Extreme Food Risk Analytics

BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models

Autores: Aurora Gensale, Irene Benedetto, Luca Gioacchini, Luca Cagliero, and Alessio Bosca.
Publicado en: Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025), pages 718–725,, 2025
Editor: Association for Computational Linguistics.

Power- and Fragmentation-aware Online Scheduling for GPU Datacenters

Autores: Francesco Lettich, Emanuele Carlini, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
Publicado en: """The 25th IEEE International Symposium on Cluster, Cloud and Internet Computing"""
Editor: Zenodo

Power- and Fragmentation-aware Online Scheduling for GPU Datacenters

Autores: Francesco Lettich, Emanuele Carlini, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
Publicado en: The 25th IEEE International Symposium on Cluster, Cloud and Internet Computing, 2025
Editor: Zenodo

Learning to Rank for Non Independent and Identically Distributed Datasets

Autores: Jacopo Cecchetti; Nicola Tonellotto; Raffaele Perego 0001
Publicado en: Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval, 2024
DOI: 10.1145/3664190.3672513

Can Embeddings Analysis Explain Large Language Model Ranking?

Autores: Claudio Lucchese, Giorgia Minello, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri
Publicado en: ACM CIKM 2023, 2023, ISBN 979-8-4007-0124-5
Editor: Association for Computing Machinery
DOI: 10.1145/3583780.3615225

CoDIME: A Counterfactual Approach for Dimension Importance Estimation through Click Logs

Autores: Guglielmo Faggioli, Nicola Ferro, Raffaele Perego, Nicola Tonellotto
Publicado en: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
Editor: ACM
DOI: 10.1145/3726302.3729926

Efficient Multi-vector Dense Retrieval with Bit Vectors

Autores: Franco Maria Nardini & Cosimo Rulli
Publicado en: ECIR 2024, 2024, ISBN 978-3-031-56060-6
Editor: ECIR 2024
DOI: 10.1007/978-3-031-56060-6_1

Computing the Why-Provenance for Datalog Queries via SAT Solvers

Autores: Calautti M.; Livshits E.; Pieris A.; Schneider M.
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, 2024
Editor: AAAI Press
DOI: 10.1609/AAAI.V38I9.28914

Survival Analysis as a Risk Stratification Tool for Threshold Exceedance Forecasting

Autores: George Marinos, Manos Karvounis, Ioannis Athanasiadis
Publicado en: Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2023, ISSN 2184-3228
Editor: SciTePress
DOI: 10.5220/0012234700003598

Towards Robust Expert Finding in Community Question Answering Platforms

Autores: Amendola, M., Passarella, A., Perego, R.
Publicado en: ECIR 2024, 2024, ISBN 978-3-031-56069-9
Editor: Springer, Cham
DOI: 10.1007/978-3-031-56069-9_12

Pairing Clustered Inverted Indexes with κ-NN Graphs for Fast Approximate Retrieval over Learned Sparse Representations

Autores: Sebastian Bruch 0001; Franco Maria Nardini; Cosimo Rulli; Rossano Venturini
Publicado en: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Editor: ACM
DOI: 10.48550/ARXIV.2408.04443

Investigating the Scalability of Approximate Sparse Retrieval Algorithms to Massive Datasets

Autores: Sebastian Bruch 0001; Franco Maria Nardini; Cosimo Rulli; Rossano Venturini; Leonardo Venuta
Publicado en: European Conference on Information Retrieval 2025: Advances in Information Retrieval, Edición 15574, 2025, ISBN 9783031887130
Editor: Springer Nature
DOI: 10.1007/978-3-031-88714-7_43

DESIRE-ME: Domain-Enhanced Supervised Information Retrieval Using Mixture-of-Experts

Autores: Kasela, P., Pasi, G., Perego, R., Tonellotto, N.
Publicado en: ECIR 2024, 2024, ISBN 978-3-031-56060-6
Editor: Springer, Cham
DOI: 10.1007/978-3-031-56060-6_8

Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations

Autores: Sebastian Bruch 0001; Franco Maria Nardini; Cosimo Rulli; Rossano Venturini
Publicado en: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Editor: ACM
DOI: 10.48550/ARXIV.2404.18812

CoSRec: A Joint Conversational Search and Recommendation Dataset

Autores: 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
Publicado en: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
Editor: ACM
DOI: 10.1145/3726302.3730319

The mod-minimizer: a simple and efficient sampling algorithm for longk-mers

Autores: Ragnar Groot Koerkamp; Giulio Ermanno Pibiri
Publicado en: 24th International Workshop on Algorithms in Bioinformatics (WABI 2024), 2024
Editor: Schloss Dagstuhl – Leibniz-Zentrum für Informatik
DOI: 10.3929/ETHZ-B-000694344

Named Entity Recognition using context similarity data augmentation.

