Nicola Tonellotto

Orcid: 0000-0002-7427-1001

Affiliations:
  • University of Pisa, Department of Information Engineering, Italy


According to our database1, Nicola Tonellotto authored at least 140 papers between 2003 and 2024.

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Bibliography

2024
FedCMD: A Federated Cross-modal Knowledge Distillation for Drivers' Emotion Recognition.
ACM Trans. Intell. Syst. Technol., June, 2024

Personalized Query Expansion with Contextual Word Embeddings.
ACM Trans. Inf. Syst., March, 2024

A Reproducible Analysis of Sequential Recommender Systems.
CoRR, 2024

A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems.
CoRR, 2024

Graph Neural Re-Ranking via Corpus Graph.
CoRR, 2024

Generating Query Recommendations via LLMs.
CoRR, 2024

Faster Learned Sparse Retrieval with Block-Max Pruning.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

A Reproducibility Study of PLAID.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Dimension Importance Estimation for Dense Information Retrieval.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

The Power of Noise: Redefining Retrieval for RAG Systems.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Efficient Inference of Sub-Item Id-based Sequential Recommendation Models with Millions of Items.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Energy-efficient Orchestration Strategies for Function-as-a-Service Platforms.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

Turning on a DIME: Estimating Dimension Importance for Dense Information Retrieval.
Proceedings of the 14th Italian Information Retrieval Workshop, 2024

Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation.
Proceedings of the 14th Italian Information Retrieval Workshop, 2024

Learning to Rank for Non Independent and Identically Distributed Datasets.
Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval, 2024

Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE.
Proceedings of the Advances in Information Retrieval, 2024

DESIRE-ME: Domain-Enhanced Supervised Information Retrieval Using Mixture-of-Experts.
Proceedings of the Advances in Information Retrieval, 2024

indxr: A Python Library for Indexing File Lines.
Proceedings of the Advances in Information Retrieval, 2024

2023
Report on the 13th Italian Information Retrieval Workshop (IIR 2023).
SIGIR Forum, December, 2023

Artificial intelligence of things at the edge: Scalable and efficient distributed learning for massive scenarios.
Comput. Commun., May, 2023

ColBERT-PRF: Semantic Pseudo-Relevance Feedback for Dense Passage and Document Retrieval.
ACM Trans. Web, February, 2023

A Federated Channel Modeling System using Generative Neural Networks.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Energy-Efficient Resource Management for Real-Time Applications in FaaS Edge Computing Platforms.
Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

Reproducibility, Replicability, and Insights into Dense Multi-Representation Retrieval Models: from ColBERT to Col.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

A Static Pruning Study on Sparse Neural Retrievers.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

A Geometric Framework for Query Performance Prediction in Conversational Search.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023


Integrating Item Relevance in Training Loss for Sequential Recommender Systems.
Proceedings of the 17th ACM Conference on Recommender Systems, 2023

A Spatial Approach to Predict Performance of Conversational Search Systems.
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

Static Pruning for Multi-Representation Dense Retrieval.
Proceedings of the ACM Symposium on Document Engineering 2023, 2023

RRAML: Reinforced Retrieval Augmented Machine Learning.
Proceedings of the Discussion Papers, 2023

2022
Design of Fault-Tolerant Distributed Cyber-Physical Systems for Smart Environments.
IEEE Embed. Syst. Lett., 2022

Caching Historical Embeddings in Conversational Search.
CoRR, 2022

Lecture Notes on Neural Information Retrieval.
CoRR, 2022

Latency-Energy Tradeoffs in Federated Learning on Resource Constrained Edge Computing Systems.
Proceedings of the Short Paper Proceedings of the First International Workshop on Artificial Intelligence in Beyond 5G and 6G Wireless Networks (AI6G 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI2022), 2022

FedTCS: Federated Learning with Time-based Client Selection to Optimize Edge Resources.
Proceedings of the Short Paper Proceedings of the First International Workshop on Artificial Intelligence in Beyond 5G and 6G Wireless Networks (AI6G 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI2022), 2022

Context Propagation in Conversational Search Utterances Participation of the CNR Team in CAsT 2022.
Proceedings of the Thirty-First Text REtrieval Conference, 2022

On the Role of Relevance in Natural Language Processing Tasks.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Faster Learned Sparse Retrieval with Guided Traversal.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

The Istella22 Dataset: Bridging Traditional and Neural Learning to Rank Evaluation.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Improving Conversational Evaluation via a Dependency-Aware Permutation Strategy.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Drivers Stress Identification in Real-World Driving Tasks.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

KafkaFed: Two-Tier Federated Learning Communication Architecture for Internet of Vehicles.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Pseudo-Relevance Feedback in the Era of Dense Retrieval.
Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

