Leveraging LLMs for Energy Forecasting: The AcegasApsAmga Case Study. - Roitero, Kevin; Zancola, Andrea; Mea, Vincenzo Della; Mizzaro, Stefano (2025)

A Comparative Analysis of Retrieval-Augmented Generation and Crowdsourcing for Fact-Checking. - Bona, Francesco Bombassei De; Barbera, David La; Mizzaro, Stefano; Roitero, Kevin (2025)

Probing LLMs on Optimization Problems: Can They Recall and Interpret Problem Features? - Ros, Francesca Da; Gaspero, Luca Di; Roitero, Kevin (2025)

Benchmarking Feature Extractors for Prostate Cancer Detection Using Graph Attention Networks: A Focus on Foundation Models. - Akebli, Hafsa; Mea, Vincenzo Della; Roitero, Kevin (2025)

The Magnitude of Truth: On Using Magnitude Estimation for Truthfulness Assessment. - Soprano, Michael; Tapu, Denis Eduard; Barbera, David La; Roitero, Kevin; Mizzaro, Stefano (2025)

Efficiency and Effectiveness of LLM-Based Summarization of Evidence in Crowdsourced Fact-Checking. - Roitero, Kevin; Wright, Dustin; Soprano, Michael; Augenstein, Isabelle; Mizzaro, Stefano (2025)

PILs of Knowledge: A Synthetic Benchmark for Evaluating Question Answering Systems in Healthcare. - Lunardi, Riccardo; Soprano, Michael; Coppola, Paolo; Mea, Vincenzo Della; Mizzaro, Stefano; Roitero, Kevin (2025)

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas. - Bernardelle, Pietro; Fröhling, Leon; Civelli, Stefano; Lunardi, Riccardo; Roitero, Kevin; Demartini, Gianluca (2025)

Collecting Cost-Effective, High-Quality Truthfulness Assessments with LLM Summarized Evidence. - Roitero, Kevin; Wright, Dustin; Soprano, Michael; Augenstein, Isabelle; Mizzaro, Stefano (CoRR, 2025)

Geospatial Mechanistic Interpretability of Large Language Models. - Sabbata, Stefano De; Mizzaro, Stefano; Roitero, Kevin (CoRR, 2025)

Large Language Models for Combinatorial Optimization: A Systematic Review. - Ros, Francesca Da; Soprano, Michael; Gaspero, Luca Di; Roitero, Kevin (CoRR, 2025)

Data Bias Management. - Demartini, Gianluca; Roitero, Kevin; Mizzaro, Stefano (Commun. ACM, 2024)

Cognitive Biases in Fact-Checking and Their Countermeasures: A Review. - Soprano, Michael; Roitero, Kevin; Barbera, David La; Ceolin, Davide; Spina, Damiano; Demartini, Gianluca; Mizzaro, Stefano (Inf. Process. Manag., 2024)

Crowdsourced Fact-checking: Does It Actually Work? - Barbera, David La; Maddalena, Eddy; Soprano, Michael; Roitero, Kevin; Demartini, Gianluca; Ceolin, Davide; Spina, Damiano; Mizzaro, Stefano (Inf. Process. Manag., 2024)

Supporting Fair and Efficient Emergency Medical Services in a Large Heterogeneous Region. - Ros, Francesca Da; Gaspero, Luca Di; Roitero, Kevin; Barbera, David La; Mizzaro, Stefano; Mea, Vincenzo Della; Valent, Francesca; Deroma, Laura (J. Heal. Informatics Res., 2024)

Optimizing Vision Transformers for Histopathology: Pretraining and Normalization in Breast Cancer Classification. - Baroni, Giulia Lucrezia; Rasotto, Laura; Roitero, Kevin; Tulisso, Angelica; Loreto, Carla Di; Mea, Vincenzo Della (J. Imaging, 2024)

Report on the 14th Italian Information Retrieval Workshop (IIR 2024). - Maddalena, Eddy; Mizzaro, Stefano; Roitero, Kevin; Viviani, Marco; Barbera, David La; Modha, Sandip; Pasi, Gabriella; Ros, Francesca Da; Soprano, Michael (SIGIR Forum, 2024)

