Uncover the Ground-Truth Relations in Distant Supervision: A Neural
Expectation-Maximization Framework

Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework

12 September 2019

Papers citing "Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework"

12 / 12 papers shown

Title
Reinforcement Learning for Relation Classification from Noisy Data Jun Feng Minlie Huang Li Zhao Yang Yang Xiaoyan Zhu NoLa 56 341 0 24 Aug 2018
DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction Pengda Qin Weiran Xu William Yang Wang 75 157 0 24 May 2018
Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning Pengda Qin Weiran Xu William Yang Wang 43 221 0 24 May 2018
Weakly-supervised Relation Extraction by Pattern-enhanced Embedding Learning Meng Qu Xiang Ren Yu Zhang Jiawei Han 43 51 0 09 Nov 2017
Neural Expectation Maximization Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 122 286 0 11 Aug 2017
Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix Bingfeng Luo Yansong Feng Zheng Wang Zhanxing Zhu Songfang Huang Rui Yan Dongyan Zhao 61 86 0 11 May 2017
Jointly Extracting Relations with Class Ties via Effective Deep Ranking Hai Ye Wen-Han Chao Zhunchen Luo Zhoujun Li 51 40 0 22 Dec 2016
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures Makoto Miwa Joey Tianyi Zhou 132 1,188 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 61 658 0 15 Aug 2015
A Dependency-Based Neural Network for Relation Classification Yang Liu Furu Wei Sujian Li Heng Ji M. Zhou Houfeng Wang 48 231 0 16 Jul 2015
Classifying Relations by Ranking with Convolutional Neural Networks Cicero Nogueira dos Santos Bing Xiang Bowen Zhou 73 578 0 24 Apr 2015
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 143 6,626 0 22 Dec 2012