@inproceedings{siddig-georges-2026-enhancing,
    title = "Enhancing Legal Reasoning in Pre-trained Language Models via Knowledge Graph-Guided Multi-Task Pre-training",
    author = "Siddig, Ibrahim  and
      Georges, Munir",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos  and
      Xu, Shanshan",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.nllp-1.45/",
    pages = "548--561",
    ISBN = "979-8-89176-494-1"
}