Relation Prediction as an Auxiliary Training Objective for Improving
Multi-Relational Graph Representations

Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations

6 October 2021

Pasquale Minervini

Sebastian Riedel

Pontus Stenetorp

Papers citing "Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations"

11 / 11 papers shown

Title
Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering Weizhi Fei Zihao Wang hang Yin Shukai Zhao Wei Zhang Yangqiu Song NAI 31 0 0 13 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 67 20 0 17 Jan 2025
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 62 3 0 01 Jul 2024
How to Turn Your Knowledge Graph Embeddings into Generative Models Lorenzo Loconte Nicola Di Mauro Robert Peharz Antonio Vergari 20 16 0 25 May 2023
Self-Distillation with Meta Learning for Knowledge Graph Completion Yunshui Li Junhao Liu Chengming Li Min Yang 21 5 0 20 May 2023
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs Zhaocheng Zhu Xinyu Yuan Mikhail Galkin Sophie Xhonneux Ming Zhang Maxime Gazeau Jian Tang GNN LRM 31 36 0 07 Jun 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce Yincen Qu Ningyu Zhang Hui Chen Zelin Dai Zezhong Xu Chengming Wang Xiaoyu Wang Qianglin Chen Huajun Chen 37 6 0 22 May 2022
InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities Baoxin Wang Qingye Meng Ziyue Wang Honghong Zhao Dayong Wu Wanxiang Che Shijin Wang Zhigang Chen Cong Liu 33 11 0 10 Feb 2022
When Do Flat Minima Optimizers Work? Jean Kaddour Linqing Liu Ricardo M. A. Silva Matt J. Kusner ODL 18 58 0 01 Feb 2022
Multi-task Pre-training Language Model for Semantic Network Completion Da Li Sen Yang Kele Xu Ming Yi Yukai He Huaimin Wang 43 29 0 13 Jan 2022
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 181 1,940 0 02 Feb 2020