SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration

Yuanhao Shen, Xiaodan Zhu, Lei Chen

The tool-use ability of Large Language Models (LLMs) has a profound impact on a wide range of industrial applications. However, LLMs' self-control and calibration capability in app…