Showing cs.SEShow all
3 papers · 1 filter
cs.SE2025
Code-Craft: Hierarchical Graph-Based Code Summarization for Enhanced Context Retrieval
David Sounthiraraj, Jared Hancock, Yassin Kortam +3
Understanding and navigating large-scale codebases remains a significant challenge in software engineering. Existing methods often treat code as flat text or focus primarily on loc…
cs.SE2024
LLM Agents Improve Semantic Code Search
Sarthak Jain, Aditya Dora, Ka Seng Sam +1
Code Search is a key task that many programmers often have to perform while developing solutions to problems. Current methodologies suffer from an inability to perform accurately o…
cs.SE2024
Transforming Software Development: Evaluating the Efficiency and Challenges of GitHub Copilot in Real-World Projects
Ruchika Pandey, Prabhat Singh, Raymond Wei +1
Generative AI technologies promise to transform the product development lifecycle. This study evaluates the efficiency gains, areas for improvement, and emerging challenges of usin…