SIGMA: Search-Augmented On-Demand Knowledge Integration for Agentic Mathematical Reasoning

arXiv:2510.27568v2 Announce Type: replace Abstract: Solving mathematical reasoning problems requires not only accurate access to relevant knowledge but also careful, multi-step thinking. However, current retrieval-augmented models often rely on a single perspective, follow inflexible search strategies, and struggle to effectively combine information from multiple sources.…

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Source: cs.AI updates on arXiv.org

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