Knowledge Graph Embedding for Link Prediction: A Comparative Analysis

3 February 2020

Papers citing "Knowledge Graph Embedding for Link Prediction: A Comparative Analysis"

38 / 38 papers shown

Title
Reinforced Anytime Bottom Up Rule Learning for Knowledge Graph Completion Christian Meilicke M. Chekol Manuel Fink Heiner Stuckenschmidt 32 78 0 09 Apr 2020
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction Zhanqiu Zhang Jianyu Cai Yongdong Zhang Jie Wang 54 386 0 21 Nov 2019
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Shikhar Vashishth Soumya Sanyal Vikram Nitin Nilesh Agrawal Partha P. Talukdar 37 340 0 01 Nov 2019
Knowledge Hypergraphs: Prediction Beyond Binary Relations Bahare Fatemi Perouz Taslakian David Vazquez David Poole 36 18 0 01 Jun 2019
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs Lingbing Guo Zequn Sun Wei Hu 45 263 0 13 May 2019
Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications Pouya Pezeshkpour Yifan Tian Sameer Singh KELM AAML 68 73 0 02 May 2019
AutoSF: Searching Scoring Functions for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Wenyuan Dai Lei Chen 26 79 0 26 Apr 2019
Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction Perspective Hung Nghiep Tran Atsuhiro Takasu 19 20 0 27 Mar 2019
Interaction Embeddings for Prediction and Explanation in Knowledge Graphs Wen Zhang B. Paudel Wei Zhang Abraham Bernstein Huajun Chen 29 187 0 12 Mar 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 54 2,108 0 26 Feb 2019
TuckER: Tensor Factorization for Knowledge Graph Completion Ivana Balazevic Carl Allen Timothy M. Hospedales 49 721 0 28 Jan 2019
On Evaluating Embedding Models for Knowledge Base Completion Yanjie Wang Daniel Ruffinelli Rainer Gemulla Samuel Broscheit Christian Meilicke 34 47 0 17 Oct 2018
Embedding Multimodal Relational Data for Knowledge Base Completion Pouya Pezeshkpour Liyan Chen Sameer Singh 35 125 0 05 Sep 2018
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization Dai Quoc Nguyen Thanh Tien Vu T. Nguyen Dat Quoc Nguyen Dinh Q. Phung GNN 3DPC KELM 34 233 0 13 Aug 2018
LinkNBed: Multi-Graph Representation Learning with Entity Linkage Rakshit S. Trivedi Bunyamin Sisman Jun Ma Christos Faloutsos H. Zha Xin Luna Dong 28 44 0 23 Jul 2018
Canonical Tensor Decomposition for Knowledge Base Completion Timothée Lacroix Nicolas Usunier G. Obozinski 47 384 0 19 Jun 2018
From Knowledge Graph Embedding to Ontology Embedding? An Analysis of the Compatibility between Vector Space Representations and Rules Víctor Gutiérrez-Basulto Steven Schockaert 73 69 0 26 May 2018
SimplE Embedding for Link Prediction in Knowledge Graphs Seyed Mehran Kazemi David Poole 56 710 0 13 Feb 2018
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network Dai Quoc Nguyen T. Nguyen Dat Quoc Nguyen Dinh Q. Phung 3DV 53 703 0 06 Dec 2017
Knowledge Graph Embedding with Iterative Guidance from Soft Rules Shu Guo Quan Wang Lihong Wang Bin Wang Li Guo 45 218 0 30 Nov 2017
TorusE: Knowledge Graph Embedding on a Lie Group Takuma Ebisu R. Ichise 28 206 0 15 Nov 2017
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 60 4,584 0 26 Oct 2017
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications Hongyun Cai V. Zheng Kevin Chen-Chuan Chang AI4TS 73 1,786 0 22 Sep 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 142 2,591 0 05 Jul 2017
Complex and Holographic Embeddings of Knowledge Graphs: A Comparison Théo Trouillon Maximilian Nickel 37 40 0 05 Jul 2017
Knowledge Base Completion: Baselines Strike Back Rudolf Kadlec Ondrej Bajgar Jan Kleindienst 38 188 0 30 May 2017
Analogical Inference for Multi-Relational Embeddings Hanxiao Liu Yuexin Wu Yiming Yang 54 374 0 06 May 2017
A survey of embedding models of entities and relationships for knowledge graph completion Dat Quoc Nguyen 36 100 0 23 Mar 2017
On the Equivalence of Holographic and Complex Embeddings for Link Prediction Katsuhiko Hayashi Masashi Shimbo 37 82 0 18 Feb 2017
Image-embodied Knowledge Representation Learning Ruobing Xie Zhiyuan Liu Huanbo Luan Maosong Sun 144 216 0 22 Sep 2016
STransE: a novel embedding model of entities and relationships in knowledge bases Dat Quoc Nguyen Kairit Sirts Zhuang Li Mark Johnson 38 181 0 27 Jun 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 55 2,955 0 20 Jun 2016
On the representation and embedding of knowledge bases beyond binary relations Jianfeng Wen Jianxin Li Yongyi Mao Shini Chen Richong Zhang 76 117 0 28 Apr 2016
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 28 1,195 0 16 Oct 2015
Modeling Relation Paths for Representation Learning of Knowledge Bases Yankai Lin Zhiyuan Liu Huanbo Luan Maosong Sun S. Rao Song Liu 49 618 0 01 Jun 2015
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 92 1,568 0 02 Mar 2015
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 49 3,174 0 20 Dec 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 494 31,406 0 16 Jan 2013