Report on the Hands-On PhD Course on Responsible AI from the Lens of an Information Access Researcher. - Spina, Damiano; Roitero, Kevin; Mizzaro, Stefano; Mea, Vincenzo Della; Ros, Francesca Da; Soprano, Michael; Akebli, Hafsa; Falcon, Alex; Fasihi, Mehdi; Fiorin, Alessio; Barbera, David La; Bosco, Daniele Lizzio; et al. (SIGIR Forum, 2024)

How Many Crowd Workers Do I Need? On Statistical Power when Crowdsourcing Relevance Judgments. - Roitero, Kevin; Barbera, David La; Soprano, Michael; Demartini, Gianluca; Mizzaro, Stefano; Sakai, Tetsuya (ACM Trans. Inf. Syst., 2024)

Longitudinal Loyalty: Understanding The Barriers To Running Longitudinal Studies On Crowdsourcing Platforms. - Soprano, Michael; Roitero, Kevin; Gadiraju, Ujwal; Maddalena, Eddy; Demartini, Gianluca (ACM Trans. Soc. Comput., 2024)

The Elusiveness of Detecting Political Bias in Language Models. - Lunardi, Riccardo; Barbera, David La; Roitero, Kevin (2024)

Generative AI for Energy: Multi-Horizon Power Consumption Forecasting using Large Language Models. - Roitero, Kevin; D'Abrosca, Gianluca; Zancola, Andrea; Mea, Vincenzo Della; Mizzaro, Stefano (2024)

Enhancing Fact-Checking: From Crowdsourced Validation to Integration with Large Language Models. - Roitero, Kevin; Soprano, Michael; Barbera, David La; Maddalena, Eddy; Mizzaro, Stefano (2024)

Crowdsourcing Statement Classification to Enhance Information Quality Prediction. - Singh, Jaspreet; Soprano, Michael; Roitero, Kevin; Ceolin, Davide (2024)

Combining Large Language Models and Crowdsourcing for Hybrid Human-AI Misinformation Detection. - Zeng, Xia; Barbera, David La; Roitero, Kevin; Zubiaga, Arkaitz; Mizzaro, Stefano (2024)

Proceedings of the 14th Italian Information Retrieval Workshop, Udine, Italy, September 5-6, 2024 (CEUR-WS.org, 2024)

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas. - Bernardelle, Pietro; Fröhling, Leon; Civelli, Stefano; Lunardi, Riccardo; Roitero, Kevin; Demartini, Gianluca (CoRR, 2024)

Detection of Wastewater Pollution Through Natural Language Generation With a Low-Cost Sensing Platform. - Roitero, Kevin; Portelli, Beatrice; Serra, Giuseppe; Mea, Vincenzo Della; Mizzaro, Stefano; Cerro, Gianni; Vitelli, Michele; Molinara, Mario (IEEE Access, 2023)

Combining human intelligence and machine learning for fact-checking: Towards a hybrid human-in-the-loop framework. - Barbera, David La; Roitero, Kevin; Mizzaro, Stefano (Intelligenza Artificiale, 2023)

A Neural Model to Jointly Predict and Explain Truthfulness of Statements. - Brand, Erik; Roitero, Kevin; Soprano, Michael; Rahimi, Afshin; Demartini, Gianluca (ACM J. Data Inf. Qual., 2023)

Combining Human and Machine Confidence in Truthfulness Assessment. - Qu, Yunke; Roitero, Kevin; Barbera, David La; Spina, Damiano; Mizzaro, Stefano; Demartini, Gianluca (ACM J. Data Inf. Qual., 2023)

Can the crowd judge truthfulness? A longitudinal study on recent misinformation about COVID-19. - Roitero, Kevin; Soprano, Michael; Portelli, Beatrice; Luise, Massimiliano De; Spina, Damiano; Mea, Vincenzo Della; Serra, Giuseppe; Mizzaro, Stefano; Demartini, Gianluca (Pers. Ubiquitous Comput., 2023)

Vision Transformers for Breast Cancer Histology Image Classification. - Baroni, Giulia Lucrezia; Rasotto, Laura; Roitero, Kevin; Siraj, Ameer Hamza; Mea, Vincenzo Della (2023)

Predicting Crowd Workers Performance: An Information Quality Case. - Ceolin, Davide; Roitero, Kevin; Guo, Furong (2023)

