@inproceedings{bi-etal-2026-logical,
    title = "Logical Structure as Knowledge: Enhancing {LLM} Reasoning via Structured Logical Knowledge Density Estimation",
    author = "Bi, Zhen  and
      Hu, Zhenlin  and
      Chen, Xueshu  and
      Chen, Mingyang  and
      Deng, Cheng  and
      Xue, Yida  and
      Wang, Zhen  and
      Shen, Qing  and
      Zhang, Ningyu  and
      Lou, Jungang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.436/",
    pages = "8978--8999",
    ISBN = "979-8-89176-395-1"
}