Franco Maria Nardini

195 papers A* 30A 11B 8C 7Misc 4Journal 77Unranked 48
YearRankTypeTitle / Venue / Authors
2026 — conf
Evaluating the Efficiency and Effectiveness of Learned Sparse Retrieval with the lsr_benchmark.
ECIR (4)
Maik Fröbe, Ferdinand Schlatt, Cosimo Rulli, Tim Hagen, Jan Heinrich Merker, Gijs Hendriksen, Carlos Lassance, Franco Maria Nardini, Rossano Venturini, Martin Potthast
2026 — conf
Forward Index Compression for Learned Sparse Retrieval.
ECIR (2)
Sebastian Bruch, Martino Fontana, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2026 J jnl
Forward Index Compression for Learned Sparse Retrieval.
CoRR
Sebastian Bruch, Martino Fontana, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2026 — conf
Multivector Reranking in the Era of Strong First-Stage Retrievers.
ECIR (3)
Silvio Martinico, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2026 J jnl
Multivector Reranking in the Era of Strong First-Stage Retrievers.
CoRR
Silvio Martinico, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2026 J jnl
Sparton: Fast and Memory-Efficient Triton Kernel for Learned Sparse Retrieval.
CoRR
Thong Nguyen, Cosimo Rulli, Franco Maria Nardini, Rossano Venturini, Andrew Yates
2025 — conf
A Dataset for Joint Conversational Search and Recommendation.
IIR
Marco Alessio, Simone Merlo, Tommaso Di Noia, Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Cristina Ioana Muntean, Franco Maria Nardini, Fedelucio Narducci, Raffaele Perego, Giuseppe Santucci, Nicola Viterbo
2025 — ed.
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part I
ECIR (1)
Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025 — ed.
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part II
ECIR (2)
Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025 — ed.
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part III
ECIR (3)
Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025 — ed.
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part IV
ECIR (4)
Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025 — ed.
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V
ECIR (5)
Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025 J jnl
Blending Learning to Rank and Dense Representations for Efficient and Effective Cascades.
CoRR
Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Salvatore Trani
2025 J jnl
ChatGPT Versus Modest Large Language Models: An Extensive Study on Benefits and Drawbacks for Conversational Search.
IEEE Access
Guido Rocchietti, Cosimo Rulli, Franco Maria Nardini, Cristina Ioana Muntean, Raffaele Perego, Ophir Frieder
2025 A* conf
CoSRec: A Joint Conversational Search and Recommendation Dataset.
SIGIR
Marco Alessio, Simone Merlo, Tommaso Di Noia, Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Cristina Ioana Muntean, Franco Maria Nardini, Fedelucio Narducci, Raffaele Perego, Giuseppe Santucci, Nicola Viterbo
2025 J jnl
Early-Exit Graph Neural Networks.
CoRR
Andrea Giuseppe Di Francesco, Maria Sofia Bucarelli, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Fabrizio Silvestri
2025 A* conf
Effective Inference-Free Retrieval for Learned Sparse Representations.
SIGIR
Franco Maria Nardini, Thong Nguyen, Cosimo Rulli, Rossano Venturini, Andrew Yates
2025 J jnl
Effective Inference-Free Retrieval for Learned Sparse Representations.
CoRR
Franco Maria Nardini, Thong Nguyen, Cosimo Rulli, Rossano Venturini, Andrew Yates
2025 A* conf
Efficient Approximate Nearest Neighbor Search on a Raspberry Pi.
SIGIR
Silvio Martinico, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2025 A* conf
Efficient Conversational Search via Topical Locality in Dense Retrieval.
SIGIR
Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Guido Rocchietti, Cosimo Rulli
2025 J jnl
Efficient Conversational Search via Topical Locality in Dense Retrieval.
CoRR
Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Guido Rocchietti, Cosimo Rulli
2025 A* conf
Efficient Re-ranking with Cross-encoders via Early Exit.
SIGIR
Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani, Alberto Veneri
2025 J jnl
Efficient Sketching and Nearest Neighbor Search Algorithms for Sparse Vector Sets.
