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Convolutional 2D Knowledge Graph Embeddings

5 July 2017

Tim Dettmers

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

47 / 847 papers shown

Title
TuckER: Tensor Factorization for Knowledge Graph Completion Ivana Balazevic Carl Allen Timothy M. Hospedales 81 732 0 28 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.2K 5,596 0 20 Dec 2018
TechKG: A Large-Scale Chinese Technology-Oriented Knowledge Graph Feiliang Ren Yining Hou Yan Li Lingfeng Pan Yi Zhang ... Yongkang Liu Yu Guo Rongsheng Zhao Ruicheng Ming Huiming Wu 30 2 0 17 Dec 2018
Embedding Cardinality Constraints in Neural Link Predictors Emir Muñoz Pasquale Minervini Matthias Nickles 18 2 0 16 Dec 2018
Interpretable Graph Convolutional Neural Networks for Inference on Noisy Knowledge Graphs Daniel Neil Joss Briody A. Lacoste Aaron Sim Páidí Creed Amir Saffari GNN 145 35 0 01 Dec 2018
Node Embedding with Adaptive Similarities for Scalable Learning over Graphs Dimitris Berberidis G. Giannakis 64 18 0 27 Nov 2018
Embedding Uncertain Knowledge Graphs X. Chen Muhao Chen Weijia Shi Yizhou Sun C. Zaniolo 98 120 0 26 Nov 2018
Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference Masashi Yoshikawa K. Mineshima Hiroshi Noji D. Bekki 68 11 0 15 Nov 2018
End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion Mingmin Zhen Jinglu Wang Lei Zhou Jinbo Bi Tian Fang Long Quan GNN 86 603 0 11 Nov 2018
Recurrent Skipping Networks for Entity Alignment Lingbing Guo Zhenyi Ying E. Cao Wei Hu 28 6 0 06 Nov 2018
MOHONE: Modeling Higher Order Network Effects in KnowledgeGraphs via Network Infused Embeddings Hao Yu Vivek Kulkarni Wenjie Wang 26 2 0 01 Nov 2018
DOLORES: Deep Contextualized Knowledge Graph Embeddings Haoyu Wang Vivek Kulkarni William Yang Wang HAI AI4CE 90 29 0 31 Oct 2018
DSKG: A Deep Sequential Model for Knowledge Graph Completion Lingbing Guo Qingheng Zhang Weiyi Ge Wei Hu Yuzhong Qu 33 21 0 30 Oct 2018
On Evaluating Embedding Models for Knowledge Base Completion Yanjie Wang Daniel Ruffinelli Rainer Gemulla Samuel Broscheit Christian Meilicke 87 47 0 17 Oct 2018
Feature Learning for Meta-Paths in Knowledge Graphs Sebastian Bischoff 43 0 0 07 Sep 2018
Embedding Multimodal Relational Data for Knowledge Base Completion Pouya Pezeshkpour Liyan Chen Sameer Singh 66 127 0 05 Sep 2018
Multi-Hop Knowledge Graph Reasoning with Reward Shaping Xi Lin R. Socher Caiming Xiong LRM 109 336 0 31 Aug 2018
One-Shot Relational Learning for Knowledge Graphs Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang 116 220 0 27 Aug 2018
Predicting Semantic Relations using Global Graph Properties Yuval Pinter Jacob Eisenstein 79 22 0 27 Aug 2018
Hypernetwork Knowledge Graph Embeddings Ivana Balazevic Carl Allen Timothy M. Hospedales GNN 81 187 0 21 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 76 234 0 13 Aug 2018
Knowledge Graph Embedding with Entity Neighbors and Deep Memory Network Kai Wang Yu Liu Xiujuan Xu Dan Lin GNN 100 18 0 11 Aug 2018
Global and local evaluation of link prediction tasks with neural embeddings Asan Agibetov Matthias Samwald 62 10 0 27 Jul 2018
A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning Sebastijan Dumancic Alberto García-Durán Mathias Niepert NAI 51 7 0 29 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 49 13 0 20 Jun 2018
Canonical Tensor Decomposition for Knowledge Base Completion Timothée Lacroix Nicolas Usunier G. Obozinski 84 387 0 19 Jun 2018
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment Muhao Chen Yingtao Tian Kai-Wei Chang Steven Skiena C. Zaniolo 71 241 0 18 Jun 2018
Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder Ryo Takahashi Ran Tian Kentaro Inui CoGe BDL 23 14 0 24 May 2018
Adversarial Contrastive Estimation A. Bose Huan Ling Yanshuai Cao 47 56 0 09 May 2018
Improving Knowledge Graph Embedding Using Simple Constraints Boyang Ding Quan Wang Bin Wang Li Guo 104 134 0 07 May 2018
Commonsense mining as knowledge base completion? A study on the impact of novelty Stanislaw Jastrzebski Dzmitry Bahdanau Seyedarian Hosseini Michael Noukhovitch Yoshua Bengio Jackie C.K. Cheung 67 27 0 24 Apr 2018
Referring Relationships Ranjay Krishna Ines Chami Michael S. Bernstein Li Fei-Fei 102 95 0 28 Mar 2018
SimplE Embedding for Link Prediction in Knowledge Graphs Seyed Mehran Kazemi David Poole 87 720 0 13 Feb 2018
M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search Yelong Shen Jianshu Chen Po-Sen Huang Yuqing Guo Jianfeng Gao 96 129 0 12 Feb 2018
Investigations on Knowledge Base Embedding for Relation Prediction and Extraction Peng Xu Denilson Barbosa 47 6 0 06 Feb 2018
Incorporating Literals into Knowledge Graph Embeddings Agustinus Kristiadi M. A. Khan Denis Lukovnikov Jens Lehmann Asja Fischer KELM 69 95 0 03 Feb 2018
Knowledge Graph Embedding with Multiple Relation Projections Kien Do T. Tran Svetha Venkatesh 63 25 0 26 Jan 2018
Inducing Interpretability in Knowledge Graph Embeddings Chandrahas Tathagata Sengupta Cibi Pragadeesh Partha P. Talukdar 29 6 0 10 Dec 2017
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 83 707 0 06 Dec 2017
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Luke Vilnis Ishan Durugkar A. Krishnamurthy Alex Smola Andrew McCallum KELM 109 513 0 15 Nov 2017
Revisiting Simple Neural Networks for Learning Representations of Knowledge Graphs Srinivas Ravishankar Chandrahas Partha P. Talukdar 57 10 0 15 Nov 2017
KBGAN: Adversarial Learning for Knowledge Graph Embeddings Liwei Cai William Yang Wang GAN 96 281 0 11 Nov 2017
Fast Linear Model for Knowledge Graph Embeddings Armand Joulin Edouard Grave Piotr Bojanowski Maximilian Nickel Tomas Mikolov 78 42 0 30 Oct 2017
KBLRN : End-to-End Learning of Knowledge Base Representations with Latent, Relational, and Numerical Features Alberto García-Durán Mathias Niepert BDL 93 106 0 14 Sep 2017
A survey of embedding models of entities and relationships for knowledge graph completion Dat Quoc Nguyen 108 100 0 23 Mar 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 210 4,857 0 17 Mar 2017
KSR: A Semantic Representation of Knowledge Graph within a Novel Unsupervised Paradigm Han Xiao Minlie Huang Xiaoyan Zhu 68 6 0 27 Aug 2016