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

Xiaoxuan Dong, Jin Zhang, Zichen Yuan +11

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 satis…