A Re-evaluation of Knowledge Graph Completion Methods

10 November 2019

Papers citing "A Re-evaluation of Knowledge Graph Completion Methods"

50 / 92 papers shown

Title
Enhancing Knowledge Graph Completion with Entity Neighborhood and Relation Context Jianfei Chen Kai Zhang Aoran Gan Shiwei Tong Shuanghong Shen Qi Liu 63 0 0 29 Mar 2025
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen Pushkar Mishra Luca Franceschi Pasquale Minervini Pontus Stenetorp Sebastian Riedel 114 20 0 17 Jan 2025
Expanding the Scope: Inductive Knowledge Graph Reasoning with Multi-Starting Progressive Propagation Zhoutian Shao Yuanning Cui Wei Hu ReLM LRM AI4CE 61 0 0 15 Jul 2024
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs J. Gastinger Shenyang Huang Mikhail Galkin Erfan Loghmani Ali Parviz ... Emanuele Rossi Ioannis Koutis Heiner Stuckenschmidt Reihaneh Rabbany Guillaume Rabusseau 56 7 0 14 Jun 2024
History repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting J. Gastinger Christian Meilicke Federico Errica T. Sztyler Anett Schuelke Heiner Stuckenschmidt AI4TS 50 5 0 25 Apr 2024
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction Jack Boylan Shashank Mangla Dominic Thorn D. Ghalandari Parsa Ghaffari Chris Hokamp SLR 61 0 0 24 Apr 2024
Progressive Knowledge Graph Completion Jiayi Li Ruilin Luo Jiaqi Sun Jing Xiao Yujiu Yang 69 1 0 15 Apr 2024
Event Prediction using Case-Based Reasoning over Knowledge Graphs Sola S. Shirai D. Bhattacharjya Oktie Hassanzadeh 42 5 0 21 Sep 2023
Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank Jiarui Jin Xianyu Chen Weinan Zhang Mengyue Yang Yang Wang Yali Du Yong Yu Jun Wang 83 0 0 05 Aug 2023
Knowledge Base Completion for Long-Tail Entities Lihu Chen Simon Razniewski Gerhard Weikum KELM 36 6 0 30 Jun 2023
Exploring & Exploiting High-Order Graph Structure for Sparse Knowledge Graph Completion Tao He Ming Liu Yixin Cao Zekun Wang Zihao Zheng Zheng Chu Bing Qin 62 2 0 29 Jun 2023
Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking Juanhui Li Harry Shomer Haitao Mao Shenglai Zeng Yao Ma Neil Shah Jiliang Tang Dawei Yin 95 53 0 18 Jun 2023
DsMtGCN: A Direction-sensitive Multi-task framework for Knowledge Graph Completion Jining Wang Chuan Chen Zibin Zheng Yuren Zhou 52 1 0 17 Jun 2023
Contextual Dictionary Lookup for Knowledge Graph Completion Jining Wang Delai Qiu Youming Liu Yining Wang Chuan Chen Zibin Zheng Yuren Zhou 31 0 0 13 Jun 2023
Revisiting Inferential Benchmarks for Knowledge Graph Completion S. Liu Bernardo Cuenca Grau Ian Horrocks Egor V. Kostylev 31 2 0 07 Jun 2023
Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction Adrian Kochsiek Apoorv Saxena Inderjeet Nair Rainer Gemulla 57 9 0 22 May 2023
The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Cores Maciej Besta Robert Gerstenberger Marc Fischer Michal Podstawski Nils Blach ... Wojciech Chlapek M. Michalewicz H. Niewiadomski Juergen Mueller Torsten Hoefler 55 10 0 18 May 2023
Pre-training Transformers for Knowledge Graph Completion Sanxing Chen Hao Cheng Xiaodong Liu Jian Jiao Yangfeng Ji Jianfeng Gao 49 1 0 28 Mar 2023
IMF: Interactive Multimodal Fusion Model for Link Prediction Xinhang Li Xiangyu Zhao Jiaxing Xu Yong Zhang Chunxiao Xing 45 45 0 20 Mar 2023
Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods? Anson Bastos Kuldeep Singh Abhishek Nadgeri Johannes Hoffart Toyotaro Suzumura Manish Singh 44 3 0 30 Jan 2023
Sem@ $K$ : Is my knowledge graph embedding model semantic-aware? Nicolas Hubert Pierre Monnin Armelle Brun D. Monticolo 38 9 0 13 Jan 2023
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition Peyman Baghershahi Reshad Hosseini H. Moradi GNN 32 3 0 11 Dec 2022
