The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification
☆110Oct 7, 2020Updated 5 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:
- An efficient and simplify re-implement TextGCN with Pytorch-geometric.☆13Jul 19, 2021Updated 4 years ago
- Graph Convolutional Networks for Text Classification. AAAI 2019☆1,392Dec 29, 2021Updated 4 years ago
- ☆274Aug 6, 2025Updated 10 months ago
- A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)☆129Jun 27, 2020Updated 6 years ago
- Code for paper "Self-training Method Based on GCN for Semi-supervised Short Text Classification"☆11Oct 30, 2021Updated 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.
- ☆38Oct 27, 2022Updated 3 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆266Jun 2, 2021Updated 5 years ago
- 基于CNN、RNN、GCN、BERT的中文文本分类☆44Jul 6, 2023Updated 2 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
- FastGCN for inductive text classification☆86Jul 23, 2019Updated 6 years ago
- Efficient implementation of "Graph Convolutional Networks for Text Classification"☆22Jun 24, 2022Updated 4 years ago
- ☆17Jun 10, 2026Updated 2 weeks ago
- implementation for Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering☆10Mar 17, 2022Updated 4 years ago
- ☆10Jan 13, 2022Updated 4 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.
- A Pytorch implementation of the AAAI 2018 Paper "Learning Structured Representation for Text Classification via Reinforcement Learning"☆35Apr 30, 2019Updated 7 years ago
- Implementation of EMNLP2020 -- Be More with Less: Hypergraph Attention Networks for Inductive Text Classification☆114Jan 9, 2021Updated 5 years ago
- A rough re-implement of Text Level Graph Neural Network for Text Classification☆36Sep 12, 2020Updated 5 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
- Label-Representative Graph Convolutional Network for Multi-Label Text Classification☆18Sep 20, 2022Updated 3 years ago
- Code of the paper Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling☆15Nov 15, 2020Updated 5 years ago
- The source code of "Deep attention diffusion graph neural networks for text classification"☆13Nov 11, 2023Updated 2 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆103Feb 17, 2021Updated 5 years ago
- Research code and scripts used in the paper Semantic Role Labeling as Syntactic Dependency Parsing.☆15Jun 12, 2023Updated 3 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.
- 汽车行业用户观点主题及情感识别☆24Jul 30, 2020Updated 5 years ago
- ☆11Oct 29, 2022Updated 3 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
- Implementation of ACL-2021 paper: Cross-lingual Text Classification with Heterogeneous Graph Neural Network.☆30May 25, 2021Updated 5 years ago
- ☆20Oct 27, 2022Updated 3 years ago
- Transformer encoder-decoder for emotion detection in dialogues☆62Mar 23, 2023Updated 3 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…☆614Mar 6, 2022Updated 4 years ago
- ☆30Jun 25, 2020Updated 6 years ago
- Text classification NLP pipeline with transformers☆26Aug 22, 2025Updated 10 months 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.
- 基于Pytorch实现的一些经典自然语言处理模型中文短文本分类任务,包含TextCNN,TextRCNN,FastText,BERT,ROBERT以及ERNIE☆54Jun 29, 2020Updated 6 years ago
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆132Sep 24, 2023Updated 2 years ago
- ☆29Feb 25, 2021Updated 5 years ago
- 使用Bert,ERNIE,进行中文文本分类☆4,446Jun 28, 2024Updated 2 years ago
- Dynamic Graph Convolutional Networks with Attention Mechanism for Rumor Detection on Social Media (PLOS ONE 2021)☆42Aug 19, 2021Updated 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
- Official resources of "Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification" (ACL 2023 long).☆28Jul 30, 2023Updated 2 years ago