PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."
☆269Dec 25, 2019Updated 6 years ago
Alternatives and similar repositories for text_gcn.pytorch
Users that are interested in text_gcn.pytorch 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 for Text Classification. AAAI 2019☆1,392Dec 29, 2021Updated 4 years ago
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆132Sep 24, 2023Updated 2 years 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
- Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification☆75Feb 4, 2022Updated 4 years ago
- FastGCN for inductive text classification☆86Jul 23, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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
- A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)☆129Jun 27, 2020Updated 5 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆267Jun 2, 2021Updated 4 years ago
- Text Classification using Graph Convolutional Neural Networks and Natural Language Processing Techniques☆25Feb 4, 2025Updated last year
- ☆36Oct 1, 2020Updated 5 years ago
- ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks☆291Mar 24, 2023Updated 3 years ago
- Code for paper "Self-training Method Based on GCN for Semi-supervised Short Text Classification"☆11Oct 30, 2021Updated 4 years ago
- Graph Convolution Network for PyTorch☆408May 2, 2019Updated 7 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.
- PyTorch implementation of "TALL: Temporal Activity Localization via Language Query. Gao et al. ICCV2017."☆14Apr 20, 2019Updated 7 years ago
- ☆275Aug 6, 2025Updated 9 months ago
- Pytorch Implementation of Graph Convolutional Neural Networks☆111Jul 28, 2017Updated 8 years ago
- CNN,RNN ,Activation functions, Graph Convolutional Networks(GCN) for Text Classification☆32Feb 5, 2020Updated 6 years ago
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆372Jul 29, 2020Updated 5 years ago
- A list of recent papers about Graph Neural Network methods applied in NLP areas.☆905May 9, 2023Updated 3 years ago
- finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet☆27Nov 25, 2020Updated 5 years ago
- ☆61Sep 28, 2020Updated 5 years ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆435Mar 22, 2022Updated 4 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.
- AAAI2020-The official implementation of "Learning Cross-modal Context Graph for Visual Grounding"☆58Oct 25, 2021Updated 4 years ago
- Implementation for AAAI workshop 2022☆14Apr 2, 2022Updated 4 years ago
- Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)☆3,121Jul 6, 2023Updated 2 years ago
- Code for the paper ``Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model''☆173Dec 19, 2019Updated 6 years ago
- official implementation for the paper "Simplifying Graph Convolutional Networks"☆849Dec 13, 2021Updated 4 years ago
- Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]☆136May 18, 2021Updated 4 years ago
- A preprocessing and training code for DialogueGCN on Dailydialogue and Mastodon dataset. Use Bert base to preprocess the sentences. Based…☆29Oct 6, 2021Updated 4 years ago
- 中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。☆5,733Sep 23, 2020Updated 5 years ago
- "Few-shot Text Classification with Distributional Signatures" ICLR 2020☆260Dec 17, 2020Updated 5 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.
- Graph Convolutional Networks in PyTorch☆5,398Sep 20, 2020Updated 5 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆248Apr 4, 2024Updated 2 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Dec 15, 2019Updated 6 years ago
- Multi-class Classification with fine-tuned BERT & GNN☆46Sep 7, 2021Updated 4 years ago
- ☆10Apr 16, 2021Updated 5 years ago
- this repository contains the source code for the ACL 2019 paper "Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine…☆37Nov 29, 2019Updated 6 years ago
- ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"☆25Dec 30, 2018Updated 7 years ago