CoRR
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2025 J jnl
Exact Nearest-Neighbor Search on Energy-Efficient FPGA Devices.
CoRR
Patrizio Dazzi, William Guglielmo, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
2025 J jnl
Explainable, Effective, and Efficient Learning-to-Rank Models Using ILMART.
ACM Trans. Inf. Syst.
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri
2025 — conf
FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis.
EMNLP (Findings)
Juli Bakagianni, Korbinian Randl, Guido Rocchietti, Cosimo Rulli, Franco Maria Nardini, Salvatore Trani, Aron Henriksson, Anna Romanova, John Pavlopoulos
2025 — conf
Investigating the Scalability of Approximate Sparse Retrieval Algorithms to Massive Datasets.
ECIR (3)
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini, Leonardo Venuta
2025 J jnl
Investigating the Scalability of Approximate Sparse Retrieval Algorithms to Massive Datasets.
CoRR
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini, Leonardo Venuta
2025 — conf
Learned Sparse Representations of Text: A Story of Indexing and Retrieval.
IIR
Franco Maria Nardini
2025 J jnl
Neural network compression using binarization and few full-precision weights.
Inf. Sci.
Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini
2025 A* conf
ReNeuIR at SIGIR 2025: The Fourth Workshop on Reaching Efficiency in Neural Information Retrieval.
SIGIR
Sebastian Bruch, Maik Fröbe, Tim Hagen, Franco Maria Nardini, Martin Potthast
2025 — conf
kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors Search.
ECIR (4)
Leonardo Delfino, Domenico Erriquez, Silvio Martinico, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2025 J jnl
kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors Search.
CoRR
Leonardo Delfino, Domenico Erriquez, Silvio Martinico, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 A* conf
A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor Search.
SIGIR
Thomas Vecchiato, Claudio Lucchese, Franco Maria Nardini, Sebastian Bruch
2024 J jnl
A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor Search.
CoRR
Thomas Vecchiato, Claudio Lucchese, Franco Maria Nardini, Sebastian Bruch
2024 J jnl
An Approximate Algorithm for Maximum Inner Product Search over Streaming Sparse Vectors.
ACM Trans. Inf. Syst.
Sebastian Bruch, Franco Maria Nardini, Amir Ingber, Edo Liberty
2024 J jnl
Bridging Dense and Sparse Maximum Inner Product Search.
ACM Trans. Inf. Syst.
Sebastian Bruch, Franco Maria Nardini, Amir Ingber, Edo Liberty
2024 J jnl
Caching Historical Embeddings in Conversational Search.
ACM Trans. Web
Ophir Frieder, Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto
2024 A* conf
Distilled Neural Networks for Efficient Learning to Rank: (Extended Abstract).
ICDE
Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini
2024 A conf
Early Exit Strategies for Approximate
CIKM
Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
2024 J jnl
Early Exit Strategies for Approximate k-NN Search in Dense Retrieval.
CoRR
Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
2024 J jnl
Efficient Inverted Index-based Approximate Retrieval over High-dimensional Learned Sparse Representations.
IEEE Data Eng. Bull.
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 A* conf
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations.
SIGIR
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 J jnl
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations.
CoRR
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 J jnl
Efficient Multi-Vector Dense Retrieval Using Bit Vectors.
CoRR
Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 — conf
Efficient Multi-vector Dense Retrieval with Bit Vectors.
ECIR (2)
Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 — conf
Efficient and Effective Multi-Vector Dense Retrieval with EMVB.
SEBD
Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 J jnl
Enhancing Conversational Search with Large Language Models.
ERCIM News
Guido Rocchietti, Cristina Ioana Muntean, Franco Maria Nardini
2024 — conf
Improving RAG Systems via Sentence Clustering and Reordering.
IR-RAG@SIGIR
Marco Alessio, Guglielmo Faggioli, Nicola Ferro, Franco Maria Nardini, Raffaele Perego
2024 J jnl
Learning bivariate scoring functions for ranking.
Discov. Comput.
