Ilaria Bartolini

Reframing sentiment analysis in the LLM Era: a comprehensive review of methods, evaluation, and sustainability

Sentiment analysis has evolved rapidly from lexicon-based pipelines to transformer and large language model centric systems, expanding its role across domains such as finance, healthcare, crisis monitoring, education, and public opinion analysis while exposing persistent challenges in reproducibility, calibration, fa...