A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)
☆129Jun 27, 2020Updated 5 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:
- Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification☆75Feb 4, 2022Updated 4 years ago
- Text Classification using Graph Convolutional Neural Networks and Natural Language Processing Techniques☆25Feb 4, 2025Updated last year
- ☆275Aug 6, 2025Updated 8 months 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
- Text Level Graph Neural Network for Text Classification☆48May 2, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆269Dec 25, 2019Updated 6 years ago
- Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. ICML 2020 Graph Representation Learning and Beyond (GRL+) Workshop☆30Oct 6, 2020Updated 5 years ago
- ☆10Dec 11, 2021Updated 4 years ago
- Graph Neural networks for NLP☆28Oct 8, 2020Updated 5 years ago
- [ACL 2019/AACL 2020] Second-Order Syntactic/Semantic Dependency Parsing With Mean Field Variational Inference (PyTorch)☆14Oct 22, 2020Updated 5 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆267Jun 2, 2021Updated 4 years ago
- ☆130Mar 1, 2024Updated 2 years ago
- ☆39Oct 27, 2022Updated 3 years ago
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆182Apr 25, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020☆789Mar 24, 2023Updated 3 years ago
- Source code of Graph-Bert☆505Jul 24, 2023Updated 2 years ago
- ☆10Jan 7, 2023Updated 3 years ago
- Repo for 2020 EMNLP paper "Conditional Causal Relationships between Emotions and Causes in Texts"☆14Apr 8, 2021Updated 5 years ago
- ☆13May 23, 2021Updated 4 years ago
- EvolveGCN applied to Elliptic dataset☆31Nov 23, 2021Updated 4 years ago
- This project involved the analysis of the ArXiv citation network.☆15Jan 29, 2022Updated 4 years ago
- Source code for "Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation" (IJCAI 2020)☆17Jul 25, 2024Updated last year
- FastGCN for inductive text classification☆86Jul 23, 2019Updated 6 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A Unified Syntax-aware Framework for Semantic Role Labeling☆22Oct 26, 2018Updated 7 years ago
- A PyTorch implementation of "Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation"☆56Mar 4, 2020Updated 6 years ago
- [ACL 2020] Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading☆39Dec 8, 2022Updated 3 years ago
- Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.…☆1,687Jun 24, 2024Updated last year
- 😇A curated list of links and resources for Fair ML and Data Ethics☆18May 31, 2022Updated 3 years ago
- ☆39Aug 2, 2019Updated 6 years ago
- AI Challenger 2018 阅读理解赛道代码分享☆20Dec 6, 2018Updated 7 years ago
- Hierarchical Attention Networks for Document Classification in PyTorch☆36Nov 9, 2018Updated 7 years ago
- pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch …☆82Oct 26, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]☆136May 18, 2021Updated 4 years ago
- ☆18Nov 30, 2022Updated 3 years ago
- ☆14Jul 20, 2017Updated 8 years ago
- Virtual Adversarial Training (VAT) techniques in PyTorch☆17Jul 19, 2022Updated 3 years ago
- This contains script that reimplements KAPING framework (Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Quest…☆29Mar 2, 2024Updated 2 years ago
- ☆15Apr 17, 2018Updated 8 years ago
- Transition-based Directed Graph Direction for Emotion-Cause Pair Extraction☆46May 1, 2020Updated 6 years ago