yao8839836 / text_gcnView external linksLinks
Graph Convolutional Networks for Text Classification. AAAI 2019
☆1,389Dec 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
Sorting:
- FastGCN for inductive text classification☆86Jul 23, 2019Updated 6 years ago
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆269Dec 25, 2019Updated 6 years ago
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆132Sep 24, 2023Updated 2 years ago
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆181Apr 25, 2024Updated last year
- A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)☆129Jun 27, 2020Updated 5 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆7,359Apr 14, 2023Updated 2 years ago
- The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification☆110Oct 7, 2020Updated 5 years ago
- ☆277Aug 6, 2025Updated 6 months ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆265Jun 2, 2021Updated 4 years ago
- The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""☆528Mar 25, 2021Updated 4 years ago
- ☆129Aug 10, 2018Updated 7 years ago
- official implementation for the paper "Simplifying Graph Convolutional Networks"☆847Dec 13, 2021Updated 4 years ago
- A list of recent papers about Graph Neural Network methods applied in NLP areas.☆906May 9, 2023Updated 2 years ago
- Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification☆75Feb 4, 2022Updated 4 years ago
- Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020☆788Mar 24, 2023Updated 2 years ago
- all kinds of text classification models and more with deep learning☆7,951Sep 28, 2023Updated 2 years ago
- Graph Convolutional Networks in PyTorch☆5,397Sep 20, 2020Updated 5 years ago
- ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks☆291Mar 24, 2023Updated 2 years ago
- Must-read papers on graph neural networks (GNN)☆16,723Dec 20, 2023Updated 2 years ago
- Text Level Graph Neural Network for Text Classification☆48May 2, 2021Updated 4 years ago
- Graph Attention Networks (https://arxiv.org/abs/1710.10903)☆3,498Apr 9, 2022Updated 3 years ago
- Graph Convolution Network for NLP☆211May 22, 2023Updated 2 years ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆435Mar 22, 2022Updated 3 years ago
- ☆339Nov 21, 2022Updated 3 years ago
- Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"☆1,419Jan 10, 2024Updated 2 years ago
- 100+ Chinese Word Vectors 上百种预训练中文词向量☆12,182Oct 30, 2023Updated 2 years ago
- XLNet: Generalized Autoregressive Pretraining for Language Understanding☆6,177May 28, 2023Updated 2 years ago
- ☆324May 24, 2019Updated 6 years ago
- links to conference publications in graph-based deep learning☆5,019Feb 7, 2026Updated last week
- Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)☆10,173Jul 15, 2025Updated 7 months ago
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,229Jul 31, 2025Updated 6 months ago
- A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型☆3,986Nov 21, 2022Updated 3 years ago
- A PyTorch implementation of GraphRel☆279Dec 17, 2023Updated 2 years ago
- Sequence Generation Model for Multi-label Classification (COLING 2018)☆438Jan 5, 2020Updated 6 years ago
- Source code of K-BERT (AAAI2020)☆981Jan 27, 2023Updated 3 years ago
- ☆129Mar 1, 2024Updated last year
- Representation learning on large graphs using stochastic graph convolutions.☆3,657Aug 4, 2024Updated last year
- Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional…☆296Mar 29, 2021Updated 4 years ago
- RoBERTa中文预训练模型: RoBERTa for Chinese☆2,773Jul 22, 2024Updated last year