@inproceedings{akinfaderin-diallo-2026-fregelogic, title = "{F}rege{L}ogic at {S}em{E}val 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction", author = "Akinfaderin, Adewale and Diallo, Nafi", editor = "Kochmar, Ekaterina and Ghosh, Debanjan and North, Kai and Komachi, Mamoru", booktitle = "Proceedings of the 20th {I}nternational {W}orkshop on {S}emantic {E}valuation (2026)", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.semeval-1.329/", pages = "2611--2620", ISBN = "979-8-89176-414-9" }