Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

4 June 2019

Papers citing "Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs"

47 / 147 papers shown

Title
Open Set Domain Recognition via Attention-Based GCN and Semantic Matching Optimization Xinxing He Yuan. Yuan Zhiyu Jiang 8 4 0 11 May 2021
Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction Xinmeng Li M. Alazab Qian Li K. Yu Quanjun Yin 6 12 0 27 Apr 2021
Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion Guanglin Niu Yang Li Chengguang Tang Ruiying Geng Jian Dai Qiao Liu Hao Wang Jian Sun Fei Huang Luo Si 33 88 0 27 Apr 2021
HYPER^2: Hyperbolic Poincare Embedding for Hyper-Relational Link Prediction Shiyao Yan Zequn Zhang Xian Sun Guangluan Xu Li Jin Shuchao Li 33 0 0 20 Apr 2021
Membership Inference Attacks on Knowledge Graphs Yu Wang Lifu Huang Philip S. Yu Lichao Sun MIACV 30 15 0 16 Apr 2021
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks Hao Peng Ruitong Zhang Yingtong Dou Renyu Yang Jingyi Zhang Philip S. Yu 36 115 0 16 Apr 2021
Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction Dai Quoc Nguyen Vinh Tong Dinh Q. Phung Dat Quoc Nguyen GNN 6 26 0 15 Apr 2021
InsertGNN: Can Graph Neural Networks Outperform Humans in TOEFL Sentence Insertion Problem? Fan Wu X. Bai GNN 8 3 0 28 Mar 2021
Ranking vs. Classifying: Measuring Knowledge Base Completion Quality M. Speranskaya Martin Schmitt Benjamin Roth 13 10 0 02 Feb 2021
Discrete Knowledge Graph Embedding based on Discrete Optimization Yunqi Li Shuyuan Xu Bo Liu Zuohui Fu Shuchang Liu Xu Chen Yongfeng Zhang 14 4 0 13 Jan 2021
How to Train Your Agent to Read and Write Li Liu Mengge He Guanghui Xu Mingkui Tan Qi Wu DiffM 31 3 0 04 Jan 2021
T-GAP: Learning to Walk across Time for Temporal Knowledge Graph Completion Jaehun Jung Jinhong Jung U. Kang 14 15 0 19 Dec 2020
Communicative Message Passing for Inductive Relation Reasoning Sijie Mai Shuangjia Zheng Yuedong Yang Haifeng Hu LRM 31 101 0 16 Dec 2020
PPKE: Knowledge Representation Learning by Path-based Pre-training Bin He Di Zhou Jing Xie Jinghui Xiao Xin Jiang Qun Liu 27 1 0 07 Dec 2020
Survey and Open Problems in Privacy Preserving Knowledge Graph: Merging, Query, Representation, Completion and Applications Chaochao Chen Jamie Cui Guanfeng Liu Jia Wu Li Wang 33 22 0 20 Nov 2020
Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion Zhanqiu Zhang Jianyu Cai Jie Wang 14 56 0 11 Nov 2020
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion Zhen Han Yunpu Ma Peng Chen Volker Tresp 25 78 0 08 Nov 2020
DisenE: Disentangling Knowledge Graph Embeddings Xiaoyu Kou Yankai Lin Yuntao Li Jiahao Xu Peng Li Jie Zhou Yan Zhang OCL DRL 27 3 0 28 Oct 2020
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems Tuomas P. Oikarinen Daniel C. Hannah Sohrob Kazerounian BDL GNN 25 29 0 26 Oct 2020
FedE: Embedding Knowledge Graphs in Federated Setting Mingyang Chen Wen Zhang Zonggang Yuan Yantao Jia Huajun Chen FedML 19 76 0 24 Oct 2020
GMH: A General Multi-hop Reasoning Model for KG Completion Yao Zhang Xu Zhang Adam Jatowt Wenqiang Lei Jun Wang Hongru Liang Zhenglu Yang LRM 14 13 0 15 Oct 2020
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs Jing Zhang Bo Chen Lingxi Zhang Xirui Ke Haipeng Ding NAI 40 3 0 12 Oct 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 26 114 0 16 Sep 2020
