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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
LowFER: Low-rank Bilinear Pooling for Link Prediction Saadullah Amin Stalin Varanasi K. Dunfield G. Neumann 72 40 0 25 Aug 2020
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries Benjamin Heinzerling Kentaro Inui KELM 70 133 0 20 Aug 2020
Relational Reflection Entity Alignment Xin Mao Wenting Wang Huimin Xu Yuanbin Wu Man Lan 74 133 0 18 Aug 2020
NASE: Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture Search Xiaoyu Kou Bingfeng Luo Huang Hu Yan Zhang 46 7 0 18 Aug 2020
Quaternion Graph Neural Networks Dai Quoc Nguyen T. Nguyen Dinh Q. Phung GNN 81 34 0 12 Aug 2020
DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic Hierarchy H. Lu Hailin Hu Xiaodong Lin 65 28 0 11 Aug 2020
Convolutional Complex Knowledge Graph Embeddings Caglar Demir A. N. Ngomo 73 45 0 07 Aug 2020
A Survey on Graph Neural Networks for Knowledge Graph Completion Siddhant Arora 152 67 0 24 Jul 2020
Time-aware Graph Embedding: A temporal smoothness and task-oriented approach Yonghui Xu Shengjie Sun Yuan Miao Ke Wang Xiaonan Meng Yitao Hu Ke Wang Hengjie Song C. Miao AI4TS 69 22 0 22 Jul 2020
Connecting Embeddings for Knowledge Graph Entity Typing Yu Zhao Anxiang Zhang Ruobing Xie Kang Liu Xiaojie Wang 65 58 0 21 Jul 2020
Graph Convolutional Network-based Suspicious Communication Pair Estimation for Industrial Control Systems Tatsumi Oba T. Taniguchi 26 5 0 17 Jul 2020
BoxE: A Box Embedding Model for Knowledge Base Completion Ralph Abboud .Ismail .Ilkan Ceylan Thomas Lukasiewicz Tommaso Salvatori 95 183 0 13 Jul 2020
Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases Yu Liu Quanming Yao Yong Li 74 79 0 08 Jul 2020
GraphOpt: Learning Optimization Models of Graph Formation Rakshit S. Trivedi Jiachen Yang H. Zha OffRL 114 17 0 07 Jul 2020
GCN for HIN via Implicit Utilization of Attention and Meta-paths Di Jin Zhizhi Yu Dongxiao He Carl Yang Philip S. Yu Jiawei Han GNN 100 10 0 06 Jul 2020
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge Pat Verga Haitian Sun Livio Baldini Soares William W. Cohen KELM 102 50 0 02 Jul 2020
Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion Hung Nghiep Tran Atsuhiro Takasu 43 9 0 29 Jun 2020
Building Rule Hierarchies for Efficient Logical Rule Learning from Knowledge Graphs Yulong Gu Yushi Guan P. Missier 40 1 0 29 Jun 2020
A Simple Approach to Case-Based Reasoning in Knowledge Bases Rajarshi Das Ameya Godbole Shehzaad Dhuliawala Manzil Zaheer Andrew McCallum 67 24 0 25 Jun 2020
Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings David Chang Ivana Balazevic Carl Allen Daniel Chawla C. Brandt R. Taylor 83 40 0 24 Jun 2020
Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework Mehdi Ali M. Berrendorf Charles Tapley Hoyt Laurent Vermue Mikhail Galkin Sahand Sharifzadeh Asja Fischer Volker Tresp Jens Lehmann 116 125 0 23 Jun 2020
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction Jinheon Baek Dong Bok Lee Sung Ju Hwang 101 90 0 11 Jun 2020
5* Knowledge Graph Embeddings with Projective Transformations M. Nayyeri S. Vahdati Can Aykul Jens Lehmann 81 33 0 08 Jun 2020
IterefinE: Iterative KG Refinement Embeddings using Symbolic Knowledge Siddhant Arora Srikanta J. Bedathur Maya Ramanath Deepak Sharma 132 5 0 03 Jun 2020
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding Bilal Abu-Salih Marwan Al-Tawil Ibrahim Aljarah Hossam Faris P. Wongthongtham 61 61 0 02 Jun 2020
