David La Barbera

27 papers A* 2A 1Misc 1Journal 13Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
A Comparative Analysis of Retrieval-Augmented Generation and Crowdsourcing for Fact-Checking.
ECIR (3)
Francesco Bombassei De Bona, David La Barbera, Stefano Mizzaro, Kevin Roitero
2025 — conf
Beyond binary classification: ranking for information access in misinformation contexts.
Ital-IA
David La Barbera, Gian Carlo Milanese, Georgios Peikos, Gabriella Pasi, Marco Viviani
2025 Misc conf
Impersonating the Crowd: Evaluating LLMs' Ability to Replicate Human Judgment in Misinformation Assessment.
ICTIR
David La Barbera, Riccardo Lunardi, Mengdie Zhuang, Kevin Roitero
2025 A* conf
The Magnitude of Truth: On Using Magnitude Estimation for Truthfulness Assessment.
SIGIR
Michael Soprano, Denis Eduard Tapu, David La Barbera, Kevin Roitero, Stefano Mizzaro
2024 J jnl
Cognitive Biases in Fact-Checking and Their Countermeasures: A Review.
Inf. Process. Manag.
Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Gianluca Demartini, Stefano Mizzaro
2024 A* conf
Combining Large Language Models and Crowdsourcing for Hybrid Human-AI Misinformation Detection.
SIGIR
Xia Zeng, David La Barbera, Kevin Roitero, Arkaitz Zubiaga, Stefano Mizzaro
2024 J jnl
Crowdsourced Fact-checking: Does It Actually Work?
Inf. Process. Manag.
David La Barbera, Eddy Maddalena, Michael Soprano, Kevin Roitero, Gianluca Demartini, Davide Ceolin, Damiano Spina, Stefano Mizzaro
2024 — conf
Enhancing Fact-Checking: From Crowdsourced Validation to Integration with Large Language Models.
IIR
Kevin Roitero, Michael Soprano, David La Barbera, Eddy Maddalena, Stefano Mizzaro
2024 J jnl
How Many Crowd Workers Do I Need? On Statistical Power when Crowdsourcing Relevance Judgments.
ACM Trans. Inf. Syst.
Kevin Roitero, David La Barbera, Michael Soprano, Gianluca Demartini, Stefano Mizzaro, Tetsuya Sakai
2024 J jnl
Report on the 14th Italian Information Retrieval Workshop (IIR 2024).
SIGIR Forum
Eddy Maddalena, Stefano Mizzaro, Kevin Roitero, Marco Viviani, David La Barbera, Sandip Modha, Gabriella Pasi, Francesca Da Ros, Michael Soprano
2024 J jnl
Report on the Hands-On PhD Course on Responsible AI from the Lens of an Information Access Researcher.
SIGIR Forum
Damiano Spina, Kevin Roitero, Stefano Mizzaro, Vincenzo Della Mea, Francesca Da Ros, Michael Soprano, Hafsa Akebli, Alex Falcon, Mehdi Fasihi, Alessio Fiorin, David La Barbera, Daniele Lizzio Bosco, Riccardo Lunardi, Alberto Marturano, Zaka-Ud-Din Muhammad, Francesco Nascimben, Moritz Nottebaum, Massimiliano Pascoli, Mihai Horia Popescu, Laura Rasotto, Mubashara Rehman, Francesco Taverna, Biagio Tomasetig, Alessandro Tremamunno
2024 J jnl
Supporting Fair and Efficient Emergency Medical Services in a Large Heterogeneous Region.
J. Heal. Informatics Res.
Francesca Da Ros, Luca Di Gaspero, Kevin Roitero, David La Barbera, Stefano Mizzaro, Vincenzo Della Mea, Francesca Valent, Laura Deroma
2024 A conf
The Elusiveness of Detecting Political Bias in Language Models.
CIKM
Riccardo Lunardi, David La Barbera, Kevin Roitero
2023 J jnl
Combining Human and Machine Confidence in Truthfulness Assessment.