Fact-Checking at Scale with Crowdsourcing: Experiments and Lessons Learned. - Barbera, David La; Soprano, Michael; Roitero, Kevin; Maddalena, Eddy; Mizzaro, Stefano (2023)

Towards a Conversational-Based Agent for Health Services. - Soprano, Michael; Roitero, Kevin; Mea, Vincenzo Della; Mizzaro, Stefano (2023)

Automated ICF Coding of Rehabilitation Notes for Low-Resource Languages via Continual Training of Language Models. - Roitero, Kevin; Martinuzzi, Andrea; Armellin, Maria Teresa; Paparella, Gabriella; Maniero, Alberto; Mea, Vincenzo Della (2023)

Data Bias Management. - Demartini, Gianluca; Roitero, Kevin; Mizzaro, Stefano (CoRR, 2023)

Task design in complex crowdsourcing experiments: Item assignment optimization. - Ceschia, Sara; Roitero, Kevin; Demartini, Gianluca; Mizzaro, Stefano; Gaspero, Luca Di; Schaerf, Andrea (Comput. Oper. Res., 2022)

A Hybrid Human-In-The-Loop Framework for Fact Checking. - Barbera, David La; Roitero, Kevin; Mizzaro, Stefano (2022)

Explainable Classification of Medical Documents Through a Text-to-Text Transformer. - Popescu, Mihai Horia; Roitero, Kevin; Mea, Vincenzo Della (2022)

Causal Text-to-Text Transformers for Water Pollution Forecasting. - Roitero, Kevin; Gattazzo, Cristina; Zancola, Andrea; Mea, Vincenzo Della; Mizzaro, Stefano (2022)

A Multi-objective Biased Random-Key Genetic Algorithm for the Siting of Emergency Vehicles. - Ros, Francesca Da; Gaspero, Luca Di; Barbera, David La; Mea, Vincenzo Della; Roitero, Kevin; Deroma, Laura; Licata, Sabrina; Valent, Francesca (2022)

BUM at CheckThat!-2022: A Composite Deep Learning Approach to Fake News Detection using Evidence Retrieval. - Barbera, David La; Roitero, Kevin; Mackenzie, Joel; Spina, Damiano; Demartini, Gianluca; Mizzaro, Stefano (2022)

The Effects of Crowd Worker Biases in Fact-Checking Tasks. - Draws, Tim; Barbera, David La; Soprano, Michael; Roitero, Kevin; Ceolin, Davide; Checco, Alessandro; Mizzaro, Stefano (2022)

Crowd_Frame: A Simple and Complete Framework to Deploy Complex Crowdsourcing Tasks Off-the-shelf. - Soprano, Michael; Roitero, Kevin; Bona, Francesco Bombassei De; Mizzaro, Stefano (2022)

Preferences on a Budget: Prioritizing Document Pairs when Crowdsourcing Relevance Judgments. - Roitero, Kevin; Checco, Alessandro; Mizzaro, Stefano; Demartini, Gianluca (2022)

DiLBERT: Cheap Embeddings for Disease Related Medical NLP. - Roitero, Kevin; Portelli, Beatrice; Popescu, Mihai Horia; Mea, Vincenzo Della (IEEE Access, 2021)

On the effect of relevance scales in crowdsourcing relevance assessments for Information Retrieval evaluation. - Roitero, Kevin; Maddalena, Eddy; Mizzaro, Stefano; Scholer, Falk (Inf. Process. Manag., 2021)

The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale. - Soprano, Michael; Roitero, Kevin; Barbera, David La; Ceolin, Davide; Spina, Damiano; Mizzaro, Stefano; Demartini, Gianluca (Inf. Process. Manag., 2021)

The Impact of Task Abandonment in Crowdsourcing. - Han, Lei; Roitero, Kevin; Gadiraju, Ujwal; Sarasua, Cristina; Checco, Alessandro; Maddalena, Eddy; Demartini, Gianluca (IEEE Trans. Knowl. Data Eng., 2021)

A Software Simulator for Optimizing Ambulance Location and Response Time: A Preliminary Report. - Barbera, David La; Roitero, Kevin; Mizzaro, Stefano; Mea, Vincenzo Della; Valent, Francesca (2021)

