@inproceedings{ke-etal-2025-aquilt, title = "{AQ}uilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist {LLM}s", author = "Ke, Xiaopeng and Deng, Hexuan and Liu, Xuebo and Rao, Jun and Song, Zhenxi and Yu, Jun and Zhang, Min", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.293/", pages = "5763--5796", ISBN = "979-8-89176-332-6" }