Convolutional 2D Knowledge Graph Embeddings

5 July 2017

Tim Dettmers

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 839 papers shown

Title
Connecting Embeddings for Knowledge Graph Entity Typing Yu Zhao Anxiang Zhang Ruobing Xie Kang Liu Xiaojie Wang 24 56 0 21 Jul 2020
Graph Convolutional Network-based Suspicious Communication Pair Estimation for Industrial Control Systems Tatsumi Oba T. Taniguchi 12 5 0 17 Jul 2020
BoxE: A Box Embedding Model for Knowledge Base Completion Ralph Abboud .Ismail .Ilkan Ceylan Thomas Lukasiewicz Tommaso Salvatori 38 177 0 13 Jul 2020
Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases Yu Liu Quanming Yao Yong Li 13 74 0 08 Jul 2020
GraphOpt: Learning Optimization Models of Graph Formation Rakshit S. Trivedi Jiachen Yang H. Zha OffRL 22 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 22 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 35 50 0 02 Jul 2020
Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion Hung Nghiep Tran Atsuhiro Takasu 16 9 0 29 Jun 2020
Building Rule Hierarchies for Efficient Logical Rule Learning from Knowledge Graphs Yulong Gu Yushi Guan P. Missier 6 1 0 29 Jun 2020
A Simple Approach to Case-Based Reasoning in Knowledge Bases Rajarshi Das Ameya Godbole S. Dhuliawala Manzil Zaheer Andrew McCallum 21 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 22 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 11 123 0 23 Jun 2020
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction Jinheon Baek Dong Bok Lee Sung Ju Hwang 19 87 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
IterefinE: Iterative KG Refinement Embeddings using Symbolic Knowledge Siddhant Arora Srikanta J. Bedathur Maya Ramanath Deepak Sharma 19 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 28 59 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 23 118 0 31 May 2020
NagE: Non-Abelian Group Embedding for Knowledge Graphs Tong Yang Long Sha Pengyu Hong 11 1 0 22 May 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
Knowledge Base Completion: Baseline strikes back (Again) Prachi Jain Sushant Rathi Mausam Soumen Chakrabarti 8 18 0 02 May 2020
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols Prachi Jain Sushant Rathi Mausam Soumen Chakrabarti 8 80 0 02 May 2020
Explainable Link Prediction for Emerging Entities in Knowledge Graphs Rajarshi Bhowmik Gerard de Melo LRM 19 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 20 48 0 01 May 2020
Low-Dimensional Hyperbolic Knowledge Graph Embeddings Ines Chami A. Wolf Da-Cheng Juan Frederic Sala Sujith Ravi Christopher Ré 27 385 0 01 May 2020
Knowledge Graph Embeddings and Explainable AI Federico Bianchi Gaetano Rossiello Luca Costabello M. Palmonari Pasquale Minervini 43 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 33 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 18 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 21 5 0 28 Apr 2020
Out-of-Sample Representation Learning for Multi-Relational Graphs Marjan Albooyeh Rishab Goel Seyed Mehran Kazemi OOD 24 3 0 28 Apr 2020
Semantic Entity Enrichment by Leveraging Multilingual Descriptions for Link Prediction Genet Asefa Gesese Mehwish Alam Harald Sack 19 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 20 131 0 22 Apr 2020
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction Yanhui Peng Jing Zhang KELM 17 27 0 21 Apr 2020
Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation Xiaocong Chen Chaoran Huang Lina Yao Xianzhi Wang Wei Liu Wenjie Zhang 20 35 0 17 Apr 2020
Learning Structured Embeddings of Knowledge Graphs with Adversarial Learning Framework Jiehang Zeng Lu Liu Xiaoqing Zheng GAN 11 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 12 0 0 12 Apr 2020
Reinforced Anytime Bottom Up Rule Learning for Knowledge Graph Completion Christian Meilicke M. Chekol Manuel Fink Heiner Stuckenschmidt 6 77 0 09 Apr 2020
Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders Bhushan Kotnis Carolin (Haas) Lawrence Mathias Niepert RALM 19 40 0 06 Apr 2020
Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction Tara Safavi Danai Koutra Edgar Meij 20 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 52 57 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 24 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 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
Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning Mandana Saebi Steven J. Krieg Chuxu Zhang Meng Jiang Nitesh Chawla 27 13 0 12 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
Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution Sankalp Garg Navodita Sharma Woojeong Jin Xiang Ren AI4TS 32 8 0 09 Mar 2020
End-to-End Entity Linking and Disambiguation leveraging Word and Knowledge Graph Embeddings R. Nedelchev Debanjan Chaudhuri Jens Lehmann Asja Fischer 18 11 0 25 Feb 2020
Differentiable Reasoning over a Virtual Knowledge Base Bhuwan Dhingra Manzil Zaheer Vidhisha Balachandran Graham Neubig Ruslan Salakhutdinov William W. Cohen 20 89 0 25 Feb 2020
On the Ambiguity of Rank-Based Evaluation of Entity Alignment or Link Prediction Methods M. Berrendorf Evgeniy Faerman Laurent Vermue Volker Tresp 6 19 0 17 Feb 2020
Relational Message Passing for Knowledge Graph Completion Hongwei Wang Hongyu Ren J. Leskovec 22 118 0 17 Feb 2020
Open Knowledge Enrichment for Long-tail Entities E. Cao D. Wang Jiacheng Huang Wei Hu 14 44 0 15 Feb 2020