Automatic Assignment of ICD-10 Codes to Diagnostic Texts using Transformers Based Techniques. - Popescu, Mihai Horia; Roitero, Kevin; Travasci, Stefano; Mea, Vincenzo Della (2021)

E-BART: Jointly Predicting and Explaining Truthfulness. - Brand, Erik; Roitero, Kevin; Soprano, Michael; Demartini, Gianluca (2021)

Human-in-the-Loop Systems for Truthfulness: A Study of Human and Machine Confidence. - Qu, Yunke; Roitero, Kevin; Mizzaro, Stefano; Spina, Damiano; Demartini, Gianluca (2021)

Can the Crowd Judge Truthfulness? A Longitudinal Study on Recent Misinformation about COVID-19. - Roitero, Kevin; Soprano, Michael; Portelli, Beatrice; Luise, Massimiliano De; Spina, Damiano; Mea, Vincenzo Della; Serra, Giuseppe; Mizzaro, Stefano; Demartini, Gianluca (CoRR, 2021)

The Many Dimensions of Truthfulness: Crowdsourcing Misinformation Assessments on a Multidimensional Scale. - Soprano, Michael; Roitero, Kevin; Barbera, David La; Ceolin, Davide; Spina, Damiano; Mizzaro, Stefano; Demartini, Gianluca (CoRR, 2021)

Managing Bias in Human-Annotated Data: Moving Beyond Bias Removal. - Demartini, Gianluca; Roitero, Kevin; Mizzaro, Stefano (CoRR, 2021)

Effectiveness evaluation without human relevance judgments: A systematic analysis of existing methods and of their combinations. - Roitero, Kevin; Brunello, Andrea; Serra, Giuseppe; Mizzaro, Stefano (Inf. Process. Manag., 2020)

Fewer topics? A million topics? Both?! On topics subsets in test collections. - Roitero, Kevin; Culpepper, J. Shane; Sanderson, Mark; Scholer, Falk; Mizzaro, Stefano (Inf. Retr. J., 2020)

Detection of HER2 from Haematoxylin-Eosin Slides Through a Cascade of Deep Learning Classifiers via Multi-Instance Learning. - Barbera, David La; Polónia, António; Roitero, Kevin; Conde-Sousa, Eduardo; Mea, Vincenzo Della (J. Imaging, 2020)

Cheap IR evaluation: fewer topics, no relevance judgements, and crowdsourced assessments. - Roitero, Kevin (SIGIR Forum, 2020)

The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? - Roitero, Kevin; Soprano, Michael; Portelli, Beatrice; Spina, Damiano; Mea, Vincenzo Della; Serra, Giuseppe; Mizzaro, Stefano; Demartini, Gianluca (2020)

Crowdsourcing Truthfulness: The Impact of Judgment Scale and Assessor Bias. - Barbera, David La; Roitero, Kevin; Demartini, Gianluca; Mizzaro, Stefano; Spina, Damiano (2020)

Twitter goes to the Doctor: Detecting Medical Tweets using Machine Learning and BERT. - Roitero, Kevin; Bozzato, Cristian; Mea, Vincenzo Della; Mizzaro, Stefano; Serra, Giuseppe (2020)

Underlying Cause of Death Identification from Death Certificates via Categorical Embeddings and Convolutional Neural Networks. - Mea, Vincenzo Della; Popescu, Mihai Horia; Roitero, Kevin (2020)

Can The Crowd Identify Misinformation Objectively?: The Effects of Judgment Scale and Assessor's Background. - Roitero, Kevin; Soprano, Michael; Fan, Shaoyang; Spina, Damiano; Mizzaro, Stefano; Demartini, Gianluca (2020)

Crowd Worker Strategies in Relevance Judgment Tasks. - Han, Lei; Maddalena, Eddy; Checco, Alessandro; Sarasua, Cristina; Gadiraju, Ujwal; Roitero, Kevin; Demartini, Gianluca (2020)

Leveraging Behavioral Heterogeneity Across Markets for Cross-Market Training of Recommender Systems. - Roitero, Kevin; Carterette, Ben; Mehrotra, Rishabh; Lalmas, Mounia (2020)

Can The Crowd Identify Misinformation Objectively? The Effects of Judgment Scale and Assessor's Background. - Roitero, Kevin; Soprano, Michael; Fan, Shaoyang; Spina, Damiano; Mizzaro, Stefano; Demartini, Gianluca (CoRR, 2020)