Neural Entity Linking: A Survey of Models Based on Deep Learning Ozge Sevgili Artem Shelmanov Mikhail V. Arkhipov Alexander Panchenko Christian Biemann VLM 3DV AI4TS 135 123 0 31 May 2020
NagE: Non-Abelian Group Embedding for Knowledge Graphs Tong Yang Long Sha Pengyu Hong 24 1 0 22 May 2020
Benchmarking neural embeddings for link prediction in knowledge graphs under semantic and structural changes Asan Agibetov Matthias Samwald 54 8 0 15 May 2020
Knowledge Base Completion: Baseline strikes back (Again) Prachi Jain Sushant Rathi Mausam Soumen Chakrabarti 58 20 0 02 May 2020
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols Prachi Jain Sushant Rathi Mausam Soumen Chakrabarti 79 81 0 02 May 2020
Explainable Link Prediction for Emerging Entities in Knowledge Graphs Rajarshi Bhowmik Gerard de Melo LRM 26 3 0 01 May 2020
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning Deren Lei Gangrong Jiang Xiaotao Gu Kexuan Sun Yuning Mao Xiang Ren 144 50 0 01 May 2020
Low-Dimensional Hyperbolic Knowledge Graph Embeddings Ines Chami A. Wolf Da-Cheng Juan Frederic Sala Sujith Ravi Christopher Ré 67 397 0 01 May 2020
Knowledge Graph Embeddings and Explainable AI Federico Bianchi Gaetano Rossiello Luca Costabello M. Palmonari Pasquale Minervini 106 81 0 30 Apr 2020
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion Bo Wang Tao Shen Guodong Long Dinesh Manocha Yi-Ju Chang 68 5 0 30 Apr 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning Tao Shen Yi Mao Pengcheng He Guodong Long Adam Trischler Weizhu Chen 84 63 0 29 Apr 2020
KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion Jie Zhou Shengding Hu Xin Lv Cheng Yang Zhiyuan Liu Wei Xu Jie Jiang Juan-Zi Li Maosong Sun 137 6 0 28 Apr 2020
Out-of-Sample Representation Learning for Multi-Relational Graphs Marjan Albooyeh Rishab Goel Seyed Mehran Kazemi OOD 72 3 0 28 Apr 2020
Semantic Entity Enrichment by Leveraging Multilingual Descriptions for Link Prediction Genet Asefa Gesese Mehwish Alam Harald Sack 107 6 0 22 Apr 2020
TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs Zequn Sun Jiacheng Huang Wei Hu Muhao Chen Lingbing Guo Yuzhong Qu 89 135 0 22 Apr 2020
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction Yanhui Peng Jing Zhang KELM 70 28 0 21 Apr 2020
Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation Xiaocong Chen Chaoran Huang Lina Yao Xianzhi Wang Wei Liu Wenjie Zhang 129 36 0 17 Apr 2020
Learning Structured Embeddings of Knowledge Graphs with Adversarial Learning Framework Jiehang Zeng Lu Liu Xiaoqing Zheng GAN 28 2 0 15 Apr 2020
Exploring Effects of Random Walk Based Minibatch Selection Policy on Knowledge Graph Completion Bishal Santra Prakhar Sharma Sumegh Roychowdhury Pawan Goyal 84 0 0 12 Apr 2020
Reinforced Anytime Bottom Up Rule Learning for Knowledge Graph Completion Christian Meilicke M. Chekol Manuel Fink Heiner Stuckenschmidt 58 78 0 09 Apr 2020
Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders Bhushan Kotnis Carolin (Haas) Lawrence Mathias Niepert RALM 95 41 0 06 Apr 2020
Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction Tara Safavi Danai Koutra Edgar Meij 31 5 0 02 Apr 2020
Heterogeneous Network Representation Learning: A Unified Framework with Survey and Benchmark Carl Yang Yuxin Xiao Yu Zhang Yizhou Sun Jiawei Han AI4TS 145 58 0 01 Apr 2020
Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning Gaole He Junyi Li Wayne Xin Zhao Peiju Liu Ji-Rong Wen 101 39 0 28 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 80 112 0 18 Mar 2020