We present YAGO3, an extension of the YAGO knowledge base that combines the information from the Wikipedias in multiple languages. Our technique fuses the multilingual information with the English WordNet to build one coherent knowledge base. We make use of the categories, the infoboxes, and Wikidata, and learn the meaning of infobox attributes across languages. We run our method on 10 different languages, and achieve a precision of 95%-100% in the attribute mapping. Our technique enlarges YAGO by 1m new entities and 7m new facts.
Описание
YAGO3: A Knowledge Base from Multilingual Wikipedias - Institut Mines-Télécom
%0 Generic
%1 mahdisoltani2013yago3
%A Mahdisoltani, Farzaneh
%A Biega, Joanna
%A Suchanek, Fabian M.
%D 2013
%K final thema:Convolutional2DKnowledgeGraphEmbeddings
%T YAGO3: A Knowledge Base from Multilingual Wikipedias
%U https://hal-imt.archives-ouvertes.fr/hal-01699874/
%X We present YAGO3, an extension of the YAGO knowledge base that combines the information from the Wikipedias in multiple languages. Our technique fuses the multilingual information with the English WordNet to build one coherent knowledge base. We make use of the categories, the infoboxes, and Wikidata, and learn the meaning of infobox attributes across languages. We run our method on 10 different languages, and achieve a precision of 95%-100% in the attribute mapping. Our technique enlarges YAGO by 1m new entities and 7m new facts.
@misc{mahdisoltani2013yago3,
abstract = {We present YAGO3, an extension of the YAGO knowledge base that combines the information from the Wikipedias in multiple languages. Our technique fuses the multilingual information with the English WordNet to build one coherent knowledge base. We make use of the categories, the infoboxes, and Wikidata, and learn the meaning of infobox attributes across languages. We run our method on 10 different languages, and achieve a precision of 95%-100% in the attribute mapping. Our technique enlarges YAGO by 1m new entities and 7m new facts.},
added-at = {2021-01-17T16:50:15.000+0100},
author = {Mahdisoltani, Farzaneh and Biega, Joanna and Suchanek, Fabian M.},
biburl = {https://www.bibsonomy.org/bibtex/2fd986be98410803be67d1728fc1b2103/peggyschnetter},
description = {YAGO3: A Knowledge Base from Multilingual Wikipedias - Institut Mines-Télécom},
id = {https://hal-imt.archives-ouvertes.fr/hal-01699874, hal-01699874, https://hal-imt.archives-ouvertes.fr/hal-01699874/document},
interhash = {30c2f7faf7723702ac37178a16927b77},
intrahash = {fd986be98410803be67d1728fc1b2103},
keywords = {final thema:Convolutional2DKnowledgeGraphEmbeddings},
timestamp = {2021-01-17T16:50:15.000+0100},
title = {YAGO3: A Knowledge Base from Multilingual Wikipedias},
type = {proceedings},
url = {https://hal-imt.archives-ouvertes.fr/hal-01699874/},
year = 2013
}