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PairRE: Knowledge Graph Embeddings via Paired Relation Vectors
v1v2v3 (latest)

PairRE: Knowledge Graph Embeddings via Paired Relation Vectors

7 November 2020
Linlin Chao
Jianshan He
Taifeng Wang
Wei Chu
ArXiv (abs)PDFHTML

Papers citing "PairRE: Knowledge Graph Embeddings via Paired Relation Vectors"

50 / 61 papers shown
SKGE: Spherical Knowledge Graph Embedding with Geometric Regularization
SKGE: Spherical Knowledge Graph Embedding with Geometric Regularization
Xuan-Truong Quan
Xuan-Son Quan
Duc Do Minh
Vinh Nguyen Van
256
0
0
04 Nov 2025
Complementarity-driven Representation Learning for Multi-modal Knowledge Graph Completion
Complementarity-driven Representation Learning for Multi-modal Knowledge Graph Completion
Lijian Li
191
1
0
28 Jul 2025
How do Probabilistic Graphical Models and Graph Neural Networks Look at Network Data?
How do Probabilistic Graphical Models and Graph Neural Networks Look at Network Data?
Michela Lapenna
Caterina De Bacco
485
1
0
13 Jun 2025
RSCF: Relation-Semantics Consistent Filter for Entity Embedding of Knowledge Graph
RSCF: Relation-Semantics Consistent Filter for Entity Embedding of Knowledge GraphAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Junsik Kim
Jinwook Park
Kangil Kim
309
0
0
27 May 2025
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects
Guanglin Niu
Bo Li
Yangguang Lin
LRM
331
2
0
27 Apr 2025
QuatE-D: A Distance-Based Quaternion Model for Knowledge Graph Embedding
QuatE-D: A Distance-Based Quaternion Model for Knowledge Graph Embedding
Hamideh-Sadat Fazael-Ardakani
Hamid Soltanian-Zadeh
305
1
0
18 Apr 2025
Diffusion-based Hierarchical Negative Sampling for Multimodal Knowledge Graph Completion
Diffusion-based Hierarchical Negative Sampling for Multimodal Knowledge Graph Completion
Guanglin Niu
Xiaowei Zhang
303
6
0
28 Jan 2025
Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts
Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts
Haodi Ma
Dzmitry Kasinets
Daisy Zhe Wang
375
0
0
26 Jan 2025
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties
Guanglin Niu
505
1
0
16 Oct 2024
Learning to Solve Abstract Reasoning Problems with Neurosymbolic Program
  Synthesis and Task Generation
Learning to Solve Abstract Reasoning Problems with Neurosymbolic Program Synthesis and Task GenerationInternational Workshop on Neural-Symbolic Learning and Reasoning (NeSy), 2024
J. Bednarek
K. Krawiec
LRMNAI
256
0
0
06 Oct 2024
MARS: A neurosymbolic approach for interpretable drug discovery
MARS: A neurosymbolic approach for interpretable drug discovery
L. Delong
Yojana Gadiya
Paola Galdi
Jacques D. Fleuriot
Daniel Domingo-Fernández
960
6
0
02 Oct 2024
The Role of Graph Topology in the Performance of Biomedical Knowledge Graph Completion Models
The Role of Graph Topology in the Performance of Biomedical Knowledge Graph Completion Models
A. Cattaneo
Stephen Bonner
Thomas Martynec
Carlo Luschi
Carlo Luschi
Ian P Barrett
Daniel Justus
345
2
0
06 Sep 2024
Simple but Effective Compound Geometric Operations for Temporal
  Knowledge Graph Completion
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph CompletionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Rui Ying
Mengting Hu
Jianfeng Wu
Yalan Xie
Xiaoyi Liu
Zhunheng Wang
Ming Jiang
Hang Gao
Linlin Zhang
Renhong Cheng
263
8
0
13 Aug 2024
Croppable Knowledge Graph Embedding
Croppable Knowledge Graph Embedding
Yushan Zhu
Wen Zhang
Zhiqiang Liu
Yin Hua
Lei Liang
H. Chen
360
0
0
03 Jul 2024
Knowledge-Aware Parsimony Learning: A Perspective from Relational Graphs
Knowledge-Aware Parsimony Learning: A Perspective from Relational Graphs
Quanming Yao
Yongqi Zhang
Yaqing Wang
Nan Yin
James Kwok
Qiang Yang
292
0
0
29 Jun 2024
Start from Zero: Triple Set Prediction for Automatic Knowledge Graph
  Completion
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
216
5
0
26 Jun 2024
