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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
KG-BERT: BERT for Knowledge Graph Completion Liang Yao Chengsheng Mao Yuan Luo SLR 86 597 0 07 Sep 2019
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs Yin Hua Wen Zhang Wei Zhang Qiang Chen Huajun Chen KELM 148 188 0 04 Sep 2019
Enriching Medcial Terminology Knowledge Bases via Pre-trained Language Model and Graph Convolutional Network Jiaying Zhang Zhixing Zhang Huanhuan Zhang Zhiyuan Ma Yangming Zhou Ping He MedIm 18 0 0 02 Sep 2019
Toward Understanding The Effect Of Loss function On Then Performance Of Knowledge Graph Embedding M. Nayyeri Chengjin Xu Yadollah Yaghoobzadeh H. S. Yazdi Jens Lehmann 106 5 0 02 Sep 2019
Commonsense Knowledge Mining from Pretrained Models Joshua Feldman Joe Davison Alexander M. Rush SSL 104 331 0 02 Sep 2019
Collaborative Policy Learning for Open Knowledge Graph Reasoning Cong Fu Tong Chen Meng Qu Woojeong Jin Xiang Ren LRM 59 56 0 31 Aug 2019
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations Xin Lv Yuxian Gu Xu Han Lei Hou Juan-Zi Li Zhiyuan Liu LRM 84 88 0 30 Aug 2019
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks Yuting Ye Xuwu Wang Jiangchao Yao Kunyang Jia Jingren Zhou Yanghua Xiao Hongxia Yang BDL 73 27 0 28 Aug 2019
TERA: the Toxicological Effect and Risk Assessment Knowledge Graph E. B. Myklebust Ernesto Jiménez-Ruiz Jiaoyan Chen Raoul Wolf K. Tollefsen 23 1 0 27 Aug 2019
Populating Web Scale Knowledge Graphs using Distantly Supervised Relation Extraction and Validation Sarthak Dash Michael R. Glass A. Gliozzo Mustafa Canim 42 3 0 21 Aug 2019
Unsupervised Hierarchical Grouping of Knowledge Graph Entities Sameh K. Mohamed OCL 50 6 0 20 Aug 2019
LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules M. Nayyeri Chengjin Xu Jens Lehmann H. S. Yazdi NAI 119 15 0 20 Aug 2019
Distributional Negative Sampling for Knowledge Base Completion Sarthak Dash A. Gliozzo 41 9 0 16 Aug 2019
HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion Prodromos Kolyvakis Alexandros Kalousis D. Kiritsis 56 44 0 14 Aug 2019
A Relational Memory-based Embedding Model for Triple Classification and Search Personalization Dai Quoc Nguyen T. Nguyen Dinh Q. Phung KELM 51 23 0 13 Jul 2019
Diachronic Embedding for Temporal Knowledge Graph Completion Rishab Goel Seyed Mehran Kazemi Marcus A. Brubaker Pascal Poupart 99 356 0 06 Jul 2019
Augmenting and Tuning Knowledge Graph Embeddings Robert Bamler Farnood Salehi Stephan Mandt 57 8 0 01 Jul 2019
Ekar: An Explainable Method for Knowledge Aware Recommendation Weiping Song Zhijian Duan Ziqing Yang Haozhe Zhu Ming Zhang Jian Tang CML 68 15 0 22 Jun 2019
Probabilistic Logic Neural Networks for Reasoning Meng Qu Jian Tang 71 164 0 20 Jun 2019
Cognitive Knowledge Graph Reasoning for One-shot Relational Learning Zhengxiao Du Chang Zhou Ming Ding Hongxia Yang Jie Tang ReLM LRM 67 24 0 13 Jun 2019
E3: Entailment-driven Extracting and Editing for Conversational Machine Reading Victor Zhong Luke Zettlemoyer 58 28 0 12 Jun 2019
Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings Alexander I. Cowen-Rivers Pasquale Minervini Tim Rocktaschel Matko Bosnjak Sebastian Riedel Jun Wang BDL 75 4 0 12 Jun 2019
WikiDataSets: Standardized sub-graphs from Wikidata Armand Boschin Thomas Bonald 32 8 0 11 Jun 2019
