2 papers
cs.CL2025
HealthBranches: Synthesizing Clinically-Grounded Question Answering Datasets via Decision Pathways
Cristian Cosentino, Annamaria Defilippo, Marco Dossena +3
HealthBranches is a novel benchmark dataset for medical Question-Answering (Q&A), specifically designed to evaluate complex reasoning in Large Language Models (LLMs). This dataset…
cs.SI2025
ExDiff: A Framework for Simulating Diffusion Processes on Complex Networks with Explainable AI Integration
Annamaria Defilippo, Ugo Lomoio, Barbara Puccio +2
Understanding and controlling diffusion processes in complex networks is critical across domains ranging from epidemiology to information science. Here, we present ExDiff, an inter…