iworldtong / text_gcn.pytorchLinks
PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."
☆267Updated 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"☆131Updated last year
- 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)☆374Updated 4 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆262Updated 4 years ago
- ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks☆291Updated 2 years ago
- The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification☆112Updated 4 years ago
- A rough re-implement of Text Level Graph Neural Network for Text Classification☆36Updated 4 years ago
- Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional…☆299Updated 4 years ago
- A PyTorch implementation of GraphRel☆275Updated last year
- Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]☆141Updated 4 years ago
- source code of our paper presents in EMNLP 2019. https://www.aclweb.org/anthology/D19-1345/☆53Updated 5 years ago
- FastGCN for inductive text classification☆85Updated 5 years ago
- ☆272Updated 2 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆246Updated last year
- ☆218Updated 4 years ago
- Code for the paper ``Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model''☆174Updated 5 years ago
- Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)☆274Updated 4 years ago
- Graph Convolutional Networks for Text Classification. AAAI 2019☆1,377Updated 3 years ago
- Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"☆191Updated 10 months ago
- The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions☆236Updated 4 years ago
- This is the code for our EMNLP 2018 paper "Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation"☆236Updated 2 years ago
- A list of recent papers about Graph Neural Network methods applied in NLP areas.☆908Updated 2 years ago
- This is the code for ACL paper "Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network"☆109Updated 5 years ago
- Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"☆458Updated 2 years ago
- Source code for the paper "Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network"☆119Updated 5 years ago
- ☆201Updated 2 years ago
- Code for ACL19 paper: Dynamically Fused Graph Network for Multihop Reasoning☆191Updated 2 years ago
- Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.☆163Updated 7 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆103Updated 4 years ago