AI RESEARCH
Understanding and Mitigating Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks
arXiv CS.LG
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ArXi:2502.04419v3 Announce Type: replace Generating synthetic datasets via large language models (LLMs) has emerged as a promising approach to improve LLM performance. However, LLMs inherently reflect biases in their