@inproceedings{wang-etal-2026-thinking, title = "More Thinking, Less Talking: Internalizing Deliberative Safety into {LLM} Parameters", author = "Wang, Guan and Tang, Xuehai and Zhou, Biyu and Han, Jizhong and Hu, Songlin", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1572/", pages = "34079--34094", ISBN = "979-8-89176-390-6" }