Replication Package for "An Exploratory Study on Code Smells Refactoring using Large Language Models"

Replication Package for "An Exploratory Study on Code Smells Refactoring using Large Language Models"

This replication package includes:

"Tables.pdf":All of the tables cited in "An Exploratory Study on Code Smells Refactoring using Large Language Models".

"Prompts.pdf":A description of all the prompts used in the study.

"Prompts" Folder:All the prompts used to elicit LLMs' responses.

"Prompts\PromptFeatureEnvy" contains:

Detection.jsonThe detection-oriented prompt.

Refactoring.jsonFive Refactoring-oriented prompts.

Zero-shot

One-shot

Chain-of-Thought

Rule-based

Context

"Dumps" folder:All the collected data on LLMs' refactoring and detection performances organized by LLM and Code Smell.

"All-Deepseek\CodeSmell_1":All dumps that were produced by DeepSeek refactoring God Class.

"All-Deepseek\CodeSmell_1\LLM-Responses":All DeepSeek's raw responses.

        Code Smells are represented as:

CodeSmell_1: God Class

CodeSmell_2: Long Method

CodeSmell_3: Feature Envy

CodeSmell_4: Refused Bequest