A Re-evaluation of Knowledge Graph Completion Methods

10 November 2019

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

42 / 92 papers shown

Title
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 55 2 0 02 Oct 2021
BiQUE: Biquaternionic Embeddings of Knowledge Graphs Jia Guo Stanley Kok 276 30 0 29 Sep 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 43 71 0 24 Sep 2021
Combining Rules and Embeddings via Neuro-Symbolic AI for Knowledge Base Completion Prithviraj Sen B. W. Carvalho Ibrahim Abdelaziz Pavan Kapanipathi F. Luus Salim Roukos Alexander G. Gray NAI 54 6 0 16 Sep 2021
r-GAT: Relational Graph Attention Network for Multi-Relational Graphs Meiqi Chen Yuan Zhang Xiaoyu Kou Yuntao Li Yan Zhang GNN 34 16 0 13 Sep 2021
A Temporal Knowledge Graph Completion Method Based on Balanced Timestamp Distribution Kangzheng Liu Yuhong Zhang 29 3 0 30 Aug 2021
Knowledge Graph Reasoning with Relational Digraph Yongqi Zhang Quanming Yao GNN 62 123 0 13 Aug 2021
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations Anson Bastos Kuldeep Singh Abhishek Nadgeri Saeedeh Shekarpour I. Mulang' Johannes Hoffart 47 18 0 12 Aug 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 41 59 0 03 Jul 2021
End-to-End NLP Knowledge Graph Construction Ishani Mondal Yufang Hou Charles Jochim 16 33 0 02 Jun 2021
Ranking vs. Classifying: Measuring Knowledge Base Completion Quality M. Speranskaya Martin Schmitt Benjamin Roth 20 10 0 02 Feb 2021
Scalable and interpretable rule-based link prediction for large heterogeneous knowledge graphs Simon Ott Laura Graf Asan Agibetov Christian Meilicke Matthias Samwald AI4CE 40 1 0 10 Dec 2020
PPKE: Knowledge Representation Learning by Path-based Pre-training Bin He Di Zhou Jing Xie Jinghui Xiao Xin Jiang Qun Liu 41 1 0 07 Dec 2020
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs Meng Qu Junkun Chen Louis-Pascal Xhonneux Yoshua Bengio Jian Tang NAI LRM AI4CE 59 169 0 08 Oct 2020
Disentangle-based Continual Graph Representation Learning Xiaoyu Kou Yankai Lin Shaobo Liu Peng Li Jie Zhou Yan Zhang CLL 43 32 0 06 Oct 2020
A Hybrid Model for Learning Embeddings and Logical Rules Simultaneously from Knowledge Graphs Susheel Suresh Jennifer Neville 91 5 0 22 Sep 2020
MLMLM: Link Prediction with Mean Likelihood Masked Language Model Louis Clouâtre P. Trempe Payel Das Sarath Chandar 79 44 0 15 Sep 2020
HittER: Hierarchical Transformers for Knowledge Graph Embeddings Sanxing Chen Xiaodong Liu Jianfeng Gao Jian Jiao Ruofei Zhang Yangfeng Ji 48 108 0 28 Aug 2020
PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings Mehdi Ali M. Berrendorf Charles Tapley Hoyt Laurent Vermue Sahand Sharifzadeh Volker Tresp Jens Lehmann 57 144 0 28 Jul 2020
A Survey on Graph Neural Networks for Knowledge Graph Completion Siddhant Arora 115 65 0 24 Jul 2020
Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework Mehdi Ali M. Berrendorf Charles Tapley Hoyt Laurent Vermue Mikhail Galkin Sahand Sharifzadeh Asja Fischer Volker Tresp Jens Lehmann 21 124 0 23 Jun 2020
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction Jinheon Baek Dong Bok Lee Sung Ju Hwang 71 88 0 11 Jun 2020
Knowledge Base Completion: Baseline strikes back (Again) Prachi Jain Sushant Rathi Mausam Soumen Chakrabarti 35 18 0 02 May 2020
On the Ambiguity of Rank-Based Evaluation of Entity Alignment or Link Prediction Methods M. Berrendorf Evgeniy Faerman Laurent Vermue Volker Tresp 72 19 0 17 Feb 2020
Composition-based Multi-Relational Graph Convolutional Networks Shikhar Vashishth Soumya Sanyal Vikram Nitin Partha P. Talukdar GNN 107 827 0 08 Nov 2019
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Shikhar Vashishth Soumya Sanyal Vikram Nitin Nilesh Agrawal Partha P. Talukdar 50 341 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 82 82 0 28 Oct 2019
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs Deepak Nathani Jatin Chauhan Charu Sharma Manohar Kaul 75 484 0 04 Jun 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 83 2,108 0 26 Feb 2019
TuckER: Tensor Factorization for Knowledge Graph Completion Ivana Balazevic Carl Allen Timothy M. Hospedales 58 721 0 28 Jan 2019
DOLORES: Deep Contextualized Knowledge Graph Embeddings Haoyu Wang Vivek Kulkarni William Yang Wang HAI AI4CE 59 29 0 31 Oct 2018
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization Dai Quoc Nguyen Thanh Tien Vu T. Nguyen Dat Quoc Nguyen Dinh Q. Phung GNN 3DPC KELM 44 233 0 13 Aug 2018
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network Dai Quoc Nguyen T. Nguyen Dat Quoc Nguyen Dinh Q. Phung 3DV 63 703 0 06 Dec 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 163 2,591 0 05 Jul 2017
Knowledge Base Completion: Baselines Strike Back Rudolf Kadlec Ondrej Bajgar Jan Kleindienst 53 188 0 30 May 2017
Analogical Inference for Multi-Relational Embeddings Hanxiao Liu Yuexin Wu Yiming Yang 61 374 0 06 May 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 150 4,772 0 17 Mar 2017
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 81 2,955 0 20 Jun 2016
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 43 1,195 0 16 Oct 2015
TransG : A Generative Mixture Model for Knowledge Graph Embedding Han Xiao Minlie Huang Yu Hao Xiaoyan Zhu 58 284 0 18 Sep 2015
Modeling Relation Paths for Representation Learning of Knowledge Bases Yankai Lin Zhiyuan Liu Huanbo Luan Maosong Sun S. Rao Song Liu 69 618 0 01 Jun 2015
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 77 3,174 0 20 Dec 2014