From Relevance to Validity: Zero-Shot Tool Selection via Functional and Contextual Validation.

arXiv:2610.20388v1 Announce Type: new Abstract: Large language model (LLM) agents increasingly face tasks from unseen domains and execution contexts, making zero-shot tool selection essential for identifying tools that can satisfy task requirements. Existing d