Autores: Ilaria Bartolini; Angelo Chianese; Vincenzo Moscato; Marco Postiglione; Giancarlo Sperlí; Andrea Vignali
Publicado en: 2024
Editor: CEUR

kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors Search

Autores: Leonardo Delfino, Domenico Erriquez, Silvio Martinico, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
Publicado en: Lecture Notes in Computer Science, Advances in Information Retrieval, 2025
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-88717-8_29

SE-PEF: a Resource for Personalized Expert Finding

Autores: Pranav Kasela, Gabriella Pasi, Raffaele Perego
Publicado en: ACM SIGIR AP, 2023, ISBN 979-8-4007-0408-6
Editor: Association for Computing Machinery
DOI: 10.1145/3624918.3625335

Efficient Re-ranking with Cross-encoders via Early Exit

Autores: Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani, Alberto Veneri
Publicado en: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
Editor: ACM
DOI: 10.1145/3726302.3729962

A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor Search

Autores: Thomas Vecchiato, Claudio Lucchese, Franco Maria Nardini, Sebastian Bruch
Publicado en: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Editor: ACM
DOI: 10.1145/3626772.3657931

A Geometric Framework for Query Performance Prediction in Conversational Search

Autores: Guglielmo Faggioli, Nicola Ferro, Cristina Ioana Muntean, Raffaele Perego, Nicola Tonellotto
Publicado en: ACM SIGIR 2023, 2023, ISBN 978-1-4503-9408-6
Editor: Association for Computing Machinery
DOI: 10.1145/3539618.3591625

Dimension Importance Estimation for Dense Information Retrieval

Autores: Guglielmo Faggioli, Nicola Ferro, Raffaele Perego, Nicola Tonellotto
Publicado en: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Editor: ACM
DOI: 10.1145/3626772.3657691

Effective Inference-Free Retrieval for Learned Sparse Representations

Autores: Franco Maria Nardini, Thong Nguyen, Cosimo Rulli, Rossano Venturini, Andrew Yates
Publicado en: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
Editor: ACM
DOI: 10.1145/3726302.3730185

FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis

Autores: Juli Bakagianni, Korbinian Randl, Guido Rocchietti, Cosimo Rulli, Franco Maria Nardini, Salvatore Trani, Aron Henriksson, Anna Romanova, John Pavlopoulos
Publicado en: Findings of the Association for Computational Linguistics: EMNLP 2025, 2025
Editor: Association for Computational Linguistics
DOI: 10.18653/V1/2025.FINDINGS-EMNLP.911

Efficient Conversational Search via Topical Locality in Dense Retrieval

Autores: Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Guido Rocchietti, Cosimo Rulli
Publicado en: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025, ISBN 9798400715921
Editor: ACM
DOI: 10.1145/3726302.3730186

Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation

Autores: Vincenzo Paparella, Vito Walter Anelli, Franco Maria Nardini, Raffaele Perego, Tommaso Di Noia
Publicado en: ACM CIKM 2023, 2023, ISBN 979-8-4007-0124-5
Editor: Association for Computing Machinery
DOI: 10.1145/3583780.3615010

Query Performance Prediction Using Dimension Importance Estimators

Autores: Guglielmo Faggioli, Nicola Ferro, Raffaele Perego, Nicola Tonellotto
Publicado en: Lecture Notes in Computer Science, Advances in Information Retrieval, 2025
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-88711-6_13

CAMEO: Fostering Joint Conversational Search and Recommendation.

Autores: Di Noia T.; Faggioli G.; Ferrante M.; Ferro N.; Narducci F.; Perego R.; Santucci G.
Publicado en: 2024
Editor: CEUR

Efficient and Effective Multi-Vector Dense Retrieval with EMVB.

