Complex Embeddings for Simple Link Prediction

20 June 2016

Papers citing "Complex Embeddings for Simple Link Prediction"

50 / 396 papers shown

Title
Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion Guanglin Niu Yang Li Chengguang Tang Ruiying Geng Jian Dai Qiao Liu Hao Wang Jian Sun Fei Huang Luo Si 33 88 0 27 Apr 2021
A Knowledge Enhanced Learning and Semantic Composition Model for Multi-Claim Fact Checking Shuai Wang Penghui Wei Jiahao Zhao Wenji Mao KELM 34 0 0 27 Apr 2021
Link Prediction on N-ary Relational Data Based on Relatedness Evaluation Saiping Guan Xiaolong Jin Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 42 27 0 21 Apr 2021
Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning Zixuan Li Xiaolong Jin Wei Li Saiping Guan Jiafeng Guo Huawei Shen Yuanzhuo Wang Xueqi Cheng 31 261 0 21 Apr 2021
Multilingual Knowledge Graph Completion with Joint Relation and Entity Alignment H. Singh Prachi Jain Mausam Soumen Chakrabarti 33 22 0 18 Apr 2021
Membership Inference Attacks on Knowledge Graphs Yu Wang Lifu Huang Philip S. Yu Lichao Sun MIACV 38 15 0 16 Apr 2021
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph Jiaxin Shi S. Cao Lei Hou Juan-Zi Li Hanwang Zhang GNN 34 105 0 15 Apr 2021
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning Xuelu Chen Michael Boratko Muhao Chen S. Dasgupta Xiang Lorraine Li Andrew McCallum 42 45 0 09 Apr 2021
Personalized Entity Resolution with Dynamic Heterogeneous Knowledge Graph Representations Ying Lin H. Wang Jiangning Chen Tong Wang Yue Liu Heng Ji Yang Liu Premkumar Natarajan 26 10 0 06 Apr 2021
ChronoR: Rotation Based Temporal Knowledge Graph Embedding A. Sadeghian Mohammadreza Armandpour Anthony Colas D. Wang BDL 31 112 0 18 Mar 2021
Neural Multi-Hop Reasoning With Logical Rules on Biomedical Knowledge Graphs Yushan Liu Marcel Hildebrandt Mitchell Joblin Martin Ringsquandl Rime Raissouni Volker Tresp 26 45 0 18 Mar 2021
Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts Junheng Hao Muhao Chen Wenchao Yu Yizhou Sun Wei Wang 18 166 0 15 Mar 2021
Network Representation Learning: From Traditional Feature Learning to Deep Learning Ke Sun Lei Wang Bo Xu Wenhong Zhao S. Teng Feng Xia GNN 30 28 0 07 Mar 2021
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification Ruud van Bakel Teodor Aleksiev Daniel Daza Dimitrios Alivanistos Michael Cochez 16 5 0 22 Feb 2021
A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective Stephen Bonner Ian P Barrett Cheng Ye Rowan Swiers Ola Engkvist A. Bender Charles Tapley Hoyt William L. Hamilton 32 94 0 19 Feb 2021
Generalized Zero-shot Intent Detection via Commonsense Knowledge A.B. Siddique Fuad Jamour Luxun Xu Vagelis Hristidis 11 32 0 04 Feb 2021
Ranking vs. Classifying: Measuring Knowledge Base Completion Quality M. Speranskaya Martin Schmitt Benjamin Roth 18 10 0 02 Feb 2021
EAGER: Embedding-Assisted Entity Resolution for Knowledge Graphs Daniel Obraczka Jonathan Schuchart Erhard Rahm 36 19 0 15 Jan 2021
Discrete Knowledge Graph Embedding based on Discrete Optimization Yunqi Li Shuyuan Xu Bo Liu Zuohui Fu Shuchang Liu Xu Chen Yongfeng Zhang 19 4 0 13 Jan 2021
Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks Cunchao Zhu Muhao Chen Changjun Fan Guangquan Cheng Yan Zhan 26 251 0 15 Dec 2020
Utilising Graph Machine Learning within Drug Discovery and Development Thomas Gaudelet Ben Day Arian R. Jamasb Jyothish Soman Cristian Regep ... Jian Tang D. Roblin Tom L. Blundell M. Bronstein J. Taylor-King AI4CE 29 37 0 09 Dec 2020
Foundations for Near-Term Quantum Natural Language Processing B. Coecke G. Felice K. Meichanetzidis Alexis Toumi 45 85 0 07 Dec 2020
