作者位次 #2/3ACL 2026Findings· Findings of ACL
Beyond Static Toolsets: Self-Evolving LLM Tool Agents via Continual Documentation Adaptation
Bin Wu · Edgar Meij · Emine Yilmaz
摘要
Large language models (LLMs) increasingly act as tool-using agents , and existing methods for evaluating and optimizing tool usage by LLMs typically assume a static tool environment with fixed APIs and documentation. In practice, toolsets evolve as tools are added, changed, or deprecated, introdu...