RePO: Bridging On-Policy Learning and Off-Policy Knowledge through Rephrasing Policy Optimization

Linxuan Xia, Xiaolong Yang, Yongyuan Chen +4

Aligning large language models (LLMs) on domain-specific data remains a fundamental challenge. Supervised fine-tuning (SFT) offers a straightforward way to inject domain knowledge…