Autores: Nardini F. M.; Rulli C.; Venturini R.
Publicado en: Italian Symposium on Advanced Database Systems, 2024
Editor: ACM

PHOBIC: Perfect Hashing With Optimized Bucket Sizes and Interleaved Coding

Autores: Stefan Hermann; Hans-Peter Lehmann; Giulio Ermanno Pibiri; Peter Sanders 0001; Stefan Walzer
Publicado en: 2024
Editor: KIT
DOI: 10.48550/ARXIV.2404.18497

SemEval-2025 Task 9: The Food Hazard Detection Challenge

Autores: Korbinian Randl; John Pavlopoulos; Aron Henriksson; Tony Lindgren; Juli Bakagianni
Publicado en: Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025), 2025
Editor: ACL ANTHOLOGY

Rewriting Conversational Utterances with Instructed Large Language Models

Autores: Elnara Galimzhanova, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Guido Rocchietti
Publicado en: 2023 IEEE International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 2023, ISBN 979-8-3503-0918-8
Editor: IEEE
DOI: 10.48550/ARXIV.2410.07797

Commonsense injection in Conversational Systems: An adaptable framework for query expansion

Autores: Guido Rocchietti, Ophir Frieder, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego
Publicado en: 2023 IEEE International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 2023, ISBN 979-8-3503-0918-8
Editor: IEEE
DOI: 10.1109/WI-IAT59888.2023.00013

Efficient Approximate Nearest Neighbor Search on a Raspberry Pi

Autores: Silvio Martinico, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
Publicado en: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
Editor: ACM
DOI: 10.1145/3726302.3730268

ReNeuIR at SIGIR 2024: The Third Workshop on Reaching Efficiency in Neural Information Retrieval

Autores: Maik Fröbe; Joel Mackenzie; Bhaskar Mitra 0001; Franco Maria Nardini; Martin Potthast
Publicado en: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Editor: ACM
DOI: 10.1145/3626772.3657994

Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search

Autores: Sebastian Bruch, Aditya Krishnan, Franco Maria Nardini
Publicado en: NeurIPS 2025 The Thirty-Ninth Annual Conference on Neural Information Processing Systems
Editor: NeurIPS 2025 The Thirty-Ninth Annual Conference on Neural Information Processing Systems

LR2: A Legal RAG for Legal Reasoning over Cases

Autores: Irene Benedetto, Luca Cagliero, Francesco Tarasconi
Publicado en: Frontiers in Artificial Intelligence and Applications, Legal Knowledge and Information Systems, 2025
Editor: IOS Press
DOI: 10.3233/FAIA251614

BrightCookies at SemEval-2025 Task 9: Exploring Data Augmentation for Food Hazard Classification

Autores: Foteini Papadopoulou, Osman Mutlu, Neris Özen, Bas Van Der Velden, Iris Hendrickx, and Ali Hurriyetoglu
Publicado en: Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval 2025), 2025
Editor: ACL ANTHOLOGY

CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification

Autores: Korbinian Randl; John Pavlopoulos; Aron Henriksson; Tony Lindgren
Publicado en: Findings of the Association for Computational Linguistics ACL 2024, 2024
DOI: 10.48550/ARXIV.2403.11904

Beyond the Veil of Similarity: Quantifying Semantic Continuity in Explainable AI

Autores: Qi Huang, Emanuele Mezzi, Osman Mutlu, Miltiadis Kofinas, Vidya Prasad, Shadnan Azwad Khan, Elena Ranguelova, Niki van Stein
Publicado en: Communications in Computer and Information Science, Explainable Artificial Intelligence, 2024
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63787-2_16

Knowledge Extraction in the Αge of LLMs

Autores: Bosca, Alessio
Publicado en: 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.15411333

Enhancing Conversational Search with Large Language Models

Autores: Guido Rocchietti, Cristina Ioana Muntean, Franco Maria Nardini
Publicado en: ERCIM News, Edición Vol. 136, 2024
Editor: ERCIM EEIG

D5.1 Focus Group Recommendations for AI Risk Predictions

Autores: Karvounis, Manos
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/ZENODO.14626522

