Erica Luciani is a PhD candidate in Data Science at Sapienza University of Rome, where she is a member of the RSTLess research team. Her research addresses the behavior of machine learning models, with a particular focus on generalization, robustness, and the interpretability of their internal mechanisms. She is also engaged in the development of datasets and machine learning methods for the detection of framing bias in news media.