usydnlp / TextGCN_analysis
Implementation for AAAI workshop 2022
☆14Updated 2 years ago
Alternatives and similar repositories for TextGCN_analysis:
Users that are interested in TextGCN_analysis are comparing it to the libraries listed below
- The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification☆111Updated 4 years ago
- ☆18Updated 2 years ago
- Implementation of paper☆37Updated 3 years ago
- An efficient and simplify re-implement TextGCN with Pytorch-geometric.☆13Updated 3 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆57Updated last year
- Text Level Graph Neural Network for Text Classification☆47Updated 3 years ago
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆181Updated 9 months ago
- Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification☆72Updated 3 years ago
- ☆267Updated 2 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆260Updated 3 years ago
- ☆37Updated 2 years ago
- ☆16Updated last year
- Implementation of EMNLP2020 -- Be More with Less: Hypergraph Attention Networks for Inductive Text Classification☆106Updated 4 years ago
- ☆217Updated 4 years ago
- source code of our paper presents in EMNLP 2019. https://www.aclweb.org/anthology/D19-1345/☆53Updated 5 years ago
- Mi Zhang and Tieyun Qian,Convolution over Hierarchical Level Sentiment Analysis,EMNLP2020☆46Updated 4 years ago
- A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)☆125Updated 4 years ago
- ☆12Updated 2 years ago
- Multi-class Classification with fine-tuned BERT & GNN☆43Updated 3 years ago
- ☆10Updated 3 years ago
- Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis☆138Updated 2 years ago
- ☆16Updated 3 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆87Updated 5 years ago
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆45Updated 2 years ago
- ☆8Updated 2 years ago
- ☆28Updated 3 years ago
- Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network…☆55Updated 3 years ago
- [TextING-pytorch] Pytorch implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆13Updated 4 years ago
- SSEGCN: Syntactic and Semantic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis☆43Updated 2 years ago
- [NLPCC 2020] Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks☆31Updated 2 years ago