Generation of Kazakhstan's unified national testing variants using AI: a platform for automatic task creation with expert control

This study examines the use of artificial intelligence for Automatic Item Generation (AIG) in the context of Kazakhstan's Unified National Testing (UNT) and presents a human-in-the-loop platform for scalable, expert-controlled test development. The objective is to evaluate whether large language mod...

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Bibliografische Detailangaben

Hauptverfasser:	Bolatbek Abdrasilov, Talgat Niyazov, Lyazzat Shinetova, Shugyla Altybayeva, Kenzhekul Turalbayeva, David Orlov
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Frontiers Media S.A. 2026-04-01
Schriftenreihe:	Frontiers in Big Data
Schlagworte:	AI AIG automated item generation English Kazakh KazBERT
Online-Zugang:	https://www.frontiersin.org/articles/10.3389/fdata.2026.1772101/full
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