Andrea Bacciu

According to our database, Andrea Bacciu authored at least 18 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods.

Nicola Cecere, Andrea Bacciu, Ignacio Fernández-Tobías, Amin Mantrach

CoRR, February, 2025

The Majority Vote Paradigm Shift: When Popular Meets Optimal.

Antonio Purificato, Maria Sofia Bucarelli, Anil Kumar Nelakanti, Andrea Bacciu, Fabrizio Silvestri, Amin Mantrach

CoRR, February, 2025

Beyond traditional search: bridging retrieval, reasoning, and language barriers in intelligent search systems.

Andrea Bacciu

PhD thesis, 2025

A Reproducible Analysis of Sequential Recommender Systems.

Filippo Betello, Antonio Purificato, Federico Siciliano, Giovanni Trappolini, Andrea Bacciu, Nicola Tonellotto, Fabrizio Silvestri

IEEE Access, 2025

STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing.

Andrea Alfarano, Alberto Alfarano, Linda Friso, Andrea Bacciu, Irene Amerini, Fabrizio Silvestri

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Generating Query Recommendations via LLMs.

Andrea Bacciu, Enrico Palumbo, Andreas Damianou, Nicola Tonellotto, Fabrizio Silvestri

CoRR, 2024

Handling Ontology Gaps in Semantic Parsing.

Andrea Bacciu, Marco Damonte, Marco Basaldella, Emilio Monti

Proceedings of the 13th Joint Conference on Lexical and Computational Semantics, 2024

DanteLLM: Let's Push Italian LLM Research Forward!

Andrea Bacciu, Cesare Campagnano, Giovanni Trappolini, Fabrizio Silvestri

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Renormalized Graph Neural Networks.

Francesco Caso, Giovanni Trappolini, Andrea Bacciu, Pietro Liò, Fabrizio Silvestri

CoRR, 2023

Integrating Item Relevance in Training Loss for Sequential Recommender Systems.

Andrea Bacciu, Federico Siciliano, Nicola Tonellotto, Fabrizio Silvestri

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Fauno: The Italian Large Language Model that will leave you senza parole!

Andrea Bacciu, Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Fabrizio Silvestri

Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

RRAML: Reinforced Retrieval Augmented Machine Learning.

Andrea Bacciu, Florin Cuconasu, Federico Siciliano, Fabrizio Silvestri, Nicola Tonellotto, Giovanni Trappolini

Proceedings of the Discussion Papers, 2023

2022

Study on transfer learning capabilities for pneumonia classification in chest-x-rays images.

Danilo Avola, Andrea Bacciu, Luigi Cinque, Alessio Fagioli, Marco Raoul Marini, Riccardo Taiello

Comput. Methods Programs Biomed., 2022

2021

Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image.

Danilo Avola, Andrea Bacciu, Luigi Cinque, Alessio Fagioli, Marco Raoul Marini, Riccardo Taiello

CoRR, 2021

Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources.

Simone Conia, Andrea Bacciu, Roberto Navigli

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2019

Low-Temperature Storage Improves the Over-Time Stability of Implantable Glucose and Lactate Biosensors.

Giulia Puggioni, Giammario Calia, Paola Arrigo, Andrea Bacciu, Gianfranco Bazzu, Rossana Migheli, Silvia Fancello, Pier Andrea Serra, Gaia Rocchitta

Sensors, 2019

Cross-Domain Authorship Attribution Combining Instance Based and Profile-Based Features.

Andrea Bacciu, Massimo La Morgia, Alessandro Mei, Eugenio Nerio Nemmi, Valerio Neri, Julinda Stefa

Proceedings of the Working Notes of CLEF 2019, 2019

Bot and Gender Detection of Twitter Accounts Using Distortion and LSA.

Andrea Bacciu, Massimo La Morgia, Alessandro Mei, Eugenio Nerio Nemmi, Valerio Neri, Julinda Stefa

Proceedings of the Working Notes of CLEF 2019, 2019