adaptive-invocation

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Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning

arXiv cs.CL · 2026-05-20 Cached

Introduces AutoTool, a model that adaptively decides whether to invoke tools for multimodal LLM reasoning, achieving significant accuracy and efficiency gains through reinforcement learning and dual-mode reasoning.

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