Splicing Hints into Reasoning Traces: Learning from Demonstrator Failures

Hamed Mahdavi, Pouria Mahdavinia, Majid Farhadi +1

Reinforcement learning with verifiable rewards improves mathematical reasoning when a final answer can be checked, but a correct answer does not certify the derivation behind it, a…