A Re-evaluation of Knowledge Graph Completion Methods

10 November 2019

Papers citing "A Re-evaluation of Knowledge Graph Completion Methods"

25 / 25 papers shown

Title
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen Pushkar Mishra Luca Franceschi Pasquale Minervini Pontus Stenetorp Sebastian Riedel 67 20 0 17 Jan 2025
Progressive Knowledge Graph Completion Jiayi Li Ruilin Luo Jiaqi Sun Jing Xiao Yujiu Yang 30 1 0 15 Apr 2024
DsMtGCN: A Direction-sensitive Multi-task framework for Knowledge Graph Completion Jining Wang Chuan Chen Zibin Zheng Yuren Zhou 28 1 0 17 Jun 2023
Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods? Anson Bastos Kuldeep Singh Abhishek Nadgeri Johannes Hoffart Toyotaro Suzumura Manish Singh 17 3 0 30 Jan 2023
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion Chen Chen Yufei Wang Bing Li Kwok-Yan Lam 28 31 0 15 Sep 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models Haris Widjaja Kiril Gashteovski Wiem Ben-Rim Pengfei Liu Christopher Malon Daniel Ruffinelli Carolin (Haas) Lawrence Graham Neubig 17 5 0 23 Aug 2022
StarGraph: Knowledge Representation Learning based on Incomplete Two-hop Subgraph Hongzhu Li Xiang Gao Linhui Feng Yafeng Deng Yuhui Yin 16 2 0 27 May 2022
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective Ying Zhou Xuanang Chen Ben He Zheng Ye Le Sun 23 11 0 09 May 2022
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation Kai Zhang Yu Wang Hongyi Wang Lifu Huang Carl Yang Xun Chen Lichao Sun FedML 11 32 0 17 Mar 2022
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction Peyman Baghershahi Reshad Hosseini H. Moradi 26 52 0 20 Dec 2021
Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs G. Edwards Sebastian Nilsson Benedek Rozemberczki Eliseo Papa 23 12 0 20 Nov 2021
What is Learned in Knowledge Graph Embeddings? Michael R Douglas Michael Simkin Omri Ben-Eliezer Tianqi Wu Peter Chin Trung D. Q. Dang Andrew Wood 22 1 0 19 Oct 2021
Rule Induction in Knowledge Graphs Using Linear Programming S. Dash Joao Goncalves 26 5 0 15 Oct 2021
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations Yihong Chen Pasquale Minervini Sebastian Riedel Pontus Stenetorp 85 43 0 06 Oct 2021
Cycle Representation Learning for Inductive Relation Prediction Zuoyu Yan Tengfei Ma Liangcai Gao Zhi Tang Chao Chen 21 20 0 06 Oct 2021
Is There More Pattern in Knowledge Graph? Exploring Proximity Pattern for Knowledge Graph Embedding Ren Li Yanan Cao Qiannan Zhu Xiaoxue Li Fang Fang GNN 30 2 0 02 Oct 2021
BiQUE: Biquaternionic Embeddings of Knowledge Graphs Jia Guo Stanley Kok 131 29 0 29 Sep 2021
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View Ren Li Yanan Cao Qiannan Zhu Guanqun Bi Fang Fang Yi Liu Qian Li 27 68 0 24 Sep 2021
r-GAT: Relational Graph Attention Network for Multi-Relational Graphs Meiqi Chen Yuan Zhang Xiaoyu Kou Yuntao Li Yan Zhang GNN 16 16 0 13 Sep 2021
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations Anson Bastos Kuldeep Singh Abhishek Nadgeri Saeedeh Shekarpour I. Mulang' Johannes Hoffart 22 18 0 12 Aug 2021
Ranking vs. Classifying: Measuring Knowledge Base Completion Quality M. Speranskaya Martin Schmitt Benjamin Roth 11 10 0 02 Feb 2021
Scalable and interpretable rule-based link prediction for large heterogeneous knowledge graphs Simon Ott Laura Graf Asan Agibetov Christian Meilicke Matthias Samwald AI4CE 23 1 0 10 Dec 2020
MLMLM: Link Prediction with Mean Likelihood Masked Language Model Louis Clouâtre P. Trempe Amal Zouaq Sarath Chandar 25 43 0 15 Sep 2020
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Shikhar Vashishth Soumya Sanyal Vikram Nitin Nilesh Agrawal Partha P. Talukdar 8 336 0 01 Nov 2019
A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly? Genet Asefa Gesese Russa Biswas Mehwish Alam Harald Sack 22 81 0 28 Oct 2019