@inproceedings{huang-etal-2026-lseg,
    title = "{LSEG}: A Fine-tuning Free Method for {NL}2{FOL} via Logic-Structure and Entropy Guided Inference Controlling",
    author = "Huang, Yuwei  and
      Wang, Shi  and
      Zi, Kangli  and
      Luo, Tianyu  and
      Zhixiao, Jiang  and
      Wang, Ruiheng  and
      Wang, Yufei",
    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.1213/",
    pages = "24236--24245",
    ISBN = "979-8-89176-395-1"
}