2025
COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis
NAACL 2025findings
Code debugging is a vital stage of software development, essential for ensuring the reliability and performance of Large Language Models (LLMs) in the code generation task. Human debugging typically follows a multi-stage process, which includes Bug Localization, Bug Identification, Code Repair, and…