2025
CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision
ACL 2025long
Tool invocation significantly enhances the capabilities of Large Language Models (LLMs), yet challenges persist, particularly in complex task scenarios. Current methods, such as instruction-enhanced reasoning and supervised fine-tuning, often result in unnecessarily long reasoning paths and face dif…