190 citations
- Thales (Italy)IT24 papers
- Space (Italy)IT18 papers
- National Institute for AstrophysicsIT14 papers
- University of MilanIT12 papers
- Institute of Plasma PhysicsIT8 papers
- University of California, Santa BarbaraUS7 papers
- University of TriesteIT7 papers
- European Space Research and Technology CentreNL6 papers
- Trieste Astronomical ObservatoryIT6 papers
- University of ManchesterGB6 papers
- VTT Technical Research Centre of FinlandFI6 papers
- European Space Astronomy CentreES5 papers
26 papers
MeMo: Towards Language Models with Associative Memory Mechanisms
Fabio Massimo Zanzotto, Elena Sofia Ruzzetti, Giancarlo A. Xompero +6
Memorization is a fundamental ability of Transformer-based Large Language Models, achieved through learning. In this paper, we propose a paradigm shift by designing an architecture…
Integrating Large Language Models and Knowledge Graphs for Extraction and Validation of Textual Test Data
Antonio De Santis, Marco Balduini, Federico De Santis +4
Aerospace manufacturing companies, such as Thales Alenia Space, design, develop, integrate, verify, and validate products characterized by high complexity and low volume. They care…
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL Translation
Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati +5
Understanding textual description to generate code seems to be an achieved capability of instruction-following Large Language Models (LLMs) in zero-shot scenario. However, there is…
Control problems on infinite horizon subject to time-dependent pure state constraints
Vincenzo Basco
In the last decades, control problems with infinite horizons and discount factors have become increasingly central not only for economics but also for applications in artificial in…
On the first test of the Weak Equivalence Principle in low Earth orbit
Anna M. Nobili, Alberto Anselmi
The Weak Equivalence Principle is the founding pillar of General Relativity and as such it should be verified as precisely as possible. The Microscope experiment tested it in low E…
Lipschitz regularity of controls and inversion mapping for a class of smooth extremization problems
Vincenzo Basco
In the contest of optimal control problems, regularity results for optima are known when addressing fiber-strictly convex Lagrangian. For infinite time horizons, or for settings wi…