Exploring Weaknesses in Function Call Models via Reinforcement Learning: An Adversarial Data Augmentation Approach

Weiran Guo, Bing Bo, Shaoxiang Wu +1

Function call capabilities have become crucial for Large Language Models (LLMs), enabling them to interact more effectively with external tools and APIs. Existing methods for impro…