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      On Dimensionality Reduction Techniques for Cross-Language Information Retrieval

      Fifth BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2013) (FDIA)

      Future Directions in Information Access (FDIA 2013)

      3 September 2013

      CLIR, IR, dimensionality reduction, non-linear

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          Abstract

          With the advent of the Web, cross–language information retrieval (CLIR) becomes important not only to satisfy the information need across languages but to mine resources for multiple languages e.g. parallel or comparable documents. Broadly CLIR techniques are of two types, in the first case, either queries or documents are translated to the language of comparison while the other type tries to project the vector space representation of the text to a shared translingual space which represents the “semantics” of the documents. In this study, we review the state-of-the-art for CLIR by means of the latter approach and identify the scope for further research.

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          Exploiting MDS Projections for Cross-language IR

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            Author and article information

            Contributors
            Conference
            September 2013
            September 2013
            : 53-55
            Affiliations
            Natural Language Engineering Lab – ELiRF

            Department of Information Systems and Computation

            Universidad Politecnica de Valencia, Spain

            http://www.dsic.upv.es/grupos/nle
            Article
            10.14236/ewic/FDIA2013.13
            © Parth Gupta. Published by BCS Learning and Development Ltd. Fifth BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2013), Granada, Spain

            This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

            Fifth BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2013)
            FDIA
            5
            Granada, Spain
            3 September 2013
            Electronic Workshops in Computing (eWiC)
            Future Directions in Information Access (FDIA 2013)
            Product
            Product Information: 1477-9358BCS Learning & Development
            Self URI (journal page): https://ewic.bcs.org/
            Categories
            Electronic Workshops in Computing

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