"fairness and bias" Papers

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MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models

Chejian Xu, Jiawei Zhang, Zhaorun Chen et al.

ICLR 2025arXiv:2503.14827
11
citations

On the Effectiveness and Generalization of Race Representations for Debiasing High-Stakes Decisions

Dang Nguyen, Chenhao Tan

COLM 2025paperarXiv:2504.06303
3
citations

The World According to LLMs: How Geographic Origin Influences LLMs' Entity Deduction Capabilities

Harsh Nishant Lalai, Raj Sanjay Shah, Jiaxin Pei et al.

COLM 2025paperarXiv:2508.05525
1
citations