publications

2026

1. ATTRIB

   Alignment Inertia: Auditing the Durability of Training Data Influence Through Policy Override Resistance

   Renata Barreto, Markelle Roesti, and Mohammad Tahaei

   2026

   Under review, NeurIPS Workshop on Attributing Model Behavior at Scale (ATTRIB)

   Bib

   @unpublished{barreto2026alignment,
     title = {Alignment Inertia: Auditing the Durability of Training Data Influence Through Policy Override Resistance},
     author = {Barreto, Renata and Roesti, Markelle and Tahaei, Mohammad},
     note = {Under review, NeurIPS Workshop on Attributing Model Behavior at Scale (ATTRIB)},
     year = {2026}
   }

2. TAI

   Objection Without Action: Conversational Dark Patterns in AI-Mediated Commerce

   Francesco Salvi, Alejandro Cuevas, Renata Barreto, and 4 more authors

   2026

   Under review, NeurIPS Workshop on Trustworthy AI

   Bib

   @unpublished{salvi2026objection,
     title = {Objection Without Action: Conversational Dark Patterns in AI-Mediated Commerce},
     author = {Salvi, Francesco and Cuevas, Alejandro and Barreto, Renata and Wang, Yiming and Roesti, Markelle and Tahaei, Mohammad and Horta Ribeiro, Manoel},
     note = {Under review, NeurIPS Workshop on Trustworthy AI},
     year = {2026}
   }

3. Palgrave

   Making Race from Face

   O. Keyes and Renata Barreto

   2026

   In review, Encoding Realities anthology (Palgrave)

   Bib

   @unpublished{keyes2026making,
     title = {Making Race from Face},
     author = {Keyes, O. and Barreto, Renata},
     note = {In review, Encoding Realities anthology (Palgrave)},
     year = {2026}
   }

2024

1. JOTS

   Algorithmic Impact Assessments at Scale: Practitioners’ Challenges and Needs

   Anjali Ashar, Karim Ginena, Marisa Cipollone, and 2 more authors

   Journal of Online Trust and Safety, 2024

   Bib

   @article{ashar2024algorithmic,
     title = {Algorithmic Impact Assessments at Scale: Practitioners' Challenges and Needs},
     author = {Ashar, Anjali and Ginena, Karim and Cipollone, Marisa and Barreto, Renata and Cramer, Henriette},
     journal = {Journal of Online Trust and Safety},
     year = {2024}
   }

2022

1. LREC

   The Measuring Hate Speech Corpus: Leveraging Rasch Measurement Theory for Data Perspectivism

   Pratik Sachdeva, Renata Barreto, Geoff Bacon, and 3 more authors

   In Proceedings of the 1st Workshop on Perspectivist Approaches to NLP @ LREC2022, 2022

   Bib

   @inproceedings{sachdeva2022measuring,
     title = {The Measuring Hate Speech Corpus: Leveraging Rasch Measurement Theory for Data Perspectivism},
     author = {Sachdeva, Pratik and Barreto, Renata and Bacon, Geoff and Sahn, Alexander and Von Vacano, Claudia and Kennedy, Chris},
     booktitle = {Proceedings of the 1st Workshop on Perspectivist Approaches to NLP @ LREC2022},
     year = {2022}
   }

2. FAccT

   Assessing annotator identity sensitivity via item response theory: A case study in a hate speech corpus

   Pratik S. Sachdeva, Renata Barreto, Claudia Vacano, and 1 more author

   In Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency, 2022

   Bib

   @inproceedings{sachdeva2022assessing,
     title = {Assessing annotator identity sensitivity via item response theory: A case study in a hate speech corpus},
     author = {Sachdeva, Pratik S. and Barreto, Renata and von Vacano, Claudia and Kennedy, Chris J.},
     booktitle = {Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency},
     year = {2022}
   }

3. WOAH

   Targeted Identity Group Prediction in Hate Speech Corpora

   Pratik Sachdeva, Renata Barreto, Claudia Von Vacano, and 1 more author

   In Proceedings of the Sixth Workshop on Online Abuse and Harms (WOAH), 2022

   Bib

   @inproceedings{sachdeva2022targeted,
     title = {Targeted Identity Group Prediction in Hate Speech Corpora},
     author = {Sachdeva, Pratik and Barreto, Renata and Von Vacano, Claudia and Kennedy, Chris},
     booktitle = {Proceedings of the Sixth Workshop on Online Abuse and Harms (WOAH)},
     year = {2022}
   }

2021

1. arXiv

   Fairness on the ground: Applying algorithmic fairness approaches to production systems

   Chloe Bakalar, Renata Barreto, Stevie Bergman, and 4 more authors

   arXiv preprint arXiv:2103.06172, 2021

   Bib

   @article{bakalar2021fairness,
     title = {Fairness on the ground: Applying algorithmic fairness approaches to production systems},
     author = {Bakalar, Chloe and Barreto, Renata and Bergman, Stevie and Bogen, Miranda and Chern, Bobbie and Corbett-Davies, Sam and others},
     journal = {arXiv preprint arXiv:2103.06172},
     year = {2021}
   }

2018

1. FAT*

   Translation tutorial: a shared lexicon for research and practice in human-centered software systems

   Nishant Kohli, Renata Barreto, and Joshua A. Kroll

   In 1st Conference on Fairness, Accountability, and Transparency, 2018

   Bib

   @inproceedings{kohli2018translation,
     title = {Translation tutorial: a shared lexicon for research and practice in human-centered software systems},
     author = {Kohli, Nishant and Barreto, Renata and Kroll, Joshua A.},
     booktitle = {1st Conference on Fairness, Accountability, and Transparency},
     year = {2018}
   }

2017

1. HIA

   Emerging Algorithms, Borders, and Belonging

   Renata Barreto

   2017

   Bib HTML

   @misc{barreto2017emerging,
     title = {Emerging Algorithms, Borders, and Belonging},
     author = {Barreto, Renata},
     howpublished = {Humanity in Action},
     year = {2017},
   }