Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction

21 November 2019

Papers citing "Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction"

50 / 108 papers shown

Title
Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer Wen Zhang Yushan Zhu Mingyang Chen Yuxia Geng Yufen Huang Yajing Xu Wenting Song Hua-zeng Chen 51 26 0 03 Mar 2023
Knowledge Graph Completion with Counterfactual Augmentation Heng Chang Jie Cai Jia Li 14 25 0 25 Feb 2023
KHAN: Knowledge-Aware Hierarchical Attention Networks for Accurate Political Stance Prediction Yunyong Ko Seongeun Ryu Soeun Han Youngseung Jeon Jaehoon Kim Sohyun Park Kyungsik Han Hanghang Tong Sang-Wook Kim 26 15 0 23 Feb 2023
Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning Xiangrong Zhu Guang-pu Li Wei Hu MU FedML 27 48 0 04 Feb 2023
Editing Language Model-based Knowledge Graph Embeddings Shuyang Cheng Ningyu Zhang Bo Tian Zhiyu Li Wei Guo Huajun Chen KELM 51 23 0 25 Jan 2023
Sem@ $K$ : Is my knowledge graph embedding model semantic-aware? Nicolas Hubert Pierre Monnin Armelle Brun D. Monticolo 21 8 0 13 Jan 2023
Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules Yinyu Lan Shizhu He Kang Liu Jun Zhao 16 3 0 07 Jan 2023
A Survey On Few-shot Knowledge Graph Completion with Structural and Commonsense Knowledge Haodi Ma D. Wang 32 6 0 03 Jan 2023
Analogical Inference Enhanced Knowledge Graph Embedding Zhen Yao Wen Zhang Mingyang Chen Yufen Huang Yezhou Yang Hua-zeng Chen 38 12 0 03 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 31 110 0 12 Dec 2022
$Differentiable Fuzzy $\mathcal{ALC}$: A Neural-Symbolic Representation Language for Symbol Grounding$ Differentiable Fuzzy $\mathcal{ALC}$ : A Neural-Symbolic Representation Language for Symbol Grounding Xuan Wu Xinhao Zhu Yizheng Zhao Xinyu Dai FedML AI4CE 30 2 0 22 Nov 2022
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure K. Liang Yue Liu Sihang Zhou Wenxuan Tu Yi Wen Xihong Yang Xiang Dong Xinwang Liu 26 76 0 19 Nov 2022
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces Jiahang Cao Jinyuan Fang Zaiqiao Meng Shangsong Liang 31 60 0 07 Nov 2022
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion Jianhao Shen Chenguang Wang Ye Yuan Jiawei Han Heng Ji Koushik Sen Ming Zhang Dawn Song KELM ALM VPVLM 25 7 0 25 Oct 2022
Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs Roshni G. Iyer Yunsheng Bai Wei Wang Yizhou Sun 64 18 0 19 Sep 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion Jianhao Shen Chenguang Wang Linyuan Gong Dawn Song 34 30 0 19 Sep 2022
Subsampling for Knowledge Graph Embedding Explained Hidetaka Kamigaito Katsuhiko Hayashi 20 2 0 13 Sep 2022
Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction Yufeng Zhang Weiqing Wang Hongzhi Yin Pengpeng Zhao Wei Chen Lei Zhao Soochow University 30 14 0 03 Sep 2022
A Review of Knowledge Graph Completion Mohamad Zamini Hassan Reza M. Rabiei 21 59 0 24 Aug 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 25 5 0 23 Aug 2022
KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion Zhaoxuan Tan Zilong Chen Shangbin Feng Qingyue Zhang Qinghua Zheng Jundong Li Minnan Luo 32 36 0 16 Aug 2022
ER: Equivariance Regularizer for Knowledge Graph Completion Zongsheng Cao Qianqian Xu Zhiyong Yang Qingming Huang 32 11 0 24 Jun 2022
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning Hidetaka Kamigaito Katsuhiko Hayashi 4 25 0 21 Jun 2022
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
