@inproceedings{zhang-etal-2026-domain, title = "Domain Knowledge Annealing: A Structured Local-to-Global Paradigm for Constructing Expert {LLM}s", author = "Zhang, Yikang and Li, Zuchao and Wang, Ping and Zhang, Lefei and Zhao, Hai and Du, Bo", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.aacl-long.121/", pages = "2665--2682", ISBN = "979-8-89176-439-2" }