LLM-SE-Project-Study

An Empirical Study on Usage and Perceptions of LLMs in a Software Engineering Project.

This repository contains all artifacts including AI-generated code, prompts used by the students, and survey results from the study.

Usage

Ensure that you have renamed the paths and names of the repositories in the ms3_clone.sh and ms3_extract.sh scripts to match the names of the actual repos.

Run the ms3_clone.sh script to clone the repositories of the students.

./ ms3_clone.sh

Run the ms3_extract.sh script to extract the tagged code from the repositories of the students.

./ ms3_extract.sh

Citation

Sanka Rasnayaka, Guanlin Wang, Ridwan Shariffdeen, and Ganesh Neelakanta Iyer. 2023. An Empirical Study on Usage and Perceptions of LLMs in a Software Engineering Project. arXiv:2401.16186 [cs.SE]