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Type-Constrained Representation Learning in Knowledge Graphs

11 August 2015

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

40 / 40 papers shown

Title
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Guanglin Niu Bo Li Yangguang Lin LRM 44 0 0 27 Apr 2025
Domain and Range Aware Synthetic Negatives Generation for Knowledge Graph Embedding Models Alberto Bernardi Luca Costabello 103 0 0 22 Nov 2024
Are We Wasting Time? A Fast, Accurate Performance Evaluation Framework for Knowledge Graph Link Predictors Filip Cornell Yifei Jin Jussi Karlgren Sarunas Girdzijauskas 50 0 0 25 Jan 2024
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE Nicolas Hubert Heiko Paulheim Pierre Monnin Armelle Brun D. Monticolo 77 4 0 06 Jun 2023
Sem@ $K$ : Is my knowledge graph embedding model semantic-aware? Nicolas Hubert Pierre Monnin Armelle Brun D. Monticolo 81 9 0 13 Jan 2023
Walk-and-Relate: A Random-Walk-based Algorithm for Representation Learning on Sparse Knowledge Graphs Saurav Manchanda 32 1 0 19 Sep 2022
Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion Zhenwei Tang Shichao Pei Zhao Zhang Yongchun Zhu Fuzhen Zhuang Robert Hoehndorf Xiangliang Zhang 81 34 0 02 May 2022
DegreEmbed: incorporating entity embedding into logic rule learning for knowledge graph reasoning Haotian Li Hongri Liu Yao Wang Guodong Xin Yuliang Wei 53 1 0 18 Dec 2021
Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision Tao Shen Guodong Long Tao Shen Jing Jiang 64 1 0 19 Sep 2021
Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge Graphs Medina Andresel T. Tran Csaba Domokos Pasquale Minervini Daria Stepanova 47 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 71 31 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 77 170 0 15 Mar 2021
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
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
Convolutional Complex Knowledge Graph Embeddings Caglar Demir A. N. Ngomo 71 45 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 84 63 0 29 Apr 2020
TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs Zequn Sun Jiacheng Huang Wei Hu Muhao Chen Lingbing Guo Yuzhong Qu 86 135 0 22 Apr 2020
Rule-Guided Compositional Representation Learning on Knowledge Graphs Guanglin Niu Yongfei Zhang Yue Liu Peng Cui Si Liu Jingyang Li Xiaowei Zhang 66 61 0 20 Nov 2019
Decompressing Knowledge Graph Representations for Link Prediction Xiang Kong Xianyang Chen Eduard H. Hovy AI4CE 42 5 0 11 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 121 82 0 28 Oct 2019
Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets Esma Balkir Masha Naslidnyk Dave Palfrey Arpit Mittal 51 5 0 25 Oct 2019
Unsupervised Hierarchical Grouping of Knowledge Graph Entities Sameh K. Mohamed OCL 37 6 0 20 Aug 2019
Canonicalizing Knowledge Base Literals Jiaoyan Chen Ernesto Jiménez-Ruiz Ian Horrocks 51 9 0 26 Jun 2019
PyTorch-BigGraph: A Large-scale Graph Embedding System Adam Lerer Ledell Yu Wu Jiajun Shen Timothée Lacroix Luca Wehrstedt Abhijit Bose A. Peysakhovich GNN 70 389 0 28 Mar 2019
Interaction Embeddings for Prediction and Explanation in Knowledge Graphs Wen Zhang B. Paudel Wei Zhang Abraham Bernstein Huajun Chen 67 189 0 12 Mar 2019
Knowledge Representation Learning: A Quantitative Review Yankai Lin Xu Han Ruobing Xie Zhiyuan Liu Maosong Sun OffRL 68 55 0 28 Dec 2018
Encoding Implicit Relation Requirements for Relation Extraction: A Joint Inference Approach S. Du Yansong Feng Haochuan Li Liwei Wang Xiyu Zhai 25 10 0 09 Nov 2018
Data-dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion Hitoshi Manabe Katsuhiko Hayashi Masashi Shimbo 41 11 0 25 Aug 2018
Canonical Tensor Decomposition for Knowledge Base Completion Timothée Lacroix Nicolas Usunier G. Obozinski 84 387 0 19 Jun 2018
KBGAN: Adversarial Learning for Knowledge Graph Embeddings Liwei Cai William Yang Wang GAN 96 281 0 11 Nov 2017
Cross-lingual Entity Alignment via Joint Attribute-Preserving Embedding Zequn Sun Wei Hu Chengkai Li 93 441 0 16 Aug 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 213 2,641 0 05 Jul 2017
Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence Ruobing Xie Zhiyuan Liu Fen Lin Leyu Lin 60 98 0 09 May 2017
A survey of embedding models of entities and relationships for knowledge graph completion Dat Quoc Nguyen 108 100 0 23 Mar 2017
Embedding Knowledge Graphs Based on Transitivity and Antisymmetry of Rules Mengya Wang Hankui Zhuo Huiling Zhu 19 5 0 24 Feb 2017
Knowledge Completion for Generics using Guided Tensor Factorization Hanie Sedghi Ashish Sabharwal 347 13 0 12 Dec 2016
STransE: a novel embedding model of entities and relationships in knowledge bases Dat Quoc Nguyen Kairit Sirts Zhuang Li Mark Johnson 73 181 0 27 Jun 2016
Neighborhood Mixture Model for Knowledge Base Completion Dat Quoc Nguyen Kairit Sirts Zhuang Li Mark Johnson 106 42 0 21 Jun 2016
Learning with Memory Embeddings Volker Tresp Cristóbal Esteban Yinchong Yang S. Baier Denis Krompass 64 31 0 25 Nov 2015
Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases Alberto García-Durán Antoine Bordes Nicolas Usunier Yves Grandvalet 86 64 0 02 Jun 2015