Cross-Sentence N-ary Relation Extraction with Graph LSTMs

Cross-Sentence N-ary Relation Extraction with Graph LSTMs

12 August 2017

Kristina Toutanova

Papers citing "Cross-Sentence N-ary Relation Extraction with Graph LSTMs"

13 / 13 papers shown

Title
Distant Supervision for Relation Extraction beyond the Sentence Boundary Chris Quirk Hoifung Poon 31 228 0 15 Sep 2016
Neural Semantic Role Labeling with Dependency Path Embeddings Michael Roth Mirella Lapata 39 189 0 24 May 2016
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 135 2,338 0 09 May 2016
Semantic Object Parsing with Graph LSTM Xiaodan Liang Xiaohui Shen Jiashi Feng Liang Lin Shuicheng Yan 150 354 0 23 Mar 2016
Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation Yan Xu Ran Jia Lili Mou Ge Li Yunchuan Chen Yangyang Lu Zhi Jin 29 211 0 14 Jan 2016
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures Makoto Miwa Joey Tianyi Zhou 112 1,186 0 05 Jan 2016
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 275 3,271 0 17 Nov 2015
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path Xu Yan Lili Mou Ge Li Yunchuan Chen Hao Peng Zhi Jin 42 655 0 15 Aug 2015
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling Kun Xu Yansong Feng Songfang Huang Dongyan Zhao 41 295 0 25 Jun 2015
Classifying Relations by Ranking with Convolutional Neural Networks Cicero Nogueira dos Santos Bing Xiang Bowen Zhou 42 577 0 24 Apr 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 115 3,117 0 28 Feb 2015
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 167 8,503 0 22 Mar 2013
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 134 5,318 0 21 Nov 2012