Guglielmo Faggioli

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 65

Top Topics

Movie Recommendation

Query Performance Prediction

Differential Privacy

Evaluation Framework

Top Venues

Publications

Guglielmo Faggioli, Laura Dietz, Charles L. A. Clarke, Gianluca Demartini, Matthias Hagen, Claudia Hauff, Noriko Kando, Evangelos Kanoulas, Martin Potthast, Benno Stein, Henning Wachsmuth
Who Determines What Is Relevant? Humans or AI? Why Not Both? Commun. ACM 67 (4) (2024)
Giovanni Birolo, Pietro Bosoni, Guglielmo Faggioli, Helena Aidos, Roberto Bergamaschi, Paola Cavalla, Adriano Chiò, Arianna Dagliati, Mamede de Carvalho, Giorgio Maria Di Nunzio, Piero Fariselli, Jose Manuel García Dominguez, Marta Gromicho, Alessandro Guazzo, Enrico Longato, Sara C. Madeira, Umberto Manera, Stefano Marchesin, Laura Menotti, Gianmaria Silvello, Eleonora Tavazzi, Erica Tavazzi, Isotta Trescato, Martina Vettoretti, Barbara Di Camillo, Nicola Ferro
Overview of iDPP@CLEF 2024: The Intelligent Disease Progression Prediction Challenge. CLEF (Working Notes) (2024)
Guglielmo Faggioli, Nicola Ferro
Query Obfuscation for Information Retrieval Through Differential Privacy. ECIR (1) (2024)
Sean MacAvaney, Adam Roegiest, Aldo Lipani, Andrew Parry, Björn Engelmann, Christin Katharina Kreutz, Chuan Meng, Erlend Frayling, Eugene Yang, Ferdinand Schlatt, Guglielmo Faggioli, Harrisen Scells, Iana Atanassova, Jana Friese, Janek Bevendorff, Javier Sanz-Cruzado, Johanne Trippas, Kanaad Pathak, Kaustubh D. Dhole, Leif Azzopardi, Maik Fröbe, Marc Bertin, Nishchal Prasad, Saber Zerhoudi, Shuai Wang, Shubham Chatterjee, Thomas Jänich, Udo Kruschwitz, Xi Wang, Zijun Long
Report on the Collab-a-Thon at ECIR 2024. SIGIR Forum 58 (1) (2024)
Guglielmo Faggioli, Nicola Ferro, Raffaele Perego, Nicola Tonellotto
Dimension Importance Estimation for Dense Information Retrieval. SIGIR (2024)
Francesco Luigi De Faveri, Guglielmo Faggioli, Nicola Ferro
Words Blending Boxes. Obfuscating Queries in Information Retrieval using Differential Privacy. CoRR (2024)
Tommaso Di Noia, Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Fedelucio Narducci, Raffaele Perego, Giuseppe Santucci
CAMEO: Fostering Joint Conversational Search and Recommendation. SEBD (2024)
Guglielmo Faggioli, Nicola Ferro
Evaluating Differential Privacy Approaches for Information Retrieval. IRCDL (2024)
Guglielmo Faggioli, Laura Menotti, Stefano Marchesin, Adriano Chiò, Arianna Dagliati, Mamede de Carvalho, Marta Gromicho, Umberto Manera, Eleonora Tavazzi, Giorgio Maria Di Nunzio, Gianmaria Silvello, Nicola Ferro
An extensible and unifying approach to retrospective clinical data modeling: the BrainTeaser Ontology. J. Biomed. Semant. 15 (1) (2024)
Hossein A. Rahmani, Clemencia Siro, Mohammad Aliannejadi, Nick Craswell, Charles L. A. Clarke, Guglielmo Faggioli, Bhaskar Mitra, Paul Thomas, Emine Yilmaz
LLM4Eval: Large Language Model for Evaluation in IR. SIGIR (2024)
Oleg Zendel, Maik Fröbe, Guglielmo Faggioli
QPPTK@TIREx: Simplified Query Performance Prediction for Ad-Hoc Retrieval Experiments. WOWS@ECIR (2024)
Francesco Luigi De Faveri, Guglielmo Faggioli, Nicola Ferro, Riccardo Spizzo
"Dead or Alive, we can deny it". A Differentially Private Approach to Survival Analysis. SEBD (2024)
Giorgio Maria Di Nunzio, Guglielmo Faggioli, Stefano Marchesin
An Analysis of a Methodology and Experimental Results for the Retrieval of Clinical Trials. IIR (2023)
Guglielmo Faggioli, Nicola Ferro, Cristina Ioana Muntean, Raffaele Perego, Nicola Tonellotto
A Geometric Framework for Query Performance Prediction in Conversational Search. SIGIR (2023)
Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
Query Performance Prediction for Neural IR: Are We There Yet? CoRR (2023)
Marco Alessio, Guglielmo Faggioli, Nicola Ferro
A Modular Framework for Conversational Search Reproducible Experimentation. SEBD (2023)
Christine Bauer, Ben Carterette, Nicola Ferro, Norbert Fuhr, Joeran Beel, Timo Breuer, Charles L. A. Clarke, Anita Crescenzi, Gianluca Demartini, Giorgio Maria Di Nunzio, Laura Dietz, Guglielmo Faggioli, Bruce Ferwerda, Maik Fröbe, Matthias Hagen, Allan Hanbury, Claudia Hauff, Dietmar Jannach, Noriko Kando, Evangelos Kanoulas, Bart P. Knijnenburg, Udo Kruschwitz, Meijie Li, Maria Maistro, Lien Michiels, Andrea Papenmeier, Martin Potthast, Paolo Rosso, Alan Said, Philipp Schaer, Christin Seifert, Damiano Spina, Benno Stein, Nava Tintarev, Julián Urbano, Henning Wachsmuth, Martijn C. Willemsen, Justin Zobel
Report on the Dagstuhl Seminar on Frontiers of Information Access Experimentation for Research and Education. SIGIR Forum 57 (1) (2023)
Marco Alessio, Guglielmo Faggioli, Nicola Ferro
DECAF: A Modular and Extensible Conversational Search Framework. SIGIR (2023)
Guglielmo Faggioli, Nicola Ferro, Cristina Ioana Muntean, Raffaele Perego, Nicola Tonellotto
A Spatial Approach to Predict Performance of Conversational Search Systems. IIR (2023)
Guglielmo Faggioli, Nicola Ferro, Norbert Fuhr
IR Systems Evaluation via Generalized Linear Models. IIR (2023)
Mohammad Aliannejadi, Avi Arampatzis, Guglielmo Faggioli, Nicola Ferro, Anastasia Giachanou, Evangelos Kanoulas, Dan Li, Theodora Tsikrika, Michalis Vlachos, Stefanos Vrochidis
Report on the 14th Conference and Labs of the Evaluation Forum (CLEF 2023): Experimental IR Meets Multilinguality, Multimodality, and Interaction. SIGIR Forum 57 (2) (2023)
Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
On the Limitations of Query Performance Prediction for Neural IR. SEBD (2023)
Guglielmo Faggioli, Laura Dietz, Charles L. A. Clarke, Gianluca Demartini, Matthias Hagen, Claudia Hauff, Noriko Kando, Evangelos Kanoulas, Martin Potthast, Benno Stein, Henning Wachsmuth
Perspectives on Large Language Models for Relevance Judgment. ICTIR (2023)
Guglielmo Faggioli
Modelling and Explaining IR System Performance Towards Predictive Evaluation. SIGIR Forum 57 (1) (2023)
Guglielmo Faggioli, Nicola Ferro, Josiane Mothe, Fiana Raiber, Maik Fröbe
Report on the 1st Workshop on Query Performance Prediction and Its Evaluation in New Tasks (QPP++ 2023) at ECIR 2023. SIGIR Forum 57 (1) (2023)
Guglielmo Faggioli, Alessandro Guazzo, Stefano Marchesin, Laura Menotti, Isotta Trescato, Helena Aidos, Roberto Bergamaschi, Giovanni Birolo, Paola Cavalla, Adriano Chiò, Arianna Dagliati, Mamede de Carvalho, Giorgio Maria Di Nunzio, Piero Fariselli, Jose Manuel García Dominguez, Marta Gromicho, Enrico Longato, Sara C. Madeira, Umberto Manera, Gianmaria Silvello, Eleonora Tavazzi, Erica Tavazzi, Martina Vettoretti, Barbara Di Camillo, Nicola Ferro
Overview of iDPP@CLEF 2023: The Intelligent Disease Progression Prediction Challenge. CLEF (Working Notes) (2023)
Guglielmo Faggioli, Thibault Formal, Simon Lupart, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
Towards Query Performance Prediction for Neural Information Retrieval: Challenges and Opportunities. ICTIR (2023)
Guglielmo Faggioli, Laura Dietz, Charles L. A. Clarke, Gianluca Demartini, Matthias Hagen, Claudia Hauff, Noriko Kando, Evangelos Kanoulas, Martin Potthast, Benno Stein, Henning Wachsmuth
Perspectives on Large Language Models for Relevance Judgment. CoRR (2023)
