zshicode / GNN-for-text-classificationLinks
Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification
☆73Updated 3 years ago
Alternatives and similar repositories for GNN-for-text-classification
Users that are interested in GNN-for-text-classification are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)☆129Updated 5 years ago
- ☆275Updated 3 weeks ago
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆180Updated last year
- Text Level Graph Neural Network for Text Classification☆47Updated 4 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆263Updated 4 years ago
- The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification☆111Updated 4 years ago
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆132Updated last year
- ☆21Updated 2 years ago
- Multi-class Classification with fine-tuned BERT & GNN☆45Updated 3 years ago
- Implementation of EMNLP2020 -- Be More with Less: Hypergraph Attention Networks for Inductive Text Classification☆110Updated 4 years ago
- Implementation of paper☆38Updated 4 years ago
- Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]☆139Updated 4 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆58Updated last year
- ☆127Updated last year
- FastGCN for inductive text classification☆86Updated 6 years ago
- ☆15Updated 2 years ago
- ☆39Updated 2 years ago
- Entity Alignment toolkit (EAkit), a lightweight, easy-to-use and highly extensible PyTorch implementation of many entity alignment algori…☆206Updated 2 years ago
- ☆46Updated 5 years ago
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆269Updated 5 years ago
- A rough re-implement of Text Level Graph Neural Network for Text Classification☆36Updated 4 years ago
- Official implementation of GCAN model(ACL2020)☆74Updated 4 years ago
- PyTorch implementation of BiLSTM-CRF and Bi-LSTM-CNN-CRF models for named entity recognition.☆74Updated 4 years ago
- Multi-view Knowledge Graph Embedding for Entity Alignment, IJCAI 2019☆117Updated 4 years ago
- Implementation for AAAI workshop 2022☆14Updated 3 years ago
- Implementation of TransE model in PyTorch.☆158Updated 2 years ago
- ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks☆291Updated 2 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆248Updated last year
- [NLPCC 2020] Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks☆29Updated 2 years ago
- Representation Iterative Fusion Based on Heterogeneous Graph Neural Network for Joint Entity and Relation Extraction☆61Updated 3 years ago