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News/Critic-Guided Heterogeneous Multi-Agent Reasoning for Reliable Mathematical Problem Solving
arxiv
PublishedJune 5, 2026 at 4:00 AM

Critic-Guided Heterogeneous Multi-Agent Reasoning for Reliable Mathematical Problem Solving

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arXiv:2606.05704v1 Announce Type: cross Abstract: Recent Large Language Models (LLMs) have shown impressive reasoning abilities; but they are still susceptible to hallucinations, intermediate reasoning mistakes, and unreliable reasoning results in complex mathematical reasoning problems. In this stu

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