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Giovanni Trappolini
Giovanni Trappolini
Assistant Professor, Sapienza University
Adresse e-mail validée de uniroma1.it - Page d'accueil
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The power of noise: Redefining retrieval for rag systems
F Cuconasu, G Trappolini, F Siciliano, S Filice, C Campagnano, Y Maarek, ...
Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024
1142024
Shape registration in the time of transformers
G Trappolini, L Cosmo, L Moschella, R Marin, S Melzi, E Rodolà
Advances in Neural Information Processing Systems 34, 5731-5744, 2021
672021
Fauno: The Italian Large Language Model that will leave you senza parole!
A Bacciu, G Trappolini, A Santilli, E Rodolà, F Silvestri
https://ceur-ws.org/Vol-3448/paper-24.pdf, 2023
282023
The whole is greater than the sum of its nonrigid parts
O Halimi, I Imanuel, O Litany, G Trappolini, E Rodolà, L Guibas, R Kimmel
arXiv preprint arXiv:2001.09650, 2020
182020
Multimodal Neural Databases
G Trappolini, A Santilli, E Rodolà, A Halevy, F Silvestri
https://dl.acm.org/doi/10.1145/3539618.3591930, 2023
162023
Sparse vicious attacks on graph neural networks
G Trappolini, V Maiorca, S Severino, E Rodola, F Silvestri, G Tolomei
IEEE Transactions on Artificial Intelligence, 2023
112023
Rraml: Reinforced retrieval augmented machine learning
A Bacciu, F Cuconasu, F Siciliano, F Silvestri, N Tonellotto, G Trappolini
https://ceur-ws.org/Vol-3537/paper4.pdf, 2023
112023
DanteLLM: Let’s Push Italian LLM Research Forward!
A Bacciu, C Campagnano, G Trappolini, F Silvestri
Proceedings of the 2024 Joint International Conference on Computational …, 2024
102024
Cycledrums: automatic drum arrangement for bass lines using cyclegan
G Barnabò, G Trappolini, L Lastilla, C Campagnano, A Fan, F Petroni, ...
Discover Artificial Intelligence 3 (1), 4, 2023
102023
Towards precise completion of deformable shapes
O Halimi, I Imanuel, O Litany, G Trappolini, E Rodolà, L Guibas, R Kimmel
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
102020
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models
G Tolomei, C Campagnano, F Silvestri, G Trappolini
https://www.computer.org/csdl/proceedings-article/cogmi/2023/238300a128 …, 2023
92023
IR-RAG@ SIGIR24: Information retrieval's role in RAG systems
F Petroni, F Siciliano, F Silvestri, G Trappolini
Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024
72024
TEXT2TASTE: a versatile egocentric vision system for intelligent reading assistance using large language model
W Mucha, F Cuconasu, NA Etori, V Kalokyri, G Trappolini
International Conference on Computers Helping People with Special Needs, 285-291, 2024
52024
Adaptive Estimation of the Pennes' Bio-Heat Equation-I: Observer Design
A Cristofaro, G Cappellini, E Staffetti, G Trappolini, M Vendittelli
2023 62nd IEEE Conference on Decision and Control (CDC), 1931-1936, 2023
42023
FLIRT: Federated Learning for Information Retrieval
F Pinelli, G Tolomei, G Trappolini
Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023
42023
A Reproducible Analysis of Sequential Recommender Systems
F Betello, A Purificato, F Siciliano, G Trappolini, A Bacciu, N Tonellotto, ...
IEEE Access, 2024
32024
Renormalized Graph Neural Networks
F Caso, G Trappolini, A Bacciu, P Liò, F Silvestri
arXiv preprint arXiv:2306.00707, 2023
32023
Adaptive estimation of the Pennes' Bio-Heat equation-II: a NN-based implementation for real-time applications
G Cappellini, G Trappolini, E Staffetti, A Cristofaro, M Vendittelli
2023 62nd IEEE Conference on Decision and Control (CDC), 5364-5369, 2023
22023
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems
F Cuconasu, G Trappolini, N Tonellotto, F Silvestri
arXiv preprint arXiv:2406.14972, 2024
12024
Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation
F Cuconasu, G Trappolini, F Siciliano, S Filice, C Campagnano, Y Maarek, ...
CEUR WORKSHOP PROCEEDINGS 3802, 95-98, 2024
12024
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