• Title/Summary/Keyword: Fill-in-the-blank with Choices

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Automatic Generation of Multiple-Choice Questions Based on Statistical Language Model (통계 언어모델 기반 객관식 빈칸 채우기 문제 생성)

  • Park, Youngki
    • Journal of The Korean Association of Information Education
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    • v.20 no.2
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    • pp.197-206
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    • 2016
  • A fill-in-the-blank with choices are widely used in classrooms in order to check whether students' understand what is being taught. Although there have been proposed many algorithms for generating this type of questions, most of them focus on preparing sentences with blanks rather than generating multiple choices. In this paper, we propose a novel algorithm for generating multiple choices, given a sentence with a blank. Because the algorithm is based on a statistical language model, we can generate relatively unbiased result and adjust the level of difficulty with ease. The experimental results show that our approach automatically produces similar multiple-choices to those of the exam writers.