akashgit / autoencoding_vi_for_topic_models
Tensorflow implementation for prodLDA and NVLDA.
☆252Updated 3 years ago
Alternatives and similar repositories for autoencoding_vi_for_topic_models:
Users that are interested in autoencoding_vi_for_topic_models are comparing it to the libraries listed below
- PyTorch implementation of AVITM☆158Updated 6 years ago
- neural variational document model☆131Updated 7 years ago
- Neural models for documents with metadata☆103Updated 4 years ago
- Computation of the semantic interpretability of topics produced by topic models.☆180Updated 7 years ago
- Python interface for https://github.com/dice-group/Palmetto☆40Updated 2 years ago
- Code to accompany "A Neural Framework for Generalized Topic Models"☆67Updated 6 years ago
- Tensorflow code to train TDLM☆137Updated 6 years ago
- ☆141Updated 5 years ago
- ☆133Updated 4 years ago
- Cython implementations of Gibbs sampling for supervised LDA☆61Updated 7 years ago
- Bayesian Skip-gram model☆47Updated 4 years ago
- Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"☆168Updated 6 years ago
- ☆196Updated 6 years ago
- Gaussian word embeddings☆190Updated 6 years ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- Software and data for "Using Text Embeddings for Causal Inference"☆124Updated 4 years ago
- Short Text Topic Modeling☆65Updated 6 years ago
- Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model☆149Updated 2 years ago
- Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.☆52Updated 5 years ago
- Neural Topic Models☆69Updated 8 years ago
- ACL 2018 paper: Probabilistic FastText for Multi-Sense Word Embeddings (Athiwaratkun et al., 2018)☆147Updated 6 years ago
- This repository stores slides for a tutorial on variational inference for NLP audiences.☆298Updated 5 years ago
- Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)☆61Updated 2 years ago
- PyTorch implementation of AVITM (Autoencoding Variational Inference For Topic Models)☆36Updated 2 years ago
- Hierarchical Models for Sentiment Analysis in Pytorch☆107Updated 5 years ago
- Implementation of A Structured Self-attentive Sentence Embedding☆108Updated 6 years ago
- ☆153Updated 7 years ago
- Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)☆178Updated 7 years ago
- [NeurIPS 2019] Spherical Text Embedding☆177Updated last year
- Concatenated Power Mean Embeddings as Universal Cross-Lingual Sentence Representations☆185Updated 4 years ago