Giovanni Trappolini

41 papers A* 6B 1Misc 1Journal 21Unranked 10
YearRankTypeTitle / Venue / Authors
2026 — ed.
Proceedings of the Workshop on Information Retrieval's Role in RAG Systems (IR-RAG 2025) co-located with the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025), Padova, Italy, July 17, 2025.
IR-RAG@SIGIR
Negar Arabzadeh, Ziheng Chen, Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini
2026 — conf
Redefining Retrieval Evaluation in the Era of LLMs.
EACL (Volume 1: Long Papers)
Giovanni Trappolini, Florin Cuconasu, Simone Filice, Yoelle Maarek, Fabrizio Silvestri
2025 J jnl
A Reproducible Analysis of Sequential Recommender Systems.
IEEE Access
Filippo Betello, Antonio Purificato, Federico Siciliano, Giovanni Trappolini, Andrea Bacciu, Nicola Tonellotto, Fabrizio Silvestri
2025 J jnl
AutoBench: Automating LLM Evaluation through Reciprocal Peer Assessment.
CoRR
Dario Loi, Elena Maria Muià, Federico Siciliano, Giovanni Trappolini, Vincenzo Crisà, Peter Kruger, Fabrizio Silvestri
2025 Misc conf
Eclipse: Contrastive Dimension Importance Estimation with Pseudo-Irrelevance Feedback for Dense Retrieval.
ICTIR
Giulio D'Erasmo, Giovanni Trappolini, Fabrizio Silvestri, Nicola Tonellotto
2025 — conf
Eclipse: Leveraging Pseudo-Irrelevance for Dimension Importance Estimation.
IIR
Giulio D'Erasmo, Giovanni Trappolini, Nicola Tonellotto, Fabrizio Silvestri
2025 A* conf
IR-RAG @SIGIR25: The Second Edition of the Workshop on Information Retrieval's Role in RAG Systems.
SIGIR
Negar Arabzadeh, Ziheng Chen, Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini
2025 J jnl
Quantized Auto Encoder-Based Anomaly Detection for Multivariate Time Series Data in 5G Networks.
IEEE Access
Giovanni Trappolini, Antonio Purificato, Federico Siciliano, Luigi D'Addona, Anna Maria Spagnolo, Domenico Dato, Fabrizio Silvestri
2025 J jnl
Redefining Retrieval Evaluation in the Era of LLMs.
CoRR
Giovanni Trappolini, Florin Cuconasu, Simone Filice, Yoelle Maarek, Fabrizio Silvestri
2025 B conf
Renormalized Graph Representations for Node Classification.
IJCNN
Francesco Caso, Giovanni Trappolini, Andrea Bacciu, Pietro Liò, Fabrizio Silvestri
2024 J jnl
A Reproducible Analysis of Sequential Recommender Systems.
CoRR
Filippo Betello, Antonio Purificato, Federico Siciliano, Giovanni Trappolini, Andrea Bacciu, Nicola Tonellotto, Fabrizio Silvestri
2024 J jnl
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems.
CoRR
Florin Cuconasu, Giovanni Trappolini, Nicola Tonellotto, Fabrizio Silvestri
2024 — conf
DanteLLM: Let's Push Italian LLM Research Forward!
LREC/COLING
Andrea Bacciu, Cesare Campagnano, Giovanni Trappolini, Fabrizio Silvestri
2024 J jnl
ECLIPSE: Contrastive Dimension Importance Estimation with Pseudo-Irrelevance Feedback for Dense Retrieval.
CoRR
Giulio D'Erasmo, Giovanni Trappolini, Nicola Tonellotto, Fabrizio Silvestri
2024 A* conf
IR-RAG @ SIGIR24: Information Retrieval's Role in RAG Systems.
SIGIR
Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini
2024 — ed.
Proceedings of the Workshop Information Retrieval's Role in RAG Systems (IR-RAG 2024) co-located with the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington DC, USA, 07 18, 2024.
IR-RAG@SIGIR
Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini
2024 J jnl
Report on the 1st Workshop on Information Retrieval's Role in RAG Systems (IR-RAG 2024) at SIGIR 2024.
SIGIR Forum
Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini
2024 — conf
Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation.
IIR
Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri
2024 J jnl
Sparse Vicious Attacks on Graph Neural Networks.
IEEE Trans. Artif. Intell.
Giovanni Trappolini, Valentino Maiorca, Silvio Severino, Emanuele Rodolà, Fabrizio Silvestri, Gabriele Tolomei
2024 — conf
TEXT2TASTE: A Versatile Egocentric Vision System for Intelligent Reading Assistance Using Large Language Model.
