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Sentence Vae ⭐ 569

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

Pytorch_rvae ⭐ 355

Recurrent Variational Autoencoder that generates sequential data implemented with pytorch

A Hierarchical Latent Structure For Variational Conversation Modeling ⭐ 134

PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)

Vmf_vae_nlp ⭐ 124

Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"

Copycat Abstractive Opinion Summarizer ⭐ 62

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

Keras Generating Sentences From A Continuous Space ⭐ 31

Text Variational Autoencoder inspired by the paper 'Generating Sentences from a Continuous Space' Bowman et al. https://arxiv.org/abs/1511.06349

[Preprint] AdaVAE: Exploring Adaptive GPT-2s in VAEs for Language Modeling PyTorch Implementation

Ctg Latentaes ⭐ 27

Awesome paper list of controllable text generation via latent auto-encoders. Contributions of any kind are welcome.

Pytorch_models ⭐ 15

Deep Learning Projects ⭐ 13

Best Deep Learning Projects for Advanced Learners

Representation learning for NLP @ JSALT19

Sentencemim Demo ⭐ 11

This repo contains code to reproduce some of the results presented in the paper "SentenceMIM: A Latent Variable Language Model"

Kl_text_vae ⭐ 9

[WNGT(2019)] On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation

Colab Notebooks ⭐ 9

Colab notebooks exploring different Machine Learning topics.

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