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
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☆1,390Dec 29, 2021Updated 4 years ago
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆269Dec 25, 2019Updated 6 years ago
- ☆276Aug 6, 2025Updated 7 months ago
- A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)☆129Jun 27, 2020Updated 5 years ago
- Code for paper "Self-training Method Based on GCN for Semi-supervised Short Text Classification"☆12Oct 30, 2021Updated 4 years ago
- Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification☆75Feb 4, 2022Updated 4 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"☆181Apr 25, 2024Updated last year
- FastGCN for inductive text classification☆86Jul 23, 2019Updated 6 years ago
- Efficient implementation of "Graph Convolutional Networks for Text Classification"☆22Jun 24, 2022Updated 3 years ago
- ☆15Aug 6, 2025Updated 7 months 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
- 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
- A rough re-implement of Text Level Graph Neural Network for Text Classification☆36Sep 12, 2020Updated 5 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
- ☆17Feb 2, 2024Updated 2 years ago
- Label-Representative Graph Convolutional Network for Multi-Label Text Classification☆18Sep 20, 2022Updated 3 years ago
- The source code of "Deep attention diffusion graph neural networks for text classification"☆13Nov 11, 2023Updated 2 years ago
- Sentiment classification based on TextGCN☆13Apr 9, 2019Updated 6 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆103Feb 17, 2021Updated 5 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆248Apr 4, 2024Updated last year
- Research code and scripts used in the paper Semantic Role Labeling as Syntactic Dependency Parsing.☆15Jun 12, 2023Updated 2 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 5 years ago
- Implementation of ACL-2021 paper: Cross-lingual Text Classification with Heterogeneous Graph Neural Network.☆30May 25, 2021Updated 4 years ago
- ☆20Oct 27, 2022Updated 3 years ago
- 中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。☆5,709Sep 23, 2020Updated 5 years ago
- Transformer encoder-decoder for emotion detection in dialogues☆62Mar 23, 2023Updated 2 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…☆611Mar 6, 2022Updated 4 years ago
- Node Classification using Graph Convolutional Networks☆14Jun 26, 2024Updated last year
- 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 5 years ago
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆132Sep 24, 2023Updated 2 years ago
- Text Level Graph Neural Network for Text Classification☆48May 2, 2021Updated 4 years ago
- ☆29Feb 25, 2021Updated 5 years ago
- 使用Bert，ERNIE，进行中文文本分类☆4,405Jun 28, 2024Updated last year