Intimate Partner Violence refers to the abusive behaviours perpetrated on their own partner. This social issue has witnessed an increase over time, particularly after Covid-19. IPV 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 behaviours, 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, this paper describes 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 CEUR-WS. All rights reserved.
LLaMAntino against Cyber Intimate Partner Violence
Basile P.
;de Gemmis M.;Polignano M.;Semeraro G.;Siciliani L.;Tamburrano V.;Battista F.;Scardigno R.
2024-01-01
Abstract
Intimate Partner Violence refers to the abusive behaviours perpetrated on their own partner. This social issue has witnessed an increase over time, particularly after Covid-19. IPV 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 behaviours, 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, this paper describes 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 CEUR-WS. All rights reserved.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
