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Method-Level Bug Severity Prediction using Source Code Metrics and LLMs
Ehsan Mashhadi, Hossein Ahmadvand, Hadi Hemmati
In the past couple of decades, significant research efforts are devoted to the prediction of software bugs. However, most existing work in this domain treats all bugs the same, whi…
An Empirical Study on Bug Severity Estimation using Source Code Metrics and Static Analysis
Ehsan Mashhadi, Shaiful Chowdhury, Somayeh Modaberi +2
In the past couple of decades, significant research efforts have been devoted to the prediction of software bugs (i.e., defects). In general, these works leverage a diverse set of…
Applying CodeBERT for Automated Program Repair of Java Simple Bugs
Ehsan Mashhadi, Hadi Hemmati
Software debugging, and program repair are among the most time-consuming and labor-intensive tasks in software engineering that would benefit a lot from automation. In this paper,…