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion Pei Chen Wenlin Yao Hongming Zhang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen 53 2 0 06 Dec 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey Phillip Schneider Tim Schopf Juraj Vladika Mikhail Galkin Elena Simperl Florian Matthes 98 59 0 30 Sep 2022
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction Hung Nghiep Tran Atsuhiro Takasu 32 17 0 30 Sep 2022
Neural Graph Databases Maciej Besta Patrick Iff Florian Scheidl Kazuki Osawa Nikoli Dryden Michal Podstawski Tiancheng Chen Torsten Hoefler AI4CE 63 9 0 20 Sep 2022
Rethinking Knowledge Graph Evaluation Under the Open-World Assumption Haotong Yang Zhouchen Lin Muhan Zhang 90 10 0 19 Sep 2022
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion Chen Chen Yufei Wang Bing Li Kwok-Yan Lam 55 30 0 15 Sep 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models Haris Widjaja Kiril Gashteovski Wiem Ben-Rim Pengfei Liu Christopher Malon Daniel Ruffinelli Carolin (Haas) Lawrence Graham Neubig 49 5 0 23 Aug 2022
GreenKGC: A Lightweight Knowledge Graph Completion Method Yun Cheng Wang Xiou Ge Bin Wang C.-C. Jay Kuo 79 17 0 19 Aug 2022
KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion Zhaoxuan Tan Zilong Chen Shangbin Feng Qingyue Zhang Qinghua Zheng Jundong Li Minnan Luo 48 37 0 16 Aug 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 30 1 0 04 Jul 2022
StarGraph: Knowledge Representation Learning based on Incomplete Two-hop Subgraph Hongzhu Li Xiang Gao Linhui Feng Yafeng Deng Yuhui Yin 46 2 0 27 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 58 13 0 21 May 2022
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective Ying Zhou Xuanang Chen Xianpei Han Zheng Ye Le Sun 43 11 0 09 May 2022
KGTuner: Efficient Hyper-parameter Search for Knowledge Graph Learning Yongqi Zhang Zhanke Zhou Quanming Yao Yong Li 29 13 0 05 May 2022
SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space Jinxing Yu Yunfeng Cai Mingming Sun P. Li 33 5 0 21 Apr 2022
Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings Jie Wang Zhanqiu Zhang Zhihao Shi Jianyu Cai Shuiwang Ji Feng Wu 46 10 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 40 34 0 17 Mar 2022
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion Kai Chen Ye Wang Yitong Li Aiping Li 37 43 0 15 Mar 2022
ModulE: Module Embedding for Knowledge Graphs Jingxuan Chai Guangming Shi 37 2 0 09 Mar 2022
Rethinking Graph Convolutional Networks in Knowledge Graph Completion Zhanqiu Zhang Jie Wang Jieping Ye Feng Wu GNN 52 62 0 08 Feb 2022
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction Peyman Baghershahi Reshad Hosseini H. Moradi 49 53 0 20 Dec 2021
Incomplete Knowledge Graph Alignment Vinh Tong T. T. Huynh Thanh Tam Nguyen Hongzhi Yin Quoc Viet Hung Nguyen Quyet-Thang Huynh 69 1 0 17 Dec 2021
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks Prithviraj Sen B. W. Carvalho Ryan Riegel Alexander G. Gray NAI AI4CE 109 56 0 06 Dec 2021
Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs G. Edwards Sebastian Nilsson Benedek Rozemberczki Eliseo Papa 38 12 0 20 Nov 2021
What is Learned in Knowledge Graph Embeddings? Michael R Douglas Michael Simkin Omri Ben-Eliezer Tianqi Wu Peter Chin Trung D. Q. Dang Andrew Wood 59 1 0 19 Oct 2021
Rule Induction in Knowledge Graphs Using Linear Programming S. Dash Joao Goncalves 49 5 0 15 Oct 2021
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations Yihong Chen Pasquale Minervini Sebastian Riedel Pontus Stenetorp 103 45 0 06 Oct 2021
Cycle Representation Learning for Inductive Relation Prediction Zuoyu Yan Tengfei Ma Liangcai Gao Zhi Tang Chao Chen 38 20 0 06 Oct 2021