@inproceedings{zheng-etal-2026-imitation,
    title = "From Imitation to Reasoning: Sample-Efficient {LLM} Agents for Knowledge Graph Completion",
    author = "Zheng, Chenjun  and
      Wang, Zhigang  and
      Zhang, Wenjia  and
      Wang, Zhe  and
      Yang, Xiaolin",
    editor = "Kalo, Jan-Christoph  and
      Nakashole, Ndapa  and
      Razniewski, Simon  and
      Suchanek, Fabian M.  and
      Vlachos, Andreas  and
      McCallum, Andrew",
    booktitle = "Proceedings of the 11th Workshop on Automated Knowledge Base Construction ({AKBC} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.akbc-1.26/",
    pages = "379--392",
    ISBN = "979-8-89176-464-4"
}