SyRuP: Enhancing System-Prompt Following via Reward-Guided Prediction in LLM Decoding

Seoyeon Kim, Minjae Kang, Jaehyung Kim

Large Language Models (LLMs) are increasingly controlled through system prompts that specify roles, formats, and safety requirements. However, models follow these prompts only impl…