SP-PRM trains process reward models from outcome reward models via score and preference consistency, improving reward-guided search on dialogue, summarization, and reasoning tasks.
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From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment
SP-PRM trains process reward models from outcome reward models via score and preference consistency, improving reward-guided search on dialogue, summarization, and reasoning tasks.