D5.2 Experimental Methodology, Tools & Reports from Experiments

Autores: Pavlopoulos, John
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/ZENODO.14626540

D4.3 EFRA API Gateway and Data & Analytics Marketplace

Autores: Karvounis, Manos
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.14626431

D1.2 Ongoing Recommendations for EFRA Work

Autores: Hürriyetoğlu, Ali; van der Velden, Bas
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.14626378

Project Management Handbook

Autores: Thanopoulos Babis
Editor: Zenodo

Integrating Ai into Food Safety Workflows

Autores: Romanova, Anna
Publicado en: 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.17016147

D2.3 Report on Data Expansion and Population

Autores: Karvounis, Manos
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.14626423

D1.1 EFRA Requirements Roadmap

Autores: Hürriyetoğlu, Ali; van der Velden, Bas
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.14626136

Predicting Corn Infections Using Weather Data and Machine Learning

Autores: Rumeau, Morgane; Folnovic, Tanja
Publicado en: 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.15632067

D4.1 EFRA Architecture & Green Operations

Autores: Trani, Salvatore; Lettich, Francesco
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.14626430

D5.3 Use-case Plan, Reports & Recommendations

Autores: Karvounis, Manos
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.14626569

D6.2 Integrated Τoolset for Μultiplying Ιmpact

Autores: kotsikoris, vasilis
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.14626672

D7.1 Project Management Handbook

Autores: Thanopoulos, Babis
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/ZENODO.14626686

D6.1 Dissemination, Exploitation, Communication Plan

Autores: kotsikoris, vasilis
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/ZENODO.14643160

Locality-preserving minimal perfect hashing of k-mers

Autores: Giulio Ermanno Pibiri, Yoshihiro Shibuya, Antoine Limasset
Publicado en: Bioinformatics, Edición 39, 2023, ISSN 1367-4803
Editor: Oxford University Press (OUP)
DOI: 10.48550/ARXIV.2210.13097

Bridging Dense and Sparse Maximum Inner Product Search

Autores: Sebastian Bruch, Franco Maria Nardini, Amir Ingber, Edo Liberty
Publicado en: ACM Transactions on Information Systems, Edición 42, 2024, ISSN 1046-8188
Editor: Association for Computing Machinery (ACM)
DOI: 10.48550/ARXIV.2309.09013

What Lies Behind Mycotoxin Presence in Animal Feed? A Case Study☆

Autores: Maria-Eleni Dimitrakopoulou, George Marinos, Manos Karvounis, Giannis Stoitsis, Nikolaos Manouselis, Charalampos Thanopoulos, Chris Elliott
Publicado en: Journal of Food Protection, Edición 88, 2025, ISSN 0362-028X
Editor: Elsevier BV
DOI: 10.1016/J.JFP.2025.100464

Leveraging Topic Specificity and Social Relationships for Expert Finding in Community Question Answering Platforms

Autores: Amendola, Maddalena; Passarella, Andrea; Perego, Raffaele
Publicado en: ACM Transactions on Information Systems, ISSN 1046-8188
Editor: ACM
DOI: 10.48550/ARXIV.2407.04018

Automotive fault nowcasting with machine learning and natural language processing

Autores: John Pavlopoulos, Alv Romell, Jacob Curman, Olof Steinert, Tony Lindgren, Markus Borg, Korbinian Randl
Publicado en: Machine Learning, Edición 113, 2023, ISSN 0885-6125
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S10994-023-06398-7

The open-closed mod-minimizer algorithm

Autores: Ragnar Groot Koerkamp, Daniel Liu, Giulio Ermanno Pibiri
Publicado en: Algorithms for Molecular Biology, Edición 20, 2025, ISSN 1748-7188
Editor: Springer Science and Business Media LLC
DOI: 10.1101/2024.11.02.621600

Federated learning in food research

Autores: Zuzanna Fendor; Bas H.M. van der Velden; Xinxin Wang; Andrea Jr. Carnoli; Osman Mutlu; Ali Hürriyetoğlu
Publicado en: Journal of Agriculture and Food Research, 2025, ISSN 2331-8422
Editor: ELSEVIER
DOI: 10.48550/ARXIV.2406.06202

