<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1405-5546</journal-id>
<journal-title><![CDATA[Computación y Sistemas]]></journal-title>
<abbrev-journal-title><![CDATA[Comp. y Sist.]]></abbrev-journal-title>
<issn>1405-5546</issn>
<publisher>
<publisher-name><![CDATA[Instituto Politécnico Nacional, Centro de Investigación en Computación]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1405-55462023000401241</article-id>
<article-id pub-id-type="doi">10.13053/cys-27-4-4790</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Evaluating the Performance of Large Language Models for Spanish Language in Undergraduate Admissions Exams]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Miranda]]></surname>
<given-names><![CDATA[Sabino]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Pichardo-Lagunas]]></surname>
<given-names><![CDATA[Obdulia]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Martínez-Seis]]></surname>
<given-names><![CDATA[Bella]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Baldi]]></surname>
<given-names><![CDATA[Pierre]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Mexico City  ]]></institution>
<addr-line><![CDATA[Mexico City ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Instituto Politécnico Nacional Mexico City ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,University of California  ]]></institution>
<addr-line><![CDATA[Irvine CA]]></addr-line>
<country>USA</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2023</year>
</pub-date>
<volume>27</volume>
<numero>4</numero>
<fpage>1241</fpage>
<lpage>1248</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1405-55462023000401241&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1405-55462023000401241&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1405-55462023000401241&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract: This study evaluates the performance of large language models, specifically GPT-3.5 and BARD (supported by Gemini Pro model), in un-dergraduate admissions exams proposed by the National Polytechnic Institute in Mexico. The exams cover Engineering/Mathematical and Physical Sciences, Biological and Medical Sciences, and Social and Administrative Sciences. Both models demonstrated proficiency, exceeding the minimum acceptance scores for respective academic programs to up to 75% for some academic programs. GPT-3.5 outperformed BARD in Mathematics and Physics, while BARD performed better in History and questions related to factual information. Overall, GPT-3.5 marginally surpassed BARD with scores of 60.94% and 60.42%, respectively.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Large Language Models]]></kwd>
<kwd lng="en"><![CDATA[ChatGPT]]></kwd>
<kwd lng="en"><![CDATA[BARD]]></kwd>
<kwd lng="en"><![CDATA[Undergraduate Admissions Exams]]></kwd>
</kwd-group>
</article-meta>
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<surname><![CDATA[Fuller]]></surname>
<given-names><![CDATA[B.]]></given-names>
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<name>
<surname><![CDATA[Gao]]></surname>
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<surname><![CDATA[Goswami]]></surname>
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<surname><![CDATA[Hosseini]]></surname>
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<name>
<surname><![CDATA[Hou]]></surname>
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<name>
<surname><![CDATA[Inan]]></surname>
<given-names><![CDATA[H.]]></given-names>
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<surname><![CDATA[Kardas]]></surname>
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<surname><![CDATA[Kerkez]]></surname>
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<surname><![CDATA[Koura]]></surname>
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<surname><![CDATA[Lachaux]]></surname>
<given-names><![CDATA[M.-A.]]></given-names>
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<surname><![CDATA[Lavril]]></surname>
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<surname><![CDATA[Mishra]]></surname>
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