作者位次 #5/8ACL 2026Findings· Findings of ACL
T ool G ate: Contract-Grounded and Verified Tool Execution for LLM s
Yanming Liu · Xinyue Peng · Jiannan Cao · Xinyi Wang · Songhang Deng · Jintao Chen · Jianwei Yin · Xuhong Zhang
摘要
Large Language Models (LLMs) augmented with external tools have demonstrated remarkable capabilities in complex reasoning tasks. However, existing frameworks rely heavily on natural language reasoning to determine when tools can be invoked and whether their results should be committed, lacking fo...