACL 2021)☆31Updated last year
- Source code for Text Infilling, implemented with Texar.☆26Updated 5 years ago
- Pytorch implementation of DiffMask☆55Updated last year