chengsen / PyTorch_TextGCNLinks
The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification
☆111Updated 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
Sorting:
- ☆276Updated this week
- ☆21Updated 2 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆263Updated 4 years ago
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆180Updated last year
- ☆218Updated 5 years ago
- Implementation of paper☆38Updated 4 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆58Updated last year
- Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis☆147Updated 2 years ago
- Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional…☆298Updated 4 years ago
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆267Updated 5 years ago
- Code for paper "Self-training Method Based on GCN for Semi-supervised Short Text Classification"☆12Updated 3 years ago
- Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification☆73Updated 3 years ago
- Implement of TransE, TransH, KG2E with pytorch☆229Updated 6 years ago
- Text Level Graph Neural Network for Text Classification☆47Updated 4 years ago
- [NLPCC 2020] Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks☆30Updated 2 years ago
- Mi Zhang and Tieyun Qian,Convolution over Hierarchical Level Sentiment Analysis,EMNLP2020☆46Updated 4 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆247Updated last year
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆131Updated last year
- Implementation for AAAI workshop 2022☆14Updated 3 years ago
- CNN,RNN ,Activation functions, Graph Convolutional Networks(GCN) for Text Classification☆32Updated 5 years ago
- reimplement TransE Mode☆138Updated 4 years ago
- [EMNLP 2021] Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge☆49Updated 3 years ago
- 基于CNN、RNN、GCN、BERT的中文文本分类☆43Updated 2 years ago
- Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network…☆54Updated 3 years ago
- transE算法 简单python实现 FB15k☆194Updated last year
- A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)☆129Updated 5 years ago
- Implementation of EMNLP2020 -- Be More with Less: Hypergraph Attention Networks for Inductive Text Classification☆110Updated 4 years ago
- The information of computer journal☆179Updated 2 years ago
- Aspect-Level Sentiment Analysis Via Convolution over Dependency Tree☆28Updated 5 years ago
- Sentiment analysis has been a popular field in natural language processing. Sentiments can be expressed explicitly or implicitly. Most cur…☆13Updated 3 years ago