Modeling Relation Paths for Representation Learning of Knowledge Bases

1 June 2015

Yankai Lin

Maosong Sun

Papers citing "Modeling Relation Paths for Representation Learning of Knowledge Bases"

50 / 168 papers shown

Title
A Benchmark and Comprehensive Survey on Knowledge Graph Entity Alignment via Representation Learning Rui Zhang Bayu Distiawan Trisedy Miao Li Yong-jia Jiang Jianzhong Qi AI4TS 19 70 0 28 Mar 2021
T-GAP: Learning to Walk across Time for Temporal Knowledge Graph Completion Jaehun Jung Jinhong Jung U. Kang 6 14 0 19 Dec 2020
PPKE: Knowledge Representation Learning by Path-based Pre-training Bin He Di Zhou Jing Xie Jinghui Xiao Xin Jiang Qun Liu 19 1 0 07 Dec 2020
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification Juan Li Ruoxu Wang Ningyu Zhang Wen Zhang Fan Yang Huajun Chen VLM 11 39 0 30 Oct 2020
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs Alexander Kalinowski Yuan An AI4TS 8 5 0 26 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 16 34 0 23 Oct 2020
Joint Semantics and Data-Driven Path Representation for Knowledge Graph Inference Guanglin Niu Bo-wen Li Yongfei Zhang Yongpan Sheng C. Shi Jingyang Li Shiliang Pu 6 4 0 06 Oct 2020
AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding Guanglin Niu Bo-wen Li Yongfei Zhang Shiliang Pu Jingyang Li 22 20 0 25 Sep 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 20 114 0 16 Sep 2020
LowFER: Low-rank Bilinear Pooling for Link Prediction Saadullah Amin Stalin Varanasi K. Dunfield G. Neumann 14 40 0 25 Aug 2020
Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources Taolin Zhang Chengyu Wang Minghui Qiu Bite Yang Xiaofeng He Jun Huang 8 4 0 24 Aug 2020
Knowledge Graph Embeddings and Explainable AI Federico Bianchi Gaetano Rossiello Luca Costabello M. Palmonari Pasquale Minervini 35 81 0 30 Apr 2020
TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs Zequn Sun Jiacheng Huang Wei Hu Muhao Chen Lingbing Guo Yuzhong Qu 12 131 0 22 Apr 2020
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction Yanhui Peng Jing Zhang KELM 9 27 0 21 Apr 2020
Faithful Embeddings for Knowledge Base Queries Haitian Sun Andrew O. Arnold Tania Bedrax-Weiss Fernando Pereira William W. Cohen RALM 11 5 0 07 Apr 2020
Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning Gaole He Junyi Li Wayne Xin Zhao Peiju Liu Ji-Rong Wen 19 39 0 28 Mar 2020
Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study F. Akrami Mohammed Samiul Saeef Qingheng Zhang Wei Hu Chengkai Li KELM 16 109 0 18 Mar 2020
Knowledge graph based methods for record linkage Bhaskar Gautam O. R. Terrades Joana Maria Pujades Miquel Valls 6 5 0 06 Mar 2020
Guiding Graph Embeddings using Path-Ranking Methods for Error Detection innoisy Knowledge Graphs K. Bougiatiotis R. Fasoulis F. Aisopos A. Nentidis G. Paliouras 11 4 0 19 Feb 2020
Relation Embedding for Personalised POI Recommendation Xianjing Wang Flora D. Salim Yongli Ren Piotr Koniusz 16 12 0 09 Feb 2020
Mining Commonsense Facts from the Physical World Yanyan Zou Wei Lu Xu Sun 12 1 0 08 Feb 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis Andrea Rossi D. Firmani Antonio Matinata P. Merialdo Denilson Barbosa 20 340 0 03 Feb 2020
Rule-Guided Compositional Representation Learning on Knowledge Graphs Guanglin Niu Yongfei Zhang Bo-wen Li Peng Cui Si Liu Jingyang Li Xiaowei Zhang 11 58 0 20 Nov 2019
Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Lei Chen 22 4 0 17 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
CoKE: Contextualized Knowledge Graph Embedding Quan Wang Pingping Huang Haifeng Wang Songtai Dai Wenbin Jiang Jing Liu Yajuan Lyu Yong Zhu Hua-Hong Wu 19 84 0 06 Nov 2019
A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly? Genet Asefa Gesese Russa Biswas Mehwish Alam Harald Sack 22 81 0 28 Oct 2019
Towards Combinational Relation Linking over Knowledge Graphs Weiguo Zheng Mei Zhang GNN 19 1 0 22 Oct 2019
Learning High-order Structural and Attribute information by Knowledge Graph Attention Networks for Enhancing Knowledge Graph Embedding Wenqiang Liu Hongyun Cai Xu Cheng Sifa Xie Yipeng Yu Hanyu Zhang 19 11 0 09 Oct 2019
Learn to Explain Efficiently via Neural Logic Inductive Learning Yu’an Yang Le Song NAI 21 75 0 06 Oct 2019
TransGCN:Coupling Transformation Assumptions with Graph Convolutional Networks for Link Prediction Ling Cai Bo Yan Gengchen Mai K. Janowicz Rui Zhu GNN 19 75 0 01 Oct 2019
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion Yao Zhu Hongzhi Liu Zhonghai Wu Yang Song Tao Zhang 14 20 0 26 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 17 53 0 25 Sep 2019
Composing Knowledge Graph Embeddings via Word Embeddings Lianbo Ma Peng Sun Zhiwei Lin Hui Wang CoGe 20 10 0 09 Sep 2019
KG-BERT: BERT for Knowledge Graph Completion Liang Yao Chengsheng Mao Yuan Luo SLR 14 576 0 07 Sep 2019
Structured Query Construction via Knowledge Graph Embedding Ruijie Wang Meng Wang Jun Liu Michael Cochez Stefan Decker 17 5 0 06 Sep 2019
Rewarding Coreference Resolvers for Being Consistent with World Knowledge Rahul Aralikatte Heather Lent Ana Valeria González Daniel Hershcovich Chen Qiu Anders Sandholm Michael Ringaard Anders Søgaard 16 16 0 05 Sep 2019
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs Katsuhiko Hayashi Masashi Shimbo 14 3 0 04 Sep 2019
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs Mingyang Chen Wen Zhang Wei Zhang Qiang Chen Huajun Chen KELM 13 185 0 04 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 11 5 0 02 Sep 2019
Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs Yuting Wu Xiao Liu Yansong Feng Zheng Wang Rui Yan Dongyan Zhao 11 335 0 22 Aug 2019
LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules M. Nayyeri Chengjin Xu Jens Lehmann H. S. Yazdi NAI 9 15 0 20 Aug 2019
Distributional Negative Sampling for Knowledge Base Completion Sarthak Dash A. Gliozzo 11 8 0 16 Aug 2019
HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion Prodromos Kolyvakis Alexandros Kalousis D. Kiritsis 9 44 0 14 Aug 2019
Quantifying Similarity between Relations with Fact Distribution Weize Chen Hao Zhu Xu Han Zhiyuan Liu Maosong Sun 8 9 0 21 Jul 2019
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs Deepak Nathani Jatin Chauhan Charu Sharma Manohar Kaul 9 480 0 04 Jun 2019
Relation Embedding with Dihedral Group in Knowledge Graph Canran Xu Ruijiang Li 14 73 0 03 Jun 2019
Neural Consciousness Flow Xiaoran Xu Wei Feng Zhiqing Sun Zhihong Deng GNN AI4CE 27 2 0 30 May 2019
MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs Afshin Sadeghi D. Graux H. S. Yazdi Jens Lehmann 11 15 0 25 May 2019
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs Lingbing Guo Zequn Sun Wei Hu 12 262 0 13 May 2019