Violence perpetrated to their own partner is a social issue that can take place in different forms and in different settings (i.e., in person, online). These different forms of violence can be circumscribed into two broad categories known as Intimate Partner Violence (IPV) and Cyber Intimate Partner Violence (C-IPV). Social Media and technologies can exacerbate these types of behaviors but some “digital footprints”, such as textual conversations, can be exploited by Artificial Intelligence models to detect and, in turn, prevent them. With this aim in mind, in this paper, we describe a scenario in which the Italian Language Model family LLAmAntino can be exploited to explain the presence of toxicity elements in conversations related to teenage relationships and then educate the interlocutor to recognize these elements in the messages received. © 2024 Copyright for this paper by its authors.
Explaining Intimate Partner Violence with LLaMAntino
Basile P.
;de Gemmis M.;Polignano M.;Semeraro G.;Siciliani L.;Tamburrano V.;Barletta V.;Caivano D.;Battista F.;Curci A.;Scardigno R.;Calvano G.;Sorianello P.
2024-01-01
Abstract
Violence perpetrated to their own partner is a social issue that can take place in different forms and in different settings (i.e., in person, online). These different forms of violence can be circumscribed into two broad categories known as Intimate Partner Violence (IPV) and Cyber Intimate Partner Violence (C-IPV). Social Media and technologies can exacerbate these types of behaviors but some “digital footprints”, such as textual conversations, can be exploited by Artificial Intelligence models to detect and, in turn, prevent them. With this aim in mind, in this paper, we describe a scenario in which the Italian Language Model family LLAmAntino can be exploited to explain the presence of toxicity elements in conversations related to teenage relationships and then educate the interlocutor to recognize these elements in the messages received. © 2024 Copyright for this paper by its authors.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
