"bias amplification" Papers

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FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs

Zhiting Fan, Ruizhe Chen, Tianxiang Hu et al.

ICLR 2025posterarXiv:2410.19317
35
citations

When majority rules, minority loses: bias amplification of gradient descent

François Bachoc, Jerome Bolte, Ryan Boustany et al.

NeurIPS 2025posterarXiv:2505.13122
1
citations

Ameliorate Spurious Correlations in Dataset Condensation

Jiaxing Cui, Ruochen Wang, Yuanhao Xiong et al.

ICML 2024poster