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Guglielmo Faggioli

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affiliation: University of Padova, Italy

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2020 – today

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2024
[j13]
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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): 16 (2024)
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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): 31-34 (2024)
[j11]
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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): 1-11 (2024)
[c54]
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Francesco Luigi De Faveri, Guglielmo Faggioli, Nicola Ferro:
pyPANTERA: A Python PAckage for Natural language obfuscaTion Enforcing pRivacy & Anonymization. CIKM 2024: 5348-5353
[c53]
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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:
Intelligent Disease Progression Prediction: Overview of iDPP@CLEF 2024. CLEF (2) 2024: 118-139
[c52]
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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: 1312-1331
[c51]
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Guglielmo Faggioli, Nicola Ferro:
Query Obfuscation for Information Retrieval Through Differential Privacy. ECIR (1) 2024: 278-294
[c50]
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Francesco Luigi De Faveri, Guglielmo Faggioli, Nicola Ferro:
Beyond the Parameters: Measuring Actual Privacy in Obfuscated Texts. IIR 2024: 53-57
[c49]
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Tommaso Di Noia, Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Fedelucio Narducci, Raffaele Perego, Giuseppe Santucci:
The CAMEO Project: A Holistic View for Conversational Agents. IIR 2024: 107-110
[c48]
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Guglielmo Faggioli, Nicola Ferro, Raffaele Perego, Nicola Tonellotto:
Turning on a DIME: Estimating Dimension Importance for Dense Information Retrieval. IIR 2024: 115-118
[c47]
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Marco Alessio, Guglielmo Faggioli, Nicola Ferro, Franco Maria Nardini, Raffaele Perego:
Improving RAG Systems via Sentence Clustering and Reordering. IR-RAG@SIGIR 2024: 34-43
[c46]
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Guglielmo Faggioli, Nicola Ferro:
Evaluating Differential Privacy Approaches for Information Retrieval. IRCDL 2024: 41-46
[c45]
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Hossein A. Rahmani, Emine Yilmaz, Nick Craswell, Bhaskar Mitra, Paul Thomas, Charles L. A. Clarke, Mohammad Aliannejadi, Clemencia Siro, Guglielmo Faggioli:
LLMJudge: LLMs for Relevance Judgments. LLM4Eval@SIGIR 2024: 1-3
[c44]
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Tommaso Di Noia, Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Fedelucio Narducci, Raffaele Perego, Giuseppe Santucci:
CAMEO: Fostering Joint Conversational Search and Recommendation. SEBD 2024: 290-301
[c43]
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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: 401-411
[c42]
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Guglielmo Faggioli, Nicola Ferro, Raffaele Perego, Nicola Tonellotto:
Dimension Importance Estimation for Dense Information Retrieval. SIGIR 2024: 1318-1328
[c41]
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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: 3040-3043
[c40]
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Oleg Zendel, Maik Fröbe, Guglielmo Faggioli:
QPPTK@TIREx: Simplified Query Performance Prediction for Ad-Hoc Retrieval Experiments. WOWS@ECIR 2024: 50-62
[e13]
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Guglielmo Faggioli, Nicola Ferro, Petra Galuscáková, Alba García Seco de Herrera:
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024. CEUR Workshop Proceedings 3740, CEUR-WS.org 2024 [contents]
[e12]
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Lorraine Goeuriot, Philippe Mulhem, Georges Quénot, Didier Schwab, Giorgio Maria Di Nunzio, Laure Soulier, Petra Galuscáková, Alba García Seco de Herrera, Guglielmo Faggioli, Nicola Ferro:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 15th International Conference of the CLEF Association, CLEF 2024, Grenoble, France, September 9-12, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14958, Springer 2024, ISBN 978-3-031-71735-2 [contents]
[e11]
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Lorraine Goeuriot, Philippe Mulhem, Georges Quénot, Didier Schwab, Giorgio Maria Di Nunzio, Laure Soulier, Petra Galuscáková, Alba García Seco de Herrera, Guglielmo Faggioli, Nicola Ferro:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 15th International Conference of the CLEF Association, CLEF 2024, Grenoble, France, September 9-12, 2024, Proceedings, Part II. Lecture Notes in Computer Science 14959, Springer 2024, ISBN 978-3-031-71907-3 [contents]
