Is singular value decomposition useful for word similarity extraction?

In this paper, we analyze the behaviour of Singular Value Decomposition in a number of word similarity extraction tasks, namely acquisition of translation equivalents from comparable corpora. Special attention is paid to two different aspects: computational efficiency and extraction quality. The mai...

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Detalles Bibliográficos

Publicado en:	Language Resources & Evaluation Vol. 45; no. 2; pp. 95 - 120
Autores principales:	Gamallo, Pablo, Bordag, Stefan
Formato:	Artículo
Publicado:	Springer Nature May2011
Materias:	Singular value decomposition Data mining Vocabulary Translating & interpreting Computational linguistics Experiments Comparative linguistics Corpora
Acceso en línea:	Ver este registro en EBSCOhost