AIBullisharXiv – CS AI · 9h ago6/10
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GraphReAct: Reasoning and Acting for Multi-step Graph Inference
GraphReAct introduces a new reasoning-acting framework that enhances large language models for multi-step inference over graph-structured data by combining topological and semantic retrieval actions with context refinement. The framework demonstrates consistent improvements over existing methods across six benchmark datasets, advancing how AI systems can reason about interconnected, structured information.