chengsen / PyTorch_TextGCN
The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification
☆113Updated 4 years ago
Alternatives and similar repositories for PyTorch_TextGCN:
Users that are interested in PyTorch_TextGCN are comparing it to the libraries listed below
- ☆271Updated 2 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆58Updated last year
- Implementation of paper☆37Updated 3 years ago
- ☆217Updated 4 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆262Updated 3 years ago
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆180Updated last year
- 基于CNN、RNN、GCN、BERT的中文文本分类☆43Updated last year
- ☆21Updated 2 years ago
- Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis☆143Updated 2 years ago
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆131Updated last year
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆266Updated 5 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆103Updated 4 years ago
- Text Level Graph Neural Network for Text Classification☆47Updated 4 years ago
- source code of our paper presents in EMNLP 2019. https://www.aclweb.org/anthology/D19-1345/☆53Updated 5 years ago
- Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification☆73Updated 3 years ago
- Implementation of EMNLP2020 -- Be More with Less: Hypergraph Attention Networks for Inductive Text Classification☆108Updated 4 years ago
- Implementation for AAAI workshop 2022☆14Updated 3 years ago
- 阿里天池赛:CCKS2021 运营商知识图谱推理问答☆48Updated 3 years ago
- The code of COLING2020 paper "Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network".☆26Updated 3 years ago
- Mark and summarize the NLP project has been through☆135Updated 3 years ago
- ☆60Updated 5 years ago
- ☆27Updated last year
- ☆39Updated 2 years ago
- Mi Zhang and Tieyun Qian,Convolution over Hierarchical Level Sentiment Analysis,EMNLP2020☆46Updated 4 years ago
- Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional…☆299Updated 4 years ago
- FastGCN for inductive text classification☆85Updated 5 years ago
- text classification with deep learning model and traditional ways☆53Updated 5 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆246Updated last year
- Implementation of Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification.☆77Updated 3 years ago
- The information of computer journal☆177Updated 2 years ago