Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

4 June 2019

Papers citing "Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs"

50 / 147 papers shown

Title
Explainable Sparse Knowledge Graph Completion via High-order Graph Reasoning Network Weijia Chen Yixin Cao Fuli Feng Xiangnan He Yongdong Zhang 13 2 0 14 Jul 2022
VEM $^2$ L: A Plug-and-play Framework for Fusing Text and Structure Knowledge on Sparse Knowledge Graph Completion Tao He Ming Liu Haichao Zhu Tianwen Jiang Zihao Zheng Jingrun Zhang Sendong Zhao Bing Qin 22 1 0 04 Jul 2022
Geometry Interaction Knowledge Graph Embeddings Zongsheng Cao Qianqian Xu Zhiyong Yang Xiaochun Cao Qingming Huang 32 59 0 24 Jun 2022
ER: Equivariance Regularizer for Knowledge Graph Completion Zongsheng Cao Qianqian Xu Zhiyong Yang Qingming Huang 34 11 0 24 Jun 2022
ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion Aleksandar Pavlović Emanuel Sallinger 12 16 0 08 Jun 2022
Learning Attention-based Representations from Multiple Patterns for Relation Prediction in Knowledge Graphs Vítor Lourencco A. Paes AI4TS 22 6 0 07 Jun 2022
StarGraph: Knowledge Representation Learning based on Incomplete Two-hop Subgraph Hongzhu Li Xiang Gao Linhui Feng Yafeng Deng Yuhui Yin 18 2 0 27 May 2022
Relphormer: Relational Graph Transformer for Knowledge Graph Representations Zhen Bi Shuyang Cheng Jing Chen Xiaozhuan Liang Zhiyu Li Ningyu Zhang 40 37 0 22 May 2022
Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? Juanhui Li Harry Shomer Jiayu Ding Yiqi Wang Yao Ma Neil Shah Jiliang Tang Dawei Yin 45 12 0 21 May 2022
Relational representation learning with spike trains Dominik Dold 18 4 0 18 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
SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space Jinxing Yu Yunfeng Cai Mingming Sun P. Li 18 5 0 21 Apr 2022
GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition Yang Li Ji Chen Fu Li Boxun Fu Hao Wu Youshuo Ji Yijing Zhou Yi Niu Guangming Shi Wenming Zheng SSL 33 91 0 12 Apr 2022
Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings Jie Wang Zhanqiu Zhang Zhihao Shi Jianyu Cai Shuiwang Ji Feng Wu 24 8 0 24 Mar 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 19 32 0 17 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 Zhiyu Li Huajun Chen 32 12 0 25 Feb 2022
TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery Zhaocheng Zhu Chence Shi Zuobai Zhang Shengchao Liu Minghao Xu ... Chang Ma Runcheng Liu Louis-Pascal Xhonneux Meng Qu Jian Tang OOD VLM MedIm 14 70 0 16 Feb 2022
CenGCN: Centralized Convolutional Networks with Vertex Imbalance for Scale-Free Graphs Feng Xia Lei Wang Tao Tang Xin Chen Xiangjie Kong G. Oatley Irwin King GNN 41 32 0 16 Feb 2022
Rethinking Graph Convolutional Networks in Knowledge Graph Completion Zhanqiu Zhang Jie Wang Jieping Ye Feng Wu GNN 26 61 0 08 Feb 2022
From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer Xin Xie Ningyu Zhang Zhoubo Li Shumin Deng Hui Chen Zhiyu Li Mosha Chen Huajun Chen 24 92 0 04 Feb 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 33 23 0 27 Jan 2022
Link Prediction with Contextualized Self-Supervision Daokun Zhang Jie Yin Philip S. Yu 24 6 0 25 Jan 2022
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings Peng Wang Xin Xie Xiaohan Wang Ningyu Zhang RALM 35 16 0 14 Jan 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
Frame Shift Prediction Zheng-Xin Yong Patrick Watson Tiago Timponi Torrent Oliver Czulo Collin F. Baker 32 2 0 05 Jan 2022
Graph Collaborative Reasoning H. Chen Yunqi Li Shaoyun Shi Shuchang Liu He Zhu Yongfeng Zhang LRM 11 28 0 27 Dec 2021
Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules Wen Zhang Shumin Deng Mingyang Chen Liang Wang Qiang Chen Zhiyu Li Xiangwen Liu Huajun Chen 14 9 0 16 Dec 2021
Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning Zhao Zhang Fuzhen Zhuang Hengshu Zhu Chao Li Hui Xiong Qing He Yongjun Xu 42 12 0 11 Nov 2021
RMNA: A Neighbor Aggregation-Based Knowledge Graph Representation Learning Model Using Rule Mining Ling-Hao Chen Jun Cui Xing Tang Chao Song Y. Qian Yansheng Li Yongjun Zhang 21 0 0 01 Nov 2021
Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding Tengwei Song Jie Luo Lei Huang 40 34 0 27 Oct 2021
Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning Weiqiang Jin Biao Zhao Hang Yu Xi Tao Ruiping Yin Guizhong Liu 27 59 0 25 Oct 2021
Scalable knowledge base completion with superposition memories Matthias Lalisse Eric Rosen P. Smolensky 11 0 0 24 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 38 2 0 02 Oct 2021
A Survey of Knowledge Enhanced Pre-trained Models Jian Yang Xinyu Hu Gang Xiao Yulong Shen KELM 40 5 0 01 Oct 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 29 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 24 16 0 13 Sep 2021
Integrating Approaches to Word Representation Yuval Pinter NAI 48 5 0 10 Sep 2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting Haohai Sun Jialu Zhong Yunpu Ma Zhen Han Kun He AI4TS 76 152 0 09 Sep 2021
Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering Zizheng Lin Hao Ke N. Wong Jiaxin Bai Yangqiu Song Huan Zhao Junpeng Ye 32 11 0 04 Sep 2021
From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey Giuseppe Marra Sebastijan Dumancic Robin Manhaeve Luc de Raedt NAI 28 60 0 25 Aug 2021
Knowledge Perceived Multi-modal Pretraining in E-commerce Yushan Zhu Huaixiao Tou Wen Zhang Ganqiang Ye Hui Chen Ningyu Zhang Huajun Chen 28 32 0 20 Aug 2021
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs Yao Zhang Peiyao Li Hongru Liang Adam Jatowt Zhenglu Yang ReLM 17 5 0 17 Aug 2021
MLDev: Data Science Experiment Automation and Reproducibility Software A. Khritankov Nikita Pershin Nikita Ukhov Artem Ukhov VLM 4 4 0 26 Jul 2021
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu C. Aggarwal Chang-Tien Lu 53 18 0 21 Jul 2021
Trans4E: Link Prediction on Scholarly Knowledge Graphs M. Nayyeri Gökce Müge Çil S. Vahdati Francesco Osborne Mahfuzur Rahman ... Angelo Salatino Diego Reforgiato Recupero Nadezhda Vassilyeva Enrico Motta Jens Lehmann 37 58 0 03 Jul 2021
Node Classification Meets Link Prediction on Knowledge Graphs Ralph Abboud .Ismail .Ilkan Ceylan 16 3 0 14 Jun 2021
A Systematic Investigation of KB-Text Embedding Alignment at Scale Vardaan Pahuja Yu Gu Wenhu Chen M. Bahrami Lei Liu Wei-Peng Chen Yu-Chuan Su 21 2 0 03 Jun 2021
How Attentive are Graph Attention Networks? Shaked Brody Uri Alon Eran Yahav GNN 60 1,025 0 30 May 2021
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes Sumit Pai Luca Costabello 12 18 0 18 May 2021