<?xml version="1.0" encoding="UTF-8"?><?xml-stylesheet type="text/xsl" href="static/style.xsl"?><OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd"><responseDate>2026-09-14T22:17:12Z</responseDate><request verb="GetRecord" identifier="oai:gredos.usal.es:10366/55732" metadataPrefix="mets">https://gredos.usal.es/oai/request</request><GetRecord><record><header><identifier>oai:gredos.usal.es:10366/55732</identifier><datestamp>2025-06-05T12:40:28Z</datestamp><setSpec>com_10366_4386</setSpec><setSpec>com_10366_4349</setSpec><setSpec>com_10366_3946</setSpec><setSpec>com_10366_3823</setSpec><setSpec>col_10366_4392</setSpec></header><metadata><mets xmlns="http://www.loc.gov/METS/" xmlns:doc="http://www.lyncode.com/xoai" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xlink="http://www.w3.org/1999/xlink" xsi:schemaLocation="http://www.loc.gov/METS/ http://www.loc.gov/standards/mets/mets.xsd" PROFILE="DSpace METS SIP Profile 1.0" TYPE="DSpace ITEM" ID="&#xa;&#x9;&#x9;&#x9;&#x9;DSpace_ITEM_10366-55732" OBJID="&#xa;&#x9;&#x9;&#x9;&#x9;hdl:10366/55732">
<metsHdr CREATEDATE="2026-09-15T00:17:12Z">
<agent TYPE="ORGANIZATION" ROLE="CUSTODIAN">
<name>Gestión del Repositorio Documental de la Universidad de Salamanca</name>
</agent>
</metsHdr>
<dmdSec ID="DMD_10366_55732">
<mdWrap MDTYPE="MODS">
<xmlData xmlns:mods="http://www.loc.gov/mods/v3" xsi:schemaLocation="http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-1.xsd">
<mods:mods xsi:schemaLocation="http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-1.xsd">
<mods:name>
<mods:role>
<mods:roleTerm type="text">author</mods:roleTerm>
</mods:role>
<mods:namePart>Zazo Rodríguez, Ángel Francisco</mods:namePart>
</mods:name>
<mods:name>
<mods:role>
<mods:roleTerm type="text">author</mods:roleTerm>
</mods:role>
<mods:namePart>García de Figuerola Paniagua, Luis Carlos</mods:namePart>
</mods:name>
<mods:name>
<mods:role>
<mods:roleTerm type="text">author</mods:roleTerm>
</mods:role>
<mods:namePart>Alonso Berrocal, José Luis</mods:namePart>
</mods:name>
<mods:extension>
<mods:dateAccessioned encoding="iso8601">2009-01-26</mods:dateAccessioned>
</mods:extension>
<mods:extension>
<mods:dateAvailable encoding="iso8601">2009-10-14T12:04:32Z</mods:dateAvailable>
</mods:extension>
<mods:originInfo>
<mods:dateIssued encoding="iso8601">2007</mods:dateIssued>
</mods:originInfo>
<mods:identifier type="citation">Zazo Rodríguez, A.F., García Figuerola, L.C., Alonso Berrocal, J.L. (2007). REINA at CLEF 2007 Robust Task. En Nardi, A., Peters, C. (Eds.), "Working Notes for the CLEF 2007 Workshop, 19-21 September, Budapest, Hungary". [CD-ROM]</mods:identifier>
<mods:identifier type="uri">http://hdl.handle.net/10366/55732</mods:identifier>
<mods:abstract>This paper describes our work at CLEF 2007 Robust Task. We have participated in the monolingual (English, French and Portuguese) and the bilingual (English to French) subtask. At CLEF 2006 our research group obtained very good results applying local query expansion using windows of terms in the robust task. This year we have used the same expansion technique, but taking into account some criteria of robustness: MAP, GMAP, MMR, GS@10, P@10, number of failed topics, number of topics bellow 0.1 MAP, and number of topics with P@10=0. In bilingual retrieval experiments threemachine translation programs were used to translate topics. For the target language, translations were merged before performing a monolingual retrieval. We also applied the same local expansion technique. This year the results were disappointing. We think out that the reason is the difficulty to select the best measurement for robustness. Perhaps the problem is that all measurements are average results over all topics, but thehard topics are inherently hard and must be analyze separately. This year all our runs also ends up in good ranking, both base runs and expanded ones. We think that the reason is that we used a good information retrieval system, and the expansion technique is robust because it does not deteriorate significantly the retrieval performance.</mods:abstract>
<mods:language>
<mods:languageTerm authority="rfc3066">eng</mods:languageTerm>
</mods:language>
<mods:accessCondition type="useAndReproduction">Attribution-NonCommercial-NoDerivs 3.0 Unported</mods:accessCondition>
<mods:subject>
<mods:topic>Expansión de consulta</mods:topic>
</mods:subject>
<mods:subject>
<mods:topic>Plazo Windows</mods:topic>
</mods:subject>
<mods:subject>
<mods:topic>Tesauros de Asociación</mods:topic>
</mods:subject>
<mods:subject>
