@inproceedings{sojka-kowalczyk-2026-accurate, title = "Accurate Legal Reasoning at Scale: Neuro-Symbolic Offloading and Structural Auditability for Robust Legal Adjudication", author = "S{\'o}jka, Stanis{\l}aw and Kowalczyk, Witold", editor = "Li, Yunyao and Rehm, Georg and Tu, Mei", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.102/", pages = "1469--1482", ISBN = "979-8-89176-394-4" }