Type-Constrained Representation Learning in Knowledge Graphs

11 August 2015

Papers citing "Type-Constrained Representation Learning in Knowledge Graphs"

26 / 26 papers shown

Title
Negative Sampling in Knowledge Graph Representation Learning: A Review Tiroshan Madushanka R. Ichise 57 8 0 29 Feb 2024
How to Turn Your Knowledge Graph Embeddings into Generative Models Lorenzo Loconte Nicola Di Mauro Robert Peharz Antonio Vergari 33 16 0 25 May 2023
LogicRec: Recommendation with Users' Logical Requirements Zhenwei Tang Griffin Floto Armin Toroghi Shichao Pei Xiangliang Zhang Scott Sanner 36 3 0 23 Apr 2023
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction Nicolas Hubert Pierre Monnin Armelle Brun D. Monticolo 29 4 0 01 Mar 2023
Exploiting Global Semantic Similarities in Knowledge Graphs by Relational Prototype Entities Xueliang Wang Jiajun Chen Feng Wu Jie Wang 22 2 0 16 Jun 2022
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion Guanglin Niu Yue Liu Yongfei Zhang Shi Pu 33 43 0 25 Feb 2022
DegreEmbed: incorporating entity embedding into logic rule learning for knowledge graph reasoning Haotian Li Hongri Liu Yao Wang Guodong Xin Yuliang Wei 21 1 0 18 Dec 2021
KGBoost: A Classification-based Knowledge Base Completion Method with Negative Sampling Yun Cheng Wang Xiou Ge Bin Wang C.-C. Jay Kuo 21 10 0 17 Dec 2021
Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge Graphs Medina Andresel T. Tran Csaba Domokos Pasquale Minervini Daria Stepanova 27 1 0 26 Jun 2021
Link Prediction on N-ary Relational Data Based on Relatedness Evaluation Saiping Guan Xiaolong Jin Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 39 27 0 21 Apr 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
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
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
Convolutional Complex Knowledge Graph Embeddings Caglar Demir A. N. Ngomo 27 44 0 07 Aug 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning Tao Shen Yi Mao Pengcheng He Guodong Long Adam Trischler Weizhu Chen 22 63 0 29 Apr 2020
Rule-Guided Compositional Representation Learning on Knowledge Graphs Guanglin Niu Yongfei Zhang Yue Liu Peng Cui Si Liu Jingyang Li Xiaowei Zhang 27 58 0 20 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 30 82 0 28 Oct 2019
Unsupervised Hierarchical Grouping of Knowledge Graph Entities Sameh K. Mohamed OCL 19 6 0 20 Aug 2019
Data-dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion Hitoshi Manabe Katsuhiko Hayashi Masashi Shimbo 16 11 0 25 Aug 2018
KBGAN: Adversarial Learning for Knowledge Graph Embeddings Liwei Cai William Yang Wang GAN 38 276 0 11 Nov 2017
Cross-lingual Entity Alignment via Joint Attribute-Preserving Embedding Zequn Sun Wei Hu Chengkai Li 27 431 0 16 Aug 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 89 2,575 0 05 Jul 2017
Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence Ruobing Xie Zhiyuan Liu Fen Lin Leyu Lin 32 95 0 09 May 2017
STransE: a novel embedding model of entities and relationships in knowledge bases Dat Quoc Nguyen Kairit Sirts Lizhen Qu Mark Johnson 29 181 0 27 Jun 2016
Neighborhood Mixture Model for Knowledge Base Completion Dat Quoc Nguyen Kairit Sirts Lizhen Qu Mark Johnson 35 42 0 21 Jun 2016
Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases Alberto García-Durán Antoine Bordes Nicolas Usunier Yves Grandvalet 18 63 0 02 Jun 2015