Supplemental Material for Towards Reverse Engineering User Stories from Code: An LLM Based Investigation

The GroundTruth_UserStory_Code folder contains two main directories: Code_Snippets and Reference_Stories. Code_Snippets: This directory includes subfolders organized by NLOC ranges. Each subfolder contains the code snippets used in this study, saved as .cpp files. Reference_Stories: This directory contains CSV files for each NLOC range. Each CSV file includes manually generated user stories corresponding to the code snippets. The Prompts file includes the following types of prompts: Zero-shot Zero-shot-CoT One-shot One-shot -CoT Few-shot Few-shot-CoT Acronyms: NLOC stands for Non Commenting Lines of Code CoT stands for Chain of Though reasoning