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- Title
A comprehensive review on MCQ generation from text.
- Authors
Madri, Vijaya Raju; Meruva, Sreenivasulu
- Abstract
While to save time, effort, and money by making and generating standard multiple choice questions and generation through text is important and it is the current necessity for all educational institutes like universities, colleges, schools, coaching centers, etc., through online as well as offline. The automatic multiple choice questions generation tools are also useful for all basic and expert users in their subject knowledge field. This paper's aim is to understand the various approaches involved in question generation, key selection, and distractor selection based on current trends, needs. In this paper, the precised methods for MCQs generation in different stages has mentioned, and also the areas for improvement in the quality of generating the automatic multiple choice questions based on the text were also suggested. The learner's or stakeholders understood easily based on the understanding of the techniques of the stages for generation of automatic MCQs selection and generations in various domain applications of an unstructured text.
- Publication
Multimedia Tools & Applications, 2023, Vol 82, Issue 25, p39415
- ISSN
1380-7501
- Publication type
Article
- DOI
10.1007/s11042-023-14768-5