SimplE Embedding for Link Prediction in Knowledge Graphs

13 February 2018

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

50 / 76 papers shown

Title
An Adaptive Data-Resilient Multi-Modal Framework for Hierarchical Multi-Label Book Genre Identification Utsav Nareti S. Chattopadhyay Prolay Mallick Suraj Kumar Ayush Vikas Daga Chandranath Adak Adarsh Wase Arjab Roy 23 0 0 05 May 2025
Hadamard product in deep learning: Introduction, Advances and Challenges Grigorios G. Chrysos Yongtao Wu Razvan Pascanu Philip Torr V. Cevher AAML 98 0 0 17 Apr 2025
Understanding the Design Principles of Link Prediction in Directed Settings Jun Zhai Muberra Ozmen Thomas Markovich AI4CE 38 0 0 24 Feb 2025
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
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties Guanglin Niu 34 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 30 0 0 01 Oct 2024
Negative Sampling in Knowledge Graph Representation Learning: A Review Tiroshan Madushanka R. Ichise 52 8 0 29 Feb 2024
Capturing Knowledge Graphs and Rules with Octagon Embeddings Victor Charpenay Steven Schockaert 23 1 0 29 Jan 2024
ConvD: Attention Enhanced Dynamic Convolutional Embeddings for Knowledge Graph Completion Wenbin Guo Zhao Li Xin Wang Zirui Chen GNN 16 0 0 11 Dec 2023
Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion Kunze Wang S. Han Josiah Poon 21 3 0 24 Oct 2023
Navigating Healthcare Insights: A Birds Eye View of Explainability with Knowledge Graphs Satvik Garg Anh Nguyen Somya Garg 29 2 0 28 Sep 2023
Fast Knowledge Graph Completion using Graphics Processing Units Chun-Hee Lee Dong-oh Kang Hwa Jeon Song 14 1 0 22 Jul 2023
Shrinking Embeddings for Hyper-Relational Knowledge Graphs Bo Xiong M. Nayyer Shirui Pan Steffen Staab 24 16 0 03 Jun 2023
Joint embedding in Hierarchical distance and semantic representation learning for link prediction Jin Liu Jianye Chen Chongfeng Fan Feng Zhou 13 0 0 28 Mar 2023
Knowledge Graphs: Opportunities and Challenges Ciyuan Peng Feng Xia Mehdi Naseriparsa Francesco Osborne 22 240 0 24 Mar 2023
From Wide to Deep: Dimension Lifting Network for Parameter-efficient Knowledge Graph Embedding Borui Cai Yong Xiang Longxiang Gao Di Wu Heng Zhang Jiongdao Jin Tom H. Luan 29 1 0 22 Mar 2023
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction Nicolas Hubert Pierre Monnin Armelle Brun D. Monticolo 17 4 0 01 Mar 2023
Catch Me If You Can: Semi-supervised Graph Learning for Spotting Money Laundering Md. Rezaul Karim Felix Hermsen S. Chala Paola de Perthuis Avikarsha Mandal 29 4 0 23 Feb 2023
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models Cosimo Gregucci M. Nayyeri Daniel Hernández Steffen Staab 48 20 0 13 Feb 2023
Understanding Finetuning for Factual Knowledge Extraction from Language Models Mehran Kazemi Sid Mittal Deepak Ramachandran KELM 34 10 0 26 Jan 2023
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 26 108 0 12 Dec 2022
RHO ( $ρ$ ): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding Ziwei Ji Zihan Liu Nayeon Lee Tiezheng Yu Bryan Wilie Mini Zeng Pascale Fung HILM 23 53 0 03 Dec 2022
KGML-xDTD: A Knowledge Graph-based Machine Learning Framework for Drug Treatment Prediction and Mechanism Description Chunyu Ma Zhihan Zhou Han Liu D. Koslicki 13 16 0 30 Nov 2022
NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs Haoran Luo E. Haihong Yuhao Yang Gengxian Zhou Yikai Guo Tianyu Yao Zichen Tang X. Lin Kaiyang Wan 24 10 0 24 Nov 2022
RAILD: Towards Leveraging Relation Features for Inductive Link Prediction In Knowledge Graphs Genet Asefa Gesese Harald Sack Mehwish Alam 33 22 0 21 Nov 2022
