On the Ambiguity of Rank-Based Evaluation of Entity Alignment or Link Prediction Methods

17 February 2020

Papers citing "On the Ambiguity of Rank-Based Evaluation of Entity Alignment or Link Prediction Methods"

25 / 25 papers shown

Title
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation Zequn Sun Chengming Wang Wei Hu Muhao Chen Jian Dai Wei Zhang Yuzhong Qu 37 326 0 20 Nov 2019
Knowledge Graph Entity Alignment with Graph Convolutional Networks: Lessons Learned M. Berrendorf Evgeniy Faerman Valentyn Melnychuk Volker Tresp T. Seidl GNN 29 15 0 19 Nov 2019
A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun Shikhar Vashishth Soumya Sanyal Partha P. Talukdar Yiming Yang 28 168 0 10 Nov 2019
Multi-Channel Graph Neural Network for Entity Alignment Yixin Cao Zhiyuan Liu Chengjiang Li Zhiyuan Liu Juan-Zi Li Tat-Seng Chua 41 257 0 26 Aug 2019
Multi-view Knowledge Graph Embedding for Entity Alignment Qingheng Zhang Zequn Sun Wei Hu Muhao Chen Lingbing Guo Yuzhong Qu AI4TS 31 251 0 06 Jun 2019
Pykg2vec: A Python Library for Knowledge Graph Embedding S. Yu Sujit Rokka Chhetri A. Canedo Palash Goyal Mohammad Abdullah Al Faruque SLR GP 23 34 0 04 Jun 2019
Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network Kun Xu Liwei Wang Mo Yu Yansong Feng Yan Song Zhiguo Wang Dong Yu 39 236 0 28 May 2019
Multi-relational Poincaré Graph Embeddings Ivana Balazevic Carl Allen Timothy M. Hospedales 38 266 0 23 May 2019
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs Lingbing Guo Zequn Sun Wei Hu 47 263 0 13 May 2019
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs Woojeong Jin Changlin Zhang Pedro A. Szekely Xiang Ren GNN 37 60 0 11 Apr 2019
PyTorch-BigGraph: A Large-scale Graph Embedding System Adam Lerer Ledell Yu Wu Jiajun Shen Timothée Lacroix Luca Wehrstedt Abhijit Bose A. Peysakhovich GNN 31 384 0 28 Mar 2019
TuckER: Tensor Factorization for Knowledge Graph Completion Ivana Balazevic Carl Allen Timothy M. Hospedales 53 721 0 28 Jan 2019
Hypernetwork Knowledge Graph Embeddings Ivana Balazevic Carl Allen Timothy M. Hospedales GNN 40 182 0 21 Aug 2018
Canonical Tensor Decomposition for Knowledge Base Completion Timothée Lacroix Nicolas Usunier G. Obozinski 47 384 0 19 Jun 2018
Improving Knowledge Graph Embedding Using Simple Constraints Boyang Ding Quan Wang Bin Wang Li Guo 81 133 0 07 May 2018
SimplE Embedding for Link Prediction in Knowledge Graphs Seyed Mehran Kazemi David Poole 56 710 0 13 Feb 2018
Cross-lingual Entity Alignment via Joint Attribute-Preserving Embedding Zequn Sun Wei Hu Chengkai Li 52 434 0 16 Aug 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 144 2,591 0 05 Jul 2017
Analogical Inference for Multi-Relational Embeddings Hanxiao Liu Yuexin Wu Yiming Yang 54 374 0 06 May 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 125 4,772 0 17 Mar 2017
Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment Muhao Chen Yingtao Tian Mohan Yang C. Zaniolo 39 529 0 12 Nov 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 57 2,955 0 20 Jun 2016
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 28 1,195 0 16 Oct 2015
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 100 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 55 3,174 0 20 Dec 2014