Franco Maria Nardini, Roberto Trani, Rossano Venturini
2024 — conf
LongDoc Summarization using Instruction-tuned Large Language Models for Food Safety Regulations.
IIR
Guido Rocchietti, Cosimo Rulli, Korbinian Randl, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani, Manos Karvounis, Jakub Janostik
2024 J jnl
Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search.
CoRR
Sebastian Bruch, Aditya Krishnan, Franco Maria Nardini
2024 J jnl
Pairing Clustered Inverted Indexes with kNN Graphs for Fast Approximate Retrieval over Learned Sparse Representations.
CoRR
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 A conf
Pairing Clustered Inverted Indexes with κ-NN Graphs for Fast Approximate Retrieval over Learned Sparse Representations.
CIKM
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 J jnl
Power- and Fragmentation-aware Online Scheduling for GPU Datacenters.
CoRR
Francesco Lettich, Emanuele Carlini, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
2024 A* conf
ReNeuIR at SIGIR 2024: The Third Workshop on Reaching Efficiency in Neural Information Retrieval.
SIGIR
Maik Fröbe, Joel Mackenzie, Bhaskar Mitra, Franco Maria Nardini, Martin Potthast
2024 J jnl
Rewriting Conversational Utterances with Instructed Large Language Models.
CoRR
Elnara Galimzhanova, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Guido Rocchietti
2024 — conf
Seismic: Efficient and Effective Retrieval over Learned Sparse Representation.
IIR
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 J jnl
Special Section on Efficiency in Neural Information Retrieval.
ACM Trans. Inf. Syst.
Sebastian Bruch, Claudio Lucchese, Maria Maistro, Franco Maria Nardini
2023 J jnl
An Approximate Algorithm for Maximum Inner Product Search over Streaming Sparse Vectors.
CoRR
Sebastian Bruch, Franco Maria Nardini, Amir Ingber, Edo Liberty
2023 J jnl
An Optimal Algorithm for Finding Champions in Tournament Graphs.
IEEE Trans. Knowl. Data Eng.
Lorenzo Beretta, Franco Maria Nardini, Roberto Trani, Rossano Venturini
2023 J jnl
Bridging Dense and Sparse Maximum Inner Product Search.
CoRR
Sebastian Bruch, Franco Maria Nardini, Amir Ingber, Edo Liberty
2023 A conf
Can Embeddings Analysis Explain Large Language Model Ranking?
CIKM
Claudio Lucchese, Giorgia Minello, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri
2023 — conf
Commonsense Injection in Conversational Systems: An Adaptable Framework for Query Expansion.
WI/IAT
Guido Rocchietti, Ophir Frieder, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego
2023 J jnl
Distilled Neural Networks for Efficient Learning to Rank.
IEEE Trans. Knowl. Data Eng.
Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini
2023 J jnl
Early Exit Strategies for Learning-to-Rank Cascades.
IEEE Access
Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
2023 J jnl
Efficient and Effective Tree-based and Neural Learning to Rank.
CoRR
Sebastian Bruch, Claudio Lucchese, Franco Maria Nardini
2023 J jnl
Efficient and Effective Tree-based and Neural Learning to Rank.
Found. Trends Inf. Retr.
Sebastian Bruch, Claudio Lucchese, Franco Maria Nardini
2023 J jnl
Neural Network Compression using Binarization and Few Full-Precision Weights.
CoRR
Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini
2023 A conf
Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation.
CIKM
Vincenzo Paparella, Vito Walter Anelli, Franco Maria Nardini, Raffaele Perego, Tommaso Di Noia
2023 J jnl
Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation.
CoRR
Vincenzo Paparella, Vito Walter Anelli, Franco Maria Nardini, Raffaele Perego, Tommaso Di Noia
2023 — ed.
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), Pisa, Italy, June 8-9, 2023.
IIR
Franco Maria Nardini, Nicola Tonellotto, Guglielmo Faggioli, Antonio Ferrara
2023 A* conf
ReNeuIR at SIGIR 2023: The Second Workshop on Reaching Efficiency in Neural Information Retrieval.