[e10]
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Clemencia Siro, Mohammad Aliannejadi, Hossein A. Rahmani, Nick Craswell, Charles L. A. Clarke, Guglielmo Faggioli, Bhaskar Mitra, Paul Thomas, Emine Yilmaz:
Proceedings of The First Workshop on Large Language Models for Evaluation in Information Retrieval (LLM4Eval 2024) co-located with 10th International Conference on Online Publishing (SIGIR 2024), Washington D.C., USA, July 18, 2024. CEUR Workshop Proceedings 3752, CEUR-WS.org 2024 [contents]
[i7]
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  - journals/corr/abs-2405-09306
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Francesco Luigi De Faveri, Guglielmo Faggioli, Nicola Ferro:
Words Blending Boxes. Obfuscating Queries in Information Retrieval using Differential Privacy. CoRR abs/2405.09306 (2024)
[i6]
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  - journals/corr/abs-2408-05388
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Hossein A. Rahmani, Clemencia Siro, Mohammad Aliannejadi, Nick Craswell, Charles L. A. Clarke, Guglielmo Faggioli, Bhaskar Mitra, Paul Thomas, Emine Yilmaz:
Report on the 1st Workshop on Large Language Model for Evaluation in Information Retrieval (LLM4Eval 2024) at SIGIR 2024. CoRR abs/2408.05388 (2024)
[i5]
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  - journals/corr/abs-2408-08896
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Hossein A. Rahmani, Emine Yilmaz, Nick Craswell, Bhaskar Mitra, Paul Thomas, Charles L. A. Clarke, Mohammad Aliannejadi, Clemencia Siro, Guglielmo Faggioli:
LLMJudge: LLMs for Relevance Judgments. CoRR abs/2408.08896 (2024)
2023
[j10]
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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): 7:1-7:28 (2023)
[j9]
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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): 12:1-12:7 (2023)
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Guglielmo Faggioli:
Modelling and Explaining IR System Performance Towards Predictive Evaluation. SIGIR Forum 57(1): 15:1-15:2 (2023)
[j7]
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Guglielmo Faggioli, Antonio Ferrara, Franco Maria Nardini, Nicola Tonellotto:
Report on the 13th Italian Information Retrieval Workshop (IIR 2023). SIGIR Forum 57(2): 8:1-8:12 (2023)
[j6]
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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): 16:1-16:16 (2023)
[c39]
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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: 343-369
[c38]
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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: 1123-1164
[c37]
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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: 232-248
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Guglielmo Faggioli, Nicola Ferro, Josiane Mothe, Fiana Raiber:
QPP++ 2023: Query-Performance Prediction and Its Evaluation in New Tasks. ECIR (3) 2023: 388-391
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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: 39-50
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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: 51-63
[c33]
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Guglielmo Faggioli, Nicola Ferro, Cristina Ioana Muntean, Raffaele Perego, Nicola Tonellotto:
A Spatial Approach to Predict Performance of Conversational Search Systems. IIR 2023: 41-46
[c32]
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Giorgio Maria Di Nunzio, Guglielmo Faggioli, Stefano Marchesin:
An Analysis of a Methodology and Experimental Results for the Retrieval of Clinical Trials. IIR 2023: 53-57
[c31]
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Guglielmo Faggioli, Nicola Ferro, Norbert Fuhr:
IR Systems Evaluation via Generalized Linear Models. IIR 2023: 105-110
[c30]
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Marco Alessio, Guglielmo Faggioli, Nicola Ferro:
A Modular Framework for Conversational Search Reproducible Experimentation. SEBD 2023: 349-359
[c29]
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Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski:
On the Limitations of Query Performance Prediction for Neural IR. SEBD 2023: 379-390
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Guglielmo Faggioli, Nicola Ferro, Cristina Ioana Muntean, Raffaele Perego, Nicola Tonellotto:
A Geometric Framework for Query Performance Prediction in Conversational Search. SIGIR 2023: 1355-1365
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Marco Alessio, Guglielmo Faggioli, Nicola Ferro:
DECAF: A Modular and Extensible Conversational Search Framework. SIGIR 2023: 3075-3085
