Aida Davani

Researcher, Research, Google

Joined

December 2021

Names

Aida Davani (Preferred)

Aida Mostafazadeh Davani

Emails

****@usc.edu (Confirmed)

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Research, Google (research.google.com)

2022 – Present

PhD student

University of Southern California (usc.edu)

2017 – 2022

MS student

Sharif University of Technology (sharif.edu)

2014 – 2016

Undergrad student

Sharif University of Technology (sharif.edu)

2009 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Morteza Dehghani

Present

Coauthor

Brendan Kennedy

Present

Coauthor

Vinodkumar Prabhakaran

Present

Coauthor

Xiang Ren

Present

Expertise

Fairness in Machine Learning

Natural Language Processing

Computational Social Science

Present

Publications

Whose View of Safety? A Deep DIVE Dataset for Pluralistic Alignment of Text-to-Image Models
Charvi Rastogi, Tian Huey Teh, Pushkar Mishra, Roma Patel, Ding Wang, Mark Diaz, Alicia Parrish, Aida Mostafazadeh Davani, Zoe Ashwood, Michela Paganini, Vinodkumar Prabhakaran, Verena Rieser, Lora Aroyo
- NeurIPS 2025 Datasets and Benchmarks Track spotlight
- Readers: Everyone
Insights on Disagreement Patterns in Multimodal Safety Perception across Diverse Rater Groups
Charvi Rastogi, Tian Huey Teh, Pushkar Mishra, Roma Patel, Zoe Ashwood, Aida Mostafazadeh Davani, Mark Diaz, Michela Paganini, Alicia Parrish, Ding Wang, Vinodkumar Prabhakaran, Lora Aroyo, Verena Rieser
- SafeGenAi Poster
- Readers: Everyone
GeniL: A Multilingual Dataset on Generalizing Language
Aida Mostafazadeh Davani, Sagar Gubbi Venkatesh, Sunipa Dev, Shachi Dave, Vinodkumar Prabhakaran
- COLM
- Readers: Everyone
Introducing the Gab Hate Corpus: defining and applying hate-based rhetoric to social media posts at scale
Brendan Kennedy, Mohammad Atari, Aida Mostafazadeh Davani, Leigh Yeh, Ali Omrani, Yehsong Kim, Kris Coombs, Shreya Havaldar, Gwenyth Portillo-Wightman, Elaine Gonzalez, Joe Hoover, Aida Azatian, Alyzeh Hussain, Austin Lara, Gabriel Cardenas, Adam Omary, Christina Park, Xin Wang, Clarisa Wijaya, Yong Zhang et al. (2 additional authors not shown)
- 2022 (modified: 06 Jul 2022)
- Lang. Resour. Evaluation 2022
- Readers: Everyone
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective Annotations
Aida Mostafazadeh Davani, Mark Díaz, Vinodkumar Prabhakaran
- 2022 (modified: 06 Jul 2022)
- Trans. Assoc. Comput. Linguistics 2022
- Readers: Everyone
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning
Xisen Jin, Francesco Barbieri, Brendan Kennedy, Aida Mostafazadeh Davani, Leonardo Neves, Xiang Ren
- 2021 (modified: 06 Jul 2022)
- NAACL-HLT 2021
- Readers: Everyone
On Releasing Annotator-Level Labels and Information in Datasets
Vinodkumar Prabhakaran, Aida Mostafazadeh Davani, Mark Díaz
- 2021 (modified: 06 Jul 2022)
- CoRR 2021
- Readers: Everyone
Hate Speech Classifiers Learn Human-Like Social Stereotypes
Aida Mostafazadeh Davani, Mohammad Atari, Brendan Kennedy, Morteza Dehghani
- 2021 (modified: 06 Jul 2022)
- CoRR 2021
- Readers: Everyone
Improving Counterfactual Generation for Fair Hate Speech Detection
Aida Mostafazadeh Davani, Ali Omrani, Brendan Kennedy, Mohammad Atari, Xiang Ren, Morteza Dehghani
- 2021 (modified: 06 Jul 2022)
- CoRR 2021
- Readers: Everyone
Hatred is in the Eye of the Annotator: Hate Speech Classifiers Learn Human-Like Social Stereotypes
Aida Mostafazadeh Davani, Mohammad Atari, Brendan Kennedy, Shreya Havaldar, Morteza Dehghani
- 2020 (modified: 06 Jul 2022)
- CogSci 2020
- Readers: Everyone

View all 12 publications

Co-Authors

View all 48 co-authors