PreciseCoder: Faithful and Generalizable Debugging Beyond Unit-Test Rewards

Yunkai Zhan, Miaosen Chai, Shangshang Wang +5

Reinforcement learning (RL) from unit tests is the common recipe for post-training code models, but a unit test only asks whether the final program passes. We analyze what this uni…