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Nicola Tonellotto
Nicola Tonellotto
Associate Professor, University of Pisa
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Titel
Zitiert von
Zitiert von
Jahr
Declarative experimentation in information retrieval using PyTerrier
C Macdonald, N Tonellotto
Proceedings of the 2020 ACM SIGIR on International Conference on Theory of …, 2020
1752020
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
1662021
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
1392024
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
1362020
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
1252016
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
1092021
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
1052020
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
1042012
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
1002015
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
952008
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
922013
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
902005
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
892021
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
742016
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
722018
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
682017
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
652021
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
552023
Upper-bound approximations for dynamic pruning
C Macdonald, I Ounis, N Tonellotto
ACM Transactions on Information Systems (TOIS) 29 (4), 1-28, 2011
492011
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
482016
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