Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey

31 March 2021

Papers citing "Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey"

31 / 81 papers shown

Title
DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction Pengda Qin Weiran Xu William Yang Wang 52 156 0 24 May 2018
Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning Pengda Qin Weiran Xu William Yang Wang 23 219 0 24 May 2018
Joint entity recognition and relation extraction as a multi-head selection problem Giannis Bekoulis Johannes Deleu Thomas Demeester Chris Develder 60 372 0 20 Apr 2018
Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention Sharmistha Jat Siddhesh Khandelwal Partha P. Talukdar 25 119 0 19 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 44 11,520 0 15 Feb 2018
Relation Extraction : A Survey Sachin Sharad Pawar Girish Keshav Palshikar P. Bhattacharyya 30 124 0 14 Dec 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 220 19,902 0 30 Oct 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 66 508 0 17 Oct 2017
Scientific Information Extraction with Semi-supervised Neural Tagging Yi Luan Mari Ostendorf Hannaneh Hajishirzi 41 94 0 21 Aug 2017
Cross-Sentence N-ary Relation Extraction with Graph LSTMs Nanyun Peng Hoifung Poon Chris Quirk Kristina Toutanova Wen-tau Yih 26 509 0 12 Aug 2017
Zero-Shot Relation Extraction via Reading Comprehension Omer Levy Minjoon Seo Eunsol Choi Luke Zettlemoyer ReLM 52 680 0 13 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 223 129,831 0 12 Jun 2017
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme Suncong Zheng Feng Wang Hongyun Bao Yuexing Hao P. Zhou Bo Xu 3DV 62 614 0 07 Jun 2017
A Survey of Deep Learning Methods for Relation Extraction Shantanu Kumar 31 113 0 10 May 2017
Drug-Drug Interaction Extraction from Biomedical Text Using Long Short Term Memory Network Sunil Kumar Sahu Ashish Anand 48 135 0 28 Jan 2017
Noise Mitigation for Neural Entity Typing and Relation Extraction Yadollah Yaghoobzadeh Heike Adel Hinrich Schütze 10 66 0 22 Dec 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 88 2,088 0 05 Nov 2016
CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases Xiang Ren Zeqiu Wu Wenqi He Meng Qu Clare R. Voss Heng Ji Tarek Abdelzaher Jiawei Han 34 298 0 27 Oct 2016
Distant Supervision for Relation Extraction beyond the Sentence Boundary Chris Quirk Hoifung Poon 20 228 0 15 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 305 28,795 0 09 Sep 2016
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia D. Hewlett Alexandre Lacoste Llion Jones Illia Polosukhin Andrew Fandrianto Jay Han Matthew Kelcey David Berthelot RALM 50 138 0 11 Aug 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 185 3,999 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 60 2,643 0 04 Mar 2016
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures Makoto Miwa Joey Tianyi Zhou 80 1,184 0 05 Jan 2016
Named Entity Recognition with Bidirectional LSTM-CNNs Jason P. C. Chiu Eric Nichols 60 1,890 0 26 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 24 655 0 15 Aug 2015
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 139 3,999 0 09 Aug 2015
A Dependency-Based Neural Network for Relation Classification Yang Liu Furu Wei Sujian Li Heng Ji M. Zhou Houfeng Wang 28 231 0 16 Jul 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 76 3,114 0 28 Feb 2015
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 80 6,748 0 03 Sep 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 195 33,445 0 16 Oct 2013