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 5 years ago
- ☆274Aug 6, 2025Updated 11 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
- Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification☆75Feb 4, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆38Oct 27, 2022Updated 3 years ago
- 基于CNN、RNN、GCN、BERT的中文文本分类☆43Jul 6, 2023Updated 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
- 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 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
- A Pytorch implementation of the AAAI 2018 Paper "Learning Structured Representation for Text Classification via Reinforcement Learning"☆35Apr 30, 2019Updated 7 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.
- ☆17May 31, 2021Updated 5 years ago
- Implementation of EMNLP2020 -- Be More with Less: Hypergraph Attention Networks for Inductive Text Classification☆114Jan 9, 2021Updated 5 years ago
- The PyTorch 1.6 and Python 3.7 implementation for the paper Semi-Supervised Classification with Graph Convolutional Networks☆16Oct 7, 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
- corpus and code for joint modeling of dialogue acts and sentiments in social media☆16Jan 13, 2020Updated 6 years ago
- ☆35Dec 23, 2022Updated 3 years ago
- 汽车行业用户观点主题及情感识别☆24Jul 30, 2020Updated 5 years ago
- Sentiment classification based on TextGCN☆13Apr 9, 2019Updated 7 years ago
- ☆16Feb 2, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆103Feb 17, 2021Updated 5 years ago
- Label-Representative Graph Convolutional Network for Multi-Label Text Classification☆18Sep 20, 2022Updated 3 years ago
- Research code and scripts used in the paper Semantic Role Labeling as Syntactic Dependency Parsing.☆15Jun 12, 2023Updated 3 years ago
- ☆11Oct 29, 2022Updated 3 years ago
- Node Classification using Graph Convolutional Networks☆14Jun 26, 2024Updated 2 years ago
- ☆20Oct 27, 2022Updated 3 years ago
- Implementation of ACL-2021 paper: Cross-lingual Text Classification with Heterogeneous Graph Neural Network.☆30May 25, 2021Updated 5 years ago
- [NAACL 2022] Contrastive Learning for Prompt-based Few-shot Language Learners☆22Jan 26, 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
- 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.
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆132Sep 24, 2023Updated 2 years ago
- Text classification NLP pipeline with transformers☆26Aug 22, 2025Updated 11 months ago
- Text Level Graph Neural Network for Text Classification☆48May 2, 2021Updated 5 years ago
- 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
- 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
- Dynamic Graph Convolutional Networks with Attention Mechanism for Rumor Detection on Social Media (PLOS ONE 2021)☆43Aug 19, 2021Updated 4 years ago
- Codes for paper "Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation" published in ECML-PKDD 2022…☆17Jul 6, 2022Updated 4 years ago