iii) The methodology involves automated extraction of interactive SWE tasks from GitHub repositories, environment configuration, installation verification, and automated task quality assessment using LLMs fine-tuned on SWE-bench data. iv) SWE-rebench provides a public dataset of over 21,000 interactive...