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What is Graph Reasoning about?
The document presents the Graph Reasoning Paradigm (GRP) for enhancing the reasoning capabilities of Large Language Models (LLMs) through structured and symbolic reasoning. It introduces a novel reinforcement learning method called Process-Aware Stratified Clipping Group Relative Policy Optimization (PASC-GRPO) that utilizes graph-structured representations and structured evaluation to improve reasoning quality while mitigating issues like reward hacking. Experimental results demonstrate significant improve
- Author
- tutututututu521
- Language
- EN