Marta Marchiori Manerba

22 papers A* 1B 1C 1Journal 6Unranked 13
YearRankTypeTitle / Venue / Authors
2026 — conf
StereoBusters at GSI: detect: LLM-Based Detection and Human Qualitative Analysis of Gender Stereotypes in Italian Short Text.
EVALITA
Salvatore Greco, Moreno La Quatra, Marta Marchiori Manerba, Ricardo Muñoz Sánchez, Alessandra Teresa Cignarella
2025 — conf
Balancing Fairness and Interpretability in Clustering with FairParTree.
xAI (2)
Cristiano Landi, Alessio Cascione, Marta Marchiori Manerba, Riccardo Guidotti
2025 J jnl
Generative AI Practices, Literacy, and Divides: An Empirical Analysis in the Italian Context.
CoRR
Beatrice Savoldi, Giuseppe Attanasio, Olga Gorodetskaya, Marta Marchiori Manerba, Elisa Bassignana, Silvia Casola, Matteo Negri, Tommaso Caselli, Luisa Bentivogli, Alan Ramponi, Arianna Muti, Nicoletta Balbo, Debora Nozza
2025 J jnl
SafeGen: safeguarding privacy and fairness through a genetic method.
Mach. Learn.
Martina Cinquini, Marta Marchiori Manerba, Federico Mazzoni, Francesca Pratesi, Riccardo Guidotti
2025 J jnl
Towards the Formalization of a Trustworthy AI for Mining Interpretable Models explOiting Sophisticated Algorithms.
CoRR
Riccardo Guidotti, Martina Cinquini, Marta Marchiori Manerba, Mattia Setzu, Francesco Spinnato
2024 — conf
An Interactive Interface for Feature Space Navigation.
HHAI
Eleonora Cappuccio, Isacco Beretta, Marta Marchiori Manerba, Salvatore Rinzivillo
2024 — conf
Beyond Headlines: A Corpus of Femicides News Coverage in Italian Newspapers.
CLiC-it
Eleonora Cappuccio, Benedetta Muscato, Laura Pollacci, Marta Marchiori Manerba, Clara Punzi, Chandana Sree Mala, Margherita Lalli, Gizem Gezici, Michela Natilli, Fosca Giannotti
2024 — conf
Eliciting Discrimination Risks in Algorithmic Systems: Taxonomies and Recommendations.
EWAF
Marta Marchiori Manerba
2024 J jnl
FairBelief - Assessing Harmful Beliefs in Language Models.
CoRR
Mattia Setzu, Marta Marchiori Manerba, Pasquale Minervini, Debora Nozza
2024 — conf
Investigating the Hurtfulness of Misogynistic Tweets Across Professions.
DS (LB)
Alessio Cascione, Aldo Cerulli, Marta Marchiori Manerba, Lucia C. Passaro
2024 J jnl
Mapping the landscape of ethical considerations in explainable AI research.
Ethics Inf. Technol.
Luca Nannini, Marta Marchiori Manerba, Isacco Beretta
2024 A* conf
Social Bias Probing: Fairness Benchmarking for Language Models.
EMNLP
Marta Marchiori Manerba, Karolina Stanczak, Riccardo Guidotti, Isabelle Augenstein
2024 — conf
Women's Professions and Targeted Misogyny Online.
CLiC-it
Alessio Cascione, Aldo Cerulli, Marta Marchiori Manerba, Lucia C. Passaro
2023 — conf
Fairness Auditing, Explanation and Debiasing in Linguistic Data and Language Models.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Marta Marchiori Manerba
2023 B conf
GenFair: A Genetic Fairness-Enhancing Data Generation Framework.
DS
Federico Mazzoni, Marta Marchiori Manerba, Martina Cinquini, Riccardo Guidotti, Salvatore Ruggieri
2023 J jnl
Social Bias Probing: Fairness Benchmarking for Language Models.
CoRR
Marta Marchiori Manerba, Karolina Stanczak, Riccardo Guidotti, Isabelle Augenstein
2023 — conf
User-Driven Counterfactual Generator: A Human Centered Exploration.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Isacco Beretta, Eleonora Cappuccio, Marta Marchiori Manerba
2022 — conf
Bias Discovery within Human Raters: A Case Study of the Jigsaw Dataset.
NLPerspectives@LREC
Marta Marchiori Manerba, Riccardo Guidotti, Lucia C. Passaro, Salvatore Ruggieri
2022 — conf
Exposing Racial Dialect Bias in Abusive Language Detection: Can Explainability Play a Role?
PKDD/ECML Workshops (1)
Marta Marchiori Manerba, Virginia Morini
2022 C conf
Investigating Debiasing Effects on Classification and Explainability.
AIES
Marta Marchiori Manerba, Riccardo Guidotti
2022 — conf
LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide.
LT-EDI
Arianna Muti, Marta Marchiori Manerba, Katerina Korre, Alberto Barrón-Cedeño
2021 — conf
FairShades: Fairness Auditing via Explainability in Abusive Language Detection Systems.
CogMI
Marta Marchiori Manerba, Riccardo Guidotti