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Automatic Cross-Language Retrieval Using Latent Semantic Indexing

Automatic Cross-Language Retrieval Using Latent Semantic Indexing

Automatic Cross-Language Retrieval Using Latent Semantic Indexing

 

Abstract

We describe a method for fully automated cross-language documenret trieval in whichn o queryt ranslation is required. Queriesi n one languagec an retrieve documenitns                    other languages (as well as the original language). This is accomplished by a methodth at automaticallyc onstructs a multilingual semantic space using Latent Semantic                          Indexing (LSI). Strong test results for the cross-languageL SI( CLLSI) methoda re presentedf or a newF rench-Englishco llection. Wea lso provide evidencet hat this                                automaticm ethod performsc omparabltyo a retrieval methodb ased on machine translation (MT-LSIa),n d explores everal practical training methods.B y all available                            measures,C L-LSpI erformsq uite well and is widelya pplicable.

 

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