VRPRM: Process Reward Modeling via Visual Reasoning

arXiv:2508.03556 · cs.LG · Submitted 2025-08-05 · Read on arXiv

cs.LG

Submitted: 2025-08-05

Updated: 2026-10-16

Terminology

• Process Reward Model — 2× in this paper
• Chain-of-Thought (CoT) — 1× in this paper · explained in 5 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
• Process Reward Model (PRM) — 1× in this paper · explained in 3 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Reinforcement Learning (RL) — 1× in this paper · explained in 25 episodes
• Two-Stage Training Strategy — 1× in this paper · explained in 4 episodes
• Two-stage training — 1× in this paper · explained in 2 episodes

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