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IMPACTX: improving model performance by appropriately constraining the training with teacher explanations.

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Title: IMPACTX: improving model performance by appropriately constraining the training with teacher explanations.
Authors: Apicella, Andrea1, andapicella@unisa.it, Giugliano, Salvatore2, salvatore.giugliano@icar.cnr.it, Isgró, Francesco3, francesco.isgro@unina.it, Pollastro, Andrea3, andrea.pollastro@unina.it, Prevete, Roberto3, roberto.prevete@unina.it
Source: Artificial Intelligence Review; Jul2026, Vol. 59 Issue 7, p1-27, 27p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194043150
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PubType: Academic Journal
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  Data: IMPACTX: improving model performance by appropriately constraining the training with teacher explanations.
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  Data: <searchLink fieldCode="AU" term="%22Apicella%2C+Andrea%22">Apicella, Andrea</searchLink><relatesTo>1</relatesTo>, <i>andapicella@unisa.it</i><br /><searchLink fieldCode="AU" term="%22Giugliano%2C+Salvatore%22">Giugliano, Salvatore</searchLink><relatesTo>2</relatesTo>, <i>salvatore.giugliano@icar.cnr.it</i><br /><searchLink fieldCode="AU" term="%22Isgró%2C+Francesco%22">Isgró, Francesco</searchLink><relatesTo>3</relatesTo>, <i>francesco.isgro@unina.it</i><br /><searchLink fieldCode="AU" term="%22Pollastro%2C+Andrea%22">Pollastro, Andrea</searchLink><relatesTo>3</relatesTo>, <i>andrea.pollastro@unina.it</i><br /><searchLink fieldCode="AU" term="%22Prevete%2C+Roberto%22">Prevete, Roberto</searchLink><relatesTo>3</relatesTo>, <i>roberto.prevete@unina.it</i>
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  Data: <searchLink fieldCode="JN" term="%22Artificial+Intelligence+Review%22">Artificial Intelligence Review</searchLink>; Jul2026, Vol. 59 Issue 7, p1-27, 27p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194043150
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      – Type: doi
        Value: 10.1007/s10462-026-11564-z
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      – Code: eng
        Text: English
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        PageCount: 27
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      – TitleFull: IMPACTX: improving model performance by appropriately constraining the training with teacher explanations.
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            NameFull: Apicella, Andrea
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            NameFull: Giugliano, Salvatore
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            NameFull: Isgró, Francesco
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            – D: 01
              M: 07
              Text: Jul2026
              Type: published
              Y: 2026
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              Value: 59
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