C-Pack-IPAs

C-Pack-IPAs是由里斯本大学理工学院创建的一个公开数据集，包含25个不同的入门编程作业（IPAs）的学生提交程序。数据集涵盖了653个正确的程序、513个语义错误的提交和98个语法错误的提交。创建过程中，学生提交的程序根据预定义的输入输出测试案例被分类为语义正确、语义错误或语法错误。该数据集旨在帮助评估和开发新的语义和语法自动程序修复框架，以辅助初学者编程教育。C-Pack-IPAs is a publicly available dataset developed by the Instituto Superior Técnico of the University of Lisbon. It contains student-submitted programs for 25 distinct introductory programming assignments (IPAs). The dataset includes 653 correct programs, 513 submissions with semantic errors, and 98 submissions with syntax errors. During the dataset's creation, student submissions were categorized into three groups: semantically correct, semantically erroneous, and syntactically erroneous, based on predefined input-output test cases. This dataset is designed to assist in evaluating and developing novel automatic program repair frameworks targeting both semantic and syntactic program errors, to support introductory programming education for novice programmers.

搜集汇总

背景与挑战

背景概述

C-Pack-IPAs是一个C90编程入门作业的学生程序基准测试集，包含语义正确、语义错误和语法错误三类学生提交的程序，所有数据已匿名化处理，适用于学术研究。