Jesus-Angel del-Hoyo-Gabaldon

Test-Free Fault Localization Through Deep Source Code Analysis Using Encoder-Based Language Models

A refined training strategy is presented, leveraging an encoder-based approach, to address two key challenges in FL: (1) the accurate classification of lines of code according to their suspiciousness scores, and (2) the class imbalance inherent in this type of problem.