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cs.SE2026
Rethinking Automated Program Repair: The Impact of Bug Complexity, Fault Localization, and LLM Cost-efficiency
Junchi Liu, Ali Bigdeli, Roya Daneshi +3
Background: Software bugs remain a critical challenge in development, necessitating effective Automated Program Repair (APR) techniques. While Large Language Model (LLM)-based APR…
cs.SE2025
Applying Large Language Models to Issue Classification: Revisiting with Extended Data and New Models
Gabriel Aracena, Kyle Luster, Fabio Santos +2
Effective prioritization of issue reports in software engineering helps to optimize resource allocation and information recovery. However, manual issue classification is laborious…
cs.SE2025
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub
Benjamin C. Carter, Jonathan Rivas Contreras, Carlos A. Llanes Villegas +9
New contributors often struggle to find tasks that they can tackle when onboarding onto a new Open Source Software (OSS) project. One reason for this difficulty is that issue track…