End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures

5 January 2016

Papers citing "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures"

50 / 324 papers shown

Title
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations Meishan Zhang Zhenghua Li Guohong Fu Min Zhang 27 55 0 08 May 2019
Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction Mingming Sun Xu Li Xin Wang M. Fan Yue Feng Ping Li 37 56 0 29 Apr 2019
Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks Shuailong Liang Olivia Nicol Yue Zhang FAtt 11 4 0 24 Apr 2019
Multi-Task Learning for Argumentation Mining Tobias Kahse 22 4 0 23 Apr 2019
A General Framework for Information Extraction using Dynamic Span Graphs Yi Luan David Wadden Luheng He A. Shah Mari Ostendorf Hannaneh Hajishirzi 25 314 0 05 Apr 2019
CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition Yuying Zhu Guoxin Wang Börje F. Karlsson 19 117 0 03 Apr 2019
Towards Time-Aware Distant Supervision for Relation Extraction Tianwen Jiang Sendong Zhao Jing Liu Jin-ge Yao Ming Liu Bing Qin Ting Liu Chin-Yew Lin 14 1 0 08 Mar 2019
Relation Extraction using Explicit Context Conditioning Gaurav Singh Parminder Bhatia 14 18 0 25 Feb 2019
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading Bishan Yang Tom Michael Mitchell 29 246 0 25 Feb 2019
A Walk-based Model on Entity Graphs for Relation Extraction Fenia Christopoulou Makoto Miwa Sophia Ananiadou GNN 14 98 0 19 Feb 2019
Graph Neural Networks with Generated Parameters for Relation Extraction Hao Zhu Yankai Lin Zhiyuan Liu Jie Fu Tat-Seng Chua Maosong Sun 26 124 0 02 Feb 2019
High-Fidelity Vector Space Models of Structured Data Mayank Agarwal Achille Fokoue Maria Chang Pavan Kapanipathi Ryan Musa Constantine Nakos Lingfei Wu Kenneth D. Forbus Michael Witbrock NAI 22 0 0 09 Jan 2019
End-to-end neural relation extraction using deep biaffine attention Dat Quoc Nguyen Karin Verspoor 30 78 0 29 Dec 2018
Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding Changsen Yuan Heyan Huang Chong Feng Xiao Liu Xiaochi Wei 11 33 0 22 Dec 2018
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 40 5,416 0 20 Dec 2018
TechKG: A Large-Scale Chinese Technology-Oriented Knowledge Graph Feiliang Ren Yining Hou Yan Li Lingfeng Pan Yi Zhang ... Yongkang Liu Yu Guo Rongsheng Zhao Ruicheng Ming Huiming Wu 18 2 0 17 Dec 2018
Approach for Semi-automatic Construction of Anti-infective Drug Ontology Based on Entity Linking Desi Wen Yong-Jin Liu Kaiqi Yuan Shangchun Si Ying Shen 17 14 0 05 Dec 2018
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks Victor Sanh Thomas Wolf Sebastian Ruder 22 233 0 14 Nov 2018
Multi-labeled Relation Extraction with Attentive Capsule Network Xinsong Zhang Pengshuai Li Weijia Jia Zhao Hai 34 67 0 11 Nov 2018
A Hierarchical Framework for Relation Extraction with Reinforcement Learning Ryuichi Takanobu Tianyang Zhang Jiexi Liu Minlie Huang 35 223 0 09 Nov 2018
DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction Shun Zheng Xu Han Yankai Lin Fei He Lu Chen Ling Huang Liang Li Wenyuan Xu 6 2 0 06 Nov 2018
Relation Mention Extraction from Noisy Data with Hierarchical Reinforcement Learning Jun Feng Minlie Huang Yijie Zhang Yang Yang Xiaoyan Zhu 17 9 0 03 Nov 2018
Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction Angrosh Mandya Danushka Bollegala Frans Coenen Katie Atkinson 11 16 0 02 Nov 2018
GraphIE: A Graph-Based Framework for Information Extraction Yujie Qian Enrico Santus Zhijing Jin Jiang Guo Regina Barzilay GNN 18 113 0 31 Oct 2018
