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Jesus-Angel del-Hoyo-Gabaldon

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Open access Jul 2026

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.

Jesus-Angel del-Hoyo-Gabaldon, Antonio Garcia-Cabot, Eva García-López et al. · Applied Sciences · 0 citations