Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use

Ruocheng Guo, Kaiwen Dong, Xiang Gao +1

While most efforts to improve LLM-based tool-using agents focus on the agent itself - through larger models, better prompting, or fine-tuning - agent performance increasingly plate…