Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models

Zheng Luo, T Pranav Kutralingam, Ogochukwu N Okoani +3

Large Language Models (LLMs) are increasingly deployed as agents that invoke external tools through structured function calls. While recent work reports strong tool-calling perform…