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arxiv_cs_lg ยท Oct 22, 2026 ยท paper

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Training Small Language Models for Transferable Tool Selection

arxiv.orgOct 22, 2026
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In brief

As LLM agents operate over corpora of more than ten thousand tools, selecting the right tool for a complex multi-step user instruction becomes a central bottleneck. Tool descriptions cannot all fit in context, and rel...

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