Guglielmo Faggioli, Antonio Ferrara, Franco Maria Nardini, Nicola Tonellotto
Report on the 13th Italian Information Retrieval Workshop (IIR 2023). SIGIR Forum 57 (2) (2023)
Christine Bauer, Ben Carterette, Nicola Ferro, Norbert Fuhr, Guglielmo Faggioli
Frontiers of Information Access Experimentation for Research and Education (Dagstuhl Seminar 23031). Dagstuhl Reports 13 (1) (2023)
Guglielmo Faggioli, Alessandro Guazzo, Stefano Marchesin, Laura Menotti, Isotta Trescato, Helena Aidos, Roberto Bergamaschi, Giovanni Birolo, Paola Cavalla, Adriano Chiò, Arianna Dagliati, Mamede de Carvalho, Giorgio Maria Di Nunzio, Piero Fariselli, Jose Manuel García Dominguez, Marta Gromicho, Enrico Longato, Sara C. Madeira, Umberto Manera, Gianmaria Silvello, Eleonora Tavazzi, Erica Tavazzi, Martina Vettoretti, Barbara Di Camillo, Nicola Ferro
Intelligent Disease Progression Prediction: Overview of iDPP@CLEF 2023. CLEF (2023)
Guglielmo Faggioli, Nicola Ferro, Josiane Mothe, Fiana Raiber
QPP++ 2023: Query-Performance Prediction and Its Evaluation in New Tasks. ECIR (3) (2023)
Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
Query Performance Prediction for Neural IR: Are We There Yet? ECIR (1) (2023)
J. Shane Culpepper, Guglielmo Faggioli, Nicola Ferro, Oren Kurland
Topic Difficulty: Collection and Query Formulation Effects. ACM Trans. Inf. Syst. 40 (1) (2022)
Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Raffaele Perego, Nicola Tonellotto
A Dependency-Aware Utterances Permutation Strategy to Improve Conversational Evaluation. ECIR (1) (2022)
Maurizio Ferrari Dacrema, Fabio Moroni, Riccardo Nembrini, Nicola Ferro, Guglielmo Faggioli, Paolo Cremonesi
Towards Feature Selection for Ranking and Classification Exploiting Quantum Annealers. SIGIR (2022)
Maurizio Ferrari Dacrema, Fabio Moroni, Riccardo Nembrini, Nicola Ferro, Guglielmo Faggioli, Paolo Cremonesi
Feature Selection via Quantum Annealers for Ranking and Classification Tasks. IIR (2022)
Mirko Polato, Guglielmo Faggioli, Fabio Aiolli
PRL: A game theoretic large margin method for interpretable feature learning. Neurocomputing 479 (2022)
Guglielmo Faggioli, Nicola Ferro, Norbert Fuhr
Detecting Significant Differences Between Information Retrieval Systems via Generalized Linear Models. CIKM (2022)
Alessandro Guazzo, Isotta Trescato, Enrico Longato, Enidia Hazizaj, Dennis Dosso, Guglielmo Faggioli, Giorgio Maria Di Nunzio, Gianmaria Silvello, Martina Vettoretti, Erica Tavazzi, Chiara Roversi, Piero Fariselli, Sara C. Madeira, Mamede de Carvalho, Marta Gromicho, Adriano Chiò, Umberto Manera, Arianna Dagliati, Giovanni Birolo, Helena Aidos, Barbara Di Camillo, Nicola Ferro
Intelligent Disease Progression Prediction: Overview of iDPP@CLEF 2022. CLEF (2022)
Guglielmo Faggioli, Stefano Marchesin
Assessing the Semantic Difficulty of Queries. IIR (2022)
Guglielmo Faggioli, Nicola Ferro, Mattia Romanello
Question Answering-Based Query Expansion for Conversational Search: IIIA@UNIPD at TREC CAsT 2022. TREC (2022)
Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Raffaele Perego, Nicola Tonellotto
Improving Conversational Evaluation via a Dependency-Aware Permutation Strategy. SEBD (2022)
Guglielmo Faggioli, Nicola Ferro
Comparing ANOVA Approaches to Detect Significantly Different IR Systems. IIR (2022)
Maurizio Ferrari Dacrema, Fabio Moroni, Riccardo Nembrini, Nicola Ferro, Guglielmo Faggioli, Paolo Cremonesi
Towards Feature Selection for Ranking and Classification Exploiting Quantum Annealers. CoRR (2022)
Alberto Barrón-Cedeño, Giovanni Da San Martino, Mirko Degli Esposti, Guglielmo Faggioli, Nicola Ferro, Allan Hanbury, Craig Macdonald, Gabriella Pasi, Martin Potthast, Fabrizio Sebastiani
