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Convolutional 2D Knowledge Graph Embeddings

5 July 2017

Tim Dettmers

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 847 papers shown

Title
Prix-LM: Pretraining for Multilingual Knowledge Base Construction Wenxuan Zhou Fangyu Liu Ivan Vulić Nigel Collier Muhao Chen KELM 127 19 0 16 Oct 2021
Rule Induction in Knowledge Graphs Using Linear Programming S. Dash Joao Goncalves 83 5 0 15 Oct 2021
Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding Jingya Zhou Ling Liu Wenqi Wei Jianxi Fan AI4TS 102 77 0 14 Oct 2021
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations Yihong Chen Pasquale Minervini Sebastian Riedel Pontus Stenetorp 139 47 0 06 Oct 2021
Cycle Representation Learning for Inductive Relation Prediction Zuoyu Yan Tengfei Ma Liangcai Gao Zhi Tang Chao Chen 103 22 0 06 Oct 2021
Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy Yi Zhou Danushka Bollegala 77 9 0 05 Oct 2021
A Survey of Knowledge Enhanced Pre-trained Models Jian Yang Xinyu Hu Gang Xiao Yulong Shen KELM 88 6 0 01 Oct 2021
BiQUE: Biquaternionic Embeddings of Knowledge Graphs Jia Guo Stanley Kok 373 31 0 29 Sep 2021
The Tensor Brain: A Unified Theory of Perception, Memory and Semantic Decoding Volker Tresp Sahand Sharifzadeh Hang Li Dario Konopatzki Yunpu Ma 73 6 0 27 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 65 72 0 24 Sep 2021
Temporal Knowledge Graph Completion using Box Embeddings Johannes Messner Ralph Abboud .Ismail .Ilkan Ceylan 98 106 0 18 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 94 6 0 16 Sep 2021
SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models Simon Ott Christian Meilicke Matthias Samwald AI4CE 63 30 0 16 Sep 2021
Meta-Path-based Fake News Detection Leveraging Multi-level Social Context Information Jian Cui Kwanwoo Kim S. Na Seung-Eui Shin 72 26 0 13 Sep 2021
r-GAT: Relational Graph Attention Network for Multi-Relational Graphs Meiqi Chen Yuan Zhang Xiaoyu Kou Yuntao Li Yan Zhang GNN 53 16 0 13 Sep 2021
Integrating Approaches to Word Representation Yuval Pinter NAI 94 5 0 10 Sep 2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting Haohai Sun Jialu Zhong Yunpu Ma Zhen Han Kun He AI4TS 121 160 0 09 Sep 2021
Knowledge Base Completion Meets Transfer Learning Vid Kocijan Thomas Lukasiewicz 72 5 0 30 Aug 2021
A Temporal Knowledge Graph Completion Method Based on Balanced Timestamp Distribution Kangzheng Liu Yuhong Zhang 65 3 0 30 Aug 2021
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network Junkang Wu Wentao Shi Xuezhi Cao Jiawei Chen Wenqiang Lei Fuzheng Zhang Wei Wu Xiangnan He 111 70 0 22 Aug 2021
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs Yao Zhang Peiyao Li Hongru Liang Adam Jatowt Zhenglu Yang ReLM 56 5 0 17 Aug 2021
Knowledge Graph Reasoning with Relational Digraph Yongqi Zhang Quanming Yao GNN 91 129 0 13 Aug 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion Yixin Cao Xiang Ji Xin Lv Juan-Zi Li Yonggang Wen Hanwang Zhang 117 27 0 03 Aug 2021
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation Haotian Li Yong Wang Songheng Zhang Yangqiu Song Huamin Qu 104 86 0 27 Jul 2021
Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning Shuangjia Zheng Sijie Mai Ya Sun Haifeng Hu Yuedong Yang 76 23 0 26 Jul 2021
