PEREGO, RAFFAELE
PEREGO, RAFFAELE
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
ChatGPT versus modest large language models: an extensive study on benefits and drawbacks for conversational search
2025 Rocchietti, G.; Rulli, C.; Nardini, F. M.; Muntean, CRISTINA-IOANA; Perego, R.; Frieder, O.
CoDIME: counterfactual approach for dimension importance estimation through click logs
2025 Faggioli, G.; Ferro, N.; Perego, R.; Tonellotto, N.
Efficient conversational search via topical locality in dense retrieval
2025 Muntean, CRISTINA-IOANA; Nardini, F. M.; Perego, R.; Rocchietti, G.; Rulli, C.
Explainable, effective, and efficient learning-to-rank models using ILMART
2025 Lucchese, C.; Nardini, F. M.; Orlando, S.; Perego, R.; Veneri, A.
PARK: Personalized Academic Retrieval with Knowledge-graphs
2025 Kasela, P.; Pasi, G.; Perego, R.
Power- and fragmentation-aware online scheduling for GPU datacenters
2025 Lettich, F.; Carlini, E.; Nardini, F. M.; Perego, R.; Trani, S.
Caching historical embeddings in conversational search
2024 Frieder, O.; Mele, I.; Muntean, C.; Nardini, F. M.; Perego, R.; Tonellotto, N.
CAMEO: Fostering Joint Conversational Search and Recommendation
2024 Di Noia, T.; Faggioli, G.; Ferrante, M.; Ferro, N.; Narducci, F.; Perego, R.; Santucci, G.
DESIRE-ME: Domain-Enhanced Supervised Information Retrieval Using Mixture-of-Experts
2024 Kasela, P.; Pasi, G.; Perego, R.; Tonellotto, N.
Dimension importance estimation for dense information retrieval
2024 Faggioli, G.; Ferro, N.; Perego, R.; Tonellotto, N.
Early exit strategies for approximate k-NN search in dense retrieval
2024 Busolin, F.; Lucchese, C.; Nardini, F. M.; Orlando, S.; Perego, R.; Trani, S.
Improving RAG systems via sentence clustering and reordering
2024 Alessio, M.; Faggioli, G.; Ferro, N.; Nardini, F. M.; Perego, R.
Learning to rank for non independent and identically distributed datasets
2024 Cecchetti, J.; Tonellotto, N.; Perego, R.
LongDoc summarization using instruction-tuned large language models for food safety regulations
2024 Rocchietti, G.; Rulli, C.; Randl, K.; Muntean, C.; Nardini, F. M.; Perego, R.; Trani, S.; Karvounis, M.; Janostik, J.
MQTT-Chain: an MQTT approach using blockchain and smart contracts to achieve a new Quality of Service level
2024 Agostinho, B. M.; Chessa, S.; Perego, R.; Ribeiro Dantas, M. A.; Sandro Roschildt Pinto, A.
SE-PQA : Personalized community Question Answering
2024 Kasela, P.; Braga, M.; Pasi, G.; Perego, R.
Towards robust expert finding in community question answering platforms
2024 Amendola, M.; Passarella, A.; Perego, R.
A geometric framework for query performance prediction in conversational search
2023 Faggioli, G.; Ferro, N.; Muntean, C.; Perego, R.; Tonellotto, N.
A spatial approach to predict performance of conversational search systems
2023 Faggioli, G; Ferro, N; Muntean, C; Perego, R; Tonellotto, N
Can embeddings analysis explain large language model ranking?
2023 Lucchese, C; Minello, G; Nardini, Fm; Orlando, S; Perego, R; Veneri, A
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| ChatGPT versus modest large language models: an extensive study on benefits and drawbacks for conversational search | 1-gen-2025 | Rocchietti, G.; Rulli, C.; Nardini, F. M.; Muntean, CRISTINA-IOANA; Perego, R.; Frieder, O. | |
| CoDIME: counterfactual approach for dimension importance estimation through click logs | 1-gen-2025 | Faggioli, G.; Ferro, N.; Perego, R.; Tonellotto, N. | |
| Efficient conversational search via topical locality in dense retrieval | 1-gen-2025 | Muntean, CRISTINA-IOANA; Nardini, F. M.; Perego, R.; Rocchietti, G.; Rulli, C. | |
| Explainable, effective, and efficient learning-to-rank models using ILMART | 1-gen-2025 | Lucchese, C.; Nardini, F. M.; Orlando, S.; Perego, R.; Veneri, A. | |
| PARK: Personalized Academic Retrieval with Knowledge-graphs | 1-gen-2025 | Kasela, P.; Pasi, G.; Perego, R. | |
| Power- and fragmentation-aware online scheduling for GPU datacenters | 1-gen-2025 | Lettich, F.; Carlini, E.; Nardini, F. M.; Perego, R.; Trani, S. | |
| Caching historical embeddings in conversational search | 1-gen-2024 | Frieder, O.; Mele, I.; Muntean, C.; Nardini, F. M.; Perego, R.; Tonellotto, N. | |
| CAMEO: Fostering Joint Conversational Search and Recommendation | 1-gen-2024 | Di Noia, T.; Faggioli, G.; Ferrante, M.; Ferro, N.; Narducci, F.; Perego, R.; Santucci, G. | |
| DESIRE-ME: Domain-Enhanced Supervised Information Retrieval Using Mixture-of-Experts | 1-gen-2024 | Kasela, P.; Pasi, G.; Perego, R.; Tonellotto, N. | |
| Dimension importance estimation for dense information retrieval | 1-gen-2024 | Faggioli, G.; Ferro, N.; Perego, R.; Tonellotto, N. | |
| Early exit strategies for approximate k-NN search in dense retrieval | 1-gen-2024 | Busolin, F.; Lucchese, C.; Nardini, F. M.; Orlando, S.; Perego, R.; Trani, S. | |
| Improving RAG systems via sentence clustering and reordering | 1-gen-2024 | Alessio, M.; Faggioli, G.; Ferro, N.; Nardini, F. M.; Perego, R. | |
| Learning to rank for non independent and identically distributed datasets | 1-gen-2024 | Cecchetti, J.; Tonellotto, N.; Perego, R. | |
| LongDoc summarization using instruction-tuned large language models for food safety regulations | 1-gen-2024 | Rocchietti, G.; Rulli, C.; Randl, K.; Muntean, C.; Nardini, F. M.; Perego, R.; Trani, S.; Karvounis, M.; Janostik, J. | |
| MQTT-Chain: an MQTT approach using blockchain and smart contracts to achieve a new Quality of Service level | 1-gen-2024 | Agostinho, B. M.; Chessa, S.; Perego, R.; Ribeiro Dantas, M. A.; Sandro Roschildt Pinto, A. | |
| SE-PQA : Personalized community Question Answering | 1-gen-2024 | Kasela, P.; Braga, M.; Pasi, G.; Perego, R. | |
| Towards robust expert finding in community question answering platforms | 1-gen-2024 | Amendola, M.; Passarella, A.; Perego, R. | |
| A geometric framework for query performance prediction in conversational search | 1-gen-2023 | Faggioli, G.; Ferro, N.; Muntean, C.; Perego, R.; Tonellotto, N. | |
| A spatial approach to predict performance of conversational search systems | 1-gen-2023 | Faggioli, G; Ferro, N; Muntean, C; Perego, R; Tonellotto, N | |
| Can embeddings analysis explain large language model ranking? | 1-gen-2023 | Lucchese, C; Minello, G; Nardini, Fm; Orlando, S; Perego, R; Veneri, A |