Training Small Language Models for Transferable Tool Selection.

arXiv:2610.31483v1 Announce Type: cross Abstract: 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,