Convolutional 2D Knowledge Graph Embeddings

5 July 2017

Tim Dettmers

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 839 papers shown

Title
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base William W. Cohen Haitian Sun R. A. Hofer M. Siegler 30 61 0 14 Feb 2020
RDFFrames: Knowledge Graph Access for Machine Learning Tools Aisha Mohamed Ghadeer Abuoda Abdurrahman Ghanem Zoi Kaoudi Ashraf Aboulnaga 16 14 0 10 Feb 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis Andrea Rossi D. Firmani Antonio Matinata P. Merialdo Denilson Barbosa 22 342 0 03 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 200 1,944 0 02 Feb 2020
The Tensor Brain: Semantic Decoding for Perception and Memory Volker Tresp Sahand Sharifzadeh Dario Konopatzki Yunpu Ma 13 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 9 16 0 28 Jan 2020
Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-Task Learning Firas Kassawat Debanjan Chaudhuri Jens Lehmann AuLLM 8 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 15 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 18 51 0 02 Jan 2020
Probability Calibration for Knowledge Graph Embedding Models Pedro Tabacof Luca Costabello 14 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 24 88 0 17 Dec 2019
OpenBioLink: A benchmarking framework for large-scale biomedical link prediction Anna Breit Simon Ott Asan Agibetov Matthias Samwald LM&MA 39 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 13 3 0 04 Dec 2019
Binarized Canonical Polyadic Decomposition for Knowledge Graph Completion Koki Kishimoto Katsuhiko Hayashi Genki Akai Masashi Shimbo 16 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 16 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 22 77 0 30 Nov 2019
Few-Shot Knowledge Graph Completion Chuxu Zhang Huaxiu Yao Chao Huang Meng Jiang Z. Li Nitesh Chawla 11 195 0 26 Nov 2019
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction Zhanqiu Zhang Jianyu Cai Yongdong Zhang Jie Wang 43 379 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 31 322 0 20 Nov 2019
Rule-Guided Compositional Representation Learning on Knowledge Graphs Guanglin Niu Yongfei Zhang Bo Li Peng Cui Si Liu Jingyang Li Xiaowei Zhang 27 58 0 20 Nov 2019
Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Lei Chen 30 4 0 17 Nov 2019
Inductive Relation Prediction by Subgraph Reasoning Komal K. Teru E. Denis William L. Hamilton NAI AI4CE 29 388 0 16 Nov 2019
CNN-based Dual-Chain Models for Knowledge Graph Learning B. Peng Martin Renqiang Min Xia Ning GNN 20 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 16 1 0 11 Nov 2019
Decompressing Knowledge Graph Representations for Link Prediction Xiang Kong Xianyang Chen Eduard H. Hovy AI4CE 13 5 0 11 Nov 2019
A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun Shikhar Vashishth Soumya Sanyal Partha P. Talukdar Yiming Yang 17 168 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 21 71 0 08 Nov 2019
Composition-based Multi-Relational Graph Convolutional Networks Shikhar Vashishth Soumya Sanyal Vikram Nitin Partha P. Talukdar GNN 22 816 0 08 Nov 2019
Neural Graph Embedding Methods for Natural Language Processing Shikhar Vashishth GNN 25 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 27 84 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 16 336 0 01 Nov 2019
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs A. Sadeghian Mohammadreza Armandpour P. Ding D. Wang 25 307 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 30 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 17 5 0 25 Oct 2019
Efficiently Embedding Dynamic Knowledge Graphs Tianxing Wu Arijit Khan Melvin Yong Huan Gao Cheng Li 27 65 0 15 Oct 2019
Commonsense Knowledge Base Completion with Structural and Semantic Context Chaitanya Malaviya Chandra Bhagavatula Antoine Bosselut Yejin Choi 19 138 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 22 75 0 01 Oct 2019
Interpreting Knowledge Graph Relation Representation from Word Embeddings Carl Allen Ivana Balazevic Timothy M. Hospedales 22 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 19 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 234 656 0 09 Sep 2019
Combination of Unified Embedding Model and Observed Features for Knowledge Graph Completion Takuma Ebisu R. Ichise 17 0 0 09 Sep 2019
KG-BERT: BERT for Knowledge Graph Completion Liang Yao Chengsheng Mao Yuan Luo SLR 25 576 0 07 Sep 2019
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs Mingyang Chen Wen Zhang Wei Zhang Qiang Chen Huajun Chen KELM 29 185 0 04 Sep 2019
Enriching Medcial Terminology Knowledge Bases via Pre-trained Language Model and Graph Convolutional Network Jiaying Zhang Zhixing Zhang Huanhuan Zhang Zhiyuan Ma Yangming Zhou Ping He MedIm 6 0 0 02 Sep 2019
Toward Understanding The Effect Of Loss function On Then Performance Of Knowledge Graph Embedding M. Nayyeri Chengjin Xu Yadollah Yaghoobzadeh H. S. Yazdi Jens Lehmann 19 5 0 02 Sep 2019
Commonsense Knowledge Mining from Pretrained Models Joshua Feldman Joe Davison Alexander M. Rush SSL 19 329 0 02 Sep 2019
Collaborative Policy Learning for Open Knowledge Graph Reasoning Cong Fu Tong Chen Meng Qu Woojeong Jin Xiang Ren LRM 8 55 0 31 Aug 2019
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations Xin Lv Yuxian Gu Xu Han Lei Hou Juan-Zi Li Zhiyuan Liu LRM 20 86 0 30 Aug 2019
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks Yuting Ye Xuwu Wang Jiangchao Yao Kunyang Jia Jingren Zhou Yanghua Xiao Hongxia Yang BDL 17 26 0 28 Aug 2019
TERA: the Toxicological Effect and Risk Assessment Knowledge Graph E. B. Myklebust Ernesto Jiménez-Ruiz Jiaoyan Chen Raoul Wolf K. Tollefsen 11 1 0 27 Aug 2019