A Comprehensive Dataset for Modern Learning to Rank Solutions (Abstract).
Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

A Dependency-Aware Utterances Permutation Strategy to Improve Conversational Evaluation.
Proceedings of the Advances in Information Retrieval, 2022

Adaptive Re-Ranking as an Information-Seeking Agent.
Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

Adaptive Re-Ranking with a Corpus Graph.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Weighting Passages Enhances Accuracy.
ACM Trans. Inf. Syst., 2021

Neural network quantization in federated learning at the edge.
Inf. Sci., 2021

Adaptive utterance rewriting for conversational search.
Inf. Process. Manag., 2021

Finding Context through Utterance Dependencies in Search Conversations - Participation of the CNR Team in CAsT 2021.
Proceedings of the Thirtieth Text REtrieval Conference, 2021

Learning Passage Impacts for Inverted Indexes.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Hierarchical Dependence-aware Evaluation Measures for Conversational Search.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

On Single and Multiple Representations in Dense Passage Retrieval.
Proceedings of the 11th Italian Information Retrieval Workshop 2021, 2021

Pseudo-Relevance Feedback for Multiple Representation Dense Retrieval.
Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

Query Embedding Pruning for Dense Retrieval.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

PyTerrier: Declarative Experimentation in Python from BM25 to Dense Retrieval.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

IR From Bag-of-words to BERT and Beyond through Practical Experiments.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

On Approximate Nearest Neighbour Selection for Multi-Stage Dense Retrieval.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Using an Inverted Index Synopsis for Query Latency and Performance Prediction.
ACM Trans. Inf. Syst., 2020

Topical result caching in web search engines.
Inf. Process. Manag., 2020

The Internet of Ships.
ERCIM News, 2020

Topical Enrichment of Conversational Search Utterances: Participation of the HPCLab-CNR Team in CAsT 2020.
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Topic Propagation in Conversational Search.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Expansion via Prediction of Importance with Contextualization.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Training Curricula for Open Domain Answer Re-Ranking.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Efficient Document Re-Ranking for Transformers by Precomputing Term Representations.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Declarative Experimentation in Information Retrieval using PyTerrier.
Proceedings of the ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, 2020

Leveraging Cloud Infrastructures for Teaching Advanced Computer Engineering Classes - Experiences at the University of Pisa.
Proceedings of the Bridges and Mediation in Higher Distance Education, 2020

2019
Parallel Traversal of Large Ensembles of Decision Trees.
IEEE Trans. Parallel Distributed Syst., 2019

Multiple Query Processing via Logic Function Factoring.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Enhanced News Retrieval: Passages Lead the Way!
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2018
Dataset Popularity Prediction for Caching of CMS Big Data.
J. Grid Comput., 2018

Efficient Query Processing for Scalable Web Search.
Found. Trends Inf. Retr., 2018

Efficient Query Processing Infrastructures: A half-day tutorial at SIGIR 2018.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Performance Analysis of WebRTC-Based Video Streaming Over Power Constrained Platforms.
Proceedings of the IEEE Global Communications Conference, 2018

Efficient Energy Management in Distributed Web Search.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Energy-Efficient Query Processing in Web Search Engines.
IEEE Trans. Knowl. Data Eng., 2017

Faster BlockMax WAND with Variable-sized Blocks.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Efficient & Effective Selective Query Rewriting with Efficiency Predictions.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

QuickScorer: Efficient Traversal of Large Ensembles of Decision Trees.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Popularity-Based Caching of CMS Datasets.
Proceedings of the Parallel Computing is Everywhere, 2017

Recent Advances in Energy Efficient Query Processing.
Proceedings of the 8th Italian Information Retrieval Workshop, 2017

Multicore/Manycore Parallel Traversal of Large Forests of Regression Trees.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

Upper Bound Approximation for BlockMaxWand.
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

2016
Fast Ranking with Additive Ensembles of Oblivious and Non-Oblivious Regression Trees.
ACM Trans. Inf. Syst., 2016

Quality versus efficiency in document scoring with learning-to-rank models.
Inf. Process. Manag., 2016

Fast Traversal of Large Ensembles of Regression Trees.
ERCIM News, 2016

Exploiting Green Energy to Reduce the Operational Costs of Multi-Center Web Search Engines.
Proceedings of the 25th International Conference on World Wide Web, 2016

Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Ranking Documents Effciently with QuickScorer.
Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

Speeding-up Document Scoring with Tree Ensembles using CPU SIMD Extensions.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

GPU-based Parallelization of QuickScorer to Speed-up Document Ranking with Tree Ensembles.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

2015
Queuing Theory-based Latency/Power Tradeoff Models for Replicated Search Engines.
J. Univers. Comput. Sci., 2015

MIDAS: a cloud platform for SOA testing as a service.
Int. J. High Perform. Comput. Netw., 2015

