Feb. 13, 2024, 5:48 a.m. | Nischal Ashok Kumar Andrew Lan

cs.CL updates on arXiv.org arxiv.org

In computer science education, test cases are an integral part of programming assignments since they can be used as assessment items to test students' programming knowledge and provide personalized feedback on student-written code. The goal of our work is to propose a fully automated approach for test case generation that can accurately measure student knowledge, which is important for two reasons. First, manually constructing test cases requires expert knowledge and is a labor-intensive process. Second, developing test cases for students, …

assessment automated case cases code computer computer science cs.cl cs.se education feedback integral knowledge language language models large language large language models part personalized programming science students test test case work

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