qipeng / gcn-over-pruned-trees
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)
☆372Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for gcn-over-pruned-trees
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆434Updated 2 years ago
- A PyTorch implementation of GraphRel☆271Updated 11 months ago
- ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks☆290Updated last year
- PyTorch implementation of the position-aware attention model for relation extraction☆358Updated 7 months ago
- Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)☆271Updated 4 years ago
- Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"☆454Updated last year
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆180Updated 6 months ago
- Graph Convolutional neural network named entity recognition☆136Updated 7 years ago
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆264Updated 4 years ago
- Joint Neural Relation Extraction with Text and KGs☆190Updated 2 years ago
- Release for acl18 paper "Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism"☆197Updated last year
- Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]☆141Updated 3 years ago
- This is the code for our EMNLP 2018 paper "Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation"☆235Updated 2 years ago
- ☆268Updated last year
- A neural architecture for relation extraction task implemented in Tensorflow.☆94Updated 6 years ago
- Reinforcement Learning for Relation Classification from Noisy Data(TensorFlow)☆154Updated 5 years ago
- EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information☆247Updated last year
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆288Updated 3 years ago
- Knowledge Graph Embedding Based Question Answering☆156Updated last year
- A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling☆190Updated 3 years ago
- Code for ACL19 paper: Dynamically Fused Graph Network for Multihop Reasoning☆190Updated last year
- Code for "Text Generation from Knowledge Graphs with Graph Transformers"☆517Updated last year
- The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions☆235Updated 3 years ago
- Distantly Supervised Relation Extraction☆419Updated 4 years ago
- Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018)…☆413Updated 3 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆246Updated 7 months ago
- Neural Relation Extraction implemented in PyTorch☆219Updated 6 years ago
- Code associated with the paper **Two are Better Than One: Joint Entity and Relation Extraction with Table-Sequence Encoders**, at EMNLP 2…☆196Updated 2 years ago
- ☆182Updated 4 years ago