Complex Embeddings for Simple Link Prediction

20 June 2016

Papers citing "Complex Embeddings for Simple Link Prediction"

39 / 39 papers shown

Title
Is Architectural Complexity Overrated? Competitive and Interpretable Knowledge Graph Completion with RelatE Abhijit Chakraborty Chahana Dahal Ashutosh Balasubramaniam Tejas Anvekar Vivek Gupta 10 0 0 25 May 2025
Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph Qiaosheng Chen Kaijia Huang Xiao Zhou Weiqing Luo Yuanning Cui Gong Cheng CVBM VLM 37 0 0 23 May 2025
Enhancing Knowledge Graph Completion with GNN Distillation and Probabilistic Interaction Modeling Lingzhi Wang Pengcheng Huang Haotian Li Yuliang Wei Guodong Xin Rui Zhang Donglin Zhang Zhenzhou Ji Wei Wang 114 0 0 18 May 2025
Knowledge Graph Completion with Relation-Aware Anchor Enhancement Duanyang Yuan Sihang Zhou Xiaoshu Chen Dong Wang K. Liang Xinwang Liu Jian Huang 57 1 0 08 Apr 2025
Reading between the Lines: Can LLMs Identify Cross-Cultural Communication Gaps? Sougata Saha Saurabh Kumar Pandey Harshit Gupta Monojit Choudhury 94 0 0 21 Feb 2025
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding Jiang Li Xiangdong Su Yeyun Gong 140 0 0 20 Feb 2025
Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts Haodi Ma Dzmitry Kasinets Daisy Zhe Wang 77 0 0 28 Jan 2025
Conformalized Answer Set Prediction for Knowledge Graph Embedding Yuqicheng Zhu Nico Potyka Jiarong Pan Bo Xiong Yunjie He Evgeny Kharlamov Steffen Staab 132 1 0 28 Jan 2025
Diffusion-based Hierarchical Negative Sampling for Multimodal Knowledge Graph Completion Guanglin Niu Xiaowei Zhang 52 0 0 28 Jan 2025
DPCL-Diff: The Temporal Knowledge Graph Reasoning Based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning Yukun Cao Lisheng Wang Luobing Huang DiffM 59 1 0 20 Jan 2025
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen Pushkar Mishra Luca Franceschi Pasquale Minervini Pontus Stenetorp Sebastian Riedel 109 20 0 17 Jan 2025
A Semantic Partitioning Method for Large-Scale Training of Knowledge Graph Embeddings Yuhe Bai 56 1 0 08 Jan 2025
Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion Qiyuan He Jianfei Yu Wenya Wang LRM 63 0 0 03 Jan 2025
Efficient Link Prediction via GNN Layers Induced by Negative Sampling Yuxin Wang Xiannian Hu Quan Gan Xuanjing Huang Xipeng Qiu David Wipf 101 4 0 31 Dec 2024
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties Guanglin Niu 78 0 0 16 Oct 2024
Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs Tianqi Shang Shu Yang Weiqing He Tianhua Zhai Dawei Li Bojian Hou Tianlong Chen Jason H. Moore M. Ritchie Li Shen 96 1 0 04 Oct 2024
MARS: A neurosymbolic approach for interpretable drug discovery L. Delong Yojana Gadiya Paola Galdi Jacques D. Fleuriot Daniel Domingo-Fernández 338 2 0 02 Oct 2024
Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion Sharmishtha Dutta Alex Gittens Mohammed J Zaki Charu C. Aggarwal 42 0 0 01 Oct 2024
Sum of Squares Circuits Lorenzo Loconte Stefan Mengel Antonio Vergari TPM 78 7 0 21 Aug 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 96 3 0 01 Jul 2024
Ontology Embedding: A Survey of Methods, Applications and Resources Jiaoyan Chen Olga Mashkova Fernando Zhapa-Camacho Robert Hoehndorf Yuan He Ian Horrocks 74 6 0 16 Jun 2024
Historically Relevant Event Structuring for Temporal Knowledge Graph Reasoning Jinchuan Zhang Bei Hui Chong Mu Ming Sun Quanjiang Guo Ling Tian 83 1 0 17 May 2024
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs Siheng Xiong Yuan Yang Faramarz Fekri J. C. Kerce 63 50 0 19 Feb 2024
Embedding Ontologies via Incorporating Extensional and Intensional Knowledge Keyu Wang Guilin Qi Jiaoyan Chen Yi Huang Tianxing Wu 85 1 0 20 Jan 2024
Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model Yuxia Geng Jiaoyan Chen Yuhang Zeng Zhuo Chen Wen Zhang Jeff Z. Pan Yuxiang Wang Xiaoliang Xu 74 2 0 04 Dec 2023
Location Sensitive Embedding for Knowledge Graph Reasoning Deepak Banerjee Anjali Ishaan KELM 74 0 0 01 Dec 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 70 8 0 07 Oct 2023
Relational Reasoning Networks G. Marra Michelangelo Diligenti Francesco Giannini NAI 52 4 0 01 Jun 2021
Knowledge Embedding Based Graph Convolutional Network Donghan Yu Yiming Yang Ruohong Zhang Yuexin Wu GNN 51 11 0 12 Jun 2020
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction Jinheon Baek Dong Bok Lee Sung Ju Hwang 65 88 0 11 Jun 2020
A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun Shikhar Vashishth Soumya Sanyal Partha P. Talukdar Yiming Yang 36 168 0 10 Nov 2019
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Shikhar Vashishth Soumya Sanyal Vikram Nitin Nilesh Agrawal Partha P. Talukdar 39 340 0 01 Nov 2019
A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly? Genet Asefa Gesese Russa Biswas Mehwish Alam Harald Sack 75 82 0 28 Oct 2019
Knowledge Graph Embedding with Iterative Guidance from Soft Rules Shu Guo Quan Wang Lihong Wang Bin Wang Li Guo 52 218 0 30 Nov 2017
A Factorization Machine Framework for Testing Bigram Embeddings in Knowledgebase Completion Johannes Welbl Guillaume Bouchard Sebastian Riedel 13 7 0 20 Apr 2016
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 30 1,195 0 16 Oct 2015
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 102 1,568 0 02 Mar 2015
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 61 3,174 0 20 Dec 2014
Irreflexive and Hierarchical Relations as Translations Antoine Bordes Nicolas Usunier Alberto García-Durán Jason Weston Oksana Yakhnenko 39 35 0 26 Apr 2013