process reward modeling

Cliff method improves LLM reasoning by rewarding correct prefixes

Researchers have introduced Cliff, a novel reward shaping strategy for reinforcement learning with verifiable rewards (RLVR) in large language models. Cliff leverages an off-the-shelf language model to pinpoint the firs…