What Affects the Stability of Tool Learning? An Empirical Study on the Robustness of Tool Learning Frameworks

Chengrui Huang, Zhengliang Shi, Yuntao Wen +4

Tool learning methods have enhanced the ability of large language models (LLMs) to interact with real-world applications. Many existing works fine-tune LLMs or design prompts to en…