Automatic multiple choice question (MCQ) generation from a text is a popular research area.
MCQs are widely accepted for large-scale assessment in various domains and applications …

Background Current demand for multiple-choice questions (MCQs) in medical assessment
is greater than the supply. Consequently, an urgency for new item development methods …

Advanced Methods in Automatic Item Generation is an up-to-date survey of the growing
research on automatic item generation (AIG) in today's technology-enhanced educational …

This mini review summarizes the current state of knowledge about automatic item
generation in the context of educational assessment and discusses key points in the item …

Progress tests (PT) are a popular type of longitudinal assessment used for evaluating
clinical knowledge retention and long-life learning in health professions education. Most PTs …

Abstract Automatic Item Generation (AIG) refers to the process of using cognitive models to
generate test items using computer modules. It is a new but rapidly evolving research area …

The purpose of this study was to compare the quality of multiple choice questions (MCQs)
developed using automated item generation (AIG) versus traditional methods, as judged by …

With AI's advancing technology and chatbots becoming more intertwined in our daily lives,
pedagogical challenges are occurring. While chatbots can be used in various disciplines …

Multiple-choice questions (MCQs) are used as instrumental tool for assessment, not only in
various competitive examinations but also in contemporary information and communications …

Issue: Automatic item generation is a method for creating medical items using an automated,
technological solution. Automatic item generation is a contemporary method that can scale …