Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification
☆74Feb 4, 2022Updated 4 years ago
Alternatives and similar repositories for GNN-for-text-classification
Users that are interested in GNN-for-text-classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)☆131Jun 27, 2020Updated 6 years ago
- Text Level Graph Neural Network for Text Classification☆48May 2, 2021Updated 5 years ago
- Graph Convolutional Networks for Text Classification. AAAI 2019☆1,391Dec 29, 2021Updated 4 years ago
- Text Classification using Graph Convolutional Neural Networks and Natural Language Processing Techniques☆26Jul 8, 2026Updated 3 months ago
- This GitHub repository provides an implementation of the paper "MAGNET: Multi-Label Text Classification using Attention-based Graph Neura…☆20Nov 2, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- An efficient and simplify re-implement TextGCN with Pytorch-geometric.☆13Jul 19, 2021Updated 5 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆267Jun 2, 2021Updated 5 years ago
- DemoKG is a knowledge graph tutorials for students and researchers. The tutorials include related topics suchas SPO triple preparation, G…☆12Dec 11, 2023Updated 2 years ago
- Label-Representative Graph Convolutional Network for Multi-Label Text Classification☆18Sep 20, 2022Updated 4 years ago
- Graph Neural networks for NLP☆28Oct 8, 2020Updated 6 years ago
- Uncovering User Interest from Biased and Noised Watch Time in Video Recommendation. In Recsys23.☆11Jul 18, 2023Updated 3 years ago
- ☆15Apr 6, 2020Updated 6 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
- Library of state-of-the-art models (PyTorch) for NLP tasks☆110Jul 25, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Website for release of TellMeWhy dataset for why question answering☆15Nov 11, 2022Updated 3 years ago
- [AAAI 2022] Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification☆32Nov 25, 2024Updated last year
- ## 数据挖掘流程 **（一）数据读取** - 读取数据，并进行展示 - 统计数据各项指标 - 明确数据规模与要完成的任务 **（二）特征理解分析** - 单特征分析，逐个变量分析其对结果 的影响 - 多变量统计分析，综合考虑多种情况影响 - 统计绘图得…☆10Mar 11, 2020Updated 6 years ago
- 开课吧&后厂理工学院_百度NLP项目2：试题数据集多标签文本分类 Models: FastText TextCNN GCN BERT et al.☆48Dec 18, 2019Updated 6 years ago
- Hierarchical Attention Networks for Document Classification☆11Dec 8, 2022Updated 3 years ago
- ☆11Dec 23, 2021Updated 4 years ago
- Network Flows Optimization - Shortest Path, Max Flow and Min Cost Flow Algorithms in Python☆11Sep 13, 2019Updated 7 years ago
- source code of our paper presents in EMNLP 2019. https://www.aclweb.org/anthology/D19-1345/☆52Nov 10, 2019Updated 6 years ago
- The official implementation of "DVR: Micro-Video Recommendation Optimizing Watch-Time-Gain under Duration Bias" (MM '22)☆17Oct 15, 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.
- SimCSE☆15Oct 1, 2022Updated 4 years ago
- AAAI2024 Global Competition on Math Problem Solving and Reasoning☆15Oct 4, 2023Updated 3 years ago
- 一个基于transformers的自定义命名实体识别模型示例☆17Jul 4, 2021Updated 5 years ago
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆132Sep 24, 2023Updated 3 years ago
- ☆41Jul 6, 2023Updated 3 years ago
- Given the Live on board data of various drivers, a score corresponding to each driver is to be formulated, which will help insurance comp…☆11Sep 13, 2018Updated 8 years ago
- Source code for paper "Generative Flow Network for Listwise Recommendation"☆18Nov 8, 2024Updated last year
- ☆130Mar 1, 2024Updated 2 years ago
- Natural Language Processing for Multiclass Classification: A repository containing NLP techniques for multiclass classification of text d…☆30Mar 16, 2025Updated last year
- 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.
- Python的音频工具☆16Dec 5, 2025Updated 10 months ago
- It is about how to load and aggregate pretrained word embeddings in pytorch, e.g., ELMo\BERT\XLNET.☆12Mar 2, 2020Updated 6 years ago
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆45Feb 21, 2023Updated 3 years ago
- ☆38Apr 26, 2022Updated 4 years ago
- Text generation using language models with multiple exit heads☆16Oct 11, 2026Updated 3 weeks ago
- Docker-compose configuration for quick deployment of jaeger using as a Elasticsearch as a storage☆14Jun 4, 2018Updated 8 years ago
- Investigating Rumor News using Agreement-Aware Search☆12Feb 25, 2018Updated 8 years ago