MLMLM: Link Prediction with Mean Likelihood Masked Language Model Louis Clouâtre P. Trempe Amal Zouaq Sarath Chandar 25 43 0 15 Sep 2020
HittER: Hierarchical Transformers for Knowledge Graph Embeddings Sanxing Chen Xiaodong Liu Jianfeng Gao Jian Jiao Ruofei Zhang Yangfeng Ji 43 106 0 28 Aug 2020
Relational Reflection Entity Alignment Xin Mao Wenting Wang Huimin Xu Yuanbin Wu Man Lan 38 131 0 18 Aug 2020
DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic Hierarchy H. Lu Hailin Hu Xiaodong Lin 21 24 0 11 Aug 2020
A Survey on Graph Neural Networks for Knowledge Graph Completion Siddhant Arora 24 65 0 24 Jul 2020
Connecting Embeddings for Knowledge Graph Entity Typing Yu Zhao Anxiang Zhang Ruobing Xie Kang Liu Xiaojie Wang 24 56 0 21 Jul 2020
BoxE: A Box Embedding Model for Knowledge Base Completion Ralph Abboud .Ismail .Ilkan Ceylan Thomas Lukasiewicz Tommaso Salvatori 38 177 0 13 Jul 2020
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction Jinheon Baek Dong Bok Lee Sung Ju Hwang 19 87 0 11 Jun 2020
Adversarial Attack on Hierarchical Graph Pooling Neural Networks Haoteng Tang Guixiang Ma Yurong Chen Lei Guo Wei Wang Bo Zeng Liang Zhan AAML 29 28 0 23 May 2020
Knowledge Base Completion: Baseline strikes back (Again) Prachi Jain Sushant Rathi Mausam Soumen Chakrabarti 8 18 0 02 May 2020
Low-Dimensional Hyperbolic Knowledge Graph Embeddings Ines Chami A. Wolf Da-Cheng Juan Frederic Sala Sujith Ravi Christopher Ré 27 385 0 01 May 2020
Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations Kai Sun Richong Zhang Samuel Mensah Yongyi Mao Xudong Liu 6 33 0 01 May 2020
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion Bo Wang Tao Shen Guodong Long Dinesh Manocha Yi-Ju Chang 33 5 0 30 Apr 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning Tao Shen Yi Mao Pengcheng He Guodong Long Adam Trischler Weizhu Chen 18 63 0 29 Apr 2020
Knowledge Base Completion for Constructing Problem-Oriented Medical Records J. Mullenbach Jordan Swartz T. McKelvey Hui Dai David Sontag 6 3 0 27 Apr 2020
Exploring Effects of Random Walk Based Minibatch Selection Policy on Knowledge Graph Completion Bishal Santra Prakhar Sharma Sumegh Roychowdhury Pawan Goyal 12 0 0 12 Apr 2020
Towards Learning Instantiated Logical Rules from Knowledge Graphs Yulong Gu Yushi Guan P. Missier AI4CE 16 13 0 13 Mar 2020
Superpixel Image Classification with Graph Attention Networks Pedro H. C. Avelar Anderson R. Tavares T. L. T. D. Silveira C. R. Jung Luís C. Lamb GNN 21 50 0 13 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 197 1,944 0 02 Feb 2020
Probability Calibration for Knowledge Graph Embedding Models Pedro Tabacof Luca Costabello 14 45 0 20 Dec 2019
Integrating Graph Contextualized Knowledge into Pre-trained Language Models Bin He Di Zhou Jinghui Xiao Xin jiang Qun Liu Nicholas Jing Yuan Tong Xu AI4CE 22 77 0 30 Nov 2019
A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun Shikhar Vashishth Soumya Sanyal Partha P. Talukdar Yiming Yang 17 168 0 10 Nov 2019
LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules M. Nayyeri Chengjin Xu Jens Lehmann H. S. Yazdi NAI 17 15 0 20 Aug 2019
Representation Learning for Dynamic Graphs: A Survey Seyed Mehran Kazemi Rishab Goel Kshitij Jain I. Kobyzev Akshay Sethi Peter Forsyth Pascal Poupart AI4TS AI4CE GNN 29 447 0 27 May 2019