Search to Pass Messages for Temporal Knowledge Graph Completion Zhen Wang Haotong Du Quanming Yao Xuelong Li 22 11 0 30 Oct 2022
Generalized Reciprocal Perspective Kevin Dick Daniel G. Kyrollos J.R. Green 31 0 0 20 Oct 2022
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga Antoine Bosselut Hongyu Ren Xikun Zhang Christopher D. Manning Percy Liang J. Leskovec 30 193 0 17 Oct 2022
Optimizing DNN Compilation for Distributed Training with Joint OP and Tensor Fusion Xiaodong Yi Shiwei Zhang Lansong Diao Chuan Wu Zhen Zheng Shiqing Fan Siyu Wang Jun Yang W. Lin 36 4 0 26 Sep 2022
Semi-supervised Training for Knowledge Base Graph Self-attention Networks on Link Prediction Shuanglong Yao D. Pi Junfu Chen Yufei Liu Zhiyuan Wu GNN 16 0 0 03 Sep 2022
A Review of Knowledge Graph Completion Mohamad Zamini Hassan Reza M. Rabiei 21 59 0 24 Aug 2022
V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs Christian Frey Matthias Schubert 19 0 0 22 Jul 2022
Ultrahyperbolic Knowledge Graph Embeddings Bo Xiong Shichao Zhu M. Nayyeri Chengjin Xu Shirui Pan Chuan Zhou Steffen Staab 13 31 0 01 Jun 2022
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions A. Daruna Devleena Das Sonia Chernova 30 9 0 04 May 2022
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering V. Chekalina Anton Razzhigaev A. Sayapin Evgeny Frolov Alexander Panchenko 31 7 0 22 Apr 2022
Sequence-to-Sequence Knowledge Graph Completion and Question Answering Apoorv Saxena Adrian Kochsiek Rainer Gemulla AIMat 45 120 0 19 Mar 2022
R-GCN: The R Could Stand for Random Vic Degraeve Gilles Vandewiele F. Ongenae Sofie Van Hoecke GNN 29 13 0 04 Mar 2022
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs Wen Zhang Xian-gan Chen Zhen Yao Mingyang Chen Yushan Zhu ... Yajing Xu Ningyu Zhang Zonggang Yuan Feiyu Xiong Huajun Chen 29 12 0 25 Feb 2022
Distributed non-negative RESCAL with Automatic Model Selection for Exascale Data Manish Bhattarai Namita Kharat E. Skau B. Nebgen H. Djidjev S. Rajopadhye James P. Smith Boian Alexandrov 28 10 0 19 Feb 2022
JULIA: Joint Multi-linear and Nonlinear Identification for Tensor Completion Cheng Qian Kejun Huang Lucas Glass R. S. Srinivasa Jimeng Sun 19 3 0 31 Jan 2022
Multi-task Pre-training Language Model for Semantic Network Completion Da Li Sen Yang Kele Xu Ming Yi Yukai He Huaimin Wang 46 29 0 13 Jan 2022
Stay Positive: Knowledge Graph Embedding Without Negative Sampling Ainaz Hajimoradlou Seyed Mehran Kazemi 17 9 0 07 Jan 2022
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction Peyman Baghershahi Reshad Hosseini H. Moradi 26 52 0 20 Dec 2021
Topologically Regularized Data Embeddings R. Vandaele Bo Kang Jefrey Lijffijt T. D. Bie Yvan Saeys 13 9 0 18 Oct 2021
Geometric Models for (Temporally) Attributed Description Logics Camille Bourgaux Ana Ozaki Jeff Z. Pan 26 6 0 27 Aug 2021
Leveraging Static Models for Link Prediction in Temporal Knowledge Graphs Wessel Radstok M. Chekol 21 10 0 29 Jun 2021
Explaining the Performance of Multi-label Classification Methods with Data Set Properties Jasmin Bogatinovski L. Todorovski S. Džeroski D. Kocev 16 6 0 28 Jun 2021
Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge Graphs Medina Andresel T. Tran Csaba Domokos Pasquale Minervini Daria Stepanova 16 1 0 26 Jun 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction Zhaocheng Zhu Zuobai Zhang Louis-Pascal Xhonneux Jian Tang GNN 33 300 0 13 Jun 2021
Inter-domain Multi-relational Link Prediction Luu Huu Phuc Koh Takeuchi Seiji Okajima A. Tolmachev T. Takebayashi Koji Maruhashi H. Kashima 48 0 0 11 Jun 2021