作者位次 #2/6ACL 2026Poster· Natural Language Processing
Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models
Zheng Luo · T Pranav Kutralingam · Ogochukwu N. Okoani · Wanpeng Xu · Hua Wei · Xiyang Hu
摘要
Large Language Models (LLMs) are increasingly deployed as agents that invoke external tools through structured function calls. While recent work reports strong tool-calling performance under standard English-centric evaluations, the robustness of tool calling under multilingual user interactions...