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction Yuhao Zhang Peng Qi Christopher D. Manning GNN 11 723 0 26 Sep 2018
End-to-End Argument Mining for Discussion Threads Based on Parallel Constrained Pointer Architecture Gaku Morio K. Fujita LRM 4 23 0 03 Sep 2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 67 668 0 29 Aug 2018
N-ary Relation Extraction using Graph State LSTM Linfeng Song Yue Zhang Zhiguo Wang D. Gildea 23 165 0 28 Aug 2018
Predefined Sparseness in Recurrent Sequence Models T. Demeester Johannes Deleu Fréderic Godin Chris Develder 21 3 0 27 Aug 2018
Scientific Relation Extraction with Selectively Incorporated Concept Embeddings Yi Luan Mari Ostendorf Hannaneh Hajishirzi 11 0 0 26 Aug 2018
Reinforcement Learning for Relation Classification from Noisy Data Jun Feng Minlie Huang Li Zhao Yang Yang Xiaoyan Zhu NoLa 22 340 0 24 Aug 2018
Adversarial training for multi-context joint entity and relation extraction Giannis Bekoulis Johannes Deleu T. Demeester Chris Develder GAN 27 174 0 21 Aug 2018
Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning Tianyi Liu Xinsong Zhang Wanhao Zhou Weijia Jia 15 60 0 21 Aug 2018
Lexicosyntactic Inference in Neural Models Aaron Steven White Rachel Rudinger Kyle Rawlins Benjamin Van Durme 17 37 0 19 Aug 2018
LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation Pankaj Gupta Hinrich Schütze 19 16 0 05 Aug 2018
Convolutional Gated Recurrent Units for Medical Relation Classification Bin He Y. Guan Rui Dai MedIm 14 12 0 29 Jul 2018
Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network Qi Wang Jiahui Qiu Yangming Zhou Tong Ruan Daqi Gao Ju Gao 32 10 0 18 Jul 2018
Feature Assisted bi-directional LSTM Model for Protein-Protein Interaction Identification from Biomedical Texts S. Yadav A. Kumar Asif Ekbal S. Saha P. Bhattacharyya 18 10 0 05 Jul 2018
Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text Yue Liu Tongtao Zhang Zhicheng Liang Heng Ji D. McGuinness 3DV 14 20 0 04 Jul 2018
Denoising Distant Supervision for Relation Extraction via Instance-Level Adversarial Training Xu Han Zhiyuan Liu Maosong Sun 33 16 0 28 May 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings Dat Quoc Nguyen Karin Verspoor NAI MedIm 16 46 0 27 May 2018
Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation Huaishao Luo Tianrui Li Bing-Quan Liu Bin Wang H. Unger 27 78 0 21 May 2018
Classifying medical relations in clinical text via convolutional neural networks Bin He Y. Guan Rui Dai 24 66 0 17 May 2018
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling Luheng He Kenton Lee Omer Levy Luke Zettlemoyer 19 188 0 12 May 2018
Joint entity recognition and relation extraction as a multi-head selection problem Giannis Bekoulis Johannes Deleu Thomas Demeester Chris Develder 22 371 0 20 Apr 2018
ClaiRE at SemEval-2018 Task 7 - Extended Version Lena Hettinger Alexander Dallmann Albin Zehe Thomas Niebler Andreas Hotho 19 1 0 16 Apr 2018
GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification Sean MacAvaney Luca Soldaini Arman Cohan Nazli Goharian 19 5 0 15 Apr 2018
Neural models of factuality Rachel Rudinger Aaron Steven White Benjamin Van Durme 12 86 0 06 Apr 2018
Neural Architectures for Open-Type Relation Argument Extraction Benjamin Roth Costanza Conforti Nina Poerner Sanjeev Kumar Karn Hinrich Schütze BDL 19 13 0 05 Mar 2018
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction Pat Verga Emma Strubell Andrew McCallum 27 255 0 28 Feb 2018