A Survey of Knowledge Graph Embedding and Their Applications Shivani Choudhary Tarun Luthra Ashima Mittal Rajat Singh 89 53 0 16 Jul 2021
EchoEA: Echo Information between Entities and Relations for Entity Alignment X. Lin E. Haihong Wenyu Song Haoran Luo 75 4 0 07 Jul 2021
Bilinear Scoring Function Search for Knowledge Graph Learning Yongqi Zhang Quanming Yao James T. Kwok 57 21 0 01 Jul 2021
Convolutional Hypercomplex Embeddings for Link Prediction Caglar Demir Diego Moussallem Stefan Heindorf A. N. Ngomo 74 19 0 29 Jun 2021
Pairing Conceptual Modeling with Machine Learning W. Maass V. Storey HAI 55 36 0 27 Jun 2021
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods Mohammad Javad Saeedizade Najmeh Torabian B. Minaei-Bidgoli 29 5 0 27 Jun 2021
OKGIT: Open Knowledge Graph Link Prediction with Implicit Types Chandrahas Partha P. Talukdar 69 15 0 24 Jun 2021
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs Mikhail Galkin E. Denis Jiapeng Wu William L. Hamilton OCL 83 90 0 23 Jun 2021
Node Classification Meets Link Prediction on Knowledge Graphs Ralph Abboud .Ismail .Ilkan Ceylan 41 3 0 14 Jun 2021
Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding Hidetaka Kamigaito Katsuhiko Hayashi 81 11 0 14 Jun 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction Zhaocheng Zhu Zuobai Zhang Louis-Pascal Xhonneux Jian Tang GNN 101 329 0 13 Jun 2021
Inter-domain Multi-relational Link Prediction Luu Huu Phuc Koh Takeuchi Seiji Okajima A. Tolmachev T. Takebayashi Koji Maruhashi H. Kashima 72 0 0 11 Jun 2021
Timestamping Documents and Beliefs Swayambhu Nath Ray 42 1 0 09 Jun 2021
Representing Syntax and Composition with Geometric Transformations Lorenzo Bertolini Julie Weeds David J. Weir Qiwei Peng 57 2 0 03 Jun 2021
A Systematic Investigation of KB-Text Embedding Alignment at Scale Vardaan Pahuja Yu Gu Wenhu Chen M. Bahrami Lei Liu Wei-Peng Chen Yu-Chuan Su 36 2 0 03 Jun 2021
Causal Discovery in Knowledge Graphs by Exploiting Asymmetric Properties of Non-Gaussian Distributions Rohan Giriraj Sinnu Susan Thomas CML 56 0 0 02 Jun 2021
Relational Reasoning Networks G. Marra Michelangelo Diligenti Francesco Giannini NAI 136 5 0 01 Jun 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs Zixuan Li Xiaolong Jin Saiping Guan Wei Li Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 98 110 0 01 Jun 2021
Out-of-Vocabulary Entities in Link Prediction Caglar Demir A. N. Ngomo 49 5 0 26 May 2021
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion Haipeng Gao Kun Yang Yuxue Yang R. Zakari Jim Wilson Owusu Ke Qin 78 20 0 19 May 2021
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes Sumit Pai Luca Costabello 102 18 0 18 May 2021
Link Prediction on N-ary Relational Facts: A Graph-based Approach Quan Wang Haifeng Wang Yajuan Lyu Yong Zhu 95 49 0 18 May 2021
Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery Stephen Bonner Ian P Barrett Cheng Ye Rowan Swiers Ola Engkvist Charles Tapley Hoyt William L. Hamilton 131 52 0 17 May 2021
Neural-Symbolic Commonsense Reasoner with Relation Predictors Farhad Moghimifar Zhuang Li Terry Yue Zhuo Gholamreza Haffari Mahsa Baktashmotlagh ReLM NAI LRM 64 11 0 14 May 2021
Billion-scale Pre-trained E-commerce Product Knowledge Graph Model Wen Zhang Chi-Man Wong Ganqiang Ye Bo Wen Wei Zhang Huajun Chen 56 23 0 02 May 2021