4 papers
Are LLMs Ready for TOON? Benchmarking Structural Correctness-Sustainability Trade-offs in Novel Structured Output Formats
Elio Masciari, Vincenzo Moscato, Enea Vincenzo Napolitano +3
Large Language Models (LLMs) are increasingly required to generate structured, machine-readable outputs for downstream systems. While recent benchmarks have focused on evaluating t…
Automating AI Failure Tracking: Semantic Association of Reports in AI Incident Database
Diego Russo, Gian Marco Orlando, Valerio La Gatta +1
Artificial Intelligence (AI) systems are transforming critical sectors such as healthcare, finance, and transportation, enhancing operational efficiency and decision-making process…
Can Generative Agent-Based Modeling Replicate the Friendship Paradox in Social Media Simulations?
Gian Marco Orlando, Valerio La Gatta, Diego Russo +1
Generative Agent-Based Modeling (GABM) is an emerging simulation paradigm that combines the reasoning abilities of Large Language Models with traditional Agent-Based Modeling to re…
Agent-Based Modelling Meets Generative AI in Social Network Simulations
Antonino Ferraro, Antonio Galli, Valerio La Gatta +6
Agent-Based Modelling (ABM) has emerged as an essential tool for simulating social networks, encompassing diverse phenomena such as information dissemination, influence dynamics, a…