S${}^2$R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning

Ruotian Ma, Peisong Wang, Cheng Liu +6

Recent studies have demonstrated the effectiveness of LLM test-time scaling. However, existing approaches to incentivize LLMs' deep thinking abilities generally require large-scale…