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



