Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models

Author:

Gregucci Cosimo1ORCID,Nayyeri Mojtaba1ORCID,Hernández Daniel1ORCID,Staab Steffen2ORCID

Affiliation:

1. University of Stuttgart, Germany

2. University of Stuttgart, Germany and University of Southampton, United Kingdom

Funder

DFG - COFFEE

Horizon 2020 Marie Sk?odowska-Curie

BMWi Servicemeister

DFG Excellence Strategy in the Clusters of Excellence IntCDC at the University of Stuttgart

Publisher

ACM

Reference47 articles.

1. Sören Auer , Christian Bizer , Georgi Kobilarov , Jens Lehmann , Richard Cyganiak , and Zachary  G. Ives . 2007. DBpedia: A Nucleus for a Web of Open Data . In ISWC/ASWC(Lecture Notes in Computer Science, Vol. 4825) . Springer , 722–735. Sören Auer, Christian Bizer, Georgi Kobilarov, Jens Lehmann, Richard Cyganiak, and Zachary G. Ives. 2007. DBpedia: A Nucleus for a Web of Open Data. In ISWC/ASWC(Lecture Notes in Computer Science, Vol. 4825). Springer, 722–735.

2. Multi-relational poincaré graph embeddings;Balazevic Ivana;Advances in Neural Information Processing Systems,2019

3. TuckER: Tensor Factorization for Knowledge Graph Completion

4. D. Beckett. 2004. RDF/XML Syntax Specification. W3C TR. D. Beckett. 2004. RDF/XML Syntax Specification. W3C TR.

5. Antoine Bordes , Nicolas Usunier , Alberto Garcia-Duran , Jason Weston , and Oksana Yakhnenko . 2013. Translating embeddings for modeling multi-relational data. Advances in neural information processing systems 26 ( 2013 ), 2787–2795. Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. Advances in neural information processing systems 26 (2013), 2787–2795.

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