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Relation Extraction with Self-determined Graph Convolutional Network

2 August 2020

Papers citing "Relation Extraction with Self-determined Graph Convolutional Network"

20 / 20 papers shown

Title
Attention Guided Graph Convolutional Networks for Relation Extraction Zhijiang Guo Yan Zhang Wei Lu GNN 97 411 0 18 Jun 2019
Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network Sunil Kumar Sahu Fenia Christopoulou Makoto Miwa Sophia Ananiadou GNN 51 189 0 11 Jun 2019
Simplifying Graph Convolutional Networks Felix Wu Tianyi Zhang Amauri Souza Christopher Fifty Tao Yu Kilian Q. Weinberger GNN 254 3,188 0 19 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction Yuhao Zhang Peng Qi Christopher D. Manning GNN 141 727 0 26 Sep 2018
Graph Convolutional Networks for Text Classification Liang Yao Chengsheng Mao Yuan Luo GNN 116 1,830 0 15 Sep 2018
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 526 1,991 0 09 Jun 2018
Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks Diego Marcheggiani Jasmijn Bastings Ivan Titov GNN NAI 108 188 0 23 Apr 2018
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction Pat Verga Emma Strubell Andrew McCallum 88 256 0 28 Feb 2018
Cross-Sentence N-ary Relation Extraction with Graph LSTMs Nanyun Peng Hoifung Poon Chris Quirk Kristina Toutanova Wen-tau Yih 73 512 0 12 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 832 132,725 0 12 Jun 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN NAI 83 833 0 14 Mar 2017
Drug-Drug Interaction Extraction from Biomedical Text Using Long Short Term Memory Network Sunil Kumar Sahu Ashish Anand 106 136 0 28 Jan 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 693 29,220 0 09 Sep 2016
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures Makoto Miwa Joey Tianyi Zhou 158 1,190 0 05 Jan 2016
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path Xu Yan Lili Mou Ge Li Yunchuan Chen Hao Peng Zhi Jin 66 660 0 15 Aug 2015
Relation Classification via Recurrent Neural Network Dongxu Zhang Dong Wang 104 347 0 05 Aug 2015
A Dependency-Based Neural Network for Relation Classification Yang Liu Furu Wei Sujian Li Heng Ji M. Zhou Houfeng Wang 72 231 0 16 Jul 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 146 3,123 0 28 Feb 2015
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 659 13,438 0 25 Aug 2014