DP-RFT: Learning to Generate Synthetic Text via Differentially Private Reinforcement Fine-Tuning

Fangyuan Xu, Sihao Chen, Zinan Lin +13

Differentially private (DP) synthetic data generation plays a pivotal role in developing large language models (LLMs) on private data, where data owners cannot provide eyes-on acce…