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  • Nigel Fernandez, Alexander Scarlatos, An...
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    Jul 22nd, 2024
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    preprint
    Nigel Fernandez, Alexander Scarlatos, An...
    Jul 22nd, 2024

    Automated teaching assistants and chatbots have significant potential to reduce the workload of human instructors, especially for logistics-related question answering, which is important to students yet repetitive for instructors. However, due to privacy concerns, there is a lack of publicly available datasets. We introduce SyllabusQA, an open-source dataset with 63 real course syllabi covering 36 majors, containing 5,078 open-ended course logistics-related question-answer pairs that are...

  • Hunter McNichols, Wanyong Feng, Jaewook ...
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    Dec 14th, 2023
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    journalArticle
    Hunter McNichols, Wanyong Feng, Jaewook ...
    Dec 14th, 2023

    Multiple-choice questions (MCQs) are ubiquitous in almost all levels of education since they are easy to administer, grade, and are a reliable format in both assessments and practices. An important aspect of MCQs is the distractors, i.e., incorrect options that are designed to target specific misconceptions or insufficient knowledge among students. To date, the task of crafting high-quality distractors has largely remained a labor-intensive process for teachers and learning content...

  • Hunter McNichols, Wanyong Feng, Jaewook ...
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    Jan 11th, 2024
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    preprint
    Hunter McNichols, Wanyong Feng, Jaewook ...
    Jan 11th, 2024

    Multiple-choice questions (MCQs) are ubiquitous in almost all levels of education since they are easy to administer, grade, and are a reliable form of assessment. An important aspect of MCQs is the distractors, i.e., incorrect options that are designed to target specific misconceptions or insufficient knowledge among students. To date, the task of crafting high-quality distractors has largely remained a labor-intensive process for teachers and learning content designers, which has limited...

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