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
Social Biases in Knowledge Representations of Wikidata separates Global North from Global South Paramita Das Sai Keerthana Karnam Aditya Soni Animesh Mukherjee 139 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
Detecting underdetermination in parameterized quantum circuits Marie Kempkes Jakob Spiegelberg Evert van Nieuwenburg Vedran Dunjko 39 0 0 04 Apr 2025
Graph Contrastive Learning on Multi-label Classification for Recommendations Jiayang Wu Wensheng Gan Huashen Lu Philip S. Yu 41 1 0 13 Jan 2025
A Semantic Partitioning Method for Large-Scale Training of Knowledge Graph Embeddings Yuhe Bai 33 1 0 08 Jan 2025
Efficient Relational Context Perception for Knowledge Graph Completion Wenkai Tu Guojia Wan Zhengchun Shang Bo Du 32 0 0 03 Jan 2025
A Contextualized BERT model for Knowledge Graph Completion Haji Gul Abdul Ghani Naim Ajaz A. Bhat 67 3 0 15 Dec 2024
KAAE: Numerical Reasoning for Knowledge Graphs via Knowledge-aware Attributes Learning Ming Yin Qiang Zhou Zongsheng Cao Mei Li 74 1 0 20 Nov 2024
Fully Hyperbolic Rotation for Knowledge Graph Embedding Qiuyu Liang Weihua Wang F. Bao Guanglai Gao 40 2 0 06 Nov 2024
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning Lei Hu Wenwen Li Yunqiang Zhu 8 0 0 24 Oct 2024
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties Guanglin Niu 37 0 0 16 Oct 2024
Learning to Solve Abstract Reasoning Problems with Neurosymbolic Program Synthesis and Task Generation J. Bednarek K. Krawiec LRM NAI 25 0 0 06 Oct 2024
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning Junnan Liu Qianren Mao Weifeng Jiang Jianxin Li 35 0 0 19 Sep 2024
Hierarchical Blockmodelling for Knowledge Graphs Marcin Pietrasik Marek Reformat Anna Wilbik 29 1 0 28 Aug 2024
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion Rui Ying Mengting Hu Jianfeng Wu Yalan Xie Xiaoyi Liu Zhunheng Wang Ming Jiang Hang Gao Linlin Zhang Renhong Cheng 38 3 0 13 Aug 2024
On The Expressive Power of Knowledge Graph Embedding Methods Jiexing Gao Dmitry Rodin Vasily Motolygin Denis Zaytsev 23 0 0 23 Jul 2024
Unified Interpretation of Smoothing Methods for Negative Sampling Loss Functions in Knowledge Graph Embedding Xincan Feng Hidetaka Kamigaito Katsuhiko Hayashi Taro Watanabe 44 1 0 05 Jul 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 68 3 0 01 Jul 2024
Start from Zero: Triple Set Prediction for Automatic Knowledge Graph Completion Wen Zhang Yajing Xu Peng Ye Zhiwei Huang Zezhong Xu Jiaoyan Chen Jeff Z. Pan Huajun Chen 29 1 0 26 Jun 2024
Improving rule mining via embedding-based link prediction N'Dah Jean Kouagou Arif Yilmaz Michel Dumontier A. N. Ngomo AI4CE 30 0 0 14 Jun 2024
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge Pengcheng Jiang Lang Cao Cao Xiao Parminder Bhatia Jimeng Sun Jiawei Han AI4MH 44 2 0 26 May 2024
One Subgraph for All: Efficient Reasoning on Opening Subgraphs for Inductive Knowledge Graph Completion Zhiwen Xie Yi Zhang Guangyou Zhou Jin Liu Xinhui Tu Xiangji Huang LRM 44 4 0 24 Apr 2024
HyperMono: A Monotonicity-aware Approach to Hyper-Relational Knowledge Representation Zhiwei Hu Víctor Gutiérrez-Basulto Zhiliang Xiang Ru Li Jeff Z. Pan 33 0 0 15 Apr 2024
Negative Sampling in Knowledge Graph Representation Learning: A Review Tiroshan Madushanka R. Ichise 52 8 0 29 Feb 2024
HearHere: Mitigating Echo Chambers in News Consumption through an AI-based Web System Youngseung Jeon Jaehoon Kim Sohyun Park Yun-kyoung Ko Seongeun Ryu Sang-Wook Kim Kyungsik Han 22 5 0 28 Feb 2024
