Generative Artificial Intelligence (GAI) text production is crucial to research fields as Data Science (DS) and Network Textual Data Analysis (NTDA), the main purposes of GAI being to simulate human language production, exploiting both Machine Learning (ML) and Large Language Models (LLMs).
However, as pre-trained probabilistic models, LLMs are biased when built on non-perfectly balanced data...
Research on online discourse on marginalized communities has largely concentrated on hate speech, often overlooking the role of self-representation and community-driven narratives. While the damaging effects of hateful rhetoric have been well-documented, less attention has been paid to how targeted groups articulate their identities, assert cultural agency, and construct counter-narratives in...
The rapid rise of social media platforms has created new opportunities to understand public sentiment on complex social issues like migration. Unlike traditional methods, such as structured questionnaires, that have long been used to uncover underlying attitudes, social media offers a rich and evolving source of unstructured text that reflects real-time, spontaneous public opinion.
Surveys...