SIGIR
Sebastian Bruch, Joel Mackenzie, Maria Maistro, Franco Maria Nardini
2023 J jnl
Report on the 13th Italian Information Retrieval Workshop (IIR 2023).
SIGIR Forum
Guglielmo Faggioli, Antonio Ferrara, Franco Maria Nardini, Nicola Tonellotto
2023 — conf
Rewriting Conversational Utterances with Instructed Large Language Models.
WI/IAT
Elnara Galimzhanova, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Guido Rocchietti
2023 C ed.
String Processing and Information Retrieval - 30th International Symposium, SPIRE 2023, Pisa, Italy, September 26-28, 2023, Proceedings
SPIRE
Franco Maria Nardini, Nadia Pisanti, Rossano Venturini
2022 — conf
A Comprehensive Dataset for Modern Learning to Rank Solutions (Abstract).
IIR
Domenico Dato, Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto
2022 — conf
A Pragmatic Approach to Neural Information Retrieval.
SEBD
Franco Maria Nardini, Salvatore Trani
2022 J jnl
Caching Historical Embeddings in Conversational Search.
CoRR
Ophir Frieder, Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto
2022 — conf
Context Propagation in Conversational Search Utterances Participation of the CNR Team in CAsT 2022.
TREC
Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto
2022 J jnl
Distilled Neural Networks for Efficient Learning to Rank.
CoRR
Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini
2022 J jnl
Dynamic hard pruning of Neural Networks at the edge of the internet.
J. Netw. Comput. Appl.
Lorenzo Valerio, Franco Maria Nardini, Andrea Passarella, Raffaele Perego
2022 — conf
Energy-Efficient Ranking on FPGAs through Ensemble Model Compression (Abstract).
IIR
Veronica Gil-Costa, Fernando Loor, Romina Molina, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
2022 — conf
Ensemble Model Compression for Fast and Energy-Efficient Ranking on FPGAs.
ECIR (1)
Veronica Gil-Costa, Fernando Loor, Romina Molina, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
2022 J jnl
Fast Filtering of Search Results Sorted by Attribute.
ACM Trans. Inf. Syst.
Franco Maria Nardini, Roberto Trani, Rossano Venturini
2022 A* conf
ILMART: Interpretable Ranking with Constrained LambdaMART.
SIGIR
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri
2022 J jnl
ILMART: Interpretable Ranking with Constrained LambdaMART.
CoRR
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri
2022 — conf
Interpretable Ranking Using LambdaMART (Abstract).
IIR
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri
2022 A* conf
ReNeuIR: Reaching Efficiency in Neural Information Retrieval.
SIGIR
Sebastian Bruch, Claudio Lucchese, Franco Maria Nardini
2022 J jnl
Report on the 1st Workshop on Reaching Efficiency in Neural Information Retrieval (ReNeuIR 2022) at SIGIR 2022.
SIGIR Forum
Sebastian Bruch, Claudio Lucchese, Franco Maria Nardini
2022 A* conf
The Istella22 Dataset: Bridging Traditional and Neural Learning to Rank Evaluation.
SIGIR
Domenico Dato, Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto
2021 J jnl
Adaptive utterance rewriting for conversational search.
Inf. Process. Manag.
Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Ophir Frieder
2021 J jnl
An Optimal Algorithm for Finding Champions in Tournament Graphs.
CoRR
Lorenzo Beretta, Franco Maria Nardini, Roberto Trani, Rossano Venturini
2021 J jnl
Efficient traversal of decision tree ensembles with FPGAs.
J. Parallel Distributed Comput.
Romina Molina, Fernando Loor, Veronica Gil-Costa, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
2021 — conf
Finding Context through Utterance Dependencies in Search Conversations - Participation of the CNR Team in CAsT 2021.
TREC
Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto
2021 A* conf
Learning Early Exit Strategies for Additive Ranking Ensembles.
SIGIR
Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
2021 J jnl
Learning Early Exit Strategies for Additive Ranking Ensembles.
CoRR
Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
2021 J jnl
Neural network quantization in federated learning at the edge.
Inf. Sci.