A Self-matching Training Method with Annotation Embedding Models for Ontology Subsumption Prediction Yukihiro Shiraishi Ken Kaneiwa 14 2 0 26 Feb 2024
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models Yang Liu Huang Fang Yunfeng Cai Mingming Sun 28 3 0 05 Feb 2024
KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion Yanbin Wei Qiushi Huang James T. Kwok Yu Zhang 27 34 0 04 Feb 2024
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion? Yusuke Sakai Hidetaka Kamigaito Katsuhiko Hayashi Taro Watanabe 26 1 0 15 Nov 2023
Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation Jiaang Li Quan Wang Yi Liu L. Zhang Zhendong Mao 29 0 0 24 Oct 2023
Towards Enhancing Relational Rules for Knowledge Graph Link Prediction Shuhan Wu Huaiyu Wan Wei Chen Yuting Wu Junfeng Shen Youfang Lin AI4CE NAI 32 5 0 20 Oct 2023
Node-based Knowledge Graph Contrastive Learning for Medical Relationship Prediction Zhiguang Fan Yuedong Yang Mingyuan Xu Hongming Chen 38 1 0 16 Oct 2023
Negative Sampling with Adaptive Denoising Mixup for Knowledge Graph Embedding Xian-gan Chen Wen Zhang Zhen Yao Mingyang Chen Siliang Tang 38 5 0 15 Oct 2023
Knowledge Graph Embedding: An Overview Xiou Ge Yun Cheng Wang Bin Wang C.-C. Jay Kuo 33 19 0 21 Sep 2023
Learning Complete Topology-Aware Correlations Between Relations for Inductive Link Prediction Jie Wang Hanzhu Chen Qitan Lv Zhihao Shi Jiajun Chen Huarui He Hongtao Xie Yongdong Zhang Feng Wu 27 0 0 20 Sep 2023
Model-based Subsampling for Knowledge Graph Completion Xincan Feng Hidetaka Kamigaito Katsuhiko Hayashi Taro Watanabe 25 1 0 17 Sep 2023
Information Flow in Graph Neural Networks: A Clinical Triage Use Case Víctor Valls Mykhaylo Zayats Alessandra Pascale 19 1 0 12 Sep 2023
Rethinking Language Models as Symbolic Knowledge Graphs Vishwas Mruthyunjaya Pouya Pezeshkpour Estevam R. Hruschka Nikita Bhutani ELM ALM 21 10 0 25 Aug 2023
A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning Long Jin Zhen Yao Mingyang Chen Hua-zeng Chen Wen Zhang 19 3 0 15 Aug 2023
Inductive Knowledge Graph Completion with GNNs and Rules: An Analysis Akash Anil Víctor Gutiérrez-Basulto Yazmín Ibánez-García Steven Schockaert 26 2 0 14 Aug 2023
HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion Zhiwei Hu Víctor Gutiérrez-Basulto Zhiliang Xiang Ru Li Jeff Z. Pan 32 10 0 12 Aug 2023
Simple Rule Injection for ComplEx Embeddings Haodi Ma Anthony Colas Yuejie Wang A. Sadeghian D. Wang NAI 17 0 0 07 Aug 2023
Structure Guided Multi-modal Pre-trained Transformer for Knowledge Graph Reasoning K. Liang Sihang Zhou Yue Liu Lingyuan Meng Meng Liu Xinwang Liu 36 15 0 06 Jul 2023
Curvature-enhanced Graph Convolutional Network for Biomolecular Interaction Prediction Cong Shen Pingjian Ding Junjie Wee Jialin Bi Jiawei Luo Kelin Xia GNN 14 6 0 23 Jun 2023
Message Intercommunication for Inductive Relation Reasoning K. Liang Lingyuan Meng Sihang Zhou Siwei Wang Wenxuan Tu Yue Liu Meng Liu Xinwang Liu LRM 35 13 0 23 May 2023
PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning E. Lee Joyce C. Ho 29 2 0 04 May 2023
Knowledge Graph Embedding with 3D Compound Geometric Transformations Xiou Ge Yun Cheng Wang Bin Wang C.-C. Jay Kuo 22 6 0 01 Apr 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
IMF: Interactive Multimodal Fusion Model for Link Prediction Xinhang Li Xiangyu Zhao Jiaxing Xu Yong Zhang Chunxiao Xing 32 40 0 20 Mar 2023