iworldtong / text_gcn.pytorchLinks
PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."
☆269Updated 5 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
Sorting:
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆132Updated 2 years ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆435Updated 3 years ago
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆180Updated last year
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆373Updated 5 years ago
- A PyTorch implementation of GraphRel☆276Updated last year
- ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks☆291Updated 2 years ago
- Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional…☆297Updated 4 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆263Updated 4 years ago
- source code of our paper presents in EMNLP 2019. https://www.aclweb.org/anthology/D19-1345/☆53Updated 5 years ago
- Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"☆457Updated 2 years ago
- The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification☆111Updated 5 years ago
- Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]☆139Updated 4 years ago
- Code for the paper ``Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model''☆174Updated 5 years ago
- ☆29Updated 4 years ago
- torchtext使用总结，从零开始逐步实现了torchtext文本预处理过程，包括截断补长，词表构建，使用预训练词向量，构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.☆176Updated 6 years ago
- FastGCN for inductive text classification☆86Updated 6 years ago
- The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions☆236Updated 4 years ago
- CNN,RNN ,Activation functions, Graph Convolutional Networks(GCN) for Text Classification☆32Updated 5 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆249Updated last year
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆102Updated 4 years ago
- ☆202Updated 2 years ago
- ☆220Updated 5 years ago
- Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)☆274Updated 5 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- This is the code for our EMNLP 2018 paper "Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation"☆236Updated 3 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆58Updated 2 years ago
- The information of computer journal☆179Updated 2 years ago
- Source code for the paper "Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network"☆120Updated 5 years ago
- Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification☆189Updated 6 years ago
- Hierarchical Attention Networks for document classification☆404Updated 3 years ago