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knowledge-graph-Relation-Extraction's Projects

aggcn icon aggcn

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

attentions icon attentions

PyTorch implementation of some attentions for Deep Learning Researchers.

bert-aggcn icon bert-aggcn

Attention Guided Graph Convolutional Networks over pretrained BERT Embeddings for Relation Extraction

cnn-relation-extraction icon cnn-relation-extraction

Tensorflow Implementation of Convolutional Neural Network for Relation Extraction (COLING 2014, NAACL 2015)

gae icon gae

Implementation of Graph Auto-Encoders in TensorFlow

gate icon gate

Graph Attention Auto-Encoders

gcn-over-pruned-trees icon gcn-over-pruned-trees

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

lstm-er icon lstm-er

Implementation of End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures in ACL2016.

medcat icon medcat

Medical Concept Annotation Tool

nary-grn icon nary-grn

Code regarding to our paper "N-ary Relation Extraction using Graph State LSTM"

tacred-relation icon tacred-relation

PyTorch implementation of the position-aware attention model for relation extraction

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