Graph Convolutional Networks for Text Classification. AAAI 2019
☆1,391Dec 29, 2021Updated 4 years ago
Alternatives and similar repositories for text_gcn
Users that are interested in text_gcn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆271Dec 25, 2019Updated 6 years ago
- FastGCN for inductive text classification☆86Jul 23, 2019Updated 7 years ago
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆132Sep 24, 2023Updated 3 years ago
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆183Apr 25, 2024Updated 2 years ago
- A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)☆131Jun 27, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆275Aug 6, 2025Updated last year
- Implementation of Graph Convolutional Networks in TensorFlow☆7,418Apr 14, 2023Updated 3 years ago
- ☆127Aug 10, 2018Updated 8 years ago
- The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification☆110Oct 7, 2020Updated 6 years ago
- Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification☆74Feb 4, 2022Updated 4 years ago
- The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""☆529Mar 25, 2021Updated 5 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆267Jun 2, 2021Updated 5 years ago
- A list of recent papers about Graph Neural Network methods applied in NLP areas.☆906Sep 3, 2026Updated 2 months ago
- Graph Convolutional Networks in PyTorch☆5,399Sep 20, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks☆289Mar 24, 2023Updated 3 years ago
- all kinds of text classification models and more with deep learning☆7,940Sep 28, 2023Updated 3 years ago
- official implementation for the paper "Simplifying Graph Convolutional Networks"☆851Dec 13, 2021Updated 4 years ago
- Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020☆788Mar 24, 2023Updated 3 years ago
- Text Level Graph Neural Network for Text Classification☆48May 2, 2021Updated 5 years ago
- Must-read papers on graph neural networks (GNN)☆16,847Dec 20, 2023Updated 2 years ago
- Graph Convolution Network for NLP☆208May 22, 2023Updated 3 years ago
- Graph Attention Networks (https://arxiv.org/abs/1710.10903)☆3,560Apr 9, 2022Updated 4 years ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆435Mar 22, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- source code of our paper presents in EMNLP 2019. https://www.aclweb.org/anthology/D19-1345/☆52Nov 10, 2019Updated 6 years ago
- ☆338Nov 21, 2022Updated 3 years ago
- Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"☆1,418Jan 10, 2024Updated 2 years ago
- 100+ Chinese Word Vectors 上百种预训练中文词向量☆12,250Oct 30, 2023Updated 3 years ago
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,291Jul 31, 2025Updated last year
- ☆130Mar 1, 2024Updated 2 years ago
- XLNet: Generalized Autoregressive Pretraining for Language Understanding☆6,194May 28, 2023Updated 3 years ago
- links to conference publications in graph-based deep learning☆5,112Oct 20, 2026Updated 2 weeks ago
- A PyTorch implementation of GraphRel☆276Dec 17, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆323May 24, 2019Updated 7 years ago
- Representation learning on large graphs using stochastic graph convolutions.☆3,729Aug 4, 2024Updated 2 years ago
- Official implementation of "Explicit Interaction Model towards Text Classification"☆70Feb 23, 2020Updated 6 years ago
- Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)☆10,232Apr 19, 2026Updated 6 months ago
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆370Jul 29, 2020Updated 6 years ago
- A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型☆3,987Nov 21, 2022Updated 3 years ago
- 中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。☆5,731Sep 23, 2020Updated 6 years ago