Is a prompt and a few samples all you need? Using GPT-4 for data augmentation in low-resource classification tasks. - Anders Giovanni Møller; Jacob Aarup Dalsgaard; Arianna Pera; Luca Maria Aiello (CoRR, 2023)

Measuring Behavior Change with Observational Studies: a Review. - Arianna Pera; Gianmarco De Francisci Morales; Luca Maria Aiello (CoRR, 2023)

The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks. - Anders Giovanni Møller; Arianna Pera; Jacob Aarup Dalsgaard; Luca Maria Aiello (EACL (2), 2024)

Narratives of Collective Action in YouTube's Discourse on Veganism. - Arianna Pera; Luca Maria Aiello (ICWSM, 2024)

Shifting Climates: Climate Change Communication from YouTube to TikTok. - Arianna Pera; Luca Maria Aiello (WebSci, 2024)

Finding Hidden Swing Voters in the 2022 Italian Elections Twitter Discourse. - Alessia Antelmi; Lucio La Cava; Arianna Pera (CoRR, 2024)

Extracting Participation in Collective Action from Social Media. - Arianna Pera; Luca Maria Aiello (ICWSM, 2025)

Characterizing swing voters in online social media: the case of the 2022 Italian elections. - Alessia Antelmi; Lucio La Cava; Arianna Pera (Soc. Netw. Anal. Min., 2025)