2025
A Joint Optimization Framework for Enhancing Efficiency of Tool Utilization in LLM Agents
ACL 2025finding
Large Language Models (LLMs) augmented with external tools have demonstrated remarkable capabilities in complex problem solving. Existing efforts for tool utilization typically involve an LLM agent that contains instructions on using the description of the available tools to determine and call the t…