Report on the 13th Conference and Labs of the Evaluation Forum (CLEF 2022): Experimental IR Meets Multilinguality, Multimodality, and Interaction. SIGIR Forum 56 (2) (2022)
Luigi De Lucia, Guglielmo Faggioli, Nicola Ferro, Fabio Orobelli
Extracting a Unified Database from Heterogeneous Bills of Materials via Data Integration Approaches. SEBD (2022)
Giorgio Maria Di Nunzio, Guglielmo Faggioli, Stefano Marchesin
Summarize and Expand Queries in Clinical Trials Retrieval. The IIIA Unipd at TREC 2022 Clinical Trials. TREC (2022)
Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper, Nicola Ferro, Falk Scholer
sMARE: a new paradigm to evaluate and understand query performance prediction methods. Inf. Retr. J. 25 (2) (2022)
Alessandro Guazzo, Isotta Trescato, Enrico Longato, Enidia Hazizaj, Dennis Dosso, Guglielmo Faggioli, Giorgio Maria Di Nunzio, Gianmaria Silvello, Martina Vettoretti, Erica Tavazzi, Chiara Roversi, Piero Fariselli, Sara C. Madeira, Mamede de Carvalho, Marta Gromicho, Adriano Chiò, Umberto Manera, Arianna Dagliati, Giovanni Birolo, Helena Aidos, Barbara Di Camillo, Nicola Ferro
Overview of iDPP@CLEF 2022: The Intelligent Disease Progression Prediction Challenge. CLEF (Working Notes) (2022)
J. Shane Culpepper, Guglielmo Faggioli, Nicola Ferro, Oren Kurland
Do Hard Topics Exist? A Statistical Analysis. IIR (2021)
Guglielmo Faggioli, Stefano Marchesin
What Makes a Query Semantically Hard? DESIRES (2021)
K. Selçuk Candan, Guglielmo Faggioli, Nicola Ferro, Lorraine Goeuriot, Bogdan Ionescu, Alexis Joly, Birger Larsen, Maria Maistro, Henning Müller, Florina Piroi
Report on the 12th conference and labs of the evaluation forum (CLEF 2021): experimental IR meets multilinguality, multimodality, and interaction. SIGIR Forum 55 (2) (2021)
Guglielmo Faggioli
Enabling Performance Prediction in Information Retrieval Evaluation. SIGIR (2021)
Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper, Nicola Ferro, Falk Scholer
An Enhanced Evaluation Framework for Query Performance Prediction. ECIR (1) (2021)
Guglielmo Faggioli, Nicola Ferro
System Effect Estimation by Sharding: A Comparison Between ANOVA Approaches to Detect Significant Differences. ECIR (2) (2021)
Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Raffaele Perego, Nicola Tonellotto
Hierarchical Dependence-aware Evaluation Measures for Conversational Search. SIGIR (2021)
Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper, Nicola Ferro, Falk Scholer
sMARE: An Enhanced Query Performance Prediction Evaluation Approach (Discussion Paper). SEBD (2021)
Giorgio Maria Di Nunzio, Guglielmo Faggioli, Stefano Marchesin
Filter, Transform, Expand, and Fuse The IMS Unipd at TREC 2021 Clinical Trials. TREC (2021)
Guglielmo Faggioli, Mirko Polato, Fabio Aiolli
Recency Aware Collaborative Filtering for Next Basket Recommendation. UMAP (2020)
Mirko Polato, Guglielmo Faggioli, Ivano Lauriola, Fabio Aiolli
Playing the Large Margin Preference Game. ICANN (2) (2019)
Guglielmo Faggioli, Mirko Polato, Ivano Lauriola, Fabio Aiolli
Evaluation of Tag Clusterings for User Profiling in Movie Recommendation. ICANN (Workshop) (2019)
Ivano Lauriola, Mirko Polato, Guglielmo Faggioli, Fabio Aiolli
A Preference-Learning Framework for Modeling Relational Data. INNSBDDL (2019)
Guglielmo Faggioli, Mirko Polato, Fabio Aiolli
Tag-Based User Profiling: A Game Theoretic Approach. UMAP (Adjunct Publication) (2019)
Guglielmo Faggioli, Mirko Polato, Fabio Aiolli
Efficient Similarity Based Methods For The Playlist Continuation Task. RecSys Challenge (2018)