This research introduces an intelligent feedback system to help developers locate bugs more efficiently, addressing the 50% of development time spent troubleshooting.

• Bridges the contextual gap between bug reports and actual code
• Goes beyond simple text matching to understand deeper semantic connections
• Improves existing Information Retrieval (IR) techniques with AI-enhanced relevance feedback
• Directly addresses a critical engineering productivity challenge

For engineering teams, this approach promises to significantly reduce debugging time by providing more accurate bug locations with less developer effort.

Improved IR-based Bug Localization with Intelligent Relevance Feedback