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Calculating Wikipedia article similarity using machine translation evaluation metrics
Abstract Calculating the similarity of Wikipedia arCalculating the similarity of Wikipedia articles in different languages is helpful for bilingual dictionary construction and various other research areas. However, standard methods for document similarity calculation are usually very simple. Therefore, we describe an approach of translating one Wikipedia article into the language of the other article, and then calculating article similarity with standard machine translation evaluation metrics. An experiment revealed that our approach is effective for identifying Wikipedia articles in different languages that are covering the same concept.guages that are covering the same concept.
Abstractsub Calculating the similarity of Wikipedia arCalculating the similarity of Wikipedia articles in different languages is helpful for bilingual dictionary construction and various other research areas. However, standard methods for document similarity calculation are usually very simple. Therefore, we describe an approach of translating one Wikipedia article into the language of the other article, and then calculating article similarity with standard machine translation evaluation metrics. An experiment revealed that our approach is effective for identifying Wikipedia articles in different languages that are covering the same concept.guages that are covering the same concept.
Bibtextype inproceedings  +
Doi 10.1109/WAINA.2011.132  +
Has author Maike Erdmann + , Andrew Finch + , Kotaro Nakayama + , Eiichiro Sumita + , Takahiro Hara + , Shojiro Nishio +
Has extra keyword Bilingual dictionary + , Document similarity + , Machine translation evaluations + , Research areas + , Standard machines + , Standard method + , Wikipedia + , Information theory + , Translation +
Has keyword Bilingual dictionary + , Cross-language Document Similarity + , Data mining +
Isbn 9780769543383  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 620–625  +
Published in Proceedings - 25th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2011 +
Title Calculating Wikipedia article similarity using machine translation evaluation metrics +
Type conference paper  +
Year 2011 +
Creation dateThis property is a special property in this wiki. 7 November 2014 19:34:08  +
Categories Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 7 November 2014 19:34:08  +
DateThis property is a special property in this wiki. 2011  +
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