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective Ying Zhou Xuanang Chen Xianpei Han Zheng Ye Le Sun 31 11 0 09 May 2022
Hyperbolic Hierarchical Knowledge Graph Embeddings for Link Prediction in Low Dimensions Wenjie Zheng Wenxue Wang Shu Zhao Fulan Qian 36 3 0 28 Apr 2022
Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings Jie Wang Zhanqiu Zhang Zhihao Shi Jianyu Cai Shuiwang Ji Feng Wu 21 8 0 24 Mar 2022
ModulE: Module Embedding for Knowledge Graphs Jingxuan Chai Guangming Shi 22 2 0 09 Mar 2022
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion Guanglin Niu Bo-wen Li Yongfei Zhang Shi Pu 33 43 0 25 Feb 2022
Contextual Semantic Embeddings for Ontology Subsumption Prediction Jiaoyan Chen Yuan He Yuxia Geng Ernesto Jiménez-Ruiz Hang Dong Ian Horrocks 35 51 0 20 Feb 2022
Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective Wen Zhang Jiaoyan Chen Juan Li Zezhong Xu Jeff Z. Pan Huajun Chen 30 29 0 15 Feb 2022
STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation Jiayi Li Yujiu Yang 18 9 0 15 Feb 2022
Multi-task Pre-training Language Model for Semantic Network Completion Da Li Sen Yang Kele Xu Ming Yi Yukai He Huaimin Wang 48 30 0 13 Jan 2022
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings Zhiping Luo W. Xu Weiqing Liu Jiang Bian Jian Yin Tie-Yan Liu 19 6 0 09 Dec 2021
Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph Embeddings E. B. Myklebust Ernesto Jiménez-Ruiz Jiaoyan Chen Raoul Wolf K. Tollefsen 20 9 0 08 Dec 2021
Survey on English Entity Linking on Wikidata Cedric Moller Jens Lehmann Ricardo Usbeck KELM 33 21 0 03 Dec 2021
Perform Like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference Guanglin Niu Bo-wen Li Yongfei Zhang Shi Pu 30 4 0 02 Dec 2021
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones Yushi Bai Rex Ying Hongyu Ren J. Leskovec 20 58 0 28 Oct 2021
ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs Zhanqiu Zhang Jie Wang Jiajun Chen Shuiwang Ji Feng Wu 33 119 0 26 Oct 2021
SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models Simon Ott Christian Meilicke Matthias Samwald AI4CE 20 29 0 16 Sep 2021
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations Anson Bastos Kuldeep Singh Abhishek Nadgeri Saeedeh Shekarpour I. Mulang' Johannes Hoffart 30 18 0 12 Aug 2021
A Survey of Knowledge Graph Embedding and Their Applications Shivani Choudhary Tarun Luthra Ashima Mittal Rajat Singh 37 52 0 16 Jul 2021
Technical Report of Team GraphMIRAcles in the WikiKG90M-LSC Track of OGB-LSC @ KDD Cup 2021 Jianyu Cai Jiajun Chen Taoxing Pan Zhanqiu Zhang Jie Wang 21 1 0 12 Jul 2021
EchoEA: Echo Information between Entities and Relations for Entity Alignment X. Lin E. Haihong Wenyu Song Haoran Luo 25 4 0 07 Jul 2021
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods Mohammad Javad Saeedizade Najmeh Torabian B. Minaei-Bidgoli 22 5 0 27 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
HYPER^2: Hyperbolic Poincare Embedding for Hyper-Relational Link Prediction Shiyao Yan Zequn Zhang Xian Sun Guangluan Xu Li Jin Shuchao Li 28 0 0 20 Apr 2021
Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs Jiajun Chen Huarui He Feng Wu Jie Wang 21 130 0 05 Mar 2021
Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion Zhanqiu Zhang Jianyu Cai Jie Wang 9 56 0 11 Nov 2020
Knowledge Graph Embedding with Atrous Convolution and Residual Learning Feiliang Ren Jucheng Li Huihui Zhang Shilei Liu Bochao Li Ruicheng Ming Yujia Bai 22 34 0 23 Oct 2020