Nicola Tonellotto, Alberto Gotta, Franco Maria Nardini, Daniele Gadler, Fabrizio Silvestri
2021 B conf
RMkNN and KNORA-IU: Combining Imbalanced Dynamic Selection Techniques for Credit Scoring.
ICTAI
Leopoldo Melo Junior, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Chiara Renso
2021 J jnl
Speed prediction in large and dynamic traffic sensor networks.
Inf. Syst.
Regis Pires Magalhães, Francesco Lettich, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso, Roberto Trani
2021 C conf
TSXor: A Simple Time Series Compression Algorithm.
SPIRE
Andrea Bruno, Franco Maria Nardini, Giulio Ermanno Pibiri, Roberto Trani, Rossano Venturini
2021 J jnl
Weighting Passages Enhances Accuracy.
ACM Trans. Inf. Syst.
Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Ophir Frieder
2020 J jnl
A novel approach to define the local region of dynamic selection techniques in imbalanced credit scoring problems.
Expert Syst. Appl.
Leopoldo Melo Junior, Franco Maria Nardini, Chiara Renso, Roberto Trani, José Antônio Fernandes de Macêdo
2020 J jnl
Dynamic Hard Pruning of Neural Networks at the Edge of the Internet.
CoRR
Lorenzo Valerio, Franco Maria Nardini, Andrea Passarella, Raffaele Perego
2020 — conf
Dynamic Wi-Fi RSSI normalization in unmapped locations.
EDBT/ICDT Workshops
Hanna Kavalionak, Massimo Tosato, Paolo Barsocchi, Franco Maria Nardini
2020 A* conf
Efficient Document Re-Ranking for Transformers by Precomputing Term Representations.
SIGIR
Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Nazli Goharian, Ophir Frieder
2020 J jnl
Efficient Document Re-Ranking for Transformers by Precomputing Term Representations.
CoRR
Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Nazli Goharian, Ophir Frieder
2020 A* conf
Expansion via Prediction of Importance with Contextualization.
SIGIR
Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Nazli Goharian, Ophir Frieder
2020 J jnl
Expansion via Prediction of Importance with Contextualization.
CoRR
Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Nazli Goharian, Ophir Frieder
2020 B conf
High-Quality Prediction of Tourist Movements using Temporal Trajectories in Graphs.
ASONAM
Shima Moghtasedi, Cristina Ioana Muntean, Franco Maria Nardini, Roberto Grossi, Andrea Marino
2020 J jnl
Leveraging feature selection to detect potential tax fraudsters.
Expert Syst. Appl.
Tales Matos, José A. F. de Macêdo, Francesco Lettich, José Maria Monteiro, Chiara Renso, Raffaele Perego, Franco Maria Nardini
2020 B conf
Predicting and Explaining Privacy Risk Exposure in Mobility Data.
DS
Francesca Naretto, Roberto Pellungrini, Anna Monreale, Franco Maria Nardini, Mirco Musolesi
2020 — conf
Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks.
PKDD/ECML Workshops
Francesca Naretto, Roberto Pellungrini, Franco Maria Nardini, Fosca Giannotti
2020 A* conf
Query-level Early Exit for Additive Learning-to-Rank Ensembles.
SIGIR
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
2020 J jnl
Query-level Early Exit for Additive Learning-to-Rank Ensembles.
CoRR
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
2020 J jnl
RankEval: Evaluation and investigation of ranking models.
SoftwareX
Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
2020 A* conf
Topic Propagation in Conversational Search.
SIGIR
Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Ophir Frieder
2020 J jnl
Topic Propagation in Conversational Search.
CoRR
Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Ophir Frieder
2020 — conf
Topical Enrichment of Conversational Search Utterances: Participation of the HPCLab-CNR Team in CAsT 2020.
TREC
Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto
2020 A* conf
Training Curricula for Open Domain Answer Re-Ranking.
SIGIR
Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Nazli Goharian, Ophir Frieder
2020 J jnl
Training Curricula for Open Domain Answer Re-Ranking.
