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Knowledge Graph (KG) alignment is to discover the mappings (i.e., equivalent entities, relations, and others) between two KGs.
LogMap: Logic-based and scalable ontology matching
Ernesto Jiménez-Ruiz and Bernardo Cuenca Grau · 2011
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PARIS: Probabilistic alignment of relations, instances, and schema
Fabian M. Suchanek, Serge Abiteboul, and Pierre Senellart · 2012
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Translating embeddings for modeling multi-relational data
Antoine Bordes, Nicolas Usunier, Alberto García-Durán, Jason Weston, and Oksana Yakhnenko · 2013
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Multilingual knowledge graph embeddings for cross-lingual knowledge alignment
Muhao Chen, Yingtao Tian, Mohan Yang, and Carlo Zaniolo · 2017
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Semi-supervised classification with graph convolutional networks
Thomas N. Kipf and Max Welling · 2017
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Knowledge graph embedding: A survey of approaches and applications
Quan Wang, Zhendong Mao, Bin Wang, and Li Guo · 2017
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Iterative entity alignment via joint knowledge embeddings
Hao Zhu, Ruobing Xie, Zhiyuan Liu, and Maosong Sun · 2017
Cited alongside, same era.
Bootstrapping entity alignment with knowledge graph embedding
Zequn Sun, Wei Hu, Qingheng Zhang, and Yuzhong Qu · 2018
Cited alongside, same era.
Cross-lingual knowledge graph alignment via graph convolutional networks
Zhichun Wang, Qingsong Lv, Xiaohan Lan, and Yu Zhang · 2018
Cited alongside, same era.
Learning to exploit long-term relational dependencies in knowledge graphs
Lingbing Guo, Zequn Sun, and Wei Hu · 2019
Cited alongside, same era.
Unsupervised entity alignment using attribute triples and relation triples
Fuzhen He, Zhixu Li, Yang Qiang, An Liu, Guanfeng Liu, Pengpeng Zhao, Lei Zhao, Min Zhang, and Zhigang Chen · 2019
Cited alongside, same era.
Relation-aware entity alignment for heterogeneous knowledge graphs
Multi-view knowledge graph embedding for entity alignment
Qingheng Zhang, Zequn Sun, Wei Hu, Muhao Chen, Lingbing Guo, and Yuzhong Qu · 2019
Later among the works it cites.
Correcting knowledge base assertions
Jiaoyan Chen, Xi Chen, Ian Horrocks, Erik B. Myklebust, and Ernesto Jimenez-Ruiz · 2020
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Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d’Amato, Gerard de Melo, Claudio Gutierrez, José Emilio Labra Gayo, Sabrina Kirrane, Sebastian Neumaier, Axel Polleres, Roberto Navigli, Axel-Cyrille Ngonga Ngomo, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan Sequeda, Steffen Staab, and Antoine Zimmermann · 2020
Later among the works it cites.
A benchmarking study of embedding-based entity alignment for knowledge graphs
Zequn Sun, Qingheng Zhang, Wei Hu, Chengming Wang, Muhao Chen, Farahnaz Akrami, and Chengkai Li · 2020
Later among the works it cites.
An industry evaluation of embedding-based entity alignment
Ziheng Zhang, Jiaoyan Chen, Xi Chen, Hualuo Liu, Yuejia Xiang, Bo Liu, and Yefeng Zheng · 2020
Later among the works it cites.
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Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Rui Yan, and Dongyan Zhao · 2019
Cited alongside, same era.
Augmenting ontology alignment by semantic embedding and distant supervision
Jiaoyan Chen, Ernesto Jimenez-Ruiz, Ian Horrocks, Denvar Antonyrajah, Ali Hadian, and Jaehun Lee · 2021
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