ICCHP (2)
Wiktor Mucha, Florin Cuconasu, Naome A. Etori, Valia Kalokyri, Giovanni Trappolini
2024 J jnl
TEXT2TASTE: A Versatile Egocentric Vision System for Intelligent Reading Assistance Using Large Language Model.
CoRR
Wiktor Mucha, Florin Cuconasu, Naome A. Etori, Valia Kalokyri, Giovanni Trappolini
2024 — conf
The Impact of Source-Target Node Distance on Vicious Adversarial Attacks in Social Network Recommendation Systems.
IRonGraphs
Federico Albanese, Giovanni Trappolini, Lorenzo Scarlino, Fabrizio Silvestri
2024 A* conf
The Power of Noise: Redefining Retrieval for RAG Systems.
SIGIR
Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri
2024 J jnl
The Power of Noise: Redefining Retrieval for RAG Systems.
CoRR
Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri
2023 J jnl
CycleDRUMS: automatic drum arrangement for bass lines using CycleGAN.
Discov. Artif. Intell.
Giorgio Barnabò, Giovanni Trappolini, Lorenzo Lastilla, Cesare Campagnano, Angela Fan, Fabio Petroni, Fabrizio Silvestri
2023 A* conf
FLIRT: Federated Learning for Information Retrieval.
SIGIR
Fabio Pinelli, Gabriele Tolomei, Giovanni Trappolini
2023 — conf
Fauno: The Italian Large Language Model that will leave you senza parole!
IIR
Andrea Bacciu, Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Fabrizio Silvestri
2023 J jnl
Fauno: The Italian Large Language Model that will leave you senza parole!
CoRR
Andrea Bacciu, Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Fabrizio Silvestri
2023 A* conf
Multimodal Neural Databases.
SIGIR
Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Alon Y. Halevy, Fabrizio Silvestri
2023 J jnl
Multimodal Neural Databases.
CoRR
Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Alon Y. Halevy, Fabrizio Silvestri
2023 — conf
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models.
CogMI
Gabriele Tolomei, Cesare Campagnano, Fabrizio Silvestri, Giovanni Trappolini
2023 J jnl
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models.
CoRR
Gabriele Tolomei, Cesare Campagnano, Fabrizio Silvestri, Giovanni Trappolini
2023 — conf
RRAML: Reinforced Retrieval Augmented Machine Learning.
DP@AI*IA
Andrea Bacciu, Florin Cuconasu, Federico Siciliano, Fabrizio Silvestri, Nicola Tonellotto, Giovanni Trappolini
2023 J jnl
RRAML: Reinforced Retrieval Augmented Machine Learning.
CoRR
Andrea Bacciu, Florin Cuconasu, Federico Siciliano, Fabrizio Silvestri, Nicola Tonellotto, Giovanni Trappolini
2023 J jnl
Renormalized Graph Neural Networks.
CoRR
Francesco Caso, Giovanni Trappolini, Andrea Bacciu, Pietro Liò, Fabrizio Silvestri
2022 J jnl
Sparse Vicious Attacks on Graph Neural Networks.
CoRR
Giovanni Trappolini, Valentino Maiorca, Silvio Severino, Emanuele Rodolà, Fabrizio Silvestri, Gabriele Tolomei
2021 J jnl
CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN.
CoRR
Giorgio Barnabò, Giovanni Trappolini, Lorenzo Lastilla, Cesare Campagnano, Angela Fan, Fabio Petroni, Fabrizio Silvestri
2021 A* conf
Shape Registration in the Time of Transformers.
NeurIPS
Giovanni Trappolini, Luca Cosmo, Luca Moschella, Riccardo Marin, Simone Melzi, Emanuele Rodolà
2021 J jnl
Shape registration in the time of transformers.
CoRR
Giovanni Trappolini, Luca Cosmo, Luca Moschella, Riccardo Marin, Simone Melzi, Emanuele Rodolà
2020 J jnl
The Whole Is Greater Than the Sum of Its Nonrigid Parts.
CoRR
Oshri Halimi, Ido Imanuel, Or Litany, Giovanni Trappolini, Emanuele Rodolà, Leonidas J. Guibas, Ron Kimmel
2020 — conf
Towards Precise Completion of Deformable Shapes.
ECCV (24)
Oshri Halimi, Ido Imanuel, Or Litany, Giovanni Trappolini, Emanuele Rodolà, Leonidas J. Guibas, Ron Kimmel