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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
Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks Cunchao Zhu Muhao Chen Changjun Fan Guangquan Cheng Yan Zhan 83 260 0 15 Dec 2020
Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction George Stoica Emmanouil Antonios Platanios Barnabas Poczos ReLM 49 3 0 09 Dec 2020
PPKE: Knowledge Representation Learning by Path-based Pre-training Bin He Di Zhou Jing Xie Jinghui Xiao Xin Jiang Qun Liu 54 1 0 07 Dec 2020
From syntactic structure to semantic relationship: hypernym extraction from definitions by recurrent neural networks using the part of speech information Yixin Tan Xiaomeng Wang Tao Jia NAI 62 9 0 07 Dec 2020
Biomedical Knowledge Graph Refinement with Embedding and Logic Rules Sendong Zhao Bing Qin Ting Liu Fei Wang 124 15 0 02 Dec 2020
Survey and Open Problems in Privacy Preserving Knowledge Graph: Merging, Query, Representation, Completion and Applications Chaochao Chen Jamie Cui Guanfeng Liu Hongzhi Zhang Li Wang 113 23 0 20 Nov 2020
Tucker decomposition-based Temporal Knowledge Graph Completion Pengpeng Shao Guohua Yang Dawei Zhang J. Tao Feihu Che Tong Liu 94 85 0 16 Nov 2020
Theoretical Rule-based Knowledge Graph Reasoning by Connectivity Dependency Discovery Canlin Zhang Chun-Nan Hsu Yannis Katsis Ho-Cheol Kim Yoshiki Vazquez-Baeza 28 7 0 12 Nov 2020
Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion Zhanqiu Zhang Jianyu Cai Jie Wang 73 60 0 11 Nov 2020
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion Zhen Han Yunpu Ma Peng Chen Volker Tresp 99 78 0 08 Nov 2020
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors Linlin Chao Jianshan He Taifeng Wang Wei Chu 95 168 0 07 Nov 2020
Domain-specific Knowledge Graphs: A survey Bilal Abu-Salih 109 298 0 31 Oct 2020
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification Juan Li Ruoxu Wang Ningyu Zhang Wen Zhang Fan Yang Huajun Chen VLM 87 41 0 30 Oct 2020
DisenE: Disentangling Knowledge Graph Embeddings Xiaoyu Kou Yankai Lin Yuntao Li Jiahao Xu Peng Li Jie Zhou Yan Zhang OCL DRL 48 3 0 28 Oct 2020
DualTKB: A Dual Learning Bridge between Text and Knowledge Base Pierre Dognin Igor Melnyk Inkit Padhi Cicero Nogueira dos Santos Payel Das 56 14 0 27 Oct 2020
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs Alexander Kalinowski Yuan An AI4TS 53 5 0 26 Oct 2020
Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Lei Chen BDL 45 7 0 24 Oct 2020
FedE: Embedding Knowledge Graphs in Federated Setting Yin Hua Wen Zhang Zonggang Yuan Yantao Jia Huajun Chen FedML 75 81 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 106 36 0 23 Oct 2020
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs Hongyu Ren J. Leskovec BDL 104 211 0 22 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 165 119 0 19 Oct 2020
Drug Repurposing for COVID-19 via Knowledge Graph Completion Rui Zhang D. Hristovski Dalton Schutte Andrej Kastrin M. Fiszman H. Kilicoglu 25 4 0 19 Oct 2020
Distributed Representations of Entities in Open-World Knowledge Graphs Lingbing Guo Zhuo Chen Jiaoyan Chen Weiqing Wang Zequn Sun Zhongpo Bo Yin Fang Chenghao Liu Huajun Chen Wei Hu GNN 72 13 0 16 Oct 2020
GMH: A General Multi-hop Reasoning Model for KG Completion Yao Zhang Xu Zhang Adam Jatowt Wenqiang Lei Jun Wang Hongru Liang Zhenglu Yang LRM 55 13 0 15 Oct 2020
MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph Embeddings Kai Wang Yu Liu Qian-Li Ma Quan Z. Sheng 23 0 0 14 Oct 2020
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling Rajat Patel Francis Ferraro 38 1 0 12 Oct 2020
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs Jing Zhang Bo Chen Lingxi Zhang Xirui Ke Haipeng Ding NAI 112 3 0 12 Oct 2020
RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion Hao Huang Guodong Long Tao Shen Jing Jiang Chengqi Zhang 52 10 0 10 Oct 2020
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs Meng Qu Junkun Chen Louis-Pascal Xhonneux Yoshua Bengio Jian Tang NAI LRM AI4CE 112 174 0 08 Oct 2020
Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion Rajarshi Das Ameya Godbole Nicholas Monath Manzil Zaheer Andrew McCallum 45 13 0 07 Oct 2020
Inductive Entity Representations from Text via Link Prediction Daniel Daza Michael Cochez Paul T. Groth 95 113 0 07 Oct 2020
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer X. Chen Muhao Chen Changjun Fan Ankith Uppunda Yizhou Sun C. Zaniolo 86 44 0 07 Oct 2020
Joint Semantics and Data-Driven Path Representation for Knowledge Graph Inference Guanglin Niu Yue Liu Yongfei Zhang Yongpan Sheng C. Shi Jingyang Li Shiliang Pu 55 4 0 06 Oct 2020
Disentangle-based Continual Graph Representation Learning Xiaoyu Kou Yankai Lin Shaobo Liu Peng Li Jie Zhou Yan Zhang CLL 73 32 0 06 Oct 2020
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph Xin Lv Xu Han Lei Hou Juan-Zi Li Zhiyuan Liu Wei Zhang Yichi Zhang Hao Kong Suhui Wu LRM 69 67 0 05 Oct 2020
MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning Lu Zhang Mo Yu Tian Gao Yue Yu LRM AI4CE 43 3 0 05 Oct 2020
Knowledge Graph Embeddings in Geometric Algebras Chengjin Xu M. Nayyeri Yung-Yu Chen Jens Lehmann 108 16 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 116 185 0 01 Oct 2020
Multi-hop Attention Graph Neural Network Guangtao Wang Rex Ying Jing Huang J. Leskovec 82 135 0 29 Sep 2020
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings Dai Quoc Nguyen Thanh Tien Vu T. Nguyen Dinh Q. Phung 144 33 0 26 Sep 2020
AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding Guanglin Niu Yue Liu Yongfei Zhang Shiliang Pu Jingyang Li 84 20 0 25 Sep 2020
Message Passing for Hyper-Relational Knowledge Graphs Mikhail Galkin Priyansh Trivedi Gaurav Maheshwari Ricardo Usbeck Jens Lehmann 175 122 0 22 Sep 2020
A Hybrid Model for Learning Embeddings and Logical Rules Simultaneously from Knowledge Graphs Susheel Suresh Jennifer Neville 112 5 0 22 Sep 2020
Inductive Learning on Commonsense Knowledge Graph Completion Bin Wang Guangtao Wang Jing Huang Jiaxuan You J. Leskovec C.-C. Jay Kuo 77 42 0 19 Sep 2020
Type-augmented Relation Prediction in Knowledge Graphs Zijun Cui Pavan Kapanipathi Kartik Talamadupula Tian Gao Q. Ji 92 41 0 16 Sep 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 66 123 0 16 Sep 2020
MLMLM: Link Prediction with Mean Likelihood Masked Language Model Louis Clouâtre P. Trempe Payel Das Sarath Chandar 114 44 0 15 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 89 28 0 13 Sep 2020
Semantic Relations and Deep Learning Vivi Nastase Stan Szpakowicz GNN 43 0 0 11 Sep 2020
HittER: Hierarchical Transformers for Knowledge Graph Embeddings Sanxing Chen Xiaodong Liu Jianfeng Gao Jian Jiao Ruofei Zhang Yangfeng Ji 91 113 0 28 Aug 2020