Federico Belotti

12 papers A* 1Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
How good are LLMs in disambiguating entities in tabular data? A comprehensive study.
Data Knowl. Eng.
Federico Belotti, Marco Cremaschi, Fabio D'Adda, Roberto Avogadro, Matteo Palmonari
2025 — conf
Efficient Uncertainty Estimation for LLM-based Entity Linking in Tabular Data.
OM@ISWC
Carlo Bono, Federico Belotti, Matteo Palmonari
2025 J jnl
Efficient Uncertainty Estimation for LLM-based Entity Linking in Tabular Data.
CoRR
Carlo Bono, Federico Belotti, Matteo Palmonari
2025 J jnl
From Code to Concept: A Semantic Approach to AI Innovation Discovery in Open Source Software Repositories.
IEEE Access
Inna Novalija, Dumitru Roman, Federico Belotti, Vladimir Alexiev, Luis Rei, Roberto Avogadro, Babak Khalilvandian, Boyan Bechev, Catalina Chinie, Iulia Ciurea, Janez Brank, Cosmin Udroiu, Ahmet Soylu, Matteo Palmonari
2025 A* conf
Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups.
EMNLP
Davide Ghilardi, Federico Belotti, Marco Molinari, Tao Ma, Matteo Palmonari
2025 — conf
MammoTab 25: A Large-Scale Dataset for Semantic Table Interpretation - Training, Testing, and Detecting Weaknesses.
ISWC (2)
Marco Cremaschi, Federico Belotti, Jennifer D'Souza, Matteo Palmonari
2024 J jnl
Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups.
CoRR
Davide Ghilardi, Federico Belotti, Marco Molinari
2024 J jnl
Evaluating Language Models on Entity Disambiguation in Tables.
CoRR
Federico Belotti, Fabio D'Adda, Marco Cremaschi, Roberto Avogadro, Riccardo Pozzi, Matteo Palmonari
2024 — conf
The Future of Sustainable Data Preparation.
SEBD
Barbara Pernici, Cinzia Cappiello, Edoardo Ramalli, Matteo Palmonari, Federico Belotti, Flavio De Paoli, Angelo Mozzillo, Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Tiziana Catarci, Matteo Filosa, Marco Angelini, Dario Benvenuti
2020 — conf
UNIMIB @ DIACR-Ita: Aligning Distributional Embeddings with a Compass for Semantic Change Detection in the Italian Language (short paper).
EVALITA
Federico Belotti, Federico Bianchi, Matteo Palmonari
2018 — conf
Recognition of Edible Vegetables and Fruits for Smart Home Appliances.
ICCE-Berlin
Marco Buzzelli, Federico Belotti, Raimondo Schettini
2010 J jnl
Technology adoption and innovation in public services the case of e-government in Italy.
Inf. Econ. Policy
Davide Arduini, Federico Belotti, Mario Denni, Gerolamo Giungato, Antonello Zanfei