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Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, Michalis Vlachos:
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023. CEUR Workshop Proceedings 3497, CEUR-WS.org 2023 [contents]
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Avi Arampatzis, Evangelos Kanoulas, Theodora Tsikrika, Stefanos Vrochidis, Anastasia Giachanou, Dan Li, Mohammad Aliannejadi, Michalis Vlachos, Guglielmo Faggioli, Nicola Ferro:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 14th International Conference of the CLEF Association, CLEF 2023, Thessaloniki, Greece, September 18-21, 2023, Proceedings. Lecture Notes in Computer Science 14163, Springer 2023, ISBN 978-3-031-42447-2 [contents]
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Guglielmo Faggioli, Nicola Ferro, Josiane Mothe, Fiana Raiber:
Proceedings of the The QPP++ 2023: Query Performance Prediction and Its Evaluation in New Tasks Workshop co-located with The 45th European Conference on Information Retrieval ( ECIR), Dublin, Ireland, April 6th, 2023. CEUR Workshop Proceedings 3366, CEUR-WS.org 2023 [contents]
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Franco Maria Nardini, Nicola Tonellotto, Guglielmo Faggioli, Antonio Ferrara:
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), Pisa, Italy, June 8-9, 2023. CEUR Workshop Proceedings 3448, CEUR-WS.org 2023 [contents]
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Diego Calvanese, Claudia Diamantini, Guglielmo Faggioli, Nicola Ferro, Stefano Marchesin, Gianmaria Silvello, Letizia Tanca:
Proceedings of the 31st Symposium of Advanced Database Systems, Galzingano Terme, Italy, July 2nd to 5th, 2023. CEUR Workshop Proceedings 3478, CEUR-WS.org 2023 [contents]
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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:
iDPP@CLEF 2023 - Participants' repositories for the Intelligent Disease Prediction Progression Challenge. Zenodo, 2023
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Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski:
Query Performance Prediction for Neural IR: Are We There Yet? CoRR abs/2302.09947 (2023)
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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 abs/2304.09161 (2023)
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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): 68-154 (2023)
2022
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Mirko Polato, Guglielmo Faggioli, Fabio Aiolli:
PRL: A game theoretic large margin method for interpretable feature learning. Neurocomputing 479: 106-120 (2022)
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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): 94-122 (2022)
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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): 13:1-13:15 (2022)
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J. Shane Culpepper, Guglielmo Faggioli, Nicola Ferro, Oren Kurland:
Topic Difficulty: Collection and Query Formulation Effects. ACM Trans. Inf. Syst. 40(1): 19:1-19:36 (2022)
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Guglielmo Faggioli, Nicola Ferro, Norbert Fuhr:
Detecting Significant Differences Between Information Retrieval Systems via Generalized Linear Models. CIKM 2022: 446-456
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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: 395-422
[c24]
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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: 1130-1210
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Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Raffaele Perego, Nicola Tonellotto:
A Dependency-Aware Utterances Permutation Strategy to Improve Conversational Evaluation. ECIR (1) 2022: 184-198
[c22]
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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
[c21]
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Guglielmo Faggioli, Stefano Marchesin:
Assessing the Semantic Difficulty of Queries. IIR 2022
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Guglielmo Faggioli, Nicola Ferro:
Comparing ANOVA Approaches to Detect Significantly Different IR Systems. IIR 2022
[c19]
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Luigi De Lucia, Guglielmo Faggioli, Nicola Ferro, Fabio Orobelli:
Extracting a Unified Database from Heterogeneous Bills of Materials via Data Integration Approaches. SEBD 2022: 13-24
[c18]
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Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Raffaele Perego, Nicola Tonellotto:
Improving Conversational Evaluation via a Dependency-Aware Permutation Strategy. SEBD 2022: 375-382
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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: 2814-2824
[c16]
