5 citations · 8 across the 7 of their papers we have counts for
7 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…
From Who They Are to How They Act: Behavioral Traits in Generative Agent-Based Models of Social Media
Valerio La Gatta, Gian Marco Orlando, Marco Perillo +2
Generative Agent-Based Modeling (GABM) leverages Large Language Models to create autonomous agents that simulate human behavior in social media environments, demonstrating potentia…
Emergent Coordinated Behaviors in Networked LLM Agents: Modeling the Strategic Dynamics of Information Operations
Gian Marco Orlando, Jinyi Ye, Valerio La Gatta +4
Generative agents are rapidly advancing in sophistication, raising urgent questions about how they might coordinate when deployed in online ecosystems. This is particularly consequ…
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…
Assessing the Potential of Generative Agents in Crowdsourced Fact-Checking
Luigia Costabile, Gian Marco Orlando, Valerio La Gatta +1
The growing spread of online misinformation has created an urgent need for scalable, reliable fact-checking solutions. Crowdsourced fact-checking - where non-experts evaluate claim…
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…