Knowledge Graph Reasoning with Self-supervised Reinforcement Learning
Knowledge Graph Reasoning with Self-supervised Reinforcement Learning
Ying Ma
Owen Burns
Mingqiu Wang
Gang Li
Nan Du
Laurent El Shafey
Liqiang Wang
Izhak Shafran
H. Soltau
SSLReLMOffRLLRM
484
3
0
22 May 2024
Generalizing Knowledge Graph Embedding with Universal Orthogonal
  Parameterization
Generalizing Knowledge Graph Embedding with Universal Orthogonal ParameterizationInternational Conference on Machine Learning (ICML), 2024
Rui Li
Chaozhuo Li
Yanming Shen
Zeyu Zhang
Xu Chen
261
11
0
14 May 2024
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation
  Learning
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning
Jaejun Lee
Minsung Hwang
J. Whang
346
2
0
10 May 2024
One Subgraph for All: Efficient Reasoning on Opening Subgraphs for
  Inductive Knowledge Graph Completion
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
283
19
0
24 Apr 2024
NativE: Multi-modal Knowledge Graph Completion in the Wild
NativE: Multi-modal Knowledge Graph Completion in the Wild
Yichi Zhang
Zhuo Chen
Lingbing Guo
Yajing Xu
Binbin Hu
Ziqi Liu
Wen Zhang
Hua-zeng Chen
226
49
0
28 Mar 2024
KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on
  Large Language Models for Knowledge Graph Completion
KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion
Yilin Wang
Minghao Hu
Zhen Huang
Dongsheng Li
Dong Yang
Xicheng Lu
225
15
0
26 Mar 2024
Unleashing the Power of Imbalanced Modality Information for Multi-modal
  Knowledge Graph Completion
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion
Yichi Zhang
Zhuo Chen
Lei Liang
Hua-zeng Chen
Wen Zhang
255
35
0
22 Feb 2024
Deep Outdated Fact Detection in Knowledge Graphs
Deep Outdated Fact Detection in Knowledge Graphs
Huiling Tu
Shuo Yu
Vidya Saikrishna
Xiwei Xu
Karin Verspoor
301
16
0
06 Feb 2024
Edge-Enabled Anomaly Detection and Information Completion for Social
  Network Knowledge Graphs
Edge-Enabled Anomaly Detection and Information Completion for Social Network Knowledge Graphs
Fan Lu
Quan Qi
Huaibin Qin
234
3
0
13 Jan 2024
Chain of History: Learning and Forecasting with LLMs for Temporal
  Knowledge Graph Completion
Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion
Ruilin Luo
Tianle Gu
Haoling Li
Junzhe Li
Zicheng Lin
Jiayi Li
Yujiu Yang
AI4CE
535
19
0
11 Jan 2024
Node-based Knowledge Graph Contrastive Learning for Medical Relationship
  Prediction
Node-based Knowledge Graph Contrastive Learning for Medical Relationship Prediction
Zhiguang Fan
Yuedong Yang
Mingyuan Xu
Hongming Chen
302
2
0
16 Oct 2023
Prior Bilinear Based Models for Knowledge Graph Completion
Prior Bilinear Based Models for Knowledge Graph Completion
Jiayin Li
Ruilin Luo
Jiaqi Sun
Jing Xiao
Yujiu Yang
247
1
0
25 Sep 2023
Knowledge Graph Embedding: An Overview
Knowledge Graph Embedding: An OverviewAPSIPA Transactions on Signal and Information Processing (TASIP), 2023
Xiou Ge
Yun Cheng Wang
Bin Wang
C.-C. Jay Kuo
280
51
0
21 Sep 2023
A Comprehensive Study on Knowledge Graph Embedding over Relational
  Patterns Based on Rule Learning
A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule LearningInternational Workshop on the Semantic Web (SW), 2023
Long Jin
Zhen Yao
Yin Hua
Hua-zeng Chen
Wen Zhang
200
4
0
15 Aug 2023
CausE: Towards Causal Knowledge Graph Embedding
CausE: Towards Causal Knowledge Graph Embedding
Yichi Zhang
Wen Zhang
237
5
0
21 Jul 2023
TransERR: Translation-based Knowledge Graph Embedding via Efficient
  Relation Rotation
TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation RotationInternational Conference on Language Resources and Evaluation (LREC), 2023
Jiang Li
Xiangdong Su
Fujun Zhang
Guanglai Gao
289
9
0
26 Jun 2023
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge
  Graph Completion
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph CompletionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Rui Li
Xu Chen
Chaozhuo Li
Yanming Shen
Jianan Zhao
...
