linkstrife / NVDM-GSMLinks
A tensorflow implementation of the neural variational topic,document model with Gaussian Softmax Construction (GSM).
☆21Updated 6 years ago
Alternatives and similar repositories for NVDM-GSM
Users that are interested in NVDM-GSM are comparing it to the libraries listed below
Sorting:
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 6 years ago
- Source code of TMN (Topic Memory Network)☆85Updated 7 years ago
- Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.☆46Updated 7 years ago
- The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"☆154Updated 6 years ago
- Source code for paper "Topic Modeling with Wasserstein Autoencoders".☆40Updated 6 years ago
- Short Text Topic Modeling☆65Updated 7 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆32Updated 5 years ago
- Code for the COLING 2018 paper "Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Rati…☆23Updated 7 years ago
- AAAI 2019 paper: "Document Informed Neural Autoregressive Topic Models with Distributional Prior" (a Contextualized Neural Topic Model wi…☆19Updated 6 years ago
- neural variational document model☆131Updated 8 years ago
- Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"☆147Updated 6 years ago
- Hierarchical Neural Attention-based Classification☆25Updated 5 years ago
- Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.☆99Updated 6 years ago
- Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.☆52Updated 7 years ago
- ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"☆25Updated 6 years ago
- ☆28Updated 3 years ago
- Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)☆85Updated 6 years ago
- ☆129Updated 7 years ago
- TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"☆87Updated 6 years ago
- ☆22Updated 6 years ago
- ☆135Updated 3 years ago
- Replication code for "Neural Models for Documents with Metadata"☆107Updated 5 years ago
- Implement of L-LDA Model(Labeled Latent Dirichlet Allocation Model) with python☆119Updated 3 years ago
- Pytorch codes for "Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification"☆51Updated 4 years ago
- [CIKM 2018] Weakly-Supervised Neural Text Classification☆78Updated 7 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆121Updated 5 years ago
- [EMNLP2019] Rethinking Attribute Representation and Injection for Sentiment Classification☆22Updated 5 years ago
- Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"☆148Updated 7 years ago
- ☆29Updated 4 years ago
- Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision☆38Updated 4 years ago