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SimplE Embedding for Link Prediction in Knowledge Graphs

13 February 2018

Papers citing "SimplE Embedding for Link Prediction in Knowledge Graphs"

35 / 35 papers shown

Title
Is Architectural Complexity Overrated? Competitive and Interpretable Knowledge Graph Completion with RelatE Abhijit Chakraborty Chahana Dahal Ashutosh Balasubramaniam Tejas Anvekar Vivek Gupta 54 0 0 25 May 2025
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen Pushkar Mishra Luca Franceschi Pasquale Minervini Pontus Stenetorp Sebastian Riedel 176 21 0 17 Jan 2025
A Semantic Partitioning Method for Large-Scale Training of Knowledge Graph Embeddings Yuhe Bai 87 1 0 08 Jan 2025
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties Guanglin Niu 105 0 0 16 Oct 2024
Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion Sharmishtha Dutta Alex Gittens Mohammed J Zaki Charu C. Aggarwal 64 0 0 01 Oct 2024
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 123 9 0 07 Oct 2023
Improving Knowledge Graph Embedding Using Simple Constraints Boyang Ding Quan Wang Bin Wang Li Guo 89 133 0 07 May 2018
RelNN: A Deep Neural Model for Relational Learning Seyed Mehran Kazemi David Poole NAI GNN 47 55 0 07 Dec 2017
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Luke Vilnis Ishan Durugkar A. Krishnamurthy Alex Smola Andrew McCallum KELM 101 513 0 15 Nov 2017
On Multi-Relational Link Prediction with Bilinear Models Yanjie Wang Rainer Gemulla Hui Li 63 68 0 14 Sep 2017
Comparing Aggregators for Relational Probabilistic Models Seyed Mehran Kazemi Bahare Fatemi Alexandra Kim Zilun Peng Moumita Roy Tora Xing Zeng Matthew C. Dirks David Poole 41 8 0 25 Jul 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 195 2,630 0 05 Jul 2017
Complex and Holographic Embeddings of Knowledge Graphs: A Comparison Théo Trouillon Maximilian Nickel 65 40 0 05 Jul 2017
A simple neural network module for relational reasoning Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 189 1,615 0 05 Jun 2017
End-to-End Differentiable Proving Tim Rocktaschel Sebastian Riedel NAI 111 382 0 31 May 2017
Knowledge Base Completion: Baselines Strike Back Rudolf Kadlec Ondrej Bajgar Jan Kleindienst 69 190 0 30 May 2017
Analogical Inference for Multi-Relational Embeddings Hanxiao Liu Yuexin Wu Yiming Yang 81 374 0 06 May 2017
A survey of embedding models of entities and relationships for knowledge graph completion Dat Quoc Nguyen 56 100 0 23 Mar 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 194 4,837 0 17 Mar 2017
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 245 562 0 27 Feb 2017
Knowledge Graph Completion via Complex Tensor Factorization Théo Trouillon C. Dance Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard 84 296 0 22 Feb 2017
On the Equivalence of Holographic and Complex Embeddings for Link Prediction Katsuhiko Hayashi Masashi Shimbo 86 82 0 18 Feb 2017
Discriminative Gaifman Models Mathias Niepert TPM 60 42 0 28 Oct 2016
Lifted Rule Injection for Relation Embeddings T. Demeester Tim Rocktaschel Sebastian Riedel NAI 70 146 0 27 Jun 2016
STransE: a novel embedding model of entities and relationships in knowledge bases Dat Quoc Nguyen Kairit Sirts Zhuang Li Mark Johnson 67 181 0 27 Jun 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 103 2,988 0 20 Jun 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 289 11,150 0 14 Mar 2016
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 73 1,202 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 121 622 0 01 Jun 2015
Knowlege Graph Embedding by Flexible Translation Jun Feng Mantong Zhou Yu Hao Minlie Huang Xiaoyan Zhu 58 44 0 20 May 2015
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 189 1,580 0 02 Mar 2015
Incremental Knowledge Base Construction Using DeepDive Jaeho Shin Sen Wu Feiran Wang Christopher De Sa Ce Zhang Christopher Ré CLL HAI 190 290 0 03 Feb 2015
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 110 3,206 0 20 Dec 2014
Irreflexive and Hierarchical Relations as Translations Antoine Bordes Nicolas Usunier Alberto García-Durán Jason Weston Oksana Yakhnenko 80 36 0 26 Apr 2013
Lifted Graphical Models: A Survey Lilyana Mihalkova Lise Getoor 3DV 148 96 0 25 Jul 2011