<mods:topic>CLIR</mods:topic>
</mods:subject>
<mods:subject>
<mods:topic>Traducción automática</mods:topic>
</mods:subject>
<mods:subject>
<mods:topic>Robust retrieval</mods:topic>
</mods:subject>
<mods:subject>
<mods:topic>Query expansion</mods:topic>
</mods:subject>
<mods:subject>
<mods:topic>Term Windows</mods:topic>
</mods:subject>
<mods:subject>
<mods:topic>Association thesauri</mods:topic>
</mods:subject>
<mods:subject>
<mods:topic>Cross-Language Information Retrieval</mods:topic>
</mods:subject>
<mods:subject>
<mods:topic>Machine translation</mods:topic>
</mods:subject>
<mods:subject>
<mods:topic>Almacenamiento y recuperación de la información</mods:topic>
</mods:subject>
<mods:titleInfo>
<mods:title>REINA at CLEF 2007 Robust Task</mods:title>
</mods:titleInfo>
<mods:genre>info:eu-repo/semantics/article</mods:genre>
</mods:mods>
</xmlData>
</mdWrap>
</dmdSec>
<amdSec ID="TMD_10366_55732">
<rightsMD ID="RIG_10366_55732">
<mdWrap OTHERMDTYPE="DSpaceDepositLicense" MDTYPE="OTHER" MIMETYPE="text/plain">
<binData>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</binData>
</mdWrap>
</rightsMD>
</amdSec>
<amdSec ID="FO_10366_55732_1">
<techMD ID="TECH_O_10366_55732_1">
<mdWrap MDTYPE="PREMIS">
<xmlData xmlns:premis="http://www.loc.gov/standards/premis" xsi:schemaLocation="http://www.loc.gov/standards/premis http://www.loc.gov/standards/premis/PREMIS-v1-0.xsd">
<premis:premis>
<premis:object>
<premis:objectIdentifier>
<premis:objectIdentifierType>URL</premis:objectIdentifierType>
<premis:objectIdentifierValue>https://gredos.usal.es/bitstream/10366/55732/1/DIA_REINA%20at%20CLEF%202007.pdf</premis:objectIdentifierValue>
</premis:objectIdentifier>
<premis:objectCategory>File</premis:objectCategory>
<premis:objectCharacteristics>
<premis:fixity>
<premis:messageDigestAlgorithm>MD5</premis:messageDigestAlgorithm>
<premis:messageDigest>d63fe9446ac61c686b86132daf077077</premis:messageDigest>
</premis:fixity>
<premis:size>109981</premis:size>
<premis:format>
<premis:formatDesignation>
<premis:formatName>application/pdf</premis:formatName>
</premis:formatDesignation>
</premis:format>
</premis:objectCharacteristics>
<premis:originalName>DIA_REINA at CLEF 2007.pdf</premis:originalName>
</premis:object>
</premis:premis>
</xmlData>
</mdWrap>
</techMD>
</amdSec>
<amdSec ID="FT_10366_55732_4">
<techMD ID="TECH_T_10366_55732_4">
<mdWrap MDTYPE="PREMIS">
<xmlData xmlns:premis="http://www.loc.gov/standards/premis" xsi:schemaLocation="http://www.loc.gov/standards/premis http://www.loc.gov/standards/premis/PREMIS-v1-0.xsd">
<premis:premis>
<premis:object>
<premis:objectIdentifier>
<premis:objectIdentifierType>URL</premis:objectIdentifierType>
<premis:objectIdentifierValue>https://gredos.usal.es/bitstream/10366/55732/4/DIA_REINA%20at%20CLEF%202007.pdf.txt</premis:objectIdentifierValue>
</premis:objectIdentifier>
<premis:objectCategory>File</premis:objectCategory>
<premis:objectCharacteristics>
<premis:fixity>
<premis:messageDigestAlgorithm>MD5</premis:messageDigestAlgorithm>
<premis:messageDigest>1296cadd23e93367cca6e3c86dc52e3d</premis:messageDigest>
</premis:fixity>
<premis:size>11781</premis:size>
<premis:format>
<premis:formatDesignation>
<premis:formatName>text/plain</premis:formatName>
</premis:formatDesignation>
</premis:format>
</premis:objectCharacteristics>
<premis:originalName>DIA_REINA at CLEF 2007.pdf.txt</premis:originalName>
</premis:object>
</premis:premis>
</xmlData>
</mdWrap>
</techMD>
</amdSec>
<fileSec>
<fileGrp USE="ORIGINAL">
<file ID="BITSTREAM_ORIGINAL_10366_55732_1" MIMETYPE="application/pdf" SEQ="1" SIZE="109981" CHECKSUM="d63fe9446ac61c686b86132daf077077" CHECKSUMTYPE="MD5" ADMID="FO_10366_55732_1" GROUPID="GROUP_BITSTREAM_10366_55732_1">
<FLocat xlink:type="simple" LOCTYPE="URL" xlink:href="https://gredos.usal.es/bitstream/10366/55732/1/DIA_REINA%20at%20CLEF%202007.pdf"/>
</file>
</fileGrp>
<fileGrp USE="TEXT">
<file ID="BITSTREAM_TEXT_10366_55732_4" MIMETYPE="text/plain" SEQ="4" SIZE="11781" CHECKSUM="1296cadd23e93367cca6e3c86dc52e3d" CHECKSUMTYPE="MD5" ADMID="FT_10366_55732_4" GROUPID="GROUP_BITSTREAM_10366_55732_4">
<FLocat xlink:type="simple" LOCTYPE="URL" xlink:href="https://gredos.usal.es/bitstream/10366/55732/4/DIA_REINA%20at%20CLEF%202007.pdf.txt"/>
</file>
</fileGrp>
</fileSec>
<structMap TYPE="LOGICAL" LABEL="DSpace Object">
<div TYPE="DSpace Object Contents" ADMID="DMD_10366_55732">
<div TYPE="DSpace BITSTREAM">
<fptr FILEID="BITSTREAM_ORIGINAL_10366_55732_1"/>
</div>
</div>
</structMap>
</mets></metadata></record></GetRecord></OAI-PMH>