Automatic Cross-Language Retrieval Using Latent Semantic Indexing

Automatic 3-Language Cross-Language Information Retrieval with Latent Semantic Indexing

This paper describes cross-language informationretrieval experiments carried out for TREC-6. Our retrieval method, cross-language latent semantic indexing (CL-LSI), is completely automatic and we were able to use it to create a 3-way EnglishFrench-German IR system. This study extends our previous work in terms of the large size of training and testing corpora, the use of low-quality training da...

Automatic Cross-Language Information Retrieval using Latent Semantic Indexing

We describe a method for fully automated cross-language document retrieval in which no query translation is required. Queries in one language can retrieve documents in other languages (as well as the original language). This is accomplished by a method that automatically constructs a multi-lingual semantic space using Latent Semantic Indexing (LSI). We present strong preliminary test results fo...

Automatic Cross-Linguistic Information Retrieval using Latent Semantic Indexing

Indexing Audio Documents by using Latent Semantic Analysis and SOM

This paper describes an important application for state-of-art automatic speech recognition , natural language processing and information retrieval systems. Methods for enhancing the indexing of spoken documents by using latent semantic analysis and self-organizing maps are presented, motivated and tested. The idea is to extract extra information from the structure of the document collection an...

Cross - lingual Information Retrieval Model based on Bilingual Topic Correlation ⋆

How to construct relationship between bilingual texts is important to effectively processing multi-lingual text data and cross language barriers. Cross-lingual latent semantic indexing (CL-LSI) corpus-based doesnot fully take into account bilingual semantic relationship. The paper proposes a new model building semantic relationship of bilingual parallel document via partial least squares (PLS)....