SUVA: A Probabilistic Framework for Auditing LLMs with an Application to Social Preferences.

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Title: SUVA: A Probabilistic Framework for Auditing LLMs with an Application to Social Preferences.
Authors: Leng, Yan1 (AUTHOR) yan.leng@mccombs.utexas.edu, Yuan, Yuan2 (AUTHOR) yuyuan@ucdavis.edu
Source: Information Systems Research (INFORMS). Feb2026, p1. 26p.
Database: Business Source Ultimate
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DbLabel: Business Source Ultimate
An: 191760114
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PubType: Academic Journal
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  Data: SUVA: A Probabilistic Framework for Auditing LLMs with an Application to Social Preferences.
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  Data: <searchLink fieldCode="AR" term="%22Leng%2C+Yan%22">Leng, Yan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> yan.leng@mccombs.utexas.edu</i><br /><searchLink fieldCode="AR" term="%22Yuan%2C+Yuan%22">Yuan, Yuan</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> yuyuan@ucdavis.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Information+Systems+Research+%28INFORMS%29%22">Information Systems Research (INFORMS)</searchLink>. Feb2026, p1. 26p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=bsu&AN=191760114
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1287/isre.2024.0857
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      – Code: eng
        Text: English
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      Pagination:
        PageCount: 26
        StartPage: 1
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      – TitleFull: SUVA: A Probabilistic Framework for Auditing LLMs with an Application to Social Preferences.
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            NameFull: Leng, Yan
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            NameFull: Yuan, Yuan
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            – D: 23
              M: 02
              Text: Feb2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 10477047
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            – TitleFull: Information Systems Research (INFORMS)
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