Getting off the DIME: Dimension Pruning via Dimension Importance Estimation for Dense Information Retrieval

Autores: Guglielmo Faggioli, Nicola Ferro, Raffaele Perego, Nicola Tonellotto
Publicado en: ACM Transactions on Information Systems, Edición 44, 2025, ISSN 1046-8188
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3765619

Explainable, Effective, and Efficient Learning-to-Rank Models Using ILMART

Autores: Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri
Publicado en: ACM Transactions on Information Systems, Edición 43, 2025, ISSN 1046-8188
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3733232

Learning bivariate scoring functions for ranking

Autores: Nardini F. M.; Trani R.; Venturini R.
Publicado en: Discover Computing, Edición Vol. 27, 2024, ISSN 2948-2992
Editor: SPRINGER
DOI: 10.1007/S10791-024-09444-7

An Optimal Algorithm for Finding Champions in Tournament Graphs

Autores: Beretta L., Nardini F. M., Trani R., Venturini R.
Publicado en: IEEE Transactions on Knowledge and Data Engineering, Edición Vol. 35, Edición: 10, 2023, ISSN 1041-4347
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TKDE.2023.3267345

Neural network compression using binarization and few full-precision weights

Autores: Franco Maria Nardini; Cosimo Rulli; Salvatore Trani; Rossano Venturini
Publicado en: Information Sciences, Edición Vol. 716, 2024, ISSN 1872-6291
Editor: ELSEVIER
DOI: 10.2139/SSRN.4927691

Comprehensive analysis of PFAS presence from environment to plate

Autores: Maria-Eleni Dimitrakopoulou; Manos Karvounis; George Marinos; Zacharoula Theodorakopoulou; Eleni Aloizou; George Petsangourakis; Mihalis Papakonstantinou; Giannis Stoitsis
Publicado en: npj Science of Food, 2024, ISSN 2396-8370
Editor: SPRINGER Nature
DOI: 10.1038/S41538-024-00319-1

Explainable, Effective, and Efficient Learning-to-Rank Models Using ILMART

Autores: Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri
Publicado en: ACM Transactions on Information Systems, Edición 43, 2025, ISSN 1046-8188
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3733232

Efficient Multi-Vector Dense Retrieval Using Bit Vectors

Autores: Franco Maria Nardini; Cosimo Rulli; Rossano Venturini
Publicado en: European Conference on Information Retrieval, Edición Vol. 14609, 2024, ISSN 1611-3349
Editor: SPRINGER
DOI: 10.48550/ARXIV.2404.02805

PARK: Personalized academic retrieval with knowledge-graphs

Autores: Pranav Kasela, Gabriella Pasi, Raffaele Perego
Publicado en: Information Systems, Edición 134, 2025, ISSN 0306-4379
Editor: Elsevier BV
DOI: 10.1016/J.IS.2025.102574

Early Exit Strategies for Learning-to-Rank Cascades

Autores: Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Publicado en: IEEE ACCESS, Edición Vol. 11, 2023, ISSN 2169-3536
Editor: IEEE
DOI: 10.1109/ACCESS.2023.3331088

Projection-Displacement-Based Query Performance Prediction for Embedded Space of Dense Retrievers

Autores: Suchana Datta, Guglielmo Faggioli, Nicola Ferro, Debasis Ganguly, Cristina Ioana Muntean, Raffaele Perego, Nicola Tonellotto
Publicado en: ACM Transactions on Information Systems, Edición 44, 2025, ISSN 1046-8188
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3765617

Meta-colored Compacted de Bruijn Graphs

Autores: Giulio Ermanno Pibiri, Jason Fan, Rob Patro
Publicado en: Lecture Notes in Computer Science, 2023, ISSN 2692-8205
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2023.07.21.550101V2.FULL

Explainable Artificial Intelligence for Deep Learning in Food: Challenges and Opportunities for Food Systems

Autores: Osman Mutlu, Bas H.M. van der Velden, Ali Hurriyetoglu, and Anna Fensel
Publicado en: Nature Food, 2025, ISSN 2693-5015
Editor: Research Square
DOI: 10.21203/RS.3.RS-7289201/V1