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Guglielmo Faggioli, Nicola Ferro, Mattia Romanello:
Question Answering-Based Query Expansion for Conversational Search: IIIA@UNIPD at TREC CAsT 2022. TREC 2022
[c15]
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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
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Guglielmo Faggioli, Nicola Ferro, Allan Hanbury, Martin Potthast:
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022. CEUR Workshop Proceedings 3180, CEUR-WS.org 2022 [contents]
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Alberto Barrón-Cedeño, Giovanni Da San Martino, Mirko Degli Esposti, Fabrizio Sebastiani, Craig Macdonald, Gabriella Pasi, Allan Hanbury, Martin Potthast, Guglielmo Faggioli, Nicola Ferro:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5-8, 2022, Proceedings. Lecture Notes in Computer Science 13390, Springer 2022, ISBN 978-3-031-13642-9 [contents]
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Maurizio Ferrari Dacrema, Fabio Moroni, Riccardo Nembrini, Nicola Ferro, Guglielmo Faggioli, Paolo Cremonesi:
Towards Feature Selection for Ranking and Classification Exploiting Quantum Annealers. CoRR abs/2205.04346 (2022)
2021
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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): 15:1-15:12 (2021)
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Guglielmo Faggioli, Stefano Marchesin:
What Makes a Query Semantically Hard? DESIRES 2021: 61-69
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Guglielmo Faggioli, Nicola Ferro:
System Effect Estimation by Sharding: A Comparison Between ANOVA Approaches to Detect Significant Differences. ECIR (2) 2021: 33-46
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Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper, Nicola Ferro, Falk Scholer:
An Enhanced Evaluation Framework for Query Performance Prediction. ECIR (1) 2021: 115-129
[c11]
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J. Shane Culpepper, Guglielmo Faggioli, Nicola Ferro, Oren Kurland:
Do Hard Topics Exist? A Statistical Analysis. IIR 2021
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Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper, Nicola Ferro, Falk Scholer:
sMARE: An Enhanced Query Performance Prediction Evaluation Approach (Discussion Paper). SEBD 2021: 235-242
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Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Raffaele Perego, Nicola Tonellotto:
Hierarchical Dependence-aware Evaluation Measures for Conversational Search. SIGIR 2021: 1935-1939
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Guglielmo Faggioli:
Enabling Performance Prediction in Information Retrieval Evaluation. SIGIR 2021: 2701
[c7]
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Giorgio Maria Di Nunzio, Guglielmo Faggioli, Stefano Marchesin:
Filter, Transform, Expand, and Fuse The IMS Unipd at TREC 2021 Clinical Trials. TREC 2021
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Guglielmo Faggioli, Nicola Ferro, Alexis Joly, Maria Maistro, Florina Piroi:
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021. CEUR Workshop Proceedings 2936, CEUR-WS.org 2021 [contents]
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K. Selçuk Candan, Bogdan Ionescu, Lorraine Goeuriot, Birger Larsen, Henning Müller, Alexis Joly, Maria Maistro, Florina Piroi, Guglielmo Faggioli, Nicola Ferro:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21-24, 2021, Proceedings. Lecture Notes in Computer Science 12880, Springer 2021, ISBN 978-3-030-85250-4 [contents]
2020
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Guglielmo Faggioli, Mirko Polato, Fabio Aiolli:
Recency Aware Collaborative Filtering for Next Basket Recommendation. UMAP 2020: 80-87

2010 – 2019

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2019
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Guglielmo Faggioli, Mirko Polato, Ivano Lauriola, Fabio Aiolli:
Evaluation of Tag Clusterings for User Profiling in Movie Recommendation. ICANN (Workshop) 2019: 456-468
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Mirko Polato, Guglielmo Faggioli, Ivano Lauriola, Fabio Aiolli:
Playing the Large Margin Preference Game. ICANN (2) 2019: 792-804
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Ivano Lauriola, Mirko Polato, Guglielmo Faggioli, Fabio Aiolli:
A Preference-Learning Framework for Modeling Relational Data. INNSBDDL 2019: 359-369
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Guglielmo Faggioli, Mirko Polato, Fabio Aiolli:
Tag-Based User Profiling: A Game Theoretic Approach. UMAP (Adjunct Publication) 2019: 267-271
2018
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Guglielmo Faggioli, Mirko Polato, Fabio Aiolli:
Efficient Similarity Based Methods For The Playlist Continuation Task. RecSys Challenge 2018: 15:1-15:6

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