Categorization of doctoral theses.
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posted on 2021-09-30, 17:34 authored by Pedro Orgeira-Crespo, Carla Míguez-Álvarez, Miguel Cuevas-Alonso, Elena Rivo-LópezCategorization of doctoral theses.
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training allows identifyinglast 40 yearsdata mining systemsconvolutional neural networkresults showed evidenceresearch lies mainly97 ), discardingwritten documents mustaccessible doctoral thesesdifferent document properties12 ), showingfinding gender biasauthors increased discriminationunconscious gender biasauthors increaseddoctoral thesesunconscious issuesresults supportresearch analyzesdifferent characteristics99 ),90 ),gender biasdoctoral thesisauthor genderleast biasgreater biasvector representationtextual documentstudy corpusspecially referredsignificant numberquite difficultperformed manuallynovel dictionaryleast influenceinnovation providedgreater awarenesseven impossibleetc .)consuming processbig datasetsawareness growsavoid exclusionautomated algorithmacademic texts46 ).07 ).
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