Graph Convolutional Networks for Text Classification. AAAI 2019

PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."

Pytorch implementation of "Graph Convolutional Networks for Text Classification"

A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)

The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification

FastGCN for inductive text classification

Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification

source code of our paper presents in EMNLP 2019. https://www.aclweb.org/anthology/D19-1345/

CNN,RNN ,Activation functions, Graph Convolutional Networks(GCN) for Text Classification

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Chainer implementation of "Yao et al. 2018. Graph Convolutional Networks for Text Classification. ArXiv."

A tutorial & minimal example (8min on CPU) for Graph Convolutional Networks for Text Classification. AAAI 2019

Text Classification using Graph Convolutional Neural Networks and Natural Language Processing Techniques

A web tool that scores/ranks letter text based on the algorithms from Animal Crossing (GCN)

Efficient implementation of "Graph Convolutional Networks for Text Classification"

原始项目:[GCN_AAAI2019](https://github.com/yao8839836/text_gcn/) add:多标签分类支持

Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Created semantic rich features by using Text GCN and topic modeling based approach-LDA which are then fed into a novel classification model.

Implementation for AAAI workshop 2022

An efficient and simplify re-implement TextGCN with Pytorch-geometric.

Code for paper "Self-training Method Based on GCN for Semi-supervised Short Text Classification"

No description available

Extreme Multi-label Text Classification based on X-BERT with GCN and Clustering modules

Graph Convolutional Network for Swahili News Classification: https://arxiv.org/abs/2103.09325

一个简单的textGCN实例

Repo on the work of Domain agnostic feature generation using GCN for short text classification

Source code of the final course paper "Enhancing Word Embeddings with Graph-Based Text Representations"

GCN applied in a text classification context.

Multilabel Aspect Prediction using Graph Convolutional Networks

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Source code of "WSDM21 - BiTe-GCN: A New GCN Architecture via Bidirectional Convolution of Topology and Features on Text-Rich Networks"