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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
Towards Learning Instantiated Logical Rules from Knowledge Graphs Yulong Gu Yushi Guan P. Missier AI4CE 55 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 56 14 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 91 250 0 10 Mar 2020
Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution Sankalp Garg Navodita Sharma Woojeong Jin Xiang Ren AI4TS 72 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 32 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 72 90 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 133 19 0 17 Feb 2020
Relational Message Passing for Knowledge Graph Completion Hongwei Wang Hongyu Ren J. Leskovec 86 120 0 17 Feb 2020
Open Knowledge Enrichment for Long-tail Entities E. Cao D. Wang Jiacheng Huang Wei Hu 73 47 0 15 Feb 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base William W. Cohen Haitian Sun R. A. Hofer M. Siegler 83 62 0 14 Feb 2020
RDFFrames: Knowledge Graph Access for Machine Learning Tools Aisha Mohamed Ghadeer Abuoda Abdurrahman Ghanem Zoi Kaoudi Ashraf Aboulnaga 39 14 0 10 Feb 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis Andrea Rossi D. Firmani Antonio Matinata P. Merialdo Denilson Barbosa 100 351 0 03 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 316 2,017 0 02 Feb 2020
The Tensor Brain: Semantic Decoding for Perception and Memory Volker Tresp Sahand Sharifzadeh Dario Konopatzki Yunpu Ma 78 8 0 29 Jan 2020
The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability Mehdi Ali Hajira Jabeen Charles Tapley Hoyt Jens Lehmann 32 16 0 28 Jan 2020
Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-Task Learning Firas Kassawat Debanjan Chaudhuri Jens Lehmann AuLLM 57 7 0 28 Jan 2020
Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs Marcel Hildebrandt Jorge Andres Quintero Serna Yunpu Ma Martin Ringsquandl Mitchell Joblin Volker Tresp 53 1 0 09 Jan 2020
Reasoning on Knowledge Graphs with Debate Dynamics Marcel Hildebrandt Jorge Andres Quintero Serna Yunpu Ma Martin Ringsquandl Mitchell Joblin Volker Tresp 81 53 0 02 Jan 2020
Probability Calibration for Knowledge Graph Embedding Models Pedro Tabacof Luca Costabello 67 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 116 91 0 17 Dec 2019
OpenBioLink: A benchmarking framework for large-scale biomedical link prediction Anna Breit Simon Ott Asan Agibetov Matthias Samwald LM&MA 105 55 0 10 Dec 2019
Cooperative Reasoning on Knowledge Graph and Corpus: A Multi-agentReinforcement Learning Approach Yunan Zhang Xiang Cheng Heting Gao Chengxiang Zhai LRM 23 3 0 04 Dec 2019
Binarized Canonical Polyadic Decomposition for Knowledge Graph Completion Koki Kishimoto Katsuhiko Hayashi Genki Akai Masashi Shimbo 30 1 0 04 Dec 2019
Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets Fanchao Qi Li-Hsin Chang Maosong Sun Sicong Ouyang Zhiyuan Liu 119 19 0 04 Dec 2019
Integrating Graph Contextualized Knowledge into Pre-trained Language Models Bin He Di Zhou Jinghui Xiao Xin jiang Qun Liu Nicholas Jing Yuan Tong Xu AI4CE 67 78 0 30 Nov 2019
Few-Shot Knowledge Graph Completion Chuxu Zhang Huaxiu Yao Chao Huang Meng Jiang Z. Li Nitesh Chawla 54 205 0 26 Nov 2019
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction Zhanqiu Zhang Jianyu Cai Yongdong Zhang Jie Wang 100 393 0 21 Nov 2019
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation Zequn Sun Chengming Wang Wei Hu Muhao Chen Jian Dai Wei Zhang Yuzhong Qu 95 334 0 20 Nov 2019
Rule-Guided Compositional Representation Learning on Knowledge Graphs Guanglin Niu Yongfei Zhang Yue Liu Peng Cui Si Liu Jingyang Li Xiaowei Zhang 69 62 0 20 Nov 2019
Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Lei Chen 72 4 0 17 Nov 2019
Inductive Relation Prediction by Subgraph Reasoning Komal K. Teru E. Denis William L. Hamilton NAI AI4CE 102 398 0 16 Nov 2019
CNN-based Dual-Chain Models for Knowledge Graph Learning Bo Peng Martin Renqiang Min Xia Ning GNN 39 0 0 15 Nov 2019
Learning to Order Sub-questions for Complex Question Answering Yunan Zhang Xiang Cheng Yufeng Zhang Zihan Wang Zhen Fang Xiaoyang Wang Zhenya Huang Chengxiang Zhai OffRL 49 1 0 11 Nov 2019
Decompressing Knowledge Graph Representations for Link Prediction Xiang Kong Xianyang Chen Eduard H. Hovy AI4CE 42 5 0 11 Nov 2019
A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun Shikhar Vashishth Soumya Sanyal Partha P. Talukdar Yiming Yang 92 170 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 125 72 0 08 Nov 2019
Composition-based Multi-Relational Graph Convolutional Networks Shikhar Vashishth Soumya Sanyal Vikram Nitin Partha P. Talukdar GNN 152 851 0 08 Nov 2019
Neural Graph Embedding Methods for Natural Language Processing Shikhar Vashishth GNN 66 9 0 08 Nov 2019
CoKE: Contextualized Knowledge Graph Embedding Quan Wang Pingping Huang Haifeng Wang Songtai Dai Wenbin Jiang Jing Liu Yajuan Lyu Yong Zhu Hua Wu 129 87 0 06 Nov 2019
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Shikhar Vashishth Soumya Sanyal Vikram Nitin Nilesh Agrawal Partha P. Talukdar 123 349 0 01 Nov 2019
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs A. Sadeghian Mohammadreza Armandpour P. Ding D. Wang 93 317 0 31 Oct 2019
A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly? Genet Asefa Gesese Russa Biswas Mehwish Alam Harald Sack 124 82 0 28 Oct 2019
Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets Esma Balkir Masha Naslidnyk Dave Palfrey Arpit Mittal 51 5 0 25 Oct 2019
Efficiently Embedding Dynamic Knowledge Graphs Tianxing Wu Arijit Khan Melvin Yong Huan Gao Cheng Li 85 66 0 15 Oct 2019
Commonsense Knowledge Base Completion with Structural and Semantic Context Chaitanya Malaviya Chandra Bhagavatula Antoine Bosselut Yejin Choi 113 140 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 64 77 0 01 Oct 2019
Interpreting Knowledge Graph Relation Representation from Word Embeddings Carl Allen Ivana Balazevic Timothy M. Hospedales 82 9 0 25 Sep 2019
Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph Reasoning Xiaoran Xu Wei Feng Yunsheng Jiang Xiaohui Xie Zhiqing Sun Zhihong Deng LRM 106 53 0 25 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 317 662 0 09 Sep 2019
Combination of Unified Embedding Model and Observed Features for Knowledge Graph Completion Takuma Ebisu R. Ichise 30 0 0 09 Sep 2019