The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification
☆110Oct 7, 2020Updated 6 years ago
Alternatives and similar repositories for PyTorch_TextGCN
Users that are interested in PyTorch_TextGCN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆275Aug 6, 2025Updated last year
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆271Dec 25, 2019Updated 6 years ago
- Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification☆74Feb 4, 2022Updated 4 years ago
- ☆37Oct 27, 2022Updated 4 years ago
- A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)☆131Jun 27, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for paper "Self-training Method Based on GCN for Semi-supervised Short Text Classification"☆11Oct 30, 2021Updated 5 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
- 基于CNN、RNN、GCN、BERT的中文文本分类☆43Jul 6, 2023Updated 3 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆267Jun 2, 2021Updated 5 years ago
- Efficient implementation of "Graph Convolutional Networks for Text Classification"☆22Jun 24, 2022Updated 4 years ago
- ☆17Jul 2, 2026Updated 3 months ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆246Apr 4, 2024Updated 2 years ago
- ☆15Sep 10, 2019Updated 7 years ago
- A Pytorch implementation of the AAAI 2018 Paper "Learning Structured Representation for Text Classification via Reinforcement Learning"☆35Apr 30, 2019Updated 7 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.
- ☆13Jan 14, 2022Updated 4 years ago
- Code, data, and models for the EMNLP 2020 paper "Learning to Fuse Sentences with Transformers for Summarization"☆16Nov 2, 2022Updated 3 years ago
- The PyTorch 1.6 and Python 3.7 implementation for the paper Semi-Supervised Classification with Graph Convolutional Networks☆16Oct 7, 2020Updated 6 years ago
- Implementation of EMNLP2020 -- Be More with Less: Hypergraph Attention Networks for Inductive Text Classification☆115Jan 9, 2021Updated 5 years ago
- Code of the paper Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling☆15Nov 15, 2020Updated 5 years ago
- Sentiment classification based on TextGCN☆13Apr 9, 2019Updated 7 years ago
- ☆35Dec 23, 2022Updated 3 years ago
- corpus and code for joint modeling of dialogue acts and sentiments in social media☆16Jan 13, 2020Updated 6 years ago
- 文本分类资源汇总,包括深度学习文本分类模型,如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IA…☆617Mar 6, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Research code and scripts used in the paper Semantic Role Labeling as Syntactic Dependency Parsing.☆15Jun 12, 2023Updated 3 years ago
- Node Classification using Graph Convolutional Networks☆14Jun 26, 2024Updated 2 years ago
- ☆19Oct 27, 2022Updated 4 years ago
- The source code of "Deep attention diffusion graph neural networks for text classification"☆13Nov 11, 2023Updated 2 years ago
- ☆11Oct 29, 2022Updated 4 years ago
- 中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。☆5,733Sep 23, 2020Updated 6 years ago
- Pytorch进行长文本分类。这里用到的网络有:FastText、TextCNN、TextRNN、TextRCNN、Transformer☆48May 27, 2020Updated 6 years ago
- [NAACL 2022] Contrastive Learning for Prompt-based Few-shot Language Learners☆22Jan 26, 2023Updated 3 years ago
- ☆17Feb 2, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆130Mar 1, 2024Updated 2 years ago
- Codes for paper "Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation" published in ECML-PKDD 2022…☆16Jul 6, 2022Updated 4 years ago
- Code and datasets for EMNLP2021 paper “STANKER: Stacking Network based on Level-grained Attention-masked BERT for Rumor Detection on Soci…☆24Nov 29, 2021Updated 4 years ago
- Text classification NLP pipeline with transformers☆26Aug 22, 2025Updated last year
- Dynamic Graph Convolutional Networks with Attention Mechanism for Rumor Detection on Social Media (PLOS ONE 2021)☆43Aug 19, 2021Updated 5 years ago
- 细粒度的情感分析(属性词提取,句法依存分析)☆37Feb 23, 2023Updated 3 years ago
- Tools to build knowledge graphs from multi-modal extractions☆12Apr 2, 2020Updated 6 years ago