AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification

Xuan Zhang, Yongliang Shen, Zhe Zheng +6

Large language models (LLMs) have demonstrated remarkable capabilities in tool learning. In real-world scenarios, user queries are often ambiguous and incomplete, requiring effecti…