| Learning passage impacts for inverted indexes A Mallia, O Khattab, T Suel, N Tonellotto Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 152 | 2021 |
| Declarative experimentation in information retrieval using PyTerrier C Macdonald, N Tonellotto Proceedings of the 2020 ACM SIGIR on International Conference on Theory of …, 2020 | 152 | 2020 |
| Efficient document re-ranking for transformers by precomputing term representations S MacAvaney, FM Nardini, R Perego, N Tonellotto, N Goharian, O Frieder Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 125 | 2020 |
| Fast ranking with additive ensembles of oblivious and non-oblivious regression trees D Dato, C Lucchese, FM Nardini, S Orlando, R Perego, N Tonellotto, ... ACM Transactions on Information Systems (TOIS) 35 (2), 1-31, 2016 | 121 | 2016 |
| Learning to predict response times for online query scheduling C Macdonald, N Tonellotto, I Ounis Proceedings of the 35th international ACM SIGIR conference on Research and …, 2012 | 105 | 2012 |
| Expansion via prediction of importance with contextualization S MacAvaney, FM Nardini, R Perego, N Tonellotto, N Goharian, O Frieder Proceedings of the 43rd International ACM SIGIR conference on research and …, 2020 | 103 | 2020 |
| Quickscorer: A fast algorithm to rank documents with additive ensembles of regression trees C Lucchese, FM Nardini, S Orlando, R Perego, N Tonellotto, R Venturini Proceedings of the 38th International ACM SIGIR Conference on Research and …, 2015 | 96 | 2015 |
| PyTerrier: Declarative experimentation in Python from BM25 to dense retrieval C Macdonald, N Tonellotto, S MacAvaney, I Ounis Proceedings of the 30th acm international conference on information …, 2021 | 94 | 2021 |
| Behavioural skeletons in GCM: autonomic management of grid components M Aldinucci, S Campa, M Danelutto, M Vanneschi, P Kilpatrick, P Dazzi, ... 16th Euromicro Conference on Parallel, Distributed and Network-Based …, 2008 | 94 | 2008 |
| A grid information service based on peer-to-peer D Puppin, S Moncelli, R Baraglia, N Tonellotto, F Silvestri Euro-Par 2005 Parallel Processing: 11th International Euro-Par Conference …, 2005 | 92 | 2005 |
| Efficient and effective retrieval using selective pruning N Tonellotto, C Macdonald, I Ounis Proceedings of the sixth ACM international conference on Web search and data …, 2013 | 91 | 2013 |
| 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 | 84 | 2024 |
| Pseudo-relevance feedback for multiple representation dense retrieval X Wang, C Macdonald, N Tonellotto, I Ounis Proceedings of the 2021 ACM SIGIR International Conference on Theory of …, 2021 | 78 | 2021 |
| Quality versus efficiency in document scoring with learning-to-rank models G Capannini, C Lucchese, FM Nardini, S Orlando, R Perego, N Tonellotto Information Processing & Management 52 (6), 1161-1177, 2016 | 75 | 2016 |
| Efficient query processing for scalable web search N Tonellotto, C Macdonald, I Ounis Foundations and Trends® in Information Retrieval 12 (4-5), 319-500, 2018 | 67 | 2018 |
| Faster BlockMax WAND with variable-sized blocks A Mallia, G Ottaviano, E Porciani, N Tonellotto, R Venturini Proceedings of the 40th international ACM SIGIR conference on research and …, 2017 | 64 | 2017 |
| ColBERT-PRF: Semantic pseudo-relevance feedback for dense passage and document retrieval X Wang, C Macdonald, N Tonellotto, I Ounis ACM Transactions on the Web 17 (1), 1-39, 2023 | 52 | 2023 |
| Neural network quantization in federated learning at the edge N Tonellotto, A Gotta, FM Nardini, D Gadler, F Silvestri Information Sciences 575, 417-436, 2021 | 52 | 2021 |
| Upper-bound approximations for dynamic pruning C Macdonald, I Ounis, N Tonellotto ACM Transactions on Information Systems (TOIS) 29 (4), 1-28, 2011 | 48 | 2011 |
| Exploiting CPU SIMD extensions to speed-up document scoring with tree ensembles C Lucchese, FM Nardini, S Orlando, R Perego, N Tonellotto, R Venturini Proceedings of the 39th International ACM SIGIR conference on Research and …, 2016 | 46 | 2016 |
Raffaele PeregoResearch Director, ISTI-CNRVerified email at isti.cnr.it