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Erschienen in:
2007 | OriginalPaper | Buchkapitel
Multilingual Name Disambiguation with Semantic Information
verfasst von : Zornitsa Kozareva, Sonia Vàzquez, Andrés Montoyo
Erschienen in: Text, Speech and Dialogue
Verlag: Springer Berlin Heidelberg
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This paper studies the problem of name ambiguity which concerns the discovery of the different underlying meanings behind a name. We have developed a semantic approach on the basis of which a graph-based clustering algorithm determines the sets of the semantically related sentences that talk about the same name. Our approach is evaluated with the Bulgarian, Romanian, Spanish and English languages for various couples of city, country, person and organization names. The yielded results significantly outperform a majority based classifier and are compared to a bigram co-occurrence approach.