Convolutional 2D Knowledge Graph Embeddings

5 July 2017

Tim Dettmers

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 839 papers shown

Title
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion Zhen Han Yunpu Ma Peng Chen Volker Tresp 28 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 29 280 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 25 39 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 27 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 14 14 0 27 Oct 2020
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs Alexander Kalinowski Yuan An AI4TS 24 5 0 26 Oct 2020
Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Lei Chen BDL 27 6 0 24 Oct 2020
FedE: Embedding Knowledge Graphs in Federated Setting Mingyang Chen Wen Zhang Zonggang Yuan Yantao Jia Huajun Chen FedML 22 76 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 23 206 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 120 114 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 23 3 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 46 11 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 22 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 11 0 0 14 Oct 2020
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling Rajat Patel Francis Ferraro 11 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 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
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs Meng Qu Junkun Chen Louis-Pascal Xhonneux Yoshua Bengio Jian Tang NAI LRM AI4CE 11 168 0 08 Oct 2020
Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion Rajarshi Das Ameya Godbole Nicholas Monath Manzil Zaheer Andrew McCallum 23 13 0 07 Oct 2020
Inductive Entity Representations from Text via Link Prediction Daniel Daza Michael Cochez Paul T. Groth 19 109 0 07 Oct 2020
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer X. Chen Muhao Chen Changjun Fan Ankith Uppunda Yizhou Sun C. Zaniolo 21 44 0 07 Oct 2020
Joint Semantics and Data-Driven Path Representation for Knowledge Graph Inference Guanglin Niu Bo Li Yongfei Zhang Yongpan Sheng C. Shi Jingyang Li Shiliang Pu 22 4 0 06 Oct 2020
Disentangle-based Continual Graph Representation Learning Xiaoyu Kou Yankai Lin Shaobo Liu Peng Li Jie Zhou Yan Zhang CLL 15 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 30 63 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 4 3 0 05 Oct 2020
Knowledge Graph Embeddings in Geometric Algebras Chengjin Xu M. Nayyeri Yung-Yu Chen Jens Lehmann 17 16 0 02 Oct 2020
CoLAKE: Contextualized Language and Knowledge Embedding Tianxiang Sun Yunfan Shao Xipeng Qiu Qipeng Guo Yaru Hu Xuanjing Huang Zheng-Wei Zhang KELM 36 181 0 01 Oct 2020
Multi-hop Attention Graph Neural Network Guangtao Wang Rex Ying Jing Huang J. Leskovec 17 131 0 29 Sep 2020
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings Dai Quoc Nguyen Thanh Tien Vu T. Nguyen Dinh Q. Phung 26 32 0 26 Sep 2020
AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding Guanglin Niu Bo Li Yongfei Zhang Shiliang Pu Jingyang Li 27 20 0 25 Sep 2020
Message Passing for Hyper-Relational Knowledge Graphs Mikhail Galkin Priyansh Trivedi Gaurav Maheshwari Ricardo Usbeck Jens Lehmann 38 115 0 22 Sep 2020
A Hybrid Model for Learning Embeddings and Logical Rules Simultaneously from Knowledge Graphs Susheel Suresh Jennifer Neville 12 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 12 41 0 19 Sep 2020
Type-augmented Relation Prediction in Knowledge Graphs Zijun Cui Pavan Kapanipathi Kartik Talamadupula Tian Gao Q. Ji 21 39 0 16 Sep 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 26 114 0 16 Sep 2020
MLMLM: Link Prediction with Mean Likelihood Masked Language Model Louis Clouâtre P. Trempe Amal Zouaq Sarath Chandar 25 43 0 15 Sep 2020
DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning Yushan Zhu Wen Zhang Mingyang Chen Hui Chen Xu-Xin Cheng Wei Zhang Huajun Chen Zhejiang University 22 39 0 13 Sep 2020
Semantic Relations and Deep Learning Vivi Nastase Stan Szpakowicz GNN 25 0 0 11 Sep 2020
HittER: Hierarchical Transformers for Knowledge Graph Embeddings Sanxing Chen Xiaodong Liu Jianfeng Gao Jian Jiao Ruofei Zhang Yangfeng Ji 43 107 0 28 Aug 2020
LowFER: Low-rank Bilinear Pooling for Link Prediction Saadullah Amin Stalin Varanasi K. Dunfield G. Neumann 22 40 0 25 Aug 2020
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries Benjamin Heinzerling Kentaro Inui KELM 26 128 0 20 Aug 2020
Relational Reflection Entity Alignment Xin Mao Wenting Wang Huimin Xu Yuanbin Wu Man Lan 38 131 0 18 Aug 2020
NASE: Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture Search Xiaoyu Kou Bingfeng Luo Huang Hu Yan Zhang 11 7 0 18 Aug 2020
Quaternion Graph Neural Networks Dai Quoc Nguyen T. Nguyen Dinh Q. Phung GNN 30 32 0 12 Aug 2020
DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic Hierarchy H. Lu Hailin Hu Xiaodong Lin 32 24 0 11 Aug 2020
Convolutional Complex Knowledge Graph Embeddings Caglar Demir A. N. Ngomo 27 44 0 07 Aug 2020
A Survey on Graph Neural Networks for Knowledge Graph Completion Siddhant Arora 24 65 0 24 Jul 2020
Time-aware Graph Embedding: A temporal smoothness and task-oriented approach Yonghui Xu Shengjie Sun Yuan Miao Ke Wang Xiaonan Meng Yitao Hu Ke Wang Hengjie Song C. Miao AI4TS 9 22 0 22 Jul 2020