Tool-Use

TravelPlanner: A Benchmark for Real-World Planning with Language Agents
We introduced TravelPlanner, a benchmark for assessing language agents’ planning abilities, showing that even advanced models like GPT-4 face difficulties with complex tasks.
Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su
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TravelPlanner: A Benchmark for Real-World Planning with Language Agents
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
We proposes EASYTOOL, a method that simplifies tool documentation into concise instructions, improving tool use by language models.
Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Yongliang Shen, Ren Kan, Dongsheng Li, Deqing Yang
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EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction