Complex Embeddings for Simple Link Prediction

20 June 2016

Papers citing "Complex Embeddings for Simple Link Prediction"

46 / 396 papers shown

Title
Compositional Fairness Constraints for Graph Embeddings A. Bose William L. Hamilton FaML 33 256 0 25 May 2019
Multi-relational Poincaré Graph Embeddings Ivana Balazevic Carl Allen Timothy M. Hospedales 27 265 0 23 May 2019
Data Poisoning Attack against Knowledge Graph Embedding Hengtong Zhang T. Zheng Jing Gao Chenglin Miao Lu Su Yaliang Li K. Ren KELM 26 81 0 26 Apr 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 27 197 0 21 Mar 2019
What relations are reliably embeddable in Euclidean space? Robi Bhattacharjee S. Dasgupta 23 6 0 13 Mar 2019
Learning When Not to Answer: A Ternary Reward Structure for Reinforcement Learning based Question Answering Fréderic Godin Anjishnu Kumar Arpit Mittal 33 19 0 26 Feb 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 32 2,090 0 26 Feb 2019
A Relational Tucker Decomposition for Multi-Relational Link Prediction Yanjie Wang Samuel Broscheit Rainer Gemulla 14 5 0 03 Feb 2019
TuckER: Tensor Factorization for Knowledge Graph Completion Ivana Balazevic Carl Allen Timothy M. Hospedales 36 714 0 28 Jan 2019
Integrating Learning and Reasoning with Deep Logic Models G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori NAI 37 56 0 14 Jan 2019
Improved Knowledge Graph Embedding using Background Taxonomic Information Bahare Fatemi Siamak Ravanbakhsh David Poole 33 39 0 07 Dec 2018
Embedding Uncertain Knowledge Graphs X. Chen Muhao Chen Weijia Shi Yizhou Sun C. Zaniolo 29 119 0 26 Nov 2018
Differentiating Concepts and Instances for Knowledge Graph Embedding Xin Lv Lei Hou Juan-Zi Li Zhiyuan Liu 22 89 0 12 Nov 2018
Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding Peifeng Wang Jialong Han Chenliang Li Rong Pan NAI GNN 33 156 0 04 Nov 2018
Embedding Geographic Locations for Modelling the Natural Environment using Flickr Tags and Structured Data Shelan S. Jeawak Christopher B. Jones Steven Schockaert 31 11 0 12 Oct 2018
Improving Natural Language Inference Using External Knowledge in the Science Questions Domain Xiaoyang Wang Pavan Kapanipathi Ryan Musa Mo Yu Kartik Talamadupula ... Maria Chang Achille Fokoue B. Makni Nicholas Mattei Michael Witbrock 21 158 0 15 Sep 2018
Embedding Multimodal Relational Data for Knowledge Base Completion Pouya Pezeshkpour Liyan Chen Sameer Singh 25 125 0 05 Sep 2018
Multi-Hop Knowledge Graph Reasoning with Reward Shaping Xi Lin R. Socher Caiming Xiong LRM 32 331 0 31 Aug 2018
One-Shot Relational Learning for Knowledge Graphs Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang 26 216 0 27 Aug 2018
Data-dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion Hitoshi Manabe Katsuhiko Hayashi Masashi Shimbo 16 11 0 25 Aug 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 27 231 0 13 Aug 2018
Knowledge Graph Embedding with Entity Neighbors and Deep Memory Network Kai Wang Yu Liu Xiujuan Xu Dan Lin GNN 26 18 0 11 Aug 2018
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking Shikhar Murty Pat Verga Luke Vilnis Irena Radovanovic Andrew McCallum 32 91 0 13 Jul 2018
Interpreting Embedding Models of Knowledge Bases: A Pedagogical Approach A. C. Gusmão Alvaro H. C. Correia Glauber De Bona Fabio Gagliardi Cozman 27 22 0 20 Jun 2018
Jack the Reader - A Machine Reading Framework Dirk Weissenborn Pasquale Minervini Tim Dettmers Isabelle Augenstein Johannes Welbl ... Matko Bosnjak Jeff Mitchell Thomas Demeester Pontus Stenetorp Sebastian Riedel 25 13 0 20 Jun 2018
Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks V. Zhelezniak Dan Busbridge April Shen Samuel L. Smith Nils Y. Hammerla SSL 32 4 0 09 May 2018
Improving Knowledge Graph Embedding Using Simple Constraints Boyang Ding Quan Wang Bin Wang Li Guo 30 132 0 07 May 2018
Concept2vec: Metrics for Evaluating Quality of Embeddings for Ontological Concepts Faisal Alshargi Saeedeh Shekarpour Tommaso Soru A. Sheth 3DV 19 12 0 12 Mar 2018
RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems Hongwei Wang Fuzheng Zhang Jialin Wang Miao Zhao Wenjie Li Xing Xie Minyi Guo 39 1,036 0 09 Mar 2018
Incorporating Literals into Knowledge Graph Embeddings Agustinus Kristiadi M. A. Khan Denis Lukovnikov Jens Lehmann Asja Fischer KELM 15 93 0 03 Feb 2018
Knowledge Graph Embedding with Iterative Guidance from Soft Rules Shu Guo Quan Wang Lihong Wang Bin Wang Li Guo 32 218 0 30 Nov 2017
KBGAN: Adversarial Learning for Knowledge Graph Embeddings Liwei Cai William Yang Wang GAN 38 277 0 11 Nov 2017
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications Hongyun Cai V. Zheng Kevin Chen-Chuan Chang AI4TS 53 1,782 0 22 Sep 2017
Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs Daniel Oñoro-Rubio Mathias Niepert Alberto García-Durán Roberto Gonzalez Roberto J. López-Sastre 27 15 0 07 Sep 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 95 2,575 0 05 Jul 2017
Complex and Holographic Embeddings of Knowledge Graphs: A Comparison Théo Trouillon Maximilian Nickel 30 40 0 05 Jul 2017
End-to-End Differentiable Proving Tim Rocktaschel Sebastian Riedel NAI 47 381 0 31 May 2017
Knowledge Base Completion: Baselines Strike Back Rudolf Kadlec Ondrej Bajgar Jan Kleindienst 29 188 0 30 May 2017
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 44 825 0 27 May 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 20 1,279 0 22 May 2017
Modeling Relational Data with Graph Convolutional Networks M. Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 97 4,745 0 17 Mar 2017
Knowledge Graph Completion via Complex Tensor Factorization Théo Trouillon C. Dance Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard 35 291 0 22 Feb 2017
On the Equivalence of Holographic and Complex Embeddings for Link Prediction Katsuhiko Hayashi Masashi Shimbo 25 82 0 18 Feb 2017
Semi-supervised Graph Embedding Approach to Dynamic Link Prediction Ryohei Hisano 37 52 0 14 Oct 2016
STransE: a novel embedding model of entities and relationships in knowledge bases Dat Quoc Nguyen Kairit Sirts Lizhen Qu Mark Johnson 29 181 0 27 Jun 2016
Neighborhood Mixture Model for Knowledge Base Completion Dat Quoc Nguyen Kairit Sirts Lizhen Qu Mark Johnson 35 42 0 21 Jun 2016