Marta Marchiori Manerba

According to our database, Marta Marchiori Manerba authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

FairBelief - Assessing Harmful Beliefs in Language Models.

Mattia Setzu, Marta Marchiori Manerba, Pasquale Minervini, Debora Nozza

CoRR, 2024

2023

Social Bias Probing: Fairness Benchmarking for Language Models.

Marta Marchiori Manerba, Karolina Stanczak, Riccardo Guidotti, Isabelle Augenstein

CoRR, 2023

Fairness Auditing, Explanation and Debiasing in Linguistic Data and Language Models.

Marta Marchiori Manerba

Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

User-Driven Counterfactual Generator: A Human Centered Exploration.

Isacco Beretta, Eleonora Cappuccio, Marta Marchiori Manerba

Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

GenFair: A Genetic Fairness-Enhancing Data Generation Framework.

Federico Mazzoni, Marta Marchiori Manerba, Martina Cinquini, Riccardo Guidotti, Salvatore Ruggieri

Proceedings of the Discovery Science - 26th International Conference, 2023

2022

Exposing Racial Dialect Bias in Abusive Language Detection: Can Explainability Play a Role?

Marta Marchiori Manerba, Virginia Morini

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide.

Arianna Muti, Marta Marchiori Manerba, Katerina Korre, Alberto Barrón-Cedeño

Proceedings of the Second Workshop on Language Technology for Equality, 2022

Bias Discovery within Human Raters: A Case Study of the Jigsaw Dataset.

Marta Marchiori Manerba, Riccardo Guidotti, Lucia C. Passaro, Salvatore Ruggieri

Proceedings of the 1st Workshop on Perspectivist Approaches to NLPerspectives@LREC 2022, 2022

Investigating Debiasing Effects on Classification and Explainability.

Marta Marchiori Manerba, Riccardo Guidotti

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

2021

FairShades: Fairness Auditing via Explainability in Abusive Language Detection Systems.

Marta Marchiori Manerba, Riccardo Guidotti

Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021