The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? - Roitero, Kevin; Soprano, Michael; Portelli, Beatrice; Spina, Damiano; Mea, Vincenzo Della; Serra, Giuseppe; Mizzaro, Stefano; Demartini, Gianluca (CoRR, 2020)

Cheap IR Evaluation: Fewer Topics, No Relevance Judgements, and Crowdsourced Assessments. - Roitero, Kevin (CoRR, 2020)

On Transforming Relevance Scales. - Han, Lei; Roitero, Kevin; Maddalena, Eddy; Mizzaro, Stefano; Demartini, Gianluca (2019)

Towards Stochastic Simulations of Relevance Profiles. - Roitero, Kevin; Brunello, Andrea; Urbano, Julián; Mizzaro, Stefano (2019)

Bias and Fairness in Effectiveness Evaluation by Means of Network Analysis and Mixture Models. - Roitero, Kevin; Mizzaro, Stefano; Soprano, Michael (2019)

HITS Hits Readersourcing: Validating Peer Review Alternatives Using Network Analysis. - Soprano, Michael; Roitero, Kevin; Mizzaro, Stefano (2019)

On Topic Difficulty in IR Evaluation: The Effect of Systems, Corpora, and System Components. - Zampieri, Fabio; Roitero, Kevin; Culpepper, J. Shane; Kurland, Oren; Mizzaro, Stefano (2019)

All Those Wasted Hours: On Task Abandonment in Crowdsourcing. - Han, Lei; Roitero, Kevin; Gadiraju, Ujwal; Sarasua, Cristina; Checco, Alessandro; Maddalena, Eddy; Demartini, Gianluca (2019)

Reproduce. Generalize. Extend. On Information Retrieval Evaluation without Relevance Judgments. - Roitero, Kevin; Passon, Marco; Serra, Giuseppe; Mizzaro, Stefano (ACM J. Data Inf. Qual., 2018)

Reproduce and Improve: An Evolutionary Approach to Select a Few Good Topics for Information Retrieval Evaluation. - Roitero, Kevin; Soprano, Michael; Brunello, Andrea; Mizzaro, Stefano (ACM J. Data Inf. Qual., 2018)

How Many Truth Levels? Six? One Hundred? Even More? Validating Truthfulness of Statements via Crowdsourcing. - Roitero, Kevin; Demartini, Gianluca; Mizzaro, Stefano; Spina, Damiano (2018)

On Fine-Grained Relevance Scales. - Roitero, Kevin; Maddalena, Eddy; Demartini, Gianluca; Mizzaro, Stefano (2018)

IRevalOO: An Object Oriented Framework for Retrieval Evaluation. - Roitero, Kevin; Maddalena, Eddy; Ponte, Yannick; Mizzaro, Stefano (2018)

Effectiveness Evaluation with a Subset of Topics: A Practical Approach. - Roitero, Kevin; Soprano, Michael; Mizzaro, Stefano (2018)

Query Performance Prediction and Effectiveness Evaluation Without Relevance Judgments: Two Sides of the Same Coin. - Mizzaro, Stefano; Mothe, Josiane; Roitero, Kevin; Ullah, Md. Zia (2018)

CHEERS: CHeap & Engineered Evaluation of Retrieval Systems. - Roitero, Kevin (2018)

Do Easy Topics Predict Effectiveness Better Than Difficult Topics? - Roitero, Kevin; Maddalena, Eddy; Mizzaro, Stefano (2017)

Let's Agree to Disagree: Fixing Agreement Measures for Crowdsourcing. - Checco, Alessandro; Roitero, Kevin; Maddalena, Eddy; Mizzaro, Stefano; Demartini, Gianluca (2017)

Considering Assessor Agreement in IR Evaluation. - Maddalena, Eddy; Roitero, Kevin; Demartini, Gianluca; Mizzaro, Stefano (2017)

Economic Evaluation of Recommender Systems: A Proposal. - Roitero, Kevin; Mizzaro, Stefano; Serra, Giuseppe (2017)

Improving the Efficiency of Retrieval Effectiveness Evaluation: Finding a Few Good Topics with Clustering? - Roitero, Kevin; Mizzaro, Stefano (2016)