@inproceedings{edman-etal-2026-specialization, title = "From Specialization to Generalization: Instruction-tuned {LLM}s for Robust Harmful Content Mitigation", author = "Edman, Lukas and Dementieva, Daryna and Fraser, Alexander", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1643/", pages = "37335--37355", ISBN = "979-8-89176-459-0" }