Multi-view Knowledge Graph Embedding for Entity Alignment Qingheng Zhang Zequn Sun Wei Hu Muhao Chen Lingbing Guo Yuzhong Qu AI4TS 95 253 0 06 Jun 2019
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs Deepak Nathani Jatin Chauhan Charu Sharma Manohar Kaul 100 486 0 04 Jun 2019
Pykg2vec: A Python Library for Knowledge Graph Embedding S. Yu Sujit Rokka Chhetri A. Canedo Palash Goyal Mohammad Abdullah Al Faruque SLR GP 55 35 0 04 Jun 2019
Relation Embedding with Dihedral Group in Knowledge Graph Canran Xu Ruijiang Li 48 74 0 03 Jun 2019
Knowledge Hypergraphs: Prediction Beyond Binary Relations Bahare Fatemi Perouz Taslakian David Vazquez David Poole 87 18 0 01 Jun 2019
Neural Consciousness Flow Xiaoran Xu Wei Feng Zhiqing Sun Zhihong Deng GNN AI4CE 77 2 0 30 May 2019
Representation Learning for Dynamic Graphs: A Survey Seyed Mehran Kazemi Rishab Goel Kshitij Jain I. Kobyzev Akshay Sethi Peter Forsyth Pascal Poupart AI4TS AI4CE GNN 105 464 0 27 May 2019
Path Ranking with Attention to Type Hierarchies Weiyu Liu A. Daruna Z. Kira Sonia Chernova AIMat 70 13 0 26 May 2019
MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs Afshin Sadeghi D. Graux H. S. Yazdi Jens Lehmann 84 15 0 25 May 2019
Multi-relational Poincaré Graph Embeddings Ivana Balazevic Carl Allen Timothy M. Hospedales 80 272 0 23 May 2019
GMNN: Graph Markov Neural Networks Meng Qu Yoshua Bengio Jian Tang BDL GNN 85 294 0 15 May 2019
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs Lingbing Guo Zequn Sun Wei Hu 85 270 0 13 May 2019
Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications Pouya Pezeshkpour Yifan Tian Sameer Singh KELM AAML 114 73 0 02 May 2019
AutoSF: Searching Scoring Functions for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Wenyuan Dai Lei Chen 112 80 0 26 Apr 2019
Quaternion Knowledge Graph Embeddings Shuai Zhang Yi Tay Lina Yao Qi Liu 110 464 0 23 Apr 2019
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs Woojeong Jin Changlin Zhang Pedro A. Szekely Xiang Ren GNN 74 60 0 11 Apr 2019
Graph Pattern Entity Ranking Model for Knowledge Graph Completion Takuma Ebisu R. Ichise 31 18 0 05 Apr 2019
Defeats GAN: A Simpler Model Outperforms in Knowledge Representation Learning Heng Wang Mingzhi Mao 18 0 0 03 Apr 2019
Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction Perspective Hung Nghiep Tran Atsuhiro Takasu 71 20 0 27 Mar 2019
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning Wen Zhang B. Paudel Liang Wang Jiaoyan Chen Hai Zhu Wei Zhang Abraham Bernstein Huajun Chen 116 200 0 21 Mar 2019
Learning When Not to Answer: A Ternary Reward Structure for Reinforcement Learning based Question Answering Fréderic Godin Anjishnu Kumar Arpit Mittal 68 19 0 26 Feb 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 115 2,148 0 26 Feb 2019
Variational Quantum Circuit Model for Knowledge Graphs Embedding Yunpu Ma Volker Tresp Liming Zhao Yuyi Wang 73 21 0 19 Feb 2019
SCEF: A Support-Confidence-aware Embedding Framework for Knowledge Graph Refinement Yu Zhao Ji Liu 30 5 0 18 Feb 2019
Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization Ankur Padia K. Kalpakis Francis Ferraro Timothy W. Finin 132 17 0 08 Feb 2019
Binarized Knowledge Graph Embeddings Koki Kishimoto Katsuhiko Hayashi Genki Akai Masashi Shimbo Kazunori Komatani MQ 36 11 0 08 Feb 2019
A Relational Tucker Decomposition for Multi-Relational Link Prediction Yanjie Wang Samuel Broscheit Rainer Gemulla 40 5 0 03 Feb 2019