| Investigating debiasing effects on classification and explainability M Marchiori Manerba, R Guidotti Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 468-478, 2022 | 8 | 2022 |
| Bias discovery within human raters: A case study of the jigsaw dataset M MARCHIORI MANERBA, R Guidotti, L Passaro, S Ruggieri Proceedings of the LREC 2022 workshop on Perspectivist Approaches to …, 2022 | 8 | 2022 |
| Fairshades: Fairness auditing via explainability in abusive language detection systems MM Manerba, R Guidotti 2021 IEEE Third International Conference on Cognitive Machine Intelligence …, 2021 | 8 | 2021 |
| Social bias probing: Fairness benchmarking for language models MM Manerba, K Stańczak, R Guidotti, I Augenstein arXiv preprint arXiv:2311.09090, 2023 | 7 | 2023 |
| Fine-grained fairness analysis of abusive language detection systems with checklist MM Manerba, S Tonelli Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021), 81-91, 2021 | 7 | 2021 |
| LeaningTower@ LT-EDI-ACL2022: when hope and hate collide A Muti, MM Manerba, K Korre, A Barrón-Cedeño Proceedings of the second workshop on language technology for equality …, 2022 | 3 | 2022 |
| User-Driven Counterfactual Generator: A Human Centered Exploration. I Beretta, E Cappuccio, MM Manerba xAI (Late-breaking Work, Demos, Doctoral Consortium), 83-88, 2023 | 2 | 2023 |
| An Overview of Recent Approaches to Enable Diversity in Large Language Models through Aligning with Human Perspectives B Muscato, CS Mala, MM Manerba, G Gezici, F Giannotti Proceedings of the 3rd Workshop on Perspectivist Approaches to NLP …, 2024 | 1 | 2024 |
| GenFair: A genetic fairness-enhancing data generation framework F Mazzoni, MM Manerba, M Cinquini, R Guidotti, S Ruggieri International Conference on Discovery Science, 356-371, 2023 | 1 | 2023 |
| Exposing Racial Dialect Bias in Abusive Language Detection: Can Explainability Play a Role? MM Manerba, V Morini Machine Learning and Principles and Practice of Knowledge Discovery in …, 2023 | 1 | 2023 |
| Mapping the landscape of ethical considerations in explainable AI research L Nannini, M Marchiori Manerba, I Beretta Ethics and Information Technology 26 (3), 44, 2024 | | 2024 |
| FairBelief-Assessing Harmful Beliefs in Language Models M Setzu, MM Manerba, P Minervini, D Nozza arXiv preprint arXiv:2402.17389, 2024 | | 2024 |
| An Interactive Interface for Feature Space Navigation E Cappuccio, I Beretta, M Marchiori Manerba, S Rinzivillo HHAI 2024: Hybrid Human AI Systems for the Social Good, 73-83, 2024 | | 2024 |
| Fairness Auditing, Explanation and Debiasing in Linguistic Data and Language Models. MM Manerba xAI (Late-breaking Work, Demos, Doctoral Consortium), 241-248, 2023 | | 2023 |
| FairShades-Fairness Auditing in Abusive Language Detection Systems MM MANERBA | | 2021 |
