Exploring Vulnerabilities in LLMs: A Red Teaming Approach to Evaluate Social Bias
- Yuya Jeremy Ong
- Jay Pankaj Gala
- et al.
- 2024
- IEEE CISOSE 2024
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89 results for Fairness, Accountability, Transparency
Group Fairness with Uncertain Sensitive Attributes
- Abhin Shah
- Maohao Shen
- et al.
- 2024
- ISIT 2024
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models
- Yue Zhou
- Yada Zhu
- et al.
- 2024
- NAACL 2024
Synthetic Data Generation via Multidimensional Multiset Sum
- Cynthia Dwork
- Kristjan Greenewald
- et al.
- 2024
- FORC 2024
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models
- Grace Guo
- Lifu Deng
- et al.
- 2024
- FAccT 2024
Disappearing Without a Trace: Coverage, Community, Quality, and Temporal Dynamics of Wikipedia Articles on Endangered Brazilian Indigenous Languages
- Vasconcelos Marisa
- Priscila Mizukami
- et al.
- 2024
- ICWSM 2024
Evaluating the Impact of Skin Tone Representation on Out-of-Distribution Detection Performance in Dermatology
- Assala Benmalek
- Celia Cintas
- et al.
- 2024
- ISBI 2024
Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers
- Natalia Martinez Gil
- Martin Bertran
- et al.
- 2024
- AISTATS 2024
Manifold-Aligned Counterfactual Explanations for Neural Networks
- Georgia Perakis
- Wei Sun
- et al.
- 2024
- AISTATS 2024
Designing for Agonism: 12 Workers’ Perspectives on Contesting Technology Futures
- Felicia Jing
- Sara Berger
- et al.
- 2024
- CSCW 2024