AI RESEARCH
SweRank: Software Issue Localization with Code Ranking
arXiv CS.AI
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ArXi:2505.07849v2 Announce Type: replace-cross Software issue localization, the task of identifying the precise code locations (files, classes, or functions) relevant to a natural language issue description (e.g., bug report, feature request), is a critical yet time-consuming aspect of software development. While recent LLM-based agentic approaches nstrate promise, they often incur significant latency and cost due to complex multi-step reasoning and relying on closed-source LLMs.