Salvatore Trani

According to our database, Salvatore Trani authored at least 33 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Early Exit Strategies for Approximate k-NN Search in Dense Retrieval.

Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani

CoRR, 2024

LongDoc Summarization using Instruction-tuned Large Language Models for Food Safety Regulations.

Guido Rocchietti, Cosimo Rulli, Korbinian Randl, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani, Manos Karvounis, Jakub Janostik

Proceedings of the 14th Italian Information Retrieval Workshop, 2024

Distilled Neural Networks for Efficient Learning to Rank: (Extended Abstract).

Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Deep Community Detection in Attributed Temporal Graphs: Experimental Evaluation of Current Approaches.

Nelson A. R. A. Passos, Emanuele Carlini, Salvatore Trani

Proceedings of the 3rd GNNet Workshop on Graph Neural Networking Workshop, 2024

Early Exit Strategies for Approximate <i>k</i>-NN Search in Dense Retrieval.

Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Distilled Neural Networks for Efficient Learning to Rank.

Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini

IEEE Trans. Knowl. Data Eng., May, 2023

Neural Network Compression using Binarization and Few Full-Precision Weights.

Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini

CoRR, 2023

Early Exit Strategies for Learning-to-Rank Cascades.

Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani

IEEE Access, 2023

2022

A Pragmatic Approach to Neural Information Retrieval.

Franco Maria Nardini, Salvatore Trani

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

A Federated Cloud Solution for Transnational Mobility Data Sharing.

Emanuele Carlini, Thierry Chevalier, Patrizio Dazzi, Francesco Lettich, Raffaele Perego, Chiara Renso, Salvatore Trani

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Energy-Efficient Ranking on FPGAs through Ensemble Model Compression (Abstract).

Veronica Gil-Costa, Fernando Loor, Romina Molina, Franco Maria Nardini, Raffaele Perego, Salvatore Trani

Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

Ensemble Model Compression for Fast and Energy-Efficient Ranking on FPGAs.

Veronica Gil-Costa, Fernando Loor, Romina Molina, Franco Maria Nardini, Raffaele Perego, Salvatore Trani

Proceedings of the Advances in Information Retrieval, 2022

2021

Efficient traversal of decision tree ensembles with FPGAs.

Romina Molina, Fernando Loor, Veronica Gil-Costa, Franco Maria Nardini, Raffaele Perego, Salvatore Trani

J. Parallel Distributed Comput., 2021

Learning Early Exit Strategies for Additive Ranking Ensembles.

Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2020

RankEval: Evaluation and investigation of ranking models.

Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani

SoftwareX, 2020

Query-level Early Exit for Additive Learning-to-Rank Ensembles.

Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

2018

X-CLEaVER: Learning Ranking Ensembles by Growing and Pruning Trees.

Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani

ACM Trans. Intell. Syst. Technol., 2018

SEL: A unified algorithm for salient entity linking.

Salvatore Trani, Claudio Lucchese, Raffaele Perego, David E. Losada, Diego Ceccarelli, Salvatore Orlando

Comput. Intell., 2018

Selective Gradient Boosting for Effective Learning to Rank.

Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Orlando, Salvatore Trani

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

2017

Improving the Efficiency and Effectiveness of Document Understanding in Web Search.

Salvatore Trani

PhD thesis, 2017

X-DART: Blending Dropout and Pruning for Efficient Learning to Rank.

Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions.

Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

The Impact of Negative Samples on Learning to Rank.

Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Trani

Proceedings of the 1st International Workshop on LEARning Next gEneration Rankers co-located with the 3rd ACM International Conference on the Theory of Information Retrieval (ICTIR 2017), 2017

2016

Post-Learning Optimization of Tree Ensembles for Efficient Ranking.

Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Post-Learning Optimization of Tree Ensembles.

Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani

Proceedings of the 7th Italian Information Retrieval Workshop, 2016

SEL: A Unified Algorithm for Entity Linking and Saliency Detection.

Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego

Proceedings of the 2016 ACM Symposium on Document Engineering, 2016

2015

Entity Linking on Philosophical Documents.

Diego Ceccarelli, Alberto De Francesco, Raffaele Perego, Marco Segala, Nicola Tonellotto, Salvatore Trani

Proceedings of the 6th Italian Information Retrieval Workshop, 2015

2014

Dexter 2.0 - an Open Source Tool for Semantically Enriching Data.

Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani

Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

Manual Annotation of Semi-Structured Documents for Entity-Linking.

Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

InGeoCloudS: A Cloud-Based Platform for Sharing Geodata Across Europe.

Claudio Lucchese, Raffaele Perego, Salvatore Trani, Makis Atzemoglou, Benoit Baurens, Dimitris Kotzinos

ERCIM News, 2013

Dexter: an open source framework for entity linking.

Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani

Proceedings of the ESAIR'13, 2013

Learning relatedness measures for entity linking.

Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Cite-as-you-write.

Kris Jack, Maurizio Sambati, Fabrizio Silvestri, Salvatore Trani, Rossano Venturini

ERCIM News, 2012