malllabiisc / WordGCNLinks
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
☆291Updated 2 years ago
Alternatives and similar repositories for WordGCN
Users that are interested in WordGCN are comparing it to the libraries listed below
Sorting:
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆373Updated 5 years ago
- Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]☆139Updated 4 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
- ☆128Updated last year
- PyTorch implementation of the position-aware attention model for relation extraction☆360Updated last year
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆132Updated 2 years ago
- Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"☆190Updated last year
- Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)☆274Updated 5 years ago
- Code for "Text Generation from Knowledge Graphs with Graph Transformers"☆526Updated 2 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆249Updated last year
- Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"☆457Updated 2 years ago
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆269Updated 5 years ago
- A PyTorch implementation of GraphRel☆276Updated last year
- Graph Convolutional neural network named entity recognition☆136Updated 7 years ago
- ☆128Updated 7 years ago
- Code regarding to our paper "N-ary Relation Extraction using Graph State LSTM"☆94Updated 5 years ago
- FastGCN for inductive text classification☆86Updated 6 years ago
- Code for ACL19 paper: Dynamically Fused Graph Network for Multihop Reasoning☆191Updated 2 years ago
- ☆266Updated 2 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆143Updated 2 years ago
- Accompanying code for our COLING 2018 paper "Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering"☆174Updated 5 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆139Updated 4 years ago
- The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"☆153Updated 6 years ago
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆246Updated 3 years ago
- EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information☆248Updated 2 years ago
- Text Level Graph Neural Network for Text Classification☆47Updated 4 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆121Updated 5 years ago
- Knowledge Graph Embedding Based Question Answering☆156Updated 2 years ago
- This is the code for ACL paper "Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network"☆110Updated 6 years ago