Optimal Space-time Tradeoffs for Inverted Indexes.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

QuickScorer: A Fast Algorithm to Rank Documents with Additive Ensembles of Regression Trees.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Speeding up Document Ranking with Rank-based Features.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Load-sensitive CPU Power Management for Web Search Engines.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Entity Linking on Philosophical Documents.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

A Study on Query Energy Consumption in Web Search Engines.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

QuickRank: a C++ Suite of Learning to Rank Algorithms.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015


LSDS-IR'15: 2015 Workshop on Large-Scale and Distributed Systems for Information Retrieval.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
A self-adapting latency/power tradeoff model for replicated search engines.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Workshop on large-scale and distributed systems for information retrieval (LSDS-IR 2014).
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

A SOA Testing Platform on the Cloud: The MIDAS Experience.
Proceedings of the 2014 International Conference on Intelligent Networking and Collaborative Systems, 2014

2013
Efficient and effective retrieval using selective pruning.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Workshop on large-scale and distributed systems for information retrieval (LSDS-IR 2013).
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Query Processing in Highly-Loaded Search Engines.
Proceedings of the String Processing and Information Retrieval, 2013

Performance Evaluation of SPDY over High Latency Satellite Channels.
Proceedings of the Personal Satellite Services - 5th International ICST Conference, 2013

Hybrid Query Scheduling for a Replicated Search Engine.
Proceedings of the Advances in Information Retrieval, 2013

Load-sensitive selective pruning for distributed search.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Effect of dynamic pruning safety on learning to rank effectiveness.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Learning to predict response times for online query scheduling.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Scheduling queries across replicas.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

On Cloud-Based Multisource Reliable Multicast Transport in Broadband Multimedia Satellite Networks.
Proceedings of the Personal Satellite Services - 4th International ICST Conference, 2012

2011
Upper-bound approximations for dynamic pruning.
ACM Trans. Inf. Syst., 2011

Effect of different docid orderings on dynamic pruning retrieval strategies.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

On Upper Bounds for Dynamic Pruning.
Proceedings of the Advances in Information Retrieval Theory, 2011

Representing Document Lengths with Identifiers.
Proceedings of the Advances in Information Retrieval, 2011

2010
Modeling Stream Communications in Component-based Applications.
Scalable Comput. Pract. Exp., 2010

Efficient Dynamic Pruning with Proximity Support.
Proceedings of the 8th Workshop on Large-Scale Distributed Systems for Information Retrieval, 2010

Using chemical reactions to model service composition.
Proceedings of the Second International Workshop on Self-Organizing Architectures, 2010

Adaptive Instantiation of Service Workflows Using a Chemical Approach.
Proceedings of the Euro-Par 2010 Parallel Processing Workshops, 2010

2008
Component performance modeling and scheduling strategies on grids.
PhD thesis, 2008

A Launch-time Scheduling Heuristics for Parallel Applications on Wide Area Grids.
J. Grid Comput., 2008

QoS-constrained List Scheduling Heuristics for Parallel Applications on Grids.
Proceedings of the 16th Euromicro International Conference on Parallel, 2008

Behavioural Skeletons in GCM: Autonomic Management of Grid Components.
Proceedings of the 16th Euromicro International Conference on Parallel, 2008

2007
A Performance Model for Stream-based Computations.
Proceedings of the 15th Euromicro International Conference on Parallel, 2007

Behavioural Skeletons for Component Autonomic Management on Grids.
Proceedings of the Making Grids Work: Proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, 2007

2006
Design and Implementation of a Grid Network-Aware Resource Broker.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2006

Execution Support of High Performance Heterogeneous Component-Based Applications on the Grid.
Proceedings of the Euro-Par 2006 Workshops: Parallel Processing, 2006

A New Approach on Network Resources Management in Grids.
Proceedings of the Achievements in European Research on Grid Systems: CoreGRID Integration Workshop 2006, 2006

2005
How to Run Scientific Applications over Web Services.
Proceedings of the 34th International Conference on Parallel Processing Workshops (ICPP 2005 Workshops), 2005

A Grid Information Service Based on Peer-to-Peer.
Proceedings of the Euro-Par 2005, Parallel Processing, 11th International Euro-Par Conference, Lisbon, Portugal, August 30, 2005

2004
Using Web Services to Run Distributed Numerical Applications.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2004

HPC Application Execution on Grids.
Proceedings of the Future Generation Grids: Proceedings of the Workshop on Future Generation Grids, 2004

2003
A Tool to Execute ASSIST Applications on Globus-Based Grids.
Proceedings of the Parallel Processing and Applied Mathematics, 2003


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