GPTree: Towards Explainable Decision-Making via LLM-powered Decision Trees

方法与贡献

使用语言模型辅助的划分构建决策树，并结合专家反馈修改决策路径。

后续的大语言模型决策树系统，支持专家交互及多种划分类型。

结合主题阅读

大语言模型决策树：从 Tree Prompting 到智能体分类 →

引用

Sichao Xiong, Yigit Ihlamur, Fuat Alican, Aaron Ontoyin Yin. GPTree: Towards Explainable Decision-Making via LLM-powered Decision Trees. arXiv:2411.08257.

@misc{gptree,
  title = {{GPTree: Towards Explainable Decision-Making via LLM-powered Decision Trees}},
  author = {Xiong, Sichao and Ihlamur, Yigit and Alican, Fuat and Yin, Aaron Ontoyin},
  year = {2024},
  url = {https://arxiv.org/html/2411.08257v1},
  eprint = {2411.08257},
  archivePrefix = {arXiv}
}