CoRR
Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Nazli Goharian, Ophir Frieder
2019 C conf
An Empirical Comparison of Classification Algorithms for Imbalanced Credit Scoring Datasets.
ICMLA
Leopoldo Soares de Melo Junior, Franco Maria Nardini, Chiara Renso, José Antônio Fernandes de Macêdo
2019 C conf
An Optimal Algorithm to Find Champions of Tournament Graphs.
SPIRE
Lorenzo Beretta, Franco Maria Nardini, Roberto Trani, Rossano Venturini
2019 A* conf
Enhanced News Retrieval: Passages Lead the Way!
SIGIR
Matteo Catena, Ophir Frieder, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto
2019 A* conf
Fast Approximate Filtering of Search Results Sorted by Attribute.
SIGIR
Franco Maria Nardini, Roberto Trani, Rossano Venturini
2019 B conf
KNORA-IU: Improving the Dynamic Selection Prediction in Imbalanced Credit Scoring Problems.
ICTAI
Leopoldo Melo Junior, Franco Maria Nardini, Chiara Renso, José A. F. de Macêdo
2019 A* conf
Learning to Rank in Theory and Practice: From Gradient Boosting to Neural Networks and Unbiased Learning.
SIGIR
Claudio Lucchese, Franco Maria Nardini, Rama Kumar Pasumarthi, Sebastian Bruch, Michael Bendersky, Xuanhui Wang, Harrie Oosterhuis, Rolf Jagerman, Maarten de Rijke
2019 — conf
On combining dynamic selection, sampling, and pool generators for credit scoring.
MLDM (2)
Leopoldo Melo Junior, Franco Maria Nardini, Chiara Renso, José Antônio Fernandes de Macêdo
2019 J jnl
Parallel Traversal of Large Ensembles of Decision Trees.
IEEE Trans. Parallel Distributed Syst.
Francesco Lettich, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini
2018 — ch.
Analysing Trajectories of Mobile Users: From Data Warehouses to Recommender Systems.
A Comprehensive Guide Through the Italian Database Research
Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alessandra Raffaetà, Chiara Renso, Claudio Silvestri
2018 — ch.
Crowdsourced Social Data for Recommending Tourist Itineraries.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Igo Ramalho Brilhante, Franco Maria Nardini, José Antônio Fernandes de Macêdo, Raffaele Perego, Chiara Renso
2018 A conf
Efficient and Effective Query Expansion for Web Search.
CIKM
Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Roberto Trani, Rossano Venturini
2018 J jnl
Item-driven group formation.
Online Soc. Networks Media
Daniel Valcarce, Igo Ramalho Brilhante, José A. F. de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso
2018 A* conf
Selective Gradient Boosting for Effective Learning to Rank.
SIGIR
Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Orlando, Salvatore Trani
2018 J jnl
X-CLEaVER: Learning Ranking Ensembles by Growing and Pruning Trees.
ACM Trans. Intell. Syst. Technol.
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
2017 Misc conf
Efficiency/Effectiveness Trade-offs in Learning to Rank.
ICTIR
Claudio Lucchese, Franco Maria Nardini
2017 — conf
Multicore/Manycore Parallel Traversal of Large Forests of Regression Trees.
HPCS
Francesco Lettich, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini
2017 J jnl
Perception of social phenomena through the multidimensional analysis of online social networks.
Online Soc. Networks Media
Mauro Coletto, Andrea Esuli, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Chiara Renso
2017 — conf
QuickScorer: Efficient Traversal of Large Ensembles of Decision Trees.
ECML/PKDD (3)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini
2017 A* conf
RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions.
SIGIR
Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
2017 — conf
The Impact of Negative Samples on Learning to Rank.
LEARNER@ICTIR
Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
2017 A* conf
X-DART: Blending Dropout and Pruning for Efficient Learning to Rank.
SIGIR
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
2016 A* conf
Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles.
SIGIR
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini
2016 Misc conf
Fast Feature Selection for Learning to Rank.
ICTIR
Andrea Gigli, Claudio Lucchese, Franco Maria Nardini, Raffaele Perego
2016 J jnl
Fast Ranking with Additive Ensembles of Oblivious and Non-Oblivious Regression Trees.
