Complex Embeddings for Simple Link Prediction

20 June 2016

Papers citing "Complex Embeddings for Simple Link Prediction"

50 / 396 papers shown

Title
BoxE: A Box Embedding Model for Knowledge Base Completion Ralph Abboud .Ismail .Ilkan Ceylan Thomas Lukasiewicz Tommaso Salvatori 43 177 0 13 Jul 2020
TransINT: Embedding Implication Rules in Knowledge Graphs with Isomorphic Intersections of Linear Subspaces So Yeon Min Preethi Raghavan Peter Szolovits 21 1 0 01 Jul 2020
A Simple Approach to Case-Based Reasoning in Knowledge Bases Rajarshi Das Ameya Godbole Shehzaad Dhuliawala Manzil Zaheer Andrew McCallum 26 24 0 25 Jun 2020
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction Jinheon Baek Dong Bok Lee Sung Ju Hwang 19 88 0 11 Jun 2020
5* Knowledge Graph Embeddings with Projective Transformations M. Nayyeri S. Vahdati Can Aykul Jens Lehmann 31 31 0 08 Jun 2020
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding Bilal Abu-Salih Marwan Al-Tawil Ibrahim Aljarah Hossam Faris P. Wongthongtham 28 59 0 02 Jun 2020
Benchmarking neural embeddings for link prediction in knowledge graphs under semantic and structural changes Asan Agibetov Matthias Samwald 39 8 0 15 May 2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs Weihua Hu Matthias Fey Marinka Zitnik Yuxiao Dong Hongyu Ren Bowen Liu Michele Catasta J. Leskovec 91 2,666 0 02 May 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning Tao Shen Yi Mao Pengcheng He Guodong Long Adam Trischler Weizhu Chen 22 63 0 29 Apr 2020
Out-of-Sample Representation Learning for Multi-Relational Graphs Marjan Albooyeh Rishab Goel Seyed Mehran Kazemi OOD 29 3 0 28 Apr 2020
What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization Caleb Belth Xinyi Zheng Jilles Vreeken Danai Koutra 30 43 0 23 Mar 2020
Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study F. Akrami Mohammed Samiul Saeef Qingheng Zhang Wei Hu Chengkai Li KELM 16 109 0 18 Mar 2020
Towards Learning Instantiated Logical Rules from Knowledge Graphs Yulong Gu Yushi Guan P. Missier AI4CE 22 13 0 13 Mar 2020
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs Zequn Sun Qingheng Zhang Wei Hu Chengming Wang Muhao Chen F. Akrami Chengkai Li 27 242 0 10 Mar 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis Andrea Rossi D. Firmani Antonio Matinata P. Merialdo Denilson Barbosa 27 343 0 03 Feb 2020
Dynamic Parameter Allocation in Parameter Servers Alexander Renz-Wieland Rainer Gemulla Steffen Zeuch Volker Markl 11 17 0 03 Feb 2020
Efficient Probabilistic Logic Reasoning with Graph Neural Networks Yuyu Zhang Xinshi Chen Yu’an Yang Arun Ramamurthy Yue Liu Yuan Qi Le Song AI4CE 17 111 0 29 Jan 2020
Correcting Knowledge Base Assertions Jiaoyan Chen Xi Chen Ian Horrocks Ernesto Jiménez-Ruiz E. B. Myklebust 11 21 0 19 Jan 2020
Non-Parametric Learning of Lifted Restricted Boltzmann Machines Navdeep Kaur Gautam Kunapuli Sriraam Natarajan 21 4 0 09 Jan 2020
Quantum Machine Learning Algorithm for Knowledge Graphs Yunpu Ma Volker Tresp 27 11 0 04 Jan 2020
Encoding word order in complex embeddings Benyou Wang Donghao Zhao Christina Lioma Qiuchi Li Peng Zhang J. Simonsen 19 111 0 27 Dec 2019
Probability Calibration for Knowledge Graph Embedding Models Pedro Tabacof Luca Costabello 19 46 0 20 Dec 2019
Differentiable Reasoning on Large Knowledge Bases and Natural Language Pasquale Minervini Matko Bovsnjak Tim Rocktaschel Sebastian Riedel Edward Grefenstette LRM 24 89 0 17 Dec 2019
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction Zhanqiu Zhang Jianyu Cai Yongdong Zhang Jie Wang 43 380 0 21 Nov 2019
Rule-Guided Compositional Representation Learning on Knowledge Graphs Guanglin Niu Yongfei Zhang Yue Liu Peng Cui Si Liu Jingyang Li Xiaowei Zhang 27 58 0 20 Nov 2019
A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun Shikhar Vashishth Soumya Sanyal Partha P. Talukdar Yiming Yang 17 168 0 10 Nov 2019
Relation Adversarial Network for Low Resource Knowledge Graph Completion Ningyu Zhang Shumin Deng Zhanlin Sun Jiaoayan Chen Wei Zhang Huajun Chen 24 71 0 08 Nov 2019
Composition-based Multi-Relational Graph Convolutional Networks Shikhar Vashishth Soumya Sanyal Vikram Nitin Partha P. Talukdar GNN 22 819 0 08 Nov 2019
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks Pavan Kapanipathi Veronika Thost S. Patel Spencer Whitehead Ibrahim Abdelaziz ... R. Chulaka Gunasekara B. Makni Nicholas Mattei Kartik Talamadupula Achille Fokoue 42 45 0 05 Nov 2019
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Shikhar Vashishth Soumya Sanyal Vikram Nitin Nilesh Agrawal Partha P. Talukdar 16 336 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 30 82 0 28 Oct 2019
Knowledge-based Biomedical Data Science 2019 Tiffany J. Callahan Harrison Pielke-Lombardo Ignacio J. Tripodi Lawrence E. Hunter AI4CE 21 36 0 08 Oct 2019
Commonsense Knowledge Base Completion with Structural and Semantic Context Chaitanya Malaviya Chandra Bhagavatula Antoine Bosselut Yejin Choi 35 138 0 07 Oct 2019
TransGCN:Coupling Transformation Assumptions with Graph Convolutional Networks for Link Prediction Ling Cai Bo Yan Gengchen Mai K. Janowicz Rui Zhu GNN 22 75 0 01 Oct 2019
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion Yao Zhu Hongzhi Liu Zhonghai Wu Yang Song Tao Zhang 30 20 0 26 Sep 2019
Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion Zihao Wang K. Lai Piji Li Lidong Bing W. Lam 19 33 0 25 Sep 2019
HyperLearn: A Distributed Approach for Representation Learning in Datasets With Many Modalities Devanshu Arya S. Rudinac M. Worring 23 11 0 19 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 234 657 0 09 Sep 2019
Composing Knowledge Graph Embeddings via Word Embeddings Lianbo Ma Peng Sun Zhiwei Lin Hui Wang CoGe 36 10 0 09 Sep 2019
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs Yin Hua Wen Zhang Wei Zhang Qiang Chen Huajun Chen KELM 29 185 0 04 Sep 2019
Meta Reasoning over Knowledge Graphs Hong Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang ReLM LRM 42 8 0 13 Aug 2019
A Relational Memory-based Embedding Model for Triple Classification and Search Personalization Dai Quoc Nguyen T. Nguyen Dinh Q. Phung KELM 27 22 0 13 Jul 2019
Diachronic Embedding for Temporal Knowledge Graph Completion Rishab Goel Seyed Mehran Kazemi Marcus A. Brubaker Pascal Poupart 34 341 0 06 Jul 2019
Graph Star Net for Generalized Multi-Task Learning H. Lu Seth H. Huang Tian Ye Xiuyan Guo GNN 33 46 0 21 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 33 4 0 12 Jun 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks Yi Tay Aston Zhang Anh Tuan Luu J. Rao Shuai Zhang Shuohang Wang Jie Fu S. Hui 23 55 0 11 Jun 2019
Relational Reasoning using Prior Knowledge for Visual Captioning Jingyi Hou Xinxiao Wu Yayun Qi Wentian Zhao Jiebo Luo Yunde Jia 22 14 0 04 Jun 2019
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs Deepak Nathani Jatin Chauhan Charu Sharma Manohar Kaul 31 483 0 04 Jun 2019
Knowledge Hypergraphs: Prediction Beyond Binary Relations Bahare Fatemi Perouz Taslakian David Vazquez David Poole 29 18 0 01 Jun 2019
Neural Consciousness Flow Xiaoran Xu Wei Feng Zhiqing Sun Zhihong Deng GNN AI4CE 27 2 0 30 May 2019