yao8839836 / text_gcnLinks
Graph Convolutional Networks for Text Classification. AAAI 2019
☆1,387Updated 3 years ago
Alternatives and similar repositories for text_gcn
Users that are interested in text_gcn are comparing it to the libraries listed below
Sorting:
- A list of recent papers about Graph Neural Network methods applied in NLP areas.☆909Updated 2 years ago
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆269Updated 5 years ago
- resources for graph convolutional networks (图卷积神经网络相关资源)☆908Updated 6 years ago
- Heterogeneous Graph Neural Network☆1,189Updated 5 years ago
- Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020☆788Updated 2 years ago
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆132Updated 2 years ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆435Updated 3 years ago
- Keras-based implementation of Relational Graph Convolutional Networks☆818Updated 6 years ago
- Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)☆493Updated 5 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆265Updated 4 years ago
- Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.☆840Updated 2 years ago
- Source code of K-BERT (AAAI2020)☆980Updated 2 years ago
- An Open-Source Package for Network Embedding (NE)☆1,704Updated last year
- Semi-supervised learning with graph embeddings☆941Updated 5 years ago
- Dynamic (Temporal) Knowledge Graph Completion (Reasoning)☆602Updated 5 years ago
- Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"☆457Updated 2 years ago
- Simple reference implementation of GraphSAGE.☆1,036Updated 5 years ago
- Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"☆1,418Updated last year
- Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)☆1,531Updated 4 years ago
- ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs☆529Updated 4 years ago
- A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.☆674Updated 2 years ago
- ☆1,348Updated last year
- A Benchmark of Text Classification in PyTorch☆606Updated last year
- Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)☆3,096Updated 2 years ago
- ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks☆631Updated last year
- Hierarchical Attention Networks for document classification☆405Updated 4 years ago
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆373Updated 5 years ago
- Graph Attention Networks (https://arxiv.org/abs/1710.10903)☆3,470Updated 3 years ago
- Source code of Graph-Bert☆506Updated 2 years ago
- A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).☆806Updated 3 years ago