ACM Trans. Inf. Syst.
Domenico Dato, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini
2016 J jnl
Fast Traversal of Large Ensembles of Regression Trees.
ERCIM News
Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Salvatore Orlando, Rossano Venturini
2016 — conf
GPU-based Parallelization of QuickScorer to Speed-up Document Ranking with Tree Ensembles.
IIR
Francesco Lettich, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini
2016 B conf
Group Finder: An Item-Driven Group Formation Framework.
MDM
Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso
2016 Misc conf
Learning to Rank User Queries to Detect Search Tasks.
ICTIR
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Gabriele Tolomei
2016 A* conf
Post-Learning Optimization of Tree Ensembles for Efficient Ranking.
SIGIR
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
2016 — conf
Post-Learning Optimization of Tree Ensembles.
IIR
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
2016 — ed.
Proceedings of the 7th Italian Information Retrieval Workshop, Venezia, Italy, May 30-31, 2016.
IIR
Giorgio Maria Di Nunzio, Franco Maria Nardini, Salvatore Orlando
2016 J jnl
Quality versus efficiency in document scoring with learning-to-rank models.
Inf. Process. Manag.
Gabriele Capannini, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto
2016 — conf
Ranking Documents Effciently with QuickScorer.
SEBD
Domenico Dato, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini
2016 J jnl
Sentiment-enhanced Multidimensional Analysis of Online Social Networks: Perception of the Mediterranean Refugees Crisis.
CoRR
Mauro Coletto, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Andrea Esuli, Chiara Renso, Raffaele Perego
2016 B conf
Sentiment-enhanced multidimensional analysis of online social networks: Perception of the mediterranean refugees crisis.
ASONAM
Mauro Coletto, Andrea Esuli, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Chiara Renso
2016 — conf
Speeding-up Document Scoring with Tree Ensembles using CPU SIMD Extensions.
IIR
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini
2016 — conf
Understanding Human Mobility During Events in Foursquare.
IIR
Cristina Ioana Muntean, Franco Maria Nardini, Anastasios Noulas
2016 — conf
User-Item Group Formation with GroupFinder.
IIR
Chiara Renso, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Igo Ramalho Brilhante
2015 — conf
Gamification in Information Retrieval: State of the Art, Challenges and Opportunities.
IIR
Cristina Ioana Muntean, Franco Maria Nardini
2015 C conf
MUSETS: Diversity-Aware Web Query Suggestions for Shortening User Sessions.
ISMIS
Marcin Sydow, Cristina Ioana Muntean, Franco Maria Nardini, Stan Matwin, Fabrizio Silvestri
2015 J jnl
On Learning Prediction Models for Tourists Paths.
ACM Trans. Intell. Syst. Technol.
Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri, Ranieri Baraglia
2015 J jnl
On planning sightseeing tours with TripBuilder.
Inf. Process. Manag.
Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso
2015 J jnl
Planning sightseeing tours using crowdsensed trajectories.
ACM SIGSPATIAL Special
Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso
2015 — conf
QuickRank: a C++ Suite of Learning to Rank Algorithms.
IIR
Gabriele Capannini, Domenico Dato, Claudio Lucchese, Monica Mori, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto
2015 A* conf
QuickScorer: A Fast Algorithm to Rank Documents with Additive Ensembles of Regression Trees.
SIGIR
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini
2015 — conf
Scaling up the Mining of Semantically-enriched Trajectories: TripBuilder at the World Level.
IIR
Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso
2015 A* conf
Speeding up Document Ranking with Rank-based Features.
SIGIR
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto
2014 — conf
LearNext: Learning to Predict Tourists Movements.
IIR
Ranieri Baraglia, Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri
2014 A conf
TripBuilder: A Tool for Recommending Sightseeing Tours.
ECIR
Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso
2013 A conf
LearNext: learning to predict tourists movements.
CIKM
Ranieri Baraglia, Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri
2013 — conf
Learning to shorten query sessions.
