Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework

23 June 2020

Papers citing "Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework"

26 / 26 papers shown

Title
Predicting drug-gene relations via analogy tasks with word embeddings Hiroaki Yamagiwa Ryoma Hashimoto Kiwamu Arakane Ken Murakami Shou Soeda Momose Oyama Yihua Zhu Mariko Okada Hidetoshi Shimodaira 149 0 0 03 Jun 2024
Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study F. Akrami Mohammed Samiul Saeef Qingheng Zhang Wei Hu Chengkai Li KELM 56 109 0 18 Mar 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis Andrea Rossi D. Firmani Antonio Matinata P. Merialdo Denilson Barbosa 63 345 0 03 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 298 1,989 0 02 Feb 2020
A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun Shikhar Vashishth Soumya Sanyal Partha P. Talukdar Yiming Yang 86 168 0 10 Nov 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 98 456 0 27 May 2019
Multi-relational Poincaré Graph Embeddings Ivana Balazevic Carl Allen Timothy M. Hospedales 68 268 0 23 May 2019
Improving Visual Relation Detection using Depth Maps Sahand Sharifzadeh Sina Moayed Baharlou M. Berrendorf Rajat Koner Volker Tresp 41 21 0 02 May 2019
Quaternion Knowledge Graph Embeddings Shuai Zhang Yi Tay Lina Yao Qi Liu 79 463 0 23 Apr 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 105 2,130 0 26 Feb 2019
TuckER: Tensor Factorization for Knowledge Graph Completion Ivana Balazevic Carl Allen Timothy M. Hospedales 73 725 0 28 Jan 2019
Canonical Tensor Decomposition for Knowledge Base Completion Timothée Lacroix Nicolas Usunier G. Obozinski 73 386 0 19 Jun 2018
SimplE Embedding for Link Prediction in Knowledge Graphs Seyed Mehran Kazemi David Poole 74 714 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 75 703 0 06 Dec 2017
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 169 1,976 0 17 Sep 2017
Analysis of the Impact of Negative Sampling on Link Prediction in Knowledge Graphs Bhushan Kotnis Vivi Nastase 47 81 0 22 Aug 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 186 2,615 0 05 Jul 2017
Knowledge Base Completion: Baselines Strike Back Rudolf Kadlec Ondrej Bajgar Jan Kleindienst 61 189 0 30 May 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 185 4,815 0 17 Mar 2017
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 230 560 0 27 Feb 2017
ProjE: Embedding Projection for Knowledge Graph Completion Baoxu Shi Tim Weninger 55 263 0 16 Nov 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 88 2,974 0 20 Jun 2016
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 60 1,201 0 16 Oct 2015
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 174 1,574 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 93 3,194 0 20 Dec 2014
A Semantic Matching Energy Function for Learning with Multi-relational Data Xavier Glorot Antoine Bordes Jason Weston Yoshua Bengio 101 690 0 15 Jan 2013