bachtranxuan / GCTM
This is an implementation of Graph Convolution Topic Model for Data Streams
☆15Updated 2 years ago
Alternatives and similar repositories for GCTM:
Users that are interested in GCTM are comparing it to the libraries listed below
- Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity (CIKM'19)☆17Updated 5 years ago
- ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"☆24Updated 6 years ago
- Neural Topic Modeling with Continual Lifelong Learning (ICML 2020)☆23Updated 4 years ago
- A tool for taxonomy construction using Graph Neural Networks (GNN).☆27Updated 7 months ago
- Code for the paper "Fine-Grained Entity Typing in Hyperbolic Space"☆37Updated 5 years ago
- A generalized input-label embedding for text classification☆24Updated 5 years ago
- Knowledge Graph Embedding LDA. AAAI 2017☆39Updated 6 years ago
- Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.☆46Updated 6 years ago
- A code for "Tree-Structured Neural Topic Model" in ACL2020☆18Updated 2 years ago
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆38Updated 5 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 paper "NetTaxo: Automated Topic Taxonomy Constructionfrom Text-Rich Network"☆29Updated 3 years ago
- Code for Attention Word Embeddings☆20Updated 4 years ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Updated 4 years ago
- Learning to represent shortest paths and other graph-based measures of node similarities with graph embeddings☆33Updated 5 years ago
- ☆11Updated 8 years ago
- Topic taxonomy completion with hierarchical discovery of novel topic clusters☆24Updated 3 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 5 years ago
- Code for the paper: "Mining Algorithm Roadmap in Scientific Publications" - KDD 2019☆23Updated last year
- The WikiHow-based and DeScript-based datasets for the event prediction task (IJCNLP 2017)☆15Updated 6 years ago
- AAAI 2019 paper: "Document Informed Neural Autoregressive Topic Models with Distributional Prior" (a Contextualized Neural Topic Model wi…☆18Updated 6 years ago
- Short Text Topic Modeling☆65Updated 6 years ago
- Transformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)☆82Updated 3 years ago
- A Semantic Role Label classifier inspired by the article "Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling…☆21Updated 6 years ago
- [AAAI 2019] Weakly-Supervised Hierarchical Text Classification☆86Updated 3 years ago
- Collective Multi-type Entity Alignment Between Knowledge Graphs (WWW'20)☆32Updated 4 years ago
- [KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding☆57Updated 4 years ago
- ☆32Updated 6 years ago
- This implements topics that change over time (Dynamic Topic Models) and a model of how individual documents predict that change.☆30Updated 4 years ago