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"

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Title
SMARTe: Slot-based Method for Accountable Relational Triple extraction Xue Wen Tan Stanley Kok 43 0 0 17 Apr 2025
Deep Neural Networks for Relation Extraction Tapas Nayak GNN 8 3 0 05 Apr 2021
Joint Entity and Relation Extraction with Set Prediction Networks Dianbo Sui Yubo Chen Kang Liu Jun Zhao Xiangrong Zeng Shengping Liu 21 146 0 03 Nov 2020
Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction Tong Zhu Haitao Wang Junjie Yu Xiabing Zhou Wenliang Chen Wei Zhang Min Zhang 29 18 0 30 Oct 2020
TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking Yucheng Wang Yu Bowen Yueyang Zhang Tingwen Liu Hongsong Zhu Limin Sun 38 339 0 26 Oct 2020
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders Jue Wang Wei Lu 28 226 0 08 Oct 2020
Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng Runxin Xu Baobao Chang Lei Li 51 225 0 29 Sep 2020
Global-to-Local Neural Networks for Document-Level Relation Extraction D. Wang Wei Hu E. Cao Weijian Sun NAI 23 119 0 22 Sep 2020
Contrastive Triple Extraction with Generative Transformer Hongbin Ye Ningyu Zhang Shumin Deng Mosha Chen Chuanqi Tan Fei Huang Huajun Chen 24 128 0 14 Sep 2020
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu 50 274 0 13 May 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward Luyang Huang Lingfei Wu Lu Wang RALM 60 161 0 03 May 2020
SciREX: A Challenge Dataset for Document-Level Information Extraction Sarthak Jain Madeleine van Zuylen Hannaneh Hajishirzi Iz Beltagy 32 162 0 01 May 2020
Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations Kai Sun Richong Zhang Samuel Mensah Yongyi Mao Xudong Liu 19 33 0 01 May 2020
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction Xu Han Tianyu Gao Yankai Lin Hao Peng Yaoliang Yang Chaojun Xiao Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 41 133 0 07 Apr 2020
HIN: Hierarchical Inference Network for Document-Level Relation Extraction Hengzhu Tang Yanan Cao Zhenyu Zhang Jiangxia Cao Fang Fang Shi Wang Pengfei Yin 42 118 0 28 Mar 2020
Effective Attention Modeling for Neural Relation Extraction Tapas Nayak Hwee Tou Ng 46 20 0 09 Dec 2019
Improving Neural Relation Extraction with Positive and Unlabeled Learning Zhengqiu He Wenliang Chen Yuyi Wang Wei Zhang Guanchu Wang Min Zhang SSL AI4TS 31 17 0 28 Nov 2019
Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction Tao Shen Guodong Long Tao Shen Dinesh Manocha Lina Yao Huan Huo Jing Jiang 43 77 0 27 Nov 2019
CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning Daojian Zeng Haoran Zhang Qianying Liu 19 189 0 24 Nov 2019
SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals Iris Hendrickx Su Nam Kim Zornitsa Kozareva Preslav Nakov Diarmuid Ó Séaghdha Sebastian Padó M. Pennacchiotti Lorenza Romano Stan Szpakowicz 18 280 0 23 Nov 2019
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction Tapas Nayak Hwee Tou Ng 3DV 27 234 0 22 Nov 2019
Are Noisy Sentences Useless for Distant Supervised Relation Extraction? Yu-Ming Shang NoLa 24 36 0 22 Nov 2019
Leveraging Dependency Forest for Neural Medical Relation Extraction Linfeng Song Yue Zhang D. Gildea Mo Yu Zhiguo Wang Jinsong Su Jinsong Su MedIm 39 34 0 11 Nov 2019
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Tianyu Gao Xu Han Hao Zhu Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 230 244 0 16 Oct 2019
Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture Ashok Thillaisundaram Theodosia Togia 34 17 0 26 Sep 2019
Fine-tune Bert for DocRED with Two-step Process Hong Wang C. Focke Rob Sylvester Nilesh Mishra Wenjie Wang 36 115 0 26 Sep 2019
Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy Yu Bowen Zhenyu Zhang Jianlin Su Yubin Wang Tingwen Liu Bin Wang Sujian Li 30 167 0 10 Sep 2019
Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs Fenia Christopoulou Makoto Miwa Sophia Ananiadou 19 186 0 31 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 281 24,058 0 26 Jul 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 90 1,949 0 24 Jul 2019
Attention Guided Graph Convolutional Networks for Relation Extraction Zhijiang Guo Yan Zhang Wei Lu GNN 31 408 0 18 Jun 2019
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Yuan Yao Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 27 449 0 14 Jun 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 40 834 0 13 Jun 2019
Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network Sunil Kumar Sahu Fenia Christopoulou Makoto Miwa Sophia Ananiadou GNN 16 189 0 11 Jun 2019
Matching the Blanks: Distributional Similarity for Relation Learning Livio Baldini Soares Nicholas FitzGerald Jeffrey Ling Tom Kwiatkowski 28 767 0 07 Jun 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 50 346 0 14 May 2019
Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions Zhiquan Ye Zhenhua Ling 28 125 0 30 Mar 2019
A Silver Standard Corpus of Human Phenotype-Gene Relations Diana Sousa Andre Lamurias Francisco M. Couto 24 36 0 26 Mar 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 97 5,545 0 25 Jan 2019
End-to-end neural relation extraction using deep biaffine attention Dat Quoc Nguyen Karin Verspoor 30 78 0 29 Dec 2018
Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction Yujin Yuan Liyuan Liu Siliang Tang Zhongfei Zhang Yueting Zhuang Shiliang Pu Fei Wu Xiang Ren 33 65 0 27 Dec 2018
RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information Shikhar Vashishth Rishabh Joshi Sai Suman Prayaga Chiranjib Bhattacharyya Partha P. Talukdar 36 229 0 11 Dec 2018
Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector Shanchan Wu Kai Fan Qiong Zhang 57 34 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
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Songlin Yang Shawn Tan Alessandro Sordoni Aaron Courville 77 323 0 22 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 290 93,660 0 11 Oct 2018
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction Yuhao Zhang Peng Qi Christopher D. Manning GNN 41 725 0 26 Sep 2018
N-ary Relation Extraction using Graph State LSTM Linfeng Song Yue Zhang Zhiguo Wang D. Gildea 46 165 0 28 Aug 2018
A hybrid deep learning approach for medical relation extraction Veera Raghavendra Chikka K. Karlapalem 11 10 0 26 Jun 2018