Relation Extraction with Contextualized Relation Embedding (CRE) Xiaoyu Chen Rohan Badlani 11 5 0 19 Nov 2020
Tucker decomposition-based Temporal Knowledge Graph Completion Pengpeng Shao Guohua Yang Dawei Zhang J. Tao Feihu Che Tong Liu 37 83 0 16 Nov 2020
Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion Zhanqiu Zhang Jianyu Cai Jie Wang 17 56 0 11 Nov 2020
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion Zhen Han Yunpu Ma Peng Chen Volker Tresp 34 78 0 08 Nov 2020
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors Linlin Chao Jianshan He Taifeng Wang Wei Chu 18 161 0 07 Nov 2020
Domain-specific Knowledge Graphs: A survey Bilal Abu-Salih 29 282 0 31 Oct 2020
GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs Hao Xu Shengqi Sang Peizhen Bai Laurence Yang Haiping Lu GNN 24 15 0 29 Oct 2020
FedE: Embedding Knowledge Graphs in Federated Setting Yin Hua Wen Zhang Zonggang Yuan Yantao Jia Huajun Chen FedML 24 77 0 24 Oct 2020
Knowledge Graph Embedding with Atrous Convolution and Residual Learning Feiliang Ren Jucheng Li Huihui Zhang Shilei Liu Bochao Li Ruicheng Ming Yujia Bai 22 34 0 23 Oct 2020
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs Hongyu Ren J. Leskovec BDL 25 206 0 22 Oct 2020
Modeling Content and Context with Deep Relational Learning Maria Leonor Pacheco Dan Goldwasser NAI 56 34 0 20 Oct 2020
Adaptive Attentional Network for Few-Shot Knowledge Graph Completion Shuaiyi Nie Shu Guo Zhenyu Chen Juwei Yue Lihong Wang Tingwen Liu Hongbo Xu 120 115 0 19 Oct 2020
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs Jing Zhang Bo Chen Lingxi Zhang Xirui Ke Haipeng Ding NAI 40 3 0 12 Oct 2020
RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion Hao Huang Guodong Long Tao Shen Jing Jiang Chengqi Zhang 29 9 0 10 Oct 2020
TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion Jiapeng Wu Mengyao Cao Jackie C.K. Cheung William L. Hamilton 20 144 0 07 Oct 2020
SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization Yue Yu Kexin Huang Chao Zhang Lucas Glass Jimeng Sun Cao Xiao 28 120 0 04 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 39 663 0 02 Oct 2020
TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation Chengjin Xu M. Nayyeri Fouad Alkhoury H. S. Yazdi Jens Lehmann 16 129 0 02 Oct 2020
CoLAKE: Contextualized Language and Knowledge Embedding Tianxiang Sun Yunfan Shao Xipeng Qiu Qipeng Guo Yaru Hu Xuanjing Huang Zheng Zhang KELM 42 181 0 01 Oct 2020
RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion Youri Xu Haihong E Meina Song Wenyu Song Xiaodong Lv Haotian Wang Jinrui Yang 21 24 0 30 Sep 2020
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings Dai Quoc Nguyen Thanh Tien Vu T. Nguyen Dinh Q. Phung 32 32 0 26 Sep 2020
AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding Guanglin Niu Yue Liu Yongfei Zhang Shiliang Pu Jingyang Li 27 20 0 25 Sep 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 26 114 0 16 Sep 2020
DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning Yushan Zhu Wen Zhang Yin Hua Hui Chen Xu-Xin Cheng Wei Zhang Huajun Chen Zhejiang University 27 27 0 13 Sep 2020
Rank over Class: The Untapped Potential of Ranking in Natural Language Processing Amir Atapour-Abarghouei Stephen Bonner A. Mcgough 23 4 0 10 Sep 2020
Towards Structured Prediction in Bioinformatics with Deep Learning Yu Li AI4CE 21 1 0 25 Aug 2020
Convolutional Complex Knowledge Graph Embeddings Caglar Demir A. N. Ngomo 27 44 0 07 Aug 2020
Few-shot link prediction via graph neural networks for Covid-19 drug-repurposing V. Ioannidis Da Zheng George Karypis 13 50 0 20 Jul 2020