most citedMath Blind: Failures in Diagram Understanding Undermine Reasoning in MLLMs

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cs.CL2026

PathRouter: Aligning Rewards with Retrieval Quality in Agentic Graph Retrieval-Augmented Generation

Bo Wang, Heyan Huang, Yaolin Li +6

Agentic GraphRAG trains language-model agents to iteratively retrieve and reason over graph-structured evidence, enabling more accurate and context-aware decision-making by efficie…