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Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces

7 November 2022

Jiahang Cao

Papers citing "Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces"

50 / 117 papers shown

Title
Diffusion-based Hierarchical Negative Sampling for Multimodal Knowledge Graph Completion Guanglin Niu Xiaowei Zhang 85 1 0 28 Jan 2025
Aligning Generalisation Between Humans and Machines Filip Ilievski Barbara Hammer F. V. Harmelen Benjamin Paassen S. Saralajew ... Vered Shwartz Gabriella Skitalinskaya Clemens Stachl Gido M. van de Ven T. Villmann 284 1 0 23 Nov 2024
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties Guanglin Niu 97 0 0 16 Oct 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 136 3 0 01 Jul 2024
Improving the Expressiveness of $K$ -hop Message-Passing GNNs by Injecting Contextualized Substructure Information Tianjun Yao Yiongxu Wang Kun Zhang Shangsong Liang 80 11 0 27 Jun 2024
Cardinality Estimation on Hyper-relational Knowledge Graphs Fei Teng Haoyang Li Shimin Di Lei Chen 115 3 0 24 May 2024
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs Zijie Huang Daheng Wang Binxuan Huang Chenwei Zhang Jingbo Shang ... Zhengyang Wang Xian Li Christos Faloutsos Yizhou Sun Wei Wang 128 11 0 04 Jul 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 126 784 0 14 Jun 2023
Constructing a Knowledge Graph from Textual Descriptions of Software Vulnerabilities in the National Vulnerability Database Anders Molmen Host Pierre Lison Leon Moonen 21 2 0 30 Apr 2023
Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca Yiming Cui Ziqing Yang Xin Yao ALM 72 315 0 17 Apr 2023
Knowledge Graph Embedding with 3D Compound Geometric Transformations Xiou Ge Yun Cheng Wang Bin Wang C.-C. Jay Kuo 52 7 0 01 Apr 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.5K 13,437 0 27 Feb 2023
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models Cosimo Gregucci M. Nayyeri Daniel Hernández Steffen Staab 73 22 0 13 Feb 2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity Yejin Bang Samuel Cahyawijaya Nayeon Lee Wenliang Dai Dan Su ... Tiezheng Yu Willy Chung Quyet V. Do Yan Xu Pascale Fung ReLM LRM 122 1,386 0 08 Feb 2023
Editing Language Model-based Knowledge Graph Embeddings Shuyang Cheng Ningyu Zhang Bo Tian Feiyu Xiong Wei Guo Huajun Chen KELM 112 26 0 25 Jan 2023
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 399 2,394 0 09 Nov 2022
Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform Huiru Xiao Xin Liu Yangqiu Song Ginny Wong Simon See 18 8 0 07 Nov 2022
Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs Roshni G. Iyer Yunsheng Bai Wei Wang Yizhou Sun 89 19 0 19 Sep 2022
TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors Long Yu Zhi-Ping Luo Huanyong Liu Deng Lin Hongzhu Li Yafeng Deng 54 17 0 17 Sep 2022
CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations Xiou Ge Yun Cheng Wang Bin Wang C.-C. Jay Kuo 78 11 0 12 Jul 2022
Geometry Interaction Knowledge Graph Embeddings Zongsheng Cao Qianqian Xu Zhiyong Yang Xiaochun Cao Qingming Huang 70 62 0 24 Jun 2022
ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion Aleksandar Pavlović Emanuel Sallinger 46 20 0 08 Jun 2022
Ultrahyperbolic Knowledge Graph Embeddings Bo Xiong Shichao Zhu M. Nayyeri Chengjin Xu Shirui Pan Chuan Zhou Steffen Staab 59 34 0 01 Jun 2022
Hyperbolic Hierarchical Knowledge Graph Embeddings for Link Prediction in Low Dimensions Wenjie Zheng Wenxue Wang Shu Zhao Fulan Qian 40 3 0 28 Apr 2022
TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation Xuanyu Zhang Qing Yang Dongliang Xu 89 22 0 18 Apr 2022
ModulE: Module Embedding for Knowledge Graphs Jingxuan Chai Guangming Shi 63 2 0 09 Mar 2022
HousE: Knowledge Graph Embedding with Householder Parameterization Rui Li Jianan Zhao Chaozhuo Li Di He Yiqi Wang ... Senzhang Wang Weiwei Deng Yanming Shen Xing Xie Qi Zhang 61 47 0 16 Feb 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 72 11 0 10 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 226 2,423 0 08 Feb 2022
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering Xikun Zhang Antoine Bosselut Michihiro Yasunaga Hongyu Ren Percy Liang Christopher D. Manning J. Leskovec ReLM AI4MH LRM 78 231 0 21 Jan 2022
CORE: A Knowledge Graph Entity Type Prediction Method via Complex Space Regression and Embedding Xiou Ge Yun Cheng Wang Bin Wang C.-C. Jay Kuo 69 31 0 19 Dec 2021
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs Manas Gaur Kalpa Gunaratna Vijay Srinivasan Hongxia Jin RALM 62 53 0 13 Dec 2021
Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks Qiyu Kang Yang Song Qinxu Ding Wee Peng Tay AAML 56 93 0 25 Oct 2021
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models Zaiqiao Meng Fangyu Liu Ehsan Shareghi Yixuan Su Charlotte Collins Nigel Collier 74 28 0 15 Oct 2021
BiQUE: Biquaternionic Embeddings of Knowledge Graphs Jia Guo Stanley Kok 346 31 0 29 Sep 2021
Can Language Models be Biomedical Knowledge Bases? Mujeen Sung Jinhyuk Lee Sean S. Yi Minji Jeon Sungdong Kim Jaewoo Kang AI4MH 177 107 0 15 Sep 2021
Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT Zaiqiao Meng Fangyu Liu T. H. Clark Ehsan Shareghi Nigel Collier MoE 81 37 0 10 Sep 2021
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations Anson Bastos Kuldeep Singh Abhishek Nadgeri Saeedeh Shekarpour I. Mulang' Johannes Hoffart 60 18 0 12 Aug 2021
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao Ji-Rong Wen LM&MA VLM SyDa 98 188 0 21 May 2021
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion Haipeng Gao Kun Yang Yuxue Yang R. Zakari Jim Wilson Owusu Ke Qin 61 20 0 19 May 2021
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga Hongyu Ren Antoine Bosselut Percy Liang J. Leskovec RALM LMTD AI4MH LRM 60 596 0 13 Apr 2021
Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings Kai Wang Yu Liu Dan Lin Quan Z. Sheng 59 19 0 27 Mar 2021
Learning Compositional Representation for 4D Captures with Neural ODE Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 60 30 0 15 Mar 2021
Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts Junheng Hao Muhao Chen Wenchao Yu Yizhou Sun Wei Wang 61 170 0 15 Mar 2021
MöbiusE: Knowledge Graph Embedding on Möbius Ring Yao Chen Jiangang Liu Zhe Zhang S. Wen Wenjun Xiong 63 12 0 07 Jan 2021
Understanding graph embedding methods and their applications Mengjia Xu 54 133 0 15 Dec 2020
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors Linlin Chao Jianshan He Taifeng Wang Wei Chu 66 167 0 07 Nov 2020
Knowledge Association with Hyperbolic Knowledge Graph Embeddings Zequn Sun Muhao Chen Wei Hu Chengming Wang Jian Dai Wei Zhang 56 84 0 05 Oct 2020
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding Donghan Yu Chenguang Zhu Yiming Yang Michael Zeng KELM 70 144 0 02 Oct 2020
LowFER: Low-rank Bilinear Pooling for Link Prediction Saadullah Amin Stalin Varanasi K. Dunfield G. Neumann 58 40 0 25 Aug 2020