Guglielmo Faggioli

Orcid: 0000-0002-5070-2049

Affiliations:
  • University of Padova, Italy


According to our database1, Guglielmo Faggioli authored at least 66 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
An extensible and unifying approach to retrospective clinical data modeling: the BrainTeaser Ontology.
J. Biomed. Semant., December, 2024

Report on the Collab-a-Thon at ECIR 2024.
SIGIR Forum, June, 2024

Who Determines What Is Relevant? Humans or AI? Why Not Both?
Commun. ACM, April, 2024

Report on the 1st Workshop on Large Language Model for Evaluation in Information Retrieval (LLM4Eval 2024) at SIGIR 2024.
CoRR, 2024

Words Blending Boxes. Obfuscating Queries in Information Retrieval using Differential Privacy.
CoRR, 2024

QPPTK@TIREx: Simplified Query Performance Prediction for Ad-Hoc Retrieval Experiments.
Proceedings of the first International Workshop on Open Web Search co-located with the 46th European Conference on Information Retrieval ECIR 2024, 2024

LLM4Eval: Large Language Model for Evaluation in IR.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

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

CAMEO: Fostering Joint Conversational Search and Recommendation.
Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

"Dead or Alive, we can deny it". A Differentially Private Approach to Survival Analysis.
Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

LLMJudge: LLMs for Relevance Judgments.
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), 2024

Evaluating Differential Privacy Approaches for Information Retrieval.
Proceedings of the 20th Conference on Information and Research science Connecting to Digital and Library science (formerly the Italian Research Conference on Digital Libraries), Bressanone, Brixen, Italy, 2024

Query Obfuscation for Information Retrieval Through Differential Privacy.
Proceedings of the Advances in Information Retrieval, 2024



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

Report on the 14th Conference and Labs of the Evaluation Forum (CLEF 2023): Experimental IR Meets Multilinguality, Multimodality, and Interaction.
SIGIR Forum, December, 2023


Report on the 1st Workshop on Query Performance Prediction and Its Evaluation in New Tasks (QPP++ 2023) at ECIR 2023.
SIGIR Forum, June, 2023

Modelling and Explaining IR System Performance Towards Predictive Evaluation.
SIGIR Forum, June, 2023

Report on the Dagstuhl Seminar on Frontiers of Information Access Experimentation for Research and Education.
SIGIR Forum, June, 2023

Frontiers of Information Access Experimentation for Research and Education (Dagstuhl Seminar 23031).
Dagstuhl Reports, January, 2023

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

DECAF: A Modular and Extensible Conversational Search Framework.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

On the Limitations of Query Performance Prediction for Neural IR.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

A Modular Framework for Conversational Search Reproducible Experimentation.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

An Analysis of a Methodology and Experimental Results for the Retrieval of Clinical Trials.
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

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

IR Systems Evaluation via Generalized Linear Models.
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

Towards Query Performance Prediction for Neural Information Retrieval: Challenges and Opportunities.
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

Perspectives on Large Language Models for Relevance Judgment.
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

QPP++ 2023: Query-Performance Prediction and Its Evaluation in New Tasks.
Proceedings of the Advances in Information Retrieval, 2023

Query Performance Prediction for Neural IR: Are We There Yet?
Proceedings of the Advances in Information Retrieval, 2023



2022
Report on the 13th Conference and Labs of the Evaluation Forum (CLEF 2022): Experimental IR Meets Multilinguality, Multimodality, and Interaction.
SIGIR Forum, December, 2022

Topic Difficulty: Collection and Query Formulation Effects.
ACM Trans. Inf. Syst., 2022

sMARE: a new paradigm to evaluate and understand query performance prediction methods.
Inf. Retr. J., 2022

PRL: A game theoretic large margin method for interpretable feature learning.
Neurocomputing, 2022

Summarize and Expand Queries in Clinical Trials Retrieval. The IIIA Unipd at TREC 2022 Clinical Trials.
Proceedings of the Thirty-First Text REtrieval Conference, 2022

Question Answering-Based Query Expansion for Conversational Search: IIIA@UNIPD at TREC CAsT 2022.
Proceedings of the Thirty-First Text REtrieval Conference, 2022

Towards Feature Selection for Ranking and Classification Exploiting Quantum Annealers.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Extracting a Unified Database from Heterogeneous Bills of Materials via Data Integration Approaches.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

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

Comparing ANOVA Approaches to Detect Significantly Different IR Systems.
Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

Assessing the Semantic Difficulty of Queries.
Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

Feature Selection via Quantum Annealers for Ranking and Classification Tasks.
Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

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


Overview of iDPP@CLEF 2022: The Intelligent Disease Progression Prediction Challenge.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Detecting Significant Differences Between Information Retrieval Systems via Generalized Linear Models.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Report on the 12th conference and labs of the evaluation forum (CLEF 2021): experimental IR meets multilinguality, multimodality, and interaction.
SIGIR Forum, 2021

Filter, Transform, Expand, and Fuse The IMS Unipd at TREC 2021 Clinical Trials.
Proceedings of the Thirtieth Text REtrieval Conference, 2021

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

Enabling Performance Prediction in Information Retrieval Evaluation.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

sMARE: An Enhanced Query Performance Prediction Evaluation Approach (Discussion Paper).
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Do Hard Topics Exist? A Statistical Analysis.
Proceedings of the 11th Italian Information Retrieval Workshop 2021, 2021

An Enhanced Evaluation Framework for Query Performance Prediction.
Proceedings of the Advances in Information Retrieval, 2021

System Effect Estimation by Sharding: A Comparison Between ANOVA Approaches to Detect Significant Differences.
Proceedings of the Advances in Information Retrieval, 2021

What Makes a Query Semantically Hard?
Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, 2021

2020
Recency Aware Collaborative Filtering for Next Basket Recommendation.
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020

2019
Tag-Based User Profiling: A Game Theoretic Approach.
Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019

A Preference-Learning Framework for Modeling Relational Data.
Proceedings of the Recent Advances in Big Data and Deep Learning, 2019

Playing the Large Margin Preference Game.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

Evaluation of Tag Clusterings for User Profiling in Movie Recommendation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018
Efficient Similarity Based Methods For The Playlist Continuation Task.
Proceedings of the ACM Recommender Systems Challenge, 2018


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