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Salvatore Trani
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2020 – today
- 2024
- [c20]Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini:
Distilled Neural Networks for Efficient Learning to Rank: (Extended Abstract). ICDE 2024: 5693-5694 - [c19]Guido Rocchietti, Cosimo Rulli, Korbinian Randl, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani, Manos Karvounis, Jakub Janostik:
LongDoc Summarization using Instruction-tuned Large Language Models for Food Safety Regulations. IIR 2024: 33-42 - [i7]Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Early Exit Strategies for Approximate k-NN Search in Dense Retrieval. CoRR abs/2408.04981 (2024) - 2023
- [j6]Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Early Exit Strategies for Learning-to-Rank Cascades. IEEE Access 11: 126691-126704 (2023) - [j5]Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini:
Distilled Neural Networks for Efficient Learning to Rank. IEEE Trans. Knowl. Data Eng. 35(5): 4695-4712 (2023) - [i6]Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini:
Neural Network Compression using Binarization and Few Full-Precision Weights. CoRR abs/2306.08960 (2023) - 2022
- [c18]Veronica Gil-Costa, Fernando Loor, Romina Molina, Franco Maria Nardini, Raffaele Perego, Salvatore Trani:
Ensemble Model Compression for Fast and Energy-Efficient Ranking on FPGAs. ECIR (1) 2022: 260-273 - [c17]Veronica Gil-Costa, Fernando Loor, Romina Molina, Franco Maria Nardini, Raffaele Perego, Salvatore Trani:
Energy-Efficient Ranking on FPGAs through Ensemble Model Compression (Abstract). IIR 2022 - [c16]Emanuele Carlini, Thierry Chevalier, Patrizio Dazzi, Francesco Lettich, Raffaele Perego, Chiara Renso, Salvatore Trani:
A Federated Cloud Solution for Transnational Mobility Data Sharing. SEBD 2022: 586-592 - [c15]Franco Maria Nardini, Salvatore Trani:
A Pragmatic Approach to Neural Information Retrieval. SEBD 2022: iii - [i5]Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini:
Distilled Neural Networks for Efficient Learning to Rank. CoRR abs/2202.10728 (2022) - 2021
- [j4]Romina Molina, Fernando Loor, Veronica Gil-Costa, Franco Maria Nardini, Raffaele Perego, Salvatore Trani:
Efficient traversal of decision tree ensembles with FPGAs. J. Parallel Distributed Comput. 155: 38-49 (2021) - [c14]Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Learning Early Exit Strategies for Additive Ranking Ensembles. SIGIR 2021: 2217-2221 - [i4]Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Learning Early Exit Strategies for Additive Ranking Ensembles. CoRR abs/2105.02568 (2021) - 2020
- [j3]Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani:
RankEval: Evaluation and investigation of ranking models. SoftwareX 12: 100614 (2020) - [c13]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Query-level Early Exit for Additive Learning-to-Rank Ensembles. SIGIR 2020: 2033-2036 - [i3]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Query-level Early Exit for Additive Learning-to-Rank Ensembles. CoRR abs/2004.14641 (2020)
2010 – 2019
- 2018
- [j2]Salvatore Trani, Claudio Lucchese, Raffaele Perego, David E. Losada, Diego Ceccarelli, Salvatore Orlando:
SEL: A unified algorithm for salient entity linking. Comput. Intell. 34(1): 2-29 (2018) - [j1]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani:
X-CLEaVER: Learning Ranking Ensembles by Growing and Pruning Trees. ACM Trans. Intell. Syst. Technol. 9(6): 62:1-62:26 (2018) - [c12]Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Orlando, Salvatore Trani:
Selective Gradient Boosting for Effective Learning to Rank. SIGIR 2018: 155-164 - 2017
- [b1]Salvatore Trani:
Improving the Efficiency and Effectiveness of Document Understanding in Web Search. University of Pisa, Italy, 2017 - [c11]Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Trani:
The Impact of Negative Samples on Learning to Rank. LEARNER@ICTIR 2017 - [c10]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
X-DART: Blending Dropout and Pruning for Efficient Learning to Rank. SIGIR 2017: 1077-1080 - [c9]Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani:
RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions. SIGIR 2017: 1281-1284 - 2016
- [c8]Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
SEL: A Unified Algorithm for Entity Linking and Saliency Detection. DocEng 2016: 85-94 - [c7]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani:
Post-Learning Optimization of Tree Ensembles. IIR 2016 - [c6]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani:
Post-Learning Optimization of Tree Ensembles for Efficient Ranking. SIGIR 2016: 949-952 - 2015
- [c5]Diego Ceccarelli, Alberto De Francesco, Raffaele Perego, Marco Segala, Nicola Tonellotto, Salvatore Trani:
Entity Linking on Philosophical Documents. IIR 2015 - 2014
- [c4]Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
Manual Annotation of Semi-Structured Documents for Entity-Linking. CIKM 2014: 2075-2077 - [c3]Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Dexter 2.0 - an Open Source Tool for Semantically Enriching Data. ISWC (Posters & Demos) 2014: 417-420 - 2013
- [c2]Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Dexter: an open source framework for entity linking. ESAIR 2013: 17-20 - [c1]Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani:
Learning relatedness measures for entity linking. CIKM 2013: 139-148 - [i2]Claudio Lucchese, Raffaele Perego, Salvatore Trani, Makis Atzemoglou, Benoit Baurens, Dimitris Kotzinos:
InGeoCloudS: A Cloud-Based Platform for Sharing Geodata Across Europe. ERCIM News 2013(94) (2013) - 2012
- [i1]Kris Jack, Maurizio Sambati, Fabrizio Silvestri, Salvatore Trani, Rossano Venturini:
Cite-as-you-write. ERCIM News 2012(90) (2012)
Coauthor Index
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