From Solving to Verifying: A Unified Objective for Robust Reasoning in LLMs

Xiaoxuan Wang, Bo Liu, Song Jiang +4

The reasoning capabilities of large language models (LLMs) have been significantly improved through reinforcement learning (RL). Nevertheless, LLMs still struggle to consistently v…