awslabs / w-ldaLinks
Source code for paper "Topic Modeling with Wasserstein Autoencoders".
☆41Updated 5 years ago
Alternatives and similar repositories for w-lda
Users that are interested in w-lda are comparing it to the libraries listed below
Sorting:
- A tensorflow implementation of the neural variational topic,document model with Gaussian Softmax Construction (GSM).☆21Updated 6 years ago
- Hierarchical Neural Attention-based Classification☆26Updated 4 years ago
- Short Text Topic Modeling☆65Updated 6 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 5 years ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- neural variational document model☆132Updated 7 years ago
- Source code of TMN (Topic Memory Network)☆84Updated 6 years ago
- Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis☆35Updated 6 years ago
- Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.☆52Updated 6 years ago
- Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.☆46Updated 6 years ago
- Python interface for https://github.com/dice-group/Palmetto☆39Updated 2 years ago
- Replication code for "Neural Models for Documents with Metadata"☆105Updated 5 years ago
- AAAI 2019 paper: "Document Informed Neural Autoregressive Topic Models with Distributional Prior" (a Contextualized Neural Topic Model wi…☆19Updated 6 years ago
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆38Updated 5 years ago
- A simple version of DeepRank & MatchPyramid implemented in PyTorch.☆35Updated 4 years ago
- Knowledge Graph Embedding LDA. AAAI 2017☆39Updated 6 years ago
- Pytorch codes for "Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification"☆51Updated 4 years ago
- Code for the COLING 2018 paper "Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Rati…☆23Updated 6 years ago
- ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"☆25Updated 6 years ago
- ☆11Updated 6 years ago
- ☆17Updated 7 years ago
- Sentiment polarity annotations dataset☆26Updated 7 years ago
- [AAAI 2019] Weakly-Supervised Hierarchical Text Classification☆86Updated 3 years ago
- [CIKM 2018] Weakly-Supervised Neural Text Classification☆77Updated 6 years ago
- ☆69Updated last year
- Source code and dataset of "Joint Modeling of Topics and Discourse in Microblog Conversations"☆35Updated 6 years ago
- Tensorflow code to train TDLM☆137Updated 6 years ago
- Code for Bursty Biterm Topic Model (published in AAAI2015)☆53Updated 6 years ago
- Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.☆52Updated 6 years ago
- The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"☆153Updated 5 years ago