Concepedia

Nicola Tonellotto

NT

51

Publications

1.8K

Citations

23

H-Index

2005

Active since

Affiliations

University of Pisa(Current)

Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo"

University of Glasgow

National Research Council

Sapienza University of Rome

Nicola Tonellotto is an author at University of Pisa specializing in engineering, information retrieval, and data science.

Top concepts

EngineeringComputer ScienceData ScienceInformation RetrievalText MiningKnowledge DiscoveryNatural Language ProcessingData MiningMachine LearningCorpus Linguistics

Publications per year

2005–2024

51

Publications

51

Learning Passage Impacts for Inverted Indexes

Antonio Mallia, Omar Khattab, Torsten Suel et al. · 2021 · 142 citations · Full text

Index System, Engineering, Machine Learning +22

The Power of Noise: Redefining Retrieval for RAG Systems

Florin Cuconasu, Giovanni Trappolini, Federico Siciliano et al. · 2024 · 130 citations · Full text

Declarative Experimentation in Information Retrieval using PyTerrier

Craig Macdonald, Nicola Tonellotto · 2020 · 100 citations

Engineering, Machine Learning, Intelligent Information Retrieval +22

Fast Ranking with Additive Ensembles of Oblivious and Non-Oblivious Regression Trees

Domenico Dato, Claudio Lucchese, Franco Maria Nardini et al. · ACM Transactions on Information Systems · 2016 · 86 citations · Full text

Ranking Algorithm, Engineering, Machine Learning +21

PyTerrier: Declarative Experimentation in Python from BM25 to Dense Retrieval

Craig Macdonald, Nicola Tonellotto, Sean MacAvaney et al. · 2021 · 85 citations

Artificial Intelligence, Engineering, Machine Learning +21

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