KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding

Jiakai Tang, Shiqi Shen, Zhipeng Wang, Gong Zhi, Xueyang Feng, Zexu Sun, Haoran Tan, Xu Chen 0017. KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding. In Wanxiang Che, Joyce Nabende, Ekaterina Shutova, Mohammad Taher Pilehvar, editors, Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025. pages 6150-6166, Association for Computational Linguistics, 2025. [doi]

@inproceedings{TangSWZFSTC25,
  title = {KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding},
  author = {Jiakai Tang and Shiqi Shen and Zhipeng Wang and Gong Zhi and Xueyang Feng and Zexu Sun and Haoran Tan and Xu Chen 0017},
  year = {2025},
  url = {https://aclanthology.org/2025.findings-acl.319/},
  researchr = {https://researchr.org/publication/TangSWZFSTC25},
  cites = {0},
  citedby = {0},
  pages = {6150-6166},
  booktitle = {Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025},
  editor = {Wanxiang Che and Joyce Nabende and Ekaterina Shutova and Mohammad Taher Pilehvar},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-256-5},
}