@inproceedings{melo-etal-2026-models, title = "When Models Know but Can{'}t Say: Relational Encoding Limits Linear Vulnerability Classification in Code {LLM}s", author = "Melo, Rui and Catarino, Andre and Mamede, Claudia and Pasareanu, Corina S. and Abreu, Rui", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1252/", pages = "26461--26497", ISBN = "979-8-89176-462-0" }