yao8839836 / text_gcnLinks
Graph Convolutional Networks for Text Classification. AAAI 2019
☆1,378Updated 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."☆267Updated 5 years ago
- Heterogeneous Graph Neural Network☆1,149Updated 5 years ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆434Updated 3 years ago
- Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)☆1,530Updated 3 years ago
- Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020☆785Updated 2 years ago
- Keras-based implementation of Relational Graph Convolutional Networks☆815Updated 6 years ago
- Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"☆1,419Updated last year
- ☆1,327Updated last year
- resources for graph convolutional networks (图卷积神经网络相关资源)☆898Updated 6 years ago
- Source code of K-BERT (AAAI2020)☆971Updated 2 years ago
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆131Updated last year
- An Open-Source Package for Network Embedding (NE)☆1,700Updated last year
- Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.☆818Updated 2 years ago
- Must-read papers on neural relation extraction (NRE)☆1,031Updated 4 years ago
- ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs☆530Updated 4 years ago
- Dynamic (Temporal) Knowledge Graph Completion (Reasoning)☆596Updated 4 years ago
- Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)☆490Updated 4 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆262Updated 4 years ago
- Semi-supervised learning with graph embeddings☆922Updated 5 years ago
- A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.☆654Updated last year
- Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)☆3,047Updated 2 years ago
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆374Updated 4 years ago
- ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks☆620Updated 11 months ago
- This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.☆918Updated 2 years ago
- Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"☆458Updated 2 years ago
- Implementation of R-GCNs for Relational Link Prediction☆457Updated 2 years ago
- Simple reference implementation of GraphSAGE.☆1,025Updated 5 years ago
- Graph Attention Networks (https://arxiv.org/abs/1710.10903)☆3,390Updated 3 years ago
- A Benchmark of Text Classification in PyTorch☆603Updated last year