ACM J. Data Inf. Qual.
Yunke Qu, Kevin Roitero, David La Barbera, Damiano Spina, Stefano Mizzaro, Gianluca Demartini
2023 J jnl
Combining human intelligence and machine learning for fact-checking: Towards a hybrid human-in-the-loop framework.
Intelligenza Artificiale
David La Barbera, Kevin Roitero, Stefano Mizzaro
2023 — conf
Fact-Checking at Scale with Crowdsourcing: Experiments and Lessons Learned.
IIR
David La Barbera, Michael Soprano, Kevin Roitero, Eddy Maddalena, Stefano Mizzaro
2022 — conf
A Hybrid Human-In-The-Loop Framework for Fact Checking.
NL4AI@AI*IA
David La Barbera, Kevin Roitero, Stefano Mizzaro
2022 — conf
A Multi-objective Biased Random-Key Genetic Algorithm for the Siting of Emergency Vehicles.
MIC
Francesca Da Ros, Luca Di Gaspero, David La Barbera, Vincenzo Della Mea, Kevin Roitero, Laura Deroma, Sabrina Licata, Francesca Valent
2022 — conf
BUM at CheckThat!-2022: A Composite Deep Learning Approach to Fake News Detection using Evidence Retrieval.
CLEF (Working Notes)
David La Barbera, Kevin Roitero, Joel Mackenzie, Damiano Spina, Gianluca Demartini, Stefano Mizzaro
2022 J jnl
HEROHE Challenge: Predicting HER2 Status in Breast Cancer from Hematoxylin-Eosin Whole-Slide Imaging.
J. Imaging
Eduardo Conde-Sousa, João Vale, Ming Feng, Kele Xu, Yin Wang, Vincenzo Della Mea, David La Barbera, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Andreas Turzynski, Jacob Gildenblat, Eldad Klaiman, Yiyu Hong, Guilherme Aresta, Teresa Araújo, Paulo Aguiar, Catarina Eloy, António Polónia
2022 — conf
The Effects of Crowd Worker Biases in Fact-Checking Tasks.
FAccT
Tim Draws, David La Barbera, Michael Soprano, Kevin Roitero, Davide Ceolin, Alessandro Checco, Stefano Mizzaro
2021 — conf
A Software Simulator for Optimizing Ambulance Location and Response Time: A Preliminary Report.
ICDH
David La Barbera, Kevin Roitero, Stefano Mizzaro, Vincenzo Della Mea, Francesca Valent
2021 J jnl
HEROHE Challenge: assessing HER2 status in breast cancer without immunohistochemistry or in situ hybridization.
CoRR
Eduardo Conde-Sousa, João Vale, Ming Feng, Kele Xu, Yin Wang, Vincenzo Della Mea, David La Barbera, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Andreas Turzynski, Jacob Gildenblat, Eldad Klaiman, Yiyu Hong, Guilherme Aresta, Teresa Araújo, Paulo Aguiar, Catarina Eloy, António Polónia
2021 J jnl
The Many Dimensions of Truthfulness: Crowdsourcing Misinformation Assessments on a Multidimensional Scale.
CoRR
Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Stefano Mizzaro, Gianluca Demartini
2021 J jnl
The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale.
Inf. Process. Manag.
Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Stefano Mizzaro, Gianluca Demartini
2020 — conf
Crowdsourcing Truthfulness: The Impact of Judgment Scale and Assessor Bias.
ECIR (2)
David La Barbera, Kevin Roitero, Gianluca Demartini, Stefano Mizzaro, Damiano Spina
2020 J jnl
Detection of HER2 from Haematoxylin-Eosin Slides Through a Cascade of Deep Learning Classifiers via Multi-Instance Learning.
J. Imaging
David La Barbera, António Polónia, Kevin Roitero, Eduardo Conde-Sousa, Vincenzo Della Mea