Distilled Neural Networks for Efficient Learning to Rank

Autores: Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini
Publicado en: IEEE TKDE, Edición Vol. 35, Edición: 5, 2024, ISSN 1558-2191
Editor: IEEE
DOI: 10.1109/TKDE.2022.3152585

Mind the gap: from plausible to valid self-explanations in large language models

Autores: Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren
Publicado en: Machine Learning, Edición 114, 2025, ISSN 0885-6125
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S10994-025-06838-6

Fulgor: a fast and compact k-mer index for large-scale matching and color queries

Autores: Jason Fan, Jamshed Khan, Noor Pratap Singh, Giulio Ermanno Pibiri, Rob Patro
Publicado en: Algorithms for Molecular Biology, Edición 19, 2024, ISSN 1748-7188
Editor: Springer Science and Business Media LLC
DOI: 10.1186/S13015-024-00251-9

On weighted k-mer dictionaries

Autores: Giulio Ermanno Pibiri
Publicado en: Algorithms for Molecular Biology, Edición 18, 2023, ISSN 1748-7188
Editor: Springer Science and Business Media LLC
DOI: 10.21203/RS.3.RS-2755997/V1

Where the Patterns Are: Repetition-Aware Compression for Colored de Bruijn Graphs

Autores: Alessio Campanelli, Giulio Ermanno Pibiri, Jason Fan, Rob Patro
Publicado en: Journal of Computational Biology, ISSN 2692-8205
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2024.07.09.602727V1.FULL

Caching Historical Embeddings in Conversational Search

Autores: Ophir Frieder, Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto
Publicado en: ACM Transactions on the Web, Edición 18, 2024, ISSN 1559-1131
Editor: Association for Computing Machinery (ACM)
DOI: 10.48550/ARXIV.2211.14155

ChatGPT Versus Modest Large Language Models: An Extensive Study on Benefits and Drawbacks for Conversational Search

Autores: Guido Rocchietti, Cosimo Rulli, Franco Maria Nardini, Cristina Ioana Muntean, Raffaele Perego, Ophir Frieder
Publicado en: IEEE Access, Edición 13, 2025, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3529741

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

Autores: Francesco Busolin; Claudio Lucchese; Franco Maria Nardini; Salvatore Orlando; Raffaele Perego; Salvatore Trani
Publicado en: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024, ISSN 2155-0751
Editor: ACM
DOI: 10.48550/ARXIV.2408.04981

Food safety trends across Europe: insights from the 392-million-entry CompreHensive European Food Safety (CHEFS) database

Autores: Nehir Kızılilsoley, Floor van Meer, Osman Mutlu, Wouter Hoenderdaal, Rosan Hobé, Wenjuan Mu, Arjen Gerssen, H.J. van der Fels-Klerx, Ákos Jóźwiak, Ioannis Manikas, Ali Hürriyetoglu, Bas van der Velden
Publicado en: Food Control, Edición 182, 2025, ISSN 0956-7135
Editor: Elsevier BV
DOI: 10.1016/J.FOODCONT.2025.111816

Matchtigs: minimum plain text representation of kmer sets

Autores: Sebastian Schmidt; Shahbaz Khan; Jarno N. Alanko; Giulio E. Pibiri; Alexandru I. Tomescu
Publicado en: Genome Biology, Edición Vol.24, 2023, ISSN 1465-6906
Editor: SPRINGER nature
DOI: 10.1101/2021.12.15.472871

Efficient and Effective Tree-based and Neural Learning to Rank

Autores: Sebastian Bruch, Claudio Lucchese, Franco Maria Nardini
Publicado en: Foundations and Trends® in Information Retrieval, Edición Vol. 17: No. 1, 2023, ISBN 978-1-63828-198-6
Editor: Now Publishers
DOI: 10.1561/1500000071

Evaluating the Reliability of Self-explanations in Large Language Models

Autores: Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren
Publicado en: Lecture Notes in Computer Science, Discovery Science, 2025
Editor: Springer Nature Switzerland
DOI: 10.48550/ARXIV.2407.14487

Explainable AI: current status and future potential

Autores: Bas H. M. van der Velden
Publicado en: European Journal of Radiology, Edición Vol. 34, 2023, ISSN 2024-2024
Editor: European Radiology
DOI: 10.1007/s00330-023-10121-4

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