Weihao Han
Hao Sun
Weiwei Deng
Tao Gui
Xing Xie
242
11
0
23 May 2023
3D Rotation and Translation for Hyperbolic Knowledge Graph Embedding
3D Rotation and Translation for Hyperbolic Knowledge Graph EmbeddingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Yihua Zhu
Hidetoshi Shimodaira
287
2
0
22 May 2023
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph Embedding
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph EmbeddingThe Web Conference (WWW), 2023
Honggen Zhang
Igor Molybog
Xufeng Zhao
320
13
0
17 May 2023
Knowledge Graph Embedding with 3D Compound Geometric Transformations
Knowledge Graph Embedding with 3D Compound Geometric TransformationsAPSIPA Transactions on Signal and Information Processing (TASIP), 2023
Xiou Ge
Yun Cheng Wang
Sijin Yu
C.-C. Jay Kuo
257
12
0
01 Apr 2023
Analogical Inference Enhanced Knowledge Graph Embedding
Analogical Inference Enhanced Knowledge Graph EmbeddingAAAI Conference on Artificial Intelligence (AAAI), 2023
Zhen Yao
Wen Zhang
Yin Hua
Yufen Huang
Yezhou Yang
Hua-zeng Chen
350
21
0
03 Jan 2023
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic,
  and Multimodal
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and MultimodalIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
K. Liang
Lingyuan Meng
Meng Liu
Yue Liu
Wenxuan Tu
Siwei Wang
Sihang Zhou
Xinwang Liu
Fu Sun
LRM
599
263
0
12 Dec 2022
Mitigating Relational Bias on Knowledge Graphs
Mitigating Relational Bias on Knowledge GraphsACM Transactions on Knowledge Discovery from Data (TKDD), 2022
Yu-Neng Chuang
Kwei-Herng Lai
Ruixiang Tang
Mengnan Du
Chia-Yuan Chang
Na Zou
Helen Zhou
FaML
287
5
0
26 Nov 2022
Knowledge Graph Embedding: A Survey from the Perspective of
  Representation Spaces
Knowledge Graph Embedding: A Survey from the Perspective of Representation SpacesACM Computing Surveys (ACM CSUR), 2022
Jiahang Cao
Jinyuan Fang
Zaiqiao Meng
Shangsong Liang
405
154
0
07 Nov 2022
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge
  Graph Link Prediction
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link PredictionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Miao Peng
Ben Liu
Qianqian Xie
Wenjie Xu
Hua Wang
Min Peng
385
19
0
10 Oct 2022
TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors
TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors
Long Yu
Zhi-Ping Luo
Huanyong Liu
Deng Lin
Hongzhu Li
Yafeng Deng
189
23
0
17 Sep 2022
Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities
Inductive Knowledge Graph Reasoning for Multi-batch Emerging EntitiesInternational Conference on Information and Knowledge Management (CIKM), 2022
Yuanning Cui
Yuxin Wang
Zequn Sun
Wenqiang Liu
Yiqiao Jiang
Kexin Han
Wei Hu
LRM
368
17
0
22 Aug 2022
GreenKGC: A Lightweight Knowledge Graph Completion Method
GreenKGC: A Lightweight Knowledge Graph Completion MethodAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Yun Cheng Wang
Xiou Ge
Sijin Yu
C.-C. Jay Kuo
371
23
0
19 Aug 2022
AutoWeird: Weird Translational Scoring Function Identified by Random
  Search
AutoWeird: Weird Translational Scoring Function Identified by Random Search
Hansi Yang
Yongqi Zhang
Quanming Yao
194
0
0
24 Jul 2022
CompoundE: Knowledge Graph Embedding with Translation, Rotation and
  Scaling Compound Operations
CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations
Xiou Ge
Yun Cheng Wang
Sijin Yu
C.-C. Jay Kuo
326
13
0
12 Jul 2022
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs
A*Net: A Scalable Path-based Reasoning Approach for Knowledge GraphsNeural Information Processing Systems (NeurIPS), 2022
Zhaocheng Zhu
Xinyu Yuan
Mikhail Galkin
Sophie Xhonneux
Ming Zhang
Maxime Gazeau
Jian Tang
GNNLRM
478
78
0
07 Jun 2022
StarGraph: Knowledge Representation Learning based on Incomplete Two-hop
  Subgraph
StarGraph: Knowledge Representation Learning based on Incomplete Two-hop Subgraph
Hongzhu Li
Yantao Du
Linhui Feng
Yafeng Deng
Yuhui Yin
281
3
0
27 May 2022
Simple and Effective Relation-based Embedding Propagation for Knowledge
  Representation Learning
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Huijuan Wang
Siming Dai
Weiyue Su
Hui Zhong
Zeyang Fang
Zhengjie Huang
Shi Feng
Zeyu Chen
Yu Sun
Dianhai Yu
169
18
0
13 May 2022
PIE: a Parameter and Inference Efficient Solution for Large Scale
  Knowledge Graph Embedding Reasoning
PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding Reasoning
Linlin Chao
Xiexiong Lin
Taifeng Wang
Wei Chu
446
7
0
29 Apr 2022
12
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