Cross-lingual semantic relatedness using encyclopedic knowledge
|Cross-lingual semantic relatedness using encyclopedic knowledge|
|Author(s)||Hassan S., Mihalcea R.|
|Published in||EMNLP 2009 - Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: A Meeting of SIGDAT, a Special Interest Group of ACL, Held in Conjunction with ACL-IJCNLP 2009|
|Keyword(s)||Unknown (Extra: Cross-lingual, Encyclopedic knowledge, Language pairs, Multiple languages, Semantic relatedness, Wikipedia, Computational linguistics, Learning algorithms, Semantics, Natural language processing systems)|
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Cross-lingual semantic relatedness using encyclopedic knowledge is a 2009 conference paper written in English by Hassan S., Mihalcea R. and published in EMNLP 2009 - Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: A Meeting of SIGDAT, a Special Interest Group of ACL, Held in Conjunction with ACL-IJCNLP 2009.
In this paper, we address the task of crosslingual semantic relatedness. We introduce a method that relies on the information extracted from Wikipedia, by exploiting the interlanguage links available between Wikipedia versions in multiple languages. Through experiments performed on several language pairs, we show that the method performs well, with a performance comparable to monolingual measures of relatedness.
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