WWW (Companion Volume)
Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri, Marcin Sydow
2013 — conf
On Suggesting Entities as Web Search Queries.
IIR
Diego Ceccarelli, Sergiu Gordea, Claudio Lucchese, Franco Maria Nardini, Raffaele Perego
2013 Misc conf
When entities meet query recommender systems: semantic search shortcuts.
SAC
Diego Ceccarelli, Sergiu Gordea, Claudio Lucchese, Franco Maria Nardini, Raffaele Perego
2013 A conf
Where shall we go today?: planning touristic tours with tripbuilder.
CIKM
Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso
2012 — conf
A Trajectory-Based Recommender System for Tourism.
AMT
Ranieri Baraglia, Claudio Frattari, Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri
2012 J jnl
Generating suggestions for queries in the long tail with an inverted index.
Inf. Process. Manag.
Daniele Broccolo, Lorenzo Marcon, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2012 A conf
Interactive and context-aware tag spell check and correction.
CIKM
Francesco Bonchi, Ophir Frieder, Franco Maria Nardini, Fabrizio Silvestri, Hossein Vahabi
2012 — conf
RecTour: A Recommender System for Tourists.
Web Intelligence/IAT Workshops
Ranieri Baraglia, Claudio Frattari, Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri
2011 J jnl
Discovering Europeana Users' Search Behavior.
ERCIM News
Diego Ceccarelli, Sergiu Gordea, Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Gabriele Tolomei
2011 J jnl
Efficient Diversification of Web Search Results
CoRR
Gabriele Capannini, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2011 J jnl
Efficient Diversification of Web Search Results.
Proc. VLDB Endow.
Gabriele Capannini, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2011 — conf
Efficient diversification of search results using query logs.
WWW (Companion Volume)
Gabriele Capannini, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2011 B conf
Improving Europeana Search Experience Using Query Logs.
TPDL
Diego Ceccarelli, Sergiu Gordea, Claudio Lucchese, Franco Maria Nardini, Gabriele Tolomei
2011 — —
Query Log Mining to Enhance User Experience in Search Engines.
Franco Maria Nardini
2011 — conf
RGU-ISTI-Essex at TREC 2011 Session Track.
TREC
Ibrahim Adeyanju, Dawei Song, Franco Maria Nardini, M-Dyaa Albakour, Udo Kruschwitz
2010 C conf
Incremental Algorithms for Effective and Efficient Query Recommendation.
SPIRE
Daniele Broccolo, Ophir Frieder, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2010 C conf
On Tag Spell Checking.
SPIRE
Franco Maria Nardini, Fabrizio Silvestri, Hossein Vahabi, Pedram Vahabi, Ophir Frieder
2010 — conf
Refreshing Models to Provide Timely Query Recommendations.
IIR
Daniele Broccolo, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2010 B conf
Resource discovery support for time-critical adaptive applications.
IWCMC
Carlo Bertolli, Daniele Buono, Gabriele Mencagli, Massimo Torquati, Marco Vanneschi, Matteo Mordacchini, Franco Maria Nardini
2010 — conf
The effects of time on query flow graph-based models for query suggestion.
RIAO
Ranieri Baraglia, Franco Maria Nardini, Carlos Castillo, Raffaele Perego, Debora Donato, Fabrizio Silvestri
2009 A conf
Aging effects on query flow graphs for query suggestion.
CIKM
Ranieri Baraglia, Carlos Castillo, Debora Donato, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri
2009 — conf
Sorting using BItonic netwoRk wIth CUDA.
LSDS-IR@SIGIR
Gabriele Capannini, Fabrizio Silvestri, Ranieri Baraglia, Franco Maria Nardini
2008 A conf
Collaborative ranking of grid-enabled workflow service providers.
HPDC
Domenico Laforenza, Franco Maria Nardini, Fabrizio Silvestri
2008 J jnl
SPRANKER: A Discovery Tool to Rank Service Providers Using Quality of Experience.
ERCIM News
Domenico Laforenza, Franco Maria Nardini, Fabrizio Silvestri, Gabriele Tolomei